2020-10-10 22:48:28,882 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.6.8 |Anaconda, Inc.| (default, Dec 30 2018, 01:22:34) [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/cuda-9.0 NVCC: Cuda compilation tools, release 9.0, V9.0.176 GCC: gcc (GCC) 5.3.0 PyTorch: 1.3.0 PyTorch compiling details: PyTorch built with: - GCC 4.8 - Intel(R) Math Kernel Library Version 2019.0.4 Product Build 20190411 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.20.5 (Git Hash 0125f28c61c1f822fd48570b4c1066f96fcb9b2e) - OpenMP 201107 (a.k.a. OpenMP 3.1) - NNPACK is enabled - 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 - CuDNN 7.6 - Magma 2.5.0 - Build settings: BLAS=MKL, BUILD_NAMEDTENSOR=OFF, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -O2 -fPIC -Wno-narrowing -Wall -Wextra -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 -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math, DISABLE_NUMA=1, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, USE_CUDA=True, 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: 0.2.2 OpenCV: 4.2.0 MMCV: 1.1.2 MMCV Compiler: n/a MMCV CUDA Compiler: n/a MMAction2: 0.7.0+f3b6ea2 ------------------------------------------------------------ 2020-10-10 22:48:28,883 - mmaction - INFO - Distributed training: True 2020-10-10 22:48:28,883 - mmaction - INFO - Config: /mnt/lustre/linjintao/try/mmaction2_tsm/slurm_configs/recognition/tsm/tsm_r50_1x1x16_50e_kinetics400_rgb.py # model settings model = dict( type='Recognizer2D', backbone=dict( type='ResNetTSM', pretrained='torchvision://resnet50', depth=50, norm_eval=False, num_segments=16, shift_div=8), cls_head=dict( type='TSMHead', num_classes=400, in_channels=2048, spatial_type='avg', consensus=dict(type='AvgConsensus', dim=1), dropout_ratio=0.5, num_segments=16, init_std=0.001, is_shift=True)) # model training and testing settings train_cfg = None test_cfg = dict(average_clips=None) # dataset settings dataset_type = 'RawframeDataset' data_root = 'data/kinetics400/rawframes_train_256p' data_root_val = 'data/kinetics400/rawframes_val_256p' ann_file_train = 'data/kinetics400/kinetics_train_list_256p.txt' ann_file_val = 'data/kinetics400/kinetics_val_list_256p.txt' ann_file_test = 'data/kinetics400/kinetics_val_list_256p.txt' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) mc_cfg = dict( server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3') train_pipeline = [ dict(type='SampleFrames', clip_len=1, frame_interval=1, num_clips=16), dict(type='RawFrameDecode', 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='SampleFrames', clip_len=1, frame_interval=1, num_clips=16, test_mode=True), dict(type='RawFrameDecode'), 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='SampleFrames', clip_len=1, frame_interval=1, num_clips=16, test_mode=True), dict(type='RawFrameDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=6, 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=0.0075, # this lr is used for 8 gpus momentum=0.9, weight_decay=0.0001) optimizer_config = dict(grad_clip=dict(max_norm=20, norm_type=2)) # learning policy lr_config = dict(policy='step', step=[20, 40]) total_epochs = 50 checkpoint_config = dict(interval=5) evaluation = dict( interval=5, metrics=['top_k_accuracy', 'mean_class_accuracy'], topk=(1, 5)) 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_r50_1x1x16_50e_kinetics400_rgb/' load_from = None resume_from = None workflow = [('train', 1)] 2020-10-10 22:48:44,200 - mmaction - INFO - These parameters in pretrained checkpoint are not loaded: {'fc.weight', 'fc.bias'} 2020-10-10 22:48:48,215 - mmaction - INFO - Start running, host: linjintao@SH-IDC1-10-5-30-108, work_dir: /mnt/lustre/linjintao/try/mmaction2_tsm/workdir/tsm_r50_1x1x16_50e_kinetics400_rgb 2020-10-10 22:48:48,215 - mmaction - INFO - workflow: [('train', 1)], max: 50 epochs 2020-10-10 22:49:39,773 - mmaction - INFO - Epoch [1][20/5010] lr: 7.500e-03, eta: 7 days, 10:27:14, time: 2.565, data_time: 0.931, memory: 10398, top1_acc: 0.0073, top5_acc: 0.0271, loss_cls: 6.3051, loss: 6.3051, grad_norm: 3.8714 2020-10-10 22:50:02,755 - mmaction - INFO - Epoch [1][40/5010] lr: 7.500e-03, eta: 5 days, 9:30:53, time: 1.158, data_time: 0.333, memory: 10398, top1_acc: 0.0167, top5_acc: 0.0563, loss_cls: 6.3011, loss: 6.3011, grad_norm: 4.0478 2020-10-10 22:50:26,574 - mmaction - INFO - Epoch [1][60/5010] lr: 7.500e-03, eta: 4 days, 17:58:39, time: 1.192, data_time: 0.103, memory: 10398, top1_acc: 0.0302, top5_acc: 0.0813, loss_cls: 6.0022, loss: 6.0022, grad_norm: 3.7765 2020-10-10 22:50:50,986 - mmaction - INFO - Epoch [1][80/5010] lr: 7.500e-03, eta: 4 days, 10:42:50, time: 1.221, data_time: 0.003, memory: 10398, top1_acc: 0.0458, top5_acc: 0.1156, loss_cls: 5.5506, loss: 5.5506, grad_norm: 3.9406 2020-10-10 22:51:15,524 - mmaction - INFO - Epoch [1][100/5010] lr: 7.500e-03, eta: 4 days, 6:26:06, time: 1.227, data_time: 0.163, memory: 10398, top1_acc: 0.0417, top5_acc: 0.1521, loss_cls: 5.3811, loss: 5.3811, grad_norm: 4.3100 2020-10-10 22:51:39,488 - mmaction - INFO - Epoch [1][120/5010] lr: 7.500e-03, eta: 4 days, 3:14:05, time: 1.197, data_time: 0.364, memory: 10398, top1_acc: 0.0604, top5_acc: 0.1760, loss_cls: 5.2789, loss: 5.2789, grad_norm: 4.6006 2020-10-10 22:52:02,234 - mmaction - INFO - Epoch [1][140/5010] lr: 7.500e-03, eta: 4 days, 0:21:32, time: 1.138, data_time: 0.293, memory: 10398, top1_acc: 0.0688, top5_acc: 0.1927, loss_cls: 5.1638, loss: 5.1638, grad_norm: 4.8873 2020-10-10 22:52:26,446 - mmaction - INFO - Epoch [1][160/5010] lr: 7.500e-03, eta: 3 days, 22:49:57, time: 1.211, data_time: 0.371, memory: 10398, top1_acc: 0.0906, top5_acc: 0.2406, loss_cls: 4.8924, loss: 4.8924, grad_norm: 5.0669 2020-10-10 22:52:48,365 - mmaction - INFO - Epoch [1][180/5010] lr: 7.500e-03, eta: 3 days, 20:45:06, time: 1.095, data_time: 0.254, memory: 10398, top1_acc: 0.0844, top5_acc: 0.2375, loss_cls: 4.8274, loss: 4.8274, grad_norm: 5.2129 2020-10-10 22:53:12,512 - mmaction - INFO - Epoch [1][200/5010] lr: 7.500e-03, eta: 3 days, 19:49:47, time: 1.202, data_time: 0.360, memory: 10398, top1_acc: 0.0917, top5_acc: 0.2604, loss_cls: 4.6934, loss: 4.6934, grad_norm: 5.3566 2020-10-10 22:53:34,890 - mmaction - INFO - Epoch [1][220/5010] lr: 7.500e-03, eta: 3 days, 18:34:43, time: 1.124, data_time: 0.111, memory: 10398, top1_acc: 0.1156, top5_acc: 0.2792, loss_cls: 4.6647, loss: 4.6647, grad_norm: 5.5938 2020-10-10 22:53:58,763 - mmaction - INFO - Epoch [1][240/5010] lr: 7.500e-03, eta: 3 days, 17:56:30, time: 1.194, data_time: 0.071, memory: 10398, top1_acc: 0.1115, top5_acc: 0.2906, loss_cls: 4.6315, loss: 4.6315, grad_norm: 5.6023 2020-10-10 22:54:21,434 - mmaction - INFO - Epoch [1][260/5010] lr: 7.500e-03, eta: 3 days, 17:04:31, time: 1.133, data_time: 0.005, memory: 10398, top1_acc: 0.1229, top5_acc: 0.3052, loss_cls: 4.5182, loss: 4.5182, grad_norm: 5.8609 2020-10-10 22:54:45,510 - mmaction - INFO - Epoch [1][280/5010] lr: 7.500e-03, eta: 3 days, 16:40:59, time: 1.204, data_time: 0.151, memory: 10398, top1_acc: 0.1052, top5_acc: 0.2719, loss_cls: 4.6214, loss: 4.6214, grad_norm: 5.7053 2020-10-10 22:55:09,167 - mmaction - INFO - Epoch [1][300/5010] lr: 7.500e-03, eta: 3 days, 16:12:42, time: 1.176, data_time: 0.140, memory: 10398, top1_acc: 0.1115, top5_acc: 0.3042, loss_cls: 4.5165, loss: 4.5165, grad_norm: 5.8467 2020-10-10 22:55:32,531 - mmaction - INFO - Epoch [1][320/5010] lr: 7.500e-03, eta: 3 days, 15:47:43, time: 1.175, data_time: 0.332, memory: 10398, top1_acc: 0.1292, top5_acc: 0.3323, loss_cls: 4.3699, loss: 4.3699, grad_norm: 5.9940 2020-10-10 22:55:54,943 - mmaction - INFO - Epoch [1][340/5010] lr: 7.500e-03, eta: 3 days, 15:12:21, time: 1.121, data_time: 0.271, memory: 10398, top1_acc: 0.1542, top5_acc: 0.3427, loss_cls: 4.3006, loss: 4.3006, grad_norm: 5.9069 2020-10-10 22:56:18,760 - mmaction - INFO - Epoch [1][360/5010] lr: 7.500e-03, eta: 3 days, 14:57:06, time: 1.191, data_time: 0.339, memory: 10398, top1_acc: 0.1333, top5_acc: 0.3396, loss_cls: 4.3014, loss: 4.3014, grad_norm: 6.1551 2020-10-10 22:56:42,096 - mmaction - INFO - Epoch [1][380/5010] lr: 7.500e-03, eta: 3 days, 14:37:36, time: 1.164, data_time: 0.286, memory: 10398, top1_acc: 0.1854, top5_acc: 0.3948, loss_cls: 4.0265, loss: 4.0265, grad_norm: 6.2247 2020-10-10 22:57:05,766 - mmaction - INFO - Epoch [1][400/5010] lr: 7.500e-03, eta: 3 days, 14:23:51, time: 1.183, data_time: 0.329, memory: 10398, top1_acc: 0.1729, top5_acc: 0.3563, loss_cls: 4.2055, loss: 4.2055, grad_norm: 6.3095 2020-10-10 22:57:29,034 - mmaction - INFO - Epoch [1][420/5010] lr: 7.500e-03, eta: 3 days, 14:08:01, time: 1.166, data_time: 0.285, memory: 10398, top1_acc: 0.1677, top5_acc: 0.3729, loss_cls: 4.1950, loss: 4.1950, grad_norm: 6.1982 2020-10-10 22:57:51,352 - mmaction - INFO - Epoch [1][440/5010] lr: 7.500e-03, eta: 3 days, 13:44:06, time: 1.116, data_time: 0.261, memory: 10398, top1_acc: 0.1656, top5_acc: 0.3802, loss_cls: 4.1208, loss: 4.1208, grad_norm: 6.2681 2020-10-10 22:58:14,893 - mmaction - INFO - Epoch [1][460/5010] lr: 7.500e-03, eta: 3 days, 13:33:25, time: 1.178, data_time: 0.319, memory: 10398, top1_acc: 0.1656, top5_acc: 0.3813, loss_cls: 4.1532, loss: 4.1532, grad_norm: 6.2710 2020-10-10 22:58:38,783 - mmaction - INFO - Epoch [1][480/5010] lr: 7.500e-03, eta: 3 days, 13:26:06, time: 1.192, data_time: 0.228, memory: 10398, top1_acc: 0.1510, top5_acc: 0.3708, loss_cls: 4.1476, loss: 4.1476, grad_norm: 6.3217 2020-10-10 22:59:02,867 - mmaction - INFO - Epoch [1][500/5010] lr: 7.500e-03, eta: 3 days, 13:21:40, time: 1.206, data_time: 0.219, memory: 10398, top1_acc: 0.1677, top5_acc: 0.3677, loss_cls: 4.1255, loss: 4.1255, grad_norm: 6.4651 2020-10-10 22:59:24,914 - mmaction - INFO - Epoch [1][520/5010] lr: 7.500e-03, eta: 3 days, 13:01:00, time: 1.103, data_time: 0.159, memory: 10398, top1_acc: 0.1792, top5_acc: 0.4021, loss_cls: 4.0264, loss: 4.0264, grad_norm: 6.3518 2020-10-10 22:59:48,430 - mmaction - INFO - Epoch [1][540/5010] lr: 7.500e-03, eta: 3 days, 12:53:06, time: 1.176, data_time: 0.064, memory: 10398, top1_acc: 0.1854, top5_acc: 0.3948, loss_cls: 3.9480, loss: 3.9480, grad_norm: 6.3749 2020-10-10 23:00:13,005 - mmaction - INFO - Epoch [1][560/5010] lr: 7.500e-03, eta: 3 days, 12:52:45, time: 1.223, data_time: 0.091, memory: 10398, top1_acc: 0.1656, top5_acc: 0.3917, loss_cls: 4.0888, loss: 4.0888, grad_norm: 6.6804 2020-10-10 23:00:35,174 - mmaction - INFO - Epoch [1][580/5010] lr: 7.500e-03, eta: 3 days, 12:36:48, time: 1.114, data_time: 0.065, memory: 10398, top1_acc: 0.2052, top5_acc: 0.4427, loss_cls: 3.8529, loss: 3.8529, grad_norm: 6.3356 2020-10-10 23:00:59,694 - mmaction - INFO - Epoch [1][600/5010] lr: 7.500e-03, eta: 3 days, 12:36:18, time: 1.218, data_time: 0.330, memory: 10398, top1_acc: 0.1750, top5_acc: 0.4104, loss_cls: 3.9364, loss: 3.9364, grad_norm: 6.3410 2020-10-10 23:01:22,068 - mmaction - INFO - Epoch [1][620/5010] lr: 7.500e-03, eta: 3 days, 12:23:29, time: 1.126, data_time: 0.212, memory: 10398, top1_acc: 0.1708, top5_acc: 0.4156, loss_cls: 3.8978, loss: 3.8978, grad_norm: 6.5967 2020-10-10 23:01:45,770 - mmaction - INFO - Epoch [1][640/5010] lr: 7.500e-03, eta: 3 days, 12:19:06, time: 1.185, data_time: 0.116, memory: 10398, top1_acc: 0.2115, top5_acc: 0.4479, loss_cls: 3.7818, loss: 3.7818, grad_norm: 6.6948 2020-10-10 23:02:08,380 - mmaction - INFO - Epoch [1][660/5010] lr: 7.500e-03, eta: 3 days, 12:07:43, time: 1.128, data_time: 0.105, memory: 10398, top1_acc: 0.1885, top5_acc: 0.4365, loss_cls: 3.8927, loss: 3.8927, grad_norm: 6.6415 2020-10-10 23:02:31,493 - mmaction - INFO - Epoch [1][680/5010] lr: 7.500e-03, eta: 3 days, 12:00:29, time: 1.157, data_time: 0.025, memory: 10398, top1_acc: 0.2042, top5_acc: 0.4208, loss_cls: 3.9093, loss: 3.9093, grad_norm: 6.7736 2020-10-10 23:02:55,427 - mmaction - INFO - Epoch [1][700/5010] lr: 7.500e-03, eta: 3 days, 11:58:31, time: 1.197, data_time: 0.007, memory: 10398, top1_acc: 0.1917, top5_acc: 0.4208, loss_cls: 3.9608, loss: 3.9608, grad_norm: 6.7013 2020-10-10 23:03:19,404 - mmaction - INFO - Epoch [1][720/5010] lr: 7.500e-03, eta: 3 days, 11:56:54, time: 1.200, data_time: 0.003, memory: 10398, top1_acc: 0.1854, top5_acc: 0.4198, loss_cls: 3.9088, loss: 3.9088, grad_norm: 6.5333 2020-10-10 23:03:42,887 - mmaction - INFO - Epoch [1][740/5010] lr: 7.500e-03, eta: 3 days, 11:52:30, time: 1.174, data_time: 0.007, memory: 10398, top1_acc: 0.1990, top5_acc: 0.4354, loss_cls: 3.8141, loss: 3.8141, grad_norm: 6.6701 2020-10-10 23:04:05,255 - mmaction - INFO - Epoch [1][760/5010] lr: 7.500e-03, eta: 3 days, 11:42:10, time: 1.118, data_time: 0.002, memory: 10398, top1_acc: 0.2094, top5_acc: 0.4562, loss_cls: 3.7143, loss: 3.7143, grad_norm: 6.8421 2020-10-10 23:04:27,620 - mmaction - INFO - Epoch [1][780/5010] lr: 7.500e-03, eta: 3 days, 11:32:19, time: 1.118, data_time: 0.002, memory: 10398, top1_acc: 0.2250, top5_acc: 0.4448, loss_cls: 3.7769, loss: 3.7769, grad_norm: 6.4186 2020-10-10 23:04:51,343 - mmaction - INFO - Epoch [1][800/5010] lr: 7.500e-03, eta: 3 days, 11:29:58, time: 1.185, data_time: 0.002, memory: 10398, top1_acc: 0.1948, top5_acc: 0.4323, loss_cls: 3.8236, loss: 3.8236, grad_norm: 6.4834 2020-10-10 23:05:14,522 - mmaction - INFO - Epoch [1][820/5010] lr: 7.500e-03, eta: 3 days, 11:24:21, time: 1.153, data_time: 0.004, memory: 10398, top1_acc: 0.2271, top5_acc: 0.4760, loss_cls: 3.6566, loss: 3.6566, grad_norm: 6.5912 2020-10-10 23:05:37,240 - mmaction - INFO - Epoch [1][840/5010] lr: 7.500e-03, eta: 3 days, 11:17:58, time: 1.142, data_time: 0.010, memory: 10398, top1_acc: 0.2083, top5_acc: 0.4385, loss_cls: 3.7526, loss: 3.7526, grad_norm: 6.4792 2020-10-10 23:06:00,860 - mmaction - INFO - Epoch [1][860/5010] lr: 7.500e-03, eta: 3 days, 11:15:44, time: 1.182, data_time: 0.004, memory: 10398, top1_acc: 0.2167, top5_acc: 0.4604, loss_cls: 3.6995, loss: 3.6995, grad_norm: 6.5080 2020-10-10 23:06:23,073 - mmaction - INFO - Epoch [1][880/5010] lr: 7.500e-03, eta: 3 days, 11:06:47, time: 1.110, data_time: 0.002, memory: 10398, top1_acc: 0.2094, top5_acc: 0.4500, loss_cls: 3.7291, loss: 3.7291, grad_norm: 6.6541 2020-10-10 23:06:46,342 - mmaction - INFO - Epoch [1][900/5010] lr: 7.500e-03, eta: 3 days, 11:03:09, time: 1.164, data_time: 0.002, memory: 10398, top1_acc: 0.2010, top5_acc: 0.4500, loss_cls: 3.7376, loss: 3.7376, grad_norm: 6.5117 2020-10-10 23:07:10,347 - mmaction - INFO - Epoch [1][920/5010] lr: 7.500e-03, eta: 3 days, 11:02:18, time: 1.193, data_time: 0.007, memory: 10398, top1_acc: 0.2312, top5_acc: 0.4875, loss_cls: 3.5923, loss: 3.5923, grad_norm: 6.7155 2020-10-10 23:07:33,431 - mmaction - INFO - Epoch [1][940/5010] lr: 7.500e-03, eta: 3 days, 10:58:27, time: 1.159, data_time: 0.019, memory: 10398, top1_acc: 0.2448, top5_acc: 0.4667, loss_cls: 3.6264, loss: 3.6264, grad_norm: 6.5726 2020-10-10 23:07:56,890 - mmaction - INFO - Epoch [1][960/5010] lr: 7.500e-03, eta: 3 days, 10:56:12, time: 1.176, data_time: 0.085, memory: 10398, top1_acc: 0.2500, top5_acc: 0.4781, loss_cls: 3.5512, loss: 3.5512, grad_norm: 6.6288 2020-10-10 23:08:19,898 - mmaction - INFO - Epoch [1][980/5010] lr: 7.500e-03, eta: 3 days, 10:51:48, time: 1.149, data_time: 0.002, memory: 10398, top1_acc: 0.2031, top5_acc: 0.4833, loss_cls: 3.6922, loss: 3.6922, grad_norm: 6.6862 2020-10-10 23:08:43,385 - mmaction - INFO - Epoch [1][1000/5010] lr: 7.500e-03, eta: 3 days, 10:49:45, time: 1.176, data_time: 0.020, memory: 10398, top1_acc: 0.2521, top5_acc: 0.4906, loss_cls: 3.5995, loss: 3.5995, grad_norm: 6.5069 2020-10-10 23:09:06,475 - mmaction - INFO - Epoch [1][1020/5010] lr: 7.500e-03, eta: 3 days, 10:45:50, time: 1.152, data_time: 0.008, memory: 10398, top1_acc: 0.2271, top5_acc: 0.4687, loss_cls: 3.6234, loss: 3.6234, grad_norm: 6.5482 2020-10-10 23:09:30,822 - mmaction - INFO - Epoch [1][1040/5010] lr: 7.500e-03, eta: 3 days, 10:47:25, time: 1.219, data_time: 0.017, memory: 10398, top1_acc: 0.2427, top5_acc: 0.4969, loss_cls: 3.5477, loss: 3.5477, grad_norm: 6.8070 2020-10-10 23:09:53,499 - mmaction - INFO - Epoch [1][1060/5010] lr: 7.500e-03, eta: 3 days, 10:42:17, time: 1.134, data_time: 0.002, memory: 10398, top1_acc: 0.2667, top5_acc: 0.4990, loss_cls: 3.5215, loss: 3.5215, grad_norm: 6.4659 2020-10-10 23:10:16,520 - mmaction - INFO - Epoch [1][1080/5010] lr: 7.500e-03, eta: 3 days, 10:38:36, time: 1.151, data_time: 0.126, memory: 10398, top1_acc: 0.2583, top5_acc: 0.5260, loss_cls: 3.4441, loss: 3.4441, grad_norm: 6.6509 2020-10-10 23:10:40,526 - mmaction - INFO - Epoch [1][1100/5010] lr: 7.500e-03, eta: 3 days, 10:38:32, time: 1.197, data_time: 0.310, memory: 10398, top1_acc: 0.2406, top5_acc: 0.4760, loss_cls: 3.5617, loss: 3.5617, grad_norm: 6.5120 2020-10-10 23:11:03,607 - mmaction - INFO - Epoch [1][1120/5010] lr: 7.500e-03, eta: 3 days, 10:35:29, time: 1.157, data_time: 0.271, memory: 10398, top1_acc: 0.2521, top5_acc: 0.4688, loss_cls: 3.5503, loss: 3.5503, grad_norm: 6.6758 2020-10-10 23:11:26,483 - mmaction - INFO - Epoch [1][1140/5010] lr: 7.500e-03, eta: 3 days, 10:31:16, time: 1.140, data_time: 0.242, memory: 10398, top1_acc: 0.2469, top5_acc: 0.5063, loss_cls: 3.4883, loss: 3.4883, grad_norm: 6.5573 2020-10-10 23:11:49,143 - mmaction - INFO - Epoch [1][1160/5010] lr: 7.500e-03, eta: 3 days, 10:26:58, time: 1.137, data_time: 0.074, memory: 10398, top1_acc: 0.2573, top5_acc: 0.4906, loss_cls: 3.5506, loss: 3.5506, grad_norm: 6.3926 2020-10-10 23:12:13,410 - mmaction - INFO - Epoch [1][1180/5010] lr: 7.500e-03, eta: 3 days, 10:27:47, time: 1.208, data_time: 0.094, memory: 10398, top1_acc: 0.2573, top5_acc: 0.5375, loss_cls: 3.4350, loss: 3.4350, grad_norm: 6.4961 2020-10-10 23:12:37,443 - mmaction - INFO - Epoch [1][1200/5010] lr: 7.500e-03, eta: 3 days, 10:28:32, time: 1.207, data_time: 0.319, memory: 10398, top1_acc: 0.2677, top5_acc: 0.5177, loss_cls: 3.4210, loss: 3.4210, grad_norm: 6.6783 2020-10-10 23:13:00,072 - mmaction - INFO - Epoch [1][1220/5010] lr: 7.500e-03, eta: 3 days, 10:24:05, time: 1.131, data_time: 0.171, memory: 10398, top1_acc: 0.2521, top5_acc: 0.4729, loss_cls: 3.5061, loss: 3.5061, grad_norm: 6.6263 2020-10-10 23:13:24,016 - mmaction - INFO - Epoch [1][1240/5010] lr: 7.500e-03, eta: 3 days, 10:24:09, time: 1.197, data_time: 0.002, memory: 10398, top1_acc: 0.2500, top5_acc: 0.5188, loss_cls: 3.4399, loss: 3.4399, grad_norm: 6.3724 2020-10-10 23:13:46,955 - mmaction - INFO - Epoch [1][1260/5010] lr: 7.500e-03, eta: 3 days, 10:20:37, time: 1.142, data_time: 0.002, memory: 10398, top1_acc: 0.2729, top5_acc: 0.5083, loss_cls: 3.4103, loss: 3.4103, grad_norm: 6.4289 2020-10-10 23:14:12,403 - mmaction - INFO - Epoch [1][1280/5010] lr: 7.500e-03, eta: 3 days, 10:25:54, time: 1.277, data_time: 0.235, memory: 10398, top1_acc: 0.2573, top5_acc: 0.4979, loss_cls: 3.4839, loss: 3.4839, grad_norm: 6.5543 2020-10-10 23:14:34,339 - mmaction - INFO - Epoch [1][1300/5010] lr: 7.500e-03, eta: 3 days, 10:19:19, time: 1.094, data_time: 0.222, memory: 10398, top1_acc: 0.2615, top5_acc: 0.5406, loss_cls: 3.3123, loss: 3.3123, grad_norm: 6.6550 2020-10-10 23:14:58,269 - mmaction - INFO - Epoch [1][1320/5010] lr: 7.500e-03, eta: 3 days, 10:19:33, time: 1.199, data_time: 0.349, memory: 10398, top1_acc: 0.2760, top5_acc: 0.5188, loss_cls: 3.4313, loss: 3.4313, grad_norm: 6.5017 2020-10-10 23:15:19,350 - mmaction - INFO - Epoch [1][1340/5010] lr: 7.500e-03, eta: 3 days, 10:10:45, time: 1.054, data_time: 0.202, memory: 10398, top1_acc: 0.2281, top5_acc: 0.5042, loss_cls: 3.5676, loss: 3.5676, grad_norm: 6.4318 2020-10-10 23:15:43,673 - mmaction - INFO - Epoch [1][1360/5010] lr: 7.500e-03, eta: 3 days, 10:12:06, time: 1.216, data_time: 0.363, memory: 10398, top1_acc: 0.2698, top5_acc: 0.5365, loss_cls: 3.3013, loss: 3.3013, grad_norm: 6.3220 2020-10-10 23:16:06,142 - mmaction - INFO - Epoch [1][1380/5010] lr: 7.500e-03, eta: 3 days, 10:07:52, time: 1.124, data_time: 0.267, memory: 10398, top1_acc: 0.2906, top5_acc: 0.5406, loss_cls: 3.2613, loss: 3.2613, grad_norm: 6.6051 2020-10-10 23:16:28,643 - mmaction - INFO - Epoch [1][1400/5010] lr: 7.500e-03, eta: 3 days, 10:03:48, time: 1.125, data_time: 0.116, memory: 10398, top1_acc: 0.2594, top5_acc: 0.5417, loss_cls: 3.3750, loss: 3.3750, grad_norm: 6.5483 2020-10-10 23:16:51,627 - mmaction - INFO - Epoch [1][1420/5010] lr: 7.500e-03, eta: 3 days, 10:01:15, time: 1.149, data_time: 0.051, memory: 10398, top1_acc: 0.2688, top5_acc: 0.5021, loss_cls: 3.4364, loss: 3.4364, grad_norm: 6.6122 2020-10-10 23:17:14,427 - mmaction - INFO - Epoch [1][1440/5010] lr: 7.500e-03, eta: 3 days, 9:58:16, time: 1.141, data_time: 0.180, memory: 10398, top1_acc: 0.2677, top5_acc: 0.5135, loss_cls: 3.3801, loss: 3.3801, grad_norm: 6.3311 2020-10-10 23:17:38,029 - mmaction - INFO - Epoch [1][1460/5010] lr: 7.500e-03, eta: 3 days, 9:57:24, time: 1.176, data_time: 0.127, memory: 10398, top1_acc: 0.2635, top5_acc: 0.5260, loss_cls: 3.3845, loss: 3.3845, grad_norm: 6.6489 2020-10-10 23:18:02,316 - mmaction - INFO - Epoch [1][1480/5010] lr: 7.500e-03, eta: 3 days, 9:58:26, time: 1.210, data_time: 0.110, memory: 10398, top1_acc: 0.2594, top5_acc: 0.5271, loss_cls: 3.3127, loss: 3.3127, grad_norm: 6.4721 2020-10-10 23:18:25,252 - mmaction - INFO - Epoch [1][1500/5010] lr: 7.500e-03, eta: 3 days, 9:56:18, time: 1.154, data_time: 0.018, memory: 10398, top1_acc: 0.2823, top5_acc: 0.5333, loss_cls: 3.2932, loss: 3.2932, grad_norm: 6.3709 2020-10-10 23:18:48,195 - mmaction - INFO - Epoch [1][1520/5010] lr: 7.500e-03, eta: 3 days, 9:53:53, time: 1.148, data_time: 0.002, memory: 10398, top1_acc: 0.2427, top5_acc: 0.5375, loss_cls: 3.3822, loss: 3.3822, grad_norm: 6.5101 2020-10-10 23:19:11,808 - mmaction - INFO - Epoch [1][1540/5010] lr: 7.500e-03, eta: 3 days, 9:53:10, time: 1.178, data_time: 0.043, memory: 10398, top1_acc: 0.2323, top5_acc: 0.5156, loss_cls: 3.3767, loss: 3.3767, grad_norm: 6.6488 2020-10-10 23:19:34,016 - mmaction - INFO - Epoch [1][1560/5010] lr: 7.500e-03, eta: 3 days, 9:48:59, time: 1.113, data_time: 0.008, memory: 10398, top1_acc: 0.2698, top5_acc: 0.5323, loss_cls: 3.3733, loss: 3.3733, grad_norm: 6.4971 2020-10-10 23:19:56,398 - mmaction - INFO - Epoch [1][1580/5010] lr: 7.500e-03, eta: 3 days, 9:45:13, time: 1.119, data_time: 0.009, memory: 10398, top1_acc: 0.2594, top5_acc: 0.5167, loss_cls: 3.4038, loss: 3.4038, grad_norm: 6.3755 2020-10-10 23:20:19,781 - mmaction - INFO - Epoch [1][1600/5010] lr: 7.500e-03, eta: 3 days, 9:44:09, time: 1.169, data_time: 0.002, memory: 10398, top1_acc: 0.2667, top5_acc: 0.5271, loss_cls: 3.3956, loss: 3.3956, grad_norm: 6.6310 2020-10-10 23:20:44,194 - mmaction - INFO - Epoch [1][1620/5010] lr: 7.500e-03, eta: 3 days, 9:45:18, time: 1.212, data_time: 0.028, memory: 10398, top1_acc: 0.2854, top5_acc: 0.5312, loss_cls: 3.3168, loss: 3.3168, grad_norm: 6.3276 2020-10-10 23:21:07,398 - mmaction - INFO - Epoch [1][1640/5010] lr: 7.500e-03, eta: 3 days, 9:44:12, time: 1.169, data_time: 0.014, memory: 10398, top1_acc: 0.2802, top5_acc: 0.5417, loss_cls: 3.3212, loss: 3.3212, grad_norm: 6.5518 2020-10-10 23:21:30,236 - mmaction - INFO - Epoch [1][1660/5010] lr: 7.500e-03, eta: 3 days, 9:41:46, time: 1.142, data_time: 0.228, memory: 10398, top1_acc: 0.2813, top5_acc: 0.5344, loss_cls: 3.2823, loss: 3.2823, grad_norm: 6.4366 2020-10-10 23:21:52,793 - mmaction - INFO - Epoch [1][1680/5010] lr: 7.500e-03, eta: 3 days, 9:38:43, time: 1.128, data_time: 0.228, memory: 10398, top1_acc: 0.2719, top5_acc: 0.5437, loss_cls: 3.2894, loss: 3.2894, grad_norm: 6.2974 2020-10-10 23:22:16,441 - mmaction - INFO - Epoch [1][1700/5010] lr: 7.500e-03, eta: 3 days, 9:38:22, time: 1.182, data_time: 0.025, memory: 10398, top1_acc: 0.2698, top5_acc: 0.5479, loss_cls: 3.2646, loss: 3.2646, grad_norm: 6.3266 2020-10-10 23:22:38,505 - mmaction - INFO - Epoch [1][1720/5010] lr: 7.500e-03, eta: 3 days, 9:33:52, time: 1.096, data_time: 0.009, memory: 10398, top1_acc: 0.2656, top5_acc: 0.5479, loss_cls: 3.2862, loss: 3.2862, grad_norm: 6.2887 2020-10-10 23:23:03,728 - mmaction - INFO - Epoch [1][1740/5010] lr: 7.500e-03, eta: 3 days, 9:37:40, time: 1.268, data_time: 0.359, memory: 10398, top1_acc: 0.2906, top5_acc: 0.5490, loss_cls: 3.2163, loss: 3.2163, grad_norm: 6.4373 2020-10-10 23:23:26,191 - mmaction - INFO - Epoch [1][1760/5010] lr: 7.500e-03, eta: 3 days, 9:34:32, time: 1.123, data_time: 0.275, memory: 10398, top1_acc: 0.2677, top5_acc: 0.5490, loss_cls: 3.2516, loss: 3.2516, grad_norm: 6.7815 2020-10-10 23:23:49,179 - mmaction - INFO - Epoch [1][1780/5010] lr: 7.500e-03, eta: 3 days, 9:32:41, time: 1.149, data_time: 0.250, memory: 10398, top1_acc: 0.2938, top5_acc: 0.5677, loss_cls: 3.2004, loss: 3.2004, grad_norm: 6.5179 2020-10-10 23:24:11,065 - mmaction - INFO - Epoch [1][1800/5010] lr: 7.500e-03, eta: 3 days, 9:27:59, time: 1.087, data_time: 0.164, memory: 10398, top1_acc: 0.3135, top5_acc: 0.5781, loss_cls: 3.1950, loss: 3.1950, grad_norm: 6.4276 2020-10-10 23:24:33,718 - mmaction - INFO - Epoch [1][1820/5010] lr: 7.500e-03, eta: 3 days, 9:25:35, time: 1.135, data_time: 0.033, memory: 10398, top1_acc: 0.2948, top5_acc: 0.5760, loss_cls: 3.1955, loss: 3.1955, grad_norm: 6.4229 2020-10-10 23:24:57,615 - mmaction - INFO - Epoch [1][1840/5010] lr: 7.500e-03, eta: 3 days, 9:26:09, time: 1.200, data_time: 0.011, memory: 10398, top1_acc: 0.2854, top5_acc: 0.5490, loss_cls: 3.2646, loss: 3.2646, grad_norm: 6.4047 2020-10-10 23:25:20,925 - mmaction - INFO - Epoch [1][1860/5010] lr: 7.500e-03, eta: 3 days, 9:25:05, time: 1.164, data_time: 0.002, memory: 10398, top1_acc: 0.3073, top5_acc: 0.5625, loss_cls: 3.2240, loss: 3.2240, grad_norm: 6.6466 2020-10-10 23:25:44,113 - mmaction - INFO - Epoch [1][1880/5010] lr: 7.500e-03, eta: 3 days, 9:23:47, time: 1.158, data_time: 0.010, memory: 10398, top1_acc: 0.2896, top5_acc: 0.5687, loss_cls: 3.2079, loss: 3.2079, grad_norm: 6.4575 2020-10-10 23:26:07,390 - mmaction - INFO - Epoch [1][1900/5010] lr: 7.500e-03, eta: 3 days, 9:22:51, time: 1.166, data_time: 0.008, memory: 10398, top1_acc: 0.3313, top5_acc: 0.5885, loss_cls: 3.0509, loss: 3.0509, grad_norm: 6.5409 2020-10-10 23:26:30,066 - mmaction - INFO - Epoch [1][1920/5010] lr: 7.500e-03, eta: 3 days, 9:20:32, time: 1.134, data_time: 0.007, memory: 10398, top1_acc: 0.3187, top5_acc: 0.5802, loss_cls: 3.1105, loss: 3.1105, grad_norm: 6.5736 2020-10-10 23:26:53,933 - mmaction - INFO - Epoch [1][1940/5010] lr: 7.500e-03, eta: 3 days, 9:20:48, time: 1.193, data_time: 0.066, memory: 10398, top1_acc: 0.2927, top5_acc: 0.5708, loss_cls: 3.1644, loss: 3.1644, grad_norm: 6.2297 2020-10-10 23:27:16,458 - mmaction - INFO - Epoch [1][1960/5010] lr: 7.500e-03, eta: 3 days, 9:18:12, time: 1.126, data_time: 0.002, memory: 10398, top1_acc: 0.3135, top5_acc: 0.5781, loss_cls: 3.1447, loss: 3.1447, grad_norm: 6.4196 2020-10-10 23:27:40,014 - mmaction - INFO - Epoch [1][1980/5010] lr: 7.500e-03, eta: 3 days, 9:17:39, time: 1.174, data_time: 0.007, memory: 10398, top1_acc: 0.2813, top5_acc: 0.5458, loss_cls: 3.2318, loss: 3.2318, grad_norm: 6.3522 2020-10-10 23:28:02,819 - mmaction - INFO - Epoch [1][2000/5010] lr: 7.500e-03, eta: 3 days, 9:15:53, time: 1.144, data_time: 0.009, memory: 10398, top1_acc: 0.3083, top5_acc: 0.5708, loss_cls: 3.1561, loss: 3.1561, grad_norm: 6.5091 2020-10-10 23:28:26,243 - mmaction - INFO - Epoch [1][2020/5010] lr: 7.500e-03, eta: 3 days, 9:15:14, time: 1.171, data_time: 0.003, memory: 10398, top1_acc: 0.3021, top5_acc: 0.5667, loss_cls: 3.1148, loss: 3.1148, grad_norm: 6.5400 2020-10-10 23:28:48,579 - mmaction - INFO - Epoch [1][2040/5010] lr: 7.500e-03, eta: 3 days, 9:12:23, time: 1.117, data_time: 0.003, memory: 10398, top1_acc: 0.3042, top5_acc: 0.5781, loss_cls: 3.1918, loss: 3.1918, grad_norm: 6.3212 2020-10-10 23:29:12,038 - mmaction - INFO - Epoch [1][2060/5010] lr: 7.500e-03, eta: 3 days, 9:11:34, time: 1.166, data_time: 0.021, memory: 10398, top1_acc: 0.3208, top5_acc: 0.5823, loss_cls: 3.0753, loss: 3.0753, grad_norm: 6.6149 2020-10-10 23:29:35,253 - mmaction - INFO - Epoch [1][2080/5010] lr: 7.500e-03, eta: 3 days, 9:10:50, time: 1.168, data_time: 0.062, memory: 10398, top1_acc: 0.3083, top5_acc: 0.5854, loss_cls: 3.1246, loss: 3.1246, grad_norm: 6.3873 2020-10-10 23:29:58,649 - mmaction - INFO - Epoch [1][2100/5010] lr: 7.500e-03, eta: 3 days, 9:10:10, time: 1.170, data_time: 0.303, memory: 10398, top1_acc: 0.3125, top5_acc: 0.5844, loss_cls: 3.0744, loss: 3.0744, grad_norm: 6.5050 2020-10-10 23:30:23,200 - mmaction - INFO - Epoch [1][2120/5010] lr: 7.500e-03, eta: 3 days, 9:11:47, time: 1.228, data_time: 0.369, memory: 10398, top1_acc: 0.3083, top5_acc: 0.5625, loss_cls: 3.1841, loss: 3.1841, grad_norm: 6.5237 2020-10-10 23:30:44,919 - mmaction - INFO - Epoch [1][2140/5010] lr: 7.500e-03, eta: 3 days, 9:07:34, time: 1.078, data_time: 0.149, memory: 10398, top1_acc: 0.3177, top5_acc: 0.5969, loss_cls: 3.0043, loss: 3.0043, grad_norm: 6.3885 2020-10-10 23:31:09,044 - mmaction - INFO - Epoch [1][2160/5010] lr: 7.500e-03, eta: 3 days, 9:08:36, time: 1.213, data_time: 0.010, memory: 10398, top1_acc: 0.2802, top5_acc: 0.5677, loss_cls: 3.2253, loss: 3.2253, grad_norm: 6.5956 2020-10-10 23:31:31,370 - mmaction - INFO - Epoch [1][2180/5010] lr: 7.500e-03, eta: 3 days, 9:05:53, time: 1.115, data_time: 0.009, memory: 10398, top1_acc: 0.3021, top5_acc: 0.5583, loss_cls: 3.1991, loss: 3.1991, grad_norm: 6.5624 2020-10-10 23:31:55,605 - mmaction - INFO - Epoch [1][2200/5010] lr: 7.500e-03, eta: 3 days, 9:06:56, time: 1.214, data_time: 0.059, memory: 10398, top1_acc: 0.2979, top5_acc: 0.5385, loss_cls: 3.2675, loss: 3.2675, grad_norm: 6.3496 2020-10-10 23:32:19,529 - mmaction - INFO - Epoch [1][2220/5010] lr: 7.500e-03, eta: 3 days, 9:07:12, time: 1.194, data_time: 0.002, memory: 10398, top1_acc: 0.3458, top5_acc: 0.5854, loss_cls: 3.0264, loss: 3.0264, grad_norm: 6.5598 2020-10-10 23:32:42,632 - mmaction - INFO - Epoch [1][2240/5010] lr: 7.500e-03, eta: 3 days, 9:06:07, time: 1.158, data_time: 0.008, memory: 10398, top1_acc: 0.3135, top5_acc: 0.5760, loss_cls: 3.1492, loss: 3.1492, grad_norm: 6.6008 2020-10-10 23:33:06,070 - mmaction - INFO - Epoch [1][2260/5010] lr: 7.500e-03, eta: 3 days, 9:05:28, time: 1.169, data_time: 0.002, memory: 10398, top1_acc: 0.3021, top5_acc: 0.6021, loss_cls: 3.1111, loss: 3.1111, grad_norm: 6.4201 2020-10-10 23:33:29,395 - mmaction - INFO - Epoch [1][2280/5010] lr: 7.500e-03, eta: 3 days, 9:04:50, time: 1.169, data_time: 0.008, memory: 10398, top1_acc: 0.3063, top5_acc: 0.5490, loss_cls: 3.2372, loss: 3.2372, grad_norm: 6.5092 2020-10-10 23:33:54,506 - mmaction - INFO - Epoch [1][2300/5010] lr: 7.500e-03, eta: 3 days, 9:07:18, time: 1.255, data_time: 0.002, memory: 10398, top1_acc: 0.3292, top5_acc: 0.5948, loss_cls: 3.0181, loss: 3.0181, grad_norm: 6.3320 2020-10-10 23:34:17,201 - mmaction - INFO - Epoch [1][2320/5010] lr: 7.500e-03, eta: 3 days, 9:05:23, time: 1.134, data_time: 0.002, memory: 10398, top1_acc: 0.3198, top5_acc: 0.5802, loss_cls: 3.0634, loss: 3.0634, grad_norm: 6.5159 2020-10-10 23:34:39,928 - mmaction - INFO - Epoch [1][2340/5010] lr: 7.500e-03, eta: 3 days, 9:03:26, time: 1.132, data_time: 0.005, memory: 10398, top1_acc: 0.3417, top5_acc: 0.5771, loss_cls: 3.0475, loss: 3.0475, grad_norm: 6.4969 2020-10-10 23:35:03,185 - mmaction - INFO - Epoch [1][2360/5010] lr: 7.500e-03, eta: 3 days, 9:02:38, time: 1.164, data_time: 0.010, memory: 10398, top1_acc: 0.3042, top5_acc: 0.5615, loss_cls: 3.1449, loss: 3.1449, grad_norm: 6.6030 2020-10-10 23:35:26,793 - mmaction - INFO - Epoch [1][2380/5010] lr: 7.500e-03, eta: 3 days, 9:02:31, time: 1.184, data_time: 0.005, memory: 10398, top1_acc: 0.3271, top5_acc: 0.6062, loss_cls: 2.9905, loss: 2.9905, grad_norm: 6.7885 2020-10-10 23:35:49,788 - mmaction - INFO - Epoch [1][2400/5010] lr: 7.500e-03, eta: 3 days, 9:01:15, time: 1.150, data_time: 0.002, memory: 10398, top1_acc: 0.3021, top5_acc: 0.5719, loss_cls: 3.1785, loss: 3.1785, grad_norm: 6.5303 2020-10-10 23:36:13,260 - mmaction - INFO - Epoch [1][2420/5010] lr: 7.500e-03, eta: 3 days, 9:00:37, time: 1.169, data_time: 0.006, memory: 10398, top1_acc: 0.2969, top5_acc: 0.5823, loss_cls: 3.0853, loss: 3.0853, grad_norm: 6.5526 2020-10-10 23:36:36,788 - mmaction - INFO - Epoch [1][2440/5010] lr: 7.500e-03, eta: 3 days, 9:00:24, time: 1.181, data_time: 0.008, memory: 10398, top1_acc: 0.3271, top5_acc: 0.6188, loss_cls: 2.9889, loss: 2.9889, grad_norm: 6.4185 2020-10-10 23:37:01,268 - mmaction - INFO - Epoch [1][2460/5010] lr: 7.500e-03, eta: 3 days, 9:01:38, time: 1.224, data_time: 0.007, memory: 10398, top1_acc: 0.3135, top5_acc: 0.5990, loss_cls: 3.0073, loss: 3.0073, grad_norm: 6.3149 2020-10-10 23:37:22,808 - mmaction - INFO - Epoch [1][2480/5010] lr: 7.500e-03, eta: 3 days, 8:57:57, time: 1.077, data_time: 0.002, memory: 10398, top1_acc: 0.3354, top5_acc: 0.5958, loss_cls: 2.9599, loss: 2.9599, grad_norm: 6.5157 2020-10-10 23:37:45,790 - mmaction - INFO - Epoch [1][2500/5010] lr: 7.500e-03, eta: 3 days, 8:56:42, time: 1.149, data_time: 0.002, memory: 10398, top1_acc: 0.3135, top5_acc: 0.5833, loss_cls: 3.1131, loss: 3.1131, grad_norm: 6.4415 2020-10-10 23:38:11,021 - mmaction - INFO - Epoch [1][2520/5010] lr: 7.500e-03, eta: 3 days, 8:59:03, time: 1.259, data_time: 0.005, memory: 10398, top1_acc: 0.2969, top5_acc: 0.5646, loss_cls: 3.1477, loss: 3.1477, grad_norm: 6.2602 2020-10-10 23:38:34,464 - mmaction - INFO - Epoch [1][2540/5010] lr: 7.500e-03, eta: 3 days, 8:58:22, time: 1.167, data_time: 0.009, memory: 10398, top1_acc: 0.3104, top5_acc: 0.5740, loss_cls: 3.0907, loss: 3.0907, grad_norm: 6.6863 2020-10-10 23:38:58,452 - mmaction - INFO - Epoch [1][2560/5010] lr: 7.500e-03, eta: 3 days, 8:59:01, time: 1.208, data_time: 0.011, memory: 10398, top1_acc: 0.3250, top5_acc: 0.5885, loss_cls: 3.0748, loss: 3.0748, grad_norm: 6.4584 2020-10-10 23:39:21,256 - mmaction - INFO - Epoch [1][2580/5010] lr: 7.500e-03, eta: 3 days, 8:57:27, time: 1.139, data_time: 0.002, memory: 10398, top1_acc: 0.3438, top5_acc: 0.6104, loss_cls: 2.9677, loss: 2.9677, grad_norm: 6.4253 2020-10-10 23:39:45,161 - mmaction - INFO - Epoch [1][2600/5010] lr: 7.500e-03, eta: 3 days, 8:57:42, time: 1.196, data_time: 0.223, memory: 10398, top1_acc: 0.3281, top5_acc: 0.6083, loss_cls: 2.9448, loss: 2.9448, grad_norm: 6.2151 2020-10-10 23:40:07,664 - mmaction - INFO - Epoch [1][2620/5010] lr: 7.500e-03, eta: 3 days, 8:55:38, time: 1.123, data_time: 0.254, memory: 10398, top1_acc: 0.3042, top5_acc: 0.5646, loss_cls: 3.2480, loss: 3.2480, grad_norm: 6.6057 2020-10-10 23:40:31,042 - mmaction - INFO - Epoch [1][2640/5010] lr: 7.500e-03, eta: 3 days, 8:55:05, time: 1.170, data_time: 0.284, memory: 10398, top1_acc: 0.3083, top5_acc: 0.5677, loss_cls: 3.0995, loss: 3.0995, grad_norm: 6.2826 2020-10-10 23:40:55,316 - mmaction - INFO - Epoch [1][2660/5010] lr: 7.500e-03, eta: 3 days, 8:55:55, time: 1.215, data_time: 0.365, memory: 10398, top1_acc: 0.3260, top5_acc: 0.5740, loss_cls: 3.1014, loss: 3.1014, grad_norm: 6.3852 2020-10-10 23:41:22,602 - mmaction - INFO - Epoch [1][2680/5010] lr: 7.500e-03, eta: 3 days, 9:01:20, time: 1.364, data_time: 0.251, memory: 10398, top1_acc: 0.3271, top5_acc: 0.5937, loss_cls: 3.0287, loss: 3.0287, grad_norm: 6.3360 2020-10-10 23:41:43,599 - mmaction - INFO - Epoch [1][2700/5010] lr: 7.500e-03, eta: 3 days, 8:57:05, time: 1.051, data_time: 0.003, memory: 10398, top1_acc: 0.3406, top5_acc: 0.6062, loss_cls: 2.9874, loss: 2.9874, grad_norm: 6.5410 2020-10-10 23:42:08,233 - mmaction - INFO - Epoch [1][2720/5010] lr: 7.500e-03, eta: 3 days, 8:58:07, time: 1.223, data_time: 0.016, memory: 10398, top1_acc: 0.3323, top5_acc: 0.5948, loss_cls: 3.0271, loss: 3.0271, grad_norm: 6.1291 2020-10-10 23:42:31,487 - mmaction - INFO - Epoch [1][2740/5010] lr: 7.500e-03, eta: 3 days, 8:57:27, time: 1.167, data_time: 0.024, memory: 10398, top1_acc: 0.3406, top5_acc: 0.6031, loss_cls: 2.9432, loss: 2.9432, grad_norm: 6.2674 2020-10-10 23:42:55,576 - mmaction - INFO - Epoch [1][2760/5010] lr: 7.500e-03, eta: 3 days, 8:58:00, time: 1.208, data_time: 0.020, memory: 10398, top1_acc: 0.3302, top5_acc: 0.6104, loss_cls: 2.9785, loss: 2.9785, grad_norm: 6.4557 2020-10-10 23:43:18,349 - mmaction - INFO - Epoch [1][2780/5010] lr: 7.500e-03, eta: 3 days, 8:56:28, time: 1.138, data_time: 0.013, memory: 10398, top1_acc: 0.3438, top5_acc: 0.6135, loss_cls: 2.9469, loss: 2.9469, grad_norm: 6.6947 2020-10-10 23:43:43,478 - mmaction - INFO - Epoch [1][2800/5010] lr: 7.500e-03, eta: 3 days, 8:58:27, time: 1.257, data_time: 0.012, memory: 10398, top1_acc: 0.3375, top5_acc: 0.5885, loss_cls: 2.9844, loss: 2.9844, grad_norm: 6.4670 2020-10-10 23:44:05,959 - mmaction - INFO - Epoch [1][2820/5010] lr: 7.500e-03, eta: 3 days, 8:56:31, time: 1.124, data_time: 0.002, memory: 10398, top1_acc: 0.3354, top5_acc: 0.5948, loss_cls: 3.0133, loss: 3.0133, grad_norm: 6.5169 2020-10-10 23:44:30,100 - mmaction - INFO - Epoch [1][2840/5010] lr: 7.500e-03, eta: 3 days, 8:57:01, time: 1.207, data_time: 0.007, memory: 10398, top1_acc: 0.3365, top5_acc: 0.6177, loss_cls: 2.9731, loss: 2.9731, grad_norm: 6.4546 2020-10-10 23:44:52,082 - mmaction - INFO - Epoch [1][2860/5010] lr: 7.500e-03, eta: 3 days, 8:54:23, time: 1.099, data_time: 0.002, memory: 10398, top1_acc: 0.3563, top5_acc: 0.6146, loss_cls: 2.9424, loss: 2.9424, grad_norm: 6.4034 2020-10-10 23:45:15,195 - mmaction - INFO - Epoch [1][2880/5010] lr: 7.500e-03, eta: 3 days, 8:53:24, time: 1.156, data_time: 0.005, memory: 10398, top1_acc: 0.3479, top5_acc: 0.6240, loss_cls: 2.8725, loss: 2.8725, grad_norm: 6.3860 2020-10-10 23:45:38,829 - mmaction - INFO - Epoch [1][2900/5010] lr: 7.500e-03, eta: 3 days, 8:53:06, time: 1.179, data_time: 0.007, memory: 10398, top1_acc: 0.3396, top5_acc: 0.6167, loss_cls: 2.9867, loss: 2.9867, grad_norm: 6.2857 2020-10-10 23:46:02,858 - mmaction - INFO - Epoch [1][2920/5010] lr: 7.500e-03, eta: 3 days, 8:53:25, time: 1.201, data_time: 0.015, memory: 10398, top1_acc: 0.3177, top5_acc: 0.6104, loss_cls: 3.0199, loss: 3.0199, grad_norm: 6.5128 2020-10-10 23:46:25,098 - mmaction - INFO - Epoch [1][2940/5010] lr: 7.500e-03, eta: 3 days, 8:51:17, time: 1.114, data_time: 0.055, memory: 10398, top1_acc: 0.3542, top5_acc: 0.6021, loss_cls: 2.9110, loss: 2.9110, grad_norm: 6.4296 2020-10-10 23:46:49,159 - mmaction - INFO - Epoch [1][2960/5010] lr: 7.500e-03, eta: 3 days, 8:51:40, time: 1.204, data_time: 0.050, memory: 10398, top1_acc: 0.3281, top5_acc: 0.6083, loss_cls: 2.9645, loss: 2.9645, grad_norm: 6.5540 2020-10-10 23:47:12,977 - mmaction - INFO - Epoch [1][2980/5010] lr: 7.500e-03, eta: 3 days, 8:51:34, time: 1.187, data_time: 0.006, memory: 10398, top1_acc: 0.3354, top5_acc: 0.5927, loss_cls: 2.9523, loss: 2.9523, grad_norm: 6.0116 2020-10-10 23:47:36,529 - mmaction - INFO - Epoch [1][3000/5010] lr: 7.500e-03, eta: 3 days, 8:51:21, time: 1.182, data_time: 0.009, memory: 10398, top1_acc: 0.3427, top5_acc: 0.5854, loss_cls: 3.0441, loss: 3.0441, grad_norm: 6.3515 2020-10-10 23:47:58,947 - mmaction - INFO - Epoch [1][3020/5010] lr: 7.500e-03, eta: 3 days, 8:49:26, time: 1.121, data_time: 0.009, memory: 10398, top1_acc: 0.3521, top5_acc: 0.5792, loss_cls: 2.9845, loss: 2.9845, grad_norm: 6.3281 2020-10-10 23:48:21,919 - mmaction - INFO - Epoch [1][3040/5010] lr: 7.500e-03, eta: 3 days, 8:48:18, time: 1.148, data_time: 0.002, memory: 10398, top1_acc: 0.3604, top5_acc: 0.6219, loss_cls: 2.8532, loss: 2.8532, grad_norm: 6.4628 2020-10-10 23:48:45,078 - mmaction - INFO - Epoch [1][3060/5010] lr: 7.500e-03, eta: 3 days, 8:47:27, time: 1.158, data_time: 0.002, memory: 10398, top1_acc: 0.3531, top5_acc: 0.6323, loss_cls: 2.9127, loss: 2.9127, grad_norm: 6.6128 2020-10-10 23:49:10,122 - mmaction - INFO - Epoch [1][3080/5010] lr: 7.500e-03, eta: 3 days, 8:48:56, time: 1.245, data_time: 0.037, memory: 10398, top1_acc: 0.3531, top5_acc: 0.6021, loss_cls: 2.9150, loss: 2.9150, grad_norm: 6.3826 2020-10-10 23:49:33,861 - mmaction - INFO - Epoch [1][3100/5010] lr: 7.500e-03, eta: 3 days, 8:48:56, time: 1.191, data_time: 0.011, memory: 10398, top1_acc: 0.3292, top5_acc: 0.5937, loss_cls: 3.0217, loss: 3.0217, grad_norm: 6.4047 2020-10-10 23:49:56,943 - mmaction - INFO - Epoch [1][3120/5010] lr: 7.500e-03, eta: 3 days, 8:48:02, time: 1.156, data_time: 0.009, memory: 10398, top1_acc: 0.3083, top5_acc: 0.5896, loss_cls: 3.0332, loss: 3.0332, grad_norm: 6.5010 2020-10-10 23:50:20,293 - mmaction - INFO - Epoch [1][3140/5010] lr: 7.500e-03, eta: 3 days, 8:47:26, time: 1.168, data_time: 0.003, memory: 10398, top1_acc: 0.3458, top5_acc: 0.6021, loss_cls: 3.0063, loss: 3.0063, grad_norm: 6.1597 2020-10-10 23:50:43,897 - mmaction - INFO - Epoch [1][3160/5010] lr: 7.500e-03, eta: 3 days, 8:47:09, time: 1.180, data_time: 0.020, memory: 10398, top1_acc: 0.3344, top5_acc: 0.6104, loss_cls: 2.9342, loss: 2.9342, grad_norm: 6.3922 2020-10-10 23:51:08,273 - mmaction - INFO - Epoch [1][3180/5010] lr: 7.500e-03, eta: 3 days, 8:47:52, time: 1.219, data_time: 0.037, memory: 10398, top1_acc: 0.3427, top5_acc: 0.6042, loss_cls: 2.9034, loss: 2.9034, grad_norm: 6.3096 2020-10-10 23:51:30,741 - mmaction - INFO - Epoch [1][3200/5010] lr: 7.500e-03, eta: 3 days, 8:46:08, time: 1.123, data_time: 0.006, memory: 10398, top1_acc: 0.3135, top5_acc: 0.6073, loss_cls: 2.9984, loss: 2.9984, grad_norm: 6.5435 2020-10-10 23:51:54,211 - mmaction - INFO - Epoch [1][3220/5010] lr: 7.500e-03, eta: 3 days, 8:45:40, time: 1.173, data_time: 0.002, memory: 10398, top1_acc: 0.3333, top5_acc: 0.6156, loss_cls: 2.9569, loss: 2.9569, grad_norm: 6.4245 2020-10-10 23:52:17,796 - mmaction - INFO - Epoch [1][3240/5010] lr: 7.500e-03, eta: 3 days, 8:45:21, time: 1.179, data_time: 0.024, memory: 10398, top1_acc: 0.3708, top5_acc: 0.6135, loss_cls: 2.8396, loss: 2.8396, grad_norm: 6.3620 2020-10-10 23:52:40,904 - mmaction - INFO - Epoch [1][3260/5010] lr: 7.500e-03, eta: 3 days, 8:44:28, time: 1.156, data_time: 0.009, memory: 10398, top1_acc: 0.3521, top5_acc: 0.6302, loss_cls: 2.8998, loss: 2.8998, grad_norm: 6.7445 2020-10-10 23:53:04,288 - mmaction - INFO - Epoch [1][3280/5010] lr: 7.500e-03, eta: 3 days, 8:43:55, time: 1.169, data_time: 0.008, memory: 10398, top1_acc: 0.3240, top5_acc: 0.6062, loss_cls: 2.9312, loss: 2.9312, grad_norm: 6.5352 2020-10-10 23:53:28,676 - mmaction - INFO - Epoch [1][3300/5010] lr: 7.500e-03, eta: 3 days, 8:44:35, time: 1.218, data_time: 0.002, memory: 10398, top1_acc: 0.3562, top5_acc: 0.6271, loss_cls: 2.8524, loss: 2.8524, grad_norm: 6.5904 2020-10-10 23:53:49,997 - mmaction - INFO - Epoch [1][3320/5010] lr: 7.500e-03, eta: 3 days, 8:41:30, time: 1.067, data_time: 0.003, memory: 10398, top1_acc: 0.3271, top5_acc: 0.5990, loss_cls: 3.0006, loss: 3.0006, grad_norm: 6.5280 2020-10-10 23:54:15,216 - mmaction - INFO - Epoch [1][3340/5010] lr: 7.500e-03, eta: 3 days, 8:43:02, time: 1.253, data_time: 0.181, memory: 10398, top1_acc: 0.3813, top5_acc: 0.6469, loss_cls: 2.7740, loss: 2.7740, grad_norm: 6.5518 2020-10-10 23:54:37,867 - mmaction - INFO - Epoch [1][3360/5010] lr: 7.500e-03, eta: 3 days, 8:41:46, time: 1.140, data_time: 0.221, memory: 10398, top1_acc: 0.3615, top5_acc: 0.6156, loss_cls: 2.8659, loss: 2.8659, grad_norm: 6.3981 2020-10-10 23:55:01,019 - mmaction - INFO - Epoch [1][3380/5010] lr: 7.500e-03, eta: 3 days, 8:40:55, time: 1.157, data_time: 0.008, memory: 10398, top1_acc: 0.3688, top5_acc: 0.6406, loss_cls: 2.7981, loss: 2.7981, grad_norm: 6.6284 2020-10-10 23:55:24,519 - mmaction - INFO - Epoch [1][3400/5010] lr: 7.500e-03, eta: 3 days, 8:40:32, time: 1.176, data_time: 0.003, memory: 10398, top1_acc: 0.3635, top5_acc: 0.6271, loss_cls: 2.8473, loss: 2.8473, grad_norm: 6.5678 2020-10-10 23:55:47,503 - mmaction - INFO - Epoch [1][3420/5010] lr: 7.500e-03, eta: 3 days, 8:39:31, time: 1.149, data_time: 0.002, memory: 10398, top1_acc: 0.3542, top5_acc: 0.6198, loss_cls: 2.8695, loss: 2.8695, grad_norm: 6.1922 2020-10-10 23:56:13,123 - mmaction - INFO - Epoch [1][3440/5010] lr: 7.500e-03, eta: 3 days, 8:41:39, time: 1.281, data_time: 0.002, memory: 10398, top1_acc: 0.3604, top5_acc: 0.6385, loss_cls: 2.8167, loss: 2.8167, grad_norm: 6.3671 2020-10-10 23:56:36,822 - mmaction - INFO - Epoch [1][3460/5010] lr: 7.500e-03, eta: 3 days, 8:41:21, time: 1.180, data_time: 0.008, memory: 10398, top1_acc: 0.3365, top5_acc: 0.6302, loss_cls: 2.9144, loss: 2.9144, grad_norm: 6.4185 2020-10-10 23:56:59,248 - mmaction - INFO - Epoch [1][3480/5010] lr: 7.500e-03, eta: 3 days, 8:39:48, time: 1.127, data_time: 0.008, memory: 10398, top1_acc: 0.3458, top5_acc: 0.6146, loss_cls: 2.9345, loss: 2.9345, grad_norm: 6.4641 2020-10-10 23:57:21,258 - mmaction - INFO - Epoch [1][3500/5010] lr: 7.500e-03, eta: 3 days, 8:37:38, time: 1.100, data_time: 0.002, memory: 10398, top1_acc: 0.3375, top5_acc: 0.6344, loss_cls: 2.8807, loss: 2.8807, grad_norm: 6.5886 2020-10-10 23:57:45,243 - mmaction - INFO - Epoch [1][3520/5010] lr: 7.500e-03, eta: 3 days, 8:37:49, time: 1.200, data_time: 0.003, memory: 10398, top1_acc: 0.3438, top5_acc: 0.6156, loss_cls: 2.9129, loss: 2.9129, grad_norm: 6.5488 2020-10-10 23:58:09,481 - mmaction - INFO - Epoch [1][3540/5010] lr: 7.500e-03, eta: 3 days, 8:38:05, time: 1.204, data_time: 0.055, memory: 10398, top1_acc: 0.3667, top5_acc: 0.6250, loss_cls: 2.8326, loss: 2.8326, grad_norm: 6.3307 2020-10-10 23:58:33,570 - mmaction - INFO - Epoch [1][3560/5010] lr: 7.500e-03, eta: 3 days, 8:38:24, time: 1.206, data_time: 0.214, memory: 10398, top1_acc: 0.3219, top5_acc: 0.6063, loss_cls: 3.0714, loss: 3.0714, grad_norm: 6.3856 2020-10-10 23:58:57,759 - mmaction - INFO - Epoch [1][3580/5010] lr: 7.500e-03, eta: 3 days, 8:38:56, time: 1.216, data_time: 0.010, memory: 10398, top1_acc: 0.3646, top5_acc: 0.6250, loss_cls: 2.8612, loss: 2.8612, grad_norm: 6.5440 2020-10-10 23:59:19,923 - mmaction - INFO - Epoch [1][3600/5010] lr: 7.500e-03, eta: 3 days, 8:37:00, time: 1.108, data_time: 0.002, memory: 10398, top1_acc: 0.3552, top5_acc: 0.6115, loss_cls: 2.9011, loss: 2.9011, grad_norm: 6.2004 2020-10-10 23:59:42,910 - mmaction - INFO - Epoch [1][3620/5010] lr: 7.500e-03, eta: 3 days, 8:35:57, time: 1.146, data_time: 0.007, memory: 10398, top1_acc: 0.3448, top5_acc: 0.6125, loss_cls: 2.9163, loss: 2.9163, grad_norm: 6.5776 2020-10-11 00:00:10,606 - mmaction - INFO - Epoch [1][3640/5010] lr: 7.500e-03, eta: 3 days, 8:40:15, time: 1.383, data_time: 0.007, memory: 10398, top1_acc: 0.3854, top5_acc: 0.6240, loss_cls: 2.8149, loss: 2.8149, grad_norm: 6.3551 2020-10-11 00:00:31,553 - mmaction - INFO - Epoch [1][3660/5010] lr: 7.500e-03, eta: 3 days, 8:36:49, time: 1.041, data_time: 0.009, memory: 10398, top1_acc: 0.3677, top5_acc: 0.6365, loss_cls: 2.7624, loss: 2.7624, grad_norm: 6.0627 2020-10-11 00:00:56,140 - mmaction - INFO - Epoch [1][3680/5010] lr: 7.500e-03, eta: 3 days, 8:37:52, time: 1.240, data_time: 0.023, memory: 10398, top1_acc: 0.3781, top5_acc: 0.6375, loss_cls: 2.8810, loss: 2.8810, grad_norm: 6.3948 2020-10-11 00:01:20,337 - mmaction - INFO - Epoch [1][3700/5010] lr: 7.500e-03, eta: 3 days, 8:38:14, time: 1.210, data_time: 0.002, memory: 10398, top1_acc: 0.3708, top5_acc: 0.6427, loss_cls: 2.8571, loss: 2.8571, grad_norm: 6.3174 2020-10-11 00:01:43,354 - mmaction - INFO - Epoch [1][3720/5010] lr: 7.500e-03, eta: 3 days, 8:37:09, time: 1.145, data_time: 0.007, memory: 10398, top1_acc: 0.3438, top5_acc: 0.6333, loss_cls: 2.8805, loss: 2.8805, grad_norm: 6.2868 2020-10-11 00:02:05,948 - mmaction - INFO - Epoch [1][3740/5010] lr: 7.500e-03, eta: 3 days, 8:35:47, time: 1.132, data_time: 0.009, memory: 10398, top1_acc: 0.3458, top5_acc: 0.6000, loss_cls: 2.9325, loss: 2.9325, grad_norm: 6.8704 2020-10-11 00:02:28,717 - mmaction - INFO - Epoch [1][3760/5010] lr: 7.500e-03, eta: 3 days, 8:34:37, time: 1.140, data_time: 0.033, memory: 10398, top1_acc: 0.3500, top5_acc: 0.6250, loss_cls: 2.8766, loss: 2.8766, grad_norm: 6.1903 2020-10-11 00:02:52,630 - mmaction - INFO - Epoch [1][3780/5010] lr: 7.500e-03, eta: 3 days, 8:34:42, time: 1.197, data_time: 0.207, memory: 10398, top1_acc: 0.3740, top5_acc: 0.6375, loss_cls: 2.7783, loss: 2.7783, grad_norm: 6.4823 2020-10-11 00:03:16,902 - mmaction - INFO - Epoch [1][3800/5010] lr: 7.500e-03, eta: 3 days, 8:34:59, time: 1.207, data_time: 0.034, memory: 10398, top1_acc: 0.3635, top5_acc: 0.6260, loss_cls: 2.8075, loss: 2.8075, grad_norm: 6.4708 2020-10-11 00:03:40,097 - mmaction - INFO - Epoch [1][3820/5010] lr: 7.500e-03, eta: 3 days, 8:34:23, time: 1.166, data_time: 0.010, memory: 10398, top1_acc: 0.3552, top5_acc: 0.6167, loss_cls: 2.9041, loss: 2.9041, grad_norm: 6.2767 2020-10-11 00:04:03,848 - mmaction - INFO - Epoch [1][3840/5010] lr: 7.500e-03, eta: 3 days, 8:34:09, time: 1.183, data_time: 0.002, memory: 10398, top1_acc: 0.3594, top5_acc: 0.6250, loss_cls: 2.8035, loss: 2.8035, grad_norm: 6.3940 2020-10-11 00:04:27,841 - mmaction - INFO - Epoch [1][3860/5010] lr: 7.500e-03, eta: 3 days, 8:34:16, time: 1.200, data_time: 0.008, memory: 10398, top1_acc: 0.3615, top5_acc: 0.6021, loss_cls: 2.8577, loss: 2.8577, grad_norm: 6.5310 2020-10-11 00:04:49,132 - mmaction - INFO - Epoch [1][3880/5010] lr: 7.500e-03, eta: 3 days, 8:31:36, time: 1.069, data_time: 0.006, memory: 10398, top1_acc: 0.3698, top5_acc: 0.6354, loss_cls: 2.7844, loss: 2.7844, grad_norm: 6.6301 2020-10-11 00:05:12,732 - mmaction - INFO - Epoch [1][3900/5010] lr: 7.500e-03, eta: 3 days, 8:31:11, time: 1.174, data_time: 0.006, memory: 10398, top1_acc: 0.3823, top5_acc: 0.6542, loss_cls: 2.7613, loss: 2.7613, grad_norm: 6.5218 2020-10-11 00:05:36,429 - mmaction - INFO - Epoch [1][3920/5010] lr: 7.500e-03, eta: 3 days, 8:31:06, time: 1.190, data_time: 0.009, memory: 10398, top1_acc: 0.3479, top5_acc: 0.6198, loss_cls: 2.8860, loss: 2.8860, grad_norm: 6.4919 2020-10-11 00:06:00,394 - mmaction - INFO - Epoch [1][3940/5010] lr: 7.500e-03, eta: 3 days, 8:31:08, time: 1.195, data_time: 0.007, memory: 10398, top1_acc: 0.3750, top5_acc: 0.6312, loss_cls: 2.8354, loss: 2.8354, grad_norm: 6.2059 2020-10-11 00:06:24,023 - mmaction - INFO - Epoch [1][3960/5010] lr: 7.500e-03, eta: 3 days, 8:30:55, time: 1.184, data_time: 0.008, memory: 10398, top1_acc: 0.3677, top5_acc: 0.6125, loss_cls: 2.9125, loss: 2.9125, grad_norm: 6.2946 2020-10-11 00:06:46,127 - mmaction - INFO - Epoch [1][3980/5010] lr: 7.500e-03, eta: 3 days, 8:29:04, time: 1.105, data_time: 0.002, memory: 10398, top1_acc: 0.3448, top5_acc: 0.6135, loss_cls: 2.9569, loss: 2.9569, grad_norm: 6.4999 2020-10-11 00:07:10,133 - mmaction - INFO - Epoch [1][4000/5010] lr: 7.500e-03, eta: 3 days, 8:29:08, time: 1.198, data_time: 0.008, memory: 10398, top1_acc: 0.3521, top5_acc: 0.6052, loss_cls: 2.9168, loss: 2.9168, grad_norm: 6.1608 2020-10-11 00:07:34,652 - mmaction - INFO - Epoch [1][4020/5010] lr: 7.500e-03, eta: 3 days, 8:29:39, time: 1.220, data_time: 0.008, memory: 10398, top1_acc: 0.3479, top5_acc: 0.6021, loss_cls: 2.9619, loss: 2.9619, grad_norm: 6.5299 2020-10-11 00:07:57,300 - mmaction - INFO - Epoch [1][4040/5010] lr: 7.500e-03, eta: 3 days, 8:28:33, time: 1.141, data_time: 0.011, memory: 10398, top1_acc: 0.3844, top5_acc: 0.6469, loss_cls: 2.7502, loss: 2.7502, grad_norm: 6.2349 2020-10-11 00:08:21,467 - mmaction - INFO - Epoch [1][4060/5010] lr: 7.500e-03, eta: 3 days, 8:28:48, time: 1.207, data_time: 0.002, memory: 10398, top1_acc: 0.3771, top5_acc: 0.6313, loss_cls: 2.8306, loss: 2.8306, grad_norm: 6.6136 2020-10-11 00:08:45,348 - mmaction - INFO - Epoch [1][4080/5010] lr: 7.500e-03, eta: 3 days, 8:28:48, time: 1.195, data_time: 0.003, memory: 10398, top1_acc: 0.3708, top5_acc: 0.6354, loss_cls: 2.8837, loss: 2.8837, grad_norm: 6.5106 2020-10-11 00:09:08,626 - mmaction - INFO - Epoch [1][4100/5010] lr: 7.500e-03, eta: 3 days, 8:28:01, time: 1.156, data_time: 0.006, memory: 10398, top1_acc: 0.3552, top5_acc: 0.6271, loss_cls: 2.8478, loss: 2.8478, grad_norm: 6.3143 2020-10-11 00:09:32,115 - mmaction - INFO - Epoch [1][4120/5010] lr: 7.500e-03, eta: 3 days, 8:27:42, time: 1.179, data_time: 0.011, memory: 10398, top1_acc: 0.3677, top5_acc: 0.6323, loss_cls: 2.7983, loss: 2.7983, grad_norm: 6.6792 2020-10-11 00:09:55,992 - mmaction - INFO - Epoch [1][4140/5010] lr: 7.500e-03, eta: 3 days, 8:27:44, time: 1.196, data_time: 0.008, memory: 10398, top1_acc: 0.3688, top5_acc: 0.6260, loss_cls: 2.7529, loss: 2.7529, grad_norm: 6.3726 2020-10-11 00:10:18,064 - mmaction - INFO - Epoch [1][4160/5010] lr: 7.500e-03, eta: 3 days, 8:25:55, time: 1.104, data_time: 0.002, memory: 10398, top1_acc: 0.3458, top5_acc: 0.6510, loss_cls: 2.7905, loss: 2.7905, grad_norm: 6.7286 2020-10-11 00:10:41,180 - mmaction - INFO - Epoch [1][4180/5010] lr: 7.500e-03, eta: 3 days, 8:25:04, time: 1.152, data_time: 0.007, memory: 10398, top1_acc: 0.3250, top5_acc: 0.6135, loss_cls: 2.8907, loss: 2.8907, grad_norm: 6.5321 2020-10-11 00:11:04,633 - mmaction - INFO - Epoch [1][4200/5010] lr: 7.500e-03, eta: 3 days, 8:24:42, time: 1.177, data_time: 0.008, memory: 10398, top1_acc: 0.3688, top5_acc: 0.6458, loss_cls: 2.7664, loss: 2.7664, grad_norm: 6.2700 2020-10-11 00:11:27,698 - mmaction - INFO - Epoch [1][4220/5010] lr: 7.500e-03, eta: 3 days, 8:23:52, time: 1.153, data_time: 0.002, memory: 10398, top1_acc: 0.3906, top5_acc: 0.6677, loss_cls: 2.6989, loss: 2.6989, grad_norm: 6.4258 2020-10-11 00:11:50,598 - mmaction - INFO - Epoch [1][4240/5010] lr: 7.500e-03, eta: 3 days, 8:22:53, time: 1.145, data_time: 0.217, memory: 10398, top1_acc: 0.3667, top5_acc: 0.6354, loss_cls: 2.7550, loss: 2.7550, grad_norm: 6.3412 2020-10-11 00:12:14,326 - mmaction - INFO - Epoch [1][4260/5010] lr: 7.500e-03, eta: 3 days, 8:22:40, time: 1.184, data_time: 0.008, memory: 10398, top1_acc: 0.3656, top5_acc: 0.6396, loss_cls: 2.7702, loss: 2.7702, grad_norm: 6.3533 2020-10-11 00:12:37,962 - mmaction - INFO - Epoch [1][4280/5010] lr: 7.500e-03, eta: 3 days, 8:22:27, time: 1.184, data_time: 0.008, memory: 10398, top1_acc: 0.3698, top5_acc: 0.6312, loss_cls: 2.8289, loss: 2.8289, grad_norm: 6.4524 2020-10-11 00:13:01,595 - mmaction - INFO - Epoch [1][4300/5010] lr: 7.500e-03, eta: 3 days, 8:22:11, time: 1.181, data_time: 0.002, memory: 10398, top1_acc: 0.3708, top5_acc: 0.6198, loss_cls: 2.8448, loss: 2.8448, grad_norm: 6.6433 2020-10-11 00:13:24,412 - mmaction - INFO - Epoch [1][4320/5010] lr: 7.500e-03, eta: 3 days, 8:21:08, time: 1.141, data_time: 0.002, memory: 10398, top1_acc: 0.3542, top5_acc: 0.6250, loss_cls: 2.8414, loss: 2.8414, grad_norm: 6.4663 2020-10-11 00:13:48,535 - mmaction - INFO - Epoch [1][4340/5010] lr: 7.500e-03, eta: 3 days, 8:21:13, time: 1.200, data_time: 0.002, memory: 10398, top1_acc: 0.3688, top5_acc: 0.6333, loss_cls: 2.7962, loss: 2.7962, grad_norm: 6.3686 2020-10-11 00:14:11,441 - mmaction - INFO - Epoch [1][4360/5010] lr: 7.500e-03, eta: 3 days, 8:20:23, time: 1.152, data_time: 0.009, memory: 10398, top1_acc: 0.3615, top5_acc: 0.6177, loss_cls: 2.8587, loss: 2.8587, grad_norm: 6.2109 2020-10-11 00:14:35,067 - mmaction - INFO - Epoch [1][4380/5010] lr: 7.500e-03, eta: 3 days, 8:19:58, time: 1.174, data_time: 0.005, memory: 10398, top1_acc: 0.3885, top5_acc: 0.6510, loss_cls: 2.6817, loss: 2.6817, grad_norm: 6.1661 2020-10-11 00:14:58,156 - mmaction - INFO - Epoch [1][4400/5010] lr: 7.500e-03, eta: 3 days, 8:19:19, time: 1.161, data_time: 0.010, memory: 10398, top1_acc: 0.3708, top5_acc: 0.6365, loss_cls: 2.7658, loss: 2.7658, grad_norm: 6.4765 2020-10-11 00:15:21,538 - mmaction - INFO - Epoch [1][4420/5010] lr: 7.500e-03, eta: 3 days, 8:18:49, time: 1.169, data_time: 0.013, memory: 10398, top1_acc: 0.3604, top5_acc: 0.6521, loss_cls: 2.7315, loss: 2.7315, grad_norm: 6.4915 2020-10-11 00:15:44,922 - mmaction - INFO - Epoch [1][4440/5010] lr: 7.500e-03, eta: 3 days, 8:18:20, time: 1.170, data_time: 0.003, memory: 10398, top1_acc: 0.3677, top5_acc: 0.6469, loss_cls: 2.8009, loss: 2.8009, grad_norm: 6.4614 2020-10-11 00:16:07,310 - mmaction - INFO - Epoch [1][4460/5010] lr: 7.500e-03, eta: 3 days, 8:16:55, time: 1.120, data_time: 0.046, memory: 10398, top1_acc: 0.3521, top5_acc: 0.6281, loss_cls: 2.8257, loss: 2.8257, grad_norm: 6.2742 2020-10-11 00:16:31,479 - mmaction - INFO - Epoch [1][4480/5010] lr: 7.500e-03, eta: 3 days, 8:17:04, time: 1.204, data_time: 0.129, memory: 10398, top1_acc: 0.3708, top5_acc: 0.6260, loss_cls: 2.8350, loss: 2.8350, grad_norm: 6.6243 2020-10-11 00:16:53,875 - mmaction - INFO - Epoch [1][4500/5010] lr: 7.500e-03, eta: 3 days, 8:15:45, time: 1.124, data_time: 0.008, memory: 10398, top1_acc: 0.3563, top5_acc: 0.6490, loss_cls: 2.7190, loss: 2.7190, grad_norm: 6.3603 2020-10-11 00:17:16,663 - mmaction - INFO - Epoch [1][4520/5010] lr: 7.500e-03, eta: 3 days, 8:14:44, time: 1.140, data_time: 0.002, memory: 10398, top1_acc: 0.3573, top5_acc: 0.6083, loss_cls: 2.8729, loss: 2.8729, grad_norm: 6.5830 2020-10-11 00:17:42,170 - mmaction - INFO - Epoch [1][4540/5010] lr: 7.500e-03, eta: 3 days, 8:16:02, time: 1.269, data_time: 0.006, memory: 10398, top1_acc: 0.3708, top5_acc: 0.6490, loss_cls: 2.7732, loss: 2.7732, grad_norm: 6.3155 2020-10-11 00:18:03,758 - mmaction - INFO - Epoch [1][4560/5010] lr: 7.500e-03, eta: 3 days, 8:14:02, time: 1.085, data_time: 0.010, memory: 10398, top1_acc: 0.3844, top5_acc: 0.6646, loss_cls: 2.6597, loss: 2.6597, grad_norm: 6.1380 2020-10-11 00:18:27,960 - mmaction - INFO - Epoch [1][4580/5010] lr: 7.500e-03, eta: 3 days, 8:14:17, time: 1.210, data_time: 0.002, memory: 10398, top1_acc: 0.3531, top5_acc: 0.6219, loss_cls: 2.8479, loss: 2.8479, grad_norm: 6.4546 2020-10-11 00:18:50,724 - mmaction - INFO - Epoch [1][4600/5010] lr: 7.500e-03, eta: 3 days, 8:13:15, time: 1.138, data_time: 0.002, memory: 10398, top1_acc: 0.3979, top5_acc: 0.6563, loss_cls: 2.7223, loss: 2.7223, grad_norm: 6.1826 2020-10-11 00:19:14,394 - mmaction - INFO - Epoch [1][4620/5010] lr: 7.500e-03, eta: 3 days, 8:12:58, time: 1.181, data_time: 0.006, memory: 10398, top1_acc: 0.3948, top5_acc: 0.6552, loss_cls: 2.6809, loss: 2.6809, grad_norm: 6.4697 2020-10-11 00:19:36,601 - mmaction - INFO - Epoch [1][4640/5010] lr: 7.500e-03, eta: 3 days, 8:11:30, time: 1.114, data_time: 0.009, memory: 10398, top1_acc: 0.3781, top5_acc: 0.6354, loss_cls: 2.7737, loss: 2.7737, grad_norm: 6.6849 2020-10-11 00:20:01,658 - mmaction - INFO - Epoch [1][4660/5010] lr: 7.500e-03, eta: 3 days, 8:12:29, time: 1.253, data_time: 0.007, memory: 10398, top1_acc: 0.3625, top5_acc: 0.6208, loss_cls: 2.8204, loss: 2.8204, grad_norm: 6.1261 2020-10-11 00:20:24,816 - mmaction - INFO - Epoch [1][4680/5010] lr: 7.500e-03, eta: 3 days, 8:11:49, time: 1.158, data_time: 0.002, memory: 10398, top1_acc: 0.3729, top5_acc: 0.6635, loss_cls: 2.7037, loss: 2.7037, grad_norm: 6.1884 2020-10-11 00:20:48,020 - mmaction - INFO - Epoch [1][4700/5010] lr: 7.500e-03, eta: 3 days, 8:11:10, time: 1.160, data_time: 0.083, memory: 10398, top1_acc: 0.3708, top5_acc: 0.6437, loss_cls: 2.7781, loss: 2.7781, grad_norm: 6.4695 2020-10-11 00:21:11,400 - mmaction - INFO - Epoch [1][4720/5010] lr: 7.500e-03, eta: 3 days, 8:10:37, time: 1.166, data_time: 0.173, memory: 10398, top1_acc: 0.3792, top5_acc: 0.6385, loss_cls: 2.7206, loss: 2.7206, grad_norm: 6.4417 2020-10-11 00:21:35,416 - mmaction - INFO - Epoch [1][4740/5010] lr: 7.500e-03, eta: 3 days, 8:10:44, time: 1.203, data_time: 0.356, memory: 10398, top1_acc: 0.3635, top5_acc: 0.6427, loss_cls: 2.7552, loss: 2.7552, grad_norm: 6.5460 2020-10-11 00:21:58,657 - mmaction - INFO - Epoch [1][4760/5010] lr: 7.500e-03, eta: 3 days, 8:10:07, time: 1.162, data_time: 0.234, memory: 10398, top1_acc: 0.3875, top5_acc: 0.6542, loss_cls: 2.7360, loss: 2.7360, grad_norm: 6.3304 2020-10-11 00:22:22,395 - mmaction - INFO - Epoch [1][4780/5010] lr: 7.500e-03, eta: 3 days, 8:09:57, time: 1.187, data_time: 0.057, memory: 10398, top1_acc: 0.3760, top5_acc: 0.6135, loss_cls: 2.8749, loss: 2.8749, grad_norm: 6.3784 2020-10-11 00:22:45,988 - mmaction - INFO - Epoch [1][4800/5010] lr: 7.500e-03, eta: 3 days, 8:09:39, time: 1.180, data_time: 0.021, memory: 10398, top1_acc: 0.3885, top5_acc: 0.6625, loss_cls: 2.7167, loss: 2.7167, grad_norm: 6.4965 2020-10-11 00:23:09,109 - mmaction - INFO - Epoch [1][4820/5010] lr: 7.500e-03, eta: 3 days, 8:08:50, time: 1.149, data_time: 0.214, memory: 10398, top1_acc: 0.3698, top5_acc: 0.6448, loss_cls: 2.7599, loss: 2.7599, grad_norm: 6.6340 2020-10-11 00:23:32,248 - mmaction - INFO - Epoch [1][4840/5010] lr: 7.500e-03, eta: 3 days, 8:08:08, time: 1.157, data_time: 0.286, memory: 10398, top1_acc: 0.3844, top5_acc: 0.6354, loss_cls: 2.7872, loss: 2.7872, grad_norm: 6.4808 2020-10-11 00:23:56,772 - mmaction - INFO - Epoch [1][4860/5010] lr: 7.500e-03, eta: 3 days, 8:08:45, time: 1.233, data_time: 0.247, memory: 10398, top1_acc: 0.4125, top5_acc: 0.6531, loss_cls: 2.7032, loss: 2.7032, grad_norm: 6.3016 2020-10-11 00:24:19,149 - mmaction - INFO - Epoch [1][4880/5010] lr: 7.500e-03, eta: 3 days, 8:07:25, time: 1.119, data_time: 0.002, memory: 10398, top1_acc: 0.3635, top5_acc: 0.6375, loss_cls: 2.8086, loss: 2.8086, grad_norm: 6.2941 2020-10-11 00:24:42,674 - mmaction - INFO - Epoch [1][4900/5010] lr: 7.500e-03, eta: 3 days, 8:06:59, time: 1.172, data_time: 0.006, memory: 10398, top1_acc: 0.4083, top5_acc: 0.6469, loss_cls: 2.7119, loss: 2.7119, grad_norm: 6.1079 2020-10-11 00:25:06,483 - mmaction - INFO - Epoch [1][4920/5010] lr: 7.500e-03, eta: 3 days, 8:06:56, time: 1.195, data_time: 0.010, memory: 10398, top1_acc: 0.3969, top5_acc: 0.6771, loss_cls: 2.6906, loss: 2.6906, grad_norm: 6.3591 2020-10-11 00:25:29,636 - mmaction - INFO - Epoch [1][4940/5010] lr: 7.500e-03, eta: 3 days, 8:06:16, time: 1.158, data_time: 0.002, memory: 10398, top1_acc: 0.3719, top5_acc: 0.6240, loss_cls: 2.8141, loss: 2.8141, grad_norm: 6.2510 2020-10-11 00:25:52,560 - mmaction - INFO - Epoch [1][4960/5010] lr: 7.500e-03, eta: 3 days, 8:05:24, time: 1.146, data_time: 0.002, memory: 10398, top1_acc: 0.3708, top5_acc: 0.6438, loss_cls: 2.7510, loss: 2.7510, grad_norm: 6.3014 2020-10-11 00:26:15,662 - mmaction - INFO - Epoch [1][4980/5010] lr: 7.500e-03, eta: 3 days, 8:04:42, time: 1.156, data_time: 0.158, memory: 10398, top1_acc: 0.4115, top5_acc: 0.6875, loss_cls: 2.6359, loss: 2.6359, grad_norm: 6.6323 2020-10-11 00:26:38,784 - mmaction - INFO - Epoch [1][5000/5010] lr: 7.500e-03, eta: 3 days, 8:03:58, time: 1.152, data_time: 0.106, memory: 10398, top1_acc: 0.3677, top5_acc: 0.6698, loss_cls: 2.6731, loss: 2.6731, grad_norm: 6.3760 2020-10-11 00:27:28,597 - mmaction - INFO - Epoch [2][20/5010] lr: 7.500e-03, eta: 3 days, 8:06:54, time: 1.978, data_time: 0.785, memory: 10398, top1_acc: 0.4021, top5_acc: 0.6594, loss_cls: 2.6043, loss: 2.6043, grad_norm: 6.0795 2020-10-11 00:27:49,256 - mmaction - INFO - Epoch [2][40/5010] lr: 7.500e-03, eta: 3 days, 8:04:13, time: 1.033, data_time: 0.002, memory: 10398, top1_acc: 0.4104, top5_acc: 0.6719, loss_cls: 2.6011, loss: 2.6011, grad_norm: 6.4448 2020-10-11 00:28:11,632 - mmaction - INFO - Epoch [2][60/5010] lr: 7.500e-03, eta: 3 days, 8:02:51, time: 1.114, data_time: 0.007, memory: 10398, top1_acc: 0.4021, top5_acc: 0.6573, loss_cls: 2.6717, loss: 2.6717, grad_norm: 6.4403 2020-10-11 00:28:33,319 - mmaction - INFO - Epoch [2][80/5010] lr: 7.500e-03, eta: 3 days, 8:01:05, time: 1.088, data_time: 0.008, memory: 10398, top1_acc: 0.4021, top5_acc: 0.6594, loss_cls: 2.6074, loss: 2.6074, grad_norm: 6.4739 2020-10-11 00:28:54,572 - mmaction - INFO - Epoch [2][100/5010] lr: 7.500e-03, eta: 3 days, 7:58:55, time: 1.063, data_time: 0.006, memory: 10398, top1_acc: 0.4365, top5_acc: 0.6875, loss_cls: 2.5205, loss: 2.5205, grad_norm: 6.2080 2020-10-11 00:29:18,128 - mmaction - INFO - Epoch [2][120/5010] lr: 7.500e-03, eta: 3 days, 7:58:36, time: 1.178, data_time: 0.002, memory: 10398, top1_acc: 0.3813, top5_acc: 0.6385, loss_cls: 2.7036, loss: 2.7036, grad_norm: 6.4193 2020-10-11 00:29:39,808 - mmaction - INFO - Epoch [2][140/5010] lr: 7.500e-03, eta: 3 days, 7:56:42, time: 1.079, data_time: 0.005, memory: 10398, top1_acc: 0.4000, top5_acc: 0.6760, loss_cls: 2.5536, loss: 2.5536, grad_norm: 6.1513 2020-10-11 00:30:01,464 - mmaction - INFO - Epoch [2][160/5010] lr: 7.500e-03, eta: 3 days, 7:54:58, time: 1.088, data_time: 0.011, memory: 10398, top1_acc: 0.3927, top5_acc: 0.6802, loss_cls: 2.6056, loss: 2.6056, grad_norm: 6.7004 2020-10-11 00:30:22,925 - mmaction - INFO - Epoch [2][180/5010] lr: 7.500e-03, eta: 3 days, 7:53:00, time: 1.072, data_time: 0.002, memory: 10398, top1_acc: 0.3906, top5_acc: 0.6469, loss_cls: 2.6633, loss: 2.6633, grad_norm: 6.5257 2020-10-11 00:30:43,893 - mmaction - INFO - Epoch [2][200/5010] lr: 7.500e-03, eta: 3 days, 7:50:40, time: 1.049, data_time: 0.003, memory: 10398, top1_acc: 0.4073, top5_acc: 0.6823, loss_cls: 2.5674, loss: 2.5674, grad_norm: 6.5491 2020-10-11 00:31:06,210 - mmaction - INFO - Epoch [2][220/5010] lr: 7.500e-03, eta: 3 days, 7:49:23, time: 1.114, data_time: 0.007, memory: 10398, top1_acc: 0.4177, top5_acc: 0.6656, loss_cls: 2.6212, loss: 2.6212, grad_norm: 6.1716 2020-10-11 00:31:28,129 - mmaction - INFO - Epoch [2][240/5010] lr: 7.500e-03, eta: 3 days, 7:47:50, time: 1.098, data_time: 0.006, memory: 10398, top1_acc: 0.3896, top5_acc: 0.6677, loss_cls: 2.6183, loss: 2.6183, grad_norm: 6.4377 2020-10-11 00:31:49,390 - mmaction - INFO - Epoch [2][260/5010] lr: 7.500e-03, eta: 3 days, 7:45:45, time: 1.061, data_time: 0.002, memory: 10398, top1_acc: 0.3729, top5_acc: 0.6208, loss_cls: 2.7747, loss: 2.7747, grad_norm: 6.3651 2020-10-11 00:32:11,839 - mmaction - INFO - Epoch [2][280/5010] lr: 7.500e-03, eta: 3 days, 7:44:38, time: 1.124, data_time: 0.007, memory: 10398, top1_acc: 0.4156, top5_acc: 0.6865, loss_cls: 2.6098, loss: 2.6098, grad_norm: 6.3179 2020-10-11 00:32:33,630 - mmaction - INFO - Epoch [2][300/5010] lr: 7.500e-03, eta: 3 days, 7:42:52, time: 1.082, data_time: 0.008, memory: 10398, top1_acc: 0.4073, top5_acc: 0.6854, loss_cls: 2.6248, loss: 2.6248, grad_norm: 6.6007 2020-10-11 00:32:54,856 - mmaction - INFO - Epoch [2][320/5010] lr: 7.500e-03, eta: 3 days, 7:40:55, time: 1.069, data_time: 0.011, memory: 10398, top1_acc: 0.3938, top5_acc: 0.6552, loss_cls: 2.6269, loss: 2.6269, grad_norm: 6.3332 2020-10-11 00:33:16,926 - mmaction - INFO - Epoch [2][340/5010] lr: 7.500e-03, eta: 3 days, 7:39:31, time: 1.104, data_time: 0.003, memory: 10398, top1_acc: 0.3979, top5_acc: 0.6698, loss_cls: 2.5934, loss: 2.5934, grad_norm: 6.2236 2020-10-11 00:33:38,292 - mmaction - INFO - Epoch [2][360/5010] lr: 7.500e-03, eta: 3 days, 7:37:35, time: 1.068, data_time: 0.005, memory: 10398, top1_acc: 0.3917, top5_acc: 0.6708, loss_cls: 2.6243, loss: 2.6243, grad_norm: 6.2957 2020-10-11 00:34:00,901 - mmaction - INFO - Epoch [2][380/5010] lr: 7.500e-03, eta: 3 days, 7:36:36, time: 1.131, data_time: 0.002, memory: 10398, top1_acc: 0.3781, top5_acc: 0.6396, loss_cls: 2.7008, loss: 2.7008, grad_norm: 6.3823 2020-10-11 00:34:22,466 - mmaction - INFO - Epoch [2][400/5010] lr: 7.500e-03, eta: 3 days, 7:34:50, time: 1.078, data_time: 0.002, memory: 10398, top1_acc: 0.3656, top5_acc: 0.6406, loss_cls: 2.7616, loss: 2.7616, grad_norm: 6.5741 2020-10-11 00:34:44,531 - mmaction - INFO - Epoch [2][420/5010] lr: 7.500e-03, eta: 3 days, 7:33:22, time: 1.096, data_time: 0.002, memory: 10398, top1_acc: 0.3833, top5_acc: 0.6646, loss_cls: 2.6607, loss: 2.6607, grad_norm: 6.3041 2020-10-11 00:35:05,494 - mmaction - INFO - Epoch [2][440/5010] lr: 7.500e-03, eta: 3 days, 7:31:16, time: 1.055, data_time: 0.010, memory: 10398, top1_acc: 0.4177, top5_acc: 0.6865, loss_cls: 2.5575, loss: 2.5575, grad_norm: 6.4147 2020-10-11 00:35:28,716 - mmaction - INFO - Epoch [2][460/5010] lr: 7.500e-03, eta: 3 days, 7:30:46, time: 1.161, data_time: 0.003, memory: 10398, top1_acc: 0.3938, top5_acc: 0.6667, loss_cls: 2.6474, loss: 2.6474, grad_norm: 6.5639 2020-10-11 00:35:49,131 - mmaction - INFO - Epoch [2][480/5010] lr: 7.500e-03, eta: 3 days, 7:28:11, time: 1.021, data_time: 0.002, memory: 10398, top1_acc: 0.3885, top5_acc: 0.6573, loss_cls: 2.6986, loss: 2.6986, grad_norm: 6.2879 2020-10-11 00:36:12,311 - mmaction - INFO - Epoch [2][500/5010] lr: 7.500e-03, eta: 3 days, 7:27:34, time: 1.152, data_time: 0.006, memory: 10398, top1_acc: 0.4083, top5_acc: 0.6906, loss_cls: 2.5766, loss: 2.5766, grad_norm: 6.2523 2020-10-11 00:36:33,740 - mmaction - INFO - Epoch [2][520/5010] lr: 7.500e-03, eta: 3 days, 7:25:51, time: 1.078, data_time: 0.016, memory: 10398, top1_acc: 0.4094, top5_acc: 0.6437, loss_cls: 2.6849, loss: 2.6849, grad_norm: 6.2614 2020-10-11 00:36:55,827 - mmaction - INFO - Epoch [2][540/5010] lr: 7.500e-03, eta: 3 days, 7:24:33, time: 1.105, data_time: 0.007, memory: 10398, top1_acc: 0.3885, top5_acc: 0.6510, loss_cls: 2.7101, loss: 2.7101, grad_norm: 6.5422 2020-10-11 00:37:16,618 - mmaction - INFO - Epoch [2][560/5010] lr: 7.500e-03, eta: 3 days, 7:22:17, time: 1.039, data_time: 0.061, memory: 10398, top1_acc: 0.3875, top5_acc: 0.6448, loss_cls: 2.7108, loss: 2.7108, grad_norm: 6.3368 2020-10-11 00:37:39,534 - mmaction - INFO - Epoch [2][580/5010] lr: 7.500e-03, eta: 3 days, 7:21:29, time: 1.138, data_time: 0.145, memory: 10398, top1_acc: 0.3885, top5_acc: 0.6385, loss_cls: 2.7170, loss: 2.7170, grad_norm: 6.4155 2020-10-11 00:38:00,613 - mmaction - INFO - Epoch [2][600/5010] lr: 7.500e-03, eta: 3 days, 7:19:34, time: 1.062, data_time: 0.010, memory: 10398, top1_acc: 0.4083, top5_acc: 0.6667, loss_cls: 2.6259, loss: 2.6259, grad_norm: 6.3758 2020-10-11 00:38:21,924 - mmaction - INFO - Epoch [2][620/5010] lr: 7.500e-03, eta: 3 days, 7:17:43, time: 1.066, data_time: 0.003, memory: 10398, top1_acc: 0.4073, top5_acc: 0.6646, loss_cls: 2.6223, loss: 2.6223, grad_norm: 6.5488 2020-10-11 00:38:43,628 - mmaction - INFO - Epoch [2][640/5010] lr: 7.500e-03, eta: 3 days, 7:16:10, time: 1.085, data_time: 0.002, memory: 10398, top1_acc: 0.4010, top5_acc: 0.6760, loss_cls: 2.5989, loss: 2.5989, grad_norm: 6.4183 2020-10-11 00:39:06,102 - mmaction - INFO - Epoch [2][660/5010] lr: 7.500e-03, eta: 3 days, 7:15:11, time: 1.124, data_time: 0.008, memory: 10398, top1_acc: 0.4104, top5_acc: 0.6656, loss_cls: 2.6106, loss: 2.6106, grad_norm: 6.3615 2020-10-11 00:39:28,256 - mmaction - INFO - Epoch [2][680/5010] lr: 7.500e-03, eta: 3 days, 7:13:58, time: 1.108, data_time: 0.002, memory: 10398, top1_acc: 0.3885, top5_acc: 0.6510, loss_cls: 2.6508, loss: 2.6508, grad_norm: 6.3553 2020-10-11 00:39:50,595 - mmaction - INFO - Epoch [2][700/5010] lr: 7.500e-03, eta: 3 days, 7:12:53, time: 1.117, data_time: 0.002, memory: 10398, top1_acc: 0.4104, top5_acc: 0.6885, loss_cls: 2.5147, loss: 2.5147, grad_norm: 6.5333 2020-10-11 00:40:11,903 - mmaction - INFO - Epoch [2][720/5010] lr: 7.500e-03, eta: 3 days, 7:10:58, time: 1.058, data_time: 0.006, memory: 10398, top1_acc: 0.4031, top5_acc: 0.6594, loss_cls: 2.6159, loss: 2.6159, grad_norm: 6.6032 2020-10-11 00:40:34,004 - mmaction - INFO - Epoch [2][740/5010] lr: 7.500e-03, eta: 3 days, 7:09:50, time: 1.112, data_time: 0.010, memory: 10398, top1_acc: 0.3823, top5_acc: 0.6635, loss_cls: 2.6412, loss: 2.6412, grad_norm: 6.3645 2020-10-11 00:40:56,120 - mmaction - INFO - Epoch [2][760/5010] lr: 7.500e-03, eta: 3 days, 7:08:38, time: 1.107, data_time: 0.008, memory: 10398, top1_acc: 0.3917, top5_acc: 0.6760, loss_cls: 2.5900, loss: 2.5900, grad_norm: 6.2438 2020-10-11 00:41:16,400 - mmaction - INFO - Epoch [2][780/5010] lr: 7.500e-03, eta: 3 days, 7:06:07, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.3729, top5_acc: 0.6771, loss_cls: 2.6559, loss: 2.6559, grad_norm: 6.7366 2020-10-11 00:41:38,955 - mmaction - INFO - Epoch [2][800/5010] lr: 7.500e-03, eta: 3 days, 7:05:09, time: 1.122, data_time: 0.027, memory: 10398, top1_acc: 0.4042, top5_acc: 0.6875, loss_cls: 2.5540, loss: 2.5540, grad_norm: 6.1389 2020-10-11 00:42:00,249 - mmaction - INFO - Epoch [2][820/5010] lr: 7.500e-03, eta: 3 days, 7:03:27, time: 1.070, data_time: 0.071, memory: 10398, top1_acc: 0.3740, top5_acc: 0.6260, loss_cls: 2.7091, loss: 2.7091, grad_norm: 6.5933 2020-10-11 00:42:21,630 - mmaction - INFO - Epoch [2][840/5010] lr: 7.500e-03, eta: 3 days, 7:01:45, time: 1.069, data_time: 0.010, memory: 10398, top1_acc: 0.4073, top5_acc: 0.6615, loss_cls: 2.6454, loss: 2.6454, grad_norm: 6.3192 2020-10-11 00:42:44,093 - mmaction - INFO - Epoch [2][860/5010] lr: 7.500e-03, eta: 3 days, 7:00:49, time: 1.124, data_time: 0.002, memory: 10398, top1_acc: 0.3865, top5_acc: 0.6427, loss_cls: 2.6778, loss: 2.6778, grad_norm: 6.0510 2020-10-11 00:43:06,005 - mmaction - INFO - Epoch [2][880/5010] lr: 7.500e-03, eta: 3 days, 6:59:24, time: 1.088, data_time: 0.007, memory: 10398, top1_acc: 0.3896, top5_acc: 0.6531, loss_cls: 2.6925, loss: 2.6925, grad_norm: 6.5209 2020-10-11 00:43:27,300 - mmaction - INFO - Epoch [2][900/5010] lr: 7.500e-03, eta: 3 days, 6:57:46, time: 1.072, data_time: 0.010, memory: 10398, top1_acc: 0.3958, top5_acc: 0.6656, loss_cls: 2.6740, loss: 2.6740, grad_norm: 6.2399 2020-10-11 00:43:49,409 - mmaction - INFO - Epoch [2][920/5010] lr: 7.500e-03, eta: 3 days, 6:56:36, time: 1.106, data_time: 0.002, memory: 10398, top1_acc: 0.4177, top5_acc: 0.6646, loss_cls: 2.5939, loss: 2.5939, grad_norm: 6.4221 2020-10-11 00:44:12,094 - mmaction - INFO - Epoch [2][940/5010] lr: 7.500e-03, eta: 3 days, 6:55:44, time: 1.127, data_time: 0.007, memory: 10398, top1_acc: 0.4094, top5_acc: 0.6781, loss_cls: 2.5652, loss: 2.5652, grad_norm: 6.3934 2020-10-11 00:44:34,358 - mmaction - INFO - Epoch [2][960/5010] lr: 7.500e-03, eta: 3 days, 6:54:46, time: 1.120, data_time: 0.010, memory: 10398, top1_acc: 0.3979, top5_acc: 0.6833, loss_cls: 2.6207, loss: 2.6207, grad_norm: 6.5427 2020-10-11 00:44:55,405 - mmaction - INFO - Epoch [2][980/5010] lr: 7.500e-03, eta: 3 days, 6:52:54, time: 1.053, data_time: 0.008, memory: 10398, top1_acc: 0.4271, top5_acc: 0.6896, loss_cls: 2.5604, loss: 2.5604, grad_norm: 6.2286 2020-10-11 00:45:16,604 - mmaction - INFO - Epoch [2][1000/5010] lr: 7.500e-03, eta: 3 days, 6:51:08, time: 1.060, data_time: 0.002, memory: 10398, top1_acc: 0.3833, top5_acc: 0.6625, loss_cls: 2.6654, loss: 2.6654, grad_norm: 6.6754 2020-10-11 00:45:39,117 - mmaction - INFO - Epoch [2][1020/5010] lr: 7.500e-03, eta: 3 days, 6:50:16, time: 1.125, data_time: 0.006, memory: 10398, top1_acc: 0.3927, top5_acc: 0.6479, loss_cls: 2.6710, loss: 2.6710, grad_norm: 6.4615 2020-10-11 00:46:02,187 - mmaction - INFO - Epoch [2][1040/5010] lr: 7.500e-03, eta: 3 days, 6:49:47, time: 1.153, data_time: 0.002, memory: 10398, top1_acc: 0.4073, top5_acc: 0.6615, loss_cls: 2.6084, loss: 2.6084, grad_norm: 6.5068 2020-10-11 00:46:21,252 - mmaction - INFO - Epoch [2][1060/5010] lr: 7.500e-03, eta: 3 days, 6:46:36, time: 0.953, data_time: 0.002, memory: 10398, top1_acc: 0.4240, top5_acc: 0.6833, loss_cls: 2.5476, loss: 2.5476, grad_norm: 6.2458 2020-10-11 00:46:44,987 - mmaction - INFO - Epoch [2][1080/5010] lr: 7.500e-03, eta: 3 days, 6:46:35, time: 1.187, data_time: 0.003, memory: 10398, top1_acc: 0.4156, top5_acc: 0.6687, loss_cls: 2.5702, loss: 2.5702, grad_norm: 6.3290 2020-10-11 00:47:06,525 - mmaction - INFO - Epoch [2][1100/5010] lr: 7.500e-03, eta: 3 days, 6:44:59, time: 1.069, data_time: 0.007, memory: 10398, top1_acc: 0.4031, top5_acc: 0.6698, loss_cls: 2.5871, loss: 2.5871, grad_norm: 6.2959 2020-10-11 00:47:28,102 - mmaction - INFO - Epoch [2][1120/5010] lr: 7.500e-03, eta: 3 days, 6:43:36, time: 1.086, data_time: 0.010, memory: 10398, top1_acc: 0.3865, top5_acc: 0.6625, loss_cls: 2.6077, loss: 2.6077, grad_norm: 6.6167 2020-10-11 00:47:49,374 - mmaction - INFO - Epoch [2][1140/5010] lr: 7.500e-03, eta: 3 days, 6:41:57, time: 1.064, data_time: 0.003, memory: 10398, top1_acc: 0.4052, top5_acc: 0.6792, loss_cls: 2.5821, loss: 2.5821, grad_norm: 6.5241 2020-10-11 00:48:11,030 - mmaction - INFO - Epoch [2][1160/5010] lr: 7.500e-03, eta: 3 days, 6:40:31, time: 1.081, data_time: 0.012, memory: 10398, top1_acc: 0.4250, top5_acc: 0.7083, loss_cls: 2.5311, loss: 2.5311, grad_norm: 6.2472 2020-10-11 00:48:33,705 - mmaction - INFO - Epoch [2][1180/5010] lr: 7.500e-03, eta: 3 days, 6:39:44, time: 1.129, data_time: 0.008, memory: 10398, top1_acc: 0.4167, top5_acc: 0.6615, loss_cls: 2.6247, loss: 2.6247, grad_norm: 6.5925 2020-10-11 00:48:55,375 - mmaction - INFO - Epoch [2][1200/5010] lr: 7.500e-03, eta: 3 days, 6:38:27, time: 1.091, data_time: 0.010, memory: 10398, top1_acc: 0.4146, top5_acc: 0.6625, loss_cls: 2.5471, loss: 2.5471, grad_norm: 6.1211 2020-10-11 00:49:17,754 - mmaction - INFO - Epoch [2][1220/5010] lr: 7.500e-03, eta: 3 days, 6:37:33, time: 1.119, data_time: 0.002, memory: 10398, top1_acc: 0.4156, top5_acc: 0.6865, loss_cls: 2.5512, loss: 2.5512, grad_norm: 6.2513 2020-10-11 00:49:38,958 - mmaction - INFO - Epoch [2][1240/5010] lr: 7.500e-03, eta: 3 days, 6:35:50, time: 1.057, data_time: 0.008, memory: 10398, top1_acc: 0.4094, top5_acc: 0.6740, loss_cls: 2.5767, loss: 2.5767, grad_norm: 6.1524 2020-10-11 00:50:00,292 - mmaction - INFO - Epoch [2][1260/5010] lr: 7.500e-03, eta: 3 days, 6:34:18, time: 1.070, data_time: 0.008, memory: 10398, top1_acc: 0.4302, top5_acc: 0.6833, loss_cls: 2.5227, loss: 2.5227, grad_norm: 6.5018 2020-10-11 00:50:22,583 - mmaction - INFO - Epoch [2][1280/5010] lr: 7.500e-03, eta: 3 days, 6:33:20, time: 1.113, data_time: 0.002, memory: 10398, top1_acc: 0.4021, top5_acc: 0.6531, loss_cls: 2.6460, loss: 2.6460, grad_norm: 6.5675 2020-10-11 00:50:44,018 - mmaction - INFO - Epoch [2][1300/5010] lr: 7.500e-03, eta: 3 days, 6:31:51, time: 1.073, data_time: 0.003, memory: 10398, top1_acc: 0.3844, top5_acc: 0.6490, loss_cls: 2.6942, loss: 2.6942, grad_norm: 6.1857 2020-10-11 00:51:05,720 - mmaction - INFO - Epoch [2][1320/5010] lr: 7.500e-03, eta: 3 days, 6:30:26, time: 1.078, data_time: 0.008, memory: 10398, top1_acc: 0.4510, top5_acc: 0.6667, loss_cls: 2.4486, loss: 2.4486, grad_norm: 6.4005 2020-10-11 00:51:28,393 - mmaction - INFO - Epoch [2][1340/5010] lr: 7.500e-03, eta: 3 days, 6:29:50, time: 1.140, data_time: 0.009, memory: 10398, top1_acc: 0.4063, top5_acc: 0.6917, loss_cls: 2.5301, loss: 2.5301, grad_norm: 6.5315 2020-10-11 00:51:51,347 - mmaction - INFO - Epoch [2][1360/5010] lr: 7.500e-03, eta: 3 days, 6:29:19, time: 1.147, data_time: 0.002, memory: 10398, top1_acc: 0.3990, top5_acc: 0.6615, loss_cls: 2.6739, loss: 2.6739, grad_norm: 6.6041 2020-10-11 00:52:12,417 - mmaction - INFO - Epoch [2][1380/5010] lr: 7.500e-03, eta: 3 days, 6:27:37, time: 1.054, data_time: 0.003, memory: 10398, top1_acc: 0.4198, top5_acc: 0.6677, loss_cls: 2.6353, loss: 2.6353, grad_norm: 6.4493 2020-10-11 00:52:34,375 - mmaction - INFO - Epoch [2][1400/5010] lr: 7.500e-03, eta: 3 days, 6:26:23, time: 1.090, data_time: 0.008, memory: 10398, top1_acc: 0.4125, top5_acc: 0.6677, loss_cls: 2.5644, loss: 2.5644, grad_norm: 6.4774 2020-10-11 00:52:57,849 - mmaction - INFO - Epoch [2][1420/5010] lr: 7.500e-03, eta: 3 days, 6:26:18, time: 1.181, data_time: 0.010, memory: 10398, top1_acc: 0.3885, top5_acc: 0.6656, loss_cls: 2.6313, loss: 2.6313, grad_norm: 6.5211 2020-10-11 00:53:17,841 - mmaction - INFO - Epoch [2][1440/5010] lr: 7.500e-03, eta: 3 days, 6:23:56, time: 1.000, data_time: 0.002, memory: 10398, top1_acc: 0.3969, top5_acc: 0.6688, loss_cls: 2.6013, loss: 2.6013, grad_norm: 6.3808 2020-10-11 00:53:40,577 - mmaction - INFO - Epoch [2][1460/5010] lr: 7.500e-03, eta: 3 days, 6:23:16, time: 1.134, data_time: 0.007, memory: 10398, top1_acc: 0.3979, top5_acc: 0.6687, loss_cls: 2.5688, loss: 2.5688, grad_norm: 6.4701 2020-10-11 00:54:02,408 - mmaction - INFO - Epoch [2][1480/5010] lr: 7.500e-03, eta: 3 days, 6:22:04, time: 1.091, data_time: 0.008, memory: 10398, top1_acc: 0.4177, top5_acc: 0.6792, loss_cls: 2.5821, loss: 2.5821, grad_norm: 6.2105 2020-10-11 00:54:23,881 - mmaction - INFO - Epoch [2][1500/5010] lr: 7.500e-03, eta: 3 days, 6:20:41, time: 1.077, data_time: 0.008, memory: 10398, top1_acc: 0.4198, top5_acc: 0.6875, loss_cls: 2.4920, loss: 2.4920, grad_norm: 6.4451 2020-10-11 00:54:45,343 - mmaction - INFO - Epoch [2][1520/5010] lr: 7.500e-03, eta: 3 days, 6:19:16, time: 1.073, data_time: 0.002, memory: 10398, top1_acc: 0.4052, top5_acc: 0.6781, loss_cls: 2.5038, loss: 2.5038, grad_norm: 6.1946 2020-10-11 00:55:07,789 - mmaction - INFO - Epoch [2][1540/5010] lr: 7.500e-03, eta: 3 days, 6:18:24, time: 1.116, data_time: 0.006, memory: 10398, top1_acc: 0.4146, top5_acc: 0.6823, loss_cls: 2.5458, loss: 2.5458, grad_norm: 6.1707 2020-10-11 00:55:30,080 - mmaction - INFO - Epoch [2][1560/5010] lr: 7.500e-03, eta: 3 days, 6:17:34, time: 1.121, data_time: 0.009, memory: 10398, top1_acc: 0.4375, top5_acc: 0.6740, loss_cls: 2.5155, loss: 2.5155, grad_norm: 6.3828 2020-10-11 00:55:52,569 - mmaction - INFO - Epoch [2][1580/5010] lr: 7.500e-03, eta: 3 days, 6:16:48, time: 1.124, data_time: 0.002, memory: 10398, top1_acc: 0.4333, top5_acc: 0.7031, loss_cls: 2.4563, loss: 2.4563, grad_norm: 6.3398 2020-10-11 00:56:14,302 - mmaction - INFO - Epoch [2][1600/5010] lr: 7.500e-03, eta: 3 days, 6:15:35, time: 1.087, data_time: 0.002, memory: 10398, top1_acc: 0.3990, top5_acc: 0.6979, loss_cls: 2.4722, loss: 2.4722, grad_norm: 6.3664 2020-10-11 00:56:35,077 - mmaction - INFO - Epoch [2][1620/5010] lr: 7.500e-03, eta: 3 days, 6:13:44, time: 1.036, data_time: 0.007, memory: 10398, top1_acc: 0.3823, top5_acc: 0.6625, loss_cls: 2.6952, loss: 2.6952, grad_norm: 6.6457 2020-10-11 00:56:57,112 - mmaction - INFO - Epoch [2][1640/5010] lr: 7.500e-03, eta: 3 days, 6:12:44, time: 1.104, data_time: 0.031, memory: 10398, top1_acc: 0.4240, top5_acc: 0.6771, loss_cls: 2.5245, loss: 2.5245, grad_norm: 6.4771 2020-10-11 00:57:19,600 - mmaction - INFO - Epoch [2][1660/5010] lr: 7.500e-03, eta: 3 days, 6:11:59, time: 1.124, data_time: 0.043, memory: 10398, top1_acc: 0.3740, top5_acc: 0.6437, loss_cls: 2.7184, loss: 2.7184, grad_norm: 6.8597 2020-10-11 00:57:40,780 - mmaction - INFO - Epoch [2][1680/5010] lr: 7.500e-03, eta: 3 days, 6:10:19, time: 1.050, data_time: 0.008, memory: 10398, top1_acc: 0.3948, top5_acc: 0.6729, loss_cls: 2.5704, loss: 2.5704, grad_norm: 6.4672 2020-10-11 00:58:01,797 - mmaction - INFO - Epoch [2][1700/5010] lr: 7.500e-03, eta: 3 days, 6:08:48, time: 1.060, data_time: 0.011, memory: 10398, top1_acc: 0.4146, top5_acc: 0.6698, loss_cls: 2.5888, loss: 2.5888, grad_norm: 6.3251 2020-10-11 00:58:24,558 - mmaction - INFO - Epoch [2][1720/5010] lr: 7.500e-03, eta: 3 days, 6:08:13, time: 1.138, data_time: 0.005, memory: 10398, top1_acc: 0.4135, top5_acc: 0.7010, loss_cls: 2.4613, loss: 2.4613, grad_norm: 6.4755 2020-10-11 00:58:46,672 - mmaction - INFO - Epoch [2][1740/5010] lr: 7.500e-03, eta: 3 days, 6:07:15, time: 1.105, data_time: 0.111, memory: 10398, top1_acc: 0.3969, top5_acc: 0.6573, loss_cls: 2.6160, loss: 2.6160, grad_norm: 6.3969 2020-10-11 00:59:08,549 - mmaction - INFO - Epoch [2][1760/5010] lr: 7.500e-03, eta: 3 days, 6:06:08, time: 1.093, data_time: 0.177, memory: 10398, top1_acc: 0.4271, top5_acc: 0.6646, loss_cls: 2.5318, loss: 2.5318, grad_norm: 6.2190 2020-10-11 00:59:30,558 - mmaction - INFO - Epoch [2][1780/5010] lr: 7.500e-03, eta: 3 days, 6:05:07, time: 1.101, data_time: 0.210, memory: 10398, top1_acc: 0.3875, top5_acc: 0.6365, loss_cls: 2.7492, loss: 2.7492, grad_norm: 6.2802 2020-10-11 00:59:51,971 - mmaction - INFO - Epoch [2][1800/5010] lr: 7.500e-03, eta: 3 days, 6:03:45, time: 1.071, data_time: 0.204, memory: 10398, top1_acc: 0.4031, top5_acc: 0.6729, loss_cls: 2.5522, loss: 2.5522, grad_norm: 6.2385 2020-10-11 01:00:15,283 - mmaction - INFO - Epoch [2][1820/5010] lr: 7.500e-03, eta: 3 days, 6:03:27, time: 1.161, data_time: 0.240, memory: 10398, top1_acc: 0.4313, top5_acc: 0.6885, loss_cls: 2.4985, loss: 2.4985, grad_norm: 6.4349 2020-10-11 01:00:38,162 - mmaction - INFO - Epoch [2][1840/5010] lr: 7.500e-03, eta: 3 days, 6:02:50, time: 1.133, data_time: 0.185, memory: 10398, top1_acc: 0.4094, top5_acc: 0.6781, loss_cls: 2.5897, loss: 2.5897, grad_norm: 6.2322 2020-10-11 01:00:59,213 - mmaction - INFO - Epoch [2][1860/5010] lr: 7.500e-03, eta: 3 days, 6:01:27, time: 1.069, data_time: 0.192, memory: 10398, top1_acc: 0.4313, top5_acc: 0.6937, loss_cls: 2.4881, loss: 2.4881, grad_norm: 6.5033 2020-10-11 01:01:23,022 - mmaction - INFO - Epoch [2][1880/5010] lr: 7.500e-03, eta: 3 days, 6:01:30, time: 1.191, data_time: 0.003, memory: 10398, top1_acc: 0.4437, top5_acc: 0.7177, loss_cls: 2.4343, loss: 2.4343, grad_norm: 6.7019 2020-10-11 01:01:44,798 - mmaction - INFO - Epoch [2][1900/5010] lr: 7.500e-03, eta: 3 days, 6:00:22, time: 1.089, data_time: 0.002, memory: 10398, top1_acc: 0.3927, top5_acc: 0.6656, loss_cls: 2.6117, loss: 2.6117, grad_norm: 6.2371 2020-10-11 01:02:04,801 - mmaction - INFO - Epoch [2][1920/5010] lr: 7.500e-03, eta: 3 days, 5:58:07, time: 0.993, data_time: 0.007, memory: 10398, top1_acc: 0.4177, top5_acc: 0.6615, loss_cls: 2.6298, loss: 2.6298, grad_norm: 6.6169 2020-10-11 01:02:26,922 - mmaction - INFO - Epoch [2][1940/5010] lr: 7.500e-03, eta: 3 days, 5:57:16, time: 1.113, data_time: 0.010, memory: 10398, top1_acc: 0.3948, top5_acc: 0.6875, loss_cls: 2.5717, loss: 2.5717, grad_norm: 6.2649 2020-10-11 01:02:47,748 - mmaction - INFO - Epoch [2][1960/5010] lr: 7.500e-03, eta: 3 days, 5:55:36, time: 1.042, data_time: 0.010, memory: 10398, top1_acc: 0.3948, top5_acc: 0.6771, loss_cls: 2.5955, loss: 2.5955, grad_norm: 6.5204 2020-10-11 01:03:10,709 - mmaction - INFO - Epoch [2][1980/5010] lr: 7.500e-03, eta: 3 days, 5:55:10, time: 1.148, data_time: 0.006, memory: 10398, top1_acc: 0.4177, top5_acc: 0.6687, loss_cls: 2.5817, loss: 2.5817, grad_norm: 6.4731 2020-10-11 01:03:32,480 - mmaction - INFO - Epoch [2][2000/5010] lr: 7.500e-03, eta: 3 days, 5:54:00, time: 1.085, data_time: 0.002, memory: 10398, top1_acc: 0.4208, top5_acc: 0.6844, loss_cls: 2.5161, loss: 2.5161, grad_norm: 6.4418 2020-10-11 01:03:54,219 - mmaction - INFO - Epoch [2][2020/5010] lr: 7.500e-03, eta: 3 days, 5:52:55, time: 1.090, data_time: 0.009, memory: 10398, top1_acc: 0.4208, top5_acc: 0.6969, loss_cls: 2.5148, loss: 2.5148, grad_norm: 6.6532 2020-10-11 01:04:15,882 - mmaction - INFO - Epoch [2][2040/5010] lr: 7.500e-03, eta: 3 days, 5:51:44, time: 1.083, data_time: 0.004, memory: 10398, top1_acc: 0.4188, top5_acc: 0.6740, loss_cls: 2.5724, loss: 2.5724, grad_norm: 6.2529 2020-10-11 01:04:38,459 - mmaction - INFO - Epoch [2][2060/5010] lr: 7.500e-03, eta: 3 days, 5:51:04, time: 1.126, data_time: 0.083, memory: 10398, top1_acc: 0.4333, top5_acc: 0.6948, loss_cls: 2.4442, loss: 2.4442, grad_norm: 6.2826 2020-10-11 01:05:00,705 - mmaction - INFO - Epoch [2][2080/5010] lr: 7.500e-03, eta: 3 days, 5:50:16, time: 1.115, data_time: 0.112, memory: 10398, top1_acc: 0.4333, top5_acc: 0.7146, loss_cls: 2.4524, loss: 2.4524, grad_norm: 6.5709 2020-10-11 01:05:22,376 - mmaction - INFO - Epoch [2][2100/5010] lr: 7.500e-03, eta: 3 days, 5:49:07, time: 1.084, data_time: 0.145, memory: 10398, top1_acc: 0.4083, top5_acc: 0.6740, loss_cls: 2.5870, loss: 2.5870, grad_norm: 6.3699 2020-10-11 01:05:44,391 - mmaction - INFO - Epoch [2][2120/5010] lr: 7.500e-03, eta: 3 days, 5:48:09, time: 1.100, data_time: 0.046, memory: 10398, top1_acc: 0.3990, top5_acc: 0.6719, loss_cls: 2.5903, loss: 2.5903, grad_norm: 6.3373 2020-10-11 01:06:06,624 - mmaction - INFO - Epoch [2][2140/5010] lr: 7.500e-03, eta: 3 days, 5:47:18, time: 1.109, data_time: 0.007, memory: 10398, top1_acc: 0.4385, top5_acc: 0.7021, loss_cls: 2.3910, loss: 2.3910, grad_norm: 6.4329 2020-10-11 01:06:28,816 - mmaction - INFO - Epoch [2][2160/5010] lr: 7.500e-03, eta: 3 days, 5:46:28, time: 1.112, data_time: 0.008, memory: 10398, top1_acc: 0.4187, top5_acc: 0.6844, loss_cls: 2.5411, loss: 2.5411, grad_norm: 6.5522 2020-10-11 01:06:51,077 - mmaction - INFO - Epoch [2][2180/5010] lr: 7.500e-03, eta: 3 days, 5:45:40, time: 1.113, data_time: 0.002, memory: 10398, top1_acc: 0.4104, top5_acc: 0.6729, loss_cls: 2.5715, loss: 2.5715, grad_norm: 6.2621 2020-10-11 01:07:11,572 - mmaction - INFO - Epoch [2][2200/5010] lr: 7.500e-03, eta: 3 days, 5:43:51, time: 1.022, data_time: 0.007, memory: 10398, top1_acc: 0.4083, top5_acc: 0.6698, loss_cls: 2.6440, loss: 2.6440, grad_norm: 6.4140 2020-10-11 01:07:33,418 - mmaction - INFO - Epoch [2][2220/5010] lr: 7.500e-03, eta: 3 days, 5:42:50, time: 1.095, data_time: 0.007, memory: 10398, top1_acc: 0.4229, top5_acc: 0.6875, loss_cls: 2.5125, loss: 2.5125, grad_norm: 6.1654 2020-10-11 01:07:55,479 - mmaction - INFO - Epoch [2][2240/5010] lr: 7.500e-03, eta: 3 days, 5:41:56, time: 1.103, data_time: 0.008, memory: 10398, top1_acc: 0.4094, top5_acc: 0.6823, loss_cls: 2.5830, loss: 2.5830, grad_norm: 6.1250 2020-10-11 01:08:18,019 - mmaction - INFO - Epoch [2][2260/5010] lr: 7.500e-03, eta: 3 days, 5:41:18, time: 1.127, data_time: 0.002, memory: 10398, top1_acc: 0.4031, top5_acc: 0.6885, loss_cls: 2.5312, loss: 2.5312, grad_norm: 6.3631 2020-10-11 01:08:39,311 - mmaction - INFO - Epoch [2][2280/5010] lr: 7.500e-03, eta: 3 days, 5:39:52, time: 1.056, data_time: 0.005, memory: 10398, top1_acc: 0.4385, top5_acc: 0.7052, loss_cls: 2.4025, loss: 2.4025, grad_norm: 6.4735 2020-10-11 01:09:00,919 - mmaction - INFO - Epoch [2][2300/5010] lr: 7.500e-03, eta: 3 days, 5:38:48, time: 1.088, data_time: 0.010, memory: 10398, top1_acc: 0.4406, top5_acc: 0.7010, loss_cls: 2.5361, loss: 2.5361, grad_norm: 6.3207 2020-10-11 01:09:23,440 - mmaction - INFO - Epoch [2][2320/5010] lr: 7.500e-03, eta: 3 days, 5:38:10, time: 1.127, data_time: 0.003, memory: 10398, top1_acc: 0.4063, top5_acc: 0.6833, loss_cls: 2.5253, loss: 2.5253, grad_norm: 6.5545 2020-10-11 01:09:44,700 - mmaction - INFO - Epoch [2][2340/5010] lr: 7.500e-03, eta: 3 days, 5:36:50, time: 1.063, data_time: 0.002, memory: 10398, top1_acc: 0.3948, top5_acc: 0.6885, loss_cls: 2.5566, loss: 2.5566, grad_norm: 6.2196 2020-10-11 01:10:05,980 - mmaction - INFO - Epoch [2][2360/5010] lr: 7.500e-03, eta: 3 days, 5:35:30, time: 1.063, data_time: 0.007, memory: 10398, top1_acc: 0.4115, top5_acc: 0.6667, loss_cls: 2.6392, loss: 2.6392, grad_norm: 6.5570 2020-10-11 01:10:27,437 - mmaction - INFO - Epoch [2][2380/5010] lr: 7.500e-03, eta: 3 days, 5:34:18, time: 1.074, data_time: 0.058, memory: 10398, top1_acc: 0.4083, top5_acc: 0.6771, loss_cls: 2.5789, loss: 2.5789, grad_norm: 6.1276 2020-10-11 01:10:49,482 - mmaction - INFO - Epoch [2][2400/5010] lr: 7.500e-03, eta: 3 days, 5:33:24, time: 1.102, data_time: 0.005, memory: 10398, top1_acc: 0.4000, top5_acc: 0.6708, loss_cls: 2.6151, loss: 2.6151, grad_norm: 6.4875 2020-10-11 01:11:10,935 - mmaction - INFO - Epoch [2][2420/5010] lr: 7.500e-03, eta: 3 days, 5:32:11, time: 1.073, data_time: 0.021, memory: 10398, top1_acc: 0.4240, top5_acc: 0.6781, loss_cls: 2.4711, loss: 2.4711, grad_norm: 6.1347 2020-10-11 01:11:33,816 - mmaction - INFO - Epoch [2][2440/5010] lr: 7.500e-03, eta: 3 days, 5:31:40, time: 1.136, data_time: 0.053, memory: 10398, top1_acc: 0.4292, top5_acc: 0.6844, loss_cls: 2.4554, loss: 2.4554, grad_norm: 6.3862 2020-10-11 01:11:55,779 - mmaction - INFO - Epoch [2][2460/5010] lr: 7.500e-03, eta: 3 days, 5:30:50, time: 1.107, data_time: 0.225, memory: 10398, top1_acc: 0.4260, top5_acc: 0.6792, loss_cls: 2.5548, loss: 2.5548, grad_norm: 6.1948 2020-10-11 01:12:17,529 - mmaction - INFO - Epoch [2][2480/5010] lr: 7.500e-03, eta: 3 days, 5:29:47, time: 1.086, data_time: 0.230, memory: 10398, top1_acc: 0.4219, top5_acc: 0.7052, loss_cls: 2.4669, loss: 2.4669, grad_norm: 6.4262 2020-10-11 01:12:38,881 - mmaction - INFO - Epoch [2][2500/5010] lr: 7.500e-03, eta: 3 days, 5:28:33, time: 1.069, data_time: 0.113, memory: 10398, top1_acc: 0.4260, top5_acc: 0.7010, loss_cls: 2.4694, loss: 2.4694, grad_norm: 6.5071 2020-10-11 01:13:00,649 - mmaction - INFO - Epoch [2][2520/5010] lr: 7.500e-03, eta: 3 days, 5:27:31, time: 1.088, data_time: 0.007, memory: 10398, top1_acc: 0.4229, top5_acc: 0.6760, loss_cls: 2.5142, loss: 2.5142, grad_norm: 6.2710 2020-10-11 01:13:22,748 - mmaction - INFO - Epoch [2][2540/5010] lr: 7.500e-03, eta: 3 days, 5:26:41, time: 1.105, data_time: 0.019, memory: 10398, top1_acc: 0.4260, top5_acc: 0.6885, loss_cls: 2.5327, loss: 2.5327, grad_norm: 6.4417 2020-10-11 01:13:44,835 - mmaction - INFO - Epoch [2][2560/5010] lr: 7.500e-03, eta: 3 days, 5:25:50, time: 1.105, data_time: 0.002, memory: 10398, top1_acc: 0.4042, top5_acc: 0.6719, loss_cls: 2.5803, loss: 2.5803, grad_norm: 6.4081 2020-10-11 01:14:08,355 - mmaction - INFO - Epoch [2][2580/5010] lr: 7.500e-03, eta: 3 days, 5:25:45, time: 1.175, data_time: 0.002, memory: 10398, top1_acc: 0.4438, top5_acc: 0.7021, loss_cls: 2.4619, loss: 2.4619, grad_norm: 6.4836 2020-10-11 01:14:28,083 - mmaction - INFO - Epoch [2][2600/5010] lr: 7.500e-03, eta: 3 days, 5:23:40, time: 0.987, data_time: 0.007, memory: 10398, top1_acc: 0.4094, top5_acc: 0.6937, loss_cls: 2.5292, loss: 2.5292, grad_norm: 6.2808 2020-10-11 01:14:49,276 - mmaction - INFO - Epoch [2][2620/5010] lr: 7.500e-03, eta: 3 days, 5:22:21, time: 1.060, data_time: 0.008, memory: 10398, top1_acc: 0.4219, top5_acc: 0.6813, loss_cls: 2.5310, loss: 2.5310, grad_norm: 6.6704 2020-10-11 01:15:11,598 - mmaction - INFO - Epoch [2][2640/5010] lr: 7.500e-03, eta: 3 days, 5:21:39, time: 1.116, data_time: 0.008, memory: 10398, top1_acc: 0.4187, top5_acc: 0.6917, loss_cls: 2.4943, loss: 2.4943, grad_norm: 6.0052 2020-10-11 01:15:33,368 - mmaction - INFO - Epoch [2][2660/5010] lr: 7.500e-03, eta: 3 days, 5:20:39, time: 1.089, data_time: 0.002, memory: 10398, top1_acc: 0.4021, top5_acc: 0.6906, loss_cls: 2.5691, loss: 2.5691, grad_norm: 6.0624 2020-10-11 01:15:55,659 - mmaction - INFO - Epoch [2][2680/5010] lr: 7.500e-03, eta: 3 days, 5:19:56, time: 1.114, data_time: 0.005, memory: 10398, top1_acc: 0.4323, top5_acc: 0.6875, loss_cls: 2.5097, loss: 2.5097, grad_norm: 6.2008 2020-10-11 01:16:17,183 - mmaction - INFO - Epoch [2][2700/5010] lr: 7.500e-03, eta: 3 days, 5:18:49, time: 1.077, data_time: 0.002, memory: 10398, top1_acc: 0.4260, top5_acc: 0.6771, loss_cls: 2.5587, loss: 2.5587, grad_norm: 6.2779 2020-10-11 01:16:39,290 - mmaction - INFO - Epoch [2][2720/5010] lr: 7.500e-03, eta: 3 days, 5:17:58, time: 1.102, data_time: 0.007, memory: 10398, top1_acc: 0.4146, top5_acc: 0.6760, loss_cls: 2.5286, loss: 2.5286, grad_norm: 6.3257 2020-10-11 01:17:01,868 - mmaction - INFO - Epoch [2][2740/5010] lr: 7.500e-03, eta: 3 days, 5:17:26, time: 1.132, data_time: 0.008, memory: 10398, top1_acc: 0.4250, top5_acc: 0.6927, loss_cls: 2.4779, loss: 2.4779, grad_norm: 6.2208 2020-10-11 01:17:23,433 - mmaction - INFO - Epoch [2][2760/5010] lr: 7.500e-03, eta: 3 days, 5:16:21, time: 1.078, data_time: 0.002, memory: 10398, top1_acc: 0.4344, top5_acc: 0.7052, loss_cls: 2.3954, loss: 2.3954, grad_norm: 6.3431 2020-10-11 01:17:45,957 - mmaction - INFO - Epoch [2][2780/5010] lr: 7.500e-03, eta: 3 days, 5:15:45, time: 1.126, data_time: 0.002, memory: 10398, top1_acc: 0.4052, top5_acc: 0.6885, loss_cls: 2.4715, loss: 2.4715, grad_norm: 6.6077 2020-10-11 01:18:06,881 - mmaction - INFO - Epoch [2][2800/5010] lr: 7.500e-03, eta: 3 days, 5:14:17, time: 1.041, data_time: 0.007, memory: 10398, top1_acc: 0.4333, top5_acc: 0.6906, loss_cls: 2.5032, loss: 2.5032, grad_norm: 6.1672 2020-10-11 01:18:28,209 - mmaction - INFO - Epoch [2][2820/5010] lr: 7.500e-03, eta: 3 days, 5:13:08, time: 1.072, data_time: 0.008, memory: 10398, top1_acc: 0.4125, top5_acc: 0.6917, loss_cls: 2.5032, loss: 2.5032, grad_norm: 6.5806 2020-10-11 01:18:49,288 - mmaction - INFO - Epoch [2][2840/5010] lr: 7.500e-03, eta: 3 days, 5:11:49, time: 1.054, data_time: 0.002, memory: 10398, top1_acc: 0.4333, top5_acc: 0.6854, loss_cls: 2.4715, loss: 2.4715, grad_norm: 6.3463 2020-10-11 01:19:12,150 - mmaction - INFO - Epoch [2][2860/5010] lr: 7.500e-03, eta: 3 days, 5:11:22, time: 1.139, data_time: 0.007, memory: 10398, top1_acc: 0.4385, top5_acc: 0.6969, loss_cls: 2.4552, loss: 2.4552, grad_norm: 6.0802 2020-10-11 01:19:34,661 - mmaction - INFO - Epoch [2][2880/5010] lr: 7.500e-03, eta: 3 days, 5:10:49, time: 1.130, data_time: 0.008, memory: 10398, top1_acc: 0.4250, top5_acc: 0.6844, loss_cls: 2.5363, loss: 2.5363, grad_norm: 6.2877 2020-10-11 01:19:58,241 - mmaction - INFO - Epoch [2][2900/5010] lr: 7.500e-03, eta: 3 days, 5:10:47, time: 1.179, data_time: 0.006, memory: 10398, top1_acc: 0.4094, top5_acc: 0.6885, loss_cls: 2.5558, loss: 2.5558, grad_norm: 6.4408 2020-10-11 01:20:18,977 - mmaction - INFO - Epoch [2][2920/5010] lr: 7.500e-03, eta: 3 days, 5:09:18, time: 1.037, data_time: 0.002, memory: 10398, top1_acc: 0.4469, top5_acc: 0.7073, loss_cls: 2.4327, loss: 2.4327, grad_norm: 5.9516 2020-10-11 01:20:40,665 - mmaction - INFO - Epoch [2][2940/5010] lr: 7.500e-03, eta: 3 days, 5:08:15, time: 1.080, data_time: 0.007, memory: 10398, top1_acc: 0.4135, top5_acc: 0.6604, loss_cls: 2.5610, loss: 2.5610, grad_norm: 6.1664 2020-10-11 01:21:01,610 - mmaction - INFO - Epoch [2][2960/5010] lr: 7.500e-03, eta: 3 days, 5:06:55, time: 1.052, data_time: 0.009, memory: 10398, top1_acc: 0.4448, top5_acc: 0.7125, loss_cls: 2.4419, loss: 2.4419, grad_norm: 6.1043 2020-10-11 01:21:24,818 - mmaction - INFO - Epoch [2][2980/5010] lr: 7.500e-03, eta: 3 days, 5:06:42, time: 1.160, data_time: 0.002, memory: 10398, top1_acc: 0.4417, top5_acc: 0.6792, loss_cls: 2.5486, loss: 2.5486, grad_norm: 6.3004 2020-10-11 01:21:45,789 - mmaction - INFO - Epoch [2][3000/5010] lr: 7.500e-03, eta: 3 days, 5:05:21, time: 1.049, data_time: 0.004, memory: 10398, top1_acc: 0.4542, top5_acc: 0.7052, loss_cls: 2.3885, loss: 2.3885, grad_norm: 6.3378 2020-10-11 01:22:07,683 - mmaction - INFO - Epoch [2][3020/5010] lr: 7.500e-03, eta: 3 days, 5:04:27, time: 1.092, data_time: 0.113, memory: 10398, top1_acc: 0.4156, top5_acc: 0.6927, loss_cls: 2.4902, loss: 2.4902, grad_norm: 6.4258 2020-10-11 01:22:29,433 - mmaction - INFO - Epoch [2][3040/5010] lr: 7.500e-03, eta: 3 days, 5:03:31, time: 1.090, data_time: 0.017, memory: 10398, top1_acc: 0.4188, top5_acc: 0.6958, loss_cls: 2.5203, loss: 2.5203, grad_norm: 6.3984 2020-10-11 01:22:50,709 - mmaction - INFO - Epoch [2][3060/5010] lr: 7.500e-03, eta: 3 days, 5:02:20, time: 1.064, data_time: 0.002, memory: 10398, top1_acc: 0.4281, top5_acc: 0.7021, loss_cls: 2.4531, loss: 2.4531, grad_norm: 6.1810 2020-10-11 01:23:13,257 - mmaction - INFO - Epoch [2][3080/5010] lr: 7.500e-03, eta: 3 days, 5:01:44, time: 1.122, data_time: 0.006, memory: 10398, top1_acc: 0.4125, top5_acc: 0.6781, loss_cls: 2.5725, loss: 2.5725, grad_norm: 6.3286 2020-10-11 01:23:36,591 - mmaction - INFO - Epoch [2][3100/5010] lr: 7.500e-03, eta: 3 days, 5:01:38, time: 1.172, data_time: 0.009, memory: 10398, top1_acc: 0.4344, top5_acc: 0.7010, loss_cls: 2.4361, loss: 2.4361, grad_norm: 6.2658 2020-10-11 01:23:56,942 - mmaction - INFO - Epoch [2][3120/5010] lr: 7.500e-03, eta: 3 days, 4:59:59, time: 1.018, data_time: 0.002, memory: 10398, top1_acc: 0.4271, top5_acc: 0.6802, loss_cls: 2.5686, loss: 2.5686, grad_norm: 6.3123 2020-10-11 01:24:19,566 - mmaction - INFO - Epoch [2][3140/5010] lr: 7.500e-03, eta: 3 days, 4:59:29, time: 1.132, data_time: 0.002, memory: 10398, top1_acc: 0.4240, top5_acc: 0.6771, loss_cls: 2.5229, loss: 2.5229, grad_norm: 6.0461 2020-10-11 01:24:41,393 - mmaction - INFO - Epoch [2][3160/5010] lr: 7.500e-03, eta: 3 days, 4:58:31, time: 1.085, data_time: 0.006, memory: 10398, top1_acc: 0.4344, top5_acc: 0.6854, loss_cls: 2.4350, loss: 2.4350, grad_norm: 6.4203 2020-10-11 01:25:04,407 - mmaction - INFO - Epoch [2][3180/5010] lr: 7.500e-03, eta: 3 days, 4:58:16, time: 1.157, data_time: 0.009, memory: 10398, top1_acc: 0.4250, top5_acc: 0.6865, loss_cls: 2.5407, loss: 2.5407, grad_norm: 6.2631 2020-10-11 01:25:23,833 - mmaction - INFO - Epoch [2][3200/5010] lr: 7.500e-03, eta: 3 days, 4:56:12, time: 0.971, data_time: 0.043, memory: 10398, top1_acc: 0.4281, top5_acc: 0.6802, loss_cls: 2.4872, loss: 2.4872, grad_norm: 6.4335 2020-10-11 01:25:47,431 - mmaction - INFO - Epoch [2][3220/5010] lr: 7.500e-03, eta: 3 days, 4:56:08, time: 1.175, data_time: 0.067, memory: 10398, top1_acc: 0.4250, top5_acc: 0.6625, loss_cls: 2.6047, loss: 2.6047, grad_norm: 6.4126 2020-10-11 01:26:09,054 - mmaction - INFO - Epoch [2][3240/5010] lr: 7.500e-03, eta: 3 days, 4:55:11, time: 1.086, data_time: 0.009, memory: 10398, top1_acc: 0.4271, top5_acc: 0.6948, loss_cls: 2.4753, loss: 2.4753, grad_norm: 6.3056 2020-10-11 01:26:29,713 - mmaction - INFO - Epoch [2][3260/5010] lr: 7.500e-03, eta: 3 days, 4:53:44, time: 1.034, data_time: 0.008, memory: 10398, top1_acc: 0.4438, top5_acc: 0.6927, loss_cls: 2.4820, loss: 2.4820, grad_norm: 6.1135 2020-10-11 01:26:51,199 - mmaction - INFO - Epoch [2][3280/5010] lr: 7.500e-03, eta: 3 days, 4:52:41, time: 1.074, data_time: 0.003, memory: 10398, top1_acc: 0.4333, top5_acc: 0.6917, loss_cls: 2.4240, loss: 2.4240, grad_norm: 6.4554 2020-10-11 01:27:14,010 - mmaction - INFO - Epoch [2][3300/5010] lr: 7.500e-03, eta: 3 days, 4:52:15, time: 1.138, data_time: 0.199, memory: 10398, top1_acc: 0.4281, top5_acc: 0.7083, loss_cls: 2.4450, loss: 2.4450, grad_norm: 6.5757 2020-10-11 01:27:35,505 - mmaction - INFO - Epoch [2][3320/5010] lr: 7.500e-03, eta: 3 days, 4:51:14, time: 1.077, data_time: 0.160, memory: 10398, top1_acc: 0.4292, top5_acc: 0.6969, loss_cls: 2.4509, loss: 2.4509, grad_norm: 6.6010 2020-10-11 01:27:58,246 - mmaction - INFO - Epoch [2][3340/5010] lr: 7.500e-03, eta: 3 days, 4:50:49, time: 1.137, data_time: 0.036, memory: 10398, top1_acc: 0.3844, top5_acc: 0.6677, loss_cls: 2.5820, loss: 2.5820, grad_norm: 6.3049 2020-10-11 01:28:18,976 - mmaction - INFO - Epoch [2][3360/5010] lr: 7.500e-03, eta: 3 days, 4:49:25, time: 1.037, data_time: 0.002, memory: 10398, top1_acc: 0.4156, top5_acc: 0.7021, loss_cls: 2.4830, loss: 2.4830, grad_norm: 6.4217 2020-10-11 01:28:41,236 - mmaction - INFO - Epoch [2][3380/5010] lr: 7.500e-03, eta: 3 days, 4:48:43, time: 1.109, data_time: 0.006, memory: 10398, top1_acc: 0.4292, top5_acc: 0.7156, loss_cls: 2.3977, loss: 2.3977, grad_norm: 6.5349 2020-10-11 01:29:02,569 - mmaction - INFO - Epoch [2][3400/5010] lr: 7.500e-03, eta: 3 days, 4:47:38, time: 1.070, data_time: 0.007, memory: 10398, top1_acc: 0.4146, top5_acc: 0.6781, loss_cls: 2.5541, loss: 2.5541, grad_norm: 6.3936 2020-10-11 01:29:24,706 - mmaction - INFO - Epoch [2][3420/5010] lr: 7.500e-03, eta: 3 days, 4:46:55, time: 1.107, data_time: 0.002, memory: 10398, top1_acc: 0.4062, top5_acc: 0.6760, loss_cls: 2.5737, loss: 2.5737, grad_norm: 6.1437 2020-10-11 01:29:46,668 - mmaction - INFO - Epoch [2][3440/5010] lr: 7.500e-03, eta: 3 days, 4:46:08, time: 1.098, data_time: 0.002, memory: 10398, top1_acc: 0.3937, top5_acc: 0.6510, loss_cls: 2.6294, loss: 2.6294, grad_norm: 6.1631 2020-10-11 01:30:08,848 - mmaction - INFO - Epoch [2][3460/5010] lr: 7.500e-03, eta: 3 days, 4:45:26, time: 1.109, data_time: 0.006, memory: 10398, top1_acc: 0.4177, top5_acc: 0.6979, loss_cls: 2.5302, loss: 2.5302, grad_norm: 6.2966 2020-10-11 01:30:29,839 - mmaction - INFO - Epoch [2][3480/5010] lr: 7.500e-03, eta: 3 days, 4:44:10, time: 1.049, data_time: 0.002, memory: 10398, top1_acc: 0.4125, top5_acc: 0.7094, loss_cls: 2.4323, loss: 2.4323, grad_norm: 6.1606 2020-10-11 01:30:52,121 - mmaction - INFO - Epoch [2][3500/5010] lr: 7.500e-03, eta: 3 days, 4:43:32, time: 1.114, data_time: 0.002, memory: 10398, top1_acc: 0.4323, top5_acc: 0.6927, loss_cls: 2.4722, loss: 2.4722, grad_norm: 6.2648 2020-10-11 01:31:13,081 - mmaction - INFO - Epoch [2][3520/5010] lr: 7.500e-03, eta: 3 days, 4:42:15, time: 1.046, data_time: 0.005, memory: 10398, top1_acc: 0.3958, top5_acc: 0.6698, loss_cls: 2.6144, loss: 2.6144, grad_norm: 6.1422 2020-10-11 01:31:35,155 - mmaction - INFO - Epoch [2][3540/5010] lr: 7.500e-03, eta: 3 days, 4:41:32, time: 1.106, data_time: 0.008, memory: 10398, top1_acc: 0.4281, top5_acc: 0.7333, loss_cls: 2.3470, loss: 2.3470, grad_norm: 6.4532 2020-10-11 01:31:57,577 - mmaction - INFO - Epoch [2][3560/5010] lr: 7.500e-03, eta: 3 days, 4:40:58, time: 1.120, data_time: 0.002, memory: 10398, top1_acc: 0.4115, top5_acc: 0.6906, loss_cls: 2.5182, loss: 2.5182, grad_norm: 6.1779 2020-10-11 01:32:18,605 - mmaction - INFO - Epoch [2][3580/5010] lr: 7.500e-03, eta: 3 days, 4:39:45, time: 1.053, data_time: 0.003, memory: 10398, top1_acc: 0.4417, top5_acc: 0.6948, loss_cls: 2.4848, loss: 2.4848, grad_norm: 6.0592 2020-10-11 01:32:40,148 - mmaction - INFO - Epoch [2][3600/5010] lr: 7.500e-03, eta: 3 days, 4:38:46, time: 1.077, data_time: 0.014, memory: 10398, top1_acc: 0.4156, top5_acc: 0.6781, loss_cls: 2.5028, loss: 2.5028, grad_norm: 6.2636 2020-10-11 01:33:01,180 - mmaction - INFO - Epoch [2][3620/5010] lr: 7.500e-03, eta: 3 days, 4:37:33, time: 1.052, data_time: 0.032, memory: 10398, top1_acc: 0.4625, top5_acc: 0.7135, loss_cls: 2.3872, loss: 2.3872, grad_norm: 6.4619 2020-10-11 01:33:24,016 - mmaction - INFO - Epoch [2][3640/5010] lr: 7.500e-03, eta: 3 days, 4:37:11, time: 1.142, data_time: 0.114, memory: 10398, top1_acc: 0.4604, top5_acc: 0.7208, loss_cls: 2.3600, loss: 2.3600, grad_norm: 6.1910 2020-10-11 01:33:44,599 - mmaction - INFO - Epoch [2][3660/5010] lr: 7.500e-03, eta: 3 days, 4:35:47, time: 1.029, data_time: 0.066, memory: 10398, top1_acc: 0.4115, top5_acc: 0.7010, loss_cls: 2.4374, loss: 2.4374, grad_norm: 6.1344 2020-10-11 01:34:06,990 - mmaction - INFO - Epoch [2][3680/5010] lr: 7.500e-03, eta: 3 days, 4:35:12, time: 1.119, data_time: 0.013, memory: 10398, top1_acc: 0.4594, top5_acc: 0.7073, loss_cls: 2.4015, loss: 2.4015, grad_norm: 6.1732 2020-10-11 01:34:28,920 - mmaction - INFO - Epoch [2][3700/5010] lr: 7.500e-03, eta: 3 days, 4:34:25, time: 1.096, data_time: 0.007, memory: 10398, top1_acc: 0.4281, top5_acc: 0.7000, loss_cls: 2.4453, loss: 2.4453, grad_norm: 6.3962 2020-10-11 01:34:51,174 - mmaction - INFO - Epoch [2][3720/5010] lr: 7.500e-03, eta: 3 days, 4:33:47, time: 1.113, data_time: 0.002, memory: 10398, top1_acc: 0.4208, top5_acc: 0.7094, loss_cls: 2.4409, loss: 2.4409, grad_norm: 6.3373 2020-10-11 01:35:12,539 - mmaction - INFO - Epoch [2][3740/5010] lr: 7.500e-03, eta: 3 days, 4:32:43, time: 1.065, data_time: 0.007, memory: 10398, top1_acc: 0.4250, top5_acc: 0.6969, loss_cls: 2.3834, loss: 2.3834, grad_norm: 6.2943 2020-10-11 01:35:33,911 - mmaction - INFO - Epoch [2][3760/5010] lr: 7.500e-03, eta: 3 days, 4:31:42, time: 1.071, data_time: 0.008, memory: 10398, top1_acc: 0.4333, top5_acc: 0.6635, loss_cls: 2.5641, loss: 2.5641, grad_norm: 6.1672 2020-10-11 01:35:57,097 - mmaction - INFO - Epoch [2][3780/5010] lr: 7.500e-03, eta: 3 days, 4:31:29, time: 1.156, data_time: 0.007, memory: 10398, top1_acc: 0.4521, top5_acc: 0.7094, loss_cls: 2.3910, loss: 2.3910, grad_norm: 6.0082 2020-10-11 01:36:18,805 - mmaction - INFO - Epoch [2][3800/5010] lr: 7.500e-03, eta: 3 days, 4:30:38, time: 1.088, data_time: 0.005, memory: 10398, top1_acc: 0.4542, top5_acc: 0.7083, loss_cls: 2.3535, loss: 2.3535, grad_norm: 6.3950 2020-10-11 01:36:39,876 - mmaction - INFO - Epoch [2][3820/5010] lr: 7.500e-03, eta: 3 days, 4:29:26, time: 1.051, data_time: 0.006, memory: 10398, top1_acc: 0.4271, top5_acc: 0.6760, loss_cls: 2.5173, loss: 2.5173, grad_norm: 6.3447 2020-10-11 01:37:01,942 - mmaction - INFO - Epoch [2][3840/5010] lr: 7.500e-03, eta: 3 days, 4:28:45, time: 1.106, data_time: 0.008, memory: 10398, top1_acc: 0.4354, top5_acc: 0.6854, loss_cls: 2.4850, loss: 2.4850, grad_norm: 6.2013 2020-10-11 01:37:23,718 - mmaction - INFO - Epoch [2][3860/5010] lr: 7.500e-03, eta: 3 days, 4:27:55, time: 1.089, data_time: 0.002, memory: 10398, top1_acc: 0.4250, top5_acc: 0.6969, loss_cls: 2.4736, loss: 2.4736, grad_norm: 6.4086 2020-10-11 01:37:46,323 - mmaction - INFO - Epoch [2][3880/5010] lr: 7.500e-03, eta: 3 days, 4:27:27, time: 1.130, data_time: 0.002, memory: 10398, top1_acc: 0.4510, top5_acc: 0.7135, loss_cls: 2.3375, loss: 2.3375, grad_norm: 6.1979 2020-10-11 01:38:07,587 - mmaction - INFO - Epoch [2][3900/5010] lr: 7.500e-03, eta: 3 days, 4:26:22, time: 1.061, data_time: 0.007, memory: 10398, top1_acc: 0.3979, top5_acc: 0.6729, loss_cls: 2.5616, loss: 2.5616, grad_norm: 6.1991 2020-10-11 01:38:29,342 - mmaction - INFO - Epoch [2][3920/5010] lr: 7.500e-03, eta: 3 days, 4:25:33, time: 1.090, data_time: 0.008, memory: 10398, top1_acc: 0.4542, top5_acc: 0.6938, loss_cls: 2.4591, loss: 2.4591, grad_norm: 6.0916 2020-10-11 01:38:50,288 - mmaction - INFO - Epoch [2][3940/5010] lr: 7.500e-03, eta: 3 days, 4:24:20, time: 1.047, data_time: 0.002, memory: 10398, top1_acc: 0.4417, top5_acc: 0.7042, loss_cls: 2.5007, loss: 2.5007, grad_norm: 6.0465 2020-10-11 01:39:12,506 - mmaction - INFO - Epoch [2][3960/5010] lr: 7.500e-03, eta: 3 days, 4:23:43, time: 1.111, data_time: 0.007, memory: 10398, top1_acc: 0.4219, top5_acc: 0.6979, loss_cls: 2.4514, loss: 2.4514, grad_norm: 6.4543 2020-10-11 01:39:35,066 - mmaction - INFO - Epoch [2][3980/5010] lr: 7.500e-03, eta: 3 days, 4:23:11, time: 1.122, data_time: 0.007, memory: 10398, top1_acc: 0.4469, top5_acc: 0.7198, loss_cls: 2.4109, loss: 2.4109, grad_norm: 6.2484 2020-10-11 01:39:55,755 - mmaction - INFO - Epoch [2][4000/5010] lr: 7.500e-03, eta: 3 days, 4:21:56, time: 1.040, data_time: 0.009, memory: 10398, top1_acc: 0.4583, top5_acc: 0.6990, loss_cls: 2.4027, loss: 2.4027, grad_norm: 6.1575 2020-10-11 01:40:17,560 - mmaction - INFO - Epoch [2][4020/5010] lr: 7.500e-03, eta: 3 days, 4:21:07, time: 1.090, data_time: 0.022, memory: 10398, top1_acc: 0.4302, top5_acc: 0.7073, loss_cls: 2.4893, loss: 2.4893, grad_norm: 6.3672 2020-10-11 01:40:40,909 - mmaction - INFO - Epoch [2][4040/5010] lr: 7.500e-03, eta: 3 days, 4:20:56, time: 1.160, data_time: 0.006, memory: 10398, top1_acc: 0.4302, top5_acc: 0.7052, loss_cls: 2.4433, loss: 2.4433, grad_norm: 6.3346 2020-10-11 01:41:02,145 - mmaction - INFO - Epoch [2][4060/5010] lr: 7.500e-03, eta: 3 days, 4:19:56, time: 1.069, data_time: 0.010, memory: 10398, top1_acc: 0.4594, top5_acc: 0.7063, loss_cls: 2.4163, loss: 2.4163, grad_norm: 6.3478 2020-10-11 01:41:25,080 - mmaction - INFO - Epoch [2][4080/5010] lr: 7.500e-03, eta: 3 days, 4:19:37, time: 1.146, data_time: 0.025, memory: 10398, top1_acc: 0.4458, top5_acc: 0.7146, loss_cls: 2.3540, loss: 2.3540, grad_norm: 6.1588 2020-10-11 01:41:47,295 - mmaction - INFO - Epoch [2][4100/5010] lr: 7.500e-03, eta: 3 days, 4:19:01, time: 1.112, data_time: 0.022, memory: 10398, top1_acc: 0.4094, top5_acc: 0.7219, loss_cls: 2.4406, loss: 2.4406, grad_norm: 6.5283 2020-10-11 01:42:08,945 - mmaction - INFO - Epoch [2][4120/5010] lr: 7.500e-03, eta: 3 days, 4:18:09, time: 1.083, data_time: 0.002, memory: 10398, top1_acc: 0.4281, top5_acc: 0.6958, loss_cls: 2.4586, loss: 2.4586, grad_norm: 5.9650 2020-10-11 01:42:30,031 - mmaction - INFO - Epoch [2][4140/5010] lr: 7.500e-03, eta: 3 days, 4:17:02, time: 1.054, data_time: 0.002, memory: 10398, top1_acc: 0.4469, top5_acc: 0.7271, loss_cls: 2.3642, loss: 2.3642, grad_norm: 6.5287 2020-10-11 01:42:51,387 - mmaction - INFO - Epoch [2][4160/5010] lr: 7.500e-03, eta: 3 days, 4:16:02, time: 1.068, data_time: 0.002, memory: 10398, top1_acc: 0.4104, top5_acc: 0.6885, loss_cls: 2.5021, loss: 2.5021, grad_norm: 6.2447 2020-10-11 01:43:13,789 - mmaction - INFO - Epoch [2][4180/5010] lr: 7.500e-03, eta: 3 days, 4:15:29, time: 1.117, data_time: 0.008, memory: 10398, top1_acc: 0.4188, top5_acc: 0.6625, loss_cls: 2.5376, loss: 2.5376, grad_norm: 6.2035 2020-10-11 01:43:35,122 - mmaction - INFO - Epoch [2][4200/5010] lr: 7.500e-03, eta: 3 days, 4:14:30, time: 1.069, data_time: 0.008, memory: 10398, top1_acc: 0.4708, top5_acc: 0.7104, loss_cls: 2.3273, loss: 2.3273, grad_norm: 6.1202 2020-10-11 01:43:58,251 - mmaction - INFO - Epoch [2][4220/5010] lr: 7.500e-03, eta: 3 days, 4:14:17, time: 1.156, data_time: 0.002, memory: 10398, top1_acc: 0.4667, top5_acc: 0.7125, loss_cls: 2.3030, loss: 2.3030, grad_norm: 6.2338 2020-10-11 01:44:19,800 - mmaction - INFO - Epoch [2][4240/5010] lr: 7.500e-03, eta: 3 days, 4:13:23, time: 1.077, data_time: 0.002, memory: 10398, top1_acc: 0.4385, top5_acc: 0.6979, loss_cls: 2.4198, loss: 2.4198, grad_norm: 6.3684 2020-10-11 01:44:41,510 - mmaction - INFO - Epoch [2][4260/5010] lr: 7.500e-03, eta: 3 days, 4:12:33, time: 1.086, data_time: 0.003, memory: 10398, top1_acc: 0.4563, top5_acc: 0.7000, loss_cls: 2.4314, loss: 2.4314, grad_norm: 6.1234 2020-10-11 01:45:03,227 - mmaction - INFO - Epoch [2][4280/5010] lr: 7.500e-03, eta: 3 days, 4:11:44, time: 1.086, data_time: 0.008, memory: 10398, top1_acc: 0.4260, top5_acc: 0.6885, loss_cls: 2.4821, loss: 2.4821, grad_norm: 6.1836 2020-10-11 01:45:25,425 - mmaction - INFO - Epoch [2][4300/5010] lr: 7.500e-03, eta: 3 days, 4:11:07, time: 1.109, data_time: 0.002, memory: 10398, top1_acc: 0.4104, top5_acc: 0.7031, loss_cls: 2.4946, loss: 2.4946, grad_norm: 6.1768 2020-10-11 01:45:45,830 - mmaction - INFO - Epoch [2][4320/5010] lr: 7.500e-03, eta: 3 days, 4:09:44, time: 1.021, data_time: 0.002, memory: 10398, top1_acc: 0.4302, top5_acc: 0.7125, loss_cls: 2.4304, loss: 2.4304, grad_norm: 6.2111 2020-10-11 01:46:07,805 - mmaction - INFO - Epoch [2][4340/5010] lr: 7.500e-03, eta: 3 days, 4:09:01, time: 1.099, data_time: 0.002, memory: 10398, top1_acc: 0.4323, top5_acc: 0.6781, loss_cls: 2.5343, loss: 2.5343, grad_norm: 6.2532 2020-10-11 01:46:29,815 - mmaction - INFO - Epoch [2][4360/5010] lr: 7.500e-03, eta: 3 days, 4:08:20, time: 1.100, data_time: 0.006, memory: 10398, top1_acc: 0.4313, top5_acc: 0.7052, loss_cls: 2.4640, loss: 2.4640, grad_norm: 6.3248 2020-10-11 01:46:52,162 - mmaction - INFO - Epoch [2][4380/5010] lr: 7.500e-03, eta: 3 days, 4:07:47, time: 1.117, data_time: 0.002, memory: 10398, top1_acc: 0.4448, top5_acc: 0.7146, loss_cls: 2.3617, loss: 2.3617, grad_norm: 6.3846 2020-10-11 01:47:15,489 - mmaction - INFO - Epoch [2][4400/5010] lr: 7.500e-03, eta: 3 days, 4:07:38, time: 1.164, data_time: 0.007, memory: 10398, top1_acc: 0.4469, top5_acc: 0.7187, loss_cls: 2.3117, loss: 2.3117, grad_norm: 6.0056 2020-10-11 01:47:36,861 - mmaction - INFO - Epoch [2][4420/5010] lr: 7.500e-03, eta: 3 days, 4:06:42, time: 1.071, data_time: 0.007, memory: 10398, top1_acc: 0.4396, top5_acc: 0.6917, loss_cls: 2.4640, loss: 2.4640, grad_norm: 6.1139 2020-10-11 01:47:58,033 - mmaction - INFO - Epoch [2][4440/5010] lr: 7.500e-03, eta: 3 days, 4:05:39, time: 1.058, data_time: 0.007, memory: 10398, top1_acc: 0.4458, top5_acc: 0.6750, loss_cls: 2.4657, loss: 2.4657, grad_norm: 6.2512 2020-10-11 01:48:20,007 - mmaction - INFO - Epoch [2][4460/5010] lr: 7.500e-03, eta: 3 days, 4:04:58, time: 1.099, data_time: 0.004, memory: 10398, top1_acc: 0.4375, top5_acc: 0.6969, loss_cls: 2.4418, loss: 2.4418, grad_norm: 6.1886 2020-10-11 01:48:42,820 - mmaction - INFO - Epoch [2][4480/5010] lr: 7.500e-03, eta: 3 days, 4:04:35, time: 1.137, data_time: 0.007, memory: 10398, top1_acc: 0.4042, top5_acc: 0.6823, loss_cls: 2.5456, loss: 2.5456, grad_norm: 6.3606 2020-10-11 01:49:03,572 - mmaction - INFO - Epoch [2][4500/5010] lr: 7.500e-03, eta: 3 days, 4:03:24, time: 1.041, data_time: 0.011, memory: 10398, top1_acc: 0.4615, top5_acc: 0.7042, loss_cls: 2.3771, loss: 2.3771, grad_norm: 6.1347 2020-10-11 01:49:24,999 - mmaction - INFO - Epoch [2][4520/5010] lr: 7.500e-03, eta: 3 days, 4:02:27, time: 1.068, data_time: 0.002, memory: 10398, top1_acc: 0.4292, top5_acc: 0.6844, loss_cls: 2.5117, loss: 2.5117, grad_norm: 6.1874 2020-10-11 01:49:46,772 - mmaction - INFO - Epoch [2][4540/5010] lr: 7.500e-03, eta: 3 days, 4:01:42, time: 1.092, data_time: 0.005, memory: 10398, top1_acc: 0.4646, top5_acc: 0.7219, loss_cls: 2.3201, loss: 2.3201, grad_norm: 6.2945 2020-10-11 01:50:08,535 - mmaction - INFO - Epoch [2][4560/5010] lr: 7.500e-03, eta: 3 days, 4:00:54, time: 1.085, data_time: 0.036, memory: 10398, top1_acc: 0.4469, top5_acc: 0.7135, loss_cls: 2.3927, loss: 2.3927, grad_norm: 6.2144 2020-10-11 01:50:31,356 - mmaction - INFO - Epoch [2][4580/5010] lr: 7.500e-03, eta: 3 days, 4:00:34, time: 1.141, data_time: 0.006, memory: 10398, top1_acc: 0.4302, top5_acc: 0.6802, loss_cls: 2.5681, loss: 2.5681, grad_norm: 6.3895 2020-10-11 01:50:52,054 - mmaction - INFO - Epoch [2][4600/5010] lr: 7.500e-03, eta: 3 days, 3:59:22, time: 1.038, data_time: 0.007, memory: 10398, top1_acc: 0.4438, top5_acc: 0.7031, loss_cls: 2.4241, loss: 2.4241, grad_norm: 6.1842 2020-10-11 01:51:13,895 - mmaction - INFO - Epoch [2][4620/5010] lr: 7.500e-03, eta: 3 days, 3:58:37, time: 1.090, data_time: 0.012, memory: 10398, top1_acc: 0.4417, top5_acc: 0.6958, loss_cls: 2.4467, loss: 2.4467, grad_norm: 6.3161 2020-10-11 01:51:35,978 - mmaction - INFO - Epoch [2][4640/5010] lr: 7.500e-03, eta: 3 days, 3:57:59, time: 1.106, data_time: 0.050, memory: 10398, top1_acc: 0.4375, top5_acc: 0.6865, loss_cls: 2.4615, loss: 2.4615, grad_norm: 6.0464 2020-10-11 01:51:57,420 - mmaction - INFO - Epoch [2][4660/5010] lr: 7.500e-03, eta: 3 days, 3:57:05, time: 1.072, data_time: 0.040, memory: 10398, top1_acc: 0.4271, top5_acc: 0.7104, loss_cls: 2.4579, loss: 2.4579, grad_norm: 6.4486 2020-10-11 01:52:20,025 - mmaction - INFO - Epoch [2][4680/5010] lr: 7.500e-03, eta: 3 days, 3:56:39, time: 1.130, data_time: 0.255, memory: 10398, top1_acc: 0.4635, top5_acc: 0.7031, loss_cls: 2.3393, loss: 2.3393, grad_norm: 6.0240 2020-10-11 01:52:42,580 - mmaction - INFO - Epoch [2][4700/5010] lr: 7.500e-03, eta: 3 days, 3:56:10, time: 1.121, data_time: 0.063, memory: 10398, top1_acc: 0.4188, top5_acc: 0.7021, loss_cls: 2.4307, loss: 2.4307, grad_norm: 6.1186 2020-10-11 01:53:03,976 - mmaction - INFO - Epoch [2][4720/5010] lr: 7.500e-03, eta: 3 days, 3:55:16, time: 1.073, data_time: 0.092, memory: 10398, top1_acc: 0.4375, top5_acc: 0.7208, loss_cls: 2.3815, loss: 2.3815, grad_norm: 6.0240 2020-10-11 01:53:25,674 - mmaction - INFO - Epoch [2][4740/5010] lr: 7.500e-03, eta: 3 days, 3:54:30, time: 1.088, data_time: 0.008, memory: 10398, top1_acc: 0.4052, top5_acc: 0.6875, loss_cls: 2.5345, loss: 2.5345, grad_norm: 6.5252 2020-10-11 01:53:47,218 - mmaction - INFO - Epoch [2][4760/5010] lr: 7.500e-03, eta: 3 days, 3:53:39, time: 1.077, data_time: 0.002, memory: 10398, top1_acc: 0.4896, top5_acc: 0.7240, loss_cls: 2.2502, loss: 2.2502, grad_norm: 6.0352 2020-10-11 01:54:09,466 - mmaction - INFO - Epoch [2][4780/5010] lr: 7.500e-03, eta: 3 days, 3:53:03, time: 1.108, data_time: 0.005, memory: 10398, top1_acc: 0.4510, top5_acc: 0.7208, loss_cls: 2.3687, loss: 2.3687, grad_norm: 6.4646 2020-10-11 01:54:30,986 - mmaction - INFO - Epoch [2][4800/5010] lr: 7.500e-03, eta: 3 days, 3:52:14, time: 1.081, data_time: 0.009, memory: 10398, top1_acc: 0.4260, top5_acc: 0.6979, loss_cls: 2.4348, loss: 2.4348, grad_norm: 6.2109 2020-10-11 01:54:52,245 - mmaction - INFO - Epoch [2][4820/5010] lr: 7.500e-03, eta: 3 days, 3:51:16, time: 1.063, data_time: 0.002, memory: 10398, top1_acc: 0.4625, top5_acc: 0.7083, loss_cls: 2.2918, loss: 2.2918, grad_norm: 6.5063 2020-10-11 01:55:15,314 - mmaction - INFO - Epoch [2][4840/5010] lr: 7.500e-03, eta: 3 days, 3:51:01, time: 1.151, data_time: 0.009, memory: 10398, top1_acc: 0.4427, top5_acc: 0.6958, loss_cls: 2.4624, loss: 2.4624, grad_norm: 6.4790 2020-10-11 01:55:36,572 - mmaction - INFO - Epoch [2][4860/5010] lr: 7.500e-03, eta: 3 days, 3:50:05, time: 1.066, data_time: 0.008, memory: 10398, top1_acc: 0.4542, top5_acc: 0.7094, loss_cls: 2.4591, loss: 2.4591, grad_norm: 6.0964 2020-10-11 01:55:58,020 - mmaction - INFO - Epoch [2][4880/5010] lr: 7.500e-03, eta: 3 days, 3:49:11, time: 1.071, data_time: 0.002, memory: 10398, top1_acc: 0.4510, top5_acc: 0.7135, loss_cls: 2.3526, loss: 2.3526, grad_norm: 6.4666 2020-10-11 01:56:20,826 - mmaction - INFO - Epoch [2][4900/5010] lr: 7.500e-03, eta: 3 days, 3:48:52, time: 1.141, data_time: 0.003, memory: 10398, top1_acc: 0.4396, top5_acc: 0.7094, loss_cls: 2.3934, loss: 2.3934, grad_norm: 6.3696 2020-10-11 01:56:41,756 - mmaction - INFO - Epoch [2][4920/5010] lr: 7.500e-03, eta: 3 days, 3:47:44, time: 1.041, data_time: 0.006, memory: 10398, top1_acc: 0.4146, top5_acc: 0.6687, loss_cls: 2.5284, loss: 2.5284, grad_norm: 6.1987 2020-10-11 01:57:04,490 - mmaction - INFO - Epoch [2][4940/5010] lr: 7.500e-03, eta: 3 days, 3:47:25, time: 1.142, data_time: 0.010, memory: 10398, top1_acc: 0.4563, top5_acc: 0.7167, loss_cls: 2.3735, loss: 2.3735, grad_norm: 6.0969 2020-10-11 01:57:25,270 - mmaction - INFO - Epoch [2][4960/5010] lr: 7.500e-03, eta: 3 days, 3:46:16, time: 1.039, data_time: 0.002, memory: 10398, top1_acc: 0.4406, top5_acc: 0.7083, loss_cls: 2.4172, loss: 2.4172, grad_norm: 5.9891 2020-10-11 01:57:47,621 - mmaction - INFO - Epoch [2][4980/5010] lr: 7.500e-03, eta: 3 days, 3:45:46, time: 1.117, data_time: 0.002, memory: 10398, top1_acc: 0.4448, top5_acc: 0.7177, loss_cls: 2.3182, loss: 2.3182, grad_norm: 6.2816 2020-10-11 01:58:08,533 - mmaction - INFO - Epoch [2][5000/5010] lr: 7.500e-03, eta: 3 days, 3:44:41, time: 1.046, data_time: 0.007, memory: 10398, top1_acc: 0.4188, top5_acc: 0.6698, loss_cls: 2.5256, loss: 2.5256, grad_norm: 6.1930 2020-10-11 01:58:56,080 - mmaction - INFO - Epoch [3][20/5010] lr: 7.500e-03, eta: 3 days, 3:45:33, time: 1.882, data_time: 0.846, memory: 10398, top1_acc: 0.4396, top5_acc: 0.7083, loss_cls: 2.3774, loss: 2.3774, grad_norm: 6.4611 2020-10-11 01:59:15,872 - mmaction - INFO - Epoch [3][40/5010] lr: 7.500e-03, eta: 3 days, 3:44:02, time: 0.990, data_time: 0.007, memory: 10398, top1_acc: 0.4385, top5_acc: 0.7135, loss_cls: 2.4500, loss: 2.4500, grad_norm: 6.2798 2020-10-11 01:59:37,683 - mmaction - INFO - Epoch [3][60/5010] lr: 7.500e-03, eta: 3 days, 3:43:15, time: 1.084, data_time: 0.005, memory: 10398, top1_acc: 0.4698, top5_acc: 0.7177, loss_cls: 2.3073, loss: 2.3073, grad_norm: 6.0169 2020-10-11 01:59:57,994 - mmaction - INFO - Epoch [3][80/5010] lr: 7.500e-03, eta: 3 days, 3:41:59, time: 1.022, data_time: 0.009, memory: 10398, top1_acc: 0.4323, top5_acc: 0.7083, loss_cls: 2.3870, loss: 2.3870, grad_norm: 6.2503 2020-10-11 02:00:23,363 - mmaction - INFO - Epoch [3][100/5010] lr: 7.500e-03, eta: 3 days, 3:42:37, time: 1.261, data_time: 0.002, memory: 10398, top1_acc: 0.4573, top5_acc: 0.7156, loss_cls: 2.2975, loss: 2.2975, grad_norm: 6.2490 2020-10-11 02:00:41,197 - mmaction - INFO - Epoch [3][120/5010] lr: 7.500e-03, eta: 3 days, 3:40:23, time: 0.899, data_time: 0.013, memory: 10398, top1_acc: 0.4625, top5_acc: 0.7177, loss_cls: 2.3376, loss: 2.3376, grad_norm: 6.1471 2020-10-11 02:01:02,885 - mmaction - INFO - Epoch [3][140/5010] lr: 7.500e-03, eta: 3 days, 3:39:36, time: 1.081, data_time: 0.007, memory: 10398, top1_acc: 0.4438, top5_acc: 0.7042, loss_cls: 2.3702, loss: 2.3702, grad_norm: 6.5865 2020-10-11 02:01:23,322 - mmaction - INFO - Epoch [3][160/5010] lr: 7.500e-03, eta: 3 days, 3:38:22, time: 1.025, data_time: 0.008, memory: 10398, top1_acc: 0.4594, top5_acc: 0.7229, loss_cls: 2.2984, loss: 2.2984, grad_norm: 6.3745 2020-10-11 02:01:43,984 - mmaction - INFO - Epoch [3][180/5010] lr: 7.500e-03, eta: 3 days, 3:37:12, time: 1.034, data_time: 0.023, memory: 10398, top1_acc: 0.4385, top5_acc: 0.6792, loss_cls: 2.4863, loss: 2.4863, grad_norm: 6.0778 2020-10-11 02:02:05,466 - mmaction - INFO - Epoch [3][200/5010] lr: 7.500e-03, eta: 3 days, 3:36:19, time: 1.068, data_time: 0.007, memory: 10398, top1_acc: 0.4292, top5_acc: 0.6927, loss_cls: 2.4664, loss: 2.4664, grad_norm: 6.0816 2020-10-11 02:02:26,292 - mmaction - INFO - Epoch [3][220/5010] lr: 7.500e-03, eta: 3 days, 3:35:16, time: 1.048, data_time: 0.010, memory: 10398, top1_acc: 0.4552, top5_acc: 0.7094, loss_cls: 2.3385, loss: 2.3385, grad_norm: 5.9018 2020-10-11 02:02:45,690 - mmaction - INFO - Epoch [3][240/5010] lr: 7.500e-03, eta: 3 days, 3:33:38, time: 0.970, data_time: 0.002, memory: 10398, top1_acc: 0.4927, top5_acc: 0.7260, loss_cls: 2.2480, loss: 2.2480, grad_norm: 6.1400 2020-10-11 02:03:06,097 - mmaction - INFO - Epoch [3][260/5010] lr: 7.500e-03, eta: 3 days, 3:32:23, time: 1.020, data_time: 0.002, memory: 10398, top1_acc: 0.4302, top5_acc: 0.7125, loss_cls: 2.4003, loss: 2.4003, grad_norm: 6.4610 2020-10-11 02:03:26,707 - mmaction - INFO - Epoch [3][280/5010] lr: 7.500e-03, eta: 3 days, 3:31:13, time: 1.030, data_time: 0.008, memory: 10398, top1_acc: 0.4479, top5_acc: 0.7312, loss_cls: 2.3236, loss: 2.3236, grad_norm: 6.3465 2020-10-11 02:03:48,401 - mmaction - INFO - Epoch [3][300/5010] lr: 7.500e-03, eta: 3 days, 3:30:28, time: 1.085, data_time: 0.002, memory: 10398, top1_acc: 0.4448, top5_acc: 0.7031, loss_cls: 2.4031, loss: 2.4031, grad_norm: 6.1940 2020-10-11 02:04:08,464 - mmaction - INFO - Epoch [3][320/5010] lr: 7.500e-03, eta: 3 days, 3:29:03, time: 0.997, data_time: 0.006, memory: 10398, top1_acc: 0.4792, top5_acc: 0.7177, loss_cls: 2.2151, loss: 2.2151, grad_norm: 6.1322 2020-10-11 02:04:29,648 - mmaction - INFO - Epoch [3][340/5010] lr: 7.500e-03, eta: 3 days, 3:28:10, time: 1.065, data_time: 0.010, memory: 10398, top1_acc: 0.4542, top5_acc: 0.7313, loss_cls: 2.3658, loss: 2.3658, grad_norm: 6.3880 2020-10-11 02:04:49,920 - mmaction - INFO - Epoch [3][360/5010] lr: 7.500e-03, eta: 3 days, 3:26:52, time: 1.013, data_time: 0.019, memory: 10398, top1_acc: 0.4594, top5_acc: 0.7458, loss_cls: 2.2440, loss: 2.2440, grad_norm: 6.1179 2020-10-11 02:05:12,058 - mmaction - INFO - Epoch [3][380/5010] lr: 7.500e-03, eta: 3 days, 3:26:16, time: 1.101, data_time: 0.005, memory: 10398, top1_acc: 0.4875, top5_acc: 0.7094, loss_cls: 2.2903, loss: 2.2903, grad_norm: 6.1581 2020-10-11 02:05:31,024 - mmaction - INFO - Epoch [3][400/5010] lr: 7.500e-03, eta: 3 days, 3:24:32, time: 0.954, data_time: 0.008, memory: 10398, top1_acc: 0.4844, top5_acc: 0.7312, loss_cls: 2.2267, loss: 2.2267, grad_norm: 6.1796 2020-10-11 02:05:50,950 - mmaction - INFO - Epoch [3][420/5010] lr: 7.500e-03, eta: 3 days, 3:23:05, time: 0.991, data_time: 0.017, memory: 10398, top1_acc: 0.4667, top5_acc: 0.7313, loss_cls: 2.2621, loss: 2.2621, grad_norm: 6.4665 2020-10-11 02:06:11,508 - mmaction - INFO - Epoch [3][440/5010] lr: 7.500e-03, eta: 3 days, 3:21:58, time: 1.034, data_time: 0.061, memory: 10398, top1_acc: 0.4583, top5_acc: 0.7135, loss_cls: 2.3268, loss: 2.3268, grad_norm: 6.2048 2020-10-11 02:06:33,549 - mmaction - INFO - Epoch [3][460/5010] lr: 7.500e-03, eta: 3 days, 3:21:21, time: 1.099, data_time: 0.021, memory: 10398, top1_acc: 0.4531, top5_acc: 0.7313, loss_cls: 2.3656, loss: 2.3656, grad_norm: 6.3179 2020-10-11 02:06:53,142 - mmaction - INFO - Epoch [3][480/5010] lr: 7.500e-03, eta: 3 days, 3:19:50, time: 0.981, data_time: 0.008, memory: 10398, top1_acc: 0.4531, top5_acc: 0.7000, loss_cls: 2.3814, loss: 2.3814, grad_norm: 6.1724 2020-10-11 02:07:12,916 - mmaction - INFO - Epoch [3][500/5010] lr: 7.500e-03, eta: 3 days, 3:18:23, time: 0.990, data_time: 0.003, memory: 10398, top1_acc: 0.4802, top5_acc: 0.7229, loss_cls: 2.2851, loss: 2.2851, grad_norm: 6.1042 2020-10-11 02:07:34,535 - mmaction - INFO - Epoch [3][520/5010] lr: 7.500e-03, eta: 3 days, 3:17:35, time: 1.074, data_time: 0.006, memory: 10398, top1_acc: 0.4760, top5_acc: 0.7125, loss_cls: 2.3047, loss: 2.3047, grad_norm: 6.2326 2020-10-11 02:07:54,841 - mmaction - INFO - Epoch [3][540/5010] lr: 7.500e-03, eta: 3 days, 3:16:24, time: 1.022, data_time: 0.010, memory: 10398, top1_acc: 0.4417, top5_acc: 0.7146, loss_cls: 2.3710, loss: 2.3710, grad_norm: 6.0924 2020-10-11 02:08:15,542 - mmaction - INFO - Epoch [3][560/5010] lr: 7.500e-03, eta: 3 days, 3:15:19, time: 1.035, data_time: 0.016, memory: 10398, top1_acc: 0.4385, top5_acc: 0.7156, loss_cls: 2.3847, loss: 2.3847, grad_norm: 6.4194 2020-10-11 02:08:36,166 - mmaction - INFO - Epoch [3][580/5010] lr: 7.500e-03, eta: 3 days, 3:14:12, time: 1.032, data_time: 0.014, memory: 10398, top1_acc: 0.4583, top5_acc: 0.7000, loss_cls: 2.3931, loss: 2.3931, grad_norm: 6.2704 2020-10-11 02:08:57,027 - mmaction - INFO - Epoch [3][600/5010] lr: 7.500e-03, eta: 3 days, 3:13:10, time: 1.043, data_time: 0.009, memory: 10398, top1_acc: 0.4469, top5_acc: 0.7156, loss_cls: 2.3738, loss: 2.3738, grad_norm: 5.9962 2020-10-11 02:09:17,957 - mmaction - INFO - Epoch [3][620/5010] lr: 7.500e-03, eta: 3 days, 3:12:11, time: 1.046, data_time: 0.005, memory: 10398, top1_acc: 0.4635, top5_acc: 0.7146, loss_cls: 2.3651, loss: 2.3651, grad_norm: 6.0520 2020-10-11 02:09:39,085 - mmaction - INFO - Epoch [3][640/5010] lr: 7.500e-03, eta: 3 days, 3:11:14, time: 1.054, data_time: 0.020, memory: 10398, top1_acc: 0.4677, top5_acc: 0.7302, loss_cls: 2.3119, loss: 2.3119, grad_norm: 6.0693 2020-10-11 02:09:59,087 - mmaction - INFO - Epoch [3][660/5010] lr: 7.500e-03, eta: 3 days, 3:09:55, time: 1.002, data_time: 0.008, memory: 10398, top1_acc: 0.4510, top5_acc: 0.7031, loss_cls: 2.3749, loss: 2.3749, grad_norm: 6.1265 2020-10-11 02:10:20,059 - mmaction - INFO - Epoch [3][680/5010] lr: 7.500e-03, eta: 3 days, 3:08:57, time: 1.049, data_time: 0.002, memory: 10398, top1_acc: 0.4594, top5_acc: 0.7177, loss_cls: 2.3734, loss: 2.3734, grad_norm: 6.3033 2020-10-11 02:10:41,353 - mmaction - INFO - Epoch [3][700/5010] lr: 7.500e-03, eta: 3 days, 3:08:03, time: 1.057, data_time: 0.006, memory: 10398, top1_acc: 0.4500, top5_acc: 0.7219, loss_cls: 2.3230, loss: 2.3230, grad_norm: 5.9961 2020-10-11 02:11:00,665 - mmaction - INFO - Epoch [3][720/5010] lr: 7.500e-03, eta: 3 days, 3:06:31, time: 0.973, data_time: 0.010, memory: 10398, top1_acc: 0.4458, top5_acc: 0.7073, loss_cls: 2.3632, loss: 2.3632, grad_norm: 6.4182 2020-10-11 02:11:22,724 - mmaction - INFO - Epoch [3][740/5010] lr: 7.500e-03, eta: 3 days, 3:05:57, time: 1.103, data_time: 0.002, memory: 10398, top1_acc: 0.4687, top5_acc: 0.7250, loss_cls: 2.3060, loss: 2.3060, grad_norm: 6.3890 2020-10-11 02:11:42,514 - mmaction - INFO - Epoch [3][760/5010] lr: 7.500e-03, eta: 3 days, 3:04:33, time: 0.990, data_time: 0.012, memory: 10398, top1_acc: 0.4396, top5_acc: 0.7167, loss_cls: 2.3393, loss: 2.3393, grad_norm: 6.3045 2020-10-11 02:12:03,098 - mmaction - INFO - Epoch [3][780/5010] lr: 7.500e-03, eta: 3 days, 3:03:27, time: 1.029, data_time: 0.063, memory: 10398, top1_acc: 0.4615, top5_acc: 0.7260, loss_cls: 2.3148, loss: 2.3148, grad_norm: 5.9834 2020-10-11 02:12:24,279 - mmaction - INFO - Epoch [3][800/5010] lr: 7.500e-03, eta: 3 days, 3:02:34, time: 1.059, data_time: 0.135, memory: 10398, top1_acc: 0.4521, top5_acc: 0.7083, loss_cls: 2.3850, loss: 2.3850, grad_norm: 6.0246 2020-10-11 02:12:44,614 - mmaction - INFO - Epoch [3][820/5010] lr: 7.500e-03, eta: 3 days, 3:01:23, time: 1.017, data_time: 0.129, memory: 10398, top1_acc: 0.4510, top5_acc: 0.7104, loss_cls: 2.3701, loss: 2.3701, grad_norm: 6.2366 2020-10-11 02:13:04,930 - mmaction - INFO - Epoch [3][840/5010] lr: 7.500e-03, eta: 3 days, 3:00:11, time: 1.016, data_time: 0.095, memory: 10398, top1_acc: 0.4500, top5_acc: 0.7062, loss_cls: 2.3576, loss: 2.3576, grad_norm: 6.2136 2020-10-11 02:13:25,907 - mmaction - INFO - Epoch [3][860/5010] lr: 7.500e-03, eta: 3 days, 2:59:15, time: 1.049, data_time: 0.024, memory: 10398, top1_acc: 0.4594, top5_acc: 0.7333, loss_cls: 2.2161, loss: 2.2161, grad_norm: 6.2696 2020-10-11 02:13:46,107 - mmaction - INFO - Epoch [3][880/5010] lr: 7.500e-03, eta: 3 days, 2:58:01, time: 1.010, data_time: 0.058, memory: 10398, top1_acc: 0.4521, top5_acc: 0.7042, loss_cls: 2.3272, loss: 2.3272, grad_norm: 6.3481 2020-10-11 02:14:06,494 - mmaction - INFO - Epoch [3][900/5010] lr: 7.500e-03, eta: 3 days, 2:56:51, time: 1.019, data_time: 0.122, memory: 10398, top1_acc: 0.4542, top5_acc: 0.7135, loss_cls: 2.3424, loss: 2.3424, grad_norm: 6.0208 2020-10-11 02:14:26,547 - mmaction - INFO - Epoch [3][920/5010] lr: 7.500e-03, eta: 3 days, 2:55:35, time: 1.003, data_time: 0.053, memory: 10398, top1_acc: 0.4708, top5_acc: 0.7156, loss_cls: 2.3006, loss: 2.3006, grad_norm: 6.2523 2020-10-11 02:14:47,763 - mmaction - INFO - Epoch [3][940/5010] lr: 7.500e-03, eta: 3 days, 2:54:44, time: 1.061, data_time: 0.095, memory: 10398, top1_acc: 0.4573, top5_acc: 0.7094, loss_cls: 2.3162, loss: 2.3162, grad_norm: 6.0480 2020-10-11 02:15:08,416 - mmaction - INFO - Epoch [3][960/5010] lr: 7.500e-03, eta: 3 days, 2:53:40, time: 1.032, data_time: 0.137, memory: 10398, top1_acc: 0.4677, top5_acc: 0.7396, loss_cls: 2.2605, loss: 2.2605, grad_norm: 6.5126 2020-10-11 02:15:29,680 - mmaction - INFO - Epoch [3][980/5010] lr: 7.500e-03, eta: 3 days, 2:52:51, time: 1.063, data_time: 0.184, memory: 10398, top1_acc: 0.4573, top5_acc: 0.7188, loss_cls: 2.3650, loss: 2.3650, grad_norm: 6.3451 2020-10-11 02:15:50,231 - mmaction - INFO - Epoch [3][1000/5010] lr: 7.500e-03, eta: 3 days, 2:51:46, time: 1.028, data_time: 0.027, memory: 10398, top1_acc: 0.4771, top5_acc: 0.7427, loss_cls: 2.2476, loss: 2.2476, grad_norm: 6.3036 2020-10-11 02:16:10,958 - mmaction - INFO - Epoch [3][1020/5010] lr: 7.500e-03, eta: 3 days, 2:50:44, time: 1.036, data_time: 0.008, memory: 10398, top1_acc: 0.4760, top5_acc: 0.7115, loss_cls: 2.3026, loss: 2.3026, grad_norm: 6.0737 2020-10-11 02:16:29,987 - mmaction - INFO - Epoch [3][1040/5010] lr: 7.500e-03, eta: 3 days, 2:49:07, time: 0.951, data_time: 0.002, memory: 10398, top1_acc: 0.4771, top5_acc: 0.7344, loss_cls: 2.2415, loss: 2.2415, grad_norm: 6.1794 2020-10-11 02:16:50,690 - mmaction - INFO - Epoch [3][1060/5010] lr: 7.500e-03, eta: 3 days, 2:48:05, time: 1.035, data_time: 0.002, memory: 10398, top1_acc: 0.4688, top5_acc: 0.7292, loss_cls: 2.2704, loss: 2.2704, grad_norm: 6.0439 2020-10-11 02:17:11,121 - mmaction - INFO - Epoch [3][1080/5010] lr: 7.500e-03, eta: 3 days, 2:46:57, time: 1.019, data_time: 0.006, memory: 10398, top1_acc: 0.4542, top5_acc: 0.6990, loss_cls: 2.3716, loss: 2.3716, grad_norm: 6.1156 2020-10-11 02:17:32,030 - mmaction - INFO - Epoch [3][1100/5010] lr: 7.500e-03, eta: 3 days, 2:46:00, time: 1.042, data_time: 0.008, memory: 10398, top1_acc: 0.4500, top5_acc: 0.7292, loss_cls: 2.3035, loss: 2.3035, grad_norm: 6.1705 2020-10-11 02:17:52,668 - mmaction - INFO - Epoch [3][1120/5010] lr: 7.500e-03, eta: 3 days, 2:45:00, time: 1.037, data_time: 0.009, memory: 10398, top1_acc: 0.4229, top5_acc: 0.7104, loss_cls: 2.3982, loss: 2.3982, grad_norm: 6.1527 2020-10-11 02:18:15,122 - mmaction - INFO - Epoch [3][1140/5010] lr: 7.500e-03, eta: 3 days, 2:44:36, time: 1.123, data_time: 0.002, memory: 10398, top1_acc: 0.4552, top5_acc: 0.7115, loss_cls: 2.3704, loss: 2.3704, grad_norm: 5.9746 2020-10-11 02:18:37,522 - mmaction - INFO - Epoch [3][1160/5010] lr: 7.500e-03, eta: 3 days, 2:44:11, time: 1.117, data_time: 0.008, memory: 10398, top1_acc: 0.4708, top5_acc: 0.7229, loss_cls: 2.2651, loss: 2.2651, grad_norm: 6.2532 2020-10-11 02:19:04,017 - mmaction - INFO - Epoch [3][1180/5010] lr: 7.500e-03, eta: 3 days, 2:45:15, time: 1.328, data_time: 0.009, memory: 10398, top1_acc: 0.4385, top5_acc: 0.7156, loss_cls: 2.3968, loss: 2.3968, grad_norm: 6.3062 2020-10-11 02:19:22,415 - mmaction - INFO - Epoch [3][1200/5010] lr: 7.500e-03, eta: 3 days, 2:43:25, time: 0.919, data_time: 0.002, memory: 10398, top1_acc: 0.4594, top5_acc: 0.7167, loss_cls: 2.3242, loss: 2.3242, grad_norm: 6.2771 2020-10-11 02:19:44,949 - mmaction - INFO - Epoch [3][1220/5010] lr: 7.500e-03, eta: 3 days, 2:43:04, time: 1.127, data_time: 0.002, memory: 10398, top1_acc: 0.4698, top5_acc: 0.7375, loss_cls: 2.2465, loss: 2.2465, grad_norm: 6.2559 2020-10-11 02:20:06,943 - mmaction - INFO - Epoch [3][1240/5010] lr: 7.500e-03, eta: 3 days, 2:42:31, time: 1.099, data_time: 0.004, memory: 10398, top1_acc: 0.4490, top5_acc: 0.7167, loss_cls: 2.3028, loss: 2.3028, grad_norm: 6.2402 2020-10-11 02:20:29,953 - mmaction - INFO - Epoch [3][1260/5010] lr: 7.500e-03, eta: 3 days, 2:42:19, time: 1.149, data_time: 0.002, memory: 10398, top1_acc: 0.4615, top5_acc: 0.7156, loss_cls: 2.3076, loss: 2.3076, grad_norm: 6.1776 2020-10-11 02:20:51,945 - mmaction - INFO - Epoch [3][1280/5010] lr: 7.500e-03, eta: 3 days, 2:41:47, time: 1.101, data_time: 0.003, memory: 10398, top1_acc: 0.4521, top5_acc: 0.7104, loss_cls: 2.3230, loss: 2.3230, grad_norm: 6.2100 2020-10-11 02:21:14,323 - mmaction - INFO - Epoch [3][1300/5010] lr: 7.500e-03, eta: 3 days, 2:41:22, time: 1.119, data_time: 0.002, memory: 10398, top1_acc: 0.4583, top5_acc: 0.7198, loss_cls: 2.2994, loss: 2.2994, grad_norm: 6.0378 2020-10-11 02:21:36,376 - mmaction - INFO - Epoch [3][1320/5010] lr: 7.500e-03, eta: 3 days, 2:40:50, time: 1.101, data_time: 0.008, memory: 10398, top1_acc: 0.4635, top5_acc: 0.7333, loss_cls: 2.2536, loss: 2.2536, grad_norm: 6.3138 2020-10-11 02:21:58,886 - mmaction - INFO - Epoch [3][1340/5010] lr: 7.500e-03, eta: 3 days, 2:40:29, time: 1.127, data_time: 0.006, memory: 10398, top1_acc: 0.4573, top5_acc: 0.7188, loss_cls: 2.3030, loss: 2.3030, grad_norm: 6.2319 2020-10-11 02:22:20,366 - mmaction - INFO - Epoch [3][1360/5010] lr: 7.500e-03, eta: 3 days, 2:39:45, time: 1.074, data_time: 0.002, memory: 10398, top1_acc: 0.4563, top5_acc: 0.6990, loss_cls: 2.3730, loss: 2.3730, grad_norm: 6.2843 2020-10-11 02:22:43,963 - mmaction - INFO - Epoch [3][1380/5010] lr: 7.500e-03, eta: 3 days, 2:39:46, time: 1.180, data_time: 0.002, memory: 10398, top1_acc: 0.4635, top5_acc: 0.7375, loss_cls: 2.2770, loss: 2.2770, grad_norm: 6.1763 2020-10-11 02:23:04,419 - mmaction - INFO - Epoch [3][1400/5010] lr: 7.500e-03, eta: 3 days, 2:38:41, time: 1.022, data_time: 0.008, memory: 10398, top1_acc: 0.4448, top5_acc: 0.7135, loss_cls: 2.3267, loss: 2.3267, grad_norm: 6.3184 2020-10-11 02:23:26,641 - mmaction - INFO - Epoch [3][1420/5010] lr: 7.500e-03, eta: 3 days, 2:38:13, time: 1.112, data_time: 0.003, memory: 10398, top1_acc: 0.4719, top5_acc: 0.7333, loss_cls: 2.3497, loss: 2.3497, grad_norm: 6.2027 2020-10-11 02:23:48,485 - mmaction - INFO - Epoch [3][1440/5010] lr: 7.500e-03, eta: 3 days, 2:37:38, time: 1.093, data_time: 0.002, memory: 10398, top1_acc: 0.4740, top5_acc: 0.7198, loss_cls: 2.2638, loss: 2.2638, grad_norm: 6.3396 2020-10-11 02:24:10,828 - mmaction - INFO - Epoch [3][1460/5010] lr: 7.500e-03, eta: 3 days, 2:37:11, time: 1.113, data_time: 0.007, memory: 10398, top1_acc: 0.4469, top5_acc: 0.7167, loss_cls: 2.3293, loss: 2.3293, grad_norm: 6.2634 2020-10-11 02:24:32,735 - mmaction - INFO - Epoch [3][1480/5010] lr: 7.500e-03, eta: 3 days, 2:36:37, time: 1.096, data_time: 0.007, memory: 10398, top1_acc: 0.4510, top5_acc: 0.7333, loss_cls: 2.3617, loss: 2.3617, grad_norm: 6.3235 2020-10-11 02:24:54,732 - mmaction - INFO - Epoch [3][1500/5010] lr: 7.500e-03, eta: 3 days, 2:36:06, time: 1.103, data_time: 0.007, memory: 10398, top1_acc: 0.4563, top5_acc: 0.7250, loss_cls: 2.3004, loss: 2.3004, grad_norm: 6.1855 2020-10-11 02:25:16,415 - mmaction - INFO - Epoch [3][1520/5010] lr: 7.500e-03, eta: 3 days, 2:35:23, time: 1.076, data_time: 0.006, memory: 10398, top1_acc: 0.4750, top5_acc: 0.7219, loss_cls: 2.2801, loss: 2.2801, grad_norm: 6.4811 2020-10-11 02:25:39,171 - mmaction - INFO - Epoch [3][1540/5010] lr: 7.500e-03, eta: 3 days, 2:35:10, time: 1.146, data_time: 0.010, memory: 10398, top1_acc: 0.4667, top5_acc: 0.7302, loss_cls: 2.2199, loss: 2.2199, grad_norm: 6.1496 2020-10-11 02:26:01,423 - mmaction - INFO - Epoch [3][1560/5010] lr: 7.500e-03, eta: 3 days, 2:34:43, time: 1.112, data_time: 0.006, memory: 10398, top1_acc: 0.4844, top5_acc: 0.7333, loss_cls: 2.2320, loss: 2.2320, grad_norm: 6.1439 2020-10-11 02:26:23,825 - mmaction - INFO - Epoch [3][1580/5010] lr: 7.500e-03, eta: 3 days, 2:34:19, time: 1.121, data_time: 0.003, memory: 10398, top1_acc: 0.4635, top5_acc: 0.7146, loss_cls: 2.2790, loss: 2.2790, grad_norm: 6.2342 2020-10-11 02:26:46,418 - mmaction - INFO - Epoch [3][1600/5010] lr: 7.500e-03, eta: 3 days, 2:33:59, time: 1.129, data_time: 0.002, memory: 10398, top1_acc: 0.4479, top5_acc: 0.7052, loss_cls: 2.2921, loss: 2.2921, grad_norm: 5.9837 2020-10-11 02:27:07,153 - mmaction - INFO - Epoch [3][1620/5010] lr: 7.500e-03, eta: 3 days, 2:33:01, time: 1.037, data_time: 0.008, memory: 10398, top1_acc: 0.4302, top5_acc: 0.7052, loss_cls: 2.4347, loss: 2.4347, grad_norm: 6.3889 2020-10-11 02:27:29,024 - mmaction - INFO - Epoch [3][1640/5010] lr: 7.500e-03, eta: 3 days, 2:32:26, time: 1.094, data_time: 0.009, memory: 10398, top1_acc: 0.4583, top5_acc: 0.7271, loss_cls: 2.3280, loss: 2.3280, grad_norm: 6.0115 2020-10-11 02:27:51,372 - mmaction - INFO - Epoch [3][1660/5010] lr: 7.500e-03, eta: 3 days, 2:32:01, time: 1.118, data_time: 0.002, memory: 10398, top1_acc: 0.4969, top5_acc: 0.7344, loss_cls: 2.1472, loss: 2.1472, grad_norm: 6.2544 2020-10-11 02:28:13,594 - mmaction - INFO - Epoch [3][1680/5010] lr: 7.500e-03, eta: 3 days, 2:31:32, time: 1.108, data_time: 0.007, memory: 10398, top1_acc: 0.4865, top5_acc: 0.7375, loss_cls: 2.1839, loss: 2.1839, grad_norm: 6.2541 2020-10-11 02:28:35,397 - mmaction - INFO - Epoch [3][1700/5010] lr: 7.500e-03, eta: 3 days, 2:30:57, time: 1.093, data_time: 0.008, memory: 10398, top1_acc: 0.4312, top5_acc: 0.6958, loss_cls: 2.4046, loss: 2.4046, grad_norm: 6.3864 2020-10-11 02:28:58,572 - mmaction - INFO - Epoch [3][1720/5010] lr: 7.500e-03, eta: 3 days, 2:30:49, time: 1.158, data_time: 0.035, memory: 10398, top1_acc: 0.4708, top5_acc: 0.7281, loss_cls: 2.2315, loss: 2.2315, grad_norm: 6.3504 2020-10-11 02:29:20,762 - mmaction - INFO - Epoch [3][1740/5010] lr: 7.500e-03, eta: 3 days, 2:30:21, time: 1.109, data_time: 0.002, memory: 10398, top1_acc: 0.4573, top5_acc: 0.7271, loss_cls: 2.2950, loss: 2.2950, grad_norm: 6.4847 2020-10-11 02:29:43,304 - mmaction - INFO - Epoch [3][1760/5010] lr: 7.500e-03, eta: 3 days, 2:29:59, time: 1.125, data_time: 0.006, memory: 10398, top1_acc: 0.4667, top5_acc: 0.7385, loss_cls: 2.2407, loss: 2.2407, grad_norm: 5.9985 2020-10-11 02:30:04,497 - mmaction - INFO - Epoch [3][1780/5010] lr: 7.500e-03, eta: 3 days, 2:29:12, time: 1.063, data_time: 0.009, memory: 10398, top1_acc: 0.4688, top5_acc: 0.6969, loss_cls: 2.3235, loss: 2.3235, grad_norm: 6.2473 2020-10-11 02:30:25,623 - mmaction - INFO - Epoch [3][1800/5010] lr: 7.500e-03, eta: 3 days, 2:28:22, time: 1.055, data_time: 0.002, memory: 10398, top1_acc: 0.4344, top5_acc: 0.7250, loss_cls: 2.3615, loss: 2.3615, grad_norm: 6.3566 2020-10-11 02:30:47,984 - mmaction - INFO - Epoch [3][1820/5010] lr: 7.500e-03, eta: 3 days, 2:27:55, time: 1.113, data_time: 0.004, memory: 10398, top1_acc: 0.4510, top5_acc: 0.7104, loss_cls: 2.3731, loss: 2.3731, grad_norm: 5.9529 2020-10-11 02:31:08,675 - mmaction - INFO - Epoch [3][1840/5010] lr: 7.500e-03, eta: 3 days, 2:26:59, time: 1.040, data_time: 0.013, memory: 10398, top1_acc: 0.4896, top5_acc: 0.7156, loss_cls: 2.3238, loss: 2.3238, grad_norm: 6.0024 2020-10-11 02:31:31,947 - mmaction - INFO - Epoch [3][1860/5010] lr: 7.500e-03, eta: 3 days, 2:26:52, time: 1.162, data_time: 0.009, memory: 10398, top1_acc: 0.4719, top5_acc: 0.7271, loss_cls: 2.2471, loss: 2.2471, grad_norm: 6.3148 2020-10-11 02:31:53,594 - mmaction - INFO - Epoch [3][1880/5010] lr: 7.500e-03, eta: 3 days, 2:26:14, time: 1.085, data_time: 0.008, memory: 10398, top1_acc: 0.4552, top5_acc: 0.7240, loss_cls: 2.3458, loss: 2.3458, grad_norm: 6.1495 2020-10-11 02:32:15,506 - mmaction - INFO - Epoch [3][1900/5010] lr: 7.500e-03, eta: 3 days, 2:25:41, time: 1.096, data_time: 0.002, memory: 10398, top1_acc: 0.4531, top5_acc: 0.7094, loss_cls: 2.3639, loss: 2.3639, grad_norm: 6.5101 2020-10-11 02:32:37,746 - mmaction - INFO - Epoch [3][1920/5010] lr: 7.500e-03, eta: 3 days, 2:25:13, time: 1.109, data_time: 0.007, memory: 10398, top1_acc: 0.4927, top5_acc: 0.7250, loss_cls: 2.2939, loss: 2.2939, grad_norm: 5.9347 2020-10-11 02:32:59,302 - mmaction - INFO - Epoch [3][1940/5010] lr: 7.500e-03, eta: 3 days, 2:24:33, time: 1.080, data_time: 0.007, memory: 10398, top1_acc: 0.4510, top5_acc: 0.7208, loss_cls: 2.3702, loss: 2.3702, grad_norm: 6.3844 2020-10-11 02:33:21,315 - mmaction - INFO - Epoch [3][1960/5010] lr: 7.500e-03, eta: 3 days, 2:24:02, time: 1.100, data_time: 0.002, memory: 10398, top1_acc: 0.4729, top5_acc: 0.7198, loss_cls: 2.3083, loss: 2.3083, grad_norm: 6.1844 2020-10-11 02:33:42,413 - mmaction - INFO - Epoch [3][1980/5010] lr: 7.500e-03, eta: 3 days, 2:23:13, time: 1.055, data_time: 0.002, memory: 10398, top1_acc: 0.4896, top5_acc: 0.7188, loss_cls: 2.3005, loss: 2.3005, grad_norm: 6.0445 2020-10-11 02:34:05,235 - mmaction - INFO - Epoch [3][2000/5010] lr: 7.500e-03, eta: 3 days, 2:22:56, time: 1.139, data_time: 0.002, memory: 10398, top1_acc: 0.4313, top5_acc: 0.7250, loss_cls: 2.3396, loss: 2.3396, grad_norm: 6.1623 2020-10-11 02:34:27,990 - mmaction - INFO - Epoch [3][2020/5010] lr: 7.500e-03, eta: 3 days, 2:22:41, time: 1.140, data_time: 0.007, memory: 10398, top1_acc: 0.4542, top5_acc: 0.7312, loss_cls: 2.2725, loss: 2.2725, grad_norm: 6.0183 2020-10-11 02:34:50,183 - mmaction - INFO - Epoch [3][2040/5010] lr: 7.500e-03, eta: 3 days, 2:22:13, time: 1.110, data_time: 0.003, memory: 10398, top1_acc: 0.4552, top5_acc: 0.7323, loss_cls: 2.3190, loss: 2.3190, grad_norm: 6.4530 2020-10-11 02:35:11,652 - mmaction - INFO - Epoch [3][2060/5010] lr: 7.500e-03, eta: 3 days, 2:21:31, time: 1.072, data_time: 0.002, memory: 10398, top1_acc: 0.4646, top5_acc: 0.7219, loss_cls: 2.3414, loss: 2.3414, grad_norm: 6.4179 2020-10-11 02:35:34,678 - mmaction - INFO - Epoch [3][2080/5010] lr: 7.500e-03, eta: 3 days, 2:21:17, time: 1.146, data_time: 0.006, memory: 10398, top1_acc: 0.4771, top5_acc: 0.7375, loss_cls: 2.2645, loss: 2.2645, grad_norm: 6.1254 2020-10-11 02:35:56,787 - mmaction - INFO - Epoch [3][2100/5010] lr: 7.500e-03, eta: 3 days, 2:20:51, time: 1.112, data_time: 0.010, memory: 10398, top1_acc: 0.4875, top5_acc: 0.7281, loss_cls: 2.2544, loss: 2.2544, grad_norm: 6.1433 2020-10-11 02:36:18,389 - mmaction - INFO - Epoch [3][2120/5010] lr: 7.500e-03, eta: 3 days, 2:20:11, time: 1.080, data_time: 0.002, memory: 10398, top1_acc: 0.4542, top5_acc: 0.7125, loss_cls: 2.3266, loss: 2.3266, grad_norm: 6.3186 2020-10-11 02:36:39,742 - mmaction - INFO - Epoch [3][2140/5010] lr: 7.500e-03, eta: 3 days, 2:19:27, time: 1.068, data_time: 0.007, memory: 10398, top1_acc: 0.4583, top5_acc: 0.7417, loss_cls: 2.2826, loss: 2.2826, grad_norm: 6.1635 2020-10-11 02:37:02,379 - mmaction - INFO - Epoch [3][2160/5010] lr: 7.500e-03, eta: 3 days, 2:19:07, time: 1.129, data_time: 0.008, memory: 10398, top1_acc: 0.4417, top5_acc: 0.7229, loss_cls: 2.3285, loss: 2.3285, grad_norm: 6.0566 2020-10-11 02:37:25,239 - mmaction - INFO - Epoch [3][2180/5010] lr: 7.500e-03, eta: 3 days, 2:18:53, time: 1.144, data_time: 0.008, memory: 10398, top1_acc: 0.4510, top5_acc: 0.7208, loss_cls: 2.3508, loss: 2.3508, grad_norm: 6.1164 2020-10-11 02:37:47,504 - mmaction - INFO - Epoch [3][2200/5010] lr: 7.500e-03, eta: 3 days, 2:18:28, time: 1.115, data_time: 0.004, memory: 10398, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.2736, loss: 2.2736, grad_norm: 6.5059 2020-10-11 02:38:08,294 - mmaction - INFO - Epoch [3][2220/5010] lr: 7.500e-03, eta: 3 days, 2:17:30, time: 1.033, data_time: 0.009, memory: 10398, top1_acc: 0.4781, top5_acc: 0.7177, loss_cls: 2.2900, loss: 2.2900, grad_norm: 6.1594 2020-10-11 02:38:30,756 - mmaction - INFO - Epoch [3][2240/5010] lr: 7.500e-03, eta: 3 days, 2:17:11, time: 1.130, data_time: 0.048, memory: 10398, top1_acc: 0.4635, top5_acc: 0.6958, loss_cls: 2.3296, loss: 2.3296, grad_norm: 6.1719 2020-10-11 02:38:54,174 - mmaction - INFO - Epoch [3][2260/5010] lr: 7.500e-03, eta: 3 days, 2:17:07, time: 1.172, data_time: 0.003, memory: 10398, top1_acc: 0.4865, top5_acc: 0.7198, loss_cls: 2.2222, loss: 2.2222, grad_norm: 6.2943 2020-10-11 02:39:15,475 - mmaction - INFO - Epoch [3][2280/5010] lr: 7.500e-03, eta: 3 days, 2:16:22, time: 1.065, data_time: 0.012, memory: 10398, top1_acc: 0.4635, top5_acc: 0.7260, loss_cls: 2.3228, loss: 2.3228, grad_norm: 5.9718 2020-10-11 02:39:37,379 - mmaction - INFO - Epoch [3][2300/5010] lr: 7.500e-03, eta: 3 days, 2:15:46, time: 1.087, data_time: 0.006, memory: 10398, top1_acc: 0.4719, top5_acc: 0.7250, loss_cls: 2.2976, loss: 2.2976, grad_norm: 5.9779 2020-10-11 02:39:59,133 - mmaction - INFO - Epoch [3][2320/5010] lr: 7.500e-03, eta: 3 days, 2:15:13, time: 1.095, data_time: 0.010, memory: 10398, top1_acc: 0.4781, top5_acc: 0.7365, loss_cls: 2.1901, loss: 2.1901, grad_norm: 6.1373 2020-10-11 02:40:21,417 - mmaction - INFO - Epoch [3][2340/5010] lr: 7.500e-03, eta: 3 days, 2:14:48, time: 1.114, data_time: 0.002, memory: 10398, top1_acc: 0.4677, top5_acc: 0.7312, loss_cls: 2.2712, loss: 2.2712, grad_norm: 6.2071 2020-10-11 02:40:42,829 - mmaction - INFO - Epoch [3][2360/5010] lr: 7.500e-03, eta: 3 days, 2:14:05, time: 1.071, data_time: 0.008, memory: 10398, top1_acc: 0.5115, top5_acc: 0.7635, loss_cls: 1.9674, loss: 1.9674, grad_norm: 5.9375 2020-10-11 02:41:05,953 - mmaction - INFO - Epoch [3][2380/5010] lr: 7.500e-03, eta: 3 days, 2:13:55, time: 1.154, data_time: 0.214, memory: 10398, top1_acc: 0.4865, top5_acc: 0.7177, loss_cls: 2.2238, loss: 2.2238, grad_norm: 6.1685 2020-10-11 02:41:27,881 - mmaction - INFO - Epoch [3][2400/5010] lr: 7.500e-03, eta: 3 days, 2:13:24, time: 1.098, data_time: 0.176, memory: 10398, top1_acc: 0.4823, top5_acc: 0.7490, loss_cls: 2.2563, loss: 2.2563, grad_norm: 6.1794 2020-10-11 02:41:50,856 - mmaction - INFO - Epoch [3][2420/5010] lr: 7.500e-03, eta: 3 days, 2:13:11, time: 1.148, data_time: 0.265, memory: 10398, top1_acc: 0.4833, top5_acc: 0.7219, loss_cls: 2.2780, loss: 2.2780, grad_norm: 6.2822 2020-10-11 02:42:11,771 - mmaction - INFO - Epoch [3][2440/5010] lr: 7.500e-03, eta: 3 days, 2:12:20, time: 1.047, data_time: 0.172, memory: 10398, top1_acc: 0.4635, top5_acc: 0.7312, loss_cls: 2.2260, loss: 2.2260, grad_norm: 6.1328 2020-10-11 02:42:33,824 - mmaction - INFO - Epoch [3][2460/5010] lr: 7.500e-03, eta: 3 days, 2:11:48, time: 1.099, data_time: 0.155, memory: 10398, top1_acc: 0.4406, top5_acc: 0.6990, loss_cls: 2.3884, loss: 2.3884, grad_norm: 6.5052 2020-10-11 02:42:55,416 - mmaction - INFO - Epoch [3][2480/5010] lr: 7.500e-03, eta: 3 days, 2:11:11, time: 1.083, data_time: 0.205, memory: 10398, top1_acc: 0.4552, top5_acc: 0.7177, loss_cls: 2.2760, loss: 2.2760, grad_norm: 6.0825 2020-10-11 02:43:17,414 - mmaction - INFO - Epoch [3][2500/5010] lr: 7.500e-03, eta: 3 days, 2:10:40, time: 1.100, data_time: 0.193, memory: 10398, top1_acc: 0.4521, top5_acc: 0.7094, loss_cls: 2.3387, loss: 2.3387, grad_norm: 6.3756 2020-10-11 02:43:39,781 - mmaction - INFO - Epoch [3][2520/5010] lr: 7.500e-03, eta: 3 days, 2:10:16, time: 1.119, data_time: 0.068, memory: 10398, top1_acc: 0.4479, top5_acc: 0.7146, loss_cls: 2.3251, loss: 2.3251, grad_norm: 6.3426 2020-10-11 02:44:01,758 - mmaction - INFO - Epoch [3][2540/5010] lr: 7.500e-03, eta: 3 days, 2:09:43, time: 1.093, data_time: 0.003, memory: 10398, top1_acc: 0.4854, top5_acc: 0.7625, loss_cls: 2.1200, loss: 2.1200, grad_norm: 6.1825 2020-10-11 02:44:24,164 - mmaction - INFO - Epoch [3][2560/5010] lr: 7.500e-03, eta: 3 days, 2:09:21, time: 1.125, data_time: 0.045, memory: 10398, top1_acc: 0.4667, top5_acc: 0.7271, loss_cls: 2.2439, loss: 2.2439, grad_norm: 5.9854 2020-10-11 02:44:44,980 - mmaction - INFO - Epoch [3][2580/5010] lr: 7.500e-03, eta: 3 days, 2:08:29, time: 1.042, data_time: 0.020, memory: 10398, top1_acc: 0.4760, top5_acc: 0.7031, loss_cls: 2.3741, loss: 2.3741, grad_norm: 6.1817 2020-10-11 02:45:07,322 - mmaction - INFO - Epoch [3][2600/5010] lr: 7.500e-03, eta: 3 days, 2:08:05, time: 1.117, data_time: 0.007, memory: 10398, top1_acc: 0.5073, top5_acc: 0.7552, loss_cls: 2.0843, loss: 2.0843, grad_norm: 6.1170 2020-10-11 02:45:30,652 - mmaction - INFO - Epoch [3][2620/5010] lr: 7.500e-03, eta: 3 days, 2:07:59, time: 1.166, data_time: 0.002, memory: 10398, top1_acc: 0.4542, top5_acc: 0.7229, loss_cls: 2.3788, loss: 2.3788, grad_norm: 6.4774 2020-10-11 02:45:53,847 - mmaction - INFO - Epoch [3][2640/5010] lr: 7.500e-03, eta: 3 days, 2:07:51, time: 1.160, data_time: 0.002, memory: 10398, top1_acc: 0.4479, top5_acc: 0.7167, loss_cls: 2.3714, loss: 2.3714, grad_norm: 6.5171 2020-10-11 02:46:13,975 - mmaction - INFO - Epoch [3][2660/5010] lr: 7.500e-03, eta: 3 days, 2:06:45, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.4740, top5_acc: 0.7156, loss_cls: 2.2756, loss: 2.2756, grad_norm: 6.0137 2020-10-11 02:46:35,565 - mmaction - INFO - Epoch [3][2680/5010] lr: 7.500e-03, eta: 3 days, 2:06:05, time: 1.076, data_time: 0.013, memory: 10398, top1_acc: 0.4458, top5_acc: 0.7000, loss_cls: 2.4620, loss: 2.4620, grad_norm: 6.5578 2020-10-11 02:46:57,974 - mmaction - INFO - Epoch [3][2700/5010] lr: 7.500e-03, eta: 3 days, 2:05:43, time: 1.124, data_time: 0.008, memory: 10398, top1_acc: 0.4438, top5_acc: 0.6990, loss_cls: 2.4129, loss: 2.4129, grad_norm: 6.1159 2020-10-11 02:47:21,669 - mmaction - INFO - Epoch [3][2720/5010] lr: 7.500e-03, eta: 3 days, 2:05:44, time: 1.184, data_time: 0.002, memory: 10398, top1_acc: 0.4708, top5_acc: 0.7240, loss_cls: 2.2969, loss: 2.2969, grad_norm: 6.1892 2020-10-11 02:47:43,088 - mmaction - INFO - Epoch [3][2740/5010] lr: 7.500e-03, eta: 3 days, 2:05:03, time: 1.071, data_time: 0.002, memory: 10398, top1_acc: 0.4635, top5_acc: 0.7354, loss_cls: 2.2884, loss: 2.2884, grad_norm: 6.2913 2020-10-11 02:48:05,770 - mmaction - INFO - Epoch [3][2760/5010] lr: 7.500e-03, eta: 3 days, 2:04:44, time: 1.131, data_time: 0.008, memory: 10398, top1_acc: 0.4521, top5_acc: 0.7115, loss_cls: 2.3360, loss: 2.3360, grad_norm: 6.1209 2020-10-11 02:48:27,886 - mmaction - INFO - Epoch [3][2780/5010] lr: 7.500e-03, eta: 3 days, 2:04:17, time: 1.108, data_time: 0.008, memory: 10398, top1_acc: 0.4625, top5_acc: 0.7354, loss_cls: 2.2707, loss: 2.2707, grad_norm: 6.1788 2020-10-11 02:48:49,464 - mmaction - INFO - Epoch [3][2800/5010] lr: 7.500e-03, eta: 3 days, 2:03:38, time: 1.079, data_time: 0.003, memory: 10398, top1_acc: 0.4792, top5_acc: 0.7219, loss_cls: 2.2905, loss: 2.2905, grad_norm: 6.1478 2020-10-11 02:49:12,082 - mmaction - INFO - Epoch [3][2820/5010] lr: 7.500e-03, eta: 3 days, 2:03:18, time: 1.128, data_time: 0.130, memory: 10398, top1_acc: 0.4562, top5_acc: 0.7229, loss_cls: 2.3265, loss: 2.3265, grad_norm: 6.1496 2020-10-11 02:49:33,908 - mmaction - INFO - Epoch [3][2840/5010] lr: 7.500e-03, eta: 3 days, 2:02:45, time: 1.093, data_time: 0.227, memory: 10398, top1_acc: 0.4729, top5_acc: 0.7208, loss_cls: 2.3137, loss: 2.3137, grad_norm: 6.0258 2020-10-11 02:49:56,066 - mmaction - INFO - Epoch [3][2860/5010] lr: 7.500e-03, eta: 3 days, 2:02:18, time: 1.108, data_time: 0.133, memory: 10398, top1_acc: 0.4365, top5_acc: 0.7094, loss_cls: 2.4267, loss: 2.4267, grad_norm: 6.2794 2020-10-11 02:50:17,477 - mmaction - INFO - Epoch [3][2880/5010] lr: 7.500e-03, eta: 3 days, 2:01:37, time: 1.070, data_time: 0.110, memory: 10398, top1_acc: 0.4656, top5_acc: 0.7333, loss_cls: 2.2834, loss: 2.2834, grad_norm: 6.0224 2020-10-11 02:50:39,637 - mmaction - INFO - Epoch [3][2900/5010] lr: 7.500e-03, eta: 3 days, 2:01:09, time: 1.109, data_time: 0.011, memory: 10398, top1_acc: 0.4510, top5_acc: 0.7094, loss_cls: 2.3783, loss: 2.3783, grad_norm: 6.0585 2020-10-11 02:51:00,969 - mmaction - INFO - Epoch [3][2920/5010] lr: 7.500e-03, eta: 3 days, 2:00:27, time: 1.067, data_time: 0.028, memory: 10398, top1_acc: 0.4469, top5_acc: 0.7188, loss_cls: 2.3178, loss: 2.3178, grad_norm: 6.1281 2020-10-11 02:51:23,405 - mmaction - INFO - Epoch [3][2940/5010] lr: 7.500e-03, eta: 3 days, 2:00:04, time: 1.121, data_time: 0.018, memory: 10398, top1_acc: 0.4688, top5_acc: 0.7292, loss_cls: 2.2569, loss: 2.2569, grad_norm: 6.2943 2020-10-11 02:51:46,288 - mmaction - INFO - Epoch [3][2960/5010] lr: 7.500e-03, eta: 3 days, 1:59:50, time: 1.145, data_time: 0.002, memory: 10398, top1_acc: 0.4479, top5_acc: 0.6969, loss_cls: 2.4024, loss: 2.4024, grad_norm: 6.4745 2020-10-11 02:52:08,081 - mmaction - INFO - Epoch [3][2980/5010] lr: 7.500e-03, eta: 3 days, 1:59:14, time: 1.084, data_time: 0.008, memory: 10398, top1_acc: 0.4604, top5_acc: 0.7219, loss_cls: 2.3107, loss: 2.3107, grad_norm: 6.1369 2020-10-11 02:52:29,400 - mmaction - INFO - Epoch [3][3000/5010] lr: 7.500e-03, eta: 3 days, 1:58:33, time: 1.070, data_time: 0.009, memory: 10398, top1_acc: 0.4490, top5_acc: 0.6938, loss_cls: 2.4158, loss: 2.4158, grad_norm: 6.0619 2020-10-11 02:52:51,027 - mmaction - INFO - Epoch [3][3020/5010] lr: 7.500e-03, eta: 3 days, 1:57:56, time: 1.081, data_time: 0.003, memory: 10398, top1_acc: 0.4417, top5_acc: 0.7250, loss_cls: 2.2268, loss: 2.2268, grad_norm: 6.2498 2020-10-11 02:53:13,225 - mmaction - INFO - Epoch [3][3040/5010] lr: 7.500e-03, eta: 3 days, 1:57:29, time: 1.108, data_time: 0.034, memory: 10398, top1_acc: 0.4844, top5_acc: 0.7240, loss_cls: 2.2488, loss: 2.2488, grad_norm: 5.9953 2020-10-11 02:53:35,975 - mmaction - INFO - Epoch [3][3060/5010] lr: 7.500e-03, eta: 3 days, 1:57:13, time: 1.140, data_time: 0.185, memory: 10398, top1_acc: 0.4792, top5_acc: 0.7146, loss_cls: 2.2943, loss: 2.2943, grad_norm: 5.9431 2020-10-11 02:53:58,029 - mmaction - INFO - Epoch [3][3080/5010] lr: 7.500e-03, eta: 3 days, 1:56:44, time: 1.103, data_time: 0.076, memory: 10398, top1_acc: 0.4667, top5_acc: 0.7406, loss_cls: 2.2578, loss: 2.2578, grad_norm: 6.2441 2020-10-11 02:54:19,903 - mmaction - INFO - Epoch [3][3100/5010] lr: 7.500e-03, eta: 3 days, 1:56:11, time: 1.093, data_time: 0.174, memory: 10398, top1_acc: 0.4604, top5_acc: 0.7333, loss_cls: 2.2744, loss: 2.2744, grad_norm: 6.2689 2020-10-11 02:54:39,877 - mmaction - INFO - Epoch [3][3120/5010] lr: 7.500e-03, eta: 3 days, 1:55:04, time: 0.996, data_time: 0.021, memory: 10398, top1_acc: 0.4688, top5_acc: 0.7323, loss_cls: 2.2305, loss: 2.2305, grad_norm: 6.1397 2020-10-11 02:55:01,977 - mmaction - INFO - Epoch [3][3140/5010] lr: 7.500e-03, eta: 3 days, 1:54:37, time: 1.108, data_time: 0.118, memory: 10398, top1_acc: 0.4594, top5_acc: 0.7281, loss_cls: 2.2795, loss: 2.2795, grad_norm: 6.3289 2020-10-11 02:55:25,048 - mmaction - INFO - Epoch [3][3160/5010] lr: 7.500e-03, eta: 3 days, 1:54:26, time: 1.153, data_time: 0.136, memory: 10398, top1_acc: 0.4854, top5_acc: 0.7240, loss_cls: 2.2511, loss: 2.2511, grad_norm: 5.9519 2020-10-11 02:55:46,355 - mmaction - INFO - Epoch [3][3180/5010] lr: 7.500e-03, eta: 3 days, 1:53:44, time: 1.065, data_time: 0.050, memory: 10398, top1_acc: 0.4615, top5_acc: 0.7229, loss_cls: 2.3260, loss: 2.3260, grad_norm: 6.4428 2020-10-11 02:56:08,927 - mmaction - INFO - Epoch [3][3200/5010] lr: 7.500e-03, eta: 3 days, 1:53:24, time: 1.129, data_time: 0.215, memory: 10398, top1_acc: 0.4552, top5_acc: 0.7042, loss_cls: 2.3804, loss: 2.3804, grad_norm: 6.1227 2020-10-11 02:56:31,465 - mmaction - INFO - Epoch [3][3220/5010] lr: 7.500e-03, eta: 3 days, 1:53:01, time: 1.121, data_time: 0.183, memory: 10398, top1_acc: 0.4615, top5_acc: 0.7125, loss_cls: 2.3213, loss: 2.3213, grad_norm: 6.2267 2020-10-11 02:56:51,745 - mmaction - INFO - Epoch [3][3240/5010] lr: 7.500e-03, eta: 3 days, 1:52:03, time: 1.019, data_time: 0.123, memory: 10398, top1_acc: 0.4740, top5_acc: 0.7188, loss_cls: 2.3268, loss: 2.3268, grad_norm: 6.1536 2020-10-11 02:57:14,720 - mmaction - INFO - Epoch [3][3260/5010] lr: 7.500e-03, eta: 3 days, 1:51:50, time: 1.150, data_time: 0.223, memory: 10398, top1_acc: 0.4823, top5_acc: 0.7240, loss_cls: 2.2920, loss: 2.2920, grad_norm: 6.0419 2020-10-11 02:57:37,383 - mmaction - INFO - Epoch [3][3280/5010] lr: 7.500e-03, eta: 3 days, 1:51:30, time: 1.128, data_time: 0.264, memory: 10398, top1_acc: 0.4771, top5_acc: 0.7542, loss_cls: 2.2085, loss: 2.2085, grad_norm: 6.3092 2020-10-11 02:57:59,602 - mmaction - INFO - Epoch [3][3300/5010] lr: 7.500e-03, eta: 3 days, 1:51:06, time: 1.116, data_time: 0.160, memory: 10398, top1_acc: 0.4479, top5_acc: 0.7281, loss_cls: 2.2877, loss: 2.2877, grad_norm: 6.2297 2020-10-11 02:58:20,673 - mmaction - INFO - Epoch [3][3320/5010] lr: 7.500e-03, eta: 3 days, 1:50:20, time: 1.052, data_time: 0.147, memory: 10398, top1_acc: 0.4687, top5_acc: 0.7219, loss_cls: 2.2983, loss: 2.2983, grad_norm: 6.1433 2020-10-11 02:58:42,514 - mmaction - INFO - Epoch [3][3340/5010] lr: 7.500e-03, eta: 3 days, 1:49:46, time: 1.089, data_time: 0.181, memory: 10398, top1_acc: 0.5135, top5_acc: 0.7583, loss_cls: 2.0991, loss: 2.0991, grad_norm: 6.0972 2020-10-11 02:59:05,397 - mmaction - INFO - Epoch [3][3360/5010] lr: 7.500e-03, eta: 3 days, 1:49:32, time: 1.146, data_time: 0.285, memory: 10398, top1_acc: 0.4604, top5_acc: 0.7271, loss_cls: 2.2912, loss: 2.2912, grad_norm: 6.2083 2020-10-11 02:59:27,584 - mmaction - INFO - Epoch [3][3380/5010] lr: 7.500e-03, eta: 3 days, 1:49:07, time: 1.112, data_time: 0.127, memory: 10398, top1_acc: 0.4854, top5_acc: 0.7406, loss_cls: 2.2186, loss: 2.2186, grad_norm: 6.2139 2020-10-11 02:59:49,029 - mmaction - INFO - Epoch [3][3400/5010] lr: 7.500e-03, eta: 3 days, 1:48:27, time: 1.072, data_time: 0.163, memory: 10398, top1_acc: 0.4500, top5_acc: 0.7156, loss_cls: 2.3460, loss: 2.3460, grad_norm: 6.3619 2020-10-11 03:00:12,081 - mmaction - INFO - Epoch [3][3420/5010] lr: 7.500e-03, eta: 3 days, 1:48:14, time: 1.148, data_time: 0.151, memory: 10398, top1_acc: 0.4906, top5_acc: 0.7417, loss_cls: 2.1556, loss: 2.1556, grad_norm: 6.3505 2020-10-11 03:00:34,718 - mmaction - INFO - Epoch [3][3440/5010] lr: 7.500e-03, eta: 3 days, 1:47:57, time: 1.136, data_time: 0.240, memory: 10398, top1_acc: 0.4844, top5_acc: 0.7240, loss_cls: 2.2585, loss: 2.2585, grad_norm: 6.1412 2020-10-11 03:00:57,418 - mmaction - INFO - Epoch [3][3460/5010] lr: 7.500e-03, eta: 3 days, 1:47:34, time: 1.119, data_time: 0.064, memory: 10398, top1_acc: 0.4656, top5_acc: 0.7125, loss_cls: 2.3471, loss: 2.3471, grad_norm: 5.9329 2020-10-11 03:01:18,501 - mmaction - INFO - Epoch [3][3480/5010] lr: 7.500e-03, eta: 3 days, 1:46:54, time: 1.071, data_time: 0.065, memory: 10398, top1_acc: 0.4813, top5_acc: 0.7344, loss_cls: 2.2399, loss: 2.2399, grad_norm: 6.3203 2020-10-11 03:01:40,699 - mmaction - INFO - Epoch [3][3500/5010] lr: 7.500e-03, eta: 3 days, 1:46:28, time: 1.111, data_time: 0.020, memory: 10398, top1_acc: 0.4646, top5_acc: 0.7208, loss_cls: 2.2566, loss: 2.2566, grad_norm: 6.1608 2020-10-11 03:02:04,589 - mmaction - INFO - Epoch [3][3520/5010] lr: 7.500e-03, eta: 3 days, 1:46:30, time: 1.192, data_time: 0.002, memory: 10398, top1_acc: 0.4698, top5_acc: 0.7313, loss_cls: 2.2743, loss: 2.2743, grad_norm: 6.0944 2020-10-11 03:02:25,711 - mmaction - INFO - Epoch [3][3540/5010] lr: 7.500e-03, eta: 3 days, 1:45:46, time: 1.058, data_time: 0.007, memory: 10398, top1_acc: 0.4479, top5_acc: 0.7031, loss_cls: 2.3243, loss: 2.3243, grad_norm: 6.3359 2020-10-11 03:02:47,977 - mmaction - INFO - Epoch [3][3560/5010] lr: 7.500e-03, eta: 3 days, 1:45:21, time: 1.113, data_time: 0.002, memory: 10398, top1_acc: 0.4750, top5_acc: 0.7437, loss_cls: 2.2157, loss: 2.2157, grad_norm: 6.3456 2020-10-11 03:03:10,049 - mmaction - INFO - Epoch [3][3580/5010] lr: 7.500e-03, eta: 3 days, 1:44:53, time: 1.104, data_time: 0.005, memory: 10398, top1_acc: 0.4531, top5_acc: 0.7073, loss_cls: 2.3713, loss: 2.3713, grad_norm: 6.1284 2020-10-11 03:03:32,587 - mmaction - INFO - Epoch [3][3600/5010] lr: 7.500e-03, eta: 3 days, 1:44:30, time: 1.120, data_time: 0.002, memory: 10398, top1_acc: 0.4625, top5_acc: 0.7146, loss_cls: 2.3429, loss: 2.3429, grad_norm: 6.2711 2020-10-11 03:03:54,745 - mmaction - INFO - Epoch [3][3620/5010] lr: 7.500e-03, eta: 3 days, 1:44:06, time: 1.115, data_time: 0.010, memory: 10398, top1_acc: 0.4719, top5_acc: 0.7281, loss_cls: 2.2778, loss: 2.2778, grad_norm: 6.3884 2020-10-11 03:04:17,150 - mmaction - INFO - Epoch [3][3640/5010] lr: 7.500e-03, eta: 3 days, 1:43:43, time: 1.120, data_time: 0.002, memory: 10398, top1_acc: 0.4813, top5_acc: 0.7323, loss_cls: 2.2489, loss: 2.2489, grad_norm: 6.1139 2020-10-11 03:04:36,951 - mmaction - INFO - Epoch [3][3660/5010] lr: 7.500e-03, eta: 3 days, 1:42:35, time: 0.988, data_time: 0.007, memory: 10398, top1_acc: 0.4969, top5_acc: 0.7302, loss_cls: 2.2053, loss: 2.2053, grad_norm: 6.0393 2020-10-11 03:05:01,437 - mmaction - INFO - Epoch [3][3680/5010] lr: 7.500e-03, eta: 3 days, 1:42:49, time: 1.227, data_time: 0.007, memory: 10398, top1_acc: 0.4885, top5_acc: 0.7323, loss_cls: 2.2394, loss: 2.2394, grad_norm: 6.0926 2020-10-11 03:05:23,282 - mmaction - INFO - Epoch [3][3700/5010] lr: 7.500e-03, eta: 3 days, 1:42:17, time: 1.092, data_time: 0.003, memory: 10398, top1_acc: 0.4427, top5_acc: 0.7302, loss_cls: 2.3123, loss: 2.3123, grad_norm: 6.0658 2020-10-11 03:05:43,842 - mmaction - INFO - Epoch [3][3720/5010] lr: 7.500e-03, eta: 3 days, 1:41:22, time: 1.028, data_time: 0.011, memory: 10398, top1_acc: 0.4906, top5_acc: 0.7240, loss_cls: 2.2083, loss: 2.2083, grad_norm: 6.1958 2020-10-11 03:06:06,054 - mmaction - INFO - Epoch [3][3740/5010] lr: 7.500e-03, eta: 3 days, 1:40:56, time: 1.108, data_time: 0.002, memory: 10398, top1_acc: 0.4896, top5_acc: 0.7260, loss_cls: 2.2677, loss: 2.2677, grad_norm: 6.2615 2020-10-11 03:06:28,166 - mmaction - INFO - Epoch [3][3760/5010] lr: 7.500e-03, eta: 3 days, 1:40:29, time: 1.109, data_time: 0.008, memory: 10398, top1_acc: 0.4698, top5_acc: 0.7438, loss_cls: 2.3237, loss: 2.3237, grad_norm: 6.3823 2020-10-11 03:06:50,006 - mmaction - INFO - Epoch [3][3780/5010] lr: 7.500e-03, eta: 3 days, 1:39:57, time: 1.092, data_time: 0.002, memory: 10398, top1_acc: 0.4927, top5_acc: 0.7490, loss_cls: 2.1799, loss: 2.1799, grad_norm: 6.1530 2020-10-11 03:07:11,644 - mmaction - INFO - Epoch [3][3800/5010] lr: 7.500e-03, eta: 3 days, 1:39:21, time: 1.080, data_time: 0.028, memory: 10398, top1_acc: 0.4469, top5_acc: 0.7042, loss_cls: 2.4099, loss: 2.4099, grad_norm: 6.4548 2020-10-11 03:07:33,717 - mmaction - INFO - Epoch [3][3820/5010] lr: 7.500e-03, eta: 3 days, 1:38:53, time: 1.105, data_time: 0.082, memory: 10398, top1_acc: 0.5042, top5_acc: 0.7323, loss_cls: 2.2292, loss: 2.2292, grad_norm: 6.2341 2020-10-11 03:07:57,139 - mmaction - INFO - Epoch [3][3840/5010] lr: 7.500e-03, eta: 3 days, 1:38:48, time: 1.172, data_time: 0.250, memory: 10398, top1_acc: 0.4521, top5_acc: 0.7292, loss_cls: 2.2912, loss: 2.2912, grad_norm: 6.2461 2020-10-11 03:08:18,532 - mmaction - INFO - Epoch [3][3860/5010] lr: 7.500e-03, eta: 3 days, 1:38:08, time: 1.069, data_time: 0.098, memory: 10398, top1_acc: 0.4708, top5_acc: 0.7323, loss_cls: 2.2915, loss: 2.2915, grad_norm: 6.0051 2020-10-11 03:08:40,674 - mmaction - INFO - Epoch [3][3880/5010] lr: 7.500e-03, eta: 3 days, 1:37:41, time: 1.108, data_time: 0.132, memory: 10398, top1_acc: 0.4938, top5_acc: 0.7260, loss_cls: 2.2667, loss: 2.2667, grad_norm: 6.4215 2020-10-11 03:09:03,905 - mmaction - INFO - Epoch [3][3900/5010] lr: 7.500e-03, eta: 3 days, 1:37:32, time: 1.157, data_time: 0.160, memory: 10398, top1_acc: 0.4854, top5_acc: 0.7375, loss_cls: 2.2527, loss: 2.2527, grad_norm: 6.2915 2020-10-11 03:09:26,164 - mmaction - INFO - Epoch [3][3920/5010] lr: 7.500e-03, eta: 3 days, 1:37:08, time: 1.117, data_time: 0.176, memory: 10398, top1_acc: 0.4698, top5_acc: 0.7365, loss_cls: 2.3110, loss: 2.3110, grad_norm: 6.3982 2020-10-11 03:09:48,090 - mmaction - INFO - Epoch [3][3940/5010] lr: 7.500e-03, eta: 3 days, 1:36:38, time: 1.097, data_time: 0.230, memory: 10398, top1_acc: 0.4750, top5_acc: 0.7010, loss_cls: 2.3408, loss: 2.3408, grad_norm: 6.2452 2020-10-11 03:10:09,639 - mmaction - INFO - Epoch [3][3960/5010] lr: 7.500e-03, eta: 3 days, 1:36:01, time: 1.078, data_time: 0.212, memory: 10398, top1_acc: 0.4625, top5_acc: 0.7406, loss_cls: 2.2254, loss: 2.2254, grad_norm: 6.1157 2020-10-11 03:10:33,308 - mmaction - INFO - Epoch [3][3980/5010] lr: 7.500e-03, eta: 3 days, 1:35:58, time: 1.179, data_time: 0.145, memory: 10398, top1_acc: 0.4677, top5_acc: 0.7354, loss_cls: 2.2722, loss: 2.2722, grad_norm: 6.2742 2020-10-11 03:10:53,272 - mmaction - INFO - Epoch [3][4000/5010] lr: 7.500e-03, eta: 3 days, 1:34:56, time: 1.002, data_time: 0.043, memory: 10398, top1_acc: 0.4802, top5_acc: 0.7302, loss_cls: 2.2551, loss: 2.2551, grad_norm: 6.1217 2020-10-11 03:11:15,470 - mmaction - INFO - Epoch [3][4020/5010] lr: 7.500e-03, eta: 3 days, 1:34:28, time: 1.103, data_time: 0.024, memory: 10398, top1_acc: 0.4708, top5_acc: 0.7177, loss_cls: 2.2902, loss: 2.2902, grad_norm: 6.0715 2020-10-11 03:11:38,748 - mmaction - INFO - Epoch [3][4040/5010] lr: 7.500e-03, eta: 3 days, 1:34:22, time: 1.171, data_time: 0.010, memory: 10398, top1_acc: 0.4760, top5_acc: 0.7323, loss_cls: 2.2566, loss: 2.2566, grad_norm: 6.0324 2020-10-11 03:12:01,410 - mmaction - INFO - Epoch [3][4060/5010] lr: 7.500e-03, eta: 3 days, 1:34:04, time: 1.133, data_time: 0.002, memory: 10398, top1_acc: 0.5208, top5_acc: 0.7625, loss_cls: 2.0917, loss: 2.0917, grad_norm: 5.9397 2020-10-11 03:12:22,064 - mmaction - INFO - Epoch [3][4080/5010] lr: 7.500e-03, eta: 3 days, 1:33:12, time: 1.032, data_time: 0.003, memory: 10398, top1_acc: 0.4448, top5_acc: 0.7188, loss_cls: 2.3256, loss: 2.3256, grad_norm: 6.3787 2020-10-11 03:12:43,776 - mmaction - INFO - Epoch [3][4100/5010] lr: 7.500e-03, eta: 3 days, 1:32:39, time: 1.087, data_time: 0.003, memory: 10398, top1_acc: 0.4677, top5_acc: 0.7198, loss_cls: 2.2650, loss: 2.2650, grad_norm: 6.2485 2020-10-11 03:13:05,107 - mmaction - INFO - Epoch [3][4120/5010] lr: 7.500e-03, eta: 3 days, 1:31:58, time: 1.066, data_time: 0.008, memory: 10398, top1_acc: 0.4573, top5_acc: 0.7156, loss_cls: 2.3519, loss: 2.3519, grad_norm: 6.1597 2020-10-11 03:13:27,173 - mmaction - INFO - Epoch [3][4140/5010] lr: 7.500e-03, eta: 3 days, 1:31:30, time: 1.103, data_time: 0.008, memory: 10398, top1_acc: 0.4958, top5_acc: 0.7292, loss_cls: 2.1679, loss: 2.1679, grad_norm: 5.8994 2020-10-11 03:13:48,981 - mmaction - INFO - Epoch [3][4160/5010] lr: 7.500e-03, eta: 3 days, 1:30:56, time: 1.085, data_time: 0.002, memory: 10398, top1_acc: 0.4854, top5_acc: 0.7354, loss_cls: 2.1754, loss: 2.1754, grad_norm: 6.0743 2020-10-11 03:14:12,156 - mmaction - INFO - Epoch [3][4180/5010] lr: 7.500e-03, eta: 3 days, 1:30:49, time: 1.165, data_time: 0.009, memory: 10398, top1_acc: 0.4458, top5_acc: 0.7229, loss_cls: 2.2841, loss: 2.2841, grad_norm: 6.3266 2020-10-11 03:14:35,497 - mmaction - INFO - Epoch [3][4200/5010] lr: 7.500e-03, eta: 3 days, 1:30:40, time: 1.159, data_time: 0.004, memory: 10398, top1_acc: 0.4927, top5_acc: 0.7385, loss_cls: 2.2183, loss: 2.2183, grad_norm: 5.8659 2020-10-11 03:14:57,212 - mmaction - INFO - Epoch [3][4220/5010] lr: 7.500e-03, eta: 3 days, 1:30:08, time: 1.093, data_time: 0.011, memory: 10398, top1_acc: 0.4927, top5_acc: 0.7448, loss_cls: 2.2093, loss: 2.2093, grad_norm: 5.9348 2020-10-11 03:15:19,117 - mmaction - INFO - Epoch [3][4240/5010] lr: 7.500e-03, eta: 3 days, 1:29:35, time: 1.089, data_time: 0.002, memory: 10398, top1_acc: 0.4708, top5_acc: 0.7281, loss_cls: 2.3016, loss: 2.3016, grad_norm: 6.2988 2020-10-11 03:15:39,877 - mmaction - INFO - Epoch [3][4260/5010] lr: 7.500e-03, eta: 3 days, 1:28:48, time: 1.045, data_time: 0.107, memory: 10398, top1_acc: 0.4781, top5_acc: 0.7406, loss_cls: 2.2178, loss: 2.2178, grad_norm: 5.9933 2020-10-11 03:16:04,398 - mmaction - INFO - Epoch [3][4280/5010] lr: 7.500e-03, eta: 3 days, 1:29:00, time: 1.223, data_time: 0.070, memory: 10398, top1_acc: 0.4573, top5_acc: 0.7156, loss_cls: 2.3654, loss: 2.3654, grad_norm: 6.3133 2020-10-11 03:16:25,808 - mmaction - INFO - Epoch [3][4300/5010] lr: 7.500e-03, eta: 3 days, 1:28:22, time: 1.073, data_time: 0.007, memory: 10398, top1_acc: 0.4615, top5_acc: 0.7333, loss_cls: 2.2701, loss: 2.2701, grad_norm: 6.1160 2020-10-11 03:16:47,685 - mmaction - INFO - Epoch [3][4320/5010] lr: 7.500e-03, eta: 3 days, 1:27:51, time: 1.094, data_time: 0.002, memory: 10398, top1_acc: 0.4958, top5_acc: 0.7292, loss_cls: 2.2406, loss: 2.2406, grad_norm: 6.1472 2020-10-11 03:17:07,750 - mmaction - INFO - Epoch [3][4340/5010] lr: 7.500e-03, eta: 3 days, 1:26:49, time: 0.998, data_time: 0.006, memory: 10398, top1_acc: 0.4573, top5_acc: 0.7115, loss_cls: 2.3715, loss: 2.3715, grad_norm: 6.0273 2020-10-11 03:17:31,355 - mmaction - INFO - Epoch [3][4360/5010] lr: 7.500e-03, eta: 3 days, 1:26:47, time: 1.182, data_time: 0.011, memory: 10398, top1_acc: 0.4750, top5_acc: 0.7396, loss_cls: 2.2523, loss: 2.2523, grad_norm: 5.8786 2020-10-11 03:17:52,418 - mmaction - INFO - Epoch [3][4380/5010] lr: 7.500e-03, eta: 3 days, 1:26:03, time: 1.056, data_time: 0.018, memory: 10398, top1_acc: 0.4885, top5_acc: 0.7354, loss_cls: 2.1914, loss: 2.1914, grad_norm: 6.2781 2020-10-11 03:18:14,360 - mmaction - INFO - Epoch [3][4400/5010] lr: 7.500e-03, eta: 3 days, 1:25:34, time: 1.097, data_time: 0.154, memory: 10398, top1_acc: 0.4687, top5_acc: 0.7323, loss_cls: 2.2738, loss: 2.2738, grad_norm: 6.2595 2020-10-11 03:18:36,966 - mmaction - INFO - Epoch [3][4420/5010] lr: 7.500e-03, eta: 3 days, 1:25:12, time: 1.122, data_time: 0.233, memory: 10398, top1_acc: 0.4510, top5_acc: 0.7052, loss_cls: 2.4502, loss: 2.4502, grad_norm: 6.0423 2020-10-11 03:18:58,563 - mmaction - INFO - Epoch [3][4440/5010] lr: 7.500e-03, eta: 3 days, 1:24:39, time: 1.088, data_time: 0.215, memory: 10398, top1_acc: 0.4333, top5_acc: 0.7302, loss_cls: 2.2959, loss: 2.2959, grad_norm: 6.2575 2020-10-11 03:19:20,496 - mmaction - INFO - Epoch [3][4460/5010] lr: 7.500e-03, eta: 3 days, 1:24:10, time: 1.097, data_time: 0.151, memory: 10398, top1_acc: 0.4813, top5_acc: 0.7385, loss_cls: 2.1940, loss: 2.1940, grad_norm: 6.4126 2020-10-11 03:19:44,338 - mmaction - INFO - Epoch [3][4480/5010] lr: 7.500e-03, eta: 3 days, 1:24:09, time: 1.186, data_time: 0.213, memory: 10398, top1_acc: 0.4521, top5_acc: 0.7313, loss_cls: 2.3225, loss: 2.3225, grad_norm: 6.1955 2020-10-11 03:20:05,923 - mmaction - INFO - Epoch [3][4500/5010] lr: 7.500e-03, eta: 3 days, 1:23:34, time: 1.082, data_time: 0.159, memory: 10398, top1_acc: 0.4604, top5_acc: 0.7177, loss_cls: 2.2862, loss: 2.2862, grad_norm: 6.1468 2020-10-11 03:20:28,520 - mmaction - INFO - Epoch [3][4520/5010] lr: 7.500e-03, eta: 3 days, 1:23:16, time: 1.133, data_time: 0.014, memory: 10398, top1_acc: 0.4563, top5_acc: 0.7010, loss_cls: 2.3746, loss: 2.3746, grad_norm: 6.1617 2020-10-11 03:20:49,258 - mmaction - INFO - Epoch [3][4540/5010] lr: 7.500e-03, eta: 3 days, 1:22:27, time: 1.037, data_time: 0.002, memory: 10398, top1_acc: 0.4833, top5_acc: 0.7365, loss_cls: 2.2342, loss: 2.2342, grad_norm: 6.1098 2020-10-11 03:21:11,421 - mmaction - INFO - Epoch [3][4560/5010] lr: 7.500e-03, eta: 3 days, 1:22:00, time: 1.105, data_time: 0.007, memory: 10398, top1_acc: 0.4625, top5_acc: 0.7292, loss_cls: 2.3052, loss: 2.3052, grad_norm: 6.1653 2020-10-11 03:21:33,697 - mmaction - INFO - Epoch [3][4580/5010] lr: 7.500e-03, eta: 3 days, 1:21:36, time: 1.117, data_time: 0.007, memory: 10398, top1_acc: 0.4688, top5_acc: 0.7240, loss_cls: 2.2534, loss: 2.2534, grad_norm: 6.1207 2020-10-11 03:21:56,522 - mmaction - INFO - Epoch [3][4600/5010] lr: 7.500e-03, eta: 3 days, 1:21:21, time: 1.141, data_time: 0.008, memory: 10398, top1_acc: 0.4760, top5_acc: 0.7437, loss_cls: 2.2335, loss: 2.2335, grad_norm: 6.3489 2020-10-11 03:22:18,898 - mmaction - INFO - Epoch [3][4620/5010] lr: 7.500e-03, eta: 3 days, 1:20:58, time: 1.119, data_time: 0.003, memory: 10398, top1_acc: 0.4823, top5_acc: 0.7531, loss_cls: 2.1749, loss: 2.1749, grad_norm: 6.0511 2020-10-11 03:22:40,112 - mmaction - INFO - Epoch [3][4640/5010] lr: 7.500e-03, eta: 3 days, 1:20:16, time: 1.056, data_time: 0.007, memory: 10398, top1_acc: 0.5031, top5_acc: 0.7385, loss_cls: 2.1411, loss: 2.1411, grad_norm: 6.1208 2020-10-11 03:23:02,692 - mmaction - INFO - Epoch [3][4660/5010] lr: 7.500e-03, eta: 3 days, 1:19:58, time: 1.133, data_time: 0.009, memory: 10398, top1_acc: 0.4708, top5_acc: 0.7250, loss_cls: 2.2982, loss: 2.2982, grad_norm: 6.1165 2020-10-11 03:23:25,445 - mmaction - INFO - Epoch [3][4680/5010] lr: 7.500e-03, eta: 3 days, 1:19:41, time: 1.137, data_time: 0.002, memory: 10398, top1_acc: 0.4594, top5_acc: 0.7344, loss_cls: 2.2549, loss: 2.2549, grad_norm: 6.2311 2020-10-11 03:23:46,433 - mmaction - INFO - Epoch [3][4700/5010] lr: 7.500e-03, eta: 3 days, 1:18:56, time: 1.050, data_time: 0.002, memory: 10398, top1_acc: 0.4615, top5_acc: 0.7354, loss_cls: 2.2627, loss: 2.2627, grad_norm: 6.0870 2020-10-11 03:24:08,805 - mmaction - INFO - Epoch [3][4720/5010] lr: 7.500e-03, eta: 3 days, 1:18:32, time: 1.114, data_time: 0.115, memory: 10398, top1_acc: 0.4740, top5_acc: 0.7396, loss_cls: 2.1933, loss: 2.1933, grad_norm: 5.8631 2020-10-11 03:24:30,231 - mmaction - INFO - Epoch [3][4740/5010] lr: 7.500e-03, eta: 3 days, 1:17:56, time: 1.075, data_time: 0.115, memory: 10398, top1_acc: 0.4740, top5_acc: 0.7281, loss_cls: 2.2084, loss: 2.2084, grad_norm: 6.1970 2020-10-11 03:24:54,651 - mmaction - INFO - Epoch [3][4760/5010] lr: 7.500e-03, eta: 3 days, 1:18:06, time: 1.221, data_time: 0.170, memory: 10398, top1_acc: 0.4802, top5_acc: 0.7323, loss_cls: 2.1777, loss: 2.1777, grad_norm: 6.3708 2020-10-11 03:25:15,993 - mmaction - INFO - Epoch [3][4780/5010] lr: 7.500e-03, eta: 3 days, 1:17:27, time: 1.067, data_time: 0.032, memory: 10398, top1_acc: 0.4823, top5_acc: 0.7281, loss_cls: 2.2767, loss: 2.2767, grad_norm: 6.2504 2020-10-11 03:25:38,160 - mmaction - INFO - Epoch [3][4800/5010] lr: 7.500e-03, eta: 3 days, 1:16:59, time: 1.101, data_time: 0.038, memory: 10398, top1_acc: 0.4792, top5_acc: 0.7427, loss_cls: 2.1662, loss: 2.1662, grad_norm: 6.2268 2020-10-11 03:25:59,640 - mmaction - INFO - Epoch [3][4820/5010] lr: 7.500e-03, eta: 3 days, 1:16:24, time: 1.081, data_time: 0.010, memory: 10398, top1_acc: 0.4510, top5_acc: 0.7156, loss_cls: 2.3363, loss: 2.3363, grad_norm: 6.3701 2020-10-11 03:26:21,914 - mmaction - INFO - Epoch [3][4840/5010] lr: 7.500e-03, eta: 3 days, 1:16:00, time: 1.113, data_time: 0.002, memory: 10398, top1_acc: 0.4656, top5_acc: 0.7115, loss_cls: 2.2736, loss: 2.2736, grad_norm: 6.2389 2020-10-11 03:26:43,341 - mmaction - INFO - Epoch [3][4860/5010] lr: 7.500e-03, eta: 3 days, 1:15:22, time: 1.072, data_time: 0.003, memory: 10398, top1_acc: 0.5063, top5_acc: 0.7573, loss_cls: 2.1587, loss: 2.1587, grad_norm: 6.1661 2020-10-11 03:27:06,232 - mmaction - INFO - Epoch [3][4880/5010] lr: 7.500e-03, eta: 3 days, 1:15:07, time: 1.142, data_time: 0.004, memory: 10398, top1_acc: 0.4698, top5_acc: 0.7406, loss_cls: 2.2272, loss: 2.2272, grad_norm: 6.1964 2020-10-11 03:27:28,663 - mmaction - INFO - Epoch [3][4900/5010] lr: 7.500e-03, eta: 3 days, 1:14:46, time: 1.124, data_time: 0.008, memory: 10398, top1_acc: 0.4875, top5_acc: 0.7333, loss_cls: 2.1693, loss: 2.1693, grad_norm: 6.0607 2020-10-11 03:27:50,769 - mmaction - INFO - Epoch [3][4920/5010] lr: 7.500e-03, eta: 3 days, 1:14:19, time: 1.104, data_time: 0.002, memory: 10398, top1_acc: 0.4979, top5_acc: 0.7385, loss_cls: 2.2324, loss: 2.2324, grad_norm: 6.0243 2020-10-11 03:28:12,193 - mmaction - INFO - Epoch [3][4940/5010] lr: 7.500e-03, eta: 3 days, 1:13:41, time: 1.070, data_time: 0.010, memory: 10398, top1_acc: 0.4813, top5_acc: 0.7323, loss_cls: 2.2071, loss: 2.2071, grad_norm: 5.9103 2020-10-11 03:28:33,901 - mmaction - INFO - Epoch [3][4960/5010] lr: 7.500e-03, eta: 3 days, 1:13:09, time: 1.087, data_time: 0.008, memory: 10398, top1_acc: 0.4708, top5_acc: 0.7615, loss_cls: 2.1880, loss: 2.1880, grad_norm: 5.9197 2020-10-11 03:28:57,029 - mmaction - INFO - Epoch [3][4980/5010] lr: 7.500e-03, eta: 3 days, 1:12:58, time: 1.157, data_time: 0.006, memory: 10398, top1_acc: 0.4719, top5_acc: 0.7177, loss_cls: 2.3246, loss: 2.3246, grad_norm: 6.5024 2020-10-11 03:29:17,783 - mmaction - INFO - Epoch [3][5000/5010] lr: 7.500e-03, eta: 3 days, 1:12:10, time: 1.038, data_time: 0.002, memory: 10398, top1_acc: 0.4896, top5_acc: 0.7344, loss_cls: 2.2214, loss: 2.2214, grad_norm: 5.7585 2020-10-11 03:30:04,529 - mmaction - INFO - Epoch [4][20/5010] lr: 7.500e-03, eta: 3 days, 1:12:36, time: 1.868, data_time: 0.794, memory: 10398, top1_acc: 0.5094, top5_acc: 0.7469, loss_cls: 2.1618, loss: 2.1618, grad_norm: 6.0201 2020-10-11 03:30:26,011 - mmaction - INFO - Epoch [4][40/5010] lr: 7.500e-03, eta: 3 days, 1:11:58, time: 1.070, data_time: 0.002, memory: 10398, top1_acc: 0.4896, top5_acc: 0.7385, loss_cls: 2.1717, loss: 2.1717, grad_norm: 5.8593 2020-10-11 03:30:46,200 - mmaction - INFO - Epoch [4][60/5010] lr: 7.500e-03, eta: 3 days, 1:11:03, time: 1.014, data_time: 0.008, memory: 10398, top1_acc: 0.4896, top5_acc: 0.7365, loss_cls: 2.1764, loss: 2.1764, grad_norm: 6.1612 2020-10-11 03:31:07,256 - mmaction - INFO - Epoch [4][80/5010] lr: 7.500e-03, eta: 3 days, 1:10:19, time: 1.050, data_time: 0.008, memory: 10398, top1_acc: 0.4875, top5_acc: 0.7687, loss_cls: 2.1099, loss: 2.1099, grad_norm: 6.0172 2020-10-11 03:31:27,842 - mmaction - INFO - Epoch [4][100/5010] lr: 7.500e-03, eta: 3 days, 1:09:30, time: 1.032, data_time: 0.007, memory: 10398, top1_acc: 0.4917, top5_acc: 0.7344, loss_cls: 2.2153, loss: 2.2153, grad_norm: 6.3128 2020-10-11 03:31:48,685 - mmaction - INFO - Epoch [4][120/5010] lr: 7.500e-03, eta: 3 days, 1:08:43, time: 1.042, data_time: 0.002, memory: 10398, top1_acc: 0.4885, top5_acc: 0.7521, loss_cls: 2.1427, loss: 2.1427, grad_norm: 6.1651 2020-10-11 03:32:10,434 - mmaction - INFO - Epoch [4][140/5010] lr: 7.500e-03, eta: 3 days, 1:08:11, time: 1.088, data_time: 0.002, memory: 10398, top1_acc: 0.4625, top5_acc: 0.7375, loss_cls: 2.2200, loss: 2.2200, grad_norm: 6.1139 2020-10-11 03:32:30,752 - mmaction - INFO - Epoch [4][160/5010] lr: 7.500e-03, eta: 3 days, 1:07:17, time: 1.016, data_time: 0.009, memory: 10398, top1_acc: 0.4698, top5_acc: 0.7323, loss_cls: 2.2350, loss: 2.2350, grad_norm: 6.4161 2020-10-11 03:32:51,574 - mmaction - INFO - Epoch [4][180/5010] lr: 7.500e-03, eta: 3 days, 1:06:31, time: 1.041, data_time: 0.002, memory: 10398, top1_acc: 0.4854, top5_acc: 0.7448, loss_cls: 2.2607, loss: 2.2607, grad_norm: 6.4182 2020-10-11 03:33:11,851 - mmaction - INFO - Epoch [4][200/5010] lr: 7.500e-03, eta: 3 days, 1:05:36, time: 1.013, data_time: 0.007, memory: 10398, top1_acc: 0.4854, top5_acc: 0.7344, loss_cls: 2.2241, loss: 2.2241, grad_norm: 6.0523 2020-10-11 03:33:32,985 - mmaction - INFO - Epoch [4][220/5010] lr: 7.500e-03, eta: 3 days, 1:04:54, time: 1.058, data_time: 0.003, memory: 10398, top1_acc: 0.4802, top5_acc: 0.7542, loss_cls: 2.1987, loss: 2.1987, grad_norm: 6.2960 2020-10-11 03:33:54,455 - mmaction - INFO - Epoch [4][240/5010] lr: 7.500e-03, eta: 3 days, 1:04:16, time: 1.067, data_time: 0.008, memory: 10398, top1_acc: 0.4823, top5_acc: 0.7417, loss_cls: 2.2154, loss: 2.2154, grad_norm: 6.3382 2020-10-11 03:34:15,104 - mmaction - INFO - Epoch [4][260/5010] lr: 7.500e-03, eta: 3 days, 1:03:29, time: 1.038, data_time: 0.010, memory: 10398, top1_acc: 0.4896, top5_acc: 0.7396, loss_cls: 2.1218, loss: 2.1218, grad_norm: 6.0399 2020-10-11 03:34:36,280 - mmaction - INFO - Epoch [4][280/5010] lr: 7.500e-03, eta: 3 days, 1:02:47, time: 1.054, data_time: 0.008, memory: 10398, top1_acc: 0.5021, top5_acc: 0.7573, loss_cls: 2.1146, loss: 2.1146, grad_norm: 6.1936 2020-10-11 03:34:56,044 - mmaction - INFO - Epoch [4][300/5010] lr: 7.500e-03, eta: 3 days, 1:01:46, time: 0.993, data_time: 0.009, memory: 10398, top1_acc: 0.4594, top5_acc: 0.7292, loss_cls: 2.2465, loss: 2.2465, grad_norm: 6.1816 2020-10-11 03:35:16,550 - mmaction - INFO - Epoch [4][320/5010] lr: 7.500e-03, eta: 3 days, 1:00:56, time: 1.025, data_time: 0.018, memory: 10398, top1_acc: 0.4990, top5_acc: 0.7458, loss_cls: 2.0995, loss: 2.0995, grad_norm: 6.2178 2020-10-11 03:35:37,983 - mmaction - INFO - Epoch [4][340/5010] lr: 7.500e-03, eta: 3 days, 1:00:19, time: 1.072, data_time: 0.098, memory: 10398, top1_acc: 0.4490, top5_acc: 0.7125, loss_cls: 2.3105, loss: 2.3105, grad_norm: 5.7284 2020-10-11 03:35:58,911 - mmaction - INFO - Epoch [4][360/5010] lr: 7.500e-03, eta: 3 days, 0:59:35, time: 1.047, data_time: 0.002, memory: 10398, top1_acc: 0.4948, top5_acc: 0.7521, loss_cls: 2.1597, loss: 2.1597, grad_norm: 6.1207 2020-10-11 03:36:20,270 - mmaction - INFO - Epoch [4][380/5010] lr: 7.500e-03, eta: 3 days, 0:58:58, time: 1.068, data_time: 0.002, memory: 10398, top1_acc: 0.4760, top5_acc: 0.7396, loss_cls: 2.2782, loss: 2.2782, grad_norm: 6.4435 2020-10-11 03:36:40,586 - mmaction - INFO - Epoch [4][400/5010] lr: 7.500e-03, eta: 3 days, 0:58:04, time: 1.014, data_time: 0.009, memory: 10398, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.1498, loss: 2.1498, grad_norm: 6.2863 2020-10-11 03:37:03,063 - mmaction - INFO - Epoch [4][420/5010] lr: 7.500e-03, eta: 3 days, 0:57:44, time: 1.126, data_time: 0.008, memory: 10398, top1_acc: 0.5073, top5_acc: 0.7562, loss_cls: 2.1111, loss: 2.1111, grad_norm: 6.0947 2020-10-11 03:37:23,406 - mmaction - INFO - Epoch [4][440/5010] lr: 7.500e-03, eta: 3 days, 0:56:51, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.5010, top5_acc: 0.7521, loss_cls: 2.1177, loss: 2.1177, grad_norm: 6.1122 2020-10-11 03:37:43,808 - mmaction - INFO - Epoch [4][460/5010] lr: 7.500e-03, eta: 3 days, 0:55:59, time: 1.020, data_time: 0.002, memory: 10398, top1_acc: 0.4677, top5_acc: 0.7375, loss_cls: 2.2005, loss: 2.2005, grad_norm: 6.2768 2020-10-11 03:38:05,585 - mmaction - INFO - Epoch [4][480/5010] lr: 7.500e-03, eta: 3 days, 0:55:27, time: 1.086, data_time: 0.007, memory: 10398, top1_acc: 0.4948, top5_acc: 0.7344, loss_cls: 2.1554, loss: 2.1554, grad_norm: 6.2615 2020-10-11 03:38:25,218 - mmaction - INFO - Epoch [4][500/5010] lr: 7.500e-03, eta: 3 days, 0:54:25, time: 0.983, data_time: 0.008, memory: 10398, top1_acc: 0.5063, top5_acc: 0.7385, loss_cls: 2.1537, loss: 2.1537, grad_norm: 6.0834 2020-10-11 03:38:45,135 - mmaction - INFO - Epoch [4][520/5010] lr: 7.500e-03, eta: 3 days, 0:53:26, time: 0.997, data_time: 0.046, memory: 10398, top1_acc: 0.4990, top5_acc: 0.7583, loss_cls: 2.0916, loss: 2.0916, grad_norm: 6.2755 2020-10-11 03:39:07,431 - mmaction - INFO - Epoch [4][540/5010] lr: 7.500e-03, eta: 3 days, 0:53:02, time: 1.110, data_time: 0.005, memory: 10398, top1_acc: 0.5115, top5_acc: 0.7760, loss_cls: 2.0085, loss: 2.0085, grad_norm: 6.0539 2020-10-11 03:39:27,757 - mmaction - INFO - Epoch [4][560/5010] lr: 7.500e-03, eta: 3 days, 0:52:10, time: 1.021, data_time: 0.008, memory: 10398, top1_acc: 0.5125, top5_acc: 0.7667, loss_cls: 2.1009, loss: 2.1009, grad_norm: 6.0475 2020-10-11 03:39:47,358 - mmaction - INFO - Epoch [4][580/5010] lr: 7.500e-03, eta: 3 days, 0:51:07, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.4729, top5_acc: 0.7427, loss_cls: 2.1932, loss: 2.1932, grad_norm: 6.2378 2020-10-11 03:40:08,974 - mmaction - INFO - Epoch [4][600/5010] lr: 7.500e-03, eta: 3 days, 0:50:34, time: 1.081, data_time: 0.005, memory: 10398, top1_acc: 0.4938, top5_acc: 0.7187, loss_cls: 2.1944, loss: 2.1944, grad_norm: 6.2713 2020-10-11 03:40:30,414 - mmaction - INFO - Epoch [4][620/5010] lr: 7.500e-03, eta: 3 days, 0:49:58, time: 1.072, data_time: 0.002, memory: 10398, top1_acc: 0.4771, top5_acc: 0.7469, loss_cls: 2.1976, loss: 2.1976, grad_norm: 6.1796 2020-10-11 03:40:50,563 - mmaction - INFO - Epoch [4][640/5010] lr: 7.500e-03, eta: 3 days, 0:49:03, time: 1.007, data_time: 0.002, memory: 10398, top1_acc: 0.5260, top5_acc: 0.7917, loss_cls: 1.9923, loss: 1.9923, grad_norm: 6.0401 2020-10-11 03:41:12,337 - mmaction - INFO - Epoch [4][660/5010] lr: 7.500e-03, eta: 3 days, 0:48:33, time: 1.089, data_time: 0.006, memory: 10398, top1_acc: 0.4813, top5_acc: 0.7323, loss_cls: 2.2430, loss: 2.2430, grad_norm: 6.5826 2020-10-11 03:41:32,705 - mmaction - INFO - Epoch [4][680/5010] lr: 7.500e-03, eta: 3 days, 0:47:41, time: 1.018, data_time: 0.002, memory: 10398, top1_acc: 0.4563, top5_acc: 0.7333, loss_cls: 2.2738, loss: 2.2738, grad_norm: 6.0641 2020-10-11 03:41:53,279 - mmaction - INFO - Epoch [4][700/5010] lr: 7.500e-03, eta: 3 days, 0:46:53, time: 1.029, data_time: 0.009, memory: 10398, top1_acc: 0.5063, top5_acc: 0.7635, loss_cls: 2.0598, loss: 2.0598, grad_norm: 6.0675 2020-10-11 03:42:13,760 - mmaction - INFO - Epoch [4][720/5010] lr: 7.500e-03, eta: 3 days, 0:46:03, time: 1.024, data_time: 0.002, memory: 10398, top1_acc: 0.4750, top5_acc: 0.7281, loss_cls: 2.2063, loss: 2.2063, grad_norm: 6.2185 2020-10-11 03:42:34,479 - mmaction - INFO - Epoch [4][740/5010] lr: 7.500e-03, eta: 3 days, 0:45:14, time: 1.028, data_time: 0.008, memory: 10398, top1_acc: 0.4813, top5_acc: 0.7281, loss_cls: 2.1971, loss: 2.1971, grad_norm: 6.1771 2020-10-11 03:42:55,457 - mmaction - INFO - Epoch [4][760/5010] lr: 7.500e-03, eta: 3 days, 0:44:34, time: 1.057, data_time: 0.011, memory: 10398, top1_acc: 0.4948, top5_acc: 0.7333, loss_cls: 2.1925, loss: 2.1925, grad_norm: 5.8147 2020-10-11 03:43:16,787 - mmaction - INFO - Epoch [4][780/5010] lr: 7.500e-03, eta: 3 days, 0:43:57, time: 1.066, data_time: 0.002, memory: 10398, top1_acc: 0.4802, top5_acc: 0.7417, loss_cls: 2.2284, loss: 2.2284, grad_norm: 6.2818 2020-10-11 03:43:38,058 - mmaction - INFO - Epoch [4][800/5010] lr: 7.500e-03, eta: 3 days, 0:43:20, time: 1.064, data_time: 0.005, memory: 10398, top1_acc: 0.4458, top5_acc: 0.7458, loss_cls: 2.2339, loss: 2.2339, grad_norm: 6.2175 2020-10-11 03:43:58,794 - mmaction - INFO - Epoch [4][820/5010] lr: 7.500e-03, eta: 3 days, 0:42:34, time: 1.037, data_time: 0.003, memory: 10398, top1_acc: 0.4854, top5_acc: 0.7375, loss_cls: 2.1851, loss: 2.1851, grad_norm: 6.0854 2020-10-11 03:44:19,493 - mmaction - INFO - Epoch [4][840/5010] lr: 7.500e-03, eta: 3 days, 0:41:48, time: 1.035, data_time: 0.005, memory: 10398, top1_acc: 0.5083, top5_acc: 0.7583, loss_cls: 2.0656, loss: 2.0656, grad_norm: 5.9671 2020-10-11 03:44:40,526 - mmaction - INFO - Epoch [4][860/5010] lr: 7.500e-03, eta: 3 days, 0:41:06, time: 1.048, data_time: 0.008, memory: 10398, top1_acc: 0.4885, top5_acc: 0.7490, loss_cls: 2.1623, loss: 2.1623, grad_norm: 6.2304 2020-10-11 03:45:01,190 - mmaction - INFO - Epoch [4][880/5010] lr: 7.500e-03, eta: 3 days, 0:40:20, time: 1.038, data_time: 0.008, memory: 10398, top1_acc: 0.5063, top5_acc: 0.7656, loss_cls: 2.0918, loss: 2.0918, grad_norm: 6.3686 2020-10-11 03:45:21,655 - mmaction - INFO - Epoch [4][900/5010] lr: 7.500e-03, eta: 3 days, 0:39:31, time: 1.023, data_time: 0.002, memory: 10398, top1_acc: 0.4948, top5_acc: 0.7333, loss_cls: 2.2319, loss: 2.2319, grad_norm: 5.8381 2020-10-11 03:45:41,862 - mmaction - INFO - Epoch [4][920/5010] lr: 7.500e-03, eta: 3 days, 0:38:38, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.4948, top5_acc: 0.7375, loss_cls: 2.2003, loss: 2.2003, grad_norm: 6.0661 2020-10-11 03:46:03,254 - mmaction - INFO - Epoch [4][940/5010] lr: 7.500e-03, eta: 3 days, 0:38:02, time: 1.069, data_time: 0.008, memory: 10398, top1_acc: 0.5042, top5_acc: 0.7417, loss_cls: 2.1676, loss: 2.1676, grad_norm: 6.0101 2020-10-11 03:46:24,274 - mmaction - INFO - Epoch [4][960/5010] lr: 7.500e-03, eta: 3 days, 0:37:21, time: 1.051, data_time: 0.002, memory: 10398, top1_acc: 0.4844, top5_acc: 0.7521, loss_cls: 2.1227, loss: 2.1227, grad_norm: 6.2981 2020-10-11 03:46:44,902 - mmaction - INFO - Epoch [4][980/5010] lr: 7.500e-03, eta: 3 days, 0:36:34, time: 1.032, data_time: 0.002, memory: 10398, top1_acc: 0.4781, top5_acc: 0.7375, loss_cls: 2.2189, loss: 2.2189, grad_norm: 6.2700 2020-10-11 03:47:05,691 - mmaction - INFO - Epoch [4][1000/5010] lr: 7.500e-03, eta: 3 days, 0:35:50, time: 1.039, data_time: 0.007, memory: 10398, top1_acc: 0.4948, top5_acc: 0.7448, loss_cls: 2.1520, loss: 2.1520, grad_norm: 6.1190 2020-10-11 03:47:26,686 - mmaction - INFO - Epoch [4][1020/5010] lr: 7.500e-03, eta: 3 days, 0:35:09, time: 1.050, data_time: 0.008, memory: 10398, top1_acc: 0.4896, top5_acc: 0.7458, loss_cls: 2.1721, loss: 2.1721, grad_norm: 6.2199 2020-10-11 03:47:48,270 - mmaction - INFO - Epoch [4][1040/5010] lr: 7.500e-03, eta: 3 days, 0:34:36, time: 1.079, data_time: 0.002, memory: 10398, top1_acc: 0.4813, top5_acc: 0.7479, loss_cls: 2.2145, loss: 2.2145, grad_norm: 6.1224 2020-10-11 03:48:08,377 - mmaction - INFO - Epoch [4][1060/5010] lr: 7.500e-03, eta: 3 days, 0:33:42, time: 1.004, data_time: 0.006, memory: 10398, top1_acc: 0.4802, top5_acc: 0.7063, loss_cls: 2.2481, loss: 2.2481, grad_norm: 5.8918 2020-10-11 03:48:28,600 - mmaction - INFO - Epoch [4][1080/5010] lr: 7.500e-03, eta: 3 days, 0:32:50, time: 1.013, data_time: 0.003, memory: 10398, top1_acc: 0.4885, top5_acc: 0.7729, loss_cls: 2.0520, loss: 2.0520, grad_norm: 6.0285 2020-10-11 03:48:49,309 - mmaction - INFO - Epoch [4][1100/5010] lr: 7.500e-03, eta: 3 days, 0:32:05, time: 1.036, data_time: 0.002, memory: 10398, top1_acc: 0.4948, top5_acc: 0.7490, loss_cls: 2.1712, loss: 2.1712, grad_norm: 6.2265 2020-10-11 03:49:09,967 - mmaction - INFO - Epoch [4][1120/5010] lr: 7.500e-03, eta: 3 days, 0:31:17, time: 1.027, data_time: 0.011, memory: 10398, top1_acc: 0.5208, top5_acc: 0.7698, loss_cls: 2.0368, loss: 2.0368, grad_norm: 6.2594 2020-10-11 03:49:30,490 - mmaction - INFO - Epoch [4][1140/5010] lr: 7.500e-03, eta: 3 days, 0:30:31, time: 1.032, data_time: 0.010, memory: 10398, top1_acc: 0.4865, top5_acc: 0.7552, loss_cls: 2.1618, loss: 2.1618, grad_norm: 6.0915 2020-10-11 03:49:51,123 - mmaction - INFO - Epoch [4][1160/5010] lr: 7.500e-03, eta: 3 days, 0:29:45, time: 1.031, data_time: 0.002, memory: 10398, top1_acc: 0.4875, top5_acc: 0.7573, loss_cls: 2.1530, loss: 2.1530, grad_norm: 6.1915 2020-10-11 03:50:12,633 - mmaction - INFO - Epoch [4][1180/5010] lr: 7.500e-03, eta: 3 days, 0:29:11, time: 1.074, data_time: 0.068, memory: 10398, top1_acc: 0.4812, top5_acc: 0.7510, loss_cls: 2.2063, loss: 2.2063, grad_norm: 5.8431 2020-10-11 03:50:34,280 - mmaction - INFO - Epoch [4][1200/5010] lr: 7.500e-03, eta: 3 days, 0:28:40, time: 1.085, data_time: 0.201, memory: 10398, top1_acc: 0.4688, top5_acc: 0.7594, loss_cls: 2.1123, loss: 2.1123, grad_norm: 6.2821 2020-10-11 03:50:54,956 - mmaction - INFO - Epoch [4][1220/5010] lr: 7.500e-03, eta: 3 days, 0:27:55, time: 1.033, data_time: 0.133, memory: 10398, top1_acc: 0.5031, top5_acc: 0.7396, loss_cls: 2.1412, loss: 2.1412, grad_norm: 5.7881 2020-10-11 03:51:15,824 - mmaction - INFO - Epoch [4][1240/5010] lr: 7.500e-03, eta: 3 days, 0:27:12, time: 1.044, data_time: 0.147, memory: 10398, top1_acc: 0.5063, top5_acc: 0.7406, loss_cls: 2.1566, loss: 2.1566, grad_norm: 6.2509 2020-10-11 03:51:35,406 - mmaction - INFO - Epoch [4][1260/5010] lr: 7.500e-03, eta: 3 days, 0:26:11, time: 0.977, data_time: 0.051, memory: 10398, top1_acc: 0.4823, top5_acc: 0.7354, loss_cls: 2.2508, loss: 2.2508, grad_norm: 6.1691 2020-10-11 03:51:56,526 - mmaction - INFO - Epoch [4][1280/5010] lr: 7.500e-03, eta: 3 days, 0:25:33, time: 1.059, data_time: 0.106, memory: 10398, top1_acc: 0.4979, top5_acc: 0.7438, loss_cls: 2.1737, loss: 2.1737, grad_norm: 6.2023 2020-10-11 03:52:19,648 - mmaction - INFO - Epoch [4][1300/5010] lr: 7.500e-03, eta: 3 days, 0:25:23, time: 1.156, data_time: 0.188, memory: 10398, top1_acc: 0.4844, top5_acc: 0.7250, loss_cls: 2.1644, loss: 2.1644, grad_norm: 6.0255 2020-10-11 03:52:37,951 - mmaction - INFO - Epoch [4][1320/5010] lr: 7.500e-03, eta: 3 days, 0:24:03, time: 0.914, data_time: 0.002, memory: 10398, top1_acc: 0.5031, top5_acc: 0.7479, loss_cls: 2.1278, loss: 2.1278, grad_norm: 6.1155 2020-10-11 03:52:58,997 - mmaction - INFO - Epoch [4][1340/5010] lr: 7.500e-03, eta: 3 days, 0:23:24, time: 1.053, data_time: 0.010, memory: 10398, top1_acc: 0.5302, top5_acc: 0.7781, loss_cls: 2.0302, loss: 2.0302, grad_norm: 6.1939 2020-10-11 03:53:20,460 - mmaction - INFO - Epoch [4][1360/5010] lr: 7.500e-03, eta: 3 days, 0:22:50, time: 1.073, data_time: 0.119, memory: 10398, top1_acc: 0.4760, top5_acc: 0.7427, loss_cls: 2.1626, loss: 2.1626, grad_norm: 6.0757 2020-10-11 03:53:40,572 - mmaction - INFO - Epoch [4][1380/5010] lr: 7.500e-03, eta: 3 days, 0:21:57, time: 1.006, data_time: 0.008, memory: 10398, top1_acc: 0.4948, top5_acc: 0.7625, loss_cls: 2.0939, loss: 2.0939, grad_norm: 5.8943 2020-10-11 03:54:01,915 - mmaction - INFO - Epoch [4][1400/5010] lr: 7.500e-03, eta: 3 days, 0:21:22, time: 1.067, data_time: 0.055, memory: 10398, top1_acc: 0.4823, top5_acc: 0.7406, loss_cls: 2.2679, loss: 2.2679, grad_norm: 6.3554 2020-10-11 03:54:22,631 - mmaction - INFO - Epoch [4][1420/5010] lr: 7.500e-03, eta: 3 days, 0:20:38, time: 1.036, data_time: 0.048, memory: 10398, top1_acc: 0.5052, top5_acc: 0.7552, loss_cls: 2.1577, loss: 2.1577, grad_norm: 5.7921 2020-10-11 03:54:43,472 - mmaction - INFO - Epoch [4][1440/5010] lr: 7.500e-03, eta: 3 days, 0:19:55, time: 1.042, data_time: 0.004, memory: 10398, top1_acc: 0.5115, top5_acc: 0.7625, loss_cls: 2.1074, loss: 2.1074, grad_norm: 6.1144 2020-10-11 03:55:04,894 - mmaction - INFO - Epoch [4][1460/5010] lr: 7.500e-03, eta: 3 days, 0:19:21, time: 1.071, data_time: 0.008, memory: 10398, top1_acc: 0.5135, top5_acc: 0.7552, loss_cls: 2.1157, loss: 2.1157, grad_norm: 6.2888 2020-10-11 03:55:26,228 - mmaction - INFO - Epoch [4][1480/5010] lr: 7.500e-03, eta: 3 days, 0:18:46, time: 1.067, data_time: 0.002, memory: 10398, top1_acc: 0.5063, top5_acc: 0.7656, loss_cls: 2.1190, loss: 2.1190, grad_norm: 6.2182 2020-10-11 03:55:46,387 - mmaction - INFO - Epoch [4][1500/5010] lr: 7.500e-03, eta: 3 days, 0:17:54, time: 1.008, data_time: 0.002, memory: 10398, top1_acc: 0.4885, top5_acc: 0.7500, loss_cls: 2.2098, loss: 2.2098, grad_norm: 5.9620 2020-10-11 03:56:06,612 - mmaction - INFO - Epoch [4][1520/5010] lr: 7.500e-03, eta: 3 days, 0:17:03, time: 1.011, data_time: 0.005, memory: 10398, top1_acc: 0.5052, top5_acc: 0.7562, loss_cls: 2.0946, loss: 2.0946, grad_norm: 6.1325 2020-10-11 03:56:27,676 - mmaction - INFO - Epoch [4][1540/5010] lr: 7.500e-03, eta: 3 days, 0:16:24, time: 1.054, data_time: 0.009, memory: 10398, top1_acc: 0.4823, top5_acc: 0.7219, loss_cls: 2.2501, loss: 2.2501, grad_norm: 6.2858 2020-10-11 03:56:47,711 - mmaction - INFO - Epoch [4][1560/5010] lr: 7.500e-03, eta: 3 days, 0:15:31, time: 1.002, data_time: 0.043, memory: 10398, top1_acc: 0.4948, top5_acc: 0.7323, loss_cls: 2.1770, loss: 2.1770, grad_norm: 6.0198 2020-10-11 03:57:08,330 - mmaction - INFO - Epoch [4][1580/5010] lr: 7.500e-03, eta: 3 days, 0:14:46, time: 1.031, data_time: 0.014, memory: 10398, top1_acc: 0.4927, top5_acc: 0.7500, loss_cls: 2.1278, loss: 2.1278, grad_norm: 6.3616 2020-10-11 03:57:29,016 - mmaction - INFO - Epoch [4][1600/5010] lr: 7.500e-03, eta: 3 days, 0:14:02, time: 1.034, data_time: 0.006, memory: 10398, top1_acc: 0.4698, top5_acc: 0.7375, loss_cls: 2.2702, loss: 2.2702, grad_norm: 6.0018 2020-10-11 03:57:51,133 - mmaction - INFO - Epoch [4][1620/5010] lr: 7.500e-03, eta: 3 days, 0:13:38, time: 1.106, data_time: 0.002, memory: 10398, top1_acc: 0.5167, top5_acc: 0.7594, loss_cls: 2.0604, loss: 2.0604, grad_norm: 5.8005 2020-10-11 03:58:11,376 - mmaction - INFO - Epoch [4][1640/5010] lr: 7.500e-03, eta: 3 days, 0:12:47, time: 1.008, data_time: 0.006, memory: 10398, top1_acc: 0.5156, top5_acc: 0.7490, loss_cls: 2.0394, loss: 2.0394, grad_norm: 5.8532 2020-10-11 03:58:31,750 - mmaction - INFO - Epoch [4][1660/5010] lr: 7.500e-03, eta: 3 days, 0:11:59, time: 1.021, data_time: 0.008, memory: 10398, top1_acc: 0.4969, top5_acc: 0.7437, loss_cls: 2.1981, loss: 2.1981, grad_norm: 6.1047 2020-10-11 03:58:53,432 - mmaction - INFO - Epoch [4][1680/5010] lr: 7.500e-03, eta: 3 days, 0:11:27, time: 1.077, data_time: 0.006, memory: 10398, top1_acc: 0.4760, top5_acc: 0.7365, loss_cls: 2.1961, loss: 2.1961, grad_norm: 6.2804 2020-10-11 03:59:14,017 - mmaction - INFO - Epoch [4][1700/5010] lr: 7.500e-03, eta: 3 days, 0:10:44, time: 1.037, data_time: 0.012, memory: 10398, top1_acc: 0.5083, top5_acc: 0.7583, loss_cls: 2.1244, loss: 2.1244, grad_norm: 5.9191 2020-10-11 03:59:35,539 - mmaction - INFO - Epoch [4][1720/5010] lr: 7.500e-03, eta: 3 days, 0:10:11, time: 1.074, data_time: 0.008, memory: 10398, top1_acc: 0.4844, top5_acc: 0.7385, loss_cls: 2.2090, loss: 2.2090, grad_norm: 6.0711 2020-10-11 03:59:57,131 - mmaction - INFO - Epoch [4][1740/5010] lr: 7.500e-03, eta: 3 days, 0:09:41, time: 1.082, data_time: 0.008, memory: 10398, top1_acc: 0.4802, top5_acc: 0.7521, loss_cls: 2.1883, loss: 2.1883, grad_norm: 5.8664 2020-10-11 04:00:18,761 - mmaction - INFO - Epoch [4][1760/5010] lr: 7.500e-03, eta: 3 days, 0:09:06, time: 1.068, data_time: 0.003, memory: 10398, top1_acc: 0.5208, top5_acc: 0.7688, loss_cls: 1.9768, loss: 1.9768, grad_norm: 5.9466 2020-10-11 04:00:39,769 - mmaction - INFO - Epoch [4][1780/5010] lr: 7.500e-03, eta: 3 days, 0:08:30, time: 1.061, data_time: 0.025, memory: 10398, top1_acc: 0.4792, top5_acc: 0.7521, loss_cls: 2.2140, loss: 2.2140, grad_norm: 6.1274 2020-10-11 04:01:02,389 - mmaction - INFO - Epoch [4][1800/5010] lr: 7.500e-03, eta: 3 days, 0:08:13, time: 1.129, data_time: 0.011, memory: 10398, top1_acc: 0.5000, top5_acc: 0.7417, loss_cls: 2.1178, loss: 2.1178, grad_norm: 6.0344 2020-10-11 04:01:21,124 - mmaction - INFO - Epoch [4][1820/5010] lr: 7.500e-03, eta: 3 days, 0:07:04, time: 0.941, data_time: 0.015, memory: 10398, top1_acc: 0.5052, top5_acc: 0.7521, loss_cls: 2.0938, loss: 2.0938, grad_norm: 6.1171 2020-10-11 04:01:41,256 - mmaction - INFO - Epoch [4][1840/5010] lr: 7.500e-03, eta: 3 days, 0:06:13, time: 1.007, data_time: 0.002, memory: 10398, top1_acc: 0.5271, top5_acc: 0.7510, loss_cls: 2.0636, loss: 2.0636, grad_norm: 5.7533 2020-10-11 04:02:02,659 - mmaction - INFO - Epoch [4][1860/5010] lr: 7.500e-03, eta: 3 days, 0:05:38, time: 1.067, data_time: 0.002, memory: 10398, top1_acc: 0.4875, top5_acc: 0.7625, loss_cls: 2.1070, loss: 2.1070, grad_norm: 6.0405 2020-10-11 04:02:22,586 - mmaction - INFO - Epoch [4][1880/5010] lr: 7.500e-03, eta: 3 days, 0:04:45, time: 0.999, data_time: 0.008, memory: 10398, top1_acc: 0.5000, top5_acc: 0.7344, loss_cls: 2.1545, loss: 2.1545, grad_norm: 6.1050 2020-10-11 04:02:42,362 - mmaction - INFO - Epoch [4][1900/5010] lr: 7.500e-03, eta: 3 days, 0:03:49, time: 0.989, data_time: 0.002, memory: 10398, top1_acc: 0.5042, top5_acc: 0.7521, loss_cls: 2.1335, loss: 2.1335, grad_norm: 6.3101 2020-10-11 04:03:03,375 - mmaction - INFO - Epoch [4][1920/5010] lr: 7.500e-03, eta: 3 days, 0:03:09, time: 1.046, data_time: 0.007, memory: 10398, top1_acc: 0.4719, top5_acc: 0.7312, loss_cls: 2.2103, loss: 2.2103, grad_norm: 6.0693 2020-10-11 04:03:23,047 - mmaction - INFO - Epoch [4][1940/5010] lr: 7.500e-03, eta: 3 days, 0:02:13, time: 0.988, data_time: 0.008, memory: 10398, top1_acc: 0.4906, top5_acc: 0.7583, loss_cls: 2.1854, loss: 2.1854, grad_norm: 6.2223 2020-10-11 04:03:44,168 - mmaction - INFO - Epoch [4][1960/5010] lr: 7.500e-03, eta: 3 days, 0:01:35, time: 1.052, data_time: 0.003, memory: 10398, top1_acc: 0.4854, top5_acc: 0.7271, loss_cls: 2.2205, loss: 2.2205, grad_norm: 5.9869 2020-10-11 04:04:03,571 - mmaction - INFO - Epoch [4][1980/5010] lr: 7.500e-03, eta: 3 days, 0:00:35, time: 0.976, data_time: 0.009, memory: 10398, top1_acc: 0.4927, top5_acc: 0.7490, loss_cls: 2.1602, loss: 2.1602, grad_norm: 6.2943 2020-10-11 04:04:24,354 - mmaction - INFO - Epoch [4][2000/5010] lr: 7.500e-03, eta: 2 days, 23:59:54, time: 1.039, data_time: 0.006, memory: 10398, top1_acc: 0.5271, top5_acc: 0.7229, loss_cls: 2.1142, loss: 2.1142, grad_norm: 6.1042 2020-10-11 04:04:43,539 - mmaction - INFO - Epoch [4][2020/5010] lr: 7.500e-03, eta: 2 days, 23:58:50, time: 0.959, data_time: 0.002, memory: 10398, top1_acc: 0.5063, top5_acc: 0.7646, loss_cls: 2.1139, loss: 2.1139, grad_norm: 6.4984 2020-10-11 04:05:03,203 - mmaction - INFO - Epoch [4][2040/5010] lr: 7.500e-03, eta: 2 days, 23:57:53, time: 0.984, data_time: 0.007, memory: 10398, top1_acc: 0.4792, top5_acc: 0.7385, loss_cls: 2.1853, loss: 2.1853, grad_norm: 6.1103 2020-10-11 04:05:22,582 - mmaction - INFO - Epoch [4][2060/5010] lr: 7.500e-03, eta: 2 days, 23:56:53, time: 0.969, data_time: 0.003, memory: 10398, top1_acc: 0.5083, top5_acc: 0.7521, loss_cls: 2.1133, loss: 2.1133, grad_norm: 6.0068 2020-10-11 04:05:42,326 - mmaction - INFO - Epoch [4][2080/5010] lr: 7.500e-03, eta: 2 days, 23:55:57, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.5083, top5_acc: 0.7354, loss_cls: 2.1687, loss: 2.1687, grad_norm: 6.2885 2020-10-11 04:06:02,669 - mmaction - INFO - Epoch [4][2100/5010] lr: 7.500e-03, eta: 2 days, 23:55:10, time: 1.018, data_time: 0.002, memory: 10398, top1_acc: 0.5010, top5_acc: 0.7510, loss_cls: 2.1592, loss: 2.1592, grad_norm: 6.0408 2020-10-11 04:06:22,346 - mmaction - INFO - Epoch [4][2120/5010] lr: 7.500e-03, eta: 2 days, 23:54:13, time: 0.984, data_time: 0.002, memory: 10398, top1_acc: 0.4677, top5_acc: 0.7427, loss_cls: 2.2181, loss: 2.2181, grad_norm: 6.1892 2020-10-11 04:06:42,807 - mmaction - INFO - Epoch [4][2140/5010] lr: 7.500e-03, eta: 2 days, 23:53:27, time: 1.023, data_time: 0.002, memory: 10398, top1_acc: 0.4948, top5_acc: 0.7427, loss_cls: 2.1852, loss: 2.1852, grad_norm: 5.9962 2020-10-11 04:07:02,182 - mmaction - INFO - Epoch [4][2160/5010] lr: 7.500e-03, eta: 2 days, 23:52:27, time: 0.969, data_time: 0.006, memory: 10398, top1_acc: 0.5073, top5_acc: 0.7323, loss_cls: 2.1068, loss: 2.1068, grad_norm: 6.0033 2020-10-11 04:07:21,581 - mmaction - INFO - Epoch [4][2180/5010] lr: 7.500e-03, eta: 2 days, 23:51:27, time: 0.968, data_time: 0.007, memory: 10398, top1_acc: 0.4833, top5_acc: 0.7479, loss_cls: 2.1751, loss: 2.1751, grad_norm: 6.1257 2020-10-11 04:07:42,266 - mmaction - INFO - Epoch [4][2200/5010] lr: 7.500e-03, eta: 2 days, 23:50:45, time: 1.036, data_time: 0.004, memory: 10398, top1_acc: 0.4760, top5_acc: 0.7333, loss_cls: 2.2874, loss: 2.2874, grad_norm: 6.3680 2020-10-11 04:08:02,384 - mmaction - INFO - Epoch [4][2220/5010] lr: 7.500e-03, eta: 2 days, 23:49:55, time: 1.006, data_time: 0.007, memory: 10398, top1_acc: 0.5250, top5_acc: 0.7719, loss_cls: 2.0002, loss: 2.0002, grad_norm: 5.9139 2020-10-11 04:08:21,976 - mmaction - INFO - Epoch [4][2240/5010] lr: 7.500e-03, eta: 2 days, 23:48:58, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.5010, top5_acc: 0.7448, loss_cls: 2.1494, loss: 2.1494, grad_norm: 6.2933 2020-10-11 04:08:41,732 - mmaction - INFO - Epoch [4][2260/5010] lr: 7.500e-03, eta: 2 days, 23:48:03, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.4927, top5_acc: 0.7417, loss_cls: 2.1621, loss: 2.1621, grad_norm: 6.3202 2020-10-11 04:09:02,193 - mmaction - INFO - Epoch [4][2280/5010] lr: 7.500e-03, eta: 2 days, 23:47:18, time: 1.023, data_time: 0.007, memory: 10398, top1_acc: 0.4729, top5_acc: 0.7469, loss_cls: 2.2142, loss: 2.2142, grad_norm: 6.3583 2020-10-11 04:09:21,816 - mmaction - INFO - Epoch [4][2300/5010] lr: 7.500e-03, eta: 2 days, 23:46:22, time: 0.981, data_time: 0.002, memory: 10398, top1_acc: 0.4927, top5_acc: 0.7417, loss_cls: 2.1778, loss: 2.1778, grad_norm: 5.9027 2020-10-11 04:09:41,573 - mmaction - INFO - Epoch [4][2320/5010] lr: 7.500e-03, eta: 2 days, 23:45:27, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.4875, top5_acc: 0.7417, loss_cls: 2.2111, loss: 2.2111, grad_norm: 6.2507 2020-10-11 04:10:02,101 - mmaction - INFO - Epoch [4][2340/5010] lr: 7.500e-03, eta: 2 days, 23:44:43, time: 1.027, data_time: 0.007, memory: 10398, top1_acc: 0.4927, top5_acc: 0.7646, loss_cls: 2.1114, loss: 2.1114, grad_norm: 6.0978 2020-10-11 04:10:21,974 - mmaction - INFO - Epoch [4][2360/5010] lr: 7.500e-03, eta: 2 days, 23:43:50, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.4656, top5_acc: 0.7104, loss_cls: 2.2393, loss: 2.2393, grad_norm: 6.1827 2020-10-11 04:10:41,969 - mmaction - INFO - Epoch [4][2380/5010] lr: 7.500e-03, eta: 2 days, 23:42:59, time: 1.000, data_time: 0.002, memory: 10398, top1_acc: 0.4854, top5_acc: 0.7510, loss_cls: 2.1310, loss: 2.1310, grad_norm: 6.4149 2020-10-11 04:11:02,198 - mmaction - INFO - Epoch [4][2400/5010] lr: 7.500e-03, eta: 2 days, 23:42:10, time: 1.005, data_time: 0.007, memory: 10398, top1_acc: 0.4990, top5_acc: 0.7385, loss_cls: 2.1987, loss: 2.1987, grad_norm: 6.0712 2020-10-11 04:11:23,041 - mmaction - INFO - Epoch [4][2420/5010] lr: 7.500e-03, eta: 2 days, 23:41:31, time: 1.047, data_time: 0.009, memory: 10398, top1_acc: 0.4948, top5_acc: 0.7448, loss_cls: 2.1749, loss: 2.1749, grad_norm: 6.1516 2020-10-11 04:11:42,707 - mmaction - INFO - Epoch [4][2440/5010] lr: 7.500e-03, eta: 2 days, 23:40:36, time: 0.984, data_time: 0.003, memory: 10398, top1_acc: 0.5031, top5_acc: 0.7375, loss_cls: 2.1963, loss: 2.1963, grad_norm: 6.0405 2020-10-11 04:12:03,462 - mmaction - INFO - Epoch [4][2460/5010] lr: 7.500e-03, eta: 2 days, 23:39:56, time: 1.037, data_time: 0.006, memory: 10398, top1_acc: 0.4812, top5_acc: 0.7417, loss_cls: 2.1827, loss: 2.1827, grad_norm: 6.3781 2020-10-11 04:12:23,245 - mmaction - INFO - Epoch [4][2480/5010] lr: 7.500e-03, eta: 2 days, 23:39:02, time: 0.989, data_time: 0.002, memory: 10398, top1_acc: 0.5156, top5_acc: 0.7469, loss_cls: 2.1542, loss: 2.1542, grad_norm: 6.2285 2020-10-11 04:12:42,816 - mmaction - INFO - Epoch [4][2500/5010] lr: 7.500e-03, eta: 2 days, 23:38:06, time: 0.979, data_time: 0.006, memory: 10398, top1_acc: 0.5010, top5_acc: 0.7531, loss_cls: 2.1277, loss: 2.1277, grad_norm: 6.0732 2020-10-11 04:13:02,904 - mmaction - INFO - Epoch [4][2520/5010] lr: 7.500e-03, eta: 2 days, 23:37:16, time: 1.004, data_time: 0.002, memory: 10398, top1_acc: 0.5146, top5_acc: 0.7542, loss_cls: 2.0878, loss: 2.0878, grad_norm: 5.9794 2020-10-11 04:13:22,981 - mmaction - INFO - Epoch [4][2540/5010] lr: 7.500e-03, eta: 2 days, 23:36:27, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.4625, top5_acc: 0.7156, loss_cls: 2.2838, loss: 2.2838, grad_norm: 6.1988 2020-10-11 04:13:43,004 - mmaction - INFO - Epoch [4][2560/5010] lr: 7.500e-03, eta: 2 days, 23:35:37, time: 1.002, data_time: 0.003, memory: 10398, top1_acc: 0.5083, top5_acc: 0.7583, loss_cls: 2.1360, loss: 2.1360, grad_norm: 6.2083 2020-10-11 04:14:02,722 - mmaction - INFO - Epoch [4][2580/5010] lr: 7.500e-03, eta: 2 days, 23:34:43, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.5094, top5_acc: 0.7531, loss_cls: 2.1131, loss: 2.1131, grad_norm: 6.0027 2020-10-11 04:14:22,654 - mmaction - INFO - Epoch [4][2600/5010] lr: 7.500e-03, eta: 2 days, 23:33:52, time: 0.996, data_time: 0.002, memory: 10398, top1_acc: 0.4948, top5_acc: 0.7740, loss_cls: 2.0840, loss: 2.0840, grad_norm: 6.0097 2020-10-11 04:14:43,228 - mmaction - INFO - Epoch [4][2620/5010] lr: 7.500e-03, eta: 2 days, 23:33:09, time: 1.030, data_time: 0.003, memory: 10398, top1_acc: 0.4917, top5_acc: 0.7563, loss_cls: 2.1742, loss: 2.1742, grad_norm: 6.2913 2020-10-11 04:15:02,950 - mmaction - INFO - Epoch [4][2640/5010] lr: 7.500e-03, eta: 2 days, 23:32:15, time: 0.986, data_time: 0.006, memory: 10398, top1_acc: 0.4813, top5_acc: 0.7594, loss_cls: 2.1361, loss: 2.1361, grad_norm: 6.0206 2020-10-11 04:15:23,454 - mmaction - INFO - Epoch [4][2660/5010] lr: 7.500e-03, eta: 2 days, 23:31:32, time: 1.025, data_time: 0.002, memory: 10398, top1_acc: 0.4885, top5_acc: 0.7479, loss_cls: 2.2197, loss: 2.2197, grad_norm: 6.4311 2020-10-11 04:15:43,666 - mmaction - INFO - Epoch [4][2680/5010] lr: 7.500e-03, eta: 2 days, 23:30:45, time: 1.010, data_time: 0.002, memory: 10398, top1_acc: 0.5052, top5_acc: 0.7552, loss_cls: 2.0937, loss: 2.0937, grad_norm: 5.8948 2020-10-11 04:16:04,490 - mmaction - INFO - Epoch [4][2700/5010] lr: 7.500e-03, eta: 2 days, 23:30:06, time: 1.041, data_time: 0.007, memory: 10398, top1_acc: 0.4792, top5_acc: 0.7354, loss_cls: 2.2256, loss: 2.2256, grad_norm: 6.4003 2020-10-11 04:16:23,529 - mmaction - INFO - Epoch [4][2720/5010] lr: 7.500e-03, eta: 2 days, 23:29:03, time: 0.950, data_time: 0.002, memory: 10398, top1_acc: 0.4958, top5_acc: 0.7510, loss_cls: 2.1733, loss: 2.1733, grad_norm: 5.9094 2020-10-11 04:16:43,079 - mmaction - INFO - Epoch [4][2740/5010] lr: 7.500e-03, eta: 2 days, 23:28:07, time: 0.979, data_time: 0.008, memory: 10398, top1_acc: 0.4917, top5_acc: 0.7365, loss_cls: 2.2119, loss: 2.2119, grad_norm: 6.2452 2020-10-11 04:17:03,348 - mmaction - INFO - Epoch [4][2760/5010] lr: 7.500e-03, eta: 2 days, 23:27:21, time: 1.013, data_time: 0.008, memory: 10398, top1_acc: 0.4948, top5_acc: 0.7604, loss_cls: 2.1391, loss: 2.1391, grad_norm: 5.6970 2020-10-11 04:17:22,940 - mmaction - INFO - Epoch [4][2780/5010] lr: 7.500e-03, eta: 2 days, 23:26:26, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.4823, top5_acc: 0.7448, loss_cls: 2.1464, loss: 2.1464, grad_norm: 6.0783 2020-10-11 04:17:43,673 - mmaction - INFO - Epoch [4][2800/5010] lr: 7.500e-03, eta: 2 days, 23:25:46, time: 1.037, data_time: 0.002, memory: 10398, top1_acc: 0.5010, top5_acc: 0.7625, loss_cls: 2.0758, loss: 2.0758, grad_norm: 6.2497 2020-10-11 04:18:03,560 - mmaction - INFO - Epoch [4][2820/5010] lr: 7.500e-03, eta: 2 days, 23:24:55, time: 0.994, data_time: 0.006, memory: 10398, top1_acc: 0.4927, top5_acc: 0.7510, loss_cls: 2.1565, loss: 2.1565, grad_norm: 6.1983 2020-10-11 04:18:24,214 - mmaction - INFO - Epoch [4][2840/5010] lr: 7.500e-03, eta: 2 days, 23:24:14, time: 1.032, data_time: 0.002, memory: 10398, top1_acc: 0.4698, top5_acc: 0.7406, loss_cls: 2.2599, loss: 2.2599, grad_norm: 6.0953 2020-10-11 04:18:44,156 - mmaction - INFO - Epoch [4][2860/5010] lr: 7.500e-03, eta: 2 days, 23:23:24, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.5104, top5_acc: 0.7438, loss_cls: 2.1156, loss: 2.1156, grad_norm: 6.1679 2020-10-11 04:19:04,195 - mmaction - INFO - Epoch [4][2880/5010] lr: 7.500e-03, eta: 2 days, 23:22:35, time: 0.999, data_time: 0.007, memory: 10398, top1_acc: 0.5073, top5_acc: 0.7490, loss_cls: 2.1124, loss: 2.1124, grad_norm: 5.8017 2020-10-11 04:19:23,956 - mmaction - INFO - Epoch [4][2900/5010] lr: 7.500e-03, eta: 2 days, 23:21:43, time: 0.991, data_time: 0.008, memory: 10398, top1_acc: 0.5115, top5_acc: 0.7573, loss_cls: 2.0668, loss: 2.0668, grad_norm: 6.3030 2020-10-11 04:19:44,499 - mmaction - INFO - Epoch [4][2920/5010] lr: 7.500e-03, eta: 2 days, 23:21:01, time: 1.027, data_time: 0.002, memory: 10398, top1_acc: 0.5042, top5_acc: 0.7490, loss_cls: 2.1400, loss: 2.1400, grad_norm: 6.2175 2020-10-11 04:20:04,864 - mmaction - INFO - Epoch [4][2940/5010] lr: 7.500e-03, eta: 2 days, 23:20:16, time: 1.018, data_time: 0.006, memory: 10398, top1_acc: 0.4865, top5_acc: 0.7365, loss_cls: 2.1691, loss: 2.1691, grad_norm: 6.0549 2020-10-11 04:20:25,383 - mmaction - INFO - Epoch [4][2960/5010] lr: 7.500e-03, eta: 2 days, 23:19:34, time: 1.026, data_time: 0.002, memory: 10398, top1_acc: 0.5000, top5_acc: 0.7417, loss_cls: 2.1562, loss: 2.1562, grad_norm: 6.2279 2020-10-11 04:20:45,150 - mmaction - INFO - Epoch [4][2980/5010] lr: 7.500e-03, eta: 2 days, 23:18:42, time: 0.989, data_time: 0.002, memory: 10398, top1_acc: 0.4646, top5_acc: 0.7406, loss_cls: 2.1862, loss: 2.1862, grad_norm: 6.2749 2020-10-11 04:21:05,399 - mmaction - INFO - Epoch [4][3000/5010] lr: 7.500e-03, eta: 2 days, 23:17:56, time: 1.012, data_time: 0.002, memory: 10398, top1_acc: 0.5073, top5_acc: 0.7531, loss_cls: 2.1184, loss: 2.1184, grad_norm: 6.0273 2020-10-11 04:21:26,559 - mmaction - INFO - Epoch [4][3020/5010] lr: 7.500e-03, eta: 2 days, 23:17:21, time: 1.053, data_time: 0.007, memory: 10398, top1_acc: 0.4813, top5_acc: 0.7260, loss_cls: 2.2600, loss: 2.2600, grad_norm: 6.2162 2020-10-11 04:21:46,852 - mmaction - INFO - Epoch [4][3040/5010] lr: 7.500e-03, eta: 2 days, 23:16:37, time: 1.020, data_time: 0.007, memory: 10398, top1_acc: 0.5292, top5_acc: 0.7729, loss_cls: 2.0579, loss: 2.0579, grad_norm: 6.1527 2020-10-11 04:22:06,738 - mmaction - INFO - Epoch [4][3060/5010] lr: 7.500e-03, eta: 2 days, 23:15:47, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.4958, top5_acc: 0.7333, loss_cls: 2.2186, loss: 2.2186, grad_norm: 5.8533 2020-10-11 04:22:26,710 - mmaction - INFO - Epoch [4][3080/5010] lr: 7.500e-03, eta: 2 days, 23:14:58, time: 1.000, data_time: 0.009, memory: 10398, top1_acc: 0.4781, top5_acc: 0.7417, loss_cls: 2.2188, loss: 2.2188, grad_norm: 5.9871 2020-10-11 04:22:47,284 - mmaction - INFO - Epoch [4][3100/5010] lr: 7.500e-03, eta: 2 days, 23:14:16, time: 1.028, data_time: 0.002, memory: 10398, top1_acc: 0.5167, top5_acc: 0.7625, loss_cls: 2.0638, loss: 2.0638, grad_norm: 5.8715 2020-10-11 04:23:08,356 - mmaction - INFO - Epoch [4][3120/5010] lr: 7.500e-03, eta: 2 days, 23:13:42, time: 1.054, data_time: 0.008, memory: 10398, top1_acc: 0.4917, top5_acc: 0.7479, loss_cls: 2.2136, loss: 2.2136, grad_norm: 6.2424 2020-10-11 04:23:28,477 - mmaction - INFO - Epoch [4][3140/5010] lr: 7.500e-03, eta: 2 days, 23:12:55, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.5073, top5_acc: 0.7406, loss_cls: 2.1737, loss: 2.1737, grad_norm: 5.8759 2020-10-11 04:23:48,341 - mmaction - INFO - Epoch [4][3160/5010] lr: 7.500e-03, eta: 2 days, 23:12:04, time: 0.992, data_time: 0.002, memory: 10398, top1_acc: 0.4885, top5_acc: 0.7344, loss_cls: 2.1693, loss: 2.1693, grad_norm: 6.0994 2020-10-11 04:24:08,819 - mmaction - INFO - Epoch [4][3180/5010] lr: 7.500e-03, eta: 2 days, 23:11:21, time: 1.021, data_time: 0.009, memory: 10398, top1_acc: 0.4740, top5_acc: 0.7406, loss_cls: 2.2452, loss: 2.2452, grad_norm: 6.3699 2020-10-11 04:24:28,382 - mmaction - INFO - Epoch [4][3200/5010] lr: 7.500e-03, eta: 2 days, 23:10:28, time: 0.982, data_time: 0.007, memory: 10398, top1_acc: 0.4969, top5_acc: 0.7312, loss_cls: 2.2170, loss: 2.2170, grad_norm: 6.0093 2020-10-11 04:24:48,486 - mmaction - INFO - Epoch [4][3220/5010] lr: 7.500e-03, eta: 2 days, 23:09:41, time: 1.005, data_time: 0.002, memory: 10398, top1_acc: 0.5260, top5_acc: 0.7604, loss_cls: 2.0879, loss: 2.0879, grad_norm: 5.9803 2020-10-11 04:25:08,878 - mmaction - INFO - Epoch [4][3240/5010] lr: 7.500e-03, eta: 2 days, 23:08:57, time: 1.017, data_time: 0.007, memory: 10398, top1_acc: 0.4917, top5_acc: 0.7458, loss_cls: 2.1253, loss: 2.1253, grad_norm: 6.0902 2020-10-11 04:25:29,186 - mmaction - INFO - Epoch [4][3260/5010] lr: 7.500e-03, eta: 2 days, 23:08:13, time: 1.018, data_time: 0.005, memory: 10398, top1_acc: 0.4656, top5_acc: 0.7438, loss_cls: 2.2704, loss: 2.2704, grad_norm: 6.0419 2020-10-11 04:25:49,347 - mmaction - INFO - Epoch [4][3280/5010] lr: 7.500e-03, eta: 2 days, 23:07:27, time: 1.008, data_time: 0.002, memory: 10398, top1_acc: 0.5333, top5_acc: 0.7635, loss_cls: 2.0790, loss: 2.0790, grad_norm: 5.9712 2020-10-11 04:26:09,549 - mmaction - INFO - Epoch [4][3300/5010] lr: 7.500e-03, eta: 2 days, 23:06:42, time: 1.010, data_time: 0.005, memory: 10398, top1_acc: 0.4865, top5_acc: 0.7604, loss_cls: 2.1021, loss: 2.1021, grad_norm: 6.1455 2020-10-11 04:26:29,757 - mmaction - INFO - Epoch [4][3320/5010] lr: 7.500e-03, eta: 2 days, 23:05:56, time: 1.010, data_time: 0.002, memory: 10398, top1_acc: 0.5375, top5_acc: 0.7635, loss_cls: 2.0370, loss: 2.0370, grad_norm: 6.0197 2020-10-11 04:26:50,008 - mmaction - INFO - Epoch [4][3340/5010] lr: 7.500e-03, eta: 2 days, 23:05:12, time: 1.012, data_time: 0.002, memory: 10398, top1_acc: 0.4854, top5_acc: 0.7552, loss_cls: 2.1563, loss: 2.1563, grad_norm: 6.2614 2020-10-11 04:27:10,211 - mmaction - INFO - Epoch [4][3360/5010] lr: 7.500e-03, eta: 2 days, 23:04:24, time: 1.002, data_time: 0.007, memory: 10398, top1_acc: 0.5052, top5_acc: 0.7344, loss_cls: 2.1401, loss: 2.1401, grad_norm: 6.1066 2020-10-11 04:27:30,743 - mmaction - INFO - Epoch [4][3380/5010] lr: 7.500e-03, eta: 2 days, 23:03:45, time: 1.035, data_time: 0.011, memory: 10398, top1_acc: 0.5156, top5_acc: 0.7615, loss_cls: 2.1194, loss: 2.1194, grad_norm: 6.2940 2020-10-11 04:27:51,083 - mmaction - INFO - Epoch [4][3400/5010] lr: 7.500e-03, eta: 2 days, 23:03:02, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.5021, top5_acc: 0.7490, loss_cls: 2.0553, loss: 2.0553, grad_norm: 5.9507 2020-10-11 04:28:10,636 - mmaction - INFO - Epoch [4][3420/5010] lr: 7.500e-03, eta: 2 days, 23:02:08, time: 0.978, data_time: 0.006, memory: 10398, top1_acc: 0.4406, top5_acc: 0.7344, loss_cls: 2.3519, loss: 2.3519, grad_norm: 6.2928 2020-10-11 04:28:30,647 - mmaction - INFO - Epoch [4][3440/5010] lr: 7.500e-03, eta: 2 days, 23:01:21, time: 1.000, data_time: 0.002, memory: 10398, top1_acc: 0.5042, top5_acc: 0.7521, loss_cls: 2.1357, loss: 2.1357, grad_norm: 6.0575 2020-10-11 04:28:51,315 - mmaction - INFO - Epoch [4][3460/5010] lr: 7.500e-03, eta: 2 days, 23:00:41, time: 1.034, data_time: 0.003, memory: 10398, top1_acc: 0.5063, top5_acc: 0.7510, loss_cls: 2.1396, loss: 2.1396, grad_norm: 6.0710 2020-10-11 04:29:11,511 - mmaction - INFO - Epoch [4][3480/5010] lr: 7.500e-03, eta: 2 days, 22:59:55, time: 1.006, data_time: 0.006, memory: 10398, top1_acc: 0.4927, top5_acc: 0.7625, loss_cls: 2.1277, loss: 2.1277, grad_norm: 6.1997 2020-10-11 04:29:31,068 - mmaction - INFO - Epoch [4][3500/5010] lr: 7.500e-03, eta: 2 days, 22:59:03, time: 0.982, data_time: 0.007, memory: 10398, top1_acc: 0.4917, top5_acc: 0.7531, loss_cls: 2.1535, loss: 2.1535, grad_norm: 6.0561 2020-10-11 04:29:52,037 - mmaction - INFO - Epoch [4][3520/5010] lr: 7.500e-03, eta: 2 days, 22:58:27, time: 1.046, data_time: 0.007, memory: 10398, top1_acc: 0.4875, top5_acc: 0.7573, loss_cls: 2.1133, loss: 2.1133, grad_norm: 6.1425 2020-10-11 04:30:11,733 - mmaction - INFO - Epoch [4][3540/5010] lr: 7.500e-03, eta: 2 days, 22:57:37, time: 0.987, data_time: 0.008, memory: 10398, top1_acc: 0.5135, top5_acc: 0.7552, loss_cls: 2.0755, loss: 2.0755, grad_norm: 5.7502 2020-10-11 04:30:31,987 - mmaction - INFO - Epoch [4][3560/5010] lr: 7.500e-03, eta: 2 days, 22:56:53, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.4844, top5_acc: 0.7438, loss_cls: 2.1568, loss: 2.1568, grad_norm: 6.0117 2020-10-11 04:30:52,567 - mmaction - INFO - Epoch [4][3580/5010] lr: 7.500e-03, eta: 2 days, 22:56:12, time: 1.026, data_time: 0.008, memory: 10398, top1_acc: 0.4833, top5_acc: 0.7354, loss_cls: 2.2216, loss: 2.2216, grad_norm: 6.0845 2020-10-11 04:31:12,039 - mmaction - INFO - Epoch [4][3600/5010] lr: 7.500e-03, eta: 2 days, 22:55:19, time: 0.977, data_time: 0.007, memory: 10398, top1_acc: 0.5021, top5_acc: 0.7500, loss_cls: 2.1308, loss: 2.1308, grad_norm: 6.1981 2020-10-11 04:31:32,444 - mmaction - INFO - Epoch [4][3620/5010] lr: 7.500e-03, eta: 2 days, 22:54:37, time: 1.020, data_time: 0.007, memory: 10398, top1_acc: 0.5073, top5_acc: 0.7510, loss_cls: 2.1269, loss: 2.1269, grad_norm: 6.1729 2020-10-11 04:31:53,000 - mmaction - INFO - Epoch [4][3640/5010] lr: 7.500e-03, eta: 2 days, 22:53:56, time: 1.027, data_time: 0.002, memory: 10398, top1_acc: 0.5125, top5_acc: 0.7656, loss_cls: 2.0701, loss: 2.0701, grad_norm: 5.9340 2020-10-11 04:32:12,931 - mmaction - INFO - Epoch [4][3660/5010] lr: 7.500e-03, eta: 2 days, 22:53:08, time: 0.997, data_time: 0.008, memory: 10398, top1_acc: 0.5083, top5_acc: 0.7490, loss_cls: 2.1031, loss: 2.1031, grad_norm: 6.0105 2020-10-11 04:32:32,836 - mmaction - INFO - Epoch [4][3680/5010] lr: 7.500e-03, eta: 2 days, 22:52:19, time: 0.992, data_time: 0.002, memory: 10398, top1_acc: 0.4979, top5_acc: 0.7635, loss_cls: 2.0646, loss: 2.0646, grad_norm: 6.0907 2020-10-11 04:32:52,621 - mmaction - INFO - Epoch [4][3700/5010] lr: 7.500e-03, eta: 2 days, 22:51:31, time: 0.993, data_time: 0.008, memory: 10398, top1_acc: 0.4969, top5_acc: 0.7396, loss_cls: 2.1176, loss: 2.1176, grad_norm: 6.1561 2020-10-11 04:33:12,794 - mmaction - INFO - Epoch [4][3720/5010] lr: 7.500e-03, eta: 2 days, 22:50:46, time: 1.009, data_time: 0.007, memory: 10398, top1_acc: 0.5000, top5_acc: 0.7573, loss_cls: 2.1239, loss: 2.1239, grad_norm: 5.8338 2020-10-11 04:33:33,322 - mmaction - INFO - Epoch [4][3740/5010] lr: 7.500e-03, eta: 2 days, 22:50:05, time: 1.025, data_time: 0.002, memory: 10398, top1_acc: 0.4958, top5_acc: 0.7458, loss_cls: 2.1185, loss: 2.1185, grad_norm: 6.1345 2020-10-11 04:33:54,001 - mmaction - INFO - Epoch [4][3760/5010] lr: 7.500e-03, eta: 2 days, 22:49:27, time: 1.035, data_time: 0.004, memory: 10398, top1_acc: 0.5219, top5_acc: 0.7760, loss_cls: 2.0006, loss: 2.0006, grad_norm: 5.7971 2020-10-11 04:34:13,144 - mmaction - INFO - Epoch [4][3780/5010] lr: 7.500e-03, eta: 2 days, 22:48:30, time: 0.958, data_time: 0.002, memory: 10398, top1_acc: 0.4927, top5_acc: 0.7583, loss_cls: 2.0481, loss: 2.0481, grad_norm: 6.1444 2020-10-11 04:34:33,382 - mmaction - INFO - Epoch [4][3800/5010] lr: 7.500e-03, eta: 2 days, 22:47:45, time: 1.008, data_time: 0.006, memory: 10398, top1_acc: 0.4875, top5_acc: 0.7323, loss_cls: 2.2053, loss: 2.2053, grad_norm: 5.9051 2020-10-11 04:34:53,351 - mmaction - INFO - Epoch [4][3820/5010] lr: 7.500e-03, eta: 2 days, 22:46:59, time: 1.001, data_time: 0.007, memory: 10398, top1_acc: 0.4729, top5_acc: 0.7406, loss_cls: 2.1857, loss: 2.1857, grad_norm: 5.9365 2020-10-11 04:35:13,201 - mmaction - INFO - Epoch [4][3840/5010] lr: 7.500e-03, eta: 2 days, 22:46:11, time: 0.993, data_time: 0.004, memory: 10398, top1_acc: 0.4635, top5_acc: 0.7573, loss_cls: 2.2111, loss: 2.2111, grad_norm: 6.3509 2020-10-11 04:35:32,831 - mmaction - INFO - Epoch [4][3860/5010] lr: 7.500e-03, eta: 2 days, 22:45:20, time: 0.982, data_time: 0.006, memory: 10398, top1_acc: 0.4823, top5_acc: 0.7490, loss_cls: 2.2344, loss: 2.2344, grad_norm: 5.9767 2020-10-11 04:35:53,071 - mmaction - INFO - Epoch [4][3880/5010] lr: 7.500e-03, eta: 2 days, 22:44:36, time: 1.012, data_time: 0.002, memory: 10398, top1_acc: 0.5000, top5_acc: 0.7448, loss_cls: 2.1787, loss: 2.1787, grad_norm: 6.2179 2020-10-11 04:36:12,359 - mmaction - INFO - Epoch [4][3900/5010] lr: 7.500e-03, eta: 2 days, 22:43:40, time: 0.961, data_time: 0.007, memory: 10398, top1_acc: 0.5125, top5_acc: 0.7344, loss_cls: 2.1439, loss: 2.1439, grad_norm: 6.0415 2020-10-11 04:36:32,284 - mmaction - INFO - Epoch [4][3920/5010] lr: 7.500e-03, eta: 2 days, 22:42:54, time: 1.000, data_time: 0.009, memory: 10398, top1_acc: 0.4927, top5_acc: 0.7531, loss_cls: 2.1407, loss: 2.1407, grad_norm: 5.8491 2020-10-11 04:36:51,832 - mmaction - INFO - Epoch [4][3940/5010] lr: 7.500e-03, eta: 2 days, 22:42:02, time: 0.977, data_time: 0.006, memory: 10398, top1_acc: 0.5073, top5_acc: 0.7615, loss_cls: 2.0507, loss: 2.0507, grad_norm: 6.1941 2020-10-11 04:37:12,098 - mmaction - INFO - Epoch [4][3960/5010] lr: 7.500e-03, eta: 2 days, 22:41:19, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.4823, top5_acc: 0.7469, loss_cls: 2.1845, loss: 2.1845, grad_norm: 6.0537 2020-10-11 04:37:31,990 - mmaction - INFO - Epoch [4][3980/5010] lr: 7.500e-03, eta: 2 days, 22:40:32, time: 0.995, data_time: 0.008, memory: 10398, top1_acc: 0.5188, top5_acc: 0.7677, loss_cls: 2.1219, loss: 2.1219, grad_norm: 6.0906 2020-10-11 04:37:51,443 - mmaction - INFO - Epoch [4][4000/5010] lr: 7.500e-03, eta: 2 days, 22:39:38, time: 0.968, data_time: 0.006, memory: 10398, top1_acc: 0.4677, top5_acc: 0.7385, loss_cls: 2.1981, loss: 2.1981, grad_norm: 5.9891 2020-10-11 04:38:11,457 - mmaction - INFO - Epoch [4][4020/5010] lr: 7.500e-03, eta: 2 days, 22:38:53, time: 1.005, data_time: 0.008, memory: 10398, top1_acc: 0.4979, top5_acc: 0.7531, loss_cls: 2.1719, loss: 2.1719, grad_norm: 6.2383 2020-10-11 04:38:31,422 - mmaction - INFO - Epoch [4][4040/5010] lr: 7.500e-03, eta: 2 days, 22:38:06, time: 0.996, data_time: 0.007, memory: 10398, top1_acc: 0.4979, top5_acc: 0.7281, loss_cls: 2.2299, loss: 2.2299, grad_norm: 5.9957 2020-10-11 04:38:51,780 - mmaction - INFO - Epoch [4][4060/5010] lr: 7.500e-03, eta: 2 days, 22:37:25, time: 1.020, data_time: 0.007, memory: 10398, top1_acc: 0.5177, top5_acc: 0.7490, loss_cls: 2.0783, loss: 2.0783, grad_norm: 5.9813 2020-10-11 04:39:11,497 - mmaction - INFO - Epoch [4][4080/5010] lr: 7.500e-03, eta: 2 days, 22:36:36, time: 0.986, data_time: 0.003, memory: 10398, top1_acc: 0.4885, top5_acc: 0.7396, loss_cls: 2.1175, loss: 2.1175, grad_norm: 6.0086 2020-10-11 04:39:31,833 - mmaction - INFO - Epoch [4][4100/5010] lr: 7.500e-03, eta: 2 days, 22:35:54, time: 1.016, data_time: 0.007, memory: 10398, top1_acc: 0.5083, top5_acc: 0.7604, loss_cls: 2.0725, loss: 2.0725, grad_norm: 5.9078 2020-10-11 04:39:52,460 - mmaction - INFO - Epoch [4][4120/5010] lr: 7.500e-03, eta: 2 days, 22:35:16, time: 1.032, data_time: 0.005, memory: 10398, top1_acc: 0.4906, top5_acc: 0.7562, loss_cls: 2.1214, loss: 2.1214, grad_norm: 6.2310 2020-10-11 04:40:12,378 - mmaction - INFO - Epoch [4][4140/5010] lr: 7.500e-03, eta: 2 days, 22:34:29, time: 0.996, data_time: 0.003, memory: 10398, top1_acc: 0.5104, top5_acc: 0.7594, loss_cls: 2.0597, loss: 2.0597, grad_norm: 6.0996 2020-10-11 04:40:32,557 - mmaction - INFO - Epoch [4][4160/5010] lr: 7.500e-03, eta: 2 days, 22:33:45, time: 1.008, data_time: 0.006, memory: 10398, top1_acc: 0.4729, top5_acc: 0.7563, loss_cls: 2.1475, loss: 2.1475, grad_norm: 6.3053 2020-10-11 04:40:52,661 - mmaction - INFO - Epoch [4][4180/5010] lr: 7.500e-03, eta: 2 days, 22:33:01, time: 1.005, data_time: 0.003, memory: 10398, top1_acc: 0.4552, top5_acc: 0.7323, loss_cls: 2.3513, loss: 2.3513, grad_norm: 6.1564 2020-10-11 04:41:12,618 - mmaction - INFO - Epoch [4][4200/5010] lr: 7.500e-03, eta: 2 days, 22:32:15, time: 0.999, data_time: 0.003, memory: 10398, top1_acc: 0.4896, top5_acc: 0.7427, loss_cls: 2.1508, loss: 2.1508, grad_norm: 5.9513 2020-10-11 04:41:32,592 - mmaction - INFO - Epoch [4][4220/5010] lr: 7.500e-03, eta: 2 days, 22:31:29, time: 0.998, data_time: 0.007, memory: 10398, top1_acc: 0.4833, top5_acc: 0.7562, loss_cls: 2.1460, loss: 2.1460, grad_norm: 6.0652 2020-10-11 04:41:52,130 - mmaction - INFO - Epoch [4][4240/5010] lr: 7.500e-03, eta: 2 days, 22:30:38, time: 0.977, data_time: 0.003, memory: 10398, top1_acc: 0.5083, top5_acc: 0.7740, loss_cls: 2.0338, loss: 2.0338, grad_norm: 5.9209 2020-10-11 04:42:12,976 - mmaction - INFO - Epoch [4][4260/5010] lr: 7.500e-03, eta: 2 days, 22:30:03, time: 1.043, data_time: 0.003, memory: 10398, top1_acc: 0.4708, top5_acc: 0.7292, loss_cls: 2.2280, loss: 2.2280, grad_norm: 6.3104 2020-10-11 04:42:32,653 - mmaction - INFO - Epoch [4][4280/5010] lr: 7.500e-03, eta: 2 days, 22:29:13, time: 0.981, data_time: 0.006, memory: 10398, top1_acc: 0.4885, top5_acc: 0.7615, loss_cls: 2.1483, loss: 2.1483, grad_norm: 6.0355 2020-10-11 04:42:52,864 - mmaction - INFO - Epoch [4][4300/5010] lr: 7.500e-03, eta: 2 days, 22:28:31, time: 1.013, data_time: 0.008, memory: 10398, top1_acc: 0.4771, top5_acc: 0.7385, loss_cls: 2.1922, loss: 2.1922, grad_norm: 6.0749 2020-10-11 04:43:13,439 - mmaction - INFO - Epoch [4][4320/5010] lr: 7.500e-03, eta: 2 days, 22:27:53, time: 1.029, data_time: 0.007, memory: 10398, top1_acc: 0.5021, top5_acc: 0.7594, loss_cls: 2.0781, loss: 2.0781, grad_norm: 5.9365 2020-10-11 04:43:33,335 - mmaction - INFO - Epoch [4][4340/5010] lr: 7.500e-03, eta: 2 days, 22:27:06, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.4885, top5_acc: 0.7260, loss_cls: 2.2238, loss: 2.2238, grad_norm: 5.9239 2020-10-11 04:43:53,698 - mmaction - INFO - Epoch [4][4360/5010] lr: 7.500e-03, eta: 2 days, 22:26:25, time: 1.020, data_time: 0.004, memory: 10398, top1_acc: 0.5260, top5_acc: 0.7500, loss_cls: 2.0361, loss: 2.0361, grad_norm: 6.0099 2020-10-11 04:44:13,611 - mmaction - INFO - Epoch [4][4380/5010] lr: 7.500e-03, eta: 2 days, 22:25:39, time: 0.996, data_time: 0.003, memory: 10398, top1_acc: 0.5302, top5_acc: 0.7802, loss_cls: 2.0053, loss: 2.0053, grad_norm: 5.8558 2020-10-11 04:44:34,498 - mmaction - INFO - Epoch [4][4400/5010] lr: 7.500e-03, eta: 2 days, 22:25:04, time: 1.041, data_time: 0.006, memory: 10398, top1_acc: 0.5104, top5_acc: 0.7521, loss_cls: 2.1089, loss: 2.1089, grad_norm: 5.9168 2020-10-11 04:44:54,494 - mmaction - INFO - Epoch [4][4420/5010] lr: 7.500e-03, eta: 2 days, 22:24:20, time: 1.003, data_time: 0.007, memory: 10398, top1_acc: 0.5104, top5_acc: 0.7563, loss_cls: 2.0614, loss: 2.0614, grad_norm: 6.0720 2020-10-11 04:45:14,898 - mmaction - INFO - Epoch [4][4440/5010] lr: 7.500e-03, eta: 2 days, 22:23:39, time: 1.019, data_time: 0.002, memory: 10398, top1_acc: 0.5219, top5_acc: 0.7333, loss_cls: 2.1113, loss: 2.1113, grad_norm: 6.0636 2020-10-11 04:45:34,822 - mmaction - INFO - Epoch [4][4460/5010] lr: 7.500e-03, eta: 2 days, 22:22:54, time: 0.997, data_time: 0.007, memory: 10398, top1_acc: 0.5031, top5_acc: 0.7406, loss_cls: 2.1537, loss: 2.1537, grad_norm: 6.3309 2020-10-11 04:45:55,419 - mmaction - INFO - Epoch [4][4480/5010] lr: 7.500e-03, eta: 2 days, 22:22:16, time: 1.030, data_time: 0.007, memory: 10398, top1_acc: 0.4708, top5_acc: 0.7417, loss_cls: 2.2392, loss: 2.2392, grad_norm: 5.9749 2020-10-11 04:46:15,115 - mmaction - INFO - Epoch [4][4500/5010] lr: 7.500e-03, eta: 2 days, 22:21:28, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.4760, top5_acc: 0.7281, loss_cls: 2.2185, loss: 2.2185, grad_norm: 6.0153 2020-10-11 04:46:35,627 - mmaction - INFO - Epoch [4][4520/5010] lr: 7.500e-03, eta: 2 days, 22:20:48, time: 1.020, data_time: 0.006, memory: 10398, top1_acc: 0.5187, top5_acc: 0.7542, loss_cls: 2.0914, loss: 2.0914, grad_norm: 5.8379 2020-10-11 04:46:55,859 - mmaction - INFO - Epoch [4][4540/5010] lr: 7.500e-03, eta: 2 days, 22:20:07, time: 1.017, data_time: 0.008, memory: 10398, top1_acc: 0.5240, top5_acc: 0.7771, loss_cls: 2.0441, loss: 2.0441, grad_norm: 6.2255 2020-10-11 04:47:14,711 - mmaction - INFO - Epoch [4][4560/5010] lr: 7.500e-03, eta: 2 days, 22:19:09, time: 0.943, data_time: 0.002, memory: 10398, top1_acc: 0.4917, top5_acc: 0.7406, loss_cls: 2.2054, loss: 2.2054, grad_norm: 6.1252 2020-10-11 04:47:35,354 - mmaction - INFO - Epoch [4][4580/5010] lr: 7.500e-03, eta: 2 days, 22:18:31, time: 1.031, data_time: 0.007, memory: 10398, top1_acc: 0.4885, top5_acc: 0.7698, loss_cls: 2.0906, loss: 2.0906, grad_norm: 5.9522 2020-10-11 04:47:55,429 - mmaction - INFO - Epoch [4][4600/5010] lr: 7.500e-03, eta: 2 days, 22:17:48, time: 1.004, data_time: 0.003, memory: 10398, top1_acc: 0.4958, top5_acc: 0.7417, loss_cls: 2.1294, loss: 2.1294, grad_norm: 6.1476 2020-10-11 04:48:14,678 - mmaction - INFO - Epoch [4][4620/5010] lr: 7.500e-03, eta: 2 days, 22:16:55, time: 0.962, data_time: 0.005, memory: 10398, top1_acc: 0.5083, top5_acc: 0.7458, loss_cls: 2.1511, loss: 2.1511, grad_norm: 6.3040 2020-10-11 04:48:34,308 - mmaction - INFO - Epoch [4][4640/5010] lr: 7.500e-03, eta: 2 days, 22:16:06, time: 0.982, data_time: 0.003, memory: 10398, top1_acc: 0.4656, top5_acc: 0.7115, loss_cls: 2.2879, loss: 2.2879, grad_norm: 6.0188 2020-10-11 04:48:54,186 - mmaction - INFO - Epoch [4][4660/5010] lr: 7.500e-03, eta: 2 days, 22:15:19, time: 0.990, data_time: 0.008, memory: 10398, top1_acc: 0.5125, top5_acc: 0.7708, loss_cls: 2.0806, loss: 2.0806, grad_norm: 6.0697 2020-10-11 04:49:14,336 - mmaction - INFO - Epoch [4][4680/5010] lr: 7.500e-03, eta: 2 days, 22:14:37, time: 1.011, data_time: 0.008, memory: 10398, top1_acc: 0.5083, top5_acc: 0.7729, loss_cls: 2.0247, loss: 2.0247, grad_norm: 6.2105 2020-10-11 04:49:34,286 - mmaction - INFO - Epoch [4][4700/5010] lr: 7.500e-03, eta: 2 days, 22:13:53, time: 0.998, data_time: 0.005, memory: 10398, top1_acc: 0.5188, top5_acc: 0.7656, loss_cls: 2.0013, loss: 2.0013, grad_norm: 5.8886 2020-10-11 04:49:54,669 - mmaction - INFO - Epoch [4][4720/5010] lr: 7.500e-03, eta: 2 days, 22:13:13, time: 1.019, data_time: 0.002, memory: 10398, top1_acc: 0.4656, top5_acc: 0.7354, loss_cls: 2.2263, loss: 2.2263, grad_norm: 6.0455 2020-10-11 04:50:14,824 - mmaction - INFO - Epoch [4][4740/5010] lr: 7.500e-03, eta: 2 days, 22:12:30, time: 1.007, data_time: 0.005, memory: 10398, top1_acc: 0.5042, top5_acc: 0.7406, loss_cls: 2.1487, loss: 2.1487, grad_norm: 5.8487 2020-10-11 04:50:34,533 - mmaction - INFO - Epoch [4][4760/5010] lr: 7.500e-03, eta: 2 days, 22:11:43, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.5052, top5_acc: 0.7490, loss_cls: 2.1255, loss: 2.1255, grad_norm: 6.1283 2020-10-11 04:50:54,867 - mmaction - INFO - Epoch [4][4780/5010] lr: 7.500e-03, eta: 2 days, 22:11:01, time: 1.009, data_time: 0.008, memory: 10398, top1_acc: 0.4969, top5_acc: 0.7625, loss_cls: 2.1337, loss: 2.1337, grad_norm: 6.0123 2020-10-11 04:51:15,539 - mmaction - INFO - Epoch [4][4800/5010] lr: 7.500e-03, eta: 2 days, 22:10:26, time: 1.041, data_time: 0.010, memory: 10398, top1_acc: 0.4938, top5_acc: 0.7531, loss_cls: 2.1284, loss: 2.1284, grad_norm: 6.1063 2020-10-11 04:51:34,429 - mmaction - INFO - Epoch [4][4820/5010] lr: 7.500e-03, eta: 2 days, 22:09:29, time: 0.941, data_time: 0.007, memory: 10398, top1_acc: 0.5021, top5_acc: 0.7479, loss_cls: 2.1464, loss: 2.1464, grad_norm: 6.0690 2020-10-11 04:51:55,266 - mmaction - INFO - Epoch [4][4840/5010] lr: 7.500e-03, eta: 2 days, 22:08:55, time: 1.045, data_time: 0.007, memory: 10398, top1_acc: 0.5021, top5_acc: 0.7510, loss_cls: 2.1125, loss: 2.1125, grad_norm: 6.1589 2020-10-11 04:52:14,592 - mmaction - INFO - Epoch [4][4860/5010] lr: 7.500e-03, eta: 2 days, 22:08:03, time: 0.966, data_time: 0.002, memory: 10398, top1_acc: 0.4906, top5_acc: 0.7552, loss_cls: 2.0922, loss: 2.0922, grad_norm: 6.2417 2020-10-11 04:52:34,047 - mmaction - INFO - Epoch [4][4880/5010] lr: 7.500e-03, eta: 2 days, 22:07:13, time: 0.973, data_time: 0.009, memory: 10398, top1_acc: 0.4708, top5_acc: 0.7365, loss_cls: 2.2268, loss: 2.2268, grad_norm: 6.0360 2020-10-11 04:52:53,633 - mmaction - INFO - Epoch [4][4900/5010] lr: 7.500e-03, eta: 2 days, 22:06:25, time: 0.979, data_time: 0.002, memory: 10398, top1_acc: 0.4792, top5_acc: 0.7635, loss_cls: 2.1213, loss: 2.1213, grad_norm: 6.3517 2020-10-11 04:53:13,533 - mmaction - INFO - Epoch [4][4920/5010] lr: 7.500e-03, eta: 2 days, 22:05:40, time: 0.995, data_time: 0.008, memory: 10398, top1_acc: 0.5094, top5_acc: 0.7698, loss_cls: 2.0077, loss: 2.0077, grad_norm: 6.1250 2020-10-11 04:53:34,876 - mmaction - INFO - Epoch [4][4940/5010] lr: 7.500e-03, eta: 2 days, 22:05:11, time: 1.067, data_time: 0.002, memory: 10398, top1_acc: 0.4865, top5_acc: 0.7479, loss_cls: 2.2046, loss: 2.2046, grad_norm: 6.0813 2020-10-11 04:53:53,928 - mmaction - INFO - Epoch [4][4960/5010] lr: 7.500e-03, eta: 2 days, 22:04:17, time: 0.953, data_time: 0.003, memory: 10398, top1_acc: 0.5219, top5_acc: 0.7781, loss_cls: 1.9971, loss: 1.9971, grad_norm: 5.7806 2020-10-11 04:54:14,886 - mmaction - INFO - Epoch [4][4980/5010] lr: 7.500e-03, eta: 2 days, 22:03:44, time: 1.048, data_time: 0.007, memory: 10398, top1_acc: 0.5021, top5_acc: 0.7552, loss_cls: 2.1259, loss: 2.1259, grad_norm: 6.2779 2020-10-11 04:54:34,006 - mmaction - INFO - Epoch [4][5000/5010] lr: 7.500e-03, eta: 2 days, 22:02:51, time: 0.956, data_time: 0.002, memory: 10398, top1_acc: 0.5021, top5_acc: 0.7406, loss_cls: 2.1372, loss: 2.1372, grad_norm: 6.0857 2020-10-11 04:55:22,744 - mmaction - INFO - Epoch [5][20/5010] lr: 7.500e-03, eta: 2 days, 22:03:24, time: 1.929, data_time: 0.906, memory: 10398, top1_acc: 0.5219, top5_acc: 0.7698, loss_cls: 2.0193, loss: 2.0193, grad_norm: 5.7882 2020-10-11 04:55:40,014 - mmaction - INFO - Epoch [5][40/5010] lr: 7.500e-03, eta: 2 days, 22:02:09, time: 0.864, data_time: 0.002, memory: 10398, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.0753, loss: 2.0753, grad_norm: 5.9272 2020-10-11 04:55:59,548 - mmaction - INFO - Epoch [5][60/5010] lr: 7.500e-03, eta: 2 days, 22:01:20, time: 0.976, data_time: 0.057, memory: 10398, top1_acc: 0.5354, top5_acc: 0.7802, loss_cls: 1.9903, loss: 1.9903, grad_norm: 5.8452 2020-10-11 04:56:25,039 - mmaction - INFO - Epoch [5][80/5010] lr: 7.500e-03, eta: 2 days, 22:01:39, time: 1.275, data_time: 0.002, memory: 10398, top1_acc: 0.5073, top5_acc: 0.7531, loss_cls: 2.0666, loss: 2.0666, grad_norm: 6.0149 2020-10-11 04:56:42,531 - mmaction - INFO - Epoch [5][100/5010] lr: 7.500e-03, eta: 2 days, 22:00:27, time: 0.875, data_time: 0.002, memory: 10398, top1_acc: 0.5156, top5_acc: 0.7698, loss_cls: 2.0261, loss: 2.0261, grad_norm: 6.0610 2020-10-11 04:57:02,767 - mmaction - INFO - Epoch [5][120/5010] lr: 7.500e-03, eta: 2 days, 21:59:47, time: 1.012, data_time: 0.007, memory: 10398, top1_acc: 0.4990, top5_acc: 0.7531, loss_cls: 2.0746, loss: 2.0746, grad_norm: 6.0736 2020-10-11 04:57:23,238 - mmaction - INFO - Epoch [5][140/5010] lr: 7.500e-03, eta: 2 days, 21:59:09, time: 1.024, data_time: 0.002, memory: 10398, top1_acc: 0.5302, top5_acc: 0.7552, loss_cls: 2.0386, loss: 2.0386, grad_norm: 6.2671 2020-10-11 04:57:42,499 - mmaction - INFO - Epoch [5][160/5010] lr: 7.500e-03, eta: 2 days, 21:58:17, time: 0.963, data_time: 0.002, memory: 10398, top1_acc: 0.5281, top5_acc: 0.7542, loss_cls: 2.0376, loss: 2.0376, grad_norm: 5.8599 2020-10-11 04:58:02,334 - mmaction - INFO - Epoch [5][180/5010] lr: 7.500e-03, eta: 2 days, 21:57:32, time: 0.992, data_time: 0.007, memory: 10398, top1_acc: 0.5052, top5_acc: 0.7750, loss_cls: 1.9922, loss: 1.9922, grad_norm: 6.0639 2020-10-11 04:58:21,672 - mmaction - INFO - Epoch [5][200/5010] lr: 7.500e-03, eta: 2 days, 21:56:41, time: 0.966, data_time: 0.002, memory: 10398, top1_acc: 0.5271, top5_acc: 0.7708, loss_cls: 2.0114, loss: 2.0114, grad_norm: 6.0900 2020-10-11 04:58:42,882 - mmaction - INFO - Epoch [5][220/5010] lr: 7.500e-03, eta: 2 days, 21:56:12, time: 1.061, data_time: 0.003, memory: 10398, top1_acc: 0.5354, top5_acc: 0.7750, loss_cls: 1.9542, loss: 1.9542, grad_norm: 6.2226 2020-10-11 04:59:02,729 - mmaction - INFO - Epoch [5][240/5010] lr: 7.500e-03, eta: 2 days, 21:55:26, time: 0.990, data_time: 0.005, memory: 10398, top1_acc: 0.5104, top5_acc: 0.7625, loss_cls: 2.0959, loss: 2.0959, grad_norm: 6.2213 2020-10-11 04:59:21,942 - mmaction - INFO - Epoch [5][260/5010] lr: 7.500e-03, eta: 2 days, 21:54:35, time: 0.963, data_time: 0.007, memory: 10398, top1_acc: 0.4885, top5_acc: 0.7604, loss_cls: 2.1250, loss: 2.1250, grad_norm: 5.9010 2020-10-11 04:59:42,092 - mmaction - INFO - Epoch [5][280/5010] lr: 7.500e-03, eta: 2 days, 21:53:53, time: 1.007, data_time: 0.002, memory: 10398, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1554, loss: 2.1554, grad_norm: 6.0224 2020-10-11 05:00:01,330 - mmaction - INFO - Epoch [5][300/5010] lr: 7.500e-03, eta: 2 days, 21:53:02, time: 0.963, data_time: 0.007, memory: 10398, top1_acc: 0.5187, top5_acc: 0.7771, loss_cls: 2.0416, loss: 2.0416, grad_norm: 6.1273 2020-10-11 05:00:26,554 - mmaction - INFO - Epoch [5][320/5010] lr: 7.500e-03, eta: 2 days, 21:53:16, time: 1.250, data_time: 0.003, memory: 10398, top1_acc: 0.5240, top5_acc: 0.7646, loss_cls: 2.0690, loss: 2.0690, grad_norm: 6.1250 2020-10-11 05:00:44,537 - mmaction - INFO - Epoch [5][340/5010] lr: 7.500e-03, eta: 2 days, 21:52:12, time: 0.909, data_time: 0.025, memory: 10398, top1_acc: 0.5073, top5_acc: 0.7458, loss_cls: 2.1433, loss: 2.1433, grad_norm: 6.0624 2020-10-11 05:01:04,606 - mmaction - INFO - Epoch [5][360/5010] lr: 7.500e-03, eta: 2 days, 21:51:30, time: 1.004, data_time: 0.003, memory: 10398, top1_acc: 0.4729, top5_acc: 0.7385, loss_cls: 2.2030, loss: 2.2030, grad_norm: 6.0253 2020-10-11 05:01:24,209 - mmaction - INFO - Epoch [5][380/5010] lr: 7.500e-03, eta: 2 days, 21:50:43, time: 0.980, data_time: 0.007, memory: 10398, top1_acc: 0.5271, top5_acc: 0.7573, loss_cls: 2.0472, loss: 2.0472, grad_norm: 5.7453 2020-10-11 05:01:43,704 - mmaction - INFO - Epoch [5][400/5010] lr: 7.500e-03, eta: 2 days, 21:49:55, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.5125, top5_acc: 0.7635, loss_cls: 2.0245, loss: 2.0245, grad_norm: 6.2251 2020-10-11 05:02:03,386 - mmaction - INFO - Epoch [5][420/5010] lr: 7.500e-03, eta: 2 days, 21:49:08, time: 0.983, data_time: 0.006, memory: 10398, top1_acc: 0.5094, top5_acc: 0.7667, loss_cls: 2.0589, loss: 2.0589, grad_norm: 6.1367 2020-10-11 05:02:23,513 - mmaction - INFO - Epoch [5][440/5010] lr: 7.500e-03, eta: 2 days, 21:48:27, time: 1.007, data_time: 0.003, memory: 10398, top1_acc: 0.4896, top5_acc: 0.7521, loss_cls: 2.1220, loss: 2.1220, grad_norm: 6.2291 2020-10-11 05:02:42,760 - mmaction - INFO - Epoch [5][460/5010] lr: 7.500e-03, eta: 2 days, 21:47:36, time: 0.963, data_time: 0.002, memory: 10398, top1_acc: 0.4958, top5_acc: 0.7583, loss_cls: 2.1083, loss: 2.1083, grad_norm: 6.0618 2020-10-11 05:03:02,597 - mmaction - INFO - Epoch [5][480/5010] lr: 7.500e-03, eta: 2 days, 21:46:52, time: 0.992, data_time: 0.009, memory: 10398, top1_acc: 0.5167, top5_acc: 0.7802, loss_cls: 2.0207, loss: 2.0207, grad_norm: 5.9843 2020-10-11 05:03:23,180 - mmaction - INFO - Epoch [5][500/5010] lr: 7.500e-03, eta: 2 days, 21:46:15, time: 1.025, data_time: 0.002, memory: 10398, top1_acc: 0.5177, top5_acc: 0.7635, loss_cls: 2.0304, loss: 2.0304, grad_norm: 6.0720 2020-10-11 05:03:43,035 - mmaction - INFO - Epoch [5][520/5010] lr: 7.500e-03, eta: 2 days, 21:45:32, time: 0.997, data_time: 0.006, memory: 10398, top1_acc: 0.5281, top5_acc: 0.7917, loss_cls: 1.9403, loss: 1.9403, grad_norm: 6.0429 2020-10-11 05:04:02,086 - mmaction - INFO - Epoch [5][540/5010] lr: 7.500e-03, eta: 2 days, 21:44:39, time: 0.952, data_time: 0.002, memory: 10398, top1_acc: 0.4937, top5_acc: 0.7583, loss_cls: 2.1562, loss: 2.1562, grad_norm: 6.2396 2020-10-11 05:04:21,645 - mmaction - INFO - Epoch [5][560/5010] lr: 7.500e-03, eta: 2 days, 21:43:51, time: 0.978, data_time: 0.002, memory: 10398, top1_acc: 0.5094, top5_acc: 0.7490, loss_cls: 2.1489, loss: 2.1489, grad_norm: 6.0345 2020-10-11 05:04:42,141 - mmaction - INFO - Epoch [5][580/5010] lr: 7.500e-03, eta: 2 days, 21:43:14, time: 1.024, data_time: 0.002, memory: 10398, top1_acc: 0.5167, top5_acc: 0.7677, loss_cls: 2.0095, loss: 2.0095, grad_norm: 6.3829 2020-10-11 05:05:02,097 - mmaction - INFO - Epoch [5][600/5010] lr: 7.500e-03, eta: 2 days, 21:42:31, time: 0.997, data_time: 0.007, memory: 10398, top1_acc: 0.5229, top5_acc: 0.7625, loss_cls: 2.0944, loss: 2.0944, grad_norm: 6.2127 2020-10-11 05:05:21,078 - mmaction - INFO - Epoch [5][620/5010] lr: 7.500e-03, eta: 2 days, 21:41:38, time: 0.951, data_time: 0.005, memory: 10398, top1_acc: 0.5240, top5_acc: 0.7771, loss_cls: 1.9954, loss: 1.9954, grad_norm: 6.1161 2020-10-11 05:05:40,472 - mmaction - INFO - Epoch [5][640/5010] lr: 7.500e-03, eta: 2 days, 21:40:49, time: 0.968, data_time: 0.008, memory: 10398, top1_acc: 0.5135, top5_acc: 0.7427, loss_cls: 2.1339, loss: 2.1339, grad_norm: 6.0893 2020-10-11 05:06:00,218 - mmaction - INFO - Epoch [5][660/5010] lr: 7.500e-03, eta: 2 days, 21:40:04, time: 0.988, data_time: 0.003, memory: 10398, top1_acc: 0.4969, top5_acc: 0.7740, loss_cls: 2.0666, loss: 2.0666, grad_norm: 6.1346 2020-10-11 05:06:20,251 - mmaction - INFO - Epoch [5][680/5010] lr: 7.500e-03, eta: 2 days, 21:39:22, time: 1.000, data_time: 0.002, memory: 10398, top1_acc: 0.5052, top5_acc: 0.7375, loss_cls: 2.0822, loss: 2.0822, grad_norm: 6.0771 2020-10-11 05:06:39,457 - mmaction - INFO - Epoch [5][700/5010] lr: 7.500e-03, eta: 2 days, 21:38:32, time: 0.962, data_time: 0.008, memory: 10398, top1_acc: 0.4833, top5_acc: 0.7396, loss_cls: 2.1585, loss: 2.1585, grad_norm: 6.1001 2020-10-11 05:06:59,399 - mmaction - INFO - Epoch [5][720/5010] lr: 7.500e-03, eta: 2 days, 21:37:49, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.5073, top5_acc: 0.7604, loss_cls: 2.0778, loss: 2.0778, grad_norm: 6.4571 2020-10-11 05:07:18,994 - mmaction - INFO - Epoch [5][740/5010] lr: 7.500e-03, eta: 2 days, 21:37:02, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.4896, top5_acc: 0.7396, loss_cls: 2.1651, loss: 2.1651, grad_norm: 6.0154 2020-10-11 05:07:38,436 - mmaction - INFO - Epoch [5][760/5010] lr: 7.500e-03, eta: 2 days, 21:36:13, time: 0.967, data_time: 0.007, memory: 10398, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.9448, loss: 1.9448, grad_norm: 5.9816 2020-10-11 05:07:58,315 - mmaction - INFO - Epoch [5][780/5010] lr: 7.500e-03, eta: 2 days, 21:35:31, time: 0.999, data_time: 0.008, memory: 10398, top1_acc: 0.5229, top5_acc: 0.7802, loss_cls: 2.0272, loss: 2.0272, grad_norm: 6.2113 2020-10-11 05:08:18,246 - mmaction - INFO - Epoch [5][800/5010] lr: 7.500e-03, eta: 2 days, 21:34:49, time: 0.996, data_time: 0.002, memory: 10398, top1_acc: 0.5156, top5_acc: 0.7604, loss_cls: 2.0214, loss: 2.0214, grad_norm: 5.9767 2020-10-11 05:08:37,653 - mmaction - INFO - Epoch [5][820/5010] lr: 7.500e-03, eta: 2 days, 21:34:00, time: 0.970, data_time: 0.004, memory: 10398, top1_acc: 0.5250, top5_acc: 0.7802, loss_cls: 2.0494, loss: 2.0494, grad_norm: 6.0534 2020-10-11 05:08:57,420 - mmaction - INFO - Epoch [5][840/5010] lr: 7.500e-03, eta: 2 days, 21:33:16, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.5333, top5_acc: 0.7667, loss_cls: 2.0860, loss: 2.0860, grad_norm: 6.1196 2020-10-11 05:09:16,539 - mmaction - INFO - Epoch [5][860/5010] lr: 7.500e-03, eta: 2 days, 21:32:25, time: 0.957, data_time: 0.003, memory: 10398, top1_acc: 0.5063, top5_acc: 0.7490, loss_cls: 2.1214, loss: 2.1214, grad_norm: 6.2665 2020-10-11 05:09:37,121 - mmaction - INFO - Epoch [5][880/5010] lr: 7.500e-03, eta: 2 days, 21:31:49, time: 1.026, data_time: 0.005, memory: 10398, top1_acc: 0.5135, top5_acc: 0.7698, loss_cls: 2.0772, loss: 2.0772, grad_norm: 6.1371 2020-10-11 05:09:56,246 - mmaction - INFO - Epoch [5][900/5010] lr: 7.500e-03, eta: 2 days, 21:30:58, time: 0.958, data_time: 0.008, memory: 10398, top1_acc: 0.5094, top5_acc: 0.7708, loss_cls: 2.0664, loss: 2.0664, grad_norm: 5.9530 2020-10-11 05:10:16,178 - mmaction - INFO - Epoch [5][920/5010] lr: 7.500e-03, eta: 2 days, 21:30:16, time: 0.997, data_time: 0.003, memory: 10398, top1_acc: 0.5302, top5_acc: 0.8063, loss_cls: 1.8999, loss: 1.8999, grad_norm: 6.0776 2020-10-11 05:10:35,720 - mmaction - INFO - Epoch [5][940/5010] lr: 7.500e-03, eta: 2 days, 21:29:29, time: 0.977, data_time: 0.005, memory: 10398, top1_acc: 0.5313, top5_acc: 0.7698, loss_cls: 1.9502, loss: 1.9502, grad_norm: 6.0767 2020-10-11 05:10:55,768 - mmaction - INFO - Epoch [5][960/5010] lr: 7.500e-03, eta: 2 days, 21:28:48, time: 1.002, data_time: 0.002, memory: 10398, top1_acc: 0.5281, top5_acc: 0.7667, loss_cls: 2.0066, loss: 2.0066, grad_norm: 6.0340 2020-10-11 05:11:15,225 - mmaction - INFO - Epoch [5][980/5010] lr: 7.500e-03, eta: 2 days, 21:28:01, time: 0.973, data_time: 0.002, memory: 10398, top1_acc: 0.4677, top5_acc: 0.7375, loss_cls: 2.1302, loss: 2.1302, grad_norm: 6.0998 2020-10-11 05:11:34,592 - mmaction - INFO - Epoch [5][1000/5010] lr: 7.500e-03, eta: 2 days, 21:27:12, time: 0.963, data_time: 0.005, memory: 10398, top1_acc: 0.5198, top5_acc: 0.7719, loss_cls: 2.0367, loss: 2.0367, grad_norm: 6.0876 2020-10-11 05:11:54,578 - mmaction - INFO - Epoch [5][1020/5010] lr: 7.500e-03, eta: 2 days, 21:26:31, time: 1.005, data_time: 0.008, memory: 10398, top1_acc: 0.4896, top5_acc: 0.7552, loss_cls: 2.1448, loss: 2.1448, grad_norm: 6.0665 2020-10-11 05:12:14,457 - mmaction - INFO - Epoch [5][1040/5010] lr: 7.500e-03, eta: 2 days, 21:25:49, time: 0.994, data_time: 0.006, memory: 10398, top1_acc: 0.5417, top5_acc: 0.7792, loss_cls: 2.0058, loss: 2.0058, grad_norm: 5.9499 2020-10-11 05:12:34,895 - mmaction - INFO - Epoch [5][1060/5010] lr: 7.500e-03, eta: 2 days, 21:25:12, time: 1.022, data_time: 0.007, memory: 10398, top1_acc: 0.5177, top5_acc: 0.7406, loss_cls: 2.1170, loss: 2.1170, grad_norm: 5.9970 2020-10-11 05:12:53,996 - mmaction - INFO - Epoch [5][1080/5010] lr: 7.500e-03, eta: 2 days, 21:24:21, time: 0.955, data_time: 0.002, memory: 10398, top1_acc: 0.5417, top5_acc: 0.7792, loss_cls: 2.0244, loss: 2.0244, grad_norm: 6.1921 2020-10-11 05:13:14,276 - mmaction - INFO - Epoch [5][1100/5010] lr: 7.500e-03, eta: 2 days, 21:23:43, time: 1.012, data_time: 0.007, memory: 10398, top1_acc: 0.5115, top5_acc: 0.7656, loss_cls: 2.0608, loss: 2.0608, grad_norm: 6.2811 2020-10-11 05:13:33,825 - mmaction - INFO - Epoch [5][1120/5010] lr: 7.500e-03, eta: 2 days, 21:22:57, time: 0.979, data_time: 0.007, memory: 10398, top1_acc: 0.5177, top5_acc: 0.7760, loss_cls: 2.0189, loss: 2.0189, grad_norm: 5.9921 2020-10-11 05:13:53,860 - mmaction - INFO - Epoch [5][1140/5010] lr: 7.500e-03, eta: 2 days, 21:22:15, time: 0.998, data_time: 0.008, memory: 10398, top1_acc: 0.5188, top5_acc: 0.7781, loss_cls: 2.0073, loss: 2.0073, grad_norm: 6.0035 2020-10-11 05:14:15,119 - mmaction - INFO - Epoch [5][1160/5010] lr: 7.500e-03, eta: 2 days, 21:21:49, time: 1.068, data_time: 0.008, memory: 10398, top1_acc: 0.5115, top5_acc: 0.7604, loss_cls: 2.0474, loss: 2.0474, grad_norm: 5.9264 2020-10-11 05:14:34,202 - mmaction - INFO - Epoch [5][1180/5010] lr: 7.500e-03, eta: 2 days, 21:20:58, time: 0.954, data_time: 0.006, memory: 10398, top1_acc: 0.4937, top5_acc: 0.7635, loss_cls: 2.1029, loss: 2.1029, grad_norm: 6.1247 2020-10-11 05:14:54,242 - mmaction - INFO - Epoch [5][1200/5010] lr: 7.500e-03, eta: 2 days, 21:20:17, time: 1.001, data_time: 0.002, memory: 10398, top1_acc: 0.5323, top5_acc: 0.7760, loss_cls: 1.9962, loss: 1.9962, grad_norm: 6.2345 2020-10-11 05:15:14,451 - mmaction - INFO - Epoch [5][1220/5010] lr: 7.500e-03, eta: 2 days, 21:19:39, time: 1.011, data_time: 0.007, memory: 10398, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.0954, loss: 2.0954, grad_norm: 6.1705 2020-10-11 05:15:33,988 - mmaction - INFO - Epoch [5][1240/5010] lr: 7.500e-03, eta: 2 days, 21:18:53, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.5073, top5_acc: 0.7667, loss_cls: 2.0963, loss: 2.0963, grad_norm: 6.1446 2020-10-11 05:15:54,058 - mmaction - INFO - Epoch [5][1260/5010] lr: 7.500e-03, eta: 2 days, 21:18:12, time: 1.001, data_time: 0.007, memory: 10398, top1_acc: 0.4875, top5_acc: 0.7615, loss_cls: 2.0934, loss: 2.0934, grad_norm: 6.2854 2020-10-11 05:16:13,899 - mmaction - INFO - Epoch [5][1280/5010] lr: 7.500e-03, eta: 2 days, 21:17:30, time: 0.994, data_time: 0.007, memory: 10398, top1_acc: 0.5125, top5_acc: 0.7750, loss_cls: 1.9982, loss: 1.9982, grad_norm: 6.1519 2020-10-11 05:16:34,157 - mmaction - INFO - Epoch [5][1300/5010] lr: 7.500e-03, eta: 2 days, 21:16:52, time: 1.013, data_time: 0.006, memory: 10398, top1_acc: 0.5083, top5_acc: 0.7521, loss_cls: 2.0922, loss: 2.0922, grad_norm: 6.2135 2020-10-11 05:16:53,683 - mmaction - INFO - Epoch [5][1320/5010] lr: 7.500e-03, eta: 2 days, 21:16:06, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.5135, top5_acc: 0.7563, loss_cls: 2.1163, loss: 2.1163, grad_norm: 6.1396 2020-10-11 05:17:14,432 - mmaction - INFO - Epoch [5][1340/5010] lr: 7.500e-03, eta: 2 days, 21:15:33, time: 1.035, data_time: 0.008, memory: 10398, top1_acc: 0.5167, top5_acc: 0.7688, loss_cls: 2.0408, loss: 2.0408, grad_norm: 6.0155 2020-10-11 05:17:34,455 - mmaction - INFO - Epoch [5][1360/5010] lr: 7.500e-03, eta: 2 days, 21:14:53, time: 1.004, data_time: 0.007, memory: 10398, top1_acc: 0.5208, top5_acc: 0.7437, loss_cls: 2.0629, loss: 2.0629, grad_norm: 5.9717 2020-10-11 05:17:54,457 - mmaction - INFO - Epoch [5][1380/5010] lr: 7.500e-03, eta: 2 days, 21:14:13, time: 1.000, data_time: 0.006, memory: 10398, top1_acc: 0.5198, top5_acc: 0.7542, loss_cls: 2.0667, loss: 2.0667, grad_norm: 6.1047 2020-10-11 05:18:14,187 - mmaction - INFO - Epoch [5][1400/5010] lr: 7.500e-03, eta: 2 days, 21:13:29, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.5146, top5_acc: 0.7646, loss_cls: 2.0428, loss: 2.0428, grad_norm: 6.2014 2020-10-11 05:18:33,820 - mmaction - INFO - Epoch [5][1420/5010] lr: 7.500e-03, eta: 2 days, 21:12:44, time: 0.978, data_time: 0.006, memory: 10398, top1_acc: 0.5198, top5_acc: 0.7604, loss_cls: 2.1032, loss: 2.1032, grad_norm: 5.9874 2020-10-11 05:18:52,980 - mmaction - INFO - Epoch [5][1440/5010] lr: 7.500e-03, eta: 2 days, 21:11:55, time: 0.961, data_time: 0.008, memory: 10398, top1_acc: 0.5135, top5_acc: 0.7385, loss_cls: 2.0485, loss: 2.0485, grad_norm: 5.9776 2020-10-11 05:19:13,118 - mmaction - INFO - Epoch [5][1460/5010] lr: 7.500e-03, eta: 2 days, 21:11:16, time: 1.007, data_time: 0.006, memory: 10398, top1_acc: 0.5167, top5_acc: 0.7729, loss_cls: 2.0336, loss: 2.0336, grad_norm: 6.0392 2020-10-11 05:19:32,898 - mmaction - INFO - Epoch [5][1480/5010] lr: 7.500e-03, eta: 2 days, 21:10:34, time: 0.989, data_time: 0.002, memory: 10398, top1_acc: 0.5104, top5_acc: 0.7667, loss_cls: 2.0884, loss: 2.0884, grad_norm: 5.9994 2020-10-11 05:19:52,346 - mmaction - INFO - Epoch [5][1500/5010] lr: 7.500e-03, eta: 2 days, 21:09:47, time: 0.970, data_time: 0.006, memory: 10398, top1_acc: 0.5229, top5_acc: 0.7604, loss_cls: 2.0999, loss: 2.0999, grad_norm: 5.8603 2020-10-11 05:20:12,899 - mmaction - INFO - Epoch [5][1520/5010] lr: 7.500e-03, eta: 2 days, 21:09:13, time: 1.030, data_time: 0.007, memory: 10398, top1_acc: 0.4969, top5_acc: 0.7573, loss_cls: 2.1081, loss: 2.1081, grad_norm: 6.1827 2020-10-11 05:20:32,088 - mmaction - INFO - Epoch [5][1540/5010] lr: 7.500e-03, eta: 2 days, 21:08:24, time: 0.959, data_time: 0.006, memory: 10398, top1_acc: 0.5375, top5_acc: 0.7646, loss_cls: 2.0066, loss: 2.0066, grad_norm: 5.8862 2020-10-11 05:20:52,024 - mmaction - INFO - Epoch [5][1560/5010] lr: 7.500e-03, eta: 2 days, 21:07:43, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.5188, top5_acc: 0.7740, loss_cls: 1.9773, loss: 1.9773, grad_norm: 5.9694 2020-10-11 05:21:11,775 - mmaction - INFO - Epoch [5][1580/5010] lr: 7.500e-03, eta: 2 days, 21:07:00, time: 0.987, data_time: 0.006, memory: 10398, top1_acc: 0.5438, top5_acc: 0.7708, loss_cls: 1.9868, loss: 1.9868, grad_norm: 5.8935 2020-10-11 05:21:32,568 - mmaction - INFO - Epoch [5][1600/5010] lr: 7.500e-03, eta: 2 days, 21:06:29, time: 1.040, data_time: 0.002, memory: 10398, top1_acc: 0.5219, top5_acc: 0.8000, loss_cls: 1.8893, loss: 1.8893, grad_norm: 5.9894 2020-10-11 05:21:51,463 - mmaction - INFO - Epoch [5][1620/5010] lr: 7.500e-03, eta: 2 days, 21:05:36, time: 0.941, data_time: 0.006, memory: 10398, top1_acc: 0.5115, top5_acc: 0.7698, loss_cls: 2.0937, loss: 2.0937, grad_norm: 6.0408 2020-10-11 05:22:11,679 - mmaction - INFO - Epoch [5][1640/5010] lr: 7.500e-03, eta: 2 days, 21:04:59, time: 1.015, data_time: 0.008, memory: 10398, top1_acc: 0.4865, top5_acc: 0.7469, loss_cls: 2.2119, loss: 2.2119, grad_norm: 6.0067 2020-10-11 05:22:31,998 - mmaction - INFO - Epoch [5][1660/5010] lr: 7.500e-03, eta: 2 days, 21:04:22, time: 1.014, data_time: 0.006, memory: 10398, top1_acc: 0.5177, top5_acc: 0.7604, loss_cls: 2.0079, loss: 2.0079, grad_norm: 5.8535 2020-10-11 05:22:52,268 - mmaction - INFO - Epoch [5][1680/5010] lr: 7.500e-03, eta: 2 days, 21:03:45, time: 1.016, data_time: 0.007, memory: 10398, top1_acc: 0.5313, top5_acc: 0.7833, loss_cls: 1.9337, loss: 1.9337, grad_norm: 5.7445 2020-10-11 05:23:11,145 - mmaction - INFO - Epoch [5][1700/5010] lr: 7.500e-03, eta: 2 days, 21:02:53, time: 0.944, data_time: 0.003, memory: 10398, top1_acc: 0.5427, top5_acc: 0.7906, loss_cls: 1.9254, loss: 1.9254, grad_norm: 6.1237 2020-10-11 05:23:31,647 - mmaction - INFO - Epoch [5][1720/5010] lr: 7.500e-03, eta: 2 days, 21:02:18, time: 1.020, data_time: 0.002, memory: 10398, top1_acc: 0.5229, top5_acc: 0.7698, loss_cls: 1.9426, loss: 1.9426, grad_norm: 6.1129 2020-10-11 05:23:50,840 - mmaction - INFO - Epoch [5][1740/5010] lr: 7.500e-03, eta: 2 days, 21:01:30, time: 0.963, data_time: 0.008, memory: 10398, top1_acc: 0.5208, top5_acc: 0.7594, loss_cls: 2.0298, loss: 2.0298, grad_norm: 6.0914 2020-10-11 05:24:11,958 - mmaction - INFO - Epoch [5][1760/5010] lr: 7.500e-03, eta: 2 days, 21:01:02, time: 1.055, data_time: 0.007, memory: 10398, top1_acc: 0.5240, top5_acc: 0.7771, loss_cls: 1.9656, loss: 1.9656, grad_norm: 6.0127 2020-10-11 05:24:31,748 - mmaction - INFO - Epoch [5][1780/5010] lr: 7.500e-03, eta: 2 days, 21:00:20, time: 0.992, data_time: 0.008, memory: 10398, top1_acc: 0.5354, top5_acc: 0.7812, loss_cls: 1.9455, loss: 1.9455, grad_norm: 6.2551 2020-10-11 05:24:52,650 - mmaction - INFO - Epoch [5][1800/5010] lr: 7.500e-03, eta: 2 days, 20:59:50, time: 1.045, data_time: 0.005, memory: 10398, top1_acc: 0.5125, top5_acc: 0.7688, loss_cls: 2.0425, loss: 2.0425, grad_norm: 5.7540 2020-10-11 05:25:12,489 - mmaction - INFO - Epoch [5][1820/5010] lr: 7.500e-03, eta: 2 days, 20:59:08, time: 0.991, data_time: 0.003, memory: 10398, top1_acc: 0.5333, top5_acc: 0.7906, loss_cls: 1.9519, loss: 1.9519, grad_norm: 6.0280 2020-10-11 05:25:33,771 - mmaction - INFO - Epoch [5][1840/5010] lr: 7.500e-03, eta: 2 days, 20:58:41, time: 1.060, data_time: 0.007, memory: 10398, top1_acc: 0.5135, top5_acc: 0.7583, loss_cls: 2.0319, loss: 2.0319, grad_norm: 6.2029 2020-10-11 05:25:53,275 - mmaction - INFO - Epoch [5][1860/5010] lr: 7.500e-03, eta: 2 days, 20:57:57, time: 0.980, data_time: 0.008, memory: 10398, top1_acc: 0.5104, top5_acc: 0.7646, loss_cls: 2.0531, loss: 2.0531, grad_norm: 6.1221 2020-10-11 05:26:13,057 - mmaction - INFO - Epoch [5][1880/5010] lr: 7.500e-03, eta: 2 days, 20:57:15, time: 0.989, data_time: 0.002, memory: 10398, top1_acc: 0.5240, top5_acc: 0.7781, loss_cls: 1.9717, loss: 1.9717, grad_norm: 5.9726 2020-10-11 05:26:32,177 - mmaction - INFO - Epoch [5][1900/5010] lr: 7.500e-03, eta: 2 days, 20:56:26, time: 0.956, data_time: 0.006, memory: 10398, top1_acc: 0.5083, top5_acc: 0.7542, loss_cls: 2.1078, loss: 2.1078, grad_norm: 6.4822 2020-10-11 05:26:52,514 - mmaction - INFO - Epoch [5][1920/5010] lr: 7.500e-03, eta: 2 days, 20:55:50, time: 1.018, data_time: 0.002, memory: 10398, top1_acc: 0.5063, top5_acc: 0.7375, loss_cls: 2.1242, loss: 2.1242, grad_norm: 5.9904 2020-10-11 05:27:12,068 - mmaction - INFO - Epoch [5][1940/5010] lr: 7.500e-03, eta: 2 days, 20:55:06, time: 0.977, data_time: 0.010, memory: 10398, top1_acc: 0.5250, top5_acc: 0.7833, loss_cls: 1.9714, loss: 1.9714, grad_norm: 6.0795 2020-10-11 05:27:32,756 - mmaction - INFO - Epoch [5][1960/5010] lr: 7.500e-03, eta: 2 days, 20:54:33, time: 1.034, data_time: 0.002, memory: 10398, top1_acc: 0.4917, top5_acc: 0.7594, loss_cls: 2.1780, loss: 2.1780, grad_norm: 6.4142 2020-10-11 05:27:52,538 - mmaction - INFO - Epoch [5][1980/5010] lr: 7.500e-03, eta: 2 days, 20:53:52, time: 0.990, data_time: 0.008, memory: 10398, top1_acc: 0.5271, top5_acc: 0.7583, loss_cls: 2.0552, loss: 2.0552, grad_norm: 5.9697 2020-10-11 05:28:13,193 - mmaction - INFO - Epoch [5][2000/5010] lr: 7.500e-03, eta: 2 days, 20:53:19, time: 1.033, data_time: 0.003, memory: 10398, top1_acc: 0.5240, top5_acc: 0.7677, loss_cls: 1.9865, loss: 1.9865, grad_norm: 5.7018 2020-10-11 05:28:33,416 - mmaction - INFO - Epoch [5][2020/5010] lr: 7.500e-03, eta: 2 days, 20:52:42, time: 1.012, data_time: 0.007, memory: 10398, top1_acc: 0.5010, top5_acc: 0.7771, loss_cls: 2.0345, loss: 2.0345, grad_norm: 6.1524 2020-10-11 05:28:52,724 - mmaction - INFO - Epoch [5][2040/5010] lr: 7.500e-03, eta: 2 days, 20:51:55, time: 0.961, data_time: 0.006, memory: 10398, top1_acc: 0.5271, top5_acc: 0.7688, loss_cls: 2.0629, loss: 2.0629, grad_norm: 5.9026 2020-10-11 05:29:13,359 - mmaction - INFO - Epoch [5][2060/5010] lr: 7.500e-03, eta: 2 days, 20:51:23, time: 1.035, data_time: 0.008, memory: 10398, top1_acc: 0.4875, top5_acc: 0.7490, loss_cls: 2.1135, loss: 2.1135, grad_norm: 6.1573 2020-10-11 05:29:32,352 - mmaction - INFO - Epoch [5][2080/5010] lr: 7.500e-03, eta: 2 days, 20:50:33, time: 0.950, data_time: 0.007, memory: 10398, top1_acc: 0.5354, top5_acc: 0.7687, loss_cls: 1.9919, loss: 1.9919, grad_norm: 5.8000 2020-10-11 05:29:52,425 - mmaction - INFO - Epoch [5][2100/5010] lr: 7.500e-03, eta: 2 days, 20:49:54, time: 1.001, data_time: 0.006, memory: 10398, top1_acc: 0.5250, top5_acc: 0.7729, loss_cls: 1.9967, loss: 1.9967, grad_norm: 6.0084 2020-10-11 05:30:13,426 - mmaction - INFO - Epoch [5][2120/5010] lr: 7.500e-03, eta: 2 days, 20:49:26, time: 1.053, data_time: 0.007, memory: 10398, top1_acc: 0.5177, top5_acc: 0.7500, loss_cls: 2.0579, loss: 2.0579, grad_norm: 6.1809 2020-10-11 05:30:32,774 - mmaction - INFO - Epoch [5][2140/5010] lr: 7.500e-03, eta: 2 days, 20:48:40, time: 0.967, data_time: 0.007, memory: 10398, top1_acc: 0.5000, top5_acc: 0.7740, loss_cls: 2.0862, loss: 2.0862, grad_norm: 6.2791 2020-10-11 05:30:52,607 - mmaction - INFO - Epoch [5][2160/5010] lr: 7.500e-03, eta: 2 days, 20:47:59, time: 0.992, data_time: 0.003, memory: 10398, top1_acc: 0.5365, top5_acc: 0.7656, loss_cls: 1.9875, loss: 1.9875, grad_norm: 5.8735 2020-10-11 05:31:12,718 - mmaction - INFO - Epoch [5][2180/5010] lr: 7.500e-03, eta: 2 days, 20:47:21, time: 1.006, data_time: 0.007, memory: 10398, top1_acc: 0.5375, top5_acc: 0.7729, loss_cls: 2.0080, loss: 2.0080, grad_norm: 6.2560 2020-10-11 05:31:33,035 - mmaction - INFO - Epoch [5][2200/5010] lr: 7.500e-03, eta: 2 days, 20:46:45, time: 1.015, data_time: 0.002, memory: 10398, top1_acc: 0.4948, top5_acc: 0.7490, loss_cls: 2.1173, loss: 2.1173, grad_norm: 6.0216 2020-10-11 05:31:53,434 - mmaction - INFO - Epoch [5][2220/5010] lr: 7.500e-03, eta: 2 days, 20:46:10, time: 1.020, data_time: 0.008, memory: 10398, top1_acc: 0.5417, top5_acc: 0.7813, loss_cls: 1.9449, loss: 1.9449, grad_norm: 5.8877 2020-10-11 05:32:13,215 - mmaction - INFO - Epoch [5][2240/5010] lr: 7.500e-03, eta: 2 days, 20:45:29, time: 0.989, data_time: 0.002, memory: 10398, top1_acc: 0.4906, top5_acc: 0.7448, loss_cls: 2.1548, loss: 2.1548, grad_norm: 6.0597 2020-10-11 05:32:34,471 - mmaction - INFO - Epoch [5][2260/5010] lr: 7.500e-03, eta: 2 days, 20:45:02, time: 1.060, data_time: 0.008, memory: 10398, top1_acc: 0.4687, top5_acc: 0.7656, loss_cls: 2.1936, loss: 2.1936, grad_norm: 6.2386 2020-10-11 05:32:53,437 - mmaction - INFO - Epoch [5][2280/5010] lr: 7.500e-03, eta: 2 days, 20:44:13, time: 0.951, data_time: 0.006, memory: 10398, top1_acc: 0.4854, top5_acc: 0.7573, loss_cls: 2.0881, loss: 2.0881, grad_norm: 6.0916 2020-10-11 05:33:13,605 - mmaction - INFO - Epoch [5][2300/5010] lr: 7.500e-03, eta: 2 days, 20:43:36, time: 1.009, data_time: 0.007, memory: 10398, top1_acc: 0.5115, top5_acc: 0.7583, loss_cls: 2.0936, loss: 2.0936, grad_norm: 6.1878 2020-10-11 05:33:33,750 - mmaction - INFO - Epoch [5][2320/5010] lr: 7.500e-03, eta: 2 days, 20:42:58, time: 1.007, data_time: 0.002, memory: 10398, top1_acc: 0.4979, top5_acc: 0.7594, loss_cls: 2.0875, loss: 2.0875, grad_norm: 6.0556 2020-10-11 05:33:54,300 - mmaction - INFO - Epoch [5][2340/5010] lr: 7.500e-03, eta: 2 days, 20:42:25, time: 1.026, data_time: 0.003, memory: 10398, top1_acc: 0.5094, top5_acc: 0.7458, loss_cls: 2.1387, loss: 2.1387, grad_norm: 5.9307 2020-10-11 05:34:14,724 - mmaction - INFO - Epoch [5][2360/5010] lr: 7.500e-03, eta: 2 days, 20:41:50, time: 1.023, data_time: 0.004, memory: 10398, top1_acc: 0.5240, top5_acc: 0.7708, loss_cls: 1.9808, loss: 1.9808, grad_norm: 6.2518 2020-10-11 05:34:33,685 - mmaction - INFO - Epoch [5][2380/5010] lr: 7.500e-03, eta: 2 days, 20:41:00, time: 0.945, data_time: 0.006, memory: 10398, top1_acc: 0.5177, top5_acc: 0.7760, loss_cls: 2.0009, loss: 2.0009, grad_norm: 5.7311 2020-10-11 05:34:54,538 - mmaction - INFO - Epoch [5][2400/5010] lr: 7.500e-03, eta: 2 days, 20:40:31, time: 1.045, data_time: 0.008, memory: 10398, top1_acc: 0.4906, top5_acc: 0.7375, loss_cls: 2.1907, loss: 2.1907, grad_norm: 6.0039 2020-10-11 05:35:14,460 - mmaction - INFO - Epoch [5][2420/5010] lr: 7.500e-03, eta: 2 days, 20:39:51, time: 0.996, data_time: 0.003, memory: 10398, top1_acc: 0.5396, top5_acc: 0.7719, loss_cls: 1.9711, loss: 1.9711, grad_norm: 6.1964 2020-10-11 05:35:35,560 - mmaction - INFO - Epoch [5][2440/5010] lr: 7.500e-03, eta: 2 days, 20:39:23, time: 1.054, data_time: 0.006, memory: 10398, top1_acc: 0.5333, top5_acc: 0.7865, loss_cls: 1.9204, loss: 1.9204, grad_norm: 6.1604 2020-10-11 05:35:55,920 - mmaction - INFO - Epoch [5][2460/5010] lr: 7.500e-03, eta: 2 days, 20:38:49, time: 1.019, data_time: 0.006, memory: 10398, top1_acc: 0.5177, top5_acc: 0.7635, loss_cls: 2.0386, loss: 2.0386, grad_norm: 6.2935 2020-10-11 05:36:16,073 - mmaction - INFO - Epoch [5][2480/5010] lr: 7.500e-03, eta: 2 days, 20:38:12, time: 1.008, data_time: 0.003, memory: 10398, top1_acc: 0.4990, top5_acc: 0.7427, loss_cls: 2.0994, loss: 2.0994, grad_norm: 5.8525 2020-10-11 05:36:36,340 - mmaction - INFO - Epoch [5][2500/5010] lr: 7.500e-03, eta: 2 days, 20:37:35, time: 1.008, data_time: 0.006, memory: 10398, top1_acc: 0.5104, top5_acc: 0.7448, loss_cls: 2.1047, loss: 2.1047, grad_norm: 5.9702 2020-10-11 05:36:56,711 - mmaction - INFO - Epoch [5][2520/5010] lr: 7.500e-03, eta: 2 days, 20:37:00, time: 1.022, data_time: 0.009, memory: 10398, top1_acc: 0.5250, top5_acc: 0.7604, loss_cls: 2.0148, loss: 2.0148, grad_norm: 6.0076 2020-10-11 05:37:16,609 - mmaction - INFO - Epoch [5][2540/5010] lr: 7.500e-03, eta: 2 days, 20:36:21, time: 0.996, data_time: 0.004, memory: 10398, top1_acc: 0.5094, top5_acc: 0.7656, loss_cls: 1.9575, loss: 1.9575, grad_norm: 5.9026 2020-10-11 05:37:36,722 - mmaction - INFO - Epoch [5][2560/5010] lr: 7.500e-03, eta: 2 days, 20:35:43, time: 1.002, data_time: 0.006, memory: 10398, top1_acc: 0.5198, top5_acc: 0.7646, loss_cls: 2.0272, loss: 2.0272, grad_norm: 5.8097 2020-10-11 05:37:56,715 - mmaction - INFO - Epoch [5][2580/5010] lr: 7.500e-03, eta: 2 days, 20:35:05, time: 1.002, data_time: 0.007, memory: 10398, top1_acc: 0.5177, top5_acc: 0.7510, loss_cls: 2.1035, loss: 2.1035, grad_norm: 6.3286 2020-10-11 05:38:16,898 - mmaction - INFO - Epoch [5][2600/5010] lr: 7.500e-03, eta: 2 days, 20:34:29, time: 1.010, data_time: 0.003, memory: 10398, top1_acc: 0.5104, top5_acc: 0.7542, loss_cls: 2.0706, loss: 2.0706, grad_norm: 6.1132 2020-10-11 05:38:36,936 - mmaction - INFO - Epoch [5][2620/5010] lr: 7.500e-03, eta: 2 days, 20:33:50, time: 1.000, data_time: 0.005, memory: 10398, top1_acc: 0.5063, top5_acc: 0.7625, loss_cls: 2.0522, loss: 2.0522, grad_norm: 5.7507 2020-10-11 05:38:56,981 - mmaction - INFO - Epoch [5][2640/5010] lr: 7.500e-03, eta: 2 days, 20:33:13, time: 1.004, data_time: 0.007, memory: 10398, top1_acc: 0.5344, top5_acc: 0.7677, loss_cls: 2.0028, loss: 2.0028, grad_norm: 5.7970 2020-10-11 05:39:18,275 - mmaction - INFO - Epoch [5][2660/5010] lr: 7.500e-03, eta: 2 days, 20:32:47, time: 1.065, data_time: 0.002, memory: 10398, top1_acc: 0.5042, top5_acc: 0.7552, loss_cls: 2.1362, loss: 2.1362, grad_norm: 6.0548 2020-10-11 05:39:39,119 - mmaction - INFO - Epoch [5][2680/5010] lr: 7.500e-03, eta: 2 days, 20:32:16, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.5000, top5_acc: 0.7552, loss_cls: 2.0764, loss: 2.0764, grad_norm: 6.0310 2020-10-11 05:40:00,583 - mmaction - INFO - Epoch [5][2700/5010] lr: 7.500e-03, eta: 2 days, 20:31:54, time: 1.077, data_time: 0.008, memory: 10398, top1_acc: 0.5125, top5_acc: 0.7552, loss_cls: 2.0723, loss: 2.0723, grad_norm: 6.2561 2020-10-11 05:40:19,970 - mmaction - INFO - Epoch [5][2720/5010] lr: 7.500e-03, eta: 2 days, 20:31:09, time: 0.969, data_time: 0.002, memory: 10398, top1_acc: 0.5115, top5_acc: 0.7594, loss_cls: 2.0816, loss: 2.0816, grad_norm: 6.2651 2020-10-11 05:40:40,550 - mmaction - INFO - Epoch [5][2740/5010] lr: 7.500e-03, eta: 2 days, 20:30:37, time: 1.029, data_time: 0.007, memory: 10398, top1_acc: 0.4802, top5_acc: 0.7438, loss_cls: 2.1866, loss: 2.1866, grad_norm: 6.2536 2020-10-11 05:41:01,012 - mmaction - INFO - Epoch [5][2760/5010] lr: 7.500e-03, eta: 2 days, 20:30:03, time: 1.023, data_time: 0.003, memory: 10398, top1_acc: 0.4875, top5_acc: 0.7396, loss_cls: 2.1567, loss: 2.1567, grad_norm: 6.0543 2020-10-11 05:41:22,438 - mmaction - INFO - Epoch [5][2780/5010] lr: 7.500e-03, eta: 2 days, 20:29:39, time: 1.071, data_time: 0.002, memory: 10398, top1_acc: 0.5094, top5_acc: 0.7563, loss_cls: 2.0755, loss: 2.0755, grad_norm: 6.2878 2020-10-11 05:41:43,205 - mmaction - INFO - Epoch [5][2800/5010] lr: 7.500e-03, eta: 2 days, 20:29:08, time: 1.038, data_time: 0.002, memory: 10398, top1_acc: 0.5229, top5_acc: 0.7667, loss_cls: 2.0047, loss: 2.0047, grad_norm: 6.0656 2020-10-11 05:42:03,196 - mmaction - INFO - Epoch [5][2820/5010] lr: 7.500e-03, eta: 2 days, 20:28:30, time: 1.000, data_time: 0.005, memory: 10398, top1_acc: 0.5073, top5_acc: 0.7573, loss_cls: 2.0704, loss: 2.0704, grad_norm: 6.1797 2020-10-11 05:42:23,553 - mmaction - INFO - Epoch [5][2840/5010] lr: 7.500e-03, eta: 2 days, 20:27:56, time: 1.018, data_time: 0.002, memory: 10398, top1_acc: 0.5271, top5_acc: 0.7656, loss_cls: 2.0064, loss: 2.0064, grad_norm: 6.1023 2020-10-11 05:42:43,060 - mmaction - INFO - Epoch [5][2860/5010] lr: 7.500e-03, eta: 2 days, 20:27:13, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.4969, top5_acc: 0.7625, loss_cls: 2.0834, loss: 2.0834, grad_norm: 5.9259 2020-10-11 05:43:03,270 - mmaction - INFO - Epoch [5][2880/5010] lr: 7.500e-03, eta: 2 days, 20:26:37, time: 1.011, data_time: 0.007, memory: 10398, top1_acc: 0.5073, top5_acc: 0.7792, loss_cls: 2.0803, loss: 2.0803, grad_norm: 6.1671 2020-10-11 05:43:24,107 - mmaction - INFO - Epoch [5][2900/5010] lr: 7.500e-03, eta: 2 days, 20:26:07, time: 1.042, data_time: 0.002, memory: 10398, top1_acc: 0.5073, top5_acc: 0.7573, loss_cls: 2.1067, loss: 2.1067, grad_norm: 6.2205 2020-10-11 05:43:43,100 - mmaction - INFO - Epoch [5][2920/5010] lr: 7.500e-03, eta: 2 days, 20:25:19, time: 0.950, data_time: 0.002, memory: 10398, top1_acc: 0.5094, top5_acc: 0.7531, loss_cls: 2.0481, loss: 2.0481, grad_norm: 6.0623 2020-10-11 05:44:04,499 - mmaction - INFO - Epoch [5][2940/5010] lr: 7.500e-03, eta: 2 days, 20:24:54, time: 1.068, data_time: 0.001, memory: 10398, top1_acc: 0.5052, top5_acc: 0.7656, loss_cls: 2.0304, loss: 2.0304, grad_norm: 6.1808 2020-10-11 05:44:23,888 - mmaction - INFO - Epoch [5][2960/5010] lr: 7.500e-03, eta: 2 days, 20:24:11, time: 0.972, data_time: 0.007, memory: 10398, top1_acc: 0.5042, top5_acc: 0.7521, loss_cls: 2.1033, loss: 2.1033, grad_norm: 5.9981 2020-10-11 05:44:44,417 - mmaction - INFO - Epoch [5][2980/5010] lr: 7.500e-03, eta: 2 days, 20:23:38, time: 1.026, data_time: 0.002, memory: 10398, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 2.0810, loss: 2.0810, grad_norm: 6.2829 2020-10-11 05:45:06,174 - mmaction - INFO - Epoch [5][3000/5010] lr: 7.500e-03, eta: 2 days, 20:23:17, time: 1.084, data_time: 0.005, memory: 10398, top1_acc: 0.5292, top5_acc: 0.7833, loss_cls: 2.0052, loss: 2.0052, grad_norm: 6.0718 2020-10-11 05:45:25,327 - mmaction - INFO - Epoch [5][3020/5010] lr: 7.500e-03, eta: 2 days, 20:22:31, time: 0.960, data_time: 0.008, memory: 10398, top1_acc: 0.5229, top5_acc: 0.7698, loss_cls: 2.0381, loss: 2.0381, grad_norm: 6.2025 2020-10-11 05:45:45,556 - mmaction - INFO - Epoch [5][3040/5010] lr: 7.500e-03, eta: 2 days, 20:21:55, time: 1.012, data_time: 0.003, memory: 10398, top1_acc: 0.5208, top5_acc: 0.7635, loss_cls: 1.9682, loss: 1.9682, grad_norm: 6.0302 2020-10-11 05:46:06,157 - mmaction - INFO - Epoch [5][3060/5010] lr: 7.500e-03, eta: 2 days, 20:21:24, time: 1.031, data_time: 0.004, memory: 10398, top1_acc: 0.5146, top5_acc: 0.7719, loss_cls: 2.0286, loss: 2.0286, grad_norm: 5.8986 2020-10-11 05:46:25,689 - mmaction - INFO - Epoch [5][3080/5010] lr: 7.500e-03, eta: 2 days, 20:20:41, time: 0.976, data_time: 0.004, memory: 10398, top1_acc: 0.5094, top5_acc: 0.7937, loss_cls: 1.9744, loss: 1.9744, grad_norm: 5.9502 2020-10-11 05:46:46,227 - mmaction - INFO - Epoch [5][3100/5010] lr: 7.500e-03, eta: 2 days, 20:20:09, time: 1.027, data_time: 0.002, memory: 10398, top1_acc: 0.4979, top5_acc: 0.7677, loss_cls: 2.0709, loss: 2.0709, grad_norm: 6.1819 2020-10-11 05:47:06,629 - mmaction - INFO - Epoch [5][3120/5010] lr: 7.500e-03, eta: 2 days, 20:19:34, time: 1.017, data_time: 0.007, memory: 10398, top1_acc: 0.4896, top5_acc: 0.7417, loss_cls: 2.1994, loss: 2.1994, grad_norm: 6.2182 2020-10-11 05:47:26,549 - mmaction - INFO - Epoch [5][3140/5010] lr: 7.500e-03, eta: 2 days, 20:18:56, time: 0.999, data_time: 0.007, memory: 10398, top1_acc: 0.5219, top5_acc: 0.7604, loss_cls: 2.0547, loss: 2.0547, grad_norm: 5.8964 2020-10-11 05:47:46,806 - mmaction - INFO - Epoch [5][3160/5010] lr: 7.500e-03, eta: 2 days, 20:18:21, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.5021, top5_acc: 0.7573, loss_cls: 2.0852, loss: 2.0852, grad_norm: 6.2270 2020-10-11 05:48:06,439 - mmaction - INFO - Epoch [5][3180/5010] lr: 7.500e-03, eta: 2 days, 20:17:40, time: 0.982, data_time: 0.006, memory: 10398, top1_acc: 0.4958, top5_acc: 0.7625, loss_cls: 2.0757, loss: 2.0757, grad_norm: 6.0430 2020-10-11 05:48:27,265 - mmaction - INFO - Epoch [5][3200/5010] lr: 7.500e-03, eta: 2 days, 20:17:10, time: 1.042, data_time: 0.002, memory: 10398, top1_acc: 0.5167, top5_acc: 0.7781, loss_cls: 2.0093, loss: 2.0093, grad_norm: 6.0272 2020-10-11 05:48:47,216 - mmaction - INFO - Epoch [5][3220/5010] lr: 7.500e-03, eta: 2 days, 20:16:32, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.5250, top5_acc: 0.7740, loss_cls: 1.9661, loss: 1.9661, grad_norm: 5.8733 2020-10-11 05:49:07,395 - mmaction - INFO - Epoch [5][3240/5010] lr: 7.500e-03, eta: 2 days, 20:15:56, time: 1.007, data_time: 0.006, memory: 10398, top1_acc: 0.5479, top5_acc: 0.7740, loss_cls: 1.9212, loss: 1.9212, grad_norm: 5.7470 2020-10-11 05:49:27,271 - mmaction - INFO - Epoch [5][3260/5010] lr: 7.500e-03, eta: 2 days, 20:15:18, time: 0.996, data_time: 0.008, memory: 10398, top1_acc: 0.5115, top5_acc: 0.7719, loss_cls: 2.0340, loss: 2.0340, grad_norm: 5.9845 2020-10-11 05:49:47,724 - mmaction - INFO - Epoch [5][3280/5010] lr: 7.500e-03, eta: 2 days, 20:14:45, time: 1.023, data_time: 0.002, memory: 10398, top1_acc: 0.5333, top5_acc: 0.7844, loss_cls: 1.9744, loss: 1.9744, grad_norm: 6.2078 2020-10-11 05:50:08,063 - mmaction - INFO - Epoch [5][3300/5010] lr: 7.500e-03, eta: 2 days, 20:14:10, time: 1.017, data_time: 0.005, memory: 10398, top1_acc: 0.5406, top5_acc: 0.7865, loss_cls: 1.9584, loss: 1.9584, grad_norm: 6.1260 2020-10-11 05:50:28,833 - mmaction - INFO - Epoch [5][3320/5010] lr: 7.500e-03, eta: 2 days, 20:13:40, time: 1.039, data_time: 0.002, memory: 10398, top1_acc: 0.5021, top5_acc: 0.7469, loss_cls: 2.0973, loss: 2.0973, grad_norm: 6.2555 2020-10-11 05:50:48,400 - mmaction - INFO - Epoch [5][3340/5010] lr: 7.500e-03, eta: 2 days, 20:12:59, time: 0.978, data_time: 0.002, memory: 10398, top1_acc: 0.4875, top5_acc: 0.7448, loss_cls: 2.1278, loss: 2.1278, grad_norm: 6.1257 2020-10-11 05:51:08,551 - mmaction - INFO - Epoch [5][3360/5010] lr: 7.500e-03, eta: 2 days, 20:12:22, time: 1.003, data_time: 0.006, memory: 10398, top1_acc: 0.5010, top5_acc: 0.7573, loss_cls: 2.1234, loss: 2.1234, grad_norm: 6.2300 2020-10-11 05:51:28,183 - mmaction - INFO - Epoch [5][3380/5010] lr: 7.500e-03, eta: 2 days, 20:11:42, time: 0.986, data_time: 0.007, memory: 10398, top1_acc: 0.4958, top5_acc: 0.7302, loss_cls: 2.1971, loss: 2.1971, grad_norm: 6.0845 2020-10-11 05:51:49,004 - mmaction - INFO - Epoch [5][3400/5010] lr: 7.500e-03, eta: 2 days, 20:11:13, time: 1.041, data_time: 0.002, memory: 10398, top1_acc: 0.4990, top5_acc: 0.7427, loss_cls: 2.1007, loss: 2.1007, grad_norm: 5.9523 2020-10-11 05:52:08,753 - mmaction - INFO - Epoch [5][3420/5010] lr: 7.500e-03, eta: 2 days, 20:10:33, time: 0.986, data_time: 0.005, memory: 10398, top1_acc: 0.5313, top5_acc: 0.7802, loss_cls: 1.9925, loss: 1.9925, grad_norm: 6.2023 2020-10-11 05:52:28,030 - mmaction - INFO - Epoch [5][3440/5010] lr: 7.500e-03, eta: 2 days, 20:09:48, time: 0.965, data_time: 0.003, memory: 10398, top1_acc: 0.5302, top5_acc: 0.7583, loss_cls: 2.0742, loss: 2.0742, grad_norm: 5.9672 2020-10-11 05:52:48,649 - mmaction - INFO - Epoch [5][3460/5010] lr: 7.500e-03, eta: 2 days, 20:09:17, time: 1.031, data_time: 0.002, memory: 10398, top1_acc: 0.5167, top5_acc: 0.7646, loss_cls: 2.0585, loss: 2.0585, grad_norm: 6.0268 2020-10-11 05:53:09,388 - mmaction - INFO - Epoch [5][3480/5010] lr: 7.500e-03, eta: 2 days, 20:08:47, time: 1.037, data_time: 0.007, memory: 10398, top1_acc: 0.5292, top5_acc: 0.7615, loss_cls: 1.9749, loss: 1.9749, grad_norm: 5.5013 2020-10-11 05:53:29,115 - mmaction - INFO - Epoch [5][3500/5010] lr: 7.500e-03, eta: 2 days, 20:08:07, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.5250, top5_acc: 0.7833, loss_cls: 1.9426, loss: 1.9426, grad_norm: 6.0544 2020-10-11 05:53:48,883 - mmaction - INFO - Epoch [5][3520/5010] lr: 7.500e-03, eta: 2 days, 20:07:28, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.5229, top5_acc: 0.7646, loss_cls: 2.0362, loss: 2.0362, grad_norm: 6.0714 2020-10-11 05:54:09,769 - mmaction - INFO - Epoch [5][3540/5010] lr: 7.500e-03, eta: 2 days, 20:06:59, time: 1.045, data_time: 0.007, memory: 10398, top1_acc: 0.5052, top5_acc: 0.7625, loss_cls: 2.0746, loss: 2.0746, grad_norm: 6.0419 2020-10-11 05:54:30,293 - mmaction - INFO - Epoch [5][3560/5010] lr: 7.500e-03, eta: 2 days, 20:06:27, time: 1.026, data_time: 0.002, memory: 10398, top1_acc: 0.5240, top5_acc: 0.7812, loss_cls: 1.9889, loss: 1.9889, grad_norm: 5.8746 2020-10-11 05:54:50,413 - mmaction - INFO - Epoch [5][3580/5010] lr: 7.500e-03, eta: 2 days, 20:05:51, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.0687, loss: 2.0687, grad_norm: 6.1428 2020-10-11 05:55:11,533 - mmaction - INFO - Epoch [5][3600/5010] lr: 7.500e-03, eta: 2 days, 20:05:25, time: 1.056, data_time: 0.006, memory: 10398, top1_acc: 0.5271, top5_acc: 0.7792, loss_cls: 2.0048, loss: 2.0048, grad_norm: 5.7757 2020-10-11 05:55:30,955 - mmaction - INFO - Epoch [5][3620/5010] lr: 7.500e-03, eta: 2 days, 20:04:42, time: 0.971, data_time: 0.003, memory: 10398, top1_acc: 0.5115, top5_acc: 0.7750, loss_cls: 2.0507, loss: 2.0507, grad_norm: 6.2961 2020-10-11 05:55:51,056 - mmaction - INFO - Epoch [5][3640/5010] lr: 7.500e-03, eta: 2 days, 20:04:06, time: 1.001, data_time: 0.001, memory: 10398, top1_acc: 0.5010, top5_acc: 0.7573, loss_cls: 2.0728, loss: 2.0728, grad_norm: 6.1317 2020-10-11 05:56:11,549 - mmaction - INFO - Epoch [5][3660/5010] lr: 7.500e-03, eta: 2 days, 20:03:34, time: 1.029, data_time: 0.008, memory: 10398, top1_acc: 0.5104, top5_acc: 0.7667, loss_cls: 1.9995, loss: 1.9995, grad_norm: 5.9606 2020-10-11 05:56:31,839 - mmaction - INFO - Epoch [5][3680/5010] lr: 7.500e-03, eta: 2 days, 20:02:59, time: 1.012, data_time: 0.005, memory: 10398, top1_acc: 0.5094, top5_acc: 0.7531, loss_cls: 2.0845, loss: 2.0845, grad_norm: 6.0102 2020-10-11 05:56:51,775 - mmaction - INFO - Epoch [5][3700/5010] lr: 7.500e-03, eta: 2 days, 20:02:22, time: 0.998, data_time: 0.006, memory: 10398, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.0552, loss: 2.0552, grad_norm: 6.0288 2020-10-11 05:57:11,597 - mmaction - INFO - Epoch [5][3720/5010] lr: 7.500e-03, eta: 2 days, 20:01:44, time: 0.992, data_time: 0.004, memory: 10398, top1_acc: 0.4990, top5_acc: 0.7510, loss_cls: 2.0609, loss: 2.0609, grad_norm: 5.8811 2020-10-11 05:57:31,943 - mmaction - INFO - Epoch [5][3740/5010] lr: 7.500e-03, eta: 2 days, 20:01:09, time: 1.014, data_time: 0.006, memory: 10398, top1_acc: 0.5208, top5_acc: 0.7781, loss_cls: 1.9752, loss: 1.9752, grad_norm: 5.8827 2020-10-11 05:57:51,767 - mmaction - INFO - Epoch [5][3760/5010] lr: 7.500e-03, eta: 2 days, 20:00:31, time: 0.994, data_time: 0.007, memory: 10398, top1_acc: 0.5375, top5_acc: 0.7719, loss_cls: 1.9540, loss: 1.9540, grad_norm: 5.9663 2020-10-11 05:58:12,257 - mmaction - INFO - Epoch [5][3780/5010] lr: 7.500e-03, eta: 2 days, 19:59:59, time: 1.025, data_time: 0.005, memory: 10398, top1_acc: 0.5115, top5_acc: 0.7719, loss_cls: 2.0757, loss: 2.0757, grad_norm: 6.0974 2020-10-11 05:58:31,754 - mmaction - INFO - Epoch [5][3800/5010] lr: 7.500e-03, eta: 2 days, 19:59:18, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.5302, top5_acc: 0.7927, loss_cls: 1.9781, loss: 1.9781, grad_norm: 6.0225 2020-10-11 05:58:51,763 - mmaction - INFO - Epoch [5][3820/5010] lr: 7.500e-03, eta: 2 days, 19:58:40, time: 0.994, data_time: 0.007, memory: 10398, top1_acc: 0.5156, top5_acc: 0.7573, loss_cls: 2.0267, loss: 2.0267, grad_norm: 5.9010 2020-10-11 05:59:11,749 - mmaction - INFO - Epoch [5][3840/5010] lr: 7.500e-03, eta: 2 days, 19:58:04, time: 1.006, data_time: 0.009, memory: 10398, top1_acc: 0.5198, top5_acc: 0.7552, loss_cls: 2.0931, loss: 2.0931, grad_norm: 6.1697 2020-10-11 05:59:31,785 - mmaction - INFO - Epoch [5][3860/5010] lr: 7.500e-03, eta: 2 days, 19:57:28, time: 1.001, data_time: 0.006, memory: 10398, top1_acc: 0.5313, top5_acc: 0.7802, loss_cls: 1.9704, loss: 1.9704, grad_norm: 5.8451 2020-10-11 05:59:52,691 - mmaction - INFO - Epoch [5][3880/5010] lr: 7.500e-03, eta: 2 days, 19:57:00, time: 1.045, data_time: 0.002, memory: 10398, top1_acc: 0.4958, top5_acc: 0.7458, loss_cls: 2.1683, loss: 2.1683, grad_norm: 6.1115 2020-10-11 06:00:13,969 - mmaction - INFO - Epoch [5][3900/5010] lr: 7.500e-03, eta: 2 days, 19:56:33, time: 1.054, data_time: 0.003, memory: 10398, top1_acc: 0.5375, top5_acc: 0.7813, loss_cls: 2.0414, loss: 2.0414, grad_norm: 5.8235 2020-10-11 06:00:38,702 - mmaction - INFO - Epoch [5][3920/5010] lr: 7.500e-03, eta: 2 days, 19:56:41, time: 1.232, data_time: 0.035, memory: 10398, top1_acc: 0.5604, top5_acc: 0.7865, loss_cls: 1.8924, loss: 1.8924, grad_norm: 6.0314 2020-10-11 06:00:57,415 - mmaction - INFO - Epoch [5][3940/5010] lr: 7.500e-03, eta: 2 days, 19:55:55, time: 0.950, data_time: 0.024, memory: 10398, top1_acc: 0.5104, top5_acc: 0.7354, loss_cls: 2.1355, loss: 2.1355, grad_norm: 5.9957 2020-10-11 06:01:17,128 - mmaction - INFO - Epoch [5][3960/5010] lr: 7.500e-03, eta: 2 days, 19:55:15, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.5083, top5_acc: 0.7448, loss_cls: 2.1413, loss: 2.1413, grad_norm: 6.0931 2020-10-11 06:01:37,264 - mmaction - INFO - Epoch [5][3980/5010] lr: 7.500e-03, eta: 2 days, 19:54:40, time: 1.007, data_time: 0.006, memory: 10398, top1_acc: 0.5063, top5_acc: 0.7594, loss_cls: 2.0958, loss: 2.0958, grad_norm: 6.0689 2020-10-11 06:01:57,242 - mmaction - INFO - Epoch [5][4000/5010] lr: 7.500e-03, eta: 2 days, 19:54:03, time: 0.999, data_time: 0.002, memory: 10398, top1_acc: 0.5115, top5_acc: 0.7635, loss_cls: 2.0737, loss: 2.0737, grad_norm: 6.0878 2020-10-11 06:02:17,324 - mmaction - INFO - Epoch [5][4020/5010] lr: 7.500e-03, eta: 2 days, 19:53:27, time: 1.004, data_time: 0.002, memory: 10398, top1_acc: 0.5104, top5_acc: 0.7625, loss_cls: 2.0634, loss: 2.0634, grad_norm: 6.2486 2020-10-11 06:02:38,321 - mmaction - INFO - Epoch [5][4040/5010] lr: 7.500e-03, eta: 2 days, 19:52:59, time: 1.045, data_time: 0.006, memory: 10398, top1_acc: 0.5271, top5_acc: 0.7865, loss_cls: 1.9688, loss: 1.9688, grad_norm: 5.9500 2020-10-11 06:02:58,458 - mmaction - INFO - Epoch [5][4060/5010] lr: 7.500e-03, eta: 2 days, 19:52:25, time: 1.011, data_time: 0.008, memory: 10398, top1_acc: 0.5333, top5_acc: 0.7865, loss_cls: 1.9249, loss: 1.9249, grad_norm: 5.7379 2020-10-11 06:03:17,275 - mmaction - INFO - Epoch [5][4080/5010] lr: 7.500e-03, eta: 2 days, 19:51:37, time: 0.941, data_time: 0.002, memory: 10398, top1_acc: 0.5260, top5_acc: 0.7750, loss_cls: 1.9653, loss: 1.9653, grad_norm: 5.8563 2020-10-11 06:03:37,324 - mmaction - INFO - Epoch [5][4100/5010] lr: 7.500e-03, eta: 2 days, 19:51:01, time: 1.002, data_time: 0.006, memory: 10398, top1_acc: 0.5146, top5_acc: 0.7698, loss_cls: 2.0217, loss: 2.0217, grad_norm: 5.8046 2020-10-11 06:03:56,857 - mmaction - INFO - Epoch [5][4120/5010] lr: 7.500e-03, eta: 2 days, 19:50:21, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.5240, top5_acc: 0.7573, loss_cls: 2.0694, loss: 2.0694, grad_norm: 6.0798 2020-10-11 06:04:18,026 - mmaction - INFO - Epoch [5][4140/5010] lr: 7.500e-03, eta: 2 days, 19:49:55, time: 1.058, data_time: 0.002, memory: 10398, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.0736, loss: 2.0736, grad_norm: 5.9219 2020-10-11 06:04:37,743 - mmaction - INFO - Epoch [5][4160/5010] lr: 7.500e-03, eta: 2 days, 19:49:16, time: 0.984, data_time: 0.006, memory: 10398, top1_acc: 0.5365, top5_acc: 0.7833, loss_cls: 1.9527, loss: 1.9527, grad_norm: 5.8505 2020-10-11 06:04:57,272 - mmaction - INFO - Epoch [5][4180/5010] lr: 7.500e-03, eta: 2 days, 19:48:35, time: 0.978, data_time: 0.007, memory: 10398, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 2.0272, loss: 2.0272, grad_norm: 6.1297 2020-10-11 06:05:17,366 - mmaction - INFO - Epoch [5][4200/5010] lr: 7.500e-03, eta: 2 days, 19:48:00, time: 1.004, data_time: 0.003, memory: 10398, top1_acc: 0.5000, top5_acc: 0.7563, loss_cls: 2.1094, loss: 2.1094, grad_norm: 6.2409 2020-10-11 06:05:37,216 - mmaction - INFO - Epoch [5][4220/5010] lr: 7.500e-03, eta: 2 days, 19:47:22, time: 0.990, data_time: 0.007, memory: 10398, top1_acc: 0.5146, top5_acc: 0.7708, loss_cls: 2.0295, loss: 2.0295, grad_norm: 5.9273 2020-10-11 06:05:57,494 - mmaction - INFO - Epoch [5][4240/5010] lr: 7.500e-03, eta: 2 days, 19:46:49, time: 1.018, data_time: 0.007, memory: 10398, top1_acc: 0.5073, top5_acc: 0.7365, loss_cls: 2.1067, loss: 2.1067, grad_norm: 6.0364 2020-10-11 06:06:17,265 - mmaction - INFO - Epoch [5][4260/5010] lr: 7.500e-03, eta: 2 days, 19:46:10, time: 0.989, data_time: 0.002, memory: 10398, top1_acc: 0.5208, top5_acc: 0.7625, loss_cls: 2.0587, loss: 2.0587, grad_norm: 5.7683 2020-10-11 06:06:37,655 - mmaction - INFO - Epoch [5][4280/5010] lr: 7.500e-03, eta: 2 days, 19:45:37, time: 1.015, data_time: 0.006, memory: 10398, top1_acc: 0.4906, top5_acc: 0.7563, loss_cls: 2.1160, loss: 2.1160, grad_norm: 6.0683 2020-10-11 06:06:57,011 - mmaction - INFO - Epoch [5][4300/5010] lr: 7.500e-03, eta: 2 days, 19:44:56, time: 0.973, data_time: 0.009, memory: 10398, top1_acc: 0.5021, top5_acc: 0.7833, loss_cls: 2.0052, loss: 2.0052, grad_norm: 6.0034 2020-10-11 06:07:16,410 - mmaction - INFO - Epoch [5][4320/5010] lr: 7.500e-03, eta: 2 days, 19:44:14, time: 0.970, data_time: 0.002, memory: 10398, top1_acc: 0.5219, top5_acc: 0.7667, loss_cls: 2.0203, loss: 2.0203, grad_norm: 6.2112 2020-10-11 06:07:37,521 - mmaction - INFO - Epoch [5][4340/5010] lr: 7.500e-03, eta: 2 days, 19:43:48, time: 1.052, data_time: 0.004, memory: 10398, top1_acc: 0.5229, top5_acc: 0.7615, loss_cls: 2.0573, loss: 2.0573, grad_norm: 6.1798 2020-10-11 06:07:57,261 - mmaction - INFO - Epoch [5][4360/5010] lr: 7.500e-03, eta: 2 days, 19:43:10, time: 0.990, data_time: 0.007, memory: 10398, top1_acc: 0.5281, top5_acc: 0.7802, loss_cls: 2.0241, loss: 2.0241, grad_norm: 5.8099 2020-10-11 06:08:17,017 - mmaction - INFO - Epoch [5][4380/5010] lr: 7.500e-03, eta: 2 days, 19:42:31, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.5073, top5_acc: 0.7646, loss_cls: 2.0317, loss: 2.0317, grad_norm: 5.9751 2020-10-11 06:08:36,132 - mmaction - INFO - Epoch [5][4400/5010] lr: 7.500e-03, eta: 2 days, 19:41:46, time: 0.951, data_time: 0.005, memory: 10398, top1_acc: 0.5177, top5_acc: 0.7531, loss_cls: 2.0574, loss: 2.0574, grad_norm: 6.0509 2020-10-11 06:08:55,902 - mmaction - INFO - Epoch [5][4420/5010] lr: 7.500e-03, eta: 2 days, 19:41:09, time: 0.993, data_time: 0.008, memory: 10398, top1_acc: 0.5167, top5_acc: 0.7708, loss_cls: 2.0132, loss: 2.0132, grad_norm: 5.9916 2020-10-11 06:09:15,122 - mmaction - INFO - Epoch [5][4440/5010] lr: 7.500e-03, eta: 2 days, 19:40:26, time: 0.961, data_time: 0.002, memory: 10398, top1_acc: 0.5375, top5_acc: 0.7740, loss_cls: 1.9993, loss: 1.9993, grad_norm: 5.8045 2020-10-11 06:09:35,026 - mmaction - INFO - Epoch [5][4460/5010] lr: 7.500e-03, eta: 2 days, 19:39:49, time: 0.996, data_time: 0.007, memory: 10398, top1_acc: 0.5125, top5_acc: 0.7615, loss_cls: 2.0915, loss: 2.0915, grad_norm: 6.3073 2020-10-11 06:09:54,746 - mmaction - INFO - Epoch [5][4480/5010] lr: 7.500e-03, eta: 2 days, 19:39:11, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.5177, top5_acc: 0.7688, loss_cls: 2.0390, loss: 2.0390, grad_norm: 6.1745 2020-10-11 06:10:13,980 - mmaction - INFO - Epoch [5][4500/5010] lr: 7.500e-03, eta: 2 days, 19:38:28, time: 0.961, data_time: 0.006, memory: 10398, top1_acc: 0.4573, top5_acc: 0.7448, loss_cls: 2.1860, loss: 2.1860, grad_norm: 6.1518 2020-10-11 06:10:33,613 - mmaction - INFO - Epoch [5][4520/5010] lr: 7.500e-03, eta: 2 days, 19:37:49, time: 0.983, data_time: 0.003, memory: 10398, top1_acc: 0.5323, top5_acc: 0.7844, loss_cls: 1.9551, loss: 1.9551, grad_norm: 6.0551 2020-10-11 06:10:53,459 - mmaction - INFO - Epoch [5][4540/5010] lr: 7.500e-03, eta: 2 days, 19:37:11, time: 0.992, data_time: 0.007, memory: 10398, top1_acc: 0.5115, top5_acc: 0.7708, loss_cls: 2.0572, loss: 2.0572, grad_norm: 5.8824 2020-10-11 06:11:13,537 - mmaction - INFO - Epoch [5][4560/5010] lr: 7.500e-03, eta: 2 days, 19:36:36, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.4969, top5_acc: 0.7604, loss_cls: 2.0948, loss: 2.0948, grad_norm: 6.2186 2020-10-11 06:11:33,191 - mmaction - INFO - Epoch [5][4580/5010] lr: 7.500e-03, eta: 2 days, 19:35:57, time: 0.983, data_time: 0.006, memory: 10398, top1_acc: 0.5135, top5_acc: 0.7750, loss_cls: 2.0080, loss: 2.0080, grad_norm: 5.9869 2020-10-11 06:11:52,708 - mmaction - INFO - Epoch [5][4600/5010] lr: 7.500e-03, eta: 2 days, 19:35:16, time: 0.972, data_time: 0.007, memory: 10398, top1_acc: 0.5490, top5_acc: 0.7833, loss_cls: 1.9324, loss: 1.9324, grad_norm: 5.9920 2020-10-11 06:12:13,070 - mmaction - INFO - Epoch [5][4620/5010] lr: 7.500e-03, eta: 2 days, 19:34:45, time: 1.022, data_time: 0.008, memory: 10398, top1_acc: 0.5083, top5_acc: 0.7708, loss_cls: 2.0333, loss: 2.0333, grad_norm: 6.2917 2020-10-11 06:12:32,365 - mmaction - INFO - Epoch [5][4640/5010] lr: 7.500e-03, eta: 2 days, 19:34:03, time: 0.965, data_time: 0.002, memory: 10398, top1_acc: 0.5250, top5_acc: 0.7677, loss_cls: 1.9843, loss: 1.9843, grad_norm: 5.8833 2020-10-11 06:12:51,982 - mmaction - INFO - Epoch [5][4660/5010] lr: 7.500e-03, eta: 2 days, 19:33:23, time: 0.981, data_time: 0.005, memory: 10398, top1_acc: 0.5115, top5_acc: 0.7333, loss_cls: 2.1187, loss: 2.1187, grad_norm: 5.8022 2020-10-11 06:13:12,017 - mmaction - INFO - Epoch [5][4680/5010] lr: 7.500e-03, eta: 2 days, 19:32:48, time: 1.002, data_time: 0.002, memory: 10398, top1_acc: 0.5396, top5_acc: 0.7854, loss_cls: 2.0055, loss: 2.0055, grad_norm: 6.3514 2020-10-11 06:13:31,384 - mmaction - INFO - Epoch [5][4700/5010] lr: 7.500e-03, eta: 2 days, 19:32:07, time: 0.968, data_time: 0.002, memory: 10398, top1_acc: 0.5385, top5_acc: 0.7917, loss_cls: 1.9234, loss: 1.9234, grad_norm: 5.8506 2020-10-11 06:13:50,857 - mmaction - INFO - Epoch [5][4720/5010] lr: 7.500e-03, eta: 2 days, 19:31:26, time: 0.971, data_time: 0.005, memory: 10398, top1_acc: 0.5208, top5_acc: 0.7885, loss_cls: 1.9727, loss: 1.9727, grad_norm: 5.9902 2020-10-11 06:14:10,188 - mmaction - INFO - Epoch [5][4740/5010] lr: 7.500e-03, eta: 2 days, 19:30:45, time: 0.970, data_time: 0.008, memory: 10398, top1_acc: 0.5375, top5_acc: 0.7667, loss_cls: 2.0087, loss: 2.0087, grad_norm: 5.8572 2020-10-11 06:14:29,532 - mmaction - INFO - Epoch [5][4760/5010] lr: 7.500e-03, eta: 2 days, 19:30:03, time: 0.966, data_time: 0.005, memory: 10398, top1_acc: 0.5250, top5_acc: 0.7573, loss_cls: 2.0239, loss: 2.0239, grad_norm: 5.8275 2020-10-11 06:14:49,317 - mmaction - INFO - Epoch [5][4780/5010] lr: 7.500e-03, eta: 2 days, 19:29:26, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.5104, top5_acc: 0.7667, loss_cls: 2.0226, loss: 2.0226, grad_norm: 5.8012 2020-10-11 06:15:08,865 - mmaction - INFO - Epoch [5][4800/5010] lr: 7.500e-03, eta: 2 days, 19:28:46, time: 0.977, data_time: 0.005, memory: 10398, top1_acc: 0.4875, top5_acc: 0.7417, loss_cls: 2.1301, loss: 2.1301, grad_norm: 6.2685 2020-10-11 06:15:28,424 - mmaction - INFO - Epoch [5][4820/5010] lr: 7.500e-03, eta: 2 days, 19:28:07, time: 0.978, data_time: 0.003, memory: 10398, top1_acc: 0.5240, top5_acc: 0.7479, loss_cls: 2.0660, loss: 2.0660, grad_norm: 5.6183 2020-10-11 06:15:47,605 - mmaction - INFO - Epoch [5][4840/5010] lr: 7.500e-03, eta: 2 days, 19:27:24, time: 0.958, data_time: 0.002, memory: 10398, top1_acc: 0.4979, top5_acc: 0.7573, loss_cls: 2.1201, loss: 2.1201, grad_norm: 5.9809 2020-10-11 06:16:08,056 - mmaction - INFO - Epoch [5][4860/5010] lr: 7.500e-03, eta: 2 days, 19:26:53, time: 1.024, data_time: 0.007, memory: 10398, top1_acc: 0.5260, top5_acc: 0.7729, loss_cls: 1.9989, loss: 1.9989, grad_norm: 5.9581 2020-10-11 06:16:27,731 - mmaction - INFO - Epoch [5][4880/5010] lr: 7.500e-03, eta: 2 days, 19:26:14, time: 0.984, data_time: 0.002, memory: 10398, top1_acc: 0.5125, top5_acc: 0.7573, loss_cls: 2.1074, loss: 2.1074, grad_norm: 6.1134 2020-10-11 06:16:47,159 - mmaction - INFO - Epoch [5][4900/5010] lr: 7.500e-03, eta: 2 days, 19:25:34, time: 0.971, data_time: 0.002, memory: 10398, top1_acc: 0.5281, top5_acc: 0.7750, loss_cls: 2.0337, loss: 2.0337, grad_norm: 5.9829 2020-10-11 06:17:07,237 - mmaction - INFO - Epoch [5][4920/5010] lr: 7.500e-03, eta: 2 days, 19:24:59, time: 1.000, data_time: 0.006, memory: 10398, top1_acc: 0.5021, top5_acc: 0.7479, loss_cls: 2.1496, loss: 2.1496, grad_norm: 5.9611 2020-10-11 06:17:27,032 - mmaction - INFO - Epoch [5][4940/5010] lr: 7.500e-03, eta: 2 days, 19:24:22, time: 0.994, data_time: 0.007, memory: 10398, top1_acc: 0.5031, top5_acc: 0.7573, loss_cls: 2.0351, loss: 2.0351, grad_norm: 6.0940 2020-10-11 06:17:46,651 - mmaction - INFO - Epoch [5][4960/5010] lr: 7.500e-03, eta: 2 days, 19:23:44, time: 0.981, data_time: 0.003, memory: 10398, top1_acc: 0.5073, top5_acc: 0.7635, loss_cls: 2.0677, loss: 2.0677, grad_norm: 5.9985 2020-10-11 06:18:06,441 - mmaction - INFO - Epoch [5][4980/5010] lr: 7.500e-03, eta: 2 days, 19:23:07, time: 0.990, data_time: 0.006, memory: 10398, top1_acc: 0.4948, top5_acc: 0.7448, loss_cls: 2.1727, loss: 2.1727, grad_norm: 5.9786 2020-10-11 06:18:26,194 - mmaction - INFO - Epoch [5][5000/5010] lr: 7.500e-03, eta: 2 days, 19:22:29, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.5229, top5_acc: 0.7719, loss_cls: 2.0218, loss: 2.0218, grad_norm: 5.8168 2020-10-11 06:18:35,265 - mmaction - INFO - Saving checkpoint at 5 epochs 2020-10-11 06:19:10,188 - mmaction - INFO - Epoch [6][20/5010] lr: 7.500e-03, eta: 2 days, 19:22:03, time: 1.650, data_time: 0.718, memory: 10398, top1_acc: 0.5198, top5_acc: 0.7656, loss_cls: 1.9630, loss: 1.9630, grad_norm: 5.7712 2020-10-11 06:19:28,126 - mmaction - INFO - Epoch [6][40/5010] lr: 7.500e-03, eta: 2 days, 19:21:09, time: 0.893, data_time: 0.002, memory: 10398, top1_acc: 0.5406, top5_acc: 0.7740, loss_cls: 1.9530, loss: 1.9530, grad_norm: 6.1694 2020-10-11 06:19:47,294 - mmaction - INFO - Epoch [6][60/5010] lr: 7.500e-03, eta: 2 days, 19:20:27, time: 0.962, data_time: 0.008, memory: 10398, top1_acc: 0.5302, top5_acc: 0.7875, loss_cls: 1.9304, loss: 1.9304, grad_norm: 5.8815 2020-10-11 06:20:07,917 - mmaction - INFO - Epoch [6][80/5010] lr: 7.500e-03, eta: 2 days, 19:19:58, time: 1.031, data_time: 0.007, memory: 10398, top1_acc: 0.5219, top5_acc: 0.7677, loss_cls: 2.0319, loss: 2.0319, grad_norm: 5.9069 2020-10-11 06:20:27,181 - mmaction - INFO - Epoch [6][100/5010] lr: 7.500e-03, eta: 2 days, 19:19:16, time: 0.963, data_time: 0.002, memory: 10398, top1_acc: 0.5531, top5_acc: 0.8031, loss_cls: 1.8518, loss: 1.8518, grad_norm: 6.2436 2020-10-11 06:20:47,359 - mmaction - INFO - Epoch [6][120/5010] lr: 7.500e-03, eta: 2 days, 19:18:42, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.5292, top5_acc: 0.7813, loss_cls: 1.9540, loss: 1.9540, grad_norm: 6.2275 2020-10-11 06:21:06,501 - mmaction - INFO - Epoch [6][140/5010] lr: 7.500e-03, eta: 2 days, 19:18:00, time: 0.959, data_time: 0.007, memory: 10398, top1_acc: 0.5427, top5_acc: 0.7771, loss_cls: 1.9466, loss: 1.9466, grad_norm: 6.0840 2020-10-11 06:21:26,377 - mmaction - INFO - Epoch [6][160/5010] lr: 7.500e-03, eta: 2 days, 19:17:24, time: 0.994, data_time: 0.005, memory: 10398, top1_acc: 0.5219, top5_acc: 0.7875, loss_cls: 1.9985, loss: 1.9985, grad_norm: 6.0956 2020-10-11 06:21:46,768 - mmaction - INFO - Epoch [6][180/5010] lr: 7.500e-03, eta: 2 days, 19:16:52, time: 1.019, data_time: 0.002, memory: 10398, top1_acc: 0.5198, top5_acc: 0.7625, loss_cls: 2.0617, loss: 2.0617, grad_norm: 6.2686 2020-10-11 06:22:05,760 - mmaction - INFO - Epoch [6][200/5010] lr: 7.500e-03, eta: 2 days, 19:16:08, time: 0.947, data_time: 0.008, memory: 10398, top1_acc: 0.5073, top5_acc: 0.7687, loss_cls: 2.1125, loss: 2.1125, grad_norm: 5.9299 2020-10-11 06:22:27,084 - mmaction - INFO - Epoch [6][220/5010] lr: 7.500e-03, eta: 2 days, 19:15:45, time: 1.069, data_time: 0.008, memory: 10398, top1_acc: 0.5385, top5_acc: 0.7708, loss_cls: 1.9385, loss: 1.9385, grad_norm: 6.2512 2020-10-11 06:22:46,150 - mmaction - INFO - Epoch [6][240/5010] lr: 7.500e-03, eta: 2 days, 19:15:02, time: 0.954, data_time: 0.002, memory: 10398, top1_acc: 0.5375, top5_acc: 0.7823, loss_cls: 2.0060, loss: 2.0060, grad_norm: 5.8111 2020-10-11 06:23:05,539 - mmaction - INFO - Epoch [6][260/5010] lr: 7.500e-03, eta: 2 days, 19:14:22, time: 0.970, data_time: 0.006, memory: 10398, top1_acc: 0.5313, top5_acc: 0.7896, loss_cls: 1.8860, loss: 1.8860, grad_norm: 6.1164 2020-10-11 06:23:25,560 - mmaction - INFO - Epoch [6][280/5010] lr: 7.500e-03, eta: 2 days, 19:13:47, time: 1.001, data_time: 0.002, memory: 10398, top1_acc: 0.5354, top5_acc: 0.7760, loss_cls: 1.9712, loss: 1.9712, grad_norm: 6.1919 2020-10-11 06:23:44,675 - mmaction - INFO - Epoch [6][300/5010] lr: 7.500e-03, eta: 2 days, 19:13:05, time: 0.956, data_time: 0.002, memory: 10398, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 1.9908, loss: 1.9908, grad_norm: 6.1914 2020-10-11 06:24:05,032 - mmaction - INFO - Epoch [6][320/5010] lr: 7.500e-03, eta: 2 days, 19:12:33, time: 1.017, data_time: 0.004, memory: 10398, top1_acc: 0.5208, top5_acc: 0.7771, loss_cls: 2.0064, loss: 2.0064, grad_norm: 5.9518 2020-10-11 06:24:24,470 - mmaction - INFO - Epoch [6][340/5010] lr: 7.500e-03, eta: 2 days, 19:11:53, time: 0.972, data_time: 0.006, memory: 10398, top1_acc: 0.5313, top5_acc: 0.7958, loss_cls: 1.9110, loss: 1.9110, grad_norm: 6.0271 2020-10-11 06:24:43,871 - mmaction - INFO - Epoch [6][360/5010] lr: 7.500e-03, eta: 2 days, 19:11:13, time: 0.970, data_time: 0.002, memory: 10398, top1_acc: 0.5042, top5_acc: 0.7573, loss_cls: 2.1123, loss: 2.1123, grad_norm: 6.2717 2020-10-11 06:25:03,613 - mmaction - INFO - Epoch [6][380/5010] lr: 7.500e-03, eta: 2 days, 19:10:36, time: 0.987, data_time: 0.007, memory: 10398, top1_acc: 0.5198, top5_acc: 0.7687, loss_cls: 2.0148, loss: 2.0148, grad_norm: 5.9009 2020-10-11 06:25:24,061 - mmaction - INFO - Epoch [6][400/5010] lr: 7.500e-03, eta: 2 days, 19:10:06, time: 1.023, data_time: 0.002, memory: 10398, top1_acc: 0.5385, top5_acc: 0.7865, loss_cls: 1.9396, loss: 1.9396, grad_norm: 5.8936 2020-10-11 06:25:43,191 - mmaction - INFO - Epoch [6][420/5010] lr: 7.500e-03, eta: 2 days, 19:09:23, time: 0.956, data_time: 0.002, memory: 10398, top1_acc: 0.4937, top5_acc: 0.7604, loss_cls: 2.0801, loss: 2.0801, grad_norm: 5.7876 2020-10-11 06:26:03,463 - mmaction - INFO - Epoch [6][440/5010] lr: 7.500e-03, eta: 2 days, 19:08:50, time: 1.010, data_time: 0.006, memory: 10398, top1_acc: 0.5208, top5_acc: 0.7896, loss_cls: 1.9236, loss: 1.9236, grad_norm: 5.9605 2020-10-11 06:26:23,476 - mmaction - INFO - Epoch [6][460/5010] lr: 7.500e-03, eta: 2 days, 19:08:17, time: 1.004, data_time: 0.008, memory: 10398, top1_acc: 0.5250, top5_acc: 0.7458, loss_cls: 2.0629, loss: 2.0629, grad_norm: 5.8453 2020-10-11 06:26:43,042 - mmaction - INFO - Epoch [6][480/5010] lr: 7.500e-03, eta: 2 days, 19:07:38, time: 0.979, data_time: 0.002, memory: 10398, top1_acc: 0.5448, top5_acc: 0.7854, loss_cls: 1.9092, loss: 1.9092, grad_norm: 6.0532 2020-10-11 06:27:03,969 - mmaction - INFO - Epoch [6][500/5010] lr: 7.500e-03, eta: 2 days, 19:07:12, time: 1.045, data_time: 0.005, memory: 10398, top1_acc: 0.5615, top5_acc: 0.8021, loss_cls: 1.8107, loss: 1.8107, grad_norm: 5.9660 2020-10-11 06:27:23,191 - mmaction - INFO - Epoch [6][520/5010] lr: 7.500e-03, eta: 2 days, 19:06:30, time: 0.962, data_time: 0.003, memory: 10398, top1_acc: 0.5406, top5_acc: 0.7854, loss_cls: 1.9393, loss: 1.9393, grad_norm: 5.9645 2020-10-11 06:27:42,803 - mmaction - INFO - Epoch [6][540/5010] lr: 7.500e-03, eta: 2 days, 19:05:52, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.5302, top5_acc: 0.7802, loss_cls: 1.9446, loss: 1.9446, grad_norm: 6.2023 2020-10-11 06:28:02,848 - mmaction - INFO - Epoch [6][560/5010] lr: 7.500e-03, eta: 2 days, 19:05:18, time: 1.001, data_time: 0.006, memory: 10398, top1_acc: 0.5458, top5_acc: 0.7896, loss_cls: 1.9258, loss: 1.9258, grad_norm: 6.0157 2020-10-11 06:28:22,171 - mmaction - INFO - Epoch [6][580/5010] lr: 7.500e-03, eta: 2 days, 19:04:38, time: 0.967, data_time: 0.003, memory: 10398, top1_acc: 0.5156, top5_acc: 0.7583, loss_cls: 2.0493, loss: 2.0493, grad_norm: 6.0987 2020-10-11 06:28:42,176 - mmaction - INFO - Epoch [6][600/5010] lr: 7.500e-03, eta: 2 days, 19:04:04, time: 1.000, data_time: 0.002, memory: 10398, top1_acc: 0.5406, top5_acc: 0.7771, loss_cls: 1.9322, loss: 1.9322, grad_norm: 5.8654 2020-10-11 06:29:01,401 - mmaction - INFO - Epoch [6][620/5010] lr: 7.500e-03, eta: 2 days, 19:03:22, time: 0.961, data_time: 0.005, memory: 10398, top1_acc: 0.5406, top5_acc: 0.7792, loss_cls: 1.9382, loss: 1.9382, grad_norm: 6.0236 2020-10-11 06:29:20,829 - mmaction - INFO - Epoch [6][640/5010] lr: 7.500e-03, eta: 2 days, 19:02:43, time: 0.971, data_time: 0.002, memory: 10398, top1_acc: 0.5417, top5_acc: 0.7729, loss_cls: 1.9700, loss: 1.9700, grad_norm: 6.0166 2020-10-11 06:29:40,512 - mmaction - INFO - Epoch [6][660/5010] lr: 7.500e-03, eta: 2 days, 19:02:06, time: 0.985, data_time: 0.007, memory: 10398, top1_acc: 0.5635, top5_acc: 0.7812, loss_cls: 1.9185, loss: 1.9185, grad_norm: 5.9663 2020-10-11 06:29:59,428 - mmaction - INFO - Epoch [6][680/5010] lr: 7.500e-03, eta: 2 days, 19:01:22, time: 0.946, data_time: 0.002, memory: 10398, top1_acc: 0.5073, top5_acc: 0.7750, loss_cls: 2.0328, loss: 2.0328, grad_norm: 6.6297 2020-10-11 06:30:19,533 - mmaction - INFO - Epoch [6][700/5010] lr: 7.500e-03, eta: 2 days, 19:00:49, time: 1.005, data_time: 0.002, memory: 10398, top1_acc: 0.5094, top5_acc: 0.7667, loss_cls: 2.0663, loss: 2.0663, grad_norm: 5.9887 2020-10-11 06:30:38,718 - mmaction - INFO - Epoch [6][720/5010] lr: 7.500e-03, eta: 2 days, 19:00:07, time: 0.956, data_time: 0.006, memory: 10398, top1_acc: 0.5240, top5_acc: 0.7656, loss_cls: 1.9866, loss: 1.9866, grad_norm: 6.0774 2020-10-11 06:30:58,486 - mmaction - INFO - Epoch [6][740/5010] lr: 7.500e-03, eta: 2 days, 18:59:31, time: 0.991, data_time: 0.008, memory: 10398, top1_acc: 0.5219, top5_acc: 0.7792, loss_cls: 2.0249, loss: 2.0249, grad_norm: 6.1652 2020-10-11 06:31:19,198 - mmaction - INFO - Epoch [6][760/5010] lr: 7.500e-03, eta: 2 days, 18:59:03, time: 1.036, data_time: 0.002, memory: 10398, top1_acc: 0.5552, top5_acc: 0.7948, loss_cls: 1.8956, loss: 1.8956, grad_norm: 5.9633 2020-10-11 06:31:38,799 - mmaction - INFO - Epoch [6][780/5010] lr: 7.500e-03, eta: 2 days, 18:58:25, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.5438, top5_acc: 0.7896, loss_cls: 1.8803, loss: 1.8803, grad_norm: 5.8854 2020-10-11 06:31:59,282 - mmaction - INFO - Epoch [6][800/5010] lr: 7.500e-03, eta: 2 days, 18:57:55, time: 1.026, data_time: 0.007, memory: 10398, top1_acc: 0.5313, top5_acc: 0.7844, loss_cls: 1.9375, loss: 1.9375, grad_norm: 6.1487 2020-10-11 06:32:19,688 - mmaction - INFO - Epoch [6][820/5010] lr: 7.500e-03, eta: 2 days, 18:57:25, time: 1.020, data_time: 0.002, memory: 10398, top1_acc: 0.5062, top5_acc: 0.7583, loss_cls: 2.1490, loss: 2.1490, grad_norm: 5.8458 2020-10-11 06:32:40,019 - mmaction - INFO - Epoch [6][840/5010] lr: 7.500e-03, eta: 2 days, 18:56:53, time: 1.012, data_time: 0.005, memory: 10398, top1_acc: 0.5531, top5_acc: 0.7896, loss_cls: 1.9441, loss: 1.9441, grad_norm: 5.9154 2020-10-11 06:33:00,274 - mmaction - INFO - Epoch [6][860/5010] lr: 7.500e-03, eta: 2 days, 18:56:22, time: 1.017, data_time: 0.008, memory: 10398, top1_acc: 0.5031, top5_acc: 0.7427, loss_cls: 2.1825, loss: 2.1825, grad_norm: 6.3009 2020-10-11 06:33:20,204 - mmaction - INFO - Epoch [6][880/5010] lr: 7.500e-03, eta: 2 days, 18:55:47, time: 0.996, data_time: 0.002, memory: 10398, top1_acc: 0.5406, top5_acc: 0.7781, loss_cls: 1.9260, loss: 1.9260, grad_norm: 5.9369 2020-10-11 06:33:39,173 - mmaction - INFO - Epoch [6][900/5010] lr: 7.500e-03, eta: 2 days, 18:55:04, time: 0.949, data_time: 0.003, memory: 10398, top1_acc: 0.5219, top5_acc: 0.7833, loss_cls: 2.0206, loss: 2.0206, grad_norm: 6.3220 2020-10-11 06:33:59,774 - mmaction - INFO - Epoch [6][920/5010] lr: 7.500e-03, eta: 2 days, 18:54:35, time: 1.031, data_time: 0.002, memory: 10398, top1_acc: 0.5323, top5_acc: 0.7719, loss_cls: 1.9511, loss: 1.9511, grad_norm: 6.1734 2020-10-11 06:34:19,275 - mmaction - INFO - Epoch [6][940/5010] lr: 7.500e-03, eta: 2 days, 18:53:57, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.5615, top5_acc: 0.7844, loss_cls: 1.8398, loss: 1.8398, grad_norm: 5.9975 2020-10-11 06:34:38,863 - mmaction - INFO - Epoch [6][960/5010] lr: 7.500e-03, eta: 2 days, 18:53:19, time: 0.977, data_time: 0.006, memory: 10398, top1_acc: 0.5208, top5_acc: 0.7812, loss_cls: 1.9625, loss: 1.9625, grad_norm: 6.2038 2020-10-11 06:34:58,900 - mmaction - INFO - Epoch [6][980/5010] lr: 7.500e-03, eta: 2 days, 18:52:45, time: 1.004, data_time: 0.007, memory: 10398, top1_acc: 0.5271, top5_acc: 0.7552, loss_cls: 2.0224, loss: 2.0224, grad_norm: 6.0488 2020-10-11 06:35:17,755 - mmaction - INFO - Epoch [6][1000/5010] lr: 7.500e-03, eta: 2 days, 18:52:02, time: 0.943, data_time: 0.002, memory: 10398, top1_acc: 0.5344, top5_acc: 0.7760, loss_cls: 1.9506, loss: 1.9506, grad_norm: 5.7184 2020-10-11 06:35:38,102 - mmaction - INFO - Epoch [6][1020/5010] lr: 7.500e-03, eta: 2 days, 18:51:31, time: 1.018, data_time: 0.006, memory: 10398, top1_acc: 0.5448, top5_acc: 0.7958, loss_cls: 1.8961, loss: 1.8961, grad_norm: 6.0771 2020-10-11 06:35:58,603 - mmaction - INFO - Epoch [6][1040/5010] lr: 7.500e-03, eta: 2 days, 18:51:01, time: 1.025, data_time: 0.002, memory: 10398, top1_acc: 0.5562, top5_acc: 0.7917, loss_cls: 1.9159, loss: 1.9159, grad_norm: 6.0079 2020-10-11 06:36:17,625 - mmaction - INFO - Epoch [6][1060/5010] lr: 7.500e-03, eta: 2 days, 18:50:19, time: 0.951, data_time: 0.002, memory: 10398, top1_acc: 0.5406, top5_acc: 0.7927, loss_cls: 1.9194, loss: 1.9194, grad_norm: 6.1312 2020-10-11 06:36:38,042 - mmaction - INFO - Epoch [6][1080/5010] lr: 7.500e-03, eta: 2 days, 18:49:49, time: 1.021, data_time: 0.006, memory: 10398, top1_acc: 0.5365, top5_acc: 0.7875, loss_cls: 1.9335, loss: 1.9335, grad_norm: 6.3943 2020-10-11 06:36:58,897 - mmaction - INFO - Epoch [6][1100/5010] lr: 7.500e-03, eta: 2 days, 18:49:22, time: 1.043, data_time: 0.007, memory: 10398, top1_acc: 0.4990, top5_acc: 0.7708, loss_cls: 2.0355, loss: 2.0355, grad_norm: 6.1651 2020-10-11 06:37:18,629 - mmaction - INFO - Epoch [6][1120/5010] lr: 7.500e-03, eta: 2 days, 18:48:46, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.5448, top5_acc: 0.7708, loss_cls: 1.9640, loss: 1.9640, grad_norm: 6.1417 2020-10-11 06:37:38,951 - mmaction - INFO - Epoch [6][1140/5010] lr: 7.500e-03, eta: 2 days, 18:48:15, time: 1.016, data_time: 0.006, memory: 10398, top1_acc: 0.5250, top5_acc: 0.7615, loss_cls: 2.0368, loss: 2.0368, grad_norm: 6.0060 2020-10-11 06:37:58,177 - mmaction - INFO - Epoch [6][1160/5010] lr: 7.500e-03, eta: 2 days, 18:47:34, time: 0.963, data_time: 0.007, memory: 10398, top1_acc: 0.5312, top5_acc: 0.7802, loss_cls: 1.9698, loss: 1.9698, grad_norm: 5.9479 2020-10-11 06:38:17,094 - mmaction - INFO - Epoch [6][1180/5010] lr: 7.500e-03, eta: 2 days, 18:46:51, time: 0.946, data_time: 0.002, memory: 10398, top1_acc: 0.5417, top5_acc: 0.7990, loss_cls: 1.8897, loss: 1.8897, grad_norm: 6.0622 2020-10-11 06:38:36,799 - mmaction - INFO - Epoch [6][1200/5010] lr: 7.500e-03, eta: 2 days, 18:46:14, time: 0.981, data_time: 0.006, memory: 10398, top1_acc: 0.5146, top5_acc: 0.7708, loss_cls: 2.0059, loss: 2.0059, grad_norm: 6.1361 2020-10-11 06:38:57,022 - mmaction - INFO - Epoch [6][1220/5010] lr: 7.500e-03, eta: 2 days, 18:45:43, time: 1.016, data_time: 0.007, memory: 10398, top1_acc: 0.5115, top5_acc: 0.7583, loss_cls: 2.0739, loss: 2.0739, grad_norm: 6.0455 2020-10-11 06:39:16,212 - mmaction - INFO - Epoch [6][1240/5010] lr: 7.500e-03, eta: 2 days, 18:45:03, time: 0.959, data_time: 0.002, memory: 10398, top1_acc: 0.5042, top5_acc: 0.7635, loss_cls: 2.0183, loss: 2.0183, grad_norm: 6.2739 2020-10-11 06:39:36,644 - mmaction - INFO - Epoch [6][1260/5010] lr: 7.500e-03, eta: 2 days, 18:44:33, time: 1.022, data_time: 0.006, memory: 10398, top1_acc: 0.5333, top5_acc: 0.7760, loss_cls: 1.9298, loss: 1.9298, grad_norm: 5.9441 2020-10-11 06:39:56,663 - mmaction - INFO - Epoch [6][1280/5010] lr: 7.500e-03, eta: 2 days, 18:43:59, time: 1.001, data_time: 0.002, memory: 10398, top1_acc: 0.5510, top5_acc: 0.7833, loss_cls: 1.9140, loss: 1.9140, grad_norm: 6.0525 2020-10-11 06:40:16,801 - mmaction - INFO - Epoch [6][1300/5010] lr: 7.500e-03, eta: 2 days, 18:43:27, time: 1.007, data_time: 0.002, memory: 10398, top1_acc: 0.5344, top5_acc: 0.7792, loss_cls: 1.8665, loss: 1.8665, grad_norm: 5.9436 2020-10-11 06:40:35,571 - mmaction - INFO - Epoch [6][1320/5010] lr: 7.500e-03, eta: 2 days, 18:42:42, time: 0.934, data_time: 0.005, memory: 10398, top1_acc: 0.5115, top5_acc: 0.7687, loss_cls: 1.9735, loss: 1.9735, grad_norm: 6.0311 2020-10-11 06:40:55,628 - mmaction - INFO - Epoch [6][1340/5010] lr: 7.500e-03, eta: 2 days, 18:42:10, time: 1.007, data_time: 0.008, memory: 10398, top1_acc: 0.5302, top5_acc: 0.7865, loss_cls: 1.9153, loss: 1.9153, grad_norm: 5.9524 2020-10-11 06:41:15,414 - mmaction - INFO - Epoch [6][1360/5010] lr: 7.500e-03, eta: 2 days, 18:41:34, time: 0.989, data_time: 0.002, memory: 10398, top1_acc: 0.5438, top5_acc: 0.7698, loss_cls: 1.9825, loss: 1.9825, grad_norm: 6.0768 2020-10-11 06:41:36,803 - mmaction - INFO - Epoch [6][1380/5010] lr: 7.500e-03, eta: 2 days, 18:41:12, time: 1.070, data_time: 0.002, memory: 10398, top1_acc: 0.5448, top5_acc: 0.7792, loss_cls: 1.9749, loss: 1.9749, grad_norm: 5.9193 2020-10-11 06:41:55,661 - mmaction - INFO - Epoch [6][1400/5010] lr: 7.500e-03, eta: 2 days, 18:40:29, time: 0.941, data_time: 0.005, memory: 10398, top1_acc: 0.5146, top5_acc: 0.7812, loss_cls: 1.9446, loss: 1.9446, grad_norm: 6.1607 2020-10-11 06:42:15,014 - mmaction - INFO - Epoch [6][1420/5010] lr: 7.500e-03, eta: 2 days, 18:39:50, time: 0.969, data_time: 0.007, memory: 10398, top1_acc: 0.5271, top5_acc: 0.7583, loss_cls: 1.9995, loss: 1.9995, grad_norm: 5.9272 2020-10-11 06:42:34,340 - mmaction - INFO - Epoch [6][1440/5010] lr: 7.500e-03, eta: 2 days, 18:39:11, time: 0.966, data_time: 0.007, memory: 10398, top1_acc: 0.5354, top5_acc: 0.7740, loss_cls: 1.9628, loss: 1.9628, grad_norm: 5.6680 2020-10-11 06:42:54,702 - mmaction - INFO - Epoch [6][1460/5010] lr: 7.500e-03, eta: 2 days, 18:38:41, time: 1.017, data_time: 0.003, memory: 10398, top1_acc: 0.5333, top5_acc: 0.7740, loss_cls: 1.9499, loss: 1.9499, grad_norm: 5.9784 2020-10-11 06:43:15,037 - mmaction - INFO - Epoch [6][1480/5010] lr: 7.500e-03, eta: 2 days, 18:38:10, time: 1.015, data_time: 0.007, memory: 10398, top1_acc: 0.5271, top5_acc: 0.8000, loss_cls: 1.8803, loss: 1.8803, grad_norm: 6.0331 2020-10-11 06:43:35,060 - mmaction - INFO - Epoch [6][1500/5010] lr: 7.500e-03, eta: 2 days, 18:37:37, time: 1.003, data_time: 0.007, memory: 10398, top1_acc: 0.5510, top5_acc: 0.7833, loss_cls: 1.9383, loss: 1.9383, grad_norm: 5.9303 2020-10-11 06:43:54,933 - mmaction - INFO - Epoch [6][1520/5010] lr: 7.500e-03, eta: 2 days, 18:37:02, time: 0.993, data_time: 0.003, memory: 10398, top1_acc: 0.5229, top5_acc: 0.7760, loss_cls: 2.0037, loss: 2.0037, grad_norm: 5.8026 2020-10-11 06:44:14,136 - mmaction - INFO - Epoch [6][1540/5010] lr: 7.500e-03, eta: 2 days, 18:36:22, time: 0.961, data_time: 0.007, memory: 10398, top1_acc: 0.5292, top5_acc: 0.7667, loss_cls: 2.0086, loss: 2.0086, grad_norm: 5.9014 2020-10-11 06:44:33,564 - mmaction - INFO - Epoch [6][1560/5010] lr: 7.500e-03, eta: 2 days, 18:35:44, time: 0.971, data_time: 0.002, memory: 10398, top1_acc: 0.5021, top5_acc: 0.7542, loss_cls: 2.0856, loss: 2.0856, grad_norm: 6.0461 2020-10-11 06:44:53,372 - mmaction - INFO - Epoch [6][1580/5010] lr: 7.500e-03, eta: 2 days, 18:35:09, time: 0.989, data_time: 0.008, memory: 10398, top1_acc: 0.5646, top5_acc: 0.7844, loss_cls: 1.8561, loss: 1.8561, grad_norm: 5.7365 2020-10-11 06:45:14,719 - mmaction - INFO - Epoch [6][1600/5010] lr: 7.500e-03, eta: 2 days, 18:34:47, time: 1.066, data_time: 0.006, memory: 10398, top1_acc: 0.5167, top5_acc: 0.7729, loss_cls: 2.0013, loss: 2.0013, grad_norm: 6.3546 2020-10-11 06:45:34,017 - mmaction - INFO - Epoch [6][1620/5010] lr: 7.500e-03, eta: 2 days, 18:34:08, time: 0.967, data_time: 0.007, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8063, loss_cls: 1.7758, loss: 1.7758, grad_norm: 5.8164 2020-10-11 06:45:54,861 - mmaction - INFO - Epoch [6][1640/5010] lr: 7.500e-03, eta: 2 days, 18:33:42, time: 1.042, data_time: 0.006, memory: 10398, top1_acc: 0.5354, top5_acc: 0.7927, loss_cls: 1.9124, loss: 1.9124, grad_norm: 5.9967 2020-10-11 06:46:14,467 - mmaction - INFO - Epoch [6][1660/5010] lr: 7.500e-03, eta: 2 days, 18:33:05, time: 0.980, data_time: 0.003, memory: 10398, top1_acc: 0.5167, top5_acc: 0.7479, loss_cls: 2.0978, loss: 2.0978, grad_norm: 6.1010 2020-10-11 06:46:34,144 - mmaction - INFO - Epoch [6][1680/5010] lr: 7.500e-03, eta: 2 days, 18:32:29, time: 0.981, data_time: 0.006, memory: 10398, top1_acc: 0.5229, top5_acc: 0.7552, loss_cls: 2.0463, loss: 2.0463, grad_norm: 6.0760 2020-10-11 06:46:53,427 - mmaction - INFO - Epoch [6][1700/5010] lr: 7.500e-03, eta: 2 days, 18:31:50, time: 0.967, data_time: 0.007, memory: 10398, top1_acc: 0.5188, top5_acc: 0.7781, loss_cls: 2.0129, loss: 2.0129, grad_norm: 6.0399 2020-10-11 06:47:12,989 - mmaction - INFO - Epoch [6][1720/5010] lr: 7.500e-03, eta: 2 days, 18:31:13, time: 0.975, data_time: 0.007, memory: 10398, top1_acc: 0.5063, top5_acc: 0.7656, loss_cls: 2.0264, loss: 2.0264, grad_norm: 6.0164 2020-10-11 06:47:32,453 - mmaction - INFO - Epoch [6][1740/5010] lr: 7.500e-03, eta: 2 days, 18:30:36, time: 0.976, data_time: 0.007, memory: 10398, top1_acc: 0.5323, top5_acc: 0.7750, loss_cls: 2.0175, loss: 2.0175, grad_norm: 5.8380 2020-10-11 06:47:51,784 - mmaction - INFO - Epoch [6][1760/5010] lr: 7.500e-03, eta: 2 days, 18:29:56, time: 0.962, data_time: 0.005, memory: 10398, top1_acc: 0.5125, top5_acc: 0.7594, loss_cls: 1.9618, loss: 1.9618, grad_norm: 5.8652 2020-10-11 06:48:11,439 - mmaction - INFO - Epoch [6][1780/5010] lr: 7.500e-03, eta: 2 days, 18:29:21, time: 0.987, data_time: 0.007, memory: 10398, top1_acc: 0.5396, top5_acc: 0.7812, loss_cls: 1.9822, loss: 1.9822, grad_norm: 5.8868 2020-10-11 06:48:31,737 - mmaction - INFO - Epoch [6][1800/5010] lr: 7.500e-03, eta: 2 days, 18:28:50, time: 1.012, data_time: 0.006, memory: 10398, top1_acc: 0.5281, top5_acc: 0.7750, loss_cls: 1.9574, loss: 1.9574, grad_norm: 5.9011 2020-10-11 06:48:50,993 - mmaction - INFO - Epoch [6][1820/5010] lr: 7.500e-03, eta: 2 days, 18:28:11, time: 0.966, data_time: 0.008, memory: 10398, top1_acc: 0.5458, top5_acc: 0.7917, loss_cls: 1.9751, loss: 1.9751, grad_norm: 5.7338 2020-10-11 06:49:11,556 - mmaction - INFO - Epoch [6][1840/5010] lr: 7.500e-03, eta: 2 days, 18:27:42, time: 1.025, data_time: 0.006, memory: 10398, top1_acc: 0.5250, top5_acc: 0.7615, loss_cls: 2.0942, loss: 2.0942, grad_norm: 5.7667 2020-10-11 06:49:32,446 - mmaction - INFO - Epoch [6][1860/5010] lr: 7.500e-03, eta: 2 days, 18:27:17, time: 1.047, data_time: 0.007, memory: 10398, top1_acc: 0.5146, top5_acc: 0.7719, loss_cls: 2.0146, loss: 2.0146, grad_norm: 6.2835 2020-10-11 06:49:51,561 - mmaction - INFO - Epoch [6][1880/5010] lr: 7.500e-03, eta: 2 days, 18:26:36, time: 0.954, data_time: 0.005, memory: 10398, top1_acc: 0.5281, top5_acc: 0.7750, loss_cls: 2.0131, loss: 2.0131, grad_norm: 5.9694 2020-10-11 06:50:11,032 - mmaction - INFO - Epoch [6][1900/5010] lr: 7.500e-03, eta: 2 days, 18:25:59, time: 0.975, data_time: 0.007, memory: 10398, top1_acc: 0.5302, top5_acc: 0.7562, loss_cls: 2.0195, loss: 2.0195, grad_norm: 5.8666 2020-10-11 06:50:31,354 - mmaction - INFO - Epoch [6][1920/5010] lr: 7.500e-03, eta: 2 days, 18:25:28, time: 1.013, data_time: 0.003, memory: 10398, top1_acc: 0.5250, top5_acc: 0.7729, loss_cls: 1.9597, loss: 1.9597, grad_norm: 5.9020 2020-10-11 06:50:50,851 - mmaction - INFO - Epoch [6][1940/5010] lr: 7.500e-03, eta: 2 days, 18:24:52, time: 0.978, data_time: 0.008, memory: 10398, top1_acc: 0.5292, top5_acc: 0.8000, loss_cls: 1.8673, loss: 1.8673, grad_norm: 6.0168 2020-10-11 06:51:11,739 - mmaction - INFO - Epoch [6][1960/5010] lr: 7.500e-03, eta: 2 days, 18:24:26, time: 1.044, data_time: 0.007, memory: 10398, top1_acc: 0.5229, top5_acc: 0.7656, loss_cls: 2.0379, loss: 2.0379, grad_norm: 6.2067 2020-10-11 06:51:32,052 - mmaction - INFO - Epoch [6][1980/5010] lr: 7.500e-03, eta: 2 days, 18:23:55, time: 1.011, data_time: 0.003, memory: 10398, top1_acc: 0.5083, top5_acc: 0.7667, loss_cls: 2.0386, loss: 2.0386, grad_norm: 6.0862 2020-10-11 06:51:51,806 - mmaction - INFO - Epoch [6][2000/5010] lr: 7.500e-03, eta: 2 days, 18:23:21, time: 0.993, data_time: 0.008, memory: 10398, top1_acc: 0.5083, top5_acc: 0.7771, loss_cls: 2.0158, loss: 2.0158, grad_norm: 6.1064 2020-10-11 06:52:11,891 - mmaction - INFO - Epoch [6][2020/5010] lr: 7.500e-03, eta: 2 days, 18:22:49, time: 1.004, data_time: 0.006, memory: 10398, top1_acc: 0.5417, top5_acc: 0.7740, loss_cls: 1.9545, loss: 1.9545, grad_norm: 5.8662 2020-10-11 06:52:31,201 - mmaction - INFO - Epoch [6][2040/5010] lr: 7.500e-03, eta: 2 days, 18:22:10, time: 0.965, data_time: 0.002, memory: 10398, top1_acc: 0.5271, top5_acc: 0.7750, loss_cls: 1.9916, loss: 1.9916, grad_norm: 6.1434 2020-10-11 06:52:51,251 - mmaction - INFO - Epoch [6][2060/5010] lr: 7.500e-03, eta: 2 days, 18:21:37, time: 0.998, data_time: 0.006, memory: 10398, top1_acc: 0.5062, top5_acc: 0.7594, loss_cls: 2.0424, loss: 2.0424, grad_norm: 6.0964 2020-10-11 06:53:11,404 - mmaction - INFO - Epoch [6][2080/5010] lr: 7.500e-03, eta: 2 days, 18:21:06, time: 1.011, data_time: 0.008, memory: 10398, top1_acc: 0.5125, top5_acc: 0.7823, loss_cls: 2.0276, loss: 2.0276, grad_norm: 6.1046 2020-10-11 06:53:31,383 - mmaction - INFO - Epoch [6][2100/5010] lr: 7.500e-03, eta: 2 days, 18:20:33, time: 0.999, data_time: 0.004, memory: 10398, top1_acc: 0.5188, top5_acc: 0.7594, loss_cls: 2.0135, loss: 2.0135, grad_norm: 5.7945 2020-10-11 06:53:51,555 - mmaction - INFO - Epoch [6][2120/5010] lr: 7.500e-03, eta: 2 days, 18:20:02, time: 1.011, data_time: 0.006, memory: 10398, top1_acc: 0.5135, top5_acc: 0.7510, loss_cls: 2.0568, loss: 2.0568, grad_norm: 5.9491 2020-10-11 06:54:11,868 - mmaction - INFO - Epoch [6][2140/5010] lr: 7.500e-03, eta: 2 days, 18:19:31, time: 1.013, data_time: 0.007, memory: 10398, top1_acc: 0.5448, top5_acc: 0.7875, loss_cls: 1.8923, loss: 1.8923, grad_norm: 5.7287 2020-10-11 06:54:31,735 - mmaction - INFO - Epoch [6][2160/5010] lr: 7.500e-03, eta: 2 days, 18:18:58, time: 0.995, data_time: 0.006, memory: 10398, top1_acc: 0.5292, top5_acc: 0.7552, loss_cls: 2.0347, loss: 2.0347, grad_norm: 5.9465 2020-10-11 06:54:51,103 - mmaction - INFO - Epoch [6][2180/5010] lr: 7.500e-03, eta: 2 days, 18:18:20, time: 0.969, data_time: 0.005, memory: 10398, top1_acc: 0.5448, top5_acc: 0.7719, loss_cls: 1.9647, loss: 1.9647, grad_norm: 5.7919 2020-10-11 06:55:11,755 - mmaction - INFO - Epoch [6][2200/5010] lr: 7.500e-03, eta: 2 days, 18:17:52, time: 1.031, data_time: 0.002, memory: 10398, top1_acc: 0.5375, top5_acc: 0.7771, loss_cls: 1.9901, loss: 1.9901, grad_norm: 5.9606 2020-10-11 06:55:32,569 - mmaction - INFO - Epoch [6][2220/5010] lr: 7.500e-03, eta: 2 days, 18:17:26, time: 1.041, data_time: 0.006, memory: 10398, top1_acc: 0.5240, top5_acc: 0.7708, loss_cls: 1.9996, loss: 1.9996, grad_norm: 6.0418 2020-10-11 06:55:52,446 - mmaction - INFO - Epoch [6][2240/5010] lr: 7.500e-03, eta: 2 days, 18:16:53, time: 0.995, data_time: 0.006, memory: 10398, top1_acc: 0.5323, top5_acc: 0.7760, loss_cls: 1.9385, loss: 1.9385, grad_norm: 6.1795 2020-10-11 06:56:11,795 - mmaction - INFO - Epoch [6][2260/5010] lr: 7.500e-03, eta: 2 days, 18:16:15, time: 0.968, data_time: 0.003, memory: 10398, top1_acc: 0.5271, top5_acc: 0.7760, loss_cls: 1.9598, loss: 1.9598, grad_norm: 6.0049 2020-10-11 06:56:32,007 - mmaction - INFO - Epoch [6][2280/5010] lr: 7.500e-03, eta: 2 days, 18:15:44, time: 1.010, data_time: 0.004, memory: 10398, top1_acc: 0.5594, top5_acc: 0.7719, loss_cls: 1.9232, loss: 1.9232, grad_norm: 5.7858 2020-10-11 06:56:52,640 - mmaction - INFO - Epoch [6][2300/5010] lr: 7.500e-03, eta: 2 days, 18:15:17, time: 1.033, data_time: 0.007, memory: 10398, top1_acc: 0.5323, top5_acc: 0.7875, loss_cls: 1.9503, loss: 1.9503, grad_norm: 6.1020 2020-10-11 06:57:12,479 - mmaction - INFO - Epoch [6][2320/5010] lr: 7.500e-03, eta: 2 days, 18:14:43, time: 0.992, data_time: 0.002, memory: 10398, top1_acc: 0.5677, top5_acc: 0.7990, loss_cls: 1.8211, loss: 1.8211, grad_norm: 5.8780 2020-10-11 06:57:33,520 - mmaction - INFO - Epoch [6][2340/5010] lr: 7.500e-03, eta: 2 days, 18:14:18, time: 1.047, data_time: 0.005, memory: 10398, top1_acc: 0.5104, top5_acc: 0.7615, loss_cls: 2.0550, loss: 2.0550, grad_norm: 6.2070 2020-10-11 06:57:52,933 - mmaction - INFO - Epoch [6][2360/5010] lr: 7.500e-03, eta: 2 days, 18:13:41, time: 0.975, data_time: 0.008, memory: 10398, top1_acc: 0.4844, top5_acc: 0.7552, loss_cls: 2.1578, loss: 2.1578, grad_norm: 6.2345 2020-10-11 06:58:12,275 - mmaction - INFO - Epoch [6][2380/5010] lr: 7.500e-03, eta: 2 days, 18:13:03, time: 0.968, data_time: 0.003, memory: 10398, top1_acc: 0.5583, top5_acc: 0.7875, loss_cls: 1.8744, loss: 1.8744, grad_norm: 5.8833 2020-10-11 06:58:32,344 - mmaction - INFO - Epoch [6][2400/5010] lr: 7.500e-03, eta: 2 days, 18:12:31, time: 1.000, data_time: 0.006, memory: 10398, top1_acc: 0.5354, top5_acc: 0.7563, loss_cls: 1.9958, loss: 1.9958, grad_norm: 5.9090 2020-10-11 06:58:51,857 - mmaction - INFO - Epoch [6][2420/5010] lr: 7.500e-03, eta: 2 days, 18:11:55, time: 0.978, data_time: 0.008, memory: 10398, top1_acc: 0.5323, top5_acc: 0.7833, loss_cls: 1.9313, loss: 1.9313, grad_norm: 5.9437 2020-10-11 06:59:11,890 - mmaction - INFO - Epoch [6][2440/5010] lr: 7.500e-03, eta: 2 days, 18:11:22, time: 0.998, data_time: 0.006, memory: 10398, top1_acc: 0.5063, top5_acc: 0.7625, loss_cls: 2.1055, loss: 2.1055, grad_norm: 6.4742 2020-10-11 06:59:32,339 - mmaction - INFO - Epoch [6][2460/5010] lr: 7.500e-03, eta: 2 days, 18:10:54, time: 1.027, data_time: 0.008, memory: 10398, top1_acc: 0.5167, top5_acc: 0.7563, loss_cls: 2.0357, loss: 2.0357, grad_norm: 6.1747 2020-10-11 06:59:53,048 - mmaction - INFO - Epoch [6][2480/5010] lr: 7.500e-03, eta: 2 days, 18:10:27, time: 1.035, data_time: 0.006, memory: 10398, top1_acc: 0.5469, top5_acc: 0.7875, loss_cls: 1.9066, loss: 1.9066, grad_norm: 5.9313 2020-10-11 07:00:13,751 - mmaction - INFO - Epoch [6][2500/5010] lr: 7.500e-03, eta: 2 days, 18:09:59, time: 1.026, data_time: 0.003, memory: 10398, top1_acc: 0.5323, top5_acc: 0.7854, loss_cls: 1.9697, loss: 1.9697, grad_norm: 6.1303 2020-10-11 07:00:37,948 - mmaction - INFO - Epoch [6][2520/5010] lr: 7.500e-03, eta: 2 days, 18:10:00, time: 1.210, data_time: 0.031, memory: 10398, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.8502, loss: 1.8502, grad_norm: 5.8860 2020-10-11 07:00:57,913 - mmaction - INFO - Epoch [6][2540/5010] lr: 7.500e-03, eta: 2 days, 18:09:29, time: 1.008, data_time: 0.023, memory: 10398, top1_acc: 0.5135, top5_acc: 0.7875, loss_cls: 1.9830, loss: 1.9830, grad_norm: 6.4074 2020-10-11 07:01:17,010 - mmaction - INFO - Epoch [6][2560/5010] lr: 7.500e-03, eta: 2 days, 18:08:49, time: 0.955, data_time: 0.002, memory: 10398, top1_acc: 0.5635, top5_acc: 0.8125, loss_cls: 1.8236, loss: 1.8236, grad_norm: 5.8274 2020-10-11 07:01:37,238 - mmaction - INFO - Epoch [6][2580/5010] lr: 7.500e-03, eta: 2 days, 18:08:19, time: 1.011, data_time: 0.006, memory: 10398, top1_acc: 0.5208, top5_acc: 0.7771, loss_cls: 1.9714, loss: 1.9714, grad_norm: 6.2962 2020-10-11 07:01:57,784 - mmaction - INFO - Epoch [6][2600/5010] lr: 7.500e-03, eta: 2 days, 18:07:51, time: 1.027, data_time: 0.002, memory: 10398, top1_acc: 0.5490, top5_acc: 0.7990, loss_cls: 1.8718, loss: 1.8718, grad_norm: 5.9017 2020-10-11 07:02:17,469 - mmaction - INFO - Epoch [6][2620/5010] lr: 7.500e-03, eta: 2 days, 18:07:16, time: 0.984, data_time: 0.002, memory: 10398, top1_acc: 0.5604, top5_acc: 0.7969, loss_cls: 1.8123, loss: 1.8123, grad_norm: 5.6144 2020-10-11 07:02:36,956 - mmaction - INFO - Epoch [6][2640/5010] lr: 7.500e-03, eta: 2 days, 18:06:39, time: 0.970, data_time: 0.007, memory: 10398, top1_acc: 0.5333, top5_acc: 0.7750, loss_cls: 1.9658, loss: 1.9658, grad_norm: 5.8580 2020-10-11 07:02:56,761 - mmaction - INFO - Epoch [6][2660/5010] lr: 7.500e-03, eta: 2 days, 18:06:06, time: 0.994, data_time: 0.008, memory: 10398, top1_acc: 0.5333, top5_acc: 0.7875, loss_cls: 1.9102, loss: 1.9102, grad_norm: 6.1175 2020-10-11 07:03:16,926 - mmaction - INFO - Epoch [6][2680/5010] lr: 7.500e-03, eta: 2 days, 18:05:35, time: 1.008, data_time: 0.002, memory: 10398, top1_acc: 0.5073, top5_acc: 0.7687, loss_cls: 2.0086, loss: 2.0086, grad_norm: 6.0696 2020-10-11 07:03:36,936 - mmaction - INFO - Epoch [6][2700/5010] lr: 7.500e-03, eta: 2 days, 18:05:02, time: 1.000, data_time: 0.006, memory: 10398, top1_acc: 0.5260, top5_acc: 0.7552, loss_cls: 2.0376, loss: 2.0376, grad_norm: 6.2361 2020-10-11 07:03:56,817 - mmaction - INFO - Epoch [6][2720/5010] lr: 7.500e-03, eta: 2 days, 18:04:29, time: 0.994, data_time: 0.004, memory: 10398, top1_acc: 0.5552, top5_acc: 0.7969, loss_cls: 1.8747, loss: 1.8747, grad_norm: 5.9778 2020-10-11 07:04:17,065 - mmaction - INFO - Epoch [6][2740/5010] lr: 7.500e-03, eta: 2 days, 18:03:59, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.5448, top5_acc: 0.7844, loss_cls: 1.9484, loss: 1.9484, grad_norm: 5.9993 2020-10-11 07:04:37,482 - mmaction - INFO - Epoch [6][2760/5010] lr: 7.500e-03, eta: 2 days, 18:03:29, time: 1.017, data_time: 0.004, memory: 10398, top1_acc: 0.5344, top5_acc: 0.7833, loss_cls: 1.8971, loss: 1.8971, grad_norm: 5.9259 2020-10-11 07:04:57,504 - mmaction - INFO - Epoch [6][2780/5010] lr: 7.500e-03, eta: 2 days, 18:02:58, time: 1.005, data_time: 0.007, memory: 10398, top1_acc: 0.5167, top5_acc: 0.7719, loss_cls: 2.0384, loss: 2.0384, grad_norm: 6.0478 2020-10-11 07:05:17,973 - mmaction - INFO - Epoch [6][2800/5010] lr: 7.500e-03, eta: 2 days, 18:02:29, time: 1.023, data_time: 0.003, memory: 10398, top1_acc: 0.5438, top5_acc: 0.7740, loss_cls: 1.9596, loss: 1.9596, grad_norm: 6.0025 2020-10-11 07:05:37,992 - mmaction - INFO - Epoch [6][2820/5010] lr: 7.500e-03, eta: 2 days, 18:01:57, time: 1.001, data_time: 0.007, memory: 10398, top1_acc: 0.5385, top5_acc: 0.8042, loss_cls: 1.8550, loss: 1.8550, grad_norm: 6.0786 2020-10-11 07:05:58,715 - mmaction - INFO - Epoch [6][2840/5010] lr: 7.500e-03, eta: 2 days, 18:01:31, time: 1.036, data_time: 0.002, memory: 10398, top1_acc: 0.5427, top5_acc: 0.7729, loss_cls: 2.0033, loss: 2.0033, grad_norm: 6.3082 2020-10-11 07:06:19,122 - mmaction - INFO - Epoch [6][2860/5010] lr: 7.500e-03, eta: 2 days, 18:01:02, time: 1.021, data_time: 0.002, memory: 10398, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.9696, loss: 1.9696, grad_norm: 5.8878 2020-10-11 07:06:38,689 - mmaction - INFO - Epoch [6][2880/5010] lr: 7.500e-03, eta: 2 days, 18:00:26, time: 0.976, data_time: 0.004, memory: 10398, top1_acc: 0.5260, top5_acc: 0.7698, loss_cls: 1.9869, loss: 1.9869, grad_norm: 6.1655 2020-10-11 07:06:58,382 - mmaction - INFO - Epoch [6][2900/5010] lr: 7.500e-03, eta: 2 days, 17:59:52, time: 0.986, data_time: 0.007, memory: 10398, top1_acc: 0.5094, top5_acc: 0.7729, loss_cls: 1.9752, loss: 1.9752, grad_norm: 6.2770 2020-10-11 07:07:18,636 - mmaction - INFO - Epoch [6][2920/5010] lr: 7.500e-03, eta: 2 days, 17:59:22, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.5063, top5_acc: 0.7469, loss_cls: 2.0890, loss: 2.0890, grad_norm: 6.2510 2020-10-11 07:07:39,378 - mmaction - INFO - Epoch [6][2940/5010] lr: 7.500e-03, eta: 2 days, 17:58:55, time: 1.034, data_time: 0.006, memory: 10398, top1_acc: 0.5271, top5_acc: 0.7740, loss_cls: 1.9863, loss: 1.9863, grad_norm: 6.1134 2020-10-11 07:08:00,256 - mmaction - INFO - Epoch [6][2960/5010] lr: 7.500e-03, eta: 2 days, 17:58:31, time: 1.046, data_time: 0.007, memory: 10398, top1_acc: 0.5354, top5_acc: 0.7719, loss_cls: 2.0168, loss: 2.0168, grad_norm: 5.9151 2020-10-11 07:08:19,920 - mmaction - INFO - Epoch [6][2980/5010] lr: 7.500e-03, eta: 2 days, 17:57:56, time: 0.983, data_time: 0.003, memory: 10398, top1_acc: 0.5219, top5_acc: 0.7802, loss_cls: 1.9323, loss: 1.9323, grad_norm: 5.9970 2020-10-11 07:08:41,628 - mmaction - INFO - Epoch [6][3000/5010] lr: 7.500e-03, eta: 2 days, 17:57:37, time: 1.082, data_time: 0.005, memory: 10398, top1_acc: 0.5229, top5_acc: 0.7802, loss_cls: 1.9394, loss: 1.9394, grad_norm: 6.2734 2020-10-11 07:09:01,990 - mmaction - INFO - Epoch [6][3020/5010] lr: 7.500e-03, eta: 2 days, 17:57:08, time: 1.021, data_time: 0.007, memory: 10398, top1_acc: 0.5417, top5_acc: 0.7750, loss_cls: 1.9721, loss: 1.9721, grad_norm: 6.0328 2020-10-11 07:09:20,971 - mmaction - INFO - Epoch [6][3040/5010] lr: 7.500e-03, eta: 2 days, 17:56:28, time: 0.949, data_time: 0.003, memory: 10398, top1_acc: 0.5385, top5_acc: 0.7885, loss_cls: 1.8843, loss: 1.8843, grad_norm: 5.9527 2020-10-11 07:09:40,236 - mmaction - INFO - Epoch [6][3060/5010] lr: 7.500e-03, eta: 2 days, 17:55:50, time: 0.963, data_time: 0.006, memory: 10398, top1_acc: 0.5208, top5_acc: 0.7500, loss_cls: 2.0437, loss: 2.0437, grad_norm: 5.9927 2020-10-11 07:10:00,358 - mmaction - INFO - Epoch [6][3080/5010] lr: 7.500e-03, eta: 2 days, 17:55:19, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.5125, top5_acc: 0.7688, loss_cls: 2.0518, loss: 2.0518, grad_norm: 6.1411 2020-10-11 07:10:20,613 - mmaction - INFO - Epoch [6][3100/5010] lr: 7.500e-03, eta: 2 days, 17:54:49, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.5198, top5_acc: 0.7708, loss_cls: 1.9915, loss: 1.9915, grad_norm: 5.9834 2020-10-11 07:10:40,830 - mmaction - INFO - Epoch [6][3120/5010] lr: 7.500e-03, eta: 2 days, 17:54:19, time: 1.009, data_time: 0.006, memory: 10398, top1_acc: 0.5302, top5_acc: 0.7771, loss_cls: 1.9284, loss: 1.9284, grad_norm: 5.9411 2020-10-11 07:11:00,113 - mmaction - INFO - Epoch [6][3140/5010] lr: 7.500e-03, eta: 2 days, 17:53:41, time: 0.965, data_time: 0.008, memory: 10398, top1_acc: 0.5198, top5_acc: 0.7479, loss_cls: 2.0722, loss: 2.0722, grad_norm: 5.9421 2020-10-11 07:11:19,933 - mmaction - INFO - Epoch [6][3160/5010] lr: 7.500e-03, eta: 2 days, 17:53:08, time: 0.992, data_time: 0.003, memory: 10398, top1_acc: 0.5198, top5_acc: 0.7687, loss_cls: 2.0020, loss: 2.0020, grad_norm: 5.8008 2020-10-11 07:11:40,164 - mmaction - INFO - Epoch [6][3180/5010] lr: 7.500e-03, eta: 2 days, 17:52:38, time: 1.011, data_time: 0.005, memory: 10398, top1_acc: 0.5240, top5_acc: 0.7521, loss_cls: 2.0477, loss: 2.0477, grad_norm: 5.9924 2020-10-11 07:12:00,250 - mmaction - INFO - Epoch [6][3200/5010] lr: 7.500e-03, eta: 2 days, 17:52:07, time: 1.004, data_time: 0.005, memory: 10398, top1_acc: 0.5594, top5_acc: 0.7917, loss_cls: 1.8639, loss: 1.8639, grad_norm: 5.9628 2020-10-11 07:12:19,432 - mmaction - INFO - Epoch [6][3220/5010] lr: 7.500e-03, eta: 2 days, 17:51:29, time: 0.959, data_time: 0.002, memory: 10398, top1_acc: 0.5104, top5_acc: 0.7687, loss_cls: 2.0036, loss: 2.0036, grad_norm: 6.1655 2020-10-11 07:12:39,532 - mmaction - INFO - Epoch [6][3240/5010] lr: 7.500e-03, eta: 2 days, 17:50:57, time: 0.999, data_time: 0.006, memory: 10398, top1_acc: 0.5292, top5_acc: 0.7740, loss_cls: 2.0342, loss: 2.0342, grad_norm: 5.8689 2020-10-11 07:12:59,038 - mmaction - INFO - Epoch [6][3260/5010] lr: 7.500e-03, eta: 2 days, 17:50:22, time: 0.982, data_time: 0.009, memory: 10398, top1_acc: 0.5448, top5_acc: 0.7656, loss_cls: 1.9699, loss: 1.9699, grad_norm: 5.9738 2020-10-11 07:13:18,326 - mmaction - INFO - Epoch [6][3280/5010] lr: 7.500e-03, eta: 2 days, 17:49:44, time: 0.964, data_time: 0.002, memory: 10398, top1_acc: 0.5063, top5_acc: 0.7823, loss_cls: 2.0252, loss: 2.0252, grad_norm: 5.9340 2020-10-11 07:13:38,359 - mmaction - INFO - Epoch [6][3300/5010] lr: 7.500e-03, eta: 2 days, 17:49:13, time: 1.002, data_time: 0.006, memory: 10398, top1_acc: 0.5260, top5_acc: 0.7854, loss_cls: 1.9863, loss: 1.9863, grad_norm: 5.9594 2020-10-11 07:13:57,775 - mmaction - INFO - Epoch [6][3320/5010] lr: 7.500e-03, eta: 2 days, 17:48:37, time: 0.971, data_time: 0.002, memory: 10398, top1_acc: 0.4990, top5_acc: 0.7615, loss_cls: 2.0579, loss: 2.0579, grad_norm: 6.1434 2020-10-11 07:14:17,655 - mmaction - INFO - Epoch [6][3340/5010] lr: 7.500e-03, eta: 2 days, 17:48:04, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.5219, top5_acc: 0.7563, loss_cls: 2.0380, loss: 2.0380, grad_norm: 6.1455 2020-10-11 07:14:38,240 - mmaction - INFO - Epoch [6][3360/5010] lr: 7.500e-03, eta: 2 days, 17:47:36, time: 1.025, data_time: 0.005, memory: 10398, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.8919, loss: 1.8919, grad_norm: 5.8939 2020-10-11 07:14:58,091 - mmaction - INFO - Epoch [6][3380/5010] lr: 7.500e-03, eta: 2 days, 17:47:04, time: 0.995, data_time: 0.008, memory: 10398, top1_acc: 0.5281, top5_acc: 0.7771, loss_cls: 1.9346, loss: 1.9346, grad_norm: 6.0958 2020-10-11 07:15:17,575 - mmaction - INFO - Epoch [6][3400/5010] lr: 7.500e-03, eta: 2 days, 17:46:28, time: 0.975, data_time: 0.004, memory: 10398, top1_acc: 0.5229, top5_acc: 0.7792, loss_cls: 1.9208, loss: 1.9208, grad_norm: 6.0636 2020-10-11 07:15:37,915 - mmaction - INFO - Epoch [6][3420/5010] lr: 7.500e-03, eta: 2 days, 17:45:59, time: 1.017, data_time: 0.007, memory: 10398, top1_acc: 0.5188, top5_acc: 0.7667, loss_cls: 2.0061, loss: 2.0061, grad_norm: 5.8645 2020-10-11 07:15:57,059 - mmaction - INFO - Epoch [6][3440/5010] lr: 7.500e-03, eta: 2 days, 17:45:21, time: 0.957, data_time: 0.002, memory: 10398, top1_acc: 0.5250, top5_acc: 0.7771, loss_cls: 1.9548, loss: 1.9548, grad_norm: 6.0094 2020-10-11 07:16:17,128 - mmaction - INFO - Epoch [6][3460/5010] lr: 7.500e-03, eta: 2 days, 17:44:49, time: 1.002, data_time: 0.002, memory: 10398, top1_acc: 0.5198, top5_acc: 0.7844, loss_cls: 1.9648, loss: 1.9648, grad_norm: 6.0751 2020-10-11 07:16:37,783 - mmaction - INFO - Epoch [6][3480/5010] lr: 7.500e-03, eta: 2 days, 17:44:23, time: 1.031, data_time: 0.007, memory: 10398, top1_acc: 0.5385, top5_acc: 0.7792, loss_cls: 1.9902, loss: 1.9902, grad_norm: 6.1451 2020-10-11 07:16:57,890 - mmaction - INFO - Epoch [6][3500/5010] lr: 7.500e-03, eta: 2 days, 17:43:52, time: 1.009, data_time: 0.007, memory: 10398, top1_acc: 0.5469, top5_acc: 0.7812, loss_cls: 1.9523, loss: 1.9523, grad_norm: 5.8788 2020-10-11 07:17:16,894 - mmaction - INFO - Epoch [6][3520/5010] lr: 7.500e-03, eta: 2 days, 17:43:13, time: 0.950, data_time: 0.002, memory: 10398, top1_acc: 0.5135, top5_acc: 0.7552, loss_cls: 2.0714, loss: 2.0714, grad_norm: 5.8753 2020-10-11 07:17:36,696 - mmaction - INFO - Epoch [6][3540/5010] lr: 7.500e-03, eta: 2 days, 17:42:40, time: 0.989, data_time: 0.004, memory: 10398, top1_acc: 0.5219, top5_acc: 0.7865, loss_cls: 1.9236, loss: 1.9236, grad_norm: 5.7670 2020-10-11 07:17:57,116 - mmaction - INFO - Epoch [6][3560/5010] lr: 7.500e-03, eta: 2 days, 17:42:11, time: 1.021, data_time: 0.003, memory: 10398, top1_acc: 0.5073, top5_acc: 0.7583, loss_cls: 2.0170, loss: 2.0170, grad_norm: 5.9901 2020-10-11 07:18:17,583 - mmaction - INFO - Epoch [6][3580/5010] lr: 7.500e-03, eta: 2 days, 17:41:44, time: 1.025, data_time: 0.003, memory: 10398, top1_acc: 0.5323, top5_acc: 0.7813, loss_cls: 1.9232, loss: 1.9232, grad_norm: 5.8685 2020-10-11 07:18:37,077 - mmaction - INFO - Epoch [6][3600/5010] lr: 7.500e-03, eta: 2 days, 17:41:07, time: 0.970, data_time: 0.005, memory: 10398, top1_acc: 0.5406, top5_acc: 0.7729, loss_cls: 1.9847, loss: 1.9847, grad_norm: 6.3344 2020-10-11 07:18:57,162 - mmaction - INFO - Epoch [6][3620/5010] lr: 7.500e-03, eta: 2 days, 17:40:37, time: 1.008, data_time: 0.007, memory: 10398, top1_acc: 0.5375, top5_acc: 0.7844, loss_cls: 1.9632, loss: 1.9632, grad_norm: 5.9989 2020-10-11 07:19:16,709 - mmaction - INFO - Epoch [6][3640/5010] lr: 7.500e-03, eta: 2 days, 17:40:02, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.5604, top5_acc: 0.7969, loss_cls: 1.8592, loss: 1.8592, grad_norm: 6.1191 2020-10-11 07:19:36,726 - mmaction - INFO - Epoch [6][3660/5010] lr: 7.500e-03, eta: 2 days, 17:39:31, time: 1.000, data_time: 0.004, memory: 10398, top1_acc: 0.5354, top5_acc: 0.7792, loss_cls: 1.9351, loss: 1.9351, grad_norm: 5.8389 2020-10-11 07:19:56,670 - mmaction - INFO - Epoch [6][3680/5010] lr: 7.500e-03, eta: 2 days, 17:38:59, time: 0.998, data_time: 0.003, memory: 10398, top1_acc: 0.5010, top5_acc: 0.7677, loss_cls: 2.0673, loss: 2.0673, grad_norm: 6.0010 2020-10-11 07:20:15,762 - mmaction - INFO - Epoch [6][3700/5010] lr: 7.500e-03, eta: 2 days, 17:38:21, time: 0.955, data_time: 0.002, memory: 10398, top1_acc: 0.5292, top5_acc: 0.7667, loss_cls: 1.9617, loss: 1.9617, grad_norm: 5.8407 2020-10-11 07:20:35,074 - mmaction - INFO - Epoch [6][3720/5010] lr: 7.500e-03, eta: 2 days, 17:37:44, time: 0.966, data_time: 0.002, memory: 10398, top1_acc: 0.5292, top5_acc: 0.7750, loss_cls: 1.9865, loss: 1.9865, grad_norm: 5.8157 2020-10-11 07:20:56,078 - mmaction - INFO - Epoch [6][3740/5010] lr: 7.500e-03, eta: 2 days, 17:37:20, time: 1.050, data_time: 0.002, memory: 10398, top1_acc: 0.5271, top5_acc: 0.7708, loss_cls: 1.9679, loss: 1.9679, grad_norm: 5.9627 2020-10-11 07:21:14,608 - mmaction - INFO - Epoch [6][3760/5010] lr: 7.500e-03, eta: 2 days, 17:36:37, time: 0.926, data_time: 0.002, memory: 10398, top1_acc: 0.5323, top5_acc: 0.7833, loss_cls: 1.9620, loss: 1.9620, grad_norm: 6.1516 2020-10-11 07:21:36,016 - mmaction - INFO - Epoch [6][3780/5010] lr: 7.500e-03, eta: 2 days, 17:36:17, time: 1.071, data_time: 0.006, memory: 10398, top1_acc: 0.5208, top5_acc: 0.7865, loss_cls: 1.9799, loss: 1.9799, grad_norm: 6.2476 2020-10-11 07:21:55,027 - mmaction - INFO - Epoch [6][3800/5010] lr: 7.500e-03, eta: 2 days, 17:35:38, time: 0.950, data_time: 0.002, memory: 10398, top1_acc: 0.5271, top5_acc: 0.7531, loss_cls: 2.0458, loss: 2.0458, grad_norm: 5.8447 2020-10-11 07:22:15,260 - mmaction - INFO - Epoch [6][3820/5010] lr: 7.500e-03, eta: 2 days, 17:35:08, time: 1.012, data_time: 0.002, memory: 10398, top1_acc: 0.5479, top5_acc: 0.7708, loss_cls: 1.9886, loss: 1.9886, grad_norm: 5.8670 2020-10-11 07:22:35,000 - mmaction - INFO - Epoch [6][3840/5010] lr: 7.500e-03, eta: 2 days, 17:34:35, time: 0.987, data_time: 0.006, memory: 10398, top1_acc: 0.5417, top5_acc: 0.7875, loss_cls: 1.9408, loss: 1.9408, grad_norm: 5.7697 2020-10-11 07:22:55,281 - mmaction - INFO - Epoch [6][3860/5010] lr: 7.500e-03, eta: 2 days, 17:34:06, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.5396, top5_acc: 0.7771, loss_cls: 1.9521, loss: 1.9521, grad_norm: 5.9717 2020-10-11 07:23:15,475 - mmaction - INFO - Epoch [6][3880/5010] lr: 7.500e-03, eta: 2 days, 17:33:36, time: 1.008, data_time: 0.009, memory: 10398, top1_acc: 0.5271, top5_acc: 0.7896, loss_cls: 1.9311, loss: 1.9311, grad_norm: 5.9973 2020-10-11 07:23:34,920 - mmaction - INFO - Epoch [6][3900/5010] lr: 7.500e-03, eta: 2 days, 17:33:01, time: 0.974, data_time: 0.007, memory: 10398, top1_acc: 0.5323, top5_acc: 0.7865, loss_cls: 1.9616, loss: 1.9616, grad_norm: 5.9473 2020-10-11 07:23:54,983 - mmaction - INFO - Epoch [6][3920/5010] lr: 7.500e-03, eta: 2 days, 17:32:30, time: 1.004, data_time: 0.006, memory: 10398, top1_acc: 0.5406, top5_acc: 0.7885, loss_cls: 1.8963, loss: 1.8963, grad_norm: 5.7730 2020-10-11 07:24:15,552 - mmaction - INFO - Epoch [6][3940/5010] lr: 7.500e-03, eta: 2 days, 17:32:02, time: 1.023, data_time: 0.007, memory: 10398, top1_acc: 0.5302, top5_acc: 0.7865, loss_cls: 1.9941, loss: 1.9941, grad_norm: 6.1396 2020-10-11 07:24:34,438 - mmaction - INFO - Epoch [6][3960/5010] lr: 7.500e-03, eta: 2 days, 17:31:23, time: 0.950, data_time: 0.008, memory: 10398, top1_acc: 0.5323, top5_acc: 0.7813, loss_cls: 1.9862, loss: 1.9862, grad_norm: 5.8066 2020-10-11 07:24:54,345 - mmaction - INFO - Epoch [6][3980/5010] lr: 7.500e-03, eta: 2 days, 17:30:51, time: 0.994, data_time: 0.006, memory: 10398, top1_acc: 0.5240, top5_acc: 0.7708, loss_cls: 1.9866, loss: 1.9866, grad_norm: 5.9016 2020-10-11 07:25:14,535 - mmaction - INFO - Epoch [6][4000/5010] lr: 7.500e-03, eta: 2 days, 17:30:21, time: 1.010, data_time: 0.003, memory: 10398, top1_acc: 0.5313, top5_acc: 0.7812, loss_cls: 1.9327, loss: 1.9327, grad_norm: 6.1643 2020-10-11 07:25:34,220 - mmaction - INFO - Epoch [6][4020/5010] lr: 7.500e-03, eta: 2 days, 17:29:48, time: 0.985, data_time: 0.009, memory: 10398, top1_acc: 0.5240, top5_acc: 0.7698, loss_cls: 1.9917, loss: 1.9917, grad_norm: 5.7791 2020-10-11 07:25:54,543 - mmaction - INFO - Epoch [6][4040/5010] lr: 7.500e-03, eta: 2 days, 17:29:18, time: 1.012, data_time: 0.006, memory: 10398, top1_acc: 0.4979, top5_acc: 0.7365, loss_cls: 2.2222, loss: 2.2222, grad_norm: 6.1595 2020-10-11 07:26:13,884 - mmaction - INFO - Epoch [6][4060/5010] lr: 7.500e-03, eta: 2 days, 17:28:43, time: 0.972, data_time: 0.008, memory: 10398, top1_acc: 0.5281, top5_acc: 0.7906, loss_cls: 1.9594, loss: 1.9594, grad_norm: 5.9492 2020-10-11 07:26:34,838 - mmaction - INFO - Epoch [6][4080/5010] lr: 7.500e-03, eta: 2 days, 17:28:19, time: 1.046, data_time: 0.006, memory: 10398, top1_acc: 0.5198, top5_acc: 0.7531, loss_cls: 2.0607, loss: 2.0607, grad_norm: 6.3902 2020-10-11 07:26:53,490 - mmaction - INFO - Epoch [6][4100/5010] lr: 7.500e-03, eta: 2 days, 17:27:38, time: 0.933, data_time: 0.006, memory: 10398, top1_acc: 0.5344, top5_acc: 0.7896, loss_cls: 1.9780, loss: 1.9780, grad_norm: 5.9434 2020-10-11 07:27:13,004 - mmaction - INFO - Epoch [6][4120/5010] lr: 7.500e-03, eta: 2 days, 17:27:03, time: 0.974, data_time: 0.006, memory: 10398, top1_acc: 0.5458, top5_acc: 0.7927, loss_cls: 1.8635, loss: 1.8635, grad_norm: 5.9357 2020-10-11 07:27:33,138 - mmaction - INFO - Epoch [6][4140/5010] lr: 7.500e-03, eta: 2 days, 17:26:33, time: 1.008, data_time: 0.007, memory: 10398, top1_acc: 0.5115, top5_acc: 0.7490, loss_cls: 2.0783, loss: 2.0783, grad_norm: 6.0844 2020-10-11 07:27:52,509 - mmaction - INFO - Epoch [6][4160/5010] lr: 7.500e-03, eta: 2 days, 17:25:56, time: 0.965, data_time: 0.006, memory: 10398, top1_acc: 0.5344, top5_acc: 0.7917, loss_cls: 1.9347, loss: 1.9347, grad_norm: 5.6867 2020-10-11 07:28:11,771 - mmaction - INFO - Epoch [6][4180/5010] lr: 7.500e-03, eta: 2 days, 17:25:20, time: 0.967, data_time: 0.008, memory: 10398, top1_acc: 0.5406, top5_acc: 0.7760, loss_cls: 1.9056, loss: 1.9056, grad_norm: 6.0039 2020-10-11 07:28:31,234 - mmaction - INFO - Epoch [6][4200/5010] lr: 7.500e-03, eta: 2 days, 17:24:45, time: 0.968, data_time: 0.004, memory: 10398, top1_acc: 0.5198, top5_acc: 0.7677, loss_cls: 2.0281, loss: 2.0281, grad_norm: 6.0934 2020-10-11 07:28:50,604 - mmaction - INFO - Epoch [6][4220/5010] lr: 7.500e-03, eta: 2 days, 17:24:10, time: 0.974, data_time: 0.008, memory: 10398, top1_acc: 0.5094, top5_acc: 0.7688, loss_cls: 2.0544, loss: 2.0544, grad_norm: 6.0162 2020-10-11 07:29:10,276 - mmaction - INFO - Epoch [6][4240/5010] lr: 7.500e-03, eta: 2 days, 17:23:36, time: 0.981, data_time: 0.005, memory: 10398, top1_acc: 0.5167, top5_acc: 0.7625, loss_cls: 2.0185, loss: 2.0185, grad_norm: 5.7629 2020-10-11 07:29:30,051 - mmaction - INFO - Epoch [6][4260/5010] lr: 7.500e-03, eta: 2 days, 17:23:03, time: 0.991, data_time: 0.007, memory: 10398, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.9201, loss: 1.9201, grad_norm: 6.0784 2020-10-11 07:29:49,836 - mmaction - INFO - Epoch [6][4280/5010] lr: 7.500e-03, eta: 2 days, 17:22:31, time: 0.989, data_time: 0.002, memory: 10398, top1_acc: 0.5271, top5_acc: 0.7885, loss_cls: 1.9812, loss: 1.9812, grad_norm: 5.8942 2020-10-11 07:30:09,784 - mmaction - INFO - Epoch [6][4300/5010] lr: 7.500e-03, eta: 2 days, 17:21:59, time: 0.997, data_time: 0.004, memory: 10398, top1_acc: 0.4938, top5_acc: 0.7510, loss_cls: 2.1109, loss: 2.1109, grad_norm: 6.1525 2020-10-11 07:30:28,349 - mmaction - INFO - Epoch [6][4320/5010] lr: 7.500e-03, eta: 2 days, 17:21:18, time: 0.928, data_time: 0.002, memory: 10398, top1_acc: 0.5292, top5_acc: 0.7594, loss_cls: 1.9424, loss: 1.9424, grad_norm: 5.8339 2020-10-11 07:30:48,983 - mmaction - INFO - Epoch [6][4340/5010] lr: 7.500e-03, eta: 2 days, 17:20:52, time: 1.031, data_time: 0.002, memory: 10398, top1_acc: 0.5198, top5_acc: 0.7760, loss_cls: 2.0211, loss: 2.0211, grad_norm: 6.1610 2020-10-11 07:31:08,673 - mmaction - INFO - Epoch [6][4360/5010] lr: 7.500e-03, eta: 2 days, 17:20:18, time: 0.980, data_time: 0.005, memory: 10398, top1_acc: 0.5406, top5_acc: 0.7844, loss_cls: 1.9622, loss: 1.9622, grad_norm: 6.1117 2020-10-11 07:31:28,899 - mmaction - INFO - Epoch [6][4380/5010] lr: 7.500e-03, eta: 2 days, 17:19:49, time: 1.016, data_time: 0.009, memory: 10398, top1_acc: 0.5229, top5_acc: 0.7792, loss_cls: 1.9809, loss: 1.9809, grad_norm: 5.8770 2020-10-11 07:31:48,407 - mmaction - INFO - Epoch [6][4400/5010] lr: 7.500e-03, eta: 2 days, 17:19:14, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.5521, top5_acc: 0.7917, loss_cls: 1.8919, loss: 1.8919, grad_norm: 5.9310 2020-10-11 07:32:07,983 - mmaction - INFO - Epoch [6][4420/5010] lr: 7.500e-03, eta: 2 days, 17:18:40, time: 0.979, data_time: 0.003, memory: 10398, top1_acc: 0.5115, top5_acc: 0.7781, loss_cls: 2.0209, loss: 2.0209, grad_norm: 6.2640 2020-10-11 07:32:27,377 - mmaction - INFO - Epoch [6][4440/5010] lr: 7.500e-03, eta: 2 days, 17:18:05, time: 0.971, data_time: 0.006, memory: 10398, top1_acc: 0.5094, top5_acc: 0.7521, loss_cls: 2.0771, loss: 2.0771, grad_norm: 5.9310 2020-10-11 07:32:47,559 - mmaction - INFO - Epoch [6][4460/5010] lr: 7.500e-03, eta: 2 days, 17:17:36, time: 1.009, data_time: 0.002, memory: 10398, top1_acc: 0.5625, top5_acc: 0.8010, loss_cls: 1.8536, loss: 1.8536, grad_norm: 5.8424 2020-10-11 07:33:07,346 - mmaction - INFO - Epoch [6][4480/5010] lr: 7.500e-03, eta: 2 days, 17:17:03, time: 0.990, data_time: 0.003, memory: 10398, top1_acc: 0.5250, top5_acc: 0.7792, loss_cls: 2.0999, loss: 2.0999, grad_norm: 6.0304 2020-10-11 07:33:27,047 - mmaction - INFO - Epoch [6][4500/5010] lr: 7.500e-03, eta: 2 days, 17:16:30, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.5292, top5_acc: 0.7740, loss_cls: 2.0441, loss: 2.0441, grad_norm: 6.0337 2020-10-11 07:33:46,631 - mmaction - INFO - Epoch [6][4520/5010] lr: 7.500e-03, eta: 2 days, 17:15:56, time: 0.979, data_time: 0.002, memory: 10398, top1_acc: 0.5135, top5_acc: 0.7760, loss_cls: 2.0440, loss: 2.0440, grad_norm: 5.8460 2020-10-11 07:34:06,103 - mmaction - INFO - Epoch [6][4540/5010] lr: 7.500e-03, eta: 2 days, 17:15:22, time: 0.974, data_time: 0.006, memory: 10398, top1_acc: 0.5281, top5_acc: 0.7677, loss_cls: 1.9791, loss: 1.9791, grad_norm: 5.8202 2020-10-11 07:34:25,769 - mmaction - INFO - Epoch [6][4560/5010] lr: 7.500e-03, eta: 2 days, 17:14:49, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.5458, top5_acc: 0.7854, loss_cls: 1.9199, loss: 1.9199, grad_norm: 5.8160 2020-10-11 07:34:45,061 - mmaction - INFO - Epoch [6][4580/5010] lr: 7.500e-03, eta: 2 days, 17:14:13, time: 0.965, data_time: 0.002, memory: 10398, top1_acc: 0.5490, top5_acc: 0.7938, loss_cls: 1.8887, loss: 1.8887, grad_norm: 6.0128 2020-10-11 07:35:04,546 - mmaction - INFO - Epoch [6][4600/5010] lr: 7.500e-03, eta: 2 days, 17:13:38, time: 0.974, data_time: 0.006, memory: 10398, top1_acc: 0.5500, top5_acc: 0.7958, loss_cls: 1.8459, loss: 1.8459, grad_norm: 5.5412 2020-10-11 07:35:24,527 - mmaction - INFO - Epoch [6][4620/5010] lr: 7.500e-03, eta: 2 days, 17:13:07, time: 0.999, data_time: 0.002, memory: 10398, top1_acc: 0.5156, top5_acc: 0.7635, loss_cls: 2.0511, loss: 2.0511, grad_norm: 6.0954 2020-10-11 07:35:44,584 - mmaction - INFO - Epoch [6][4640/5010] lr: 7.500e-03, eta: 2 days, 17:12:37, time: 1.001, data_time: 0.002, memory: 10398, top1_acc: 0.5438, top5_acc: 0.7760, loss_cls: 1.9473, loss: 1.9473, grad_norm: 5.9440 2020-10-11 07:36:04,661 - mmaction - INFO - Epoch [6][4660/5010] lr: 7.500e-03, eta: 2 days, 17:12:07, time: 1.005, data_time: 0.004, memory: 10398, top1_acc: 0.5198, top5_acc: 0.7812, loss_cls: 1.9122, loss: 1.9122, grad_norm: 5.5111 2020-10-11 07:36:25,389 - mmaction - INFO - Epoch [6][4680/5010] lr: 7.500e-03, eta: 2 days, 17:11:42, time: 1.036, data_time: 0.006, memory: 10398, top1_acc: 0.5698, top5_acc: 0.7698, loss_cls: 1.9014, loss: 1.9014, grad_norm: 5.8434 2020-10-11 07:36:44,437 - mmaction - INFO - Epoch [6][4700/5010] lr: 7.500e-03, eta: 2 days, 17:11:04, time: 0.952, data_time: 0.002, memory: 10398, top1_acc: 0.5458, top5_acc: 0.7760, loss_cls: 1.9744, loss: 1.9744, grad_norm: 5.9594 2020-10-11 07:37:03,681 - mmaction - INFO - Epoch [6][4720/5010] lr: 7.500e-03, eta: 2 days, 17:10:28, time: 0.962, data_time: 0.006, memory: 10398, top1_acc: 0.5271, top5_acc: 0.7781, loss_cls: 2.0286, loss: 2.0286, grad_norm: 6.1327 2020-10-11 07:37:24,375 - mmaction - INFO - Epoch [6][4740/5010] lr: 7.500e-03, eta: 2 days, 17:10:02, time: 1.036, data_time: 0.003, memory: 10398, top1_acc: 0.5146, top5_acc: 0.7792, loss_cls: 2.0026, loss: 2.0026, grad_norm: 6.0754 2020-10-11 07:37:43,879 - mmaction - INFO - Epoch [6][4760/5010] lr: 7.500e-03, eta: 2 days, 17:09:28, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.5135, top5_acc: 0.7552, loss_cls: 2.0790, loss: 2.0790, grad_norm: 5.8204 2020-10-11 07:38:03,033 - mmaction - INFO - Epoch [6][4780/5010] lr: 7.500e-03, eta: 2 days, 17:08:51, time: 0.958, data_time: 0.006, memory: 10398, top1_acc: 0.5583, top5_acc: 0.7938, loss_cls: 1.8970, loss: 1.8970, grad_norm: 5.9382 2020-10-11 07:38:24,384 - mmaction - INFO - Epoch [6][4800/5010] lr: 7.500e-03, eta: 2 days, 17:08:31, time: 1.067, data_time: 0.002, memory: 10398, top1_acc: 0.5000, top5_acc: 0.7573, loss_cls: 2.0499, loss: 2.0499, grad_norm: 5.9341 2020-10-11 07:38:43,895 - mmaction - INFO - Epoch [6][4820/5010] lr: 7.500e-03, eta: 2 days, 17:07:57, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 1.9806, loss: 1.9806, grad_norm: 5.8444 2020-10-11 07:39:03,044 - mmaction - INFO - Epoch [6][4840/5010] lr: 7.500e-03, eta: 2 days, 17:07:19, time: 0.953, data_time: 0.005, memory: 10398, top1_acc: 0.5375, top5_acc: 0.7844, loss_cls: 1.8996, loss: 1.8996, grad_norm: 5.8952 2020-10-11 07:39:23,445 - mmaction - INFO - Epoch [6][4860/5010] lr: 7.500e-03, eta: 2 days, 17:06:52, time: 1.023, data_time: 0.007, memory: 10398, top1_acc: 0.5177, top5_acc: 0.7646, loss_cls: 2.0507, loss: 2.0507, grad_norm: 5.9575 2020-10-11 07:39:43,712 - mmaction - INFO - Epoch [6][4880/5010] lr: 7.500e-03, eta: 2 days, 17:06:24, time: 1.014, data_time: 0.003, memory: 10398, top1_acc: 0.5406, top5_acc: 0.7698, loss_cls: 2.0066, loss: 2.0066, grad_norm: 6.1266 2020-10-11 07:40:03,595 - mmaction - INFO - Epoch [6][4900/5010] lr: 7.500e-03, eta: 2 days, 17:05:52, time: 0.993, data_time: 0.007, memory: 10398, top1_acc: 0.5188, top5_acc: 0.7667, loss_cls: 1.9748, loss: 1.9748, grad_norm: 5.9244 2020-10-11 07:40:23,655 - mmaction - INFO - Epoch [6][4920/5010] lr: 7.500e-03, eta: 2 days, 17:05:22, time: 1.004, data_time: 0.003, memory: 10398, top1_acc: 0.5198, top5_acc: 0.7969, loss_cls: 1.9455, loss: 1.9455, grad_norm: 6.0717 2020-10-11 07:40:43,314 - mmaction - INFO - Epoch [6][4940/5010] lr: 7.500e-03, eta: 2 days, 17:04:49, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.5188, top5_acc: 0.7698, loss_cls: 2.0437, loss: 2.0437, grad_norm: 6.0675 2020-10-11 07:41:02,746 - mmaction - INFO - Epoch [6][4960/5010] lr: 7.500e-03, eta: 2 days, 17:04:15, time: 0.971, data_time: 0.002, memory: 10398, top1_acc: 0.5188, top5_acc: 0.7552, loss_cls: 2.0835, loss: 2.0835, grad_norm: 6.0636 2020-10-11 07:41:22,357 - mmaction - INFO - Epoch [6][4980/5010] lr: 7.500e-03, eta: 2 days, 17:03:41, time: 0.981, data_time: 0.008, memory: 10398, top1_acc: 0.5271, top5_acc: 0.7750, loss_cls: 2.0161, loss: 2.0161, grad_norm: 6.1384 2020-10-11 07:41:41,627 - mmaction - INFO - Epoch [6][5000/5010] lr: 7.500e-03, eta: 2 days, 17:03:06, time: 0.964, data_time: 0.002, memory: 10398, top1_acc: 0.5344, top5_acc: 0.7698, loss_cls: 1.9256, loss: 1.9256, grad_norm: 5.9581 2020-10-11 07:42:24,054 - mmaction - INFO - Epoch [7][20/5010] lr: 7.500e-03, eta: 2 days, 17:02:40, time: 1.635, data_time: 0.768, memory: 10398, top1_acc: 0.5260, top5_acc: 0.7906, loss_cls: 1.8890, loss: 1.8890, grad_norm: 5.7963 2020-10-11 07:42:42,229 - mmaction - INFO - Epoch [7][40/5010] lr: 7.500e-03, eta: 2 days, 17:01:56, time: 0.905, data_time: 0.004, memory: 10398, top1_acc: 0.5344, top5_acc: 0.7896, loss_cls: 1.9032, loss: 1.9032, grad_norm: 5.9563 2020-10-11 07:43:00,959 - mmaction - INFO - Epoch [7][60/5010] lr: 7.500e-03, eta: 2 days, 17:01:17, time: 0.942, data_time: 0.008, memory: 10398, top1_acc: 0.5156, top5_acc: 0.7635, loss_cls: 2.0292, loss: 2.0292, grad_norm: 5.9569 2020-10-11 07:43:21,225 - mmaction - INFO - Epoch [7][80/5010] lr: 7.500e-03, eta: 2 days, 17:00:48, time: 1.013, data_time: 0.007, memory: 10398, top1_acc: 0.5594, top5_acc: 0.7792, loss_cls: 1.8906, loss: 1.8906, grad_norm: 5.6803 2020-10-11 07:43:40,606 - mmaction - INFO - Epoch [7][100/5010] lr: 7.500e-03, eta: 2 days, 17:00:14, time: 0.970, data_time: 0.004, memory: 10398, top1_acc: 0.5208, top5_acc: 0.7750, loss_cls: 1.9550, loss: 1.9550, grad_norm: 6.0325 2020-10-11 07:44:00,083 - mmaction - INFO - Epoch [7][120/5010] lr: 7.500e-03, eta: 2 days, 16:59:39, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.5313, top5_acc: 0.7802, loss_cls: 1.9138, loss: 1.9138, grad_norm: 6.0756 2020-10-11 07:44:19,643 - mmaction - INFO - Epoch [7][140/5010] lr: 7.500e-03, eta: 2 days, 16:59:06, time: 0.978, data_time: 0.002, memory: 10398, top1_acc: 0.5625, top5_acc: 0.7948, loss_cls: 1.8535, loss: 1.8535, grad_norm: 5.9798 2020-10-11 07:44:40,215 - mmaction - INFO - Epoch [7][160/5010] lr: 7.500e-03, eta: 2 days, 16:58:40, time: 1.027, data_time: 0.006, memory: 10398, top1_acc: 0.5469, top5_acc: 0.7875, loss_cls: 1.8877, loss: 1.8877, grad_norm: 6.0486 2020-10-11 07:44:59,182 - mmaction - INFO - Epoch [7][180/5010] lr: 7.500e-03, eta: 2 days, 16:58:02, time: 0.950, data_time: 0.005, memory: 10398, top1_acc: 0.5646, top5_acc: 0.8063, loss_cls: 1.8387, loss: 1.8387, grad_norm: 5.8933 2020-10-11 07:45:19,070 - mmaction - INFO - Epoch [7][200/5010] lr: 7.500e-03, eta: 2 days, 16:57:31, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.5677, top5_acc: 0.7927, loss_cls: 1.8503, loss: 1.8503, grad_norm: 5.8800 2020-10-11 07:45:39,688 - mmaction - INFO - Epoch [7][220/5010] lr: 7.500e-03, eta: 2 days, 16:57:04, time: 1.025, data_time: 0.005, memory: 10398, top1_acc: 0.5510, top5_acc: 0.7781, loss_cls: 1.9351, loss: 1.9351, grad_norm: 6.1407 2020-10-11 07:45:59,741 - mmaction - INFO - Epoch [7][240/5010] lr: 7.500e-03, eta: 2 days, 16:56:35, time: 1.009, data_time: 0.009, memory: 10398, top1_acc: 0.5667, top5_acc: 0.7917, loss_cls: 1.8370, loss: 1.8370, grad_norm: 5.7882 2020-10-11 07:46:19,908 - mmaction - INFO - Epoch [7][260/5010] lr: 7.500e-03, eta: 2 days, 16:56:06, time: 1.008, data_time: 0.002, memory: 10398, top1_acc: 0.5500, top5_acc: 0.7802, loss_cls: 1.8934, loss: 1.8934, grad_norm: 6.0113 2020-10-11 07:46:40,186 - mmaction - INFO - Epoch [7][280/5010] lr: 7.500e-03, eta: 2 days, 16:55:38, time: 1.012, data_time: 0.006, memory: 10398, top1_acc: 0.5271, top5_acc: 0.7667, loss_cls: 1.9622, loss: 1.9622, grad_norm: 6.4215 2020-10-11 07:47:00,190 - mmaction - INFO - Epoch [7][300/5010] lr: 7.500e-03, eta: 2 days, 16:55:08, time: 1.002, data_time: 0.007, memory: 10398, top1_acc: 0.5417, top5_acc: 0.7646, loss_cls: 2.0023, loss: 2.0023, grad_norm: 5.8610 2020-10-11 07:47:19,456 - mmaction - INFO - Epoch [7][320/5010] lr: 7.500e-03, eta: 2 days, 16:54:33, time: 0.964, data_time: 0.003, memory: 10398, top1_acc: 0.5635, top5_acc: 0.7906, loss_cls: 1.8906, loss: 1.8906, grad_norm: 5.9515 2020-10-11 07:47:40,558 - mmaction - INFO - Epoch [7][340/5010] lr: 7.500e-03, eta: 2 days, 16:54:10, time: 1.052, data_time: 0.006, memory: 10398, top1_acc: 0.5500, top5_acc: 0.7813, loss_cls: 1.9539, loss: 1.9539, grad_norm: 6.0891 2020-10-11 07:48:00,285 - mmaction - INFO - Epoch [7][360/5010] lr: 7.500e-03, eta: 2 days, 16:53:38, time: 0.990, data_time: 0.007, memory: 10398, top1_acc: 0.5417, top5_acc: 0.7802, loss_cls: 1.9358, loss: 1.9358, grad_norm: 5.9583 2020-10-11 07:48:19,772 - mmaction - INFO - Epoch [7][380/5010] lr: 7.500e-03, eta: 2 days, 16:53:05, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.5563, top5_acc: 0.7969, loss_cls: 1.8311, loss: 1.8311, grad_norm: 5.7189 2020-10-11 07:48:40,147 - mmaction - INFO - Epoch [7][400/5010] lr: 7.500e-03, eta: 2 days, 16:52:37, time: 1.015, data_time: 0.006, memory: 10398, top1_acc: 0.5396, top5_acc: 0.7625, loss_cls: 1.9985, loss: 1.9985, grad_norm: 5.7419 2020-10-11 07:49:01,408 - mmaction - INFO - Epoch [7][420/5010] lr: 7.500e-03, eta: 2 days, 16:52:16, time: 1.066, data_time: 0.007, memory: 10398, top1_acc: 0.5448, top5_acc: 0.7948, loss_cls: 1.8740, loss: 1.8740, grad_norm: 5.8247 2020-10-11 07:49:21,259 - mmaction - INFO - Epoch [7][440/5010] lr: 7.500e-03, eta: 2 days, 16:51:45, time: 0.991, data_time: 0.002, memory: 10398, top1_acc: 0.5292, top5_acc: 0.7792, loss_cls: 1.9135, loss: 1.9135, grad_norm: 6.0597 2020-10-11 07:49:40,603 - mmaction - INFO - Epoch [7][460/5010] lr: 7.500e-03, eta: 2 days, 16:51:10, time: 0.968, data_time: 0.004, memory: 10398, top1_acc: 0.5740, top5_acc: 0.8094, loss_cls: 1.7883, loss: 1.7883, grad_norm: 5.8781 2020-10-11 07:50:00,240 - mmaction - INFO - Epoch [7][480/5010] lr: 7.500e-03, eta: 2 days, 16:50:37, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.5698, top5_acc: 0.7854, loss_cls: 1.8553, loss: 1.8553, grad_norm: 6.0517 2020-10-11 07:50:20,161 - mmaction - INFO - Epoch [7][500/5010] lr: 7.500e-03, eta: 2 days, 16:50:07, time: 0.996, data_time: 0.002, memory: 10398, top1_acc: 0.5521, top5_acc: 0.7885, loss_cls: 1.8984, loss: 1.8984, grad_norm: 6.0662 2020-10-11 07:50:40,475 - mmaction - INFO - Epoch [7][520/5010] lr: 7.500e-03, eta: 2 days, 16:49:39, time: 1.016, data_time: 0.005, memory: 10398, top1_acc: 0.5125, top5_acc: 0.7563, loss_cls: 2.0849, loss: 2.0849, grad_norm: 6.1966 2020-10-11 07:51:00,914 - mmaction - INFO - Epoch [7][540/5010] lr: 7.500e-03, eta: 2 days, 16:49:12, time: 1.022, data_time: 0.002, memory: 10398, top1_acc: 0.5417, top5_acc: 0.7698, loss_cls: 1.9934, loss: 1.9934, grad_norm: 5.8953 2020-10-11 07:51:20,807 - mmaction - INFO - Epoch [7][560/5010] lr: 7.500e-03, eta: 2 days, 16:48:41, time: 0.991, data_time: 0.002, memory: 10398, top1_acc: 0.5490, top5_acc: 0.7823, loss_cls: 1.8909, loss: 1.8909, grad_norm: 5.9571 2020-10-11 07:51:40,528 - mmaction - INFO - Epoch [7][580/5010] lr: 7.500e-03, eta: 2 days, 16:48:09, time: 0.989, data_time: 0.007, memory: 10398, top1_acc: 0.5531, top5_acc: 0.7990, loss_cls: 1.8327, loss: 1.8327, grad_norm: 5.8202 2020-10-11 07:52:01,074 - mmaction - INFO - Epoch [7][600/5010] lr: 7.500e-03, eta: 2 days, 16:47:43, time: 1.027, data_time: 0.006, memory: 10398, top1_acc: 0.5750, top5_acc: 0.7990, loss_cls: 1.8380, loss: 1.8380, grad_norm: 6.0503 2020-10-11 07:52:20,061 - mmaction - INFO - Epoch [7][620/5010] lr: 7.500e-03, eta: 2 days, 16:47:06, time: 0.949, data_time: 0.002, memory: 10398, top1_acc: 0.5438, top5_acc: 0.7958, loss_cls: 1.9179, loss: 1.9179, grad_norm: 6.1820 2020-10-11 07:52:39,930 - mmaction - INFO - Epoch [7][640/5010] lr: 7.500e-03, eta: 2 days, 16:46:35, time: 0.994, data_time: 0.006, memory: 10398, top1_acc: 0.5781, top5_acc: 0.7823, loss_cls: 1.7984, loss: 1.7984, grad_norm: 5.8788 2020-10-11 07:53:00,111 - mmaction - INFO - Epoch [7][660/5010] lr: 7.500e-03, eta: 2 days, 16:46:07, time: 1.009, data_time: 0.006, memory: 10398, top1_acc: 0.5406, top5_acc: 0.7740, loss_cls: 1.9362, loss: 1.9362, grad_norm: 5.9326 2020-10-11 07:53:19,987 - mmaction - INFO - Epoch [7][680/5010] lr: 7.500e-03, eta: 2 days, 16:45:36, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.5531, top5_acc: 0.8073, loss_cls: 1.8490, loss: 1.8490, grad_norm: 6.1435 2020-10-11 07:53:40,852 - mmaction - INFO - Epoch [7][700/5010] lr: 7.500e-03, eta: 2 days, 16:45:12, time: 1.040, data_time: 0.006, memory: 10398, top1_acc: 0.5490, top5_acc: 0.7812, loss_cls: 1.9118, loss: 1.9118, grad_norm: 5.9999 2020-10-11 07:54:01,845 - mmaction - INFO - Epoch [7][720/5010] lr: 7.500e-03, eta: 2 days, 16:44:49, time: 1.052, data_time: 0.007, memory: 10398, top1_acc: 0.5302, top5_acc: 0.7594, loss_cls: 2.0159, loss: 2.0159, grad_norm: 6.0244 2020-10-11 07:54:22,400 - mmaction - INFO - Epoch [7][740/5010] lr: 7.500e-03, eta: 2 days, 16:44:23, time: 1.027, data_time: 0.002, memory: 10398, top1_acc: 0.5583, top5_acc: 0.7760, loss_cls: 1.9063, loss: 1.9063, grad_norm: 5.8423 2020-10-11 07:54:41,286 - mmaction - INFO - Epoch [7][760/5010] lr: 7.500e-03, eta: 2 days, 16:43:45, time: 0.945, data_time: 0.002, memory: 10398, top1_acc: 0.5500, top5_acc: 0.7865, loss_cls: 1.8772, loss: 1.8772, grad_norm: 5.8853 2020-10-11 07:55:00,846 - mmaction - INFO - Epoch [7][780/5010] lr: 7.500e-03, eta: 2 days, 16:43:12, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.5365, top5_acc: 0.7740, loss_cls: 1.9747, loss: 1.9747, grad_norm: 6.0933 2020-10-11 07:55:20,458 - mmaction - INFO - Epoch [7][800/5010] lr: 7.500e-03, eta: 2 days, 16:42:40, time: 0.981, data_time: 0.002, memory: 10398, top1_acc: 0.5552, top5_acc: 0.7844, loss_cls: 1.8672, loss: 1.8672, grad_norm: 5.8385 2020-10-11 07:55:39,805 - mmaction - INFO - Epoch [7][820/5010] lr: 7.500e-03, eta: 2 days, 16:42:05, time: 0.967, data_time: 0.006, memory: 10398, top1_acc: 0.5385, top5_acc: 0.7583, loss_cls: 1.9416, loss: 1.9416, grad_norm: 5.7614 2020-10-11 07:55:59,117 - mmaction - INFO - Epoch [7][840/5010] lr: 7.500e-03, eta: 2 days, 16:41:31, time: 0.966, data_time: 0.002, memory: 10398, top1_acc: 0.5354, top5_acc: 0.7667, loss_cls: 1.9428, loss: 1.9428, grad_norm: 5.8339 2020-10-11 07:56:18,525 - mmaction - INFO - Epoch [7][860/5010] lr: 7.500e-03, eta: 2 days, 16:40:57, time: 0.971, data_time: 0.002, memory: 10398, top1_acc: 0.5417, top5_acc: 0.7802, loss_cls: 1.9123, loss: 1.9123, grad_norm: 5.9229 2020-10-11 07:56:38,729 - mmaction - INFO - Epoch [7][880/5010] lr: 7.500e-03, eta: 2 days, 16:40:28, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.5323, top5_acc: 0.7750, loss_cls: 1.9976, loss: 1.9976, grad_norm: 6.0933 2020-10-11 07:56:58,157 - mmaction - INFO - Epoch [7][900/5010] lr: 7.500e-03, eta: 2 days, 16:39:54, time: 0.974, data_time: 0.007, memory: 10398, top1_acc: 0.5583, top5_acc: 0.8042, loss_cls: 1.8694, loss: 1.8694, grad_norm: 5.7977 2020-10-11 07:57:17,922 - mmaction - INFO - Epoch [7][920/5010] lr: 7.500e-03, eta: 2 days, 16:39:23, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.5187, top5_acc: 0.7688, loss_cls: 2.0060, loss: 2.0060, grad_norm: 5.9551 2020-10-11 07:57:38,619 - mmaction - INFO - Epoch [7][940/5010] lr: 7.500e-03, eta: 2 days, 16:38:58, time: 1.033, data_time: 0.006, memory: 10398, top1_acc: 0.5458, top5_acc: 0.8031, loss_cls: 1.8469, loss: 1.8469, grad_norm: 5.9763 2020-10-11 07:57:59,607 - mmaction - INFO - Epoch [7][960/5010] lr: 7.500e-03, eta: 2 days, 16:38:35, time: 1.052, data_time: 0.007, memory: 10398, top1_acc: 0.5542, top5_acc: 0.7979, loss_cls: 1.8637, loss: 1.8637, grad_norm: 6.2456 2020-10-11 07:58:18,349 - mmaction - INFO - Epoch [7][980/5010] lr: 7.500e-03, eta: 2 days, 16:37:57, time: 0.937, data_time: 0.002, memory: 10398, top1_acc: 0.5417, top5_acc: 0.7969, loss_cls: 1.9233, loss: 1.9233, grad_norm: 6.0646 2020-10-11 07:58:38,230 - mmaction - INFO - Epoch [7][1000/5010] lr: 7.500e-03, eta: 2 days, 16:37:26, time: 0.994, data_time: 0.006, memory: 10398, top1_acc: 0.5490, top5_acc: 0.7802, loss_cls: 1.8981, loss: 1.8981, grad_norm: 6.0302 2020-10-11 07:58:58,460 - mmaction - INFO - Epoch [7][1020/5010] lr: 7.500e-03, eta: 2 days, 16:36:58, time: 1.011, data_time: 0.006, memory: 10398, top1_acc: 0.5396, top5_acc: 0.8177, loss_cls: 1.8299, loss: 1.8299, grad_norm: 6.4388 2020-10-11 07:59:18,040 - mmaction - INFO - Epoch [7][1040/5010] lr: 7.500e-03, eta: 2 days, 16:36:26, time: 0.979, data_time: 0.002, memory: 10398, top1_acc: 0.5313, top5_acc: 0.7677, loss_cls: 1.9529, loss: 1.9529, grad_norm: 5.9616 2020-10-11 07:59:38,142 - mmaction - INFO - Epoch [7][1060/5010] lr: 7.500e-03, eta: 2 days, 16:35:57, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.5250, top5_acc: 0.8010, loss_cls: 1.9142, loss: 1.9142, grad_norm: 6.0038 2020-10-11 07:59:58,190 - mmaction - INFO - Epoch [7][1080/5010] lr: 7.500e-03, eta: 2 days, 16:35:27, time: 1.002, data_time: 0.002, memory: 10398, top1_acc: 0.5385, top5_acc: 0.7990, loss_cls: 1.8840, loss: 1.8840, grad_norm: 5.7925 2020-10-11 08:00:20,416 - mmaction - INFO - Epoch [7][1100/5010] lr: 7.500e-03, eta: 2 days, 16:35:12, time: 1.102, data_time: 0.003, memory: 10398, top1_acc: 0.5198, top5_acc: 0.7552, loss_cls: 2.0336, loss: 2.0336, grad_norm: 6.2226 2020-10-11 08:00:38,828 - mmaction - INFO - Epoch [7][1120/5010] lr: 7.500e-03, eta: 2 days, 16:34:32, time: 0.927, data_time: 0.020, memory: 10398, top1_acc: 0.5510, top5_acc: 0.7906, loss_cls: 1.8714, loss: 1.8714, grad_norm: 5.9742 2020-10-11 08:00:58,601 - mmaction - INFO - Epoch [7][1140/5010] lr: 7.500e-03, eta: 2 days, 16:34:01, time: 0.991, data_time: 0.008, memory: 10398, top1_acc: 0.5208, top5_acc: 0.7771, loss_cls: 1.9636, loss: 1.9636, grad_norm: 6.1762 2020-10-11 08:01:20,090 - mmaction - INFO - Epoch [7][1160/5010] lr: 7.500e-03, eta: 2 days, 16:33:42, time: 1.075, data_time: 0.002, memory: 10398, top1_acc: 0.5208, top5_acc: 0.7823, loss_cls: 1.9551, loss: 1.9551, grad_norm: 5.9183 2020-10-11 08:01:40,098 - mmaction - INFO - Epoch [7][1180/5010] lr: 7.500e-03, eta: 2 days, 16:33:12, time: 0.998, data_time: 0.006, memory: 10398, top1_acc: 0.5365, top5_acc: 0.8021, loss_cls: 1.8319, loss: 1.8319, grad_norm: 5.9749 2020-10-11 08:01:59,294 - mmaction - INFO - Epoch [7][1200/5010] lr: 7.500e-03, eta: 2 days, 16:32:37, time: 0.961, data_time: 0.006, memory: 10398, top1_acc: 0.5635, top5_acc: 0.8177, loss_cls: 1.7972, loss: 1.7972, grad_norm: 5.9048 2020-10-11 08:02:18,913 - mmaction - INFO - Epoch [7][1220/5010] lr: 7.500e-03, eta: 2 days, 16:32:05, time: 0.981, data_time: 0.002, memory: 10398, top1_acc: 0.5271, top5_acc: 0.7688, loss_cls: 2.0082, loss: 2.0082, grad_norm: 6.0863 2020-10-11 08:02:38,805 - mmaction - INFO - Epoch [7][1240/5010] lr: 7.500e-03, eta: 2 days, 16:31:35, time: 0.994, data_time: 0.007, memory: 10398, top1_acc: 0.5531, top5_acc: 0.7802, loss_cls: 1.9050, loss: 1.9050, grad_norm: 5.9749 2020-10-11 08:02:59,204 - mmaction - INFO - Epoch [7][1260/5010] lr: 7.500e-03, eta: 2 days, 16:31:08, time: 1.020, data_time: 0.002, memory: 10398, top1_acc: 0.5719, top5_acc: 0.7823, loss_cls: 1.8246, loss: 1.8246, grad_norm: 6.2103 2020-10-11 08:03:19,638 - mmaction - INFO - Epoch [7][1280/5010] lr: 7.500e-03, eta: 2 days, 16:30:41, time: 1.022, data_time: 0.002, memory: 10398, top1_acc: 0.5531, top5_acc: 0.7896, loss_cls: 1.9097, loss: 1.9097, grad_norm: 5.7921 2020-10-11 08:03:38,666 - mmaction - INFO - Epoch [7][1300/5010] lr: 7.500e-03, eta: 2 days, 16:30:05, time: 0.951, data_time: 0.006, memory: 10398, top1_acc: 0.5302, top5_acc: 0.7854, loss_cls: 1.9269, loss: 1.9269, grad_norm: 5.9487 2020-10-11 08:03:58,162 - mmaction - INFO - Epoch [7][1320/5010] lr: 7.500e-03, eta: 2 days, 16:29:32, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.5438, top5_acc: 0.7854, loss_cls: 1.9021, loss: 1.9021, grad_norm: 6.0006 2020-10-11 08:04:17,256 - mmaction - INFO - Epoch [7][1340/5010] lr: 7.500e-03, eta: 2 days, 16:28:56, time: 0.955, data_time: 0.002, memory: 10398, top1_acc: 0.5344, top5_acc: 0.7594, loss_cls: 1.9890, loss: 1.9890, grad_norm: 5.9128 2020-10-11 08:04:36,490 - mmaction - INFO - Epoch [7][1360/5010] lr: 7.500e-03, eta: 2 days, 16:28:21, time: 0.960, data_time: 0.005, memory: 10398, top1_acc: 0.5365, top5_acc: 0.7937, loss_cls: 1.9215, loss: 1.9215, grad_norm: 6.1071 2020-10-11 08:04:55,839 - mmaction - INFO - Epoch [7][1380/5010] lr: 7.500e-03, eta: 2 days, 16:27:47, time: 0.969, data_time: 0.007, memory: 10398, top1_acc: 0.5333, top5_acc: 0.7604, loss_cls: 2.0326, loss: 2.0326, grad_norm: 6.2090 2020-10-11 08:05:16,006 - mmaction - INFO - Epoch [7][1400/5010] lr: 7.500e-03, eta: 2 days, 16:27:19, time: 1.008, data_time: 0.002, memory: 10398, top1_acc: 0.5375, top5_acc: 0.7885, loss_cls: 1.9063, loss: 1.9063, grad_norm: 5.8766 2020-10-11 08:05:35,201 - mmaction - INFO - Epoch [7][1420/5010] lr: 7.500e-03, eta: 2 days, 16:26:43, time: 0.956, data_time: 0.005, memory: 10398, top1_acc: 0.5344, top5_acc: 0.7958, loss_cls: 1.9372, loss: 1.9372, grad_norm: 5.9408 2020-10-11 08:05:54,925 - mmaction - INFO - Epoch [7][1440/5010] lr: 7.500e-03, eta: 2 days, 16:26:13, time: 0.990, data_time: 0.007, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8000, loss_cls: 1.8207, loss: 1.8207, grad_norm: 5.7862 2020-10-11 08:06:14,228 - mmaction - INFO - Epoch [7][1460/5010] lr: 7.500e-03, eta: 2 days, 16:25:38, time: 0.964, data_time: 0.006, memory: 10398, top1_acc: 0.5396, top5_acc: 0.7833, loss_cls: 1.9347, loss: 1.9347, grad_norm: 5.8028 2020-10-11 08:06:33,361 - mmaction - INFO - Epoch [7][1480/5010] lr: 7.500e-03, eta: 2 days, 16:25:03, time: 0.957, data_time: 0.003, memory: 10398, top1_acc: 0.5271, top5_acc: 0.7708, loss_cls: 1.9806, loss: 1.9806, grad_norm: 5.9963 2020-10-11 08:06:52,607 - mmaction - INFO - Epoch [7][1500/5010] lr: 7.500e-03, eta: 2 days, 16:24:28, time: 0.961, data_time: 0.007, memory: 10398, top1_acc: 0.5646, top5_acc: 0.7969, loss_cls: 1.8247, loss: 1.8247, grad_norm: 5.8890 2020-10-11 08:07:12,521 - mmaction - INFO - Epoch [7][1520/5010] lr: 7.500e-03, eta: 2 days, 16:23:58, time: 0.998, data_time: 0.007, memory: 10398, top1_acc: 0.5229, top5_acc: 0.7927, loss_cls: 1.9334, loss: 1.9334, grad_norm: 6.2315 2020-10-11 08:07:31,477 - mmaction - INFO - Epoch [7][1540/5010] lr: 7.500e-03, eta: 2 days, 16:23:22, time: 0.948, data_time: 0.005, memory: 10398, top1_acc: 0.5177, top5_acc: 0.7802, loss_cls: 1.9963, loss: 1.9963, grad_norm: 6.1291 2020-10-11 08:07:50,711 - mmaction - INFO - Epoch [7][1560/5010] lr: 7.500e-03, eta: 2 days, 16:22:47, time: 0.962, data_time: 0.002, memory: 10398, top1_acc: 0.5448, top5_acc: 0.7938, loss_cls: 1.9287, loss: 1.9287, grad_norm: 5.9359 2020-10-11 08:08:10,304 - mmaction - INFO - Epoch [7][1580/5010] lr: 7.500e-03, eta: 2 days, 16:22:15, time: 0.980, data_time: 0.005, memory: 10398, top1_acc: 0.5688, top5_acc: 0.8250, loss_cls: 1.7352, loss: 1.7352, grad_norm: 6.0469 2020-10-11 08:08:29,626 - mmaction - INFO - Epoch [7][1600/5010] lr: 7.500e-03, eta: 2 days, 16:21:41, time: 0.966, data_time: 0.002, memory: 10398, top1_acc: 0.5115, top5_acc: 0.7823, loss_cls: 1.9917, loss: 1.9917, grad_norm: 6.2152 2020-10-11 08:08:48,803 - mmaction - INFO - Epoch [7][1620/5010] lr: 7.500e-03, eta: 2 days, 16:21:06, time: 0.959, data_time: 0.002, memory: 10398, top1_acc: 0.5479, top5_acc: 0.7969, loss_cls: 1.8248, loss: 1.8248, grad_norm: 5.9231 2020-10-11 08:09:08,065 - mmaction - INFO - Epoch [7][1640/5010] lr: 7.500e-03, eta: 2 days, 16:20:31, time: 0.961, data_time: 0.006, memory: 10398, top1_acc: 0.5208, top5_acc: 0.7677, loss_cls: 2.0663, loss: 2.0663, grad_norm: 5.8844 2020-10-11 08:09:27,554 - mmaction - INFO - Epoch [7][1660/5010] lr: 7.500e-03, eta: 2 days, 16:19:59, time: 0.977, data_time: 0.007, memory: 10398, top1_acc: 0.5719, top5_acc: 0.7896, loss_cls: 1.8242, loss: 1.8242, grad_norm: 5.5315 2020-10-11 08:09:46,663 - mmaction - INFO - Epoch [7][1680/5010] lr: 7.500e-03, eta: 2 days, 16:19:23, time: 0.955, data_time: 0.002, memory: 10398, top1_acc: 0.5417, top5_acc: 0.7667, loss_cls: 1.9710, loss: 1.9710, grad_norm: 6.4074 2020-10-11 08:10:05,878 - mmaction - INFO - Epoch [7][1700/5010] lr: 7.500e-03, eta: 2 days, 16:18:49, time: 0.961, data_time: 0.006, memory: 10398, top1_acc: 0.5396, top5_acc: 0.7844, loss_cls: 1.8985, loss: 1.8985, grad_norm: 6.0632 2020-10-11 08:10:25,633 - mmaction - INFO - Epoch [7][1720/5010] lr: 7.500e-03, eta: 2 days, 16:18:18, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.5344, top5_acc: 0.7760, loss_cls: 1.9207, loss: 1.9207, grad_norm: 5.9971 2020-10-11 08:10:44,484 - mmaction - INFO - Epoch [7][1740/5010] lr: 7.500e-03, eta: 2 days, 16:17:41, time: 0.942, data_time: 0.002, memory: 10398, top1_acc: 0.5354, top5_acc: 0.7812, loss_cls: 1.9246, loss: 1.9246, grad_norm: 5.9477 2020-10-11 08:11:04,037 - mmaction - INFO - Epoch [7][1760/5010] lr: 7.500e-03, eta: 2 days, 16:17:08, time: 0.976, data_time: 0.005, memory: 10398, top1_acc: 0.5417, top5_acc: 0.7729, loss_cls: 1.9370, loss: 1.9370, grad_norm: 5.7921 2020-10-11 08:11:23,005 - mmaction - INFO - Epoch [7][1780/5010] lr: 7.500e-03, eta: 2 days, 16:16:32, time: 0.950, data_time: 0.007, memory: 10398, top1_acc: 0.5573, top5_acc: 0.7854, loss_cls: 1.9110, loss: 1.9110, grad_norm: 6.0022 2020-10-11 08:11:42,134 - mmaction - INFO - Epoch [7][1800/5010] lr: 7.500e-03, eta: 2 days, 16:15:57, time: 0.957, data_time: 0.002, memory: 10398, top1_acc: 0.5729, top5_acc: 0.7958, loss_cls: 1.7954, loss: 1.7954, grad_norm: 5.9165 2020-10-11 08:12:01,254 - mmaction - INFO - Epoch [7][1820/5010] lr: 7.500e-03, eta: 2 days, 16:15:22, time: 0.955, data_time: 0.004, memory: 10398, top1_acc: 0.5510, top5_acc: 0.7917, loss_cls: 1.8832, loss: 1.8832, grad_norm: 6.2012 2020-10-11 08:12:20,350 - mmaction - INFO - Epoch [7][1840/5010] lr: 7.500e-03, eta: 2 days, 16:14:47, time: 0.955, data_time: 0.002, memory: 10398, top1_acc: 0.5458, top5_acc: 0.7771, loss_cls: 1.9249, loss: 1.9249, grad_norm: 5.9953 2020-10-11 08:12:39,629 - mmaction - INFO - Epoch [7][1860/5010] lr: 7.500e-03, eta: 2 days, 16:14:13, time: 0.964, data_time: 0.002, memory: 10398, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.8914, loss: 1.8914, grad_norm: 5.7877 2020-10-11 08:12:59,012 - mmaction - INFO - Epoch [7][1880/5010] lr: 7.500e-03, eta: 2 days, 16:13:39, time: 0.969, data_time: 0.006, memory: 10398, top1_acc: 0.5625, top5_acc: 0.7948, loss_cls: 1.8318, loss: 1.8318, grad_norm: 5.9120 2020-10-11 08:13:18,095 - mmaction - INFO - Epoch [7][1900/5010] lr: 7.500e-03, eta: 2 days, 16:13:04, time: 0.954, data_time: 0.002, memory: 10398, top1_acc: 0.5302, top5_acc: 0.7948, loss_cls: 1.9152, loss: 1.9152, grad_norm: 6.0305 2020-10-11 08:13:37,494 - mmaction - INFO - Epoch [7][1920/5010] lr: 7.500e-03, eta: 2 days, 16:12:31, time: 0.970, data_time: 0.006, memory: 10398, top1_acc: 0.5167, top5_acc: 0.7740, loss_cls: 1.9619, loss: 1.9619, grad_norm: 6.1396 2020-10-11 08:13:57,231 - mmaction - INFO - Epoch [7][1940/5010] lr: 7.500e-03, eta: 2 days, 16:12:00, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.5271, top5_acc: 0.7854, loss_cls: 1.9164, loss: 1.9164, grad_norm: 5.9942 2020-10-11 08:14:16,422 - mmaction - INFO - Epoch [7][1960/5010] lr: 7.500e-03, eta: 2 days, 16:11:25, time: 0.960, data_time: 0.002, memory: 10398, top1_acc: 0.5240, top5_acc: 0.7844, loss_cls: 2.0003, loss: 2.0003, grad_norm: 5.9866 2020-10-11 08:14:35,928 - mmaction - INFO - Epoch [7][1980/5010] lr: 7.500e-03, eta: 2 days, 16:10:53, time: 0.975, data_time: 0.004, memory: 10398, top1_acc: 0.5635, top5_acc: 0.7896, loss_cls: 1.8980, loss: 1.8980, grad_norm: 6.1286 2020-10-11 08:14:55,363 - mmaction - INFO - Epoch [7][2000/5010] lr: 7.500e-03, eta: 2 days, 16:10:20, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.5417, top5_acc: 0.7823, loss_cls: 1.9621, loss: 1.9621, grad_norm: 6.1228 2020-10-11 08:15:14,757 - mmaction - INFO - Epoch [7][2020/5010] lr: 7.500e-03, eta: 2 days, 16:09:47, time: 0.970, data_time: 0.002, memory: 10398, top1_acc: 0.5229, top5_acc: 0.7823, loss_cls: 1.9949, loss: 1.9949, grad_norm: 6.1927 2020-10-11 08:15:33,657 - mmaction - INFO - Epoch [7][2040/5010] lr: 7.500e-03, eta: 2 days, 16:09:10, time: 0.943, data_time: 0.004, memory: 10398, top1_acc: 0.5552, top5_acc: 0.7792, loss_cls: 1.9309, loss: 1.9309, grad_norm: 6.0262 2020-10-11 08:15:52,696 - mmaction - INFO - Epoch [7][2060/5010] lr: 7.500e-03, eta: 2 days, 16:08:35, time: 0.953, data_time: 0.007, memory: 10398, top1_acc: 0.5240, top5_acc: 0.7927, loss_cls: 1.9057, loss: 1.9057, grad_norm: 6.1081 2020-10-11 08:16:12,255 - mmaction - INFO - Epoch [7][2080/5010] lr: 7.500e-03, eta: 2 days, 16:08:03, time: 0.979, data_time: 0.003, memory: 10398, top1_acc: 0.5313, top5_acc: 0.7729, loss_cls: 2.0174, loss: 2.0174, grad_norm: 6.1356 2020-10-11 08:16:31,358 - mmaction - INFO - Epoch [7][2100/5010] lr: 7.500e-03, eta: 2 days, 16:07:28, time: 0.955, data_time: 0.002, memory: 10398, top1_acc: 0.5177, top5_acc: 0.7667, loss_cls: 1.9964, loss: 1.9964, grad_norm: 5.9147 2020-10-11 08:16:51,083 - mmaction - INFO - Epoch [7][2120/5010] lr: 7.500e-03, eta: 2 days, 16:06:57, time: 0.983, data_time: 0.006, memory: 10398, top1_acc: 0.5365, top5_acc: 0.7854, loss_cls: 1.9556, loss: 1.9556, grad_norm: 5.7576 2020-10-11 08:17:10,289 - mmaction - INFO - Epoch [7][2140/5010] lr: 7.500e-03, eta: 2 days, 16:06:23, time: 0.964, data_time: 0.008, memory: 10398, top1_acc: 0.5219, top5_acc: 0.7802, loss_cls: 1.9762, loss: 1.9762, grad_norm: 6.3033 2020-10-11 08:17:29,581 - mmaction - INFO - Epoch [7][2160/5010] lr: 7.500e-03, eta: 2 days, 16:05:49, time: 0.963, data_time: 0.006, memory: 10398, top1_acc: 0.5750, top5_acc: 0.8021, loss_cls: 1.8448, loss: 1.8448, grad_norm: 5.7378 2020-10-11 08:17:48,872 - mmaction - INFO - Epoch [7][2180/5010] lr: 7.500e-03, eta: 2 days, 16:05:16, time: 0.966, data_time: 0.003, memory: 10398, top1_acc: 0.5740, top5_acc: 0.7979, loss_cls: 1.7968, loss: 1.7968, grad_norm: 5.9390 2020-10-11 08:18:08,605 - mmaction - INFO - Epoch [7][2200/5010] lr: 7.500e-03, eta: 2 days, 16:04:44, time: 0.983, data_time: 0.004, memory: 10398, top1_acc: 0.5104, top5_acc: 0.7771, loss_cls: 1.9996, loss: 1.9996, grad_norm: 6.0972 2020-10-11 08:18:27,978 - mmaction - INFO - Epoch [7][2220/5010] lr: 7.500e-03, eta: 2 days, 16:04:11, time: 0.969, data_time: 0.007, memory: 10398, top1_acc: 0.5063, top5_acc: 0.7802, loss_cls: 1.9874, loss: 1.9874, grad_norm: 6.1729 2020-10-11 08:18:47,264 - mmaction - INFO - Epoch [7][2240/5010] lr: 7.500e-03, eta: 2 days, 16:03:38, time: 0.968, data_time: 0.006, memory: 10398, top1_acc: 0.5521, top5_acc: 0.7990, loss_cls: 1.9375, loss: 1.9375, grad_norm: 5.8073 2020-10-11 08:19:07,268 - mmaction - INFO - Epoch [7][2260/5010] lr: 7.500e-03, eta: 2 days, 16:03:09, time: 1.000, data_time: 0.005, memory: 10398, top1_acc: 0.5312, top5_acc: 0.7854, loss_cls: 1.9786, loss: 1.9786, grad_norm: 5.9028 2020-10-11 08:19:26,989 - mmaction - INFO - Epoch [7][2280/5010] lr: 7.500e-03, eta: 2 days, 16:02:39, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.5292, top5_acc: 0.7792, loss_cls: 1.9476, loss: 1.9476, grad_norm: 6.1196 2020-10-11 08:19:47,032 - mmaction - INFO - Epoch [7][2300/5010] lr: 7.500e-03, eta: 2 days, 16:02:10, time: 1.002, data_time: 0.002, memory: 10398, top1_acc: 0.5500, top5_acc: 0.7844, loss_cls: 1.9091, loss: 1.9091, grad_norm: 5.9483 2020-10-11 08:20:06,684 - mmaction - INFO - Epoch [7][2320/5010] lr: 7.500e-03, eta: 2 days, 16:01:39, time: 0.978, data_time: 0.006, memory: 10398, top1_acc: 0.5656, top5_acc: 0.7740, loss_cls: 1.8980, loss: 1.8980, grad_norm: 5.8267 2020-10-11 08:20:26,290 - mmaction - INFO - Epoch [7][2340/5010] lr: 7.500e-03, eta: 2 days, 16:01:08, time: 0.985, data_time: 0.007, memory: 10398, top1_acc: 0.5427, top5_acc: 0.7927, loss_cls: 1.8838, loss: 1.8838, grad_norm: 6.0056 2020-10-11 08:20:45,333 - mmaction - INFO - Epoch [7][2360/5010] lr: 7.500e-03, eta: 2 days, 16:00:32, time: 0.951, data_time: 0.002, memory: 10398, top1_acc: 0.5427, top5_acc: 0.7833, loss_cls: 1.8945, loss: 1.8945, grad_norm: 5.8014 2020-10-11 08:21:05,523 - mmaction - INFO - Epoch [7][2380/5010] lr: 7.500e-03, eta: 2 days, 16:00:05, time: 1.010, data_time: 0.006, memory: 10398, top1_acc: 0.5240, top5_acc: 0.7719, loss_cls: 1.9876, loss: 1.9876, grad_norm: 6.0352 2020-10-11 08:21:24,260 - mmaction - INFO - Epoch [7][2400/5010] lr: 7.500e-03, eta: 2 days, 15:59:28, time: 0.937, data_time: 0.002, memory: 10398, top1_acc: 0.5448, top5_acc: 0.7885, loss_cls: 1.9132, loss: 1.9132, grad_norm: 6.0583 2020-10-11 08:21:43,849 - mmaction - INFO - Epoch [7][2420/5010] lr: 7.500e-03, eta: 2 days, 15:58:56, time: 0.979, data_time: 0.002, memory: 10398, top1_acc: 0.5792, top5_acc: 0.7937, loss_cls: 1.8364, loss: 1.8364, grad_norm: 5.8671 2020-10-11 08:22:03,624 - mmaction - INFO - Epoch [7][2440/5010] lr: 7.500e-03, eta: 2 days, 15:58:26, time: 0.989, data_time: 0.006, memory: 10398, top1_acc: 0.5583, top5_acc: 0.7948, loss_cls: 1.8696, loss: 1.8696, grad_norm: 6.1554 2020-10-11 08:22:23,465 - mmaction - INFO - Epoch [7][2460/5010] lr: 7.500e-03, eta: 2 days, 15:57:56, time: 0.992, data_time: 0.002, memory: 10398, top1_acc: 0.5510, top5_acc: 0.7969, loss_cls: 1.8560, loss: 1.8560, grad_norm: 6.0865 2020-10-11 08:22:43,165 - mmaction - INFO - Epoch [7][2480/5010] lr: 7.500e-03, eta: 2 days, 15:57:26, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.5542, top5_acc: 0.7896, loss_cls: 1.8783, loss: 1.8783, grad_norm: 6.0435 2020-10-11 08:23:03,071 - mmaction - INFO - Epoch [7][2500/5010] lr: 7.500e-03, eta: 2 days, 15:56:56, time: 0.995, data_time: 0.006, memory: 10398, top1_acc: 0.5323, top5_acc: 0.7885, loss_cls: 1.9357, loss: 1.9357, grad_norm: 6.1869 2020-10-11 08:23:22,242 - mmaction - INFO - Epoch [7][2520/5010] lr: 7.500e-03, eta: 2 days, 15:56:22, time: 0.959, data_time: 0.002, memory: 10398, top1_acc: 0.5167, top5_acc: 0.7885, loss_cls: 1.9999, loss: 1.9999, grad_norm: 6.1323 2020-10-11 08:23:41,135 - mmaction - INFO - Epoch [7][2540/5010] lr: 7.500e-03, eta: 2 days, 15:55:46, time: 0.945, data_time: 0.002, memory: 10398, top1_acc: 0.5156, top5_acc: 0.7833, loss_cls: 1.9946, loss: 1.9946, grad_norm: 5.8409 2020-10-11 08:24:00,878 - mmaction - INFO - Epoch [7][2560/5010] lr: 7.500e-03, eta: 2 days, 15:55:16, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.5635, top5_acc: 0.7844, loss_cls: 1.8924, loss: 1.8924, grad_norm: 5.7776 2020-10-11 08:24:20,787 - mmaction - INFO - Epoch [7][2580/5010] lr: 7.500e-03, eta: 2 days, 15:54:47, time: 0.995, data_time: 0.002, memory: 10398, top1_acc: 0.5490, top5_acc: 0.7729, loss_cls: 1.9113, loss: 1.9113, grad_norm: 5.8618 2020-10-11 08:24:40,000 - mmaction - INFO - Epoch [7][2600/5010] lr: 7.500e-03, eta: 2 days, 15:54:12, time: 0.956, data_time: 0.005, memory: 10398, top1_acc: 0.5615, top5_acc: 0.7729, loss_cls: 1.8682, loss: 1.8682, grad_norm: 5.8908 2020-10-11 08:24:59,400 - mmaction - INFO - Epoch [7][2620/5010] lr: 7.500e-03, eta: 2 days, 15:53:40, time: 0.974, data_time: 0.007, memory: 10398, top1_acc: 0.5302, top5_acc: 0.7760, loss_cls: 1.9390, loss: 1.9390, grad_norm: 6.0935 2020-10-11 08:25:18,971 - mmaction - INFO - Epoch [7][2640/5010] lr: 7.500e-03, eta: 2 days, 15:53:09, time: 0.979, data_time: 0.003, memory: 10398, top1_acc: 0.5427, top5_acc: 0.8094, loss_cls: 1.8540, loss: 1.8540, grad_norm: 5.8918 2020-10-11 08:25:38,357 - mmaction - INFO - Epoch [7][2660/5010] lr: 7.500e-03, eta: 2 days, 15:52:36, time: 0.969, data_time: 0.006, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8063, loss_cls: 1.8133, loss: 1.8133, grad_norm: 5.9827 2020-10-11 08:25:57,483 - mmaction - INFO - Epoch [7][2680/5010] lr: 7.500e-03, eta: 2 days, 15:52:01, time: 0.955, data_time: 0.002, memory: 10398, top1_acc: 0.5427, top5_acc: 0.7937, loss_cls: 1.8875, loss: 1.8875, grad_norm: 5.8617 2020-10-11 08:26:16,748 - mmaction - INFO - Epoch [7][2700/5010] lr: 7.500e-03, eta: 2 days, 15:51:28, time: 0.964, data_time: 0.004, memory: 10398, top1_acc: 0.5094, top5_acc: 0.7698, loss_cls: 2.0121, loss: 2.0121, grad_norm: 6.0282 2020-10-11 08:26:36,253 - mmaction - INFO - Epoch [7][2720/5010] lr: 7.500e-03, eta: 2 days, 15:50:56, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.5354, top5_acc: 0.7885, loss_cls: 1.9319, loss: 1.9319, grad_norm: 5.8751 2020-10-11 08:26:56,157 - mmaction - INFO - Epoch [7][2740/5010] lr: 7.500e-03, eta: 2 days, 15:50:27, time: 0.995, data_time: 0.005, memory: 10398, top1_acc: 0.5583, top5_acc: 0.7927, loss_cls: 1.8505, loss: 1.8505, grad_norm: 5.7088 2020-10-11 08:27:15,186 - mmaction - INFO - Epoch [7][2760/5010] lr: 7.500e-03, eta: 2 days, 15:49:52, time: 0.951, data_time: 0.002, memory: 10398, top1_acc: 0.5396, top5_acc: 0.7927, loss_cls: 1.9010, loss: 1.9010, grad_norm: 6.1360 2020-10-11 08:27:35,230 - mmaction - INFO - Epoch [7][2780/5010] lr: 7.500e-03, eta: 2 days, 15:49:24, time: 1.001, data_time: 0.006, memory: 10398, top1_acc: 0.5354, top5_acc: 0.7875, loss_cls: 1.9492, loss: 1.9492, grad_norm: 6.1222 2020-10-11 08:27:54,241 - mmaction - INFO - Epoch [7][2800/5010] lr: 7.500e-03, eta: 2 days, 15:48:49, time: 0.951, data_time: 0.003, memory: 10398, top1_acc: 0.5510, top5_acc: 0.7823, loss_cls: 1.9249, loss: 1.9249, grad_norm: 6.0494 2020-10-11 08:28:14,238 - mmaction - INFO - Epoch [7][2820/5010] lr: 7.500e-03, eta: 2 days, 15:48:20, time: 0.999, data_time: 0.002, memory: 10398, top1_acc: 0.5167, top5_acc: 0.7677, loss_cls: 1.9991, loss: 1.9991, grad_norm: 5.9924 2020-10-11 08:28:34,033 - mmaction - INFO - Epoch [7][2840/5010] lr: 7.500e-03, eta: 2 days, 15:47:51, time: 0.991, data_time: 0.008, memory: 10398, top1_acc: 0.5667, top5_acc: 0.7979, loss_cls: 1.8535, loss: 1.8535, grad_norm: 6.0395 2020-10-11 08:28:54,148 - mmaction - INFO - Epoch [7][2860/5010] lr: 7.500e-03, eta: 2 days, 15:47:23, time: 1.003, data_time: 0.005, memory: 10398, top1_acc: 0.5823, top5_acc: 0.7979, loss_cls: 1.7945, loss: 1.7945, grad_norm: 6.0662 2020-10-11 08:29:14,155 - mmaction - INFO - Epoch [7][2880/5010] lr: 7.500e-03, eta: 2 days, 15:46:55, time: 1.003, data_time: 0.008, memory: 10398, top1_acc: 0.5427, top5_acc: 0.7833, loss_cls: 1.8786, loss: 1.8786, grad_norm: 6.1147 2020-10-11 08:29:34,026 - mmaction - INFO - Epoch [7][2900/5010] lr: 7.500e-03, eta: 2 days, 15:46:25, time: 0.994, data_time: 0.005, memory: 10398, top1_acc: 0.5083, top5_acc: 0.7688, loss_cls: 2.0961, loss: 2.0961, grad_norm: 6.0639 2020-10-11 08:29:53,278 - mmaction - INFO - Epoch [7][2920/5010] lr: 7.500e-03, eta: 2 days, 15:45:52, time: 0.963, data_time: 0.002, memory: 10398, top1_acc: 0.5583, top5_acc: 0.8073, loss_cls: 1.8157, loss: 1.8157, grad_norm: 5.9910 2020-10-11 08:30:12,459 - mmaction - INFO - Epoch [7][2940/5010] lr: 7.500e-03, eta: 2 days, 15:45:18, time: 0.959, data_time: 0.005, memory: 10398, top1_acc: 0.5500, top5_acc: 0.7896, loss_cls: 1.8768, loss: 1.8768, grad_norm: 6.3387 2020-10-11 08:30:32,161 - mmaction - INFO - Epoch [7][2960/5010] lr: 7.500e-03, eta: 2 days, 15:44:48, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.5625, top5_acc: 0.7865, loss_cls: 1.8714, loss: 1.8714, grad_norm: 5.9363 2020-10-11 08:30:52,553 - mmaction - INFO - Epoch [7][2980/5010] lr: 7.500e-03, eta: 2 days, 15:44:22, time: 1.020, data_time: 0.006, memory: 10398, top1_acc: 0.5229, top5_acc: 0.7583, loss_cls: 2.0360, loss: 2.0360, grad_norm: 6.2036 2020-10-11 08:31:13,162 - mmaction - INFO - Epoch [7][3000/5010] lr: 7.500e-03, eta: 2 days, 15:43:58, time: 1.030, data_time: 0.002, memory: 10398, top1_acc: 0.5615, top5_acc: 0.7948, loss_cls: 1.8581, loss: 1.8581, grad_norm: 6.0815 2020-10-11 08:31:32,883 - mmaction - INFO - Epoch [7][3020/5010] lr: 7.500e-03, eta: 2 days, 15:43:27, time: 0.984, data_time: 0.007, memory: 10398, top1_acc: 0.5552, top5_acc: 0.7958, loss_cls: 1.8892, loss: 1.8892, grad_norm: 5.9687 2020-10-11 08:31:51,953 - mmaction - INFO - Epoch [7][3040/5010] lr: 7.500e-03, eta: 2 days, 15:42:53, time: 0.956, data_time: 0.004, memory: 10398, top1_acc: 0.5219, top5_acc: 0.7823, loss_cls: 1.9518, loss: 1.9518, grad_norm: 6.0904 2020-10-11 08:32:11,998 - mmaction - INFO - Epoch [7][3060/5010] lr: 7.500e-03, eta: 2 days, 15:42:25, time: 1.002, data_time: 0.006, memory: 10398, top1_acc: 0.5271, top5_acc: 0.7854, loss_cls: 1.9474, loss: 1.9474, grad_norm: 6.2165 2020-10-11 08:32:33,022 - mmaction - INFO - Epoch [7][3080/5010] lr: 7.500e-03, eta: 2 days, 15:42:03, time: 1.048, data_time: 0.003, memory: 10398, top1_acc: 0.5667, top5_acc: 0.7917, loss_cls: 1.8485, loss: 1.8485, grad_norm: 5.8570 2020-10-11 08:32:51,772 - mmaction - INFO - Epoch [7][3100/5010] lr: 7.500e-03, eta: 2 days, 15:41:27, time: 0.940, data_time: 0.006, memory: 10398, top1_acc: 0.5365, top5_acc: 0.7854, loss_cls: 1.9119, loss: 1.9119, grad_norm: 6.0369 2020-10-11 08:33:11,728 - mmaction - INFO - Epoch [7][3120/5010] lr: 7.500e-03, eta: 2 days, 15:40:58, time: 0.998, data_time: 0.006, memory: 10398, top1_acc: 0.5583, top5_acc: 0.7792, loss_cls: 1.9208, loss: 1.9208, grad_norm: 5.9898 2020-10-11 08:33:31,219 - mmaction - INFO - Epoch [7][3140/5010] lr: 7.500e-03, eta: 2 days, 15:40:27, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.5385, top5_acc: 0.7865, loss_cls: 1.9481, loss: 1.9481, grad_norm: 6.3985 2020-10-11 08:33:50,596 - mmaction - INFO - Epoch [7][3160/5010] lr: 7.500e-03, eta: 2 days, 15:39:54, time: 0.965, data_time: 0.006, memory: 10398, top1_acc: 0.5229, top5_acc: 0.7594, loss_cls: 2.0049, loss: 2.0049, grad_norm: 5.9416 2020-10-11 08:34:10,621 - mmaction - INFO - Epoch [7][3180/5010] lr: 7.500e-03, eta: 2 days, 15:39:26, time: 1.005, data_time: 0.007, memory: 10398, top1_acc: 0.5208, top5_acc: 0.7865, loss_cls: 1.9352, loss: 1.9352, grad_norm: 6.1558 2020-10-11 08:34:30,216 - mmaction - INFO - Epoch [7][3200/5010] lr: 7.500e-03, eta: 2 days, 15:38:55, time: 0.979, data_time: 0.005, memory: 10398, top1_acc: 0.5396, top5_acc: 0.7969, loss_cls: 1.9029, loss: 1.9029, grad_norm: 6.0085 2020-10-11 08:34:50,122 - mmaction - INFO - Epoch [7][3220/5010] lr: 7.500e-03, eta: 2 days, 15:38:26, time: 0.996, data_time: 0.003, memory: 10398, top1_acc: 0.5292, top5_acc: 0.7938, loss_cls: 1.9008, loss: 1.9008, grad_norm: 5.9621 2020-10-11 08:35:09,843 - mmaction - INFO - Epoch [7][3240/5010] lr: 7.500e-03, eta: 2 days, 15:37:56, time: 0.981, data_time: 0.006, memory: 10398, top1_acc: 0.5396, top5_acc: 0.7865, loss_cls: 1.9397, loss: 1.9397, grad_norm: 5.9270 2020-10-11 08:35:30,455 - mmaction - INFO - Epoch [7][3260/5010] lr: 7.500e-03, eta: 2 days, 15:37:32, time: 1.036, data_time: 0.007, memory: 10398, top1_acc: 0.5344, top5_acc: 0.7760, loss_cls: 1.9347, loss: 1.9347, grad_norm: 5.7440 2020-10-11 08:35:50,781 - mmaction - INFO - Epoch [7][3280/5010] lr: 7.500e-03, eta: 2 days, 15:37:06, time: 1.016, data_time: 0.003, memory: 10398, top1_acc: 0.5469, top5_acc: 0.7885, loss_cls: 1.9079, loss: 1.9079, grad_norm: 5.9387 2020-10-11 08:36:09,614 - mmaction - INFO - Epoch [7][3300/5010] lr: 7.500e-03, eta: 2 days, 15:36:30, time: 0.942, data_time: 0.005, memory: 10398, top1_acc: 0.5490, top5_acc: 0.7802, loss_cls: 1.9358, loss: 1.9358, grad_norm: 5.9065 2020-10-11 08:36:30,328 - mmaction - INFO - Epoch [7][3320/5010] lr: 7.500e-03, eta: 2 days, 15:36:07, time: 1.035, data_time: 0.002, memory: 10398, top1_acc: 0.5365, top5_acc: 0.7833, loss_cls: 1.9862, loss: 1.9862, grad_norm: 5.9932 2020-10-11 08:36:50,200 - mmaction - INFO - Epoch [7][3340/5010] lr: 7.500e-03, eta: 2 days, 15:35:38, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.5333, top5_acc: 0.7990, loss_cls: 1.9095, loss: 1.9095, grad_norm: 5.7769 2020-10-11 08:37:09,897 - mmaction - INFO - Epoch [7][3360/5010] lr: 7.500e-03, eta: 2 days, 15:35:07, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.5552, top5_acc: 0.7948, loss_cls: 1.8920, loss: 1.8920, grad_norm: 5.9555 2020-10-11 08:37:30,091 - mmaction - INFO - Epoch [7][3380/5010] lr: 7.500e-03, eta: 2 days, 15:34:41, time: 1.012, data_time: 0.007, memory: 10398, top1_acc: 0.5521, top5_acc: 0.7854, loss_cls: 1.8948, loss: 1.8948, grad_norm: 6.0323 2020-10-11 08:37:49,464 - mmaction - INFO - Epoch [7][3400/5010] lr: 7.500e-03, eta: 2 days, 15:34:08, time: 0.968, data_time: 0.002, memory: 10398, top1_acc: 0.5479, top5_acc: 0.7771, loss_cls: 1.9043, loss: 1.9043, grad_norm: 5.8386 2020-10-11 08:38:09,480 - mmaction - INFO - Epoch [7][3420/5010] lr: 7.500e-03, eta: 2 days, 15:33:40, time: 1.001, data_time: 0.004, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8031, loss_cls: 1.7731, loss: 1.7731, grad_norm: 5.7973 2020-10-11 08:38:28,608 - mmaction - INFO - Epoch [7][3440/5010] lr: 7.500e-03, eta: 2 days, 15:33:07, time: 0.956, data_time: 0.002, memory: 10398, top1_acc: 0.5250, top5_acc: 0.7896, loss_cls: 1.9352, loss: 1.9352, grad_norm: 5.8761 2020-10-11 08:38:48,885 - mmaction - INFO - Epoch [7][3460/5010] lr: 7.500e-03, eta: 2 days, 15:32:40, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.5823, top5_acc: 0.7979, loss_cls: 1.7976, loss: 1.7976, grad_norm: 5.5905 2020-10-11 08:39:08,444 - mmaction - INFO - Epoch [7][3480/5010] lr: 7.500e-03, eta: 2 days, 15:32:09, time: 0.975, data_time: 0.007, memory: 10398, top1_acc: 0.5313, top5_acc: 0.7917, loss_cls: 1.9157, loss: 1.9157, grad_norm: 6.1836 2020-10-11 08:39:27,961 - mmaction - INFO - Epoch [7][3500/5010] lr: 7.500e-03, eta: 2 days, 15:31:38, time: 0.980, data_time: 0.007, memory: 10398, top1_acc: 0.5438, top5_acc: 0.7885, loss_cls: 1.8999, loss: 1.8999, grad_norm: 6.0324 2020-10-11 08:39:48,793 - mmaction - INFO - Epoch [7][3520/5010] lr: 7.500e-03, eta: 2 days, 15:31:15, time: 1.041, data_time: 0.002, memory: 10398, top1_acc: 0.5302, top5_acc: 0.7812, loss_cls: 1.9649, loss: 1.9649, grad_norm: 6.1176 2020-10-11 08:40:08,892 - mmaction - INFO - Epoch [7][3540/5010] lr: 7.500e-03, eta: 2 days, 15:30:48, time: 1.005, data_time: 0.006, memory: 10398, top1_acc: 0.5250, top5_acc: 0.7781, loss_cls: 1.9676, loss: 1.9676, grad_norm: 5.9636 2020-10-11 08:40:28,292 - mmaction - INFO - Epoch [7][3560/5010] lr: 7.500e-03, eta: 2 days, 15:30:16, time: 0.970, data_time: 0.002, memory: 10398, top1_acc: 0.5438, top5_acc: 0.7854, loss_cls: 1.9020, loss: 1.9020, grad_norm: 6.0489 2020-10-11 08:40:48,932 - mmaction - INFO - Epoch [7][3580/5010] lr: 7.500e-03, eta: 2 days, 15:29:52, time: 1.032, data_time: 0.002, memory: 10398, top1_acc: 0.5156, top5_acc: 0.7604, loss_cls: 2.0139, loss: 2.0139, grad_norm: 5.9780 2020-10-11 08:41:08,847 - mmaction - INFO - Epoch [7][3600/5010] lr: 7.500e-03, eta: 2 days, 15:29:23, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.5521, top5_acc: 0.8031, loss_cls: 1.9099, loss: 1.9099, grad_norm: 6.1740 2020-10-11 08:41:29,659 - mmaction - INFO - Epoch [7][3620/5010] lr: 7.500e-03, eta: 2 days, 15:29:01, time: 1.042, data_time: 0.006, memory: 10398, top1_acc: 0.5271, top5_acc: 0.7885, loss_cls: 1.9056, loss: 1.9056, grad_norm: 6.0649 2020-10-11 08:41:49,059 - mmaction - INFO - Epoch [7][3640/5010] lr: 7.500e-03, eta: 2 days, 15:28:29, time: 0.970, data_time: 0.002, memory: 10398, top1_acc: 0.5760, top5_acc: 0.7990, loss_cls: 1.8029, loss: 1.8029, grad_norm: 6.0455 2020-10-11 08:42:08,183 - mmaction - INFO - Epoch [7][3660/5010] lr: 7.500e-03, eta: 2 days, 15:27:55, time: 0.956, data_time: 0.004, memory: 10398, top1_acc: 0.5583, top5_acc: 0.8000, loss_cls: 1.8343, loss: 1.8343, grad_norm: 5.8979 2020-10-11 08:42:28,327 - mmaction - INFO - Epoch [7][3680/5010] lr: 7.500e-03, eta: 2 days, 15:27:28, time: 1.007, data_time: 0.002, memory: 10398, top1_acc: 0.5792, top5_acc: 0.7979, loss_cls: 1.8027, loss: 1.8027, grad_norm: 5.9672 2020-10-11 08:42:47,563 - mmaction - INFO - Epoch [7][3700/5010] lr: 7.500e-03, eta: 2 days, 15:26:55, time: 0.963, data_time: 0.002, memory: 10398, top1_acc: 0.5021, top5_acc: 0.7667, loss_cls: 2.0395, loss: 2.0395, grad_norm: 6.1396 2020-10-11 08:43:07,828 - mmaction - INFO - Epoch [7][3720/5010] lr: 7.500e-03, eta: 2 days, 15:26:29, time: 1.013, data_time: 0.006, memory: 10398, top1_acc: 0.5583, top5_acc: 0.8042, loss_cls: 1.8170, loss: 1.8170, grad_norm: 5.8747 2020-10-11 08:43:27,638 - mmaction - INFO - Epoch [7][3740/5010] lr: 7.500e-03, eta: 2 days, 15:26:00, time: 0.991, data_time: 0.002, memory: 10398, top1_acc: 0.5229, top5_acc: 0.7750, loss_cls: 1.9579, loss: 1.9579, grad_norm: 6.0313 2020-10-11 08:43:47,503 - mmaction - INFO - Epoch [7][3760/5010] lr: 7.500e-03, eta: 2 days, 15:25:30, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.5427, top5_acc: 0.7750, loss_cls: 1.9611, loss: 1.9611, grad_norm: 5.9352 2020-10-11 08:44:07,243 - mmaction - INFO - Epoch [7][3780/5010] lr: 7.500e-03, eta: 2 days, 15:25:01, time: 0.993, data_time: 0.009, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8052, loss_cls: 1.8114, loss: 1.8114, grad_norm: 5.9752 2020-10-11 08:44:26,860 - mmaction - INFO - Epoch [7][3800/5010] lr: 7.500e-03, eta: 2 days, 15:24:31, time: 0.981, data_time: 0.006, memory: 10398, top1_acc: 0.5531, top5_acc: 0.7875, loss_cls: 1.9207, loss: 1.9207, grad_norm: 5.8786 2020-10-11 08:44:47,018 - mmaction - INFO - Epoch [7][3820/5010] lr: 7.500e-03, eta: 2 days, 15:24:04, time: 1.008, data_time: 0.002, memory: 10398, top1_acc: 0.5562, top5_acc: 0.7844, loss_cls: 1.8851, loss: 1.8851, grad_norm: 5.8126 2020-10-11 08:45:06,524 - mmaction - INFO - Epoch [7][3840/5010] lr: 7.500e-03, eta: 2 days, 15:23:33, time: 0.975, data_time: 0.006, memory: 10398, top1_acc: 0.5125, top5_acc: 0.7927, loss_cls: 1.9308, loss: 1.9308, grad_norm: 6.1708 2020-10-11 08:45:26,437 - mmaction - INFO - Epoch [7][3860/5010] lr: 7.500e-03, eta: 2 days, 15:23:04, time: 0.996, data_time: 0.002, memory: 10398, top1_acc: 0.5208, top5_acc: 0.7563, loss_cls: 2.0516, loss: 2.0516, grad_norm: 5.9333 2020-10-11 08:45:46,329 - mmaction - INFO - Epoch [7][3880/5010] lr: 7.500e-03, eta: 2 days, 15:22:36, time: 0.995, data_time: 0.002, memory: 10398, top1_acc: 0.5417, top5_acc: 0.7667, loss_cls: 1.9402, loss: 1.9402, grad_norm: 5.9199 2020-10-11 08:46:05,387 - mmaction - INFO - Epoch [7][3900/5010] lr: 7.500e-03, eta: 2 days, 15:22:02, time: 0.953, data_time: 0.006, memory: 10398, top1_acc: 0.5417, top5_acc: 0.7729, loss_cls: 1.9545, loss: 1.9545, grad_norm: 6.2029 2020-10-11 08:46:25,078 - mmaction - INFO - Epoch [7][3920/5010] lr: 7.500e-03, eta: 2 days, 15:21:32, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.5479, top5_acc: 0.7854, loss_cls: 1.8804, loss: 1.8804, grad_norm: 5.9180 2020-10-11 08:46:44,636 - mmaction - INFO - Epoch [7][3940/5010] lr: 7.500e-03, eta: 2 days, 15:21:01, time: 0.978, data_time: 0.002, memory: 10398, top1_acc: 0.5250, top5_acc: 0.7833, loss_cls: 1.9398, loss: 1.9398, grad_norm: 5.8684 2020-10-11 08:47:04,392 - mmaction - INFO - Epoch [7][3960/5010] lr: 7.500e-03, eta: 2 days, 15:20:32, time: 0.988, data_time: 0.006, memory: 10398, top1_acc: 0.5302, top5_acc: 0.7823, loss_cls: 1.9331, loss: 1.9331, grad_norm: 5.9212 2020-10-11 08:47:23,737 - mmaction - INFO - Epoch [7][3980/5010] lr: 7.500e-03, eta: 2 days, 15:20:00, time: 0.967, data_time: 0.002, memory: 10398, top1_acc: 0.5260, top5_acc: 0.7740, loss_cls: 1.9847, loss: 1.9847, grad_norm: 6.1400 2020-10-11 08:47:43,940 - mmaction - INFO - Epoch [7][4000/5010] lr: 7.500e-03, eta: 2 days, 15:19:33, time: 1.009, data_time: 0.002, memory: 10398, top1_acc: 0.5552, top5_acc: 0.7740, loss_cls: 1.8872, loss: 1.8872, grad_norm: 5.6708 2020-10-11 08:48:03,239 - mmaction - INFO - Epoch [7][4020/5010] lr: 7.500e-03, eta: 2 days, 15:19:01, time: 0.966, data_time: 0.007, memory: 10398, top1_acc: 0.5313, top5_acc: 0.7917, loss_cls: 1.9666, loss: 1.9666, grad_norm: 6.2056 2020-10-11 08:48:22,418 - mmaction - INFO - Epoch [7][4040/5010] lr: 7.500e-03, eta: 2 days, 15:18:28, time: 0.959, data_time: 0.002, memory: 10398, top1_acc: 0.5448, top5_acc: 0.7885, loss_cls: 1.8764, loss: 1.8764, grad_norm: 5.9119 2020-10-11 08:48:42,126 - mmaction - INFO - Epoch [7][4060/5010] lr: 7.500e-03, eta: 2 days, 15:17:58, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.5490, top5_acc: 0.7906, loss_cls: 1.8661, loss: 1.8661, grad_norm: 5.8725 2020-10-11 08:49:02,639 - mmaction - INFO - Epoch [7][4080/5010] lr: 7.500e-03, eta: 2 days, 15:17:34, time: 1.025, data_time: 0.006, memory: 10398, top1_acc: 0.5406, top5_acc: 0.7792, loss_cls: 1.9620, loss: 1.9620, grad_norm: 5.8636 2020-10-11 08:49:22,196 - mmaction - INFO - Epoch [7][4100/5010] lr: 7.500e-03, eta: 2 days, 15:17:03, time: 0.978, data_time: 0.003, memory: 10398, top1_acc: 0.5583, top5_acc: 0.7927, loss_cls: 1.8528, loss: 1.8528, grad_norm: 5.7792 2020-10-11 08:49:41,556 - mmaction - INFO - Epoch [7][4120/5010] lr: 7.500e-03, eta: 2 days, 15:16:31, time: 0.968, data_time: 0.002, memory: 10398, top1_acc: 0.5646, top5_acc: 0.8000, loss_cls: 1.8266, loss: 1.8266, grad_norm: 5.9043 2020-10-11 08:50:02,138 - mmaction - INFO - Epoch [7][4140/5010] lr: 7.500e-03, eta: 2 days, 15:16:07, time: 1.029, data_time: 0.005, memory: 10398, top1_acc: 0.5396, top5_acc: 0.7760, loss_cls: 1.9396, loss: 1.9396, grad_norm: 6.1640 2020-10-11 08:50:21,277 - mmaction - INFO - Epoch [7][4160/5010] lr: 7.500e-03, eta: 2 days, 15:15:34, time: 0.956, data_time: 0.003, memory: 10398, top1_acc: 0.5271, top5_acc: 0.7563, loss_cls: 1.9927, loss: 1.9927, grad_norm: 5.9970 2020-10-11 08:50:41,935 - mmaction - INFO - Epoch [7][4180/5010] lr: 7.500e-03, eta: 2 days, 15:15:10, time: 1.034, data_time: 0.003, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8125, loss_cls: 1.7591, loss: 1.7591, grad_norm: 5.8149 2020-10-11 08:51:01,934 - mmaction - INFO - Epoch [7][4200/5010] lr: 7.500e-03, eta: 2 days, 15:14:43, time: 1.000, data_time: 0.002, memory: 10398, top1_acc: 0.5625, top5_acc: 0.7823, loss_cls: 1.8560, loss: 1.8560, grad_norm: 5.9457 2020-10-11 08:51:22,109 - mmaction - INFO - Epoch [7][4220/5010] lr: 7.500e-03, eta: 2 days, 15:14:16, time: 1.009, data_time: 0.002, memory: 10398, top1_acc: 0.5531, top5_acc: 0.7938, loss_cls: 1.8685, loss: 1.8685, grad_norm: 5.9887 2020-10-11 08:51:41,012 - mmaction - INFO - Epoch [7][4240/5010] lr: 7.500e-03, eta: 2 days, 15:13:41, time: 0.945, data_time: 0.002, memory: 10398, top1_acc: 0.5260, top5_acc: 0.7833, loss_cls: 1.9525, loss: 1.9525, grad_norm: 6.2347 2020-10-11 08:52:01,193 - mmaction - INFO - Epoch [7][4260/5010] lr: 7.500e-03, eta: 2 days, 15:13:15, time: 1.008, data_time: 0.006, memory: 10398, top1_acc: 0.5531, top5_acc: 0.7865, loss_cls: 1.9189, loss: 1.9189, grad_norm: 5.9968 2020-10-11 08:52:20,709 - mmaction - INFO - Epoch [7][4280/5010] lr: 7.500e-03, eta: 2 days, 15:12:44, time: 0.977, data_time: 0.006, memory: 10398, top1_acc: 0.5604, top5_acc: 0.7635, loss_cls: 1.8842, loss: 1.8842, grad_norm: 5.7407 2020-10-11 08:52:40,564 - mmaction - INFO - Epoch [7][4300/5010] lr: 7.500e-03, eta: 2 days, 15:12:15, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.5344, top5_acc: 0.7750, loss_cls: 1.9612, loss: 1.9612, grad_norm: 6.0725 2020-10-11 08:53:00,496 - mmaction - INFO - Epoch [7][4320/5010] lr: 7.500e-03, eta: 2 days, 15:11:47, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.5240, top5_acc: 0.7698, loss_cls: 1.9377, loss: 1.9377, grad_norm: 5.9242 2020-10-11 08:53:19,595 - mmaction - INFO - Epoch [7][4340/5010] lr: 7.500e-03, eta: 2 days, 15:11:14, time: 0.955, data_time: 0.002, memory: 10398, top1_acc: 0.5510, top5_acc: 0.7833, loss_cls: 1.9011, loss: 1.9011, grad_norm: 5.9250 2020-10-11 08:53:39,264 - mmaction - INFO - Epoch [7][4360/5010] lr: 7.500e-03, eta: 2 days, 15:10:44, time: 0.983, data_time: 0.006, memory: 10398, top1_acc: 0.5563, top5_acc: 0.8021, loss_cls: 1.7923, loss: 1.7923, grad_norm: 5.9239 2020-10-11 08:54:00,617 - mmaction - INFO - Epoch [7][4380/5010] lr: 7.500e-03, eta: 2 days, 15:10:25, time: 1.067, data_time: 0.002, memory: 10398, top1_acc: 0.5531, top5_acc: 0.7854, loss_cls: 1.9358, loss: 1.9358, grad_norm: 6.1337 2020-10-11 08:54:20,057 - mmaction - INFO - Epoch [7][4400/5010] lr: 7.500e-03, eta: 2 days, 15:09:54, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.5146, top5_acc: 0.7635, loss_cls: 1.9723, loss: 1.9723, grad_norm: 5.9947 2020-10-11 08:54:40,100 - mmaction - INFO - Epoch [7][4420/5010] lr: 7.500e-03, eta: 2 days, 15:09:27, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.5354, top5_acc: 0.7958, loss_cls: 1.8579, loss: 1.8579, grad_norm: 5.7667 2020-10-11 08:55:01,758 - mmaction - INFO - Epoch [7][4440/5010] lr: 7.500e-03, eta: 2 days, 15:09:09, time: 1.083, data_time: 0.002, memory: 10398, top1_acc: 0.5292, top5_acc: 0.7937, loss_cls: 1.9433, loss: 1.9433, grad_norm: 5.7359 2020-10-11 08:55:21,069 - mmaction - INFO - Epoch [7][4460/5010] lr: 7.500e-03, eta: 2 days, 15:08:37, time: 0.966, data_time: 0.002, memory: 10398, top1_acc: 0.5604, top5_acc: 0.7906, loss_cls: 1.9150, loss: 1.9150, grad_norm: 5.7073 2020-10-11 08:55:40,598 - mmaction - INFO - Epoch [7][4480/5010] lr: 7.500e-03, eta: 2 days, 15:08:07, time: 0.974, data_time: 0.007, memory: 10398, top1_acc: 0.5354, top5_acc: 0.7688, loss_cls: 1.9746, loss: 1.9746, grad_norm: 5.6902 2020-10-11 08:56:00,213 - mmaction - INFO - Epoch [7][4500/5010] lr: 7.500e-03, eta: 2 days, 15:07:37, time: 0.983, data_time: 0.007, memory: 10398, top1_acc: 0.5271, top5_acc: 0.7802, loss_cls: 1.9027, loss: 1.9027, grad_norm: 6.0055 2020-10-11 08:56:20,688 - mmaction - INFO - Epoch [7][4520/5010] lr: 7.500e-03, eta: 2 days, 15:07:12, time: 1.024, data_time: 0.002, memory: 10398, top1_acc: 0.5542, top5_acc: 0.7854, loss_cls: 1.8975, loss: 1.8975, grad_norm: 6.1741 2020-10-11 08:56:39,487 - mmaction - INFO - Epoch [7][4540/5010] lr: 7.500e-03, eta: 2 days, 15:06:37, time: 0.935, data_time: 0.005, memory: 10398, top1_acc: 0.5510, top5_acc: 0.7927, loss_cls: 1.8713, loss: 1.8713, grad_norm: 6.0127 2020-10-11 08:56:58,731 - mmaction - INFO - Epoch [7][4560/5010] lr: 7.500e-03, eta: 2 days, 15:06:05, time: 0.967, data_time: 0.008, memory: 10398, top1_acc: 0.5448, top5_acc: 0.7958, loss_cls: 1.8614, loss: 1.8614, grad_norm: 6.0138 2020-10-11 08:57:18,014 - mmaction - INFO - Epoch [7][4580/5010] lr: 7.500e-03, eta: 2 days, 15:05:33, time: 0.964, data_time: 0.002, memory: 10398, top1_acc: 0.5469, top5_acc: 0.8031, loss_cls: 1.8224, loss: 1.8224, grad_norm: 5.8082 2020-10-11 08:57:37,170 - mmaction - INFO - Epoch [7][4600/5010] lr: 7.500e-03, eta: 2 days, 15:05:00, time: 0.958, data_time: 0.006, memory: 10398, top1_acc: 0.5083, top5_acc: 0.7812, loss_cls: 2.0423, loss: 2.0423, grad_norm: 5.9003 2020-10-11 08:57:57,141 - mmaction - INFO - Epoch [7][4620/5010] lr: 7.500e-03, eta: 2 days, 15:04:32, time: 0.999, data_time: 0.007, memory: 10398, top1_acc: 0.5521, top5_acc: 0.7771, loss_cls: 1.8803, loss: 1.8803, grad_norm: 5.7427 2020-10-11 08:58:16,307 - mmaction - INFO - Epoch [7][4640/5010] lr: 7.500e-03, eta: 2 days, 15:04:00, time: 0.958, data_time: 0.002, memory: 10398, top1_acc: 0.5583, top5_acc: 0.7792, loss_cls: 1.9233, loss: 1.9233, grad_norm: 5.7403 2020-10-11 08:58:35,852 - mmaction - INFO - Epoch [7][4660/5010] lr: 7.500e-03, eta: 2 days, 15:03:29, time: 0.977, data_time: 0.005, memory: 10398, top1_acc: 0.5323, top5_acc: 0.7812, loss_cls: 1.9131, loss: 1.9131, grad_norm: 5.8269 2020-10-11 08:58:55,145 - mmaction - INFO - Epoch [7][4680/5010] lr: 7.500e-03, eta: 2 days, 15:02:57, time: 0.964, data_time: 0.002, memory: 10398, top1_acc: 0.5469, top5_acc: 0.7802, loss_cls: 1.8709, loss: 1.8709, grad_norm: 5.9260 2020-10-11 08:59:14,631 - mmaction - INFO - Epoch [7][4700/5010] lr: 7.500e-03, eta: 2 days, 15:02:27, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.5323, top5_acc: 0.7635, loss_cls: 1.9968, loss: 1.9968, grad_norm: 5.9891 2020-10-11 08:59:34,172 - mmaction - INFO - Epoch [7][4720/5010] lr: 7.500e-03, eta: 2 days, 15:01:56, time: 0.977, data_time: 0.006, memory: 10398, top1_acc: 0.5490, top5_acc: 0.7656, loss_cls: 1.9954, loss: 1.9954, grad_norm: 5.7137 2020-10-11 08:59:53,126 - mmaction - INFO - Epoch [7][4740/5010] lr: 7.500e-03, eta: 2 days, 15:01:22, time: 0.946, data_time: 0.006, memory: 10398, top1_acc: 0.5448, top5_acc: 0.8000, loss_cls: 1.8187, loss: 1.8187, grad_norm: 5.9115 2020-10-11 09:00:16,812 - mmaction - INFO - Epoch [7][4760/5010] lr: 7.500e-03, eta: 2 days, 15:01:17, time: 1.179, data_time: 0.007, memory: 10398, top1_acc: 0.5365, top5_acc: 0.7958, loss_cls: 1.9215, loss: 1.9215, grad_norm: 5.8539 2020-10-11 09:00:34,804 - mmaction - INFO - Epoch [7][4780/5010] lr: 7.500e-03, eta: 2 days, 15:00:37, time: 0.904, data_time: 0.015, memory: 10398, top1_acc: 0.5302, top5_acc: 0.7938, loss_cls: 1.9105, loss: 1.9105, grad_norm: 5.9707 2020-10-11 09:00:54,369 - mmaction - INFO - Epoch [7][4800/5010] lr: 7.500e-03, eta: 2 days, 15:00:08, time: 0.981, data_time: 0.008, memory: 10398, top1_acc: 0.5094, top5_acc: 0.7750, loss_cls: 2.0634, loss: 2.0634, grad_norm: 5.8819 2020-10-11 09:01:14,210 - mmaction - INFO - Epoch [7][4820/5010] lr: 7.500e-03, eta: 2 days, 14:59:39, time: 0.992, data_time: 0.006, memory: 10398, top1_acc: 0.5271, top5_acc: 0.7760, loss_cls: 1.9707, loss: 1.9707, grad_norm: 5.7337 2020-10-11 09:01:33,956 - mmaction - INFO - Epoch [7][4840/5010] lr: 7.500e-03, eta: 2 days, 14:59:10, time: 0.988, data_time: 0.003, memory: 10398, top1_acc: 0.5500, top5_acc: 0.8125, loss_cls: 1.7629, loss: 1.7629, grad_norm: 5.8564 2020-10-11 09:01:52,985 - mmaction - INFO - Epoch [7][4860/5010] lr: 7.500e-03, eta: 2 days, 14:58:37, time: 0.951, data_time: 0.007, memory: 10398, top1_acc: 0.5500, top5_acc: 0.7813, loss_cls: 1.9224, loss: 1.9224, grad_norm: 5.9652 2020-10-11 09:02:12,122 - mmaction - INFO - Epoch [7][4880/5010] lr: 7.500e-03, eta: 2 days, 14:58:04, time: 0.958, data_time: 0.003, memory: 10398, top1_acc: 0.5500, top5_acc: 0.8146, loss_cls: 1.8175, loss: 1.8175, grad_norm: 5.6828 2020-10-11 09:02:31,914 - mmaction - INFO - Epoch [7][4900/5010] lr: 7.500e-03, eta: 2 days, 14:57:35, time: 0.990, data_time: 0.006, memory: 10398, top1_acc: 0.5146, top5_acc: 0.7854, loss_cls: 1.9556, loss: 1.9556, grad_norm: 6.0286 2020-10-11 09:02:50,737 - mmaction - INFO - Epoch [7][4920/5010] lr: 7.500e-03, eta: 2 days, 14:57:01, time: 0.940, data_time: 0.002, memory: 10398, top1_acc: 0.5458, top5_acc: 0.7927, loss_cls: 1.8760, loss: 1.8760, grad_norm: 5.8251 2020-10-11 09:03:09,937 - mmaction - INFO - Epoch [7][4940/5010] lr: 7.500e-03, eta: 2 days, 14:56:28, time: 0.960, data_time: 0.005, memory: 10398, top1_acc: 0.5552, top5_acc: 0.7802, loss_cls: 1.9021, loss: 1.9021, grad_norm: 6.0085 2020-10-11 09:03:29,815 - mmaction - INFO - Epoch [7][4960/5010] lr: 7.500e-03, eta: 2 days, 14:56:00, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.5354, top5_acc: 0.7833, loss_cls: 1.9870, loss: 1.9870, grad_norm: 6.0443 2020-10-11 09:03:49,178 - mmaction - INFO - Epoch [7][4980/5010] lr: 7.500e-03, eta: 2 days, 14:55:29, time: 0.968, data_time: 0.002, memory: 10398, top1_acc: 0.5667, top5_acc: 0.7990, loss_cls: 1.8463, loss: 1.8463, grad_norm: 5.8289 2020-10-11 09:04:08,726 - mmaction - INFO - Epoch [7][5000/5010] lr: 7.500e-03, eta: 2 days, 14:54:59, time: 0.975, data_time: 0.005, memory: 10398, top1_acc: 0.5385, top5_acc: 0.7937, loss_cls: 1.9104, loss: 1.9104, grad_norm: 5.9251 2020-10-11 09:04:50,966 - mmaction - INFO - Epoch [8][20/5010] lr: 7.500e-03, eta: 2 days, 14:54:36, time: 1.652, data_time: 0.794, memory: 10398, top1_acc: 0.5552, top5_acc: 0.7833, loss_cls: 1.8557, loss: 1.8557, grad_norm: 5.5755 2020-10-11 09:05:08,637 - mmaction - INFO - Epoch [8][40/5010] lr: 7.500e-03, eta: 2 days, 14:53:55, time: 0.886, data_time: 0.008, memory: 10398, top1_acc: 0.5385, top5_acc: 0.8031, loss_cls: 1.8678, loss: 1.8678, grad_norm: 5.9390 2020-10-11 09:05:27,303 - mmaction - INFO - Epoch [8][60/5010] lr: 7.500e-03, eta: 2 days, 14:53:20, time: 0.933, data_time: 0.002, memory: 10398, top1_acc: 0.5469, top5_acc: 0.8031, loss_cls: 1.8303, loss: 1.8303, grad_norm: 5.7452 2020-10-11 09:05:47,270 - mmaction - INFO - Epoch [8][80/5010] lr: 7.500e-03, eta: 2 days, 14:52:52, time: 0.998, data_time: 0.002, memory: 10398, top1_acc: 0.5417, top5_acc: 0.8063, loss_cls: 1.8591, loss: 1.8591, grad_norm: 5.8388 2020-10-11 09:06:07,377 - mmaction - INFO - Epoch [8][100/5010] lr: 7.500e-03, eta: 2 days, 14:52:25, time: 1.003, data_time: 0.007, memory: 10398, top1_acc: 0.5479, top5_acc: 0.8000, loss_cls: 1.8335, loss: 1.8335, grad_norm: 5.5873 2020-10-11 09:06:26,615 - mmaction - INFO - Epoch [8][120/5010] lr: 7.500e-03, eta: 2 days, 14:51:53, time: 0.964, data_time: 0.008, memory: 10398, top1_acc: 0.5479, top5_acc: 0.7990, loss_cls: 1.8486, loss: 1.8486, grad_norm: 5.8464 2020-10-11 09:06:45,953 - mmaction - INFO - Epoch [8][140/5010] lr: 7.500e-03, eta: 2 days, 14:51:22, time: 0.967, data_time: 0.002, memory: 10398, top1_acc: 0.5323, top5_acc: 0.7906, loss_cls: 1.8746, loss: 1.8746, grad_norm: 5.9303 2020-10-11 09:07:05,804 - mmaction - INFO - Epoch [8][160/5010] lr: 7.500e-03, eta: 2 days, 14:50:54, time: 0.990, data_time: 0.006, memory: 10398, top1_acc: 0.5698, top5_acc: 0.7969, loss_cls: 1.8365, loss: 1.8365, grad_norm: 5.7184 2020-10-11 09:07:25,051 - mmaction - INFO - Epoch [8][180/5010] lr: 7.500e-03, eta: 2 days, 14:50:22, time: 0.965, data_time: 0.007, memory: 10398, top1_acc: 0.5729, top5_acc: 0.8135, loss_cls: 1.7212, loss: 1.7212, grad_norm: 5.9519 2020-10-11 09:07:44,772 - mmaction - INFO - Epoch [8][200/5010] lr: 7.500e-03, eta: 2 days, 14:49:53, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.5563, top5_acc: 0.7854, loss_cls: 1.8789, loss: 1.8789, grad_norm: 5.8876 2020-10-11 09:08:04,336 - mmaction - INFO - Epoch [8][220/5010] lr: 7.500e-03, eta: 2 days, 14:49:23, time: 0.978, data_time: 0.006, memory: 10398, top1_acc: 0.5469, top5_acc: 0.7792, loss_cls: 1.9915, loss: 1.9915, grad_norm: 6.1380 2020-10-11 09:08:24,032 - mmaction - INFO - Epoch [8][240/5010] lr: 7.500e-03, eta: 2 days, 14:48:54, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.5688, top5_acc: 0.7958, loss_cls: 1.8041, loss: 1.8041, grad_norm: 5.6786 2020-10-11 09:08:44,505 - mmaction - INFO - Epoch [8][260/5010] lr: 7.500e-03, eta: 2 days, 14:48:30, time: 1.024, data_time: 0.002, memory: 10398, top1_acc: 0.5594, top5_acc: 0.7979, loss_cls: 1.8699, loss: 1.8699, grad_norm: 6.0447 2020-10-11 09:09:03,094 - mmaction - INFO - Epoch [8][280/5010] lr: 7.500e-03, eta: 2 days, 14:47:54, time: 0.926, data_time: 0.005, memory: 10398, top1_acc: 0.5604, top5_acc: 0.7833, loss_cls: 1.8766, loss: 1.8766, grad_norm: 6.0351 2020-10-11 09:09:22,796 - mmaction - INFO - Epoch [8][300/5010] lr: 7.500e-03, eta: 2 days, 14:47:25, time: 0.988, data_time: 0.007, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8083, loss_cls: 1.7330, loss: 1.7330, grad_norm: 5.7259 2020-10-11 09:09:43,579 - mmaction - INFO - Epoch [8][320/5010] lr: 7.500e-03, eta: 2 days, 14:47:03, time: 1.039, data_time: 0.002, memory: 10398, top1_acc: 0.5802, top5_acc: 0.8042, loss_cls: 1.7882, loss: 1.7882, grad_norm: 6.0941 2020-10-11 09:10:03,642 - mmaction - INFO - Epoch [8][340/5010] lr: 7.500e-03, eta: 2 days, 14:46:36, time: 1.003, data_time: 0.004, memory: 10398, top1_acc: 0.5521, top5_acc: 0.8156, loss_cls: 1.8110, loss: 1.8110, grad_norm: 6.1413 2020-10-11 09:10:23,949 - mmaction - INFO - Epoch [8][360/5010] lr: 7.500e-03, eta: 2 days, 14:46:11, time: 1.015, data_time: 0.002, memory: 10398, top1_acc: 0.5469, top5_acc: 0.7823, loss_cls: 1.9282, loss: 1.9282, grad_norm: 6.2602 2020-10-11 09:10:42,584 - mmaction - INFO - Epoch [8][380/5010] lr: 7.500e-03, eta: 2 days, 14:45:35, time: 0.932, data_time: 0.002, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8000, loss_cls: 1.7860, loss: 1.7860, grad_norm: 5.9749 2020-10-11 09:11:02,533 - mmaction - INFO - Epoch [8][400/5010] lr: 7.500e-03, eta: 2 days, 14:45:07, time: 0.994, data_time: 0.006, memory: 10398, top1_acc: 0.5646, top5_acc: 0.7937, loss_cls: 1.8393, loss: 1.8393, grad_norm: 6.0376 2020-10-11 09:11:23,211 - mmaction - INFO - Epoch [8][420/5010] lr: 7.500e-03, eta: 2 days, 14:44:45, time: 1.037, data_time: 0.008, memory: 10398, top1_acc: 0.5427, top5_acc: 0.7979, loss_cls: 1.8685, loss: 1.8685, grad_norm: 6.1084 2020-10-11 09:11:41,804 - mmaction - INFO - Epoch [8][440/5010] lr: 7.500e-03, eta: 2 days, 14:44:09, time: 0.930, data_time: 0.002, memory: 10398, top1_acc: 0.5406, top5_acc: 0.7833, loss_cls: 1.9277, loss: 1.9277, grad_norm: 6.1483 2020-10-11 09:12:00,976 - mmaction - INFO - Epoch [8][460/5010] lr: 7.500e-03, eta: 2 days, 14:43:37, time: 0.958, data_time: 0.006, memory: 10398, top1_acc: 0.5479, top5_acc: 0.7885, loss_cls: 1.9146, loss: 1.9146, grad_norm: 5.9662 2020-10-11 09:12:21,616 - mmaction - INFO - Epoch [8][480/5010] lr: 7.500e-03, eta: 2 days, 14:43:13, time: 1.031, data_time: 0.002, memory: 10398, top1_acc: 0.5687, top5_acc: 0.8198, loss_cls: 1.7299, loss: 1.7299, grad_norm: 5.8665 2020-10-11 09:12:40,165 - mmaction - INFO - Epoch [8][500/5010] lr: 7.500e-03, eta: 2 days, 14:42:38, time: 0.928, data_time: 0.003, memory: 10398, top1_acc: 0.5469, top5_acc: 0.8104, loss_cls: 1.8307, loss: 1.8307, grad_norm: 6.0478 2020-10-11 09:13:00,239 - mmaction - INFO - Epoch [8][520/5010] lr: 7.500e-03, eta: 2 days, 14:42:11, time: 1.004, data_time: 0.007, memory: 10398, top1_acc: 0.5750, top5_acc: 0.7969, loss_cls: 1.7955, loss: 1.7955, grad_norm: 5.6390 2020-10-11 09:13:19,863 - mmaction - INFO - Epoch [8][540/5010] lr: 7.500e-03, eta: 2 days, 14:41:42, time: 0.981, data_time: 0.002, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8031, loss_cls: 1.7582, loss: 1.7582, grad_norm: 6.0487 2020-10-11 09:13:40,471 - mmaction - INFO - Epoch [8][560/5010] lr: 7.500e-03, eta: 2 days, 14:41:18, time: 1.031, data_time: 0.006, memory: 10398, top1_acc: 0.5469, top5_acc: 0.7917, loss_cls: 1.8823, loss: 1.8823, grad_norm: 6.0525 2020-10-11 09:14:00,118 - mmaction - INFO - Epoch [8][580/5010] lr: 7.500e-03, eta: 2 days, 14:40:49, time: 0.982, data_time: 0.002, memory: 10398, top1_acc: 0.5354, top5_acc: 0.8052, loss_cls: 1.8326, loss: 1.8326, grad_norm: 6.1561 2020-10-11 09:14:18,974 - mmaction - INFO - Epoch [8][600/5010] lr: 7.500e-03, eta: 2 days, 14:40:15, time: 0.943, data_time: 0.002, memory: 10398, top1_acc: 0.5438, top5_acc: 0.7854, loss_cls: 1.9148, loss: 1.9148, grad_norm: 5.9142 2020-10-11 09:14:38,739 - mmaction - INFO - Epoch [8][620/5010] lr: 7.500e-03, eta: 2 days, 14:39:47, time: 0.988, data_time: 0.006, memory: 10398, top1_acc: 0.5552, top5_acc: 0.7823, loss_cls: 1.9440, loss: 1.9440, grad_norm: 5.9617 2020-10-11 09:14:57,894 - mmaction - INFO - Epoch [8][640/5010] lr: 7.500e-03, eta: 2 days, 14:39:15, time: 0.958, data_time: 0.002, memory: 10398, top1_acc: 0.5615, top5_acc: 0.7937, loss_cls: 1.8176, loss: 1.8176, grad_norm: 5.9252 2020-10-11 09:15:18,368 - mmaction - INFO - Epoch [8][660/5010] lr: 7.500e-03, eta: 2 days, 14:38:50, time: 1.024, data_time: 0.002, memory: 10398, top1_acc: 0.5490, top5_acc: 0.7823, loss_cls: 1.8554, loss: 1.8554, grad_norm: 6.0853 2020-10-11 09:15:38,806 - mmaction - INFO - Epoch [8][680/5010] lr: 7.500e-03, eta: 2 days, 14:38:26, time: 1.020, data_time: 0.006, memory: 10398, top1_acc: 0.5365, top5_acc: 0.7677, loss_cls: 1.9788, loss: 1.9788, grad_norm: 5.8436 2020-10-11 09:15:57,854 - mmaction - INFO - Epoch [8][700/5010] lr: 7.500e-03, eta: 2 days, 14:37:53, time: 0.954, data_time: 0.006, memory: 10398, top1_acc: 0.5542, top5_acc: 0.7969, loss_cls: 1.8839, loss: 1.8839, grad_norm: 6.2710 2020-10-11 09:16:18,279 - mmaction - INFO - Epoch [8][720/5010] lr: 7.500e-03, eta: 2 days, 14:37:29, time: 1.021, data_time: 0.002, memory: 10398, top1_acc: 0.5667, top5_acc: 0.7969, loss_cls: 1.8400, loss: 1.8400, grad_norm: 5.8236 2020-10-11 09:16:36,930 - mmaction - INFO - Epoch [8][740/5010] lr: 7.500e-03, eta: 2 days, 14:36:53, time: 0.930, data_time: 0.005, memory: 10398, top1_acc: 0.5583, top5_acc: 0.8042, loss_cls: 1.8184, loss: 1.8184, grad_norm: 5.8557 2020-10-11 09:16:55,963 - mmaction - INFO - Epoch [8][760/5010] lr: 7.500e-03, eta: 2 days, 14:36:21, time: 0.953, data_time: 0.007, memory: 10398, top1_acc: 0.5625, top5_acc: 0.7979, loss_cls: 1.8573, loss: 1.8573, grad_norm: 6.1994 2020-10-11 09:17:15,923 - mmaction - INFO - Epoch [8][780/5010] lr: 7.500e-03, eta: 2 days, 14:35:54, time: 0.999, data_time: 0.003, memory: 10398, top1_acc: 0.5583, top5_acc: 0.7937, loss_cls: 1.8478, loss: 1.8478, grad_norm: 5.8519 2020-10-11 09:17:36,203 - mmaction - INFO - Epoch [8][800/5010] lr: 7.500e-03, eta: 2 days, 14:35:28, time: 1.009, data_time: 0.006, memory: 10398, top1_acc: 0.5531, top5_acc: 0.7875, loss_cls: 1.9538, loss: 1.9538, grad_norm: 6.2117 2020-10-11 09:17:55,126 - mmaction - INFO - Epoch [8][820/5010] lr: 7.500e-03, eta: 2 days, 14:34:55, time: 0.951, data_time: 0.008, memory: 10398, top1_acc: 0.5583, top5_acc: 0.8187, loss_cls: 1.7691, loss: 1.7691, grad_norm: 5.9486 2020-10-11 09:18:15,051 - mmaction - INFO - Epoch [8][840/5010] lr: 7.500e-03, eta: 2 days, 14:34:27, time: 0.994, data_time: 0.005, memory: 10398, top1_acc: 0.5531, top5_acc: 0.8146, loss_cls: 1.8060, loss: 1.8060, grad_norm: 6.0105 2020-10-11 09:18:33,934 - mmaction - INFO - Epoch [8][860/5010] lr: 7.500e-03, eta: 2 days, 14:33:54, time: 0.946, data_time: 0.008, memory: 10398, top1_acc: 0.5479, top5_acc: 0.8031, loss_cls: 1.8185, loss: 1.8185, grad_norm: 5.9285 2020-10-11 09:18:53,585 - mmaction - INFO - Epoch [8][880/5010] lr: 7.500e-03, eta: 2 days, 14:33:25, time: 0.980, data_time: 0.005, memory: 10398, top1_acc: 0.5417, top5_acc: 0.7760, loss_cls: 1.9162, loss: 1.9162, grad_norm: 6.0961 2020-10-11 09:19:13,270 - mmaction - INFO - Epoch [8][900/5010] lr: 7.500e-03, eta: 2 days, 14:32:56, time: 0.986, data_time: 0.008, memory: 10398, top1_acc: 0.5677, top5_acc: 0.7729, loss_cls: 1.8986, loss: 1.8986, grad_norm: 5.6113 2020-10-11 09:19:33,011 - mmaction - INFO - Epoch [8][920/5010] lr: 7.500e-03, eta: 2 days, 14:32:27, time: 0.984, data_time: 0.006, memory: 10398, top1_acc: 0.5563, top5_acc: 0.7969, loss_cls: 1.7826, loss: 1.7826, grad_norm: 5.8770 2020-10-11 09:19:52,283 - mmaction - INFO - Epoch [8][940/5010] lr: 7.500e-03, eta: 2 days, 14:31:56, time: 0.967, data_time: 0.008, memory: 10398, top1_acc: 0.5490, top5_acc: 0.7969, loss_cls: 1.8350, loss: 1.8350, grad_norm: 6.4178 2020-10-11 09:20:12,731 - mmaction - INFO - Epoch [8][960/5010] lr: 7.500e-03, eta: 2 days, 14:31:32, time: 1.021, data_time: 0.006, memory: 10398, top1_acc: 0.5469, top5_acc: 0.7844, loss_cls: 1.8760, loss: 1.8760, grad_norm: 6.0623 2020-10-11 09:20:32,257 - mmaction - INFO - Epoch [8][980/5010] lr: 7.500e-03, eta: 2 days, 14:31:03, time: 0.978, data_time: 0.008, memory: 10398, top1_acc: 0.5438, top5_acc: 0.7927, loss_cls: 1.8276, loss: 1.8276, grad_norm: 5.9063 2020-10-11 09:20:52,897 - mmaction - INFO - Epoch [8][1000/5010] lr: 7.500e-03, eta: 2 days, 14:30:39, time: 1.029, data_time: 0.005, memory: 10398, top1_acc: 0.5604, top5_acc: 0.7844, loss_cls: 1.9093, loss: 1.9093, grad_norm: 5.9820 2020-10-11 09:21:11,643 - mmaction - INFO - Epoch [8][1020/5010] lr: 7.500e-03, eta: 2 days, 14:30:05, time: 0.941, data_time: 0.007, memory: 10398, top1_acc: 0.5729, top5_acc: 0.8010, loss_cls: 1.7632, loss: 1.7632, grad_norm: 5.9535 2020-10-11 09:21:31,015 - mmaction - INFO - Epoch [8][1040/5010] lr: 7.500e-03, eta: 2 days, 14:29:34, time: 0.964, data_time: 0.005, memory: 10398, top1_acc: 0.5510, top5_acc: 0.7990, loss_cls: 1.8903, loss: 1.8903, grad_norm: 6.0227 2020-10-11 09:21:51,215 - mmaction - INFO - Epoch [8][1060/5010] lr: 7.500e-03, eta: 2 days, 14:29:09, time: 1.015, data_time: 0.009, memory: 10398, top1_acc: 0.5656, top5_acc: 0.7969, loss_cls: 1.8310, loss: 1.8310, grad_norm: 6.0952 2020-10-11 09:22:10,264 - mmaction - INFO - Epoch [8][1080/5010] lr: 7.500e-03, eta: 2 days, 14:28:37, time: 0.953, data_time: 0.006, memory: 10398, top1_acc: 0.5573, top5_acc: 0.8031, loss_cls: 1.8747, loss: 1.8747, grad_norm: 6.0467 2020-10-11 09:22:30,204 - mmaction - INFO - Epoch [8][1100/5010] lr: 7.500e-03, eta: 2 days, 14:28:09, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.5510, top5_acc: 0.8094, loss_cls: 1.8647, loss: 1.8647, grad_norm: 6.0146 2020-10-11 09:22:50,658 - mmaction - INFO - Epoch [8][1120/5010] lr: 7.500e-03, eta: 2 days, 14:27:45, time: 1.023, data_time: 0.002, memory: 10398, top1_acc: 0.5771, top5_acc: 0.7990, loss_cls: 1.7735, loss: 1.7735, grad_norm: 6.1400 2020-10-11 09:23:10,236 - mmaction - INFO - Epoch [8][1140/5010] lr: 7.500e-03, eta: 2 days, 14:27:16, time: 0.979, data_time: 0.006, memory: 10398, top1_acc: 0.5281, top5_acc: 0.7771, loss_cls: 2.0206, loss: 2.0206, grad_norm: 6.3036 2020-10-11 09:23:30,057 - mmaction - INFO - Epoch [8][1160/5010] lr: 7.500e-03, eta: 2 days, 14:26:48, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.5698, top5_acc: 0.7938, loss_cls: 1.8542, loss: 1.8542, grad_norm: 5.8546 2020-10-11 09:23:49,130 - mmaction - INFO - Epoch [8][1180/5010] lr: 7.500e-03, eta: 2 days, 14:26:16, time: 0.957, data_time: 0.005, memory: 10398, top1_acc: 0.5688, top5_acc: 0.8010, loss_cls: 1.7613, loss: 1.7613, grad_norm: 6.0512 2020-10-11 09:24:09,007 - mmaction - INFO - Epoch [8][1200/5010] lr: 7.500e-03, eta: 2 days, 14:25:48, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.5635, top5_acc: 0.8031, loss_cls: 1.7822, loss: 1.7822, grad_norm: 5.8513 2020-10-11 09:24:29,500 - mmaction - INFO - Epoch [8][1220/5010] lr: 7.500e-03, eta: 2 days, 14:25:24, time: 1.029, data_time: 0.007, memory: 10398, top1_acc: 0.5531, top5_acc: 0.7948, loss_cls: 1.8448, loss: 1.8448, grad_norm: 6.1506 2020-10-11 09:24:48,470 - mmaction - INFO - Epoch [8][1240/5010] lr: 7.500e-03, eta: 2 days, 14:24:51, time: 0.948, data_time: 0.002, memory: 10398, top1_acc: 0.5667, top5_acc: 0.7813, loss_cls: 1.8785, loss: 1.8785, grad_norm: 5.9625 2020-10-11 09:25:08,614 - mmaction - INFO - Epoch [8][1260/5010] lr: 7.500e-03, eta: 2 days, 14:24:25, time: 1.005, data_time: 0.007, memory: 10398, top1_acc: 0.5698, top5_acc: 0.8094, loss_cls: 1.8304, loss: 1.8304, grad_norm: 5.9219 2020-10-11 09:25:29,080 - mmaction - INFO - Epoch [8][1280/5010] lr: 7.500e-03, eta: 2 days, 14:24:02, time: 1.025, data_time: 0.004, memory: 10398, top1_acc: 0.5448, top5_acc: 0.7948, loss_cls: 1.8986, loss: 1.8986, grad_norm: 6.2011 2020-10-11 09:25:48,510 - mmaction - INFO - Epoch [8][1300/5010] lr: 7.500e-03, eta: 2 days, 14:23:31, time: 0.971, data_time: 0.002, memory: 10398, top1_acc: 0.5458, top5_acc: 0.7865, loss_cls: 1.8911, loss: 1.8911, grad_norm: 6.1508 2020-10-11 09:26:07,741 - mmaction - INFO - Epoch [8][1320/5010] lr: 7.500e-03, eta: 2 days, 14:23:00, time: 0.962, data_time: 0.005, memory: 10398, top1_acc: 0.5521, top5_acc: 0.8125, loss_cls: 1.8230, loss: 1.8230, grad_norm: 6.3357 2020-10-11 09:26:27,290 - mmaction - INFO - Epoch [8][1340/5010] lr: 7.500e-03, eta: 2 days, 14:22:31, time: 0.977, data_time: 0.006, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8125, loss_cls: 1.7486, loss: 1.7486, grad_norm: 5.9625 2020-10-11 09:26:48,295 - mmaction - INFO - Epoch [8][1360/5010] lr: 7.500e-03, eta: 2 days, 14:22:10, time: 1.050, data_time: 0.002, memory: 10398, top1_acc: 0.5542, top5_acc: 0.7698, loss_cls: 1.9165, loss: 1.9165, grad_norm: 5.9980 2020-10-11 09:27:06,968 - mmaction - INFO - Epoch [8][1380/5010] lr: 7.500e-03, eta: 2 days, 14:21:35, time: 0.931, data_time: 0.005, memory: 10398, top1_acc: 0.5271, top5_acc: 0.7979, loss_cls: 1.9040, loss: 1.9040, grad_norm: 5.9140 2020-10-11 09:27:26,102 - mmaction - INFO - Epoch [8][1400/5010] lr: 7.500e-03, eta: 2 days, 14:21:04, time: 0.960, data_time: 0.007, memory: 10398, top1_acc: 0.5510, top5_acc: 0.8042, loss_cls: 1.8126, loss: 1.8126, grad_norm: 5.9739 2020-10-11 09:27:45,966 - mmaction - INFO - Epoch [8][1420/5010] lr: 7.500e-03, eta: 2 days, 14:20:36, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.5604, top5_acc: 0.7927, loss_cls: 1.8259, loss: 1.8259, grad_norm: 6.0113 2020-10-11 09:28:05,236 - mmaction - INFO - Epoch [8][1440/5010] lr: 7.500e-03, eta: 2 days, 14:20:05, time: 0.962, data_time: 0.005, memory: 10398, top1_acc: 0.5333, top5_acc: 0.7792, loss_cls: 1.9396, loss: 1.9396, grad_norm: 6.2209 2020-10-11 09:28:25,618 - mmaction - INFO - Epoch [8][1460/5010] lr: 7.500e-03, eta: 2 days, 14:19:41, time: 1.021, data_time: 0.006, memory: 10398, top1_acc: 0.5635, top5_acc: 0.8135, loss_cls: 1.8050, loss: 1.8050, grad_norm: 6.0518 2020-10-11 09:28:45,317 - mmaction - INFO - Epoch [8][1480/5010] lr: 7.500e-03, eta: 2 days, 14:19:12, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.5646, top5_acc: 0.8000, loss_cls: 1.8041, loss: 1.8041, grad_norm: 6.1948 2020-10-11 09:29:05,198 - mmaction - INFO - Epoch [8][1500/5010] lr: 7.500e-03, eta: 2 days, 14:18:45, time: 0.994, data_time: 0.004, memory: 10398, top1_acc: 0.5458, top5_acc: 0.7656, loss_cls: 1.9539, loss: 1.9539, grad_norm: 5.9375 2020-10-11 09:29:24,434 - mmaction - INFO - Epoch [8][1520/5010] lr: 7.500e-03, eta: 2 days, 14:18:14, time: 0.962, data_time: 0.002, memory: 10398, top1_acc: 0.5219, top5_acc: 0.7719, loss_cls: 1.9677, loss: 1.9677, grad_norm: 5.8152 2020-10-11 09:29:44,004 - mmaction - INFO - Epoch [8][1540/5010] lr: 7.500e-03, eta: 2 days, 14:17:45, time: 0.978, data_time: 0.002, memory: 10398, top1_acc: 0.5375, top5_acc: 0.7708, loss_cls: 1.9160, loss: 1.9160, grad_norm: 5.9888 2020-10-11 09:30:03,638 - mmaction - INFO - Epoch [8][1560/5010] lr: 7.500e-03, eta: 2 days, 14:17:16, time: 0.982, data_time: 0.006, memory: 10398, top1_acc: 0.5594, top5_acc: 0.7865, loss_cls: 1.8467, loss: 1.8467, grad_norm: 5.8790 2020-10-11 09:30:22,993 - mmaction - INFO - Epoch [8][1580/5010] lr: 7.500e-03, eta: 2 days, 14:16:46, time: 0.968, data_time: 0.002, memory: 10398, top1_acc: 0.5167, top5_acc: 0.7698, loss_cls: 1.9286, loss: 1.9286, grad_norm: 5.8167 2020-10-11 09:30:42,309 - mmaction - INFO - Epoch [8][1600/5010] lr: 7.500e-03, eta: 2 days, 14:16:15, time: 0.966, data_time: 0.002, memory: 10398, top1_acc: 0.5448, top5_acc: 0.7854, loss_cls: 1.8510, loss: 1.8510, grad_norm: 5.8739 2020-10-11 09:31:02,290 - mmaction - INFO - Epoch [8][1620/5010] lr: 7.500e-03, eta: 2 days, 14:15:48, time: 0.999, data_time: 0.005, memory: 10398, top1_acc: 0.5531, top5_acc: 0.7906, loss_cls: 1.8419, loss: 1.8419, grad_norm: 5.8631 2020-10-11 09:31:21,703 - mmaction - INFO - Epoch [8][1640/5010] lr: 7.500e-03, eta: 2 days, 14:15:18, time: 0.970, data_time: 0.002, memory: 10398, top1_acc: 0.5479, top5_acc: 0.8042, loss_cls: 1.8637, loss: 1.8637, grad_norm: 6.1721 2020-10-11 09:31:41,305 - mmaction - INFO - Epoch [8][1660/5010] lr: 7.500e-03, eta: 2 days, 14:14:49, time: 0.981, data_time: 0.003, memory: 10398, top1_acc: 0.5562, top5_acc: 0.7958, loss_cls: 1.8586, loss: 1.8586, grad_norm: 5.9701 2020-10-11 09:32:00,795 - mmaction - INFO - Epoch [8][1680/5010] lr: 7.500e-03, eta: 2 days, 14:14:20, time: 0.975, data_time: 0.007, memory: 10398, top1_acc: 0.5583, top5_acc: 0.8135, loss_cls: 1.7797, loss: 1.7797, grad_norm: 5.7145 2020-10-11 09:32:19,961 - mmaction - INFO - Epoch [8][1700/5010] lr: 7.500e-03, eta: 2 days, 14:13:48, time: 0.958, data_time: 0.002, memory: 10398, top1_acc: 0.5573, top5_acc: 0.7750, loss_cls: 1.9113, loss: 1.9113, grad_norm: 5.8624 2020-10-11 09:32:39,859 - mmaction - INFO - Epoch [8][1720/5010] lr: 7.500e-03, eta: 2 days, 14:13:21, time: 0.991, data_time: 0.006, memory: 10398, top1_acc: 0.5646, top5_acc: 0.8052, loss_cls: 1.8101, loss: 1.8101, grad_norm: 5.9421 2020-10-11 09:32:58,979 - mmaction - INFO - Epoch [8][1740/5010] lr: 7.500e-03, eta: 2 days, 14:12:50, time: 0.959, data_time: 0.007, memory: 10398, top1_acc: 0.5406, top5_acc: 0.7688, loss_cls: 1.9059, loss: 1.9059, grad_norm: 6.2434 2020-10-11 09:33:18,427 - mmaction - INFO - Epoch [8][1760/5010] lr: 7.500e-03, eta: 2 days, 14:12:20, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.5604, top5_acc: 0.7844, loss_cls: 1.9246, loss: 1.9246, grad_norm: 6.0681 2020-10-11 09:33:37,916 - mmaction - INFO - Epoch [8][1780/5010] lr: 7.500e-03, eta: 2 days, 14:11:50, time: 0.974, data_time: 0.004, memory: 10398, top1_acc: 0.5427, top5_acc: 0.7917, loss_cls: 1.8652, loss: 1.8652, grad_norm: 5.8876 2020-10-11 09:33:57,255 - mmaction - INFO - Epoch [8][1800/5010] lr: 7.500e-03, eta: 2 days, 14:11:20, time: 0.967, data_time: 0.002, memory: 10398, top1_acc: 0.5490, top5_acc: 0.7740, loss_cls: 1.9042, loss: 1.9042, grad_norm: 5.7989 2020-10-11 09:34:16,733 - mmaction - INFO - Epoch [8][1820/5010] lr: 7.500e-03, eta: 2 days, 14:10:50, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.5531, top5_acc: 0.7927, loss_cls: 1.8350, loss: 1.8350, grad_norm: 5.8384 2020-10-11 09:34:36,400 - mmaction - INFO - Epoch [8][1840/5010] lr: 7.500e-03, eta: 2 days, 14:10:22, time: 0.980, data_time: 0.006, memory: 10398, top1_acc: 0.5677, top5_acc: 0.8083, loss_cls: 1.8172, loss: 1.8172, grad_norm: 6.0195 2020-10-11 09:34:55,752 - mmaction - INFO - Epoch [8][1860/5010] lr: 7.500e-03, eta: 2 days, 14:09:52, time: 0.970, data_time: 0.006, memory: 10398, top1_acc: 0.5615, top5_acc: 0.7979, loss_cls: 1.8496, loss: 1.8496, grad_norm: 6.0273 2020-10-11 09:35:15,858 - mmaction - INFO - Epoch [8][1880/5010] lr: 7.500e-03, eta: 2 days, 14:09:26, time: 1.005, data_time: 0.002, memory: 10398, top1_acc: 0.5510, top5_acc: 0.8063, loss_cls: 1.8501, loss: 1.8501, grad_norm: 5.8823 2020-10-11 09:35:36,529 - mmaction - INFO - Epoch [8][1900/5010] lr: 7.500e-03, eta: 2 days, 14:09:03, time: 1.032, data_time: 0.006, memory: 10398, top1_acc: 0.5573, top5_acc: 0.8010, loss_cls: 1.8259, loss: 1.8259, grad_norm: 5.9932 2020-10-11 09:35:55,066 - mmaction - INFO - Epoch [8][1920/5010] lr: 7.500e-03, eta: 2 days, 14:08:28, time: 0.929, data_time: 0.007, memory: 10398, top1_acc: 0.5438, top5_acc: 0.7927, loss_cls: 1.8568, loss: 1.8568, grad_norm: 5.8421 2020-10-11 09:36:14,663 - mmaction - INFO - Epoch [8][1940/5010] lr: 7.500e-03, eta: 2 days, 14:08:00, time: 0.980, data_time: 0.006, memory: 10398, top1_acc: 0.5563, top5_acc: 0.7771, loss_cls: 1.9407, loss: 1.9407, grad_norm: 5.9603 2020-10-11 09:36:34,947 - mmaction - INFO - Epoch [8][1960/5010] lr: 7.500e-03, eta: 2 days, 14:07:35, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.5365, top5_acc: 0.7771, loss_cls: 1.9293, loss: 1.9293, grad_norm: 5.9118 2020-10-11 09:36:54,749 - mmaction - INFO - Epoch [8][1980/5010] lr: 7.500e-03, eta: 2 days, 14:07:07, time: 0.988, data_time: 0.007, memory: 10398, top1_acc: 0.5573, top5_acc: 0.8063, loss_cls: 1.8635, loss: 1.8635, grad_norm: 5.7507 2020-10-11 09:37:14,277 - mmaction - INFO - Epoch [8][2000/5010] lr: 7.500e-03, eta: 2 days, 14:06:38, time: 0.978, data_time: 0.008, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8010, loss_cls: 1.8168, loss: 1.8168, grad_norm: 6.0811 2020-10-11 09:37:34,737 - mmaction - INFO - Epoch [8][2020/5010] lr: 7.500e-03, eta: 2 days, 14:06:14, time: 1.024, data_time: 0.006, memory: 10398, top1_acc: 0.5375, top5_acc: 0.7958, loss_cls: 1.8481, loss: 1.8481, grad_norm: 6.0683 2020-10-11 09:37:54,034 - mmaction - INFO - Epoch [8][2040/5010] lr: 7.500e-03, eta: 2 days, 14:05:44, time: 0.965, data_time: 0.002, memory: 10398, top1_acc: 0.5323, top5_acc: 0.7771, loss_cls: 1.9481, loss: 1.9481, grad_norm: 6.1100 2020-10-11 09:38:13,975 - mmaction - INFO - Epoch [8][2060/5010] lr: 7.500e-03, eta: 2 days, 14:05:17, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.5615, top5_acc: 0.7927, loss_cls: 1.8360, loss: 1.8360, grad_norm: 6.0066 2020-10-11 09:38:33,691 - mmaction - INFO - Epoch [8][2080/5010] lr: 7.500e-03, eta: 2 days, 14:04:49, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.5354, top5_acc: 0.7875, loss_cls: 1.8984, loss: 1.8984, grad_norm: 6.1697 2020-10-11 09:38:53,424 - mmaction - INFO - Epoch [8][2100/5010] lr: 7.500e-03, eta: 2 days, 14:04:21, time: 0.984, data_time: 0.006, memory: 10398, top1_acc: 0.5490, top5_acc: 0.7990, loss_cls: 1.8184, loss: 1.8184, grad_norm: 5.8387 2020-10-11 09:39:12,784 - mmaction - INFO - Epoch [8][2120/5010] lr: 7.500e-03, eta: 2 days, 14:03:51, time: 0.970, data_time: 0.007, memory: 10398, top1_acc: 0.5562, top5_acc: 0.7875, loss_cls: 1.8482, loss: 1.8482, grad_norm: 5.9811 2020-10-11 09:39:32,817 - mmaction - INFO - Epoch [8][2140/5010] lr: 7.500e-03, eta: 2 days, 14:03:25, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.5417, top5_acc: 0.7969, loss_cls: 1.8597, loss: 1.8597, grad_norm: 6.0550 2020-10-11 09:39:53,162 - mmaction - INFO - Epoch [8][2160/5010] lr: 7.500e-03, eta: 2 days, 14:03:00, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.5771, top5_acc: 0.7990, loss_cls: 1.8290, loss: 1.8290, grad_norm: 5.6142 2020-10-11 09:40:12,245 - mmaction - INFO - Epoch [8][2180/5010] lr: 7.500e-03, eta: 2 days, 14:02:29, time: 0.954, data_time: 0.004, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8125, loss_cls: 1.7610, loss: 1.7610, grad_norm: 5.7822 2020-10-11 09:40:31,450 - mmaction - INFO - Epoch [8][2200/5010] lr: 7.500e-03, eta: 2 days, 14:01:58, time: 0.960, data_time: 0.002, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8031, loss_cls: 1.7621, loss: 1.7621, grad_norm: 5.7165 2020-10-11 09:40:51,399 - mmaction - INFO - Epoch [8][2220/5010] lr: 7.500e-03, eta: 2 days, 14:01:31, time: 0.995, data_time: 0.007, memory: 10398, top1_acc: 0.5448, top5_acc: 0.7917, loss_cls: 1.8261, loss: 1.8261, grad_norm: 5.7040 2020-10-11 09:41:11,884 - mmaction - INFO - Epoch [8][2240/5010] lr: 7.500e-03, eta: 2 days, 14:01:07, time: 1.027, data_time: 0.007, memory: 10398, top1_acc: 0.5729, top5_acc: 0.7927, loss_cls: 1.7947, loss: 1.7947, grad_norm: 5.7720 2020-10-11 09:41:32,430 - mmaction - INFO - Epoch [8][2260/5010] lr: 7.500e-03, eta: 2 days, 14:00:44, time: 1.027, data_time: 0.002, memory: 10398, top1_acc: 0.5667, top5_acc: 0.8115, loss_cls: 1.8152, loss: 1.8152, grad_norm: 5.8605 2020-10-11 09:41:52,011 - mmaction - INFO - Epoch [8][2280/5010] lr: 7.500e-03, eta: 2 days, 14:00:15, time: 0.977, data_time: 0.005, memory: 10398, top1_acc: 0.5333, top5_acc: 0.7958, loss_cls: 1.8955, loss: 1.8955, grad_norm: 6.0165 2020-10-11 09:42:12,192 - mmaction - INFO - Epoch [8][2300/5010] lr: 7.500e-03, eta: 2 days, 13:59:50, time: 1.012, data_time: 0.007, memory: 10398, top1_acc: 0.5604, top5_acc: 0.7979, loss_cls: 1.8067, loss: 1.8067, grad_norm: 5.7313 2020-10-11 09:42:31,690 - mmaction - INFO - Epoch [8][2320/5010] lr: 7.500e-03, eta: 2 days, 13:59:21, time: 0.972, data_time: 0.005, memory: 10398, top1_acc: 0.5417, top5_acc: 0.7896, loss_cls: 1.9248, loss: 1.9248, grad_norm: 5.9463 2020-10-11 09:42:51,344 - mmaction - INFO - Epoch [8][2340/5010] lr: 7.500e-03, eta: 2 days, 13:58:53, time: 0.985, data_time: 0.008, memory: 10398, top1_acc: 0.5344, top5_acc: 0.7990, loss_cls: 1.8811, loss: 1.8811, grad_norm: 6.1838 2020-10-11 09:43:11,652 - mmaction - INFO - Epoch [8][2360/5010] lr: 7.500e-03, eta: 2 days, 13:58:28, time: 1.015, data_time: 0.006, memory: 10398, top1_acc: 0.5625, top5_acc: 0.7802, loss_cls: 1.8718, loss: 1.8718, grad_norm: 6.0670 2020-10-11 09:43:31,063 - mmaction - INFO - Epoch [8][2380/5010] lr: 7.500e-03, eta: 2 days, 13:57:59, time: 0.971, data_time: 0.002, memory: 10398, top1_acc: 0.5427, top5_acc: 0.7938, loss_cls: 1.9208, loss: 1.9208, grad_norm: 6.0384 2020-10-11 09:43:50,506 - mmaction - INFO - Epoch [8][2400/5010] lr: 7.500e-03, eta: 2 days, 13:57:29, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.5500, top5_acc: 0.7854, loss_cls: 1.8681, loss: 1.8681, grad_norm: 5.9941 2020-10-11 09:44:11,093 - mmaction - INFO - Epoch [8][2420/5010] lr: 7.500e-03, eta: 2 days, 13:57:06, time: 1.027, data_time: 0.007, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8156, loss_cls: 1.7598, loss: 1.7598, grad_norm: 6.0864 2020-10-11 09:44:31,949 - mmaction - INFO - Epoch [8][2440/5010] lr: 7.500e-03, eta: 2 days, 13:56:44, time: 1.042, data_time: 0.006, memory: 10398, top1_acc: 0.5490, top5_acc: 0.7885, loss_cls: 1.8930, loss: 1.8930, grad_norm: 6.0689 2020-10-11 09:44:51,655 - mmaction - INFO - Epoch [8][2460/5010] lr: 7.500e-03, eta: 2 days, 13:56:17, time: 0.988, data_time: 0.007, memory: 10398, top1_acc: 0.5333, top5_acc: 0.8010, loss_cls: 1.8913, loss: 1.8913, grad_norm: 6.0187 2020-10-11 09:45:10,720 - mmaction - INFO - Epoch [8][2480/5010] lr: 7.500e-03, eta: 2 days, 13:55:45, time: 0.953, data_time: 0.003, memory: 10398, top1_acc: 0.5615, top5_acc: 0.7906, loss_cls: 1.8664, loss: 1.8664, grad_norm: 5.9480 2020-10-11 09:45:31,316 - mmaction - INFO - Epoch [8][2500/5010] lr: 7.500e-03, eta: 2 days, 13:55:22, time: 1.028, data_time: 0.002, memory: 10398, top1_acc: 0.5594, top5_acc: 0.7865, loss_cls: 1.8691, loss: 1.8691, grad_norm: 6.0212 2020-10-11 09:45:50,469 - mmaction - INFO - Epoch [8][2520/5010] lr: 7.500e-03, eta: 2 days, 13:54:51, time: 0.960, data_time: 0.007, memory: 10398, top1_acc: 0.5417, top5_acc: 0.7823, loss_cls: 1.8993, loss: 1.8993, grad_norm: 5.9476 2020-10-11 09:46:09,581 - mmaction - INFO - Epoch [8][2540/5010] lr: 7.500e-03, eta: 2 days, 13:54:19, time: 0.951, data_time: 0.006, memory: 10398, top1_acc: 0.5563, top5_acc: 0.7938, loss_cls: 1.8588, loss: 1.8588, grad_norm: 5.9310 2020-10-11 09:46:29,171 - mmaction - INFO - Epoch [8][2560/5010] lr: 7.500e-03, eta: 2 days, 13:53:51, time: 0.984, data_time: 0.008, memory: 10398, top1_acc: 0.5552, top5_acc: 0.8083, loss_cls: 1.7969, loss: 1.7969, grad_norm: 5.7699 2020-10-11 09:46:48,702 - mmaction - INFO - Epoch [8][2580/5010] lr: 7.500e-03, eta: 2 days, 13:53:23, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.5531, top5_acc: 0.8073, loss_cls: 1.8576, loss: 1.8576, grad_norm: 6.1001 2020-10-11 09:47:09,563 - mmaction - INFO - Epoch [8][2600/5010] lr: 7.500e-03, eta: 2 days, 13:53:01, time: 1.039, data_time: 0.005, memory: 10398, top1_acc: 0.5542, top5_acc: 0.7969, loss_cls: 1.8266, loss: 1.8266, grad_norm: 5.9165 2020-10-11 09:47:28,905 - mmaction - INFO - Epoch [8][2620/5010] lr: 7.500e-03, eta: 2 days, 13:52:31, time: 0.971, data_time: 0.009, memory: 10398, top1_acc: 0.5625, top5_acc: 0.7969, loss_cls: 1.8244, loss: 1.8244, grad_norm: 5.6502 2020-10-11 09:47:47,665 - mmaction - INFO - Epoch [8][2640/5010] lr: 7.500e-03, eta: 2 days, 13:51:58, time: 0.938, data_time: 0.002, memory: 10398, top1_acc: 0.5344, top5_acc: 0.7958, loss_cls: 1.8944, loss: 1.8944, grad_norm: 6.0575 2020-10-11 09:48:06,923 - mmaction - INFO - Epoch [8][2660/5010] lr: 7.500e-03, eta: 2 days, 13:51:28, time: 0.963, data_time: 0.005, memory: 10398, top1_acc: 0.5479, top5_acc: 0.7906, loss_cls: 1.8467, loss: 1.8467, grad_norm: 6.0388 2020-10-11 09:48:26,332 - mmaction - INFO - Epoch [8][2680/5010] lr: 7.500e-03, eta: 2 days, 13:50:58, time: 0.970, data_time: 0.002, memory: 10398, top1_acc: 0.5563, top5_acc: 0.7844, loss_cls: 1.9423, loss: 1.9423, grad_norm: 5.8992 2020-10-11 09:48:45,706 - mmaction - INFO - Epoch [8][2700/5010] lr: 7.500e-03, eta: 2 days, 13:50:28, time: 0.969, data_time: 0.002, memory: 10398, top1_acc: 0.5562, top5_acc: 0.7958, loss_cls: 1.8899, loss: 1.8899, grad_norm: 6.0602 2020-10-11 09:49:04,823 - mmaction - INFO - Epoch [8][2720/5010] lr: 7.500e-03, eta: 2 days, 13:49:57, time: 0.953, data_time: 0.006, memory: 10398, top1_acc: 0.5365, top5_acc: 0.7813, loss_cls: 1.9554, loss: 1.9554, grad_norm: 5.8995 2020-10-11 09:49:24,099 - mmaction - INFO - Epoch [8][2740/5010] lr: 7.500e-03, eta: 2 days, 13:49:27, time: 0.967, data_time: 0.008, memory: 10398, top1_acc: 0.5542, top5_acc: 0.7896, loss_cls: 1.8775, loss: 1.8775, grad_norm: 5.9209 2020-10-11 09:49:43,450 - mmaction - INFO - Epoch [8][2760/5010] lr: 7.500e-03, eta: 2 days, 13:48:57, time: 0.968, data_time: 0.002, memory: 10398, top1_acc: 0.5771, top5_acc: 0.7990, loss_cls: 1.7859, loss: 1.7859, grad_norm: 6.1158 2020-10-11 09:50:02,514 - mmaction - INFO - Epoch [8][2780/5010] lr: 7.500e-03, eta: 2 days, 13:48:26, time: 0.953, data_time: 0.005, memory: 10398, top1_acc: 0.5563, top5_acc: 0.7906, loss_cls: 1.8490, loss: 1.8490, grad_norm: 5.9960 2020-10-11 09:50:21,940 - mmaction - INFO - Epoch [8][2800/5010] lr: 7.500e-03, eta: 2 days, 13:47:56, time: 0.971, data_time: 0.002, memory: 10398, top1_acc: 0.5510, top5_acc: 0.7823, loss_cls: 1.9000, loss: 1.9000, grad_norm: 5.8210 2020-10-11 09:50:41,420 - mmaction - INFO - Epoch [8][2820/5010] lr: 7.500e-03, eta: 2 days, 13:47:27, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8010, loss_cls: 1.7804, loss: 1.7804, grad_norm: 5.6365 2020-10-11 09:51:00,838 - mmaction - INFO - Epoch [8][2840/5010] lr: 7.500e-03, eta: 2 days, 13:46:58, time: 0.971, data_time: 0.002, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8292, loss_cls: 1.7912, loss: 1.7912, grad_norm: 6.0521 2020-10-11 09:51:20,390 - mmaction - INFO - Epoch [8][2860/5010] lr: 7.500e-03, eta: 2 days, 13:46:29, time: 0.978, data_time: 0.002, memory: 10398, top1_acc: 0.5615, top5_acc: 0.7990, loss_cls: 1.8502, loss: 1.8502, grad_norm: 6.1018 2020-10-11 09:51:39,917 - mmaction - INFO - Epoch [8][2880/5010] lr: 7.500e-03, eta: 2 days, 13:46:01, time: 0.976, data_time: 0.006, memory: 10398, top1_acc: 0.5604, top5_acc: 0.8177, loss_cls: 1.8405, loss: 1.8405, grad_norm: 5.8696 2020-10-11 09:51:59,544 - mmaction - INFO - Epoch [8][2900/5010] lr: 7.500e-03, eta: 2 days, 13:45:33, time: 0.981, data_time: 0.002, memory: 10398, top1_acc: 0.5729, top5_acc: 0.7906, loss_cls: 1.8393, loss: 1.8393, grad_norm: 5.6932 2020-10-11 09:52:19,243 - mmaction - INFO - Epoch [8][2920/5010] lr: 7.500e-03, eta: 2 days, 13:45:05, time: 0.984, data_time: 0.002, memory: 10398, top1_acc: 0.5552, top5_acc: 0.7948, loss_cls: 1.8838, loss: 1.8838, grad_norm: 6.1274 2020-10-11 09:52:38,173 - mmaction - INFO - Epoch [8][2940/5010] lr: 7.500e-03, eta: 2 days, 13:44:33, time: 0.948, data_time: 0.008, memory: 10398, top1_acc: 0.5677, top5_acc: 0.7917, loss_cls: 1.8654, loss: 1.8654, grad_norm: 5.8493 2020-10-11 09:52:58,175 - mmaction - INFO - Epoch [8][2960/5010] lr: 7.500e-03, eta: 2 days, 13:44:06, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.5479, top5_acc: 0.7708, loss_cls: 1.9530, loss: 1.9530, grad_norm: 6.0285 2020-10-11 09:53:17,610 - mmaction - INFO - Epoch [8][2980/5010] lr: 7.500e-03, eta: 2 days, 13:43:37, time: 0.974, data_time: 0.008, memory: 10398, top1_acc: 0.5604, top5_acc: 0.8031, loss_cls: 1.8402, loss: 1.8402, grad_norm: 6.1609 2020-10-11 09:53:37,070 - mmaction - INFO - Epoch [8][3000/5010] lr: 7.500e-03, eta: 2 days, 13:43:08, time: 0.973, data_time: 0.007, memory: 10398, top1_acc: 0.5552, top5_acc: 0.7958, loss_cls: 1.8834, loss: 1.8834, grad_norm: 5.7726 2020-10-11 09:53:57,087 - mmaction - INFO - Epoch [8][3020/5010] lr: 7.500e-03, eta: 2 days, 13:42:42, time: 1.001, data_time: 0.002, memory: 10398, top1_acc: 0.5521, top5_acc: 0.7854, loss_cls: 1.9057, loss: 1.9057, grad_norm: 5.8422 2020-10-11 09:54:16,253 - mmaction - INFO - Epoch [8][3040/5010] lr: 7.500e-03, eta: 2 days, 13:42:12, time: 0.958, data_time: 0.002, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8208, loss_cls: 1.7327, loss: 1.7327, grad_norm: 5.7787 2020-10-11 09:54:35,652 - mmaction - INFO - Epoch [8][3060/5010] lr: 7.500e-03, eta: 2 days, 13:41:42, time: 0.970, data_time: 0.005, memory: 10398, top1_acc: 0.5708, top5_acc: 0.8073, loss_cls: 1.8032, loss: 1.8032, grad_norm: 5.8827 2020-10-11 09:54:55,240 - mmaction - INFO - Epoch [8][3080/5010] lr: 7.500e-03, eta: 2 days, 13:41:14, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8031, loss_cls: 1.8274, loss: 1.8274, grad_norm: 6.0001 2020-10-11 09:55:14,621 - mmaction - INFO - Epoch [8][3100/5010] lr: 7.500e-03, eta: 2 days, 13:40:45, time: 0.969, data_time: 0.002, memory: 10398, top1_acc: 0.5552, top5_acc: 0.7938, loss_cls: 1.8473, loss: 1.8473, grad_norm: 6.1393 2020-10-11 09:55:34,284 - mmaction - INFO - Epoch [8][3120/5010] lr: 7.500e-03, eta: 2 days, 13:40:16, time: 0.981, data_time: 0.006, memory: 10398, top1_acc: 0.5615, top5_acc: 0.7990, loss_cls: 1.7714, loss: 1.7714, grad_norm: 5.8247 2020-10-11 09:55:54,006 - mmaction - INFO - Epoch [8][3140/5010] lr: 7.500e-03, eta: 2 days, 13:39:49, time: 0.988, data_time: 0.008, memory: 10398, top1_acc: 0.5635, top5_acc: 0.7906, loss_cls: 1.8641, loss: 1.8641, grad_norm: 6.1433 2020-10-11 09:56:14,963 - mmaction - INFO - Epoch [8][3160/5010] lr: 7.500e-03, eta: 2 days, 13:39:29, time: 1.048, data_time: 0.002, memory: 10398, top1_acc: 0.5375, top5_acc: 0.7740, loss_cls: 2.0019, loss: 2.0019, grad_norm: 6.1686 2020-10-11 09:56:33,667 - mmaction - INFO - Epoch [8][3180/5010] lr: 7.500e-03, eta: 2 days, 13:38:55, time: 0.931, data_time: 0.005, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8177, loss_cls: 1.7923, loss: 1.7923, grad_norm: 5.7997 2020-10-11 09:56:52,944 - mmaction - INFO - Epoch [8][3200/5010] lr: 7.500e-03, eta: 2 days, 13:38:25, time: 0.969, data_time: 0.008, memory: 10398, top1_acc: 0.5573, top5_acc: 0.7844, loss_cls: 1.8654, loss: 1.8654, grad_norm: 6.1370 2020-10-11 09:57:12,820 - mmaction - INFO - Epoch [8][3220/5010] lr: 7.500e-03, eta: 2 days, 13:37:59, time: 0.993, data_time: 0.006, memory: 10398, top1_acc: 0.5646, top5_acc: 0.7813, loss_cls: 1.8781, loss: 1.8781, grad_norm: 5.8100 2020-10-11 09:57:32,030 - mmaction - INFO - Epoch [8][3240/5010] lr: 7.500e-03, eta: 2 days, 13:37:28, time: 0.961, data_time: 0.003, memory: 10398, top1_acc: 0.5646, top5_acc: 0.7906, loss_cls: 1.8677, loss: 1.8677, grad_norm: 5.6932 2020-10-11 09:57:51,856 - mmaction - INFO - Epoch [8][3260/5010] lr: 7.500e-03, eta: 2 days, 13:37:01, time: 0.986, data_time: 0.006, memory: 10398, top1_acc: 0.5802, top5_acc: 0.8167, loss_cls: 1.7196, loss: 1.7196, grad_norm: 5.9158 2020-10-11 09:58:12,261 - mmaction - INFO - Epoch [8][3280/5010] lr: 7.500e-03, eta: 2 days, 13:36:38, time: 1.026, data_time: 0.008, memory: 10398, top1_acc: 0.5521, top5_acc: 0.7875, loss_cls: 1.8223, loss: 1.8223, grad_norm: 6.1172 2020-10-11 09:58:32,058 - mmaction - INFO - Epoch [8][3300/5010] lr: 7.500e-03, eta: 2 days, 13:36:11, time: 0.990, data_time: 0.006, memory: 10398, top1_acc: 0.5521, top5_acc: 0.7937, loss_cls: 1.8633, loss: 1.8633, grad_norm: 5.7210 2020-10-11 09:58:53,351 - mmaction - INFO - Epoch [8][3320/5010] lr: 7.500e-03, eta: 2 days, 13:35:52, time: 1.065, data_time: 0.002, memory: 10398, top1_acc: 0.5365, top5_acc: 0.7885, loss_cls: 1.9583, loss: 1.9583, grad_norm: 6.0202 2020-10-11 09:59:11,728 - mmaction - INFO - Epoch [8][3340/5010] lr: 7.500e-03, eta: 2 days, 13:35:17, time: 0.918, data_time: 0.003, memory: 10398, top1_acc: 0.5469, top5_acc: 0.7750, loss_cls: 1.9100, loss: 1.9100, grad_norm: 5.8089 2020-10-11 09:59:30,940 - mmaction - INFO - Epoch [8][3360/5010] lr: 7.500e-03, eta: 2 days, 13:34:46, time: 0.958, data_time: 0.005, memory: 10398, top1_acc: 0.5677, top5_acc: 0.8021, loss_cls: 1.8035, loss: 1.8035, grad_norm: 5.8185 2020-10-11 09:59:50,417 - mmaction - INFO - Epoch [8][3380/5010] lr: 7.500e-03, eta: 2 days, 13:34:17, time: 0.971, data_time: 0.010, memory: 10398, top1_acc: 0.5396, top5_acc: 0.8000, loss_cls: 1.8652, loss: 1.8652, grad_norm: 6.0591 2020-10-11 10:00:12,343 - mmaction - INFO - Epoch [8][3400/5010] lr: 7.500e-03, eta: 2 days, 13:34:02, time: 1.097, data_time: 0.035, memory: 10398, top1_acc: 0.5406, top5_acc: 0.7729, loss_cls: 1.9457, loss: 1.9457, grad_norm: 6.2477 2020-10-11 10:00:36,122 - mmaction - INFO - Epoch [8][3420/5010] lr: 7.500e-03, eta: 2 days, 13:33:56, time: 1.177, data_time: 0.013, memory: 10398, top1_acc: 0.5500, top5_acc: 0.7979, loss_cls: 1.8547, loss: 1.8547, grad_norm: 5.7752 2020-10-11 10:00:54,920 - mmaction - INFO - Epoch [8][3440/5010] lr: 7.500e-03, eta: 2 days, 13:33:25, time: 0.956, data_time: 0.030, memory: 10398, top1_acc: 0.5500, top5_acc: 0.7844, loss_cls: 1.8763, loss: 1.8763, grad_norm: 5.9131 2020-10-11 10:01:14,503 - mmaction - INFO - Epoch [8][3460/5010] lr: 7.500e-03, eta: 2 days, 13:32:57, time: 0.979, data_time: 0.002, memory: 10398, top1_acc: 0.5135, top5_acc: 0.7885, loss_cls: 1.9623, loss: 1.9623, grad_norm: 6.2717 2020-10-11 10:01:34,226 - mmaction - INFO - Epoch [8][3480/5010] lr: 7.500e-03, eta: 2 days, 13:32:29, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.5750, top5_acc: 0.8052, loss_cls: 1.8142, loss: 1.8142, grad_norm: 5.8022 2020-10-11 10:01:52,872 - mmaction - INFO - Epoch [8][3500/5010] lr: 7.500e-03, eta: 2 days, 13:31:56, time: 0.935, data_time: 0.008, memory: 10398, top1_acc: 0.5625, top5_acc: 0.8094, loss_cls: 1.7926, loss: 1.7926, grad_norm: 6.1013 2020-10-11 10:02:12,103 - mmaction - INFO - Epoch [8][3520/5010] lr: 7.500e-03, eta: 2 days, 13:31:25, time: 0.955, data_time: 0.005, memory: 10398, top1_acc: 0.5417, top5_acc: 0.7719, loss_cls: 1.9419, loss: 1.9419, grad_norm: 6.0165 2020-10-11 10:02:31,886 - mmaction - INFO - Epoch [8][3540/5010] lr: 7.500e-03, eta: 2 days, 13:30:59, time: 0.996, data_time: 0.009, memory: 10398, top1_acc: 0.5469, top5_acc: 0.7792, loss_cls: 1.8803, loss: 1.8803, grad_norm: 5.9998 2020-10-11 10:02:51,849 - mmaction - INFO - Epoch [8][3560/5010] lr: 7.500e-03, eta: 2 days, 13:30:33, time: 0.998, data_time: 0.002, memory: 10398, top1_acc: 0.5448, top5_acc: 0.7917, loss_cls: 1.8853, loss: 1.8853, grad_norm: 5.9304 2020-10-11 10:03:10,457 - mmaction - INFO - Epoch [8][3580/5010] lr: 7.500e-03, eta: 2 days, 13:29:59, time: 0.930, data_time: 0.005, memory: 10398, top1_acc: 0.5406, top5_acc: 0.7833, loss_cls: 1.8938, loss: 1.8938, grad_norm: 6.1567 2020-10-11 10:03:29,633 - mmaction - INFO - Epoch [8][3600/5010] lr: 7.500e-03, eta: 2 days, 13:29:29, time: 0.959, data_time: 0.002, memory: 10398, top1_acc: 0.5677, top5_acc: 0.8104, loss_cls: 1.7991, loss: 1.7991, grad_norm: 5.8145 2020-10-11 10:03:49,817 - mmaction - INFO - Epoch [8][3620/5010] lr: 7.500e-03, eta: 2 days, 13:29:04, time: 1.009, data_time: 0.002, memory: 10398, top1_acc: 0.5750, top5_acc: 0.7979, loss_cls: 1.7912, loss: 1.7912, grad_norm: 5.8455 2020-10-11 10:04:09,873 - mmaction - INFO - Epoch [8][3640/5010] lr: 7.500e-03, eta: 2 days, 13:28:38, time: 1.001, data_time: 0.007, memory: 10398, top1_acc: 0.5500, top5_acc: 0.7719, loss_cls: 1.9024, loss: 1.9024, grad_norm: 5.8108 2020-10-11 10:04:29,128 - mmaction - INFO - Epoch [8][3660/5010] lr: 7.500e-03, eta: 2 days, 13:28:09, time: 0.965, data_time: 0.007, memory: 10398, top1_acc: 0.5385, top5_acc: 0.7677, loss_cls: 1.9472, loss: 1.9472, grad_norm: 6.0680 2020-10-11 10:04:48,076 - mmaction - INFO - Epoch [8][3680/5010] lr: 7.500e-03, eta: 2 days, 13:27:37, time: 0.947, data_time: 0.002, memory: 10398, top1_acc: 0.5521, top5_acc: 0.7854, loss_cls: 1.9274, loss: 1.9274, grad_norm: 5.9584 2020-10-11 10:05:07,491 - mmaction - INFO - Epoch [8][3700/5010] lr: 7.500e-03, eta: 2 days, 13:27:08, time: 0.971, data_time: 0.005, memory: 10398, top1_acc: 0.5427, top5_acc: 0.7958, loss_cls: 1.8948, loss: 1.8948, grad_norm: 6.1805 2020-10-11 10:05:26,915 - mmaction - INFO - Epoch [8][3720/5010] lr: 7.500e-03, eta: 2 days, 13:26:39, time: 0.971, data_time: 0.002, memory: 10398, top1_acc: 0.5448, top5_acc: 0.7802, loss_cls: 1.9461, loss: 1.9461, grad_norm: 6.1103 2020-10-11 10:05:46,135 - mmaction - INFO - Epoch [8][3740/5010] lr: 7.500e-03, eta: 2 days, 13:26:09, time: 0.961, data_time: 0.002, memory: 10398, top1_acc: 0.5740, top5_acc: 0.7917, loss_cls: 1.8739, loss: 1.8739, grad_norm: 5.7843 2020-10-11 10:06:05,324 - mmaction - INFO - Epoch [8][3760/5010] lr: 7.500e-03, eta: 2 days, 13:25:39, time: 0.957, data_time: 0.006, memory: 10398, top1_acc: 0.5573, top5_acc: 0.7906, loss_cls: 1.9045, loss: 1.9045, grad_norm: 6.0876 2020-10-11 10:06:24,961 - mmaction - INFO - Epoch [8][3780/5010] lr: 7.500e-03, eta: 2 days, 13:25:11, time: 0.984, data_time: 0.007, memory: 10398, top1_acc: 0.5292, top5_acc: 0.7802, loss_cls: 1.9596, loss: 1.9596, grad_norm: 6.0726 2020-10-11 10:06:45,273 - mmaction - INFO - Epoch [8][3800/5010] lr: 7.500e-03, eta: 2 days, 13:24:47, time: 1.015, data_time: 0.002, memory: 10398, top1_acc: 0.5313, top5_acc: 0.7844, loss_cls: 1.9464, loss: 1.9464, grad_norm: 6.1931 2020-10-11 10:07:04,635 - mmaction - INFO - Epoch [8][3820/5010] lr: 7.500e-03, eta: 2 days, 13:24:18, time: 0.968, data_time: 0.006, memory: 10398, top1_acc: 0.5531, top5_acc: 0.7656, loss_cls: 1.9452, loss: 1.9452, grad_norm: 5.8060 2020-10-11 10:07:24,726 - mmaction - INFO - Epoch [8][3840/5010] lr: 7.500e-03, eta: 2 days, 13:23:53, time: 1.005, data_time: 0.002, memory: 10398, top1_acc: 0.5615, top5_acc: 0.7979, loss_cls: 1.8705, loss: 1.8705, grad_norm: 5.8316 2020-10-11 10:07:43,406 - mmaction - INFO - Epoch [8][3860/5010] lr: 7.500e-03, eta: 2 days, 13:23:20, time: 0.934, data_time: 0.002, memory: 10398, top1_acc: 0.5583, top5_acc: 0.8000, loss_cls: 1.8453, loss: 1.8453, grad_norm: 5.8658 2020-10-11 10:08:03,308 - mmaction - INFO - Epoch [8][3880/5010] lr: 7.500e-03, eta: 2 days, 13:22:54, time: 0.995, data_time: 0.005, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8073, loss_cls: 1.7834, loss: 1.7834, grad_norm: 5.8033 2020-10-11 10:08:23,396 - mmaction - INFO - Epoch [8][3900/5010] lr: 7.500e-03, eta: 2 days, 13:22:28, time: 1.004, data_time: 0.002, memory: 10398, top1_acc: 0.5677, top5_acc: 0.7896, loss_cls: 1.7906, loss: 1.7906, grad_norm: 5.7390 2020-10-11 10:08:42,392 - mmaction - INFO - Epoch [8][3920/5010] lr: 7.500e-03, eta: 2 days, 13:21:57, time: 0.950, data_time: 0.002, memory: 10398, top1_acc: 0.5531, top5_acc: 0.7958, loss_cls: 1.8802, loss: 1.8802, grad_norm: 5.7956 2020-10-11 10:09:01,993 - mmaction - INFO - Epoch [8][3940/5010] lr: 7.500e-03, eta: 2 days, 13:21:29, time: 0.980, data_time: 0.006, memory: 10398, top1_acc: 0.5594, top5_acc: 0.7760, loss_cls: 1.8609, loss: 1.8609, grad_norm: 6.0693 2020-10-11 10:09:22,946 - mmaction - INFO - Epoch [8][3960/5010] lr: 7.500e-03, eta: 2 days, 13:21:09, time: 1.047, data_time: 0.002, memory: 10398, top1_acc: 0.5542, top5_acc: 0.7896, loss_cls: 1.9073, loss: 1.9073, grad_norm: 6.0638 2020-10-11 10:09:41,424 - mmaction - INFO - Epoch [8][3980/5010] lr: 7.500e-03, eta: 2 days, 13:20:35, time: 0.924, data_time: 0.002, memory: 10398, top1_acc: 0.5625, top5_acc: 0.7979, loss_cls: 1.8759, loss: 1.8759, grad_norm: 5.7698 2020-10-11 10:10:01,078 - mmaction - INFO - Epoch [8][4000/5010] lr: 7.500e-03, eta: 2 days, 13:20:07, time: 0.983, data_time: 0.006, memory: 10398, top1_acc: 0.5406, top5_acc: 0.7917, loss_cls: 1.9936, loss: 1.9936, grad_norm: 6.0469 2020-10-11 10:10:20,718 - mmaction - INFO - Epoch [8][4020/5010] lr: 7.500e-03, eta: 2 days, 13:19:40, time: 0.982, data_time: 0.002, memory: 10398, top1_acc: 0.5427, top5_acc: 0.7813, loss_cls: 1.9441, loss: 1.9441, grad_norm: 5.9450 2020-10-11 10:10:40,981 - mmaction - INFO - Epoch [8][4040/5010] lr: 7.500e-03, eta: 2 days, 13:19:15, time: 1.013, data_time: 0.006, memory: 10398, top1_acc: 0.5406, top5_acc: 0.8063, loss_cls: 1.8660, loss: 1.8660, grad_norm: 5.6394 2020-10-11 10:11:00,115 - mmaction - INFO - Epoch [8][4060/5010] lr: 7.500e-03, eta: 2 days, 13:18:45, time: 0.957, data_time: 0.002, memory: 10398, top1_acc: 0.5656, top5_acc: 0.7927, loss_cls: 1.8284, loss: 1.8284, grad_norm: 5.7717 2020-10-11 10:11:19,543 - mmaction - INFO - Epoch [8][4080/5010] lr: 7.500e-03, eta: 2 days, 13:18:16, time: 0.971, data_time: 0.002, memory: 10398, top1_acc: 0.5427, top5_acc: 0.7854, loss_cls: 1.8975, loss: 1.8975, grad_norm: 5.8634 2020-10-11 10:11:38,812 - mmaction - INFO - Epoch [8][4100/5010] lr: 7.500e-03, eta: 2 days, 13:17:47, time: 0.963, data_time: 0.005, memory: 10398, top1_acc: 0.5531, top5_acc: 0.7833, loss_cls: 1.8600, loss: 1.8600, grad_norm: 5.9159 2020-10-11 10:11:58,610 - mmaction - INFO - Epoch [8][4120/5010] lr: 7.500e-03, eta: 2 days, 13:17:20, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.5552, top5_acc: 0.7969, loss_cls: 1.8786, loss: 1.8786, grad_norm: 5.8707 2020-10-11 10:12:18,169 - mmaction - INFO - Epoch [8][4140/5010] lr: 7.500e-03, eta: 2 days, 13:16:52, time: 0.978, data_time: 0.003, memory: 10398, top1_acc: 0.5667, top5_acc: 0.7958, loss_cls: 1.8642, loss: 1.8642, grad_norm: 5.9508 2020-10-11 10:12:37,531 - mmaction - INFO - Epoch [8][4160/5010] lr: 7.500e-03, eta: 2 days, 13:16:23, time: 0.968, data_time: 0.006, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8198, loss_cls: 1.6976, loss: 1.6976, grad_norm: 5.8394 2020-10-11 10:12:57,291 - mmaction - INFO - Epoch [8][4180/5010] lr: 7.500e-03, eta: 2 days, 13:15:56, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.5583, top5_acc: 0.7917, loss_cls: 1.8433, loss: 1.8433, grad_norm: 5.8469 2020-10-11 10:13:16,387 - mmaction - INFO - Epoch [8][4200/5010] lr: 7.500e-03, eta: 2 days, 13:15:25, time: 0.955, data_time: 0.002, memory: 10398, top1_acc: 0.5313, top5_acc: 0.7562, loss_cls: 1.9843, loss: 1.9843, grad_norm: 5.9347 2020-10-11 10:13:36,246 - mmaction - INFO - Epoch [8][4220/5010] lr: 7.500e-03, eta: 2 days, 13:14:59, time: 0.993, data_time: 0.006, memory: 10398, top1_acc: 0.5490, top5_acc: 0.8021, loss_cls: 1.7789, loss: 1.7789, grad_norm: 5.7894 2020-10-11 10:13:56,884 - mmaction - INFO - Epoch [8][4240/5010] lr: 7.500e-03, eta: 2 days, 13:14:37, time: 1.032, data_time: 0.002, memory: 10398, top1_acc: 0.5708, top5_acc: 0.8125, loss_cls: 1.7719, loss: 1.7719, grad_norm: 5.8014 2020-10-11 10:14:16,782 - mmaction - INFO - Epoch [8][4260/5010] lr: 7.500e-03, eta: 2 days, 13:14:11, time: 0.995, data_time: 0.002, memory: 10398, top1_acc: 0.5594, top5_acc: 0.7740, loss_cls: 1.9276, loss: 1.9276, grad_norm: 5.7667 2020-10-11 10:14:36,369 - mmaction - INFO - Epoch [8][4280/5010] lr: 7.500e-03, eta: 2 days, 13:13:42, time: 0.971, data_time: 0.004, memory: 10398, top1_acc: 0.5531, top5_acc: 0.7875, loss_cls: 1.8672, loss: 1.8672, grad_norm: 5.9394 2020-10-11 10:14:56,689 - mmaction - INFO - Epoch [8][4300/5010] lr: 7.500e-03, eta: 2 days, 13:13:19, time: 1.023, data_time: 0.012, memory: 10398, top1_acc: 0.5333, top5_acc: 0.7948, loss_cls: 1.9076, loss: 1.9076, grad_norm: 6.0293 2020-10-11 10:15:15,660 - mmaction - INFO - Epoch [8][4320/5010] lr: 7.500e-03, eta: 2 days, 13:12:48, time: 0.950, data_time: 0.003, memory: 10398, top1_acc: 0.5490, top5_acc: 0.7979, loss_cls: 1.8405, loss: 1.8405, grad_norm: 5.8333 2020-10-11 10:15:34,811 - mmaction - INFO - Epoch [8][4340/5010] lr: 7.500e-03, eta: 2 days, 13:12:18, time: 0.958, data_time: 0.006, memory: 10398, top1_acc: 0.5594, top5_acc: 0.7885, loss_cls: 1.8797, loss: 1.8797, grad_norm: 5.9744 2020-10-11 10:15:54,375 - mmaction - INFO - Epoch [8][4360/5010] lr: 7.500e-03, eta: 2 days, 13:11:50, time: 0.978, data_time: 0.002, memory: 10398, top1_acc: 0.5521, top5_acc: 0.8010, loss_cls: 1.8761, loss: 1.8761, grad_norm: 5.8229 2020-10-11 10:16:13,097 - mmaction - INFO - Epoch [8][4380/5010] lr: 7.500e-03, eta: 2 days, 13:11:17, time: 0.937, data_time: 0.003, memory: 10398, top1_acc: 0.5458, top5_acc: 0.7781, loss_cls: 1.9071, loss: 1.9071, grad_norm: 5.9868 2020-10-11 10:16:32,481 - mmaction - INFO - Epoch [8][4400/5010] lr: 7.500e-03, eta: 2 days, 13:10:48, time: 0.966, data_time: 0.005, memory: 10398, top1_acc: 0.5719, top5_acc: 0.7833, loss_cls: 1.8335, loss: 1.8335, grad_norm: 5.7631 2020-10-11 10:16:51,633 - mmaction - INFO - Epoch [8][4420/5010] lr: 7.500e-03, eta: 2 days, 13:10:19, time: 0.961, data_time: 0.007, memory: 10398, top1_acc: 0.5688, top5_acc: 0.8104, loss_cls: 1.7607, loss: 1.7607, grad_norm: 5.8714 2020-10-11 10:17:10,764 - mmaction - INFO - Epoch [8][4440/5010] lr: 7.500e-03, eta: 2 days, 13:09:48, time: 0.953, data_time: 0.005, memory: 10398, top1_acc: 0.5656, top5_acc: 0.8031, loss_cls: 1.7927, loss: 1.7927, grad_norm: 5.8113 2020-10-11 10:17:30,895 - mmaction - INFO - Epoch [8][4460/5010] lr: 7.500e-03, eta: 2 days, 13:09:23, time: 1.007, data_time: 0.007, memory: 10398, top1_acc: 0.5646, top5_acc: 0.8073, loss_cls: 1.7727, loss: 1.7727, grad_norm: 5.9012 2020-10-11 10:17:50,043 - mmaction - INFO - Epoch [8][4480/5010] lr: 7.500e-03, eta: 2 days, 13:08:54, time: 0.961, data_time: 0.005, memory: 10398, top1_acc: 0.5594, top5_acc: 0.8104, loss_cls: 1.8188, loss: 1.8188, grad_norm: 6.0316 2020-10-11 10:18:08,993 - mmaction - INFO - Epoch [8][4500/5010] lr: 7.500e-03, eta: 2 days, 13:08:22, time: 0.947, data_time: 0.002, memory: 10398, top1_acc: 0.5448, top5_acc: 0.7865, loss_cls: 1.9495, loss: 1.9495, grad_norm: 5.9965 2020-10-11 10:18:28,660 - mmaction - INFO - Epoch [8][4520/5010] lr: 7.500e-03, eta: 2 days, 13:07:55, time: 0.984, data_time: 0.006, memory: 10398, top1_acc: 0.5750, top5_acc: 0.8031, loss_cls: 1.7963, loss: 1.7963, grad_norm: 5.7476 2020-10-11 10:18:47,647 - mmaction - INFO - Epoch [8][4540/5010] lr: 7.500e-03, eta: 2 days, 13:07:24, time: 0.949, data_time: 0.002, memory: 10398, top1_acc: 0.5344, top5_acc: 0.7896, loss_cls: 1.9090, loss: 1.9090, grad_norm: 5.8443 2020-10-11 10:19:07,948 - mmaction - INFO - Epoch [8][4560/5010] lr: 7.500e-03, eta: 2 days, 13:07:00, time: 1.013, data_time: 0.006, memory: 10398, top1_acc: 0.5510, top5_acc: 0.7823, loss_cls: 1.9505, loss: 1.9505, grad_norm: 5.8782 2020-10-11 10:19:27,321 - mmaction - INFO - Epoch [8][4580/5010] lr: 7.500e-03, eta: 2 days, 13:06:32, time: 0.971, data_time: 0.007, memory: 10398, top1_acc: 0.5729, top5_acc: 0.8062, loss_cls: 1.8111, loss: 1.8111, grad_norm: 5.6520 2020-10-11 10:19:46,563 - mmaction - INFO - Epoch [8][4600/5010] lr: 7.500e-03, eta: 2 days, 13:06:02, time: 0.962, data_time: 0.002, memory: 10398, top1_acc: 0.5615, top5_acc: 0.8094, loss_cls: 1.8024, loss: 1.8024, grad_norm: 5.8433 2020-10-11 10:20:06,080 - mmaction - INFO - Epoch [8][4620/5010] lr: 7.500e-03, eta: 2 days, 13:05:34, time: 0.973, data_time: 0.005, memory: 10398, top1_acc: 0.5688, top5_acc: 0.8177, loss_cls: 1.7737, loss: 1.7737, grad_norm: 5.9143 2020-10-11 10:20:25,062 - mmaction - INFO - Epoch [8][4640/5010] lr: 7.500e-03, eta: 2 days, 13:05:03, time: 0.951, data_time: 0.004, memory: 10398, top1_acc: 0.5563, top5_acc: 0.7969, loss_cls: 1.7796, loss: 1.7796, grad_norm: 5.8647 2020-10-11 10:20:44,985 - mmaction - INFO - Epoch [8][4660/5010] lr: 7.500e-03, eta: 2 days, 13:04:37, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.5604, top5_acc: 0.8021, loss_cls: 1.8508, loss: 1.8508, grad_norm: 5.9448 2020-10-11 10:21:04,721 - mmaction - INFO - Epoch [8][4680/5010] lr: 7.500e-03, eta: 2 days, 13:04:10, time: 0.990, data_time: 0.007, memory: 10398, top1_acc: 0.5250, top5_acc: 0.8104, loss_cls: 1.8922, loss: 1.8922, grad_norm: 6.2628 2020-10-11 10:21:23,545 - mmaction - INFO - Epoch [8][4700/5010] lr: 7.500e-03, eta: 2 days, 13:03:39, time: 0.942, data_time: 0.007, memory: 10398, top1_acc: 0.5354, top5_acc: 0.7875, loss_cls: 1.9195, loss: 1.9195, grad_norm: 6.2823 2020-10-11 10:21:43,181 - mmaction - INFO - Epoch [8][4720/5010] lr: 7.500e-03, eta: 2 days, 13:03:11, time: 0.982, data_time: 0.002, memory: 10398, top1_acc: 0.5750, top5_acc: 0.8010, loss_cls: 1.8173, loss: 1.8173, grad_norm: 5.6338 2020-10-11 10:22:02,409 - mmaction - INFO - Epoch [8][4740/5010] lr: 7.500e-03, eta: 2 days, 13:02:42, time: 0.961, data_time: 0.007, memory: 10398, top1_acc: 0.5406, top5_acc: 0.8115, loss_cls: 1.8154, loss: 1.8154, grad_norm: 5.7021 2020-10-11 10:22:21,484 - mmaction - INFO - Epoch [8][4760/5010] lr: 7.500e-03, eta: 2 days, 13:02:12, time: 0.954, data_time: 0.002, memory: 10398, top1_acc: 0.5677, top5_acc: 0.8073, loss_cls: 1.8094, loss: 1.8094, grad_norm: 5.6417 2020-10-11 10:22:40,721 - mmaction - INFO - Epoch [8][4780/5010] lr: 7.500e-03, eta: 2 days, 13:01:42, time: 0.961, data_time: 0.003, memory: 10398, top1_acc: 0.5625, top5_acc: 0.7927, loss_cls: 1.8712, loss: 1.8712, grad_norm: 5.9084 2020-10-11 10:23:00,760 - mmaction - INFO - Epoch [8][4800/5010] lr: 7.500e-03, eta: 2 days, 13:01:17, time: 1.003, data_time: 0.007, memory: 10398, top1_acc: 0.5542, top5_acc: 0.7948, loss_cls: 1.8531, loss: 1.8531, grad_norm: 5.9109 2020-10-11 10:23:20,755 - mmaction - INFO - Epoch [8][4820/5010] lr: 7.500e-03, eta: 2 days, 13:00:51, time: 0.999, data_time: 0.002, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8052, loss_cls: 1.8106, loss: 1.8106, grad_norm: 5.7744 2020-10-11 10:23:40,945 - mmaction - INFO - Epoch [8][4840/5010] lr: 7.500e-03, eta: 2 days, 13:00:27, time: 1.010, data_time: 0.005, memory: 10398, top1_acc: 0.5406, top5_acc: 0.8000, loss_cls: 1.8887, loss: 1.8887, grad_norm: 5.8407 2020-10-11 10:24:00,608 - mmaction - INFO - Epoch [8][4860/5010] lr: 7.500e-03, eta: 2 days, 13:00:00, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.5625, top5_acc: 0.8094, loss_cls: 1.8192, loss: 1.8192, grad_norm: 6.0873 2020-10-11 10:24:19,185 - mmaction - INFO - Epoch [8][4880/5010] lr: 7.500e-03, eta: 2 days, 12:59:27, time: 0.929, data_time: 0.002, memory: 10398, top1_acc: 0.5448, top5_acc: 0.7719, loss_cls: 1.9348, loss: 1.9348, grad_norm: 5.6735 2020-10-11 10:24:39,958 - mmaction - INFO - Epoch [8][4900/5010] lr: 7.500e-03, eta: 2 days, 12:59:06, time: 1.039, data_time: 0.005, memory: 10398, top1_acc: 0.5521, top5_acc: 0.8208, loss_cls: 1.7819, loss: 1.7819, grad_norm: 5.7743 2020-10-11 10:24:59,482 - mmaction - INFO - Epoch [8][4920/5010] lr: 7.500e-03, eta: 2 days, 12:58:38, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.5771, top5_acc: 0.7906, loss_cls: 1.8039, loss: 1.8039, grad_norm: 5.5344 2020-10-11 10:25:18,159 - mmaction - INFO - Epoch [8][4940/5010] lr: 7.500e-03, eta: 2 days, 12:58:06, time: 0.934, data_time: 0.002, memory: 10398, top1_acc: 0.5490, top5_acc: 0.8000, loss_cls: 1.8492, loss: 1.8492, grad_norm: 6.1043 2020-10-11 10:25:38,137 - mmaction - INFO - Epoch [8][4960/5010] lr: 7.500e-03, eta: 2 days, 12:57:40, time: 0.996, data_time: 0.006, memory: 10398, top1_acc: 0.5635, top5_acc: 0.8135, loss_cls: 1.8006, loss: 1.8006, grad_norm: 5.9050 2020-10-11 10:25:58,301 - mmaction - INFO - Epoch [8][4980/5010] lr: 7.500e-03, eta: 2 days, 12:57:16, time: 1.011, data_time: 0.008, memory: 10398, top1_acc: 0.5615, top5_acc: 0.7958, loss_cls: 1.8175, loss: 1.8175, grad_norm: 5.9148 2020-10-11 10:26:16,671 - mmaction - INFO - Epoch [8][5000/5010] lr: 7.500e-03, eta: 2 days, 12:56:42, time: 0.918, data_time: 0.002, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8021, loss_cls: 1.7445, loss: 1.7445, grad_norm: 5.8690 2020-10-11 10:26:58,641 - mmaction - INFO - Epoch [9][20/5010] lr: 7.500e-03, eta: 2 days, 12:56:18, time: 1.637, data_time: 0.769, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8198, loss_cls: 1.7117, loss: 1.7117, grad_norm: 6.0444 2020-10-11 10:27:16,082 - mmaction - INFO - Epoch [9][40/5010] lr: 7.500e-03, eta: 2 days, 12:55:39, time: 0.872, data_time: 0.002, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8063, loss_cls: 1.7247, loss: 1.7247, grad_norm: 5.9175 2020-10-11 10:27:35,657 - mmaction - INFO - Epoch [9][60/5010] lr: 7.500e-03, eta: 2 days, 12:55:12, time: 0.979, data_time: 0.006, memory: 10398, top1_acc: 0.5646, top5_acc: 0.8042, loss_cls: 1.7929, loss: 1.7929, grad_norm: 6.1051 2020-10-11 10:27:54,062 - mmaction - INFO - Epoch [9][80/5010] lr: 7.500e-03, eta: 2 days, 12:54:38, time: 0.920, data_time: 0.002, memory: 10398, top1_acc: 0.5594, top5_acc: 0.8094, loss_cls: 1.8097, loss: 1.8097, grad_norm: 6.1294 2020-10-11 10:28:13,281 - mmaction - INFO - Epoch [9][100/5010] lr: 7.500e-03, eta: 2 days, 12:54:09, time: 0.961, data_time: 0.003, memory: 10398, top1_acc: 0.5760, top5_acc: 0.8094, loss_cls: 1.7603, loss: 1.7603, grad_norm: 6.1007 2020-10-11 10:28:32,383 - mmaction - INFO - Epoch [9][120/5010] lr: 7.500e-03, eta: 2 days, 12:53:38, time: 0.951, data_time: 0.006, memory: 10398, top1_acc: 0.5698, top5_acc: 0.8000, loss_cls: 1.7856, loss: 1.7856, grad_norm: 5.8664 2020-10-11 10:28:51,900 - mmaction - INFO - Epoch [9][140/5010] lr: 7.500e-03, eta: 2 days, 12:53:11, time: 0.980, data_time: 0.008, memory: 10398, top1_acc: 0.5531, top5_acc: 0.8073, loss_cls: 1.8290, loss: 1.8290, grad_norm: 5.9039 2020-10-11 10:29:10,836 - mmaction - INFO - Epoch [9][160/5010] lr: 7.500e-03, eta: 2 days, 12:52:40, time: 0.945, data_time: 0.006, memory: 10398, top1_acc: 0.5677, top5_acc: 0.8063, loss_cls: 1.7734, loss: 1.7734, grad_norm: 5.9649 2020-10-11 10:29:30,298 - mmaction - INFO - Epoch [9][180/5010] lr: 7.500e-03, eta: 2 days, 12:52:12, time: 0.975, data_time: 0.008, memory: 10398, top1_acc: 0.5615, top5_acc: 0.8000, loss_cls: 1.7968, loss: 1.7968, grad_norm: 5.8852 2020-10-11 10:29:50,112 - mmaction - INFO - Epoch [9][200/5010] lr: 7.500e-03, eta: 2 days, 12:51:46, time: 0.991, data_time: 0.002, memory: 10398, top1_acc: 0.5688, top5_acc: 0.8198, loss_cls: 1.7458, loss: 1.7458, grad_norm: 6.0714 2020-10-11 10:30:09,092 - mmaction - INFO - Epoch [9][220/5010] lr: 7.500e-03, eta: 2 days, 12:51:15, time: 0.949, data_time: 0.006, memory: 10398, top1_acc: 0.5719, top5_acc: 0.7917, loss_cls: 1.8149, loss: 1.8149, grad_norm: 6.1085 2020-10-11 10:30:29,155 - mmaction - INFO - Epoch [9][240/5010] lr: 7.500e-03, eta: 2 days, 12:50:50, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.5552, top5_acc: 0.7958, loss_cls: 1.8491, loss: 1.8491, grad_norm: 6.1676 2020-10-11 10:30:47,962 - mmaction - INFO - Epoch [9][260/5010] lr: 7.500e-03, eta: 2 days, 12:50:19, time: 0.940, data_time: 0.002, memory: 10398, top1_acc: 0.5646, top5_acc: 0.8177, loss_cls: 1.7783, loss: 1.7783, grad_norm: 5.9345 2020-10-11 10:31:07,716 - mmaction - INFO - Epoch [9][280/5010] lr: 7.500e-03, eta: 2 days, 12:49:52, time: 0.985, data_time: 0.006, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8250, loss_cls: 1.6799, loss: 1.6799, grad_norm: 5.8398 2020-10-11 10:31:27,827 - mmaction - INFO - Epoch [9][300/5010] lr: 7.500e-03, eta: 2 days, 12:49:28, time: 1.008, data_time: 0.007, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8167, loss_cls: 1.7374, loss: 1.7374, grad_norm: 6.1042 2020-10-11 10:31:48,299 - mmaction - INFO - Epoch [9][320/5010] lr: 7.500e-03, eta: 2 days, 12:49:05, time: 1.024, data_time: 0.002, memory: 10398, top1_acc: 0.5500, top5_acc: 0.8010, loss_cls: 1.7952, loss: 1.7952, grad_norm: 5.9693 2020-10-11 10:32:07,213 - mmaction - INFO - Epoch [9][340/5010] lr: 7.500e-03, eta: 2 days, 12:48:34, time: 0.946, data_time: 0.005, memory: 10398, top1_acc: 0.5688, top5_acc: 0.8000, loss_cls: 1.7971, loss: 1.7971, grad_norm: 5.8508 2020-10-11 10:32:26,409 - mmaction - INFO - Epoch [9][360/5010] lr: 7.500e-03, eta: 2 days, 12:48:04, time: 0.957, data_time: 0.002, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8073, loss_cls: 1.7585, loss: 1.7585, grad_norm: 6.1540 2020-10-11 10:32:47,135 - mmaction - INFO - Epoch [9][380/5010] lr: 7.500e-03, eta: 2 days, 12:47:43, time: 1.039, data_time: 0.005, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8135, loss_cls: 1.7769, loss: 1.7769, grad_norm: 6.3570 2020-10-11 10:33:08,217 - mmaction - INFO - Epoch [9][400/5010] lr: 7.500e-03, eta: 2 days, 12:47:24, time: 1.055, data_time: 0.006, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8094, loss_cls: 1.7360, loss: 1.7360, grad_norm: 5.8252 2020-10-11 10:33:27,613 - mmaction - INFO - Epoch [9][420/5010] lr: 7.500e-03, eta: 2 days, 12:46:55, time: 0.967, data_time: 0.002, memory: 10398, top1_acc: 0.5698, top5_acc: 0.8250, loss_cls: 1.7429, loss: 1.7429, grad_norm: 5.9361 2020-10-11 10:33:47,211 - mmaction - INFO - Epoch [9][440/5010] lr: 7.500e-03, eta: 2 days, 12:46:28, time: 0.982, data_time: 0.008, memory: 10398, top1_acc: 0.5573, top5_acc: 0.8000, loss_cls: 1.8405, loss: 1.8405, grad_norm: 6.1377 2020-10-11 10:34:07,471 - mmaction - INFO - Epoch [9][460/5010] lr: 7.500e-03, eta: 2 days, 12:46:04, time: 1.013, data_time: 0.006, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8052, loss_cls: 1.7647, loss: 1.7647, grad_norm: 5.8552 2020-10-11 10:34:27,039 - mmaction - INFO - Epoch [9][480/5010] lr: 7.500e-03, eta: 2 days, 12:45:37, time: 0.979, data_time: 0.002, memory: 10398, top1_acc: 0.5708, top5_acc: 0.7896, loss_cls: 1.8653, loss: 1.8653, grad_norm: 5.8520 2020-10-11 10:34:45,851 - mmaction - INFO - Epoch [9][500/5010] lr: 7.500e-03, eta: 2 days, 12:45:05, time: 0.940, data_time: 0.002, memory: 10398, top1_acc: 0.5677, top5_acc: 0.8104, loss_cls: 1.8244, loss: 1.8244, grad_norm: 6.0838 2020-10-11 10:35:06,081 - mmaction - INFO - Epoch [9][520/5010] lr: 7.500e-03, eta: 2 days, 12:44:41, time: 1.007, data_time: 0.006, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8031, loss_cls: 1.7499, loss: 1.7499, grad_norm: 6.2337 2020-10-11 10:35:24,728 - mmaction - INFO - Epoch [9][540/5010] lr: 7.500e-03, eta: 2 days, 12:44:09, time: 0.937, data_time: 0.007, memory: 10398, top1_acc: 0.5687, top5_acc: 0.8146, loss_cls: 1.7686, loss: 1.7686, grad_norm: 5.8449 2020-10-11 10:35:44,164 - mmaction - INFO - Epoch [9][560/5010] lr: 7.500e-03, eta: 2 days, 12:43:41, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.5740, top5_acc: 0.7917, loss_cls: 1.8064, loss: 1.8064, grad_norm: 6.0871 2020-10-11 10:36:03,767 - mmaction - INFO - Epoch [9][580/5010] lr: 7.500e-03, eta: 2 days, 12:43:14, time: 0.980, data_time: 0.006, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8219, loss_cls: 1.7705, loss: 1.7705, grad_norm: 5.8745 2020-10-11 10:36:24,573 - mmaction - INFO - Epoch [9][600/5010] lr: 7.500e-03, eta: 2 days, 12:42:53, time: 1.040, data_time: 0.002, memory: 10398, top1_acc: 0.5563, top5_acc: 0.8021, loss_cls: 1.7823, loss: 1.7823, grad_norm: 5.8414 2020-10-11 10:36:44,087 - mmaction - INFO - Epoch [9][620/5010] lr: 7.500e-03, eta: 2 days, 12:42:25, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8031, loss_cls: 1.7992, loss: 1.7992, grad_norm: 5.8797 2020-10-11 10:37:03,014 - mmaction - INFO - Epoch [9][640/5010] lr: 7.500e-03, eta: 2 days, 12:41:54, time: 0.942, data_time: 0.005, memory: 10398, top1_acc: 0.5521, top5_acc: 0.8125, loss_cls: 1.8121, loss: 1.8121, grad_norm: 5.9783 2020-10-11 10:37:22,462 - mmaction - INFO - Epoch [9][660/5010] lr: 7.500e-03, eta: 2 days, 12:41:27, time: 0.977, data_time: 0.008, memory: 10398, top1_acc: 0.5552, top5_acc: 0.7812, loss_cls: 1.8794, loss: 1.8794, grad_norm: 5.7672 2020-10-11 10:37:41,782 - mmaction - INFO - Epoch [9][680/5010] lr: 7.500e-03, eta: 2 days, 12:40:58, time: 0.966, data_time: 0.002, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8073, loss_cls: 1.7967, loss: 1.7967, grad_norm: 5.9273 2020-10-11 10:38:02,800 - mmaction - INFO - Epoch [9][700/5010] lr: 7.500e-03, eta: 2 days, 12:40:38, time: 1.051, data_time: 0.006, memory: 10398, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.9368, loss: 1.9368, grad_norm: 5.9472 2020-10-11 10:38:22,328 - mmaction - INFO - Epoch [9][720/5010] lr: 7.500e-03, eta: 2 days, 12:40:11, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8333, loss_cls: 1.6817, loss: 1.6817, grad_norm: 5.8082 2020-10-11 10:38:41,254 - mmaction - INFO - Epoch [9][740/5010] lr: 7.500e-03, eta: 2 days, 12:39:40, time: 0.948, data_time: 0.003, memory: 10398, top1_acc: 0.5521, top5_acc: 0.7937, loss_cls: 1.8308, loss: 1.8308, grad_norm: 5.8761 2020-10-11 10:39:00,299 - mmaction - INFO - Epoch [9][760/5010] lr: 7.500e-03, eta: 2 days, 12:39:10, time: 0.952, data_time: 0.006, memory: 10398, top1_acc: 0.5323, top5_acc: 0.7990, loss_cls: 1.8569, loss: 1.8569, grad_norm: 6.0958 2020-10-11 10:39:19,310 - mmaction - INFO - Epoch [9][780/5010] lr: 7.500e-03, eta: 2 days, 12:38:40, time: 0.950, data_time: 0.002, memory: 10398, top1_acc: 0.5479, top5_acc: 0.8073, loss_cls: 1.8735, loss: 1.8735, grad_norm: 5.9035 2020-10-11 10:39:40,278 - mmaction - INFO - Epoch [9][800/5010] lr: 7.500e-03, eta: 2 days, 12:38:20, time: 1.045, data_time: 0.005, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8156, loss_cls: 1.7377, loss: 1.7377, grad_norm: 5.8550 2020-10-11 10:39:59,645 - mmaction - INFO - Epoch [9][820/5010] lr: 7.500e-03, eta: 2 days, 12:37:52, time: 0.972, data_time: 0.008, memory: 10398, top1_acc: 0.5521, top5_acc: 0.7875, loss_cls: 1.8962, loss: 1.8962, grad_norm: 6.2120 2020-10-11 10:40:19,509 - mmaction - INFO - Epoch [9][840/5010] lr: 7.500e-03, eta: 2 days, 12:37:26, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.5333, top5_acc: 0.7917, loss_cls: 1.8925, loss: 1.8925, grad_norm: 6.1516 2020-10-11 10:40:39,353 - mmaction - INFO - Epoch [9][860/5010] lr: 7.500e-03, eta: 2 days, 12:37:00, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8198, loss_cls: 1.7046, loss: 1.7046, grad_norm: 5.8732 2020-10-11 10:40:58,900 - mmaction - INFO - Epoch [9][880/5010] lr: 7.500e-03, eta: 2 days, 12:36:33, time: 0.977, data_time: 0.003, memory: 10398, top1_acc: 0.5510, top5_acc: 0.7896, loss_cls: 1.8740, loss: 1.8740, grad_norm: 5.7189 2020-10-11 10:41:18,394 - mmaction - INFO - Epoch [9][900/5010] lr: 7.500e-03, eta: 2 days, 12:36:05, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.5552, top5_acc: 0.7802, loss_cls: 1.9094, loss: 1.9094, grad_norm: 5.9682 2020-10-11 10:41:37,115 - mmaction - INFO - Epoch [9][920/5010] lr: 7.500e-03, eta: 2 days, 12:35:33, time: 0.934, data_time: 0.004, memory: 10398, top1_acc: 0.5656, top5_acc: 0.8104, loss_cls: 1.7746, loss: 1.7746, grad_norm: 6.0517 2020-10-11 10:41:55,894 - mmaction - INFO - Epoch [9][940/5010] lr: 7.500e-03, eta: 2 days, 12:35:02, time: 0.941, data_time: 0.008, memory: 10398, top1_acc: 0.5583, top5_acc: 0.7740, loss_cls: 1.8701, loss: 1.8701, grad_norm: 6.1267 2020-10-11 10:42:16,266 - mmaction - INFO - Epoch [9][960/5010] lr: 7.500e-03, eta: 2 days, 12:34:39, time: 1.019, data_time: 0.002, memory: 10398, top1_acc: 0.5531, top5_acc: 0.8073, loss_cls: 1.8221, loss: 1.8221, grad_norm: 5.9421 2020-10-11 10:42:35,125 - mmaction - INFO - Epoch [9][980/5010] lr: 7.500e-03, eta: 2 days, 12:34:08, time: 0.940, data_time: 0.006, memory: 10398, top1_acc: 0.5375, top5_acc: 0.7833, loss_cls: 1.9033, loss: 1.9033, grad_norm: 5.9982 2020-10-11 10:42:55,040 - mmaction - INFO - Epoch [9][1000/5010] lr: 7.500e-03, eta: 2 days, 12:33:43, time: 0.998, data_time: 0.007, memory: 10398, top1_acc: 0.5594, top5_acc: 0.7906, loss_cls: 1.8381, loss: 1.8381, grad_norm: 5.8732 2020-10-11 10:43:15,205 - mmaction - INFO - Epoch [9][1020/5010] lr: 7.500e-03, eta: 2 days, 12:33:19, time: 1.008, data_time: 0.007, memory: 10398, top1_acc: 0.5531, top5_acc: 0.7990, loss_cls: 1.8493, loss: 1.8493, grad_norm: 6.0486 2020-10-11 10:43:34,619 - mmaction - INFO - Epoch [9][1040/5010] lr: 7.500e-03, eta: 2 days, 12:32:50, time: 0.968, data_time: 0.002, memory: 10398, top1_acc: 0.5750, top5_acc: 0.8135, loss_cls: 1.7897, loss: 1.7897, grad_norm: 5.7704 2020-10-11 10:43:54,393 - mmaction - INFO - Epoch [9][1060/5010] lr: 7.500e-03, eta: 2 days, 12:32:24, time: 0.992, data_time: 0.008, memory: 10398, top1_acc: 0.5396, top5_acc: 0.8042, loss_cls: 1.8667, loss: 1.8667, grad_norm: 5.8011 2020-10-11 10:44:13,355 - mmaction - INFO - Epoch [9][1080/5010] lr: 7.500e-03, eta: 2 days, 12:31:54, time: 0.948, data_time: 0.002, memory: 10398, top1_acc: 0.5552, top5_acc: 0.8021, loss_cls: 1.8046, loss: 1.8046, grad_norm: 5.9424 2020-10-11 10:44:32,395 - mmaction - INFO - Epoch [9][1100/5010] lr: 7.500e-03, eta: 2 days, 12:31:24, time: 0.952, data_time: 0.003, memory: 10398, top1_acc: 0.5562, top5_acc: 0.7958, loss_cls: 1.8093, loss: 1.8093, grad_norm: 5.8933 2020-10-11 10:44:51,684 - mmaction - INFO - Epoch [9][1120/5010] lr: 7.500e-03, eta: 2 days, 12:30:55, time: 0.960, data_time: 0.004, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8292, loss_cls: 1.6345, loss: 1.6345, grad_norm: 5.7742 2020-10-11 10:45:10,834 - mmaction - INFO - Epoch [9][1140/5010] lr: 7.500e-03, eta: 2 days, 12:30:26, time: 0.962, data_time: 0.008, memory: 10398, top1_acc: 0.5625, top5_acc: 0.7958, loss_cls: 1.8490, loss: 1.8490, grad_norm: 6.0185 2020-10-11 10:45:30,741 - mmaction - INFO - Epoch [9][1160/5010] lr: 7.500e-03, eta: 2 days, 12:30:01, time: 0.992, data_time: 0.002, memory: 10398, top1_acc: 0.5406, top5_acc: 0.8010, loss_cls: 1.8467, loss: 1.8467, grad_norm: 6.0190 2020-10-11 10:45:50,565 - mmaction - INFO - Epoch [9][1180/5010] lr: 7.500e-03, eta: 2 days, 12:29:35, time: 0.994, data_time: 0.007, memory: 10398, top1_acc: 0.5740, top5_acc: 0.7969, loss_cls: 1.8345, loss: 1.8345, grad_norm: 5.8680 2020-10-11 10:46:10,048 - mmaction - INFO - Epoch [9][1200/5010] lr: 7.500e-03, eta: 2 days, 12:29:07, time: 0.971, data_time: 0.006, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8219, loss_cls: 1.7345, loss: 1.7345, grad_norm: 5.8613 2020-10-11 10:46:29,358 - mmaction - INFO - Epoch [9][1220/5010] lr: 7.500e-03, eta: 2 days, 12:28:39, time: 0.968, data_time: 0.008, memory: 10398, top1_acc: 0.5812, top5_acc: 0.8021, loss_cls: 1.7821, loss: 1.7821, grad_norm: 5.9360 2020-10-11 10:46:48,876 - mmaction - INFO - Epoch [9][1240/5010] lr: 7.500e-03, eta: 2 days, 12:28:12, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.5708, top5_acc: 0.8052, loss_cls: 1.7847, loss: 1.7847, grad_norm: 5.8961 2020-10-11 10:47:08,200 - mmaction - INFO - Epoch [9][1260/5010] lr: 7.500e-03, eta: 2 days, 12:27:43, time: 0.965, data_time: 0.007, memory: 10398, top1_acc: 0.5479, top5_acc: 0.7917, loss_cls: 1.8965, loss: 1.8965, grad_norm: 6.1160 2020-10-11 10:47:28,075 - mmaction - INFO - Epoch [9][1280/5010] lr: 7.500e-03, eta: 2 days, 12:27:18, time: 0.995, data_time: 0.003, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8250, loss_cls: 1.7128, loss: 1.7128, grad_norm: 5.8557 2020-10-11 10:47:46,774 - mmaction - INFO - Epoch [9][1300/5010] lr: 7.500e-03, eta: 2 days, 12:26:46, time: 0.935, data_time: 0.002, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8167, loss_cls: 1.6992, loss: 1.6992, grad_norm: 5.9220 2020-10-11 10:48:07,129 - mmaction - INFO - Epoch [9][1320/5010] lr: 7.500e-03, eta: 2 days, 12:26:23, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.5656, top5_acc: 0.7875, loss_cls: 1.8252, loss: 1.8252, grad_norm: 5.7530 2020-10-11 10:48:25,846 - mmaction - INFO - Epoch [9][1340/5010] lr: 7.500e-03, eta: 2 days, 12:25:52, time: 0.939, data_time: 0.007, memory: 10398, top1_acc: 0.5635, top5_acc: 0.7885, loss_cls: 1.8387, loss: 1.8387, grad_norm: 6.0976 2020-10-11 10:48:44,712 - mmaction - INFO - Epoch [9][1360/5010] lr: 7.500e-03, eta: 2 days, 12:25:21, time: 0.943, data_time: 0.002, memory: 10398, top1_acc: 0.5438, top5_acc: 0.8010, loss_cls: 1.8793, loss: 1.8793, grad_norm: 6.0960 2020-10-11 10:49:05,041 - mmaction - INFO - Epoch [9][1380/5010] lr: 7.500e-03, eta: 2 days, 12:24:58, time: 1.016, data_time: 0.006, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8094, loss_cls: 1.7399, loss: 1.7399, grad_norm: 5.7711 2020-10-11 10:49:24,107 - mmaction - INFO - Epoch [9][1400/5010] lr: 7.500e-03, eta: 2 days, 12:24:28, time: 0.952, data_time: 0.002, memory: 10398, top1_acc: 0.5615, top5_acc: 0.8000, loss_cls: 1.8268, loss: 1.8268, grad_norm: 6.1571 2020-10-11 10:49:43,274 - mmaction - INFO - Epoch [9][1420/5010] lr: 7.500e-03, eta: 2 days, 12:23:59, time: 0.960, data_time: 0.004, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8313, loss_cls: 1.6982, loss: 1.6982, grad_norm: 5.8293 2020-10-11 10:50:02,606 - mmaction - INFO - Epoch [9][1440/5010] lr: 7.500e-03, eta: 2 days, 12:23:31, time: 0.964, data_time: 0.006, memory: 10398, top1_acc: 0.5677, top5_acc: 0.8010, loss_cls: 1.7900, loss: 1.7900, grad_norm: 5.9463 2020-10-11 10:50:22,358 - mmaction - INFO - Epoch [9][1460/5010] lr: 7.500e-03, eta: 2 days, 12:23:05, time: 0.990, data_time: 0.005, memory: 10398, top1_acc: 0.5708, top5_acc: 0.7969, loss_cls: 1.8275, loss: 1.8275, grad_norm: 6.0231 2020-10-11 10:50:41,248 - mmaction - INFO - Epoch [9][1480/5010] lr: 7.500e-03, eta: 2 days, 12:22:35, time: 0.945, data_time: 0.002, memory: 10398, top1_acc: 0.5542, top5_acc: 0.8083, loss_cls: 1.8465, loss: 1.8465, grad_norm: 5.7974 2020-10-11 10:51:00,358 - mmaction - INFO - Epoch [9][1500/5010] lr: 7.500e-03, eta: 2 days, 12:22:05, time: 0.955, data_time: 0.002, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8219, loss_cls: 1.6870, loss: 1.6870, grad_norm: 5.8274 2020-10-11 10:51:19,310 - mmaction - INFO - Epoch [9][1520/5010] lr: 7.500e-03, eta: 2 days, 12:21:35, time: 0.948, data_time: 0.002, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8344, loss_cls: 1.5996, loss: 1.5996, grad_norm: 5.5966 2020-10-11 10:51:38,683 - mmaction - INFO - Epoch [9][1540/5010] lr: 7.500e-03, eta: 2 days, 12:21:07, time: 0.968, data_time: 0.006, memory: 10398, top1_acc: 0.5635, top5_acc: 0.7979, loss_cls: 1.7733, loss: 1.7733, grad_norm: 5.8759 2020-10-11 10:51:58,146 - mmaction - INFO - Epoch [9][1560/5010] lr: 7.500e-03, eta: 2 days, 12:20:40, time: 0.973, data_time: 0.002, memory: 10398, top1_acc: 0.5781, top5_acc: 0.7958, loss_cls: 1.7953, loss: 1.7953, grad_norm: 5.9040 2020-10-11 10:52:17,684 - mmaction - INFO - Epoch [9][1580/5010] lr: 7.500e-03, eta: 2 days, 12:20:12, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.5594, top5_acc: 0.7896, loss_cls: 1.8554, loss: 1.8554, grad_norm: 5.9454 2020-10-11 10:52:38,178 - mmaction - INFO - Epoch [9][1600/5010] lr: 7.500e-03, eta: 2 days, 12:19:50, time: 1.022, data_time: 0.005, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8104, loss_cls: 1.7890, loss: 1.7890, grad_norm: 5.8502 2020-10-11 10:52:57,232 - mmaction - INFO - Epoch [9][1620/5010] lr: 7.500e-03, eta: 2 days, 12:19:21, time: 0.955, data_time: 0.007, memory: 10398, top1_acc: 0.5583, top5_acc: 0.8188, loss_cls: 1.8069, loss: 1.8069, grad_norm: 6.0420 2020-10-11 10:53:16,405 - mmaction - INFO - Epoch [9][1640/5010] lr: 7.500e-03, eta: 2 days, 12:18:52, time: 0.958, data_time: 0.002, memory: 10398, top1_acc: 0.5458, top5_acc: 0.7812, loss_cls: 1.8776, loss: 1.8776, grad_norm: 6.3966 2020-10-11 10:53:35,872 - mmaction - INFO - Epoch [9][1660/5010] lr: 7.500e-03, eta: 2 days, 12:18:24, time: 0.973, data_time: 0.006, memory: 10398, top1_acc: 0.5594, top5_acc: 0.8104, loss_cls: 1.8039, loss: 1.8039, grad_norm: 6.1393 2020-10-11 10:53:55,469 - mmaction - INFO - Epoch [9][1680/5010] lr: 7.500e-03, eta: 2 days, 12:17:57, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.5760, top5_acc: 0.8094, loss_cls: 1.7321, loss: 1.7321, grad_norm: 5.9411 2020-10-11 10:54:14,488 - mmaction - INFO - Epoch [9][1700/5010] lr: 7.500e-03, eta: 2 days, 12:17:28, time: 0.951, data_time: 0.002, memory: 10398, top1_acc: 0.5490, top5_acc: 0.7677, loss_cls: 1.9447, loss: 1.9447, grad_norm: 6.2064 2020-10-11 10:54:34,253 - mmaction - INFO - Epoch [9][1720/5010] lr: 7.500e-03, eta: 2 days, 12:17:01, time: 0.984, data_time: 0.005, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8010, loss_cls: 1.7986, loss: 1.7986, grad_norm: 5.7296 2020-10-11 10:54:53,055 - mmaction - INFO - Epoch [9][1740/5010] lr: 7.500e-03, eta: 2 days, 12:16:31, time: 0.944, data_time: 0.007, memory: 10398, top1_acc: 0.5552, top5_acc: 0.7875, loss_cls: 1.8516, loss: 1.8516, grad_norm: 6.1293 2020-10-11 10:55:12,337 - mmaction - INFO - Epoch [9][1760/5010] lr: 7.500e-03, eta: 2 days, 12:16:02, time: 0.961, data_time: 0.006, memory: 10398, top1_acc: 0.5469, top5_acc: 0.8031, loss_cls: 1.7926, loss: 1.7926, grad_norm: 5.8445 2020-10-11 10:55:33,176 - mmaction - INFO - Epoch [9][1780/5010] lr: 7.500e-03, eta: 2 days, 12:15:42, time: 1.045, data_time: 0.007, memory: 10398, top1_acc: 0.5667, top5_acc: 0.8083, loss_cls: 1.7333, loss: 1.7333, grad_norm: 5.7994 2020-10-11 10:55:52,335 - mmaction - INFO - Epoch [9][1800/5010] lr: 7.500e-03, eta: 2 days, 12:15:13, time: 0.955, data_time: 0.005, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8052, loss_cls: 1.7092, loss: 1.7092, grad_norm: 5.9955 2020-10-11 10:56:11,338 - mmaction - INFO - Epoch [9][1820/5010] lr: 7.500e-03, eta: 2 days, 12:14:43, time: 0.953, data_time: 0.008, memory: 10398, top1_acc: 0.5667, top5_acc: 0.7750, loss_cls: 1.8957, loss: 1.8957, grad_norm: 6.0798 2020-10-11 10:56:31,138 - mmaction - INFO - Epoch [9][1840/5010] lr: 7.500e-03, eta: 2 days, 12:14:17, time: 0.988, data_time: 0.006, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8094, loss_cls: 1.7620, loss: 1.7620, grad_norm: 5.6544 2020-10-11 10:56:50,800 - mmaction - INFO - Epoch [9][1860/5010] lr: 7.500e-03, eta: 2 days, 12:13:51, time: 0.985, data_time: 0.007, memory: 10398, top1_acc: 0.5698, top5_acc: 0.7990, loss_cls: 1.8303, loss: 1.8303, grad_norm: 6.0746 2020-10-11 10:57:09,881 - mmaction - INFO - Epoch [9][1880/5010] lr: 7.500e-03, eta: 2 days, 12:13:22, time: 0.954, data_time: 0.002, memory: 10398, top1_acc: 0.5542, top5_acc: 0.8021, loss_cls: 1.8495, loss: 1.8495, grad_norm: 5.9984 2020-10-11 10:57:29,704 - mmaction - INFO - Epoch [9][1900/5010] lr: 7.500e-03, eta: 2 days, 12:12:56, time: 0.991, data_time: 0.006, memory: 10398, top1_acc: 0.5563, top5_acc: 0.8073, loss_cls: 1.8256, loss: 1.8256, grad_norm: 6.0716 2020-10-11 10:57:49,530 - mmaction - INFO - Epoch [9][1920/5010] lr: 7.500e-03, eta: 2 days, 12:12:31, time: 0.992, data_time: 0.002, memory: 10398, top1_acc: 0.5375, top5_acc: 0.8000, loss_cls: 1.8696, loss: 1.8696, grad_norm: 6.0702 2020-10-11 10:58:08,950 - mmaction - INFO - Epoch [9][1940/5010] lr: 7.500e-03, eta: 2 days, 12:12:03, time: 0.971, data_time: 0.002, memory: 10398, top1_acc: 0.5531, top5_acc: 0.7885, loss_cls: 1.8495, loss: 1.8495, grad_norm: 5.8466 2020-10-11 10:58:28,148 - mmaction - INFO - Epoch [9][1960/5010] lr: 7.500e-03, eta: 2 days, 12:11:34, time: 0.960, data_time: 0.005, memory: 10398, top1_acc: 0.5448, top5_acc: 0.8010, loss_cls: 1.8543, loss: 1.8543, grad_norm: 6.0921 2020-10-11 10:58:47,485 - mmaction - INFO - Epoch [9][1980/5010] lr: 7.500e-03, eta: 2 days, 12:11:06, time: 0.967, data_time: 0.002, memory: 10398, top1_acc: 0.5594, top5_acc: 0.7969, loss_cls: 1.8184, loss: 1.8184, grad_norm: 6.2381 2020-10-11 10:59:07,539 - mmaction - INFO - Epoch [9][2000/5010] lr: 7.500e-03, eta: 2 days, 12:10:42, time: 0.999, data_time: 0.006, memory: 10398, top1_acc: 0.5865, top5_acc: 0.7979, loss_cls: 1.7742, loss: 1.7742, grad_norm: 5.9300 2020-10-11 10:59:27,665 - mmaction - INFO - Epoch [9][2020/5010] lr: 7.500e-03, eta: 2 days, 12:10:18, time: 1.009, data_time: 0.007, memory: 10398, top1_acc: 0.5323, top5_acc: 0.7740, loss_cls: 1.9297, loss: 1.9297, grad_norm: 6.0437 2020-10-11 10:59:47,336 - mmaction - INFO - Epoch [9][2040/5010] lr: 7.500e-03, eta: 2 days, 12:09:52, time: 0.984, data_time: 0.002, memory: 10398, top1_acc: 0.5573, top5_acc: 0.8083, loss_cls: 1.8114, loss: 1.8114, grad_norm: 5.7876 2020-10-11 11:00:09,455 - mmaction - INFO - Epoch [9][2060/5010] lr: 7.500e-03, eta: 2 days, 12:09:37, time: 1.098, data_time: 0.007, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8010, loss_cls: 1.7602, loss: 1.7602, grad_norm: 5.8351 2020-10-11 11:00:33,455 - mmaction - INFO - Epoch [9][2080/5010] lr: 7.500e-03, eta: 2 days, 12:09:31, time: 1.190, data_time: 0.021, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8104, loss_cls: 1.7687, loss: 1.7687, grad_norm: 5.7085 2020-10-11 11:00:52,573 - mmaction - INFO - Epoch [9][2100/5010] lr: 7.500e-03, eta: 2 days, 12:09:03, time: 0.974, data_time: 0.030, memory: 10398, top1_acc: 0.5521, top5_acc: 0.8010, loss_cls: 1.7988, loss: 1.7988, grad_norm: 5.8743 2020-10-11 11:01:11,364 - mmaction - INFO - Epoch [9][2120/5010] lr: 7.500e-03, eta: 2 days, 12:08:33, time: 0.939, data_time: 0.002, memory: 10398, top1_acc: 0.5740, top5_acc: 0.7917, loss_cls: 1.8308, loss: 1.8308, grad_norm: 6.1249 2020-10-11 11:01:30,654 - mmaction - INFO - Epoch [9][2140/5010] lr: 7.500e-03, eta: 2 days, 12:08:04, time: 0.964, data_time: 0.005, memory: 10398, top1_acc: 0.5531, top5_acc: 0.7885, loss_cls: 1.8678, loss: 1.8678, grad_norm: 5.9961 2020-10-11 11:01:49,769 - mmaction - INFO - Epoch [9][2160/5010] lr: 7.500e-03, eta: 2 days, 12:07:36, time: 0.957, data_time: 0.002, memory: 10398, top1_acc: 0.5625, top5_acc: 0.7917, loss_cls: 1.8194, loss: 1.8194, grad_norm: 5.8759 2020-10-11 11:02:08,744 - mmaction - INFO - Epoch [9][2180/5010] lr: 7.500e-03, eta: 2 days, 12:07:06, time: 0.948, data_time: 0.005, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8104, loss_cls: 1.7070, loss: 1.7070, grad_norm: 5.8646 2020-10-11 11:02:29,017 - mmaction - INFO - Epoch [9][2200/5010] lr: 7.500e-03, eta: 2 days, 12:06:42, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.5719, top5_acc: 0.7969, loss_cls: 1.8144, loss: 1.8144, grad_norm: 5.9473 2020-10-11 11:02:48,304 - mmaction - INFO - Epoch [9][2220/5010] lr: 7.500e-03, eta: 2 days, 12:06:14, time: 0.964, data_time: 0.002, memory: 10398, top1_acc: 0.5729, top5_acc: 0.8167, loss_cls: 1.7625, loss: 1.7625, grad_norm: 6.0249 2020-10-11 11:03:07,969 - mmaction - INFO - Epoch [9][2240/5010] lr: 7.500e-03, eta: 2 days, 12:05:48, time: 0.983, data_time: 0.006, memory: 10398, top1_acc: 0.5625, top5_acc: 0.7969, loss_cls: 1.8261, loss: 1.8261, grad_norm: 5.8916 2020-10-11 11:03:26,857 - mmaction - INFO - Epoch [9][2260/5010] lr: 7.500e-03, eta: 2 days, 12:05:18, time: 0.944, data_time: 0.002, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8000, loss_cls: 1.7873, loss: 1.7873, grad_norm: 5.8419 2020-10-11 11:03:46,211 - mmaction - INFO - Epoch [9][2280/5010] lr: 7.500e-03, eta: 2 days, 12:04:50, time: 0.968, data_time: 0.002, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8031, loss_cls: 1.6995, loss: 1.6995, grad_norm: 5.9366 2020-10-11 11:04:05,793 - mmaction - INFO - Epoch [9][2300/5010] lr: 7.500e-03, eta: 2 days, 12:04:23, time: 0.979, data_time: 0.007, memory: 10398, top1_acc: 0.5375, top5_acc: 0.7958, loss_cls: 1.8655, loss: 1.8655, grad_norm: 6.2107 2020-10-11 11:04:25,104 - mmaction - INFO - Epoch [9][2320/5010] lr: 7.500e-03, eta: 2 days, 12:03:55, time: 0.966, data_time: 0.002, memory: 10398, top1_acc: 0.5802, top5_acc: 0.7990, loss_cls: 1.7991, loss: 1.7991, grad_norm: 5.5677 2020-10-11 11:04:43,775 - mmaction - INFO - Epoch [9][2340/5010] lr: 7.500e-03, eta: 2 days, 12:03:24, time: 0.934, data_time: 0.003, memory: 10398, top1_acc: 0.5406, top5_acc: 0.7844, loss_cls: 1.8997, loss: 1.8997, grad_norm: 5.9905 2020-10-11 11:05:03,173 - mmaction - INFO - Epoch [9][2360/5010] lr: 7.500e-03, eta: 2 days, 12:02:57, time: 0.970, data_time: 0.006, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8115, loss_cls: 1.7318, loss: 1.7318, grad_norm: 5.9594 2020-10-11 11:05:22,597 - mmaction - INFO - Epoch [9][2380/5010] lr: 7.500e-03, eta: 2 days, 12:02:29, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.5625, top5_acc: 0.8031, loss_cls: 1.7736, loss: 1.7736, grad_norm: 6.0069 2020-10-11 11:05:41,855 - mmaction - INFO - Epoch [9][2400/5010] lr: 7.500e-03, eta: 2 days, 12:02:01, time: 0.962, data_time: 0.002, memory: 10398, top1_acc: 0.5813, top5_acc: 0.8042, loss_cls: 1.7406, loss: 1.7406, grad_norm: 5.8661 2020-10-11 11:06:01,543 - mmaction - INFO - Epoch [9][2420/5010] lr: 7.500e-03, eta: 2 days, 12:01:35, time: 0.985, data_time: 0.004, memory: 10398, top1_acc: 0.5552, top5_acc: 0.8000, loss_cls: 1.7617, loss: 1.7617, grad_norm: 5.7988 2020-10-11 11:06:20,777 - mmaction - INFO - Epoch [9][2440/5010] lr: 7.500e-03, eta: 2 days, 12:01:07, time: 0.962, data_time: 0.002, memory: 10398, top1_acc: 0.5604, top5_acc: 0.8052, loss_cls: 1.8694, loss: 1.8694, grad_norm: 6.1618 2020-10-11 11:06:40,545 - mmaction - INFO - Epoch [9][2460/5010] lr: 7.500e-03, eta: 2 days, 12:00:41, time: 0.988, data_time: 0.006, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8125, loss_cls: 1.6900, loss: 1.6900, grad_norm: 5.7114 2020-10-11 11:06:59,864 - mmaction - INFO - Epoch [9][2480/5010] lr: 7.500e-03, eta: 2 days, 12:00:13, time: 0.966, data_time: 0.002, memory: 10398, top1_acc: 0.5698, top5_acc: 0.8031, loss_cls: 1.7986, loss: 1.7986, grad_norm: 6.0901 2020-10-11 11:07:18,919 - mmaction - INFO - Epoch [9][2500/5010] lr: 7.500e-03, eta: 2 days, 11:59:44, time: 0.953, data_time: 0.002, memory: 10398, top1_acc: 0.5698, top5_acc: 0.8042, loss_cls: 1.7633, loss: 1.7633, grad_norm: 5.8333 2020-10-11 11:07:38,475 - mmaction - INFO - Epoch [9][2520/5010] lr: 7.500e-03, eta: 2 days, 11:59:17, time: 0.975, data_time: 0.005, memory: 10398, top1_acc: 0.5656, top5_acc: 0.8104, loss_cls: 1.7790, loss: 1.7790, grad_norm: 5.7206 2020-10-11 11:07:57,545 - mmaction - INFO - Epoch [9][2540/5010] lr: 7.500e-03, eta: 2 days, 11:58:48, time: 0.956, data_time: 0.008, memory: 10398, top1_acc: 0.5635, top5_acc: 0.8031, loss_cls: 1.8450, loss: 1.8450, grad_norm: 5.9445 2020-10-11 11:08:17,131 - mmaction - INFO - Epoch [9][2560/5010] lr: 7.500e-03, eta: 2 days, 11:58:21, time: 0.979, data_time: 0.002, memory: 10398, top1_acc: 0.5667, top5_acc: 0.8219, loss_cls: 1.7263, loss: 1.7263, grad_norm: 5.8960 2020-10-11 11:08:36,700 - mmaction - INFO - Epoch [9][2580/5010] lr: 7.500e-03, eta: 2 days, 11:57:55, time: 0.979, data_time: 0.005, memory: 10398, top1_acc: 0.5552, top5_acc: 0.8146, loss_cls: 1.7583, loss: 1.7583, grad_norm: 6.0405 2020-10-11 11:08:56,326 - mmaction - INFO - Epoch [9][2600/5010] lr: 7.500e-03, eta: 2 days, 11:57:28, time: 0.981, data_time: 0.002, memory: 10398, top1_acc: 0.5604, top5_acc: 0.7885, loss_cls: 1.8482, loss: 1.8482, grad_norm: 5.8503 2020-10-11 11:09:15,577 - mmaction - INFO - Epoch [9][2620/5010] lr: 7.500e-03, eta: 2 days, 11:57:00, time: 0.962, data_time: 0.002, memory: 10398, top1_acc: 0.5167, top5_acc: 0.7688, loss_cls: 1.9455, loss: 1.9455, grad_norm: 6.0314 2020-10-11 11:09:35,006 - mmaction - INFO - Epoch [9][2640/5010] lr: 7.500e-03, eta: 2 days, 11:56:33, time: 0.970, data_time: 0.004, memory: 10398, top1_acc: 0.5740, top5_acc: 0.8177, loss_cls: 1.7463, loss: 1.7463, grad_norm: 6.0413 2020-10-11 11:09:54,648 - mmaction - INFO - Epoch [9][2660/5010] lr: 7.500e-03, eta: 2 days, 11:56:07, time: 0.984, data_time: 0.008, memory: 10398, top1_acc: 0.5583, top5_acc: 0.7917, loss_cls: 1.8556, loss: 1.8556, grad_norm: 5.9642 2020-10-11 11:10:13,626 - mmaction - INFO - Epoch [9][2680/5010] lr: 7.500e-03, eta: 2 days, 11:55:37, time: 0.947, data_time: 0.007, memory: 10398, top1_acc: 0.5583, top5_acc: 0.7927, loss_cls: 1.8401, loss: 1.8401, grad_norm: 5.9723 2020-10-11 11:10:33,066 - mmaction - INFO - Epoch [9][2700/5010] lr: 7.500e-03, eta: 2 days, 11:55:10, time: 0.974, data_time: 0.008, memory: 10398, top1_acc: 0.5406, top5_acc: 0.7865, loss_cls: 1.9137, loss: 1.9137, grad_norm: 6.0745 2020-10-11 11:10:52,617 - mmaction - INFO - Epoch [9][2720/5010] lr: 7.500e-03, eta: 2 days, 11:54:43, time: 0.976, data_time: 0.006, memory: 10398, top1_acc: 0.5677, top5_acc: 0.7938, loss_cls: 1.9007, loss: 1.9007, grad_norm: 5.9819 2020-10-11 11:11:11,875 - mmaction - INFO - Epoch [9][2740/5010] lr: 7.500e-03, eta: 2 days, 11:54:15, time: 0.965, data_time: 0.008, memory: 10398, top1_acc: 0.5687, top5_acc: 0.8062, loss_cls: 1.8287, loss: 1.8287, grad_norm: 5.8308 2020-10-11 11:11:31,913 - mmaction - INFO - Epoch [9][2760/5010] lr: 7.500e-03, eta: 2 days, 11:53:50, time: 0.998, data_time: 0.006, memory: 10398, top1_acc: 0.5552, top5_acc: 0.7885, loss_cls: 1.8360, loss: 1.8360, grad_norm: 5.9649 2020-10-11 11:11:51,499 - mmaction - INFO - Epoch [9][2780/5010] lr: 7.500e-03, eta: 2 days, 11:53:24, time: 0.984, data_time: 0.007, memory: 10398, top1_acc: 0.5708, top5_acc: 0.7948, loss_cls: 1.8287, loss: 1.8287, grad_norm: 5.5183 2020-10-11 11:12:10,804 - mmaction - INFO - Epoch [9][2800/5010] lr: 7.500e-03, eta: 2 days, 11:52:56, time: 0.962, data_time: 0.006, memory: 10398, top1_acc: 0.5490, top5_acc: 0.8000, loss_cls: 1.8450, loss: 1.8450, grad_norm: 5.7832 2020-10-11 11:12:31,549 - mmaction - INFO - Epoch [9][2820/5010] lr: 7.500e-03, eta: 2 days, 11:52:36, time: 1.039, data_time: 0.007, memory: 10398, top1_acc: 0.5729, top5_acc: 0.7990, loss_cls: 1.7717, loss: 1.7717, grad_norm: 5.5323 2020-10-11 11:12:50,591 - mmaction - INFO - Epoch [9][2840/5010] lr: 7.500e-03, eta: 2 days, 11:52:07, time: 0.954, data_time: 0.005, memory: 10398, top1_acc: 0.5604, top5_acc: 0.7948, loss_cls: 1.8411, loss: 1.8411, grad_norm: 6.1143 2020-10-11 11:13:11,051 - mmaction - INFO - Epoch [9][2860/5010] lr: 7.500e-03, eta: 2 days, 11:51:44, time: 1.023, data_time: 0.007, memory: 10398, top1_acc: 0.5563, top5_acc: 0.8031, loss_cls: 1.8120, loss: 1.8120, grad_norm: 6.2009 2020-10-11 11:13:30,151 - mmaction - INFO - Epoch [9][2880/5010] lr: 7.500e-03, eta: 2 days, 11:51:15, time: 0.949, data_time: 0.002, memory: 10398, top1_acc: 0.5615, top5_acc: 0.7927, loss_cls: 1.7722, loss: 1.7722, grad_norm: 5.7196 2020-10-11 11:13:49,361 - mmaction - INFO - Epoch [9][2900/5010] lr: 7.500e-03, eta: 2 days, 11:50:47, time: 0.967, data_time: 0.008, memory: 10398, top1_acc: 0.5708, top5_acc: 0.7969, loss_cls: 1.8714, loss: 1.8714, grad_norm: 6.1800 2020-10-11 11:14:08,996 - mmaction - INFO - Epoch [9][2920/5010] lr: 7.500e-03, eta: 2 days, 11:50:21, time: 0.979, data_time: 0.006, memory: 10398, top1_acc: 0.5219, top5_acc: 0.7906, loss_cls: 1.9362, loss: 1.9362, grad_norm: 6.0374 2020-10-11 11:14:28,603 - mmaction - INFO - Epoch [9][2940/5010] lr: 7.500e-03, eta: 2 days, 11:49:55, time: 0.983, data_time: 0.007, memory: 10398, top1_acc: 0.5458, top5_acc: 0.7740, loss_cls: 1.9505, loss: 1.9505, grad_norm: 6.1295 2020-10-11 11:14:48,193 - mmaction - INFO - Epoch [9][2960/5010] lr: 7.500e-03, eta: 2 days, 11:49:28, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.5417, top5_acc: 0.7729, loss_cls: 1.8940, loss: 1.8940, grad_norm: 5.6959 2020-10-11 11:15:09,072 - mmaction - INFO - Epoch [9][2980/5010] lr: 7.500e-03, eta: 2 days, 11:49:08, time: 1.042, data_time: 0.006, memory: 10398, top1_acc: 0.5729, top5_acc: 0.8031, loss_cls: 1.8326, loss: 1.8326, grad_norm: 5.9075 2020-10-11 11:15:28,352 - mmaction - INFO - Epoch [9][3000/5010] lr: 7.500e-03, eta: 2 days, 11:48:40, time: 0.966, data_time: 0.004, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8094, loss_cls: 1.7872, loss: 1.7872, grad_norm: 5.7373 2020-10-11 11:15:47,374 - mmaction - INFO - Epoch [9][3020/5010] lr: 7.500e-03, eta: 2 days, 11:48:11, time: 0.951, data_time: 0.002, memory: 10398, top1_acc: 0.5302, top5_acc: 0.7885, loss_cls: 1.9419, loss: 1.9419, grad_norm: 6.1454 2020-10-11 11:16:07,251 - mmaction - INFO - Epoch [9][3040/5010] lr: 7.500e-03, eta: 2 days, 11:47:46, time: 0.990, data_time: 0.006, memory: 10398, top1_acc: 0.5531, top5_acc: 0.8042, loss_cls: 1.8103, loss: 1.8103, grad_norm: 5.9229 2020-10-11 11:16:26,955 - mmaction - INFO - Epoch [9][3060/5010] lr: 7.500e-03, eta: 2 days, 11:47:20, time: 0.989, data_time: 0.007, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8042, loss_cls: 1.7789, loss: 1.7789, grad_norm: 6.0699 2020-10-11 11:16:47,584 - mmaction - INFO - Epoch [9][3080/5010] lr: 7.500e-03, eta: 2 days, 11:46:59, time: 1.032, data_time: 0.002, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8010, loss_cls: 1.8064, loss: 1.8064, grad_norm: 5.8385 2020-10-11 11:17:08,097 - mmaction - INFO - Epoch [9][3100/5010] lr: 7.500e-03, eta: 2 days, 11:46:37, time: 1.026, data_time: 0.005, memory: 10398, top1_acc: 0.5635, top5_acc: 0.7969, loss_cls: 1.8473, loss: 1.8473, grad_norm: 5.7248 2020-10-11 11:17:27,844 - mmaction - INFO - Epoch [9][3120/5010] lr: 7.500e-03, eta: 2 days, 11:46:11, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.5510, top5_acc: 0.8115, loss_cls: 1.7776, loss: 1.7776, grad_norm: 5.9187 2020-10-11 11:17:47,797 - mmaction - INFO - Epoch [9][3140/5010] lr: 7.500e-03, eta: 2 days, 11:45:47, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.5656, top5_acc: 0.7927, loss_cls: 1.8364, loss: 1.8364, grad_norm: 5.8731 2020-10-11 11:18:08,069 - mmaction - INFO - Epoch [9][3160/5010] lr: 7.500e-03, eta: 2 days, 11:45:23, time: 1.010, data_time: 0.006, memory: 10398, top1_acc: 0.5677, top5_acc: 0.8094, loss_cls: 1.7889, loss: 1.7889, grad_norm: 5.8352 2020-10-11 11:18:28,206 - mmaction - INFO - Epoch [9][3180/5010] lr: 7.500e-03, eta: 2 days, 11:45:00, time: 1.010, data_time: 0.007, memory: 10398, top1_acc: 0.5427, top5_acc: 0.7854, loss_cls: 1.9225, loss: 1.9225, grad_norm: 6.1808 2020-10-11 11:18:48,698 - mmaction - INFO - Epoch [9][3200/5010] lr: 7.500e-03, eta: 2 days, 11:44:38, time: 1.025, data_time: 0.002, memory: 10398, top1_acc: 0.5677, top5_acc: 0.7948, loss_cls: 1.8180, loss: 1.8180, grad_norm: 5.9772 2020-10-11 11:19:07,419 - mmaction - INFO - Epoch [9][3220/5010] lr: 7.500e-03, eta: 2 days, 11:44:07, time: 0.936, data_time: 0.005, memory: 10398, top1_acc: 0.5438, top5_acc: 0.8021, loss_cls: 1.8813, loss: 1.8813, grad_norm: 5.9528 2020-10-11 11:19:26,989 - mmaction - INFO - Epoch [9][3240/5010] lr: 7.500e-03, eta: 2 days, 11:43:41, time: 0.979, data_time: 0.003, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8135, loss_cls: 1.7760, loss: 1.7760, grad_norm: 5.9468 2020-10-11 11:19:46,608 - mmaction - INFO - Epoch [9][3260/5010] lr: 7.500e-03, eta: 2 days, 11:43:15, time: 0.981, data_time: 0.002, memory: 10398, top1_acc: 0.5417, top5_acc: 0.7958, loss_cls: 1.9154, loss: 1.9154, grad_norm: 6.1527 2020-10-11 11:20:06,209 - mmaction - INFO - Epoch [9][3280/5010] lr: 7.500e-03, eta: 2 days, 11:42:48, time: 0.980, data_time: 0.006, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8010, loss_cls: 1.8094, loss: 1.8094, grad_norm: 5.7449 2020-10-11 11:20:26,039 - mmaction - INFO - Epoch [9][3300/5010] lr: 7.500e-03, eta: 2 days, 11:42:23, time: 0.991, data_time: 0.002, memory: 10398, top1_acc: 0.5656, top5_acc: 0.8083, loss_cls: 1.7689, loss: 1.7689, grad_norm: 5.7697 2020-10-11 11:20:45,409 - mmaction - INFO - Epoch [9][3320/5010] lr: 7.500e-03, eta: 2 days, 11:41:56, time: 0.968, data_time: 0.002, memory: 10398, top1_acc: 0.5396, top5_acc: 0.7823, loss_cls: 1.9376, loss: 1.9376, grad_norm: 5.8226 2020-10-11 11:21:05,961 - mmaction - INFO - Epoch [9][3340/5010] lr: 7.500e-03, eta: 2 days, 11:41:34, time: 1.027, data_time: 0.002, memory: 10398, top1_acc: 0.5729, top5_acc: 0.8167, loss_cls: 1.7508, loss: 1.7508, grad_norm: 5.7956 2020-10-11 11:21:26,116 - mmaction - INFO - Epoch [9][3360/5010] lr: 7.500e-03, eta: 2 days, 11:41:10, time: 1.008, data_time: 0.003, memory: 10398, top1_acc: 0.5573, top5_acc: 0.8094, loss_cls: 1.7950, loss: 1.7950, grad_norm: 6.0118 2020-10-11 11:21:46,785 - mmaction - INFO - Epoch [9][3380/5010] lr: 7.500e-03, eta: 2 days, 11:40:49, time: 1.035, data_time: 0.003, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8010, loss_cls: 1.7508, loss: 1.7508, grad_norm: 5.9981 2020-10-11 11:22:05,638 - mmaction - INFO - Epoch [9][3400/5010] lr: 7.500e-03, eta: 2 days, 11:40:19, time: 0.940, data_time: 0.006, memory: 10398, top1_acc: 0.5646, top5_acc: 0.8115, loss_cls: 1.7434, loss: 1.7434, grad_norm: 5.7907 2020-10-11 11:22:25,345 - mmaction - INFO - Epoch [9][3420/5010] lr: 7.500e-03, eta: 2 days, 11:39:54, time: 0.988, data_time: 0.008, memory: 10398, top1_acc: 0.5604, top5_acc: 0.7917, loss_cls: 1.8713, loss: 1.8713, grad_norm: 5.8181 2020-10-11 11:22:45,092 - mmaction - INFO - Epoch [9][3440/5010] lr: 7.500e-03, eta: 2 days, 11:39:28, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.5615, top5_acc: 0.7979, loss_cls: 1.8380, loss: 1.8380, grad_norm: 5.7562 2020-10-11 11:23:05,039 - mmaction - INFO - Epoch [9][3460/5010] lr: 7.500e-03, eta: 2 days, 11:39:04, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.5510, top5_acc: 0.7896, loss_cls: 1.8721, loss: 1.8721, grad_norm: 5.9593 2020-10-11 11:23:26,265 - mmaction - INFO - Epoch [9][3480/5010] lr: 7.500e-03, eta: 2 days, 11:38:45, time: 1.061, data_time: 0.002, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8260, loss_cls: 1.7266, loss: 1.7266, grad_norm: 5.7096 2020-10-11 11:23:46,750 - mmaction - INFO - Epoch [9][3500/5010] lr: 7.500e-03, eta: 2 days, 11:38:23, time: 1.024, data_time: 0.002, memory: 10398, top1_acc: 0.5479, top5_acc: 0.7917, loss_cls: 1.8689, loss: 1.8689, grad_norm: 5.6398 2020-10-11 11:24:05,398 - mmaction - INFO - Epoch [9][3520/5010] lr: 7.500e-03, eta: 2 days, 11:37:52, time: 0.928, data_time: 0.006, memory: 10398, top1_acc: 0.5490, top5_acc: 0.8000, loss_cls: 1.8626, loss: 1.8626, grad_norm: 5.9470 2020-10-11 11:24:25,562 - mmaction - INFO - Epoch [9][3540/5010] lr: 7.500e-03, eta: 2 days, 11:37:29, time: 1.013, data_time: 0.008, memory: 10398, top1_acc: 0.5635, top5_acc: 0.7969, loss_cls: 1.7941, loss: 1.7941, grad_norm: 5.6860 2020-10-11 11:24:45,136 - mmaction - INFO - Epoch [9][3560/5010] lr: 7.500e-03, eta: 2 days, 11:37:02, time: 0.979, data_time: 0.002, memory: 10398, top1_acc: 0.5708, top5_acc: 0.8042, loss_cls: 1.8180, loss: 1.8180, grad_norm: 5.6391 2020-10-11 11:25:05,141 - mmaction - INFO - Epoch [9][3580/5010] lr: 7.500e-03, eta: 2 days, 11:36:38, time: 1.000, data_time: 0.005, memory: 10398, top1_acc: 0.5667, top5_acc: 0.7979, loss_cls: 1.7746, loss: 1.7746, grad_norm: 5.8144 2020-10-11 11:25:24,878 - mmaction - INFO - Epoch [9][3600/5010] lr: 7.500e-03, eta: 2 days, 11:36:13, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.5646, top5_acc: 0.7854, loss_cls: 1.8656, loss: 1.8656, grad_norm: 5.9435 2020-10-11 11:25:45,182 - mmaction - INFO - Epoch [9][3620/5010] lr: 7.500e-03, eta: 2 days, 11:35:50, time: 1.015, data_time: 0.002, memory: 10398, top1_acc: 0.5677, top5_acc: 0.8021, loss_cls: 1.8260, loss: 1.8260, grad_norm: 5.8712 2020-10-11 11:26:04,471 - mmaction - INFO - Epoch [9][3640/5010] lr: 7.500e-03, eta: 2 days, 11:35:22, time: 0.962, data_time: 0.005, memory: 10398, top1_acc: 0.5604, top5_acc: 0.7792, loss_cls: 1.8717, loss: 1.8717, grad_norm: 5.8903 2020-10-11 11:26:23,831 - mmaction - INFO - Epoch [9][3660/5010] lr: 7.500e-03, eta: 2 days, 11:34:55, time: 0.970, data_time: 0.007, memory: 10398, top1_acc: 0.5375, top5_acc: 0.7938, loss_cls: 1.8482, loss: 1.8482, grad_norm: 5.6474 2020-10-11 11:26:43,439 - mmaction - INFO - Epoch [9][3680/5010] lr: 7.500e-03, eta: 2 days, 11:34:29, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.5646, top5_acc: 0.8115, loss_cls: 1.7747, loss: 1.7747, grad_norm: 5.9641 2020-10-11 11:27:03,369 - mmaction - INFO - Epoch [9][3700/5010] lr: 7.500e-03, eta: 2 days, 11:34:04, time: 0.997, data_time: 0.006, memory: 10398, top1_acc: 0.5719, top5_acc: 0.7958, loss_cls: 1.8011, loss: 1.8011, grad_norm: 5.8657 2020-10-11 11:27:23,283 - mmaction - INFO - Epoch [9][3720/5010] lr: 7.500e-03, eta: 2 days, 11:33:39, time: 0.996, data_time: 0.002, memory: 10398, top1_acc: 0.5656, top5_acc: 0.8021, loss_cls: 1.8130, loss: 1.8130, grad_norm: 5.8733 2020-10-11 11:27:43,352 - mmaction - INFO - Epoch [9][3740/5010] lr: 7.500e-03, eta: 2 days, 11:33:15, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.5583, top5_acc: 0.8000, loss_cls: 1.8412, loss: 1.8412, grad_norm: 5.9623 2020-10-11 11:28:03,385 - mmaction - INFO - Epoch [9][3760/5010] lr: 7.500e-03, eta: 2 days, 11:32:51, time: 1.002, data_time: 0.004, memory: 10398, top1_acc: 0.5667, top5_acc: 0.8000, loss_cls: 1.7895, loss: 1.7895, grad_norm: 5.9492 2020-10-11 11:28:22,533 - mmaction - INFO - Epoch [9][3780/5010] lr: 7.500e-03, eta: 2 days, 11:32:23, time: 0.958, data_time: 0.002, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8031, loss_cls: 1.7332, loss: 1.7332, grad_norm: 5.8573 2020-10-11 11:28:42,069 - mmaction - INFO - Epoch [9][3800/5010] lr: 7.500e-03, eta: 2 days, 11:31:57, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.5823, top5_acc: 0.7906, loss_cls: 1.7932, loss: 1.7932, grad_norm: 5.8480 2020-10-11 11:29:02,600 - mmaction - INFO - Epoch [9][3820/5010] lr: 7.500e-03, eta: 2 days, 11:31:35, time: 1.027, data_time: 0.006, memory: 10398, top1_acc: 0.5635, top5_acc: 0.7937, loss_cls: 1.8711, loss: 1.8711, grad_norm: 5.8098 2020-10-11 11:29:21,910 - mmaction - INFO - Epoch [9][3840/5010] lr: 7.500e-03, eta: 2 days, 11:31:07, time: 0.965, data_time: 0.002, memory: 10398, top1_acc: 0.5490, top5_acc: 0.7771, loss_cls: 1.9378, loss: 1.9378, grad_norm: 6.1679 2020-10-11 11:29:41,842 - mmaction - INFO - Epoch [9][3860/5010] lr: 7.500e-03, eta: 2 days, 11:30:43, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.5625, top5_acc: 0.7979, loss_cls: 1.8330, loss: 1.8330, grad_norm: 5.8929 2020-10-11 11:30:02,773 - mmaction - INFO - Epoch [9][3880/5010] lr: 7.500e-03, eta: 2 days, 11:30:23, time: 1.045, data_time: 0.005, memory: 10398, top1_acc: 0.5271, top5_acc: 0.7833, loss_cls: 1.9151, loss: 1.9151, grad_norm: 6.1584 2020-10-11 11:30:22,207 - mmaction - INFO - Epoch [9][3900/5010] lr: 7.500e-03, eta: 2 days, 11:29:56, time: 0.973, data_time: 0.005, memory: 10398, top1_acc: 0.5510, top5_acc: 0.8010, loss_cls: 1.8315, loss: 1.8315, grad_norm: 5.9262 2020-10-11 11:30:41,569 - mmaction - INFO - Epoch [9][3920/5010] lr: 7.500e-03, eta: 2 days, 11:29:29, time: 0.968, data_time: 0.002, memory: 10398, top1_acc: 0.5771, top5_acc: 0.7958, loss_cls: 1.8065, loss: 1.8065, grad_norm: 5.9136 2020-10-11 11:31:01,984 - mmaction - INFO - Epoch [9][3940/5010] lr: 7.500e-03, eta: 2 days, 11:29:06, time: 1.021, data_time: 0.002, memory: 10398, top1_acc: 0.5552, top5_acc: 0.7708, loss_cls: 1.9086, loss: 1.9086, grad_norm: 5.8569 2020-10-11 11:31:22,163 - mmaction - INFO - Epoch [9][3960/5010] lr: 7.500e-03, eta: 2 days, 11:28:43, time: 1.009, data_time: 0.002, memory: 10398, top1_acc: 0.5719, top5_acc: 0.7844, loss_cls: 1.8469, loss: 1.8469, grad_norm: 5.9954 2020-10-11 11:31:41,715 - mmaction - INFO - Epoch [9][3980/5010] lr: 7.500e-03, eta: 2 days, 11:28:17, time: 0.978, data_time: 0.002, memory: 10398, top1_acc: 0.5583, top5_acc: 0.8104, loss_cls: 1.7986, loss: 1.7986, grad_norm: 5.9962 2020-10-11 11:32:01,947 - mmaction - INFO - Epoch [9][4000/5010] lr: 7.500e-03, eta: 2 days, 11:27:54, time: 1.012, data_time: 0.005, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8083, loss_cls: 1.8128, loss: 1.8128, grad_norm: 6.0901 2020-10-11 11:32:23,277 - mmaction - INFO - Epoch [9][4020/5010] lr: 7.500e-03, eta: 2 days, 11:27:36, time: 1.066, data_time: 0.002, memory: 10398, top1_acc: 0.5365, top5_acc: 0.7990, loss_cls: 1.8474, loss: 1.8474, grad_norm: 6.1833 2020-10-11 11:32:43,803 - mmaction - INFO - Epoch [9][4040/5010] lr: 7.500e-03, eta: 2 days, 11:27:14, time: 1.026, data_time: 0.003, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8021, loss_cls: 1.7819, loss: 1.7819, grad_norm: 5.6798 2020-10-11 11:33:03,149 - mmaction - INFO - Epoch [9][4060/5010] lr: 7.500e-03, eta: 2 days, 11:26:47, time: 0.967, data_time: 0.003, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8073, loss_cls: 1.7275, loss: 1.7275, grad_norm: 5.8151 2020-10-11 11:33:22,984 - mmaction - INFO - Epoch [9][4080/5010] lr: 7.500e-03, eta: 2 days, 11:26:21, time: 0.989, data_time: 0.003, memory: 10398, top1_acc: 0.5708, top5_acc: 0.8000, loss_cls: 1.8641, loss: 1.8641, grad_norm: 6.0634 2020-10-11 11:33:44,103 - mmaction - INFO - Epoch [9][4100/5010] lr: 7.500e-03, eta: 2 days, 11:26:03, time: 1.059, data_time: 0.008, memory: 10398, top1_acc: 0.5688, top5_acc: 0.8052, loss_cls: 1.7896, loss: 1.7896, grad_norm: 5.7453 2020-10-11 11:34:04,982 - mmaction - INFO - Epoch [9][4120/5010] lr: 7.500e-03, eta: 2 days, 11:25:42, time: 1.038, data_time: 0.006, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8031, loss_cls: 1.7637, loss: 1.7637, grad_norm: 5.9440 2020-10-11 11:34:24,820 - mmaction - INFO - Epoch [9][4140/5010] lr: 7.500e-03, eta: 2 days, 11:25:18, time: 0.997, data_time: 0.008, memory: 10398, top1_acc: 0.5594, top5_acc: 0.7917, loss_cls: 1.8473, loss: 1.8473, grad_norm: 6.2252 2020-10-11 11:34:43,856 - mmaction - INFO - Epoch [9][4160/5010] lr: 7.500e-03, eta: 2 days, 11:24:49, time: 0.952, data_time: 0.002, memory: 10398, top1_acc: 0.5656, top5_acc: 0.7990, loss_cls: 1.8184, loss: 1.8184, grad_norm: 6.1053 2020-10-11 11:35:04,410 - mmaction - INFO - Epoch [9][4180/5010] lr: 7.500e-03, eta: 2 days, 11:24:27, time: 1.028, data_time: 0.006, memory: 10398, top1_acc: 0.5427, top5_acc: 0.8010, loss_cls: 1.9077, loss: 1.9077, grad_norm: 5.9671 2020-10-11 11:35:24,391 - mmaction - INFO - Epoch [9][4200/5010] lr: 7.500e-03, eta: 2 days, 11:24:03, time: 0.999, data_time: 0.003, memory: 10398, top1_acc: 0.5635, top5_acc: 0.8042, loss_cls: 1.8027, loss: 1.8027, grad_norm: 5.8028 2020-10-11 11:35:44,237 - mmaction - INFO - Epoch [9][4220/5010] lr: 7.500e-03, eta: 2 days, 11:23:38, time: 0.992, data_time: 0.002, memory: 10398, top1_acc: 0.5656, top5_acc: 0.8052, loss_cls: 1.8128, loss: 1.8128, grad_norm: 5.9604 2020-10-11 11:36:03,670 - mmaction - INFO - Epoch [9][4240/5010] lr: 7.500e-03, eta: 2 days, 11:23:11, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.5354, top5_acc: 0.7719, loss_cls: 1.9377, loss: 1.9377, grad_norm: 5.9598 2020-10-11 11:36:25,726 - mmaction - INFO - Epoch [9][4260/5010] lr: 7.500e-03, eta: 2 days, 11:22:57, time: 1.103, data_time: 0.006, memory: 10398, top1_acc: 0.5729, top5_acc: 0.8208, loss_cls: 1.7307, loss: 1.7307, grad_norm: 5.8895 2020-10-11 11:36:45,260 - mmaction - INFO - Epoch [9][4280/5010] lr: 7.500e-03, eta: 2 days, 11:22:30, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8063, loss_cls: 1.7642, loss: 1.7642, grad_norm: 5.9445 2020-10-11 11:37:05,951 - mmaction - INFO - Epoch [9][4300/5010] lr: 7.500e-03, eta: 2 days, 11:22:09, time: 1.034, data_time: 0.005, memory: 10398, top1_acc: 0.5625, top5_acc: 0.8177, loss_cls: 1.7932, loss: 1.7932, grad_norm: 6.2848 2020-10-11 11:37:25,986 - mmaction - INFO - Epoch [9][4320/5010] lr: 7.500e-03, eta: 2 days, 11:21:45, time: 1.002, data_time: 0.002, memory: 10398, top1_acc: 0.5813, top5_acc: 0.8115, loss_cls: 1.7802, loss: 1.7802, grad_norm: 5.8228 2020-10-11 11:37:46,852 - mmaction - INFO - Epoch [9][4340/5010] lr: 7.500e-03, eta: 2 days, 11:21:25, time: 1.043, data_time: 0.002, memory: 10398, top1_acc: 0.5729, top5_acc: 0.8188, loss_cls: 1.7788, loss: 1.7788, grad_norm: 6.0287 2020-10-11 11:38:07,304 - mmaction - INFO - Epoch [9][4360/5010] lr: 7.500e-03, eta: 2 days, 11:21:03, time: 1.022, data_time: 0.005, memory: 10398, top1_acc: 0.5667, top5_acc: 0.8010, loss_cls: 1.8181, loss: 1.8181, grad_norm: 5.9984 2020-10-11 11:38:26,523 - mmaction - INFO - Epoch [9][4380/5010] lr: 7.500e-03, eta: 2 days, 11:20:35, time: 0.961, data_time: 0.007, memory: 10398, top1_acc: 0.5771, top5_acc: 0.7979, loss_cls: 1.7814, loss: 1.7814, grad_norm: 5.8504 2020-10-11 11:38:46,374 - mmaction - INFO - Epoch [9][4400/5010] lr: 7.500e-03, eta: 2 days, 11:20:11, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.5677, top5_acc: 0.7969, loss_cls: 1.8393, loss: 1.8393, grad_norm: 5.8515 2020-10-11 11:39:06,556 - mmaction - INFO - Epoch [9][4420/5010] lr: 7.500e-03, eta: 2 days, 11:19:47, time: 1.009, data_time: 0.006, memory: 10398, top1_acc: 0.5469, top5_acc: 0.8042, loss_cls: 1.8576, loss: 1.8576, grad_norm: 6.1711 2020-10-11 11:39:27,117 - mmaction - INFO - Epoch [9][4440/5010] lr: 7.500e-03, eta: 2 days, 11:19:26, time: 1.028, data_time: 0.002, memory: 10398, top1_acc: 0.5573, top5_acc: 0.8052, loss_cls: 1.8373, loss: 1.8373, grad_norm: 5.9315 2020-10-11 11:39:46,438 - mmaction - INFO - Epoch [9][4460/5010] lr: 7.500e-03, eta: 2 days, 11:18:58, time: 0.966, data_time: 0.002, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8000, loss_cls: 1.8075, loss: 1.8075, grad_norm: 5.9444 2020-10-11 11:40:06,231 - mmaction - INFO - Epoch [9][4480/5010] lr: 7.500e-03, eta: 2 days, 11:18:33, time: 0.990, data_time: 0.006, memory: 10398, top1_acc: 0.5698, top5_acc: 0.7969, loss_cls: 1.8095, loss: 1.8095, grad_norm: 6.0980 2020-10-11 11:40:26,642 - mmaction - INFO - Epoch [9][4500/5010] lr: 7.500e-03, eta: 2 days, 11:18:11, time: 1.021, data_time: 0.002, memory: 10398, top1_acc: 0.5813, top5_acc: 0.8063, loss_cls: 1.7775, loss: 1.7775, grad_norm: 5.7588 2020-10-11 11:40:46,710 - mmaction - INFO - Epoch [9][4520/5010] lr: 7.500e-03, eta: 2 days, 11:17:47, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.5604, top5_acc: 0.7885, loss_cls: 1.8561, loss: 1.8561, grad_norm: 6.0020 2020-10-11 11:41:07,966 - mmaction - INFO - Epoch [9][4540/5010] lr: 7.500e-03, eta: 2 days, 11:17:29, time: 1.060, data_time: 0.006, memory: 10398, top1_acc: 0.5510, top5_acc: 0.7937, loss_cls: 1.8233, loss: 1.8233, grad_norm: 6.2055 2020-10-11 11:41:28,238 - mmaction - INFO - Epoch [9][4560/5010] lr: 7.500e-03, eta: 2 days, 11:17:06, time: 1.017, data_time: 0.008, memory: 10398, top1_acc: 0.5490, top5_acc: 0.7875, loss_cls: 1.8314, loss: 1.8314, grad_norm: 6.0160 2020-10-11 11:41:48,221 - mmaction - INFO - Epoch [9][4580/5010] lr: 7.500e-03, eta: 2 days, 11:16:42, time: 0.999, data_time: 0.002, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8031, loss_cls: 1.7812, loss: 1.7812, grad_norm: 5.7600 2020-10-11 11:42:09,060 - mmaction - INFO - Epoch [9][4600/5010] lr: 7.500e-03, eta: 2 days, 11:16:21, time: 1.040, data_time: 0.005, memory: 10398, top1_acc: 0.5375, top5_acc: 0.7917, loss_cls: 1.9534, loss: 1.9534, grad_norm: 6.1660 2020-10-11 11:42:29,267 - mmaction - INFO - Epoch [9][4620/5010] lr: 7.500e-03, eta: 2 days, 11:15:58, time: 1.012, data_time: 0.007, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8094, loss_cls: 1.7904, loss: 1.7904, grad_norm: 5.7726 2020-10-11 11:42:48,354 - mmaction - INFO - Epoch [9][4640/5010] lr: 7.500e-03, eta: 2 days, 11:15:30, time: 0.955, data_time: 0.002, memory: 10398, top1_acc: 0.5490, top5_acc: 0.7958, loss_cls: 1.7934, loss: 1.7934, grad_norm: 5.9871 2020-10-11 11:43:08,270 - mmaction - INFO - Epoch [9][4660/5010] lr: 7.500e-03, eta: 2 days, 11:15:06, time: 0.994, data_time: 0.005, memory: 10398, top1_acc: 0.5635, top5_acc: 0.7917, loss_cls: 1.8413, loss: 1.8413, grad_norm: 5.9919 2020-10-11 11:43:29,232 - mmaction - INFO - Epoch [9][4680/5010] lr: 7.500e-03, eta: 2 days, 11:14:46, time: 1.049, data_time: 0.003, memory: 10398, top1_acc: 0.5521, top5_acc: 0.7729, loss_cls: 1.9387, loss: 1.9387, grad_norm: 5.8259 2020-10-11 11:43:49,142 - mmaction - INFO - Epoch [9][4700/5010] lr: 7.500e-03, eta: 2 days, 11:14:21, time: 0.995, data_time: 0.002, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8083, loss_cls: 1.8000, loss: 1.8000, grad_norm: 5.7133 2020-10-11 11:44:09,380 - mmaction - INFO - Epoch [9][4720/5010] lr: 7.500e-03, eta: 2 days, 11:13:58, time: 1.010, data_time: 0.005, memory: 10398, top1_acc: 0.5542, top5_acc: 0.7938, loss_cls: 1.8353, loss: 1.8353, grad_norm: 5.9563 2020-10-11 11:44:29,121 - mmaction - INFO - Epoch [9][4740/5010] lr: 7.500e-03, eta: 2 days, 11:13:33, time: 0.989, data_time: 0.007, memory: 10398, top1_acc: 0.5635, top5_acc: 0.8031, loss_cls: 1.8168, loss: 1.8168, grad_norm: 5.8050 2020-10-11 11:44:49,154 - mmaction - INFO - Epoch [9][4760/5010] lr: 7.500e-03, eta: 2 days, 11:13:09, time: 1.001, data_time: 0.002, memory: 10398, top1_acc: 0.5375, top5_acc: 0.7865, loss_cls: 1.8894, loss: 1.8894, grad_norm: 6.0238 2020-10-11 11:45:09,147 - mmaction - INFO - Epoch [9][4780/5010] lr: 7.500e-03, eta: 2 days, 11:12:45, time: 0.999, data_time: 0.005, memory: 10398, top1_acc: 0.5604, top5_acc: 0.7917, loss_cls: 1.8571, loss: 1.8571, grad_norm: 5.7880 2020-10-11 11:45:29,606 - mmaction - INFO - Epoch [9][4800/5010] lr: 7.500e-03, eta: 2 days, 11:12:23, time: 1.023, data_time: 0.002, memory: 10398, top1_acc: 0.5615, top5_acc: 0.7865, loss_cls: 1.8738, loss: 1.8738, grad_norm: 5.8376 2020-10-11 11:45:48,975 - mmaction - INFO - Epoch [9][4820/5010] lr: 7.500e-03, eta: 2 days, 11:11:56, time: 0.968, data_time: 0.002, memory: 10398, top1_acc: 0.5521, top5_acc: 0.7844, loss_cls: 1.9115, loss: 1.9115, grad_norm: 5.8507 2020-10-11 11:46:10,201 - mmaction - INFO - Epoch [9][4840/5010] lr: 7.500e-03, eta: 2 days, 11:11:37, time: 1.059, data_time: 0.005, memory: 10398, top1_acc: 0.5604, top5_acc: 0.8104, loss_cls: 1.7892, loss: 1.7892, grad_norm: 5.8735 2020-10-11 11:46:30,374 - mmaction - INFO - Epoch [9][4860/5010] lr: 7.500e-03, eta: 2 days, 11:11:14, time: 1.012, data_time: 0.009, memory: 10398, top1_acc: 0.5479, top5_acc: 0.8042, loss_cls: 1.8569, loss: 1.8569, grad_norm: 6.1745 2020-10-11 11:46:50,649 - mmaction - INFO - Epoch [9][4880/5010] lr: 7.500e-03, eta: 2 days, 11:10:52, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.5677, top5_acc: 0.8031, loss_cls: 1.8027, loss: 1.8027, grad_norm: 6.1403 2020-10-11 11:47:10,156 - mmaction - INFO - Epoch [9][4900/5010] lr: 7.500e-03, eta: 2 days, 11:10:25, time: 0.975, data_time: 0.005, memory: 10398, top1_acc: 0.5542, top5_acc: 0.7927, loss_cls: 1.8931, loss: 1.8931, grad_norm: 5.9450 2020-10-11 11:47:30,179 - mmaction - INFO - Epoch [9][4920/5010] lr: 7.500e-03, eta: 2 days, 11:10:01, time: 1.001, data_time: 0.002, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8125, loss_cls: 1.7764, loss: 1.7764, grad_norm: 5.6668 2020-10-11 11:47:49,841 - mmaction - INFO - Epoch [9][4940/5010] lr: 7.500e-03, eta: 2 days, 11:09:36, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.5615, top5_acc: 0.8000, loss_cls: 1.8169, loss: 1.8169, grad_norm: 5.7554 2020-10-11 11:48:10,901 - mmaction - INFO - Epoch [9][4960/5010] lr: 7.500e-03, eta: 2 days, 11:09:16, time: 1.049, data_time: 0.006, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8125, loss_cls: 1.7374, loss: 1.7374, grad_norm: 5.8356 2020-10-11 11:48:29,724 - mmaction - INFO - Epoch [9][4980/5010] lr: 7.500e-03, eta: 2 days, 11:08:47, time: 0.945, data_time: 0.007, memory: 10398, top1_acc: 0.5448, top5_acc: 0.7865, loss_cls: 1.8939, loss: 1.8939, grad_norm: 6.0342 2020-10-11 11:48:50,400 - mmaction - INFO - Epoch [9][5000/5010] lr: 7.500e-03, eta: 2 days, 11:08:26, time: 1.034, data_time: 0.002, memory: 10398, top1_acc: 0.5573, top5_acc: 0.8177, loss_cls: 1.7722, loss: 1.7722, grad_norm: 5.9444 2020-10-11 11:49:32,044 - mmaction - INFO - Epoch [10][20/5010] lr: 7.500e-03, eta: 2 days, 11:08:00, time: 1.615, data_time: 0.742, memory: 10398, top1_acc: 0.5729, top5_acc: 0.8010, loss_cls: 1.7859, loss: 1.7859, grad_norm: 5.7521 2020-10-11 11:49:50,208 - mmaction - INFO - Epoch [10][40/5010] lr: 7.500e-03, eta: 2 days, 11:07:28, time: 0.910, data_time: 0.007, memory: 10398, top1_acc: 0.5594, top5_acc: 0.7990, loss_cls: 1.7604, loss: 1.7604, grad_norm: 6.0552 2020-10-11 11:50:10,762 - mmaction - INFO - Epoch [10][60/5010] lr: 7.500e-03, eta: 2 days, 11:07:07, time: 1.028, data_time: 0.002, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8281, loss_cls: 1.7200, loss: 1.7200, grad_norm: 5.8699 2020-10-11 11:50:30,204 - mmaction - INFO - Epoch [10][80/5010] lr: 7.500e-03, eta: 2 days, 11:06:40, time: 0.972, data_time: 0.003, memory: 10398, top1_acc: 0.5573, top5_acc: 0.7969, loss_cls: 1.8162, loss: 1.8162, grad_norm: 6.0406 2020-10-11 11:50:51,140 - mmaction - INFO - Epoch [10][100/5010] lr: 7.500e-03, eta: 2 days, 11:06:20, time: 1.047, data_time: 0.002, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8167, loss_cls: 1.6931, loss: 1.6931, grad_norm: 5.9816 2020-10-11 11:51:10,424 - mmaction - INFO - Epoch [10][120/5010] lr: 7.500e-03, eta: 2 days, 11:05:53, time: 0.960, data_time: 0.005, memory: 10398, top1_acc: 0.5646, top5_acc: 0.8083, loss_cls: 1.7761, loss: 1.7761, grad_norm: 5.8399 2020-10-11 11:51:30,777 - mmaction - INFO - Epoch [10][140/5010] lr: 7.500e-03, eta: 2 days, 11:05:31, time: 1.021, data_time: 0.008, memory: 10398, top1_acc: 0.5635, top5_acc: 0.8198, loss_cls: 1.7567, loss: 1.7567, grad_norm: 6.0839 2020-10-11 11:51:50,391 - mmaction - INFO - Epoch [10][160/5010] lr: 7.500e-03, eta: 2 days, 11:05:05, time: 0.981, data_time: 0.002, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8052, loss_cls: 1.7159, loss: 1.7159, grad_norm: 6.0631 2020-10-11 11:52:10,905 - mmaction - INFO - Epoch [10][180/5010] lr: 7.500e-03, eta: 2 days, 11:04:43, time: 1.025, data_time: 0.005, memory: 10398, top1_acc: 0.5677, top5_acc: 0.8125, loss_cls: 1.7583, loss: 1.7583, grad_norm: 6.0445 2020-10-11 11:52:30,449 - mmaction - INFO - Epoch [10][200/5010] lr: 7.500e-03, eta: 2 days, 11:04:17, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8260, loss_cls: 1.6836, loss: 1.6836, grad_norm: 6.0380 2020-10-11 11:52:50,361 - mmaction - INFO - Epoch [10][220/5010] lr: 7.500e-03, eta: 2 days, 11:03:53, time: 0.996, data_time: 0.003, memory: 10398, top1_acc: 0.5500, top5_acc: 0.7958, loss_cls: 1.8234, loss: 1.8234, grad_norm: 6.3123 2020-10-11 11:53:10,671 - mmaction - INFO - Epoch [10][240/5010] lr: 7.500e-03, eta: 2 days, 11:03:30, time: 1.015, data_time: 0.007, memory: 10398, top1_acc: 0.5698, top5_acc: 0.8177, loss_cls: 1.7205, loss: 1.7205, grad_norm: 6.0022 2020-10-11 11:53:30,401 - mmaction - INFO - Epoch [10][260/5010] lr: 7.500e-03, eta: 2 days, 11:03:05, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8125, loss_cls: 1.6970, loss: 1.6970, grad_norm: 5.8976 2020-10-11 11:53:50,364 - mmaction - INFO - Epoch [10][280/5010] lr: 7.500e-03, eta: 2 days, 11:02:41, time: 0.998, data_time: 0.002, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8281, loss_cls: 1.7286, loss: 1.7286, grad_norm: 6.0654 2020-10-11 11:54:10,258 - mmaction - INFO - Epoch [10][300/5010] lr: 7.500e-03, eta: 2 days, 11:02:16, time: 0.994, data_time: 0.006, memory: 10398, top1_acc: 0.5615, top5_acc: 0.8062, loss_cls: 1.8120, loss: 1.8120, grad_norm: 6.0636 2020-10-11 11:54:30,182 - mmaction - INFO - Epoch [10][320/5010] lr: 7.500e-03, eta: 2 days, 11:01:52, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.5698, top5_acc: 0.8063, loss_cls: 1.8031, loss: 1.8031, grad_norm: 5.9521 2020-10-11 11:54:50,660 - mmaction - INFO - Epoch [10][340/5010] lr: 7.500e-03, eta: 2 days, 11:01:30, time: 1.023, data_time: 0.002, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8177, loss_cls: 1.8086, loss: 1.8086, grad_norm: 5.8968 2020-10-11 11:55:10,138 - mmaction - INFO - Epoch [10][360/5010] lr: 7.500e-03, eta: 2 days, 11:01:04, time: 0.975, data_time: 0.005, memory: 10398, top1_acc: 0.5698, top5_acc: 0.8156, loss_cls: 1.7424, loss: 1.7424, grad_norm: 5.9160 2020-10-11 11:55:30,550 - mmaction - INFO - Epoch [10][380/5010] lr: 7.500e-03, eta: 2 days, 11:00:42, time: 1.021, data_time: 0.002, memory: 10398, top1_acc: 0.5500, top5_acc: 0.7885, loss_cls: 1.8825, loss: 1.8825, grad_norm: 6.1646 2020-10-11 11:55:50,824 - mmaction - INFO - Epoch [10][400/5010] lr: 7.500e-03, eta: 2 days, 11:00:19, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.5563, top5_acc: 0.8010, loss_cls: 1.8010, loss: 1.8010, grad_norm: 6.0621 2020-10-11 11:56:10,644 - mmaction - INFO - Epoch [10][420/5010] lr: 7.500e-03, eta: 2 days, 10:59:54, time: 0.991, data_time: 0.005, memory: 10398, top1_acc: 0.5594, top5_acc: 0.7979, loss_cls: 1.8024, loss: 1.8024, grad_norm: 6.0026 2020-10-11 11:56:30,865 - mmaction - INFO - Epoch [10][440/5010] lr: 7.500e-03, eta: 2 days, 10:59:31, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8250, loss_cls: 1.7158, loss: 1.7158, grad_norm: 5.9222 2020-10-11 11:56:50,663 - mmaction - INFO - Epoch [10][460/5010] lr: 7.500e-03, eta: 2 days, 10:59:06, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8000, loss_cls: 1.7729, loss: 1.7729, grad_norm: 6.0053 2020-10-11 11:57:11,267 - mmaction - INFO - Epoch [10][480/5010] lr: 7.500e-03, eta: 2 days, 10:58:45, time: 1.028, data_time: 0.006, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8042, loss_cls: 1.7816, loss: 1.7816, grad_norm: 5.7508 2020-10-11 11:57:30,737 - mmaction - INFO - Epoch [10][500/5010] lr: 7.500e-03, eta: 2 days, 10:58:19, time: 0.976, data_time: 0.007, memory: 10398, top1_acc: 0.5677, top5_acc: 0.8094, loss_cls: 1.8110, loss: 1.8110, grad_norm: 5.8601 2020-10-11 11:57:50,621 - mmaction - INFO - Epoch [10][520/5010] lr: 7.500e-03, eta: 2 days, 10:57:54, time: 0.991, data_time: 0.005, memory: 10398, top1_acc: 0.5604, top5_acc: 0.7979, loss_cls: 1.8122, loss: 1.8122, grad_norm: 5.8064 2020-10-11 11:58:10,567 - mmaction - INFO - Epoch [10][540/5010] lr: 7.500e-03, eta: 2 days, 10:57:30, time: 1.000, data_time: 0.008, memory: 10398, top1_acc: 0.5802, top5_acc: 0.8125, loss_cls: 1.6769, loss: 1.6769, grad_norm: 6.1179 2020-10-11 11:58:31,429 - mmaction - INFO - Epoch [10][560/5010] lr: 7.500e-03, eta: 2 days, 10:57:09, time: 1.039, data_time: 0.006, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8052, loss_cls: 1.7140, loss: 1.7140, grad_norm: 5.5704 2020-10-11 11:58:52,076 - mmaction - INFO - Epoch [10][580/5010] lr: 7.500e-03, eta: 2 days, 10:56:49, time: 1.037, data_time: 0.008, memory: 10398, top1_acc: 0.5521, top5_acc: 0.8031, loss_cls: 1.7949, loss: 1.7949, grad_norm: 5.9912 2020-10-11 11:59:12,947 - mmaction - INFO - Epoch [10][600/5010] lr: 7.500e-03, eta: 2 days, 10:56:28, time: 1.040, data_time: 0.005, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8229, loss_cls: 1.7141, loss: 1.7141, grad_norm: 5.8576 2020-10-11 11:59:32,382 - mmaction - INFO - Epoch [10][620/5010] lr: 7.500e-03, eta: 2 days, 10:56:02, time: 0.975, data_time: 0.008, memory: 10398, top1_acc: 0.5510, top5_acc: 0.7708, loss_cls: 1.9266, loss: 1.9266, grad_norm: 6.1673 2020-10-11 11:59:53,573 - mmaction - INFO - Epoch [10][640/5010] lr: 7.500e-03, eta: 2 days, 10:55:43, time: 1.057, data_time: 0.005, memory: 10398, top1_acc: 0.5583, top5_acc: 0.8021, loss_cls: 1.7812, loss: 1.7812, grad_norm: 6.1342 2020-10-11 12:00:21,021 - mmaction - INFO - Epoch [10][660/5010] lr: 7.500e-03, eta: 2 days, 10:55:53, time: 1.369, data_time: 0.007, memory: 10398, top1_acc: 0.5813, top5_acc: 0.8271, loss_cls: 1.7123, loss: 1.7123, grad_norm: 5.8047 2020-10-11 12:00:39,528 - mmaction - INFO - Epoch [10][680/5010] lr: 7.500e-03, eta: 2 days, 10:55:22, time: 0.931, data_time: 0.015, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8240, loss_cls: 1.6952, loss: 1.6952, grad_norm: 5.9145 2020-10-11 12:00:59,184 - mmaction - INFO - Epoch [10][700/5010] lr: 7.500e-03, eta: 2 days, 10:54:57, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.5740, top5_acc: 0.8073, loss_cls: 1.7721, loss: 1.7721, grad_norm: 5.9431 2020-10-11 12:01:19,207 - mmaction - INFO - Epoch [10][720/5010] lr: 7.500e-03, eta: 2 days, 10:54:33, time: 1.000, data_time: 0.002, memory: 10398, top1_acc: 0.5698, top5_acc: 0.8094, loss_cls: 1.7439, loss: 1.7439, grad_norm: 5.6964 2020-10-11 12:01:40,039 - mmaction - INFO - Epoch [10][740/5010] lr: 7.500e-03, eta: 2 days, 10:54:13, time: 1.040, data_time: 0.006, memory: 10398, top1_acc: 0.5760, top5_acc: 0.8198, loss_cls: 1.7292, loss: 1.7292, grad_norm: 6.0325 2020-10-11 12:02:00,355 - mmaction - INFO - Epoch [10][760/5010] lr: 7.500e-03, eta: 2 days, 10:53:50, time: 1.018, data_time: 0.008, memory: 10398, top1_acc: 0.5542, top5_acc: 0.7729, loss_cls: 1.9064, loss: 1.9064, grad_norm: 5.7937 2020-10-11 12:02:20,704 - mmaction - INFO - Epoch [10][780/5010] lr: 7.500e-03, eta: 2 days, 10:53:28, time: 1.017, data_time: 0.003, memory: 10398, top1_acc: 0.5698, top5_acc: 0.7958, loss_cls: 1.8239, loss: 1.8239, grad_norm: 5.9484 2020-10-11 12:02:40,377 - mmaction - INFO - Epoch [10][800/5010] lr: 7.500e-03, eta: 2 days, 10:53:03, time: 0.984, data_time: 0.003, memory: 10398, top1_acc: 0.5698, top5_acc: 0.8125, loss_cls: 1.7217, loss: 1.7217, grad_norm: 5.5937 2020-10-11 12:03:01,177 - mmaction - INFO - Epoch [10][820/5010] lr: 7.500e-03, eta: 2 days, 10:52:42, time: 1.036, data_time: 0.005, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8312, loss_cls: 1.7365, loss: 1.7365, grad_norm: 5.9077 2020-10-11 12:03:20,826 - mmaction - INFO - Epoch [10][840/5010] lr: 7.500e-03, eta: 2 days, 10:52:17, time: 0.986, data_time: 0.008, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8229, loss_cls: 1.7162, loss: 1.7162, grad_norm: 5.8389 2020-10-11 12:03:42,080 - mmaction - INFO - Epoch [10][860/5010] lr: 7.500e-03, eta: 2 days, 10:51:58, time: 1.060, data_time: 0.006, memory: 10398, top1_acc: 0.5667, top5_acc: 0.7948, loss_cls: 1.8374, loss: 1.8374, grad_norm: 6.2930 2020-10-11 12:04:02,374 - mmaction - INFO - Epoch [10][880/5010] lr: 7.500e-03, eta: 2 days, 10:51:36, time: 1.018, data_time: 0.008, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8208, loss_cls: 1.6353, loss: 1.6353, grad_norm: 5.9998 2020-10-11 12:04:23,154 - mmaction - INFO - Epoch [10][900/5010] lr: 7.500e-03, eta: 2 days, 10:51:15, time: 1.039, data_time: 0.004, memory: 10398, top1_acc: 0.5646, top5_acc: 0.8031, loss_cls: 1.7667, loss: 1.7667, grad_norm: 6.2548 2020-10-11 12:04:43,985 - mmaction - INFO - Epoch [10][920/5010] lr: 7.500e-03, eta: 2 days, 10:50:55, time: 1.042, data_time: 0.002, memory: 10398, top1_acc: 0.5469, top5_acc: 0.8042, loss_cls: 1.8334, loss: 1.8334, grad_norm: 5.8995 2020-10-11 12:05:03,974 - mmaction - INFO - Epoch [10][940/5010] lr: 7.500e-03, eta: 2 days, 10:50:31, time: 0.999, data_time: 0.005, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8188, loss_cls: 1.6989, loss: 1.6989, grad_norm: 5.7506 2020-10-11 12:05:23,395 - mmaction - INFO - Epoch [10][960/5010] lr: 7.500e-03, eta: 2 days, 10:50:05, time: 0.971, data_time: 0.002, memory: 10398, top1_acc: 0.5802, top5_acc: 0.7896, loss_cls: 1.8148, loss: 1.8148, grad_norm: 5.9642 2020-10-11 12:05:43,737 - mmaction - INFO - Epoch [10][980/5010] lr: 7.500e-03, eta: 2 days, 10:49:42, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.5802, top5_acc: 0.8260, loss_cls: 1.7127, loss: 1.7127, grad_norm: 6.1331 2020-10-11 12:06:04,407 - mmaction - INFO - Epoch [10][1000/5010] lr: 7.500e-03, eta: 2 days, 10:49:21, time: 1.034, data_time: 0.002, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8250, loss_cls: 1.6803, loss: 1.6803, grad_norm: 5.9190 2020-10-11 12:06:25,263 - mmaction - INFO - Epoch [10][1020/5010] lr: 7.500e-03, eta: 2 days, 10:49:01, time: 1.043, data_time: 0.007, memory: 10398, top1_acc: 0.5802, top5_acc: 0.8104, loss_cls: 1.7513, loss: 1.7513, grad_norm: 6.2024 2020-10-11 12:06:46,144 - mmaction - INFO - Epoch [10][1040/5010] lr: 7.500e-03, eta: 2 days, 10:48:41, time: 1.043, data_time: 0.002, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8240, loss_cls: 1.7358, loss: 1.7358, grad_norm: 5.8956 2020-10-11 12:07:07,084 - mmaction - INFO - Epoch [10][1060/5010] lr: 7.500e-03, eta: 2 days, 10:48:21, time: 1.045, data_time: 0.006, memory: 10398, top1_acc: 0.5656, top5_acc: 0.7875, loss_cls: 1.8109, loss: 1.8109, grad_norm: 5.9432 2020-10-11 12:07:26,758 - mmaction - INFO - Epoch [10][1080/5010] lr: 7.500e-03, eta: 2 days, 10:47:56, time: 0.985, data_time: 0.006, memory: 10398, top1_acc: 0.6250, top5_acc: 0.8427, loss_cls: 1.5264, loss: 1.5264, grad_norm: 5.5952 2020-10-11 12:07:46,336 - mmaction - INFO - Epoch [10][1100/5010] lr: 7.500e-03, eta: 2 days, 10:47:30, time: 0.980, data_time: 0.003, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8177, loss_cls: 1.7023, loss: 1.7023, grad_norm: 6.1251 2020-10-11 12:08:07,900 - mmaction - INFO - Epoch [10][1120/5010] lr: 7.500e-03, eta: 2 days, 10:47:13, time: 1.076, data_time: 0.005, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8323, loss_cls: 1.6229, loss: 1.6229, grad_norm: 5.7950 2020-10-11 12:08:29,156 - mmaction - INFO - Epoch [10][1140/5010] lr: 7.500e-03, eta: 2 days, 10:46:55, time: 1.065, data_time: 0.008, memory: 10398, top1_acc: 0.5646, top5_acc: 0.7969, loss_cls: 1.8380, loss: 1.8380, grad_norm: 5.8857 2020-10-11 12:08:48,695 - mmaction - INFO - Epoch [10][1160/5010] lr: 7.500e-03, eta: 2 days, 10:46:29, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8156, loss_cls: 1.7027, loss: 1.7027, grad_norm: 5.6684 2020-10-11 12:09:08,894 - mmaction - INFO - Epoch [10][1180/5010] lr: 7.500e-03, eta: 2 days, 10:46:06, time: 1.010, data_time: 0.005, memory: 10398, top1_acc: 0.5729, top5_acc: 0.8208, loss_cls: 1.7270, loss: 1.7270, grad_norm: 5.7637 2020-10-11 12:09:29,790 - mmaction - INFO - Epoch [10][1200/5010] lr: 7.500e-03, eta: 2 days, 10:45:46, time: 1.045, data_time: 0.002, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8000, loss_cls: 1.7795, loss: 1.7795, grad_norm: 5.6815 2020-10-11 12:09:50,262 - mmaction - INFO - Epoch [10][1220/5010] lr: 7.500e-03, eta: 2 days, 10:45:24, time: 1.024, data_time: 0.002, memory: 10398, top1_acc: 0.5594, top5_acc: 0.8052, loss_cls: 1.7475, loss: 1.7475, grad_norm: 6.1430 2020-10-11 12:10:10,542 - mmaction - INFO - Epoch [10][1240/5010] lr: 7.500e-03, eta: 2 days, 10:45:02, time: 1.014, data_time: 0.006, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8094, loss_cls: 1.7270, loss: 1.7270, grad_norm: 5.7705 2020-10-11 12:10:31,608 - mmaction - INFO - Epoch [10][1260/5010] lr: 7.500e-03, eta: 2 days, 10:44:42, time: 1.053, data_time: 0.002, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8156, loss_cls: 1.6830, loss: 1.6830, grad_norm: 5.7634 2020-10-11 12:10:51,043 - mmaction - INFO - Epoch [10][1280/5010] lr: 7.500e-03, eta: 2 days, 10:44:16, time: 0.972, data_time: 0.005, memory: 10398, top1_acc: 0.5750, top5_acc: 0.8000, loss_cls: 1.7970, loss: 1.7970, grad_norm: 5.7502 2020-10-11 12:11:11,847 - mmaction - INFO - Epoch [10][1300/5010] lr: 7.500e-03, eta: 2 days, 10:43:56, time: 1.040, data_time: 0.005, memory: 10398, top1_acc: 0.5646, top5_acc: 0.8125, loss_cls: 1.7629, loss: 1.7629, grad_norm: 6.0920 2020-10-11 12:11:33,021 - mmaction - INFO - Epoch [10][1320/5010] lr: 7.500e-03, eta: 2 days, 10:43:37, time: 1.056, data_time: 0.002, memory: 10398, top1_acc: 0.5510, top5_acc: 0.7990, loss_cls: 1.8301, loss: 1.8301, grad_norm: 6.1916 2020-10-11 12:11:53,946 - mmaction - INFO - Epoch [10][1340/5010] lr: 7.500e-03, eta: 2 days, 10:43:17, time: 1.049, data_time: 0.008, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8240, loss_cls: 1.7142, loss: 1.7142, grad_norm: 5.8080 2020-10-11 12:12:14,057 - mmaction - INFO - Epoch [10][1360/5010] lr: 7.500e-03, eta: 2 days, 10:42:54, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.5417, top5_acc: 0.7740, loss_cls: 1.9164, loss: 1.9164, grad_norm: 6.1721 2020-10-11 12:12:34,682 - mmaction - INFO - Epoch [10][1380/5010] lr: 7.500e-03, eta: 2 days, 10:42:33, time: 1.031, data_time: 0.002, memory: 10398, top1_acc: 0.5469, top5_acc: 0.7927, loss_cls: 1.8775, loss: 1.8775, grad_norm: 6.1796 2020-10-11 12:12:55,327 - mmaction - INFO - Epoch [10][1400/5010] lr: 7.500e-03, eta: 2 days, 10:42:12, time: 1.032, data_time: 0.002, memory: 10398, top1_acc: 0.5625, top5_acc: 0.7948, loss_cls: 1.8258, loss: 1.8258, grad_norm: 6.0720 2020-10-11 12:13:16,871 - mmaction - INFO - Epoch [10][1420/5010] lr: 7.500e-03, eta: 2 days, 10:41:55, time: 1.077, data_time: 0.002, memory: 10398, top1_acc: 0.5760, top5_acc: 0.8219, loss_cls: 1.7136, loss: 1.7136, grad_norm: 5.6563 2020-10-11 12:13:37,312 - mmaction - INFO - Epoch [10][1440/5010] lr: 7.500e-03, eta: 2 days, 10:41:33, time: 1.022, data_time: 0.004, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8125, loss_cls: 1.7286, loss: 1.7286, grad_norm: 5.9270 2020-10-11 12:13:57,358 - mmaction - INFO - Epoch [10][1460/5010] lr: 7.500e-03, eta: 2 days, 10:41:09, time: 1.002, data_time: 0.002, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8010, loss_cls: 1.7518, loss: 1.7518, grad_norm: 5.8804 2020-10-11 12:14:16,864 - mmaction - INFO - Epoch [10][1480/5010] lr: 7.500e-03, eta: 2 days, 10:40:43, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.5615, top5_acc: 0.8104, loss_cls: 1.7547, loss: 1.7547, grad_norm: 6.2203 2020-10-11 12:14:37,903 - mmaction - INFO - Epoch [10][1500/5010] lr: 7.500e-03, eta: 2 days, 10:40:23, time: 1.050, data_time: 0.005, memory: 10398, top1_acc: 0.5573, top5_acc: 0.7979, loss_cls: 1.8431, loss: 1.8431, grad_norm: 5.9850 2020-10-11 12:14:57,879 - mmaction - INFO - Epoch [10][1520/5010] lr: 7.500e-03, eta: 2 days, 10:40:00, time: 1.001, data_time: 0.004, memory: 10398, top1_acc: 0.5906, top5_acc: 0.7948, loss_cls: 1.7425, loss: 1.7425, grad_norm: 5.6883 2020-10-11 12:15:18,663 - mmaction - INFO - Epoch [10][1540/5010] lr: 7.500e-03, eta: 2 days, 10:39:39, time: 1.039, data_time: 0.002, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8115, loss_cls: 1.7936, loss: 1.7936, grad_norm: 5.9371 2020-10-11 12:15:39,139 - mmaction - INFO - Epoch [10][1560/5010] lr: 7.500e-03, eta: 2 days, 10:39:17, time: 1.021, data_time: 0.006, memory: 10398, top1_acc: 0.5740, top5_acc: 0.8094, loss_cls: 1.7604, loss: 1.7604, grad_norm: 5.9999 2020-10-11 12:15:59,575 - mmaction - INFO - Epoch [10][1580/5010] lr: 7.500e-03, eta: 2 days, 10:38:55, time: 1.024, data_time: 0.008, memory: 10398, top1_acc: 0.5604, top5_acc: 0.7948, loss_cls: 1.8303, loss: 1.8303, grad_norm: 6.1318 2020-10-11 12:16:20,541 - mmaction - INFO - Epoch [10][1600/5010] lr: 7.500e-03, eta: 2 days, 10:38:36, time: 1.048, data_time: 0.002, memory: 10398, top1_acc: 0.5583, top5_acc: 0.8167, loss_cls: 1.8111, loss: 1.8111, grad_norm: 6.1010 2020-10-11 12:16:41,796 - mmaction - INFO - Epoch [10][1620/5010] lr: 7.500e-03, eta: 2 days, 10:38:17, time: 1.061, data_time: 0.005, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8104, loss_cls: 1.7025, loss: 1.7025, grad_norm: 5.8168 2020-10-11 12:17:01,922 - mmaction - INFO - Epoch [10][1640/5010] lr: 7.500e-03, eta: 2 days, 10:37:54, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.5417, top5_acc: 0.8083, loss_cls: 1.8120, loss: 1.8120, grad_norm: 5.8605 2020-10-11 12:17:22,584 - mmaction - INFO - Epoch [10][1660/5010] lr: 7.500e-03, eta: 2 days, 10:37:33, time: 1.035, data_time: 0.004, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8198, loss_cls: 1.6702, loss: 1.6702, grad_norm: 5.7592 2020-10-11 12:17:43,104 - mmaction - INFO - Epoch [10][1680/5010] lr: 7.500e-03, eta: 2 days, 10:37:12, time: 1.026, data_time: 0.002, memory: 10398, top1_acc: 0.5615, top5_acc: 0.8000, loss_cls: 1.8090, loss: 1.8090, grad_norm: 6.0205 2020-10-11 12:18:02,447 - mmaction - INFO - Epoch [10][1700/5010] lr: 7.500e-03, eta: 2 days, 10:36:45, time: 0.967, data_time: 0.005, memory: 10398, top1_acc: 0.5656, top5_acc: 0.8021, loss_cls: 1.8566, loss: 1.8566, grad_norm: 6.1324 2020-10-11 12:18:23,704 - mmaction - INFO - Epoch [10][1720/5010] lr: 7.500e-03, eta: 2 days, 10:36:27, time: 1.063, data_time: 0.002, memory: 10398, top1_acc: 0.5573, top5_acc: 0.7927, loss_cls: 1.8510, loss: 1.8510, grad_norm: 5.8502 2020-10-11 12:18:44,825 - mmaction - INFO - Epoch [10][1740/5010] lr: 7.500e-03, eta: 2 days, 10:36:08, time: 1.056, data_time: 0.002, memory: 10398, top1_acc: 0.5615, top5_acc: 0.8094, loss_cls: 1.8016, loss: 1.8016, grad_norm: 5.8234 2020-10-11 12:19:05,537 - mmaction - INFO - Epoch [10][1760/5010] lr: 7.500e-03, eta: 2 days, 10:35:47, time: 1.033, data_time: 0.004, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8062, loss_cls: 1.7304, loss: 1.7304, grad_norm: 6.1020 2020-10-11 12:19:25,561 - mmaction - INFO - Epoch [10][1780/5010] lr: 7.500e-03, eta: 2 days, 10:35:23, time: 1.003, data_time: 0.007, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8188, loss_cls: 1.6621, loss: 1.6621, grad_norm: 5.8877 2020-10-11 12:19:45,087 - mmaction - INFO - Epoch [10][1800/5010] lr: 7.500e-03, eta: 2 days, 10:34:57, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8083, loss_cls: 1.7462, loss: 1.7462, grad_norm: 6.1767 2020-10-11 12:20:05,485 - mmaction - INFO - Epoch [10][1820/5010] lr: 7.500e-03, eta: 2 days, 10:34:35, time: 1.020, data_time: 0.005, memory: 10398, top1_acc: 0.5760, top5_acc: 0.7990, loss_cls: 1.7758, loss: 1.7758, grad_norm: 6.0231 2020-10-11 12:20:25,616 - mmaction - INFO - Epoch [10][1840/5010] lr: 7.500e-03, eta: 2 days, 10:34:12, time: 1.007, data_time: 0.002, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8177, loss_cls: 1.6792, loss: 1.6792, grad_norm: 5.9421 2020-10-11 12:20:45,286 - mmaction - INFO - Epoch [10][1860/5010] lr: 7.500e-03, eta: 2 days, 10:33:46, time: 0.981, data_time: 0.002, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8052, loss_cls: 1.8066, loss: 1.8066, grad_norm: 6.2421 2020-10-11 12:21:07,024 - mmaction - INFO - Epoch [10][1880/5010] lr: 7.500e-03, eta: 2 days, 10:33:30, time: 1.090, data_time: 0.008, memory: 10398, top1_acc: 0.5948, top5_acc: 0.7958, loss_cls: 1.7619, loss: 1.7619, grad_norm: 6.0062 2020-10-11 12:21:27,534 - mmaction - INFO - Epoch [10][1900/5010] lr: 7.500e-03, eta: 2 days, 10:33:09, time: 1.025, data_time: 0.006, memory: 10398, top1_acc: 0.5833, top5_acc: 0.7927, loss_cls: 1.7952, loss: 1.7952, grad_norm: 5.8194 2020-10-11 12:21:47,597 - mmaction - INFO - Epoch [10][1920/5010] lr: 7.500e-03, eta: 2 days, 10:32:45, time: 1.002, data_time: 0.002, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8000, loss_cls: 1.8057, loss: 1.8057, grad_norm: 5.9218 2020-10-11 12:22:07,451 - mmaction - INFO - Epoch [10][1940/5010] lr: 7.500e-03, eta: 2 days, 10:32:21, time: 0.994, data_time: 0.003, memory: 10398, top1_acc: 0.5615, top5_acc: 0.8010, loss_cls: 1.8211, loss: 1.8211, grad_norm: 6.1622 2020-10-11 12:22:28,471 - mmaction - INFO - Epoch [10][1960/5010] lr: 7.500e-03, eta: 2 days, 10:32:01, time: 1.051, data_time: 0.006, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8156, loss_cls: 1.7204, loss: 1.7204, grad_norm: 5.7677 2020-10-11 12:22:47,995 - mmaction - INFO - Epoch [10][1980/5010] lr: 7.500e-03, eta: 2 days, 10:31:36, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.5812, top5_acc: 0.7958, loss_cls: 1.8050, loss: 1.8050, grad_norm: 6.0992 2020-10-11 12:23:08,424 - mmaction - INFO - Epoch [10][2000/5010] lr: 7.500e-03, eta: 2 days, 10:31:14, time: 1.022, data_time: 0.005, memory: 10398, top1_acc: 0.5531, top5_acc: 0.7917, loss_cls: 1.9479, loss: 1.9479, grad_norm: 6.0675 2020-10-11 12:23:28,285 - mmaction - INFO - Epoch [10][2020/5010] lr: 7.500e-03, eta: 2 days, 10:30:49, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8250, loss_cls: 1.6616, loss: 1.6616, grad_norm: 5.6134 2020-10-11 12:23:48,163 - mmaction - INFO - Epoch [10][2040/5010] lr: 7.500e-03, eta: 2 days, 10:30:25, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8188, loss_cls: 1.7008, loss: 1.7008, grad_norm: 6.0085 2020-10-11 12:24:08,687 - mmaction - INFO - Epoch [10][2060/5010] lr: 7.500e-03, eta: 2 days, 10:30:03, time: 1.024, data_time: 0.008, memory: 10398, top1_acc: 0.5688, top5_acc: 0.8052, loss_cls: 1.7932, loss: 1.7932, grad_norm: 5.8117 2020-10-11 12:24:29,502 - mmaction - INFO - Epoch [10][2080/5010] lr: 7.500e-03, eta: 2 days, 10:29:43, time: 1.043, data_time: 0.008, memory: 10398, top1_acc: 0.5448, top5_acc: 0.8177, loss_cls: 1.7713, loss: 1.7713, grad_norm: 6.1711 2020-10-11 12:24:49,608 - mmaction - INFO - Epoch [10][2100/5010] lr: 7.500e-03, eta: 2 days, 10:29:20, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8187, loss_cls: 1.7120, loss: 1.7120, grad_norm: 6.0901 2020-10-11 12:25:09,787 - mmaction - INFO - Epoch [10][2120/5010] lr: 7.500e-03, eta: 2 days, 10:28:57, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.5573, top5_acc: 0.7896, loss_cls: 1.8691, loss: 1.8691, grad_norm: 5.9633 2020-10-11 12:25:30,195 - mmaction - INFO - Epoch [10][2140/5010] lr: 7.500e-03, eta: 2 days, 10:28:35, time: 1.020, data_time: 0.002, memory: 10398, top1_acc: 0.5177, top5_acc: 0.7656, loss_cls: 1.9827, loss: 1.9827, grad_norm: 6.0066 2020-10-11 12:25:51,155 - mmaction - INFO - Epoch [10][2160/5010] lr: 7.500e-03, eta: 2 days, 10:28:15, time: 1.048, data_time: 0.002, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8156, loss_cls: 1.7202, loss: 1.7202, grad_norm: 5.7291 2020-10-11 12:26:11,119 - mmaction - INFO - Epoch [10][2180/5010] lr: 7.500e-03, eta: 2 days, 10:27:51, time: 0.998, data_time: 0.006, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8146, loss_cls: 1.7463, loss: 1.7463, grad_norm: 6.0577 2020-10-11 12:26:31,801 - mmaction - INFO - Epoch [10][2200/5010] lr: 7.500e-03, eta: 2 days, 10:27:30, time: 1.031, data_time: 0.002, memory: 10398, top1_acc: 0.5521, top5_acc: 0.7927, loss_cls: 1.8655, loss: 1.8655, grad_norm: 5.8019 2020-10-11 12:26:51,596 - mmaction - INFO - Epoch [10][2220/5010] lr: 7.500e-03, eta: 2 days, 10:27:06, time: 0.992, data_time: 0.007, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8073, loss_cls: 1.7806, loss: 1.7806, grad_norm: 5.7456 2020-10-11 12:27:12,959 - mmaction - INFO - Epoch [10][2240/5010] lr: 7.500e-03, eta: 2 days, 10:26:48, time: 1.069, data_time: 0.003, memory: 10398, top1_acc: 0.5708, top5_acc: 0.8094, loss_cls: 1.7286, loss: 1.7286, grad_norm: 6.0358 2020-10-11 12:27:32,798 - mmaction - INFO - Epoch [10][2260/5010] lr: 7.500e-03, eta: 2 days, 10:26:23, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.5625, top5_acc: 0.8083, loss_cls: 1.8277, loss: 1.8277, grad_norm: 6.1639 2020-10-11 12:27:53,247 - mmaction - INFO - Epoch [10][2280/5010] lr: 7.500e-03, eta: 2 days, 10:26:01, time: 1.025, data_time: 0.007, memory: 10398, top1_acc: 0.5677, top5_acc: 0.7917, loss_cls: 1.8295, loss: 1.8295, grad_norm: 6.0076 2020-10-11 12:28:14,009 - mmaction - INFO - Epoch [10][2300/5010] lr: 7.500e-03, eta: 2 days, 10:25:41, time: 1.038, data_time: 0.002, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8156, loss_cls: 1.6952, loss: 1.6952, grad_norm: 6.1259 2020-10-11 12:28:33,550 - mmaction - INFO - Epoch [10][2320/5010] lr: 7.500e-03, eta: 2 days, 10:25:15, time: 0.974, data_time: 0.006, memory: 10398, top1_acc: 0.5573, top5_acc: 0.7823, loss_cls: 1.8622, loss: 1.8622, grad_norm: 6.2061 2020-10-11 12:28:53,576 - mmaction - INFO - Epoch [10][2340/5010] lr: 7.500e-03, eta: 2 days, 10:24:52, time: 1.005, data_time: 0.008, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8031, loss_cls: 1.7504, loss: 1.7504, grad_norm: 5.8524 2020-10-11 12:29:14,308 - mmaction - INFO - Epoch [10][2360/5010] lr: 7.500e-03, eta: 2 days, 10:24:31, time: 1.034, data_time: 0.005, memory: 10398, top1_acc: 0.5750, top5_acc: 0.8177, loss_cls: 1.7423, loss: 1.7423, grad_norm: 6.1046 2020-10-11 12:29:34,987 - mmaction - INFO - Epoch [10][2380/5010] lr: 7.500e-03, eta: 2 days, 10:24:10, time: 1.036, data_time: 0.008, memory: 10398, top1_acc: 0.5646, top5_acc: 0.8115, loss_cls: 1.7987, loss: 1.7987, grad_norm: 5.9306 2020-10-11 12:29:55,033 - mmaction - INFO - Epoch [10][2400/5010] lr: 7.500e-03, eta: 2 days, 10:23:46, time: 1.001, data_time: 0.005, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8094, loss_cls: 1.7594, loss: 1.7594, grad_norm: 5.9601 2020-10-11 12:30:15,146 - mmaction - INFO - Epoch [10][2420/5010] lr: 7.500e-03, eta: 2 days, 10:23:23, time: 1.007, data_time: 0.004, memory: 10398, top1_acc: 0.5604, top5_acc: 0.8073, loss_cls: 1.8083, loss: 1.8083, grad_norm: 6.0771 2020-10-11 12:30:35,002 - mmaction - INFO - Epoch [10][2440/5010] lr: 7.500e-03, eta: 2 days, 10:22:58, time: 0.988, data_time: 0.006, memory: 10398, top1_acc: 0.5563, top5_acc: 0.7708, loss_cls: 1.9146, loss: 1.9146, grad_norm: 5.8683 2020-10-11 12:30:55,534 - mmaction - INFO - Epoch [10][2460/5010] lr: 7.500e-03, eta: 2 days, 10:22:37, time: 1.031, data_time: 0.008, memory: 10398, top1_acc: 0.5479, top5_acc: 0.7917, loss_cls: 1.8293, loss: 1.8293, grad_norm: 5.9072 2020-10-11 12:31:15,694 - mmaction - INFO - Epoch [10][2480/5010] lr: 7.500e-03, eta: 2 days, 10:22:14, time: 1.008, data_time: 0.002, memory: 10398, top1_acc: 0.5708, top5_acc: 0.8052, loss_cls: 1.7653, loss: 1.7653, grad_norm: 5.9696 2020-10-11 12:31:36,815 - mmaction - INFO - Epoch [10][2500/5010] lr: 7.500e-03, eta: 2 days, 10:21:55, time: 1.057, data_time: 0.008, memory: 10398, top1_acc: 0.5635, top5_acc: 0.7990, loss_cls: 1.8307, loss: 1.8307, grad_norm: 5.8751 2020-10-11 12:31:55,948 - mmaction - INFO - Epoch [10][2520/5010] lr: 7.500e-03, eta: 2 days, 10:21:28, time: 0.956, data_time: 0.002, memory: 10398, top1_acc: 0.5344, top5_acc: 0.7875, loss_cls: 1.8975, loss: 1.8975, grad_norm: 5.9185 2020-10-11 12:32:15,867 - mmaction - INFO - Epoch [10][2540/5010] lr: 7.500e-03, eta: 2 days, 10:21:04, time: 0.996, data_time: 0.002, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8125, loss_cls: 1.7200, loss: 1.7200, grad_norm: 5.7760 2020-10-11 12:32:36,021 - mmaction - INFO - Epoch [10][2560/5010] lr: 7.500e-03, eta: 2 days, 10:20:41, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.5615, top5_acc: 0.7896, loss_cls: 1.8188, loss: 1.8188, grad_norm: 5.8022 2020-10-11 12:32:56,473 - mmaction - INFO - Epoch [10][2580/5010] lr: 7.500e-03, eta: 2 days, 10:20:19, time: 1.024, data_time: 0.008, memory: 10398, top1_acc: 0.5583, top5_acc: 0.8021, loss_cls: 1.7775, loss: 1.7775, grad_norm: 5.8827 2020-10-11 12:33:15,916 - mmaction - INFO - Epoch [10][2600/5010] lr: 7.500e-03, eta: 2 days, 10:19:53, time: 0.974, data_time: 0.004, memory: 10398, top1_acc: 0.5552, top5_acc: 0.7844, loss_cls: 1.8970, loss: 1.8970, grad_norm: 5.8848 2020-10-11 12:33:35,970 - mmaction - INFO - Epoch [10][2620/5010] lr: 7.500e-03, eta: 2 days, 10:19:29, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.5552, top5_acc: 0.8094, loss_cls: 1.7818, loss: 1.7818, grad_norm: 5.8154 2020-10-11 12:33:55,982 - mmaction - INFO - Epoch [10][2640/5010] lr: 7.500e-03, eta: 2 days, 10:19:06, time: 1.001, data_time: 0.002, memory: 10398, top1_acc: 0.5740, top5_acc: 0.7958, loss_cls: 1.7977, loss: 1.7977, grad_norm: 5.9749 2020-10-11 12:34:16,259 - mmaction - INFO - Epoch [10][2660/5010] lr: 7.500e-03, eta: 2 days, 10:18:43, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.5583, top5_acc: 0.8062, loss_cls: 1.7772, loss: 1.7772, grad_norm: 5.7641 2020-10-11 12:34:36,300 - mmaction - INFO - Epoch [10][2680/5010] lr: 7.500e-03, eta: 2 days, 10:18:19, time: 1.000, data_time: 0.005, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8156, loss_cls: 1.7199, loss: 1.7199, grad_norm: 5.7110 2020-10-11 12:34:56,586 - mmaction - INFO - Epoch [10][2700/5010] lr: 7.500e-03, eta: 2 days, 10:17:57, time: 1.016, data_time: 0.008, memory: 10398, top1_acc: 0.5531, top5_acc: 0.7896, loss_cls: 1.8192, loss: 1.8192, grad_norm: 5.8402 2020-10-11 12:35:16,457 - mmaction - INFO - Epoch [10][2720/5010] lr: 7.500e-03, eta: 2 days, 10:17:33, time: 0.994, data_time: 0.003, memory: 10398, top1_acc: 0.5635, top5_acc: 0.7917, loss_cls: 1.8190, loss: 1.8190, grad_norm: 5.7875 2020-10-11 12:35:37,381 - mmaction - INFO - Epoch [10][2740/5010] lr: 7.500e-03, eta: 2 days, 10:17:13, time: 1.044, data_time: 0.005, memory: 10398, top1_acc: 0.5646, top5_acc: 0.7906, loss_cls: 1.7929, loss: 1.7929, grad_norm: 5.7916 2020-10-11 12:35:56,987 - mmaction - INFO - Epoch [10][2760/5010] lr: 7.500e-03, eta: 2 days, 10:16:48, time: 0.983, data_time: 0.006, memory: 10398, top1_acc: 0.5646, top5_acc: 0.8094, loss_cls: 1.7942, loss: 1.7942, grad_norm: 5.9118 2020-10-11 12:36:17,525 - mmaction - INFO - Epoch [10][2780/5010] lr: 7.500e-03, eta: 2 days, 10:16:26, time: 1.027, data_time: 0.002, memory: 10398, top1_acc: 0.5792, top5_acc: 0.7969, loss_cls: 1.7791, loss: 1.7791, grad_norm: 6.0107 2020-10-11 12:36:37,850 - mmaction - INFO - Epoch [10][2800/5010] lr: 7.500e-03, eta: 2 days, 10:16:04, time: 1.013, data_time: 0.006, memory: 10398, top1_acc: 0.5646, top5_acc: 0.7729, loss_cls: 1.8727, loss: 1.8727, grad_norm: 5.9190 2020-10-11 12:36:58,719 - mmaction - INFO - Epoch [10][2820/5010] lr: 7.500e-03, eta: 2 days, 10:15:44, time: 1.047, data_time: 0.007, memory: 10398, top1_acc: 0.5573, top5_acc: 0.8135, loss_cls: 1.7580, loss: 1.7580, grad_norm: 5.6855 2020-10-11 12:37:18,419 - mmaction - INFO - Epoch [10][2840/5010] lr: 7.500e-03, eta: 2 days, 10:15:19, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.5740, top5_acc: 0.8135, loss_cls: 1.7536, loss: 1.7536, grad_norm: 5.8134 2020-10-11 12:37:38,625 - mmaction - INFO - Epoch [10][2860/5010] lr: 7.500e-03, eta: 2 days, 10:14:56, time: 1.010, data_time: 0.006, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8156, loss_cls: 1.7530, loss: 1.7530, grad_norm: 5.8649 2020-10-11 12:37:59,357 - mmaction - INFO - Epoch [10][2880/5010] lr: 7.500e-03, eta: 2 days, 10:14:36, time: 1.037, data_time: 0.002, memory: 10398, top1_acc: 0.5573, top5_acc: 0.8010, loss_cls: 1.7811, loss: 1.7811, grad_norm: 5.9330 2020-10-11 12:38:19,307 - mmaction - INFO - Epoch [10][2900/5010] lr: 7.500e-03, eta: 2 days, 10:14:12, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.5573, top5_acc: 0.8240, loss_cls: 1.7273, loss: 1.7273, grad_norm: 6.0627 2020-10-11 12:38:39,502 - mmaction - INFO - Epoch [10][2920/5010] lr: 7.500e-03, eta: 2 days, 10:13:49, time: 1.007, data_time: 0.006, memory: 10398, top1_acc: 0.5885, top5_acc: 0.7979, loss_cls: 1.7402, loss: 1.7402, grad_norm: 5.9201 2020-10-11 12:38:59,970 - mmaction - INFO - Epoch [10][2940/5010] lr: 7.500e-03, eta: 2 days, 10:13:27, time: 1.026, data_time: 0.007, memory: 10398, top1_acc: 0.5427, top5_acc: 0.7792, loss_cls: 1.9206, loss: 1.9206, grad_norm: 6.1869 2020-10-11 12:39:19,714 - mmaction - INFO - Epoch [10][2960/5010] lr: 7.500e-03, eta: 2 days, 10:13:02, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.5573, top5_acc: 0.8219, loss_cls: 1.7138, loss: 1.7138, grad_norm: 5.8054 2020-10-11 12:39:39,665 - mmaction - INFO - Epoch [10][2980/5010] lr: 7.500e-03, eta: 2 days, 10:12:39, time: 0.998, data_time: 0.005, memory: 10398, top1_acc: 0.5687, top5_acc: 0.7917, loss_cls: 1.7700, loss: 1.7700, grad_norm: 6.1028 2020-10-11 12:40:01,071 - mmaction - INFO - Epoch [10][3000/5010] lr: 7.500e-03, eta: 2 days, 10:12:21, time: 1.070, data_time: 0.002, memory: 10398, top1_acc: 0.5708, top5_acc: 0.7927, loss_cls: 1.8344, loss: 1.8344, grad_norm: 5.8633 2020-10-11 12:40:20,140 - mmaction - INFO - Epoch [10][3020/5010] lr: 7.500e-03, eta: 2 days, 10:11:53, time: 0.954, data_time: 0.002, memory: 10398, top1_acc: 0.5458, top5_acc: 0.7938, loss_cls: 1.8706, loss: 1.8706, grad_norm: 5.8526 2020-10-11 12:40:40,862 - mmaction - INFO - Epoch [10][3040/5010] lr: 7.500e-03, eta: 2 days, 10:11:33, time: 1.036, data_time: 0.006, memory: 10398, top1_acc: 0.5479, top5_acc: 0.7938, loss_cls: 1.8702, loss: 1.8702, grad_norm: 5.9143 2020-10-11 12:41:01,338 - mmaction - INFO - Epoch [10][3060/5010] lr: 7.500e-03, eta: 2 days, 10:11:11, time: 1.024, data_time: 0.002, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8229, loss_cls: 1.6912, loss: 1.6912, grad_norm: 5.9661 2020-10-11 12:41:21,456 - mmaction - INFO - Epoch [10][3080/5010] lr: 7.500e-03, eta: 2 days, 10:10:48, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8063, loss_cls: 1.7264, loss: 1.7264, grad_norm: 5.9425 2020-10-11 12:41:42,751 - mmaction - INFO - Epoch [10][3100/5010] lr: 7.500e-03, eta: 2 days, 10:10:29, time: 1.063, data_time: 0.002, memory: 10398, top1_acc: 0.5385, top5_acc: 0.7990, loss_cls: 1.7704, loss: 1.7704, grad_norm: 6.0399 2020-10-11 12:42:02,751 - mmaction - INFO - Epoch [10][3120/5010] lr: 7.500e-03, eta: 2 days, 10:10:06, time: 1.002, data_time: 0.007, memory: 10398, top1_acc: 0.5542, top5_acc: 0.7823, loss_cls: 1.8495, loss: 1.8495, grad_norm: 5.7196 2020-10-11 12:42:22,589 - mmaction - INFO - Epoch [10][3140/5010] lr: 7.500e-03, eta: 2 days, 10:09:41, time: 0.992, data_time: 0.004, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8052, loss_cls: 1.7749, loss: 1.7749, grad_norm: 5.7932 2020-10-11 12:42:42,218 - mmaction - INFO - Epoch [10][3160/5010] lr: 7.500e-03, eta: 2 days, 10:09:16, time: 0.982, data_time: 0.002, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8240, loss_cls: 1.7016, loss: 1.7016, grad_norm: 5.7766 2020-10-11 12:43:02,644 - mmaction - INFO - Epoch [10][3180/5010] lr: 7.500e-03, eta: 2 days, 10:08:54, time: 1.021, data_time: 0.005, memory: 10398, top1_acc: 0.5302, top5_acc: 0.7656, loss_cls: 1.9029, loss: 1.9029, grad_norm: 6.0494 2020-10-11 12:43:23,150 - mmaction - INFO - Epoch [10][3200/5010] lr: 7.500e-03, eta: 2 days, 10:08:33, time: 1.025, data_time: 0.002, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8229, loss_cls: 1.7404, loss: 1.7404, grad_norm: 5.8143 2020-10-11 12:43:43,269 - mmaction - INFO - Epoch [10][3220/5010] lr: 7.500e-03, eta: 2 days, 10:08:10, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.5635, top5_acc: 0.8115, loss_cls: 1.7838, loss: 1.7838, grad_norm: 5.8378 2020-10-11 12:44:03,038 - mmaction - INFO - Epoch [10][3240/5010] lr: 7.500e-03, eta: 2 days, 10:07:45, time: 0.988, data_time: 0.006, memory: 10398, top1_acc: 0.5750, top5_acc: 0.8115, loss_cls: 1.7803, loss: 1.7803, grad_norm: 6.0583 2020-10-11 12:44:23,097 - mmaction - INFO - Epoch [10][3260/5010] lr: 7.500e-03, eta: 2 days, 10:07:22, time: 1.003, data_time: 0.006, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8156, loss_cls: 1.7598, loss: 1.7598, grad_norm: 5.6802 2020-10-11 12:44:44,430 - mmaction - INFO - Epoch [10][3280/5010] lr: 7.500e-03, eta: 2 days, 10:07:04, time: 1.067, data_time: 0.002, memory: 10398, top1_acc: 0.5708, top5_acc: 0.8083, loss_cls: 1.7209, loss: 1.7209, grad_norm: 6.1085 2020-10-11 12:45:04,602 - mmaction - INFO - Epoch [10][3300/5010] lr: 7.500e-03, eta: 2 days, 10:06:41, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8167, loss_cls: 1.7432, loss: 1.7432, grad_norm: 5.7972 2020-10-11 12:45:24,944 - mmaction - INFO - Epoch [10][3320/5010] lr: 7.500e-03, eta: 2 days, 10:06:19, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.5500, top5_acc: 0.7969, loss_cls: 1.8306, loss: 1.8306, grad_norm: 5.8765 2020-10-11 12:45:45,820 - mmaction - INFO - Epoch [10][3340/5010] lr: 7.500e-03, eta: 2 days, 10:05:58, time: 1.042, data_time: 0.002, memory: 10398, top1_acc: 0.5667, top5_acc: 0.8240, loss_cls: 1.6857, loss: 1.6857, grad_norm: 5.6851 2020-10-11 12:46:05,806 - mmaction - INFO - Epoch [10][3360/5010] lr: 7.500e-03, eta: 2 days, 10:05:35, time: 1.001, data_time: 0.006, memory: 10398, top1_acc: 0.5688, top5_acc: 0.7917, loss_cls: 1.7709, loss: 1.7709, grad_norm: 6.0830 2020-10-11 12:46:26,468 - mmaction - INFO - Epoch [10][3380/5010] lr: 7.500e-03, eta: 2 days, 10:05:14, time: 1.034, data_time: 0.009, memory: 10398, top1_acc: 0.5760, top5_acc: 0.8167, loss_cls: 1.7601, loss: 1.7601, grad_norm: 5.7480 2020-10-11 12:46:46,009 - mmaction - INFO - Epoch [10][3400/5010] lr: 7.500e-03, eta: 2 days, 10:04:49, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.5781, top5_acc: 0.7948, loss_cls: 1.7877, loss: 1.7877, grad_norm: 5.8282 2020-10-11 12:47:06,153 - mmaction - INFO - Epoch [10][3420/5010] lr: 7.500e-03, eta: 2 days, 10:04:25, time: 1.007, data_time: 0.005, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8281, loss_cls: 1.6410, loss: 1.6410, grad_norm: 5.7731 2020-10-11 12:47:26,422 - mmaction - INFO - Epoch [10][3440/5010] lr: 7.500e-03, eta: 2 days, 10:04:03, time: 1.013, data_time: 0.003, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8375, loss_cls: 1.6050, loss: 1.6050, grad_norm: 5.8721 2020-10-11 12:47:46,903 - mmaction - INFO - Epoch [10][3460/5010] lr: 7.500e-03, eta: 2 days, 10:03:41, time: 1.025, data_time: 0.003, memory: 10398, top1_acc: 0.5729, top5_acc: 0.8125, loss_cls: 1.7586, loss: 1.7586, grad_norm: 6.1870 2020-10-11 12:48:06,977 - mmaction - INFO - Epoch [10][3480/5010] lr: 7.500e-03, eta: 2 days, 10:03:18, time: 1.001, data_time: 0.004, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8187, loss_cls: 1.6310, loss: 1.6310, grad_norm: 5.6579 2020-10-11 12:48:26,933 - mmaction - INFO - Epoch [10][3500/5010] lr: 7.500e-03, eta: 2 days, 10:02:54, time: 1.000, data_time: 0.008, memory: 10398, top1_acc: 0.5500, top5_acc: 0.7854, loss_cls: 1.8555, loss: 1.8555, grad_norm: 6.0027 2020-10-11 12:48:47,030 - mmaction - INFO - Epoch [10][3520/5010] lr: 7.500e-03, eta: 2 days, 10:02:31, time: 1.005, data_time: 0.002, memory: 10398, top1_acc: 0.5552, top5_acc: 0.7927, loss_cls: 1.8720, loss: 1.8720, grad_norm: 5.8811 2020-10-11 12:49:07,090 - mmaction - INFO - Epoch [10][3540/5010] lr: 7.500e-03, eta: 2 days, 10:02:08, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.5594, top5_acc: 0.8094, loss_cls: 1.8281, loss: 1.8281, grad_norm: 5.9898 2020-10-11 12:49:27,213 - mmaction - INFO - Epoch [10][3560/5010] lr: 7.500e-03, eta: 2 days, 10:01:45, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8094, loss_cls: 1.7626, loss: 1.7626, grad_norm: 5.8838 2020-10-11 12:49:47,898 - mmaction - INFO - Epoch [10][3580/5010] lr: 7.500e-03, eta: 2 days, 10:01:24, time: 1.034, data_time: 0.002, memory: 10398, top1_acc: 0.5563, top5_acc: 0.7958, loss_cls: 1.8153, loss: 1.8153, grad_norm: 5.8834 2020-10-11 12:50:08,218 - mmaction - INFO - Epoch [10][3600/5010] lr: 7.500e-03, eta: 2 days, 10:01:02, time: 1.016, data_time: 0.005, memory: 10398, top1_acc: 0.5875, top5_acc: 0.7990, loss_cls: 1.7489, loss: 1.7489, grad_norm: 5.6055 2020-10-11 12:50:30,395 - mmaction - INFO - Epoch [10][3620/5010] lr: 7.500e-03, eta: 2 days, 10:00:47, time: 1.109, data_time: 0.003, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8312, loss_cls: 1.6856, loss: 1.6856, grad_norm: 5.9642 2020-10-11 12:50:49,579 - mmaction - INFO - Epoch [10][3640/5010] lr: 7.500e-03, eta: 2 days, 10:00:20, time: 0.958, data_time: 0.002, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8000, loss_cls: 1.8187, loss: 1.8187, grad_norm: 6.2021 2020-10-11 12:51:09,988 - mmaction - INFO - Epoch [10][3660/5010] lr: 7.500e-03, eta: 2 days, 9:59:58, time: 1.021, data_time: 0.008, memory: 10398, top1_acc: 0.5573, top5_acc: 0.8302, loss_cls: 1.7642, loss: 1.7642, grad_norm: 6.1624 2020-10-11 12:51:31,040 - mmaction - INFO - Epoch [10][3680/5010] lr: 7.500e-03, eta: 2 days, 9:59:39, time: 1.053, data_time: 0.005, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8229, loss_cls: 1.6878, loss: 1.6878, grad_norm: 5.8082 2020-10-11 12:51:50,561 - mmaction - INFO - Epoch [10][3700/5010] lr: 7.500e-03, eta: 2 days, 9:59:13, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8240, loss_cls: 1.7010, loss: 1.7010, grad_norm: 5.9439 2020-10-11 12:52:11,473 - mmaction - INFO - Epoch [10][3720/5010] lr: 7.500e-03, eta: 2 days, 9:58:53, time: 1.043, data_time: 0.006, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8042, loss_cls: 1.7561, loss: 1.7561, grad_norm: 5.7572 2020-10-11 12:52:31,743 - mmaction - INFO - Epoch [10][3740/5010] lr: 7.500e-03, eta: 2 days, 9:58:31, time: 1.016, data_time: 0.008, memory: 10398, top1_acc: 0.5469, top5_acc: 0.7865, loss_cls: 1.8948, loss: 1.8948, grad_norm: 6.2333 2020-10-11 12:52:51,947 - mmaction - INFO - Epoch [10][3760/5010] lr: 7.500e-03, eta: 2 days, 9:58:08, time: 1.008, data_time: 0.006, memory: 10398, top1_acc: 0.5531, top5_acc: 0.7896, loss_cls: 1.8471, loss: 1.8471, grad_norm: 5.8073 2020-10-11 12:53:12,294 - mmaction - INFO - Epoch [10][3780/5010] lr: 7.500e-03, eta: 2 days, 9:57:46, time: 1.020, data_time: 0.008, memory: 10398, top1_acc: 0.5604, top5_acc: 0.7990, loss_cls: 1.8265, loss: 1.8265, grad_norm: 5.8450 2020-10-11 12:53:32,933 - mmaction - INFO - Epoch [10][3800/5010] lr: 7.500e-03, eta: 2 days, 9:57:25, time: 1.032, data_time: 0.001, memory: 10398, top1_acc: 0.5448, top5_acc: 0.7917, loss_cls: 1.8617, loss: 1.8617, grad_norm: 6.1434 2020-10-11 12:53:52,901 - mmaction - INFO - Epoch [10][3820/5010] lr: 7.500e-03, eta: 2 days, 9:57:01, time: 0.996, data_time: 0.007, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8042, loss_cls: 1.7329, loss: 1.7329, grad_norm: 5.5878 2020-10-11 12:54:13,871 - mmaction - INFO - Epoch [10][3840/5010] lr: 7.500e-03, eta: 2 days, 9:56:42, time: 1.050, data_time: 0.004, memory: 10398, top1_acc: 0.5479, top5_acc: 0.7979, loss_cls: 1.8574, loss: 1.8574, grad_norm: 6.0739 2020-10-11 12:54:33,673 - mmaction - INFO - Epoch [10][3860/5010] lr: 7.500e-03, eta: 2 days, 9:56:18, time: 0.990, data_time: 0.006, memory: 10398, top1_acc: 0.5604, top5_acc: 0.8167, loss_cls: 1.7420, loss: 1.7420, grad_norm: 5.9027 2020-10-11 12:54:53,973 - mmaction - INFO - Epoch [10][3880/5010] lr: 7.500e-03, eta: 2 days, 9:55:55, time: 1.016, data_time: 0.002, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8229, loss_cls: 1.6724, loss: 1.6724, grad_norm: 5.7564 2020-10-11 12:55:15,485 - mmaction - INFO - Epoch [10][3900/5010] lr: 7.500e-03, eta: 2 days, 9:55:38, time: 1.073, data_time: 0.005, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8104, loss_cls: 1.7382, loss: 1.7382, grad_norm: 5.7317 2020-10-11 12:55:35,638 - mmaction - INFO - Epoch [10][3920/5010] lr: 7.500e-03, eta: 2 days, 9:55:15, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.5687, top5_acc: 0.8083, loss_cls: 1.7830, loss: 1.7830, grad_norm: 5.7753 2020-10-11 12:55:56,081 - mmaction - INFO - Epoch [10][3940/5010] lr: 7.500e-03, eta: 2 days, 9:54:53, time: 1.022, data_time: 0.006, memory: 10398, top1_acc: 0.5813, top5_acc: 0.8198, loss_cls: 1.7275, loss: 1.7275, grad_norm: 6.1436 2020-10-11 12:56:17,122 - mmaction - INFO - Epoch [10][3960/5010] lr: 7.500e-03, eta: 2 days, 9:54:34, time: 1.053, data_time: 0.003, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8156, loss_cls: 1.7324, loss: 1.7324, grad_norm: 6.0173 2020-10-11 12:56:38,342 - mmaction - INFO - Epoch [10][3980/5010] lr: 7.500e-03, eta: 2 days, 9:54:15, time: 1.059, data_time: 0.005, memory: 10398, top1_acc: 0.5729, top5_acc: 0.7854, loss_cls: 1.8586, loss: 1.8586, grad_norm: 5.9240 2020-10-11 12:56:58,849 - mmaction - INFO - Epoch [10][4000/5010] lr: 7.500e-03, eta: 2 days, 9:53:54, time: 1.027, data_time: 0.006, memory: 10398, top1_acc: 0.5802, top5_acc: 0.8052, loss_cls: 1.7423, loss: 1.7423, grad_norm: 5.6701 2020-10-11 12:57:19,402 - mmaction - INFO - Epoch [10][4020/5010] lr: 7.500e-03, eta: 2 days, 9:53:33, time: 1.028, data_time: 0.002, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8062, loss_cls: 1.7427, loss: 1.7427, grad_norm: 5.8947 2020-10-11 12:57:38,816 - mmaction - INFO - Epoch [10][4040/5010] lr: 7.500e-03, eta: 2 days, 9:53:06, time: 0.968, data_time: 0.006, memory: 10398, top1_acc: 0.5583, top5_acc: 0.8021, loss_cls: 1.8314, loss: 1.8314, grad_norm: 6.0481 2020-10-11 12:57:59,567 - mmaction - INFO - Epoch [10][4060/5010] lr: 7.500e-03, eta: 2 days, 9:52:46, time: 1.040, data_time: 0.007, memory: 10398, top1_acc: 0.5802, top5_acc: 0.8167, loss_cls: 1.6910, loss: 1.6910, grad_norm: 5.6120 2020-10-11 12:58:20,156 - mmaction - INFO - Epoch [10][4080/5010] lr: 7.500e-03, eta: 2 days, 9:52:25, time: 1.030, data_time: 0.002, memory: 10398, top1_acc: 0.5708, top5_acc: 0.8021, loss_cls: 1.7871, loss: 1.7871, grad_norm: 5.6476 2020-10-11 12:58:40,688 - mmaction - INFO - Epoch [10][4100/5010] lr: 7.500e-03, eta: 2 days, 9:52:03, time: 1.024, data_time: 0.004, memory: 10398, top1_acc: 0.5563, top5_acc: 0.8125, loss_cls: 1.8363, loss: 1.8363, grad_norm: 5.8439 2020-10-11 12:59:00,105 - mmaction - INFO - Epoch [10][4120/5010] lr: 7.500e-03, eta: 2 days, 9:51:38, time: 0.974, data_time: 0.008, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8187, loss_cls: 1.6558, loss: 1.6558, grad_norm: 5.6929 2020-10-11 12:59:20,755 - mmaction - INFO - Epoch [10][4140/5010] lr: 7.500e-03, eta: 2 days, 9:51:17, time: 1.032, data_time: 0.002, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8198, loss_cls: 1.6713, loss: 1.6713, grad_norm: 5.5479 2020-10-11 12:59:40,904 - mmaction - INFO - Epoch [10][4160/5010] lr: 7.500e-03, eta: 2 days, 9:50:54, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.5813, top5_acc: 0.8083, loss_cls: 1.7084, loss: 1.7084, grad_norm: 5.7506 2020-10-11 13:00:01,240 - mmaction - INFO - Epoch [10][4180/5010] lr: 7.500e-03, eta: 2 days, 9:50:32, time: 1.019, data_time: 0.007, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8094, loss_cls: 1.7475, loss: 1.7475, grad_norm: 5.8895 2020-10-11 13:00:24,504 - mmaction - INFO - Epoch [10][4200/5010] lr: 7.500e-03, eta: 2 days, 9:50:21, time: 1.156, data_time: 0.005, memory: 10398, top1_acc: 0.5635, top5_acc: 0.7865, loss_cls: 1.8314, loss: 1.8314, grad_norm: 5.8640 2020-10-11 13:00:45,637 - mmaction - INFO - Epoch [10][4220/5010] lr: 7.500e-03, eta: 2 days, 9:50:03, time: 1.063, data_time: 0.021, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8229, loss_cls: 1.6795, loss: 1.6795, grad_norm: 5.7283 2020-10-11 13:01:07,169 - mmaction - INFO - Epoch [10][4240/5010] lr: 7.500e-03, eta: 2 days, 9:49:45, time: 1.077, data_time: 0.003, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8052, loss_cls: 1.7473, loss: 1.7473, grad_norm: 5.9389 2020-10-11 13:01:28,068 - mmaction - INFO - Epoch [10][4260/5010] lr: 7.500e-03, eta: 2 days, 9:49:25, time: 1.045, data_time: 0.006, memory: 10398, top1_acc: 0.5594, top5_acc: 0.8063, loss_cls: 1.8034, loss: 1.8034, grad_norm: 6.1256 2020-10-11 13:01:48,092 - mmaction - INFO - Epoch [10][4280/5010] lr: 7.500e-03, eta: 2 days, 9:49:02, time: 1.000, data_time: 0.002, memory: 10398, top1_acc: 0.5594, top5_acc: 0.8198, loss_cls: 1.7252, loss: 1.7252, grad_norm: 5.9117 2020-10-11 13:02:09,062 - mmaction - INFO - Epoch [10][4300/5010] lr: 7.500e-03, eta: 2 days, 9:48:42, time: 1.049, data_time: 0.003, memory: 10398, top1_acc: 0.5667, top5_acc: 0.8177, loss_cls: 1.7867, loss: 1.7867, grad_norm: 6.2352 2020-10-11 13:02:29,208 - mmaction - INFO - Epoch [10][4320/5010] lr: 7.500e-03, eta: 2 days, 9:48:19, time: 1.007, data_time: 0.005, memory: 10398, top1_acc: 0.5635, top5_acc: 0.8156, loss_cls: 1.7531, loss: 1.7531, grad_norm: 5.7547 2020-10-11 13:02:49,450 - mmaction - INFO - Epoch [10][4340/5010] lr: 7.500e-03, eta: 2 days, 9:47:57, time: 1.012, data_time: 0.002, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8021, loss_cls: 1.7962, loss: 1.7962, grad_norm: 6.0354 2020-10-11 13:03:10,515 - mmaction - INFO - Epoch [10][4360/5010] lr: 7.500e-03, eta: 2 days, 9:47:38, time: 1.054, data_time: 0.004, memory: 10398, top1_acc: 0.5458, top5_acc: 0.8042, loss_cls: 1.8613, loss: 1.8613, grad_norm: 5.9600 2020-10-11 13:03:31,409 - mmaction - INFO - Epoch [10][4380/5010] lr: 7.500e-03, eta: 2 days, 9:47:17, time: 1.040, data_time: 0.002, memory: 10398, top1_acc: 0.5333, top5_acc: 0.7646, loss_cls: 1.9732, loss: 1.9732, grad_norm: 6.0323 2020-10-11 13:03:51,152 - mmaction - INFO - Epoch [10][4400/5010] lr: 7.500e-03, eta: 2 days, 9:46:53, time: 0.992, data_time: 0.008, memory: 10398, top1_acc: 0.5583, top5_acc: 0.8052, loss_cls: 1.7825, loss: 1.7825, grad_norm: 6.1190 2020-10-11 13:04:13,103 - mmaction - INFO - Epoch [10][4420/5010] lr: 7.500e-03, eta: 2 days, 9:46:37, time: 1.095, data_time: 0.007, memory: 10398, top1_acc: 0.5573, top5_acc: 0.7958, loss_cls: 1.8623, loss: 1.8623, grad_norm: 5.9673 2020-10-11 13:04:33,413 - mmaction - INFO - Epoch [10][4440/5010] lr: 7.500e-03, eta: 2 days, 9:46:15, time: 1.019, data_time: 0.008, memory: 10398, top1_acc: 0.5656, top5_acc: 0.7896, loss_cls: 1.8468, loss: 1.8468, grad_norm: 5.7472 2020-10-11 13:04:55,191 - mmaction - INFO - Epoch [10][4460/5010] lr: 7.500e-03, eta: 2 days, 9:45:59, time: 1.088, data_time: 0.005, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8250, loss_cls: 1.7009, loss: 1.7009, grad_norm: 5.8771 2020-10-11 13:05:15,953 - mmaction - INFO - Epoch [10][4480/5010] lr: 7.500e-03, eta: 2 days, 9:45:39, time: 1.039, data_time: 0.002, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8021, loss_cls: 1.7596, loss: 1.7596, grad_norm: 5.8906 2020-10-11 13:05:35,989 - mmaction - INFO - Epoch [10][4500/5010] lr: 7.500e-03, eta: 2 days, 9:45:15, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8094, loss_cls: 1.7500, loss: 1.7500, grad_norm: 6.1497 2020-10-11 13:05:56,339 - mmaction - INFO - Epoch [10][4520/5010] lr: 7.500e-03, eta: 2 days, 9:44:53, time: 1.018, data_time: 0.005, memory: 10398, top1_acc: 0.5708, top5_acc: 0.8073, loss_cls: 1.7741, loss: 1.7741, grad_norm: 6.0892 2020-10-11 13:06:16,729 - mmaction - INFO - Epoch [10][4540/5010] lr: 7.500e-03, eta: 2 days, 9:44:31, time: 1.020, data_time: 0.002, memory: 10398, top1_acc: 0.5594, top5_acc: 0.7854, loss_cls: 1.8562, loss: 1.8562, grad_norm: 5.9722 2020-10-11 13:06:36,973 - mmaction - INFO - Epoch [10][4560/5010] lr: 7.500e-03, eta: 2 days, 9:44:09, time: 1.011, data_time: 0.005, memory: 10398, top1_acc: 0.5677, top5_acc: 0.8135, loss_cls: 1.7524, loss: 1.7524, grad_norm: 5.7950 2020-10-11 13:06:57,532 - mmaction - INFO - Epoch [10][4580/5010] lr: 7.500e-03, eta: 2 days, 9:43:47, time: 1.029, data_time: 0.006, memory: 10398, top1_acc: 0.5698, top5_acc: 0.8010, loss_cls: 1.8175, loss: 1.8175, grad_norm: 5.8765 2020-10-11 13:07:17,538 - mmaction - INFO - Epoch [10][4600/5010] lr: 7.500e-03, eta: 2 days, 9:43:24, time: 1.000, data_time: 0.002, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8125, loss_cls: 1.7852, loss: 1.7852, grad_norm: 5.8580 2020-10-11 13:07:37,899 - mmaction - INFO - Epoch [10][4620/5010] lr: 7.500e-03, eta: 2 days, 9:43:01, time: 1.013, data_time: 0.004, memory: 10398, top1_acc: 0.5563, top5_acc: 0.8021, loss_cls: 1.8369, loss: 1.8369, grad_norm: 6.0530 2020-10-11 13:07:59,600 - mmaction - INFO - Epoch [10][4640/5010] lr: 7.500e-03, eta: 2 days, 9:42:45, time: 1.090, data_time: 0.007, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8083, loss_cls: 1.7404, loss: 1.7404, grad_norm: 5.6020 2020-10-11 13:08:19,999 - mmaction - INFO - Epoch [10][4660/5010] lr: 7.500e-03, eta: 2 days, 9:42:23, time: 1.020, data_time: 0.002, memory: 10398, top1_acc: 0.5677, top5_acc: 0.7875, loss_cls: 1.8038, loss: 1.8038, grad_norm: 6.0697 2020-10-11 13:08:40,145 - mmaction - INFO - Epoch [10][4680/5010] lr: 7.500e-03, eta: 2 days, 9:42:00, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8177, loss_cls: 1.7543, loss: 1.7543, grad_norm: 5.7948 2020-10-11 13:09:02,356 - mmaction - INFO - Epoch [10][4700/5010] lr: 7.500e-03, eta: 2 days, 9:41:46, time: 1.112, data_time: 0.007, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8167, loss_cls: 1.6474, loss: 1.6474, grad_norm: 5.4919 2020-10-11 13:09:23,493 - mmaction - INFO - Epoch [10][4720/5010] lr: 7.500e-03, eta: 2 days, 9:41:27, time: 1.057, data_time: 0.002, memory: 10398, top1_acc: 0.5531, top5_acc: 0.8031, loss_cls: 1.8358, loss: 1.8358, grad_norm: 5.8241 2020-10-11 13:09:43,817 - mmaction - INFO - Epoch [10][4740/5010] lr: 7.500e-03, eta: 2 days, 9:41:05, time: 1.016, data_time: 0.002, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8073, loss_cls: 1.7428, loss: 1.7428, grad_norm: 5.8995 2020-10-11 13:10:04,323 - mmaction - INFO - Epoch [10][4760/5010] lr: 7.500e-03, eta: 2 days, 9:40:43, time: 1.026, data_time: 0.006, memory: 10398, top1_acc: 0.5625, top5_acc: 0.8094, loss_cls: 1.7883, loss: 1.7883, grad_norm: 5.9486 2020-10-11 13:10:24,604 - mmaction - INFO - Epoch [10][4780/5010] lr: 7.500e-03, eta: 2 days, 9:40:21, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.5813, top5_acc: 0.8083, loss_cls: 1.7762, loss: 1.7762, grad_norm: 5.9979 2020-10-11 13:10:45,325 - mmaction - INFO - Epoch [10][4800/5010] lr: 7.500e-03, eta: 2 days, 9:40:00, time: 1.037, data_time: 0.002, memory: 10398, top1_acc: 0.5646, top5_acc: 0.7948, loss_cls: 1.8138, loss: 1.8138, grad_norm: 5.9316 2020-10-11 13:11:05,154 - mmaction - INFO - Epoch [10][4820/5010] lr: 7.500e-03, eta: 2 days, 9:39:36, time: 0.991, data_time: 0.005, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8156, loss_cls: 1.7174, loss: 1.7174, grad_norm: 5.6481 2020-10-11 13:11:25,491 - mmaction - INFO - Epoch [10][4840/5010] lr: 7.500e-03, eta: 2 days, 9:39:14, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.5802, top5_acc: 0.8281, loss_cls: 1.6978, loss: 1.6978, grad_norm: 6.2933 2020-10-11 13:11:46,212 - mmaction - INFO - Epoch [10][4860/5010] lr: 7.500e-03, eta: 2 days, 9:38:53, time: 1.036, data_time: 0.002, memory: 10398, top1_acc: 0.5750, top5_acc: 0.8208, loss_cls: 1.7120, loss: 1.7120, grad_norm: 5.9560 2020-10-11 13:12:07,089 - mmaction - INFO - Epoch [10][4880/5010] lr: 7.500e-03, eta: 2 days, 9:38:33, time: 1.044, data_time: 0.002, memory: 10398, top1_acc: 0.5542, top5_acc: 0.8094, loss_cls: 1.8438, loss: 1.8438, grad_norm: 5.9390 2020-10-11 13:12:27,063 - mmaction - INFO - Epoch [10][4900/5010] lr: 7.500e-03, eta: 2 days, 9:38:10, time: 0.999, data_time: 0.005, memory: 10398, top1_acc: 0.5698, top5_acc: 0.8000, loss_cls: 1.7760, loss: 1.7760, grad_norm: 5.8194 2020-10-11 13:12:47,110 - mmaction - INFO - Epoch [10][4920/5010] lr: 7.500e-03, eta: 2 days, 9:37:46, time: 1.002, data_time: 0.002, memory: 10398, top1_acc: 0.5896, top5_acc: 0.7948, loss_cls: 1.8059, loss: 1.8059, grad_norm: 5.9567 2020-10-11 13:13:08,413 - mmaction - INFO - Epoch [10][4940/5010] lr: 7.500e-03, eta: 2 days, 9:37:28, time: 1.065, data_time: 0.002, memory: 10398, top1_acc: 0.5740, top5_acc: 0.8198, loss_cls: 1.7416, loss: 1.7416, grad_norm: 5.8304 2020-10-11 13:13:28,860 - mmaction - INFO - Epoch [10][4960/5010] lr: 7.500e-03, eta: 2 days, 9:37:06, time: 1.023, data_time: 0.002, memory: 10398, top1_acc: 0.5698, top5_acc: 0.8094, loss_cls: 1.7393, loss: 1.7393, grad_norm: 5.9469 2020-10-11 13:13:49,143 - mmaction - INFO - Epoch [10][4980/5010] lr: 7.500e-03, eta: 2 days, 9:36:44, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8135, loss_cls: 1.7761, loss: 1.7761, grad_norm: 5.8946 2020-10-11 13:14:09,132 - mmaction - INFO - Epoch [10][5000/5010] lr: 7.500e-03, eta: 2 days, 9:36:20, time: 0.997, data_time: 0.004, memory: 10398, top1_acc: 0.5594, top5_acc: 0.7927, loss_cls: 1.8448, loss: 1.8448, grad_norm: 6.1975 2020-10-11 13:14:19,612 - mmaction - INFO - Saving checkpoint at 10 epochs 2020-10-11 13:14:52,046 - mmaction - INFO - Epoch [11][20/5010] lr: 7.500e-03, eta: 2 days, 9:35:47, time: 1.528, data_time: 0.649, memory: 10398, top1_acc: 0.5677, top5_acc: 0.7906, loss_cls: 1.8859, loss: 1.8859, grad_norm: 5.9848 2020-10-11 13:15:10,717 - mmaction - INFO - Epoch [11][40/5010] lr: 7.500e-03, eta: 2 days, 9:35:19, time: 0.934, data_time: 0.004, memory: 10398, top1_acc: 0.5750, top5_acc: 0.7990, loss_cls: 1.7564, loss: 1.7564, grad_norm: 5.9341 2020-10-11 13:15:30,562 - mmaction - INFO - Epoch [11][60/5010] lr: 7.500e-03, eta: 2 days, 9:34:55, time: 0.992, data_time: 0.003, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8135, loss_cls: 1.6572, loss: 1.6572, grad_norm: 5.7186 2020-10-11 13:15:51,300 - mmaction - INFO - Epoch [11][80/5010] lr: 7.500e-03, eta: 2 days, 9:34:34, time: 1.037, data_time: 0.002, memory: 10398, top1_acc: 0.5604, top5_acc: 0.8219, loss_cls: 1.7079, loss: 1.7079, grad_norm: 5.7958 2020-10-11 13:16:12,326 - mmaction - INFO - Epoch [11][100/5010] lr: 7.500e-03, eta: 2 days, 9:34:15, time: 1.049, data_time: 0.005, memory: 10398, top1_acc: 0.5760, top5_acc: 0.8156, loss_cls: 1.7333, loss: 1.7333, grad_norm: 5.7763 2020-10-11 13:16:32,700 - mmaction - INFO - Epoch [11][120/5010] lr: 7.500e-03, eta: 2 days, 9:33:53, time: 1.020, data_time: 0.008, memory: 10398, top1_acc: 0.5937, top5_acc: 0.8260, loss_cls: 1.6720, loss: 1.6720, grad_norm: 5.9876 2020-10-11 13:16:53,289 - mmaction - INFO - Epoch [11][140/5010] lr: 7.500e-03, eta: 2 days, 9:33:32, time: 1.030, data_time: 0.003, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8042, loss_cls: 1.7318, loss: 1.7318, grad_norm: 5.9905 2020-10-11 13:17:13,199 - mmaction - INFO - Epoch [11][160/5010] lr: 7.500e-03, eta: 2 days, 9:33:08, time: 0.993, data_time: 0.006, memory: 10398, top1_acc: 0.5469, top5_acc: 0.8125, loss_cls: 1.7765, loss: 1.7765, grad_norm: 5.9612 2020-10-11 13:17:34,191 - mmaction - INFO - Epoch [11][180/5010] lr: 7.500e-03, eta: 2 days, 9:32:48, time: 1.051, data_time: 0.007, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8083, loss_cls: 1.7536, loss: 1.7536, grad_norm: 5.8393 2020-10-11 13:17:54,311 - mmaction - INFO - Epoch [11][200/5010] lr: 7.500e-03, eta: 2 days, 9:32:25, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8271, loss_cls: 1.6741, loss: 1.6741, grad_norm: 5.7488 2020-10-11 13:18:14,889 - mmaction - INFO - Epoch [11][220/5010] lr: 7.500e-03, eta: 2 days, 9:32:04, time: 1.028, data_time: 0.005, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8406, loss_cls: 1.6017, loss: 1.6017, grad_norm: 5.8583 2020-10-11 13:18:34,940 - mmaction - INFO - Epoch [11][240/5010] lr: 7.500e-03, eta: 2 days, 9:31:41, time: 1.004, data_time: 0.005, memory: 10398, top1_acc: 0.5708, top5_acc: 0.8000, loss_cls: 1.8076, loss: 1.8076, grad_norm: 6.0189 2020-10-11 13:18:56,570 - mmaction - INFO - Epoch [11][260/5010] lr: 7.500e-03, eta: 2 days, 9:31:24, time: 1.082, data_time: 0.002, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8167, loss_cls: 1.7338, loss: 1.7338, grad_norm: 5.9086 2020-10-11 13:19:16,916 - mmaction - INFO - Epoch [11][280/5010] lr: 7.500e-03, eta: 2 days, 9:31:02, time: 1.015, data_time: 0.003, memory: 10398, top1_acc: 0.5625, top5_acc: 0.7979, loss_cls: 1.8414, loss: 1.8414, grad_norm: 5.8735 2020-10-11 13:19:37,001 - mmaction - INFO - Epoch [11][300/5010] lr: 7.500e-03, eta: 2 days, 9:30:39, time: 1.007, data_time: 0.007, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8052, loss_cls: 1.7824, loss: 1.7824, grad_norm: 5.7881 2020-10-11 13:19:57,892 - mmaction - INFO - Epoch [11][320/5010] lr: 7.500e-03, eta: 2 days, 9:30:19, time: 1.042, data_time: 0.005, memory: 10398, top1_acc: 0.5698, top5_acc: 0.8125, loss_cls: 1.7563, loss: 1.7563, grad_norm: 6.1824 2020-10-11 13:20:18,523 - mmaction - INFO - Epoch [11][340/5010] lr: 7.500e-03, eta: 2 days, 9:29:58, time: 1.034, data_time: 0.007, memory: 10398, top1_acc: 0.5760, top5_acc: 0.8167, loss_cls: 1.7296, loss: 1.7296, grad_norm: 6.0165 2020-10-11 13:20:40,268 - mmaction - INFO - Epoch [11][360/5010] lr: 7.500e-03, eta: 2 days, 9:29:41, time: 1.085, data_time: 0.006, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8219, loss_cls: 1.7230, loss: 1.7230, grad_norm: 5.7839 2020-10-11 13:21:00,127 - mmaction - INFO - Epoch [11][380/5010] lr: 7.500e-03, eta: 2 days, 9:29:17, time: 0.995, data_time: 0.008, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8375, loss_cls: 1.5214, loss: 1.5214, grad_norm: 5.7538 2020-10-11 13:21:20,573 - mmaction - INFO - Epoch [11][400/5010] lr: 7.500e-03, eta: 2 days, 9:28:55, time: 1.019, data_time: 0.006, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8188, loss_cls: 1.6509, loss: 1.6509, grad_norm: 5.7937 2020-10-11 13:21:43,283 - mmaction - INFO - Epoch [11][420/5010] lr: 7.500e-03, eta: 2 days, 9:28:43, time: 1.139, data_time: 0.008, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8042, loss_cls: 1.7455, loss: 1.7455, grad_norm: 6.0455 2020-10-11 13:22:03,270 - mmaction - INFO - Epoch [11][440/5010] lr: 7.500e-03, eta: 2 days, 9:28:19, time: 0.996, data_time: 0.006, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8313, loss_cls: 1.6715, loss: 1.6715, grad_norm: 6.3055 2020-10-11 13:22:23,411 - mmaction - INFO - Epoch [11][460/5010] lr: 7.500e-03, eta: 2 days, 9:27:57, time: 1.009, data_time: 0.008, memory: 10398, top1_acc: 0.5656, top5_acc: 0.7990, loss_cls: 1.8282, loss: 1.8282, grad_norm: 6.0734 2020-10-11 13:22:44,452 - mmaction - INFO - Epoch [11][480/5010] lr: 7.500e-03, eta: 2 days, 9:27:37, time: 1.052, data_time: 0.002, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8156, loss_cls: 1.6921, loss: 1.6921, grad_norm: 5.8411 2020-10-11 13:23:05,692 - mmaction - INFO - Epoch [11][500/5010] lr: 7.500e-03, eta: 2 days, 9:27:19, time: 1.062, data_time: 0.003, memory: 10398, top1_acc: 0.5708, top5_acc: 0.8094, loss_cls: 1.7916, loss: 1.7916, grad_norm: 6.1741 2020-10-11 13:23:27,723 - mmaction - INFO - Epoch [11][520/5010] lr: 7.500e-03, eta: 2 days, 9:27:03, time: 1.101, data_time: 0.002, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8240, loss_cls: 1.7469, loss: 1.7469, grad_norm: 6.1193 2020-10-11 13:23:47,440 - mmaction - INFO - Epoch [11][540/5010] lr: 7.500e-03, eta: 2 days, 9:26:39, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.6094, top5_acc: 0.8219, loss_cls: 1.6980, loss: 1.6980, grad_norm: 5.9768 2020-10-11 13:24:07,566 - mmaction - INFO - Epoch [11][560/5010] lr: 7.500e-03, eta: 2 days, 9:26:16, time: 1.004, data_time: 0.005, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8063, loss_cls: 1.7497, loss: 1.7497, grad_norm: 5.8333 2020-10-11 13:24:28,922 - mmaction - INFO - Epoch [11][580/5010] lr: 7.500e-03, eta: 2 days, 9:25:58, time: 1.070, data_time: 0.008, memory: 10398, top1_acc: 0.5802, top5_acc: 0.8042, loss_cls: 1.8040, loss: 1.8040, grad_norm: 5.8170 2020-10-11 13:24:50,067 - mmaction - INFO - Epoch [11][600/5010] lr: 7.500e-03, eta: 2 days, 9:25:39, time: 1.057, data_time: 0.002, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8313, loss_cls: 1.6322, loss: 1.6322, grad_norm: 5.9548 2020-10-11 13:25:10,552 - mmaction - INFO - Epoch [11][620/5010] lr: 7.500e-03, eta: 2 days, 9:25:17, time: 1.024, data_time: 0.005, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8260, loss_cls: 1.7327, loss: 1.7327, grad_norm: 5.9506 2020-10-11 13:25:31,564 - mmaction - INFO - Epoch [11][640/5010] lr: 7.500e-03, eta: 2 days, 9:24:58, time: 1.048, data_time: 0.002, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8042, loss_cls: 1.6491, loss: 1.6491, grad_norm: 5.8143 2020-10-11 13:25:52,614 - mmaction - INFO - Epoch [11][660/5010] lr: 7.500e-03, eta: 2 days, 9:24:39, time: 1.055, data_time: 0.008, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8271, loss_cls: 1.7053, loss: 1.7053, grad_norm: 5.9728 2020-10-11 13:26:13,938 - mmaction - INFO - Epoch [11][680/5010] lr: 7.500e-03, eta: 2 days, 9:24:20, time: 1.065, data_time: 0.005, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8271, loss_cls: 1.7064, loss: 1.7064, grad_norm: 6.0045 2020-10-11 13:26:34,578 - mmaction - INFO - Epoch [11][700/5010] lr: 7.500e-03, eta: 2 days, 9:23:59, time: 1.034, data_time: 0.007, memory: 10398, top1_acc: 0.5865, top5_acc: 0.7948, loss_cls: 1.8319, loss: 1.8319, grad_norm: 6.2289 2020-10-11 13:26:55,326 - mmaction - INFO - Epoch [11][720/5010] lr: 7.500e-03, eta: 2 days, 9:23:39, time: 1.038, data_time: 0.002, memory: 10398, top1_acc: 0.5875, top5_acc: 0.7990, loss_cls: 1.7743, loss: 1.7743, grad_norm: 5.9920 2020-10-11 13:27:17,651 - mmaction - INFO - Epoch [11][740/5010] lr: 7.500e-03, eta: 2 days, 9:23:24, time: 1.112, data_time: 0.005, memory: 10398, top1_acc: 0.5802, top5_acc: 0.8104, loss_cls: 1.6910, loss: 1.6910, grad_norm: 5.7110 2020-10-11 13:27:37,566 - mmaction - INFO - Epoch [11][760/5010] lr: 7.500e-03, eta: 2 days, 9:23:01, time: 0.999, data_time: 0.007, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8125, loss_cls: 1.7149, loss: 1.7149, grad_norm: 5.9071 2020-10-11 13:27:57,685 - mmaction - INFO - Epoch [11][780/5010] lr: 7.500e-03, eta: 2 days, 9:22:38, time: 1.006, data_time: 0.007, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8104, loss_cls: 1.7026, loss: 1.7026, grad_norm: 5.8560 2020-10-11 13:28:19,222 - mmaction - INFO - Epoch [11][800/5010] lr: 7.500e-03, eta: 2 days, 9:22:21, time: 1.078, data_time: 0.006, memory: 10398, top1_acc: 0.5802, top5_acc: 0.8135, loss_cls: 1.7324, loss: 1.7324, grad_norm: 5.7899 2020-10-11 13:28:39,982 - mmaction - INFO - Epoch [11][820/5010] lr: 7.500e-03, eta: 2 days, 9:21:59, time: 1.029, data_time: 0.005, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8115, loss_cls: 1.6329, loss: 1.6329, grad_norm: 5.8608 2020-10-11 13:29:00,154 - mmaction - INFO - Epoch [11][840/5010] lr: 7.500e-03, eta: 2 days, 9:21:37, time: 1.017, data_time: 0.012, memory: 10398, top1_acc: 0.5833, top5_acc: 0.7865, loss_cls: 1.7788, loss: 1.7788, grad_norm: 5.7320 2020-10-11 13:29:22,236 - mmaction - INFO - Epoch [11][860/5010] lr: 7.500e-03, eta: 2 days, 9:21:22, time: 1.104, data_time: 0.005, memory: 10398, top1_acc: 0.5708, top5_acc: 0.8146, loss_cls: 1.7415, loss: 1.7415, grad_norm: 6.0345 2020-10-11 13:29:42,859 - mmaction - INFO - Epoch [11][880/5010] lr: 7.500e-03, eta: 2 days, 9:21:01, time: 1.031, data_time: 0.002, memory: 10398, top1_acc: 0.5740, top5_acc: 0.8260, loss_cls: 1.6775, loss: 1.6775, grad_norm: 5.8301 2020-10-11 13:30:03,346 - mmaction - INFO - Epoch [11][900/5010] lr: 7.500e-03, eta: 2 days, 9:20:39, time: 1.021, data_time: 0.006, memory: 10398, top1_acc: 0.5552, top5_acc: 0.8208, loss_cls: 1.7500, loss: 1.7500, grad_norm: 6.1848 2020-10-11 13:30:23,634 - mmaction - INFO - Epoch [11][920/5010] lr: 7.500e-03, eta: 2 days, 9:20:17, time: 1.017, data_time: 0.005, memory: 10398, top1_acc: 0.5760, top5_acc: 0.8229, loss_cls: 1.7347, loss: 1.7347, grad_norm: 5.8781 2020-10-11 13:30:44,209 - mmaction - INFO - Epoch [11][940/5010] lr: 7.500e-03, eta: 2 days, 9:19:56, time: 1.029, data_time: 0.002, memory: 10398, top1_acc: 0.5542, top5_acc: 0.8010, loss_cls: 1.8058, loss: 1.8058, grad_norm: 5.9058 2020-10-11 13:31:04,583 - mmaction - INFO - Epoch [11][960/5010] lr: 7.500e-03, eta: 2 days, 9:19:34, time: 1.019, data_time: 0.005, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8354, loss_cls: 1.5991, loss: 1.5991, grad_norm: 5.9925 2020-10-11 13:31:24,977 - mmaction - INFO - Epoch [11][980/5010] lr: 7.500e-03, eta: 2 days, 9:19:12, time: 1.020, data_time: 0.006, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8260, loss_cls: 1.5639, loss: 1.5639, grad_norm: 5.9167 2020-10-11 13:31:45,784 - mmaction - INFO - Epoch [11][1000/5010] lr: 7.500e-03, eta: 2 days, 9:18:52, time: 1.040, data_time: 0.002, memory: 10398, top1_acc: 0.5750, top5_acc: 0.8021, loss_cls: 1.7897, loss: 1.7897, grad_norm: 6.1660 2020-10-11 13:32:06,566 - mmaction - INFO - Epoch [11][1020/5010] lr: 7.500e-03, eta: 2 days, 9:18:32, time: 1.039, data_time: 0.004, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8083, loss_cls: 1.7020, loss: 1.7020, grad_norm: 5.6890 2020-10-11 13:32:27,548 - mmaction - INFO - Epoch [11][1040/5010] lr: 7.500e-03, eta: 2 days, 9:18:12, time: 1.049, data_time: 0.007, memory: 10398, top1_acc: 0.5635, top5_acc: 0.8010, loss_cls: 1.8225, loss: 1.8225, grad_norm: 6.1049 2020-10-11 13:32:47,941 - mmaction - INFO - Epoch [11][1060/5010] lr: 7.500e-03, eta: 2 days, 9:17:50, time: 1.020, data_time: 0.002, memory: 10398, top1_acc: 0.5656, top5_acc: 0.8010, loss_cls: 1.7888, loss: 1.7888, grad_norm: 5.9403 2020-10-11 13:33:09,390 - mmaction - INFO - Epoch [11][1080/5010] lr: 7.500e-03, eta: 2 days, 9:17:32, time: 1.072, data_time: 0.006, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8042, loss_cls: 1.7658, loss: 1.7658, grad_norm: 5.7887 2020-10-11 13:33:30,682 - mmaction - INFO - Epoch [11][1100/5010] lr: 7.500e-03, eta: 2 days, 9:17:14, time: 1.065, data_time: 0.002, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8229, loss_cls: 1.6955, loss: 1.6955, grad_norm: 5.7600 2020-10-11 13:33:50,300 - mmaction - INFO - Epoch [11][1120/5010] lr: 7.500e-03, eta: 2 days, 9:16:49, time: 0.981, data_time: 0.002, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8073, loss_cls: 1.7331, loss: 1.7331, grad_norm: 5.7861 2020-10-11 13:34:11,208 - mmaction - INFO - Epoch [11][1140/5010] lr: 7.500e-03, eta: 2 days, 9:16:29, time: 1.042, data_time: 0.004, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8229, loss_cls: 1.7255, loss: 1.7255, grad_norm: 5.9459 2020-10-11 13:34:31,667 - mmaction - INFO - Epoch [11][1160/5010] lr: 7.500e-03, eta: 2 days, 9:16:08, time: 1.026, data_time: 0.008, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8229, loss_cls: 1.7414, loss: 1.7414, grad_norm: 5.8519 2020-10-11 13:34:52,230 - mmaction - INFO - Epoch [11][1180/5010] lr: 7.500e-03, eta: 2 days, 9:15:47, time: 1.028, data_time: 0.002, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8354, loss_cls: 1.6142, loss: 1.6142, grad_norm: 5.8778 2020-10-11 13:35:12,899 - mmaction - INFO - Epoch [11][1200/5010] lr: 7.500e-03, eta: 2 days, 9:15:25, time: 1.030, data_time: 0.004, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8208, loss_cls: 1.6311, loss: 1.6311, grad_norm: 5.8699 2020-10-11 13:35:34,128 - mmaction - INFO - Epoch [11][1220/5010] lr: 7.500e-03, eta: 2 days, 9:15:07, time: 1.065, data_time: 0.007, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8073, loss_cls: 1.7311, loss: 1.7311, grad_norm: 5.8970 2020-10-11 13:35:53,900 - mmaction - INFO - Epoch [11][1240/5010] lr: 7.500e-03, eta: 2 days, 9:14:43, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8354, loss_cls: 1.6658, loss: 1.6658, grad_norm: 5.8242 2020-10-11 13:36:15,860 - mmaction - INFO - Epoch [11][1260/5010] lr: 7.500e-03, eta: 2 days, 9:14:27, time: 1.096, data_time: 0.006, memory: 10398, top1_acc: 0.5615, top5_acc: 0.8250, loss_cls: 1.7405, loss: 1.7405, grad_norm: 6.0235 2020-10-11 13:36:36,439 - mmaction - INFO - Epoch [11][1280/5010] lr: 7.500e-03, eta: 2 days, 9:14:06, time: 1.028, data_time: 0.008, memory: 10398, top1_acc: 0.5750, top5_acc: 0.7813, loss_cls: 1.8267, loss: 1.8267, grad_norm: 5.9941 2020-10-11 13:36:57,057 - mmaction - INFO - Epoch [11][1300/5010] lr: 7.500e-03, eta: 2 days, 9:13:45, time: 1.035, data_time: 0.008, memory: 10398, top1_acc: 0.5812, top5_acc: 0.8271, loss_cls: 1.7016, loss: 1.7016, grad_norm: 5.9150 2020-10-11 13:37:17,177 - mmaction - INFO - Epoch [11][1320/5010] lr: 7.500e-03, eta: 2 days, 9:13:22, time: 1.002, data_time: 0.004, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8302, loss_cls: 1.7035, loss: 1.7035, grad_norm: 5.8868 2020-10-11 13:37:38,215 - mmaction - INFO - Epoch [11][1340/5010] lr: 7.500e-03, eta: 2 days, 9:13:03, time: 1.055, data_time: 0.007, memory: 10398, top1_acc: 0.5677, top5_acc: 0.8115, loss_cls: 1.7210, loss: 1.7210, grad_norm: 6.3036 2020-10-11 13:37:59,494 - mmaction - INFO - Epoch [11][1360/5010] lr: 7.500e-03, eta: 2 days, 9:12:44, time: 1.060, data_time: 0.004, memory: 10398, top1_acc: 0.5635, top5_acc: 0.7906, loss_cls: 1.8317, loss: 1.8317, grad_norm: 5.8137 2020-10-11 13:38:20,859 - mmaction - INFO - Epoch [11][1380/5010] lr: 7.500e-03, eta: 2 days, 9:12:26, time: 1.071, data_time: 0.007, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8156, loss_cls: 1.7050, loss: 1.7050, grad_norm: 5.6497 2020-10-11 13:38:41,904 - mmaction - INFO - Epoch [11][1400/5010] lr: 7.500e-03, eta: 2 days, 9:12:07, time: 1.053, data_time: 0.005, memory: 10398, top1_acc: 0.5813, top5_acc: 0.8187, loss_cls: 1.7598, loss: 1.7598, grad_norm: 6.0038 2020-10-11 13:39:02,259 - mmaction - INFO - Epoch [11][1420/5010] lr: 7.500e-03, eta: 2 days, 9:11:45, time: 1.016, data_time: 0.007, memory: 10398, top1_acc: 0.5708, top5_acc: 0.7875, loss_cls: 1.8226, loss: 1.8226, grad_norm: 5.9705 2020-10-11 13:39:22,859 - mmaction - INFO - Epoch [11][1440/5010] lr: 7.500e-03, eta: 2 days, 9:11:24, time: 1.031, data_time: 0.007, memory: 10398, top1_acc: 0.5688, top5_acc: 0.8156, loss_cls: 1.7483, loss: 1.7483, grad_norm: 6.0663 2020-10-11 13:39:43,536 - mmaction - INFO - Epoch [11][1460/5010] lr: 7.500e-03, eta: 2 days, 9:11:03, time: 1.034, data_time: 0.002, memory: 10398, top1_acc: 0.5604, top5_acc: 0.8031, loss_cls: 1.8136, loss: 1.8136, grad_norm: 5.9152 2020-10-11 13:40:04,567 - mmaction - INFO - Epoch [11][1480/5010] lr: 7.500e-03, eta: 2 days, 9:10:43, time: 1.052, data_time: 0.006, memory: 10398, top1_acc: 0.5656, top5_acc: 0.8062, loss_cls: 1.7687, loss: 1.7687, grad_norm: 5.8521 2020-10-11 13:40:26,329 - mmaction - INFO - Epoch [11][1500/5010] lr: 7.500e-03, eta: 2 days, 9:10:27, time: 1.088, data_time: 0.002, memory: 10398, top1_acc: 0.5469, top5_acc: 0.7969, loss_cls: 1.8698, loss: 1.8698, grad_norm: 6.3277 2020-10-11 13:40:46,328 - mmaction - INFO - Epoch [11][1520/5010] lr: 7.500e-03, eta: 2 days, 9:10:03, time: 1.000, data_time: 0.002, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8104, loss_cls: 1.7482, loss: 1.7482, grad_norm: 5.7650 2020-10-11 13:41:06,576 - mmaction - INFO - Epoch [11][1540/5010] lr: 7.500e-03, eta: 2 days, 9:09:41, time: 1.010, data_time: 0.005, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8229, loss_cls: 1.6689, loss: 1.6689, grad_norm: 5.9320 2020-10-11 13:41:27,205 - mmaction - INFO - Epoch [11][1560/5010] lr: 7.500e-03, eta: 2 days, 9:09:20, time: 1.034, data_time: 0.008, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8198, loss_cls: 1.7177, loss: 1.7177, grad_norm: 5.9021 2020-10-11 13:41:47,909 - mmaction - INFO - Epoch [11][1580/5010] lr: 7.500e-03, eta: 2 days, 9:08:59, time: 1.035, data_time: 0.002, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8125, loss_cls: 1.6782, loss: 1.6782, grad_norm: 5.5050 2020-10-11 13:42:08,004 - mmaction - INFO - Epoch [11][1600/5010] lr: 7.500e-03, eta: 2 days, 9:08:36, time: 1.001, data_time: 0.007, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8365, loss_cls: 1.6326, loss: 1.6326, grad_norm: 5.9968 2020-10-11 13:42:28,644 - mmaction - INFO - Epoch [11][1620/5010] lr: 7.500e-03, eta: 2 days, 9:08:15, time: 1.035, data_time: 0.007, memory: 10398, top1_acc: 0.5542, top5_acc: 0.8083, loss_cls: 1.8039, loss: 1.8039, grad_norm: 5.9499 2020-10-11 13:42:48,905 - mmaction - INFO - Epoch [11][1640/5010] lr: 7.500e-03, eta: 2 days, 9:07:53, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.5531, top5_acc: 0.7885, loss_cls: 1.8645, loss: 1.8645, grad_norm: 5.9974 2020-10-11 13:43:09,019 - mmaction - INFO - Epoch [11][1660/5010] lr: 7.500e-03, eta: 2 days, 9:07:30, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8104, loss_cls: 1.7191, loss: 1.7191, grad_norm: 5.7757 2020-10-11 13:43:30,308 - mmaction - INFO - Epoch [11][1680/5010] lr: 7.500e-03, eta: 2 days, 9:07:12, time: 1.064, data_time: 0.002, memory: 10398, top1_acc: 0.5552, top5_acc: 0.7812, loss_cls: 1.8523, loss: 1.8523, grad_norm: 5.9383 2020-10-11 13:43:50,269 - mmaction - INFO - Epoch [11][1700/5010] lr: 7.500e-03, eta: 2 days, 9:06:48, time: 0.998, data_time: 0.002, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8354, loss_cls: 1.5533, loss: 1.5533, grad_norm: 5.7177 2020-10-11 13:44:11,125 - mmaction - INFO - Epoch [11][1720/5010] lr: 7.500e-03, eta: 2 days, 9:06:28, time: 1.040, data_time: 0.006, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8302, loss_cls: 1.7057, loss: 1.7057, grad_norm: 6.0559 2020-10-11 13:44:31,026 - mmaction - INFO - Epoch [11][1740/5010] lr: 7.500e-03, eta: 2 days, 9:06:04, time: 0.998, data_time: 0.007, memory: 10398, top1_acc: 0.5812, top5_acc: 0.8104, loss_cls: 1.7440, loss: 1.7440, grad_norm: 5.7439 2020-10-11 13:44:51,526 - mmaction - INFO - Epoch [11][1760/5010] lr: 7.500e-03, eta: 2 days, 9:05:43, time: 1.024, data_time: 0.002, memory: 10398, top1_acc: 0.5937, top5_acc: 0.8271, loss_cls: 1.6524, loss: 1.6524, grad_norm: 5.7778 2020-10-11 13:45:12,563 - mmaction - INFO - Epoch [11][1780/5010] lr: 7.500e-03, eta: 2 days, 9:05:23, time: 1.050, data_time: 0.006, memory: 10398, top1_acc: 0.5729, top5_acc: 0.8073, loss_cls: 1.7797, loss: 1.7797, grad_norm: 5.9791 2020-10-11 13:45:32,570 - mmaction - INFO - Epoch [11][1800/5010] lr: 7.500e-03, eta: 2 days, 9:05:00, time: 1.003, data_time: 0.008, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8104, loss_cls: 1.7165, loss: 1.7165, grad_norm: 5.7946 2020-10-11 13:45:52,866 - mmaction - INFO - Epoch [11][1820/5010] lr: 7.500e-03, eta: 2 days, 9:04:38, time: 1.015, data_time: 0.002, memory: 10398, top1_acc: 0.5750, top5_acc: 0.7896, loss_cls: 1.7663, loss: 1.7663, grad_norm: 5.8155 2020-10-11 13:46:12,955 - mmaction - INFO - Epoch [11][1840/5010] lr: 7.500e-03, eta: 2 days, 9:04:15, time: 1.001, data_time: 0.005, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8052, loss_cls: 1.8097, loss: 1.8097, grad_norm: 5.8858 2020-10-11 13:46:34,917 - mmaction - INFO - Epoch [11][1860/5010] lr: 7.500e-03, eta: 2 days, 9:03:59, time: 1.101, data_time: 0.008, memory: 10398, top1_acc: 0.5563, top5_acc: 0.8219, loss_cls: 1.7422, loss: 1.7422, grad_norm: 5.9295 2020-10-11 13:46:54,737 - mmaction - INFO - Epoch [11][1880/5010] lr: 7.500e-03, eta: 2 days, 9:03:35, time: 0.991, data_time: 0.002, memory: 10398, top1_acc: 0.5677, top5_acc: 0.8063, loss_cls: 1.8053, loss: 1.8053, grad_norm: 6.1493 2020-10-11 13:47:14,879 - mmaction - INFO - Epoch [11][1900/5010] lr: 7.500e-03, eta: 2 days, 9:03:12, time: 1.004, data_time: 0.004, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8031, loss_cls: 1.7432, loss: 1.7432, grad_norm: 5.7684 2020-10-11 13:47:35,963 - mmaction - INFO - Epoch [11][1920/5010] lr: 7.500e-03, eta: 2 days, 9:02:53, time: 1.057, data_time: 0.007, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8146, loss_cls: 1.7477, loss: 1.7477, grad_norm: 6.2816 2020-10-11 13:47:56,082 - mmaction - INFO - Epoch [11][1940/5010] lr: 7.500e-03, eta: 2 days, 9:02:30, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.5667, top5_acc: 0.8208, loss_cls: 1.7108, loss: 1.7108, grad_norm: 5.8967 2020-10-11 13:48:16,095 - mmaction - INFO - Epoch [11][1960/5010] lr: 7.500e-03, eta: 2 days, 9:02:07, time: 1.001, data_time: 0.006, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8198, loss_cls: 1.6745, loss: 1.6745, grad_norm: 5.9969 2020-10-11 13:48:36,458 - mmaction - INFO - Epoch [11][1980/5010] lr: 7.500e-03, eta: 2 days, 9:01:45, time: 1.018, data_time: 0.004, memory: 10398, top1_acc: 0.5688, top5_acc: 0.8042, loss_cls: 1.7331, loss: 1.7331, grad_norm: 5.9429 2020-10-11 13:48:57,889 - mmaction - INFO - Epoch [11][2000/5010] lr: 7.500e-03, eta: 2 days, 9:01:27, time: 1.066, data_time: 0.006, memory: 10398, top1_acc: 0.5813, top5_acc: 0.8115, loss_cls: 1.7271, loss: 1.7271, grad_norm: 6.0224 2020-10-11 13:49:20,421 - mmaction - INFO - Epoch [11][2020/5010] lr: 7.500e-03, eta: 2 days, 9:01:13, time: 1.131, data_time: 0.008, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8260, loss_cls: 1.6914, loss: 1.6914, grad_norm: 5.9044 2020-10-11 13:49:39,994 - mmaction - INFO - Epoch [11][2040/5010] lr: 7.500e-03, eta: 2 days, 9:00:48, time: 0.975, data_time: 0.005, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8083, loss_cls: 1.8094, loss: 1.8094, grad_norm: 6.1456 2020-10-11 13:50:01,535 - mmaction - INFO - Epoch [11][2060/5010] lr: 7.500e-03, eta: 2 days, 9:00:31, time: 1.080, data_time: 0.008, memory: 10398, top1_acc: 0.5604, top5_acc: 0.7958, loss_cls: 1.8136, loss: 1.8136, grad_norm: 6.0868 2020-10-11 13:50:21,596 - mmaction - INFO - Epoch [11][2080/5010] lr: 7.500e-03, eta: 2 days, 9:00:08, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.5812, top5_acc: 0.7958, loss_cls: 1.8134, loss: 1.8134, grad_norm: 5.9186 2020-10-11 13:50:42,704 - mmaction - INFO - Epoch [11][2100/5010] lr: 7.500e-03, eta: 2 days, 8:59:49, time: 1.056, data_time: 0.002, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8177, loss_cls: 1.7242, loss: 1.7242, grad_norm: 5.7079 2020-10-11 13:51:02,191 - mmaction - INFO - Epoch [11][2120/5010] lr: 7.500e-03, eta: 2 days, 8:59:23, time: 0.971, data_time: 0.005, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8115, loss_cls: 1.6880, loss: 1.6880, grad_norm: 5.5432 2020-10-11 13:51:23,324 - mmaction - INFO - Epoch [11][2140/5010] lr: 7.500e-03, eta: 2 days, 8:59:04, time: 1.059, data_time: 0.009, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8115, loss_cls: 1.7089, loss: 1.7089, grad_norm: 5.6668 2020-10-11 13:51:44,820 - mmaction - INFO - Epoch [11][2160/5010] lr: 7.500e-03, eta: 2 days, 8:58:47, time: 1.075, data_time: 0.002, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8083, loss_cls: 1.7360, loss: 1.7360, grad_norm: 6.0101 2020-10-11 13:52:04,815 - mmaction - INFO - Epoch [11][2180/5010] lr: 7.500e-03, eta: 2 days, 8:58:23, time: 0.998, data_time: 0.004, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8198, loss_cls: 1.7757, loss: 1.7757, grad_norm: 5.8534 2020-10-11 13:52:25,345 - mmaction - INFO - Epoch [11][2200/5010] lr: 7.500e-03, eta: 2 days, 8:58:02, time: 1.028, data_time: 0.007, memory: 10398, top1_acc: 0.5677, top5_acc: 0.7969, loss_cls: 1.8220, loss: 1.8220, grad_norm: 6.2128 2020-10-11 13:52:45,633 - mmaction - INFO - Epoch [11][2220/5010] lr: 7.500e-03, eta: 2 days, 8:57:40, time: 1.015, data_time: 0.002, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8229, loss_cls: 1.7514, loss: 1.7514, grad_norm: 5.9531 2020-10-11 13:53:06,639 - mmaction - INFO - Epoch [11][2240/5010] lr: 7.500e-03, eta: 2 days, 8:57:20, time: 1.050, data_time: 0.006, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8208, loss_cls: 1.7256, loss: 1.7256, grad_norm: 5.9568 2020-10-11 13:53:28,996 - mmaction - INFO - Epoch [11][2260/5010] lr: 7.500e-03, eta: 2 days, 8:57:06, time: 1.118, data_time: 0.002, memory: 10398, top1_acc: 0.5677, top5_acc: 0.8229, loss_cls: 1.7186, loss: 1.7186, grad_norm: 6.1123 2020-10-11 13:53:48,642 - mmaction - INFO - Epoch [11][2280/5010] lr: 7.500e-03, eta: 2 days, 8:56:41, time: 0.982, data_time: 0.002, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8073, loss_cls: 1.6787, loss: 1.6787, grad_norm: 5.6473 2020-10-11 13:54:09,737 - mmaction - INFO - Epoch [11][2300/5010] lr: 7.500e-03, eta: 2 days, 8:56:22, time: 1.052, data_time: 0.005, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8260, loss_cls: 1.6734, loss: 1.6734, grad_norm: 5.8275 2020-10-11 13:54:30,802 - mmaction - INFO - Epoch [11][2320/5010] lr: 7.500e-03, eta: 2 days, 8:56:03, time: 1.056, data_time: 0.008, memory: 10398, top1_acc: 0.5573, top5_acc: 0.8021, loss_cls: 1.8463, loss: 1.8463, grad_norm: 6.1256 2020-10-11 13:54:50,601 - mmaction - INFO - Epoch [11][2340/5010] lr: 7.500e-03, eta: 2 days, 8:55:39, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.5552, top5_acc: 0.7917, loss_cls: 1.8875, loss: 1.8875, grad_norm: 6.2698 2020-10-11 13:55:11,482 - mmaction - INFO - Epoch [11][2360/5010] lr: 7.500e-03, eta: 2 days, 8:55:19, time: 1.044, data_time: 0.005, memory: 10398, top1_acc: 0.5594, top5_acc: 0.8042, loss_cls: 1.7920, loss: 1.7920, grad_norm: 5.8891 2020-10-11 13:55:31,909 - mmaction - INFO - Epoch [11][2380/5010] lr: 7.500e-03, eta: 2 days, 8:54:57, time: 1.018, data_time: 0.002, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8260, loss_cls: 1.6661, loss: 1.6661, grad_norm: 6.0837 2020-10-11 13:55:51,810 - mmaction - INFO - Epoch [11][2400/5010] lr: 7.500e-03, eta: 2 days, 8:54:33, time: 0.998, data_time: 0.007, memory: 10398, top1_acc: 0.6094, top5_acc: 0.8177, loss_cls: 1.6853, loss: 1.6853, grad_norm: 5.6756 2020-10-11 13:56:12,514 - mmaction - INFO - Epoch [11][2420/5010] lr: 7.500e-03, eta: 2 days, 8:54:13, time: 1.033, data_time: 0.004, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8188, loss_cls: 1.6062, loss: 1.6062, grad_norm: 5.7532 2020-10-11 13:56:33,846 - mmaction - INFO - Epoch [11][2440/5010] lr: 7.500e-03, eta: 2 days, 8:53:54, time: 1.068, data_time: 0.007, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8219, loss_cls: 1.6907, loss: 1.6907, grad_norm: 5.8787 2020-10-11 13:56:53,312 - mmaction - INFO - Epoch [11][2460/5010] lr: 7.500e-03, eta: 2 days, 8:53:29, time: 0.973, data_time: 0.003, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8125, loss_cls: 1.6802, loss: 1.6802, grad_norm: 5.8255 2020-10-11 13:57:13,367 - mmaction - INFO - Epoch [11][2480/5010] lr: 7.500e-03, eta: 2 days, 8:53:06, time: 0.998, data_time: 0.005, memory: 10398, top1_acc: 0.5750, top5_acc: 0.8115, loss_cls: 1.7457, loss: 1.7457, grad_norm: 5.9498 2020-10-11 13:57:33,749 - mmaction - INFO - Epoch [11][2500/5010] lr: 7.500e-03, eta: 2 days, 8:52:44, time: 1.024, data_time: 0.007, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8083, loss_cls: 1.7293, loss: 1.7293, grad_norm: 5.8998 2020-10-11 13:57:54,302 - mmaction - INFO - Epoch [11][2520/5010] lr: 7.500e-03, eta: 2 days, 8:52:23, time: 1.028, data_time: 0.002, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8219, loss_cls: 1.6965, loss: 1.6965, grad_norm: 5.7357 2020-10-11 13:58:15,104 - mmaction - INFO - Epoch [11][2540/5010] lr: 7.500e-03, eta: 2 days, 8:52:03, time: 1.040, data_time: 0.002, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8156, loss_cls: 1.7464, loss: 1.7464, grad_norm: 5.9516 2020-10-11 13:58:35,124 - mmaction - INFO - Epoch [11][2560/5010] lr: 7.500e-03, eta: 2 days, 8:51:39, time: 1.001, data_time: 0.005, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8083, loss_cls: 1.7114, loss: 1.7114, grad_norm: 5.9362 2020-10-11 13:58:55,658 - mmaction - INFO - Epoch [11][2580/5010] lr: 7.500e-03, eta: 2 days, 8:51:18, time: 1.027, data_time: 0.002, memory: 10398, top1_acc: 0.5500, top5_acc: 0.8229, loss_cls: 1.7550, loss: 1.7550, grad_norm: 5.9346 2020-10-11 13:59:16,783 - mmaction - INFO - Epoch [11][2600/5010] lr: 7.500e-03, eta: 2 days, 8:50:59, time: 1.054, data_time: 0.004, memory: 10398, top1_acc: 0.5760, top5_acc: 0.7990, loss_cls: 1.7224, loss: 1.7224, grad_norm: 5.8715 2020-10-11 13:59:37,411 - mmaction - INFO - Epoch [11][2620/5010] lr: 7.500e-03, eta: 2 days, 8:50:38, time: 1.033, data_time: 0.007, memory: 10398, top1_acc: 0.5604, top5_acc: 0.8135, loss_cls: 1.7794, loss: 1.7794, grad_norm: 5.9293 2020-10-11 13:59:57,347 - mmaction - INFO - Epoch [11][2640/5010] lr: 7.500e-03, eta: 2 days, 8:50:14, time: 0.995, data_time: 0.004, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8021, loss_cls: 1.7475, loss: 1.7475, grad_norm: 6.0023 2020-10-11 14:00:23,492 - mmaction - INFO - Epoch [11][2660/5010] lr: 7.500e-03, eta: 2 days, 8:50:13, time: 1.295, data_time: 0.009, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8104, loss_cls: 1.7385, loss: 1.7385, grad_norm: 5.9779 2020-10-11 14:00:42,971 - mmaction - INFO - Epoch [11][2680/5010] lr: 7.500e-03, eta: 2 days, 8:49:49, time: 0.989, data_time: 0.025, memory: 10398, top1_acc: 0.5813, top5_acc: 0.8042, loss_cls: 1.7374, loss: 1.7374, grad_norm: 5.9071 2020-10-11 14:01:03,363 - mmaction - INFO - Epoch [11][2700/5010] lr: 7.500e-03, eta: 2 days, 8:49:27, time: 1.018, data_time: 0.004, memory: 10398, top1_acc: 0.5687, top5_acc: 0.8115, loss_cls: 1.7433, loss: 1.7433, grad_norm: 5.9544 2020-10-11 14:01:24,566 - mmaction - INFO - Epoch [11][2720/5010] lr: 7.500e-03, eta: 2 days, 8:49:08, time: 1.062, data_time: 0.007, memory: 10398, top1_acc: 0.5760, top5_acc: 0.8073, loss_cls: 1.7740, loss: 1.7740, grad_norm: 5.9805 2020-10-11 14:01:44,174 - mmaction - INFO - Epoch [11][2740/5010] lr: 7.500e-03, eta: 2 days, 8:48:44, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.5542, top5_acc: 0.7823, loss_cls: 1.8666, loss: 1.8666, grad_norm: 5.8751 2020-10-11 14:02:04,646 - mmaction - INFO - Epoch [11][2760/5010] lr: 7.500e-03, eta: 2 days, 8:48:22, time: 1.020, data_time: 0.006, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8177, loss_cls: 1.6550, loss: 1.6550, grad_norm: 5.7355 2020-10-11 14:02:26,261 - mmaction - INFO - Epoch [11][2780/5010] lr: 7.500e-03, eta: 2 days, 8:48:05, time: 1.084, data_time: 0.008, memory: 10398, top1_acc: 0.5635, top5_acc: 0.8219, loss_cls: 1.7747, loss: 1.7747, grad_norm: 6.3181 2020-10-11 14:02:46,023 - mmaction - INFO - Epoch [11][2800/5010] lr: 7.500e-03, eta: 2 days, 8:47:41, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.5479, top5_acc: 0.7802, loss_cls: 1.8773, loss: 1.8773, grad_norm: 5.9789 2020-10-11 14:03:06,765 - mmaction - INFO - Epoch [11][2820/5010] lr: 7.500e-03, eta: 2 days, 8:47:20, time: 1.037, data_time: 0.002, memory: 10398, top1_acc: 0.5802, top5_acc: 0.8281, loss_cls: 1.7807, loss: 1.7807, grad_norm: 5.7727 2020-10-11 14:03:27,444 - mmaction - INFO - Epoch [11][2840/5010] lr: 7.500e-03, eta: 2 days, 8:46:59, time: 1.033, data_time: 0.002, memory: 10398, top1_acc: 0.5813, top5_acc: 0.8031, loss_cls: 1.7450, loss: 1.7450, grad_norm: 6.0694 2020-10-11 14:03:48,439 - mmaction - INFO - Epoch [11][2860/5010] lr: 7.500e-03, eta: 2 days, 8:46:40, time: 1.051, data_time: 0.003, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8031, loss_cls: 1.7429, loss: 1.7429, grad_norm: 6.2004 2020-10-11 14:04:08,066 - mmaction - INFO - Epoch [11][2880/5010] lr: 7.500e-03, eta: 2 days, 8:46:15, time: 0.978, data_time: 0.004, memory: 10398, top1_acc: 0.6260, top5_acc: 0.8479, loss_cls: 1.5525, loss: 1.5525, grad_norm: 5.8293 2020-10-11 14:04:29,699 - mmaction - INFO - Epoch [11][2900/5010] lr: 7.500e-03, eta: 2 days, 8:45:58, time: 1.085, data_time: 0.008, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8042, loss_cls: 1.8173, loss: 1.8173, grad_norm: 6.0084 2020-10-11 14:04:50,247 - mmaction - INFO - Epoch [11][2920/5010] lr: 7.500e-03, eta: 2 days, 8:45:37, time: 1.027, data_time: 0.002, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8156, loss_cls: 1.6779, loss: 1.6779, grad_norm: 5.9204 2020-10-11 14:05:10,545 - mmaction - INFO - Epoch [11][2940/5010] lr: 7.500e-03, eta: 2 days, 8:45:15, time: 1.015, data_time: 0.005, memory: 10398, top1_acc: 0.5625, top5_acc: 0.7990, loss_cls: 1.8873, loss: 1.8873, grad_norm: 6.3058 2020-10-11 14:05:31,243 - mmaction - INFO - Epoch [11][2960/5010] lr: 7.500e-03, eta: 2 days, 8:44:54, time: 1.033, data_time: 0.002, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8208, loss_cls: 1.6890, loss: 1.6890, grad_norm: 5.7400 2020-10-11 14:05:51,630 - mmaction - INFO - Epoch [11][2980/5010] lr: 7.500e-03, eta: 2 days, 8:44:32, time: 1.021, data_time: 0.006, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8333, loss_cls: 1.6612, loss: 1.6612, grad_norm: 5.9936 2020-10-11 14:06:13,574 - mmaction - INFO - Epoch [11][3000/5010] lr: 7.500e-03, eta: 2 days, 8:44:16, time: 1.095, data_time: 0.006, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8167, loss_cls: 1.7481, loss: 1.7481, grad_norm: 6.0640 2020-10-11 14:06:33,780 - mmaction - INFO - Epoch [11][3020/5010] lr: 7.500e-03, eta: 2 days, 8:43:53, time: 1.013, data_time: 0.007, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.6925, loss: 1.6925, grad_norm: 5.8090 2020-10-11 14:06:53,620 - mmaction - INFO - Epoch [11][3040/5010] lr: 7.500e-03, eta: 2 days, 8:43:30, time: 0.992, data_time: 0.002, memory: 10398, top1_acc: 0.5760, top5_acc: 0.8250, loss_cls: 1.6935, loss: 1.6935, grad_norm: 5.8330 2020-10-11 14:07:14,082 - mmaction - INFO - Epoch [11][3060/5010] lr: 7.500e-03, eta: 2 days, 8:43:08, time: 1.020, data_time: 0.006, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8063, loss_cls: 1.7145, loss: 1.7145, grad_norm: 5.8772 2020-10-11 14:07:34,505 - mmaction - INFO - Epoch [11][3080/5010] lr: 7.500e-03, eta: 2 days, 8:42:46, time: 1.024, data_time: 0.008, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8052, loss_cls: 1.7761, loss: 1.7761, grad_norm: 6.1220 2020-10-11 14:07:54,570 - mmaction - INFO - Epoch [11][3100/5010] lr: 7.500e-03, eta: 2 days, 8:42:23, time: 1.003, data_time: 0.003, memory: 10398, top1_acc: 0.5667, top5_acc: 0.8052, loss_cls: 1.7823, loss: 1.7823, grad_norm: 5.7756 2020-10-11 14:08:14,826 - mmaction - INFO - Epoch [11][3120/5010] lr: 7.500e-03, eta: 2 days, 8:42:01, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.5667, top5_acc: 0.7969, loss_cls: 1.8874, loss: 1.8874, grad_norm: 5.7733 2020-10-11 14:08:35,140 - mmaction - INFO - Epoch [11][3140/5010] lr: 7.500e-03, eta: 2 days, 8:41:39, time: 1.016, data_time: 0.006, memory: 10398, top1_acc: 0.5521, top5_acc: 0.8135, loss_cls: 1.7333, loss: 1.7333, grad_norm: 5.7612 2020-10-11 14:08:55,687 - mmaction - INFO - Epoch [11][3160/5010] lr: 7.500e-03, eta: 2 days, 8:41:18, time: 1.027, data_time: 0.002, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8010, loss_cls: 1.7870, loss: 1.7870, grad_norm: 5.8861 2020-10-11 14:09:15,738 - mmaction - INFO - Epoch [11][3180/5010] lr: 7.500e-03, eta: 2 days, 8:40:54, time: 1.000, data_time: 0.005, memory: 10398, top1_acc: 0.5677, top5_acc: 0.7979, loss_cls: 1.7879, loss: 1.7879, grad_norm: 5.6884 2020-10-11 14:09:36,466 - mmaction - INFO - Epoch [11][3200/5010] lr: 7.500e-03, eta: 2 days, 8:40:34, time: 1.036, data_time: 0.008, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8073, loss_cls: 1.7079, loss: 1.7079, grad_norm: 5.7986 2020-10-11 14:09:56,690 - mmaction - INFO - Epoch [11][3220/5010] lr: 7.500e-03, eta: 2 days, 8:40:12, time: 1.014, data_time: 0.007, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8250, loss_cls: 1.6547, loss: 1.6547, grad_norm: 5.9399 2020-10-11 14:10:18,731 - mmaction - INFO - Epoch [11][3240/5010] lr: 7.500e-03, eta: 2 days, 8:39:56, time: 1.101, data_time: 0.006, memory: 10398, top1_acc: 0.5760, top5_acc: 0.7927, loss_cls: 1.7966, loss: 1.7966, grad_norm: 5.9611 2020-10-11 14:10:37,924 - mmaction - INFO - Epoch [11][3260/5010] lr: 7.500e-03, eta: 2 days, 8:39:30, time: 0.960, data_time: 0.004, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8156, loss_cls: 1.7004, loss: 1.7004, grad_norm: 5.5977 2020-10-11 14:10:59,604 - mmaction - INFO - Epoch [11][3280/5010] lr: 7.500e-03, eta: 2 days, 8:39:12, time: 1.082, data_time: 0.005, memory: 10398, top1_acc: 0.5448, top5_acc: 0.7917, loss_cls: 1.8287, loss: 1.8287, grad_norm: 6.2857 2020-10-11 14:11:19,712 - mmaction - INFO - Epoch [11][3300/5010] lr: 7.500e-03, eta: 2 days, 8:38:50, time: 1.007, data_time: 0.008, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8208, loss_cls: 1.6940, loss: 1.6940, grad_norm: 5.7586 2020-10-11 14:11:40,980 - mmaction - INFO - Epoch [11][3320/5010] lr: 7.500e-03, eta: 2 days, 8:38:31, time: 1.061, data_time: 0.005, memory: 10398, top1_acc: 0.5698, top5_acc: 0.8052, loss_cls: 1.7924, loss: 1.7924, grad_norm: 5.8829 2020-10-11 14:12:01,601 - mmaction - INFO - Epoch [11][3340/5010] lr: 7.500e-03, eta: 2 days, 8:38:10, time: 1.034, data_time: 0.008, memory: 10398, top1_acc: 0.5594, top5_acc: 0.7958, loss_cls: 1.8075, loss: 1.8075, grad_norm: 5.8665 2020-10-11 14:12:21,659 - mmaction - INFO - Epoch [11][3360/5010] lr: 7.500e-03, eta: 2 days, 8:37:47, time: 1.003, data_time: 0.005, memory: 10398, top1_acc: 0.5812, top5_acc: 0.8052, loss_cls: 1.7496, loss: 1.7496, grad_norm: 6.1007 2020-10-11 14:12:41,991 - mmaction - INFO - Epoch [11][3380/5010] lr: 7.500e-03, eta: 2 days, 8:37:25, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8115, loss_cls: 1.7248, loss: 1.7248, grad_norm: 5.7732 2020-10-11 14:13:02,796 - mmaction - INFO - Epoch [11][3400/5010] lr: 7.500e-03, eta: 2 days, 8:37:05, time: 1.039, data_time: 0.005, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8208, loss_cls: 1.6899, loss: 1.6899, grad_norm: 5.9238 2020-10-11 14:13:23,968 - mmaction - INFO - Epoch [11][3420/5010] lr: 7.500e-03, eta: 2 days, 8:36:46, time: 1.060, data_time: 0.003, memory: 10398, top1_acc: 0.5625, top5_acc: 0.8052, loss_cls: 1.7429, loss: 1.7429, grad_norm: 5.8669 2020-10-11 14:13:44,268 - mmaction - INFO - Epoch [11][3440/5010] lr: 7.500e-03, eta: 2 days, 8:36:24, time: 1.015, data_time: 0.002, memory: 10398, top1_acc: 0.5615, top5_acc: 0.7948, loss_cls: 1.8091, loss: 1.8091, grad_norm: 6.0550 2020-10-11 14:14:05,595 - mmaction - INFO - Epoch [11][3460/5010] lr: 7.500e-03, eta: 2 days, 8:36:05, time: 1.064, data_time: 0.005, memory: 10398, top1_acc: 0.5813, top5_acc: 0.8281, loss_cls: 1.6942, loss: 1.6942, grad_norm: 6.0121 2020-10-11 14:14:26,310 - mmaction - INFO - Epoch [11][3480/5010] lr: 7.500e-03, eta: 2 days, 8:35:45, time: 1.038, data_time: 0.008, memory: 10398, top1_acc: 0.5635, top5_acc: 0.8021, loss_cls: 1.7864, loss: 1.7864, grad_norm: 6.0190 2020-10-11 14:14:47,734 - mmaction - INFO - Epoch [11][3500/5010] lr: 7.500e-03, eta: 2 days, 8:35:27, time: 1.071, data_time: 0.002, memory: 10398, top1_acc: 0.5729, top5_acc: 0.8104, loss_cls: 1.8110, loss: 1.8110, grad_norm: 6.1781 2020-10-11 14:15:07,897 - mmaction - INFO - Epoch [11][3520/5010] lr: 7.500e-03, eta: 2 days, 8:35:04, time: 1.008, data_time: 0.004, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8125, loss_cls: 1.7030, loss: 1.7030, grad_norm: 5.8937 2020-10-11 14:15:29,532 - mmaction - INFO - Epoch [11][3540/5010] lr: 7.500e-03, eta: 2 days, 8:34:47, time: 1.082, data_time: 0.003, memory: 10398, top1_acc: 0.5698, top5_acc: 0.8010, loss_cls: 1.7877, loss: 1.7877, grad_norm: 6.0088 2020-10-11 14:15:48,868 - mmaction - INFO - Epoch [11][3560/5010] lr: 7.500e-03, eta: 2 days, 8:34:21, time: 0.967, data_time: 0.002, memory: 10398, top1_acc: 0.5698, top5_acc: 0.8125, loss_cls: 1.7657, loss: 1.7657, grad_norm: 6.1195 2020-10-11 14:16:10,274 - mmaction - INFO - Epoch [11][3580/5010] lr: 7.500e-03, eta: 2 days, 8:34:03, time: 1.070, data_time: 0.006, memory: 10398, top1_acc: 0.5750, top5_acc: 0.8156, loss_cls: 1.6784, loss: 1.6784, grad_norm: 6.0524 2020-10-11 14:16:30,145 - mmaction - INFO - Epoch [11][3600/5010] lr: 7.500e-03, eta: 2 days, 8:33:39, time: 0.994, data_time: 0.004, memory: 10398, top1_acc: 0.5677, top5_acc: 0.8302, loss_cls: 1.7365, loss: 1.7365, grad_norm: 5.9993 2020-10-11 14:16:50,151 - mmaction - INFO - Epoch [11][3620/5010] lr: 7.500e-03, eta: 2 days, 8:33:16, time: 1.000, data_time: 0.002, memory: 10398, top1_acc: 0.5708, top5_acc: 0.8021, loss_cls: 1.8004, loss: 1.8004, grad_norm: 6.0639 2020-10-11 14:17:12,604 - mmaction - INFO - Epoch [11][3640/5010] lr: 7.500e-03, eta: 2 days, 8:33:02, time: 1.121, data_time: 0.005, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8365, loss_cls: 1.6330, loss: 1.6330, grad_norm: 6.1177 2020-10-11 14:17:32,801 - mmaction - INFO - Epoch [11][3660/5010] lr: 7.500e-03, eta: 2 days, 8:32:39, time: 1.011, data_time: 0.005, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8302, loss_cls: 1.7113, loss: 1.7113, grad_norm: 6.0076 2020-10-11 14:17:53,134 - mmaction - INFO - Epoch [11][3680/5010] lr: 7.500e-03, eta: 2 days, 8:32:17, time: 1.016, data_time: 0.002, memory: 10398, top1_acc: 0.5708, top5_acc: 0.8208, loss_cls: 1.7682, loss: 1.7682, grad_norm: 6.3047 2020-10-11 14:18:15,159 - mmaction - INFO - Epoch [11][3700/5010] lr: 7.500e-03, eta: 2 days, 8:32:01, time: 1.100, data_time: 0.005, memory: 10398, top1_acc: 0.5438, top5_acc: 0.7833, loss_cls: 1.8396, loss: 1.8396, grad_norm: 6.0644 2020-10-11 14:18:34,822 - mmaction - INFO - Epoch [11][3720/5010] lr: 7.500e-03, eta: 2 days, 8:31:37, time: 0.985, data_time: 0.008, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8219, loss_cls: 1.6929, loss: 1.6929, grad_norm: 5.8392 2020-10-11 14:18:56,040 - mmaction - INFO - Epoch [11][3740/5010] lr: 7.500e-03, eta: 2 days, 8:31:18, time: 1.061, data_time: 0.002, memory: 10398, top1_acc: 0.5448, top5_acc: 0.7917, loss_cls: 1.8711, loss: 1.8711, grad_norm: 6.0814 2020-10-11 14:19:18,131 - mmaction - INFO - Epoch [11][3760/5010] lr: 7.500e-03, eta: 2 days, 8:31:03, time: 1.101, data_time: 0.005, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8021, loss_cls: 1.7674, loss: 1.7674, grad_norm: 5.7390 2020-10-11 14:19:39,378 - mmaction - INFO - Epoch [11][3780/5010] lr: 7.500e-03, eta: 2 days, 8:30:44, time: 1.066, data_time: 0.007, memory: 10398, top1_acc: 0.5500, top5_acc: 0.7896, loss_cls: 1.8615, loss: 1.8615, grad_norm: 5.7550 2020-10-11 14:19:59,280 - mmaction - INFO - Epoch [11][3800/5010] lr: 7.500e-03, eta: 2 days, 8:30:20, time: 0.992, data_time: 0.006, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8000, loss_cls: 1.7665, loss: 1.7665, grad_norm: 5.7514 2020-10-11 14:20:20,259 - mmaction - INFO - Epoch [11][3820/5010] lr: 7.500e-03, eta: 2 days, 8:30:01, time: 1.052, data_time: 0.006, memory: 10398, top1_acc: 0.5479, top5_acc: 0.8000, loss_cls: 1.8610, loss: 1.8610, grad_norm: 5.9264 2020-10-11 14:20:41,801 - mmaction - INFO - Epoch [11][3840/5010] lr: 7.500e-03, eta: 2 days, 8:29:43, time: 1.075, data_time: 0.006, memory: 10398, top1_acc: 0.5896, top5_acc: 0.7969, loss_cls: 1.7406, loss: 1.7406, grad_norm: 6.0232 2020-10-11 14:21:02,400 - mmaction - INFO - Epoch [11][3860/5010] lr: 7.500e-03, eta: 2 days, 8:29:22, time: 1.033, data_time: 0.007, memory: 10398, top1_acc: 0.5708, top5_acc: 0.8198, loss_cls: 1.7773, loss: 1.7773, grad_norm: 5.8641 2020-10-11 14:21:23,219 - mmaction - INFO - Epoch [11][3880/5010] lr: 7.500e-03, eta: 2 days, 8:29:02, time: 1.040, data_time: 0.005, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8062, loss_cls: 1.7468, loss: 1.7468, grad_norm: 5.8584 2020-10-11 14:21:44,853 - mmaction - INFO - Epoch [11][3900/5010] lr: 7.500e-03, eta: 2 days, 8:28:45, time: 1.082, data_time: 0.002, memory: 10398, top1_acc: 0.5656, top5_acc: 0.7979, loss_cls: 1.7971, loss: 1.7971, grad_norm: 5.8905 2020-10-11 14:22:06,165 - mmaction - INFO - Epoch [11][3920/5010] lr: 7.500e-03, eta: 2 days, 8:28:26, time: 1.064, data_time: 0.004, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8042, loss_cls: 1.7710, loss: 1.7710, grad_norm: 5.7728 2020-10-11 14:22:26,247 - mmaction - INFO - Epoch [11][3940/5010] lr: 7.500e-03, eta: 2 days, 8:28:03, time: 1.006, data_time: 0.007, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8094, loss_cls: 1.7082, loss: 1.7082, grad_norm: 5.5709 2020-10-11 14:22:46,528 - mmaction - INFO - Epoch [11][3960/5010] lr: 7.500e-03, eta: 2 days, 8:27:41, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8031, loss_cls: 1.7443, loss: 1.7443, grad_norm: 6.0005 2020-10-11 14:23:08,637 - mmaction - INFO - Epoch [11][3980/5010] lr: 7.500e-03, eta: 2 days, 8:27:26, time: 1.105, data_time: 0.004, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8292, loss_cls: 1.7035, loss: 1.7035, grad_norm: 5.7100 2020-10-11 14:23:29,383 - mmaction - INFO - Epoch [11][4000/5010] lr: 7.500e-03, eta: 2 days, 8:27:05, time: 1.037, data_time: 0.002, memory: 10398, top1_acc: 0.5646, top5_acc: 0.8146, loss_cls: 1.7731, loss: 1.7731, grad_norm: 6.0780 2020-10-11 14:23:48,925 - mmaction - INFO - Epoch [11][4020/5010] lr: 7.500e-03, eta: 2 days, 8:26:40, time: 0.977, data_time: 0.003, memory: 10398, top1_acc: 0.5708, top5_acc: 0.8031, loss_cls: 1.7740, loss: 1.7740, grad_norm: 5.7627 2020-10-11 14:24:09,782 - mmaction - INFO - Epoch [11][4040/5010] lr: 7.500e-03, eta: 2 days, 8:26:20, time: 1.040, data_time: 0.005, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8198, loss_cls: 1.6588, loss: 1.6588, grad_norm: 5.5095 2020-10-11 14:24:30,160 - mmaction - INFO - Epoch [11][4060/5010] lr: 7.500e-03, eta: 2 days, 8:25:58, time: 1.022, data_time: 0.008, memory: 10398, top1_acc: 0.5688, top5_acc: 0.8073, loss_cls: 1.7721, loss: 1.7721, grad_norm: 5.8542 2020-10-11 14:24:51,009 - mmaction - INFO - Epoch [11][4080/5010] lr: 7.500e-03, eta: 2 days, 8:25:38, time: 1.042, data_time: 0.002, memory: 10398, top1_acc: 0.5708, top5_acc: 0.8073, loss_cls: 1.7678, loss: 1.7678, grad_norm: 6.0685 2020-10-11 14:25:12,362 - mmaction - INFO - Epoch [11][4100/5010] lr: 7.500e-03, eta: 2 days, 8:25:19, time: 1.064, data_time: 0.006, memory: 10398, top1_acc: 0.5448, top5_acc: 0.7906, loss_cls: 1.8277, loss: 1.8277, grad_norm: 6.1658 2020-10-11 14:25:32,808 - mmaction - INFO - Epoch [11][4120/5010] lr: 7.500e-03, eta: 2 days, 8:24:58, time: 1.027, data_time: 0.007, memory: 10398, top1_acc: 0.5688, top5_acc: 0.8094, loss_cls: 1.7731, loss: 1.7731, grad_norm: 5.9837 2020-10-11 14:25:54,412 - mmaction - INFO - Epoch [11][4140/5010] lr: 7.500e-03, eta: 2 days, 8:24:41, time: 1.080, data_time: 0.002, memory: 10398, top1_acc: 0.5688, top5_acc: 0.7938, loss_cls: 1.8207, loss: 1.8207, grad_norm: 6.0957 2020-10-11 14:26:14,333 - mmaction - INFO - Epoch [11][4160/5010] lr: 7.500e-03, eta: 2 days, 8:24:17, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8198, loss_cls: 1.7016, loss: 1.7016, grad_norm: 5.8834 2020-10-11 14:26:34,461 - mmaction - INFO - Epoch [11][4180/5010] lr: 7.500e-03, eta: 2 days, 8:23:55, time: 1.010, data_time: 0.008, memory: 10398, top1_acc: 0.5583, top5_acc: 0.7937, loss_cls: 1.8157, loss: 1.8157, grad_norm: 6.3087 2020-10-11 14:26:55,733 - mmaction - INFO - Epoch [11][4200/5010] lr: 7.500e-03, eta: 2 days, 8:23:36, time: 1.064, data_time: 0.002, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8021, loss_cls: 1.7603, loss: 1.7603, grad_norm: 5.8907 2020-10-11 14:27:17,720 - mmaction - INFO - Epoch [11][4220/5010] lr: 7.500e-03, eta: 2 days, 8:23:20, time: 1.096, data_time: 0.004, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8125, loss_cls: 1.7700, loss: 1.7700, grad_norm: 5.8806 2020-10-11 14:27:37,574 - mmaction - INFO - Epoch [11][4240/5010] lr: 7.500e-03, eta: 2 days, 8:22:56, time: 0.996, data_time: 0.007, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8281, loss_cls: 1.7280, loss: 1.7280, grad_norm: 6.0837 2020-10-11 14:27:58,071 - mmaction - INFO - Epoch [11][4260/5010] lr: 7.500e-03, eta: 2 days, 8:22:35, time: 1.022, data_time: 0.005, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8063, loss_cls: 1.7267, loss: 1.7267, grad_norm: 5.6800 2020-10-11 14:28:19,571 - mmaction - INFO - Epoch [11][4280/5010] lr: 7.500e-03, eta: 2 days, 8:22:17, time: 1.078, data_time: 0.007, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8094, loss_cls: 1.7967, loss: 1.7967, grad_norm: 5.9797 2020-10-11 14:28:40,732 - mmaction - INFO - Epoch [11][4300/5010] lr: 7.500e-03, eta: 2 days, 8:21:58, time: 1.056, data_time: 0.007, memory: 10398, top1_acc: 0.5823, top5_acc: 0.7927, loss_cls: 1.8128, loss: 1.8128, grad_norm: 6.0912 2020-10-11 14:29:02,078 - mmaction - INFO - Epoch [11][4320/5010] lr: 7.500e-03, eta: 2 days, 8:21:40, time: 1.069, data_time: 0.007, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8042, loss_cls: 1.7010, loss: 1.7010, grad_norm: 6.0817 2020-10-11 14:29:23,141 - mmaction - INFO - Epoch [11][4340/5010] lr: 7.500e-03, eta: 2 days, 8:21:20, time: 1.053, data_time: 0.005, memory: 10398, top1_acc: 0.5573, top5_acc: 0.7969, loss_cls: 1.8384, loss: 1.8384, grad_norm: 6.0645 2020-10-11 14:29:44,042 - mmaction - INFO - Epoch [11][4360/5010] lr: 7.500e-03, eta: 2 days, 8:21:00, time: 1.045, data_time: 0.002, memory: 10398, top1_acc: 0.5677, top5_acc: 0.8177, loss_cls: 1.7861, loss: 1.7861, grad_norm: 6.0640 2020-10-11 14:30:05,431 - mmaction - INFO - Epoch [11][4380/5010] lr: 7.500e-03, eta: 2 days, 8:20:42, time: 1.069, data_time: 0.003, memory: 10398, top1_acc: 0.5365, top5_acc: 0.7948, loss_cls: 1.8923, loss: 1.8923, grad_norm: 6.1872 2020-10-11 14:30:25,387 - mmaction - INFO - Epoch [11][4400/5010] lr: 7.500e-03, eta: 2 days, 8:20:19, time: 0.998, data_time: 0.002, memory: 10398, top1_acc: 0.5708, top5_acc: 0.8021, loss_cls: 1.7866, loss: 1.7866, grad_norm: 5.9263 2020-10-11 14:30:46,283 - mmaction - INFO - Epoch [11][4420/5010] lr: 7.500e-03, eta: 2 days, 8:19:59, time: 1.045, data_time: 0.002, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8177, loss_cls: 1.6607, loss: 1.6607, grad_norm: 5.9189 2020-10-11 14:31:07,727 - mmaction - INFO - Epoch [11][4440/5010] lr: 7.500e-03, eta: 2 days, 8:19:41, time: 1.070, data_time: 0.004, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8042, loss_cls: 1.6997, loss: 1.6997, grad_norm: 5.7745 2020-10-11 14:31:28,265 - mmaction - INFO - Epoch [11][4460/5010] lr: 7.500e-03, eta: 2 days, 8:19:19, time: 1.029, data_time: 0.006, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8323, loss_cls: 1.6425, loss: 1.6425, grad_norm: 5.7171 2020-10-11 14:31:49,718 - mmaction - INFO - Epoch [11][4480/5010] lr: 7.500e-03, eta: 2 days, 8:19:01, time: 1.073, data_time: 0.002, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8052, loss_cls: 1.7845, loss: 1.7845, grad_norm: 5.9436 2020-10-11 14:32:10,095 - mmaction - INFO - Epoch [11][4500/5010] lr: 7.500e-03, eta: 2 days, 8:18:40, time: 1.019, data_time: 0.005, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8208, loss_cls: 1.7546, loss: 1.7546, grad_norm: 5.9122 2020-10-11 14:32:31,318 - mmaction - INFO - Epoch [11][4520/5010] lr: 7.500e-03, eta: 2 days, 8:18:21, time: 1.059, data_time: 0.005, memory: 10398, top1_acc: 0.5510, top5_acc: 0.7938, loss_cls: 1.8552, loss: 1.8552, grad_norm: 5.8589 2020-10-11 14:32:51,593 - mmaction - INFO - Epoch [11][4540/5010] lr: 7.500e-03, eta: 2 days, 8:17:59, time: 1.016, data_time: 0.006, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8146, loss_cls: 1.7116, loss: 1.7116, grad_norm: 5.7160 2020-10-11 14:33:12,512 - mmaction - INFO - Epoch [11][4560/5010] lr: 7.500e-03, eta: 2 days, 8:17:39, time: 1.043, data_time: 0.006, memory: 10398, top1_acc: 0.5646, top5_acc: 0.8104, loss_cls: 1.7947, loss: 1.7947, grad_norm: 5.9992 2020-10-11 14:33:33,318 - mmaction - INFO - Epoch [11][4580/5010] lr: 7.500e-03, eta: 2 days, 8:17:18, time: 1.042, data_time: 0.008, memory: 10398, top1_acc: 0.5802, top5_acc: 0.7833, loss_cls: 1.8393, loss: 1.8393, grad_norm: 5.8977 2020-10-11 14:33:54,979 - mmaction - INFO - Epoch [11][4600/5010] lr: 7.500e-03, eta: 2 days, 8:17:01, time: 1.084, data_time: 0.003, memory: 10398, top1_acc: 0.5812, top5_acc: 0.8031, loss_cls: 1.7378, loss: 1.7378, grad_norm: 5.8555 2020-10-11 14:34:15,178 - mmaction - INFO - Epoch [11][4620/5010] lr: 7.500e-03, eta: 2 days, 8:16:39, time: 1.010, data_time: 0.002, memory: 10398, top1_acc: 0.5635, top5_acc: 0.8219, loss_cls: 1.7195, loss: 1.7195, grad_norm: 6.0971 2020-10-11 14:34:34,914 - mmaction - INFO - Epoch [11][4640/5010] lr: 7.500e-03, eta: 2 days, 8:16:15, time: 0.987, data_time: 0.004, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8188, loss_cls: 1.6694, loss: 1.6694, grad_norm: 5.8024 2020-10-11 14:34:56,311 - mmaction - INFO - Epoch [11][4660/5010] lr: 7.500e-03, eta: 2 days, 8:15:56, time: 1.070, data_time: 0.002, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8063, loss_cls: 1.7724, loss: 1.7724, grad_norm: 5.9390 2020-10-11 14:35:15,993 - mmaction - INFO - Epoch [11][4680/5010] lr: 7.500e-03, eta: 2 days, 8:15:32, time: 0.981, data_time: 0.005, memory: 10398, top1_acc: 0.5813, top5_acc: 0.8156, loss_cls: 1.6721, loss: 1.6721, grad_norm: 5.7950 2020-10-11 14:35:36,563 - mmaction - INFO - Epoch [11][4700/5010] lr: 7.500e-03, eta: 2 days, 8:15:11, time: 1.027, data_time: 0.007, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8281, loss_cls: 1.6695, loss: 1.6695, grad_norm: 6.0678 2020-10-11 14:36:02,667 - mmaction - INFO - Epoch [11][4720/5010] lr: 7.500e-03, eta: 2 days, 8:15:10, time: 1.309, data_time: 0.401, memory: 10398, top1_acc: 0.5646, top5_acc: 0.8156, loss_cls: 1.7649, loss: 1.7649, grad_norm: 6.0804 2020-10-11 14:36:22,346 - mmaction - INFO - Epoch [11][4740/5010] lr: 7.500e-03, eta: 2 days, 8:14:45, time: 0.984, data_time: 0.005, memory: 10398, top1_acc: 0.5740, top5_acc: 0.8208, loss_cls: 1.7361, loss: 1.7361, grad_norm: 5.8290 2020-10-11 14:36:43,052 - mmaction - INFO - Epoch [11][4760/5010] lr: 7.500e-03, eta: 2 days, 8:14:24, time: 1.035, data_time: 0.002, memory: 10398, top1_acc: 0.5667, top5_acc: 0.7990, loss_cls: 1.7732, loss: 1.7732, grad_norm: 5.8317 2020-10-11 14:37:03,534 - mmaction - INFO - Epoch [11][4780/5010] lr: 7.500e-03, eta: 2 days, 8:14:03, time: 1.023, data_time: 0.004, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8063, loss_cls: 1.7337, loss: 1.7337, grad_norm: 5.8753 2020-10-11 14:37:24,503 - mmaction - INFO - Epoch [11][4800/5010] lr: 7.500e-03, eta: 2 days, 8:13:43, time: 1.050, data_time: 0.007, memory: 10398, top1_acc: 0.5656, top5_acc: 0.8021, loss_cls: 1.8017, loss: 1.8017, grad_norm: 5.9258 2020-10-11 14:37:43,980 - mmaction - INFO - Epoch [11][4820/5010] lr: 7.500e-03, eta: 2 days, 8:13:18, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8073, loss_cls: 1.7613, loss: 1.7613, grad_norm: 5.7443 2020-10-11 14:38:05,089 - mmaction - INFO - Epoch [11][4840/5010] lr: 7.500e-03, eta: 2 days, 8:12:59, time: 1.053, data_time: 0.005, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8531, loss_cls: 1.5864, loss: 1.5864, grad_norm: 5.7982 2020-10-11 14:38:25,260 - mmaction - INFO - Epoch [11][4860/5010] lr: 7.500e-03, eta: 2 days, 8:12:36, time: 1.011, data_time: 0.006, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8260, loss_cls: 1.7152, loss: 1.7152, grad_norm: 5.8312 2020-10-11 14:38:46,146 - mmaction - INFO - Epoch [11][4880/5010] lr: 7.500e-03, eta: 2 days, 8:12:16, time: 1.044, data_time: 0.002, memory: 10398, top1_acc: 0.5708, top5_acc: 0.8094, loss_cls: 1.7365, loss: 1.7365, grad_norm: 5.8447 2020-10-11 14:39:07,289 - mmaction - INFO - Epoch [11][4900/5010] lr: 7.500e-03, eta: 2 days, 8:11:57, time: 1.055, data_time: 0.006, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8000, loss_cls: 1.6877, loss: 1.6877, grad_norm: 5.7444 2020-10-11 14:39:27,292 - mmaction - INFO - Epoch [11][4920/5010] lr: 7.500e-03, eta: 2 days, 8:11:34, time: 1.002, data_time: 0.007, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8146, loss_cls: 1.6968, loss: 1.6968, grad_norm: 5.8719 2020-10-11 14:39:47,493 - mmaction - INFO - Epoch [11][4940/5010] lr: 7.500e-03, eta: 2 days, 8:11:12, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.5729, top5_acc: 0.8104, loss_cls: 1.7712, loss: 1.7712, grad_norm: 6.0453 2020-10-11 14:40:07,815 - mmaction - INFO - Epoch [11][4960/5010] lr: 7.500e-03, eta: 2 days, 8:10:50, time: 1.016, data_time: 0.005, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8333, loss_cls: 1.6496, loss: 1.6496, grad_norm: 5.9493 2020-10-11 14:40:29,438 - mmaction - INFO - Epoch [11][4980/5010] lr: 7.500e-03, eta: 2 days, 8:10:32, time: 1.081, data_time: 0.002, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8198, loss_cls: 1.6835, loss: 1.6835, grad_norm: 5.8447 2020-10-11 14:40:50,148 - mmaction - INFO - Epoch [11][5000/5010] lr: 7.500e-03, eta: 2 days, 8:10:12, time: 1.036, data_time: 0.002, memory: 10398, top1_acc: 0.5750, top5_acc: 0.8125, loss_cls: 1.7364, loss: 1.7364, grad_norm: 6.0830 2020-10-11 14:41:32,231 - mmaction - INFO - Epoch [12][20/5010] lr: 7.500e-03, eta: 2 days, 8:09:45, time: 1.620, data_time: 0.737, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8167, loss_cls: 1.7300, loss: 1.7300, grad_norm: 5.9424 2020-10-11 14:41:52,015 - mmaction - INFO - Epoch [12][40/5010] lr: 7.500e-03, eta: 2 days, 8:09:21, time: 0.989, data_time: 0.003, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8219, loss_cls: 1.6892, loss: 1.6892, grad_norm: 5.9321 2020-10-11 14:42:12,148 - mmaction - INFO - Epoch [12][60/5010] lr: 7.500e-03, eta: 2 days, 8:08:59, time: 1.003, data_time: 0.005, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8135, loss_cls: 1.7047, loss: 1.7047, grad_norm: 5.8931 2020-10-11 14:42:33,920 - mmaction - INFO - Epoch [12][80/5010] lr: 7.500e-03, eta: 2 days, 8:08:42, time: 1.091, data_time: 0.007, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8031, loss_cls: 1.7617, loss: 1.7617, grad_norm: 5.6862 2020-10-11 14:42:53,860 - mmaction - INFO - Epoch [12][100/5010] lr: 7.500e-03, eta: 2 days, 8:08:18, time: 0.998, data_time: 0.003, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8281, loss_cls: 1.7061, loss: 1.7061, grad_norm: 5.8357 2020-10-11 14:43:14,562 - mmaction - INFO - Epoch [12][120/5010] lr: 7.500e-03, eta: 2 days, 8:07:58, time: 1.033, data_time: 0.004, memory: 10398, top1_acc: 0.5729, top5_acc: 0.8010, loss_cls: 1.7782, loss: 1.7782, grad_norm: 6.0333 2020-10-11 14:43:36,016 - mmaction - INFO - Epoch [12][140/5010] lr: 7.500e-03, eta: 2 days, 8:07:40, time: 1.074, data_time: 0.007, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8260, loss_cls: 1.6502, loss: 1.6502, grad_norm: 5.5881 2020-10-11 14:43:56,433 - mmaction - INFO - Epoch [12][160/5010] lr: 7.500e-03, eta: 2 days, 8:07:18, time: 1.021, data_time: 0.003, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8302, loss_cls: 1.6372, loss: 1.6372, grad_norm: 6.1731 2020-10-11 14:44:17,198 - mmaction - INFO - Epoch [12][180/5010] lr: 7.500e-03, eta: 2 days, 8:06:57, time: 1.036, data_time: 0.005, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8208, loss_cls: 1.7007, loss: 1.7007, grad_norm: 5.8308 2020-10-11 14:44:37,671 - mmaction - INFO - Epoch [12][200/5010] lr: 7.500e-03, eta: 2 days, 8:06:36, time: 1.026, data_time: 0.008, memory: 10398, top1_acc: 0.6187, top5_acc: 0.8208, loss_cls: 1.6713, loss: 1.6713, grad_norm: 6.0767 2020-10-11 14:45:06,589 - mmaction - INFO - Epoch [12][220/5010] lr: 7.500e-03, eta: 2 days, 8:06:44, time: 1.446, data_time: 0.006, memory: 10398, top1_acc: 0.6333, top5_acc: 0.8240, loss_cls: 1.5895, loss: 1.5895, grad_norm: 5.7527 2020-10-11 14:45:24,779 - mmaction - INFO - Epoch [12][240/5010] lr: 7.500e-03, eta: 2 days, 8:06:15, time: 0.909, data_time: 0.003, memory: 10398, top1_acc: 0.5760, top5_acc: 0.8198, loss_cls: 1.7340, loss: 1.7340, grad_norm: 6.2348 2020-10-11 14:45:44,783 - mmaction - INFO - Epoch [12][260/5010] lr: 7.500e-03, eta: 2 days, 8:05:52, time: 1.001, data_time: 0.003, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8219, loss_cls: 1.6851, loss: 1.6851, grad_norm: 5.8751 2020-10-11 14:46:06,018 - mmaction - INFO - Epoch [12][280/5010] lr: 7.500e-03, eta: 2 days, 8:05:33, time: 1.059, data_time: 0.005, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8365, loss_cls: 1.5967, loss: 1.5967, grad_norm: 5.9779 2020-10-11 14:46:26,500 - mmaction - INFO - Epoch [12][300/5010] lr: 7.500e-03, eta: 2 days, 8:05:11, time: 1.027, data_time: 0.008, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8333, loss_cls: 1.7432, loss: 1.7432, grad_norm: 5.9659 2020-10-11 14:46:48,072 - mmaction - INFO - Epoch [12][320/5010] lr: 7.500e-03, eta: 2 days, 8:04:54, time: 1.078, data_time: 0.002, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8083, loss_cls: 1.7528, loss: 1.7528, grad_norm: 5.9817 2020-10-11 14:47:09,875 - mmaction - INFO - Epoch [12][340/5010] lr: 7.500e-03, eta: 2 days, 8:04:37, time: 1.086, data_time: 0.006, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8010, loss_cls: 1.7723, loss: 1.7723, grad_norm: 5.9077 2020-10-11 14:47:30,472 - mmaction - INFO - Epoch [12][360/5010] lr: 7.500e-03, eta: 2 days, 8:04:16, time: 1.034, data_time: 0.008, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8177, loss_cls: 1.6945, loss: 1.6945, grad_norm: 5.9776 2020-10-11 14:47:50,194 - mmaction - INFO - Epoch [12][380/5010] lr: 7.500e-03, eta: 2 days, 8:03:52, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8271, loss_cls: 1.6191, loss: 1.6191, grad_norm: 5.8732 2020-10-11 14:48:10,873 - mmaction - INFO - Epoch [12][400/5010] lr: 7.500e-03, eta: 2 days, 8:03:31, time: 1.034, data_time: 0.006, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8375, loss_cls: 1.6423, loss: 1.6423, grad_norm: 5.9795 2020-10-11 14:48:31,644 - mmaction - INFO - Epoch [12][420/5010] lr: 7.500e-03, eta: 2 days, 8:03:10, time: 1.035, data_time: 0.006, memory: 10398, top1_acc: 0.5813, top5_acc: 0.8021, loss_cls: 1.7780, loss: 1.7780, grad_norm: 6.2340 2020-10-11 14:48:51,916 - mmaction - INFO - Epoch [12][440/5010] lr: 7.500e-03, eta: 2 days, 8:02:48, time: 1.016, data_time: 0.007, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8354, loss_cls: 1.6250, loss: 1.6250, grad_norm: 5.6604 2020-10-11 14:49:12,588 - mmaction - INFO - Epoch [12][460/5010] lr: 7.500e-03, eta: 2 days, 8:02:27, time: 1.033, data_time: 0.006, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8094, loss_cls: 1.7020, loss: 1.7020, grad_norm: 5.7854 2020-10-11 14:49:33,450 - mmaction - INFO - Epoch [12][480/5010] lr: 7.500e-03, eta: 2 days, 8:02:07, time: 1.045, data_time: 0.007, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8260, loss_cls: 1.7008, loss: 1.7008, grad_norm: 6.0650 2020-10-11 14:49:53,671 - mmaction - INFO - Epoch [12][500/5010] lr: 7.500e-03, eta: 2 days, 8:01:45, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.5688, top5_acc: 0.8146, loss_cls: 1.7720, loss: 1.7720, grad_norm: 5.9110 2020-10-11 14:50:13,981 - mmaction - INFO - Epoch [12][520/5010] lr: 7.500e-03, eta: 2 days, 8:01:23, time: 1.013, data_time: 0.006, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8167, loss_cls: 1.7190, loss: 1.7190, grad_norm: 5.8151 2020-10-11 14:50:34,117 - mmaction - INFO - Epoch [12][540/5010] lr: 7.500e-03, eta: 2 days, 8:01:00, time: 1.010, data_time: 0.007, memory: 10398, top1_acc: 0.5813, top5_acc: 0.8115, loss_cls: 1.7310, loss: 1.7310, grad_norm: 5.9723 2020-10-11 14:50:54,783 - mmaction - INFO - Epoch [12][560/5010] lr: 7.500e-03, eta: 2 days, 8:00:40, time: 1.033, data_time: 0.002, memory: 10398, top1_acc: 0.5698, top5_acc: 0.8156, loss_cls: 1.7068, loss: 1.7068, grad_norm: 5.8459 2020-10-11 14:51:15,033 - mmaction - INFO - Epoch [12][580/5010] lr: 7.500e-03, eta: 2 days, 8:00:17, time: 1.010, data_time: 0.004, memory: 10398, top1_acc: 0.5813, top5_acc: 0.8188, loss_cls: 1.6949, loss: 1.6949, grad_norm: 6.0919 2020-10-11 14:51:36,042 - mmaction - INFO - Epoch [12][600/5010] lr: 7.500e-03, eta: 2 days, 7:59:58, time: 1.052, data_time: 0.008, memory: 10398, top1_acc: 0.5625, top5_acc: 0.8073, loss_cls: 1.7529, loss: 1.7529, grad_norm: 5.7401 2020-10-11 14:51:56,201 - mmaction - INFO - Epoch [12][620/5010] lr: 7.500e-03, eta: 2 days, 7:59:35, time: 1.009, data_time: 0.003, memory: 10398, top1_acc: 0.6062, top5_acc: 0.8240, loss_cls: 1.6191, loss: 1.6191, grad_norm: 5.8569 2020-10-11 14:52:17,367 - mmaction - INFO - Epoch [12][640/5010] lr: 7.500e-03, eta: 2 days, 7:59:16, time: 1.056, data_time: 0.006, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8115, loss_cls: 1.7172, loss: 1.7172, grad_norm: 5.8555 2020-10-11 14:52:37,532 - mmaction - INFO - Epoch [12][660/5010] lr: 7.500e-03, eta: 2 days, 7:58:53, time: 1.010, data_time: 0.006, memory: 10398, top1_acc: 0.5688, top5_acc: 0.8177, loss_cls: 1.7057, loss: 1.7057, grad_norm: 6.0529 2020-10-11 14:52:58,302 - mmaction - INFO - Epoch [12][680/5010] lr: 7.500e-03, eta: 2 days, 7:58:33, time: 1.038, data_time: 0.002, memory: 10398, top1_acc: 0.5677, top5_acc: 0.7906, loss_cls: 1.8590, loss: 1.8590, grad_norm: 5.9749 2020-10-11 14:53:19,675 - mmaction - INFO - Epoch [12][700/5010] lr: 7.500e-03, eta: 2 days, 7:58:14, time: 1.066, data_time: 0.004, memory: 10398, top1_acc: 0.5740, top5_acc: 0.8156, loss_cls: 1.7632, loss: 1.7632, grad_norm: 5.9591 2020-10-11 14:53:39,276 - mmaction - INFO - Epoch [12][720/5010] lr: 7.500e-03, eta: 2 days, 7:57:50, time: 0.983, data_time: 0.006, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8219, loss_cls: 1.6484, loss: 1.6484, grad_norm: 5.7433 2020-10-11 14:54:00,379 - mmaction - INFO - Epoch [12][740/5010] lr: 7.500e-03, eta: 2 days, 7:57:31, time: 1.053, data_time: 0.005, memory: 10398, top1_acc: 0.5625, top5_acc: 0.8156, loss_cls: 1.7159, loss: 1.7159, grad_norm: 5.6977 2020-10-11 14:54:21,261 - mmaction - INFO - Epoch [12][760/5010] lr: 7.500e-03, eta: 2 days, 7:57:11, time: 1.046, data_time: 0.007, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8292, loss_cls: 1.6171, loss: 1.6171, grad_norm: 5.5188 2020-10-11 14:54:41,648 - mmaction - INFO - Epoch [12][780/5010] lr: 7.500e-03, eta: 2 days, 7:56:49, time: 1.019, data_time: 0.003, memory: 10398, top1_acc: 0.5937, top5_acc: 0.8052, loss_cls: 1.7383, loss: 1.7383, grad_norm: 5.9334 2020-10-11 14:55:02,907 - mmaction - INFO - Epoch [12][800/5010] lr: 7.500e-03, eta: 2 days, 7:56:30, time: 1.063, data_time: 0.006, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8094, loss_cls: 1.6333, loss: 1.6333, grad_norm: 5.7203 2020-10-11 14:55:23,206 - mmaction - INFO - Epoch [12][820/5010] lr: 7.500e-03, eta: 2 days, 7:56:08, time: 1.016, data_time: 0.003, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8229, loss_cls: 1.6067, loss: 1.6067, grad_norm: 6.0223 2020-10-11 14:55:43,555 - mmaction - INFO - Epoch [12][840/5010] lr: 7.500e-03, eta: 2 days, 7:55:46, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8229, loss_cls: 1.6733, loss: 1.6733, grad_norm: 5.8802 2020-10-11 14:56:03,995 - mmaction - INFO - Epoch [12][860/5010] lr: 7.500e-03, eta: 2 days, 7:55:24, time: 1.019, data_time: 0.005, memory: 10398, top1_acc: 0.5812, top5_acc: 0.7990, loss_cls: 1.7441, loss: 1.7441, grad_norm: 6.0591 2020-10-11 14:56:24,399 - mmaction - INFO - Epoch [12][880/5010] lr: 7.500e-03, eta: 2 days, 7:55:03, time: 1.024, data_time: 0.007, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8083, loss_cls: 1.7127, loss: 1.7127, grad_norm: 5.9352 2020-10-11 14:56:44,806 - mmaction - INFO - Epoch [12][900/5010] lr: 7.500e-03, eta: 2 days, 7:54:41, time: 1.020, data_time: 0.002, memory: 10398, top1_acc: 0.5958, top5_acc: 0.7990, loss_cls: 1.7226, loss: 1.7226, grad_norm: 5.7976 2020-10-11 14:57:05,666 - mmaction - INFO - Epoch [12][920/5010] lr: 7.500e-03, eta: 2 days, 7:54:21, time: 1.041, data_time: 0.005, memory: 10398, top1_acc: 0.5812, top5_acc: 0.8021, loss_cls: 1.7559, loss: 1.7559, grad_norm: 6.1995 2020-10-11 14:57:26,442 - mmaction - INFO - Epoch [12][940/5010] lr: 7.500e-03, eta: 2 days, 7:54:01, time: 1.041, data_time: 0.008, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8260, loss_cls: 1.6729, loss: 1.6729, grad_norm: 6.0432 2020-10-11 14:57:46,141 - mmaction - INFO - Epoch [12][960/5010] lr: 7.500e-03, eta: 2 days, 7:53:36, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8167, loss_cls: 1.6656, loss: 1.6656, grad_norm: 5.9266 2020-10-11 14:58:06,934 - mmaction - INFO - Epoch [12][980/5010] lr: 7.500e-03, eta: 2 days, 7:53:16, time: 1.037, data_time: 0.004, memory: 10398, top1_acc: 0.5667, top5_acc: 0.7958, loss_cls: 1.7612, loss: 1.7612, grad_norm: 5.8725 2020-10-11 14:58:27,684 - mmaction - INFO - Epoch [12][1000/5010] lr: 7.500e-03, eta: 2 days, 7:52:56, time: 1.040, data_time: 0.007, memory: 10398, top1_acc: 0.5750, top5_acc: 0.8146, loss_cls: 1.7396, loss: 1.7396, grad_norm: 5.9036 2020-10-11 14:58:49,124 - mmaction - INFO - Epoch [12][1020/5010] lr: 7.500e-03, eta: 2 days, 7:52:37, time: 1.072, data_time: 0.002, memory: 10398, top1_acc: 0.5510, top5_acc: 0.8010, loss_cls: 1.7965, loss: 1.7965, grad_norm: 6.1763 2020-10-11 14:59:08,948 - mmaction - INFO - Epoch [12][1040/5010] lr: 7.500e-03, eta: 2 days, 7:52:13, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8271, loss_cls: 1.6984, loss: 1.6984, grad_norm: 5.8970 2020-10-11 14:59:29,705 - mmaction - INFO - Epoch [12][1060/5010] lr: 7.500e-03, eta: 2 days, 7:51:53, time: 1.040, data_time: 0.008, memory: 10398, top1_acc: 0.5667, top5_acc: 0.7969, loss_cls: 1.7876, loss: 1.7876, grad_norm: 5.9113 2020-10-11 14:59:50,498 - mmaction - INFO - Epoch [12][1080/5010] lr: 7.500e-03, eta: 2 days, 7:51:33, time: 1.040, data_time: 0.002, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8219, loss_cls: 1.6524, loss: 1.6524, grad_norm: 5.8033 2020-10-11 15:00:15,994 - mmaction - INFO - Epoch [12][1100/5010] lr: 7.500e-03, eta: 2 days, 7:51:28, time: 1.262, data_time: 0.006, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8198, loss_cls: 1.7523, loss: 1.7523, grad_norm: 6.1244 2020-10-11 15:00:34,822 - mmaction - INFO - Epoch [12][1120/5010] lr: 7.500e-03, eta: 2 days, 7:51:02, time: 0.954, data_time: 0.017, memory: 10398, top1_acc: 0.6062, top5_acc: 0.8469, loss_cls: 1.6422, loss: 1.6422, grad_norm: 5.7378 2020-10-11 15:00:54,793 - mmaction - INFO - Epoch [12][1140/5010] lr: 7.500e-03, eta: 2 days, 7:50:38, time: 0.998, data_time: 0.002, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8292, loss_cls: 1.5958, loss: 1.5958, grad_norm: 5.9997 2020-10-11 15:01:15,684 - mmaction - INFO - Epoch [12][1160/5010] lr: 7.500e-03, eta: 2 days, 7:50:18, time: 1.040, data_time: 0.005, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8240, loss_cls: 1.6627, loss: 1.6627, grad_norm: 5.8228 2020-10-11 15:01:35,693 - mmaction - INFO - Epoch [12][1180/5010] lr: 7.500e-03, eta: 2 days, 7:49:55, time: 1.005, data_time: 0.008, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8177, loss_cls: 1.6667, loss: 1.6667, grad_norm: 5.9717 2020-10-11 15:01:56,215 - mmaction - INFO - Epoch [12][1200/5010] lr: 7.500e-03, eta: 2 days, 7:49:34, time: 1.026, data_time: 0.002, memory: 10398, top1_acc: 0.5656, top5_acc: 0.7854, loss_cls: 1.8507, loss: 1.8507, grad_norm: 6.0486 2020-10-11 15:02:16,674 - mmaction - INFO - Epoch [12][1220/5010] lr: 7.500e-03, eta: 2 days, 7:49:12, time: 1.023, data_time: 0.002, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8240, loss_cls: 1.6105, loss: 1.6105, grad_norm: 5.6365 2020-10-11 15:02:38,757 - mmaction - INFO - Epoch [12][1240/5010] lr: 7.500e-03, eta: 2 days, 7:48:56, time: 1.100, data_time: 0.004, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8031, loss_cls: 1.7189, loss: 1.7189, grad_norm: 5.9617 2020-10-11 15:02:58,887 - mmaction - INFO - Epoch [12][1260/5010] lr: 7.500e-03, eta: 2 days, 7:48:34, time: 1.010, data_time: 0.008, memory: 10398, top1_acc: 0.5490, top5_acc: 0.7969, loss_cls: 1.8904, loss: 1.8904, grad_norm: 6.1602 2020-10-11 15:03:19,470 - mmaction - INFO - Epoch [12][1280/5010] lr: 7.500e-03, eta: 2 days, 7:48:13, time: 1.029, data_time: 0.005, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8156, loss_cls: 1.7522, loss: 1.7522, grad_norm: 6.0446 2020-10-11 15:03:39,681 - mmaction - INFO - Epoch [12][1300/5010] lr: 7.500e-03, eta: 2 days, 7:47:50, time: 1.007, data_time: 0.006, memory: 10398, top1_acc: 0.5615, top5_acc: 0.7781, loss_cls: 1.8434, loss: 1.8434, grad_norm: 6.0198 2020-10-11 15:04:00,675 - mmaction - INFO - Epoch [12][1320/5010] lr: 7.500e-03, eta: 2 days, 7:47:31, time: 1.054, data_time: 0.008, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8104, loss_cls: 1.7662, loss: 1.7662, grad_norm: 5.9519 2020-10-11 15:04:22,225 - mmaction - INFO - Epoch [12][1340/5010] lr: 7.500e-03, eta: 2 days, 7:47:13, time: 1.077, data_time: 0.005, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8115, loss_cls: 1.7450, loss: 1.7450, grad_norm: 5.8321 2020-10-11 15:04:42,476 - mmaction - INFO - Epoch [12][1360/5010] lr: 7.500e-03, eta: 2 days, 7:46:51, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8396, loss_cls: 1.6130, loss: 1.6130, grad_norm: 5.7939 2020-10-11 15:05:02,460 - mmaction - INFO - Epoch [12][1380/5010] lr: 7.500e-03, eta: 2 days, 7:46:27, time: 0.999, data_time: 0.005, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8094, loss_cls: 1.7318, loss: 1.7318, grad_norm: 5.7764 2020-10-11 15:05:23,111 - mmaction - INFO - Epoch [12][1400/5010] lr: 7.500e-03, eta: 2 days, 7:46:07, time: 1.032, data_time: 0.002, memory: 10398, top1_acc: 0.5594, top5_acc: 0.8156, loss_cls: 1.7589, loss: 1.7589, grad_norm: 5.8750 2020-10-11 15:05:43,685 - mmaction - INFO - Epoch [12][1420/5010] lr: 7.500e-03, eta: 2 days, 7:45:45, time: 1.029, data_time: 0.002, memory: 10398, top1_acc: 0.5812, top5_acc: 0.8083, loss_cls: 1.7361, loss: 1.7361, grad_norm: 5.8753 2020-10-11 15:06:04,518 - mmaction - INFO - Epoch [12][1440/5010] lr: 7.500e-03, eta: 2 days, 7:45:25, time: 1.038, data_time: 0.006, memory: 10398, top1_acc: 0.5813, top5_acc: 0.8156, loss_cls: 1.7416, loss: 1.7416, grad_norm: 5.9810 2020-10-11 15:06:24,948 - mmaction - INFO - Epoch [12][1460/5010] lr: 7.500e-03, eta: 2 days, 7:45:04, time: 1.025, data_time: 0.008, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8292, loss_cls: 1.6175, loss: 1.6175, grad_norm: 5.7950 2020-10-11 15:06:45,934 - mmaction - INFO - Epoch [12][1480/5010] lr: 7.500e-03, eta: 2 days, 7:44:44, time: 1.049, data_time: 0.002, memory: 10398, top1_acc: 0.5688, top5_acc: 0.8198, loss_cls: 1.7191, loss: 1.7191, grad_norm: 6.1023 2020-10-11 15:07:07,544 - mmaction - INFO - Epoch [12][1500/5010] lr: 7.500e-03, eta: 2 days, 7:44:26, time: 1.078, data_time: 0.005, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8125, loss_cls: 1.7108, loss: 1.7108, grad_norm: 5.7541 2020-10-11 15:07:28,984 - mmaction - INFO - Epoch [12][1520/5010] lr: 7.500e-03, eta: 2 days, 7:44:08, time: 1.075, data_time: 0.008, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8094, loss_cls: 1.6987, loss: 1.6987, grad_norm: 6.0547 2020-10-11 15:07:49,092 - mmaction - INFO - Epoch [12][1540/5010] lr: 7.500e-03, eta: 2 days, 7:43:45, time: 1.005, data_time: 0.002, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8052, loss_cls: 1.7313, loss: 1.7313, grad_norm: 6.0273 2020-10-11 15:08:09,955 - mmaction - INFO - Epoch [12][1560/5010] lr: 7.500e-03, eta: 2 days, 7:43:25, time: 1.041, data_time: 0.005, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8156, loss_cls: 1.6599, loss: 1.6599, grad_norm: 5.7387 2020-10-11 15:08:31,512 - mmaction - INFO - Epoch [12][1580/5010] lr: 7.500e-03, eta: 2 days, 7:43:07, time: 1.075, data_time: 0.007, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8281, loss_cls: 1.6784, loss: 1.6784, grad_norm: 5.9766 2020-10-11 15:08:52,879 - mmaction - INFO - Epoch [12][1600/5010] lr: 7.500e-03, eta: 2 days, 7:42:49, time: 1.072, data_time: 0.009, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8187, loss_cls: 1.6799, loss: 1.6799, grad_norm: 5.9648 2020-10-11 15:09:14,738 - mmaction - INFO - Epoch [12][1620/5010] lr: 7.500e-03, eta: 2 days, 7:42:32, time: 1.093, data_time: 0.006, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8094, loss_cls: 1.7764, loss: 1.7764, grad_norm: 6.2682 2020-10-11 15:09:36,270 - mmaction - INFO - Epoch [12][1640/5010] lr: 7.500e-03, eta: 2 days, 7:42:14, time: 1.074, data_time: 0.005, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8167, loss_cls: 1.7408, loss: 1.7408, grad_norm: 6.1221 2020-10-11 15:09:58,365 - mmaction - INFO - Epoch [12][1660/5010] lr: 7.500e-03, eta: 2 days, 7:41:58, time: 1.107, data_time: 0.008, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8240, loss_cls: 1.6746, loss: 1.6746, grad_norm: 5.9450 2020-10-11 15:10:18,400 - mmaction - INFO - Epoch [12][1680/5010] lr: 7.500e-03, eta: 2 days, 7:41:35, time: 0.998, data_time: 0.006, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8135, loss_cls: 1.7093, loss: 1.7093, grad_norm: 6.1633 2020-10-11 15:10:39,025 - mmaction - INFO - Epoch [12][1700/5010] lr: 7.500e-03, eta: 2 days, 7:41:15, time: 1.035, data_time: 0.008, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8063, loss_cls: 1.7416, loss: 1.7416, grad_norm: 5.9825 2020-10-11 15:10:59,851 - mmaction - INFO - Epoch [12][1720/5010] lr: 7.500e-03, eta: 2 days, 7:40:54, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.5729, top5_acc: 0.8115, loss_cls: 1.7512, loss: 1.7512, grad_norm: 6.0332 2020-10-11 15:11:21,148 - mmaction - INFO - Epoch [12][1740/5010] lr: 7.500e-03, eta: 2 days, 7:40:35, time: 1.066, data_time: 0.008, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8260, loss_cls: 1.7145, loss: 1.7145, grad_norm: 5.6635 2020-10-11 15:11:42,229 - mmaction - INFO - Epoch [12][1760/5010] lr: 7.500e-03, eta: 2 days, 7:40:16, time: 1.057, data_time: 0.005, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8240, loss_cls: 1.6696, loss: 1.6696, grad_norm: 6.0920 2020-10-11 15:12:02,630 - mmaction - INFO - Epoch [12][1780/5010] lr: 7.500e-03, eta: 2 days, 7:39:54, time: 1.017, data_time: 0.004, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8229, loss_cls: 1.6878, loss: 1.6878, grad_norm: 6.0234 2020-10-11 15:12:23,373 - mmaction - INFO - Epoch [12][1800/5010] lr: 7.500e-03, eta: 2 days, 7:39:34, time: 1.040, data_time: 0.008, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8271, loss_cls: 1.6439, loss: 1.6439, grad_norm: 5.9040 2020-10-11 15:12:43,729 - mmaction - INFO - Epoch [12][1820/5010] lr: 7.500e-03, eta: 2 days, 7:39:12, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8073, loss_cls: 1.7344, loss: 1.7344, grad_norm: 5.8926 2020-10-11 15:13:05,277 - mmaction - INFO - Epoch [12][1840/5010] lr: 7.500e-03, eta: 2 days, 7:38:54, time: 1.077, data_time: 0.003, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8406, loss_cls: 1.6121, loss: 1.6121, grad_norm: 6.0807 2020-10-11 15:13:26,668 - mmaction - INFO - Epoch [12][1860/5010] lr: 7.500e-03, eta: 2 days, 7:38:36, time: 1.070, data_time: 0.003, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8073, loss_cls: 1.6710, loss: 1.6710, grad_norm: 5.9168 2020-10-11 15:13:47,272 - mmaction - INFO - Epoch [12][1880/5010] lr: 7.500e-03, eta: 2 days, 7:38:15, time: 1.030, data_time: 0.002, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8135, loss_cls: 1.7022, loss: 1.7022, grad_norm: 6.0338 2020-10-11 15:14:08,077 - mmaction - INFO - Epoch [12][1900/5010] lr: 7.500e-03, eta: 2 days, 7:37:55, time: 1.041, data_time: 0.006, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8167, loss_cls: 1.7018, loss: 1.7018, grad_norm: 5.9149 2020-10-11 15:14:28,887 - mmaction - INFO - Epoch [12][1920/5010] lr: 7.500e-03, eta: 2 days, 7:37:34, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.5760, top5_acc: 0.8156, loss_cls: 1.7265, loss: 1.7265, grad_norm: 5.9408 2020-10-11 15:14:50,039 - mmaction - INFO - Epoch [12][1940/5010] lr: 7.500e-03, eta: 2 days, 7:37:15, time: 1.060, data_time: 0.005, memory: 10398, top1_acc: 0.5604, top5_acc: 0.8000, loss_cls: 1.7842, loss: 1.7842, grad_norm: 6.1487 2020-10-11 15:15:10,644 - mmaction - INFO - Epoch [12][1960/5010] lr: 7.500e-03, eta: 2 days, 7:36:54, time: 1.029, data_time: 0.006, memory: 10398, top1_acc: 0.5531, top5_acc: 0.7969, loss_cls: 1.8328, loss: 1.8328, grad_norm: 6.0531 2020-10-11 15:15:32,434 - mmaction - INFO - Epoch [12][1980/5010] lr: 7.500e-03, eta: 2 days, 7:36:37, time: 1.089, data_time: 0.004, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8313, loss_cls: 1.6382, loss: 1.6382, grad_norm: 5.8533 2020-10-11 15:15:53,235 - mmaction - INFO - Epoch [12][2000/5010] lr: 7.500e-03, eta: 2 days, 7:36:17, time: 1.042, data_time: 0.010, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8073, loss_cls: 1.7403, loss: 1.7403, grad_norm: 6.0712 2020-10-11 15:16:13,415 - mmaction - INFO - Epoch [12][2020/5010] lr: 7.500e-03, eta: 2 days, 7:35:54, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8104, loss_cls: 1.7113, loss: 1.7113, grad_norm: 5.7839 2020-10-11 15:16:34,346 - mmaction - INFO - Epoch [12][2040/5010] lr: 7.500e-03, eta: 2 days, 7:35:34, time: 1.047, data_time: 0.007, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8219, loss_cls: 1.7169, loss: 1.7169, grad_norm: 5.9886 2020-10-11 15:16:56,140 - mmaction - INFO - Epoch [12][2060/5010] lr: 7.500e-03, eta: 2 days, 7:35:17, time: 1.090, data_time: 0.002, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8146, loss_cls: 1.6929, loss: 1.6929, grad_norm: 6.1814 2020-10-11 15:17:16,853 - mmaction - INFO - Epoch [12][2080/5010] lr: 7.500e-03, eta: 2 days, 7:34:56, time: 1.033, data_time: 0.004, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8125, loss_cls: 1.7153, loss: 1.7153, grad_norm: 5.8884 2020-10-11 15:17:37,928 - mmaction - INFO - Epoch [12][2100/5010] lr: 7.500e-03, eta: 2 days, 7:34:37, time: 1.055, data_time: 0.008, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8062, loss_cls: 1.7741, loss: 1.7741, grad_norm: 6.1133 2020-10-11 15:17:59,161 - mmaction - INFO - Epoch [12][2120/5010] lr: 7.500e-03, eta: 2 days, 7:34:18, time: 1.061, data_time: 0.006, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8208, loss_cls: 1.6635, loss: 1.6635, grad_norm: 5.9909 2020-10-11 15:18:19,500 - mmaction - INFO - Epoch [12][2140/5010] lr: 7.500e-03, eta: 2 days, 7:33:56, time: 1.019, data_time: 0.005, memory: 10398, top1_acc: 0.5802, top5_acc: 0.8146, loss_cls: 1.7560, loss: 1.7560, grad_norm: 5.8192 2020-10-11 15:18:39,789 - mmaction - INFO - Epoch [12][2160/5010] lr: 7.500e-03, eta: 2 days, 7:33:34, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8156, loss_cls: 1.7499, loss: 1.7499, grad_norm: 5.8213 2020-10-11 15:19:00,876 - mmaction - INFO - Epoch [12][2180/5010] lr: 7.500e-03, eta: 2 days, 7:33:15, time: 1.056, data_time: 0.007, memory: 10398, top1_acc: 0.5792, top5_acc: 0.7990, loss_cls: 1.7695, loss: 1.7695, grad_norm: 6.0851 2020-10-11 15:19:21,167 - mmaction - INFO - Epoch [12][2200/5010] lr: 7.500e-03, eta: 2 days, 7:32:53, time: 1.013, data_time: 0.004, memory: 10398, top1_acc: 0.5760, top5_acc: 0.7948, loss_cls: 1.8168, loss: 1.8168, grad_norm: 6.0742 2020-10-11 15:19:41,990 - mmaction - INFO - Epoch [12][2220/5010] lr: 7.500e-03, eta: 2 days, 7:32:32, time: 1.042, data_time: 0.005, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8146, loss_cls: 1.7355, loss: 1.7355, grad_norm: 6.1823 2020-10-11 15:20:02,624 - mmaction - INFO - Epoch [12][2240/5010] lr: 7.500e-03, eta: 2 days, 7:32:11, time: 1.032, data_time: 0.005, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8198, loss_cls: 1.7205, loss: 1.7205, grad_norm: 6.0219 2020-10-11 15:20:22,939 - mmaction - INFO - Epoch [12][2260/5010] lr: 7.500e-03, eta: 2 days, 7:31:49, time: 1.015, data_time: 0.002, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8094, loss_cls: 1.7075, loss: 1.7075, grad_norm: 5.7572 2020-10-11 15:20:44,422 - mmaction - INFO - Epoch [12][2280/5010] lr: 7.500e-03, eta: 2 days, 7:31:31, time: 1.075, data_time: 0.002, memory: 10398, top1_acc: 0.5667, top5_acc: 0.8146, loss_cls: 1.7446, loss: 1.7446, grad_norm: 6.2892 2020-10-11 15:21:04,971 - mmaction - INFO - Epoch [12][2300/5010] lr: 7.500e-03, eta: 2 days, 7:31:10, time: 1.026, data_time: 0.005, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8115, loss_cls: 1.6738, loss: 1.6738, grad_norm: 5.8332 2020-10-11 15:21:25,558 - mmaction - INFO - Epoch [12][2320/5010] lr: 7.500e-03, eta: 2 days, 7:30:49, time: 1.031, data_time: 0.005, memory: 10398, top1_acc: 0.5740, top5_acc: 0.8052, loss_cls: 1.7585, loss: 1.7585, grad_norm: 5.9687 2020-10-11 15:21:45,628 - mmaction - INFO - Epoch [12][2340/5010] lr: 7.500e-03, eta: 2 days, 7:30:26, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.8560, loss: 1.8560, grad_norm: 5.9054 2020-10-11 15:22:06,304 - mmaction - INFO - Epoch [12][2360/5010] lr: 7.500e-03, eta: 2 days, 7:30:05, time: 1.031, data_time: 0.004, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8167, loss_cls: 1.7156, loss: 1.7156, grad_norm: 6.0282 2020-10-11 15:22:27,692 - mmaction - INFO - Epoch [12][2380/5010] lr: 7.500e-03, eta: 2 days, 7:29:47, time: 1.072, data_time: 0.007, memory: 10398, top1_acc: 0.5490, top5_acc: 0.8031, loss_cls: 1.8268, loss: 1.8268, grad_norm: 5.9742 2020-10-11 15:22:47,730 - mmaction - INFO - Epoch [12][2400/5010] lr: 7.500e-03, eta: 2 days, 7:29:24, time: 1.002, data_time: 0.003, memory: 10398, top1_acc: 0.5583, top5_acc: 0.8010, loss_cls: 1.8149, loss: 1.8149, grad_norm: 6.0985 2020-10-11 15:23:08,940 - mmaction - INFO - Epoch [12][2420/5010] lr: 7.500e-03, eta: 2 days, 7:29:05, time: 1.061, data_time: 0.006, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8250, loss_cls: 1.6479, loss: 1.6479, grad_norm: 5.5188 2020-10-11 15:23:29,510 - mmaction - INFO - Epoch [12][2440/5010] lr: 7.500e-03, eta: 2 days, 7:28:44, time: 1.028, data_time: 0.002, memory: 10398, top1_acc: 0.5698, top5_acc: 0.8156, loss_cls: 1.7232, loss: 1.7232, grad_norm: 6.0460 2020-10-11 15:23:50,674 - mmaction - INFO - Epoch [12][2460/5010] lr: 7.500e-03, eta: 2 days, 7:28:25, time: 1.059, data_time: 0.002, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8021, loss_cls: 1.7697, loss: 1.7697, grad_norm: 5.8066 2020-10-11 15:24:11,094 - mmaction - INFO - Epoch [12][2480/5010] lr: 7.500e-03, eta: 2 days, 7:28:03, time: 1.018, data_time: 0.004, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8187, loss_cls: 1.6656, loss: 1.6656, grad_norm: 5.8678 2020-10-11 15:24:31,514 - mmaction - INFO - Epoch [12][2500/5010] lr: 7.500e-03, eta: 2 days, 7:27:41, time: 1.022, data_time: 0.009, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8375, loss_cls: 1.6645, loss: 1.6645, grad_norm: 5.9179 2020-10-11 15:24:52,210 - mmaction - INFO - Epoch [12][2520/5010] lr: 7.500e-03, eta: 2 days, 7:27:21, time: 1.037, data_time: 0.007, memory: 10398, top1_acc: 0.5667, top5_acc: 0.8115, loss_cls: 1.7468, loss: 1.7468, grad_norm: 6.0256 2020-10-11 15:25:12,939 - mmaction - INFO - Epoch [12][2540/5010] lr: 7.500e-03, eta: 2 days, 7:27:00, time: 1.036, data_time: 0.005, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8385, loss_cls: 1.6269, loss: 1.6269, grad_norm: 5.9853 2020-10-11 15:25:34,342 - mmaction - INFO - Epoch [12][2560/5010] lr: 7.500e-03, eta: 2 days, 7:26:42, time: 1.070, data_time: 0.004, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8187, loss_cls: 1.7242, loss: 1.7242, grad_norm: 5.9914 2020-10-11 15:25:54,795 - mmaction - INFO - Epoch [12][2580/5010] lr: 7.500e-03, eta: 2 days, 7:26:20, time: 1.023, data_time: 0.002, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8146, loss_cls: 1.7460, loss: 1.7460, grad_norm: 6.0289 2020-10-11 15:26:15,034 - mmaction - INFO - Epoch [12][2600/5010] lr: 7.500e-03, eta: 2 days, 7:25:58, time: 1.009, data_time: 0.004, memory: 10398, top1_acc: 0.5625, top5_acc: 0.8125, loss_cls: 1.7881, loss: 1.7881, grad_norm: 6.0389 2020-10-11 15:26:35,939 - mmaction - INFO - Epoch [12][2620/5010] lr: 7.500e-03, eta: 2 days, 7:25:38, time: 1.048, data_time: 0.008, memory: 10398, top1_acc: 0.5667, top5_acc: 0.8177, loss_cls: 1.7391, loss: 1.7391, grad_norm: 5.9559 2020-10-11 15:26:56,666 - mmaction - INFO - Epoch [12][2640/5010] lr: 7.500e-03, eta: 2 days, 7:25:17, time: 1.036, data_time: 0.002, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8323, loss_cls: 1.6719, loss: 1.6719, grad_norm: 5.7399 2020-10-11 15:27:17,937 - mmaction - INFO - Epoch [12][2660/5010] lr: 7.500e-03, eta: 2 days, 7:24:58, time: 1.061, data_time: 0.005, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8125, loss_cls: 1.7312, loss: 1.7312, grad_norm: 5.8255 2020-10-11 15:27:38,226 - mmaction - INFO - Epoch [12][2680/5010] lr: 7.500e-03, eta: 2 days, 7:24:36, time: 1.017, data_time: 0.008, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8229, loss_cls: 1.6888, loss: 1.6888, grad_norm: 5.9384 2020-10-11 15:27:59,399 - mmaction - INFO - Epoch [12][2700/5010] lr: 7.500e-03, eta: 2 days, 7:24:17, time: 1.056, data_time: 0.005, memory: 10398, top1_acc: 0.6062, top5_acc: 0.8313, loss_cls: 1.5879, loss: 1.5879, grad_norm: 5.8267 2020-10-11 15:28:19,927 - mmaction - INFO - Epoch [12][2720/5010] lr: 7.500e-03, eta: 2 days, 7:23:56, time: 1.028, data_time: 0.008, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8062, loss_cls: 1.7022, loss: 1.7022, grad_norm: 5.9819 2020-10-11 15:28:41,142 - mmaction - INFO - Epoch [12][2740/5010] lr: 7.500e-03, eta: 2 days, 7:23:37, time: 1.058, data_time: 0.005, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8156, loss_cls: 1.6760, loss: 1.6760, grad_norm: 5.8686 2020-10-11 15:29:01,925 - mmaction - INFO - Epoch [12][2760/5010] lr: 7.500e-03, eta: 2 days, 7:23:17, time: 1.042, data_time: 0.008, memory: 10398, top1_acc: 0.5750, top5_acc: 0.8000, loss_cls: 1.7571, loss: 1.7571, grad_norm: 5.8561 2020-10-11 15:29:22,684 - mmaction - INFO - Epoch [12][2780/5010] lr: 7.500e-03, eta: 2 days, 7:22:56, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8177, loss_cls: 1.7178, loss: 1.7178, grad_norm: 6.0969 2020-10-11 15:29:43,384 - mmaction - INFO - Epoch [12][2800/5010] lr: 7.500e-03, eta: 2 days, 7:22:35, time: 1.035, data_time: 0.002, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8510, loss_cls: 1.5976, loss: 1.5976, grad_norm: 5.8032 2020-10-11 15:30:04,278 - mmaction - INFO - Epoch [12][2820/5010] lr: 7.500e-03, eta: 2 days, 7:22:15, time: 1.045, data_time: 0.006, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8198, loss_cls: 1.7038, loss: 1.7038, grad_norm: 5.8079 2020-10-11 15:30:24,777 - mmaction - INFO - Epoch [12][2840/5010] lr: 7.500e-03, eta: 2 days, 7:21:54, time: 1.026, data_time: 0.003, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8156, loss_cls: 1.7638, loss: 1.7638, grad_norm: 6.0494 2020-10-11 15:30:45,774 - mmaction - INFO - Epoch [12][2860/5010] lr: 7.500e-03, eta: 2 days, 7:21:34, time: 1.050, data_time: 0.002, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8167, loss_cls: 1.7043, loss: 1.7043, grad_norm: 6.0850 2020-10-11 15:31:06,878 - mmaction - INFO - Epoch [12][2880/5010] lr: 7.500e-03, eta: 2 days, 7:21:15, time: 1.052, data_time: 0.006, memory: 10398, top1_acc: 0.5802, top5_acc: 0.8083, loss_cls: 1.7509, loss: 1.7509, grad_norm: 6.0994 2020-10-11 15:31:28,145 - mmaction - INFO - Epoch [12][2900/5010] lr: 7.500e-03, eta: 2 days, 7:20:56, time: 1.066, data_time: 0.007, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8187, loss_cls: 1.6818, loss: 1.6818, grad_norm: 6.0819 2020-10-11 15:31:48,447 - mmaction - INFO - Epoch [12][2920/5010] lr: 7.500e-03, eta: 2 days, 7:20:34, time: 1.015, data_time: 0.002, memory: 10398, top1_acc: 0.5740, top5_acc: 0.8073, loss_cls: 1.7304, loss: 1.7304, grad_norm: 5.9706 2020-10-11 15:32:08,696 - mmaction - INFO - Epoch [12][2940/5010] lr: 7.500e-03, eta: 2 days, 7:20:12, time: 1.013, data_time: 0.006, memory: 10398, top1_acc: 0.5635, top5_acc: 0.8042, loss_cls: 1.8074, loss: 1.8074, grad_norm: 5.9233 2020-10-11 15:32:29,658 - mmaction - INFO - Epoch [12][2960/5010] lr: 7.500e-03, eta: 2 days, 7:19:52, time: 1.048, data_time: 0.007, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8271, loss_cls: 1.6782, loss: 1.6782, grad_norm: 5.7679 2020-10-11 15:32:50,666 - mmaction - INFO - Epoch [12][2980/5010] lr: 7.500e-03, eta: 2 days, 7:19:32, time: 1.050, data_time: 0.002, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8146, loss_cls: 1.7281, loss: 1.7281, grad_norm: 5.8369 2020-10-11 15:33:11,554 - mmaction - INFO - Epoch [12][3000/5010] lr: 7.500e-03, eta: 2 days, 7:19:12, time: 1.044, data_time: 0.004, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8229, loss_cls: 1.6681, loss: 1.6681, grad_norm: 6.0356 2020-10-11 15:33:31,659 - mmaction - INFO - Epoch [12][3020/5010] lr: 7.500e-03, eta: 2 days, 7:18:49, time: 1.001, data_time: 0.002, memory: 10398, top1_acc: 0.5604, top5_acc: 0.8177, loss_cls: 1.7189, loss: 1.7189, grad_norm: 6.0242 2020-10-11 15:33:52,701 - mmaction - INFO - Epoch [12][3040/5010] lr: 7.500e-03, eta: 2 days, 7:18:30, time: 1.056, data_time: 0.008, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8094, loss_cls: 1.7381, loss: 1.7381, grad_norm: 5.9671 2020-10-11 15:34:13,853 - mmaction - INFO - Epoch [12][3060/5010] lr: 7.500e-03, eta: 2 days, 7:18:11, time: 1.056, data_time: 0.005, memory: 10398, top1_acc: 0.5937, top5_acc: 0.8313, loss_cls: 1.6411, loss: 1.6411, grad_norm: 5.8260 2020-10-11 15:34:33,964 - mmaction - INFO - Epoch [12][3080/5010] lr: 7.500e-03, eta: 2 days, 7:17:48, time: 1.008, data_time: 0.007, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8073, loss_cls: 1.7445, loss: 1.7445, grad_norm: 6.1312 2020-10-11 15:34:55,012 - mmaction - INFO - Epoch [12][3100/5010] lr: 7.500e-03, eta: 2 days, 7:17:28, time: 1.051, data_time: 0.002, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8177, loss_cls: 1.6690, loss: 1.6690, grad_norm: 5.7058 2020-10-11 15:35:15,400 - mmaction - INFO - Epoch [12][3120/5010] lr: 7.500e-03, eta: 2 days, 7:17:07, time: 1.018, data_time: 0.006, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8198, loss_cls: 1.6929, loss: 1.6929, grad_norm: 5.7791 2020-10-11 15:35:36,202 - mmaction - INFO - Epoch [12][3140/5010] lr: 7.500e-03, eta: 2 days, 7:16:46, time: 1.040, data_time: 0.008, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8365, loss_cls: 1.6009, loss: 1.6009, grad_norm: 6.0111 2020-10-11 15:35:57,464 - mmaction - INFO - Epoch [12][3160/5010] lr: 7.500e-03, eta: 2 days, 7:16:27, time: 1.065, data_time: 0.008, memory: 10398, top1_acc: 0.5698, top5_acc: 0.8125, loss_cls: 1.7136, loss: 1.7136, grad_norm: 5.9397 2020-10-11 15:36:19,519 - mmaction - INFO - Epoch [12][3180/5010] lr: 7.500e-03, eta: 2 days, 7:16:11, time: 1.103, data_time: 0.006, memory: 10398, top1_acc: 0.5625, top5_acc: 0.7938, loss_cls: 1.8599, loss: 1.8599, grad_norm: 5.9095 2020-10-11 15:36:39,876 - mmaction - INFO - Epoch [12][3200/5010] lr: 7.500e-03, eta: 2 days, 7:15:49, time: 1.016, data_time: 0.007, memory: 10398, top1_acc: 0.5698, top5_acc: 0.8135, loss_cls: 1.7636, loss: 1.7636, grad_norm: 5.8468 2020-10-11 15:37:00,596 - mmaction - INFO - Epoch [12][3220/5010] lr: 7.500e-03, eta: 2 days, 7:15:29, time: 1.038, data_time: 0.006, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8260, loss_cls: 1.7068, loss: 1.7068, grad_norm: 5.9586 2020-10-11 15:37:21,442 - mmaction - INFO - Epoch [12][3240/5010] lr: 7.500e-03, eta: 2 days, 7:15:08, time: 1.042, data_time: 0.004, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8240, loss_cls: 1.6199, loss: 1.6199, grad_norm: 5.7287 2020-10-11 15:37:43,354 - mmaction - INFO - Epoch [12][3260/5010] lr: 7.500e-03, eta: 2 days, 7:14:52, time: 1.096, data_time: 0.002, memory: 10398, top1_acc: 0.5500, top5_acc: 0.7990, loss_cls: 1.8416, loss: 1.8416, grad_norm: 6.1661 2020-10-11 15:38:04,045 - mmaction - INFO - Epoch [12][3280/5010] lr: 7.500e-03, eta: 2 days, 7:14:31, time: 1.033, data_time: 0.005, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8219, loss_cls: 1.6494, loss: 1.6494, grad_norm: 5.6329 2020-10-11 15:38:25,068 - mmaction - INFO - Epoch [12][3300/5010] lr: 7.500e-03, eta: 2 days, 7:14:11, time: 1.053, data_time: 0.007, memory: 10398, top1_acc: 0.5698, top5_acc: 0.8063, loss_cls: 1.7505, loss: 1.7505, grad_norm: 5.8610 2020-10-11 15:38:45,875 - mmaction - INFO - Epoch [12][3320/5010] lr: 7.500e-03, eta: 2 days, 7:13:51, time: 1.040, data_time: 0.002, memory: 10398, top1_acc: 0.5750, top5_acc: 0.8260, loss_cls: 1.6559, loss: 1.6559, grad_norm: 5.8129 2020-10-11 15:39:07,479 - mmaction - INFO - Epoch [12][3340/5010] lr: 7.500e-03, eta: 2 days, 7:13:33, time: 1.080, data_time: 0.005, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8385, loss_cls: 1.5714, loss: 1.5714, grad_norm: 5.7788 2020-10-11 15:39:27,614 - mmaction - INFO - Epoch [12][3360/5010] lr: 7.500e-03, eta: 2 days, 7:13:11, time: 1.007, data_time: 0.007, memory: 10398, top1_acc: 0.5740, top5_acc: 0.7938, loss_cls: 1.8217, loss: 1.8217, grad_norm: 5.9943 2020-10-11 15:39:48,818 - mmaction - INFO - Epoch [12][3380/5010] lr: 7.500e-03, eta: 2 days, 7:12:52, time: 1.060, data_time: 0.002, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8187, loss_cls: 1.7432, loss: 1.7432, grad_norm: 5.9351 2020-10-11 15:40:10,319 - mmaction - INFO - Epoch [12][3400/5010] lr: 7.500e-03, eta: 2 days, 7:12:34, time: 1.075, data_time: 0.005, memory: 10398, top1_acc: 0.5667, top5_acc: 0.8094, loss_cls: 1.8411, loss: 1.8411, grad_norm: 5.8396 2020-10-11 15:40:30,743 - mmaction - INFO - Epoch [12][3420/5010] lr: 7.500e-03, eta: 2 days, 7:12:12, time: 1.021, data_time: 0.002, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8313, loss_cls: 1.6646, loss: 1.6646, grad_norm: 5.9709 2020-10-11 15:40:51,713 - mmaction - INFO - Epoch [12][3440/5010] lr: 7.500e-03, eta: 2 days, 7:11:52, time: 1.049, data_time: 0.002, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8083, loss_cls: 1.7019, loss: 1.7019, grad_norm: 5.8499 2020-10-11 15:41:12,520 - mmaction - INFO - Epoch [12][3460/5010] lr: 7.500e-03, eta: 2 days, 7:11:31, time: 1.037, data_time: 0.004, memory: 10398, top1_acc: 0.5677, top5_acc: 0.8240, loss_cls: 1.7556, loss: 1.7556, grad_norm: 5.7464 2020-10-11 15:41:33,488 - mmaction - INFO - Epoch [12][3480/5010] lr: 7.500e-03, eta: 2 days, 7:11:12, time: 1.052, data_time: 0.008, memory: 10398, top1_acc: 0.5667, top5_acc: 0.8135, loss_cls: 1.7764, loss: 1.7764, grad_norm: 5.9143 2020-10-11 15:41:55,015 - mmaction - INFO - Epoch [12][3500/5010] lr: 7.500e-03, eta: 2 days, 7:10:54, time: 1.076, data_time: 0.002, memory: 10398, top1_acc: 0.5729, top5_acc: 0.8146, loss_cls: 1.6825, loss: 1.6825, grad_norm: 5.7087 2020-10-11 15:42:15,226 - mmaction - INFO - Epoch [12][3520/5010] lr: 7.500e-03, eta: 2 days, 7:10:32, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8146, loss_cls: 1.6612, loss: 1.6612, grad_norm: 5.8292 2020-10-11 15:42:35,981 - mmaction - INFO - Epoch [12][3540/5010] lr: 7.500e-03, eta: 2 days, 7:10:11, time: 1.038, data_time: 0.004, memory: 10398, top1_acc: 0.5604, top5_acc: 0.7938, loss_cls: 1.8241, loss: 1.8241, grad_norm: 5.9376 2020-10-11 15:42:57,157 - mmaction - INFO - Epoch [12][3560/5010] lr: 7.500e-03, eta: 2 days, 7:09:52, time: 1.059, data_time: 0.002, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8260, loss_cls: 1.7011, loss: 1.7011, grad_norm: 5.9485 2020-10-11 15:43:18,447 - mmaction - INFO - Epoch [12][3580/5010] lr: 7.500e-03, eta: 2 days, 7:09:33, time: 1.063, data_time: 0.005, memory: 10398, top1_acc: 0.5531, top5_acc: 0.8052, loss_cls: 1.7230, loss: 1.7230, grad_norm: 6.1572 2020-10-11 15:43:37,880 - mmaction - INFO - Epoch [12][3600/5010] lr: 7.500e-03, eta: 2 days, 7:09:08, time: 0.973, data_time: 0.005, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8240, loss_cls: 1.7411, loss: 1.7411, grad_norm: 6.2013 2020-10-11 15:43:59,418 - mmaction - INFO - Epoch [12][3620/5010] lr: 7.500e-03, eta: 2 days, 7:08:50, time: 1.073, data_time: 0.005, memory: 10398, top1_acc: 0.5688, top5_acc: 0.8031, loss_cls: 1.7659, loss: 1.7659, grad_norm: 5.9961 2020-10-11 15:44:19,774 - mmaction - INFO - Epoch [12][3640/5010] lr: 7.500e-03, eta: 2 days, 7:08:28, time: 1.022, data_time: 0.008, memory: 10398, top1_acc: 0.5688, top5_acc: 0.8281, loss_cls: 1.6785, loss: 1.6785, grad_norm: 6.1724 2020-10-11 15:44:40,267 - mmaction - INFO - Epoch [12][3660/5010] lr: 7.500e-03, eta: 2 days, 7:08:07, time: 1.022, data_time: 0.006, memory: 10398, top1_acc: 0.5615, top5_acc: 0.8177, loss_cls: 1.7132, loss: 1.7132, grad_norm: 6.0654 2020-10-11 15:45:00,343 - mmaction - INFO - Epoch [12][3680/5010] lr: 7.500e-03, eta: 2 days, 7:07:44, time: 1.007, data_time: 0.007, memory: 10398, top1_acc: 0.5635, top5_acc: 0.8115, loss_cls: 1.8015, loss: 1.8015, grad_norm: 6.1571 2020-10-11 15:45:21,928 - mmaction - INFO - Epoch [12][3700/5010] lr: 7.500e-03, eta: 2 days, 7:07:26, time: 1.079, data_time: 0.006, memory: 10398, top1_acc: 0.5698, top5_acc: 0.8052, loss_cls: 1.7260, loss: 1.7260, grad_norm: 5.8920 2020-10-11 15:45:42,394 - mmaction - INFO - Epoch [12][3720/5010] lr: 7.500e-03, eta: 2 days, 7:07:05, time: 1.023, data_time: 0.002, memory: 10398, top1_acc: 0.5802, top5_acc: 0.8073, loss_cls: 1.7151, loss: 1.7151, grad_norm: 5.7648 2020-10-11 15:46:04,528 - mmaction - INFO - Epoch [12][3740/5010] lr: 7.500e-03, eta: 2 days, 7:06:49, time: 1.103, data_time: 0.005, memory: 10398, top1_acc: 0.5698, top5_acc: 0.7927, loss_cls: 1.8117, loss: 1.8117, grad_norm: 5.8723 2020-10-11 15:46:24,993 - mmaction - INFO - Epoch [12][3760/5010] lr: 7.500e-03, eta: 2 days, 7:06:27, time: 1.027, data_time: 0.007, memory: 10398, top1_acc: 0.5677, top5_acc: 0.8042, loss_cls: 1.7692, loss: 1.7692, grad_norm: 6.1198 2020-10-11 15:46:45,039 - mmaction - INFO - Epoch [12][3780/5010] lr: 7.500e-03, eta: 2 days, 7:06:04, time: 1.002, data_time: 0.002, memory: 10398, top1_acc: 0.5677, top5_acc: 0.7906, loss_cls: 1.8382, loss: 1.8382, grad_norm: 5.9798 2020-10-11 15:47:06,035 - mmaction - INFO - Epoch [12][3800/5010] lr: 7.500e-03, eta: 2 days, 7:05:45, time: 1.050, data_time: 0.007, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8083, loss_cls: 1.7869, loss: 1.7869, grad_norm: 5.9003 2020-10-11 15:47:26,510 - mmaction - INFO - Epoch [12][3820/5010] lr: 7.500e-03, eta: 2 days, 7:05:23, time: 1.024, data_time: 0.007, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8406, loss_cls: 1.6431, loss: 1.6431, grad_norm: 5.9318 2020-10-11 15:47:47,153 - mmaction - INFO - Epoch [12][3840/5010] lr: 7.500e-03, eta: 2 days, 7:05:02, time: 1.032, data_time: 0.002, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8250, loss_cls: 1.7027, loss: 1.7027, grad_norm: 6.1192 2020-10-11 15:48:07,746 - mmaction - INFO - Epoch [12][3860/5010] lr: 7.500e-03, eta: 2 days, 7:04:41, time: 1.027, data_time: 0.005, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8219, loss_cls: 1.7214, loss: 1.7214, grad_norm: 6.0003 2020-10-11 15:48:28,920 - mmaction - INFO - Epoch [12][3880/5010] lr: 7.500e-03, eta: 2 days, 7:04:22, time: 1.061, data_time: 0.008, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8031, loss_cls: 1.7815, loss: 1.7815, grad_norm: 5.9254 2020-10-11 15:48:48,509 - mmaction - INFO - Epoch [12][3900/5010] lr: 7.500e-03, eta: 2 days, 7:03:58, time: 0.980, data_time: 0.004, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8198, loss_cls: 1.6715, loss: 1.6715, grad_norm: 6.0810 2020-10-11 15:49:09,226 - mmaction - INFO - Epoch [12][3920/5010] lr: 7.500e-03, eta: 2 days, 7:03:37, time: 1.031, data_time: 0.006, memory: 10398, top1_acc: 0.5708, top5_acc: 0.8198, loss_cls: 1.7607, loss: 1.7607, grad_norm: 6.2060 2020-10-11 15:49:29,685 - mmaction - INFO - Epoch [12][3940/5010] lr: 7.500e-03, eta: 2 days, 7:03:16, time: 1.027, data_time: 0.008, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8021, loss_cls: 1.7098, loss: 1.7098, grad_norm: 5.8223 2020-10-11 15:49:50,522 - mmaction - INFO - Epoch [12][3960/5010] lr: 7.500e-03, eta: 2 days, 7:02:55, time: 1.042, data_time: 0.002, memory: 10398, top1_acc: 0.5583, top5_acc: 0.8042, loss_cls: 1.7718, loss: 1.7718, grad_norm: 6.0751 2020-10-11 15:50:11,407 - mmaction - INFO - Epoch [12][3980/5010] lr: 7.500e-03, eta: 2 days, 7:02:35, time: 1.041, data_time: 0.005, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8312, loss_cls: 1.7072, loss: 1.7072, grad_norm: 6.0123 2020-10-11 15:50:31,808 - mmaction - INFO - Epoch [12][4000/5010] lr: 7.500e-03, eta: 2 days, 7:02:14, time: 1.023, data_time: 0.007, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8198, loss_cls: 1.6866, loss: 1.6866, grad_norm: 5.8641 2020-10-11 15:50:52,342 - mmaction - INFO - Epoch [12][4020/5010] lr: 7.500e-03, eta: 2 days, 7:01:52, time: 1.027, data_time: 0.002, memory: 10398, top1_acc: 0.5583, top5_acc: 0.7885, loss_cls: 1.7934, loss: 1.7934, grad_norm: 6.0760 2020-10-11 15:51:12,321 - mmaction - INFO - Epoch [12][4040/5010] lr: 7.500e-03, eta: 2 days, 7:01:29, time: 0.997, data_time: 0.004, memory: 10398, top1_acc: 0.5740, top5_acc: 0.8135, loss_cls: 1.7469, loss: 1.7469, grad_norm: 6.0063 2020-10-11 15:51:33,944 - mmaction - INFO - Epoch [12][4060/5010] lr: 7.500e-03, eta: 2 days, 7:01:11, time: 1.084, data_time: 0.007, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8260, loss_cls: 1.7165, loss: 1.7165, grad_norm: 6.0631 2020-10-11 15:51:53,886 - mmaction - INFO - Epoch [12][4080/5010] lr: 7.500e-03, eta: 2 days, 7:00:48, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8073, loss_cls: 1.7561, loss: 1.7561, grad_norm: 6.1329 2020-10-11 15:52:15,635 - mmaction - INFO - Epoch [12][4100/5010] lr: 7.500e-03, eta: 2 days, 7:00:31, time: 1.088, data_time: 0.002, memory: 10398, top1_acc: 0.5812, top5_acc: 0.8073, loss_cls: 1.8166, loss: 1.8166, grad_norm: 6.2869 2020-10-11 15:52:35,339 - mmaction - INFO - Epoch [12][4120/5010] lr: 7.500e-03, eta: 2 days, 7:00:07, time: 0.985, data_time: 0.005, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8167, loss_cls: 1.7389, loss: 1.7389, grad_norm: 6.1250 2020-10-11 15:52:55,849 - mmaction - INFO - Epoch [12][4140/5010] lr: 7.500e-03, eta: 2 days, 6:59:46, time: 1.026, data_time: 0.003, memory: 10398, top1_acc: 0.5760, top5_acc: 0.8104, loss_cls: 1.6888, loss: 1.6888, grad_norm: 5.9428 2020-10-11 15:53:16,793 - mmaction - INFO - Epoch [12][4160/5010] lr: 7.500e-03, eta: 2 days, 6:59:25, time: 1.042, data_time: 0.004, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8000, loss_cls: 1.7408, loss: 1.7408, grad_norm: 5.7473 2020-10-11 15:53:37,774 - mmaction - INFO - Epoch [12][4180/5010] lr: 7.500e-03, eta: 2 days, 6:59:06, time: 1.054, data_time: 0.008, memory: 10398, top1_acc: 0.5573, top5_acc: 0.8042, loss_cls: 1.7966, loss: 1.7966, grad_norm: 6.0728 2020-10-11 15:53:58,556 - mmaction - INFO - Epoch [12][4200/5010] lr: 7.500e-03, eta: 2 days, 6:58:45, time: 1.036, data_time: 0.005, memory: 10398, top1_acc: 0.5646, top5_acc: 0.8135, loss_cls: 1.7579, loss: 1.7579, grad_norm: 5.8791 2020-10-11 15:54:19,833 - mmaction - INFO - Epoch [12][4220/5010] lr: 7.500e-03, eta: 2 days, 6:58:27, time: 1.067, data_time: 0.007, memory: 10398, top1_acc: 0.5687, top5_acc: 0.8062, loss_cls: 1.7439, loss: 1.7439, grad_norm: 6.0559 2020-10-11 15:54:39,576 - mmaction - INFO - Epoch [12][4240/5010] lr: 7.500e-03, eta: 2 days, 6:58:03, time: 0.984, data_time: 0.004, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8094, loss_cls: 1.7009, loss: 1.7009, grad_norm: 5.9030 2020-10-11 15:54:59,493 - mmaction - INFO - Epoch [12][4260/5010] lr: 7.500e-03, eta: 2 days, 6:57:40, time: 0.998, data_time: 0.008, memory: 10398, top1_acc: 0.5760, top5_acc: 0.8302, loss_cls: 1.7078, loss: 1.7078, grad_norm: 6.1634 2020-10-11 15:55:20,299 - mmaction - INFO - Epoch [12][4280/5010] lr: 7.500e-03, eta: 2 days, 6:57:19, time: 1.037, data_time: 0.006, memory: 10398, top1_acc: 0.5708, top5_acc: 0.8052, loss_cls: 1.7217, loss: 1.7217, grad_norm: 5.6269 2020-10-11 15:55:40,303 - mmaction - INFO - Epoch [12][4300/5010] lr: 7.500e-03, eta: 2 days, 6:56:56, time: 1.005, data_time: 0.007, memory: 10398, top1_acc: 0.6063, top5_acc: 0.8292, loss_cls: 1.6669, loss: 1.6669, grad_norm: 5.6644 2020-10-11 15:56:00,926 - mmaction - INFO - Epoch [12][4320/5010] lr: 7.500e-03, eta: 2 days, 6:56:35, time: 1.029, data_time: 0.005, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8146, loss_cls: 1.7286, loss: 1.7286, grad_norm: 6.0129 2020-10-11 15:56:21,653 - mmaction - INFO - Epoch [12][4340/5010] lr: 7.500e-03, eta: 2 days, 6:56:15, time: 1.038, data_time: 0.007, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8177, loss_cls: 1.7298, loss: 1.7298, grad_norm: 5.8289 2020-10-11 15:56:43,284 - mmaction - INFO - Epoch [12][4360/5010] lr: 7.500e-03, eta: 2 days, 6:55:57, time: 1.082, data_time: 0.002, memory: 10398, top1_acc: 0.5635, top5_acc: 0.8156, loss_cls: 1.7375, loss: 1.7375, grad_norm: 5.9758 2020-10-11 15:57:04,785 - mmaction - INFO - Epoch [12][4380/5010] lr: 7.500e-03, eta: 2 days, 6:55:39, time: 1.075, data_time: 0.005, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8052, loss_cls: 1.7596, loss: 1.7596, grad_norm: 5.9675 2020-10-11 15:57:24,306 - mmaction - INFO - Epoch [12][4400/5010] lr: 7.500e-03, eta: 2 days, 6:55:14, time: 0.976, data_time: 0.007, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8542, loss_cls: 1.5307, loss: 1.5307, grad_norm: 5.8249 2020-10-11 15:57:45,201 - mmaction - INFO - Epoch [12][4420/5010] lr: 7.500e-03, eta: 2 days, 6:54:54, time: 1.045, data_time: 0.002, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8135, loss_cls: 1.7615, loss: 1.7615, grad_norm: 6.1127 2020-10-11 15:58:06,380 - mmaction - INFO - Epoch [12][4440/5010] lr: 7.500e-03, eta: 2 days, 6:54:35, time: 1.059, data_time: 0.006, memory: 10398, top1_acc: 0.5604, top5_acc: 0.7958, loss_cls: 1.8122, loss: 1.8122, grad_norm: 5.8976 2020-10-11 15:58:28,652 - mmaction - INFO - Epoch [12][4460/5010] lr: 7.500e-03, eta: 2 days, 6:54:19, time: 1.114, data_time: 0.006, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8313, loss_cls: 1.7113, loss: 1.7113, grad_norm: 6.0397 2020-10-11 15:58:48,526 - mmaction - INFO - Epoch [12][4480/5010] lr: 7.500e-03, eta: 2 days, 6:53:56, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.6187, top5_acc: 0.8167, loss_cls: 1.6552, loss: 1.6552, grad_norm: 5.6845 2020-10-11 15:59:08,923 - mmaction - INFO - Epoch [12][4500/5010] lr: 7.500e-03, eta: 2 days, 6:53:34, time: 1.016, data_time: 0.004, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8208, loss_cls: 1.6242, loss: 1.6242, grad_norm: 5.6620 2020-10-11 15:59:29,571 - mmaction - INFO - Epoch [12][4520/5010] lr: 7.500e-03, eta: 2 days, 6:53:13, time: 1.035, data_time: 0.008, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8083, loss_cls: 1.6681, loss: 1.6681, grad_norm: 5.8355 2020-10-11 15:59:49,832 - mmaction - INFO - Epoch [12][4540/5010] lr: 7.500e-03, eta: 2 days, 6:52:51, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8031, loss_cls: 1.7258, loss: 1.7258, grad_norm: 5.8124 2020-10-11 16:00:11,947 - mmaction - INFO - Epoch [12][4560/5010] lr: 7.500e-03, eta: 2 days, 6:52:34, time: 1.095, data_time: 0.005, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8104, loss_cls: 1.6863, loss: 1.6863, grad_norm: 5.8226 2020-10-11 16:00:34,181 - mmaction - INFO - Epoch [12][4580/5010] lr: 7.500e-03, eta: 2 days, 6:52:19, time: 1.117, data_time: 0.015, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8167, loss_cls: 1.6920, loss: 1.6920, grad_norm: 6.0145 2020-10-11 16:00:54,331 - mmaction - INFO - Epoch [12][4600/5010] lr: 7.500e-03, eta: 2 days, 6:51:57, time: 1.012, data_time: 0.008, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8250, loss_cls: 1.6872, loss: 1.6872, grad_norm: 5.9386 2020-10-11 16:01:15,047 - mmaction - INFO - Epoch [12][4620/5010] lr: 7.500e-03, eta: 2 days, 6:51:36, time: 1.032, data_time: 0.004, memory: 10398, top1_acc: 0.5729, top5_acc: 0.7990, loss_cls: 1.7663, loss: 1.7663, grad_norm: 5.8763 2020-10-11 16:01:37,550 - mmaction - INFO - Epoch [12][4640/5010] lr: 7.500e-03, eta: 2 days, 6:51:21, time: 1.127, data_time: 0.009, memory: 10398, top1_acc: 0.5646, top5_acc: 0.8187, loss_cls: 1.7377, loss: 1.7377, grad_norm: 6.1215 2020-10-11 16:01:56,850 - mmaction - INFO - Epoch [12][4660/5010] lr: 7.500e-03, eta: 2 days, 6:50:56, time: 0.967, data_time: 0.008, memory: 10398, top1_acc: 0.5646, top5_acc: 0.8115, loss_cls: 1.7340, loss: 1.7340, grad_norm: 6.1044 2020-10-11 16:02:17,140 - mmaction - INFO - Epoch [12][4680/5010] lr: 7.500e-03, eta: 2 days, 6:50:34, time: 1.010, data_time: 0.006, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8313, loss_cls: 1.6964, loss: 1.6964, grad_norm: 6.0213 2020-10-11 16:02:37,525 - mmaction - INFO - Epoch [12][4700/5010] lr: 7.500e-03, eta: 2 days, 6:50:12, time: 1.023, data_time: 0.008, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8187, loss_cls: 1.6996, loss: 1.6996, grad_norm: 5.9460 2020-10-11 16:02:58,532 - mmaction - INFO - Epoch [12][4720/5010] lr: 7.500e-03, eta: 2 days, 6:49:52, time: 1.051, data_time: 0.002, memory: 10398, top1_acc: 0.6062, top5_acc: 0.8260, loss_cls: 1.6738, loss: 1.6738, grad_norm: 5.8827 2020-10-11 16:03:19,364 - mmaction - INFO - Epoch [12][4740/5010] lr: 7.500e-03, eta: 2 days, 6:49:32, time: 1.039, data_time: 0.006, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8187, loss_cls: 1.6728, loss: 1.6728, grad_norm: 5.8902 2020-10-11 16:03:40,266 - mmaction - INFO - Epoch [12][4760/5010] lr: 7.500e-03, eta: 2 days, 6:49:12, time: 1.048, data_time: 0.008, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8042, loss_cls: 1.7378, loss: 1.7378, grad_norm: 6.1081 2020-10-11 16:04:01,204 - mmaction - INFO - Epoch [12][4780/5010] lr: 7.500e-03, eta: 2 days, 6:48:52, time: 1.044, data_time: 0.006, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8146, loss_cls: 1.6974, loss: 1.6974, grad_norm: 5.9329 2020-10-11 16:04:22,018 - mmaction - INFO - Epoch [12][4800/5010] lr: 7.500e-03, eta: 2 days, 6:48:32, time: 1.043, data_time: 0.008, memory: 10398, top1_acc: 0.5625, top5_acc: 0.8146, loss_cls: 1.7482, loss: 1.7482, grad_norm: 5.8635 2020-10-11 16:04:43,533 - mmaction - INFO - Epoch [12][4820/5010] lr: 7.500e-03, eta: 2 days, 6:48:14, time: 1.076, data_time: 0.002, memory: 10398, top1_acc: 0.5740, top5_acc: 0.8271, loss_cls: 1.7345, loss: 1.7345, grad_norm: 5.7796 2020-10-11 16:05:03,413 - mmaction - INFO - Epoch [12][4840/5010] lr: 7.500e-03, eta: 2 days, 6:47:50, time: 0.994, data_time: 0.005, memory: 10398, top1_acc: 0.5750, top5_acc: 0.8156, loss_cls: 1.7344, loss: 1.7344, grad_norm: 6.1944 2020-10-11 16:05:24,588 - mmaction - INFO - Epoch [12][4860/5010] lr: 7.500e-03, eta: 2 days, 6:47:31, time: 1.058, data_time: 0.002, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8010, loss_cls: 1.7954, loss: 1.7954, grad_norm: 5.8011 2020-10-11 16:05:44,189 - mmaction - INFO - Epoch [12][4880/5010] lr: 7.500e-03, eta: 2 days, 6:47:07, time: 0.981, data_time: 0.003, memory: 10398, top1_acc: 0.5573, top5_acc: 0.8062, loss_cls: 1.8102, loss: 1.8102, grad_norm: 5.8684 2020-10-11 16:06:05,760 - mmaction - INFO - Epoch [12][4900/5010] lr: 7.500e-03, eta: 2 days, 6:46:49, time: 1.077, data_time: 0.005, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8479, loss_cls: 1.5743, loss: 1.5743, grad_norm: 5.8323 2020-10-11 16:06:25,387 - mmaction - INFO - Epoch [12][4920/5010] lr: 7.500e-03, eta: 2 days, 6:46:25, time: 0.982, data_time: 0.005, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8375, loss_cls: 1.6743, loss: 1.6743, grad_norm: 5.9231 2020-10-11 16:06:45,138 - mmaction - INFO - Epoch [12][4940/5010] lr: 7.500e-03, eta: 2 days, 6:46:01, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8365, loss_cls: 1.5717, loss: 1.5717, grad_norm: 5.9714 2020-10-11 16:07:05,773 - mmaction - INFO - Epoch [12][4960/5010] lr: 7.500e-03, eta: 2 days, 6:45:40, time: 1.029, data_time: 0.004, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8135, loss_cls: 1.6518, loss: 1.6518, grad_norm: 5.6476 2020-10-11 16:07:26,679 - mmaction - INFO - Epoch [12][4980/5010] lr: 7.500e-03, eta: 2 days, 6:45:20, time: 1.048, data_time: 0.008, memory: 10398, top1_acc: 0.5667, top5_acc: 0.8063, loss_cls: 1.7841, loss: 1.7841, grad_norm: 6.0361 2020-10-11 16:07:47,787 - mmaction - INFO - Epoch [12][5000/5010] lr: 7.500e-03, eta: 2 days, 6:45:01, time: 1.055, data_time: 0.002, memory: 10398, top1_acc: 0.5708, top5_acc: 0.8125, loss_cls: 1.7866, loss: 1.7866, grad_norm: 5.8818 2020-10-11 16:08:31,049 - mmaction - INFO - Epoch [13][20/5010] lr: 7.500e-03, eta: 2 days, 6:44:37, time: 1.675, data_time: 0.811, memory: 10398, top1_acc: 0.6062, top5_acc: 0.8375, loss_cls: 1.5836, loss: 1.5836, grad_norm: 5.6214 2020-10-11 16:08:48,961 - mmaction - INFO - Epoch [13][40/5010] lr: 7.500e-03, eta: 2 days, 6:44:08, time: 0.895, data_time: 0.004, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8292, loss_cls: 1.5683, loss: 1.5683, grad_norm: 5.8130 2020-10-11 16:09:08,652 - mmaction - INFO - Epoch [13][60/5010] lr: 7.500e-03, eta: 2 days, 6:43:44, time: 0.983, data_time: 0.006, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8260, loss_cls: 1.6687, loss: 1.6687, grad_norm: 5.7586 2020-10-11 16:09:29,179 - mmaction - INFO - Epoch [13][80/5010] lr: 7.500e-03, eta: 2 days, 6:43:23, time: 1.029, data_time: 0.007, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8115, loss_cls: 1.7066, loss: 1.7066, grad_norm: 5.8913 2020-10-11 16:09:49,546 - mmaction - INFO - Epoch [13][100/5010] lr: 7.500e-03, eta: 2 days, 6:43:01, time: 1.018, data_time: 0.002, memory: 10398, top1_acc: 0.5698, top5_acc: 0.8229, loss_cls: 1.7638, loss: 1.7638, grad_norm: 5.7739 2020-10-11 16:10:09,728 - mmaction - INFO - Epoch [13][120/5010] lr: 7.500e-03, eta: 2 days, 6:42:38, time: 1.009, data_time: 0.004, memory: 10398, top1_acc: 0.6208, top5_acc: 0.8458, loss_cls: 1.5146, loss: 1.5146, grad_norm: 5.7608 2020-10-11 16:10:30,098 - mmaction - INFO - Epoch [13][140/5010] lr: 7.500e-03, eta: 2 days, 6:42:17, time: 1.018, data_time: 0.002, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8375, loss_cls: 1.6026, loss: 1.6026, grad_norm: 5.8781 2020-10-11 16:10:50,277 - mmaction - INFO - Epoch [13][160/5010] lr: 7.500e-03, eta: 2 days, 6:41:54, time: 1.009, data_time: 0.002, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8312, loss_cls: 1.6449, loss: 1.6449, grad_norm: 6.0253 2020-10-11 16:11:11,733 - mmaction - INFO - Epoch [13][180/5010] lr: 7.500e-03, eta: 2 days, 6:41:36, time: 1.070, data_time: 0.005, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8073, loss_cls: 1.7119, loss: 1.7119, grad_norm: 6.0208 2020-10-11 16:11:31,338 - mmaction - INFO - Epoch [13][200/5010] lr: 7.500e-03, eta: 2 days, 6:41:12, time: 0.983, data_time: 0.008, memory: 10398, top1_acc: 0.5740, top5_acc: 0.8281, loss_cls: 1.7599, loss: 1.7599, grad_norm: 5.8947 2020-10-11 16:11:52,040 - mmaction - INFO - Epoch [13][220/5010] lr: 7.500e-03, eta: 2 days, 6:40:51, time: 1.034, data_time: 0.002, memory: 10398, top1_acc: 0.5812, top5_acc: 0.8042, loss_cls: 1.7725, loss: 1.7725, grad_norm: 6.1847 2020-10-11 16:12:12,578 - mmaction - INFO - Epoch [13][240/5010] lr: 7.500e-03, eta: 2 days, 6:40:30, time: 1.028, data_time: 0.003, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8177, loss_cls: 1.6956, loss: 1.6956, grad_norm: 5.9420 2020-10-11 16:12:32,915 - mmaction - INFO - Epoch [13][260/5010] lr: 7.500e-03, eta: 2 days, 6:40:08, time: 1.016, data_time: 0.005, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8187, loss_cls: 1.7039, loss: 1.7039, grad_norm: 5.8981 2020-10-11 16:12:54,206 - mmaction - INFO - Epoch [13][280/5010] lr: 7.500e-03, eta: 2 days, 6:39:49, time: 1.064, data_time: 0.003, memory: 10398, top1_acc: 0.6344, top5_acc: 0.8396, loss_cls: 1.5184, loss: 1.5184, grad_norm: 5.7060 2020-10-11 16:13:14,427 - mmaction - INFO - Epoch [13][300/5010] lr: 7.500e-03, eta: 2 days, 6:39:27, time: 1.009, data_time: 0.006, memory: 10398, top1_acc: 0.5813, top5_acc: 0.8188, loss_cls: 1.6976, loss: 1.6976, grad_norm: 5.9935 2020-10-11 16:13:34,612 - mmaction - INFO - Epoch [13][320/5010] lr: 7.500e-03, eta: 2 days, 6:39:05, time: 1.012, data_time: 0.008, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8438, loss_cls: 1.5853, loss: 1.5853, grad_norm: 5.9314 2020-10-11 16:13:55,864 - mmaction - INFO - Epoch [13][340/5010] lr: 7.500e-03, eta: 2 days, 6:38:46, time: 1.062, data_time: 0.002, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8417, loss_cls: 1.5859, loss: 1.5859, grad_norm: 5.9158 2020-10-11 16:14:16,396 - mmaction - INFO - Epoch [13][360/5010] lr: 7.500e-03, eta: 2 days, 6:38:24, time: 1.026, data_time: 0.005, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8292, loss_cls: 1.6392, loss: 1.6392, grad_norm: 5.9734 2020-10-11 16:14:36,552 - mmaction - INFO - Epoch [13][380/5010] lr: 7.500e-03, eta: 2 days, 6:38:02, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.5812, top5_acc: 0.8208, loss_cls: 1.7057, loss: 1.7057, grad_norm: 5.8914 2020-10-11 16:14:57,172 - mmaction - INFO - Epoch [13][400/5010] lr: 7.500e-03, eta: 2 days, 6:37:41, time: 1.031, data_time: 0.005, memory: 10398, top1_acc: 0.5583, top5_acc: 0.7969, loss_cls: 1.7793, loss: 1.7793, grad_norm: 6.1318 2020-10-11 16:15:16,882 - mmaction - INFO - Epoch [13][420/5010] lr: 7.500e-03, eta: 2 days, 6:37:17, time: 0.982, data_time: 0.007, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8354, loss_cls: 1.6758, loss: 1.6758, grad_norm: 5.9305 2020-10-11 16:15:37,610 - mmaction - INFO - Epoch [13][440/5010] lr: 7.500e-03, eta: 2 days, 6:36:57, time: 1.040, data_time: 0.008, memory: 10398, top1_acc: 0.6062, top5_acc: 0.8146, loss_cls: 1.6467, loss: 1.6467, grad_norm: 5.9829 2020-10-11 16:15:57,559 - mmaction - INFO - Epoch [13][460/5010] lr: 7.500e-03, eta: 2 days, 6:36:33, time: 0.995, data_time: 0.005, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8177, loss_cls: 1.6319, loss: 1.6319, grad_norm: 6.2079 2020-10-11 16:16:18,903 - mmaction - INFO - Epoch [13][480/5010] lr: 7.500e-03, eta: 2 days, 6:36:15, time: 1.069, data_time: 0.008, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8521, loss_cls: 1.5855, loss: 1.5855, grad_norm: 5.9694 2020-10-11 16:16:39,598 - mmaction - INFO - Epoch [13][500/5010] lr: 7.500e-03, eta: 2 days, 6:35:54, time: 1.032, data_time: 0.004, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8094, loss_cls: 1.6918, loss: 1.6918, grad_norm: 5.8821 2020-10-11 16:16:59,867 - mmaction - INFO - Epoch [13][520/5010] lr: 7.500e-03, eta: 2 days, 6:35:32, time: 1.016, data_time: 0.008, memory: 10398, top1_acc: 0.6063, top5_acc: 0.8302, loss_cls: 1.6092, loss: 1.6092, grad_norm: 5.6850 2020-10-11 16:17:21,355 - mmaction - INFO - Epoch [13][540/5010] lr: 7.500e-03, eta: 2 days, 6:35:14, time: 1.074, data_time: 0.006, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8365, loss_cls: 1.6194, loss: 1.6194, grad_norm: 5.8642 2020-10-11 16:17:41,982 - mmaction - INFO - Epoch [13][560/5010] lr: 7.500e-03, eta: 2 days, 6:34:53, time: 1.031, data_time: 0.002, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8365, loss_cls: 1.6077, loss: 1.6077, grad_norm: 5.9306 2020-10-11 16:18:01,656 - mmaction - INFO - Epoch [13][580/5010] lr: 7.500e-03, eta: 2 days, 6:34:29, time: 0.984, data_time: 0.002, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8156, loss_cls: 1.6934, loss: 1.6934, grad_norm: 5.6776 2020-10-11 16:18:22,140 - mmaction - INFO - Epoch [13][600/5010] lr: 7.500e-03, eta: 2 days, 6:34:08, time: 1.024, data_time: 0.005, memory: 10398, top1_acc: 0.5740, top5_acc: 0.8292, loss_cls: 1.6689, loss: 1.6689, grad_norm: 5.9100 2020-10-11 16:18:42,566 - mmaction - INFO - Epoch [13][620/5010] lr: 7.500e-03, eta: 2 days, 6:33:46, time: 1.021, data_time: 0.002, memory: 10398, top1_acc: 0.5781, top5_acc: 0.7979, loss_cls: 1.7264, loss: 1.7264, grad_norm: 5.7044 2020-10-11 16:19:04,603 - mmaction - INFO - Epoch [13][640/5010] lr: 7.500e-03, eta: 2 days, 6:33:29, time: 1.100, data_time: 0.005, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8469, loss_cls: 1.5021, loss: 1.5021, grad_norm: 5.6089 2020-10-11 16:19:23,765 - mmaction - INFO - Epoch [13][660/5010] lr: 7.500e-03, eta: 2 days, 6:33:04, time: 0.959, data_time: 0.008, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8073, loss_cls: 1.6729, loss: 1.6729, grad_norm: 5.9875 2020-10-11 16:19:44,320 - mmaction - INFO - Epoch [13][680/5010] lr: 7.500e-03, eta: 2 days, 6:32:43, time: 1.028, data_time: 0.003, memory: 10398, top1_acc: 0.6313, top5_acc: 0.8323, loss_cls: 1.5240, loss: 1.5240, grad_norm: 5.7034 2020-10-11 16:20:04,754 - mmaction - INFO - Epoch [13][700/5010] lr: 7.500e-03, eta: 2 days, 6:32:21, time: 1.022, data_time: 0.004, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8385, loss_cls: 1.5498, loss: 1.5498, grad_norm: 5.9131 2020-10-11 16:20:25,113 - mmaction - INFO - Epoch [13][720/5010] lr: 7.500e-03, eta: 2 days, 6:31:59, time: 1.018, data_time: 0.002, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8385, loss_cls: 1.6077, loss: 1.6077, grad_norm: 5.9529 2020-10-11 16:20:45,852 - mmaction - INFO - Epoch [13][740/5010] lr: 7.500e-03, eta: 2 days, 6:31:39, time: 1.037, data_time: 0.002, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8125, loss_cls: 1.7434, loss: 1.7434, grad_norm: 5.9959 2020-10-11 16:21:06,526 - mmaction - INFO - Epoch [13][760/5010] lr: 7.500e-03, eta: 2 days, 6:31:18, time: 1.031, data_time: 0.005, memory: 10398, top1_acc: 0.5854, top5_acc: 0.7979, loss_cls: 1.7364, loss: 1.7364, grad_norm: 5.5669 2020-10-11 16:21:27,252 - mmaction - INFO - Epoch [13][780/5010] lr: 7.500e-03, eta: 2 days, 6:30:57, time: 1.038, data_time: 0.008, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8302, loss_cls: 1.7043, loss: 1.7043, grad_norm: 6.0388 2020-10-11 16:21:46,691 - mmaction - INFO - Epoch [13][800/5010] lr: 7.500e-03, eta: 2 days, 6:30:33, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8333, loss_cls: 1.6392, loss: 1.6392, grad_norm: 6.0994 2020-10-11 16:22:06,494 - mmaction - INFO - Epoch [13][820/5010] lr: 7.500e-03, eta: 2 days, 6:30:09, time: 0.991, data_time: 0.003, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8344, loss_cls: 1.5481, loss: 1.5481, grad_norm: 5.7156 2020-10-11 16:22:26,594 - mmaction - INFO - Epoch [13][840/5010] lr: 7.500e-03, eta: 2 days, 6:29:47, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8302, loss_cls: 1.6721, loss: 1.6721, grad_norm: 6.1645 2020-10-11 16:22:47,233 - mmaction - INFO - Epoch [13][860/5010] lr: 7.500e-03, eta: 2 days, 6:29:26, time: 1.032, data_time: 0.002, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8156, loss_cls: 1.7723, loss: 1.7723, grad_norm: 6.1391 2020-10-11 16:23:08,901 - mmaction - INFO - Epoch [13][880/5010] lr: 7.500e-03, eta: 2 days, 6:29:08, time: 1.081, data_time: 0.002, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8312, loss_cls: 1.6348, loss: 1.6348, grad_norm: 5.8410 2020-10-11 16:23:28,568 - mmaction - INFO - Epoch [13][900/5010] lr: 7.500e-03, eta: 2 days, 6:28:44, time: 0.986, data_time: 0.008, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8260, loss_cls: 1.6559, loss: 1.6559, grad_norm: 5.8496 2020-10-11 16:23:50,216 - mmaction - INFO - Epoch [13][920/5010] lr: 7.500e-03, eta: 2 days, 6:28:26, time: 1.083, data_time: 0.002, memory: 10398, top1_acc: 0.5615, top5_acc: 0.8198, loss_cls: 1.7675, loss: 1.7675, grad_norm: 6.2366 2020-10-11 16:24:10,909 - mmaction - INFO - Epoch [13][940/5010] lr: 7.500e-03, eta: 2 days, 6:28:05, time: 1.031, data_time: 0.005, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8354, loss_cls: 1.6746, loss: 1.6746, grad_norm: 5.9140 2020-10-11 16:24:31,244 - mmaction - INFO - Epoch [13][960/5010] lr: 7.500e-03, eta: 2 days, 6:27:44, time: 1.018, data_time: 0.008, memory: 10398, top1_acc: 0.5667, top5_acc: 0.8135, loss_cls: 1.7842, loss: 1.7842, grad_norm: 6.2902 2020-10-11 16:24:51,567 - mmaction - INFO - Epoch [13][980/5010] lr: 7.500e-03, eta: 2 days, 6:27:22, time: 1.019, data_time: 0.006, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8208, loss_cls: 1.7347, loss: 1.7347, grad_norm: 5.7833 2020-10-11 16:25:11,373 - mmaction - INFO - Epoch [13][1000/5010] lr: 7.500e-03, eta: 2 days, 6:26:58, time: 0.990, data_time: 0.005, memory: 10398, top1_acc: 0.5750, top5_acc: 0.8177, loss_cls: 1.7538, loss: 1.7538, grad_norm: 6.1231 2020-10-11 16:25:32,875 - mmaction - INFO - Epoch [13][1020/5010] lr: 7.500e-03, eta: 2 days, 6:26:40, time: 1.072, data_time: 0.002, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8177, loss_cls: 1.5873, loss: 1.5873, grad_norm: 5.7643 2020-10-11 16:25:53,889 - mmaction - INFO - Epoch [13][1040/5010] lr: 7.500e-03, eta: 2 days, 6:26:21, time: 1.054, data_time: 0.008, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8417, loss_cls: 1.5344, loss: 1.5344, grad_norm: 5.7863 2020-10-11 16:26:14,076 - mmaction - INFO - Epoch [13][1060/5010] lr: 7.500e-03, eta: 2 days, 6:25:58, time: 1.007, data_time: 0.005, memory: 10398, top1_acc: 0.6240, top5_acc: 0.8490, loss_cls: 1.5712, loss: 1.5712, grad_norm: 5.8439 2020-10-11 16:26:33,951 - mmaction - INFO - Epoch [13][1080/5010] lr: 7.500e-03, eta: 2 days, 6:25:35, time: 0.996, data_time: 0.007, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8167, loss_cls: 1.7079, loss: 1.7079, grad_norm: 5.9262 2020-10-11 16:26:54,618 - mmaction - INFO - Epoch [13][1100/5010] lr: 7.500e-03, eta: 2 days, 6:25:14, time: 1.033, data_time: 0.002, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8396, loss_cls: 1.6322, loss: 1.6322, grad_norm: 5.9308 2020-10-11 16:27:14,977 - mmaction - INFO - Epoch [13][1120/5010] lr: 7.500e-03, eta: 2 days, 6:24:52, time: 1.015, data_time: 0.005, memory: 10398, top1_acc: 0.5812, top5_acc: 0.8177, loss_cls: 1.7040, loss: 1.7040, grad_norm: 6.0268 2020-10-11 16:27:35,531 - mmaction - INFO - Epoch [13][1140/5010] lr: 7.500e-03, eta: 2 days, 6:24:31, time: 1.031, data_time: 0.008, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8198, loss_cls: 1.6289, loss: 1.6289, grad_norm: 5.8600 2020-10-11 16:27:56,974 - mmaction - INFO - Epoch [13][1160/5010] lr: 7.500e-03, eta: 2 days, 6:24:13, time: 1.072, data_time: 0.002, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8146, loss_cls: 1.6897, loss: 1.6897, grad_norm: 5.9116 2020-10-11 16:28:16,870 - mmaction - INFO - Epoch [13][1180/5010] lr: 7.500e-03, eta: 2 days, 6:23:50, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8271, loss_cls: 1.6908, loss: 1.6908, grad_norm: 5.8158 2020-10-11 16:28:36,550 - mmaction - INFO - Epoch [13][1200/5010] lr: 7.500e-03, eta: 2 days, 6:23:26, time: 0.986, data_time: 0.008, memory: 10398, top1_acc: 0.5708, top5_acc: 0.7906, loss_cls: 1.7899, loss: 1.7899, grad_norm: 5.9655 2020-10-11 16:28:57,943 - mmaction - INFO - Epoch [13][1220/5010] lr: 7.500e-03, eta: 2 days, 6:23:07, time: 1.067, data_time: 0.005, memory: 10398, top1_acc: 0.5812, top5_acc: 0.8115, loss_cls: 1.7239, loss: 1.7239, grad_norm: 6.0139 2020-10-11 16:29:19,394 - mmaction - INFO - Epoch [13][1240/5010] lr: 7.500e-03, eta: 2 days, 6:22:49, time: 1.076, data_time: 0.008, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8208, loss_cls: 1.6165, loss: 1.6165, grad_norm: 5.7716 2020-10-11 16:29:39,368 - mmaction - INFO - Epoch [13][1260/5010] lr: 7.500e-03, eta: 2 days, 6:22:26, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8240, loss_cls: 1.6963, loss: 1.6963, grad_norm: 5.9769 2020-10-11 16:29:59,565 - mmaction - INFO - Epoch [13][1280/5010] lr: 7.500e-03, eta: 2 days, 6:22:04, time: 1.016, data_time: 0.010, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8167, loss_cls: 1.7695, loss: 1.7695, grad_norm: 5.9791 2020-10-11 16:30:20,504 - mmaction - INFO - Epoch [13][1300/5010] lr: 7.500e-03, eta: 2 days, 6:21:44, time: 1.045, data_time: 0.006, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8115, loss_cls: 1.7248, loss: 1.7248, grad_norm: 6.0090 2020-10-11 16:30:41,051 - mmaction - INFO - Epoch [13][1320/5010] lr: 7.500e-03, eta: 2 days, 6:21:23, time: 1.029, data_time: 0.005, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8260, loss_cls: 1.6754, loss: 1.6754, grad_norm: 5.8783 2020-10-11 16:31:01,498 - mmaction - INFO - Epoch [13][1340/5010] lr: 7.500e-03, eta: 2 days, 6:21:01, time: 1.020, data_time: 0.004, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8177, loss_cls: 1.6997, loss: 1.6997, grad_norm: 6.1258 2020-10-11 16:31:23,791 - mmaction - INFO - Epoch [13][1360/5010] lr: 7.500e-03, eta: 2 days, 6:20:45, time: 1.116, data_time: 0.008, memory: 10398, top1_acc: 0.5760, top5_acc: 0.8208, loss_cls: 1.7607, loss: 1.7607, grad_norm: 6.1628 2020-10-11 16:31:43,635 - mmaction - INFO - Epoch [13][1380/5010] lr: 7.500e-03, eta: 2 days, 6:20:22, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.5729, top5_acc: 0.8208, loss_cls: 1.7308, loss: 1.7308, grad_norm: 5.9538 2020-10-11 16:32:04,642 - mmaction - INFO - Epoch [13][1400/5010] lr: 7.500e-03, eta: 2 days, 6:20:02, time: 1.048, data_time: 0.006, memory: 10398, top1_acc: 0.5802, top5_acc: 0.7979, loss_cls: 1.7546, loss: 1.7546, grad_norm: 6.0261 2020-10-11 16:32:24,594 - mmaction - INFO - Epoch [13][1420/5010] lr: 7.500e-03, eta: 2 days, 6:19:39, time: 0.999, data_time: 0.006, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8271, loss_cls: 1.6919, loss: 1.6919, grad_norm: 6.2747 2020-10-11 16:32:44,197 - mmaction - INFO - Epoch [13][1440/5010] lr: 7.500e-03, eta: 2 days, 6:19:15, time: 0.979, data_time: 0.002, memory: 10398, top1_acc: 0.5760, top5_acc: 0.8219, loss_cls: 1.6801, loss: 1.6801, grad_norm: 5.7738 2020-10-11 16:33:05,902 - mmaction - INFO - Epoch [13][1460/5010] lr: 7.500e-03, eta: 2 days, 6:18:57, time: 1.086, data_time: 0.006, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8229, loss_cls: 1.6726, loss: 1.6726, grad_norm: 6.0638 2020-10-11 16:33:26,382 - mmaction - INFO - Epoch [13][1480/5010] lr: 7.500e-03, eta: 2 days, 6:18:36, time: 1.024, data_time: 0.002, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8260, loss_cls: 1.6228, loss: 1.6228, grad_norm: 5.7794 2020-10-11 16:33:47,221 - mmaction - INFO - Epoch [13][1500/5010] lr: 7.500e-03, eta: 2 days, 6:18:16, time: 1.042, data_time: 0.002, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8187, loss_cls: 1.7081, loss: 1.7081, grad_norm: 6.1018 2020-10-11 16:34:07,530 - mmaction - INFO - Epoch [13][1520/5010] lr: 7.500e-03, eta: 2 days, 6:17:54, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8365, loss_cls: 1.6068, loss: 1.6068, grad_norm: 5.8006 2020-10-11 16:34:27,995 - mmaction - INFO - Epoch [13][1540/5010] lr: 7.500e-03, eta: 2 days, 6:17:32, time: 1.025, data_time: 0.007, memory: 10398, top1_acc: 0.5552, top5_acc: 0.7979, loss_cls: 1.8068, loss: 1.8068, grad_norm: 6.2124 2020-10-11 16:34:48,730 - mmaction - INFO - Epoch [13][1560/5010] lr: 7.500e-03, eta: 2 days, 6:17:12, time: 1.036, data_time: 0.002, memory: 10398, top1_acc: 0.6260, top5_acc: 0.8427, loss_cls: 1.5607, loss: 1.5607, grad_norm: 5.8793 2020-10-11 16:35:09,301 - mmaction - INFO - Epoch [13][1580/5010] lr: 7.500e-03, eta: 2 days, 6:16:51, time: 1.028, data_time: 0.004, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8167, loss_cls: 1.6430, loss: 1.6430, grad_norm: 5.9570 2020-10-11 16:35:29,735 - mmaction - INFO - Epoch [13][1600/5010] lr: 7.500e-03, eta: 2 days, 6:16:29, time: 1.021, data_time: 0.003, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8167, loss_cls: 1.6192, loss: 1.6192, grad_norm: 5.9312 2020-10-11 16:35:49,376 - mmaction - INFO - Epoch [13][1620/5010] lr: 7.500e-03, eta: 2 days, 6:16:05, time: 0.984, data_time: 0.003, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8281, loss_cls: 1.7006, loss: 1.7006, grad_norm: 6.1197 2020-10-11 16:36:09,448 - mmaction - INFO - Epoch [13][1640/5010] lr: 7.500e-03, eta: 2 days, 6:15:42, time: 0.999, data_time: 0.004, memory: 10398, top1_acc: 0.5646, top5_acc: 0.8167, loss_cls: 1.7432, loss: 1.7432, grad_norm: 6.0176 2020-10-11 16:36:29,444 - mmaction - INFO - Epoch [13][1660/5010] lr: 7.500e-03, eta: 2 days, 6:15:20, time: 1.004, data_time: 0.007, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8156, loss_cls: 1.7491, loss: 1.7491, grad_norm: 6.0148 2020-10-11 16:36:49,372 - mmaction - INFO - Epoch [13][1680/5010] lr: 7.500e-03, eta: 2 days, 6:14:57, time: 0.996, data_time: 0.002, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8063, loss_cls: 1.7522, loss: 1.7522, grad_norm: 5.8720 2020-10-11 16:37:10,198 - mmaction - INFO - Epoch [13][1700/5010] lr: 7.500e-03, eta: 2 days, 6:14:36, time: 1.041, data_time: 0.005, memory: 10398, top1_acc: 0.5750, top5_acc: 0.8115, loss_cls: 1.7440, loss: 1.7440, grad_norm: 5.9844 2020-10-11 16:37:30,687 - mmaction - INFO - Epoch [13][1720/5010] lr: 7.500e-03, eta: 2 days, 6:14:15, time: 1.025, data_time: 0.007, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8240, loss_cls: 1.6740, loss: 1.6740, grad_norm: 6.0114 2020-10-11 16:37:51,058 - mmaction - INFO - Epoch [13][1740/5010] lr: 7.500e-03, eta: 2 days, 6:13:53, time: 1.018, data_time: 0.002, memory: 10398, top1_acc: 0.5812, top5_acc: 0.7979, loss_cls: 1.7418, loss: 1.7418, grad_norm: 6.1231 2020-10-11 16:38:11,271 - mmaction - INFO - Epoch [13][1760/5010] lr: 7.500e-03, eta: 2 days, 6:13:31, time: 1.010, data_time: 0.005, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8365, loss_cls: 1.6493, loss: 1.6493, grad_norm: 5.6387 2020-10-11 16:38:31,186 - mmaction - INFO - Epoch [13][1780/5010] lr: 7.500e-03, eta: 2 days, 6:13:08, time: 0.996, data_time: 0.006, memory: 10398, top1_acc: 0.6219, top5_acc: 0.8240, loss_cls: 1.6303, loss: 1.6303, grad_norm: 5.8889 2020-10-11 16:38:51,761 - mmaction - INFO - Epoch [13][1800/5010] lr: 7.500e-03, eta: 2 days, 6:12:47, time: 1.029, data_time: 0.002, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8167, loss_cls: 1.6919, loss: 1.6919, grad_norm: 6.0121 2020-10-11 16:39:11,924 - mmaction - INFO - Epoch [13][1820/5010] lr: 7.500e-03, eta: 2 days, 6:12:25, time: 1.008, data_time: 0.002, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8000, loss_cls: 1.7411, loss: 1.7411, grad_norm: 5.6316 2020-10-11 16:39:31,586 - mmaction - INFO - Epoch [13][1840/5010] lr: 7.500e-03, eta: 2 days, 6:12:01, time: 0.983, data_time: 0.004, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8156, loss_cls: 1.7463, loss: 1.7463, grad_norm: 5.9492 2020-10-11 16:39:52,431 - mmaction - INFO - Epoch [13][1860/5010] lr: 7.500e-03, eta: 2 days, 6:11:41, time: 1.042, data_time: 0.002, memory: 10398, top1_acc: 0.5937, top5_acc: 0.8427, loss_cls: 1.6271, loss: 1.6271, grad_norm: 5.7829 2020-10-11 16:40:13,064 - mmaction - INFO - Epoch [13][1880/5010] lr: 7.500e-03, eta: 2 days, 6:11:20, time: 1.029, data_time: 0.006, memory: 10398, top1_acc: 0.5708, top5_acc: 0.8031, loss_cls: 1.7369, loss: 1.7369, grad_norm: 5.9757 2020-10-11 16:40:32,738 - mmaction - INFO - Epoch [13][1900/5010] lr: 7.500e-03, eta: 2 days, 6:10:56, time: 0.986, data_time: 0.007, memory: 10398, top1_acc: 0.6094, top5_acc: 0.8354, loss_cls: 1.6101, loss: 1.6101, grad_norm: 5.8217 2020-10-11 16:40:53,092 - mmaction - INFO - Epoch [13][1920/5010] lr: 7.500e-03, eta: 2 days, 6:10:34, time: 1.016, data_time: 0.002, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8229, loss_cls: 1.7286, loss: 1.7286, grad_norm: 5.8902 2020-10-11 16:41:13,373 - mmaction - INFO - Epoch [13][1940/5010] lr: 7.500e-03, eta: 2 days, 6:10:12, time: 1.015, data_time: 0.006, memory: 10398, top1_acc: 0.5781, top5_acc: 0.7969, loss_cls: 1.7948, loss: 1.7948, grad_norm: 5.9484 2020-10-11 16:41:33,918 - mmaction - INFO - Epoch [13][1960/5010] lr: 7.500e-03, eta: 2 days, 6:09:51, time: 1.028, data_time: 0.003, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8292, loss_cls: 1.6113, loss: 1.6113, grad_norm: 5.7237 2020-10-11 16:41:54,190 - mmaction - INFO - Epoch [13][1980/5010] lr: 7.500e-03, eta: 2 days, 6:09:29, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.5646, top5_acc: 0.8271, loss_cls: 1.7544, loss: 1.7544, grad_norm: 6.2739 2020-10-11 16:42:14,552 - mmaction - INFO - Epoch [13][2000/5010] lr: 7.500e-03, eta: 2 days, 6:09:07, time: 1.016, data_time: 0.007, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8063, loss_cls: 1.7065, loss: 1.7065, grad_norm: 5.9361 2020-10-11 16:42:34,586 - mmaction - INFO - Epoch [13][2020/5010] lr: 7.500e-03, eta: 2 days, 6:08:45, time: 1.004, data_time: 0.007, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8292, loss_cls: 1.6441, loss: 1.6441, grad_norm: 5.9969 2020-10-11 16:42:55,113 - mmaction - INFO - Epoch [13][2040/5010] lr: 7.500e-03, eta: 2 days, 6:08:23, time: 1.026, data_time: 0.003, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8260, loss_cls: 1.6241, loss: 1.6241, grad_norm: 5.8780 2020-10-11 16:43:15,050 - mmaction - INFO - Epoch [13][2060/5010] lr: 7.500e-03, eta: 2 days, 6:08:00, time: 0.994, data_time: 0.005, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8396, loss_cls: 1.6265, loss: 1.6265, grad_norm: 6.0257 2020-10-11 16:43:35,449 - mmaction - INFO - Epoch [13][2080/5010] lr: 7.500e-03, eta: 2 days, 6:07:39, time: 1.022, data_time: 0.007, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8115, loss_cls: 1.6791, loss: 1.6791, grad_norm: 5.9302 2020-10-11 16:43:55,513 - mmaction - INFO - Epoch [13][2100/5010] lr: 7.500e-03, eta: 2 days, 6:07:16, time: 1.004, data_time: 0.003, memory: 10398, top1_acc: 0.6187, top5_acc: 0.8229, loss_cls: 1.5943, loss: 1.5943, grad_norm: 5.6545 2020-10-11 16:44:15,530 - mmaction - INFO - Epoch [13][2120/5010] lr: 7.500e-03, eta: 2 days, 6:06:53, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8135, loss_cls: 1.7205, loss: 1.7205, grad_norm: 6.0293 2020-10-11 16:44:35,479 - mmaction - INFO - Epoch [13][2140/5010] lr: 7.500e-03, eta: 2 days, 6:06:30, time: 1.000, data_time: 0.007, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8240, loss_cls: 1.6216, loss: 1.6216, grad_norm: 6.0151 2020-10-11 16:44:55,643 - mmaction - INFO - Epoch [13][2160/5010] lr: 7.500e-03, eta: 2 days, 6:06:08, time: 1.008, data_time: 0.003, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8156, loss_cls: 1.7249, loss: 1.7249, grad_norm: 6.1458 2020-10-11 16:45:16,252 - mmaction - INFO - Epoch [13][2180/5010] lr: 7.500e-03, eta: 2 days, 6:05:47, time: 1.031, data_time: 0.006, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8219, loss_cls: 1.6482, loss: 1.6482, grad_norm: 5.8523 2020-10-11 16:45:36,719 - mmaction - INFO - Epoch [13][2200/5010] lr: 7.500e-03, eta: 2 days, 6:05:26, time: 1.023, data_time: 0.004, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8115, loss_cls: 1.6760, loss: 1.6760, grad_norm: 6.0104 2020-10-11 16:45:57,174 - mmaction - INFO - Epoch [13][2220/5010] lr: 7.500e-03, eta: 2 days, 6:05:04, time: 1.020, data_time: 0.005, memory: 10398, top1_acc: 0.5802, top5_acc: 0.8125, loss_cls: 1.7705, loss: 1.7705, grad_norm: 5.8000 2020-10-11 16:46:16,958 - mmaction - INFO - Epoch [13][2240/5010] lr: 7.500e-03, eta: 2 days, 6:04:41, time: 0.992, data_time: 0.007, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8292, loss_cls: 1.6707, loss: 1.6707, grad_norm: 5.8201 2020-10-11 16:46:38,086 - mmaction - INFO - Epoch [13][2260/5010] lr: 7.500e-03, eta: 2 days, 6:04:21, time: 1.053, data_time: 0.006, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8094, loss_cls: 1.6913, loss: 1.6913, grad_norm: 5.8691 2020-10-11 16:46:57,611 - mmaction - INFO - Epoch [13][2280/5010] lr: 7.500e-03, eta: 2 days, 6:03:57, time: 0.980, data_time: 0.007, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8198, loss_cls: 1.6577, loss: 1.6577, grad_norm: 5.8435 2020-10-11 16:47:18,151 - mmaction - INFO - Epoch [13][2300/5010] lr: 7.500e-03, eta: 2 days, 6:03:36, time: 1.023, data_time: 0.005, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8281, loss_cls: 1.6519, loss: 1.6519, grad_norm: 5.8866 2020-10-11 16:47:38,851 - mmaction - INFO - Epoch [13][2320/5010] lr: 7.500e-03, eta: 2 days, 6:03:16, time: 1.039, data_time: 0.007, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8219, loss_cls: 1.7060, loss: 1.7060, grad_norm: 6.3047 2020-10-11 16:47:58,868 - mmaction - INFO - Epoch [13][2340/5010] lr: 7.500e-03, eta: 2 days, 6:02:53, time: 0.999, data_time: 0.004, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8333, loss_cls: 1.6447, loss: 1.6447, grad_norm: 6.0477 2020-10-11 16:48:20,004 - mmaction - INFO - Epoch [13][2360/5010] lr: 7.500e-03, eta: 2 days, 6:02:33, time: 1.058, data_time: 0.004, memory: 10398, top1_acc: 0.5760, top5_acc: 0.8115, loss_cls: 1.7144, loss: 1.7144, grad_norm: 6.0406 2020-10-11 16:48:41,033 - mmaction - INFO - Epoch [13][2380/5010] lr: 7.500e-03, eta: 2 days, 6:02:14, time: 1.049, data_time: 0.005, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8104, loss_cls: 1.7042, loss: 1.7042, grad_norm: 5.8434 2020-10-11 16:49:02,380 - mmaction - INFO - Epoch [13][2400/5010] lr: 7.500e-03, eta: 2 days, 6:01:55, time: 1.069, data_time: 0.008, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8156, loss_cls: 1.6619, loss: 1.6619, grad_norm: 5.7745 2020-10-11 16:49:22,483 - mmaction - INFO - Epoch [13][2420/5010] lr: 7.500e-03, eta: 2 days, 6:01:33, time: 1.005, data_time: 0.006, memory: 10398, top1_acc: 0.5729, top5_acc: 0.8104, loss_cls: 1.7350, loss: 1.7350, grad_norm: 5.9454 2020-10-11 16:49:42,724 - mmaction - INFO - Epoch [13][2440/5010] lr: 7.500e-03, eta: 2 days, 6:01:11, time: 1.012, data_time: 0.002, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8219, loss_cls: 1.6530, loss: 1.6530, grad_norm: 5.6626 2020-10-11 16:50:03,411 - mmaction - INFO - Epoch [13][2460/5010] lr: 7.500e-03, eta: 2 days, 6:00:50, time: 1.035, data_time: 0.004, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8396, loss_cls: 1.6305, loss: 1.6305, grad_norm: 6.1080 2020-10-11 16:50:23,763 - mmaction - INFO - Epoch [13][2480/5010] lr: 7.500e-03, eta: 2 days, 6:00:28, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8188, loss_cls: 1.7343, loss: 1.7343, grad_norm: 6.0443 2020-10-11 16:50:45,160 - mmaction - INFO - Epoch [13][2500/5010] lr: 7.500e-03, eta: 2 days, 6:00:09, time: 1.070, data_time: 0.002, memory: 10398, top1_acc: 0.5688, top5_acc: 0.8156, loss_cls: 1.7369, loss: 1.7369, grad_norm: 6.2365 2020-10-11 16:51:05,449 - mmaction - INFO - Epoch [13][2520/5010] lr: 7.500e-03, eta: 2 days, 5:59:47, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8083, loss_cls: 1.7488, loss: 1.7488, grad_norm: 5.9429 2020-10-11 16:51:25,294 - mmaction - INFO - Epoch [13][2540/5010] lr: 7.500e-03, eta: 2 days, 5:59:24, time: 0.997, data_time: 0.008, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8521, loss_cls: 1.6107, loss: 1.6107, grad_norm: 6.0290 2020-10-11 16:51:45,170 - mmaction - INFO - Epoch [13][2560/5010] lr: 7.500e-03, eta: 2 days, 5:59:01, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8198, loss_cls: 1.6871, loss: 1.6871, grad_norm: 5.8628 2020-10-11 16:52:05,957 - mmaction - INFO - Epoch [13][2580/5010] lr: 7.500e-03, eta: 2 days, 5:58:40, time: 1.034, data_time: 0.005, memory: 10398, top1_acc: 0.5729, top5_acc: 0.8229, loss_cls: 1.6696, loss: 1.6696, grad_norm: 6.2162 2020-10-11 16:52:26,501 - mmaction - INFO - Epoch [13][2600/5010] lr: 7.500e-03, eta: 2 days, 5:58:20, time: 1.033, data_time: 0.008, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8302, loss_cls: 1.6216, loss: 1.6216, grad_norm: 5.8036 2020-10-11 16:52:46,385 - mmaction - INFO - Epoch [13][2620/5010] lr: 7.500e-03, eta: 2 days, 5:57:56, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8208, loss_cls: 1.6780, loss: 1.6780, grad_norm: 5.8156 2020-10-11 16:53:07,333 - mmaction - INFO - Epoch [13][2640/5010] lr: 7.500e-03, eta: 2 days, 5:57:37, time: 1.047, data_time: 0.005, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8281, loss_cls: 1.6790, loss: 1.6790, grad_norm: 5.8988 2020-10-11 16:53:27,389 - mmaction - INFO - Epoch [13][2660/5010] lr: 7.500e-03, eta: 2 days, 5:57:14, time: 1.002, data_time: 0.002, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8188, loss_cls: 1.6572, loss: 1.6572, grad_norm: 5.8325 2020-10-11 16:53:47,759 - mmaction - INFO - Epoch [13][2680/5010] lr: 7.500e-03, eta: 2 days, 5:56:52, time: 1.018, data_time: 0.002, memory: 10398, top1_acc: 0.5625, top5_acc: 0.7823, loss_cls: 1.8944, loss: 1.8944, grad_norm: 5.9106 2020-10-11 16:54:07,704 - mmaction - INFO - Epoch [13][2700/5010] lr: 7.500e-03, eta: 2 days, 5:56:29, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8063, loss_cls: 1.7014, loss: 1.7014, grad_norm: 5.8548 2020-10-11 16:54:28,594 - mmaction - INFO - Epoch [13][2720/5010] lr: 7.500e-03, eta: 2 days, 5:56:09, time: 1.047, data_time: 0.008, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8156, loss_cls: 1.6447, loss: 1.6447, grad_norm: 5.4954 2020-10-11 16:54:48,114 - mmaction - INFO - Epoch [13][2740/5010] lr: 7.500e-03, eta: 2 days, 5:55:45, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8177, loss_cls: 1.6751, loss: 1.6751, grad_norm: 5.7752 2020-10-11 16:55:08,086 - mmaction - INFO - Epoch [13][2760/5010] lr: 7.500e-03, eta: 2 days, 5:55:22, time: 0.999, data_time: 0.005, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8188, loss_cls: 1.6477, loss: 1.6477, grad_norm: 5.8559 2020-10-11 16:55:28,349 - mmaction - INFO - Epoch [13][2780/5010] lr: 7.500e-03, eta: 2 days, 5:55:00, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.5760, top5_acc: 0.8187, loss_cls: 1.7048, loss: 1.7048, grad_norm: 6.0602 2020-10-11 16:55:49,140 - mmaction - INFO - Epoch [13][2800/5010] lr: 7.500e-03, eta: 2 days, 5:54:40, time: 1.040, data_time: 0.002, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8229, loss_cls: 1.6489, loss: 1.6489, grad_norm: 5.8708 2020-10-11 16:56:09,475 - mmaction - INFO - Epoch [13][2820/5010] lr: 7.500e-03, eta: 2 days, 5:54:18, time: 1.013, data_time: 0.004, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8292, loss_cls: 1.6153, loss: 1.6153, grad_norm: 5.7551 2020-10-11 16:56:29,490 - mmaction - INFO - Epoch [13][2840/5010] lr: 7.500e-03, eta: 2 days, 5:53:55, time: 1.003, data_time: 0.008, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8312, loss_cls: 1.6446, loss: 1.6446, grad_norm: 6.0804 2020-10-11 16:56:49,663 - mmaction - INFO - Epoch [13][2860/5010] lr: 7.500e-03, eta: 2 days, 5:53:33, time: 1.009, data_time: 0.003, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8115, loss_cls: 1.7729, loss: 1.7729, grad_norm: 5.7511 2020-10-11 16:57:09,821 - mmaction - INFO - Epoch [13][2880/5010] lr: 7.500e-03, eta: 2 days, 5:53:11, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8250, loss_cls: 1.6898, loss: 1.6898, grad_norm: 5.6315 2020-10-11 16:57:29,893 - mmaction - INFO - Epoch [13][2900/5010] lr: 7.500e-03, eta: 2 days, 5:52:48, time: 1.004, data_time: 0.006, memory: 10398, top1_acc: 0.5448, top5_acc: 0.7917, loss_cls: 1.8173, loss: 1.8173, grad_norm: 6.0796 2020-10-11 16:57:51,773 - mmaction - INFO - Epoch [13][2920/5010] lr: 7.500e-03, eta: 2 days, 5:52:31, time: 1.094, data_time: 0.002, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8198, loss_cls: 1.6685, loss: 1.6685, grad_norm: 5.7655 2020-10-11 16:58:11,882 - mmaction - INFO - Epoch [13][2940/5010] lr: 7.500e-03, eta: 2 days, 5:52:08, time: 1.000, data_time: 0.004, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8177, loss_cls: 1.7203, loss: 1.7203, grad_norm: 5.8631 2020-10-11 16:58:31,826 - mmaction - INFO - Epoch [13][2960/5010] lr: 7.500e-03, eta: 2 days, 5:51:46, time: 1.002, data_time: 0.008, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8135, loss_cls: 1.7307, loss: 1.7307, grad_norm: 6.0415 2020-10-11 16:58:52,420 - mmaction - INFO - Epoch [13][2980/5010] lr: 7.500e-03, eta: 2 days, 5:51:25, time: 1.030, data_time: 0.002, memory: 10398, top1_acc: 0.5740, top5_acc: 0.8021, loss_cls: 1.7681, loss: 1.7681, grad_norm: 5.8717 2020-10-11 16:59:12,527 - mmaction - INFO - Epoch [13][3000/5010] lr: 7.500e-03, eta: 2 days, 5:51:02, time: 1.003, data_time: 0.004, memory: 10398, top1_acc: 0.5937, top5_acc: 0.8135, loss_cls: 1.7001, loss: 1.7001, grad_norm: 5.8929 2020-10-11 16:59:33,785 - mmaction - INFO - Epoch [13][3020/5010] lr: 7.500e-03, eta: 2 days, 5:50:43, time: 1.065, data_time: 0.008, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8188, loss_cls: 1.6808, loss: 1.6808, grad_norm: 5.8746 2020-10-11 16:59:53,526 - mmaction - INFO - Epoch [13][3040/5010] lr: 7.500e-03, eta: 2 days, 5:50:20, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8333, loss_cls: 1.6607, loss: 1.6607, grad_norm: 5.9312 2020-10-11 17:00:18,642 - mmaction - INFO - Epoch [13][3060/5010] lr: 7.500e-03, eta: 2 days, 5:50:12, time: 1.243, data_time: 0.006, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8292, loss_cls: 1.6593, loss: 1.6593, grad_norm: 6.0243 2020-10-11 17:00:37,192 - mmaction - INFO - Epoch [13][3080/5010] lr: 7.500e-03, eta: 2 days, 5:49:45, time: 0.939, data_time: 0.027, memory: 10398, top1_acc: 0.6094, top5_acc: 0.8344, loss_cls: 1.6131, loss: 1.6131, grad_norm: 5.6970 2020-10-11 17:00:57,190 - mmaction - INFO - Epoch [13][3100/5010] lr: 7.500e-03, eta: 2 days, 5:49:22, time: 0.998, data_time: 0.004, memory: 10398, top1_acc: 0.5635, top5_acc: 0.8010, loss_cls: 1.7589, loss: 1.7589, grad_norm: 6.0517 2020-10-11 17:01:17,152 - mmaction - INFO - Epoch [13][3120/5010] lr: 7.500e-03, eta: 2 days, 5:49:00, time: 1.000, data_time: 0.008, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8135, loss_cls: 1.6956, loss: 1.6956, grad_norm: 5.6504 2020-10-11 17:01:37,568 - mmaction - INFO - Epoch [13][3140/5010] lr: 7.500e-03, eta: 2 days, 5:48:38, time: 1.020, data_time: 0.002, memory: 10398, top1_acc: 0.6094, top5_acc: 0.8167, loss_cls: 1.6706, loss: 1.6706, grad_norm: 5.8336 2020-10-11 17:01:57,913 - mmaction - INFO - Epoch [13][3160/5010] lr: 7.500e-03, eta: 2 days, 5:48:16, time: 1.016, data_time: 0.005, memory: 10398, top1_acc: 0.5708, top5_acc: 0.8156, loss_cls: 1.7175, loss: 1.7175, grad_norm: 6.0528 2020-10-11 17:02:19,092 - mmaction - INFO - Epoch [13][3180/5010] lr: 7.500e-03, eta: 2 days, 5:47:57, time: 1.062, data_time: 0.009, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8271, loss_cls: 1.7126, loss: 1.7126, grad_norm: 5.8929 2020-10-11 17:02:38,652 - mmaction - INFO - Epoch [13][3200/5010] lr: 7.500e-03, eta: 2 days, 5:47:33, time: 0.976, data_time: 0.005, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8240, loss_cls: 1.6757, loss: 1.6757, grad_norm: 6.0528 2020-10-11 17:02:59,492 - mmaction - INFO - Epoch [13][3220/5010] lr: 7.500e-03, eta: 2 days, 5:47:13, time: 1.043, data_time: 0.007, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8115, loss_cls: 1.7525, loss: 1.7525, grad_norm: 5.8804 2020-10-11 17:03:19,821 - mmaction - INFO - Epoch [13][3240/5010] lr: 7.500e-03, eta: 2 days, 5:46:51, time: 1.015, data_time: 0.006, memory: 10398, top1_acc: 0.5813, top5_acc: 0.8177, loss_cls: 1.7116, loss: 1.7116, grad_norm: 6.0508 2020-10-11 17:03:39,547 - mmaction - INFO - Epoch [13][3260/5010] lr: 7.500e-03, eta: 2 days, 5:46:28, time: 0.989, data_time: 0.008, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8167, loss_cls: 1.7115, loss: 1.7115, grad_norm: 6.0850 2020-10-11 17:03:59,961 - mmaction - INFO - Epoch [13][3280/5010] lr: 7.500e-03, eta: 2 days, 5:46:06, time: 1.018, data_time: 0.005, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8188, loss_cls: 1.6521, loss: 1.6521, grad_norm: 5.7749 2020-10-11 17:04:20,204 - mmaction - INFO - Epoch [13][3300/5010] lr: 7.500e-03, eta: 2 days, 5:45:44, time: 1.014, data_time: 0.007, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8156, loss_cls: 1.7624, loss: 1.7624, grad_norm: 6.1524 2020-10-11 17:04:40,826 - mmaction - INFO - Epoch [13][3320/5010] lr: 7.500e-03, eta: 2 days, 5:45:23, time: 1.032, data_time: 0.007, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8083, loss_cls: 1.6704, loss: 1.6704, grad_norm: 5.8066 2020-10-11 17:05:01,500 - mmaction - INFO - Epoch [13][3340/5010] lr: 7.500e-03, eta: 2 days, 5:45:02, time: 1.034, data_time: 0.004, memory: 10398, top1_acc: 0.6094, top5_acc: 0.8417, loss_cls: 1.6160, loss: 1.6160, grad_norm: 5.9596 2020-10-11 17:05:21,945 - mmaction - INFO - Epoch [13][3360/5010] lr: 7.500e-03, eta: 2 days, 5:44:41, time: 1.022, data_time: 0.006, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8083, loss_cls: 1.7148, loss: 1.7148, grad_norm: 5.8339 2020-10-11 17:05:41,744 - mmaction - INFO - Epoch [13][3380/5010] lr: 7.500e-03, eta: 2 days, 5:44:18, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8313, loss_cls: 1.6299, loss: 1.6299, grad_norm: 6.1419 2020-10-11 17:06:02,243 - mmaction - INFO - Epoch [13][3400/5010] lr: 7.500e-03, eta: 2 days, 5:43:56, time: 1.023, data_time: 0.007, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8104, loss_cls: 1.6900, loss: 1.6900, grad_norm: 5.8286 2020-10-11 17:06:22,273 - mmaction - INFO - Epoch [13][3420/5010] lr: 7.500e-03, eta: 2 days, 5:43:34, time: 1.003, data_time: 0.008, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8396, loss_cls: 1.5988, loss: 1.5988, grad_norm: 5.8141 2020-10-11 17:06:43,698 - mmaction - INFO - Epoch [13][3440/5010] lr: 7.500e-03, eta: 2 days, 5:43:15, time: 1.072, data_time: 0.002, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8302, loss_cls: 1.6594, loss: 1.6594, grad_norm: 5.8624 2020-10-11 17:07:03,246 - mmaction - INFO - Epoch [13][3460/5010] lr: 7.500e-03, eta: 2 days, 5:42:51, time: 0.975, data_time: 0.004, memory: 10398, top1_acc: 0.5719, top5_acc: 0.7927, loss_cls: 1.8238, loss: 1.8238, grad_norm: 5.8940 2020-10-11 17:07:23,267 - mmaction - INFO - Epoch [13][3480/5010] lr: 7.500e-03, eta: 2 days, 5:42:28, time: 1.003, data_time: 0.005, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8365, loss_cls: 1.6498, loss: 1.6498, grad_norm: 5.6624 2020-10-11 17:07:43,490 - mmaction - INFO - Epoch [13][3500/5010] lr: 7.500e-03, eta: 2 days, 5:42:06, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.5729, top5_acc: 0.8031, loss_cls: 1.7397, loss: 1.7397, grad_norm: 6.1431 2020-10-11 17:08:03,718 - mmaction - INFO - Epoch [13][3520/5010] lr: 7.500e-03, eta: 2 days, 5:41:44, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8271, loss_cls: 1.6917, loss: 1.6917, grad_norm: 6.0660 2020-10-11 17:08:23,470 - mmaction - INFO - Epoch [13][3540/5010] lr: 7.500e-03, eta: 2 days, 5:41:21, time: 0.991, data_time: 0.009, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8167, loss_cls: 1.7245, loss: 1.7245, grad_norm: 6.0751 2020-10-11 17:08:44,223 - mmaction - INFO - Epoch [13][3560/5010] lr: 7.500e-03, eta: 2 days, 5:41:00, time: 1.038, data_time: 0.002, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8083, loss_cls: 1.7600, loss: 1.7600, grad_norm: 5.9732 2020-10-11 17:09:04,879 - mmaction - INFO - Epoch [13][3580/5010] lr: 7.500e-03, eta: 2 days, 5:40:40, time: 1.031, data_time: 0.005, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8188, loss_cls: 1.6775, loss: 1.6775, grad_norm: 5.9256 2020-10-11 17:09:25,480 - mmaction - INFO - Epoch [13][3600/5010] lr: 7.500e-03, eta: 2 days, 5:40:19, time: 1.032, data_time: 0.007, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8219, loss_cls: 1.7130, loss: 1.7130, grad_norm: 6.0291 2020-10-11 17:09:45,545 - mmaction - INFO - Epoch [13][3620/5010] lr: 7.500e-03, eta: 2 days, 5:39:56, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.5656, top5_acc: 0.8000, loss_cls: 1.7512, loss: 1.7512, grad_norm: 6.0392 2020-10-11 17:10:06,224 - mmaction - INFO - Epoch [13][3640/5010] lr: 7.500e-03, eta: 2 days, 5:39:35, time: 1.034, data_time: 0.005, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8083, loss_cls: 1.7536, loss: 1.7536, grad_norm: 5.9598 2020-10-11 17:10:26,455 - mmaction - INFO - Epoch [13][3660/5010] lr: 7.500e-03, eta: 2 days, 5:39:13, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8333, loss_cls: 1.6967, loss: 1.6967, grad_norm: 5.6883 2020-10-11 17:10:47,596 - mmaction - INFO - Epoch [13][3680/5010] lr: 7.500e-03, eta: 2 days, 5:38:54, time: 1.057, data_time: 0.002, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8229, loss_cls: 1.7062, loss: 1.7062, grad_norm: 6.0061 2020-10-11 17:11:08,948 - mmaction - INFO - Epoch [13][3700/5010] lr: 7.500e-03, eta: 2 days, 5:38:35, time: 1.066, data_time: 0.005, memory: 10398, top1_acc: 0.5646, top5_acc: 0.8000, loss_cls: 1.7787, loss: 1.7787, grad_norm: 6.0395 2020-10-11 17:11:28,998 - mmaction - INFO - Epoch [13][3720/5010] lr: 7.500e-03, eta: 2 days, 5:38:13, time: 1.003, data_time: 0.006, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8354, loss_cls: 1.6834, loss: 1.6834, grad_norm: 5.7706 2020-10-11 17:11:49,454 - mmaction - INFO - Epoch [13][3740/5010] lr: 7.500e-03, eta: 2 days, 5:37:51, time: 1.024, data_time: 0.003, memory: 10398, top1_acc: 0.5698, top5_acc: 0.8094, loss_cls: 1.7860, loss: 1.7860, grad_norm: 5.9482 2020-10-11 17:12:09,853 - mmaction - INFO - Epoch [13][3760/5010] lr: 7.500e-03, eta: 2 days, 5:37:30, time: 1.020, data_time: 0.007, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8063, loss_cls: 1.7899, loss: 1.7899, grad_norm: 6.0624 2020-10-11 17:12:29,732 - mmaction - INFO - Epoch [13][3780/5010] lr: 7.500e-03, eta: 2 days, 5:37:07, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8344, loss_cls: 1.6970, loss: 1.6970, grad_norm: 6.0962 2020-10-11 17:12:49,301 - mmaction - INFO - Epoch [13][3800/5010] lr: 7.500e-03, eta: 2 days, 5:36:43, time: 0.978, data_time: 0.002, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8042, loss_cls: 1.7368, loss: 1.7368, grad_norm: 5.8032 2020-10-11 17:13:09,786 - mmaction - INFO - Epoch [13][3820/5010] lr: 7.500e-03, eta: 2 days, 5:36:22, time: 1.024, data_time: 0.004, memory: 10398, top1_acc: 0.6240, top5_acc: 0.8271, loss_cls: 1.6193, loss: 1.6193, grad_norm: 5.9156 2020-10-11 17:13:30,035 - mmaction - INFO - Epoch [13][3840/5010] lr: 7.500e-03, eta: 2 days, 5:36:00, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8240, loss_cls: 1.6382, loss: 1.6382, grad_norm: 5.8681 2020-10-11 17:13:49,551 - mmaction - INFO - Epoch [13][3860/5010] lr: 7.500e-03, eta: 2 days, 5:35:35, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.5698, top5_acc: 0.8104, loss_cls: 1.7855, loss: 1.7855, grad_norm: 5.8829 2020-10-11 17:14:10,374 - mmaction - INFO - Epoch [13][3880/5010] lr: 7.500e-03, eta: 2 days, 5:35:15, time: 1.042, data_time: 0.002, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8458, loss_cls: 1.5754, loss: 1.5754, grad_norm: 5.7899 2020-10-11 17:14:30,470 - mmaction - INFO - Epoch [13][3900/5010] lr: 7.500e-03, eta: 2 days, 5:34:53, time: 1.004, data_time: 0.002, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8188, loss_cls: 1.6860, loss: 1.6860, grad_norm: 5.9872 2020-10-11 17:14:50,623 - mmaction - INFO - Epoch [13][3920/5010] lr: 7.500e-03, eta: 2 days, 5:34:30, time: 1.007, data_time: 0.002, memory: 10398, top1_acc: 0.6219, top5_acc: 0.8531, loss_cls: 1.5562, loss: 1.5562, grad_norm: 6.0248 2020-10-11 17:15:11,420 - mmaction - INFO - Epoch [13][3940/5010] lr: 7.500e-03, eta: 2 days, 5:34:10, time: 1.037, data_time: 0.007, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8281, loss_cls: 1.6278, loss: 1.6278, grad_norm: 5.9633 2020-10-11 17:15:31,267 - mmaction - INFO - Epoch [13][3960/5010] lr: 7.500e-03, eta: 2 days, 5:33:47, time: 0.996, data_time: 0.007, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8167, loss_cls: 1.7110, loss: 1.7110, grad_norm: 6.1900 2020-10-11 17:15:50,789 - mmaction - INFO - Epoch [13][3980/5010] lr: 7.500e-03, eta: 2 days, 5:33:23, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.5688, top5_acc: 0.7990, loss_cls: 1.7766, loss: 1.7766, grad_norm: 6.1202 2020-10-11 17:16:11,011 - mmaction - INFO - Epoch [13][4000/5010] lr: 7.500e-03, eta: 2 days, 5:33:01, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.5729, top5_acc: 0.8219, loss_cls: 1.7849, loss: 1.7849, grad_norm: 5.9830 2020-10-11 17:16:31,163 - mmaction - INFO - Epoch [13][4020/5010] lr: 7.500e-03, eta: 2 days, 5:32:39, time: 1.008, data_time: 0.008, memory: 10398, top1_acc: 0.5510, top5_acc: 0.7990, loss_cls: 1.8390, loss: 1.8390, grad_norm: 6.1545 2020-10-11 17:16:51,636 - mmaction - INFO - Epoch [13][4040/5010] lr: 7.500e-03, eta: 2 days, 5:32:17, time: 1.026, data_time: 0.006, memory: 10398, top1_acc: 0.5740, top5_acc: 0.7969, loss_cls: 1.8014, loss: 1.8014, grad_norm: 5.9795 2020-10-11 17:17:12,326 - mmaction - INFO - Epoch [13][4060/5010] lr: 7.500e-03, eta: 2 days, 5:31:57, time: 1.034, data_time: 0.005, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8292, loss_cls: 1.6496, loss: 1.6496, grad_norm: 5.7014 2020-10-11 17:17:32,337 - mmaction - INFO - Epoch [13][4080/5010] lr: 7.500e-03, eta: 2 days, 5:31:34, time: 1.001, data_time: 0.005, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8229, loss_cls: 1.7232, loss: 1.7232, grad_norm: 6.0632 2020-10-11 17:17:52,623 - mmaction - INFO - Epoch [13][4100/5010] lr: 7.500e-03, eta: 2 days, 5:31:12, time: 1.015, data_time: 0.003, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8219, loss_cls: 1.6666, loss: 1.6666, grad_norm: 5.9617 2020-10-11 17:18:13,613 - mmaction - INFO - Epoch [13][4120/5010] lr: 7.500e-03, eta: 2 days, 5:30:52, time: 1.048, data_time: 0.007, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8198, loss_cls: 1.7093, loss: 1.7093, grad_norm: 6.0121 2020-10-11 17:18:33,179 - mmaction - INFO - Epoch [13][4140/5010] lr: 7.500e-03, eta: 2 days, 5:30:28, time: 0.980, data_time: 0.006, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8063, loss_cls: 1.7400, loss: 1.7400, grad_norm: 5.7426 2020-10-11 17:18:54,274 - mmaction - INFO - Epoch [13][4160/5010] lr: 7.500e-03, eta: 2 days, 5:30:09, time: 1.055, data_time: 0.003, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8260, loss_cls: 1.6420, loss: 1.6420, grad_norm: 5.8489 2020-10-11 17:19:14,444 - mmaction - INFO - Epoch [13][4180/5010] lr: 7.500e-03, eta: 2 days, 5:29:47, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.5750, top5_acc: 0.8083, loss_cls: 1.7338, loss: 1.7338, grad_norm: 6.1516 2020-10-11 17:19:34,388 - mmaction - INFO - Epoch [13][4200/5010] lr: 7.500e-03, eta: 2 days, 5:29:24, time: 0.999, data_time: 0.007, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8375, loss_cls: 1.6107, loss: 1.6107, grad_norm: 5.6427 2020-10-11 17:19:55,521 - mmaction - INFO - Epoch [13][4220/5010] lr: 7.500e-03, eta: 2 days, 5:29:05, time: 1.057, data_time: 0.002, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8260, loss_cls: 1.6377, loss: 1.6377, grad_norm: 5.7966 2020-10-11 17:20:15,390 - mmaction - INFO - Epoch [13][4240/5010] lr: 7.500e-03, eta: 2 days, 5:28:41, time: 0.991, data_time: 0.004, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8333, loss_cls: 1.5816, loss: 1.5816, grad_norm: 6.1151 2020-10-11 17:20:36,526 - mmaction - INFO - Epoch [13][4260/5010] lr: 7.500e-03, eta: 2 days, 5:28:22, time: 1.056, data_time: 0.006, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8187, loss_cls: 1.6723, loss: 1.6723, grad_norm: 5.9568 2020-10-11 17:20:57,581 - mmaction - INFO - Epoch [13][4280/5010] lr: 7.500e-03, eta: 2 days, 5:28:02, time: 1.055, data_time: 0.008, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8135, loss_cls: 1.7628, loss: 1.7628, grad_norm: 5.9842 2020-10-11 17:21:17,275 - mmaction - INFO - Epoch [13][4300/5010] lr: 7.500e-03, eta: 2 days, 5:27:39, time: 0.982, data_time: 0.005, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8281, loss_cls: 1.7194, loss: 1.7194, grad_norm: 5.8689 2020-10-11 17:21:37,763 - mmaction - INFO - Epoch [13][4320/5010] lr: 7.500e-03, eta: 2 days, 5:27:18, time: 1.027, data_time: 0.008, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8240, loss_cls: 1.6709, loss: 1.6709, grad_norm: 5.9799 2020-10-11 17:21:58,228 - mmaction - INFO - Epoch [13][4340/5010] lr: 7.500e-03, eta: 2 days, 5:26:56, time: 1.023, data_time: 0.002, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8229, loss_cls: 1.6811, loss: 1.6811, grad_norm: 5.8485 2020-10-11 17:22:19,189 - mmaction - INFO - Epoch [13][4360/5010] lr: 7.500e-03, eta: 2 days, 5:26:36, time: 1.048, data_time: 0.002, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8188, loss_cls: 1.7211, loss: 1.7211, grad_norm: 5.8953 2020-10-11 17:22:40,158 - mmaction - INFO - Epoch [13][4380/5010] lr: 7.500e-03, eta: 2 days, 5:26:16, time: 1.046, data_time: 0.005, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8323, loss_cls: 1.6496, loss: 1.6496, grad_norm: 5.9450 2020-10-11 17:23:00,197 - mmaction - INFO - Epoch [13][4400/5010] lr: 7.500e-03, eta: 2 days, 5:25:54, time: 1.004, data_time: 0.006, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8271, loss_cls: 1.6680, loss: 1.6680, grad_norm: 6.0234 2020-10-11 17:23:21,198 - mmaction - INFO - Epoch [13][4420/5010] lr: 7.500e-03, eta: 2 days, 5:25:34, time: 1.049, data_time: 0.002, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8229, loss_cls: 1.6818, loss: 1.6818, grad_norm: 5.9905 2020-10-11 17:23:40,818 - mmaction - INFO - Epoch [13][4440/5010] lr: 7.500e-03, eta: 2 days, 5:25:11, time: 0.982, data_time: 0.003, memory: 10398, top1_acc: 0.5677, top5_acc: 0.8302, loss_cls: 1.6982, loss: 1.6982, grad_norm: 6.1124 2020-10-11 17:24:01,746 - mmaction - INFO - Epoch [13][4460/5010] lr: 7.500e-03, eta: 2 days, 5:24:50, time: 1.044, data_time: 0.004, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8052, loss_cls: 1.7121, loss: 1.7121, grad_norm: 6.0011 2020-10-11 17:24:23,223 - mmaction - INFO - Epoch [13][4480/5010] lr: 7.500e-03, eta: 2 days, 5:24:32, time: 1.076, data_time: 0.007, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8281, loss_cls: 1.6850, loss: 1.6850, grad_norm: 6.0546 2020-10-11 17:24:42,245 - mmaction - INFO - Epoch [13][4500/5010] lr: 7.500e-03, eta: 2 days, 5:24:07, time: 0.951, data_time: 0.002, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8240, loss_cls: 1.6211, loss: 1.6211, grad_norm: 6.1642 2020-10-11 17:25:03,330 - mmaction - INFO - Epoch [13][4520/5010] lr: 7.500e-03, eta: 2 days, 5:23:47, time: 1.054, data_time: 0.005, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8167, loss_cls: 1.7367, loss: 1.7367, grad_norm: 6.0824 2020-10-11 17:25:23,425 - mmaction - INFO - Epoch [13][4540/5010] lr: 7.500e-03, eta: 2 days, 5:23:25, time: 1.005, data_time: 0.003, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8208, loss_cls: 1.7186, loss: 1.7186, grad_norm: 6.1498 2020-10-11 17:25:44,549 - mmaction - INFO - Epoch [13][4560/5010] lr: 7.500e-03, eta: 2 days, 5:23:05, time: 1.056, data_time: 0.002, memory: 10398, top1_acc: 0.5469, top5_acc: 0.7990, loss_cls: 1.8329, loss: 1.8329, grad_norm: 5.8807 2020-10-11 17:26:04,222 - mmaction - INFO - Epoch [13][4580/5010] lr: 7.500e-03, eta: 2 days, 5:22:42, time: 0.982, data_time: 0.004, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8437, loss_cls: 1.6045, loss: 1.6045, grad_norm: 5.6668 2020-10-11 17:26:24,717 - mmaction - INFO - Epoch [13][4600/5010] lr: 7.500e-03, eta: 2 days, 5:22:20, time: 1.026, data_time: 0.004, memory: 10398, top1_acc: 0.6187, top5_acc: 0.8344, loss_cls: 1.6261, loss: 1.6261, grad_norm: 5.8269 2020-10-11 17:26:45,093 - mmaction - INFO - Epoch [13][4620/5010] lr: 7.500e-03, eta: 2 days, 5:21:59, time: 1.018, data_time: 0.002, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8094, loss_cls: 1.7432, loss: 1.7432, grad_norm: 5.9555 2020-10-11 17:27:05,359 - mmaction - INFO - Epoch [13][4640/5010] lr: 7.500e-03, eta: 2 days, 5:21:37, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.5854, top5_acc: 0.7948, loss_cls: 1.7188, loss: 1.7188, grad_norm: 5.7960 2020-10-11 17:27:25,782 - mmaction - INFO - Epoch [13][4660/5010] lr: 7.500e-03, eta: 2 days, 5:21:16, time: 1.026, data_time: 0.007, memory: 10398, top1_acc: 0.6094, top5_acc: 0.8323, loss_cls: 1.6263, loss: 1.6263, grad_norm: 5.6597 2020-10-11 17:27:46,056 - mmaction - INFO - Epoch [13][4680/5010] lr: 7.500e-03, eta: 2 days, 5:20:54, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.5802, top5_acc: 0.8104, loss_cls: 1.7055, loss: 1.7055, grad_norm: 5.8786 2020-10-11 17:28:06,320 - mmaction - INFO - Epoch [13][4700/5010] lr: 7.500e-03, eta: 2 days, 5:20:32, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8208, loss_cls: 1.6559, loss: 1.6559, grad_norm: 5.5020 2020-10-11 17:28:25,990 - mmaction - INFO - Epoch [13][4720/5010] lr: 7.500e-03, eta: 2 days, 5:20:08, time: 0.983, data_time: 0.006, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8208, loss_cls: 1.7193, loss: 1.7193, grad_norm: 5.8593 2020-10-11 17:28:47,083 - mmaction - INFO - Epoch [13][4740/5010] lr: 7.500e-03, eta: 2 days, 5:19:49, time: 1.055, data_time: 0.002, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8260, loss_cls: 1.6548, loss: 1.6548, grad_norm: 5.8836 2020-10-11 17:29:07,076 - mmaction - INFO - Epoch [13][4760/5010] lr: 7.500e-03, eta: 2 days, 5:19:26, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.5802, top5_acc: 0.7917, loss_cls: 1.7832, loss: 1.7832, grad_norm: 5.8985 2020-10-11 17:29:27,961 - mmaction - INFO - Epoch [13][4780/5010] lr: 7.500e-03, eta: 2 days, 5:19:06, time: 1.048, data_time: 0.008, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8260, loss_cls: 1.6337, loss: 1.6337, grad_norm: 5.8271 2020-10-11 17:29:48,606 - mmaction - INFO - Epoch [13][4800/5010] lr: 7.500e-03, eta: 2 days, 5:18:45, time: 1.033, data_time: 0.002, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8260, loss_cls: 1.6850, loss: 1.6850, grad_norm: 6.0225 2020-10-11 17:30:08,669 - mmaction - INFO - Epoch [13][4820/5010] lr: 7.500e-03, eta: 2 days, 5:18:23, time: 1.003, data_time: 0.004, memory: 10398, top1_acc: 0.6208, top5_acc: 0.8438, loss_cls: 1.5525, loss: 1.5525, grad_norm: 5.8389 2020-10-11 17:30:29,537 - mmaction - INFO - Epoch [13][4840/5010] lr: 7.500e-03, eta: 2 days, 5:18:03, time: 1.043, data_time: 0.002, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8177, loss_cls: 1.7019, loss: 1.7019, grad_norm: 5.9436 2020-10-11 17:30:49,561 - mmaction - INFO - Epoch [13][4860/5010] lr: 7.500e-03, eta: 2 days, 5:17:40, time: 1.001, data_time: 0.002, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8125, loss_cls: 1.7228, loss: 1.7228, grad_norm: 5.8572 2020-10-11 17:31:10,963 - mmaction - INFO - Epoch [13][4880/5010] lr: 7.500e-03, eta: 2 days, 5:17:21, time: 1.070, data_time: 0.005, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8323, loss_cls: 1.6223, loss: 1.6223, grad_norm: 6.1461 2020-10-11 17:31:31,261 - mmaction - INFO - Epoch [13][4900/5010] lr: 7.500e-03, eta: 2 days, 5:17:00, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.5583, top5_acc: 0.8000, loss_cls: 1.8378, loss: 1.8378, grad_norm: 6.1370 2020-10-11 17:31:51,415 - mmaction - INFO - Epoch [13][4920/5010] lr: 7.500e-03, eta: 2 days, 5:16:37, time: 1.009, data_time: 0.003, memory: 10398, top1_acc: 0.5812, top5_acc: 0.8104, loss_cls: 1.7184, loss: 1.7184, grad_norm: 5.8390 2020-10-11 17:32:10,820 - mmaction - INFO - Epoch [13][4940/5010] lr: 7.500e-03, eta: 2 days, 5:16:13, time: 0.968, data_time: 0.004, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8313, loss_cls: 1.6597, loss: 1.6597, grad_norm: 6.1812 2020-10-11 17:32:32,368 - mmaction - INFO - Epoch [13][4960/5010] lr: 7.500e-03, eta: 2 days, 5:15:55, time: 1.077, data_time: 0.008, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8052, loss_cls: 1.7632, loss: 1.7632, grad_norm: 5.9127 2020-10-11 17:32:52,799 - mmaction - INFO - Epoch [13][4980/5010] lr: 7.500e-03, eta: 2 days, 5:15:33, time: 1.024, data_time: 0.008, memory: 10398, top1_acc: 0.5729, top5_acc: 0.8167, loss_cls: 1.7028, loss: 1.7028, grad_norm: 5.8738 2020-10-11 17:33:12,571 - mmaction - INFO - Epoch [13][5000/5010] lr: 7.500e-03, eta: 2 days, 5:15:10, time: 0.988, data_time: 0.004, memory: 10398, top1_acc: 0.5937, top5_acc: 0.8146, loss_cls: 1.7177, loss: 1.7177, grad_norm: 5.9348 2020-10-11 17:33:56,857 - mmaction - INFO - Epoch [14][20/5010] lr: 7.500e-03, eta: 2 days, 5:14:46, time: 1.675, data_time: 0.800, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8125, loss_cls: 1.6417, loss: 1.6417, grad_norm: 5.7841 2020-10-11 17:34:15,262 - mmaction - INFO - Epoch [14][40/5010] lr: 7.500e-03, eta: 2 days, 5:14:19, time: 0.922, data_time: 0.007, memory: 10398, top1_acc: 0.6063, top5_acc: 0.8260, loss_cls: 1.5884, loss: 1.5884, grad_norm: 5.6688 2020-10-11 17:34:35,625 - mmaction - INFO - Epoch [14][60/5010] lr: 7.500e-03, eta: 2 days, 5:13:58, time: 1.018, data_time: 0.005, memory: 10398, top1_acc: 0.5740, top5_acc: 0.8156, loss_cls: 1.7037, loss: 1.7037, grad_norm: 5.9410 2020-10-11 17:34:57,020 - mmaction - INFO - Epoch [14][80/5010] lr: 7.500e-03, eta: 2 days, 5:13:39, time: 1.069, data_time: 0.002, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8323, loss_cls: 1.6533, loss: 1.6533, grad_norm: 5.8524 2020-10-11 17:35:16,474 - mmaction - INFO - Epoch [14][100/5010] lr: 7.500e-03, eta: 2 days, 5:13:14, time: 0.969, data_time: 0.007, memory: 10398, top1_acc: 0.5750, top5_acc: 0.7854, loss_cls: 1.7625, loss: 1.7625, grad_norm: 6.2743 2020-10-11 17:35:36,551 - mmaction - INFO - Epoch [14][120/5010] lr: 7.500e-03, eta: 2 days, 5:12:52, time: 1.007, data_time: 0.007, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8135, loss_cls: 1.6689, loss: 1.6689, grad_norm: 5.6924 2020-10-11 17:35:57,382 - mmaction - INFO - Epoch [14][140/5010] lr: 7.500e-03, eta: 2 days, 5:12:32, time: 1.041, data_time: 0.007, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8240, loss_cls: 1.5875, loss: 1.5875, grad_norm: 5.7944 2020-10-11 17:36:17,116 - mmaction - INFO - Epoch [14][160/5010] lr: 7.500e-03, eta: 2 days, 5:12:09, time: 0.987, data_time: 0.007, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8313, loss_cls: 1.6537, loss: 1.6537, grad_norm: 5.9673 2020-10-11 17:36:37,655 - mmaction - INFO - Epoch [14][180/5010] lr: 7.500e-03, eta: 2 days, 5:11:47, time: 1.024, data_time: 0.006, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8500, loss_cls: 1.5341, loss: 1.5341, grad_norm: 5.9739 2020-10-11 17:36:57,905 - mmaction - INFO - Epoch [14][200/5010] lr: 7.500e-03, eta: 2 days, 5:11:26, time: 1.015, data_time: 0.008, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8490, loss_cls: 1.5680, loss: 1.5680, grad_norm: 6.0732 2020-10-11 17:37:19,403 - mmaction - INFO - Epoch [14][220/5010] lr: 7.500e-03, eta: 2 days, 5:11:07, time: 1.072, data_time: 0.004, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8219, loss_cls: 1.7173, loss: 1.7173, grad_norm: 6.0158 2020-10-11 17:37:39,426 - mmaction - INFO - Epoch [14][240/5010] lr: 7.500e-03, eta: 2 days, 5:10:45, time: 1.003, data_time: 0.008, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8208, loss_cls: 1.6688, loss: 1.6688, grad_norm: 5.8968 2020-10-11 17:38:00,186 - mmaction - INFO - Epoch [14][260/5010] lr: 7.500e-03, eta: 2 days, 5:10:24, time: 1.038, data_time: 0.002, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8167, loss_cls: 1.6498, loss: 1.6498, grad_norm: 5.8692 2020-10-11 17:38:21,154 - mmaction - INFO - Epoch [14][280/5010] lr: 7.500e-03, eta: 2 days, 5:10:04, time: 1.044, data_time: 0.005, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8208, loss_cls: 1.6690, loss: 1.6690, grad_norm: 5.9793 2020-10-11 17:38:40,672 - mmaction - INFO - Epoch [14][300/5010] lr: 7.500e-03, eta: 2 days, 5:09:40, time: 0.981, data_time: 0.009, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8240, loss_cls: 1.7111, loss: 1.7111, grad_norm: 6.0901 2020-10-11 17:39:02,780 - mmaction - INFO - Epoch [14][320/5010] lr: 7.500e-03, eta: 2 days, 5:09:23, time: 1.100, data_time: 0.005, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8312, loss_cls: 1.5762, loss: 1.5762, grad_norm: 5.8768 2020-10-11 17:39:23,204 - mmaction - INFO - Epoch [14][340/5010] lr: 7.500e-03, eta: 2 days, 5:09:02, time: 1.027, data_time: 0.009, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8302, loss_cls: 1.6081, loss: 1.6081, grad_norm: 5.9398 2020-10-11 17:39:44,077 - mmaction - INFO - Epoch [14][360/5010] lr: 7.500e-03, eta: 2 days, 5:08:42, time: 1.043, data_time: 0.002, memory: 10398, top1_acc: 0.6094, top5_acc: 0.8208, loss_cls: 1.6371, loss: 1.6371, grad_norm: 6.1178 2020-10-11 17:40:03,650 - mmaction - INFO - Epoch [14][380/5010] lr: 7.500e-03, eta: 2 days, 5:08:18, time: 0.980, data_time: 0.006, memory: 10398, top1_acc: 0.6271, top5_acc: 0.8437, loss_cls: 1.5952, loss: 1.5952, grad_norm: 5.9318 2020-10-11 17:40:24,361 - mmaction - INFO - Epoch [14][400/5010] lr: 7.500e-03, eta: 2 days, 5:07:58, time: 1.034, data_time: 0.002, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8208, loss_cls: 1.6854, loss: 1.6854, grad_norm: 5.8422 2020-10-11 17:40:44,923 - mmaction - INFO - Epoch [14][420/5010] lr: 7.500e-03, eta: 2 days, 5:07:37, time: 1.029, data_time: 0.003, memory: 10398, top1_acc: 0.5708, top5_acc: 0.7885, loss_cls: 1.8140, loss: 1.8140, grad_norm: 6.2214 2020-10-11 17:41:05,679 - mmaction - INFO - Epoch [14][440/5010] lr: 7.500e-03, eta: 2 days, 5:07:16, time: 1.036, data_time: 0.005, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8083, loss_cls: 1.6878, loss: 1.6878, grad_norm: 5.9358 2020-10-11 17:41:26,373 - mmaction - INFO - Epoch [14][460/5010] lr: 7.500e-03, eta: 2 days, 5:06:56, time: 1.037, data_time: 0.008, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8323, loss_cls: 1.5950, loss: 1.5950, grad_norm: 5.8136 2020-10-11 17:41:47,420 - mmaction - INFO - Epoch [14][480/5010] lr: 7.500e-03, eta: 2 days, 5:06:36, time: 1.051, data_time: 0.002, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8135, loss_cls: 1.6768, loss: 1.6768, grad_norm: 6.1714 2020-10-11 17:42:08,277 - mmaction - INFO - Epoch [14][500/5010] lr: 7.500e-03, eta: 2 days, 5:06:16, time: 1.041, data_time: 0.007, memory: 10398, top1_acc: 0.5844, top5_acc: 0.7948, loss_cls: 1.7457, loss: 1.7457, grad_norm: 5.8804 2020-10-11 17:42:29,200 - mmaction - INFO - Epoch [14][520/5010] lr: 7.500e-03, eta: 2 days, 5:05:56, time: 1.049, data_time: 0.008, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8479, loss_cls: 1.5344, loss: 1.5344, grad_norm: 5.5089 2020-10-11 17:42:50,293 - mmaction - INFO - Epoch [14][540/5010] lr: 7.500e-03, eta: 2 days, 5:05:36, time: 1.054, data_time: 0.002, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8240, loss_cls: 1.6564, loss: 1.6564, grad_norm: 6.2315 2020-10-11 17:43:10,489 - mmaction - INFO - Epoch [14][560/5010] lr: 7.500e-03, eta: 2 days, 5:05:14, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8333, loss_cls: 1.5672, loss: 1.5672, grad_norm: 5.5848 2020-10-11 17:43:30,765 - mmaction - INFO - Epoch [14][580/5010] lr: 7.500e-03, eta: 2 days, 5:04:52, time: 1.014, data_time: 0.003, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8177, loss_cls: 1.6728, loss: 1.6728, grad_norm: 6.0439 2020-10-11 17:43:51,783 - mmaction - INFO - Epoch [14][600/5010] lr: 7.500e-03, eta: 2 days, 5:04:33, time: 1.052, data_time: 0.005, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8240, loss_cls: 1.6578, loss: 1.6578, grad_norm: 5.8475 2020-10-11 17:44:12,644 - mmaction - INFO - Epoch [14][620/5010] lr: 7.500e-03, eta: 2 days, 5:04:12, time: 1.041, data_time: 0.006, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8365, loss_cls: 1.6132, loss: 1.6132, grad_norm: 5.7414 2020-10-11 17:44:33,120 - mmaction - INFO - Epoch [14][640/5010] lr: 7.500e-03, eta: 2 days, 5:03:51, time: 1.025, data_time: 0.007, memory: 10398, top1_acc: 0.6313, top5_acc: 0.8406, loss_cls: 1.5543, loss: 1.5543, grad_norm: 5.8127 2020-10-11 17:44:55,085 - mmaction - INFO - Epoch [14][660/5010] lr: 7.500e-03, eta: 2 days, 5:03:34, time: 1.099, data_time: 0.003, memory: 10398, top1_acc: 0.6219, top5_acc: 0.8375, loss_cls: 1.5810, loss: 1.5810, grad_norm: 5.9012 2020-10-11 17:45:15,214 - mmaction - INFO - Epoch [14][680/5010] lr: 7.500e-03, eta: 2 days, 5:03:12, time: 1.004, data_time: 0.004, memory: 10398, top1_acc: 0.5656, top5_acc: 0.8177, loss_cls: 1.7328, loss: 1.7328, grad_norm: 6.2384 2020-10-11 17:45:36,752 - mmaction - INFO - Epoch [14][700/5010] lr: 7.500e-03, eta: 2 days, 5:02:54, time: 1.079, data_time: 0.006, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8427, loss_cls: 1.5721, loss: 1.5721, grad_norm: 5.6601 2020-10-11 17:45:58,088 - mmaction - INFO - Epoch [14][720/5010] lr: 7.500e-03, eta: 2 days, 5:02:35, time: 1.067, data_time: 0.004, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8281, loss_cls: 1.5834, loss: 1.5834, grad_norm: 5.8194 2020-10-11 17:46:19,999 - mmaction - INFO - Epoch [14][740/5010] lr: 7.500e-03, eta: 2 days, 5:02:17, time: 1.094, data_time: 0.006, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8458, loss_cls: 1.6127, loss: 1.6127, grad_norm: 6.1073 2020-10-11 17:46:40,171 - mmaction - INFO - Epoch [14][760/5010] lr: 7.500e-03, eta: 2 days, 5:01:55, time: 1.011, data_time: 0.008, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8208, loss_cls: 1.7088, loss: 1.7088, grad_norm: 5.9983 2020-10-11 17:47:01,884 - mmaction - INFO - Epoch [14][780/5010] lr: 7.500e-03, eta: 2 days, 5:01:37, time: 1.083, data_time: 0.005, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8396, loss_cls: 1.6249, loss: 1.6249, grad_norm: 6.2057 2020-10-11 17:47:22,418 - mmaction - INFO - Epoch [14][800/5010] lr: 7.500e-03, eta: 2 days, 5:01:16, time: 1.029, data_time: 0.008, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8333, loss_cls: 1.5915, loss: 1.5915, grad_norm: 5.7906 2020-10-11 17:47:43,114 - mmaction - INFO - Epoch [14][820/5010] lr: 7.500e-03, eta: 2 days, 5:00:56, time: 1.035, data_time: 0.002, memory: 10398, top1_acc: 0.6354, top5_acc: 0.8292, loss_cls: 1.5667, loss: 1.5667, grad_norm: 5.8667 2020-10-11 17:48:03,157 - mmaction - INFO - Epoch [14][840/5010] lr: 7.500e-03, eta: 2 days, 5:00:33, time: 1.000, data_time: 0.006, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8292, loss_cls: 1.5739, loss: 1.5739, grad_norm: 5.9173 2020-10-11 17:48:24,290 - mmaction - INFO - Epoch [14][860/5010] lr: 7.500e-03, eta: 2 days, 5:00:14, time: 1.059, data_time: 0.007, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8187, loss_cls: 1.6335, loss: 1.6335, grad_norm: 5.8620 2020-10-11 17:48:44,834 - mmaction - INFO - Epoch [14][880/5010] lr: 7.500e-03, eta: 2 days, 4:59:53, time: 1.026, data_time: 0.002, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8073, loss_cls: 1.6483, loss: 1.6483, grad_norm: 5.6600 2020-10-11 17:49:05,895 - mmaction - INFO - Epoch [14][900/5010] lr: 7.500e-03, eta: 2 days, 4:59:33, time: 1.054, data_time: 0.005, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8250, loss_cls: 1.6375, loss: 1.6375, grad_norm: 5.7236 2020-10-11 17:49:27,275 - mmaction - INFO - Epoch [14][920/5010] lr: 7.500e-03, eta: 2 days, 4:59:14, time: 1.069, data_time: 0.007, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8188, loss_cls: 1.6827, loss: 1.6827, grad_norm: 6.1819 2020-10-11 17:49:48,162 - mmaction - INFO - Epoch [14][940/5010] lr: 7.500e-03, eta: 2 days, 4:58:54, time: 1.044, data_time: 0.002, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8312, loss_cls: 1.5576, loss: 1.5576, grad_norm: 6.0253 2020-10-11 17:50:08,765 - mmaction - INFO - Epoch [14][960/5010] lr: 7.500e-03, eta: 2 days, 4:58:33, time: 1.029, data_time: 0.006, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8333, loss_cls: 1.5564, loss: 1.5564, grad_norm: 6.1513 2020-10-11 17:50:29,600 - mmaction - INFO - Epoch [14][980/5010] lr: 7.500e-03, eta: 2 days, 4:58:13, time: 1.043, data_time: 0.004, memory: 10398, top1_acc: 0.5813, top5_acc: 0.8104, loss_cls: 1.7074, loss: 1.7074, grad_norm: 6.0805 2020-10-11 17:50:50,314 - mmaction - INFO - Epoch [14][1000/5010] lr: 7.500e-03, eta: 2 days, 4:57:52, time: 1.033, data_time: 0.002, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8406, loss_cls: 1.5804, loss: 1.5804, grad_norm: 5.8228 2020-10-11 17:51:11,283 - mmaction - INFO - Epoch [14][1020/5010] lr: 7.500e-03, eta: 2 days, 4:57:33, time: 1.051, data_time: 0.007, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8188, loss_cls: 1.5843, loss: 1.5843, grad_norm: 5.8127 2020-10-11 17:51:32,547 - mmaction - INFO - Epoch [14][1040/5010] lr: 7.500e-03, eta: 2 days, 4:57:14, time: 1.063, data_time: 0.005, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8323, loss_cls: 1.5904, loss: 1.5904, grad_norm: 5.8127 2020-10-11 17:51:53,745 - mmaction - INFO - Epoch [14][1060/5010] lr: 7.500e-03, eta: 2 days, 4:56:54, time: 1.060, data_time: 0.002, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8208, loss_cls: 1.6665, loss: 1.6665, grad_norm: 5.8699 2020-10-11 17:52:13,839 - mmaction - INFO - Epoch [14][1080/5010] lr: 7.500e-03, eta: 2 days, 4:56:32, time: 1.002, data_time: 0.004, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8427, loss_cls: 1.5699, loss: 1.5699, grad_norm: 5.8169 2020-10-11 17:52:35,295 - mmaction - INFO - Epoch [14][1100/5010] lr: 7.500e-03, eta: 2 days, 4:56:14, time: 1.075, data_time: 0.008, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8344, loss_cls: 1.5543, loss: 1.5543, grad_norm: 5.6001 2020-10-11 17:52:56,734 - mmaction - INFO - Epoch [14][1120/5010] lr: 7.500e-03, eta: 2 days, 4:55:55, time: 1.072, data_time: 0.002, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8240, loss_cls: 1.6222, loss: 1.6222, grad_norm: 6.0559 2020-10-11 17:53:17,332 - mmaction - INFO - Epoch [14][1140/5010] lr: 7.500e-03, eta: 2 days, 4:55:34, time: 1.027, data_time: 0.006, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8135, loss_cls: 1.6663, loss: 1.6663, grad_norm: 5.9205 2020-10-11 17:53:38,297 - mmaction - INFO - Epoch [14][1160/5010] lr: 7.500e-03, eta: 2 days, 4:55:14, time: 1.051, data_time: 0.008, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8250, loss_cls: 1.7011, loss: 1.7011, grad_norm: 6.0375 2020-10-11 17:53:59,164 - mmaction - INFO - Epoch [14][1180/5010] lr: 7.500e-03, eta: 2 days, 4:54:54, time: 1.041, data_time: 0.006, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8219, loss_cls: 1.7559, loss: 1.7559, grad_norm: 5.8355 2020-10-11 17:54:20,654 - mmaction - INFO - Epoch [14][1200/5010] lr: 7.500e-03, eta: 2 days, 4:54:35, time: 1.076, data_time: 0.008, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8312, loss_cls: 1.6622, loss: 1.6622, grad_norm: 5.8907 2020-10-11 17:54:41,004 - mmaction - INFO - Epoch [14][1220/5010] lr: 7.500e-03, eta: 2 days, 4:54:14, time: 1.016, data_time: 0.005, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8417, loss_cls: 1.5767, loss: 1.5767, grad_norm: 5.7739 2020-10-11 17:55:02,539 - mmaction - INFO - Epoch [14][1240/5010] lr: 7.500e-03, eta: 2 days, 4:53:56, time: 1.079, data_time: 0.007, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8156, loss_cls: 1.6665, loss: 1.6665, grad_norm: 5.8557 2020-10-11 17:55:23,991 - mmaction - INFO - Epoch [14][1260/5010] lr: 7.500e-03, eta: 2 days, 4:53:37, time: 1.073, data_time: 0.002, memory: 10398, top1_acc: 0.6260, top5_acc: 0.8406, loss_cls: 1.5358, loss: 1.5358, grad_norm: 5.7252 2020-10-11 17:55:43,796 - mmaction - INFO - Epoch [14][1280/5010] lr: 7.500e-03, eta: 2 days, 4:53:14, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8271, loss_cls: 1.6851, loss: 1.6851, grad_norm: 6.1033 2020-10-11 17:56:06,301 - mmaction - INFO - Epoch [14][1300/5010] lr: 7.500e-03, eta: 2 days, 4:52:58, time: 1.122, data_time: 0.005, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8323, loss_cls: 1.5968, loss: 1.5968, grad_norm: 6.0160 2020-10-11 17:56:27,005 - mmaction - INFO - Epoch [14][1320/5010] lr: 7.500e-03, eta: 2 days, 4:52:38, time: 1.039, data_time: 0.008, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8094, loss_cls: 1.7070, loss: 1.7070, grad_norm: 6.0147 2020-10-11 17:56:48,605 - mmaction - INFO - Epoch [14][1340/5010] lr: 7.500e-03, eta: 2 days, 4:52:19, time: 1.080, data_time: 0.002, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8333, loss_cls: 1.6477, loss: 1.6477, grad_norm: 5.9026 2020-10-11 17:57:10,715 - mmaction - INFO - Epoch [14][1360/5010] lr: 7.500e-03, eta: 2 days, 4:52:03, time: 1.103, data_time: 0.006, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8208, loss_cls: 1.6347, loss: 1.6347, grad_norm: 5.9611 2020-10-11 17:57:30,815 - mmaction - INFO - Epoch [14][1380/5010] lr: 7.500e-03, eta: 2 days, 4:51:40, time: 1.008, data_time: 0.006, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8344, loss_cls: 1.5481, loss: 1.5481, grad_norm: 6.0078 2020-10-11 17:57:51,949 - mmaction - INFO - Epoch [14][1400/5010] lr: 7.500e-03, eta: 2 days, 4:51:21, time: 1.057, data_time: 0.002, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8281, loss_cls: 1.6181, loss: 1.6181, grad_norm: 5.8392 2020-10-11 17:58:12,810 - mmaction - INFO - Epoch [14][1420/5010] lr: 7.500e-03, eta: 2 days, 4:51:01, time: 1.040, data_time: 0.004, memory: 10398, top1_acc: 0.5719, top5_acc: 0.7990, loss_cls: 1.8110, loss: 1.8110, grad_norm: 6.0493 2020-10-11 17:58:33,688 - mmaction - INFO - Epoch [14][1440/5010] lr: 7.500e-03, eta: 2 days, 4:50:41, time: 1.047, data_time: 0.006, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8188, loss_cls: 1.6361, loss: 1.6361, grad_norm: 5.7500 2020-10-11 17:58:55,069 - mmaction - INFO - Epoch [14][1460/5010] lr: 7.500e-03, eta: 2 days, 4:50:22, time: 1.070, data_time: 0.003, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8271, loss_cls: 1.5849, loss: 1.5849, grad_norm: 6.1100 2020-10-11 17:59:16,945 - mmaction - INFO - Epoch [14][1480/5010] lr: 7.500e-03, eta: 2 days, 4:50:04, time: 1.092, data_time: 0.006, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8177, loss_cls: 1.7547, loss: 1.7547, grad_norm: 5.8770 2020-10-11 17:59:37,583 - mmaction - INFO - Epoch [14][1500/5010] lr: 7.500e-03, eta: 2 days, 4:49:44, time: 1.034, data_time: 0.008, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8281, loss_cls: 1.6791, loss: 1.6791, grad_norm: 5.9752 2020-10-11 17:59:59,437 - mmaction - INFO - Epoch [14][1520/5010] lr: 7.500e-03, eta: 2 days, 4:49:26, time: 1.090, data_time: 0.004, memory: 10398, top1_acc: 0.6094, top5_acc: 0.8250, loss_cls: 1.6314, loss: 1.6314, grad_norm: 5.8218 2020-10-11 18:00:23,653 - mmaction - INFO - Epoch [14][1540/5010] lr: 7.500e-03, eta: 2 days, 4:49:15, time: 1.206, data_time: 0.009, memory: 10398, top1_acc: 0.5729, top5_acc: 0.8042, loss_cls: 1.7567, loss: 1.7567, grad_norm: 5.9591 2020-10-11 18:00:45,523 - mmaction - INFO - Epoch [14][1560/5010] lr: 7.500e-03, eta: 2 days, 4:48:58, time: 1.101, data_time: 0.019, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8260, loss_cls: 1.6665, loss: 1.6665, grad_norm: 6.1141 2020-10-11 18:01:07,166 - mmaction - INFO - Epoch [14][1580/5010] lr: 7.500e-03, eta: 2 days, 4:48:40, time: 1.080, data_time: 0.006, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8094, loss_cls: 1.6565, loss: 1.6565, grad_norm: 5.8631 2020-10-11 18:01:27,945 - mmaction - INFO - Epoch [14][1600/5010] lr: 7.500e-03, eta: 2 days, 4:48:19, time: 1.041, data_time: 0.008, memory: 10398, top1_acc: 0.6094, top5_acc: 0.8479, loss_cls: 1.5901, loss: 1.5901, grad_norm: 5.7628 2020-10-11 18:01:49,046 - mmaction - INFO - Epoch [14][1620/5010] lr: 7.500e-03, eta: 2 days, 4:48:00, time: 1.056, data_time: 0.002, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8208, loss_cls: 1.6639, loss: 1.6639, grad_norm: 5.8927 2020-10-11 18:02:10,723 - mmaction - INFO - Epoch [14][1640/5010] lr: 7.500e-03, eta: 2 days, 4:47:42, time: 1.084, data_time: 0.002, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8198, loss_cls: 1.6688, loss: 1.6688, grad_norm: 5.7808 2020-10-11 18:02:31,370 - mmaction - INFO - Epoch [14][1660/5010] lr: 7.500e-03, eta: 2 days, 4:47:21, time: 1.029, data_time: 0.005, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8104, loss_cls: 1.6798, loss: 1.6798, grad_norm: 6.0299 2020-10-11 18:02:53,537 - mmaction - INFO - Epoch [14][1680/5010] lr: 7.500e-03, eta: 2 days, 4:47:04, time: 1.111, data_time: 0.008, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8198, loss_cls: 1.7171, loss: 1.7171, grad_norm: 6.0664 2020-10-11 18:03:15,681 - mmaction - INFO - Epoch [14][1700/5010] lr: 7.500e-03, eta: 2 days, 4:46:48, time: 1.107, data_time: 0.006, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8031, loss_cls: 1.7212, loss: 1.7212, grad_norm: 6.0652 2020-10-11 18:03:35,946 - mmaction - INFO - Epoch [14][1720/5010] lr: 7.500e-03, eta: 2 days, 4:46:26, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8385, loss_cls: 1.5556, loss: 1.5556, grad_norm: 5.6993 2020-10-11 18:03:57,176 - mmaction - INFO - Epoch [14][1740/5010] lr: 7.500e-03, eta: 2 days, 4:46:06, time: 1.062, data_time: 0.002, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8188, loss_cls: 1.6243, loss: 1.6243, grad_norm: 5.9409 2020-10-11 18:04:19,258 - mmaction - INFO - Epoch [14][1760/5010] lr: 7.500e-03, eta: 2 days, 4:45:50, time: 1.102, data_time: 0.005, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8354, loss_cls: 1.6158, loss: 1.6158, grad_norm: 6.2836 2020-10-11 18:04:39,960 - mmaction - INFO - Epoch [14][1780/5010] lr: 7.500e-03, eta: 2 days, 4:45:29, time: 1.036, data_time: 0.005, memory: 10398, top1_acc: 0.5802, top5_acc: 0.8167, loss_cls: 1.7206, loss: 1.7206, grad_norm: 5.9929 2020-10-11 18:05:01,908 - mmaction - INFO - Epoch [14][1800/5010] lr: 7.500e-03, eta: 2 days, 4:45:12, time: 1.096, data_time: 0.006, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8177, loss_cls: 1.6963, loss: 1.6963, grad_norm: 6.2154 2020-10-11 18:05:22,666 - mmaction - INFO - Epoch [14][1820/5010] lr: 7.500e-03, eta: 2 days, 4:44:51, time: 1.040, data_time: 0.008, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8177, loss_cls: 1.6576, loss: 1.6576, grad_norm: 5.8157 2020-10-11 18:05:44,398 - mmaction - INFO - Epoch [14][1840/5010] lr: 7.500e-03, eta: 2 days, 4:44:33, time: 1.086, data_time: 0.002, memory: 10398, top1_acc: 0.6094, top5_acc: 0.8344, loss_cls: 1.5791, loss: 1.5791, grad_norm: 5.7478 2020-10-11 18:06:05,092 - mmaction - INFO - Epoch [14][1860/5010] lr: 7.500e-03, eta: 2 days, 4:44:13, time: 1.035, data_time: 0.006, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8208, loss_cls: 1.6302, loss: 1.6302, grad_norm: 5.9230 2020-10-11 18:06:26,397 - mmaction - INFO - Epoch [14][1880/5010] lr: 7.500e-03, eta: 2 days, 4:43:54, time: 1.065, data_time: 0.006, memory: 10398, top1_acc: 0.6375, top5_acc: 0.8490, loss_cls: 1.4763, loss: 1.4763, grad_norm: 5.8430 2020-10-11 18:06:47,923 - mmaction - INFO - Epoch [14][1900/5010] lr: 7.500e-03, eta: 2 days, 4:43:35, time: 1.076, data_time: 0.002, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8198, loss_cls: 1.6813, loss: 1.6813, grad_norm: 6.0076 2020-10-11 18:07:09,870 - mmaction - INFO - Epoch [14][1920/5010] lr: 7.500e-03, eta: 2 days, 4:43:18, time: 1.096, data_time: 0.006, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8146, loss_cls: 1.6908, loss: 1.6908, grad_norm: 5.8225 2020-10-11 18:07:32,097 - mmaction - INFO - Epoch [14][1940/5010] lr: 7.500e-03, eta: 2 days, 4:43:01, time: 1.111, data_time: 0.006, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8292, loss_cls: 1.6203, loss: 1.6203, grad_norm: 5.9222 2020-10-11 18:07:53,356 - mmaction - INFO - Epoch [14][1960/5010] lr: 7.500e-03, eta: 2 days, 4:42:42, time: 1.066, data_time: 0.008, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8250, loss_cls: 1.6657, loss: 1.6657, grad_norm: 5.8816 2020-10-11 18:08:13,971 - mmaction - INFO - Epoch [14][1980/5010] lr: 7.500e-03, eta: 2 days, 4:42:21, time: 1.028, data_time: 0.006, memory: 10398, top1_acc: 0.5937, top5_acc: 0.8229, loss_cls: 1.6487, loss: 1.6487, grad_norm: 5.9443 2020-10-11 18:08:35,146 - mmaction - INFO - Epoch [14][2000/5010] lr: 7.500e-03, eta: 2 days, 4:42:02, time: 1.061, data_time: 0.006, memory: 10398, top1_acc: 0.6542, top5_acc: 0.8375, loss_cls: 1.5520, loss: 1.5520, grad_norm: 5.9381 2020-10-11 18:08:56,317 - mmaction - INFO - Epoch [14][2020/5010] lr: 7.500e-03, eta: 2 days, 4:41:43, time: 1.059, data_time: 0.006, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8094, loss_cls: 1.6821, loss: 1.6821, grad_norm: 6.0189 2020-10-11 18:09:17,668 - mmaction - INFO - Epoch [14][2040/5010] lr: 7.500e-03, eta: 2 days, 4:41:24, time: 1.064, data_time: 0.005, memory: 10398, top1_acc: 0.6240, top5_acc: 0.8260, loss_cls: 1.6402, loss: 1.6402, grad_norm: 6.0184 2020-10-11 18:09:38,745 - mmaction - INFO - Epoch [14][2060/5010] lr: 7.500e-03, eta: 2 days, 4:41:04, time: 1.057, data_time: 0.007, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8271, loss_cls: 1.6280, loss: 1.6280, grad_norm: 5.7954 2020-10-11 18:09:59,472 - mmaction - INFO - Epoch [14][2080/5010] lr: 7.500e-03, eta: 2 days, 4:40:43, time: 1.034, data_time: 0.005, memory: 10398, top1_acc: 0.5729, top5_acc: 0.8271, loss_cls: 1.6863, loss: 1.6863, grad_norm: 6.0041 2020-10-11 18:10:20,535 - mmaction - INFO - Epoch [14][2100/5010] lr: 7.500e-03, eta: 2 days, 4:40:24, time: 1.055, data_time: 0.007, memory: 10398, top1_acc: 0.6094, top5_acc: 0.8323, loss_cls: 1.6202, loss: 1.6202, grad_norm: 5.9156 2020-10-11 18:10:42,093 - mmaction - INFO - Epoch [14][2120/5010] lr: 7.500e-03, eta: 2 days, 4:40:05, time: 1.075, data_time: 0.006, memory: 10398, top1_acc: 0.6219, top5_acc: 0.8427, loss_cls: 1.5525, loss: 1.5525, grad_norm: 6.0104 2020-10-11 18:11:03,246 - mmaction - INFO - Epoch [14][2140/5010] lr: 7.500e-03, eta: 2 days, 4:39:46, time: 1.061, data_time: 0.008, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8354, loss_cls: 1.5570, loss: 1.5570, grad_norm: 5.6477 2020-10-11 18:11:24,315 - mmaction - INFO - Epoch [14][2160/5010] lr: 7.500e-03, eta: 2 days, 4:39:26, time: 1.053, data_time: 0.005, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8188, loss_cls: 1.7078, loss: 1.7078, grad_norm: 5.9556 2020-10-11 18:11:45,994 - mmaction - INFO - Epoch [14][2180/5010] lr: 7.500e-03, eta: 2 days, 4:39:08, time: 1.084, data_time: 0.002, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8344, loss_cls: 1.5988, loss: 1.5988, grad_norm: 5.8771 2020-10-11 18:12:06,920 - mmaction - INFO - Epoch [14][2200/5010] lr: 7.500e-03, eta: 2 days, 4:38:48, time: 1.044, data_time: 0.007, memory: 10398, top1_acc: 0.5740, top5_acc: 0.8292, loss_cls: 1.6519, loss: 1.6519, grad_norm: 5.9741 2020-10-11 18:12:30,098 - mmaction - INFO - Epoch [14][2220/5010] lr: 7.500e-03, eta: 2 days, 4:38:34, time: 1.162, data_time: 0.008, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8396, loss_cls: 1.6417, loss: 1.6417, grad_norm: 6.0805 2020-10-11 18:12:51,523 - mmaction - INFO - Epoch [14][2240/5010] lr: 7.500e-03, eta: 2 days, 4:38:16, time: 1.071, data_time: 0.002, memory: 10398, top1_acc: 0.5646, top5_acc: 0.8052, loss_cls: 1.7627, loss: 1.7627, grad_norm: 6.1618 2020-10-11 18:13:12,321 - mmaction - INFO - Epoch [14][2260/5010] lr: 7.500e-03, eta: 2 days, 4:37:55, time: 1.040, data_time: 0.006, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8063, loss_cls: 1.7281, loss: 1.7281, grad_norm: 5.8788 2020-10-11 18:13:33,573 - mmaction - INFO - Epoch [14][2280/5010] lr: 7.500e-03, eta: 2 days, 4:37:36, time: 1.062, data_time: 0.005, memory: 10398, top1_acc: 0.5760, top5_acc: 0.8094, loss_cls: 1.7239, loss: 1.7239, grad_norm: 6.1656 2020-10-11 18:13:55,071 - mmaction - INFO - Epoch [14][2300/5010] lr: 7.500e-03, eta: 2 days, 4:37:18, time: 1.075, data_time: 0.002, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8156, loss_cls: 1.7343, loss: 1.7343, grad_norm: 5.9586 2020-10-11 18:14:16,920 - mmaction - INFO - Epoch [14][2320/5010] lr: 7.500e-03, eta: 2 days, 4:37:00, time: 1.092, data_time: 0.005, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8260, loss_cls: 1.6919, loss: 1.6919, grad_norm: 6.1224 2020-10-11 18:14:38,008 - mmaction - INFO - Epoch [14][2340/5010] lr: 7.500e-03, eta: 2 days, 4:36:40, time: 1.055, data_time: 0.004, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8167, loss_cls: 1.7346, loss: 1.7346, grad_norm: 6.1245 2020-10-11 18:14:59,900 - mmaction - INFO - Epoch [14][2360/5010] lr: 7.500e-03, eta: 2 days, 4:36:23, time: 1.092, data_time: 0.005, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8219, loss_cls: 1.6968, loss: 1.6968, grad_norm: 5.9651 2020-10-11 18:15:20,935 - mmaction - INFO - Epoch [14][2380/5010] lr: 7.500e-03, eta: 2 days, 4:36:03, time: 1.054, data_time: 0.007, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8302, loss_cls: 1.5740, loss: 1.5740, grad_norm: 6.0722 2020-10-11 18:15:43,318 - mmaction - INFO - Epoch [14][2400/5010] lr: 7.500e-03, eta: 2 days, 4:35:47, time: 1.116, data_time: 0.005, memory: 10398, top1_acc: 0.5635, top5_acc: 0.8094, loss_cls: 1.8010, loss: 1.8010, grad_norm: 6.4931 2020-10-11 18:16:04,194 - mmaction - INFO - Epoch [14][2420/5010] lr: 7.500e-03, eta: 2 days, 4:35:27, time: 1.047, data_time: 0.007, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8208, loss_cls: 1.7176, loss: 1.7176, grad_norm: 6.1058 2020-10-11 18:16:25,540 - mmaction - INFO - Epoch [14][2440/5010] lr: 7.500e-03, eta: 2 days, 4:35:08, time: 1.068, data_time: 0.005, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8115, loss_cls: 1.7094, loss: 1.7094, grad_norm: 5.9463 2020-10-11 18:16:46,548 - mmaction - INFO - Epoch [14][2460/5010] lr: 7.500e-03, eta: 2 days, 4:34:48, time: 1.050, data_time: 0.002, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8427, loss_cls: 1.5718, loss: 1.5718, grad_norm: 5.9023 2020-10-11 18:17:08,546 - mmaction - INFO - Epoch [14][2480/5010] lr: 7.500e-03, eta: 2 days, 4:34:31, time: 1.097, data_time: 0.003, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8052, loss_cls: 1.7046, loss: 1.7046, grad_norm: 5.9968 2020-10-11 18:17:30,363 - mmaction - INFO - Epoch [14][2500/5010] lr: 7.500e-03, eta: 2 days, 4:34:13, time: 1.093, data_time: 0.007, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8333, loss_cls: 1.6080, loss: 1.6080, grad_norm: 5.8762 2020-10-11 18:17:51,790 - mmaction - INFO - Epoch [14][2520/5010] lr: 7.500e-03, eta: 2 days, 4:33:54, time: 1.071, data_time: 0.003, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8365, loss_cls: 1.6611, loss: 1.6611, grad_norm: 6.1778 2020-10-11 18:18:13,372 - mmaction - INFO - Epoch [14][2540/5010] lr: 7.500e-03, eta: 2 days, 4:33:36, time: 1.079, data_time: 0.006, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8302, loss_cls: 1.5927, loss: 1.5927, grad_norm: 6.0008 2020-10-11 18:18:35,542 - mmaction - INFO - Epoch [14][2560/5010] lr: 7.500e-03, eta: 2 days, 4:33:19, time: 1.109, data_time: 0.004, memory: 10398, top1_acc: 0.5615, top5_acc: 0.8125, loss_cls: 1.7573, loss: 1.7573, grad_norm: 6.0237 2020-10-11 18:18:56,622 - mmaction - INFO - Epoch [14][2580/5010] lr: 7.500e-03, eta: 2 days, 4:33:00, time: 1.054, data_time: 0.002, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8312, loss_cls: 1.6056, loss: 1.6056, grad_norm: 5.9009 2020-10-11 18:19:18,280 - mmaction - INFO - Epoch [14][2600/5010] lr: 7.500e-03, eta: 2 days, 4:32:42, time: 1.081, data_time: 0.006, memory: 10398, top1_acc: 0.5750, top5_acc: 0.8187, loss_cls: 1.6909, loss: 1.6909, grad_norm: 5.9949 2020-10-11 18:19:39,745 - mmaction - INFO - Epoch [14][2620/5010] lr: 7.500e-03, eta: 2 days, 4:32:23, time: 1.074, data_time: 0.005, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8260, loss_cls: 1.6736, loss: 1.6736, grad_norm: 6.1263 2020-10-11 18:20:01,259 - mmaction - INFO - Epoch [14][2640/5010] lr: 7.500e-03, eta: 2 days, 4:32:04, time: 1.074, data_time: 0.006, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8365, loss_cls: 1.5417, loss: 1.5417, grad_norm: 5.6830 2020-10-11 18:20:22,412 - mmaction - INFO - Epoch [14][2660/5010] lr: 7.500e-03, eta: 2 days, 4:31:45, time: 1.061, data_time: 0.008, memory: 10398, top1_acc: 0.5937, top5_acc: 0.8333, loss_cls: 1.6238, loss: 1.6238, grad_norm: 6.0582 2020-10-11 18:20:44,327 - mmaction - INFO - Epoch [14][2680/5010] lr: 7.500e-03, eta: 2 days, 4:31:28, time: 1.096, data_time: 0.002, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8323, loss_cls: 1.6169, loss: 1.6169, grad_norm: 5.7555 2020-10-11 18:21:05,382 - mmaction - INFO - Epoch [14][2700/5010] lr: 7.500e-03, eta: 2 days, 4:31:08, time: 1.050, data_time: 0.004, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8375, loss_cls: 1.5767, loss: 1.5767, grad_norm: 5.7306 2020-10-11 18:21:27,446 - mmaction - INFO - Epoch [14][2720/5010] lr: 7.500e-03, eta: 2 days, 4:30:51, time: 1.104, data_time: 0.007, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8240, loss_cls: 1.6831, loss: 1.6831, grad_norm: 5.9808 2020-10-11 18:21:48,951 - mmaction - INFO - Epoch [14][2740/5010] lr: 7.500e-03, eta: 2 days, 4:30:32, time: 1.076, data_time: 0.004, memory: 10398, top1_acc: 0.5740, top5_acc: 0.8260, loss_cls: 1.7003, loss: 1.7003, grad_norm: 5.8019 2020-10-11 18:22:10,472 - mmaction - INFO - Epoch [14][2760/5010] lr: 7.500e-03, eta: 2 days, 4:30:14, time: 1.078, data_time: 0.004, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8125, loss_cls: 1.7410, loss: 1.7410, grad_norm: 5.9364 2020-10-11 18:22:32,666 - mmaction - INFO - Epoch [14][2780/5010] lr: 7.500e-03, eta: 2 days, 4:29:57, time: 1.107, data_time: 0.003, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8135, loss_cls: 1.7398, loss: 1.7398, grad_norm: 5.9699 2020-10-11 18:22:53,008 - mmaction - INFO - Epoch [14][2800/5010] lr: 7.500e-03, eta: 2 days, 4:29:35, time: 1.020, data_time: 0.008, memory: 10398, top1_acc: 0.5813, top5_acc: 0.8281, loss_cls: 1.6939, loss: 1.6939, grad_norm: 5.8006 2020-10-11 18:23:14,423 - mmaction - INFO - Epoch [14][2820/5010] lr: 7.500e-03, eta: 2 days, 4:29:16, time: 1.067, data_time: 0.006, memory: 10398, top1_acc: 0.5646, top5_acc: 0.7865, loss_cls: 1.7889, loss: 1.7889, grad_norm: 6.0384 2020-10-11 18:23:36,789 - mmaction - INFO - Epoch [14][2840/5010] lr: 7.500e-03, eta: 2 days, 4:29:00, time: 1.120, data_time: 0.008, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8313, loss_cls: 1.5985, loss: 1.5985, grad_norm: 5.7732 2020-10-11 18:23:58,808 - mmaction - INFO - Epoch [14][2860/5010] lr: 7.500e-03, eta: 2 days, 4:28:43, time: 1.102, data_time: 0.007, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8250, loss_cls: 1.6651, loss: 1.6651, grad_norm: 5.9068 2020-10-11 18:24:19,553 - mmaction - INFO - Epoch [14][2880/5010] lr: 7.500e-03, eta: 2 days, 4:28:22, time: 1.035, data_time: 0.006, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8240, loss_cls: 1.7168, loss: 1.7168, grad_norm: 6.1147 2020-10-11 18:24:42,549 - mmaction - INFO - Epoch [14][2900/5010] lr: 7.500e-03, eta: 2 days, 4:28:08, time: 1.154, data_time: 0.007, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8052, loss_cls: 1.7415, loss: 1.7415, grad_norm: 5.9405 2020-10-11 18:25:03,353 - mmaction - INFO - Epoch [14][2920/5010] lr: 7.500e-03, eta: 2 days, 4:27:48, time: 1.038, data_time: 0.002, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8365, loss_cls: 1.6649, loss: 1.6649, grad_norm: 6.1301 2020-10-11 18:25:23,593 - mmaction - INFO - Epoch [14][2940/5010] lr: 7.500e-03, eta: 2 days, 4:27:26, time: 1.014, data_time: 0.004, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8292, loss_cls: 1.6188, loss: 1.6188, grad_norm: 6.2078 2020-10-11 18:25:45,313 - mmaction - INFO - Epoch [14][2960/5010] lr: 7.500e-03, eta: 2 days, 4:27:08, time: 1.086, data_time: 0.002, memory: 10398, top1_acc: 0.5833, top5_acc: 0.7927, loss_cls: 1.7814, loss: 1.7814, grad_norm: 6.0153 2020-10-11 18:26:06,972 - mmaction - INFO - Epoch [14][2980/5010] lr: 7.500e-03, eta: 2 days, 4:26:50, time: 1.083, data_time: 0.007, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8104, loss_cls: 1.6358, loss: 1.6358, grad_norm: 5.9123 2020-10-11 18:26:28,858 - mmaction - INFO - Epoch [14][3000/5010] lr: 7.500e-03, eta: 2 days, 4:26:32, time: 1.094, data_time: 0.007, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8292, loss_cls: 1.6311, loss: 1.6311, grad_norm: 5.8972 2020-10-11 18:26:50,130 - mmaction - INFO - Epoch [14][3020/5010] lr: 7.500e-03, eta: 2 days, 4:26:13, time: 1.064, data_time: 0.002, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8312, loss_cls: 1.7287, loss: 1.7287, grad_norm: 6.2818 2020-10-11 18:27:11,034 - mmaction - INFO - Epoch [14][3040/5010] lr: 7.500e-03, eta: 2 days, 4:25:53, time: 1.046, data_time: 0.004, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8313, loss_cls: 1.6312, loss: 1.6312, grad_norm: 5.7111 2020-10-11 18:27:32,528 - mmaction - INFO - Epoch [14][3060/5010] lr: 7.500e-03, eta: 2 days, 4:25:34, time: 1.075, data_time: 0.006, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8240, loss_cls: 1.6650, loss: 1.6650, grad_norm: 6.0392 2020-10-11 18:27:53,621 - mmaction - INFO - Epoch [14][3080/5010] lr: 7.500e-03, eta: 2 days, 4:25:14, time: 1.054, data_time: 0.004, memory: 10398, top1_acc: 0.5937, top5_acc: 0.8229, loss_cls: 1.6292, loss: 1.6292, grad_norm: 5.7659 2020-10-11 18:28:14,833 - mmaction - INFO - Epoch [14][3100/5010] lr: 7.500e-03, eta: 2 days, 4:24:55, time: 1.059, data_time: 0.005, memory: 10398, top1_acc: 0.5750, top5_acc: 0.8052, loss_cls: 1.7650, loss: 1.7650, grad_norm: 6.1218 2020-10-11 18:28:36,673 - mmaction - INFO - Epoch [14][3120/5010] lr: 7.500e-03, eta: 2 days, 4:24:37, time: 1.090, data_time: 0.007, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8354, loss_cls: 1.5977, loss: 1.5977, grad_norm: 5.8696 2020-10-11 18:28:57,790 - mmaction - INFO - Epoch [14][3140/5010] lr: 7.500e-03, eta: 2 days, 4:24:18, time: 1.060, data_time: 0.007, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8302, loss_cls: 1.6414, loss: 1.6414, grad_norm: 5.8963 2020-10-11 18:29:19,421 - mmaction - INFO - Epoch [14][3160/5010] lr: 7.500e-03, eta: 2 days, 4:23:59, time: 1.078, data_time: 0.005, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8313, loss_cls: 1.6033, loss: 1.6033, grad_norm: 5.7454 2020-10-11 18:29:40,493 - mmaction - INFO - Epoch [14][3180/5010] lr: 7.500e-03, eta: 2 days, 4:23:40, time: 1.056, data_time: 0.008, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8115, loss_cls: 1.7324, loss: 1.7324, grad_norm: 6.0915 2020-10-11 18:30:02,284 - mmaction - INFO - Epoch [14][3200/5010] lr: 7.500e-03, eta: 2 days, 4:23:22, time: 1.090, data_time: 0.006, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8354, loss_cls: 1.5994, loss: 1.5994, grad_norm: 6.0701 2020-10-11 18:30:23,049 - mmaction - INFO - Epoch [14][3220/5010] lr: 7.500e-03, eta: 2 days, 4:23:01, time: 1.039, data_time: 0.004, memory: 10398, top1_acc: 0.5531, top5_acc: 0.8188, loss_cls: 1.7876, loss: 1.7876, grad_norm: 5.9083 2020-10-11 18:30:44,001 - mmaction - INFO - Epoch [14][3240/5010] lr: 7.500e-03, eta: 2 days, 4:22:41, time: 1.048, data_time: 0.002, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8281, loss_cls: 1.6421, loss: 1.6421, grad_norm: 5.8511 2020-10-11 18:31:06,883 - mmaction - INFO - Epoch [14][3260/5010] lr: 7.500e-03, eta: 2 days, 4:22:26, time: 1.143, data_time: 0.005, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8240, loss_cls: 1.6577, loss: 1.6577, grad_norm: 5.8671 2020-10-11 18:31:28,554 - mmaction - INFO - Epoch [14][3280/5010] lr: 7.500e-03, eta: 2 days, 4:22:08, time: 1.085, data_time: 0.004, memory: 10398, top1_acc: 0.5635, top5_acc: 0.8177, loss_cls: 1.7358, loss: 1.7358, grad_norm: 6.1887 2020-10-11 18:31:49,050 - mmaction - INFO - Epoch [14][3300/5010] lr: 7.500e-03, eta: 2 days, 4:21:47, time: 1.025, data_time: 0.002, memory: 10398, top1_acc: 0.5688, top5_acc: 0.8167, loss_cls: 1.7257, loss: 1.7257, grad_norm: 6.2032 2020-10-11 18:32:10,182 - mmaction - INFO - Epoch [14][3320/5010] lr: 7.500e-03, eta: 2 days, 4:21:27, time: 1.056, data_time: 0.005, memory: 10398, top1_acc: 0.6333, top5_acc: 0.8281, loss_cls: 1.5827, loss: 1.5827, grad_norm: 5.7014 2020-10-11 18:32:31,282 - mmaction - INFO - Epoch [14][3340/5010] lr: 7.500e-03, eta: 2 days, 4:21:08, time: 1.053, data_time: 0.005, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8125, loss_cls: 1.7275, loss: 1.7275, grad_norm: 6.0870 2020-10-11 18:32:53,172 - mmaction - INFO - Epoch [14][3360/5010] lr: 7.500e-03, eta: 2 days, 4:20:50, time: 1.097, data_time: 0.006, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8281, loss_cls: 1.6899, loss: 1.6899, grad_norm: 6.0875 2020-10-11 18:33:13,979 - mmaction - INFO - Epoch [14][3380/5010] lr: 7.500e-03, eta: 2 days, 4:20:30, time: 1.040, data_time: 0.006, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8198, loss_cls: 1.7686, loss: 1.7686, grad_norm: 5.9472 2020-10-11 18:33:35,094 - mmaction - INFO - Epoch [14][3400/5010] lr: 7.500e-03, eta: 2 days, 4:20:10, time: 1.053, data_time: 0.002, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8365, loss_cls: 1.6349, loss: 1.6349, grad_norm: 5.9523 2020-10-11 18:33:56,130 - mmaction - INFO - Epoch [14][3420/5010] lr: 7.500e-03, eta: 2 days, 4:19:50, time: 1.054, data_time: 0.006, memory: 10398, top1_acc: 0.5729, top5_acc: 0.8052, loss_cls: 1.7616, loss: 1.7616, grad_norm: 5.8113 2020-10-11 18:34:17,539 - mmaction - INFO - Epoch [14][3440/5010] lr: 7.500e-03, eta: 2 days, 4:19:31, time: 1.071, data_time: 0.005, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8167, loss_cls: 1.6919, loss: 1.6919, grad_norm: 6.1319 2020-10-11 18:34:39,381 - mmaction - INFO - Epoch [14][3460/5010] lr: 7.500e-03, eta: 2 days, 4:19:14, time: 1.088, data_time: 0.005, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8167, loss_cls: 1.7189, loss: 1.7189, grad_norm: 6.0068 2020-10-11 18:34:59,658 - mmaction - INFO - Epoch [14][3480/5010] lr: 7.500e-03, eta: 2 days, 4:18:52, time: 1.018, data_time: 0.007, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8094, loss_cls: 1.7350, loss: 1.7350, grad_norm: 6.0826 2020-10-11 18:35:21,169 - mmaction - INFO - Epoch [14][3500/5010] lr: 7.500e-03, eta: 2 days, 4:18:33, time: 1.074, data_time: 0.004, memory: 10398, top1_acc: 0.5615, top5_acc: 0.8219, loss_cls: 1.7186, loss: 1.7186, grad_norm: 6.2796 2020-10-11 18:35:42,269 - mmaction - INFO - Epoch [14][3520/5010] lr: 7.500e-03, eta: 2 days, 4:18:14, time: 1.057, data_time: 0.006, memory: 10398, top1_acc: 0.5729, top5_acc: 0.8208, loss_cls: 1.7271, loss: 1.7271, grad_norm: 6.2223 2020-10-11 18:36:03,348 - mmaction - INFO - Epoch [14][3540/5010] lr: 7.500e-03, eta: 2 days, 4:17:54, time: 1.050, data_time: 0.005, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8438, loss_cls: 1.6088, loss: 1.6088, grad_norm: 5.8041 2020-10-11 18:36:24,503 - mmaction - INFO - Epoch [14][3560/5010] lr: 7.500e-03, eta: 2 days, 4:17:34, time: 1.062, data_time: 0.007, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8333, loss_cls: 1.6237, loss: 1.6237, grad_norm: 5.8390 2020-10-11 18:36:46,373 - mmaction - INFO - Epoch [14][3580/5010] lr: 7.500e-03, eta: 2 days, 4:17:17, time: 1.093, data_time: 0.002, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8156, loss_cls: 1.6579, loss: 1.6579, grad_norm: 6.0348 2020-10-11 18:37:07,237 - mmaction - INFO - Epoch [14][3600/5010] lr: 7.500e-03, eta: 2 days, 4:16:56, time: 1.041, data_time: 0.006, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8188, loss_cls: 1.6245, loss: 1.6245, grad_norm: 5.9779 2020-10-11 18:37:28,040 - mmaction - INFO - Epoch [14][3620/5010] lr: 7.500e-03, eta: 2 days, 4:16:36, time: 1.044, data_time: 0.009, memory: 10398, top1_acc: 0.5937, top5_acc: 0.8167, loss_cls: 1.7063, loss: 1.7063, grad_norm: 5.9499 2020-10-11 18:37:49,159 - mmaction - INFO - Epoch [14][3640/5010] lr: 7.500e-03, eta: 2 days, 4:16:16, time: 1.056, data_time: 0.002, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8052, loss_cls: 1.6804, loss: 1.6804, grad_norm: 5.7769 2020-10-11 18:38:09,615 - mmaction - INFO - Epoch [14][3660/5010] lr: 7.500e-03, eta: 2 days, 4:15:55, time: 1.020, data_time: 0.004, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8125, loss_cls: 1.6762, loss: 1.6762, grad_norm: 5.8904 2020-10-11 18:38:31,042 - mmaction - INFO - Epoch [14][3680/5010] lr: 7.500e-03, eta: 2 days, 4:15:36, time: 1.074, data_time: 0.008, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8188, loss_cls: 1.7122, loss: 1.7122, grad_norm: 5.9659 2020-10-11 18:38:52,110 - mmaction - INFO - Epoch [14][3700/5010] lr: 7.500e-03, eta: 2 days, 4:15:16, time: 1.053, data_time: 0.002, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8052, loss_cls: 1.7162, loss: 1.7162, grad_norm: 6.0326 2020-10-11 18:39:12,699 - mmaction - INFO - Epoch [14][3720/5010] lr: 7.500e-03, eta: 2 days, 4:14:55, time: 1.027, data_time: 0.006, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8115, loss_cls: 1.6889, loss: 1.6889, grad_norm: 5.8743 2020-10-11 18:39:33,868 - mmaction - INFO - Epoch [14][3740/5010] lr: 7.500e-03, eta: 2 days, 4:14:36, time: 1.062, data_time: 0.008, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8094, loss_cls: 1.7062, loss: 1.7062, grad_norm: 6.0257 2020-10-11 18:39:54,486 - mmaction - INFO - Epoch [14][3760/5010] lr: 7.500e-03, eta: 2 days, 4:14:15, time: 1.030, data_time: 0.002, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8438, loss_cls: 1.5678, loss: 1.5678, grad_norm: 5.7645 2020-10-11 18:40:15,716 - mmaction - INFO - Epoch [14][3780/5010] lr: 7.500e-03, eta: 2 days, 4:13:55, time: 1.059, data_time: 0.005, memory: 10398, top1_acc: 0.5812, top5_acc: 0.7875, loss_cls: 1.7966, loss: 1.7966, grad_norm: 6.0491 2020-10-11 18:40:36,912 - mmaction - INFO - Epoch [14][3800/5010] lr: 7.500e-03, eta: 2 days, 4:13:36, time: 1.057, data_time: 0.008, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8396, loss_cls: 1.5614, loss: 1.5614, grad_norm: 5.7696 2020-10-11 18:40:58,020 - mmaction - INFO - Epoch [14][3820/5010] lr: 7.500e-03, eta: 2 days, 4:13:17, time: 1.060, data_time: 0.008, memory: 10398, top1_acc: 0.5521, top5_acc: 0.8000, loss_cls: 1.7738, loss: 1.7738, grad_norm: 6.0010 2020-10-11 18:41:19,532 - mmaction - INFO - Epoch [14][3840/5010] lr: 7.500e-03, eta: 2 days, 4:12:58, time: 1.072, data_time: 0.006, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8250, loss_cls: 1.6398, loss: 1.6398, grad_norm: 5.8074 2020-10-11 18:41:39,722 - mmaction - INFO - Epoch [14][3860/5010] lr: 7.500e-03, eta: 2 days, 4:12:36, time: 1.013, data_time: 0.007, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8042, loss_cls: 1.6879, loss: 1.6879, grad_norm: 5.8585 2020-10-11 18:42:00,832 - mmaction - INFO - Epoch [14][3880/5010] lr: 7.500e-03, eta: 2 days, 4:12:16, time: 1.056, data_time: 0.002, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8073, loss_cls: 1.7359, loss: 1.7359, grad_norm: 6.0213 2020-10-11 18:42:22,303 - mmaction - INFO - Epoch [14][3900/5010] lr: 7.500e-03, eta: 2 days, 4:11:57, time: 1.072, data_time: 0.005, memory: 10398, top1_acc: 0.6094, top5_acc: 0.8198, loss_cls: 1.6263, loss: 1.6263, grad_norm: 5.7323 2020-10-11 18:42:42,636 - mmaction - INFO - Epoch [14][3920/5010] lr: 7.500e-03, eta: 2 days, 4:11:36, time: 1.018, data_time: 0.003, memory: 10398, top1_acc: 0.5750, top5_acc: 0.7875, loss_cls: 1.8455, loss: 1.8455, grad_norm: 6.1339 2020-10-11 18:43:03,241 - mmaction - INFO - Epoch [14][3940/5010] lr: 7.500e-03, eta: 2 days, 4:11:15, time: 1.030, data_time: 0.005, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8344, loss_cls: 1.6464, loss: 1.6464, grad_norm: 5.8709 2020-10-11 18:43:24,907 - mmaction - INFO - Epoch [14][3960/5010] lr: 7.500e-03, eta: 2 days, 4:10:57, time: 1.083, data_time: 0.002, memory: 10398, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.5749, loss: 1.5749, grad_norm: 5.9595 2020-10-11 18:43:45,881 - mmaction - INFO - Epoch [14][3980/5010] lr: 7.500e-03, eta: 2 days, 4:10:37, time: 1.049, data_time: 0.002, memory: 10398, top1_acc: 0.5760, top5_acc: 0.8073, loss_cls: 1.7407, loss: 1.7407, grad_norm: 5.8240 2020-10-11 18:44:06,538 - mmaction - INFO - Epoch [14][4000/5010] lr: 7.500e-03, eta: 2 days, 4:10:16, time: 1.030, data_time: 0.005, memory: 10398, top1_acc: 0.5698, top5_acc: 0.8031, loss_cls: 1.7937, loss: 1.7937, grad_norm: 5.8587 2020-10-11 18:44:27,972 - mmaction - INFO - Epoch [14][4020/5010] lr: 7.500e-03, eta: 2 days, 4:09:57, time: 1.075, data_time: 0.008, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8052, loss_cls: 1.7741, loss: 1.7741, grad_norm: 5.9158 2020-10-11 18:44:48,356 - mmaction - INFO - Epoch [14][4040/5010] lr: 7.500e-03, eta: 2 days, 4:09:35, time: 1.019, data_time: 0.002, memory: 10398, top1_acc: 0.5656, top5_acc: 0.8229, loss_cls: 1.7217, loss: 1.7217, grad_norm: 6.1284 2020-10-11 18:45:09,250 - mmaction - INFO - Epoch [14][4060/5010] lr: 7.500e-03, eta: 2 days, 4:09:15, time: 1.044, data_time: 0.005, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8177, loss_cls: 1.6876, loss: 1.6876, grad_norm: 6.0412 2020-10-11 18:45:29,974 - mmaction - INFO - Epoch [14][4080/5010] lr: 7.500e-03, eta: 2 days, 4:08:54, time: 1.037, data_time: 0.002, memory: 10398, top1_acc: 0.5594, top5_acc: 0.8104, loss_cls: 1.7443, loss: 1.7443, grad_norm: 6.0863 2020-10-11 18:45:50,824 - mmaction - INFO - Epoch [14][4100/5010] lr: 7.500e-03, eta: 2 days, 4:08:34, time: 1.042, data_time: 0.002, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8250, loss_cls: 1.7089, loss: 1.7089, grad_norm: 5.8683 2020-10-11 18:46:12,318 - mmaction - INFO - Epoch [14][4120/5010] lr: 7.500e-03, eta: 2 days, 4:08:15, time: 1.072, data_time: 0.005, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8188, loss_cls: 1.6879, loss: 1.6879, grad_norm: 5.8635 2020-10-11 18:46:33,221 - mmaction - INFO - Epoch [14][4140/5010] lr: 7.500e-03, eta: 2 days, 4:07:55, time: 1.048, data_time: 0.008, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8167, loss_cls: 1.6656, loss: 1.6656, grad_norm: 5.7940 2020-10-11 18:46:54,154 - mmaction - INFO - Epoch [14][4160/5010] lr: 7.500e-03, eta: 2 days, 4:07:35, time: 1.047, data_time: 0.003, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8292, loss_cls: 1.6190, loss: 1.6190, grad_norm: 5.7973 2020-10-11 18:47:15,341 - mmaction - INFO - Epoch [14][4180/5010] lr: 7.500e-03, eta: 2 days, 4:07:15, time: 1.058, data_time: 0.004, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8354, loss_cls: 1.6890, loss: 1.6890, grad_norm: 5.9881 2020-10-11 18:47:36,466 - mmaction - INFO - Epoch [14][4200/5010] lr: 7.500e-03, eta: 2 days, 4:06:56, time: 1.058, data_time: 0.005, memory: 10398, top1_acc: 0.5740, top5_acc: 0.8156, loss_cls: 1.7096, loss: 1.7096, grad_norm: 6.0105 2020-10-11 18:47:57,493 - mmaction - INFO - Epoch [14][4220/5010] lr: 7.500e-03, eta: 2 days, 4:06:36, time: 1.052, data_time: 0.005, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8000, loss_cls: 1.7743, loss: 1.7743, grad_norm: 6.0639 2020-10-11 18:48:17,995 - mmaction - INFO - Epoch [14][4240/5010] lr: 7.500e-03, eta: 2 days, 4:06:15, time: 1.022, data_time: 0.004, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8177, loss_cls: 1.5785, loss: 1.5785, grad_norm: 5.7643 2020-10-11 18:48:38,575 - mmaction - INFO - Epoch [14][4260/5010] lr: 7.500e-03, eta: 2 days, 4:05:54, time: 1.032, data_time: 0.008, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8417, loss_cls: 1.5825, loss: 1.5825, grad_norm: 5.7907 2020-10-11 18:48:59,677 - mmaction - INFO - Epoch [14][4280/5010] lr: 7.500e-03, eta: 2 days, 4:05:34, time: 1.052, data_time: 0.005, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8042, loss_cls: 1.6972, loss: 1.6972, grad_norm: 5.8542 2020-10-11 18:49:21,449 - mmaction - INFO - Epoch [14][4300/5010] lr: 7.500e-03, eta: 2 days, 4:05:16, time: 1.091, data_time: 0.007, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8313, loss_cls: 1.7008, loss: 1.7008, grad_norm: 5.9400 2020-10-11 18:49:41,556 - mmaction - INFO - Epoch [14][4320/5010] lr: 7.500e-03, eta: 2 days, 4:04:54, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.5687, top5_acc: 0.8042, loss_cls: 1.7889, loss: 1.7889, grad_norm: 6.2311 2020-10-11 18:50:01,958 - mmaction - INFO - Epoch [14][4340/5010] lr: 7.500e-03, eta: 2 days, 4:04:32, time: 1.019, data_time: 0.005, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8167, loss_cls: 1.6985, loss: 1.6985, grad_norm: 6.0409 2020-10-11 18:50:23,232 - mmaction - INFO - Epoch [14][4360/5010] lr: 7.500e-03, eta: 2 days, 4:04:13, time: 1.065, data_time: 0.003, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8198, loss_cls: 1.7082, loss: 1.7082, grad_norm: 5.9682 2020-10-11 18:50:43,948 - mmaction - INFO - Epoch [14][4380/5010] lr: 7.500e-03, eta: 2 days, 4:03:52, time: 1.035, data_time: 0.002, memory: 10398, top1_acc: 0.5729, top5_acc: 0.8000, loss_cls: 1.7700, loss: 1.7700, grad_norm: 5.9818 2020-10-11 18:51:05,997 - mmaction - INFO - Epoch [14][4400/5010] lr: 7.500e-03, eta: 2 days, 4:03:35, time: 1.103, data_time: 0.003, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8312, loss_cls: 1.5866, loss: 1.5866, grad_norm: 5.9078 2020-10-11 18:51:26,820 - mmaction - INFO - Epoch [14][4420/5010] lr: 7.500e-03, eta: 2 days, 4:03:15, time: 1.040, data_time: 0.005, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8156, loss_cls: 1.6211, loss: 1.6211, grad_norm: 5.7935 2020-10-11 18:51:48,551 - mmaction - INFO - Epoch [14][4440/5010] lr: 7.500e-03, eta: 2 days, 4:02:57, time: 1.088, data_time: 0.003, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8292, loss_cls: 1.6399, loss: 1.6399, grad_norm: 5.8533 2020-10-11 18:52:09,452 - mmaction - INFO - Epoch [14][4460/5010] lr: 7.500e-03, eta: 2 days, 4:02:36, time: 1.045, data_time: 0.006, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8302, loss_cls: 1.6304, loss: 1.6304, grad_norm: 5.7870 2020-10-11 18:52:30,298 - mmaction - INFO - Epoch [14][4480/5010] lr: 7.500e-03, eta: 2 days, 4:02:16, time: 1.039, data_time: 0.002, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8115, loss_cls: 1.7097, loss: 1.7097, grad_norm: 5.8445 2020-10-11 18:52:51,028 - mmaction - INFO - Epoch [14][4500/5010] lr: 7.500e-03, eta: 2 days, 4:01:55, time: 1.040, data_time: 0.007, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8010, loss_cls: 1.7771, loss: 1.7771, grad_norm: 6.0117 2020-10-11 18:53:12,285 - mmaction - INFO - Epoch [14][4520/5010] lr: 7.500e-03, eta: 2 days, 4:01:36, time: 1.062, data_time: 0.005, memory: 10398, top1_acc: 0.6271, top5_acc: 0.8438, loss_cls: 1.6129, loss: 1.6129, grad_norm: 5.7261 2020-10-11 18:53:32,579 - mmaction - INFO - Epoch [14][4540/5010] lr: 7.500e-03, eta: 2 days, 4:01:14, time: 1.014, data_time: 0.003, memory: 10398, top1_acc: 0.5677, top5_acc: 0.7990, loss_cls: 1.7289, loss: 1.7289, grad_norm: 6.1149 2020-10-11 18:53:53,521 - mmaction - INFO - Epoch [14][4560/5010] lr: 7.500e-03, eta: 2 days, 4:00:54, time: 1.049, data_time: 0.006, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8438, loss_cls: 1.5763, loss: 1.5763, grad_norm: 5.6950 2020-10-11 18:54:14,486 - mmaction - INFO - Epoch [14][4580/5010] lr: 7.500e-03, eta: 2 days, 4:00:34, time: 1.044, data_time: 0.004, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8135, loss_cls: 1.6752, loss: 1.6752, grad_norm: 6.1869 2020-10-11 18:54:35,991 - mmaction - INFO - Epoch [14][4600/5010] lr: 7.500e-03, eta: 2 days, 4:00:15, time: 1.078, data_time: 0.007, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8208, loss_cls: 1.6099, loss: 1.6099, grad_norm: 5.9738 2020-10-11 18:54:57,553 - mmaction - INFO - Epoch [14][4620/5010] lr: 7.500e-03, eta: 2 days, 3:59:57, time: 1.079, data_time: 0.003, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8135, loss_cls: 1.7371, loss: 1.7371, grad_norm: 5.9040 2020-10-11 18:55:18,139 - mmaction - INFO - Epoch [14][4640/5010] lr: 7.500e-03, eta: 2 days, 3:59:36, time: 1.025, data_time: 0.005, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8260, loss_cls: 1.6977, loss: 1.6977, grad_norm: 5.8956 2020-10-11 18:55:39,711 - mmaction - INFO - Epoch [14][4660/5010] lr: 7.500e-03, eta: 2 days, 3:59:17, time: 1.084, data_time: 0.008, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8042, loss_cls: 1.7006, loss: 1.7006, grad_norm: 5.8647 2020-10-11 18:56:01,056 - mmaction - INFO - Epoch [14][4680/5010] lr: 7.500e-03, eta: 2 days, 3:58:58, time: 1.064, data_time: 0.005, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8042, loss_cls: 1.7023, loss: 1.7023, grad_norm: 5.9731 2020-10-11 18:56:20,886 - mmaction - INFO - Epoch [14][4700/5010] lr: 7.500e-03, eta: 2 days, 3:58:35, time: 0.994, data_time: 0.007, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8021, loss_cls: 1.7611, loss: 1.7611, grad_norm: 5.8942 2020-10-11 18:56:41,528 - mmaction - INFO - Epoch [14][4720/5010] lr: 7.500e-03, eta: 2 days, 3:58:14, time: 1.030, data_time: 0.006, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8188, loss_cls: 1.7046, loss: 1.7046, grad_norm: 5.8034 2020-10-11 18:57:02,771 - mmaction - INFO - Epoch [14][4740/5010] lr: 7.500e-03, eta: 2 days, 3:57:55, time: 1.064, data_time: 0.007, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8167, loss_cls: 1.6681, loss: 1.6681, grad_norm: 5.8916 2020-10-11 18:57:22,403 - mmaction - INFO - Epoch [14][4760/5010] lr: 7.500e-03, eta: 2 days, 3:57:31, time: 0.981, data_time: 0.005, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8240, loss_cls: 1.6595, loss: 1.6595, grad_norm: 5.7908 2020-10-11 18:57:43,024 - mmaction - INFO - Epoch [14][4780/5010] lr: 7.500e-03, eta: 2 days, 3:57:11, time: 1.031, data_time: 0.003, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8125, loss_cls: 1.7136, loss: 1.7136, grad_norm: 5.8677 2020-10-11 18:58:03,095 - mmaction - INFO - Epoch [14][4800/5010] lr: 7.500e-03, eta: 2 days, 3:56:48, time: 1.001, data_time: 0.006, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8094, loss_cls: 1.7407, loss: 1.7407, grad_norm: 5.7761 2020-10-11 18:58:23,757 - mmaction - INFO - Epoch [14][4820/5010] lr: 7.500e-03, eta: 2 days, 3:56:27, time: 1.036, data_time: 0.008, memory: 10398, top1_acc: 0.5687, top5_acc: 0.8177, loss_cls: 1.7252, loss: 1.7252, grad_norm: 5.8469 2020-10-11 18:58:45,268 - mmaction - INFO - Epoch [14][4840/5010] lr: 7.500e-03, eta: 2 days, 3:56:09, time: 1.074, data_time: 0.002, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8073, loss_cls: 1.7277, loss: 1.7277, grad_norm: 6.0694 2020-10-11 18:59:05,796 - mmaction - INFO - Epoch [14][4860/5010] lr: 7.500e-03, eta: 2 days, 3:55:47, time: 1.024, data_time: 0.006, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8156, loss_cls: 1.6649, loss: 1.6649, grad_norm: 5.6124 2020-10-11 18:59:25,700 - mmaction - INFO - Epoch [14][4880/5010] lr: 7.500e-03, eta: 2 days, 3:55:25, time: 0.999, data_time: 0.008, memory: 10398, top1_acc: 0.5760, top5_acc: 0.8135, loss_cls: 1.6784, loss: 1.6784, grad_norm: 5.8764 2020-10-11 18:59:46,070 - mmaction - INFO - Epoch [14][4900/5010] lr: 7.500e-03, eta: 2 days, 3:55:03, time: 1.019, data_time: 0.002, memory: 10398, top1_acc: 0.5604, top5_acc: 0.7958, loss_cls: 1.7940, loss: 1.7940, grad_norm: 6.4304 2020-10-11 19:00:08,702 - mmaction - INFO - Epoch [14][4920/5010] lr: 7.500e-03, eta: 2 days, 3:54:47, time: 1.123, data_time: 0.008, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8115, loss_cls: 1.7050, loss: 1.7050, grad_norm: 5.9740 2020-10-11 19:00:33,305 - mmaction - INFO - Epoch [14][4940/5010] lr: 7.500e-03, eta: 2 days, 3:54:36, time: 1.229, data_time: 0.020, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8375, loss_cls: 1.6050, loss: 1.6050, grad_norm: 5.8918 2020-10-11 19:00:53,656 - mmaction - INFO - Epoch [14][4960/5010] lr: 7.500e-03, eta: 2 days, 3:54:15, time: 1.027, data_time: 0.021, memory: 10398, top1_acc: 0.5813, top5_acc: 0.8000, loss_cls: 1.7387, loss: 1.7387, grad_norm: 6.2471 2020-10-11 19:01:14,902 - mmaction - INFO - Epoch [14][4980/5010] lr: 7.500e-03, eta: 2 days, 3:53:56, time: 1.061, data_time: 0.007, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8292, loss_cls: 1.6391, loss: 1.6391, grad_norm: 5.7612 2020-10-11 19:01:34,416 - mmaction - INFO - Epoch [14][5000/5010] lr: 7.500e-03, eta: 2 days, 3:53:32, time: 0.977, data_time: 0.005, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8271, loss_cls: 1.6008, loss: 1.6008, grad_norm: 5.9742 2020-10-11 19:02:18,939 - mmaction - INFO - Epoch [15][20/5010] lr: 7.500e-03, eta: 2 days, 3:53:09, time: 1.717, data_time: 0.854, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8219, loss_cls: 1.7008, loss: 1.7008, grad_norm: 5.9152 2020-10-11 19:02:37,289 - mmaction - INFO - Epoch [15][40/5010] lr: 7.500e-03, eta: 2 days, 3:52:42, time: 0.918, data_time: 0.004, memory: 10398, top1_acc: 0.5677, top5_acc: 0.8292, loss_cls: 1.6964, loss: 1.6964, grad_norm: 6.1134 2020-10-11 19:02:57,796 - mmaction - INFO - Epoch [15][60/5010] lr: 7.500e-03, eta: 2 days, 3:52:21, time: 1.022, data_time: 0.005, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8354, loss_cls: 1.6198, loss: 1.6198, grad_norm: 5.7420 2020-10-11 19:03:18,276 - mmaction - INFO - Epoch [15][80/5010] lr: 7.500e-03, eta: 2 days, 3:52:00, time: 1.026, data_time: 0.008, memory: 10398, top1_acc: 0.6448, top5_acc: 0.8427, loss_cls: 1.4771, loss: 1.4771, grad_norm: 5.6315 2020-10-11 19:03:38,198 - mmaction - INFO - Epoch [15][100/5010] lr: 7.500e-03, eta: 2 days, 3:51:37, time: 0.995, data_time: 0.008, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8187, loss_cls: 1.6673, loss: 1.6673, grad_norm: 6.0899 2020-10-11 19:03:58,751 - mmaction - INFO - Epoch [15][120/5010] lr: 7.500e-03, eta: 2 days, 3:51:16, time: 1.029, data_time: 0.008, memory: 10398, top1_acc: 0.6062, top5_acc: 0.8302, loss_cls: 1.6418, loss: 1.6418, grad_norm: 5.7660 2020-10-11 19:04:19,030 - mmaction - INFO - Epoch [15][140/5010] lr: 7.500e-03, eta: 2 days, 3:50:54, time: 1.013, data_time: 0.006, memory: 10398, top1_acc: 0.6063, top5_acc: 0.8365, loss_cls: 1.5870, loss: 1.5870, grad_norm: 5.7927 2020-10-11 19:04:39,636 - mmaction - INFO - Epoch [15][160/5010] lr: 7.500e-03, eta: 2 days, 3:50:33, time: 1.032, data_time: 0.008, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8375, loss_cls: 1.6253, loss: 1.6253, grad_norm: 6.1155 2020-10-11 19:05:01,105 - mmaction - INFO - Epoch [15][180/5010] lr: 7.500e-03, eta: 2 days, 3:50:14, time: 1.072, data_time: 0.006, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8292, loss_cls: 1.6167, loss: 1.6167, grad_norm: 5.8934 2020-10-11 19:05:21,442 - mmaction - INFO - Epoch [15][200/5010] lr: 7.500e-03, eta: 2 days, 3:49:53, time: 1.018, data_time: 0.008, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8250, loss_cls: 1.6262, loss: 1.6262, grad_norm: 6.0192 2020-10-11 19:05:41,949 - mmaction - INFO - Epoch [15][220/5010] lr: 7.500e-03, eta: 2 days, 3:49:31, time: 1.026, data_time: 0.003, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8240, loss_cls: 1.6595, loss: 1.6595, grad_norm: 5.9580 2020-10-11 19:06:02,276 - mmaction - INFO - Epoch [15][240/5010] lr: 7.500e-03, eta: 2 days, 3:49:10, time: 1.015, data_time: 0.005, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8427, loss_cls: 1.5681, loss: 1.5681, grad_norm: 6.0346 2020-10-11 19:06:22,875 - mmaction - INFO - Epoch [15][260/5010] lr: 7.500e-03, eta: 2 days, 3:48:49, time: 1.030, data_time: 0.005, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8115, loss_cls: 1.6661, loss: 1.6661, grad_norm: 5.9788 2020-10-11 19:06:43,609 - mmaction - INFO - Epoch [15][280/5010] lr: 7.500e-03, eta: 2 days, 3:48:28, time: 1.038, data_time: 0.003, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8292, loss_cls: 1.6364, loss: 1.6364, grad_norm: 6.3459 2020-10-11 19:07:03,898 - mmaction - INFO - Epoch [15][300/5010] lr: 7.500e-03, eta: 2 days, 3:48:06, time: 1.011, data_time: 0.004, memory: 10398, top1_acc: 0.6187, top5_acc: 0.8313, loss_cls: 1.5595, loss: 1.5595, grad_norm: 5.7784 2020-10-11 19:07:25,410 - mmaction - INFO - Epoch [15][320/5010] lr: 7.500e-03, eta: 2 days, 3:47:48, time: 1.079, data_time: 0.008, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8250, loss_cls: 1.6635, loss: 1.6635, grad_norm: 6.0978 2020-10-11 19:07:45,165 - mmaction - INFO - Epoch [15][340/5010] lr: 7.500e-03, eta: 2 days, 3:47:24, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8344, loss_cls: 1.6219, loss: 1.6219, grad_norm: 5.9439 2020-10-11 19:08:05,685 - mmaction - INFO - Epoch [15][360/5010] lr: 7.500e-03, eta: 2 days, 3:47:03, time: 1.024, data_time: 0.005, memory: 10398, top1_acc: 0.6063, top5_acc: 0.8302, loss_cls: 1.6083, loss: 1.6083, grad_norm: 6.0887 2020-10-11 19:08:26,451 - mmaction - INFO - Epoch [15][380/5010] lr: 7.500e-03, eta: 2 days, 3:46:43, time: 1.041, data_time: 0.006, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8292, loss_cls: 1.5562, loss: 1.5562, grad_norm: 6.0043 2020-10-11 19:08:46,874 - mmaction - INFO - Epoch [15][400/5010] lr: 7.500e-03, eta: 2 days, 3:46:21, time: 1.021, data_time: 0.002, memory: 10398, top1_acc: 0.5656, top5_acc: 0.8229, loss_cls: 1.6993, loss: 1.6993, grad_norm: 6.2958 2020-10-11 19:09:08,176 - mmaction - INFO - Epoch [15][420/5010] lr: 7.500e-03, eta: 2 days, 3:46:02, time: 1.063, data_time: 0.005, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8458, loss_cls: 1.5142, loss: 1.5142, grad_norm: 5.8685 2020-10-11 19:09:28,625 - mmaction - INFO - Epoch [15][440/5010] lr: 7.500e-03, eta: 2 days, 3:45:41, time: 1.025, data_time: 0.007, memory: 10398, top1_acc: 0.6250, top5_acc: 0.8604, loss_cls: 1.5259, loss: 1.5259, grad_norm: 6.0441 2020-10-11 19:09:48,468 - mmaction - INFO - Epoch [15][460/5010] lr: 7.500e-03, eta: 2 days, 3:45:18, time: 0.992, data_time: 0.002, memory: 10398, top1_acc: 0.6281, top5_acc: 0.8458, loss_cls: 1.5052, loss: 1.5052, grad_norm: 6.0189 2020-10-11 19:10:09,576 - mmaction - INFO - Epoch [15][480/5010] lr: 7.500e-03, eta: 2 days, 3:44:58, time: 1.048, data_time: 0.004, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8073, loss_cls: 1.6529, loss: 1.6529, grad_norm: 6.0767 2020-10-11 19:10:30,478 - mmaction - INFO - Epoch [15][500/5010] lr: 7.500e-03, eta: 2 days, 3:44:38, time: 1.052, data_time: 0.009, memory: 10398, top1_acc: 0.6271, top5_acc: 0.8302, loss_cls: 1.6045, loss: 1.6045, grad_norm: 5.9423 2020-10-11 19:10:52,416 - mmaction - INFO - Epoch [15][520/5010] lr: 7.500e-03, eta: 2 days, 3:44:20, time: 1.097, data_time: 0.002, memory: 10398, top1_acc: 0.6208, top5_acc: 0.8458, loss_cls: 1.5608, loss: 1.5608, grad_norm: 5.8681 2020-10-11 19:11:11,752 - mmaction - INFO - Epoch [15][540/5010] lr: 7.500e-03, eta: 2 days, 3:43:56, time: 0.964, data_time: 0.004, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8188, loss_cls: 1.6367, loss: 1.6367, grad_norm: 6.0196 2020-10-11 19:11:32,920 - mmaction - INFO - Epoch [15][560/5010] lr: 7.500e-03, eta: 2 days, 3:43:36, time: 1.061, data_time: 0.007, memory: 10398, top1_acc: 0.6240, top5_acc: 0.8323, loss_cls: 1.6116, loss: 1.6116, grad_norm: 5.8717 2020-10-11 19:11:55,060 - mmaction - INFO - Epoch [15][580/5010] lr: 7.500e-03, eta: 2 days, 3:43:19, time: 1.107, data_time: 0.002, memory: 10398, top1_acc: 0.6094, top5_acc: 0.8313, loss_cls: 1.5478, loss: 1.5478, grad_norm: 6.0634 2020-10-11 19:12:14,998 - mmaction - INFO - Epoch [15][600/5010] lr: 7.500e-03, eta: 2 days, 3:42:56, time: 0.995, data_time: 0.005, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8073, loss_cls: 1.6979, loss: 1.6979, grad_norm: 5.9311 2020-10-11 19:12:35,177 - mmaction - INFO - Epoch [15][620/5010] lr: 7.500e-03, eta: 2 days, 3:42:34, time: 1.011, data_time: 0.007, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8250, loss_cls: 1.6407, loss: 1.6407, grad_norm: 5.9100 2020-10-11 19:12:55,117 - mmaction - INFO - Epoch [15][640/5010] lr: 7.500e-03, eta: 2 days, 3:42:12, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8396, loss_cls: 1.6066, loss: 1.6066, grad_norm: 6.0926 2020-10-11 19:13:16,541 - mmaction - INFO - Epoch [15][660/5010] lr: 7.500e-03, eta: 2 days, 3:41:53, time: 1.067, data_time: 0.007, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8219, loss_cls: 1.6530, loss: 1.6530, grad_norm: 6.1711 2020-10-11 19:13:37,177 - mmaction - INFO - Epoch [15][680/5010] lr: 7.500e-03, eta: 2 days, 3:41:32, time: 1.036, data_time: 0.007, memory: 10398, top1_acc: 0.6250, top5_acc: 0.8406, loss_cls: 1.5665, loss: 1.5665, grad_norm: 5.7094 2020-10-11 19:13:57,236 - mmaction - INFO - Epoch [15][700/5010] lr: 7.500e-03, eta: 2 days, 3:41:10, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.5708, top5_acc: 0.8240, loss_cls: 1.6892, loss: 1.6892, grad_norm: 6.2411 2020-10-11 19:14:17,955 - mmaction - INFO - Epoch [15][720/5010] lr: 7.500e-03, eta: 2 days, 3:40:49, time: 1.037, data_time: 0.005, memory: 10398, top1_acc: 0.6333, top5_acc: 0.8177, loss_cls: 1.6511, loss: 1.6511, grad_norm: 5.7015 2020-10-11 19:14:38,639 - mmaction - INFO - Epoch [15][740/5010] lr: 7.500e-03, eta: 2 days, 3:40:28, time: 1.031, data_time: 0.005, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8250, loss_cls: 1.6565, loss: 1.6565, grad_norm: 6.1965 2020-10-11 19:14:59,400 - mmaction - INFO - Epoch [15][760/5010] lr: 7.500e-03, eta: 2 days, 3:40:08, time: 1.041, data_time: 0.007, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8250, loss_cls: 1.5808, loss: 1.5808, grad_norm: 5.9541 2020-10-11 19:15:20,037 - mmaction - INFO - Epoch [15][780/5010] lr: 7.500e-03, eta: 2 days, 3:39:47, time: 1.031, data_time: 0.005, memory: 10398, top1_acc: 0.6094, top5_acc: 0.8104, loss_cls: 1.5960, loss: 1.5960, grad_norm: 6.1850 2020-10-11 19:15:41,756 - mmaction - INFO - Epoch [15][800/5010] lr: 7.500e-03, eta: 2 days, 3:39:28, time: 1.086, data_time: 0.005, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8156, loss_cls: 1.6390, loss: 1.6390, grad_norm: 6.0423 2020-10-11 19:16:01,569 - mmaction - INFO - Epoch [15][820/5010] lr: 7.500e-03, eta: 2 days, 3:39:05, time: 0.991, data_time: 0.002, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8167, loss_cls: 1.6829, loss: 1.6829, grad_norm: 6.1989 2020-10-11 19:16:22,223 - mmaction - INFO - Epoch [15][840/5010] lr: 7.500e-03, eta: 2 days, 3:38:45, time: 1.032, data_time: 0.006, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8187, loss_cls: 1.6631, loss: 1.6631, grad_norm: 5.8770 2020-10-11 19:16:42,453 - mmaction - INFO - Epoch [15][860/5010] lr: 7.500e-03, eta: 2 days, 3:38:23, time: 1.012, data_time: 0.002, memory: 10398, top1_acc: 0.6365, top5_acc: 0.8469, loss_cls: 1.4840, loss: 1.4840, grad_norm: 5.7028 2020-10-11 19:17:03,397 - mmaction - INFO - Epoch [15][880/5010] lr: 7.500e-03, eta: 2 days, 3:38:02, time: 1.044, data_time: 0.005, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8313, loss_cls: 1.6027, loss: 1.6027, grad_norm: 5.7950 2020-10-11 19:17:23,337 - mmaction - INFO - Epoch [15][900/5010] lr: 7.500e-03, eta: 2 days, 3:37:40, time: 1.000, data_time: 0.008, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8208, loss_cls: 1.6714, loss: 1.6714, grad_norm: 5.9769 2020-10-11 19:17:43,638 - mmaction - INFO - Epoch [15][920/5010] lr: 7.500e-03, eta: 2 days, 3:37:18, time: 1.015, data_time: 0.002, memory: 10398, top1_acc: 0.5740, top5_acc: 0.8229, loss_cls: 1.6937, loss: 1.6937, grad_norm: 5.9290 2020-10-11 19:18:03,700 - mmaction - INFO - Epoch [15][940/5010] lr: 7.500e-03, eta: 2 days, 3:36:56, time: 1.001, data_time: 0.005, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8323, loss_cls: 1.6157, loss: 1.6157, grad_norm: 5.9850 2020-10-11 19:18:24,018 - mmaction - INFO - Epoch [15][960/5010] lr: 7.500e-03, eta: 2 days, 3:36:34, time: 1.017, data_time: 0.007, memory: 10398, top1_acc: 0.6479, top5_acc: 0.8542, loss_cls: 1.4954, loss: 1.4954, grad_norm: 5.8622 2020-10-11 19:18:44,084 - mmaction - INFO - Epoch [15][980/5010] lr: 7.500e-03, eta: 2 days, 3:36:12, time: 1.004, data_time: 0.003, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8396, loss_cls: 1.5909, loss: 1.5909, grad_norm: 6.1568 2020-10-11 19:19:04,884 - mmaction - INFO - Epoch [15][1000/5010] lr: 7.500e-03, eta: 2 days, 3:35:51, time: 1.037, data_time: 0.006, memory: 10398, top1_acc: 0.6208, top5_acc: 0.8281, loss_cls: 1.6076, loss: 1.6076, grad_norm: 5.7638 2020-10-11 19:19:25,368 - mmaction - INFO - Epoch [15][1020/5010] lr: 7.500e-03, eta: 2 days, 3:35:30, time: 1.027, data_time: 0.007, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8198, loss_cls: 1.6794, loss: 1.6794, grad_norm: 6.0505 2020-10-11 19:19:45,754 - mmaction - INFO - Epoch [15][1040/5010] lr: 7.500e-03, eta: 2 days, 3:35:08, time: 1.020, data_time: 0.003, memory: 10398, top1_acc: 0.5937, top5_acc: 0.8125, loss_cls: 1.6655, loss: 1.6655, grad_norm: 6.1501 2020-10-11 19:20:06,886 - mmaction - INFO - Epoch [15][1060/5010] lr: 7.500e-03, eta: 2 days, 3:34:49, time: 1.055, data_time: 0.005, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8167, loss_cls: 1.6461, loss: 1.6461, grad_norm: 5.9057 2020-10-11 19:20:27,425 - mmaction - INFO - Epoch [15][1080/5010] lr: 7.500e-03, eta: 2 days, 3:34:27, time: 1.027, data_time: 0.006, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8344, loss_cls: 1.6046, loss: 1.6046, grad_norm: 5.7853 2020-10-11 19:20:47,655 - mmaction - INFO - Epoch [15][1100/5010] lr: 7.500e-03, eta: 2 days, 3:34:06, time: 1.013, data_time: 0.003, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8240, loss_cls: 1.6428, loss: 1.6428, grad_norm: 6.1265 2020-10-11 19:21:08,262 - mmaction - INFO - Epoch [15][1120/5010] lr: 7.500e-03, eta: 2 days, 3:33:45, time: 1.029, data_time: 0.005, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8094, loss_cls: 1.7013, loss: 1.7013, grad_norm: 6.1711 2020-10-11 19:21:28,652 - mmaction - INFO - Epoch [15][1140/5010] lr: 7.500e-03, eta: 2 days, 3:33:23, time: 1.021, data_time: 0.005, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8344, loss_cls: 1.5796, loss: 1.5796, grad_norm: 5.9292 2020-10-11 19:21:49,391 - mmaction - INFO - Epoch [15][1160/5010] lr: 7.500e-03, eta: 2 days, 3:33:02, time: 1.037, data_time: 0.002, memory: 10398, top1_acc: 0.5688, top5_acc: 0.8146, loss_cls: 1.7393, loss: 1.7393, grad_norm: 6.0488 2020-10-11 19:22:09,686 - mmaction - INFO - Epoch [15][1180/5010] lr: 7.500e-03, eta: 2 days, 3:32:41, time: 1.011, data_time: 0.006, memory: 10398, top1_acc: 0.5490, top5_acc: 0.8052, loss_cls: 1.7932, loss: 1.7932, grad_norm: 6.1282 2020-10-11 19:22:30,623 - mmaction - INFO - Epoch [15][1200/5010] lr: 7.500e-03, eta: 2 days, 3:32:21, time: 1.051, data_time: 0.007, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8156, loss_cls: 1.6836, loss: 1.6836, grad_norm: 5.8010 2020-10-11 19:22:50,842 - mmaction - INFO - Epoch [15][1220/5010] lr: 7.500e-03, eta: 2 days, 3:31:59, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8135, loss_cls: 1.6657, loss: 1.6657, grad_norm: 5.9325 2020-10-11 19:23:11,321 - mmaction - INFO - Epoch [15][1240/5010] lr: 7.500e-03, eta: 2 days, 3:31:37, time: 1.024, data_time: 0.005, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8229, loss_cls: 1.6151, loss: 1.6151, grad_norm: 5.8404 2020-10-11 19:23:32,746 - mmaction - INFO - Epoch [15][1260/5010] lr: 7.500e-03, eta: 2 days, 3:31:18, time: 1.068, data_time: 0.002, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8260, loss_cls: 1.6235, loss: 1.6235, grad_norm: 5.8325 2020-10-11 19:23:52,146 - mmaction - INFO - Epoch [15][1280/5010] lr: 7.500e-03, eta: 2 days, 3:30:54, time: 0.973, data_time: 0.008, memory: 10398, top1_acc: 0.6344, top5_acc: 0.8469, loss_cls: 1.5255, loss: 1.5255, grad_norm: 5.8098 2020-10-11 19:24:13,744 - mmaction - INFO - Epoch [15][1300/5010] lr: 7.500e-03, eta: 2 days, 3:30:36, time: 1.077, data_time: 0.005, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8146, loss_cls: 1.6664, loss: 1.6664, grad_norm: 5.7425 2020-10-11 19:24:34,819 - mmaction - INFO - Epoch [15][1320/5010] lr: 7.500e-03, eta: 2 days, 3:30:16, time: 1.056, data_time: 0.008, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8198, loss_cls: 1.6778, loss: 1.6778, grad_norm: 5.9264 2020-10-11 19:24:55,635 - mmaction - INFO - Epoch [15][1340/5010] lr: 7.500e-03, eta: 2 days, 3:29:56, time: 1.041, data_time: 0.002, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8229, loss_cls: 1.6533, loss: 1.6533, grad_norm: 5.9570 2020-10-11 19:25:17,444 - mmaction - INFO - Epoch [15][1360/5010] lr: 7.500e-03, eta: 2 days, 3:29:38, time: 1.091, data_time: 0.005, memory: 10398, top1_acc: 0.6292, top5_acc: 0.8260, loss_cls: 1.5947, loss: 1.5947, grad_norm: 5.7796 2020-10-11 19:25:37,616 - mmaction - INFO - Epoch [15][1380/5010] lr: 7.500e-03, eta: 2 days, 3:29:15, time: 1.007, data_time: 0.006, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8198, loss_cls: 1.6692, loss: 1.6692, grad_norm: 5.8393 2020-10-11 19:25:58,232 - mmaction - INFO - Epoch [15][1400/5010] lr: 7.500e-03, eta: 2 days, 3:28:55, time: 1.033, data_time: 0.008, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8302, loss_cls: 1.6172, loss: 1.6172, grad_norm: 5.9147 2020-10-11 19:26:19,053 - mmaction - INFO - Epoch [15][1420/5010] lr: 7.500e-03, eta: 2 days, 3:28:34, time: 1.039, data_time: 0.004, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8250, loss_cls: 1.6516, loss: 1.6516, grad_norm: 6.0507 2020-10-11 19:26:40,388 - mmaction - INFO - Epoch [15][1440/5010] lr: 7.500e-03, eta: 2 days, 3:28:15, time: 1.069, data_time: 0.007, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8240, loss_cls: 1.6764, loss: 1.6764, grad_norm: 5.8613 2020-10-11 19:27:01,282 - mmaction - INFO - Epoch [15][1460/5010] lr: 7.500e-03, eta: 2 days, 3:27:55, time: 1.042, data_time: 0.004, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8333, loss_cls: 1.6667, loss: 1.6667, grad_norm: 5.9999 2020-10-11 19:27:21,000 - mmaction - INFO - Epoch [15][1480/5010] lr: 7.500e-03, eta: 2 days, 3:27:32, time: 0.989, data_time: 0.008, memory: 10398, top1_acc: 0.6208, top5_acc: 0.8292, loss_cls: 1.6049, loss: 1.6049, grad_norm: 5.8306 2020-10-11 19:27:42,349 - mmaction - INFO - Epoch [15][1500/5010] lr: 7.500e-03, eta: 2 days, 3:27:12, time: 1.066, data_time: 0.005, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8375, loss_cls: 1.6573, loss: 1.6573, grad_norm: 6.1650 2020-10-11 19:28:01,889 - mmaction - INFO - Epoch [15][1520/5010] lr: 7.500e-03, eta: 2 days, 3:26:49, time: 0.978, data_time: 0.004, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8208, loss_cls: 1.6327, loss: 1.6327, grad_norm: 6.0182 2020-10-11 19:28:22,482 - mmaction - INFO - Epoch [15][1540/5010] lr: 7.500e-03, eta: 2 days, 3:26:28, time: 1.030, data_time: 0.006, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8281, loss_cls: 1.5944, loss: 1.5944, grad_norm: 6.1143 2020-10-11 19:28:43,238 - mmaction - INFO - Epoch [15][1560/5010] lr: 7.500e-03, eta: 2 days, 3:26:07, time: 1.037, data_time: 0.002, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8271, loss_cls: 1.6155, loss: 1.6155, grad_norm: 5.7914 2020-10-11 19:29:04,918 - mmaction - INFO - Epoch [15][1580/5010] lr: 7.500e-03, eta: 2 days, 3:25:49, time: 1.083, data_time: 0.006, memory: 10398, top1_acc: 0.5813, top5_acc: 0.8333, loss_cls: 1.6760, loss: 1.6760, grad_norm: 5.8920 2020-10-11 19:29:25,374 - mmaction - INFO - Epoch [15][1600/5010] lr: 7.500e-03, eta: 2 days, 3:25:28, time: 1.025, data_time: 0.008, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8219, loss_cls: 1.6440, loss: 1.6440, grad_norm: 6.0455 2020-10-11 19:29:46,603 - mmaction - INFO - Epoch [15][1620/5010] lr: 7.500e-03, eta: 2 days, 3:25:08, time: 1.062, data_time: 0.002, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8125, loss_cls: 1.6266, loss: 1.6266, grad_norm: 5.7705 2020-10-11 19:30:06,851 - mmaction - INFO - Epoch [15][1640/5010] lr: 7.500e-03, eta: 2 days, 3:24:46, time: 1.012, data_time: 0.004, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8240, loss_cls: 1.6647, loss: 1.6647, grad_norm: 6.0063 2020-10-11 19:30:28,495 - mmaction - INFO - Epoch [15][1660/5010] lr: 7.500e-03, eta: 2 days, 3:24:28, time: 1.083, data_time: 0.003, memory: 10398, top1_acc: 0.5677, top5_acc: 0.8292, loss_cls: 1.6741, loss: 1.6741, grad_norm: 6.0231 2020-10-11 19:30:47,494 - mmaction - INFO - Epoch [15][1680/5010] lr: 7.500e-03, eta: 2 days, 3:24:03, time: 0.950, data_time: 0.002, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8260, loss_cls: 1.6834, loss: 1.6834, grad_norm: 5.9710 2020-10-11 19:31:07,700 - mmaction - INFO - Epoch [15][1700/5010] lr: 7.500e-03, eta: 2 days, 3:23:41, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8167, loss_cls: 1.6520, loss: 1.6520, grad_norm: 5.9762 2020-10-11 19:31:28,599 - mmaction - INFO - Epoch [15][1720/5010] lr: 7.500e-03, eta: 2 days, 3:23:21, time: 1.047, data_time: 0.007, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8208, loss_cls: 1.6180, loss: 1.6180, grad_norm: 5.9347 2020-10-11 19:31:49,876 - mmaction - INFO - Epoch [15][1740/5010] lr: 7.500e-03, eta: 2 days, 3:23:01, time: 1.064, data_time: 0.003, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8250, loss_cls: 1.6178, loss: 1.6178, grad_norm: 5.9756 2020-10-11 19:32:10,187 - mmaction - INFO - Epoch [15][1760/5010] lr: 7.500e-03, eta: 2 days, 3:22:40, time: 1.012, data_time: 0.005, memory: 10398, top1_acc: 0.6062, top5_acc: 0.8167, loss_cls: 1.6539, loss: 1.6539, grad_norm: 5.8057 2020-10-11 19:32:30,904 - mmaction - INFO - Epoch [15][1780/5010] lr: 7.500e-03, eta: 2 days, 3:22:19, time: 1.038, data_time: 0.007, memory: 10398, top1_acc: 0.5812, top5_acc: 0.8052, loss_cls: 1.7346, loss: 1.7346, grad_norm: 5.9988 2020-10-11 19:32:51,322 - mmaction - INFO - Epoch [15][1800/5010] lr: 7.500e-03, eta: 2 days, 3:21:58, time: 1.021, data_time: 0.002, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8198, loss_cls: 1.6621, loss: 1.6621, grad_norm: 5.9654 2020-10-11 19:33:12,164 - mmaction - INFO - Epoch [15][1820/5010] lr: 7.500e-03, eta: 2 days, 3:21:37, time: 1.042, data_time: 0.005, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8156, loss_cls: 1.6865, loss: 1.6865, grad_norm: 5.9532 2020-10-11 19:33:32,103 - mmaction - INFO - Epoch [15][1840/5010] lr: 7.500e-03, eta: 2 days, 3:21:14, time: 0.996, data_time: 0.002, memory: 10398, top1_acc: 0.6208, top5_acc: 0.8333, loss_cls: 1.6351, loss: 1.6351, grad_norm: 5.9450 2020-10-11 19:33:52,818 - mmaction - INFO - Epoch [15][1860/5010] lr: 7.500e-03, eta: 2 days, 3:20:54, time: 1.036, data_time: 0.005, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8229, loss_cls: 1.6566, loss: 1.6566, grad_norm: 5.8703 2020-10-11 19:34:13,080 - mmaction - INFO - Epoch [15][1880/5010] lr: 7.500e-03, eta: 2 days, 3:20:32, time: 1.014, data_time: 0.003, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8219, loss_cls: 1.6505, loss: 1.6505, grad_norm: 5.7026 2020-10-11 19:34:33,053 - mmaction - INFO - Epoch [15][1900/5010] lr: 7.500e-03, eta: 2 days, 3:20:09, time: 0.998, data_time: 0.005, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8135, loss_cls: 1.6760, loss: 1.6760, grad_norm: 5.6359 2020-10-11 19:34:53,816 - mmaction - INFO - Epoch [15][1920/5010] lr: 7.500e-03, eta: 2 days, 3:19:49, time: 1.039, data_time: 0.002, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8219, loss_cls: 1.6260, loss: 1.6260, grad_norm: 5.8958 2020-10-11 19:35:13,849 - mmaction - INFO - Epoch [15][1940/5010] lr: 7.500e-03, eta: 2 days, 3:19:26, time: 1.000, data_time: 0.004, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8302, loss_cls: 1.6444, loss: 1.6444, grad_norm: 6.0249 2020-10-11 19:35:34,006 - mmaction - INFO - Epoch [15][1960/5010] lr: 7.500e-03, eta: 2 days, 3:19:04, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8385, loss_cls: 1.5924, loss: 1.5924, grad_norm: 5.8889 2020-10-11 19:35:55,113 - mmaction - INFO - Epoch [15][1980/5010] lr: 7.500e-03, eta: 2 days, 3:18:45, time: 1.055, data_time: 0.002, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8417, loss_cls: 1.5939, loss: 1.5939, grad_norm: 5.9283 2020-10-11 19:36:15,854 - mmaction - INFO - Epoch [15][2000/5010] lr: 7.500e-03, eta: 2 days, 3:18:24, time: 1.034, data_time: 0.004, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8292, loss_cls: 1.5611, loss: 1.5611, grad_norm: 5.9715 2020-10-11 19:36:35,902 - mmaction - INFO - Epoch [15][2020/5010] lr: 7.500e-03, eta: 2 days, 3:18:02, time: 1.006, data_time: 0.008, memory: 10398, top1_acc: 0.5740, top5_acc: 0.8083, loss_cls: 1.7440, loss: 1.7440, grad_norm: 6.5641 2020-10-11 19:36:55,786 - mmaction - INFO - Epoch [15][2040/5010] lr: 7.500e-03, eta: 2 days, 3:17:39, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8250, loss_cls: 1.5846, loss: 1.5846, grad_norm: 5.9936 2020-10-11 19:37:16,205 - mmaction - INFO - Epoch [15][2060/5010] lr: 7.500e-03, eta: 2 days, 3:17:17, time: 1.018, data_time: 0.005, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8281, loss_cls: 1.6290, loss: 1.6290, grad_norm: 5.9500 2020-10-11 19:37:37,740 - mmaction - INFO - Epoch [15][2080/5010] lr: 7.500e-03, eta: 2 days, 3:16:59, time: 1.078, data_time: 0.008, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8240, loss_cls: 1.6403, loss: 1.6403, grad_norm: 5.7826 2020-10-11 19:37:58,188 - mmaction - INFO - Epoch [15][2100/5010] lr: 7.500e-03, eta: 2 days, 3:16:37, time: 1.022, data_time: 0.006, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8104, loss_cls: 1.7157, loss: 1.7157, grad_norm: 5.9041 2020-10-11 19:38:18,304 - mmaction - INFO - Epoch [15][2120/5010] lr: 7.500e-03, eta: 2 days, 3:16:15, time: 1.008, data_time: 0.006, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8073, loss_cls: 1.7042, loss: 1.7042, grad_norm: 5.8636 2020-10-11 19:38:38,896 - mmaction - INFO - Epoch [15][2140/5010] lr: 7.500e-03, eta: 2 days, 3:15:54, time: 1.027, data_time: 0.005, memory: 10398, top1_acc: 0.6062, top5_acc: 0.8323, loss_cls: 1.5836, loss: 1.5836, grad_norm: 5.6587 2020-10-11 19:39:00,304 - mmaction - INFO - Epoch [15][2160/5010] lr: 7.500e-03, eta: 2 days, 3:15:35, time: 1.073, data_time: 0.008, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8271, loss_cls: 1.6189, loss: 1.6189, grad_norm: 5.7780 2020-10-11 19:39:20,257 - mmaction - INFO - Epoch [15][2180/5010] lr: 7.500e-03, eta: 2 days, 3:15:13, time: 0.997, data_time: 0.004, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8156, loss_cls: 1.6757, loss: 1.6757, grad_norm: 5.8754 2020-10-11 19:39:40,083 - mmaction - INFO - Epoch [15][2200/5010] lr: 7.500e-03, eta: 2 days, 3:14:50, time: 0.991, data_time: 0.004, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8292, loss_cls: 1.6191, loss: 1.6191, grad_norm: 5.8082 2020-10-11 19:40:02,289 - mmaction - INFO - Epoch [15][2220/5010] lr: 7.500e-03, eta: 2 days, 3:14:33, time: 1.109, data_time: 0.006, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8125, loss_cls: 1.6671, loss: 1.6671, grad_norm: 5.9000 2020-10-11 19:40:22,420 - mmaction - INFO - Epoch [15][2240/5010] lr: 7.500e-03, eta: 2 days, 3:14:11, time: 1.007, data_time: 0.004, memory: 10398, top1_acc: 0.5542, top5_acc: 0.7948, loss_cls: 1.8193, loss: 1.8193, grad_norm: 6.0629 2020-10-11 19:40:42,097 - mmaction - INFO - Epoch [15][2260/5010] lr: 7.500e-03, eta: 2 days, 3:13:47, time: 0.985, data_time: 0.003, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8146, loss_cls: 1.6805, loss: 1.6805, grad_norm: 5.9780 2020-10-11 19:41:03,267 - mmaction - INFO - Epoch [15][2280/5010] lr: 7.500e-03, eta: 2 days, 3:13:28, time: 1.057, data_time: 0.005, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8344, loss_cls: 1.6016, loss: 1.6016, grad_norm: 5.9899 2020-10-11 19:41:23,011 - mmaction - INFO - Epoch [15][2300/5010] lr: 7.500e-03, eta: 2 days, 3:13:05, time: 0.988, data_time: 0.006, memory: 10398, top1_acc: 0.5615, top5_acc: 0.8177, loss_cls: 1.7312, loss: 1.7312, grad_norm: 6.0320 2020-10-11 19:41:43,421 - mmaction - INFO - Epoch [15][2320/5010] lr: 7.500e-03, eta: 2 days, 3:12:43, time: 1.022, data_time: 0.003, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8396, loss_cls: 1.5662, loss: 1.5662, grad_norm: 5.7888 2020-10-11 19:42:04,581 - mmaction - INFO - Epoch [15][2340/5010] lr: 7.500e-03, eta: 2 days, 3:12:23, time: 1.053, data_time: 0.004, memory: 10398, top1_acc: 0.5812, top5_acc: 0.8354, loss_cls: 1.6210, loss: 1.6210, grad_norm: 5.9125 2020-10-11 19:42:24,129 - mmaction - INFO - Epoch [15][2360/5010] lr: 7.500e-03, eta: 2 days, 3:12:00, time: 0.981, data_time: 0.008, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8219, loss_cls: 1.6183, loss: 1.6183, grad_norm: 5.8048 2020-10-11 19:42:44,267 - mmaction - INFO - Epoch [15][2380/5010] lr: 7.500e-03, eta: 2 days, 3:11:38, time: 1.007, data_time: 0.002, memory: 10398, top1_acc: 0.5802, top5_acc: 0.8135, loss_cls: 1.6899, loss: 1.6899, grad_norm: 5.8420 2020-10-11 19:43:04,535 - mmaction - INFO - Epoch [15][2400/5010] lr: 7.500e-03, eta: 2 days, 3:11:16, time: 1.014, data_time: 0.006, memory: 10398, top1_acc: 0.5740, top5_acc: 0.8104, loss_cls: 1.7304, loss: 1.7304, grad_norm: 6.2098 2020-10-11 19:43:25,121 - mmaction - INFO - Epoch [15][2420/5010] lr: 7.500e-03, eta: 2 days, 3:10:55, time: 1.030, data_time: 0.002, memory: 10398, top1_acc: 0.6219, top5_acc: 0.8240, loss_cls: 1.5940, loss: 1.5940, grad_norm: 5.6531 2020-10-11 19:43:44,913 - mmaction - INFO - Epoch [15][2440/5010] lr: 7.500e-03, eta: 2 days, 3:10:32, time: 0.989, data_time: 0.002, memory: 10398, top1_acc: 0.5802, top5_acc: 0.8187, loss_cls: 1.7025, loss: 1.7025, grad_norm: 5.8465 2020-10-11 19:44:06,294 - mmaction - INFO - Epoch [15][2460/5010] lr: 7.500e-03, eta: 2 days, 3:10:13, time: 1.069, data_time: 0.005, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8260, loss_cls: 1.6618, loss: 1.6618, grad_norm: 6.0020 2020-10-11 19:44:26,177 - mmaction - INFO - Epoch [15][2480/5010] lr: 7.500e-03, eta: 2 days, 3:09:50, time: 0.994, data_time: 0.006, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8177, loss_cls: 1.6575, loss: 1.6575, grad_norm: 6.2696 2020-10-11 19:44:46,403 - mmaction - INFO - Epoch [15][2500/5010] lr: 7.500e-03, eta: 2 days, 3:09:28, time: 1.013, data_time: 0.003, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8312, loss_cls: 1.6774, loss: 1.6774, grad_norm: 6.1836 2020-10-11 19:45:06,934 - mmaction - INFO - Epoch [15][2520/5010] lr: 7.500e-03, eta: 2 days, 3:09:07, time: 1.026, data_time: 0.005, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8208, loss_cls: 1.6029, loss: 1.6029, grad_norm: 5.8077 2020-10-11 19:45:27,788 - mmaction - INFO - Epoch [15][2540/5010] lr: 7.500e-03, eta: 2 days, 3:08:47, time: 1.041, data_time: 0.002, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8292, loss_cls: 1.6616, loss: 1.6616, grad_norm: 6.0339 2020-10-11 19:45:48,063 - mmaction - INFO - Epoch [15][2560/5010] lr: 7.500e-03, eta: 2 days, 3:08:25, time: 1.015, data_time: 0.004, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8094, loss_cls: 1.6612, loss: 1.6612, grad_norm: 6.1576 2020-10-11 19:46:08,690 - mmaction - INFO - Epoch [15][2580/5010] lr: 7.500e-03, eta: 2 days, 3:08:04, time: 1.030, data_time: 0.005, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8406, loss_cls: 1.6358, loss: 1.6358, grad_norm: 6.2308 2020-10-11 19:46:29,166 - mmaction - INFO - Epoch [15][2600/5010] lr: 7.500e-03, eta: 2 days, 3:07:43, time: 1.026, data_time: 0.006, memory: 10398, top1_acc: 0.6208, top5_acc: 0.8250, loss_cls: 1.6683, loss: 1.6683, grad_norm: 5.6544 2020-10-11 19:46:49,066 - mmaction - INFO - Epoch [15][2620/5010] lr: 7.500e-03, eta: 2 days, 3:07:20, time: 0.995, data_time: 0.002, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8167, loss_cls: 1.6925, loss: 1.6925, grad_norm: 5.7997 2020-10-11 19:47:09,331 - mmaction - INFO - Epoch [15][2640/5010] lr: 7.500e-03, eta: 2 days, 3:06:58, time: 1.011, data_time: 0.005, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8479, loss_cls: 1.5377, loss: 1.5377, grad_norm: 5.8857 2020-10-11 19:47:29,667 - mmaction - INFO - Epoch [15][2660/5010] lr: 7.500e-03, eta: 2 days, 3:06:37, time: 1.019, data_time: 0.007, memory: 10398, top1_acc: 0.6365, top5_acc: 0.8333, loss_cls: 1.5948, loss: 1.5948, grad_norm: 5.9251 2020-10-11 19:47:49,856 - mmaction - INFO - Epoch [15][2680/5010] lr: 7.500e-03, eta: 2 days, 3:06:15, time: 1.010, data_time: 0.002, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8240, loss_cls: 1.7002, loss: 1.7002, grad_norm: 5.7808 2020-10-11 19:48:10,369 - mmaction - INFO - Epoch [15][2700/5010] lr: 7.500e-03, eta: 2 days, 3:05:54, time: 1.023, data_time: 0.005, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8156, loss_cls: 1.6495, loss: 1.6495, grad_norm: 6.0651 2020-10-11 19:48:30,552 - mmaction - INFO - Epoch [15][2720/5010] lr: 7.500e-03, eta: 2 days, 3:05:32, time: 1.012, data_time: 0.007, memory: 10398, top1_acc: 0.6062, top5_acc: 0.8333, loss_cls: 1.6425, loss: 1.6425, grad_norm: 6.0349 2020-10-11 19:48:51,077 - mmaction - INFO - Epoch [15][2740/5010] lr: 7.500e-03, eta: 2 days, 3:05:11, time: 1.027, data_time: 0.002, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8385, loss_cls: 1.6764, loss: 1.6764, grad_norm: 5.9991 2020-10-11 19:49:11,440 - mmaction - INFO - Epoch [15][2760/5010] lr: 7.500e-03, eta: 2 days, 3:04:49, time: 1.017, data_time: 0.004, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8323, loss_cls: 1.6653, loss: 1.6653, grad_norm: 5.8995 2020-10-11 19:49:31,305 - mmaction - INFO - Epoch [15][2780/5010] lr: 7.500e-03, eta: 2 days, 3:04:26, time: 0.994, data_time: 0.004, memory: 10398, top1_acc: 0.5760, top5_acc: 0.8010, loss_cls: 1.7713, loss: 1.7713, grad_norm: 6.1877 2020-10-11 19:49:51,606 - mmaction - INFO - Epoch [15][2800/5010] lr: 7.500e-03, eta: 2 days, 3:04:05, time: 1.015, data_time: 0.002, memory: 10398, top1_acc: 0.5760, top5_acc: 0.8000, loss_cls: 1.7811, loss: 1.7811, grad_norm: 5.6908 2020-10-11 19:50:11,966 - mmaction - INFO - Epoch [15][2820/5010] lr: 7.500e-03, eta: 2 days, 3:03:43, time: 1.018, data_time: 0.005, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8406, loss_cls: 1.5705, loss: 1.5705, grad_norm: 5.8902 2020-10-11 19:50:31,919 - mmaction - INFO - Epoch [15][2840/5010] lr: 7.500e-03, eta: 2 days, 3:03:20, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8281, loss_cls: 1.6152, loss: 1.6152, grad_norm: 5.7615 2020-10-11 19:50:51,717 - mmaction - INFO - Epoch [15][2860/5010] lr: 7.500e-03, eta: 2 days, 3:02:58, time: 0.994, data_time: 0.008, memory: 10398, top1_acc: 0.6062, top5_acc: 0.8302, loss_cls: 1.6080, loss: 1.6080, grad_norm: 5.8941 2020-10-11 19:51:12,085 - mmaction - INFO - Epoch [15][2880/5010] lr: 7.500e-03, eta: 2 days, 3:02:36, time: 1.015, data_time: 0.005, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8312, loss_cls: 1.6998, loss: 1.6998, grad_norm: 6.0438 2020-10-11 19:51:33,170 - mmaction - INFO - Epoch [15][2900/5010] lr: 7.500e-03, eta: 2 days, 3:02:16, time: 1.057, data_time: 0.008, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8479, loss_cls: 1.5259, loss: 1.5259, grad_norm: 5.7746 2020-10-11 19:51:52,664 - mmaction - INFO - Epoch [15][2920/5010] lr: 7.500e-03, eta: 2 days, 3:01:53, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8135, loss_cls: 1.6633, loss: 1.6633, grad_norm: 6.1867 2020-10-11 19:52:13,044 - mmaction - INFO - Epoch [15][2940/5010] lr: 7.500e-03, eta: 2 days, 3:01:31, time: 1.019, data_time: 0.006, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8198, loss_cls: 1.6568, loss: 1.6568, grad_norm: 5.6810 2020-10-11 19:52:32,680 - mmaction - INFO - Epoch [15][2960/5010] lr: 7.500e-03, eta: 2 days, 3:01:08, time: 0.982, data_time: 0.005, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8240, loss_cls: 1.5960, loss: 1.5960, grad_norm: 6.2055 2020-10-11 19:52:53,118 - mmaction - INFO - Epoch [15][2980/5010] lr: 7.500e-03, eta: 2 days, 3:00:46, time: 1.022, data_time: 0.002, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8094, loss_cls: 1.7439, loss: 1.7439, grad_norm: 5.9389 2020-10-11 19:53:13,029 - mmaction - INFO - Epoch [15][3000/5010] lr: 7.500e-03, eta: 2 days, 3:00:24, time: 0.996, data_time: 0.007, memory: 10398, top1_acc: 0.6062, top5_acc: 0.8240, loss_cls: 1.6798, loss: 1.6798, grad_norm: 5.8384 2020-10-11 19:53:34,201 - mmaction - INFO - Epoch [15][3020/5010] lr: 7.500e-03, eta: 2 days, 3:00:04, time: 1.056, data_time: 0.002, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8063, loss_cls: 1.6888, loss: 1.6888, grad_norm: 6.0858 2020-10-11 19:53:54,407 - mmaction - INFO - Epoch [15][3040/5010] lr: 7.500e-03, eta: 2 days, 2:59:42, time: 1.013, data_time: 0.007, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8260, loss_cls: 1.6985, loss: 1.6985, grad_norm: 6.0377 2020-10-11 19:54:15,097 - mmaction - INFO - Epoch [15][3060/5010] lr: 7.500e-03, eta: 2 days, 2:59:21, time: 1.032, data_time: 0.005, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8313, loss_cls: 1.6812, loss: 1.6812, grad_norm: 5.9873 2020-10-11 19:54:34,360 - mmaction - INFO - Epoch [15][3080/5010] lr: 7.500e-03, eta: 2 days, 2:58:57, time: 0.966, data_time: 0.008, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8271, loss_cls: 1.6281, loss: 1.6281, grad_norm: 5.9177 2020-10-11 19:54:54,668 - mmaction - INFO - Epoch [15][3100/5010] lr: 7.500e-03, eta: 2 days, 2:58:36, time: 1.015, data_time: 0.002, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8292, loss_cls: 1.5729, loss: 1.5729, grad_norm: 5.7889 2020-10-11 19:55:14,545 - mmaction - INFO - Epoch [15][3120/5010] lr: 7.500e-03, eta: 2 days, 2:58:13, time: 0.992, data_time: 0.004, memory: 10398, top1_acc: 0.6344, top5_acc: 0.8260, loss_cls: 1.6094, loss: 1.6094, grad_norm: 5.8357 2020-10-11 19:55:35,281 - mmaction - INFO - Epoch [15][3140/5010] lr: 7.500e-03, eta: 2 days, 2:57:52, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8302, loss_cls: 1.5824, loss: 1.5824, grad_norm: 5.7349 2020-10-11 19:55:54,876 - mmaction - INFO - Epoch [15][3160/5010] lr: 7.500e-03, eta: 2 days, 2:57:29, time: 0.980, data_time: 0.004, memory: 10398, top1_acc: 0.5802, top5_acc: 0.8083, loss_cls: 1.7427, loss: 1.7427, grad_norm: 6.2731 2020-10-11 19:56:15,208 - mmaction - INFO - Epoch [15][3180/5010] lr: 7.500e-03, eta: 2 days, 2:57:07, time: 1.014, data_time: 0.004, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8125, loss_cls: 1.6395, loss: 1.6395, grad_norm: 5.8374 2020-10-11 19:56:35,631 - mmaction - INFO - Epoch [15][3200/5010] lr: 7.500e-03, eta: 2 days, 2:56:46, time: 1.023, data_time: 0.007, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8104, loss_cls: 1.6985, loss: 1.6985, grad_norm: 5.8950 2020-10-11 19:56:56,438 - mmaction - INFO - Epoch [15][3220/5010] lr: 7.500e-03, eta: 2 days, 2:56:25, time: 1.040, data_time: 0.002, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8354, loss_cls: 1.5859, loss: 1.5859, grad_norm: 5.8439 2020-10-11 19:57:16,144 - mmaction - INFO - Epoch [15][3240/5010] lr: 7.500e-03, eta: 2 days, 2:56:02, time: 0.981, data_time: 0.005, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8198, loss_cls: 1.6752, loss: 1.6752, grad_norm: 6.0605 2020-10-11 19:57:36,337 - mmaction - INFO - Epoch [15][3260/5010] lr: 7.500e-03, eta: 2 days, 2:55:40, time: 1.014, data_time: 0.008, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8344, loss_cls: 1.5970, loss: 1.5970, grad_norm: 5.9397 2020-10-11 19:57:56,807 - mmaction - INFO - Epoch [15][3280/5010] lr: 7.500e-03, eta: 2 days, 2:55:19, time: 1.021, data_time: 0.005, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8354, loss_cls: 1.5781, loss: 1.5781, grad_norm: 5.6769 2020-10-11 19:58:17,162 - mmaction - INFO - Epoch [15][3300/5010] lr: 7.500e-03, eta: 2 days, 2:54:58, time: 1.020, data_time: 0.005, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8125, loss_cls: 1.6815, loss: 1.6815, grad_norm: 6.1745 2020-10-11 19:58:37,884 - mmaction - INFO - Epoch [15][3320/5010] lr: 7.500e-03, eta: 2 days, 2:54:37, time: 1.033, data_time: 0.005, memory: 10398, top1_acc: 0.6271, top5_acc: 0.8406, loss_cls: 1.5191, loss: 1.5191, grad_norm: 5.6425 2020-10-11 19:58:58,443 - mmaction - INFO - Epoch [15][3340/5010] lr: 7.500e-03, eta: 2 days, 2:54:16, time: 1.031, data_time: 0.007, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8229, loss_cls: 1.6936, loss: 1.6936, grad_norm: 6.2125 2020-10-11 19:59:18,717 - mmaction - INFO - Epoch [15][3360/5010] lr: 7.500e-03, eta: 2 days, 2:53:54, time: 1.011, data_time: 0.005, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8406, loss_cls: 1.5859, loss: 1.5859, grad_norm: 5.8102 2020-10-11 19:59:39,942 - mmaction - INFO - Epoch [15][3380/5010] lr: 7.500e-03, eta: 2 days, 2:53:35, time: 1.065, data_time: 0.007, memory: 10398, top1_acc: 0.6062, top5_acc: 0.8385, loss_cls: 1.5736, loss: 1.5736, grad_norm: 6.0293 2020-10-11 20:00:00,434 - mmaction - INFO - Epoch [15][3400/5010] lr: 7.500e-03, eta: 2 days, 2:53:13, time: 1.022, data_time: 0.004, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8344, loss_cls: 1.6428, loss: 1.6428, grad_norm: 5.9738 2020-10-11 20:00:30,082 - mmaction - INFO - Epoch [15][3420/5010] lr: 7.500e-03, eta: 2 days, 2:53:13, time: 1.452, data_time: 0.010, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8437, loss_cls: 1.5598, loss: 1.5598, grad_norm: 5.9221 2020-10-11 20:00:49,302 - mmaction - INFO - Epoch [15][3440/5010] lr: 7.500e-03, eta: 2 days, 2:52:50, time: 0.994, data_time: 0.052, memory: 10398, top1_acc: 0.5646, top5_acc: 0.8260, loss_cls: 1.6894, loss: 1.6894, grad_norm: 6.0670 2020-10-11 20:01:10,265 - mmaction - INFO - Epoch [15][3460/5010] lr: 7.500e-03, eta: 2 days, 2:52:30, time: 1.046, data_time: 0.006, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8302, loss_cls: 1.6214, loss: 1.6214, grad_norm: 6.0152 2020-10-11 20:01:30,849 - mmaction - INFO - Epoch [15][3480/5010] lr: 7.500e-03, eta: 2 days, 2:52:09, time: 1.031, data_time: 0.005, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8469, loss_cls: 1.5786, loss: 1.5786, grad_norm: 6.1660 2020-10-11 20:01:50,637 - mmaction - INFO - Epoch [15][3500/5010] lr: 7.500e-03, eta: 2 days, 2:51:46, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8229, loss_cls: 1.7030, loss: 1.7030, grad_norm: 5.9953 2020-10-11 20:02:11,718 - mmaction - INFO - Epoch [15][3520/5010] lr: 7.500e-03, eta: 2 days, 2:51:26, time: 1.051, data_time: 0.005, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8198, loss_cls: 1.6912, loss: 1.6912, grad_norm: 5.8109 2020-10-11 20:02:32,048 - mmaction - INFO - Epoch [15][3540/5010] lr: 7.500e-03, eta: 2 days, 2:51:05, time: 1.019, data_time: 0.008, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8167, loss_cls: 1.6984, loss: 1.6984, grad_norm: 5.7784 2020-10-11 20:02:51,764 - mmaction - INFO - Epoch [15][3560/5010] lr: 7.500e-03, eta: 2 days, 2:50:41, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8219, loss_cls: 1.7267, loss: 1.7267, grad_norm: 6.1218 2020-10-11 20:03:13,734 - mmaction - INFO - Epoch [15][3580/5010] lr: 7.500e-03, eta: 2 days, 2:50:24, time: 1.097, data_time: 0.005, memory: 10398, top1_acc: 0.5937, top5_acc: 0.8240, loss_cls: 1.6524, loss: 1.6524, grad_norm: 6.1338 2020-10-11 20:03:33,540 - mmaction - INFO - Epoch [15][3600/5010] lr: 7.500e-03, eta: 2 days, 2:50:01, time: 0.992, data_time: 0.007, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8135, loss_cls: 1.6929, loss: 1.6929, grad_norm: 5.9539 2020-10-11 20:03:53,769 - mmaction - INFO - Epoch [15][3620/5010] lr: 7.500e-03, eta: 2 days, 2:49:39, time: 1.012, data_time: 0.003, memory: 10398, top1_acc: 0.6302, top5_acc: 0.8531, loss_cls: 1.5494, loss: 1.5494, grad_norm: 5.8012 2020-10-11 20:04:14,770 - mmaction - INFO - Epoch [15][3640/5010] lr: 7.500e-03, eta: 2 days, 2:49:19, time: 1.050, data_time: 0.005, memory: 10398, top1_acc: 0.6333, top5_acc: 0.8344, loss_cls: 1.5031, loss: 1.5031, grad_norm: 5.9113 2020-10-11 20:04:35,924 - mmaction - INFO - Epoch [15][3660/5010] lr: 7.500e-03, eta: 2 days, 2:48:59, time: 1.056, data_time: 0.002, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8396, loss_cls: 1.6021, loss: 1.6021, grad_norm: 5.8888 2020-10-11 20:04:56,297 - mmaction - INFO - Epoch [15][3680/5010] lr: 7.500e-03, eta: 2 days, 2:48:38, time: 1.020, data_time: 0.007, memory: 10398, top1_acc: 0.5687, top5_acc: 0.7948, loss_cls: 1.7769, loss: 1.7769, grad_norm: 6.0025 2020-10-11 20:05:17,613 - mmaction - INFO - Epoch [15][3700/5010] lr: 7.500e-03, eta: 2 days, 2:48:18, time: 1.062, data_time: 0.007, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8344, loss_cls: 1.6087, loss: 1.6087, grad_norm: 5.9374 2020-10-11 20:05:37,444 - mmaction - INFO - Epoch [15][3720/5010] lr: 7.500e-03, eta: 2 days, 2:47:56, time: 0.995, data_time: 0.008, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8385, loss_cls: 1.5554, loss: 1.5554, grad_norm: 5.7892 2020-10-11 20:05:57,917 - mmaction - INFO - Epoch [15][3740/5010] lr: 7.500e-03, eta: 2 days, 2:47:35, time: 1.024, data_time: 0.005, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8188, loss_cls: 1.7155, loss: 1.7155, grad_norm: 5.9562 2020-10-11 20:06:17,774 - mmaction - INFO - Epoch [15][3760/5010] lr: 7.500e-03, eta: 2 days, 2:47:12, time: 0.991, data_time: 0.005, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8260, loss_cls: 1.6646, loss: 1.6646, grad_norm: 5.6635 2020-10-11 20:06:38,397 - mmaction - INFO - Epoch [15][3780/5010] lr: 7.500e-03, eta: 2 days, 2:46:51, time: 1.032, data_time: 0.007, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8229, loss_cls: 1.6369, loss: 1.6369, grad_norm: 5.8474 2020-10-11 20:06:59,773 - mmaction - INFO - Epoch [15][3800/5010] lr: 7.500e-03, eta: 2 days, 2:46:32, time: 1.068, data_time: 0.005, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8344, loss_cls: 1.6452, loss: 1.6452, grad_norm: 5.8614 2020-10-11 20:07:19,028 - mmaction - INFO - Epoch [15][3820/5010] lr: 7.500e-03, eta: 2 days, 2:46:08, time: 0.964, data_time: 0.005, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8479, loss_cls: 1.5904, loss: 1.5904, grad_norm: 5.9798 2020-10-11 20:07:39,211 - mmaction - INFO - Epoch [15][3840/5010] lr: 7.500e-03, eta: 2 days, 2:45:46, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8365, loss_cls: 1.5669, loss: 1.5669, grad_norm: 5.7418 2020-10-11 20:08:00,337 - mmaction - INFO - Epoch [15][3860/5010] lr: 7.500e-03, eta: 2 days, 2:45:26, time: 1.051, data_time: 0.006, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8323, loss_cls: 1.5717, loss: 1.5717, grad_norm: 5.7235 2020-10-11 20:08:20,072 - mmaction - INFO - Epoch [15][3880/5010] lr: 7.500e-03, eta: 2 days, 2:45:03, time: 0.991, data_time: 0.007, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8281, loss_cls: 1.6554, loss: 1.6554, grad_norm: 5.8653 2020-10-11 20:08:42,135 - mmaction - INFO - Epoch [15][3900/5010] lr: 7.500e-03, eta: 2 days, 2:44:45, time: 1.100, data_time: 0.005, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8229, loss_cls: 1.6927, loss: 1.6927, grad_norm: 6.1828 2020-10-11 20:09:02,104 - mmaction - INFO - Epoch [15][3920/5010] lr: 7.500e-03, eta: 2 days, 2:44:23, time: 1.002, data_time: 0.007, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8281, loss_cls: 1.6727, loss: 1.6727, grad_norm: 5.8388 2020-10-11 20:09:22,297 - mmaction - INFO - Epoch [15][3940/5010] lr: 7.500e-03, eta: 2 days, 2:44:01, time: 1.010, data_time: 0.005, memory: 10398, top1_acc: 0.5740, top5_acc: 0.7917, loss_cls: 1.8038, loss: 1.8038, grad_norm: 6.1411 2020-10-11 20:09:42,619 - mmaction - INFO - Epoch [15][3960/5010] lr: 7.500e-03, eta: 2 days, 2:43:40, time: 1.015, data_time: 0.002, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8219, loss_cls: 1.6804, loss: 1.6804, grad_norm: 5.9036 2020-10-11 20:10:03,460 - mmaction - INFO - Epoch [15][3980/5010] lr: 7.500e-03, eta: 2 days, 2:43:19, time: 1.043, data_time: 0.006, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8073, loss_cls: 1.7210, loss: 1.7210, grad_norm: 6.0336 2020-10-11 20:10:24,842 - mmaction - INFO - Epoch [15][4000/5010] lr: 7.500e-03, eta: 2 days, 2:43:00, time: 1.069, data_time: 0.002, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8240, loss_cls: 1.6440, loss: 1.6440, grad_norm: 5.8653 2020-10-11 20:10:43,895 - mmaction - INFO - Epoch [15][4020/5010] lr: 7.500e-03, eta: 2 days, 2:42:35, time: 0.952, data_time: 0.002, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8417, loss_cls: 1.5796, loss: 1.5796, grad_norm: 5.8001 2020-10-11 20:11:05,380 - mmaction - INFO - Epoch [15][4040/5010] lr: 7.500e-03, eta: 2 days, 2:42:16, time: 1.072, data_time: 0.006, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8177, loss_cls: 1.6177, loss: 1.6177, grad_norm: 5.8495 2020-10-11 20:11:25,481 - mmaction - INFO - Epoch [15][4060/5010] lr: 7.500e-03, eta: 2 days, 2:41:54, time: 1.008, data_time: 0.008, memory: 10398, top1_acc: 0.6292, top5_acc: 0.8385, loss_cls: 1.5570, loss: 1.5570, grad_norm: 5.7303 2020-10-11 20:11:45,516 - mmaction - INFO - Epoch [15][4080/5010] lr: 7.500e-03, eta: 2 days, 2:41:32, time: 1.002, data_time: 0.002, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8281, loss_cls: 1.6175, loss: 1.6175, grad_norm: 6.0153 2020-10-11 20:12:07,097 - mmaction - INFO - Epoch [15][4100/5010] lr: 7.500e-03, eta: 2 days, 2:41:13, time: 1.078, data_time: 0.005, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8146, loss_cls: 1.7259, loss: 1.7259, grad_norm: 6.0866 2020-10-11 20:12:27,082 - mmaction - INFO - Epoch [15][4120/5010] lr: 7.500e-03, eta: 2 days, 2:40:51, time: 1.001, data_time: 0.004, memory: 10398, top1_acc: 0.5667, top5_acc: 0.8177, loss_cls: 1.7207, loss: 1.7207, grad_norm: 5.9529 2020-10-11 20:12:48,259 - mmaction - INFO - Epoch [15][4140/5010] lr: 7.500e-03, eta: 2 days, 2:40:31, time: 1.058, data_time: 0.002, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8229, loss_cls: 1.6459, loss: 1.6459, grad_norm: 5.5756 2020-10-11 20:13:08,504 - mmaction - INFO - Epoch [15][4160/5010] lr: 7.500e-03, eta: 2 days, 2:40:10, time: 1.013, data_time: 0.003, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8302, loss_cls: 1.6641, loss: 1.6641, grad_norm: 5.8720 2020-10-11 20:13:29,338 - mmaction - INFO - Epoch [15][4180/5010] lr: 7.500e-03, eta: 2 days, 2:39:49, time: 1.042, data_time: 0.002, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8219, loss_cls: 1.6227, loss: 1.6227, grad_norm: 6.0138 2020-10-11 20:13:49,853 - mmaction - INFO - Epoch [15][4200/5010] lr: 7.500e-03, eta: 2 days, 2:39:28, time: 1.026, data_time: 0.007, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8042, loss_cls: 1.7030, loss: 1.7030, grad_norm: 6.2335 2020-10-11 20:14:11,481 - mmaction - INFO - Epoch [15][4220/5010] lr: 7.500e-03, eta: 2 days, 2:39:10, time: 1.079, data_time: 0.005, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8458, loss_cls: 1.6287, loss: 1.6287, grad_norm: 5.9326 2020-10-11 20:14:31,542 - mmaction - INFO - Epoch [15][4240/5010] lr: 7.500e-03, eta: 2 days, 2:38:47, time: 1.004, data_time: 0.006, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8292, loss_cls: 1.6451, loss: 1.6451, grad_norm: 5.8563 2020-10-11 20:14:51,107 - mmaction - INFO - Epoch [15][4260/5010] lr: 7.500e-03, eta: 2 days, 2:38:24, time: 0.980, data_time: 0.003, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8313, loss_cls: 1.6110, loss: 1.6110, grad_norm: 6.0267 2020-10-11 20:15:12,248 - mmaction - INFO - Epoch [15][4280/5010] lr: 7.500e-03, eta: 2 days, 2:38:04, time: 1.054, data_time: 0.005, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8312, loss_cls: 1.5877, loss: 1.5877, grad_norm: 5.8764 2020-10-11 20:15:31,665 - mmaction - INFO - Epoch [15][4300/5010] lr: 7.500e-03, eta: 2 days, 2:37:41, time: 0.974, data_time: 0.008, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8083, loss_cls: 1.7076, loss: 1.7076, grad_norm: 5.9353 2020-10-11 20:15:52,408 - mmaction - INFO - Epoch [15][4320/5010] lr: 7.500e-03, eta: 2 days, 2:37:20, time: 1.038, data_time: 0.003, memory: 10398, top1_acc: 0.6208, top5_acc: 0.8292, loss_cls: 1.6186, loss: 1.6186, grad_norm: 5.8597 2020-10-11 20:16:13,132 - mmaction - INFO - Epoch [15][4340/5010] lr: 7.500e-03, eta: 2 days, 2:36:59, time: 1.033, data_time: 0.004, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8250, loss_cls: 1.7219, loss: 1.7219, grad_norm: 6.1240 2020-10-11 20:16:33,601 - mmaction - INFO - Epoch [15][4360/5010] lr: 7.500e-03, eta: 2 days, 2:36:38, time: 1.027, data_time: 0.007, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8062, loss_cls: 1.7090, loss: 1.7090, grad_norm: 5.8604 2020-10-11 20:16:53,850 - mmaction - INFO - Epoch [15][4380/5010] lr: 7.500e-03, eta: 2 days, 2:36:16, time: 1.012, data_time: 0.002, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8313, loss_cls: 1.6920, loss: 1.6920, grad_norm: 6.0797 2020-10-11 20:17:13,597 - mmaction - INFO - Epoch [15][4400/5010] lr: 7.500e-03, eta: 2 days, 2:35:53, time: 0.988, data_time: 0.003, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8167, loss_cls: 1.6835, loss: 1.6835, grad_norm: 6.0641 2020-10-11 20:17:34,554 - mmaction - INFO - Epoch [15][4420/5010] lr: 7.500e-03, eta: 2 days, 2:35:33, time: 1.048, data_time: 0.005, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8313, loss_cls: 1.6956, loss: 1.6956, grad_norm: 6.0621 2020-10-11 20:17:54,876 - mmaction - INFO - Epoch [15][4440/5010] lr: 7.500e-03, eta: 2 days, 2:35:12, time: 1.016, data_time: 0.002, memory: 10398, top1_acc: 0.5708, top5_acc: 0.8135, loss_cls: 1.7205, loss: 1.7205, grad_norm: 6.3582 2020-10-11 20:18:14,216 - mmaction - INFO - Epoch [15][4460/5010] lr: 7.500e-03, eta: 2 days, 2:34:48, time: 0.963, data_time: 0.005, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8260, loss_cls: 1.7157, loss: 1.7157, grad_norm: 6.0622 2020-10-11 20:18:34,497 - mmaction - INFO - Epoch [15][4480/5010] lr: 7.500e-03, eta: 2 days, 2:34:26, time: 1.017, data_time: 0.007, memory: 10398, top1_acc: 0.5531, top5_acc: 0.7948, loss_cls: 1.8472, loss: 1.8472, grad_norm: 6.0820 2020-10-11 20:18:55,486 - mmaction - INFO - Epoch [15][4500/5010] lr: 7.500e-03, eta: 2 days, 2:34:06, time: 1.050, data_time: 0.003, memory: 10398, top1_acc: 0.6219, top5_acc: 0.8281, loss_cls: 1.5791, loss: 1.5791, grad_norm: 5.6578 2020-10-11 20:19:14,676 - mmaction - INFO - Epoch [15][4520/5010] lr: 7.500e-03, eta: 2 days, 2:33:42, time: 0.958, data_time: 0.005, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8167, loss_cls: 1.7466, loss: 1.7466, grad_norm: 6.0173 2020-10-11 20:19:35,039 - mmaction - INFO - Epoch [15][4540/5010] lr: 7.500e-03, eta: 2 days, 2:33:20, time: 1.019, data_time: 0.007, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8365, loss_cls: 1.5759, loss: 1.5759, grad_norm: 5.7945 2020-10-11 20:19:55,104 - mmaction - INFO - Epoch [15][4560/5010] lr: 7.500e-03, eta: 2 days, 2:32:58, time: 1.004, data_time: 0.002, memory: 10398, top1_acc: 0.6302, top5_acc: 0.8375, loss_cls: 1.5574, loss: 1.5574, grad_norm: 5.6067 2020-10-11 20:20:15,236 - mmaction - INFO - Epoch [15][4580/5010] lr: 7.500e-03, eta: 2 days, 2:32:36, time: 1.005, data_time: 0.004, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8417, loss_cls: 1.6241, loss: 1.6241, grad_norm: 6.0015 2020-10-11 20:20:34,692 - mmaction - INFO - Epoch [15][4600/5010] lr: 7.500e-03, eta: 2 days, 2:32:12, time: 0.974, data_time: 0.005, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8042, loss_cls: 1.6759, loss: 1.6759, grad_norm: 5.8945 2020-10-11 20:20:55,785 - mmaction - INFO - Epoch [15][4620/5010] lr: 7.500e-03, eta: 2 days, 2:31:53, time: 1.055, data_time: 0.003, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8219, loss_cls: 1.6231, loss: 1.6231, grad_norm: 5.9479 2020-10-11 20:21:15,092 - mmaction - INFO - Epoch [15][4640/5010] lr: 7.500e-03, eta: 2 days, 2:31:28, time: 0.964, data_time: 0.005, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8250, loss_cls: 1.7061, loss: 1.7061, grad_norm: 5.8130 2020-10-11 20:21:36,896 - mmaction - INFO - Epoch [15][4660/5010] lr: 7.500e-03, eta: 2 days, 2:31:10, time: 1.088, data_time: 0.004, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8229, loss_cls: 1.6334, loss: 1.6334, grad_norm: 5.9382 2020-10-11 20:21:57,607 - mmaction - INFO - Epoch [15][4680/5010] lr: 7.500e-03, eta: 2 days, 2:30:50, time: 1.039, data_time: 0.007, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8219, loss_cls: 1.6536, loss: 1.6536, grad_norm: 5.7593 2020-10-11 20:22:17,414 - mmaction - INFO - Epoch [15][4700/5010] lr: 7.500e-03, eta: 2 days, 2:30:27, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.6281, top5_acc: 0.8385, loss_cls: 1.5623, loss: 1.5623, grad_norm: 5.8080 2020-10-11 20:22:38,050 - mmaction - INFO - Epoch [15][4720/5010] lr: 7.500e-03, eta: 2 days, 2:30:06, time: 1.034, data_time: 0.006, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8260, loss_cls: 1.6471, loss: 1.6471, grad_norm: 6.1090 2020-10-11 20:22:58,976 - mmaction - INFO - Epoch [15][4740/5010] lr: 7.500e-03, eta: 2 days, 2:29:46, time: 1.046, data_time: 0.002, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8292, loss_cls: 1.7127, loss: 1.7127, grad_norm: 5.9565 2020-10-11 20:23:20,387 - mmaction - INFO - Epoch [15][4760/5010] lr: 7.500e-03, eta: 2 days, 2:29:27, time: 1.069, data_time: 0.005, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8229, loss_cls: 1.6374, loss: 1.6374, grad_norm: 6.0187 2020-10-11 20:23:40,854 - mmaction - INFO - Epoch [15][4780/5010] lr: 7.500e-03, eta: 2 days, 2:29:06, time: 1.025, data_time: 0.004, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8115, loss_cls: 1.6879, loss: 1.6879, grad_norm: 5.9575 2020-10-11 20:24:01,113 - mmaction - INFO - Epoch [15][4800/5010] lr: 7.500e-03, eta: 2 days, 2:28:44, time: 1.010, data_time: 0.006, memory: 10398, top1_acc: 0.5760, top5_acc: 0.8115, loss_cls: 1.6981, loss: 1.6981, grad_norm: 5.9946 2020-10-11 20:24:21,223 - mmaction - INFO - Epoch [15][4820/5010] lr: 7.500e-03, eta: 2 days, 2:28:22, time: 1.008, data_time: 0.007, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8177, loss_cls: 1.7634, loss: 1.7634, grad_norm: 5.8893 2020-10-11 20:24:41,876 - mmaction - INFO - Epoch [15][4840/5010] lr: 7.500e-03, eta: 2 days, 2:28:01, time: 1.032, data_time: 0.003, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8219, loss_cls: 1.6130, loss: 1.6130, grad_norm: 5.6697 2020-10-11 20:25:02,001 - mmaction - INFO - Epoch [15][4860/5010] lr: 7.500e-03, eta: 2 days, 2:27:39, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8313, loss_cls: 1.6096, loss: 1.6096, grad_norm: 6.1067 2020-10-11 20:25:22,276 - mmaction - INFO - Epoch [15][4880/5010] lr: 7.500e-03, eta: 2 days, 2:27:17, time: 1.014, data_time: 0.003, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8260, loss_cls: 1.6626, loss: 1.6626, grad_norm: 5.9741 2020-10-11 20:25:42,205 - mmaction - INFO - Epoch [15][4900/5010] lr: 7.500e-03, eta: 2 days, 2:26:55, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8250, loss_cls: 1.6906, loss: 1.6906, grad_norm: 6.1033 2020-10-11 20:26:02,759 - mmaction - INFO - Epoch [15][4920/5010] lr: 7.500e-03, eta: 2 days, 2:26:33, time: 1.024, data_time: 0.005, memory: 10398, top1_acc: 0.6354, top5_acc: 0.8406, loss_cls: 1.5436, loss: 1.5436, grad_norm: 5.8717 2020-10-11 20:26:22,891 - mmaction - INFO - Epoch [15][4940/5010] lr: 7.500e-03, eta: 2 days, 2:26:12, time: 1.010, data_time: 0.008, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8187, loss_cls: 1.6423, loss: 1.6423, grad_norm: 6.0025 2020-10-11 20:26:43,093 - mmaction - INFO - Epoch [15][4960/5010] lr: 7.500e-03, eta: 2 days, 2:25:50, time: 1.010, data_time: 0.002, memory: 10398, top1_acc: 0.5625, top5_acc: 0.8115, loss_cls: 1.7731, loss: 1.7731, grad_norm: 6.1322 2020-10-11 20:27:03,412 - mmaction - INFO - Epoch [15][4980/5010] lr: 7.500e-03, eta: 2 days, 2:25:28, time: 1.016, data_time: 0.004, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8385, loss_cls: 1.6141, loss: 1.6141, grad_norm: 5.6795 2020-10-11 20:27:22,994 - mmaction - INFO - Epoch [15][5000/5010] lr: 7.500e-03, eta: 2 days, 2:25:05, time: 0.979, data_time: 0.006, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8281, loss_cls: 1.5737, loss: 1.5737, grad_norm: 5.8554 2020-10-11 20:27:32,966 - mmaction - INFO - Saving checkpoint at 15 epochs 2020-10-11 20:28:05,652 - mmaction - INFO - Epoch [16][20/5010] lr: 7.500e-03, eta: 2 days, 2:24:33, time: 1.535, data_time: 0.662, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8167, loss_cls: 1.6773, loss: 1.6773, grad_norm: 5.9200 2020-10-11 20:28:23,862 - mmaction - INFO - Epoch [16][40/5010] lr: 7.500e-03, eta: 2 days, 2:24:06, time: 0.910, data_time: 0.002, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8396, loss_cls: 1.5785, loss: 1.5785, grad_norm: 5.7508 2020-10-11 20:28:44,099 - mmaction - INFO - Epoch [16][60/5010] lr: 7.500e-03, eta: 2 days, 2:23:45, time: 1.012, data_time: 0.002, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8417, loss_cls: 1.5548, loss: 1.5548, grad_norm: 5.9572 2020-10-11 20:29:03,778 - mmaction - INFO - Epoch [16][80/5010] lr: 7.500e-03, eta: 2 days, 2:23:22, time: 0.982, data_time: 0.004, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8323, loss_cls: 1.5504, loss: 1.5504, grad_norm: 5.9577 2020-10-11 20:29:23,530 - mmaction - INFO - Epoch [16][100/5010] lr: 7.500e-03, eta: 2 days, 2:22:59, time: 0.990, data_time: 0.008, memory: 10398, top1_acc: 0.6302, top5_acc: 0.8302, loss_cls: 1.5515, loss: 1.5515, grad_norm: 5.8649 2020-10-11 20:29:43,794 - mmaction - INFO - Epoch [16][120/5010] lr: 7.500e-03, eta: 2 days, 2:22:37, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.6333, top5_acc: 0.8385, loss_cls: 1.5113, loss: 1.5113, grad_norm: 5.8723 2020-10-11 20:30:03,485 - mmaction - INFO - Epoch [16][140/5010] lr: 7.500e-03, eta: 2 days, 2:22:14, time: 0.984, data_time: 0.004, memory: 10398, top1_acc: 0.6240, top5_acc: 0.8344, loss_cls: 1.5490, loss: 1.5490, grad_norm: 5.8611 2020-10-11 20:30:23,554 - mmaction - INFO - Epoch [16][160/5010] lr: 7.500e-03, eta: 2 days, 2:21:52, time: 1.004, data_time: 0.002, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8406, loss_cls: 1.5518, loss: 1.5518, grad_norm: 5.9437 2020-10-11 20:30:44,521 - mmaction - INFO - Epoch [16][180/5010] lr: 7.500e-03, eta: 2 days, 2:21:32, time: 1.048, data_time: 0.002, memory: 10398, top1_acc: 0.6062, top5_acc: 0.8344, loss_cls: 1.5806, loss: 1.5806, grad_norm: 5.5298 2020-10-11 20:31:04,397 - mmaction - INFO - Epoch [16][200/5010] lr: 7.500e-03, eta: 2 days, 2:21:09, time: 0.994, data_time: 0.004, memory: 10398, top1_acc: 0.6219, top5_acc: 0.8365, loss_cls: 1.5836, loss: 1.5836, grad_norm: 5.8421 2020-10-11 20:31:25,279 - mmaction - INFO - Epoch [16][220/5010] lr: 7.500e-03, eta: 2 days, 2:20:49, time: 1.045, data_time: 0.006, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8323, loss_cls: 1.5694, loss: 1.5694, grad_norm: 5.9573 2020-10-11 20:31:45,940 - mmaction - INFO - Epoch [16][240/5010] lr: 7.500e-03, eta: 2 days, 2:20:28, time: 1.033, data_time: 0.002, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8146, loss_cls: 1.6754, loss: 1.6754, grad_norm: 6.0025 2020-10-11 20:32:05,338 - mmaction - INFO - Epoch [16][260/5010] lr: 7.500e-03, eta: 2 days, 2:20:04, time: 0.970, data_time: 0.002, memory: 10398, top1_acc: 0.6417, top5_acc: 0.8500, loss_cls: 1.4870, loss: 1.4870, grad_norm: 5.8892 2020-10-11 20:32:25,045 - mmaction - INFO - Epoch [16][280/5010] lr: 7.500e-03, eta: 2 days, 2:19:41, time: 0.985, data_time: 0.005, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8125, loss_cls: 1.6362, loss: 1.6362, grad_norm: 6.0609 2020-10-11 20:32:46,211 - mmaction - INFO - Epoch [16][300/5010] lr: 7.500e-03, eta: 2 days, 2:19:22, time: 1.058, data_time: 0.002, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8313, loss_cls: 1.6008, loss: 1.6008, grad_norm: 5.8891 2020-10-11 20:33:05,844 - mmaction - INFO - Epoch [16][320/5010] lr: 7.500e-03, eta: 2 days, 2:18:59, time: 0.982, data_time: 0.002, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8177, loss_cls: 1.6218, loss: 1.6218, grad_norm: 6.1806 2020-10-11 20:33:25,901 - mmaction - INFO - Epoch [16][340/5010] lr: 7.500e-03, eta: 2 days, 2:18:36, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8250, loss_cls: 1.6350, loss: 1.6350, grad_norm: 6.0276 2020-10-11 20:33:46,114 - mmaction - INFO - Epoch [16][360/5010] lr: 7.500e-03, eta: 2 days, 2:18:15, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8312, loss_cls: 1.6627, loss: 1.6627, grad_norm: 6.0613 2020-10-11 20:34:06,720 - mmaction - INFO - Epoch [16][380/5010] lr: 7.500e-03, eta: 2 days, 2:17:54, time: 1.028, data_time: 0.005, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8292, loss_cls: 1.6190, loss: 1.6190, grad_norm: 6.0795 2020-10-11 20:34:26,767 - mmaction - INFO - Epoch [16][400/5010] lr: 7.500e-03, eta: 2 days, 2:17:31, time: 1.004, data_time: 0.007, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8208, loss_cls: 1.6407, loss: 1.6407, grad_norm: 6.1764 2020-10-11 20:34:46,979 - mmaction - INFO - Epoch [16][420/5010] lr: 7.500e-03, eta: 2 days, 2:17:10, time: 1.011, data_time: 0.009, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8354, loss_cls: 1.5410, loss: 1.5410, grad_norm: 5.9681 2020-10-11 20:35:06,982 - mmaction - INFO - Epoch [16][440/5010] lr: 7.500e-03, eta: 2 days, 2:16:47, time: 1.001, data_time: 0.004, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8490, loss_cls: 1.5924, loss: 1.5924, grad_norm: 6.0907 2020-10-11 20:35:28,357 - mmaction - INFO - Epoch [16][460/5010] lr: 7.500e-03, eta: 2 days, 2:16:28, time: 1.068, data_time: 0.002, memory: 10398, top1_acc: 0.6271, top5_acc: 0.8396, loss_cls: 1.5432, loss: 1.5432, grad_norm: 5.7246 2020-10-11 20:35:47,709 - mmaction - INFO - Epoch [16][480/5010] lr: 7.500e-03, eta: 2 days, 2:16:04, time: 0.968, data_time: 0.002, memory: 10398, top1_acc: 0.6448, top5_acc: 0.8385, loss_cls: 1.5243, loss: 1.5243, grad_norm: 5.4858 2020-10-11 20:36:07,875 - mmaction - INFO - Epoch [16][500/5010] lr: 7.500e-03, eta: 2 days, 2:15:42, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.6260, top5_acc: 0.8344, loss_cls: 1.5859, loss: 1.5859, grad_norm: 5.8097 2020-10-11 20:36:27,604 - mmaction - INFO - Epoch [16][520/5010] lr: 7.500e-03, eta: 2 days, 2:15:19, time: 0.989, data_time: 0.007, memory: 10398, top1_acc: 0.6417, top5_acc: 0.8344, loss_cls: 1.5022, loss: 1.5022, grad_norm: 5.6511 2020-10-11 20:36:48,561 - mmaction - INFO - Epoch [16][540/5010] lr: 7.500e-03, eta: 2 days, 2:14:59, time: 1.048, data_time: 0.002, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8271, loss_cls: 1.5984, loss: 1.5984, grad_norm: 5.9230 2020-10-11 20:37:08,198 - mmaction - INFO - Epoch [16][560/5010] lr: 7.500e-03, eta: 2 days, 2:14:36, time: 0.979, data_time: 0.005, memory: 10398, top1_acc: 0.6260, top5_acc: 0.8333, loss_cls: 1.5476, loss: 1.5476, grad_norm: 5.9669 2020-10-11 20:37:28,468 - mmaction - INFO - Epoch [16][580/5010] lr: 7.500e-03, eta: 2 days, 2:14:15, time: 1.016, data_time: 0.008, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8167, loss_cls: 1.7209, loss: 1.7209, grad_norm: 6.1903 2020-10-11 20:37:48,654 - mmaction - INFO - Epoch [16][600/5010] lr: 7.500e-03, eta: 2 days, 2:13:53, time: 1.009, data_time: 0.002, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8406, loss_cls: 1.6199, loss: 1.6199, grad_norm: 6.0339 2020-10-11 20:38:08,839 - mmaction - INFO - Epoch [16][620/5010] lr: 7.500e-03, eta: 2 days, 2:13:31, time: 1.007, data_time: 0.005, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8042, loss_cls: 1.7419, loss: 1.7419, grad_norm: 6.0089 2020-10-11 20:38:30,028 - mmaction - INFO - Epoch [16][640/5010] lr: 7.500e-03, eta: 2 days, 2:13:11, time: 1.061, data_time: 0.007, memory: 10398, top1_acc: 0.6271, top5_acc: 0.8365, loss_cls: 1.5440, loss: 1.5440, grad_norm: 5.5430 2020-10-11 20:38:48,967 - mmaction - INFO - Epoch [16][660/5010] lr: 7.500e-03, eta: 2 days, 2:12:47, time: 0.948, data_time: 0.002, memory: 10398, top1_acc: 0.6240, top5_acc: 0.8354, loss_cls: 1.5654, loss: 1.5654, grad_norm: 5.8406 2020-10-11 20:39:08,592 - mmaction - INFO - Epoch [16][680/5010] lr: 7.500e-03, eta: 2 days, 2:12:23, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8375, loss_cls: 1.6033, loss: 1.6033, grad_norm: 5.9947 2020-10-11 20:39:28,346 - mmaction - INFO - Epoch [16][700/5010] lr: 7.500e-03, eta: 2 days, 2:12:00, time: 0.990, data_time: 0.006, memory: 10398, top1_acc: 0.6219, top5_acc: 0.8365, loss_cls: 1.5678, loss: 1.5678, grad_norm: 6.0090 2020-10-11 20:39:48,914 - mmaction - INFO - Epoch [16][720/5010] lr: 7.500e-03, eta: 2 days, 2:11:40, time: 1.029, data_time: 0.002, memory: 10398, top1_acc: 0.6250, top5_acc: 0.8542, loss_cls: 1.5147, loss: 1.5147, grad_norm: 6.0483 2020-10-11 20:40:09,032 - mmaction - INFO - Epoch [16][740/5010] lr: 7.500e-03, eta: 2 days, 2:11:17, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8458, loss_cls: 1.5671, loss: 1.5671, grad_norm: 5.8462 2020-10-11 20:40:30,070 - mmaction - INFO - Epoch [16][760/5010] lr: 7.500e-03, eta: 2 days, 2:10:58, time: 1.051, data_time: 0.002, memory: 10398, top1_acc: 0.6302, top5_acc: 0.8375, loss_cls: 1.5778, loss: 1.5778, grad_norm: 5.9726 2020-10-11 20:40:49,957 - mmaction - INFO - Epoch [16][780/5010] lr: 7.500e-03, eta: 2 days, 2:10:35, time: 0.995, data_time: 0.002, memory: 10398, top1_acc: 0.6260, top5_acc: 0.8542, loss_cls: 1.5656, loss: 1.5656, grad_norm: 6.1393 2020-10-11 20:41:09,431 - mmaction - INFO - Epoch [16][800/5010] lr: 7.500e-03, eta: 2 days, 2:10:11, time: 0.972, data_time: 0.006, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8240, loss_cls: 1.6862, loss: 1.6862, grad_norm: 6.0279 2020-10-11 20:41:29,112 - mmaction - INFO - Epoch [16][820/5010] lr: 7.500e-03, eta: 2 days, 2:09:48, time: 0.985, data_time: 0.006, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8208, loss_cls: 1.6568, loss: 1.6568, grad_norm: 5.9813 2020-10-11 20:41:48,955 - mmaction - INFO - Epoch [16][840/5010] lr: 7.500e-03, eta: 2 days, 2:09:26, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.6333, top5_acc: 0.8260, loss_cls: 1.5560, loss: 1.5560, grad_norm: 5.7565 2020-10-11 20:42:08,633 - mmaction - INFO - Epoch [16][860/5010] lr: 7.500e-03, eta: 2 days, 2:09:03, time: 0.980, data_time: 0.004, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8344, loss_cls: 1.6180, loss: 1.6180, grad_norm: 6.2417 2020-10-11 20:42:28,688 - mmaction - INFO - Epoch [16][880/5010] lr: 7.500e-03, eta: 2 days, 2:08:41, time: 1.007, data_time: 0.007, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8354, loss_cls: 1.5730, loss: 1.5730, grad_norm: 5.9357 2020-10-11 20:42:48,908 - mmaction - INFO - Epoch [16][900/5010] lr: 7.500e-03, eta: 2 days, 2:08:19, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.6313, top5_acc: 0.8375, loss_cls: 1.6108, loss: 1.6108, grad_norm: 5.8784 2020-10-11 20:43:08,563 - mmaction - INFO - Epoch [16][920/5010] lr: 7.500e-03, eta: 2 days, 2:07:56, time: 0.983, data_time: 0.006, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8281, loss_cls: 1.6601, loss: 1.6601, grad_norm: 6.0230 2020-10-11 20:43:28,685 - mmaction - INFO - Epoch [16][940/5010] lr: 7.500e-03, eta: 2 days, 2:07:34, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8333, loss_cls: 1.5563, loss: 1.5563, grad_norm: 5.8389 2020-10-11 20:43:48,147 - mmaction - INFO - Epoch [16][960/5010] lr: 7.500e-03, eta: 2 days, 2:07:10, time: 0.973, data_time: 0.002, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8250, loss_cls: 1.6656, loss: 1.6656, grad_norm: 5.9909 2020-10-11 20:44:08,513 - mmaction - INFO - Epoch [16][980/5010] lr: 7.500e-03, eta: 2 days, 2:06:49, time: 1.019, data_time: 0.004, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8125, loss_cls: 1.7287, loss: 1.7287, grad_norm: 6.1778 2020-10-11 20:44:27,782 - mmaction - INFO - Epoch [16][1000/5010] lr: 7.500e-03, eta: 2 days, 2:06:25, time: 0.963, data_time: 0.005, memory: 10398, top1_acc: 0.6260, top5_acc: 0.8229, loss_cls: 1.5918, loss: 1.5918, grad_norm: 5.8564 2020-10-11 20:44:47,829 - mmaction - INFO - Epoch [16][1020/5010] lr: 7.500e-03, eta: 2 days, 2:06:03, time: 1.002, data_time: 0.002, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8167, loss_cls: 1.7282, loss: 1.7282, grad_norm: 5.9201 2020-10-11 20:45:07,542 - mmaction - INFO - Epoch [16][1040/5010] lr: 7.500e-03, eta: 2 days, 2:05:40, time: 0.985, data_time: 0.005, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8375, loss_cls: 1.6372, loss: 1.6372, grad_norm: 5.9296 2020-10-11 20:45:27,595 - mmaction - INFO - Epoch [16][1060/5010] lr: 7.500e-03, eta: 2 days, 2:05:18, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8427, loss_cls: 1.5587, loss: 1.5587, grad_norm: 5.9995 2020-10-11 20:45:47,587 - mmaction - INFO - Epoch [16][1080/5010] lr: 7.500e-03, eta: 2 days, 2:04:55, time: 1.000, data_time: 0.002, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8125, loss_cls: 1.6832, loss: 1.6832, grad_norm: 5.9999 2020-10-11 20:46:07,725 - mmaction - INFO - Epoch [16][1100/5010] lr: 7.500e-03, eta: 2 days, 2:04:33, time: 1.003, data_time: 0.006, memory: 10398, top1_acc: 0.6333, top5_acc: 0.8469, loss_cls: 1.4968, loss: 1.4968, grad_norm: 5.7453 2020-10-11 20:46:27,847 - mmaction - INFO - Epoch [16][1120/5010] lr: 7.500e-03, eta: 2 days, 2:04:11, time: 1.010, data_time: 0.008, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8510, loss_cls: 1.5785, loss: 1.5785, grad_norm: 5.7433 2020-10-11 20:46:47,503 - mmaction - INFO - Epoch [16][1140/5010] lr: 7.500e-03, eta: 2 days, 2:03:48, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.6250, top5_acc: 0.8458, loss_cls: 1.5289, loss: 1.5289, grad_norm: 5.8224 2020-10-11 20:47:07,663 - mmaction - INFO - Epoch [16][1160/5010] lr: 7.500e-03, eta: 2 days, 2:03:26, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.6323, top5_acc: 0.8406, loss_cls: 1.5651, loss: 1.5651, grad_norm: 5.7420 2020-10-11 20:47:27,772 - mmaction - INFO - Epoch [16][1180/5010] lr: 7.500e-03, eta: 2 days, 2:03:04, time: 1.007, data_time: 0.005, memory: 10398, top1_acc: 0.6302, top5_acc: 0.8333, loss_cls: 1.5263, loss: 1.5263, grad_norm: 5.9074 2020-10-11 20:47:48,377 - mmaction - INFO - Epoch [16][1200/5010] lr: 7.500e-03, eta: 2 days, 2:02:44, time: 1.031, data_time: 0.002, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8427, loss_cls: 1.5902, loss: 1.5902, grad_norm: 5.9163 2020-10-11 20:48:08,236 - mmaction - INFO - Epoch [16][1220/5010] lr: 7.500e-03, eta: 2 days, 2:02:21, time: 0.991, data_time: 0.004, memory: 10398, top1_acc: 0.6594, top5_acc: 0.8500, loss_cls: 1.4598, loss: 1.4598, grad_norm: 5.5681 2020-10-11 20:48:29,373 - mmaction - INFO - Epoch [16][1240/5010] lr: 7.500e-03, eta: 2 days, 2:02:01, time: 1.059, data_time: 0.006, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8458, loss_cls: 1.5826, loss: 1.5826, grad_norm: 5.8443 2020-10-11 20:48:51,078 - mmaction - INFO - Epoch [16][1260/5010] lr: 7.500e-03, eta: 2 days, 2:01:43, time: 1.085, data_time: 0.002, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8552, loss_cls: 1.4808, loss: 1.4808, grad_norm: 5.9012 2020-10-11 20:49:10,443 - mmaction - INFO - Epoch [16][1280/5010] lr: 7.500e-03, eta: 2 days, 2:01:19, time: 0.968, data_time: 0.005, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8333, loss_cls: 1.5643, loss: 1.5643, grad_norm: 5.9312 2020-10-11 20:49:30,374 - mmaction - INFO - Epoch [16][1300/5010] lr: 7.500e-03, eta: 2 days, 2:00:57, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8302, loss_cls: 1.6983, loss: 1.6983, grad_norm: 6.0192 2020-10-11 20:49:51,121 - mmaction - INFO - Epoch [16][1320/5010] lr: 7.500e-03, eta: 2 days, 2:00:36, time: 1.037, data_time: 0.002, memory: 10398, top1_acc: 0.6094, top5_acc: 0.8333, loss_cls: 1.5998, loss: 1.5998, grad_norm: 6.0986 2020-10-11 20:50:11,461 - mmaction - INFO - Epoch [16][1340/5010] lr: 7.500e-03, eta: 2 days, 2:00:15, time: 1.015, data_time: 0.004, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8396, loss_cls: 1.6196, loss: 1.6196, grad_norm: 6.0814 2020-10-11 20:50:31,551 - mmaction - INFO - Epoch [16][1360/5010] lr: 7.500e-03, eta: 2 days, 1:59:53, time: 1.007, data_time: 0.006, memory: 10398, top1_acc: 0.6292, top5_acc: 0.8271, loss_cls: 1.5791, loss: 1.5791, grad_norm: 5.8396 2020-10-11 20:50:52,284 - mmaction - INFO - Epoch [16][1380/5010] lr: 7.500e-03, eta: 2 days, 1:59:32, time: 1.037, data_time: 0.002, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8208, loss_cls: 1.7098, loss: 1.7098, grad_norm: 6.0300 2020-10-11 20:51:13,726 - mmaction - INFO - Epoch [16][1400/5010] lr: 7.500e-03, eta: 2 days, 1:59:13, time: 1.070, data_time: 0.004, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8229, loss_cls: 1.6193, loss: 1.6193, grad_norm: 5.7410 2020-10-11 20:51:33,845 - mmaction - INFO - Epoch [16][1420/5010] lr: 7.500e-03, eta: 2 days, 1:58:51, time: 1.008, data_time: 0.008, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8354, loss_cls: 1.6537, loss: 1.6537, grad_norm: 6.1334 2020-10-11 20:51:53,828 - mmaction - INFO - Epoch [16][1440/5010] lr: 7.500e-03, eta: 2 days, 1:58:29, time: 0.998, data_time: 0.002, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8156, loss_cls: 1.6618, loss: 1.6618, grad_norm: 5.9929 2020-10-11 20:52:14,039 - mmaction - INFO - Epoch [16][1460/5010] lr: 7.500e-03, eta: 2 days, 1:58:07, time: 1.011, data_time: 0.003, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8323, loss_cls: 1.5759, loss: 1.5759, grad_norm: 5.7512 2020-10-11 20:52:34,770 - mmaction - INFO - Epoch [16][1480/5010] lr: 7.500e-03, eta: 2 days, 1:57:46, time: 1.036, data_time: 0.005, memory: 10398, top1_acc: 0.6208, top5_acc: 0.8438, loss_cls: 1.5339, loss: 1.5339, grad_norm: 5.6234 2020-10-11 20:52:55,102 - mmaction - INFO - Epoch [16][1500/5010] lr: 7.500e-03, eta: 2 days, 1:57:25, time: 1.017, data_time: 0.003, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8344, loss_cls: 1.6208, loss: 1.6208, grad_norm: 5.9468 2020-10-11 20:53:15,270 - mmaction - INFO - Epoch [16][1520/5010] lr: 7.500e-03, eta: 2 days, 1:57:03, time: 1.007, data_time: 0.005, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8344, loss_cls: 1.5861, loss: 1.5861, grad_norm: 6.0407 2020-10-11 20:53:35,154 - mmaction - INFO - Epoch [16][1540/5010] lr: 7.500e-03, eta: 2 days, 1:56:40, time: 0.995, data_time: 0.007, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8281, loss_cls: 1.6268, loss: 1.6268, grad_norm: 6.0169 2020-10-11 20:53:54,876 - mmaction - INFO - Epoch [16][1560/5010] lr: 7.500e-03, eta: 2 days, 1:56:18, time: 0.987, data_time: 0.003, memory: 10398, top1_acc: 0.6250, top5_acc: 0.8417, loss_cls: 1.5554, loss: 1.5554, grad_norm: 5.9008 2020-10-11 20:54:16,304 - mmaction - INFO - Epoch [16][1580/5010] lr: 7.500e-03, eta: 2 days, 1:55:59, time: 1.069, data_time: 0.005, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8219, loss_cls: 1.6798, loss: 1.6798, grad_norm: 5.9416 2020-10-11 20:54:36,201 - mmaction - INFO - Epoch [16][1600/5010] lr: 7.500e-03, eta: 2 days, 1:55:36, time: 0.997, data_time: 0.006, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8250, loss_cls: 1.6235, loss: 1.6235, grad_norm: 5.9643 2020-10-11 20:54:56,401 - mmaction - INFO - Epoch [16][1620/5010] lr: 7.500e-03, eta: 2 days, 1:55:14, time: 1.008, data_time: 0.006, memory: 10398, top1_acc: 0.6323, top5_acc: 0.8344, loss_cls: 1.5541, loss: 1.5541, grad_norm: 5.7301 2020-10-11 20:55:17,642 - mmaction - INFO - Epoch [16][1640/5010] lr: 7.500e-03, eta: 2 days, 1:54:55, time: 1.064, data_time: 0.007, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8354, loss_cls: 1.6117, loss: 1.6117, grad_norm: 5.8658 2020-10-11 20:55:38,041 - mmaction - INFO - Epoch [16][1660/5010] lr: 7.500e-03, eta: 2 days, 1:54:34, time: 1.020, data_time: 0.005, memory: 10398, top1_acc: 0.6281, top5_acc: 0.8458, loss_cls: 1.5651, loss: 1.5651, grad_norm: 6.0417 2020-10-11 20:55:58,696 - mmaction - INFO - Epoch [16][1680/5010] lr: 7.500e-03, eta: 2 days, 1:54:13, time: 1.033, data_time: 0.002, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8344, loss_cls: 1.6084, loss: 1.6084, grad_norm: 6.0397 2020-10-11 20:56:18,934 - mmaction - INFO - Epoch [16][1700/5010] lr: 7.500e-03, eta: 2 days, 1:53:51, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.5813, top5_acc: 0.8115, loss_cls: 1.7303, loss: 1.7303, grad_norm: 6.2715 2020-10-11 20:56:38,460 - mmaction - INFO - Epoch [16][1720/5010] lr: 7.500e-03, eta: 2 days, 1:53:28, time: 0.979, data_time: 0.007, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8208, loss_cls: 1.6325, loss: 1.6325, grad_norm: 5.8180 2020-10-11 20:56:59,726 - mmaction - INFO - Epoch [16][1740/5010] lr: 7.500e-03, eta: 2 days, 1:53:08, time: 1.061, data_time: 0.005, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8323, loss_cls: 1.5332, loss: 1.5332, grad_norm: 5.8158 2020-10-11 20:57:20,476 - mmaction - INFO - Epoch [16][1760/5010] lr: 7.500e-03, eta: 2 days, 1:52:48, time: 1.039, data_time: 0.007, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8167, loss_cls: 1.6060, loss: 1.6060, grad_norm: 6.0412 2020-10-11 20:57:40,513 - mmaction - INFO - Epoch [16][1780/5010] lr: 7.500e-03, eta: 2 days, 1:52:26, time: 0.999, data_time: 0.006, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8177, loss_cls: 1.6767, loss: 1.6767, grad_norm: 6.0476 2020-10-11 20:58:01,171 - mmaction - INFO - Epoch [16][1800/5010] lr: 7.500e-03, eta: 2 days, 1:52:05, time: 1.035, data_time: 0.008, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8323, loss_cls: 1.6027, loss: 1.6027, grad_norm: 5.8400 2020-10-11 20:58:21,912 - mmaction - INFO - Epoch [16][1820/5010] lr: 7.500e-03, eta: 2 days, 1:51:44, time: 1.036, data_time: 0.006, memory: 10398, top1_acc: 0.6385, top5_acc: 0.8427, loss_cls: 1.5045, loss: 1.5045, grad_norm: 6.0658 2020-10-11 20:58:42,601 - mmaction - INFO - Epoch [16][1840/5010] lr: 7.500e-03, eta: 2 days, 1:51:24, time: 1.035, data_time: 0.003, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8250, loss_cls: 1.6554, loss: 1.6554, grad_norm: 6.1544 2020-10-11 20:59:02,949 - mmaction - INFO - Epoch [16][1860/5010] lr: 7.500e-03, eta: 2 days, 1:51:02, time: 1.015, data_time: 0.005, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8385, loss_cls: 1.6126, loss: 1.6126, grad_norm: 6.0713 2020-10-11 20:59:22,826 - mmaction - INFO - Epoch [16][1880/5010] lr: 7.500e-03, eta: 2 days, 1:50:40, time: 0.997, data_time: 0.008, memory: 10398, top1_acc: 0.6188, top5_acc: 0.8333, loss_cls: 1.5878, loss: 1.5878, grad_norm: 6.1144 2020-10-11 20:59:43,703 - mmaction - INFO - Epoch [16][1900/5010] lr: 7.500e-03, eta: 2 days, 1:50:19, time: 1.044, data_time: 0.002, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8344, loss_cls: 1.6186, loss: 1.6186, grad_norm: 6.1721 2020-10-11 21:00:06,110 - mmaction - INFO - Epoch [16][1920/5010] lr: 7.500e-03, eta: 2 days, 1:50:03, time: 1.119, data_time: 0.004, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8313, loss_cls: 1.6362, loss: 1.6362, grad_norm: 5.8704 2020-10-11 21:00:28,784 - mmaction - INFO - Epoch [16][1940/5010] lr: 7.500e-03, eta: 2 days, 1:49:46, time: 1.123, data_time: 0.011, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8250, loss_cls: 1.6518, loss: 1.6518, grad_norm: 6.0527 2020-10-11 21:00:49,397 - mmaction - INFO - Epoch [16][1960/5010] lr: 7.500e-03, eta: 2 days, 1:49:26, time: 1.043, data_time: 0.024, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8396, loss_cls: 1.6562, loss: 1.6562, grad_norm: 5.9414 2020-10-11 21:01:08,853 - mmaction - INFO - Epoch [16][1980/5010] lr: 7.500e-03, eta: 2 days, 1:49:02, time: 0.970, data_time: 0.006, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8146, loss_cls: 1.6840, loss: 1.6840, grad_norm: 5.9706 2020-10-11 21:01:29,120 - mmaction - INFO - Epoch [16][2000/5010] lr: 7.500e-03, eta: 2 days, 1:48:40, time: 1.016, data_time: 0.008, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8542, loss_cls: 1.5280, loss: 1.5280, grad_norm: 6.0457 2020-10-11 21:01:50,152 - mmaction - INFO - Epoch [16][2020/5010] lr: 7.500e-03, eta: 2 days, 1:48:20, time: 1.051, data_time: 0.002, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8198, loss_cls: 1.6778, loss: 1.6778, grad_norm: 6.0300 2020-10-11 21:02:10,371 - mmaction - INFO - Epoch [16][2040/5010] lr: 7.500e-03, eta: 2 days, 1:47:59, time: 1.006, data_time: 0.006, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8021, loss_cls: 1.6720, loss: 1.6720, grad_norm: 6.0536 2020-10-11 21:02:30,667 - mmaction - INFO - Epoch [16][2060/5010] lr: 7.500e-03, eta: 2 days, 1:47:37, time: 1.020, data_time: 0.008, memory: 10398, top1_acc: 0.6188, top5_acc: 0.8219, loss_cls: 1.5510, loss: 1.5510, grad_norm: 5.7302 2020-10-11 21:02:50,933 - mmaction - INFO - Epoch [16][2080/5010] lr: 7.500e-03, eta: 2 days, 1:47:16, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8083, loss_cls: 1.6939, loss: 1.6939, grad_norm: 6.0123 2020-10-11 21:03:12,926 - mmaction - INFO - Epoch [16][2100/5010] lr: 7.500e-03, eta: 2 days, 1:46:58, time: 1.097, data_time: 0.002, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8333, loss_cls: 1.6062, loss: 1.6062, grad_norm: 6.0165 2020-10-11 21:03:32,685 - mmaction - INFO - Epoch [16][2120/5010] lr: 7.500e-03, eta: 2 days, 1:46:35, time: 0.991, data_time: 0.008, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8208, loss_cls: 1.6517, loss: 1.6517, grad_norm: 5.8400 2020-10-11 21:03:53,937 - mmaction - INFO - Epoch [16][2140/5010] lr: 7.500e-03, eta: 2 days, 1:46:16, time: 1.063, data_time: 0.002, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8406, loss_cls: 1.5512, loss: 1.5512, grad_norm: 5.9367 2020-10-11 21:04:15,174 - mmaction - INFO - Epoch [16][2160/5010] lr: 7.500e-03, eta: 2 days, 1:45:56, time: 1.059, data_time: 0.005, memory: 10398, top1_acc: 0.6063, top5_acc: 0.8240, loss_cls: 1.5940, loss: 1.5940, grad_norm: 5.6721 2020-10-11 21:04:35,857 - mmaction - INFO - Epoch [16][2180/5010] lr: 7.500e-03, eta: 2 days, 1:45:35, time: 1.037, data_time: 0.007, memory: 10398, top1_acc: 0.6208, top5_acc: 0.8396, loss_cls: 1.5503, loss: 1.5503, grad_norm: 5.9211 2020-10-11 21:04:55,464 - mmaction - INFO - Epoch [16][2200/5010] lr: 7.500e-03, eta: 2 days, 1:45:12, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8031, loss_cls: 1.7923, loss: 1.7923, grad_norm: 6.1514 2020-10-11 21:05:16,395 - mmaction - INFO - Epoch [16][2220/5010] lr: 7.500e-03, eta: 2 days, 1:44:52, time: 1.042, data_time: 0.004, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8250, loss_cls: 1.6423, loss: 1.6423, grad_norm: 6.0200 2020-10-11 21:05:37,957 - mmaction - INFO - Epoch [16][2240/5010] lr: 7.500e-03, eta: 2 days, 1:44:33, time: 1.083, data_time: 0.007, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8219, loss_cls: 1.6362, loss: 1.6362, grad_norm: 5.9960 2020-10-11 21:05:58,078 - mmaction - INFO - Epoch [16][2260/5010] lr: 7.500e-03, eta: 2 days, 1:44:11, time: 1.004, data_time: 0.005, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8313, loss_cls: 1.6816, loss: 1.6816, grad_norm: 5.9964 2020-10-11 21:06:19,435 - mmaction - INFO - Epoch [16][2280/5010] lr: 7.500e-03, eta: 2 days, 1:43:52, time: 1.071, data_time: 0.008, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8177, loss_cls: 1.7003, loss: 1.7003, grad_norm: 6.0086 2020-10-11 21:06:39,999 - mmaction - INFO - Epoch [16][2300/5010] lr: 7.500e-03, eta: 2 days, 1:43:31, time: 1.026, data_time: 0.005, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8344, loss_cls: 1.6454, loss: 1.6454, grad_norm: 5.7693 2020-10-11 21:06:59,258 - mmaction - INFO - Epoch [16][2320/5010] lr: 7.500e-03, eta: 2 days, 1:43:07, time: 0.965, data_time: 0.005, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8260, loss_cls: 1.6272, loss: 1.6272, grad_norm: 6.0310 2020-10-11 21:07:20,384 - mmaction - INFO - Epoch [16][2340/5010] lr: 7.500e-03, eta: 2 days, 1:42:48, time: 1.054, data_time: 0.006, memory: 10398, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.5746, loss: 1.5746, grad_norm: 5.8707 2020-10-11 21:07:41,472 - mmaction - INFO - Epoch [16][2360/5010] lr: 7.500e-03, eta: 2 days, 1:42:28, time: 1.056, data_time: 0.005, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8083, loss_cls: 1.7332, loss: 1.7332, grad_norm: 5.9607 2020-10-11 21:08:01,649 - mmaction - INFO - Epoch [16][2380/5010] lr: 7.500e-03, eta: 2 days, 1:42:06, time: 1.009, data_time: 0.007, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8458, loss_cls: 1.6414, loss: 1.6414, grad_norm: 5.8729 2020-10-11 21:08:22,464 - mmaction - INFO - Epoch [16][2400/5010] lr: 7.500e-03, eta: 2 days, 1:41:46, time: 1.041, data_time: 0.004, memory: 10398, top1_acc: 0.6063, top5_acc: 0.8385, loss_cls: 1.6237, loss: 1.6237, grad_norm: 5.6677 2020-10-11 21:08:41,783 - mmaction - INFO - Epoch [16][2420/5010] lr: 7.500e-03, eta: 2 days, 1:41:22, time: 0.966, data_time: 0.002, memory: 10398, top1_acc: 0.6094, top5_acc: 0.8333, loss_cls: 1.6007, loss: 1.6007, grad_norm: 5.7619 2020-10-11 21:09:03,441 - mmaction - INFO - Epoch [16][2440/5010] lr: 7.500e-03, eta: 2 days, 1:41:03, time: 1.081, data_time: 0.005, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8313, loss_cls: 1.6422, loss: 1.6422, grad_norm: 5.8080 2020-10-11 21:09:23,080 - mmaction - INFO - Epoch [16][2460/5010] lr: 7.500e-03, eta: 2 days, 1:40:40, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8500, loss_cls: 1.6373, loss: 1.6373, grad_norm: 6.2085 2020-10-11 21:09:43,723 - mmaction - INFO - Epoch [16][2480/5010] lr: 7.500e-03, eta: 2 days, 1:40:20, time: 1.033, data_time: 0.003, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8281, loss_cls: 1.5858, loss: 1.5858, grad_norm: 5.7710 2020-10-11 21:10:04,120 - mmaction - INFO - Epoch [16][2500/5010] lr: 7.500e-03, eta: 2 days, 1:39:58, time: 1.020, data_time: 0.005, memory: 10398, top1_acc: 0.6312, top5_acc: 0.8552, loss_cls: 1.4694, loss: 1.4694, grad_norm: 5.6175 2020-10-11 21:10:24,041 - mmaction - INFO - Epoch [16][2520/5010] lr: 7.500e-03, eta: 2 days, 1:39:36, time: 0.996, data_time: 0.002, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8344, loss_cls: 1.6100, loss: 1.6100, grad_norm: 6.0867 2020-10-11 21:10:45,169 - mmaction - INFO - Epoch [16][2540/5010] lr: 7.500e-03, eta: 2 days, 1:39:16, time: 1.056, data_time: 0.002, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8333, loss_cls: 1.5841, loss: 1.5841, grad_norm: 6.0303 2020-10-11 21:11:05,313 - mmaction - INFO - Epoch [16][2560/5010] lr: 7.500e-03, eta: 2 days, 1:38:54, time: 1.007, data_time: 0.006, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8469, loss_cls: 1.5097, loss: 1.5097, grad_norm: 5.9460 2020-10-11 21:11:25,737 - mmaction - INFO - Epoch [16][2580/5010] lr: 7.500e-03, eta: 2 days, 1:38:33, time: 1.022, data_time: 0.006, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8104, loss_cls: 1.7038, loss: 1.7038, grad_norm: 5.9494 2020-10-11 21:11:46,381 - mmaction - INFO - Epoch [16][2600/5010] lr: 7.500e-03, eta: 2 days, 1:38:12, time: 1.031, data_time: 0.002, memory: 10398, top1_acc: 0.6302, top5_acc: 0.8615, loss_cls: 1.4928, loss: 1.4928, grad_norm: 5.6279 2020-10-11 21:12:07,264 - mmaction - INFO - Epoch [16][2620/5010] lr: 7.500e-03, eta: 2 days, 1:37:52, time: 1.041, data_time: 0.006, memory: 10398, top1_acc: 0.6094, top5_acc: 0.8417, loss_cls: 1.6012, loss: 1.6012, grad_norm: 6.0375 2020-10-11 21:12:26,944 - mmaction - INFO - Epoch [16][2640/5010] lr: 7.500e-03, eta: 2 days, 1:37:29, time: 0.989, data_time: 0.008, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8250, loss_cls: 1.6584, loss: 1.6584, grad_norm: 6.1525 2020-10-11 21:12:47,743 - mmaction - INFO - Epoch [16][2660/5010] lr: 7.500e-03, eta: 2 days, 1:37:09, time: 1.040, data_time: 0.002, memory: 10398, top1_acc: 0.6094, top5_acc: 0.8333, loss_cls: 1.5597, loss: 1.5597, grad_norm: 5.7949 2020-10-11 21:13:08,719 - mmaction - INFO - Epoch [16][2680/5010] lr: 7.500e-03, eta: 2 days, 1:36:48, time: 1.049, data_time: 0.002, memory: 10398, top1_acc: 0.5708, top5_acc: 0.8135, loss_cls: 1.7412, loss: 1.7412, grad_norm: 6.2096 2020-10-11 21:13:29,182 - mmaction - INFO - Epoch [16][2700/5010] lr: 7.500e-03, eta: 2 days, 1:36:27, time: 1.023, data_time: 0.002, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8313, loss_cls: 1.6578, loss: 1.6578, grad_norm: 5.9242 2020-10-11 21:13:50,016 - mmaction - INFO - Epoch [16][2720/5010] lr: 7.500e-03, eta: 2 days, 1:36:07, time: 1.041, data_time: 0.002, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8010, loss_cls: 1.6843, loss: 1.6843, grad_norm: 5.9592 2020-10-11 21:14:10,337 - mmaction - INFO - Epoch [16][2740/5010] lr: 7.500e-03, eta: 2 days, 1:35:45, time: 1.017, data_time: 0.008, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8010, loss_cls: 1.6633, loss: 1.6633, grad_norm: 6.1091 2020-10-11 21:14:31,673 - mmaction - INFO - Epoch [16][2760/5010] lr: 7.500e-03, eta: 2 days, 1:35:26, time: 1.062, data_time: 0.005, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8125, loss_cls: 1.6842, loss: 1.6842, grad_norm: 5.9307 2020-10-11 21:14:51,902 - mmaction - INFO - Epoch [16][2780/5010] lr: 7.500e-03, eta: 2 days, 1:35:04, time: 1.016, data_time: 0.007, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8271, loss_cls: 1.5776, loss: 1.5776, grad_norm: 5.8451 2020-10-11 21:15:12,486 - mmaction - INFO - Epoch [16][2800/5010] lr: 7.500e-03, eta: 2 days, 1:34:43, time: 1.025, data_time: 0.004, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8250, loss_cls: 1.6407, loss: 1.6407, grad_norm: 5.8504 2020-10-11 21:15:33,717 - mmaction - INFO - Epoch [16][2820/5010] lr: 7.500e-03, eta: 2 days, 1:34:24, time: 1.065, data_time: 0.007, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8177, loss_cls: 1.7101, loss: 1.7101, grad_norm: 6.1467 2020-10-11 21:15:55,387 - mmaction - INFO - Epoch [16][2840/5010] lr: 7.500e-03, eta: 2 days, 1:34:06, time: 1.084, data_time: 0.003, memory: 10398, top1_acc: 0.5802, top5_acc: 0.8198, loss_cls: 1.6831, loss: 1.6831, grad_norm: 5.9008 2020-10-11 21:16:14,969 - mmaction - INFO - Epoch [16][2860/5010] lr: 7.500e-03, eta: 2 days, 1:33:42, time: 0.976, data_time: 0.006, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8313, loss_cls: 1.6412, loss: 1.6412, grad_norm: 6.0672 2020-10-11 21:16:34,934 - mmaction - INFO - Epoch [16][2880/5010] lr: 7.500e-03, eta: 2 days, 1:33:20, time: 1.001, data_time: 0.006, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8188, loss_cls: 1.7011, loss: 1.7011, grad_norm: 6.0887 2020-10-11 21:16:54,884 - mmaction - INFO - Epoch [16][2900/5010] lr: 7.500e-03, eta: 2 days, 1:32:58, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8260, loss_cls: 1.6205, loss: 1.6205, grad_norm: 5.8319 2020-10-11 21:17:15,886 - mmaction - INFO - Epoch [16][2920/5010] lr: 7.500e-03, eta: 2 days, 1:32:38, time: 1.048, data_time: 0.007, memory: 10398, top1_acc: 0.6313, top5_acc: 0.8240, loss_cls: 1.6184, loss: 1.6184, grad_norm: 5.8360 2020-10-11 21:17:36,707 - mmaction - INFO - Epoch [16][2940/5010] lr: 7.500e-03, eta: 2 days, 1:32:17, time: 1.042, data_time: 0.008, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8229, loss_cls: 1.5917, loss: 1.5917, grad_norm: 5.6697 2020-10-11 21:17:56,827 - mmaction - INFO - Epoch [16][2960/5010] lr: 7.500e-03, eta: 2 days, 1:31:55, time: 1.008, data_time: 0.008, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8219, loss_cls: 1.5930, loss: 1.5930, grad_norm: 5.9196 2020-10-11 21:18:16,990 - mmaction - INFO - Epoch [16][2980/5010] lr: 7.500e-03, eta: 2 days, 1:31:34, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8448, loss_cls: 1.5517, loss: 1.5517, grad_norm: 6.1538 2020-10-11 21:18:38,124 - mmaction - INFO - Epoch [16][3000/5010] lr: 7.500e-03, eta: 2 days, 1:31:14, time: 1.055, data_time: 0.006, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8292, loss_cls: 1.6977, loss: 1.6977, grad_norm: 6.3706 2020-10-11 21:18:59,139 - mmaction - INFO - Epoch [16][3020/5010] lr: 7.500e-03, eta: 2 days, 1:30:54, time: 1.053, data_time: 0.007, memory: 10398, top1_acc: 0.5865, top5_acc: 0.7990, loss_cls: 1.7694, loss: 1.7694, grad_norm: 5.9334 2020-10-11 21:19:19,138 - mmaction - INFO - Epoch [16][3040/5010] lr: 7.500e-03, eta: 2 days, 1:30:32, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8385, loss_cls: 1.6465, loss: 1.6465, grad_norm: 6.2534 2020-10-11 21:19:40,774 - mmaction - INFO - Epoch [16][3060/5010] lr: 7.500e-03, eta: 2 days, 1:30:13, time: 1.085, data_time: 0.007, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8271, loss_cls: 1.5964, loss: 1.5964, grad_norm: 5.9224 2020-10-11 21:20:01,211 - mmaction - INFO - Epoch [16][3080/5010] lr: 7.500e-03, eta: 2 days, 1:29:52, time: 1.020, data_time: 0.005, memory: 10398, top1_acc: 0.6385, top5_acc: 0.8375, loss_cls: 1.5357, loss: 1.5357, grad_norm: 5.8843 2020-10-11 21:20:22,976 - mmaction - INFO - Epoch [16][3100/5010] lr: 7.500e-03, eta: 2 days, 1:29:34, time: 1.089, data_time: 0.005, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8250, loss_cls: 1.6779, loss: 1.6779, grad_norm: 6.1491 2020-10-11 21:20:44,671 - mmaction - INFO - Epoch [16][3120/5010] lr: 7.500e-03, eta: 2 days, 1:29:15, time: 1.084, data_time: 0.002, memory: 10398, top1_acc: 0.6271, top5_acc: 0.8427, loss_cls: 1.5398, loss: 1.5398, grad_norm: 5.9379 2020-10-11 21:21:05,003 - mmaction - INFO - Epoch [16][3140/5010] lr: 7.500e-03, eta: 2 days, 1:28:54, time: 1.015, data_time: 0.006, memory: 10398, top1_acc: 0.5760, top5_acc: 0.8177, loss_cls: 1.7497, loss: 1.7497, grad_norm: 6.1846 2020-10-11 21:21:24,956 - mmaction - INFO - Epoch [16][3160/5010] lr: 7.500e-03, eta: 2 days, 1:28:31, time: 1.000, data_time: 0.008, memory: 10398, top1_acc: 0.6094, top5_acc: 0.8302, loss_cls: 1.5852, loss: 1.5852, grad_norm: 5.7708 2020-10-11 21:21:46,042 - mmaction - INFO - Epoch [16][3180/5010] lr: 7.500e-03, eta: 2 days, 1:28:12, time: 1.055, data_time: 0.003, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8271, loss_cls: 1.6622, loss: 1.6622, grad_norm: 6.0895 2020-10-11 21:22:06,908 - mmaction - INFO - Epoch [16][3200/5010] lr: 7.500e-03, eta: 2 days, 1:27:51, time: 1.043, data_time: 0.005, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8479, loss_cls: 1.5710, loss: 1.5710, grad_norm: 6.2067 2020-10-11 21:22:27,232 - mmaction - INFO - Epoch [16][3220/5010] lr: 7.500e-03, eta: 2 days, 1:27:30, time: 1.017, data_time: 0.006, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8177, loss_cls: 1.6266, loss: 1.6266, grad_norm: 6.0335 2020-10-11 21:22:48,249 - mmaction - INFO - Epoch [16][3240/5010] lr: 7.500e-03, eta: 2 days, 1:27:10, time: 1.051, data_time: 0.002, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8198, loss_cls: 1.7028, loss: 1.7028, grad_norm: 6.0631 2020-10-11 21:23:09,433 - mmaction - INFO - Epoch [16][3260/5010] lr: 7.500e-03, eta: 2 days, 1:26:50, time: 1.059, data_time: 0.002, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8177, loss_cls: 1.6617, loss: 1.6617, grad_norm: 5.8490 2020-10-11 21:23:30,651 - mmaction - INFO - Epoch [16][3280/5010] lr: 7.500e-03, eta: 2 days, 1:26:31, time: 1.061, data_time: 0.002, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8437, loss_cls: 1.5267, loss: 1.5267, grad_norm: 5.6526 2020-10-11 21:23:50,828 - mmaction - INFO - Epoch [16][3300/5010] lr: 7.500e-03, eta: 2 days, 1:26:09, time: 1.009, data_time: 0.002, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8271, loss_cls: 1.6625, loss: 1.6625, grad_norm: 6.0484 2020-10-11 21:24:12,848 - mmaction - INFO - Epoch [16][3320/5010] lr: 7.500e-03, eta: 2 days, 1:25:51, time: 1.099, data_time: 0.004, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8250, loss_cls: 1.6418, loss: 1.6418, grad_norm: 5.8509 2020-10-11 21:24:33,172 - mmaction - INFO - Epoch [16][3340/5010] lr: 7.500e-03, eta: 2 days, 1:25:30, time: 1.019, data_time: 0.007, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8313, loss_cls: 1.6490, loss: 1.6490, grad_norm: 6.1816 2020-10-11 21:24:53,593 - mmaction - INFO - Epoch [16][3360/5010] lr: 7.500e-03, eta: 2 days, 1:25:08, time: 1.020, data_time: 0.002, memory: 10398, top1_acc: 0.6094, top5_acc: 0.8354, loss_cls: 1.6241, loss: 1.6241, grad_norm: 6.0611 2020-10-11 21:25:14,555 - mmaction - INFO - Epoch [16][3380/5010] lr: 7.500e-03, eta: 2 days, 1:24:48, time: 1.046, data_time: 0.007, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8146, loss_cls: 1.6857, loss: 1.6857, grad_norm: 5.9203 2020-10-11 21:25:35,642 - mmaction - INFO - Epoch [16][3400/5010] lr: 7.500e-03, eta: 2 days, 1:24:28, time: 1.057, data_time: 0.007, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8177, loss_cls: 1.6295, loss: 1.6295, grad_norm: 5.8503 2020-10-11 21:25:55,294 - mmaction - INFO - Epoch [16][3420/5010] lr: 7.500e-03, eta: 2 days, 1:24:05, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8271, loss_cls: 1.6740, loss: 1.6740, grad_norm: 6.2091 2020-10-11 21:26:15,946 - mmaction - INFO - Epoch [16][3440/5010] lr: 7.500e-03, eta: 2 days, 1:23:45, time: 1.030, data_time: 0.004, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8385, loss_cls: 1.6112, loss: 1.6112, grad_norm: 5.8636 2020-10-11 21:26:36,500 - mmaction - INFO - Epoch [16][3460/5010] lr: 7.500e-03, eta: 2 days, 1:23:24, time: 1.027, data_time: 0.007, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8385, loss_cls: 1.5514, loss: 1.5514, grad_norm: 6.0025 2020-10-11 21:26:56,744 - mmaction - INFO - Epoch [16][3480/5010] lr: 7.500e-03, eta: 2 days, 1:23:02, time: 1.015, data_time: 0.008, memory: 10398, top1_acc: 0.6312, top5_acc: 0.8312, loss_cls: 1.5227, loss: 1.5227, grad_norm: 5.7368 2020-10-11 21:27:17,906 - mmaction - INFO - Epoch [16][3500/5010] lr: 7.500e-03, eta: 2 days, 1:22:42, time: 1.055, data_time: 0.005, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8396, loss_cls: 1.5617, loss: 1.5617, grad_norm: 5.8028 2020-10-11 21:27:38,300 - mmaction - INFO - Epoch [16][3520/5010] lr: 7.500e-03, eta: 2 days, 1:22:21, time: 1.021, data_time: 0.006, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8406, loss_cls: 1.5765, loss: 1.5765, grad_norm: 5.8523 2020-10-11 21:27:58,866 - mmaction - INFO - Epoch [16][3540/5010] lr: 7.500e-03, eta: 2 days, 1:22:00, time: 1.028, data_time: 0.006, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8094, loss_cls: 1.7035, loss: 1.7035, grad_norm: 6.1518 2020-10-11 21:28:20,171 - mmaction - INFO - Epoch [16][3560/5010] lr: 7.500e-03, eta: 2 days, 1:21:41, time: 1.066, data_time: 0.006, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8229, loss_cls: 1.6836, loss: 1.6836, grad_norm: 5.8546 2020-10-11 21:28:41,649 - mmaction - INFO - Epoch [16][3580/5010] lr: 7.500e-03, eta: 2 days, 1:21:22, time: 1.074, data_time: 0.006, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8271, loss_cls: 1.6597, loss: 1.6597, grad_norm: 5.7537 2020-10-11 21:29:02,519 - mmaction - INFO - Epoch [16][3600/5010] lr: 7.500e-03, eta: 2 days, 1:21:02, time: 1.044, data_time: 0.007, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8177, loss_cls: 1.6103, loss: 1.6103, grad_norm: 5.7498 2020-10-11 21:29:23,248 - mmaction - INFO - Epoch [16][3620/5010] lr: 7.500e-03, eta: 2 days, 1:20:41, time: 1.036, data_time: 0.004, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8385, loss_cls: 1.5914, loss: 1.5914, grad_norm: 6.0448 2020-10-11 21:29:43,114 - mmaction - INFO - Epoch [16][3640/5010] lr: 7.500e-03, eta: 2 days, 1:20:18, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8208, loss_cls: 1.6245, loss: 1.6245, grad_norm: 6.0575 2020-10-11 21:30:03,582 - mmaction - INFO - Epoch [16][3660/5010] lr: 7.500e-03, eta: 2 days, 1:19:57, time: 1.023, data_time: 0.006, memory: 10398, top1_acc: 0.6094, top5_acc: 0.8188, loss_cls: 1.6470, loss: 1.6470, grad_norm: 6.0520 2020-10-11 21:30:25,455 - mmaction - INFO - Epoch [16][3680/5010] lr: 7.500e-03, eta: 2 days, 1:19:39, time: 1.094, data_time: 0.003, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8271, loss_cls: 1.6275, loss: 1.6275, grad_norm: 5.8004 2020-10-11 21:30:45,651 - mmaction - INFO - Epoch [16][3700/5010] lr: 7.500e-03, eta: 2 days, 1:19:17, time: 1.010, data_time: 0.002, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8177, loss_cls: 1.7205, loss: 1.7205, grad_norm: 6.0552 2020-10-11 21:31:07,414 - mmaction - INFO - Epoch [16][3720/5010] lr: 7.500e-03, eta: 2 days, 1:18:59, time: 1.087, data_time: 0.006, memory: 10398, top1_acc: 0.5604, top5_acc: 0.7979, loss_cls: 1.8262, loss: 1.8262, grad_norm: 6.1233 2020-10-11 21:31:27,081 - mmaction - INFO - Epoch [16][3740/5010] lr: 7.500e-03, eta: 2 days, 1:18:36, time: 0.984, data_time: 0.006, memory: 10398, top1_acc: 0.5937, top5_acc: 0.8146, loss_cls: 1.6924, loss: 1.6924, grad_norm: 5.9425 2020-10-11 21:31:47,694 - mmaction - INFO - Epoch [16][3760/5010] lr: 7.500e-03, eta: 2 days, 1:18:15, time: 1.031, data_time: 0.002, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8396, loss_cls: 1.6025, loss: 1.6025, grad_norm: 5.7013 2020-10-11 21:32:09,134 - mmaction - INFO - Epoch [16][3780/5010] lr: 7.500e-03, eta: 2 days, 1:17:56, time: 1.069, data_time: 0.006, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8208, loss_cls: 1.6423, loss: 1.6423, grad_norm: 5.9930 2020-10-11 21:32:29,362 - mmaction - INFO - Epoch [16][3800/5010] lr: 7.500e-03, eta: 2 days, 1:17:35, time: 1.014, data_time: 0.008, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8312, loss_cls: 1.6866, loss: 1.6866, grad_norm: 6.0261 2020-10-11 21:32:50,036 - mmaction - INFO - Epoch [16][3820/5010] lr: 7.500e-03, eta: 2 days, 1:17:14, time: 1.034, data_time: 0.002, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8281, loss_cls: 1.6651, loss: 1.6651, grad_norm: 6.0744 2020-10-11 21:33:10,485 - mmaction - INFO - Epoch [16][3840/5010] lr: 7.500e-03, eta: 2 days, 1:16:53, time: 1.022, data_time: 0.004, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8354, loss_cls: 1.5496, loss: 1.5496, grad_norm: 5.9751 2020-10-11 21:33:32,140 - mmaction - INFO - Epoch [16][3860/5010] lr: 7.500e-03, eta: 2 days, 1:16:34, time: 1.077, data_time: 0.002, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8312, loss_cls: 1.6756, loss: 1.6756, grad_norm: 5.9733 2020-10-11 21:33:52,131 - mmaction - INFO - Epoch [16][3880/5010] lr: 7.500e-03, eta: 2 days, 1:16:12, time: 1.005, data_time: 0.008, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8479, loss_cls: 1.5737, loss: 1.5737, grad_norm: 6.0712 2020-10-11 21:34:12,409 - mmaction - INFO - Epoch [16][3900/5010] lr: 7.500e-03, eta: 2 days, 1:15:50, time: 1.011, data_time: 0.005, memory: 10398, top1_acc: 0.6260, top5_acc: 0.8406, loss_cls: 1.5471, loss: 1.5471, grad_norm: 6.1791 2020-10-11 21:34:33,298 - mmaction - INFO - Epoch [16][3920/5010] lr: 7.500e-03, eta: 2 days, 1:15:30, time: 1.048, data_time: 0.007, memory: 10398, top1_acc: 0.5802, top5_acc: 0.8219, loss_cls: 1.7072, loss: 1.7072, grad_norm: 6.1255 2020-10-11 21:34:53,037 - mmaction - INFO - Epoch [16][3940/5010] lr: 7.500e-03, eta: 2 days, 1:15:07, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8271, loss_cls: 1.6350, loss: 1.6350, grad_norm: 5.9455 2020-10-11 21:35:13,511 - mmaction - INFO - Epoch [16][3960/5010] lr: 7.500e-03, eta: 2 days, 1:14:46, time: 1.022, data_time: 0.004, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8313, loss_cls: 1.6229, loss: 1.6229, grad_norm: 6.0875 2020-10-11 21:35:33,851 - mmaction - INFO - Epoch [16][3980/5010] lr: 7.500e-03, eta: 2 days, 1:14:25, time: 1.018, data_time: 0.007, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8292, loss_cls: 1.6900, loss: 1.6900, grad_norm: 6.3841 2020-10-11 21:35:53,835 - mmaction - INFO - Epoch [16][4000/5010] lr: 7.500e-03, eta: 2 days, 1:14:02, time: 1.000, data_time: 0.003, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8302, loss_cls: 1.6492, loss: 1.6492, grad_norm: 5.9633 2020-10-11 21:36:14,993 - mmaction - INFO - Epoch [16][4020/5010] lr: 7.500e-03, eta: 2 days, 1:13:43, time: 1.054, data_time: 0.004, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8271, loss_cls: 1.6479, loss: 1.6479, grad_norm: 5.7119 2020-10-11 21:36:34,643 - mmaction - INFO - Epoch [16][4040/5010] lr: 7.500e-03, eta: 2 days, 1:13:20, time: 0.987, data_time: 0.007, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8135, loss_cls: 1.7067, loss: 1.7067, grad_norm: 5.9210 2020-10-11 21:36:55,853 - mmaction - INFO - Epoch [16][4060/5010] lr: 7.500e-03, eta: 2 days, 1:13:00, time: 1.060, data_time: 0.002, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8188, loss_cls: 1.6433, loss: 1.6433, grad_norm: 5.8355 2020-10-11 21:37:16,255 - mmaction - INFO - Epoch [16][4080/5010] lr: 7.500e-03, eta: 2 days, 1:12:39, time: 1.018, data_time: 0.005, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8260, loss_cls: 1.6313, loss: 1.6313, grad_norm: 6.0321 2020-10-11 21:37:36,042 - mmaction - INFO - Epoch [16][4100/5010] lr: 7.500e-03, eta: 2 days, 1:12:16, time: 0.991, data_time: 0.008, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8240, loss_cls: 1.5981, loss: 1.5981, grad_norm: 5.8312 2020-10-11 21:37:57,076 - mmaction - INFO - Epoch [16][4120/5010] lr: 7.500e-03, eta: 2 days, 1:11:56, time: 1.049, data_time: 0.006, memory: 10398, top1_acc: 0.6302, top5_acc: 0.8479, loss_cls: 1.5391, loss: 1.5391, grad_norm: 5.8129 2020-10-11 21:38:17,812 - mmaction - INFO - Epoch [16][4140/5010] lr: 7.500e-03, eta: 2 days, 1:11:36, time: 1.039, data_time: 0.006, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8281, loss_cls: 1.6194, loss: 1.6194, grad_norm: 5.8119 2020-10-11 21:38:37,698 - mmaction - INFO - Epoch [16][4160/5010] lr: 7.500e-03, eta: 2 days, 1:11:13, time: 0.991, data_time: 0.005, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8281, loss_cls: 1.6176, loss: 1.6176, grad_norm: 5.8414 2020-10-11 21:38:58,264 - mmaction - INFO - Epoch [16][4180/5010] lr: 7.500e-03, eta: 2 days, 1:10:52, time: 1.031, data_time: 0.006, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8344, loss_cls: 1.6036, loss: 1.6036, grad_norm: 5.8583 2020-10-11 21:39:18,199 - mmaction - INFO - Epoch [16][4200/5010] lr: 7.500e-03, eta: 2 days, 1:10:30, time: 0.994, data_time: 0.005, memory: 10398, top1_acc: 0.5844, top5_acc: 0.7958, loss_cls: 1.7471, loss: 1.7471, grad_norm: 6.2202 2020-10-11 21:39:38,372 - mmaction - INFO - Epoch [16][4220/5010] lr: 7.500e-03, eta: 2 days, 1:10:08, time: 1.011, data_time: 0.006, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8323, loss_cls: 1.5833, loss: 1.5833, grad_norm: 5.7997 2020-10-11 21:39:58,743 - mmaction - INFO - Epoch [16][4240/5010] lr: 7.500e-03, eta: 2 days, 1:09:47, time: 1.016, data_time: 0.007, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8208, loss_cls: 1.5998, loss: 1.5998, grad_norm: 5.8490 2020-10-11 21:40:19,497 - mmaction - INFO - Epoch [16][4260/5010] lr: 7.500e-03, eta: 2 days, 1:09:26, time: 1.040, data_time: 0.007, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8542, loss_cls: 1.5451, loss: 1.5451, grad_norm: 6.1698 2020-10-11 21:40:39,693 - mmaction - INFO - Epoch [16][4280/5010] lr: 7.500e-03, eta: 2 days, 1:09:04, time: 1.005, data_time: 0.006, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8219, loss_cls: 1.6561, loss: 1.6561, grad_norm: 5.8987 2020-10-11 21:40:59,991 - mmaction - INFO - Epoch [16][4300/5010] lr: 7.500e-03, eta: 2 days, 1:08:43, time: 1.020, data_time: 0.009, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8229, loss_cls: 1.6128, loss: 1.6128, grad_norm: 5.8129 2020-10-11 21:41:20,636 - mmaction - INFO - Epoch [16][4320/5010] lr: 7.500e-03, eta: 2 days, 1:08:22, time: 1.031, data_time: 0.005, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8083, loss_cls: 1.7117, loss: 1.7117, grad_norm: 6.0174 2020-10-11 21:41:41,919 - mmaction - INFO - Epoch [16][4340/5010] lr: 7.500e-03, eta: 2 days, 1:08:03, time: 1.063, data_time: 0.005, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8146, loss_cls: 1.7877, loss: 1.7877, grad_norm: 5.9499 2020-10-11 21:42:02,934 - mmaction - INFO - Epoch [16][4360/5010] lr: 7.500e-03, eta: 2 days, 1:07:43, time: 1.053, data_time: 0.007, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8354, loss_cls: 1.6689, loss: 1.6689, grad_norm: 5.9802 2020-10-11 21:42:23,214 - mmaction - INFO - Epoch [16][4380/5010] lr: 7.500e-03, eta: 2 days, 1:07:21, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8417, loss_cls: 1.5902, loss: 1.5902, grad_norm: 5.9922 2020-10-11 21:42:44,173 - mmaction - INFO - Epoch [16][4400/5010] lr: 7.500e-03, eta: 2 days, 1:07:01, time: 1.048, data_time: 0.002, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8083, loss_cls: 1.6889, loss: 1.6889, grad_norm: 5.8590 2020-10-11 21:43:05,260 - mmaction - INFO - Epoch [16][4420/5010] lr: 7.500e-03, eta: 2 days, 1:06:42, time: 1.054, data_time: 0.005, memory: 10398, top1_acc: 0.6094, top5_acc: 0.8365, loss_cls: 1.6074, loss: 1.6074, grad_norm: 5.7473 2020-10-11 21:43:24,649 - mmaction - INFO - Epoch [16][4440/5010] lr: 7.500e-03, eta: 2 days, 1:06:18, time: 0.969, data_time: 0.002, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8146, loss_cls: 1.7032, loss: 1.7032, grad_norm: 6.0304 2020-10-11 21:43:45,188 - mmaction - INFO - Epoch [16][4460/5010] lr: 7.500e-03, eta: 2 days, 1:05:57, time: 1.027, data_time: 0.002, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8229, loss_cls: 1.6106, loss: 1.6106, grad_norm: 5.9631 2020-10-11 21:44:06,631 - mmaction - INFO - Epoch [16][4480/5010] lr: 7.500e-03, eta: 2 days, 1:05:38, time: 1.073, data_time: 0.006, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8250, loss_cls: 1.7160, loss: 1.7160, grad_norm: 5.9462 2020-10-11 21:44:26,970 - mmaction - INFO - Epoch [16][4500/5010] lr: 7.500e-03, eta: 2 days, 1:05:17, time: 1.017, data_time: 0.006, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8260, loss_cls: 1.6049, loss: 1.6049, grad_norm: 5.6734 2020-10-11 21:44:47,063 - mmaction - INFO - Epoch [16][4520/5010] lr: 7.500e-03, eta: 2 days, 1:04:55, time: 1.005, data_time: 0.002, memory: 10398, top1_acc: 0.6188, top5_acc: 0.8427, loss_cls: 1.5497, loss: 1.5497, grad_norm: 6.0142 2020-10-11 21:45:08,298 - mmaction - INFO - Epoch [16][4540/5010] lr: 7.500e-03, eta: 2 days, 1:04:35, time: 1.061, data_time: 0.005, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8219, loss_cls: 1.6535, loss: 1.6535, grad_norm: 6.0876 2020-10-11 21:45:28,996 - mmaction - INFO - Epoch [16][4560/5010] lr: 7.500e-03, eta: 2 days, 1:04:14, time: 1.035, data_time: 0.002, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8365, loss_cls: 1.6239, loss: 1.6239, grad_norm: 6.0705 2020-10-11 21:45:49,114 - mmaction - INFO - Epoch [16][4580/5010] lr: 7.500e-03, eta: 2 days, 1:03:52, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8156, loss_cls: 1.6858, loss: 1.6858, grad_norm: 5.8845 2020-10-11 21:46:10,177 - mmaction - INFO - Epoch [16][4600/5010] lr: 7.500e-03, eta: 2 days, 1:03:33, time: 1.052, data_time: 0.005, memory: 10398, top1_acc: 0.5646, top5_acc: 0.8062, loss_cls: 1.7906, loss: 1.7906, grad_norm: 6.1519 2020-10-11 21:46:29,872 - mmaction - INFO - Epoch [16][4620/5010] lr: 7.500e-03, eta: 2 days, 1:03:10, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.6365, top5_acc: 0.8479, loss_cls: 1.4667, loss: 1.4667, grad_norm: 5.4370 2020-10-11 21:46:51,444 - mmaction - INFO - Epoch [16][4640/5010] lr: 7.500e-03, eta: 2 days, 1:02:51, time: 1.081, data_time: 0.005, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8167, loss_cls: 1.5734, loss: 1.5734, grad_norm: 5.7321 2020-10-11 21:47:12,267 - mmaction - INFO - Epoch [16][4660/5010] lr: 7.500e-03, eta: 2 days, 1:02:30, time: 1.039, data_time: 0.006, memory: 10398, top1_acc: 0.5812, top5_acc: 0.8125, loss_cls: 1.7478, loss: 1.7478, grad_norm: 5.9799 2020-10-11 21:47:33,019 - mmaction - INFO - Epoch [16][4680/5010] lr: 7.500e-03, eta: 2 days, 1:02:10, time: 1.039, data_time: 0.008, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8156, loss_cls: 1.7167, loss: 1.7167, grad_norm: 5.9211 2020-10-11 21:47:53,322 - mmaction - INFO - Epoch [16][4700/5010] lr: 7.500e-03, eta: 2 days, 1:01:49, time: 1.017, data_time: 0.003, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8281, loss_cls: 1.6511, loss: 1.6511, grad_norm: 5.8830 2020-10-11 21:48:13,503 - mmaction - INFO - Epoch [16][4720/5010] lr: 7.500e-03, eta: 2 days, 1:01:27, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8292, loss_cls: 1.5970, loss: 1.5970, grad_norm: 5.6812 2020-10-11 21:48:33,639 - mmaction - INFO - Epoch [16][4740/5010] lr: 7.500e-03, eta: 2 days, 1:01:05, time: 1.009, data_time: 0.007, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8438, loss_cls: 1.6261, loss: 1.6261, grad_norm: 5.9278 2020-10-11 21:48:53,735 - mmaction - INFO - Epoch [16][4760/5010] lr: 7.500e-03, eta: 2 days, 1:00:43, time: 1.006, data_time: 0.003, memory: 10398, top1_acc: 0.5729, top5_acc: 0.8125, loss_cls: 1.7307, loss: 1.7307, grad_norm: 6.1004 2020-10-11 21:49:15,557 - mmaction - INFO - Epoch [16][4780/5010] lr: 7.500e-03, eta: 2 days, 1:00:25, time: 1.088, data_time: 0.005, memory: 10398, top1_acc: 0.6094, top5_acc: 0.8104, loss_cls: 1.6686, loss: 1.6686, grad_norm: 6.0660 2020-10-11 21:49:35,974 - mmaction - INFO - Epoch [16][4800/5010] lr: 7.500e-03, eta: 2 days, 1:00:03, time: 1.024, data_time: 0.007, memory: 10398, top1_acc: 0.6062, top5_acc: 0.8323, loss_cls: 1.6390, loss: 1.6390, grad_norm: 5.8706 2020-10-11 21:49:57,262 - mmaction - INFO - Epoch [16][4820/5010] lr: 7.500e-03, eta: 2 days, 0:59:44, time: 1.065, data_time: 0.002, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8000, loss_cls: 1.8057, loss: 1.8057, grad_norm: 6.1396 2020-10-11 21:50:17,302 - mmaction - INFO - Epoch [16][4840/5010] lr: 7.500e-03, eta: 2 days, 0:59:22, time: 0.999, data_time: 0.004, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8292, loss_cls: 1.6945, loss: 1.6945, grad_norm: 5.8100 2020-10-11 21:50:37,936 - mmaction - INFO - Epoch [16][4860/5010] lr: 7.500e-03, eta: 2 days, 0:59:01, time: 1.034, data_time: 0.006, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8208, loss_cls: 1.6849, loss: 1.6849, grad_norm: 5.8375 2020-10-11 21:50:58,473 - mmaction - INFO - Epoch [16][4880/5010] lr: 7.500e-03, eta: 2 days, 0:58:40, time: 1.024, data_time: 0.004, memory: 10398, top1_acc: 0.6063, top5_acc: 0.8250, loss_cls: 1.6353, loss: 1.6353, grad_norm: 5.9095 2020-10-11 21:51:19,101 - mmaction - INFO - Epoch [16][4900/5010] lr: 7.500e-03, eta: 2 days, 0:58:19, time: 1.034, data_time: 0.006, memory: 10398, top1_acc: 0.6302, top5_acc: 0.8396, loss_cls: 1.5420, loss: 1.5420, grad_norm: 5.8893 2020-10-11 21:51:39,311 - mmaction - INFO - Epoch [16][4920/5010] lr: 7.500e-03, eta: 2 days, 0:57:58, time: 1.010, data_time: 0.004, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8260, loss_cls: 1.6831, loss: 1.6831, grad_norm: 6.0659 2020-10-11 21:51:59,544 - mmaction - INFO - Epoch [16][4940/5010] lr: 7.500e-03, eta: 2 days, 0:57:36, time: 1.013, data_time: 0.006, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8396, loss_cls: 1.6186, loss: 1.6186, grad_norm: 6.0951 2020-10-11 21:52:20,801 - mmaction - INFO - Epoch [16][4960/5010] lr: 7.500e-03, eta: 2 days, 0:57:17, time: 1.063, data_time: 0.006, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8719, loss_cls: 1.5218, loss: 1.5218, grad_norm: 5.6793 2020-10-11 21:52:41,256 - mmaction - INFO - Epoch [16][4980/5010] lr: 7.500e-03, eta: 2 days, 0:56:55, time: 1.023, data_time: 0.006, memory: 10398, top1_acc: 0.5812, top5_acc: 0.8188, loss_cls: 1.7391, loss: 1.7391, grad_norm: 6.0617 2020-10-11 21:53:01,060 - mmaction - INFO - Epoch [16][5000/5010] lr: 7.500e-03, eta: 2 days, 0:56:33, time: 0.991, data_time: 0.002, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8333, loss_cls: 1.6477, loss: 1.6477, grad_norm: 5.8154 2020-10-11 21:53:44,582 - mmaction - INFO - Epoch [17][20/5010] lr: 7.500e-03, eta: 2 days, 0:56:07, time: 1.668, data_time: 0.805, memory: 10398, top1_acc: 0.6375, top5_acc: 0.8490, loss_cls: 1.4775, loss: 1.4775, grad_norm: 5.6311 2020-10-11 21:54:03,367 - mmaction - INFO - Epoch [17][40/5010] lr: 7.500e-03, eta: 2 days, 0:55:42, time: 0.941, data_time: 0.007, memory: 10398, top1_acc: 0.6062, top5_acc: 0.8396, loss_cls: 1.5626, loss: 1.5626, grad_norm: 5.8324 2020-10-11 21:54:23,611 - mmaction - INFO - Epoch [17][60/5010] lr: 7.500e-03, eta: 2 days, 0:55:20, time: 1.012, data_time: 0.006, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8313, loss_cls: 1.6754, loss: 1.6754, grad_norm: 5.9226 2020-10-11 21:54:44,045 - mmaction - INFO - Epoch [17][80/5010] lr: 7.500e-03, eta: 2 days, 0:54:59, time: 1.022, data_time: 0.002, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8271, loss_cls: 1.5822, loss: 1.5822, grad_norm: 6.0627 2020-10-11 21:55:04,489 - mmaction - INFO - Epoch [17][100/5010] lr: 7.500e-03, eta: 2 days, 0:54:38, time: 1.022, data_time: 0.005, memory: 10398, top1_acc: 0.6458, top5_acc: 0.8542, loss_cls: 1.4334, loss: 1.4334, grad_norm: 5.6662 2020-10-11 21:55:24,960 - mmaction - INFO - Epoch [17][120/5010] lr: 7.500e-03, eta: 2 days, 0:54:17, time: 1.023, data_time: 0.002, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8219, loss_cls: 1.6213, loss: 1.6213, grad_norm: 6.0347 2020-10-11 21:55:44,767 - mmaction - INFO - Epoch [17][140/5010] lr: 7.500e-03, eta: 2 days, 0:53:54, time: 0.991, data_time: 0.002, memory: 10398, top1_acc: 0.5594, top5_acc: 0.7906, loss_cls: 1.7510, loss: 1.7510, grad_norm: 6.3027 2020-10-11 21:56:06,251 - mmaction - INFO - Epoch [17][160/5010] lr: 7.500e-03, eta: 2 days, 0:53:35, time: 1.071, data_time: 0.004, memory: 10398, top1_acc: 0.6281, top5_acc: 0.8427, loss_cls: 1.5021, loss: 1.5021, grad_norm: 5.7243 2020-10-11 21:56:26,851 - mmaction - INFO - Epoch [17][180/5010] lr: 7.500e-03, eta: 2 days, 0:53:14, time: 1.033, data_time: 0.008, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8302, loss_cls: 1.6572, loss: 1.6572, grad_norm: 6.2071 2020-10-11 21:56:46,757 - mmaction - INFO - Epoch [17][200/5010] lr: 7.500e-03, eta: 2 days, 0:52:52, time: 0.995, data_time: 0.002, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8229, loss_cls: 1.6383, loss: 1.6383, grad_norm: 6.1967 2020-10-11 21:57:07,688 - mmaction - INFO - Epoch [17][220/5010] lr: 7.500e-03, eta: 2 days, 0:52:32, time: 1.043, data_time: 0.005, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8469, loss_cls: 1.5443, loss: 1.5443, grad_norm: 5.8712 2020-10-11 21:57:28,757 - mmaction - INFO - Epoch [17][240/5010] lr: 7.500e-03, eta: 2 days, 0:52:12, time: 1.056, data_time: 0.007, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8563, loss_cls: 1.5224, loss: 1.5224, grad_norm: 5.8401 2020-10-11 21:57:48,415 - mmaction - INFO - Epoch [17][260/5010] lr: 7.500e-03, eta: 2 days, 0:51:49, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8344, loss_cls: 1.6081, loss: 1.6081, grad_norm: 5.8105 2020-10-11 21:58:09,030 - mmaction - INFO - Epoch [17][280/5010] lr: 7.500e-03, eta: 2 days, 0:51:28, time: 1.027, data_time: 0.005, memory: 10398, top1_acc: 0.6417, top5_acc: 0.8479, loss_cls: 1.4798, loss: 1.4798, grad_norm: 5.6459 2020-10-11 21:58:29,503 - mmaction - INFO - Epoch [17][300/5010] lr: 7.500e-03, eta: 2 days, 0:51:07, time: 1.027, data_time: 0.007, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8427, loss_cls: 1.5239, loss: 1.5239, grad_norm: 5.8846 2020-10-11 21:58:49,898 - mmaction - INFO - Epoch [17][320/5010] lr: 7.500e-03, eta: 2 days, 0:50:46, time: 1.020, data_time: 0.002, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8146, loss_cls: 1.6371, loss: 1.6371, grad_norm: 5.9868 2020-10-11 21:59:10,356 - mmaction - INFO - Epoch [17][340/5010] lr: 7.500e-03, eta: 2 days, 0:50:25, time: 1.023, data_time: 0.005, memory: 10398, top1_acc: 0.6188, top5_acc: 0.8281, loss_cls: 1.5556, loss: 1.5556, grad_norm: 5.8970 2020-10-11 21:59:30,754 - mmaction - INFO - Epoch [17][360/5010] lr: 7.500e-03, eta: 2 days, 0:50:04, time: 1.020, data_time: 0.003, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8271, loss_cls: 1.6707, loss: 1.6707, grad_norm: 6.0520 2020-10-11 21:59:51,207 - mmaction - INFO - Epoch [17][380/5010] lr: 7.500e-03, eta: 2 days, 0:49:42, time: 1.023, data_time: 0.002, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8438, loss_cls: 1.6445, loss: 1.6445, grad_norm: 6.0334 2020-10-11 22:00:16,983 - mmaction - INFO - Epoch [17][400/5010] lr: 7.500e-03, eta: 2 days, 0:49:32, time: 1.284, data_time: 0.006, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8240, loss_cls: 1.6315, loss: 1.6315, grad_norm: 6.0881 2020-10-11 22:00:36,262 - mmaction - INFO - Epoch [17][420/5010] lr: 7.500e-03, eta: 2 days, 0:49:09, time: 0.968, data_time: 0.011, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8260, loss_cls: 1.5978, loss: 1.5978, grad_norm: 5.8979 2020-10-11 22:00:56,871 - mmaction - INFO - Epoch [17][440/5010] lr: 7.500e-03, eta: 2 days, 0:48:48, time: 1.029, data_time: 0.006, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8219, loss_cls: 1.6033, loss: 1.6033, grad_norm: 6.0717 2020-10-11 22:01:16,955 - mmaction - INFO - Epoch [17][460/5010] lr: 7.500e-03, eta: 2 days, 0:48:26, time: 1.006, data_time: 0.008, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8562, loss_cls: 1.5274, loss: 1.5274, grad_norm: 5.9978 2020-10-11 22:01:37,841 - mmaction - INFO - Epoch [17][480/5010] lr: 7.500e-03, eta: 2 days, 0:48:06, time: 1.042, data_time: 0.005, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8344, loss_cls: 1.6247, loss: 1.6247, grad_norm: 6.0536 2020-10-11 22:01:58,799 - mmaction - INFO - Epoch [17][500/5010] lr: 7.500e-03, eta: 2 days, 0:47:46, time: 1.051, data_time: 0.007, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8292, loss_cls: 1.5874, loss: 1.5874, grad_norm: 5.8526 2020-10-11 22:02:19,221 - mmaction - INFO - Epoch [17][520/5010] lr: 7.500e-03, eta: 2 days, 0:47:24, time: 1.021, data_time: 0.006, memory: 10398, top1_acc: 0.6063, top5_acc: 0.8271, loss_cls: 1.5842, loss: 1.5842, grad_norm: 6.1828 2020-10-11 22:02:41,037 - mmaction - INFO - Epoch [17][540/5010] lr: 7.500e-03, eta: 2 days, 0:47:06, time: 1.090, data_time: 0.004, memory: 10398, top1_acc: 0.6333, top5_acc: 0.8427, loss_cls: 1.5487, loss: 1.5487, grad_norm: 5.9430 2020-10-11 22:03:01,561 - mmaction - INFO - Epoch [17][560/5010] lr: 7.500e-03, eta: 2 days, 0:46:45, time: 1.026, data_time: 0.002, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8271, loss_cls: 1.6274, loss: 1.6274, grad_norm: 5.8721 2020-10-11 22:03:23,011 - mmaction - INFO - Epoch [17][580/5010] lr: 7.500e-03, eta: 2 days, 0:46:26, time: 1.072, data_time: 0.005, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8479, loss_cls: 1.5709, loss: 1.5709, grad_norm: 5.7990 2020-10-11 22:03:44,106 - mmaction - INFO - Epoch [17][600/5010] lr: 7.500e-03, eta: 2 days, 0:46:06, time: 1.055, data_time: 0.002, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8302, loss_cls: 1.6427, loss: 1.6427, grad_norm: 6.0668 2020-10-11 22:04:04,182 - mmaction - INFO - Epoch [17][620/5010] lr: 7.500e-03, eta: 2 days, 0:45:44, time: 1.003, data_time: 0.006, memory: 10398, top1_acc: 0.6208, top5_acc: 0.8375, loss_cls: 1.5381, loss: 1.5381, grad_norm: 5.9689 2020-10-11 22:04:26,418 - mmaction - INFO - Epoch [17][640/5010] lr: 7.500e-03, eta: 2 days, 0:45:27, time: 1.113, data_time: 0.004, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8396, loss_cls: 1.5610, loss: 1.5610, grad_norm: 5.9122 2020-10-11 22:04:46,812 - mmaction - INFO - Epoch [17][660/5010] lr: 7.500e-03, eta: 2 days, 0:45:05, time: 1.019, data_time: 0.002, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8229, loss_cls: 1.5805, loss: 1.5805, grad_norm: 5.9699 2020-10-11 22:05:07,770 - mmaction - INFO - Epoch [17][680/5010] lr: 7.500e-03, eta: 2 days, 0:44:45, time: 1.048, data_time: 0.004, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8354, loss_cls: 1.6067, loss: 1.6067, grad_norm: 6.0673 2020-10-11 22:05:28,084 - mmaction - INFO - Epoch [17][700/5010] lr: 7.500e-03, eta: 2 days, 0:44:24, time: 1.015, data_time: 0.002, memory: 10398, top1_acc: 0.6271, top5_acc: 0.8417, loss_cls: 1.5608, loss: 1.5608, grad_norm: 6.2612 2020-10-11 22:05:48,921 - mmaction - INFO - Epoch [17][720/5010] lr: 7.500e-03, eta: 2 days, 0:44:03, time: 1.042, data_time: 0.002, memory: 10398, top1_acc: 0.6260, top5_acc: 0.8521, loss_cls: 1.5472, loss: 1.5472, grad_norm: 6.1391 2020-10-11 22:06:09,125 - mmaction - INFO - Epoch [17][740/5010] lr: 7.500e-03, eta: 2 days, 0:43:42, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8469, loss_cls: 1.5435, loss: 1.5435, grad_norm: 5.9232 2020-10-11 22:06:29,698 - mmaction - INFO - Epoch [17][760/5010] lr: 7.500e-03, eta: 2 days, 0:43:21, time: 1.030, data_time: 0.005, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8313, loss_cls: 1.6046, loss: 1.6046, grad_norm: 6.0295 2020-10-11 22:06:50,258 - mmaction - INFO - Epoch [17][780/5010] lr: 7.500e-03, eta: 2 days, 0:43:00, time: 1.028, data_time: 0.002, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8219, loss_cls: 1.6668, loss: 1.6668, grad_norm: 6.1541 2020-10-11 22:07:10,865 - mmaction - INFO - Epoch [17][800/5010] lr: 7.500e-03, eta: 2 days, 0:42:39, time: 1.028, data_time: 0.004, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8365, loss_cls: 1.5387, loss: 1.5387, grad_norm: 5.9923 2020-10-11 22:07:31,322 - mmaction - INFO - Epoch [17][820/5010] lr: 7.500e-03, eta: 2 days, 0:42:18, time: 1.023, data_time: 0.006, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8375, loss_cls: 1.5887, loss: 1.5887, grad_norm: 5.9536 2020-10-11 22:07:52,167 - mmaction - INFO - Epoch [17][840/5010] lr: 7.500e-03, eta: 2 days, 0:41:57, time: 1.044, data_time: 0.005, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8271, loss_cls: 1.7661, loss: 1.7661, grad_norm: 6.1513 2020-10-11 22:08:13,386 - mmaction - INFO - Epoch [17][860/5010] lr: 7.500e-03, eta: 2 days, 0:41:38, time: 1.057, data_time: 0.005, memory: 10398, top1_acc: 0.6406, top5_acc: 0.8333, loss_cls: 1.5201, loss: 1.5201, grad_norm: 5.7635 2020-10-11 22:08:34,010 - mmaction - INFO - Epoch [17][880/5010] lr: 7.500e-03, eta: 2 days, 0:41:17, time: 1.035, data_time: 0.007, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8406, loss_cls: 1.5576, loss: 1.5576, grad_norm: 5.8215 2020-10-11 22:08:54,787 - mmaction - INFO - Epoch [17][900/5010] lr: 7.500e-03, eta: 2 days, 0:40:57, time: 1.039, data_time: 0.002, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8188, loss_cls: 1.6413, loss: 1.6413, grad_norm: 6.1986 2020-10-11 22:09:15,359 - mmaction - INFO - Epoch [17][920/5010] lr: 7.500e-03, eta: 2 days, 0:40:36, time: 1.027, data_time: 0.005, memory: 10398, top1_acc: 0.6271, top5_acc: 0.8427, loss_cls: 1.4886, loss: 1.4886, grad_norm: 5.8131 2020-10-11 22:09:37,097 - mmaction - INFO - Epoch [17][940/5010] lr: 7.500e-03, eta: 2 days, 0:40:17, time: 1.088, data_time: 0.006, memory: 10398, top1_acc: 0.6063, top5_acc: 0.8208, loss_cls: 1.6711, loss: 1.6711, grad_norm: 6.0289 2020-10-11 22:09:57,246 - mmaction - INFO - Epoch [17][960/5010] lr: 7.500e-03, eta: 2 days, 0:39:55, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8385, loss_cls: 1.5893, loss: 1.5893, grad_norm: 6.1482 2020-10-11 22:10:17,786 - mmaction - INFO - Epoch [17][980/5010] lr: 7.500e-03, eta: 2 days, 0:39:34, time: 1.024, data_time: 0.005, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8375, loss_cls: 1.5849, loss: 1.5849, grad_norm: 6.0827 2020-10-11 22:10:39,190 - mmaction - INFO - Epoch [17][1000/5010] lr: 7.500e-03, eta: 2 days, 0:39:15, time: 1.074, data_time: 0.007, memory: 10398, top1_acc: 0.6188, top5_acc: 0.8458, loss_cls: 1.5347, loss: 1.5347, grad_norm: 6.0825 2020-10-11 22:11:00,204 - mmaction - INFO - Epoch [17][1020/5010] lr: 7.500e-03, eta: 2 days, 0:38:55, time: 1.049, data_time: 0.005, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8323, loss_cls: 1.6269, loss: 1.6269, grad_norm: 5.9189 2020-10-11 22:11:21,196 - mmaction - INFO - Epoch [17][1040/5010] lr: 7.500e-03, eta: 2 days, 0:38:35, time: 1.049, data_time: 0.005, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8198, loss_cls: 1.7122, loss: 1.7122, grad_norm: 6.0709 2020-10-11 22:11:41,019 - mmaction - INFO - Epoch [17][1060/5010] lr: 7.500e-03, eta: 2 days, 0:38:13, time: 0.993, data_time: 0.004, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8198, loss_cls: 1.6557, loss: 1.6557, grad_norm: 5.9521 2020-10-11 22:12:03,469 - mmaction - INFO - Epoch [17][1080/5010] lr: 7.500e-03, eta: 2 days, 0:37:55, time: 1.120, data_time: 0.005, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8292, loss_cls: 1.5916, loss: 1.5916, grad_norm: 5.8813 2020-10-11 22:12:24,227 - mmaction - INFO - Epoch [17][1100/5010] lr: 7.500e-03, eta: 2 days, 0:37:35, time: 1.040, data_time: 0.007, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8313, loss_cls: 1.6029, loss: 1.6029, grad_norm: 5.8194 2020-10-11 22:12:44,441 - mmaction - INFO - Epoch [17][1120/5010] lr: 7.500e-03, eta: 2 days, 0:37:13, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.6469, top5_acc: 0.8469, loss_cls: 1.4495, loss: 1.4495, grad_norm: 5.6589 2020-10-11 22:13:06,052 - mmaction - INFO - Epoch [17][1140/5010] lr: 7.500e-03, eta: 2 days, 0:36:55, time: 1.080, data_time: 0.002, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8208, loss_cls: 1.6634, loss: 1.6634, grad_norm: 5.9639 2020-10-11 22:13:27,403 - mmaction - INFO - Epoch [17][1160/5010] lr: 7.500e-03, eta: 2 days, 0:36:35, time: 1.068, data_time: 0.002, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8406, loss_cls: 1.5875, loss: 1.5875, grad_norm: 5.7556 2020-10-11 22:13:47,554 - mmaction - INFO - Epoch [17][1180/5010] lr: 7.500e-03, eta: 2 days, 0:36:13, time: 1.008, data_time: 0.002, memory: 10398, top1_acc: 0.6427, top5_acc: 0.8698, loss_cls: 1.4663, loss: 1.4663, grad_norm: 5.7480 2020-10-11 22:14:08,386 - mmaction - INFO - Epoch [17][1200/5010] lr: 7.500e-03, eta: 2 days, 0:35:53, time: 1.039, data_time: 0.004, memory: 10398, top1_acc: 0.6208, top5_acc: 0.8302, loss_cls: 1.5915, loss: 1.5915, grad_norm: 5.7609 2020-10-11 22:14:29,560 - mmaction - INFO - Epoch [17][1220/5010] lr: 7.500e-03, eta: 2 days, 0:35:33, time: 1.061, data_time: 0.007, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8406, loss_cls: 1.5513, loss: 1.5513, grad_norm: 5.6516 2020-10-11 22:14:50,610 - mmaction - INFO - Epoch [17][1240/5010] lr: 7.500e-03, eta: 2 days, 0:35:13, time: 1.052, data_time: 0.002, memory: 10398, top1_acc: 0.6354, top5_acc: 0.8375, loss_cls: 1.5373, loss: 1.5373, grad_norm: 5.6962 2020-10-11 22:15:11,543 - mmaction - INFO - Epoch [17][1260/5010] lr: 7.500e-03, eta: 2 days, 0:34:53, time: 1.047, data_time: 0.004, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8344, loss_cls: 1.5944, loss: 1.5944, grad_norm: 5.9442 2020-10-11 22:15:31,647 - mmaction - INFO - Epoch [17][1280/5010] lr: 7.500e-03, eta: 2 days, 0:34:31, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8208, loss_cls: 1.6521, loss: 1.6521, grad_norm: 5.8204 2020-10-11 22:15:51,979 - mmaction - INFO - Epoch [17][1300/5010] lr: 7.500e-03, eta: 2 days, 0:34:10, time: 1.019, data_time: 0.006, memory: 10398, top1_acc: 0.6375, top5_acc: 0.8333, loss_cls: 1.5188, loss: 1.5188, grad_norm: 5.7804 2020-10-11 22:16:12,385 - mmaction - INFO - Epoch [17][1320/5010] lr: 7.500e-03, eta: 2 days, 0:33:49, time: 1.021, data_time: 0.003, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8323, loss_cls: 1.6013, loss: 1.6013, grad_norm: 6.0251 2020-10-11 22:16:33,109 - mmaction - INFO - Epoch [17][1340/5010] lr: 7.500e-03, eta: 2 days, 0:33:28, time: 1.035, data_time: 0.005, memory: 10398, top1_acc: 0.6313, top5_acc: 0.8396, loss_cls: 1.5698, loss: 1.5698, grad_norm: 5.8270 2020-10-11 22:16:55,132 - mmaction - INFO - Epoch [17][1360/5010] lr: 7.500e-03, eta: 2 days, 0:33:10, time: 1.103, data_time: 0.005, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8260, loss_cls: 1.6293, loss: 1.6293, grad_norm: 6.2528 2020-10-11 22:17:15,159 - mmaction - INFO - Epoch [17][1380/5010] lr: 7.500e-03, eta: 2 days, 0:32:48, time: 1.001, data_time: 0.002, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8531, loss_cls: 1.5279, loss: 1.5279, grad_norm: 5.9384 2020-10-11 22:17:36,438 - mmaction - INFO - Epoch [17][1400/5010] lr: 7.500e-03, eta: 2 days, 0:32:29, time: 1.061, data_time: 0.005, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8219, loss_cls: 1.6345, loss: 1.6345, grad_norm: 6.0390 2020-10-11 22:17:57,486 - mmaction - INFO - Epoch [17][1420/5010] lr: 7.500e-03, eta: 2 days, 0:32:09, time: 1.055, data_time: 0.008, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8104, loss_cls: 1.7064, loss: 1.7064, grad_norm: 6.0364 2020-10-11 22:18:18,497 - mmaction - INFO - Epoch [17][1440/5010] lr: 7.500e-03, eta: 2 days, 0:31:49, time: 1.051, data_time: 0.002, memory: 10398, top1_acc: 0.6219, top5_acc: 0.8333, loss_cls: 1.5702, loss: 1.5702, grad_norm: 5.9168 2020-10-11 22:18:39,454 - mmaction - INFO - Epoch [17][1460/5010] lr: 7.500e-03, eta: 2 days, 0:31:28, time: 1.044, data_time: 0.004, memory: 10398, top1_acc: 0.6062, top5_acc: 0.8417, loss_cls: 1.5793, loss: 1.5793, grad_norm: 6.0127 2020-10-11 22:19:00,025 - mmaction - INFO - Epoch [17][1480/5010] lr: 7.500e-03, eta: 2 days, 0:31:08, time: 1.032, data_time: 0.008, memory: 10398, top1_acc: 0.5729, top5_acc: 0.8104, loss_cls: 1.7054, loss: 1.7054, grad_norm: 6.0318 2020-10-11 22:19:21,323 - mmaction - INFO - Epoch [17][1500/5010] lr: 7.500e-03, eta: 2 days, 0:30:48, time: 1.065, data_time: 0.003, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8177, loss_cls: 1.7015, loss: 1.7015, grad_norm: 5.7774 2020-10-11 22:19:41,573 - mmaction - INFO - Epoch [17][1520/5010] lr: 7.500e-03, eta: 2 days, 0:30:27, time: 1.013, data_time: 0.003, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8521, loss_cls: 1.5506, loss: 1.5506, grad_norm: 5.9618 2020-10-11 22:20:02,981 - mmaction - INFO - Epoch [17][1540/5010] lr: 7.500e-03, eta: 2 days, 0:30:07, time: 1.062, data_time: 0.004, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8469, loss_cls: 1.5538, loss: 1.5538, grad_norm: 6.0977 2020-10-11 22:20:23,417 - mmaction - INFO - Epoch [17][1560/5010] lr: 7.500e-03, eta: 2 days, 0:29:46, time: 1.030, data_time: 0.010, memory: 10398, top1_acc: 0.6313, top5_acc: 0.8323, loss_cls: 1.5170, loss: 1.5170, grad_norm: 5.7048 2020-10-11 22:20:44,478 - mmaction - INFO - Epoch [17][1580/5010] lr: 7.500e-03, eta: 2 days, 0:29:26, time: 1.053, data_time: 0.002, memory: 10398, top1_acc: 0.6292, top5_acc: 0.8385, loss_cls: 1.5656, loss: 1.5656, grad_norm: 6.0175 2020-10-11 22:21:04,961 - mmaction - INFO - Epoch [17][1600/5010] lr: 7.500e-03, eta: 2 days, 0:29:05, time: 1.024, data_time: 0.005, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8208, loss_cls: 1.6789, loss: 1.6789, grad_norm: 5.8848 2020-10-11 22:21:25,527 - mmaction - INFO - Epoch [17][1620/5010] lr: 7.500e-03, eta: 2 days, 0:28:44, time: 1.029, data_time: 0.002, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8333, loss_cls: 1.6170, loss: 1.6170, grad_norm: 5.9518 2020-10-11 22:21:46,716 - mmaction - INFO - Epoch [17][1640/5010] lr: 7.500e-03, eta: 2 days, 0:28:25, time: 1.060, data_time: 0.002, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8052, loss_cls: 1.7073, loss: 1.7073, grad_norm: 6.0218 2020-10-11 22:22:06,988 - mmaction - INFO - Epoch [17][1660/5010] lr: 7.500e-03, eta: 2 days, 0:28:03, time: 1.012, data_time: 0.004, memory: 10398, top1_acc: 0.6219, top5_acc: 0.8240, loss_cls: 1.5855, loss: 1.5855, grad_norm: 5.9366 2020-10-11 22:22:27,720 - mmaction - INFO - Epoch [17][1680/5010] lr: 7.500e-03, eta: 2 days, 0:27:42, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8510, loss_cls: 1.5799, loss: 1.5799, grad_norm: 6.2312 2020-10-11 22:22:47,830 - mmaction - INFO - Epoch [17][1700/5010] lr: 7.500e-03, eta: 2 days, 0:27:21, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8208, loss_cls: 1.6681, loss: 1.6681, grad_norm: 6.1639 2020-10-11 22:23:09,212 - mmaction - INFO - Epoch [17][1720/5010] lr: 7.500e-03, eta: 2 days, 0:27:01, time: 1.068, data_time: 0.002, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8125, loss_cls: 1.7620, loss: 1.7620, grad_norm: 6.1846 2020-10-11 22:23:29,903 - mmaction - INFO - Epoch [17][1740/5010] lr: 7.500e-03, eta: 2 days, 0:26:41, time: 1.035, data_time: 0.003, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8250, loss_cls: 1.6532, loss: 1.6532, grad_norm: 6.0669 2020-10-11 22:23:51,269 - mmaction - INFO - Epoch [17][1760/5010] lr: 7.500e-03, eta: 2 days, 0:26:21, time: 1.068, data_time: 0.002, memory: 10398, top1_acc: 0.6490, top5_acc: 0.8573, loss_cls: 1.4743, loss: 1.4743, grad_norm: 5.6874 2020-10-11 22:24:11,616 - mmaction - INFO - Epoch [17][1780/5010] lr: 7.500e-03, eta: 2 days, 0:26:00, time: 1.015, data_time: 0.006, memory: 10398, top1_acc: 0.6063, top5_acc: 0.8302, loss_cls: 1.6287, loss: 1.6287, grad_norm: 6.1330 2020-10-11 22:24:32,625 - mmaction - INFO - Epoch [17][1800/5010] lr: 7.500e-03, eta: 2 days, 0:25:40, time: 1.053, data_time: 0.006, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8302, loss_cls: 1.6675, loss: 1.6675, grad_norm: 6.0662 2020-10-11 22:24:53,383 - mmaction - INFO - Epoch [17][1820/5010] lr: 7.500e-03, eta: 2 days, 0:25:19, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.6333, top5_acc: 0.8542, loss_cls: 1.5148, loss: 1.5148, grad_norm: 5.8763 2020-10-11 22:25:13,461 - mmaction - INFO - Epoch [17][1840/5010] lr: 7.500e-03, eta: 2 days, 0:24:57, time: 1.004, data_time: 0.002, memory: 10398, top1_acc: 0.6323, top5_acc: 0.8302, loss_cls: 1.5850, loss: 1.5850, grad_norm: 5.7546 2020-10-11 22:25:35,573 - mmaction - INFO - Epoch [17][1860/5010] lr: 7.500e-03, eta: 2 days, 0:24:40, time: 1.106, data_time: 0.003, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8260, loss_cls: 1.6868, loss: 1.6868, grad_norm: 6.1335 2020-10-11 22:25:55,840 - mmaction - INFO - Epoch [17][1880/5010] lr: 7.500e-03, eta: 2 days, 0:24:18, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8375, loss_cls: 1.6385, loss: 1.6385, grad_norm: 6.0193 2020-10-11 22:26:16,676 - mmaction - INFO - Epoch [17][1900/5010] lr: 7.500e-03, eta: 2 days, 0:23:58, time: 1.042, data_time: 0.002, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8188, loss_cls: 1.6704, loss: 1.6704, grad_norm: 6.0971 2020-10-11 22:26:38,160 - mmaction - INFO - Epoch [17][1920/5010] lr: 7.500e-03, eta: 2 days, 0:23:39, time: 1.073, data_time: 0.004, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8281, loss_cls: 1.5794, loss: 1.5794, grad_norm: 5.9554 2020-10-11 22:26:58,177 - mmaction - INFO - Epoch [17][1940/5010] lr: 7.500e-03, eta: 2 days, 0:23:17, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.6406, top5_acc: 0.8438, loss_cls: 1.4953, loss: 1.4953, grad_norm: 6.0159 2020-10-11 22:27:18,498 - mmaction - INFO - Epoch [17][1960/5010] lr: 7.500e-03, eta: 2 days, 0:22:55, time: 1.016, data_time: 0.002, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8458, loss_cls: 1.5225, loss: 1.5225, grad_norm: 5.9855 2020-10-11 22:27:39,982 - mmaction - INFO - Epoch [17][1980/5010] lr: 7.500e-03, eta: 2 days, 0:22:36, time: 1.072, data_time: 0.004, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8417, loss_cls: 1.5755, loss: 1.5755, grad_norm: 6.1214 2020-10-11 22:28:00,694 - mmaction - INFO - Epoch [17][2000/5010] lr: 7.500e-03, eta: 2 days, 0:22:15, time: 1.037, data_time: 0.008, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8427, loss_cls: 1.5430, loss: 1.5430, grad_norm: 5.9808 2020-10-11 22:28:21,815 - mmaction - INFO - Epoch [17][2020/5010] lr: 7.500e-03, eta: 2 days, 0:21:56, time: 1.056, data_time: 0.003, memory: 10398, top1_acc: 0.6240, top5_acc: 0.8438, loss_cls: 1.5261, loss: 1.5261, grad_norm: 5.9936 2020-10-11 22:28:43,769 - mmaction - INFO - Epoch [17][2040/5010] lr: 7.500e-03, eta: 2 days, 0:21:38, time: 1.098, data_time: 0.003, memory: 10398, top1_acc: 0.6260, top5_acc: 0.8417, loss_cls: 1.5583, loss: 1.5583, grad_norm: 5.9236 2020-10-11 22:29:04,493 - mmaction - INFO - Epoch [17][2060/5010] lr: 7.500e-03, eta: 2 days, 0:21:17, time: 1.036, data_time: 0.006, memory: 10398, top1_acc: 0.6333, top5_acc: 0.8458, loss_cls: 1.5111, loss: 1.5111, grad_norm: 5.5604 2020-10-11 22:29:24,360 - mmaction - INFO - Epoch [17][2080/5010] lr: 7.500e-03, eta: 2 days, 0:20:55, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8344, loss_cls: 1.5888, loss: 1.5888, grad_norm: 5.8796 2020-10-11 22:29:44,530 - mmaction - INFO - Epoch [17][2100/5010] lr: 7.500e-03, eta: 2 days, 0:20:33, time: 1.008, data_time: 0.002, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8438, loss_cls: 1.5729, loss: 1.5729, grad_norm: 5.9573 2020-10-11 22:30:05,095 - mmaction - INFO - Epoch [17][2120/5010] lr: 7.500e-03, eta: 2 days, 0:20:12, time: 1.029, data_time: 0.003, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8458, loss_cls: 1.6097, loss: 1.6097, grad_norm: 5.8528 2020-10-11 22:30:25,387 - mmaction - INFO - Epoch [17][2140/5010] lr: 7.500e-03, eta: 2 days, 0:19:50, time: 1.015, data_time: 0.002, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8302, loss_cls: 1.5993, loss: 1.5993, grad_norm: 5.9622 2020-10-11 22:30:47,166 - mmaction - INFO - Epoch [17][2160/5010] lr: 7.500e-03, eta: 2 days, 0:19:32, time: 1.089, data_time: 0.002, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8292, loss_cls: 1.6220, loss: 1.6220, grad_norm: 5.9730 2020-10-11 22:31:07,611 - mmaction - INFO - Epoch [17][2180/5010] lr: 7.500e-03, eta: 2 days, 0:19:11, time: 1.020, data_time: 0.004, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8344, loss_cls: 1.6060, loss: 1.6060, grad_norm: 5.9853 2020-10-11 22:31:28,750 - mmaction - INFO - Epoch [17][2200/5010] lr: 7.500e-03, eta: 2 days, 0:18:51, time: 1.059, data_time: 0.007, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8344, loss_cls: 1.6060, loss: 1.6060, grad_norm: 6.0720 2020-10-11 22:31:49,798 - mmaction - INFO - Epoch [17][2220/5010] lr: 7.500e-03, eta: 2 days, 0:18:31, time: 1.052, data_time: 0.002, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8323, loss_cls: 1.5749, loss: 1.5749, grad_norm: 5.8893 2020-10-11 22:32:10,039 - mmaction - INFO - Epoch [17][2240/5010] lr: 7.500e-03, eta: 2 days, 0:18:09, time: 1.013, data_time: 0.003, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8333, loss_cls: 1.6165, loss: 1.6165, grad_norm: 6.1042 2020-10-11 22:32:31,198 - mmaction - INFO - Epoch [17][2260/5010] lr: 7.500e-03, eta: 2 days, 0:17:50, time: 1.055, data_time: 0.004, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8385, loss_cls: 1.6012, loss: 1.6012, grad_norm: 5.8708 2020-10-11 22:32:51,659 - mmaction - INFO - Epoch [17][2280/5010] lr: 7.500e-03, eta: 2 days, 0:17:29, time: 1.026, data_time: 0.006, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8344, loss_cls: 1.6167, loss: 1.6167, grad_norm: 5.9357 2020-10-11 22:33:12,866 - mmaction - INFO - Epoch [17][2300/5010] lr: 7.500e-03, eta: 2 days, 0:17:09, time: 1.057, data_time: 0.006, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8417, loss_cls: 1.5556, loss: 1.5556, grad_norm: 5.9879 2020-10-11 22:33:33,994 - mmaction - INFO - Epoch [17][2320/5010] lr: 7.500e-03, eta: 2 days, 0:16:49, time: 1.060, data_time: 0.008, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8073, loss_cls: 1.7424, loss: 1.7424, grad_norm: 6.1959 2020-10-11 22:33:54,255 - mmaction - INFO - Epoch [17][2340/5010] lr: 7.500e-03, eta: 2 days, 0:16:28, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8281, loss_cls: 1.6561, loss: 1.6561, grad_norm: 6.4034 2020-10-11 22:34:15,050 - mmaction - INFO - Epoch [17][2360/5010] lr: 7.500e-03, eta: 2 days, 0:16:07, time: 1.039, data_time: 0.004, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8260, loss_cls: 1.6688, loss: 1.6688, grad_norm: 6.0263 2020-10-11 22:34:35,118 - mmaction - INFO - Epoch [17][2380/5010] lr: 7.500e-03, eta: 2 days, 0:15:45, time: 1.004, data_time: 0.002, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8167, loss_cls: 1.6473, loss: 1.6473, grad_norm: 6.0270 2020-10-11 22:34:56,808 - mmaction - INFO - Epoch [17][2400/5010] lr: 7.500e-03, eta: 2 days, 0:15:26, time: 1.084, data_time: 0.007, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8260, loss_cls: 1.6387, loss: 1.6387, grad_norm: 6.0346 2020-10-11 22:35:18,042 - mmaction - INFO - Epoch [17][2420/5010] lr: 7.500e-03, eta: 2 days, 0:15:07, time: 1.062, data_time: 0.003, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8229, loss_cls: 1.6119, loss: 1.6119, grad_norm: 6.1203 2020-10-11 22:35:38,126 - mmaction - INFO - Epoch [17][2440/5010] lr: 7.500e-03, eta: 2 days, 0:14:45, time: 1.003, data_time: 0.006, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8448, loss_cls: 1.6086, loss: 1.6086, grad_norm: 6.0824 2020-10-11 22:35:59,520 - mmaction - INFO - Epoch [17][2460/5010] lr: 7.500e-03, eta: 2 days, 0:14:26, time: 1.071, data_time: 0.003, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8167, loss_cls: 1.7339, loss: 1.7339, grad_norm: 5.9629 2020-10-11 22:36:20,419 - mmaction - INFO - Epoch [17][2480/5010] lr: 7.500e-03, eta: 2 days, 0:14:05, time: 1.043, data_time: 0.002, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8260, loss_cls: 1.6573, loss: 1.6573, grad_norm: 5.8039 2020-10-11 22:36:41,024 - mmaction - INFO - Epoch [17][2500/5010] lr: 7.500e-03, eta: 2 days, 0:13:44, time: 1.030, data_time: 0.006, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8198, loss_cls: 1.6415, loss: 1.6415, grad_norm: 5.9844 2020-10-11 22:37:01,717 - mmaction - INFO - Epoch [17][2520/5010] lr: 7.500e-03, eta: 2 days, 0:13:24, time: 1.036, data_time: 0.007, memory: 10398, top1_acc: 0.6260, top5_acc: 0.8385, loss_cls: 1.5650, loss: 1.5650, grad_norm: 5.7604 2020-10-11 22:37:23,556 - mmaction - INFO - Epoch [17][2540/5010] lr: 7.500e-03, eta: 2 days, 0:13:06, time: 1.092, data_time: 0.003, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8406, loss_cls: 1.6154, loss: 1.6154, grad_norm: 5.9343 2020-10-11 22:37:43,169 - mmaction - INFO - Epoch [17][2560/5010] lr: 7.500e-03, eta: 2 days, 0:12:43, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8385, loss_cls: 1.5238, loss: 1.5238, grad_norm: 5.7487 2020-10-11 22:38:04,574 - mmaction - INFO - Epoch [17][2580/5010] lr: 7.500e-03, eta: 2 days, 0:12:23, time: 1.068, data_time: 0.006, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8417, loss_cls: 1.5239, loss: 1.5239, grad_norm: 5.9368 2020-10-11 22:38:25,163 - mmaction - INFO - Epoch [17][2600/5010] lr: 7.500e-03, eta: 2 days, 0:12:03, time: 1.032, data_time: 0.007, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8281, loss_cls: 1.6185, loss: 1.6185, grad_norm: 5.8768 2020-10-11 22:38:45,805 - mmaction - INFO - Epoch [17][2620/5010] lr: 7.500e-03, eta: 2 days, 0:11:42, time: 1.032, data_time: 0.002, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8542, loss_cls: 1.4988, loss: 1.4988, grad_norm: 5.6909 2020-10-11 22:39:07,205 - mmaction - INFO - Epoch [17][2640/5010] lr: 7.500e-03, eta: 2 days, 0:11:22, time: 1.067, data_time: 0.004, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8219, loss_cls: 1.6218, loss: 1.6218, grad_norm: 5.9292 2020-10-11 22:39:27,732 - mmaction - INFO - Epoch [17][2660/5010] lr: 7.500e-03, eta: 2 days, 0:11:01, time: 1.029, data_time: 0.008, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8385, loss_cls: 1.6520, loss: 1.6520, grad_norm: 5.7891 2020-10-11 22:39:47,883 - mmaction - INFO - Epoch [17][2680/5010] lr: 7.500e-03, eta: 2 days, 0:10:40, time: 1.008, data_time: 0.002, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8271, loss_cls: 1.5984, loss: 1.5984, grad_norm: 6.0028 2020-10-11 22:40:08,739 - mmaction - INFO - Epoch [17][2700/5010] lr: 7.500e-03, eta: 2 days, 0:10:19, time: 1.043, data_time: 0.005, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.6481, loss: 1.6481, grad_norm: 6.0215 2020-10-11 22:40:29,816 - mmaction - INFO - Epoch [17][2720/5010] lr: 7.500e-03, eta: 2 days, 0:09:59, time: 1.053, data_time: 0.002, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8354, loss_cls: 1.5352, loss: 1.5352, grad_norm: 6.1046 2020-10-11 22:40:49,824 - mmaction - INFO - Epoch [17][2740/5010] lr: 7.500e-03, eta: 2 days, 0:09:37, time: 1.001, data_time: 0.002, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8135, loss_cls: 1.7026, loss: 1.7026, grad_norm: 6.2663 2020-10-11 22:41:11,946 - mmaction - INFO - Epoch [17][2760/5010] lr: 7.500e-03, eta: 2 days, 0:09:20, time: 1.106, data_time: 0.006, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8344, loss_cls: 1.6026, loss: 1.6026, grad_norm: 6.2839 2020-10-11 22:41:32,053 - mmaction - INFO - Epoch [17][2780/5010] lr: 7.500e-03, eta: 2 days, 0:08:58, time: 1.005, data_time: 0.002, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8125, loss_cls: 1.7386, loss: 1.7386, grad_norm: 6.5227 2020-10-11 22:41:52,972 - mmaction - INFO - Epoch [17][2800/5010] lr: 7.500e-03, eta: 2 days, 0:08:37, time: 1.046, data_time: 0.007, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8458, loss_cls: 1.5565, loss: 1.5565, grad_norm: 5.8347 2020-10-11 22:42:13,740 - mmaction - INFO - Epoch [17][2820/5010] lr: 7.500e-03, eta: 2 days, 0:08:17, time: 1.036, data_time: 0.002, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8146, loss_cls: 1.6926, loss: 1.6926, grad_norm: 5.7717 2020-10-11 22:42:33,906 - mmaction - INFO - Epoch [17][2840/5010] lr: 7.500e-03, eta: 2 days, 0:07:55, time: 1.011, data_time: 0.008, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8542, loss_cls: 1.5803, loss: 1.5803, grad_norm: 6.0324 2020-10-11 22:42:54,542 - mmaction - INFO - Epoch [17][2860/5010] lr: 7.500e-03, eta: 2 days, 0:07:34, time: 1.032, data_time: 0.002, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8229, loss_cls: 1.7108, loss: 1.7108, grad_norm: 6.3326 2020-10-11 22:43:14,861 - mmaction - INFO - Epoch [17][2880/5010] lr: 7.500e-03, eta: 2 days, 0:07:13, time: 1.016, data_time: 0.002, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8302, loss_cls: 1.6375, loss: 1.6375, grad_norm: 6.0032 2020-10-11 22:43:36,315 - mmaction - INFO - Epoch [17][2900/5010] lr: 7.500e-03, eta: 2 days, 0:06:54, time: 1.073, data_time: 0.005, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8417, loss_cls: 1.5734, loss: 1.5734, grad_norm: 5.9683 2020-10-11 22:43:55,786 - mmaction - INFO - Epoch [17][2920/5010] lr: 7.500e-03, eta: 2 days, 0:06:31, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.6094, top5_acc: 0.8302, loss_cls: 1.6050, loss: 1.6050, grad_norm: 6.0412 2020-10-11 22:44:16,210 - mmaction - INFO - Epoch [17][2940/5010] lr: 7.500e-03, eta: 2 days, 0:06:09, time: 1.021, data_time: 0.002, memory: 10398, top1_acc: 0.6458, top5_acc: 0.8490, loss_cls: 1.4385, loss: 1.4385, grad_norm: 5.6153 2020-10-11 22:44:36,513 - mmaction - INFO - Epoch [17][2960/5010] lr: 7.500e-03, eta: 2 days, 0:05:48, time: 1.014, data_time: 0.004, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8271, loss_cls: 1.6139, loss: 1.6139, grad_norm: 5.9676 2020-10-11 22:44:56,767 - mmaction - INFO - Epoch [17][2980/5010] lr: 7.500e-03, eta: 2 days, 0:05:26, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8250, loss_cls: 1.6542, loss: 1.6542, grad_norm: 5.7707 2020-10-11 22:45:17,006 - mmaction - INFO - Epoch [17][3000/5010] lr: 7.500e-03, eta: 2 days, 0:05:05, time: 1.012, data_time: 0.003, memory: 10398, top1_acc: 0.6292, top5_acc: 0.8458, loss_cls: 1.5849, loss: 1.5849, grad_norm: 6.0606 2020-10-11 22:45:37,435 - mmaction - INFO - Epoch [17][3020/5010] lr: 7.500e-03, eta: 2 days, 0:04:43, time: 1.020, data_time: 0.005, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8375, loss_cls: 1.5526, loss: 1.5526, grad_norm: 6.1728 2020-10-11 22:45:57,890 - mmaction - INFO - Epoch [17][3040/5010] lr: 7.500e-03, eta: 2 days, 0:04:22, time: 1.025, data_time: 0.007, memory: 10398, top1_acc: 0.6281, top5_acc: 0.8229, loss_cls: 1.5669, loss: 1.5669, grad_norm: 5.8630 2020-10-11 22:46:18,581 - mmaction - INFO - Epoch [17][3060/5010] lr: 7.500e-03, eta: 2 days, 0:04:02, time: 1.033, data_time: 0.002, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8104, loss_cls: 1.7092, loss: 1.7092, grad_norm: 5.9212 2020-10-11 22:46:38,502 - mmaction - INFO - Epoch [17][3080/5010] lr: 7.500e-03, eta: 2 days, 0:03:39, time: 0.996, data_time: 0.007, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8385, loss_cls: 1.6122, loss: 1.6122, grad_norm: 5.7927 2020-10-11 22:46:59,810 - mmaction - INFO - Epoch [17][3100/5010] lr: 7.500e-03, eta: 2 days, 0:03:20, time: 1.067, data_time: 0.007, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8312, loss_cls: 1.6106, loss: 1.6106, grad_norm: 6.1124 2020-10-11 22:47:20,188 - mmaction - INFO - Epoch [17][3120/5010] lr: 7.500e-03, eta: 2 days, 0:02:59, time: 1.020, data_time: 0.002, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8125, loss_cls: 1.6976, loss: 1.6976, grad_norm: 5.9675 2020-10-11 22:47:40,084 - mmaction - INFO - Epoch [17][3140/5010] lr: 7.500e-03, eta: 2 days, 0:02:36, time: 0.993, data_time: 0.003, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8208, loss_cls: 1.6182, loss: 1.6182, grad_norm: 5.9575 2020-10-11 22:48:01,027 - mmaction - INFO - Epoch [17][3160/5010] lr: 7.500e-03, eta: 2 days, 0:02:16, time: 1.049, data_time: 0.007, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8323, loss_cls: 1.6356, loss: 1.6356, grad_norm: 5.9318 2020-10-11 22:48:21,187 - mmaction - INFO - Epoch [17][3180/5010] lr: 7.500e-03, eta: 2 days, 0:01:55, time: 1.008, data_time: 0.002, memory: 10398, top1_acc: 0.6208, top5_acc: 0.8375, loss_cls: 1.6069, loss: 1.6069, grad_norm: 5.8580 2020-10-11 22:48:41,549 - mmaction - INFO - Epoch [17][3200/5010] lr: 7.500e-03, eta: 2 days, 0:01:33, time: 1.019, data_time: 0.003, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8333, loss_cls: 1.5878, loss: 1.5878, grad_norm: 5.7275 2020-10-11 22:49:02,113 - mmaction - INFO - Epoch [17][3220/5010] lr: 7.500e-03, eta: 2 days, 0:01:12, time: 1.028, data_time: 0.004, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8260, loss_cls: 1.6030, loss: 1.6030, grad_norm: 6.0284 2020-10-11 22:49:22,820 - mmaction - INFO - Epoch [17][3240/5010] lr: 7.500e-03, eta: 2 days, 0:00:52, time: 1.035, data_time: 0.002, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8052, loss_cls: 1.7378, loss: 1.7378, grad_norm: 6.0789 2020-10-11 22:49:43,343 - mmaction - INFO - Epoch [17][3260/5010] lr: 7.500e-03, eta: 2 days, 0:00:31, time: 1.026, data_time: 0.002, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8240, loss_cls: 1.6311, loss: 1.6311, grad_norm: 5.9388 2020-10-11 22:50:03,407 - mmaction - INFO - Epoch [17][3280/5010] lr: 7.500e-03, eta: 2 days, 0:00:09, time: 1.002, data_time: 0.002, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8271, loss_cls: 1.6654, loss: 1.6654, grad_norm: 5.9336 2020-10-11 22:50:24,362 - mmaction - INFO - Epoch [17][3300/5010] lr: 7.500e-03, eta: 1 day, 23:59:48, time: 1.048, data_time: 0.003, memory: 10398, top1_acc: 0.6063, top5_acc: 0.8292, loss_cls: 1.5997, loss: 1.5997, grad_norm: 6.0202 2020-10-11 22:50:44,968 - mmaction - INFO - Epoch [17][3320/5010] lr: 7.500e-03, eta: 1 day, 23:59:28, time: 1.031, data_time: 0.003, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8104, loss_cls: 1.6094, loss: 1.6094, grad_norm: 5.8771 2020-10-11 22:51:04,612 - mmaction - INFO - Epoch [17][3340/5010] lr: 7.500e-03, eta: 1 day, 23:59:05, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.6219, top5_acc: 0.8500, loss_cls: 1.5471, loss: 1.5471, grad_norm: 5.7631 2020-10-11 22:51:24,891 - mmaction - INFO - Epoch [17][3360/5010] lr: 7.500e-03, eta: 1 day, 23:58:43, time: 1.017, data_time: 0.008, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8271, loss_cls: 1.6361, loss: 1.6361, grad_norm: 6.0727 2020-10-11 22:51:45,355 - mmaction - INFO - Epoch [17][3380/5010] lr: 7.500e-03, eta: 1 day, 23:58:22, time: 1.024, data_time: 0.002, memory: 10398, top1_acc: 0.6240, top5_acc: 0.8385, loss_cls: 1.5161, loss: 1.5161, grad_norm: 6.0683 2020-10-11 22:52:07,296 - mmaction - INFO - Epoch [17][3400/5010] lr: 7.500e-03, eta: 1 day, 23:58:04, time: 1.094, data_time: 0.007, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8281, loss_cls: 1.6400, loss: 1.6400, grad_norm: 5.9146 2020-10-11 22:52:27,318 - mmaction - INFO - Epoch [17][3420/5010] lr: 7.500e-03, eta: 1 day, 23:57:42, time: 1.004, data_time: 0.006, memory: 10398, top1_acc: 0.6281, top5_acc: 0.8521, loss_cls: 1.4977, loss: 1.4977, grad_norm: 5.7248 2020-10-11 22:52:47,539 - mmaction - INFO - Epoch [17][3440/5010] lr: 7.500e-03, eta: 1 day, 23:57:20, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8292, loss_cls: 1.5971, loss: 1.5971, grad_norm: 5.9035 2020-10-11 22:53:07,750 - mmaction - INFO - Epoch [17][3460/5010] lr: 7.500e-03, eta: 1 day, 23:56:59, time: 1.011, data_time: 0.006, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8354, loss_cls: 1.5882, loss: 1.5882, grad_norm: 5.7817 2020-10-11 22:53:28,367 - mmaction - INFO - Epoch [17][3480/5010] lr: 7.500e-03, eta: 1 day, 23:56:38, time: 1.031, data_time: 0.002, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8198, loss_cls: 1.6607, loss: 1.6607, grad_norm: 6.1331 2020-10-11 22:53:50,494 - mmaction - INFO - Epoch [17][3500/5010] lr: 7.500e-03, eta: 1 day, 23:56:20, time: 1.106, data_time: 0.002, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8417, loss_cls: 1.5991, loss: 1.5991, grad_norm: 5.9149 2020-10-11 22:54:10,538 - mmaction - INFO - Epoch [17][3520/5010] lr: 7.500e-03, eta: 1 day, 23:55:58, time: 0.999, data_time: 0.008, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8458, loss_cls: 1.5729, loss: 1.5729, grad_norm: 5.9301 2020-10-11 22:54:31,662 - mmaction - INFO - Epoch [17][3540/5010] lr: 7.500e-03, eta: 1 day, 23:55:38, time: 1.055, data_time: 0.007, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8344, loss_cls: 1.5924, loss: 1.5924, grad_norm: 6.0374 2020-10-11 22:54:53,114 - mmaction - INFO - Epoch [17][3560/5010] lr: 7.500e-03, eta: 1 day, 23:55:19, time: 1.076, data_time: 0.007, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8292, loss_cls: 1.6264, loss: 1.6264, grad_norm: 6.0381 2020-10-11 22:55:14,763 - mmaction - INFO - Epoch [17][3580/5010] lr: 7.500e-03, eta: 1 day, 23:55:00, time: 1.080, data_time: 0.006, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8167, loss_cls: 1.6522, loss: 1.6522, grad_norm: 5.9376 2020-10-11 22:55:35,365 - mmaction - INFO - Epoch [17][3600/5010] lr: 7.500e-03, eta: 1 day, 23:54:39, time: 1.033, data_time: 0.008, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8146, loss_cls: 1.6742, loss: 1.6742, grad_norm: 5.9946 2020-10-11 22:55:55,473 - mmaction - INFO - Epoch [17][3620/5010] lr: 7.500e-03, eta: 1 day, 23:54:18, time: 1.004, data_time: 0.006, memory: 10398, top1_acc: 0.6094, top5_acc: 0.8240, loss_cls: 1.6431, loss: 1.6431, grad_norm: 5.8605 2020-10-11 22:56:16,574 - mmaction - INFO - Epoch [17][3640/5010] lr: 7.500e-03, eta: 1 day, 23:53:58, time: 1.057, data_time: 0.007, memory: 10398, top1_acc: 0.6062, top5_acc: 0.8135, loss_cls: 1.6806, loss: 1.6806, grad_norm: 5.8089 2020-10-11 22:56:36,950 - mmaction - INFO - Epoch [17][3660/5010] lr: 7.500e-03, eta: 1 day, 23:53:36, time: 1.019, data_time: 0.005, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8271, loss_cls: 1.5938, loss: 1.5938, grad_norm: 5.8502 2020-10-11 22:56:57,085 - mmaction - INFO - Epoch [17][3680/5010] lr: 7.500e-03, eta: 1 day, 23:53:15, time: 1.007, data_time: 0.006, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8302, loss_cls: 1.6222, loss: 1.6222, grad_norm: 6.0640 2020-10-11 22:57:17,699 - mmaction - INFO - Epoch [17][3700/5010] lr: 7.500e-03, eta: 1 day, 23:52:54, time: 1.030, data_time: 0.002, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8302, loss_cls: 1.6512, loss: 1.6512, grad_norm: 6.1317 2020-10-11 22:57:38,553 - mmaction - INFO - Epoch [17][3720/5010] lr: 7.500e-03, eta: 1 day, 23:52:33, time: 1.042, data_time: 0.004, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8385, loss_cls: 1.6543, loss: 1.6543, grad_norm: 6.2736 2020-10-11 22:58:00,674 - mmaction - INFO - Epoch [17][3740/5010] lr: 7.500e-03, eta: 1 day, 23:52:16, time: 1.106, data_time: 0.006, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8292, loss_cls: 1.6463, loss: 1.6463, grad_norm: 5.9172 2020-10-11 22:58:20,969 - mmaction - INFO - Epoch [17][3760/5010] lr: 7.500e-03, eta: 1 day, 23:51:54, time: 1.015, data_time: 0.002, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8156, loss_cls: 1.6684, loss: 1.6684, grad_norm: 6.2710 2020-10-11 22:58:41,211 - mmaction - INFO - Epoch [17][3780/5010] lr: 7.500e-03, eta: 1 day, 23:51:33, time: 1.010, data_time: 0.004, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8250, loss_cls: 1.6054, loss: 1.6054, grad_norm: 6.0430 2020-10-11 22:59:01,791 - mmaction - INFO - Epoch [17][3800/5010] lr: 7.500e-03, eta: 1 day, 23:51:12, time: 1.031, data_time: 0.007, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8000, loss_cls: 1.6888, loss: 1.6888, grad_norm: 6.1359 2020-10-11 22:59:22,933 - mmaction - INFO - Epoch [17][3820/5010] lr: 7.500e-03, eta: 1 day, 23:50:52, time: 1.057, data_time: 0.002, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8292, loss_cls: 1.5974, loss: 1.5974, grad_norm: 5.9852 2020-10-11 22:59:44,475 - mmaction - INFO - Epoch [17][3840/5010] lr: 7.500e-03, eta: 1 day, 23:50:33, time: 1.076, data_time: 0.002, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8229, loss_cls: 1.6346, loss: 1.6346, grad_norm: 6.0917 2020-10-11 23:00:06,303 - mmaction - INFO - Epoch [17][3860/5010] lr: 7.500e-03, eta: 1 day, 23:50:14, time: 1.088, data_time: 0.005, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8396, loss_cls: 1.5827, loss: 1.5827, grad_norm: 5.7160 2020-10-11 23:00:27,004 - mmaction - INFO - Epoch [17][3880/5010] lr: 7.500e-03, eta: 1 day, 23:49:54, time: 1.031, data_time: 0.016, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8188, loss_cls: 1.6399, loss: 1.6399, grad_norm: 5.8725 2020-10-11 23:00:47,063 - mmaction - INFO - Epoch [17][3900/5010] lr: 7.500e-03, eta: 1 day, 23:49:32, time: 1.008, data_time: 0.020, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8250, loss_cls: 1.6030, loss: 1.6030, grad_norm: 5.6520 2020-10-11 23:01:08,030 - mmaction - INFO - Epoch [17][3920/5010] lr: 7.500e-03, eta: 1 day, 23:49:12, time: 1.050, data_time: 0.006, memory: 10398, top1_acc: 0.6396, top5_acc: 0.8594, loss_cls: 1.4701, loss: 1.4701, grad_norm: 5.7552 2020-10-11 23:01:29,053 - mmaction - INFO - Epoch [17][3940/5010] lr: 7.500e-03, eta: 1 day, 23:48:52, time: 1.050, data_time: 0.006, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8219, loss_cls: 1.6615, loss: 1.6615, grad_norm: 6.0065 2020-10-11 23:01:48,940 - mmaction - INFO - Epoch [17][3960/5010] lr: 7.500e-03, eta: 1 day, 23:48:29, time: 0.995, data_time: 0.003, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8542, loss_cls: 1.5037, loss: 1.5037, grad_norm: 5.7566 2020-10-11 23:02:09,789 - mmaction - INFO - Epoch [17][3980/5010] lr: 7.500e-03, eta: 1 day, 23:48:09, time: 1.043, data_time: 0.004, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8250, loss_cls: 1.5942, loss: 1.5942, grad_norm: 6.0611 2020-10-11 23:02:30,884 - mmaction - INFO - Epoch [17][4000/5010] lr: 7.500e-03, eta: 1 day, 23:47:49, time: 1.055, data_time: 0.007, memory: 10398, top1_acc: 0.6063, top5_acc: 0.8135, loss_cls: 1.6332, loss: 1.6332, grad_norm: 5.8697 2020-10-11 23:02:51,412 - mmaction - INFO - Epoch [17][4020/5010] lr: 7.500e-03, eta: 1 day, 23:47:28, time: 1.027, data_time: 0.002, memory: 10398, top1_acc: 0.6062, top5_acc: 0.8167, loss_cls: 1.6164, loss: 1.6164, grad_norm: 5.9275 2020-10-11 23:03:12,068 - mmaction - INFO - Epoch [17][4040/5010] lr: 7.500e-03, eta: 1 day, 23:47:07, time: 1.032, data_time: 0.004, memory: 10398, top1_acc: 0.6260, top5_acc: 0.8406, loss_cls: 1.6078, loss: 1.6078, grad_norm: 6.0935 2020-10-11 23:03:32,638 - mmaction - INFO - Epoch [17][4060/5010] lr: 7.500e-03, eta: 1 day, 23:46:46, time: 1.026, data_time: 0.002, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8229, loss_cls: 1.7181, loss: 1.7181, grad_norm: 6.3784 2020-10-11 23:03:53,251 - mmaction - INFO - Epoch [17][4080/5010] lr: 7.500e-03, eta: 1 day, 23:46:26, time: 1.034, data_time: 0.007, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8396, loss_cls: 1.5902, loss: 1.5902, grad_norm: 5.9448 2020-10-11 23:04:13,822 - mmaction - INFO - Epoch [17][4100/5010] lr: 7.500e-03, eta: 1 day, 23:46:05, time: 1.029, data_time: 0.002, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8375, loss_cls: 1.6162, loss: 1.6162, grad_norm: 6.1053 2020-10-11 23:04:34,783 - mmaction - INFO - Epoch [17][4120/5010] lr: 7.500e-03, eta: 1 day, 23:45:44, time: 1.041, data_time: 0.005, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8240, loss_cls: 1.5960, loss: 1.5960, grad_norm: 5.9009 2020-10-11 23:04:55,277 - mmaction - INFO - Epoch [17][4140/5010] lr: 7.500e-03, eta: 1 day, 23:45:23, time: 1.031, data_time: 0.011, memory: 10398, top1_acc: 0.6240, top5_acc: 0.8240, loss_cls: 1.6255, loss: 1.6255, grad_norm: 6.1466 2020-10-11 23:05:16,869 - mmaction - INFO - Epoch [17][4160/5010] lr: 7.500e-03, eta: 1 day, 23:45:05, time: 1.080, data_time: 0.002, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8531, loss_cls: 1.5499, loss: 1.5499, grad_norm: 5.8940 2020-10-11 23:05:37,594 - mmaction - INFO - Epoch [17][4180/5010] lr: 7.500e-03, eta: 1 day, 23:44:44, time: 1.034, data_time: 0.005, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8198, loss_cls: 1.6536, loss: 1.6536, grad_norm: 5.9058 2020-10-11 23:05:59,047 - mmaction - INFO - Epoch [17][4200/5010] lr: 7.500e-03, eta: 1 day, 23:44:25, time: 1.075, data_time: 0.007, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8292, loss_cls: 1.6606, loss: 1.6606, grad_norm: 6.1488 2020-10-11 23:06:19,939 - mmaction - INFO - Epoch [17][4220/5010] lr: 7.500e-03, eta: 1 day, 23:44:04, time: 1.044, data_time: 0.002, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8198, loss_cls: 1.7169, loss: 1.7169, grad_norm: 5.9782 2020-10-11 23:06:40,469 - mmaction - INFO - Epoch [17][4240/5010] lr: 7.500e-03, eta: 1 day, 23:43:43, time: 1.027, data_time: 0.003, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8229, loss_cls: 1.6535, loss: 1.6535, grad_norm: 5.8647 2020-10-11 23:07:01,200 - mmaction - INFO - Epoch [17][4260/5010] lr: 7.500e-03, eta: 1 day, 23:43:23, time: 1.037, data_time: 0.005, memory: 10398, top1_acc: 0.6271, top5_acc: 0.8510, loss_cls: 1.5164, loss: 1.5164, grad_norm: 5.7627 2020-10-11 23:07:21,492 - mmaction - INFO - Epoch [17][4280/5010] lr: 7.500e-03, eta: 1 day, 23:43:01, time: 1.014, data_time: 0.006, memory: 10398, top1_acc: 0.5625, top5_acc: 0.8000, loss_cls: 1.7480, loss: 1.7480, grad_norm: 6.1797 2020-10-11 23:07:41,683 - mmaction - INFO - Epoch [17][4300/5010] lr: 7.500e-03, eta: 1 day, 23:42:40, time: 1.010, data_time: 0.003, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8365, loss_cls: 1.6752, loss: 1.6752, grad_norm: 5.9536 2020-10-11 23:08:02,498 - mmaction - INFO - Epoch [17][4320/5010] lr: 7.500e-03, eta: 1 day, 23:42:19, time: 1.041, data_time: 0.005, memory: 10398, top1_acc: 0.6333, top5_acc: 0.8531, loss_cls: 1.4940, loss: 1.4940, grad_norm: 5.7960 2020-10-11 23:08:24,124 - mmaction - INFO - Epoch [17][4340/5010] lr: 7.500e-03, eta: 1 day, 23:42:00, time: 1.081, data_time: 0.002, memory: 10398, top1_acc: 0.5937, top5_acc: 0.8365, loss_cls: 1.6211, loss: 1.6211, grad_norm: 6.0534 2020-10-11 23:08:44,015 - mmaction - INFO - Epoch [17][4360/5010] lr: 7.500e-03, eta: 1 day, 23:41:38, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8229, loss_cls: 1.6399, loss: 1.6399, grad_norm: 6.0291 2020-10-11 23:09:06,085 - mmaction - INFO - Epoch [17][4380/5010] lr: 7.500e-03, eta: 1 day, 23:41:20, time: 1.102, data_time: 0.005, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8271, loss_cls: 1.7102, loss: 1.7102, grad_norm: 5.9812 2020-10-11 23:09:26,307 - mmaction - INFO - Epoch [17][4400/5010] lr: 7.500e-03, eta: 1 day, 23:40:59, time: 1.011, data_time: 0.005, memory: 10398, top1_acc: 0.5885, top5_acc: 0.7979, loss_cls: 1.7312, loss: 1.7312, grad_norm: 6.0506 2020-10-11 23:09:48,067 - mmaction - INFO - Epoch [17][4420/5010] lr: 7.500e-03, eta: 1 day, 23:40:40, time: 1.089, data_time: 0.003, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8271, loss_cls: 1.6770, loss: 1.6770, grad_norm: 5.9930 2020-10-11 23:10:08,040 - mmaction - INFO - Epoch [17][4440/5010] lr: 7.500e-03, eta: 1 day, 23:40:18, time: 0.999, data_time: 0.005, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8125, loss_cls: 1.7135, loss: 1.7135, grad_norm: 5.9987 2020-10-11 23:10:28,303 - mmaction - INFO - Epoch [17][4460/5010] lr: 7.500e-03, eta: 1 day, 23:39:56, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8260, loss_cls: 1.6635, loss: 1.6635, grad_norm: 5.7458 2020-10-11 23:10:48,941 - mmaction - INFO - Epoch [17][4480/5010] lr: 7.500e-03, eta: 1 day, 23:39:36, time: 1.032, data_time: 0.002, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8125, loss_cls: 1.6446, loss: 1.6446, grad_norm: 6.0211 2020-10-11 23:11:09,745 - mmaction - INFO - Epoch [17][4500/5010] lr: 7.500e-03, eta: 1 day, 23:39:15, time: 1.039, data_time: 0.005, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8344, loss_cls: 1.6606, loss: 1.6606, grad_norm: 6.0797 2020-10-11 23:11:30,586 - mmaction - INFO - Epoch [17][4520/5010] lr: 7.500e-03, eta: 1 day, 23:38:55, time: 1.043, data_time: 0.006, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8177, loss_cls: 1.6333, loss: 1.6333, grad_norm: 5.8727 2020-10-11 23:11:51,463 - mmaction - INFO - Epoch [17][4540/5010] lr: 7.500e-03, eta: 1 day, 23:38:34, time: 1.044, data_time: 0.002, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8344, loss_cls: 1.5976, loss: 1.5976, grad_norm: 5.7841 2020-10-11 23:12:11,889 - mmaction - INFO - Epoch [17][4560/5010] lr: 7.500e-03, eta: 1 day, 23:38:13, time: 1.018, data_time: 0.006, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8260, loss_cls: 1.6371, loss: 1.6371, grad_norm: 5.9976 2020-10-11 23:12:32,139 - mmaction - INFO - Epoch [17][4580/5010] lr: 7.500e-03, eta: 1 day, 23:37:52, time: 1.016, data_time: 0.008, memory: 10398, top1_acc: 0.6250, top5_acc: 0.8500, loss_cls: 1.5120, loss: 1.5120, grad_norm: 5.7224 2020-10-11 23:12:51,963 - mmaction - INFO - Epoch [17][4600/5010] lr: 7.500e-03, eta: 1 day, 23:37:29, time: 0.991, data_time: 0.002, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8208, loss_cls: 1.7030, loss: 1.7030, grad_norm: 6.0426 2020-10-11 23:13:11,786 - mmaction - INFO - Epoch [17][4620/5010] lr: 7.500e-03, eta: 1 day, 23:37:07, time: 0.991, data_time: 0.005, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8271, loss_cls: 1.6483, loss: 1.6483, grad_norm: 5.8430 2020-10-11 23:13:32,135 - mmaction - INFO - Epoch [17][4640/5010] lr: 7.500e-03, eta: 1 day, 23:36:46, time: 1.016, data_time: 0.002, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8250, loss_cls: 1.6730, loss: 1.6730, grad_norm: 6.2657 2020-10-11 23:13:52,626 - mmaction - INFO - Epoch [17][4660/5010] lr: 7.500e-03, eta: 1 day, 23:36:25, time: 1.026, data_time: 0.005, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8240, loss_cls: 1.6612, loss: 1.6612, grad_norm: 5.9231 2020-10-11 23:14:12,892 - mmaction - INFO - Epoch [17][4680/5010] lr: 7.500e-03, eta: 1 day, 23:36:03, time: 1.010, data_time: 0.007, memory: 10398, top1_acc: 0.6094, top5_acc: 0.8240, loss_cls: 1.6427, loss: 1.6427, grad_norm: 6.0933 2020-10-11 23:14:32,631 - mmaction - INFO - Epoch [17][4700/5010] lr: 7.500e-03, eta: 1 day, 23:35:40, time: 0.990, data_time: 0.008, memory: 10398, top1_acc: 0.6385, top5_acc: 0.8438, loss_cls: 1.5417, loss: 1.5417, grad_norm: 5.6680 2020-10-11 23:14:53,320 - mmaction - INFO - Epoch [17][4720/5010] lr: 7.500e-03, eta: 1 day, 23:35:20, time: 1.034, data_time: 0.002, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8271, loss_cls: 1.6293, loss: 1.6293, grad_norm: 6.1266 2020-10-11 23:15:15,440 - mmaction - INFO - Epoch [17][4740/5010] lr: 7.500e-03, eta: 1 day, 23:35:02, time: 1.105, data_time: 0.005, memory: 10398, top1_acc: 0.5740, top5_acc: 0.8219, loss_cls: 1.7135, loss: 1.7135, grad_norm: 6.2482 2020-10-11 23:15:35,186 - mmaction - INFO - Epoch [17][4760/5010] lr: 7.500e-03, eta: 1 day, 23:34:39, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.6062, top5_acc: 0.8323, loss_cls: 1.5656, loss: 1.5656, grad_norm: 5.9729 2020-10-11 23:15:55,500 - mmaction - INFO - Epoch [17][4780/5010] lr: 7.500e-03, eta: 1 day, 23:34:18, time: 1.017, data_time: 0.003, memory: 10398, top1_acc: 0.5802, top5_acc: 0.8292, loss_cls: 1.6676, loss: 1.6676, grad_norm: 5.9729 2020-10-11 23:16:15,186 - mmaction - INFO - Epoch [17][4800/5010] lr: 7.500e-03, eta: 1 day, 23:33:55, time: 0.981, data_time: 0.004, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8302, loss_cls: 1.5768, loss: 1.5768, grad_norm: 5.7760 2020-10-11 23:16:35,384 - mmaction - INFO - Epoch [17][4820/5010] lr: 7.500e-03, eta: 1 day, 23:33:34, time: 1.012, data_time: 0.008, memory: 10398, top1_acc: 0.6240, top5_acc: 0.8521, loss_cls: 1.5407, loss: 1.5407, grad_norm: 6.0430 2020-10-11 23:16:55,490 - mmaction - INFO - Epoch [17][4840/5010] lr: 7.500e-03, eta: 1 day, 23:33:12, time: 1.005, data_time: 0.002, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8167, loss_cls: 1.6965, loss: 1.6965, grad_norm: 6.0572 2020-10-11 23:17:15,618 - mmaction - INFO - Epoch [17][4860/5010] lr: 7.500e-03, eta: 1 day, 23:32:50, time: 1.003, data_time: 0.004, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8104, loss_cls: 1.6676, loss: 1.6676, grad_norm: 6.0403 2020-10-11 23:17:36,054 - mmaction - INFO - Epoch [17][4880/5010] lr: 7.500e-03, eta: 1 day, 23:32:29, time: 1.025, data_time: 0.007, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8344, loss_cls: 1.5686, loss: 1.5686, grad_norm: 5.7447 2020-10-11 23:17:56,378 - mmaction - INFO - Epoch [17][4900/5010] lr: 7.500e-03, eta: 1 day, 23:32:07, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8073, loss_cls: 1.7040, loss: 1.7040, grad_norm: 5.8936 2020-10-11 23:18:16,272 - mmaction - INFO - Epoch [17][4920/5010] lr: 7.500e-03, eta: 1 day, 23:31:45, time: 0.993, data_time: 0.004, memory: 10398, top1_acc: 0.5802, top5_acc: 0.8208, loss_cls: 1.7225, loss: 1.7225, grad_norm: 6.0851 2020-10-11 23:18:36,949 - mmaction - INFO - Epoch [17][4940/5010] lr: 7.500e-03, eta: 1 day, 23:31:25, time: 1.035, data_time: 0.006, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8333, loss_cls: 1.6393, loss: 1.6393, grad_norm: 6.2905 2020-10-11 23:18:57,819 - mmaction - INFO - Epoch [17][4960/5010] lr: 7.500e-03, eta: 1 day, 23:31:04, time: 1.041, data_time: 0.005, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8135, loss_cls: 1.6842, loss: 1.6842, grad_norm: 5.9772 2020-10-11 23:19:17,921 - mmaction - INFO - Epoch [17][4980/5010] lr: 7.500e-03, eta: 1 day, 23:30:42, time: 1.008, data_time: 0.008, memory: 10398, top1_acc: 0.6365, top5_acc: 0.8500, loss_cls: 1.5314, loss: 1.5314, grad_norm: 5.6604 2020-10-11 23:19:37,933 - mmaction - INFO - Epoch [17][5000/5010] lr: 7.500e-03, eta: 1 day, 23:30:20, time: 0.996, data_time: 0.004, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8323, loss_cls: 1.6509, loss: 1.6509, grad_norm: 6.1005 2020-10-11 23:20:20,581 - mmaction - INFO - Epoch [18][20/5010] lr: 7.500e-03, eta: 1 day, 23:29:53, time: 1.651, data_time: 0.785, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8458, loss_cls: 1.5615, loss: 1.5615, grad_norm: 5.8168 2020-10-11 23:20:39,280 - mmaction - INFO - Epoch [18][40/5010] lr: 7.500e-03, eta: 1 day, 23:29:29, time: 0.937, data_time: 0.007, memory: 10398, top1_acc: 0.6375, top5_acc: 0.8552, loss_cls: 1.4653, loss: 1.4653, grad_norm: 5.9121 2020-10-11 23:20:59,762 - mmaction - INFO - Epoch [18][60/5010] lr: 7.500e-03, eta: 1 day, 23:29:07, time: 1.020, data_time: 0.005, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8479, loss_cls: 1.5327, loss: 1.5327, grad_norm: 5.8579 2020-10-11 23:21:20,617 - mmaction - INFO - Epoch [18][80/5010] lr: 7.500e-03, eta: 1 day, 23:28:47, time: 1.048, data_time: 0.008, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8302, loss_cls: 1.5653, loss: 1.5653, grad_norm: 5.8121 2020-10-11 23:21:40,965 - mmaction - INFO - Epoch [18][100/5010] lr: 7.500e-03, eta: 1 day, 23:28:26, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8438, loss_cls: 1.5696, loss: 1.5696, grad_norm: 5.7449 2020-10-11 23:22:01,606 - mmaction - INFO - Epoch [18][120/5010] lr: 7.500e-03, eta: 1 day, 23:28:05, time: 1.035, data_time: 0.008, memory: 10398, top1_acc: 0.6260, top5_acc: 0.8271, loss_cls: 1.6472, loss: 1.6472, grad_norm: 6.2145 2020-10-11 23:22:22,100 - mmaction - INFO - Epoch [18][140/5010] lr: 7.500e-03, eta: 1 day, 23:27:44, time: 1.025, data_time: 0.005, memory: 10398, top1_acc: 0.6219, top5_acc: 0.8406, loss_cls: 1.5158, loss: 1.5158, grad_norm: 5.8800 2020-10-11 23:22:43,186 - mmaction - INFO - Epoch [18][160/5010] lr: 7.500e-03, eta: 1 day, 23:27:24, time: 1.054, data_time: 0.002, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8333, loss_cls: 1.5711, loss: 1.5711, grad_norm: 5.8811 2020-10-11 23:23:04,120 - mmaction - INFO - Epoch [18][180/5010] lr: 7.500e-03, eta: 1 day, 23:27:04, time: 1.047, data_time: 0.006, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8323, loss_cls: 1.5756, loss: 1.5756, grad_norm: 6.1131 2020-10-11 23:23:23,828 - mmaction - INFO - Epoch [18][200/5010] lr: 7.500e-03, eta: 1 day, 23:26:41, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8302, loss_cls: 1.5714, loss: 1.5714, grad_norm: 5.8972 2020-10-11 23:23:44,359 - mmaction - INFO - Epoch [18][220/5010] lr: 7.500e-03, eta: 1 day, 23:26:20, time: 1.025, data_time: 0.002, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8292, loss_cls: 1.6079, loss: 1.6079, grad_norm: 5.8348 2020-10-11 23:24:05,095 - mmaction - INFO - Epoch [18][240/5010] lr: 7.500e-03, eta: 1 day, 23:26:00, time: 1.036, data_time: 0.006, memory: 10398, top1_acc: 0.5813, top5_acc: 0.8281, loss_cls: 1.7091, loss: 1.7091, grad_norm: 6.2119 2020-10-11 23:24:25,363 - mmaction - INFO - Epoch [18][260/5010] lr: 7.500e-03, eta: 1 day, 23:25:38, time: 1.016, data_time: 0.007, memory: 10398, top1_acc: 0.6333, top5_acc: 0.8479, loss_cls: 1.5421, loss: 1.5421, grad_norm: 5.9190 2020-10-11 23:24:46,047 - mmaction - INFO - Epoch [18][280/5010] lr: 7.500e-03, eta: 1 day, 23:25:17, time: 1.034, data_time: 0.002, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8396, loss_cls: 1.5886, loss: 1.5886, grad_norm: 6.0787 2020-10-11 23:25:07,082 - mmaction - INFO - Epoch [18][300/5010] lr: 7.500e-03, eta: 1 day, 23:24:57, time: 1.052, data_time: 0.004, memory: 10398, top1_acc: 0.6323, top5_acc: 0.8438, loss_cls: 1.4870, loss: 1.4870, grad_norm: 5.7337 2020-10-11 23:25:26,705 - mmaction - INFO - Epoch [18][320/5010] lr: 7.500e-03, eta: 1 day, 23:24:35, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.6375, top5_acc: 0.8531, loss_cls: 1.4989, loss: 1.4989, grad_norm: 5.8807 2020-10-11 23:25:47,085 - mmaction - INFO - Epoch [18][340/5010] lr: 7.500e-03, eta: 1 day, 23:24:13, time: 1.020, data_time: 0.003, memory: 10398, top1_acc: 0.6260, top5_acc: 0.8531, loss_cls: 1.4706, loss: 1.4706, grad_norm: 5.8679 2020-10-11 23:26:08,177 - mmaction - INFO - Epoch [18][360/5010] lr: 7.500e-03, eta: 1 day, 23:23:54, time: 1.054, data_time: 0.005, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8438, loss_cls: 1.5646, loss: 1.5646, grad_norm: 6.0649 2020-10-11 23:26:28,697 - mmaction - INFO - Epoch [18][380/5010] lr: 7.500e-03, eta: 1 day, 23:23:33, time: 1.026, data_time: 0.004, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8302, loss_cls: 1.5673, loss: 1.5673, grad_norm: 5.9031 2020-10-11 23:26:49,340 - mmaction - INFO - Epoch [18][400/5010] lr: 7.500e-03, eta: 1 day, 23:23:12, time: 1.032, data_time: 0.002, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8406, loss_cls: 1.5567, loss: 1.5567, grad_norm: 6.0710 2020-10-11 23:27:10,173 - mmaction - INFO - Epoch [18][420/5010] lr: 7.500e-03, eta: 1 day, 23:22:51, time: 1.039, data_time: 0.006, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8177, loss_cls: 1.6559, loss: 1.6559, grad_norm: 6.0044 2020-10-11 23:27:30,059 - mmaction - INFO - Epoch [18][440/5010] lr: 7.500e-03, eta: 1 day, 23:22:29, time: 0.997, data_time: 0.007, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8406, loss_cls: 1.5057, loss: 1.5057, grad_norm: 5.9273 2020-10-11 23:27:50,668 - mmaction - INFO - Epoch [18][460/5010] lr: 7.500e-03, eta: 1 day, 23:22:08, time: 1.030, data_time: 0.003, memory: 10398, top1_acc: 0.6396, top5_acc: 0.8406, loss_cls: 1.4765, loss: 1.4765, grad_norm: 5.9729 2020-10-11 23:28:10,841 - mmaction - INFO - Epoch [18][480/5010] lr: 7.500e-03, eta: 1 day, 23:21:47, time: 1.007, data_time: 0.006, memory: 10398, top1_acc: 0.6406, top5_acc: 0.8490, loss_cls: 1.5330, loss: 1.5330, grad_norm: 5.6798 2020-10-11 23:28:30,689 - mmaction - INFO - Epoch [18][500/5010] lr: 7.500e-03, eta: 1 day, 23:21:24, time: 0.995, data_time: 0.007, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8281, loss_cls: 1.6078, loss: 1.6078, grad_norm: 5.7893 2020-10-11 23:28:52,094 - mmaction - INFO - Epoch [18][520/5010] lr: 7.500e-03, eta: 1 day, 23:21:05, time: 1.070, data_time: 0.002, memory: 10398, top1_acc: 0.6063, top5_acc: 0.8302, loss_cls: 1.6312, loss: 1.6312, grad_norm: 6.1406 2020-10-11 23:29:13,043 - mmaction - INFO - Epoch [18][540/5010] lr: 7.500e-03, eta: 1 day, 23:20:45, time: 1.046, data_time: 0.004, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8448, loss_cls: 1.4916, loss: 1.4916, grad_norm: 5.9462 2020-10-11 23:29:33,040 - mmaction - INFO - Epoch [18][560/5010] lr: 7.500e-03, eta: 1 day, 23:20:23, time: 1.002, data_time: 0.006, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8115, loss_cls: 1.7071, loss: 1.7071, grad_norm: 6.2593 2020-10-11 23:29:54,928 - mmaction - INFO - Epoch [18][580/5010] lr: 7.500e-03, eta: 1 day, 23:20:04, time: 1.094, data_time: 0.002, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8229, loss_cls: 1.6657, loss: 1.6657, grad_norm: 6.2632 2020-10-11 23:30:15,088 - mmaction - INFO - Epoch [18][600/5010] lr: 7.500e-03, eta: 1 day, 23:19:43, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8208, loss_cls: 1.6411, loss: 1.6411, grad_norm: 6.2690 2020-10-11 23:30:37,108 - mmaction - INFO - Epoch [18][620/5010] lr: 7.500e-03, eta: 1 day, 23:19:24, time: 1.100, data_time: 0.008, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8323, loss_cls: 1.5688, loss: 1.5688, grad_norm: 5.9749 2020-10-11 23:30:57,865 - mmaction - INFO - Epoch [18][640/5010] lr: 7.500e-03, eta: 1 day, 23:19:04, time: 1.041, data_time: 0.007, memory: 10398, top1_acc: 0.6292, top5_acc: 0.8406, loss_cls: 1.5211, loss: 1.5211, grad_norm: 5.8617 2020-10-11 23:31:17,901 - mmaction - INFO - Epoch [18][660/5010] lr: 7.500e-03, eta: 1 day, 23:18:42, time: 0.999, data_time: 0.005, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8396, loss_cls: 1.6189, loss: 1.6189, grad_norm: 6.0798 2020-10-11 23:31:39,246 - mmaction - INFO - Epoch [18][680/5010] lr: 7.500e-03, eta: 1 day, 23:18:23, time: 1.070, data_time: 0.008, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8458, loss_cls: 1.5719, loss: 1.5719, grad_norm: 5.9253 2020-10-11 23:32:00,183 - mmaction - INFO - Epoch [18][700/5010] lr: 7.500e-03, eta: 1 day, 23:18:02, time: 1.047, data_time: 0.002, memory: 10398, top1_acc: 0.6333, top5_acc: 0.8458, loss_cls: 1.5235, loss: 1.5235, grad_norm: 5.9408 2020-10-11 23:32:20,071 - mmaction - INFO - Epoch [18][720/5010] lr: 7.500e-03, eta: 1 day, 23:17:40, time: 0.994, data_time: 0.006, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8292, loss_cls: 1.6289, loss: 1.6289, grad_norm: 6.0493 2020-10-11 23:32:42,468 - mmaction - INFO - Epoch [18][740/5010] lr: 7.500e-03, eta: 1 day, 23:17:23, time: 1.120, data_time: 0.002, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8292, loss_cls: 1.6824, loss: 1.6824, grad_norm: 6.4167 2020-10-11 23:33:01,814 - mmaction - INFO - Epoch [18][760/5010] lr: 7.500e-03, eta: 1 day, 23:16:59, time: 0.964, data_time: 0.004, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8323, loss_cls: 1.5568, loss: 1.5568, grad_norm: 5.7806 2020-10-11 23:33:22,203 - mmaction - INFO - Epoch [18][780/5010] lr: 7.500e-03, eta: 1 day, 23:16:38, time: 1.022, data_time: 0.008, memory: 10398, top1_acc: 0.6385, top5_acc: 0.8469, loss_cls: 1.4905, loss: 1.4905, grad_norm: 5.8100 2020-10-11 23:33:42,563 - mmaction - INFO - Epoch [18][800/5010] lr: 7.500e-03, eta: 1 day, 23:16:17, time: 1.018, data_time: 0.002, memory: 10398, top1_acc: 0.6062, top5_acc: 0.8594, loss_cls: 1.5116, loss: 1.5116, grad_norm: 6.0080 2020-10-11 23:34:02,994 - mmaction - INFO - Epoch [18][820/5010] lr: 7.500e-03, eta: 1 day, 23:15:56, time: 1.020, data_time: 0.006, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8344, loss_cls: 1.6212, loss: 1.6212, grad_norm: 6.0820 2020-10-11 23:34:23,670 - mmaction - INFO - Epoch [18][840/5010] lr: 7.500e-03, eta: 1 day, 23:15:35, time: 1.036, data_time: 0.006, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8271, loss_cls: 1.5885, loss: 1.5885, grad_norm: 6.0339 2020-10-11 23:34:44,713 - mmaction - INFO - Epoch [18][860/5010] lr: 7.500e-03, eta: 1 day, 23:15:15, time: 1.052, data_time: 0.002, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8385, loss_cls: 1.5140, loss: 1.5140, grad_norm: 5.8523 2020-10-11 23:35:05,000 - mmaction - INFO - Epoch [18][880/5010] lr: 7.500e-03, eta: 1 day, 23:14:54, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8438, loss_cls: 1.5858, loss: 1.5858, grad_norm: 5.7136 2020-10-11 23:35:24,482 - mmaction - INFO - Epoch [18][900/5010] lr: 7.500e-03, eta: 1 day, 23:14:31, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8281, loss_cls: 1.5972, loss: 1.5972, grad_norm: 5.7764 2020-10-11 23:35:44,601 - mmaction - INFO - Epoch [18][920/5010] lr: 7.500e-03, eta: 1 day, 23:14:09, time: 1.005, data_time: 0.002, memory: 10398, top1_acc: 0.6250, top5_acc: 0.8396, loss_cls: 1.5107, loss: 1.5107, grad_norm: 5.8321 2020-10-11 23:36:05,199 - mmaction - INFO - Epoch [18][940/5010] lr: 7.500e-03, eta: 1 day, 23:13:48, time: 1.027, data_time: 0.005, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8375, loss_cls: 1.5518, loss: 1.5518, grad_norm: 6.0714 2020-10-11 23:36:25,392 - mmaction - INFO - Epoch [18][960/5010] lr: 7.500e-03, eta: 1 day, 23:13:26, time: 1.013, data_time: 0.008, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8396, loss_cls: 1.6130, loss: 1.6130, grad_norm: 6.1542 2020-10-11 23:36:46,134 - mmaction - INFO - Epoch [18][980/5010] lr: 7.500e-03, eta: 1 day, 23:13:06, time: 1.038, data_time: 0.003, memory: 10398, top1_acc: 0.6094, top5_acc: 0.8469, loss_cls: 1.5766, loss: 1.5766, grad_norm: 5.8960 2020-10-11 23:37:06,283 - mmaction - INFO - Epoch [18][1000/5010] lr: 7.500e-03, eta: 1 day, 23:12:44, time: 1.003, data_time: 0.004, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8469, loss_cls: 1.5906, loss: 1.5906, grad_norm: 6.0219 2020-10-11 23:37:26,908 - mmaction - INFO - Epoch [18][1020/5010] lr: 7.500e-03, eta: 1 day, 23:12:23, time: 1.036, data_time: 0.008, memory: 10398, top1_acc: 0.6333, top5_acc: 0.8479, loss_cls: 1.5079, loss: 1.5079, grad_norm: 6.0370 2020-10-11 23:37:46,965 - mmaction - INFO - Epoch [18][1040/5010] lr: 7.500e-03, eta: 1 day, 23:12:01, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8396, loss_cls: 1.5213, loss: 1.5213, grad_norm: 6.0517 2020-10-11 23:38:06,975 - mmaction - INFO - Epoch [18][1060/5010] lr: 7.500e-03, eta: 1 day, 23:11:39, time: 0.997, data_time: 0.004, memory: 10398, top1_acc: 0.6208, top5_acc: 0.8385, loss_cls: 1.5691, loss: 1.5691, grad_norm: 5.9915 2020-10-11 23:38:27,354 - mmaction - INFO - Epoch [18][1080/5010] lr: 7.500e-03, eta: 1 day, 23:11:18, time: 1.022, data_time: 0.007, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8333, loss_cls: 1.5905, loss: 1.5905, grad_norm: 6.2707 2020-10-11 23:38:47,344 - mmaction - INFO - Epoch [18][1100/5010] lr: 7.500e-03, eta: 1 day, 23:10:56, time: 0.999, data_time: 0.002, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8458, loss_cls: 1.5058, loss: 1.5058, grad_norm: 6.0067 2020-10-11 23:39:08,137 - mmaction - INFO - Epoch [18][1120/5010] lr: 7.500e-03, eta: 1 day, 23:10:36, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8385, loss_cls: 1.5607, loss: 1.5607, grad_norm: 5.8890 2020-10-11 23:39:28,062 - mmaction - INFO - Epoch [18][1140/5010] lr: 7.500e-03, eta: 1 day, 23:10:14, time: 0.998, data_time: 0.007, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8292, loss_cls: 1.5794, loss: 1.5794, grad_norm: 6.0710 2020-10-11 23:39:49,335 - mmaction - INFO - Epoch [18][1160/5010] lr: 7.500e-03, eta: 1 day, 23:09:54, time: 1.063, data_time: 0.002, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8323, loss_cls: 1.6505, loss: 1.6505, grad_norm: 6.1052 2020-10-11 23:40:10,481 - mmaction - INFO - Epoch [18][1180/5010] lr: 7.500e-03, eta: 1 day, 23:09:34, time: 1.057, data_time: 0.004, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8354, loss_cls: 1.5803, loss: 1.5803, grad_norm: 6.1469 2020-10-11 23:40:30,629 - mmaction - INFO - Epoch [18][1200/5010] lr: 7.500e-03, eta: 1 day, 23:09:13, time: 1.007, data_time: 0.003, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8417, loss_cls: 1.5610, loss: 1.5610, grad_norm: 5.8035 2020-10-11 23:40:50,820 - mmaction - INFO - Epoch [18][1220/5010] lr: 7.500e-03, eta: 1 day, 23:08:51, time: 1.009, data_time: 0.002, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8240, loss_cls: 1.5976, loss: 1.5976, grad_norm: 6.0075 2020-10-11 23:41:11,624 - mmaction - INFO - Epoch [18][1240/5010] lr: 7.500e-03, eta: 1 day, 23:08:30, time: 1.040, data_time: 0.006, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8458, loss_cls: 1.5492, loss: 1.5492, grad_norm: 6.0944 2020-10-11 23:41:31,633 - mmaction - INFO - Epoch [18][1260/5010] lr: 7.500e-03, eta: 1 day, 23:08:08, time: 1.000, data_time: 0.006, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8385, loss_cls: 1.5653, loss: 1.5653, grad_norm: 6.1267 2020-10-11 23:41:52,359 - mmaction - INFO - Epoch [18][1280/5010] lr: 7.500e-03, eta: 1 day, 23:07:48, time: 1.037, data_time: 0.002, memory: 10398, top1_acc: 0.6313, top5_acc: 0.8323, loss_cls: 1.5199, loss: 1.5199, grad_norm: 6.0175 2020-10-11 23:42:13,647 - mmaction - INFO - Epoch [18][1300/5010] lr: 7.500e-03, eta: 1 day, 23:07:28, time: 1.063, data_time: 0.005, memory: 10398, top1_acc: 0.5802, top5_acc: 0.8240, loss_cls: 1.6729, loss: 1.6729, grad_norm: 6.2037 2020-10-11 23:42:33,544 - mmaction - INFO - Epoch [18][1320/5010] lr: 7.500e-03, eta: 1 day, 23:07:06, time: 0.996, data_time: 0.003, memory: 10398, top1_acc: 0.6062, top5_acc: 0.8260, loss_cls: 1.6889, loss: 1.6889, grad_norm: 6.0010 2020-10-11 23:42:53,804 - mmaction - INFO - Epoch [18][1340/5010] lr: 7.500e-03, eta: 1 day, 23:06:45, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.6312, top5_acc: 0.8333, loss_cls: 1.5203, loss: 1.5203, grad_norm: 5.7831 2020-10-11 23:43:15,146 - mmaction - INFO - Epoch [18][1360/5010] lr: 7.500e-03, eta: 1 day, 23:06:25, time: 1.066, data_time: 0.005, memory: 10398, top1_acc: 0.6292, top5_acc: 0.8583, loss_cls: 1.4890, loss: 1.4890, grad_norm: 6.0156 2020-10-11 23:43:34,375 - mmaction - INFO - Epoch [18][1380/5010] lr: 7.500e-03, eta: 1 day, 23:06:02, time: 0.963, data_time: 0.005, memory: 10398, top1_acc: 0.6260, top5_acc: 0.8271, loss_cls: 1.6237, loss: 1.6237, grad_norm: 5.9665 2020-10-11 23:43:54,980 - mmaction - INFO - Epoch [18][1400/5010] lr: 7.500e-03, eta: 1 day, 23:05:41, time: 1.030, data_time: 0.002, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8000, loss_cls: 1.6745, loss: 1.6745, grad_norm: 6.0739 2020-10-11 23:44:14,885 - mmaction - INFO - Epoch [18][1420/5010] lr: 7.500e-03, eta: 1 day, 23:05:19, time: 0.995, data_time: 0.002, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8292, loss_cls: 1.6309, loss: 1.6309, grad_norm: 6.0143 2020-10-11 23:44:35,084 - mmaction - INFO - Epoch [18][1440/5010] lr: 7.500e-03, eta: 1 day, 23:04:57, time: 1.010, data_time: 0.005, memory: 10398, top1_acc: 0.6406, top5_acc: 0.8437, loss_cls: 1.4988, loss: 1.4988, grad_norm: 5.9470 2020-10-11 23:44:55,432 - mmaction - INFO - Epoch [18][1460/5010] lr: 7.500e-03, eta: 1 day, 23:04:36, time: 1.018, data_time: 0.002, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8219, loss_cls: 1.6390, loss: 1.6390, grad_norm: 6.1636 2020-10-11 23:45:15,746 - mmaction - INFO - Epoch [18][1480/5010] lr: 7.500e-03, eta: 1 day, 23:04:14, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8250, loss_cls: 1.6647, loss: 1.6647, grad_norm: 6.1491 2020-10-11 23:45:35,827 - mmaction - INFO - Epoch [18][1500/5010] lr: 7.500e-03, eta: 1 day, 23:03:53, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8354, loss_cls: 1.6068, loss: 1.6068, grad_norm: 6.2729 2020-10-11 23:45:56,222 - mmaction - INFO - Epoch [18][1520/5010] lr: 7.500e-03, eta: 1 day, 23:03:31, time: 1.020, data_time: 0.003, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8281, loss_cls: 1.6163, loss: 1.6163, grad_norm: 6.0824 2020-10-11 23:46:16,630 - mmaction - INFO - Epoch [18][1540/5010] lr: 7.500e-03, eta: 1 day, 23:03:10, time: 1.018, data_time: 0.004, memory: 10398, top1_acc: 0.6219, top5_acc: 0.8313, loss_cls: 1.5376, loss: 1.5376, grad_norm: 6.0116 2020-10-11 23:46:36,703 - mmaction - INFO - Epoch [18][1560/5010] lr: 7.500e-03, eta: 1 day, 23:02:48, time: 1.007, data_time: 0.008, memory: 10398, top1_acc: 0.6260, top5_acc: 0.8469, loss_cls: 1.5180, loss: 1.5180, grad_norm: 5.8594 2020-10-11 23:46:56,934 - mmaction - INFO - Epoch [18][1580/5010] lr: 7.500e-03, eta: 1 day, 23:02:27, time: 1.011, data_time: 0.004, memory: 10398, top1_acc: 0.6365, top5_acc: 0.8531, loss_cls: 1.4879, loss: 1.4879, grad_norm: 5.8942 2020-10-11 23:47:16,602 - mmaction - INFO - Epoch [18][1600/5010] lr: 7.500e-03, eta: 1 day, 23:02:04, time: 0.984, data_time: 0.007, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8302, loss_cls: 1.5856, loss: 1.5856, grad_norm: 6.1006 2020-10-11 23:47:37,399 - mmaction - INFO - Epoch [18][1620/5010] lr: 7.500e-03, eta: 1 day, 23:01:44, time: 1.037, data_time: 0.005, memory: 10398, top1_acc: 0.6281, top5_acc: 0.8396, loss_cls: 1.5993, loss: 1.5993, grad_norm: 5.9726 2020-10-11 23:47:57,592 - mmaction - INFO - Epoch [18][1640/5010] lr: 7.500e-03, eta: 1 day, 23:01:22, time: 1.012, data_time: 0.008, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8437, loss_cls: 1.5502, loss: 1.5502, grad_norm: 5.9741 2020-10-11 23:48:17,536 - mmaction - INFO - Epoch [18][1660/5010] lr: 7.500e-03, eta: 1 day, 23:01:00, time: 0.994, data_time: 0.005, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8448, loss_cls: 1.5372, loss: 1.5372, grad_norm: 5.8764 2020-10-11 23:48:38,264 - mmaction - INFO - Epoch [18][1680/5010] lr: 7.500e-03, eta: 1 day, 23:00:39, time: 1.040, data_time: 0.007, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8260, loss_cls: 1.5845, loss: 1.5845, grad_norm: 6.0118 2020-10-11 23:48:58,745 - mmaction - INFO - Epoch [18][1700/5010] lr: 7.500e-03, eta: 1 day, 23:00:18, time: 1.022, data_time: 0.004, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8260, loss_cls: 1.5720, loss: 1.5720, grad_norm: 5.7368 2020-10-11 23:49:18,085 - mmaction - INFO - Epoch [18][1720/5010] lr: 7.500e-03, eta: 1 day, 22:59:55, time: 0.969, data_time: 0.005, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8198, loss_cls: 1.6580, loss: 1.6580, grad_norm: 5.9663 2020-10-11 23:49:38,046 - mmaction - INFO - Epoch [18][1740/5010] lr: 7.500e-03, eta: 1 day, 22:59:33, time: 0.996, data_time: 0.006, memory: 10398, top1_acc: 0.6292, top5_acc: 0.8396, loss_cls: 1.5435, loss: 1.5435, grad_norm: 5.9755 2020-10-11 23:49:58,408 - mmaction - INFO - Epoch [18][1760/5010] lr: 7.500e-03, eta: 1 day, 22:59:12, time: 1.020, data_time: 0.007, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8135, loss_cls: 1.6535, loss: 1.6535, grad_norm: 5.8778 2020-10-11 23:50:20,030 - mmaction - INFO - Epoch [18][1780/5010] lr: 7.500e-03, eta: 1 day, 22:58:53, time: 1.078, data_time: 0.006, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8313, loss_cls: 1.5975, loss: 1.5975, grad_norm: 5.9849 2020-10-11 23:50:40,606 - mmaction - INFO - Epoch [18][1800/5010] lr: 7.500e-03, eta: 1 day, 22:58:32, time: 1.032, data_time: 0.006, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8396, loss_cls: 1.6109, loss: 1.6109, grad_norm: 5.9266 2020-10-11 23:51:00,254 - mmaction - INFO - Epoch [18][1820/5010] lr: 7.500e-03, eta: 1 day, 22:58:09, time: 0.981, data_time: 0.005, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8531, loss_cls: 1.5148, loss: 1.5148, grad_norm: 5.9566 2020-10-11 23:51:19,976 - mmaction - INFO - Epoch [18][1840/5010] lr: 7.500e-03, eta: 1 day, 22:57:47, time: 0.987, data_time: 0.008, memory: 10398, top1_acc: 0.6312, top5_acc: 0.8448, loss_cls: 1.5520, loss: 1.5520, grad_norm: 5.9439 2020-10-11 23:51:41,157 - mmaction - INFO - Epoch [18][1860/5010] lr: 7.500e-03, eta: 1 day, 22:57:27, time: 1.060, data_time: 0.003, memory: 10398, top1_acc: 0.6312, top5_acc: 0.8448, loss_cls: 1.4908, loss: 1.4908, grad_norm: 5.8840 2020-10-11 23:52:01,404 - mmaction - INFO - Epoch [18][1880/5010] lr: 7.500e-03, eta: 1 day, 22:57:06, time: 1.009, data_time: 0.006, memory: 10398, top1_acc: 0.6187, top5_acc: 0.8302, loss_cls: 1.5374, loss: 1.5374, grad_norm: 5.8810 2020-10-11 23:52:21,529 - mmaction - INFO - Epoch [18][1900/5010] lr: 7.500e-03, eta: 1 day, 22:56:44, time: 1.008, data_time: 0.008, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8260, loss_cls: 1.6318, loss: 1.6318, grad_norm: 6.0389 2020-10-11 23:52:41,395 - mmaction - INFO - Epoch [18][1920/5010] lr: 7.500e-03, eta: 1 day, 22:56:22, time: 0.994, data_time: 0.003, memory: 10398, top1_acc: 0.6479, top5_acc: 0.8521, loss_cls: 1.4196, loss: 1.4196, grad_norm: 5.7931 2020-10-11 23:53:01,586 - mmaction - INFO - Epoch [18][1940/5010] lr: 7.500e-03, eta: 1 day, 22:56:00, time: 1.007, data_time: 0.005, memory: 10398, top1_acc: 0.6219, top5_acc: 0.8219, loss_cls: 1.6019, loss: 1.6019, grad_norm: 6.1797 2020-10-11 23:53:21,445 - mmaction - INFO - Epoch [18][1960/5010] lr: 7.500e-03, eta: 1 day, 22:55:38, time: 0.994, data_time: 0.008, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8312, loss_cls: 1.6554, loss: 1.6554, grad_norm: 6.2346 2020-10-11 23:53:41,875 - mmaction - INFO - Epoch [18][1980/5010] lr: 7.500e-03, eta: 1 day, 22:55:17, time: 1.023, data_time: 0.003, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8312, loss_cls: 1.6029, loss: 1.6029, grad_norm: 6.1181 2020-10-11 23:54:01,855 - mmaction - INFO - Epoch [18][2000/5010] lr: 7.500e-03, eta: 1 day, 22:54:55, time: 0.996, data_time: 0.004, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8312, loss_cls: 1.6253, loss: 1.6253, grad_norm: 6.0971 2020-10-11 23:54:22,650 - mmaction - INFO - Epoch [18][2020/5010] lr: 7.500e-03, eta: 1 day, 22:54:34, time: 1.043, data_time: 0.008, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8219, loss_cls: 1.6372, loss: 1.6372, grad_norm: 6.1526 2020-10-11 23:54:42,963 - mmaction - INFO - Epoch [18][2040/5010] lr: 7.500e-03, eta: 1 day, 22:54:13, time: 1.015, data_time: 0.002, memory: 10398, top1_acc: 0.6250, top5_acc: 0.8427, loss_cls: 1.5314, loss: 1.5314, grad_norm: 6.0071 2020-10-11 23:55:02,834 - mmaction - INFO - Epoch [18][2060/5010] lr: 7.500e-03, eta: 1 day, 22:53:51, time: 0.994, data_time: 0.005, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8438, loss_cls: 1.5806, loss: 1.5806, grad_norm: 6.1838 2020-10-11 23:55:23,627 - mmaction - INFO - Epoch [18][2080/5010] lr: 7.500e-03, eta: 1 day, 22:53:30, time: 1.039, data_time: 0.002, memory: 10398, top1_acc: 0.6240, top5_acc: 0.8396, loss_cls: 1.5242, loss: 1.5242, grad_norm: 6.0560 2020-10-11 23:55:43,054 - mmaction - INFO - Epoch [18][2100/5010] lr: 7.500e-03, eta: 1 day, 22:53:07, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.6417, top5_acc: 0.8458, loss_cls: 1.4885, loss: 1.4885, grad_norm: 5.8038 2020-10-11 23:56:03,517 - mmaction - INFO - Epoch [18][2120/5010] lr: 7.500e-03, eta: 1 day, 22:52:46, time: 1.020, data_time: 0.004, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8323, loss_cls: 1.5652, loss: 1.5652, grad_norm: 6.0976 2020-10-11 23:56:23,098 - mmaction - INFO - Epoch [18][2140/5010] lr: 7.500e-03, eta: 1 day, 22:52:23, time: 0.982, data_time: 0.007, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8313, loss_cls: 1.6060, loss: 1.6060, grad_norm: 5.9887 2020-10-11 23:56:43,406 - mmaction - INFO - Epoch [18][2160/5010] lr: 7.500e-03, eta: 1 day, 22:52:02, time: 1.015, data_time: 0.004, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8354, loss_cls: 1.6148, loss: 1.6148, grad_norm: 6.1181 2020-10-11 23:57:03,367 - mmaction - INFO - Epoch [18][2180/5010] lr: 7.500e-03, eta: 1 day, 22:51:40, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.6292, top5_acc: 0.8469, loss_cls: 1.5533, loss: 1.5533, grad_norm: 5.8142 2020-10-11 23:57:23,561 - mmaction - INFO - Epoch [18][2200/5010] lr: 7.500e-03, eta: 1 day, 22:51:18, time: 1.012, data_time: 0.006, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8312, loss_cls: 1.5865, loss: 1.5865, grad_norm: 6.1783 2020-10-11 23:57:43,835 - mmaction - INFO - Epoch [18][2220/5010] lr: 7.500e-03, eta: 1 day, 22:50:57, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8219, loss_cls: 1.5739, loss: 1.5739, grad_norm: 5.8829 2020-10-11 23:58:03,868 - mmaction - INFO - Epoch [18][2240/5010] lr: 7.500e-03, eta: 1 day, 22:50:35, time: 0.999, data_time: 0.004, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8302, loss_cls: 1.6639, loss: 1.6639, grad_norm: 6.2870 2020-10-11 23:58:23,834 - mmaction - INFO - Epoch [18][2260/5010] lr: 7.500e-03, eta: 1 day, 22:50:13, time: 1.001, data_time: 0.007, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8177, loss_cls: 1.6529, loss: 1.6529, grad_norm: 6.0202 2020-10-11 23:58:43,951 - mmaction - INFO - Epoch [18][2280/5010] lr: 7.500e-03, eta: 1 day, 22:49:51, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.6406, top5_acc: 0.8375, loss_cls: 1.5198, loss: 1.5198, grad_norm: 6.0212 2020-10-11 23:59:04,810 - mmaction - INFO - Epoch [18][2300/5010] lr: 7.500e-03, eta: 1 day, 22:49:31, time: 1.040, data_time: 0.006, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8417, loss_cls: 1.5773, loss: 1.5773, grad_norm: 5.8778 2020-10-11 23:59:24,320 - mmaction - INFO - Epoch [18][2320/5010] lr: 7.500e-03, eta: 1 day, 22:49:08, time: 0.979, data_time: 0.007, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8208, loss_cls: 1.6419, loss: 1.6419, grad_norm: 5.9872 2020-10-11 23:59:44,265 - mmaction - INFO - Epoch [18][2340/5010] lr: 7.500e-03, eta: 1 day, 22:48:46, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8365, loss_cls: 1.5868, loss: 1.5868, grad_norm: 5.7875 2020-10-12 00:00:06,238 - mmaction - INFO - Epoch [18][2360/5010] lr: 7.500e-03, eta: 1 day, 22:48:28, time: 1.095, data_time: 0.004, memory: 10398, top1_acc: 0.6250, top5_acc: 0.8292, loss_cls: 1.5995, loss: 1.5995, grad_norm: 5.8183 2020-10-12 00:00:26,911 - mmaction - INFO - Epoch [18][2380/5010] lr: 7.500e-03, eta: 1 day, 22:48:07, time: 1.034, data_time: 0.012, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8333, loss_cls: 1.5897, loss: 1.5897, grad_norm: 6.1233 2020-10-12 00:00:46,702 - mmaction - INFO - Epoch [18][2400/5010] lr: 7.500e-03, eta: 1 day, 22:47:45, time: 0.993, data_time: 0.013, memory: 10398, top1_acc: 0.6490, top5_acc: 0.8625, loss_cls: 1.4299, loss: 1.4299, grad_norm: 5.8291 2020-10-12 00:01:06,362 - mmaction - INFO - Epoch [18][2420/5010] lr: 7.500e-03, eta: 1 day, 22:47:22, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.6427, top5_acc: 0.8542, loss_cls: 1.4981, loss: 1.4981, grad_norm: 5.8457 2020-10-12 00:01:27,493 - mmaction - INFO - Epoch [18][2440/5010] lr: 7.500e-03, eta: 1 day, 22:47:02, time: 1.057, data_time: 0.005, memory: 10398, top1_acc: 0.6260, top5_acc: 0.8250, loss_cls: 1.6112, loss: 1.6112, grad_norm: 6.3241 2020-10-12 00:01:48,150 - mmaction - INFO - Epoch [18][2460/5010] lr: 7.500e-03, eta: 1 day, 22:46:42, time: 1.033, data_time: 0.002, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8448, loss_cls: 1.6093, loss: 1.6093, grad_norm: 6.2832 2020-10-12 00:02:08,235 - mmaction - INFO - Epoch [18][2480/5010] lr: 7.500e-03, eta: 1 day, 22:46:20, time: 1.003, data_time: 0.006, memory: 10398, top1_acc: 0.5604, top5_acc: 0.8229, loss_cls: 1.7087, loss: 1.7087, grad_norm: 6.2146 2020-10-12 00:02:29,571 - mmaction - INFO - Epoch [18][2500/5010] lr: 7.500e-03, eta: 1 day, 22:46:00, time: 1.067, data_time: 0.006, memory: 10398, top1_acc: 0.6062, top5_acc: 0.8240, loss_cls: 1.6389, loss: 1.6389, grad_norm: 5.8942 2020-10-12 00:02:48,685 - mmaction - INFO - Epoch [18][2520/5010] lr: 7.500e-03, eta: 1 day, 22:45:37, time: 0.957, data_time: 0.003, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8094, loss_cls: 1.6976, loss: 1.6976, grad_norm: 6.1567 2020-10-12 00:03:09,949 - mmaction - INFO - Epoch [18][2540/5010] lr: 7.500e-03, eta: 1 day, 22:45:17, time: 1.063, data_time: 0.005, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8250, loss_cls: 1.6024, loss: 1.6024, grad_norm: 6.0961 2020-10-12 00:03:30,714 - mmaction - INFO - Epoch [18][2560/5010] lr: 7.500e-03, eta: 1 day, 22:44:57, time: 1.038, data_time: 0.002, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8333, loss_cls: 1.5748, loss: 1.5748, grad_norm: 6.1369 2020-10-12 00:03:51,055 - mmaction - INFO - Epoch [18][2580/5010] lr: 7.500e-03, eta: 1 day, 22:44:35, time: 1.016, data_time: 0.002, memory: 10398, top1_acc: 0.6240, top5_acc: 0.8510, loss_cls: 1.5659, loss: 1.5659, grad_norm: 6.0342 2020-10-12 00:04:11,375 - mmaction - INFO - Epoch [18][2600/5010] lr: 7.500e-03, eta: 1 day, 22:44:14, time: 1.017, data_time: 0.005, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8188, loss_cls: 1.5764, loss: 1.5764, grad_norm: 5.9997 2020-10-12 00:04:31,395 - mmaction - INFO - Epoch [18][2620/5010] lr: 7.500e-03, eta: 1 day, 22:43:52, time: 1.001, data_time: 0.006, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8313, loss_cls: 1.6397, loss: 1.6397, grad_norm: 5.9918 2020-10-12 00:04:51,222 - mmaction - INFO - Epoch [18][2640/5010] lr: 7.500e-03, eta: 1 day, 22:43:30, time: 0.991, data_time: 0.003, memory: 10398, top1_acc: 0.5833, top5_acc: 0.7927, loss_cls: 1.7690, loss: 1.7690, grad_norm: 6.3050 2020-10-12 00:05:12,167 - mmaction - INFO - Epoch [18][2660/5010] lr: 7.500e-03, eta: 1 day, 22:43:10, time: 1.045, data_time: 0.005, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8021, loss_cls: 1.7661, loss: 1.7661, grad_norm: 6.1188 2020-10-12 00:05:31,855 - mmaction - INFO - Epoch [18][2680/5010] lr: 7.500e-03, eta: 1 day, 22:42:47, time: 0.987, data_time: 0.006, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8313, loss_cls: 1.5989, loss: 1.5989, grad_norm: 5.9107 2020-10-12 00:05:51,833 - mmaction - INFO - Epoch [18][2700/5010] lr: 7.500e-03, eta: 1 day, 22:42:25, time: 0.999, data_time: 0.002, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8469, loss_cls: 1.5724, loss: 1.5724, grad_norm: 6.0805 2020-10-12 00:06:13,577 - mmaction - INFO - Epoch [18][2720/5010] lr: 7.500e-03, eta: 1 day, 22:42:07, time: 1.087, data_time: 0.004, memory: 10398, top1_acc: 0.5708, top5_acc: 0.8063, loss_cls: 1.7178, loss: 1.7178, grad_norm: 6.2138 2020-10-12 00:06:34,330 - mmaction - INFO - Epoch [18][2740/5010] lr: 7.500e-03, eta: 1 day, 22:41:46, time: 1.037, data_time: 0.006, memory: 10398, top1_acc: 0.6219, top5_acc: 0.8031, loss_cls: 1.6327, loss: 1.6327, grad_norm: 5.7287 2020-10-12 00:06:53,840 - mmaction - INFO - Epoch [18][2760/5010] lr: 7.500e-03, eta: 1 day, 22:41:23, time: 0.976, data_time: 0.003, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8375, loss_cls: 1.5909, loss: 1.5909, grad_norm: 5.6345 2020-10-12 00:07:14,548 - mmaction - INFO - Epoch [18][2780/5010] lr: 7.500e-03, eta: 1 day, 22:41:03, time: 1.036, data_time: 0.007, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8313, loss_cls: 1.5942, loss: 1.5942, grad_norm: 5.7629 2020-10-12 00:07:34,432 - mmaction - INFO - Epoch [18][2800/5010] lr: 7.500e-03, eta: 1 day, 22:40:40, time: 0.994, data_time: 0.007, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8281, loss_cls: 1.6294, loss: 1.6294, grad_norm: 5.9299 2020-10-12 00:07:53,944 - mmaction - INFO - Epoch [18][2820/5010] lr: 7.500e-03, eta: 1 day, 22:40:18, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8271, loss_cls: 1.6830, loss: 1.6830, grad_norm: 6.3950 2020-10-12 00:08:14,683 - mmaction - INFO - Epoch [18][2840/5010] lr: 7.500e-03, eta: 1 day, 22:39:57, time: 1.035, data_time: 0.006, memory: 10398, top1_acc: 0.6208, top5_acc: 0.8292, loss_cls: 1.5832, loss: 1.5832, grad_norm: 5.9657 2020-10-12 00:08:34,576 - mmaction - INFO - Epoch [18][2860/5010] lr: 7.500e-03, eta: 1 day, 22:39:35, time: 0.997, data_time: 0.006, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8281, loss_cls: 1.6049, loss: 1.6049, grad_norm: 5.8810 2020-10-12 00:08:55,921 - mmaction - INFO - Epoch [18][2880/5010] lr: 7.500e-03, eta: 1 day, 22:39:15, time: 1.067, data_time: 0.002, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8417, loss_cls: 1.5655, loss: 1.5655, grad_norm: 6.2393 2020-10-12 00:09:15,170 - mmaction - INFO - Epoch [18][2900/5010] lr: 7.500e-03, eta: 1 day, 22:38:52, time: 0.959, data_time: 0.005, memory: 10398, top1_acc: 0.6208, top5_acc: 0.8438, loss_cls: 1.5273, loss: 1.5273, grad_norm: 5.9724 2020-10-12 00:09:34,938 - mmaction - INFO - Epoch [18][2920/5010] lr: 7.500e-03, eta: 1 day, 22:38:30, time: 0.991, data_time: 0.007, memory: 10398, top1_acc: 0.6240, top5_acc: 0.8406, loss_cls: 1.5548, loss: 1.5548, grad_norm: 5.7920 2020-10-12 00:09:55,143 - mmaction - INFO - Epoch [18][2940/5010] lr: 7.500e-03, eta: 1 day, 22:38:08, time: 1.010, data_time: 0.002, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8240, loss_cls: 1.6948, loss: 1.6948, grad_norm: 5.8949 2020-10-12 00:10:16,733 - mmaction - INFO - Epoch [18][2960/5010] lr: 7.500e-03, eta: 1 day, 22:37:49, time: 1.080, data_time: 0.005, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8271, loss_cls: 1.6417, loss: 1.6417, grad_norm: 6.0751 2020-10-12 00:10:37,685 - mmaction - INFO - Epoch [18][2980/5010] lr: 7.500e-03, eta: 1 day, 22:37:29, time: 1.048, data_time: 0.007, memory: 10398, top1_acc: 0.6323, top5_acc: 0.8323, loss_cls: 1.5435, loss: 1.5435, grad_norm: 5.6752 2020-10-12 00:10:58,363 - mmaction - INFO - Epoch [18][3000/5010] lr: 7.500e-03, eta: 1 day, 22:37:08, time: 1.032, data_time: 0.006, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8260, loss_cls: 1.6641, loss: 1.6641, grad_norm: 6.0131 2020-10-12 00:11:17,525 - mmaction - INFO - Epoch [18][3020/5010] lr: 7.500e-03, eta: 1 day, 22:36:45, time: 0.960, data_time: 0.008, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8406, loss_cls: 1.5896, loss: 1.5896, grad_norm: 6.0695 2020-10-12 00:11:37,878 - mmaction - INFO - Epoch [18][3040/5010] lr: 7.500e-03, eta: 1 day, 22:36:24, time: 1.018, data_time: 0.004, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8323, loss_cls: 1.6227, loss: 1.6227, grad_norm: 6.1734 2020-10-12 00:11:58,350 - mmaction - INFO - Epoch [18][3060/5010] lr: 7.500e-03, eta: 1 day, 22:36:03, time: 1.024, data_time: 0.006, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8229, loss_cls: 1.6460, loss: 1.6460, grad_norm: 5.9752 2020-10-12 00:12:17,527 - mmaction - INFO - Epoch [18][3080/5010] lr: 7.500e-03, eta: 1 day, 22:35:39, time: 0.959, data_time: 0.002, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8354, loss_cls: 1.5623, loss: 1.5623, grad_norm: 5.7999 2020-10-12 00:12:37,781 - mmaction - INFO - Epoch [18][3100/5010] lr: 7.500e-03, eta: 1 day, 22:35:18, time: 1.010, data_time: 0.006, memory: 10398, top1_acc: 0.6240, top5_acc: 0.8375, loss_cls: 1.5554, loss: 1.5554, grad_norm: 6.0139 2020-10-12 00:12:58,690 - mmaction - INFO - Epoch [18][3120/5010] lr: 7.500e-03, eta: 1 day, 22:34:57, time: 1.046, data_time: 0.008, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8229, loss_cls: 1.6426, loss: 1.6426, grad_norm: 6.0360 2020-10-12 00:13:18,507 - mmaction - INFO - Epoch [18][3140/5010] lr: 7.500e-03, eta: 1 day, 22:34:35, time: 0.992, data_time: 0.006, memory: 10398, top1_acc: 0.6260, top5_acc: 0.8448, loss_cls: 1.5268, loss: 1.5268, grad_norm: 5.7179 2020-10-12 00:13:39,038 - mmaction - INFO - Epoch [18][3160/5010] lr: 7.500e-03, eta: 1 day, 22:34:14, time: 1.027, data_time: 0.004, memory: 10398, top1_acc: 0.6260, top5_acc: 0.8365, loss_cls: 1.4987, loss: 1.4987, grad_norm: 6.0653 2020-10-12 00:13:59,266 - mmaction - INFO - Epoch [18][3180/5010] lr: 7.500e-03, eta: 1 day, 22:33:53, time: 1.011, data_time: 0.005, memory: 10398, top1_acc: 0.6302, top5_acc: 0.8542, loss_cls: 1.4814, loss: 1.4814, grad_norm: 6.0390 2020-10-12 00:14:19,996 - mmaction - INFO - Epoch [18][3200/5010] lr: 7.500e-03, eta: 1 day, 22:33:32, time: 1.037, data_time: 0.005, memory: 10398, top1_acc: 0.6063, top5_acc: 0.8385, loss_cls: 1.5916, loss: 1.5916, grad_norm: 5.9257 2020-10-12 00:14:40,417 - mmaction - INFO - Epoch [18][3220/5010] lr: 7.500e-03, eta: 1 day, 22:33:11, time: 1.018, data_time: 0.004, memory: 10398, top1_acc: 0.6375, top5_acc: 0.8365, loss_cls: 1.5027, loss: 1.5027, grad_norm: 5.8455 2020-10-12 00:15:00,357 - mmaction - INFO - Epoch [18][3240/5010] lr: 7.500e-03, eta: 1 day, 22:32:49, time: 1.000, data_time: 0.008, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8167, loss_cls: 1.6562, loss: 1.6562, grad_norm: 6.0624 2020-10-12 00:15:20,358 - mmaction - INFO - Epoch [18][3260/5010] lr: 7.500e-03, eta: 1 day, 22:32:27, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8167, loss_cls: 1.6867, loss: 1.6867, grad_norm: 6.1483 2020-10-12 00:15:40,381 - mmaction - INFO - Epoch [18][3280/5010] lr: 7.500e-03, eta: 1 day, 22:32:05, time: 1.005, data_time: 0.007, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8187, loss_cls: 1.6914, loss: 1.6914, grad_norm: 5.9251 2020-10-12 00:16:01,060 - mmaction - INFO - Epoch [18][3300/5010] lr: 7.500e-03, eta: 1 day, 22:31:45, time: 1.034, data_time: 0.005, memory: 10398, top1_acc: 0.6250, top5_acc: 0.8365, loss_cls: 1.5625, loss: 1.5625, grad_norm: 6.0013 2020-10-12 00:16:20,658 - mmaction - INFO - Epoch [18][3320/5010] lr: 7.500e-03, eta: 1 day, 22:31:22, time: 0.976, data_time: 0.006, memory: 10398, top1_acc: 0.6250, top5_acc: 0.8521, loss_cls: 1.5549, loss: 1.5549, grad_norm: 5.9190 2020-10-12 00:16:40,267 - mmaction - INFO - Epoch [18][3340/5010] lr: 7.500e-03, eta: 1 day, 22:30:59, time: 0.984, data_time: 0.007, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8271, loss_cls: 1.6984, loss: 1.6984, grad_norm: 6.2349 2020-10-12 00:17:00,068 - mmaction - INFO - Epoch [18][3360/5010] lr: 7.500e-03, eta: 1 day, 22:30:37, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8260, loss_cls: 1.6100, loss: 1.6100, grad_norm: 5.8717 2020-10-12 00:17:19,948 - mmaction - INFO - Epoch [18][3380/5010] lr: 7.500e-03, eta: 1 day, 22:30:15, time: 0.996, data_time: 0.008, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8260, loss_cls: 1.5646, loss: 1.5646, grad_norm: 5.6816 2020-10-12 00:17:39,680 - mmaction - INFO - Epoch [18][3400/5010] lr: 7.500e-03, eta: 1 day, 22:29:52, time: 0.985, data_time: 0.005, memory: 10398, top1_acc: 0.6333, top5_acc: 0.8406, loss_cls: 1.5028, loss: 1.5028, grad_norm: 5.7963 2020-10-12 00:17:59,298 - mmaction - INFO - Epoch [18][3420/5010] lr: 7.500e-03, eta: 1 day, 22:29:30, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.6385, top5_acc: 0.8448, loss_cls: 1.5501, loss: 1.5501, grad_norm: 6.0030 2020-10-12 00:18:18,958 - mmaction - INFO - Epoch [18][3440/5010] lr: 7.500e-03, eta: 1 day, 22:29:07, time: 0.981, data_time: 0.005, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8427, loss_cls: 1.5922, loss: 1.5922, grad_norm: 5.9176 2020-10-12 00:18:39,531 - mmaction - INFO - Epoch [18][3460/5010] lr: 7.500e-03, eta: 1 day, 22:28:46, time: 1.031, data_time: 0.007, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8292, loss_cls: 1.5513, loss: 1.5513, grad_norm: 5.7853 2020-10-12 00:18:59,051 - mmaction - INFO - Epoch [18][3480/5010] lr: 7.500e-03, eta: 1 day, 22:28:24, time: 0.973, data_time: 0.005, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8510, loss_cls: 1.5705, loss: 1.5705, grad_norm: 6.0392 2020-10-12 00:19:19,788 - mmaction - INFO - Epoch [18][3500/5010] lr: 7.500e-03, eta: 1 day, 22:28:03, time: 1.038, data_time: 0.007, memory: 10398, top1_acc: 0.6385, top5_acc: 0.8406, loss_cls: 1.5347, loss: 1.5347, grad_norm: 5.9965 2020-10-12 00:19:39,541 - mmaction - INFO - Epoch [18][3520/5010] lr: 7.500e-03, eta: 1 day, 22:27:41, time: 0.988, data_time: 0.006, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8219, loss_cls: 1.6715, loss: 1.6715, grad_norm: 6.0389 2020-10-12 00:20:00,051 - mmaction - INFO - Epoch [18][3540/5010] lr: 7.500e-03, eta: 1 day, 22:27:20, time: 1.026, data_time: 0.005, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8427, loss_cls: 1.5822, loss: 1.5822, grad_norm: 5.9736 2020-10-12 00:20:21,532 - mmaction - INFO - Epoch [18][3560/5010] lr: 7.500e-03, eta: 1 day, 22:27:01, time: 1.073, data_time: 0.004, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8167, loss_cls: 1.5869, loss: 1.5869, grad_norm: 5.8599 2020-10-12 00:20:41,099 - mmaction - INFO - Epoch [18][3580/5010] lr: 7.500e-03, eta: 1 day, 22:26:38, time: 0.979, data_time: 0.004, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8281, loss_cls: 1.6070, loss: 1.6070, grad_norm: 5.8691 2020-10-12 00:21:01,762 - mmaction - INFO - Epoch [18][3600/5010] lr: 7.500e-03, eta: 1 day, 22:26:17, time: 1.031, data_time: 0.006, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8354, loss_cls: 1.5853, loss: 1.5853, grad_norm: 5.7822 2020-10-12 00:21:22,004 - mmaction - INFO - Epoch [18][3620/5010] lr: 7.500e-03, eta: 1 day, 22:25:56, time: 1.014, data_time: 0.007, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8229, loss_cls: 1.6391, loss: 1.6391, grad_norm: 5.9379 2020-10-12 00:21:43,027 - mmaction - INFO - Epoch [18][3640/5010] lr: 7.500e-03, eta: 1 day, 22:25:36, time: 1.051, data_time: 0.002, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8167, loss_cls: 1.6510, loss: 1.6510, grad_norm: 5.9997 2020-10-12 00:22:02,532 - mmaction - INFO - Epoch [18][3660/5010] lr: 7.500e-03, eta: 1 day, 22:25:13, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8229, loss_cls: 1.5985, loss: 1.5985, grad_norm: 6.1350 2020-10-12 00:22:22,927 - mmaction - INFO - Epoch [18][3680/5010] lr: 7.500e-03, eta: 1 day, 22:24:52, time: 1.019, data_time: 0.002, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8167, loss_cls: 1.5939, loss: 1.5939, grad_norm: 5.9870 2020-10-12 00:22:42,454 - mmaction - INFO - Epoch [18][3700/5010] lr: 7.500e-03, eta: 1 day, 22:24:29, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.5937, top5_acc: 0.8323, loss_cls: 1.6770, loss: 1.6770, grad_norm: 6.2749 2020-10-12 00:23:02,917 - mmaction - INFO - Epoch [18][3720/5010] lr: 7.500e-03, eta: 1 day, 22:24:08, time: 1.022, data_time: 0.005, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8042, loss_cls: 1.6908, loss: 1.6908, grad_norm: 5.8120 2020-10-12 00:23:22,508 - mmaction - INFO - Epoch [18][3740/5010] lr: 7.500e-03, eta: 1 day, 22:23:45, time: 0.980, data_time: 0.003, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8313, loss_cls: 1.6329, loss: 1.6329, grad_norm: 6.1754 2020-10-12 00:23:42,204 - mmaction - INFO - Epoch [18][3760/5010] lr: 7.500e-03, eta: 1 day, 22:23:23, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8333, loss_cls: 1.6610, loss: 1.6610, grad_norm: 6.0451 2020-10-12 00:24:02,136 - mmaction - INFO - Epoch [18][3780/5010] lr: 7.500e-03, eta: 1 day, 22:23:01, time: 0.994, data_time: 0.006, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8188, loss_cls: 1.6063, loss: 1.6063, grad_norm: 5.8129 2020-10-12 00:24:21,757 - mmaction - INFO - Epoch [18][3800/5010] lr: 7.500e-03, eta: 1 day, 22:22:38, time: 0.984, data_time: 0.007, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8135, loss_cls: 1.6613, loss: 1.6613, grad_norm: 6.0414 2020-10-12 00:24:41,498 - mmaction - INFO - Epoch [18][3820/5010] lr: 7.500e-03, eta: 1 day, 22:22:16, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8490, loss_cls: 1.5223, loss: 1.5223, grad_norm: 5.7227 2020-10-12 00:25:01,650 - mmaction - INFO - Epoch [18][3840/5010] lr: 7.500e-03, eta: 1 day, 22:21:54, time: 1.007, data_time: 0.002, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8219, loss_cls: 1.6566, loss: 1.6566, grad_norm: 5.9827 2020-10-12 00:25:21,445 - mmaction - INFO - Epoch [18][3860/5010] lr: 7.500e-03, eta: 1 day, 22:21:32, time: 0.990, data_time: 0.006, memory: 10398, top1_acc: 0.6240, top5_acc: 0.8406, loss_cls: 1.5625, loss: 1.5625, grad_norm: 5.9440 2020-10-12 00:25:40,971 - mmaction - INFO - Epoch [18][3880/5010] lr: 7.500e-03, eta: 1 day, 22:21:09, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.6063, top5_acc: 0.8438, loss_cls: 1.5755, loss: 1.5755, grad_norm: 6.0716 2020-10-12 00:26:01,478 - mmaction - INFO - Epoch [18][3900/5010] lr: 7.500e-03, eta: 1 day, 22:20:48, time: 1.025, data_time: 0.005, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8458, loss_cls: 1.5580, loss: 1.5580, grad_norm: 5.9273 2020-10-12 00:26:21,510 - mmaction - INFO - Epoch [18][3920/5010] lr: 7.500e-03, eta: 1 day, 22:20:26, time: 1.001, data_time: 0.005, memory: 10398, top1_acc: 0.6292, top5_acc: 0.8500, loss_cls: 1.4455, loss: 1.4455, grad_norm: 5.9255 2020-10-12 00:26:40,669 - mmaction - INFO - Epoch [18][3940/5010] lr: 7.500e-03, eta: 1 day, 22:20:03, time: 0.958, data_time: 0.004, memory: 10398, top1_acc: 0.6240, top5_acc: 0.8448, loss_cls: 1.5347, loss: 1.5347, grad_norm: 6.0934 2020-10-12 00:27:00,517 - mmaction - INFO - Epoch [18][3960/5010] lr: 7.500e-03, eta: 1 day, 22:19:41, time: 0.990, data_time: 0.005, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8240, loss_cls: 1.6213, loss: 1.6213, grad_norm: 6.1028 2020-10-12 00:27:20,372 - mmaction - INFO - Epoch [18][3980/5010] lr: 7.500e-03, eta: 1 day, 22:19:19, time: 0.995, data_time: 0.006, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8156, loss_cls: 1.6382, loss: 1.6382, grad_norm: 6.1709 2020-10-12 00:27:40,932 - mmaction - INFO - Epoch [18][4000/5010] lr: 7.500e-03, eta: 1 day, 22:18:58, time: 1.026, data_time: 0.004, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8219, loss_cls: 1.6831, loss: 1.6831, grad_norm: 6.1991 2020-10-12 00:28:00,823 - mmaction - INFO - Epoch [18][4020/5010] lr: 7.500e-03, eta: 1 day, 22:18:36, time: 0.997, data_time: 0.007, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8177, loss_cls: 1.7133, loss: 1.7133, grad_norm: 6.2165 2020-10-12 00:28:20,335 - mmaction - INFO - Epoch [18][4040/5010] lr: 7.500e-03, eta: 1 day, 22:18:13, time: 0.973, data_time: 0.004, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8302, loss_cls: 1.6149, loss: 1.6149, grad_norm: 5.8048 2020-10-12 00:28:39,829 - mmaction - INFO - Epoch [18][4060/5010] lr: 7.500e-03, eta: 1 day, 22:17:50, time: 0.978, data_time: 0.007, memory: 10398, top1_acc: 0.6094, top5_acc: 0.8385, loss_cls: 1.5572, loss: 1.5572, grad_norm: 5.8488 2020-10-12 00:29:00,912 - mmaction - INFO - Epoch [18][4080/5010] lr: 7.500e-03, eta: 1 day, 22:17:30, time: 1.051, data_time: 0.005, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8302, loss_cls: 1.5872, loss: 1.5872, grad_norm: 6.4559 2020-10-12 00:29:21,255 - mmaction - INFO - Epoch [18][4100/5010] lr: 7.500e-03, eta: 1 day, 22:17:09, time: 1.019, data_time: 0.008, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8198, loss_cls: 1.6510, loss: 1.6510, grad_norm: 6.0689 2020-10-12 00:29:41,874 - mmaction - INFO - Epoch [18][4120/5010] lr: 7.500e-03, eta: 1 day, 22:16:48, time: 1.031, data_time: 0.003, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8354, loss_cls: 1.5873, loss: 1.5873, grad_norm: 5.7840 2020-10-12 00:30:02,993 - mmaction - INFO - Epoch [18][4140/5010] lr: 7.500e-03, eta: 1 day, 22:16:28, time: 1.055, data_time: 0.005, memory: 10398, top1_acc: 0.6292, top5_acc: 0.8323, loss_cls: 1.5715, loss: 1.5715, grad_norm: 5.9599 2020-10-12 00:30:22,062 - mmaction - INFO - Epoch [18][4160/5010] lr: 7.500e-03, eta: 1 day, 22:16:05, time: 0.954, data_time: 0.003, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8385, loss_cls: 1.6048, loss: 1.6048, grad_norm: 5.9030 2020-10-12 00:30:42,828 - mmaction - INFO - Epoch [18][4180/5010] lr: 7.500e-03, eta: 1 day, 22:15:44, time: 1.038, data_time: 0.002, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8271, loss_cls: 1.6173, loss: 1.6173, grad_norm: 5.8313 2020-10-12 00:31:02,323 - mmaction - INFO - Epoch [18][4200/5010] lr: 7.500e-03, eta: 1 day, 22:15:21, time: 0.972, data_time: 0.005, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8229, loss_cls: 1.6176, loss: 1.6176, grad_norm: 5.8760 2020-10-12 00:31:23,017 - mmaction - INFO - Epoch [18][4220/5010] lr: 7.500e-03, eta: 1 day, 22:15:01, time: 1.038, data_time: 0.008, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8438, loss_cls: 1.4896, loss: 1.4896, grad_norm: 5.8762 2020-10-12 00:31:42,628 - mmaction - INFO - Epoch [18][4240/5010] lr: 7.500e-03, eta: 1 day, 22:14:38, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.6250, top5_acc: 0.8323, loss_cls: 1.5219, loss: 1.5219, grad_norm: 5.8942 2020-10-12 00:32:03,535 - mmaction - INFO - Epoch [18][4260/5010] lr: 7.500e-03, eta: 1 day, 22:14:18, time: 1.041, data_time: 0.004, memory: 10398, top1_acc: 0.6094, top5_acc: 0.8323, loss_cls: 1.6243, loss: 1.6243, grad_norm: 6.0721 2020-10-12 00:32:22,460 - mmaction - INFO - Epoch [18][4280/5010] lr: 7.500e-03, eta: 1 day, 22:13:54, time: 0.950, data_time: 0.008, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8354, loss_cls: 1.5897, loss: 1.5897, grad_norm: 5.7492 2020-10-12 00:32:43,204 - mmaction - INFO - Epoch [18][4300/5010] lr: 7.500e-03, eta: 1 day, 22:13:34, time: 1.037, data_time: 0.002, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8396, loss_cls: 1.6117, loss: 1.6117, grad_norm: 5.8306 2020-10-12 00:33:03,576 - mmaction - INFO - Epoch [18][4320/5010] lr: 7.500e-03, eta: 1 day, 22:13:13, time: 1.019, data_time: 0.005, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8115, loss_cls: 1.6950, loss: 1.6950, grad_norm: 6.0176 2020-10-12 00:33:23,926 - mmaction - INFO - Epoch [18][4340/5010] lr: 7.500e-03, eta: 1 day, 22:12:51, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.5802, top5_acc: 0.8479, loss_cls: 1.6149, loss: 1.6149, grad_norm: 5.9128 2020-10-12 00:33:44,031 - mmaction - INFO - Epoch [18][4360/5010] lr: 7.500e-03, eta: 1 day, 22:12:30, time: 1.005, data_time: 0.002, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8250, loss_cls: 1.5598, loss: 1.5598, grad_norm: 5.6814 2020-10-12 00:34:04,424 - mmaction - INFO - Epoch [18][4380/5010] lr: 7.500e-03, eta: 1 day, 22:12:08, time: 1.018, data_time: 0.005, memory: 10398, top1_acc: 0.6354, top5_acc: 0.8479, loss_cls: 1.5243, loss: 1.5243, grad_norm: 5.8503 2020-10-12 00:34:24,668 - mmaction - INFO - Epoch [18][4400/5010] lr: 7.500e-03, eta: 1 day, 22:11:47, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8281, loss_cls: 1.6907, loss: 1.6907, grad_norm: 6.0392 2020-10-12 00:34:43,904 - mmaction - INFO - Epoch [18][4420/5010] lr: 7.500e-03, eta: 1 day, 22:11:24, time: 0.962, data_time: 0.002, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8125, loss_cls: 1.7668, loss: 1.7668, grad_norm: 5.8446 2020-10-12 00:35:04,040 - mmaction - INFO - Epoch [18][4440/5010] lr: 7.500e-03, eta: 1 day, 22:11:02, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8271, loss_cls: 1.6726, loss: 1.6726, grad_norm: 5.8239 2020-10-12 00:35:23,917 - mmaction - INFO - Epoch [18][4460/5010] lr: 7.500e-03, eta: 1 day, 22:10:40, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8177, loss_cls: 1.6561, loss: 1.6561, grad_norm: 5.9223 2020-10-12 00:35:43,146 - mmaction - INFO - Epoch [18][4480/5010] lr: 7.500e-03, eta: 1 day, 22:10:17, time: 0.962, data_time: 0.002, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8417, loss_cls: 1.5518, loss: 1.5518, grad_norm: 5.9214 2020-10-12 00:36:04,045 - mmaction - INFO - Epoch [18][4500/5010] lr: 7.500e-03, eta: 1 day, 22:09:56, time: 1.042, data_time: 0.006, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8313, loss_cls: 1.5995, loss: 1.5995, grad_norm: 6.0347 2020-10-12 00:36:23,455 - mmaction - INFO - Epoch [18][4520/5010] lr: 7.500e-03, eta: 1 day, 22:09:34, time: 0.973, data_time: 0.006, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8042, loss_cls: 1.7679, loss: 1.7679, grad_norm: 6.2184 2020-10-12 00:36:43,550 - mmaction - INFO - Epoch [18][4540/5010] lr: 7.500e-03, eta: 1 day, 22:09:12, time: 1.005, data_time: 0.002, memory: 10398, top1_acc: 0.5938, top5_acc: 0.7875, loss_cls: 1.7520, loss: 1.7520, grad_norm: 5.8765 2020-10-12 00:37:03,529 - mmaction - INFO - Epoch [18][4560/5010] lr: 7.500e-03, eta: 1 day, 22:08:50, time: 0.997, data_time: 0.006, memory: 10398, top1_acc: 0.6302, top5_acc: 0.8469, loss_cls: 1.5341, loss: 1.5341, grad_norm: 5.5621 2020-10-12 00:37:23,348 - mmaction - INFO - Epoch [18][4580/5010] lr: 7.500e-03, eta: 1 day, 22:08:28, time: 0.993, data_time: 0.008, memory: 10398, top1_acc: 0.5802, top5_acc: 0.8125, loss_cls: 1.7074, loss: 1.7074, grad_norm: 6.0281 2020-10-12 00:37:43,286 - mmaction - INFO - Epoch [18][4600/5010] lr: 7.500e-03, eta: 1 day, 22:08:06, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8302, loss_cls: 1.6174, loss: 1.6174, grad_norm: 5.6554 2020-10-12 00:38:03,828 - mmaction - INFO - Epoch [18][4620/5010] lr: 7.500e-03, eta: 1 day, 22:07:45, time: 1.022, data_time: 0.006, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8438, loss_cls: 1.5307, loss: 1.5307, grad_norm: 5.9662 2020-10-12 00:38:24,620 - mmaction - INFO - Epoch [18][4640/5010] lr: 7.500e-03, eta: 1 day, 22:07:25, time: 1.045, data_time: 0.008, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8323, loss_cls: 1.6491, loss: 1.6491, grad_norm: 5.8605 2020-10-12 00:38:44,371 - mmaction - INFO - Epoch [18][4660/5010] lr: 7.500e-03, eta: 1 day, 22:07:02, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.6323, top5_acc: 0.8313, loss_cls: 1.5834, loss: 1.5834, grad_norm: 5.7074 2020-10-12 00:39:04,747 - mmaction - INFO - Epoch [18][4680/5010] lr: 7.500e-03, eta: 1 day, 22:06:41, time: 1.019, data_time: 0.004, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8260, loss_cls: 1.5553, loss: 1.5553, grad_norm: 5.7563 2020-10-12 00:39:26,052 - mmaction - INFO - Epoch [18][4700/5010] lr: 7.500e-03, eta: 1 day, 22:06:22, time: 1.065, data_time: 0.005, memory: 10398, top1_acc: 0.6219, top5_acc: 0.8354, loss_cls: 1.5740, loss: 1.5740, grad_norm: 5.9215 2020-10-12 00:39:46,053 - mmaction - INFO - Epoch [18][4720/5010] lr: 7.500e-03, eta: 1 day, 22:06:00, time: 1.000, data_time: 0.002, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8219, loss_cls: 1.6564, loss: 1.6564, grad_norm: 5.8501 2020-10-12 00:40:06,038 - mmaction - INFO - Epoch [18][4740/5010] lr: 7.500e-03, eta: 1 day, 22:05:38, time: 0.999, data_time: 0.004, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8271, loss_cls: 1.6267, loss: 1.6267, grad_norm: 5.9175 2020-10-12 00:40:27,085 - mmaction - INFO - Epoch [18][4760/5010] lr: 7.500e-03, eta: 1 day, 22:05:18, time: 1.052, data_time: 0.002, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8313, loss_cls: 1.6291, loss: 1.6291, grad_norm: 6.0370 2020-10-12 00:40:46,247 - mmaction - INFO - Epoch [18][4780/5010] lr: 7.500e-03, eta: 1 day, 22:04:54, time: 0.959, data_time: 0.002, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8240, loss_cls: 1.6290, loss: 1.6290, grad_norm: 5.9795 2020-10-12 00:41:05,867 - mmaction - INFO - Epoch [18][4800/5010] lr: 7.500e-03, eta: 1 day, 22:04:32, time: 0.980, data_time: 0.004, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8146, loss_cls: 1.6807, loss: 1.6807, grad_norm: 6.0750 2020-10-12 00:41:25,433 - mmaction - INFO - Epoch [18][4820/5010] lr: 7.500e-03, eta: 1 day, 22:04:09, time: 0.979, data_time: 0.007, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8052, loss_cls: 1.6351, loss: 1.6351, grad_norm: 6.0128 2020-10-12 00:41:45,061 - mmaction - INFO - Epoch [18][4840/5010] lr: 7.500e-03, eta: 1 day, 22:03:47, time: 0.981, data_time: 0.002, memory: 10398, top1_acc: 0.6281, top5_acc: 0.8365, loss_cls: 1.5223, loss: 1.5223, grad_norm: 5.7872 2020-10-12 00:42:05,630 - mmaction - INFO - Epoch [18][4860/5010] lr: 7.500e-03, eta: 1 day, 22:03:26, time: 1.028, data_time: 0.006, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8187, loss_cls: 1.6617, loss: 1.6617, grad_norm: 6.0200 2020-10-12 00:42:25,036 - mmaction - INFO - Epoch [18][4880/5010] lr: 7.500e-03, eta: 1 day, 22:03:03, time: 0.971, data_time: 0.006, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8375, loss_cls: 1.6024, loss: 1.6024, grad_norm: 6.2346 2020-10-12 00:42:44,883 - mmaction - INFO - Epoch [18][4900/5010] lr: 7.500e-03, eta: 1 day, 22:02:41, time: 0.992, data_time: 0.002, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8156, loss_cls: 1.7271, loss: 1.7271, grad_norm: 6.3506 2020-10-12 00:43:05,802 - mmaction - INFO - Epoch [18][4920/5010] lr: 7.500e-03, eta: 1 day, 22:02:21, time: 1.046, data_time: 0.004, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8354, loss_cls: 1.6356, loss: 1.6356, grad_norm: 5.9302 2020-10-12 00:43:24,777 - mmaction - INFO - Epoch [18][4940/5010] lr: 7.500e-03, eta: 1 day, 22:01:57, time: 0.949, data_time: 0.002, memory: 10398, top1_acc: 0.6219, top5_acc: 0.8458, loss_cls: 1.5696, loss: 1.5696, grad_norm: 6.0022 2020-10-12 00:43:45,479 - mmaction - INFO - Epoch [18][4960/5010] lr: 7.500e-03, eta: 1 day, 22:01:36, time: 1.035, data_time: 0.002, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8281, loss_cls: 1.6207, loss: 1.6207, grad_norm: 5.9499 2020-10-12 00:44:05,371 - mmaction - INFO - Epoch [18][4980/5010] lr: 7.500e-03, eta: 1 day, 22:01:14, time: 0.994, data_time: 0.005, memory: 10398, top1_acc: 0.6260, top5_acc: 0.8312, loss_cls: 1.5866, loss: 1.5866, grad_norm: 5.9521 2020-10-12 00:44:25,023 - mmaction - INFO - Epoch [18][5000/5010] lr: 7.500e-03, eta: 1 day, 22:00:52, time: 0.983, data_time: 0.004, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8396, loss_cls: 1.5809, loss: 1.5809, grad_norm: 5.7894 2020-10-12 00:45:09,515 - mmaction - INFO - Epoch [19][20/5010] lr: 7.500e-03, eta: 1 day, 22:00:27, time: 1.710, data_time: 0.853, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8333, loss_cls: 1.6052, loss: 1.6052, grad_norm: 5.8697 2020-10-12 00:45:27,036 - mmaction - INFO - Epoch [19][40/5010] lr: 7.500e-03, eta: 1 day, 22:00:00, time: 0.876, data_time: 0.003, memory: 10398, top1_acc: 0.6552, top5_acc: 0.8365, loss_cls: 1.5049, loss: 1.5049, grad_norm: 5.6172 2020-10-12 00:45:45,936 - mmaction - INFO - Epoch [19][60/5010] lr: 7.500e-03, eta: 1 day, 21:59:37, time: 0.945, data_time: 0.002, memory: 10398, top1_acc: 0.6208, top5_acc: 0.8396, loss_cls: 1.5157, loss: 1.5157, grad_norm: 5.7320 2020-10-12 00:46:06,959 - mmaction - INFO - Epoch [19][80/5010] lr: 7.500e-03, eta: 1 day, 21:59:16, time: 1.048, data_time: 0.005, memory: 10398, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.5408, loss: 1.5408, grad_norm: 6.1174 2020-10-12 00:46:26,527 - mmaction - INFO - Epoch [19][100/5010] lr: 7.500e-03, eta: 1 day, 21:58:54, time: 0.981, data_time: 0.007, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8156, loss_cls: 1.6338, loss: 1.6338, grad_norm: 5.9141 2020-10-12 00:46:46,888 - mmaction - INFO - Epoch [19][120/5010] lr: 7.500e-03, eta: 1 day, 21:58:33, time: 1.019, data_time: 0.003, memory: 10398, top1_acc: 0.6479, top5_acc: 0.8490, loss_cls: 1.4747, loss: 1.4747, grad_norm: 5.6733 2020-10-12 00:47:07,335 - mmaction - INFO - Epoch [19][140/5010] lr: 7.500e-03, eta: 1 day, 21:58:12, time: 1.020, data_time: 0.006, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8458, loss_cls: 1.5578, loss: 1.5578, grad_norm: 5.9575 2020-10-12 00:47:27,434 - mmaction - INFO - Epoch [19][160/5010] lr: 7.500e-03, eta: 1 day, 21:57:50, time: 1.007, data_time: 0.007, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8406, loss_cls: 1.5537, loss: 1.5537, grad_norm: 5.9584 2020-10-12 00:47:47,505 - mmaction - INFO - Epoch [19][180/5010] lr: 7.500e-03, eta: 1 day, 21:57:28, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.6469, top5_acc: 0.8646, loss_cls: 1.4703, loss: 1.4703, grad_norm: 5.8926 2020-10-12 00:48:07,452 - mmaction - INFO - Epoch [19][200/5010] lr: 7.500e-03, eta: 1 day, 21:57:06, time: 0.995, data_time: 0.004, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8583, loss_cls: 1.4872, loss: 1.4872, grad_norm: 6.0047 2020-10-12 00:48:28,586 - mmaction - INFO - Epoch [19][220/5010] lr: 7.500e-03, eta: 1 day, 21:56:47, time: 1.059, data_time: 0.008, memory: 10398, top1_acc: 0.6250, top5_acc: 0.8531, loss_cls: 1.5006, loss: 1.5006, grad_norm: 5.8655 2020-10-12 00:48:47,552 - mmaction - INFO - Epoch [19][240/5010] lr: 7.500e-03, eta: 1 day, 21:56:23, time: 0.949, data_time: 0.002, memory: 10398, top1_acc: 0.6406, top5_acc: 0.8406, loss_cls: 1.5277, loss: 1.5277, grad_norm: 5.7138 2020-10-12 00:49:07,548 - mmaction - INFO - Epoch [19][260/5010] lr: 7.500e-03, eta: 1 day, 21:56:01, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.6188, top5_acc: 0.8333, loss_cls: 1.5425, loss: 1.5425, grad_norm: 5.7950 2020-10-12 00:49:27,144 - mmaction - INFO - Epoch [19][280/5010] lr: 7.500e-03, eta: 1 day, 21:55:39, time: 0.982, data_time: 0.006, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8427, loss_cls: 1.5763, loss: 1.5763, grad_norm: 6.0006 2020-10-12 00:49:48,121 - mmaction - INFO - Epoch [19][300/5010] lr: 7.500e-03, eta: 1 day, 21:55:18, time: 1.049, data_time: 0.002, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8198, loss_cls: 1.6640, loss: 1.6640, grad_norm: 6.0304 2020-10-12 00:50:07,901 - mmaction - INFO - Epoch [19][320/5010] lr: 7.500e-03, eta: 1 day, 21:54:56, time: 0.989, data_time: 0.006, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8260, loss_cls: 1.6496, loss: 1.6496, grad_norm: 6.0945 2020-10-12 00:50:27,981 - mmaction - INFO - Epoch [19][340/5010] lr: 7.500e-03, eta: 1 day, 21:54:35, time: 1.004, data_time: 0.002, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8323, loss_cls: 1.5895, loss: 1.5895, grad_norm: 6.1476 2020-10-12 00:50:49,011 - mmaction - INFO - Epoch [19][360/5010] lr: 7.500e-03, eta: 1 day, 21:54:15, time: 1.052, data_time: 0.002, memory: 10398, top1_acc: 0.5812, top5_acc: 0.8365, loss_cls: 1.6307, loss: 1.6307, grad_norm: 6.1389 2020-10-12 00:51:08,662 - mmaction - INFO - Epoch [19][380/5010] lr: 7.500e-03, eta: 1 day, 21:53:52, time: 0.981, data_time: 0.005, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8406, loss_cls: 1.5881, loss: 1.5881, grad_norm: 6.0821 2020-10-12 00:51:28,782 - mmaction - INFO - Epoch [19][400/5010] lr: 7.500e-03, eta: 1 day, 21:53:30, time: 1.008, data_time: 0.007, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8281, loss_cls: 1.5725, loss: 1.5725, grad_norm: 5.8693 2020-10-12 00:51:49,127 - mmaction - INFO - Epoch [19][420/5010] lr: 7.500e-03, eta: 1 day, 21:53:09, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8406, loss_cls: 1.5453, loss: 1.5453, grad_norm: 5.9410 2020-10-12 00:52:08,207 - mmaction - INFO - Epoch [19][440/5010] lr: 7.500e-03, eta: 1 day, 21:52:46, time: 0.950, data_time: 0.006, memory: 10398, top1_acc: 0.6333, top5_acc: 0.8406, loss_cls: 1.4955, loss: 1.4955, grad_norm: 5.8305 2020-10-12 00:52:28,099 - mmaction - INFO - Epoch [19][460/5010] lr: 7.500e-03, eta: 1 day, 21:52:24, time: 0.998, data_time: 0.007, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8177, loss_cls: 1.6286, loss: 1.6286, grad_norm: 5.9690 2020-10-12 00:52:49,885 - mmaction - INFO - Epoch [19][480/5010] lr: 7.500e-03, eta: 1 day, 21:52:05, time: 1.090, data_time: 0.002, memory: 10398, top1_acc: 0.5937, top5_acc: 0.8260, loss_cls: 1.6013, loss: 1.6013, grad_norm: 6.0576 2020-10-12 00:53:10,504 - mmaction - INFO - Epoch [19][500/5010] lr: 7.500e-03, eta: 1 day, 21:51:44, time: 1.031, data_time: 0.005, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8604, loss_cls: 1.5380, loss: 1.5380, grad_norm: 5.7849 2020-10-12 00:53:30,735 - mmaction - INFO - Epoch [19][520/5010] lr: 7.500e-03, eta: 1 day, 21:51:23, time: 1.012, data_time: 0.002, memory: 10398, top1_acc: 0.6260, top5_acc: 0.8500, loss_cls: 1.5464, loss: 1.5464, grad_norm: 5.9782 2020-10-12 00:53:51,217 - mmaction - INFO - Epoch [19][540/5010] lr: 7.500e-03, eta: 1 day, 21:51:02, time: 1.024, data_time: 0.002, memory: 10398, top1_acc: 0.6385, top5_acc: 0.8531, loss_cls: 1.4714, loss: 1.4714, grad_norm: 5.7458 2020-10-12 00:54:10,282 - mmaction - INFO - Epoch [19][560/5010] lr: 7.500e-03, eta: 1 day, 21:50:38, time: 0.951, data_time: 0.005, memory: 10398, top1_acc: 0.6302, top5_acc: 0.8521, loss_cls: 1.4622, loss: 1.4622, grad_norm: 5.8484 2020-10-12 00:54:30,715 - mmaction - INFO - Epoch [19][580/5010] lr: 7.500e-03, eta: 1 day, 21:50:17, time: 1.024, data_time: 0.007, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8312, loss_cls: 1.5594, loss: 1.5594, grad_norm: 5.9665 2020-10-12 00:54:51,132 - mmaction - INFO - Epoch [19][600/5010] lr: 7.500e-03, eta: 1 day, 21:49:56, time: 1.021, data_time: 0.002, memory: 10398, top1_acc: 0.6188, top5_acc: 0.8500, loss_cls: 1.4706, loss: 1.4706, grad_norm: 6.2622 2020-10-12 00:55:11,583 - mmaction - INFO - Epoch [19][620/5010] lr: 7.500e-03, eta: 1 day, 21:49:35, time: 1.022, data_time: 0.006, memory: 10398, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.4942, loss: 1.4942, grad_norm: 5.7178 2020-10-12 00:55:31,559 - mmaction - INFO - Epoch [19][640/5010] lr: 7.500e-03, eta: 1 day, 21:49:13, time: 0.997, data_time: 0.003, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8292, loss_cls: 1.6120, loss: 1.6120, grad_norm: 6.1593 2020-10-12 00:55:52,130 - mmaction - INFO - Epoch [19][660/5010] lr: 7.500e-03, eta: 1 day, 21:48:53, time: 1.031, data_time: 0.007, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8323, loss_cls: 1.6595, loss: 1.6595, grad_norm: 6.2130 2020-10-12 00:56:13,104 - mmaction - INFO - Epoch [19][680/5010] lr: 7.500e-03, eta: 1 day, 21:48:32, time: 1.045, data_time: 0.005, memory: 10398, top1_acc: 0.6240, top5_acc: 0.8354, loss_cls: 1.4990, loss: 1.4990, grad_norm: 5.9273 2020-10-12 00:56:33,167 - mmaction - INFO - Epoch [19][700/5010] lr: 7.500e-03, eta: 1 day, 21:48:11, time: 1.007, data_time: 0.008, memory: 10398, top1_acc: 0.6469, top5_acc: 0.8396, loss_cls: 1.4999, loss: 1.4999, grad_norm: 6.0833 2020-10-12 00:56:52,528 - mmaction - INFO - Epoch [19][720/5010] lr: 7.500e-03, eta: 1 day, 21:47:48, time: 0.968, data_time: 0.002, memory: 10398, top1_acc: 0.6208, top5_acc: 0.8406, loss_cls: 1.5491, loss: 1.5491, grad_norm: 5.7396 2020-10-12 00:57:12,336 - mmaction - INFO - Epoch [19][740/5010] lr: 7.500e-03, eta: 1 day, 21:47:26, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8302, loss_cls: 1.6163, loss: 1.6163, grad_norm: 6.3413 2020-10-12 00:57:33,164 - mmaction - INFO - Epoch [19][760/5010] lr: 7.500e-03, eta: 1 day, 21:47:05, time: 1.043, data_time: 0.006, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8479, loss_cls: 1.5107, loss: 1.5107, grad_norm: 5.8379 2020-10-12 00:57:52,486 - mmaction - INFO - Epoch [19][780/5010] lr: 7.500e-03, eta: 1 day, 21:46:42, time: 0.966, data_time: 0.002, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8344, loss_cls: 1.5601, loss: 1.5601, grad_norm: 5.9312 2020-10-12 00:58:12,098 - mmaction - INFO - Epoch [19][800/5010] lr: 7.500e-03, eta: 1 day, 21:46:20, time: 0.980, data_time: 0.005, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8063, loss_cls: 1.6657, loss: 1.6657, grad_norm: 6.2094 2020-10-12 00:58:32,693 - mmaction - INFO - Epoch [19][820/5010] lr: 7.500e-03, eta: 1 day, 21:45:59, time: 1.030, data_time: 0.006, memory: 10398, top1_acc: 0.6594, top5_acc: 0.8500, loss_cls: 1.4560, loss: 1.4560, grad_norm: 5.8982 2020-10-12 00:58:52,760 - mmaction - INFO - Epoch [19][840/5010] lr: 7.500e-03, eta: 1 day, 21:45:37, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.6438, top5_acc: 0.8573, loss_cls: 1.4704, loss: 1.4704, grad_norm: 5.9433 2020-10-12 00:59:13,614 - mmaction - INFO - Epoch [19][860/5010] lr: 7.500e-03, eta: 1 day, 21:45:17, time: 1.040, data_time: 0.006, memory: 10398, top1_acc: 0.6208, top5_acc: 0.8292, loss_cls: 1.5695, loss: 1.5695, grad_norm: 6.0934 2020-10-12 00:59:34,439 - mmaction - INFO - Epoch [19][880/5010] lr: 7.500e-03, eta: 1 day, 21:44:57, time: 1.044, data_time: 0.006, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8281, loss_cls: 1.5845, loss: 1.5845, grad_norm: 6.3897 2020-10-12 00:59:54,811 - mmaction - INFO - Epoch [19][900/5010] lr: 7.500e-03, eta: 1 day, 21:44:36, time: 1.018, data_time: 0.002, memory: 10398, top1_acc: 0.6063, top5_acc: 0.8323, loss_cls: 1.6304, loss: 1.6304, grad_norm: 6.1302 2020-10-12 01:00:19,829 - mmaction - INFO - Epoch [19][920/5010] lr: 7.500e-03, eta: 1 day, 21:44:22, time: 1.242, data_time: 0.008, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8250, loss_cls: 1.5798, loss: 1.5798, grad_norm: 5.9356 2020-10-12 01:00:39,066 - mmaction - INFO - Epoch [19][940/5010] lr: 7.500e-03, eta: 1 day, 21:43:59, time: 0.970, data_time: 0.021, memory: 10398, top1_acc: 0.6219, top5_acc: 0.8479, loss_cls: 1.4682, loss: 1.4682, grad_norm: 5.8990 2020-10-12 01:00:59,001 - mmaction - INFO - Epoch [19][960/5010] lr: 7.500e-03, eta: 1 day, 21:43:37, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.6063, top5_acc: 0.8375, loss_cls: 1.5948, loss: 1.5948, grad_norm: 6.0714 2020-10-12 01:01:19,180 - mmaction - INFO - Epoch [19][980/5010] lr: 7.500e-03, eta: 1 day, 21:43:16, time: 1.010, data_time: 0.004, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8427, loss_cls: 1.5327, loss: 1.5327, grad_norm: 5.9901 2020-10-12 01:01:39,572 - mmaction - INFO - Epoch [19][1000/5010] lr: 7.500e-03, eta: 1 day, 21:42:55, time: 1.020, data_time: 0.005, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8260, loss_cls: 1.6064, loss: 1.6064, grad_norm: 5.9795 2020-10-12 01:01:59,602 - mmaction - INFO - Epoch [19][1020/5010] lr: 7.500e-03, eta: 1 day, 21:42:33, time: 1.001, data_time: 0.006, memory: 10398, top1_acc: 0.6427, top5_acc: 0.8490, loss_cls: 1.4729, loss: 1.4729, grad_norm: 5.9208 2020-10-12 01:02:19,208 - mmaction - INFO - Epoch [19][1040/5010] lr: 7.500e-03, eta: 1 day, 21:42:10, time: 0.978, data_time: 0.008, memory: 10398, top1_acc: 0.6250, top5_acc: 0.8302, loss_cls: 1.5879, loss: 1.5879, grad_norm: 6.0407 2020-10-12 01:02:38,823 - mmaction - INFO - Epoch [19][1060/5010] lr: 7.500e-03, eta: 1 day, 21:41:48, time: 0.983, data_time: 0.008, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8167, loss_cls: 1.6333, loss: 1.6333, grad_norm: 5.9902 2020-10-12 01:02:58,485 - mmaction - INFO - Epoch [19][1080/5010] lr: 7.500e-03, eta: 1 day, 21:41:26, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8417, loss_cls: 1.5645, loss: 1.5645, grad_norm: 6.0020 2020-10-12 01:03:18,326 - mmaction - INFO - Epoch [19][1100/5010] lr: 7.500e-03, eta: 1 day, 21:41:03, time: 0.989, data_time: 0.006, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8198, loss_cls: 1.6387, loss: 1.6387, grad_norm: 6.1316 2020-10-12 01:03:39,686 - mmaction - INFO - Epoch [19][1120/5010] lr: 7.500e-03, eta: 1 day, 21:40:44, time: 1.071, data_time: 0.008, memory: 10398, top1_acc: 0.6208, top5_acc: 0.8219, loss_cls: 1.5918, loss: 1.5918, grad_norm: 6.1033 2020-10-12 01:03:58,801 - mmaction - INFO - Epoch [19][1140/5010] lr: 7.500e-03, eta: 1 day, 21:40:21, time: 0.954, data_time: 0.005, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8344, loss_cls: 1.6227, loss: 1.6227, grad_norm: 6.1565 2020-10-12 01:04:18,504 - mmaction - INFO - Epoch [19][1160/5010] lr: 7.500e-03, eta: 1 day, 21:39:58, time: 0.987, data_time: 0.006, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8583, loss_cls: 1.5083, loss: 1.5083, grad_norm: 5.9576 2020-10-12 01:04:39,090 - mmaction - INFO - Epoch [19][1180/5010] lr: 7.500e-03, eta: 1 day, 21:39:38, time: 1.029, data_time: 0.005, memory: 10398, top1_acc: 0.6354, top5_acc: 0.8375, loss_cls: 1.5059, loss: 1.5059, grad_norm: 5.9537 2020-10-12 01:04:59,294 - mmaction - INFO - Epoch [19][1200/5010] lr: 7.500e-03, eta: 1 day, 21:39:16, time: 1.007, data_time: 0.006, memory: 10398, top1_acc: 0.6187, top5_acc: 0.8469, loss_cls: 1.5366, loss: 1.5366, grad_norm: 5.8322 2020-10-12 01:05:20,293 - mmaction - INFO - Epoch [19][1220/5010] lr: 7.500e-03, eta: 1 day, 21:38:56, time: 1.053, data_time: 0.007, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8437, loss_cls: 1.5519, loss: 1.5519, grad_norm: 5.9142 2020-10-12 01:05:39,999 - mmaction - INFO - Epoch [19][1240/5010] lr: 7.500e-03, eta: 1 day, 21:38:34, time: 0.985, data_time: 0.004, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8292, loss_cls: 1.5869, loss: 1.5869, grad_norm: 6.0486 2020-10-12 01:06:00,237 - mmaction - INFO - Epoch [19][1260/5010] lr: 7.500e-03, eta: 1 day, 21:38:12, time: 1.012, data_time: 0.007, memory: 10398, top1_acc: 0.6187, top5_acc: 0.8458, loss_cls: 1.5123, loss: 1.5123, grad_norm: 6.1296 2020-10-12 01:06:20,091 - mmaction - INFO - Epoch [19][1280/5010] lr: 7.500e-03, eta: 1 day, 21:37:50, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8281, loss_cls: 1.6634, loss: 1.6634, grad_norm: 6.0993 2020-10-12 01:06:40,038 - mmaction - INFO - Epoch [19][1300/5010] lr: 7.500e-03, eta: 1 day, 21:37:28, time: 0.998, data_time: 0.005, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8438, loss_cls: 1.5760, loss: 1.5760, grad_norm: 5.9160 2020-10-12 01:06:59,876 - mmaction - INFO - Epoch [19][1320/5010] lr: 7.500e-03, eta: 1 day, 21:37:06, time: 0.988, data_time: 0.004, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8146, loss_cls: 1.6704, loss: 1.6704, grad_norm: 6.1507 2020-10-12 01:07:20,878 - mmaction - INFO - Epoch [19][1340/5010] lr: 7.500e-03, eta: 1 day, 21:36:46, time: 1.054, data_time: 0.008, memory: 10398, top1_acc: 0.6219, top5_acc: 0.8417, loss_cls: 1.5173, loss: 1.5173, grad_norm: 5.6484 2020-10-12 01:07:41,080 - mmaction - INFO - Epoch [19][1360/5010] lr: 7.500e-03, eta: 1 day, 21:36:25, time: 1.005, data_time: 0.004, memory: 10398, top1_acc: 0.6271, top5_acc: 0.8375, loss_cls: 1.4970, loss: 1.4970, grad_norm: 5.6471 2020-10-12 01:08:00,687 - mmaction - INFO - Epoch [19][1380/5010] lr: 7.500e-03, eta: 1 day, 21:36:02, time: 0.985, data_time: 0.009, memory: 10398, top1_acc: 0.6417, top5_acc: 0.8500, loss_cls: 1.4916, loss: 1.4916, grad_norm: 5.7900 2020-10-12 01:08:21,677 - mmaction - INFO - Epoch [19][1400/5010] lr: 7.500e-03, eta: 1 day, 21:35:42, time: 1.049, data_time: 0.005, memory: 10398, top1_acc: 0.6417, top5_acc: 0.8396, loss_cls: 1.4779, loss: 1.4779, grad_norm: 5.9345 2020-10-12 01:08:41,363 - mmaction - INFO - Epoch [19][1420/5010] lr: 7.500e-03, eta: 1 day, 21:35:20, time: 0.985, data_time: 0.003, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8156, loss_cls: 1.6383, loss: 1.6383, grad_norm: 6.2223 2020-10-12 01:09:02,182 - mmaction - INFO - Epoch [19][1440/5010] lr: 7.500e-03, eta: 1 day, 21:35:00, time: 1.039, data_time: 0.004, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8344, loss_cls: 1.6039, loss: 1.6039, grad_norm: 6.0059 2020-10-12 01:09:22,405 - mmaction - INFO - Epoch [19][1460/5010] lr: 7.500e-03, eta: 1 day, 21:34:38, time: 1.013, data_time: 0.008, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8260, loss_cls: 1.5968, loss: 1.5968, grad_norm: 5.8596 2020-10-12 01:09:42,956 - mmaction - INFO - Epoch [19][1480/5010] lr: 7.500e-03, eta: 1 day, 21:34:17, time: 1.027, data_time: 0.002, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8458, loss_cls: 1.5503, loss: 1.5503, grad_norm: 6.1582 2020-10-12 01:10:02,534 - mmaction - INFO - Epoch [19][1500/5010] lr: 7.500e-03, eta: 1 day, 21:33:55, time: 0.976, data_time: 0.005, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8438, loss_cls: 1.5429, loss: 1.5429, grad_norm: 5.8698 2020-10-12 01:10:22,317 - mmaction - INFO - Epoch [19][1520/5010] lr: 7.500e-03, eta: 1 day, 21:33:33, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.6208, top5_acc: 0.8479, loss_cls: 1.5106, loss: 1.5106, grad_norm: 5.9262 2020-10-12 01:10:42,598 - mmaction - INFO - Epoch [19][1540/5010] lr: 7.500e-03, eta: 1 day, 21:33:11, time: 1.014, data_time: 0.003, memory: 10398, top1_acc: 0.6490, top5_acc: 0.8438, loss_cls: 1.4552, loss: 1.4552, grad_norm: 5.9260 2020-10-12 01:11:02,821 - mmaction - INFO - Epoch [19][1560/5010] lr: 7.500e-03, eta: 1 day, 21:32:50, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8302, loss_cls: 1.5795, loss: 1.5795, grad_norm: 5.9720 2020-10-12 01:11:23,671 - mmaction - INFO - Epoch [19][1580/5010] lr: 7.500e-03, eta: 1 day, 21:32:30, time: 1.045, data_time: 0.008, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8271, loss_cls: 1.6227, loss: 1.6227, grad_norm: 6.2349 2020-10-12 01:11:43,625 - mmaction - INFO - Epoch [19][1600/5010] lr: 7.500e-03, eta: 1 day, 21:32:08, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8271, loss_cls: 1.5796, loss: 1.5796, grad_norm: 5.9085 2020-10-12 01:12:03,083 - mmaction - INFO - Epoch [19][1620/5010] lr: 7.500e-03, eta: 1 day, 21:31:45, time: 0.973, data_time: 0.003, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8396, loss_cls: 1.6152, loss: 1.6152, grad_norm: 6.0811 2020-10-12 01:12:24,309 - mmaction - INFO - Epoch [19][1640/5010] lr: 7.500e-03, eta: 1 day, 21:31:25, time: 1.062, data_time: 0.002, memory: 10398, top1_acc: 0.6458, top5_acc: 0.8333, loss_cls: 1.4908, loss: 1.4908, grad_norm: 5.9608 2020-10-12 01:12:44,922 - mmaction - INFO - Epoch [19][1660/5010] lr: 7.500e-03, eta: 1 day, 21:31:05, time: 1.030, data_time: 0.002, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8271, loss_cls: 1.6123, loss: 1.6123, grad_norm: 6.0322 2020-10-12 01:13:06,218 - mmaction - INFO - Epoch [19][1680/5010] lr: 7.500e-03, eta: 1 day, 21:30:45, time: 1.065, data_time: 0.005, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8219, loss_cls: 1.6637, loss: 1.6637, grad_norm: 5.9745 2020-10-12 01:13:25,692 - mmaction - INFO - Epoch [19][1700/5010] lr: 7.500e-03, eta: 1 day, 21:30:22, time: 0.973, data_time: 0.002, memory: 10398, top1_acc: 0.6375, top5_acc: 0.8323, loss_cls: 1.4962, loss: 1.4962, grad_norm: 5.7557 2020-10-12 01:13:45,292 - mmaction - INFO - Epoch [19][1720/5010] lr: 7.500e-03, eta: 1 day, 21:30:00, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.6344, top5_acc: 0.8490, loss_cls: 1.4991, loss: 1.4991, grad_norm: 5.9283 2020-10-12 01:14:05,362 - mmaction - INFO - Epoch [19][1740/5010] lr: 7.500e-03, eta: 1 day, 21:29:38, time: 1.000, data_time: 0.005, memory: 10398, top1_acc: 0.6188, top5_acc: 0.8271, loss_cls: 1.5553, loss: 1.5553, grad_norm: 5.9536 2020-10-12 01:14:26,032 - mmaction - INFO - Epoch [19][1760/5010] lr: 7.500e-03, eta: 1 day, 21:29:18, time: 1.036, data_time: 0.008, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8375, loss_cls: 1.5918, loss: 1.5918, grad_norm: 6.1412 2020-10-12 01:14:45,245 - mmaction - INFO - Epoch [19][1780/5010] lr: 7.500e-03, eta: 1 day, 21:28:54, time: 0.961, data_time: 0.003, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8333, loss_cls: 1.5723, loss: 1.5723, grad_norm: 5.9411 2020-10-12 01:15:06,301 - mmaction - INFO - Epoch [19][1800/5010] lr: 7.500e-03, eta: 1 day, 21:28:34, time: 1.050, data_time: 0.005, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8177, loss_cls: 1.6144, loss: 1.6144, grad_norm: 6.1118 2020-10-12 01:15:25,939 - mmaction - INFO - Epoch [19][1820/5010] lr: 7.500e-03, eta: 1 day, 21:28:12, time: 0.984, data_time: 0.004, memory: 10398, top1_acc: 0.6208, top5_acc: 0.8292, loss_cls: 1.5600, loss: 1.5600, grad_norm: 5.9696 2020-10-12 01:15:46,220 - mmaction - INFO - Epoch [19][1840/5010] lr: 7.500e-03, eta: 1 day, 21:27:51, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.6302, top5_acc: 0.8427, loss_cls: 1.5293, loss: 1.5293, grad_norm: 6.0674 2020-10-12 01:16:07,113 - mmaction - INFO - Epoch [19][1860/5010] lr: 7.500e-03, eta: 1 day, 21:27:30, time: 1.043, data_time: 0.006, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8302, loss_cls: 1.6214, loss: 1.6214, grad_norm: 6.0794 2020-10-12 01:16:26,671 - mmaction - INFO - Epoch [19][1880/5010] lr: 7.500e-03, eta: 1 day, 21:27:08, time: 0.980, data_time: 0.007, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8448, loss_cls: 1.5433, loss: 1.5433, grad_norm: 5.8330 2020-10-12 01:16:47,370 - mmaction - INFO - Epoch [19][1900/5010] lr: 7.500e-03, eta: 1 day, 21:26:47, time: 1.035, data_time: 0.002, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8333, loss_cls: 1.6161, loss: 1.6161, grad_norm: 6.0937 2020-10-12 01:17:07,240 - mmaction - INFO - Epoch [19][1920/5010] lr: 7.500e-03, eta: 1 day, 21:26:25, time: 0.994, data_time: 0.004, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8427, loss_cls: 1.5585, loss: 1.5585, grad_norm: 6.2160 2020-10-12 01:17:27,738 - mmaction - INFO - Epoch [19][1940/5010] lr: 7.500e-03, eta: 1 day, 21:26:04, time: 1.025, data_time: 0.006, memory: 10398, top1_acc: 0.6271, top5_acc: 0.8281, loss_cls: 1.5849, loss: 1.5849, grad_norm: 5.6921 2020-10-12 01:17:47,808 - mmaction - INFO - Epoch [19][1960/5010] lr: 7.500e-03, eta: 1 day, 21:25:43, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.6292, top5_acc: 0.8323, loss_cls: 1.5612, loss: 1.5612, grad_norm: 5.8517 2020-10-12 01:18:07,205 - mmaction - INFO - Epoch [19][1980/5010] lr: 7.500e-03, eta: 1 day, 21:25:20, time: 0.968, data_time: 0.006, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8240, loss_cls: 1.6451, loss: 1.6451, grad_norm: 6.1822 2020-10-12 01:18:27,124 - mmaction - INFO - Epoch [19][2000/5010] lr: 7.500e-03, eta: 1 day, 21:24:58, time: 0.998, data_time: 0.006, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8146, loss_cls: 1.6440, loss: 1.6440, grad_norm: 5.7919 2020-10-12 01:18:46,654 - mmaction - INFO - Epoch [19][2020/5010] lr: 7.500e-03, eta: 1 day, 21:24:35, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.6333, top5_acc: 0.8375, loss_cls: 1.5453, loss: 1.5453, grad_norm: 5.8499 2020-10-12 01:19:07,409 - mmaction - INFO - Epoch [19][2040/5010] lr: 7.500e-03, eta: 1 day, 21:24:15, time: 1.036, data_time: 0.006, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8313, loss_cls: 1.6008, loss: 1.6008, grad_norm: 6.1959 2020-10-12 01:19:27,301 - mmaction - INFO - Epoch [19][2060/5010] lr: 7.500e-03, eta: 1 day, 21:23:53, time: 0.996, data_time: 0.006, memory: 10398, top1_acc: 0.5854, top5_acc: 0.8344, loss_cls: 1.6029, loss: 1.6029, grad_norm: 5.9094 2020-10-12 01:19:48,484 - mmaction - INFO - Epoch [19][2080/5010] lr: 7.500e-03, eta: 1 day, 21:23:33, time: 1.059, data_time: 0.002, memory: 10398, top1_acc: 0.6208, top5_acc: 0.8458, loss_cls: 1.5434, loss: 1.5434, grad_norm: 5.9473 2020-10-12 01:20:08,475 - mmaction - INFO - Epoch [19][2100/5010] lr: 7.500e-03, eta: 1 day, 21:23:11, time: 0.999, data_time: 0.006, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8292, loss_cls: 1.6133, loss: 1.6133, grad_norm: 6.0590 2020-10-12 01:20:27,791 - mmaction - INFO - Epoch [19][2120/5010] lr: 7.500e-03, eta: 1 day, 21:22:49, time: 0.967, data_time: 0.003, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8448, loss_cls: 1.5177, loss: 1.5177, grad_norm: 5.7927 2020-10-12 01:20:47,844 - mmaction - INFO - Epoch [19][2140/5010] lr: 7.500e-03, eta: 1 day, 21:22:27, time: 1.002, data_time: 0.002, memory: 10398, top1_acc: 0.6406, top5_acc: 0.8260, loss_cls: 1.5372, loss: 1.5372, grad_norm: 5.8027 2020-10-12 01:21:07,806 - mmaction - INFO - Epoch [19][2160/5010] lr: 7.500e-03, eta: 1 day, 21:22:05, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.5404, loss: 1.5404, grad_norm: 5.9741 2020-10-12 01:21:29,222 - mmaction - INFO - Epoch [19][2180/5010] lr: 7.500e-03, eta: 1 day, 21:21:46, time: 1.073, data_time: 0.005, memory: 10398, top1_acc: 0.5937, top5_acc: 0.8365, loss_cls: 1.6530, loss: 1.6530, grad_norm: 5.8662 2020-10-12 01:21:50,366 - mmaction - INFO - Epoch [19][2200/5010] lr: 7.500e-03, eta: 1 day, 21:21:26, time: 1.057, data_time: 0.003, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8302, loss_cls: 1.5713, loss: 1.5713, grad_norm: 6.0077 2020-10-12 01:22:10,278 - mmaction - INFO - Epoch [19][2220/5010] lr: 7.500e-03, eta: 1 day, 21:21:04, time: 0.995, data_time: 0.008, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8208, loss_cls: 1.6130, loss: 1.6130, grad_norm: 6.0603 2020-10-12 01:22:30,693 - mmaction - INFO - Epoch [19][2240/5010] lr: 7.500e-03, eta: 1 day, 21:20:43, time: 1.022, data_time: 0.003, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8552, loss_cls: 1.4845, loss: 1.4845, grad_norm: 5.8844 2020-10-12 01:22:50,899 - mmaction - INFO - Epoch [19][2260/5010] lr: 7.500e-03, eta: 1 day, 21:20:21, time: 1.009, data_time: 0.002, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8500, loss_cls: 1.5882, loss: 1.5882, grad_norm: 6.1227 2020-10-12 01:23:10,539 - mmaction - INFO - Epoch [19][2280/5010] lr: 7.500e-03, eta: 1 day, 21:19:59, time: 0.983, data_time: 0.006, memory: 10398, top1_acc: 0.6323, top5_acc: 0.8448, loss_cls: 1.4627, loss: 1.4627, grad_norm: 5.6045 2020-10-12 01:23:30,595 - mmaction - INFO - Epoch [19][2300/5010] lr: 7.500e-03, eta: 1 day, 21:19:37, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8208, loss_cls: 1.6953, loss: 1.6953, grad_norm: 6.0094 2020-10-12 01:23:50,889 - mmaction - INFO - Epoch [19][2320/5010] lr: 7.500e-03, eta: 1 day, 21:19:16, time: 1.015, data_time: 0.002, memory: 10398, top1_acc: 0.6188, top5_acc: 0.8313, loss_cls: 1.5733, loss: 1.5733, grad_norm: 5.7302 2020-10-12 01:24:10,863 - mmaction - INFO - Epoch [19][2340/5010] lr: 7.500e-03, eta: 1 day, 21:18:54, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8417, loss_cls: 1.5816, loss: 1.5816, grad_norm: 6.0149 2020-10-12 01:24:30,218 - mmaction - INFO - Epoch [19][2360/5010] lr: 7.500e-03, eta: 1 day, 21:18:31, time: 0.969, data_time: 0.007, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8188, loss_cls: 1.6909, loss: 1.6909, grad_norm: 6.0648 2020-10-12 01:24:51,184 - mmaction - INFO - Epoch [19][2380/5010] lr: 7.500e-03, eta: 1 day, 21:18:11, time: 1.049, data_time: 0.003, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8260, loss_cls: 1.5932, loss: 1.5932, grad_norm: 6.0219 2020-10-12 01:25:10,629 - mmaction - INFO - Epoch [19][2400/5010] lr: 7.500e-03, eta: 1 day, 21:17:49, time: 0.972, data_time: 0.005, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8406, loss_cls: 1.5724, loss: 1.5724, grad_norm: 5.5902 2020-10-12 01:25:30,694 - mmaction - INFO - Epoch [19][2420/5010] lr: 7.500e-03, eta: 1 day, 21:17:27, time: 1.003, data_time: 0.003, memory: 10398, top1_acc: 0.6240, top5_acc: 0.8333, loss_cls: 1.5673, loss: 1.5673, grad_norm: 5.8222 2020-10-12 01:25:51,216 - mmaction - INFO - Epoch [19][2440/5010] lr: 7.500e-03, eta: 1 day, 21:17:06, time: 1.026, data_time: 0.002, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8240, loss_cls: 1.6172, loss: 1.6172, grad_norm: 5.8901 2020-10-12 01:26:10,863 - mmaction - INFO - Epoch [19][2460/5010] lr: 7.500e-03, eta: 1 day, 21:16:44, time: 0.979, data_time: 0.006, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8375, loss_cls: 1.5831, loss: 1.5831, grad_norm: 6.0535 2020-10-12 01:26:31,443 - mmaction - INFO - Epoch [19][2480/5010] lr: 7.500e-03, eta: 1 day, 21:16:23, time: 1.030, data_time: 0.007, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8427, loss_cls: 1.5081, loss: 1.5081, grad_norm: 5.9952 2020-10-12 01:26:51,551 - mmaction - INFO - Epoch [19][2500/5010] lr: 7.500e-03, eta: 1 day, 21:16:01, time: 1.008, data_time: 0.008, memory: 10398, top1_acc: 0.6302, top5_acc: 0.8417, loss_cls: 1.5050, loss: 1.5050, grad_norm: 5.8258 2020-10-12 01:27:12,561 - mmaction - INFO - Epoch [19][2520/5010] lr: 7.500e-03, eta: 1 day, 21:15:41, time: 1.050, data_time: 0.006, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8260, loss_cls: 1.6133, loss: 1.6133, grad_norm: 6.1117 2020-10-12 01:27:32,130 - mmaction - INFO - Epoch [19][2540/5010] lr: 7.500e-03, eta: 1 day, 21:15:19, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.6260, top5_acc: 0.8469, loss_cls: 1.5387, loss: 1.5387, grad_norm: 5.8607 2020-10-12 01:27:52,227 - mmaction - INFO - Epoch [19][2560/5010] lr: 7.500e-03, eta: 1 day, 21:14:57, time: 1.005, data_time: 0.002, memory: 10398, top1_acc: 0.6302, top5_acc: 0.8458, loss_cls: 1.5239, loss: 1.5239, grad_norm: 5.9638 2020-10-12 01:28:12,394 - mmaction - INFO - Epoch [19][2580/5010] lr: 7.500e-03, eta: 1 day, 21:14:36, time: 1.006, data_time: 0.004, memory: 10398, top1_acc: 0.6313, top5_acc: 0.8427, loss_cls: 1.5665, loss: 1.5665, grad_norm: 6.0310 2020-10-12 01:28:32,606 - mmaction - INFO - Epoch [19][2600/5010] lr: 7.500e-03, eta: 1 day, 21:14:14, time: 1.012, data_time: 0.008, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8219, loss_cls: 1.5967, loss: 1.5967, grad_norm: 5.9019 2020-10-12 01:28:52,609 - mmaction - INFO - Epoch [19][2620/5010] lr: 7.500e-03, eta: 1 day, 21:13:53, time: 1.000, data_time: 0.002, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8448, loss_cls: 1.5690, loss: 1.5690, grad_norm: 6.0696 2020-10-12 01:29:12,609 - mmaction - INFO - Epoch [19][2640/5010] lr: 7.500e-03, eta: 1 day, 21:13:31, time: 0.998, data_time: 0.004, memory: 10398, top1_acc: 0.6188, top5_acc: 0.8260, loss_cls: 1.5897, loss: 1.5897, grad_norm: 5.9856 2020-10-12 01:29:33,399 - mmaction - INFO - Epoch [19][2660/5010] lr: 7.500e-03, eta: 1 day, 21:13:10, time: 1.041, data_time: 0.006, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8177, loss_cls: 1.6782, loss: 1.6782, grad_norm: 5.9706 2020-10-12 01:29:53,177 - mmaction - INFO - Epoch [19][2680/5010] lr: 7.500e-03, eta: 1 day, 21:12:48, time: 0.989, data_time: 0.002, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8187, loss_cls: 1.6272, loss: 1.6272, grad_norm: 6.0161 2020-10-12 01:30:13,248 - mmaction - INFO - Epoch [19][2700/5010] lr: 7.500e-03, eta: 1 day, 21:12:27, time: 1.001, data_time: 0.005, memory: 10398, top1_acc: 0.6500, top5_acc: 0.8354, loss_cls: 1.5453, loss: 1.5453, grad_norm: 6.0281 2020-10-12 01:30:33,805 - mmaction - INFO - Epoch [19][2720/5010] lr: 7.500e-03, eta: 1 day, 21:12:06, time: 1.030, data_time: 0.009, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8333, loss_cls: 1.5466, loss: 1.5466, grad_norm: 5.9603 2020-10-12 01:30:53,098 - mmaction - INFO - Epoch [19][2740/5010] lr: 7.500e-03, eta: 1 day, 21:11:43, time: 0.965, data_time: 0.003, memory: 10398, top1_acc: 0.6188, top5_acc: 0.8354, loss_cls: 1.5351, loss: 1.5351, grad_norm: 5.6667 2020-10-12 01:31:14,282 - mmaction - INFO - Epoch [19][2760/5010] lr: 7.500e-03, eta: 1 day, 21:11:23, time: 1.057, data_time: 0.006, memory: 10398, top1_acc: 0.6260, top5_acc: 0.8365, loss_cls: 1.5462, loss: 1.5462, grad_norm: 5.8581 2020-10-12 01:31:34,474 - mmaction - INFO - Epoch [19][2780/5010] lr: 7.500e-03, eta: 1 day, 21:11:02, time: 1.012, data_time: 0.008, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8292, loss_cls: 1.5464, loss: 1.5464, grad_norm: 5.9126 2020-10-12 01:31:53,660 - mmaction - INFO - Epoch [19][2800/5010] lr: 7.500e-03, eta: 1 day, 21:10:39, time: 0.959, data_time: 0.002, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8427, loss_cls: 1.5462, loss: 1.5462, grad_norm: 5.9954 2020-10-12 01:32:13,737 - mmaction - INFO - Epoch [19][2820/5010] lr: 7.500e-03, eta: 1 day, 21:10:17, time: 1.004, data_time: 0.003, memory: 10398, top1_acc: 0.6292, top5_acc: 0.8438, loss_cls: 1.5234, loss: 1.5234, grad_norm: 6.0266 2020-10-12 01:32:34,177 - mmaction - INFO - Epoch [19][2840/5010] lr: 7.500e-03, eta: 1 day, 21:09:56, time: 1.022, data_time: 0.005, memory: 10398, top1_acc: 0.6344, top5_acc: 0.8292, loss_cls: 1.5271, loss: 1.5271, grad_norm: 5.8005 2020-10-12 01:32:53,715 - mmaction - INFO - Epoch [19][2860/5010] lr: 7.500e-03, eta: 1 day, 21:09:33, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8417, loss_cls: 1.6261, loss: 1.6261, grad_norm: 6.0017 2020-10-12 01:33:14,182 - mmaction - INFO - Epoch [19][2880/5010] lr: 7.500e-03, eta: 1 day, 21:09:12, time: 1.022, data_time: 0.005, memory: 10398, top1_acc: 0.6323, top5_acc: 0.8542, loss_cls: 1.5142, loss: 1.5142, grad_norm: 5.9776 2020-10-12 01:33:34,429 - mmaction - INFO - Epoch [19][2900/5010] lr: 7.500e-03, eta: 1 day, 21:08:51, time: 1.014, data_time: 0.006, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8375, loss_cls: 1.5583, loss: 1.5583, grad_norm: 5.7932 2020-10-12 01:33:53,505 - mmaction - INFO - Epoch [19][2920/5010] lr: 7.500e-03, eta: 1 day, 21:08:28, time: 0.953, data_time: 0.002, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8240, loss_cls: 1.6372, loss: 1.6372, grad_norm: 6.0905 2020-10-12 01:34:13,820 - mmaction - INFO - Epoch [19][2940/5010] lr: 7.500e-03, eta: 1 day, 21:08:07, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.6250, top5_acc: 0.8240, loss_cls: 1.5983, loss: 1.5983, grad_norm: 6.0166 2020-10-12 01:34:33,323 - mmaction - INFO - Epoch [19][2960/5010] lr: 7.500e-03, eta: 1 day, 21:07:44, time: 0.978, data_time: 0.007, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8469, loss_cls: 1.6118, loss: 1.6118, grad_norm: 6.0846 2020-10-12 01:34:54,166 - mmaction - INFO - Epoch [19][2980/5010] lr: 7.500e-03, eta: 1 day, 21:07:24, time: 1.042, data_time: 0.002, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8208, loss_cls: 1.5967, loss: 1.5967, grad_norm: 5.8638 2020-10-12 01:35:13,700 - mmaction - INFO - Epoch [19][3000/5010] lr: 7.500e-03, eta: 1 day, 21:07:01, time: 0.974, data_time: 0.005, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8417, loss_cls: 1.5833, loss: 1.5833, grad_norm: 5.9854 2020-10-12 01:35:34,604 - mmaction - INFO - Epoch [19][3020/5010] lr: 7.500e-03, eta: 1 day, 21:06:41, time: 1.048, data_time: 0.008, memory: 10398, top1_acc: 0.6187, top5_acc: 0.8313, loss_cls: 1.5758, loss: 1.5758, grad_norm: 5.8275 2020-10-12 01:35:53,718 - mmaction - INFO - Epoch [19][3040/5010] lr: 7.500e-03, eta: 1 day, 21:06:18, time: 0.956, data_time: 0.002, memory: 10398, top1_acc: 0.6313, top5_acc: 0.8500, loss_cls: 1.5432, loss: 1.5432, grad_norm: 5.8099 2020-10-12 01:36:14,374 - mmaction - INFO - Epoch [19][3060/5010] lr: 7.500e-03, eta: 1 day, 21:05:57, time: 1.029, data_time: 0.006, memory: 10398, top1_acc: 0.6281, top5_acc: 0.8490, loss_cls: 1.5348, loss: 1.5348, grad_norm: 5.8581 2020-10-12 01:36:33,430 - mmaction - INFO - Epoch [19][3080/5010] lr: 7.500e-03, eta: 1 day, 21:05:34, time: 0.956, data_time: 0.008, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8188, loss_cls: 1.7215, loss: 1.7215, grad_norm: 6.0373 2020-10-12 01:36:54,114 - mmaction - INFO - Epoch [19][3100/5010] lr: 7.500e-03, eta: 1 day, 21:05:13, time: 1.035, data_time: 0.003, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8385, loss_cls: 1.5553, loss: 1.5553, grad_norm: 5.8842 2020-10-12 01:37:13,255 - mmaction - INFO - Epoch [19][3120/5010] lr: 7.500e-03, eta: 1 day, 21:04:50, time: 0.954, data_time: 0.005, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8115, loss_cls: 1.6579, loss: 1.6579, grad_norm: 5.9398 2020-10-12 01:37:32,634 - mmaction - INFO - Epoch [19][3140/5010] lr: 7.500e-03, eta: 1 day, 21:04:27, time: 0.971, data_time: 0.007, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8458, loss_cls: 1.5730, loss: 1.5730, grad_norm: 6.0846 2020-10-12 01:37:52,667 - mmaction - INFO - Epoch [19][3160/5010] lr: 7.500e-03, eta: 1 day, 21:04:06, time: 1.003, data_time: 0.003, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8448, loss_cls: 1.5787, loss: 1.5787, grad_norm: 6.0305 2020-10-12 01:38:12,178 - mmaction - INFO - Epoch [19][3180/5010] lr: 7.500e-03, eta: 1 day, 21:03:43, time: 0.973, data_time: 0.005, memory: 10398, top1_acc: 0.6188, top5_acc: 0.8417, loss_cls: 1.5209, loss: 1.5209, grad_norm: 5.7646 2020-10-12 01:38:32,138 - mmaction - INFO - Epoch [19][3200/5010] lr: 7.500e-03, eta: 1 day, 21:03:21, time: 1.000, data_time: 0.006, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8469, loss_cls: 1.5799, loss: 1.5799, grad_norm: 5.8864 2020-10-12 01:38:51,440 - mmaction - INFO - Epoch [19][3220/5010] lr: 7.500e-03, eta: 1 day, 21:02:58, time: 0.965, data_time: 0.002, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8427, loss_cls: 1.6118, loss: 1.6118, grad_norm: 6.0963 2020-10-12 01:39:12,147 - mmaction - INFO - Epoch [19][3240/5010] lr: 7.500e-03, eta: 1 day, 21:02:38, time: 1.033, data_time: 0.004, memory: 10398, top1_acc: 0.6271, top5_acc: 0.8500, loss_cls: 1.5090, loss: 1.5090, grad_norm: 5.9848 2020-10-12 01:39:33,052 - mmaction - INFO - Epoch [19][3260/5010] lr: 7.500e-03, eta: 1 day, 21:02:18, time: 1.046, data_time: 0.008, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8260, loss_cls: 1.6363, loss: 1.6363, grad_norm: 5.8369 2020-10-12 01:39:53,327 - mmaction - INFO - Epoch [19][3280/5010] lr: 7.500e-03, eta: 1 day, 21:01:56, time: 1.014, data_time: 0.003, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8406, loss_cls: 1.5709, loss: 1.5709, grad_norm: 5.9508 2020-10-12 01:40:13,221 - mmaction - INFO - Epoch [19][3300/5010] lr: 7.500e-03, eta: 1 day, 21:01:34, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8458, loss_cls: 1.5462, loss: 1.5462, grad_norm: 5.9346 2020-10-12 01:40:33,451 - mmaction - INFO - Epoch [19][3320/5010] lr: 7.500e-03, eta: 1 day, 21:01:13, time: 1.014, data_time: 0.007, memory: 10398, top1_acc: 0.6302, top5_acc: 0.8510, loss_cls: 1.4940, loss: 1.4940, grad_norm: 5.9044 2020-10-12 01:40:52,827 - mmaction - INFO - Epoch [19][3340/5010] lr: 7.500e-03, eta: 1 day, 21:00:50, time: 0.969, data_time: 0.003, memory: 10398, top1_acc: 0.6333, top5_acc: 0.8448, loss_cls: 1.5268, loss: 1.5268, grad_norm: 5.9239 2020-10-12 01:41:13,072 - mmaction - INFO - Epoch [19][3360/5010] lr: 7.500e-03, eta: 1 day, 21:00:29, time: 1.012, data_time: 0.004, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8208, loss_cls: 1.6412, loss: 1.6412, grad_norm: 5.9834 2020-10-12 01:41:33,239 - mmaction - INFO - Epoch [19][3380/5010] lr: 7.500e-03, eta: 1 day, 21:00:07, time: 1.008, data_time: 0.007, memory: 10398, top1_acc: 0.6323, top5_acc: 0.8552, loss_cls: 1.4916, loss: 1.4916, grad_norm: 5.7768 2020-10-12 01:41:52,468 - mmaction - INFO - Epoch [19][3400/5010] lr: 7.500e-03, eta: 1 day, 20:59:44, time: 0.962, data_time: 0.002, memory: 10398, top1_acc: 0.6281, top5_acc: 0.8448, loss_cls: 1.5121, loss: 1.5121, grad_norm: 5.9231 2020-10-12 01:42:11,726 - mmaction - INFO - Epoch [19][3420/5010] lr: 7.500e-03, eta: 1 day, 20:59:21, time: 0.963, data_time: 0.005, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8302, loss_cls: 1.6462, loss: 1.6462, grad_norm: 6.2382 2020-10-12 01:42:31,777 - mmaction - INFO - Epoch [19][3440/5010] lr: 7.500e-03, eta: 1 day, 20:59:00, time: 0.998, data_time: 0.002, memory: 10398, top1_acc: 0.6375, top5_acc: 0.8646, loss_cls: 1.4447, loss: 1.4447, grad_norm: 6.0677 2020-10-12 01:42:51,074 - mmaction - INFO - Epoch [19][3460/5010] lr: 7.500e-03, eta: 1 day, 20:58:37, time: 0.969, data_time: 0.008, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8281, loss_cls: 1.6371, loss: 1.6371, grad_norm: 6.1732 2020-10-12 01:43:11,141 - mmaction - INFO - Epoch [19][3480/5010] lr: 7.500e-03, eta: 1 day, 20:58:15, time: 1.003, data_time: 0.006, memory: 10398, top1_acc: 0.6063, top5_acc: 0.8188, loss_cls: 1.5977, loss: 1.5977, grad_norm: 5.9906 2020-10-12 01:43:31,452 - mmaction - INFO - Epoch [19][3500/5010] lr: 7.500e-03, eta: 1 day, 20:57:54, time: 1.015, data_time: 0.002, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8250, loss_cls: 1.6404, loss: 1.6404, grad_norm: 5.9929 2020-10-12 01:43:50,421 - mmaction - INFO - Epoch [19][3520/5010] lr: 7.500e-03, eta: 1 day, 20:57:31, time: 0.949, data_time: 0.004, memory: 10398, top1_acc: 0.6354, top5_acc: 0.8417, loss_cls: 1.5316, loss: 1.5316, grad_norm: 5.7092 2020-10-12 01:44:10,536 - mmaction - INFO - Epoch [19][3540/5010] lr: 7.500e-03, eta: 1 day, 20:57:09, time: 1.004, data_time: 0.004, memory: 10398, top1_acc: 0.6240, top5_acc: 0.8552, loss_cls: 1.4963, loss: 1.4963, grad_norm: 5.9170 2020-10-12 01:44:29,809 - mmaction - INFO - Epoch [19][3560/5010] lr: 7.500e-03, eta: 1 day, 20:56:46, time: 0.965, data_time: 0.006, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8271, loss_cls: 1.5639, loss: 1.5639, grad_norm: 5.8699 2020-10-12 01:44:49,353 - mmaction - INFO - Epoch [19][3580/5010] lr: 7.500e-03, eta: 1 day, 20:56:24, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.6302, top5_acc: 0.8490, loss_cls: 1.4788, loss: 1.4788, grad_norm: 5.7494 2020-10-12 01:45:09,064 - mmaction - INFO - Epoch [19][3600/5010] lr: 7.500e-03, eta: 1 day, 20:56:02, time: 0.985, data_time: 0.004, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8271, loss_cls: 1.6502, loss: 1.6502, grad_norm: 6.1882 2020-10-12 01:45:29,510 - mmaction - INFO - Epoch [19][3620/5010] lr: 7.500e-03, eta: 1 day, 20:55:41, time: 1.022, data_time: 0.002, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8260, loss_cls: 1.6303, loss: 1.6303, grad_norm: 5.9402 2020-10-12 01:45:48,570 - mmaction - INFO - Epoch [19][3640/5010] lr: 7.500e-03, eta: 1 day, 20:55:17, time: 0.953, data_time: 0.002, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8469, loss_cls: 1.5606, loss: 1.5606, grad_norm: 5.9556 2020-10-12 01:46:08,752 - mmaction - INFO - Epoch [19][3660/5010] lr: 7.500e-03, eta: 1 day, 20:54:56, time: 1.007, data_time: 0.005, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8240, loss_cls: 1.6817, loss: 1.6817, grad_norm: 6.1506 2020-10-12 01:46:29,177 - mmaction - INFO - Epoch [19][3680/5010] lr: 7.500e-03, eta: 1 day, 20:54:35, time: 1.023, data_time: 0.008, memory: 10398, top1_acc: 0.6333, top5_acc: 0.8510, loss_cls: 1.4885, loss: 1.4885, grad_norm: 5.8401 2020-10-12 01:46:48,032 - mmaction - INFO - Epoch [19][3700/5010] lr: 7.500e-03, eta: 1 day, 20:54:11, time: 0.943, data_time: 0.002, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8302, loss_cls: 1.6417, loss: 1.6417, grad_norm: 6.0534 2020-10-12 01:47:08,222 - mmaction - INFO - Epoch [19][3720/5010] lr: 7.500e-03, eta: 1 day, 20:53:50, time: 1.007, data_time: 0.005, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8219, loss_cls: 1.6379, loss: 1.6379, grad_norm: 6.2026 2020-10-12 01:47:27,967 - mmaction - INFO - Epoch [19][3740/5010] lr: 7.500e-03, eta: 1 day, 20:53:28, time: 0.989, data_time: 0.007, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8396, loss_cls: 1.5648, loss: 1.5648, grad_norm: 5.6938 2020-10-12 01:47:47,251 - mmaction - INFO - Epoch [19][3760/5010] lr: 7.500e-03, eta: 1 day, 20:53:05, time: 0.964, data_time: 0.003, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8292, loss_cls: 1.6703, loss: 1.6703, grad_norm: 5.9167 2020-10-12 01:48:07,336 - mmaction - INFO - Epoch [19][3780/5010] lr: 7.500e-03, eta: 1 day, 20:52:43, time: 1.001, data_time: 0.006, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8052, loss_cls: 1.7351, loss: 1.7351, grad_norm: 5.7452 2020-10-12 01:48:27,717 - mmaction - INFO - Epoch [19][3800/5010] lr: 7.500e-03, eta: 1 day, 20:52:22, time: 1.023, data_time: 0.008, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8302, loss_cls: 1.5507, loss: 1.5507, grad_norm: 5.4936 2020-10-12 01:48:47,171 - mmaction - INFO - Epoch [19][3820/5010] lr: 7.500e-03, eta: 1 day, 20:52:00, time: 0.973, data_time: 0.002, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8229, loss_cls: 1.6766, loss: 1.6766, grad_norm: 6.0735 2020-10-12 01:49:07,697 - mmaction - INFO - Epoch [19][3840/5010] lr: 7.500e-03, eta: 1 day, 20:51:39, time: 1.022, data_time: 0.005, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8552, loss_cls: 1.4874, loss: 1.4874, grad_norm: 5.6948 2020-10-12 01:49:28,285 - mmaction - INFO - Epoch [19][3860/5010] lr: 7.500e-03, eta: 1 day, 20:51:18, time: 1.033, data_time: 0.008, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8292, loss_cls: 1.6368, loss: 1.6368, grad_norm: 6.1790 2020-10-12 01:49:47,104 - mmaction - INFO - Epoch [19][3880/5010] lr: 7.500e-03, eta: 1 day, 20:50:54, time: 0.941, data_time: 0.002, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8208, loss_cls: 1.7025, loss: 1.7025, grad_norm: 5.8627 2020-10-12 01:50:07,641 - mmaction - INFO - Epoch [19][3900/5010] lr: 7.500e-03, eta: 1 day, 20:50:33, time: 1.027, data_time: 0.005, memory: 10398, top1_acc: 0.6240, top5_acc: 0.8396, loss_cls: 1.5682, loss: 1.5682, grad_norm: 5.7438 2020-10-12 01:50:26,656 - mmaction - INFO - Epoch [19][3920/5010] lr: 7.500e-03, eta: 1 day, 20:50:10, time: 0.951, data_time: 0.002, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8240, loss_cls: 1.6156, loss: 1.6156, grad_norm: 6.1237 2020-10-12 01:50:46,791 - mmaction - INFO - Epoch [19][3940/5010] lr: 7.500e-03, eta: 1 day, 20:49:49, time: 1.007, data_time: 0.002, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8354, loss_cls: 1.5917, loss: 1.5917, grad_norm: 5.8741 2020-10-12 01:51:07,652 - mmaction - INFO - Epoch [19][3960/5010] lr: 7.500e-03, eta: 1 day, 20:49:28, time: 1.039, data_time: 0.005, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8396, loss_cls: 1.5857, loss: 1.5857, grad_norm: 6.0269 2020-10-12 01:51:27,087 - mmaction - INFO - Epoch [19][3980/5010] lr: 7.500e-03, eta: 1 day, 20:49:06, time: 0.976, data_time: 0.008, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8125, loss_cls: 1.7017, loss: 1.7017, grad_norm: 6.1811 2020-10-12 01:51:46,864 - mmaction - INFO - Epoch [19][4000/5010] lr: 7.500e-03, eta: 1 day, 20:48:44, time: 0.989, data_time: 0.002, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8385, loss_cls: 1.5467, loss: 1.5467, grad_norm: 6.2796 2020-10-12 01:52:06,628 - mmaction - INFO - Epoch [19][4020/5010] lr: 7.500e-03, eta: 1 day, 20:48:21, time: 0.985, data_time: 0.005, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8354, loss_cls: 1.6000, loss: 1.6000, grad_norm: 6.1868 2020-10-12 01:52:26,972 - mmaction - INFO - Epoch [19][4040/5010] lr: 7.500e-03, eta: 1 day, 20:48:00, time: 1.020, data_time: 0.008, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8281, loss_cls: 1.6652, loss: 1.6652, grad_norm: 6.1563 2020-10-12 01:52:45,920 - mmaction - INFO - Epoch [19][4060/5010] lr: 7.500e-03, eta: 1 day, 20:47:37, time: 0.947, data_time: 0.002, memory: 10398, top1_acc: 0.6385, top5_acc: 0.8333, loss_cls: 1.5019, loss: 1.5019, grad_norm: 5.8800 2020-10-12 01:53:05,712 - mmaction - INFO - Epoch [19][4080/5010] lr: 7.500e-03, eta: 1 day, 20:47:15, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8271, loss_cls: 1.5825, loss: 1.5825, grad_norm: 5.9165 2020-10-12 01:53:26,020 - mmaction - INFO - Epoch [19][4100/5010] lr: 7.500e-03, eta: 1 day, 20:46:54, time: 1.017, data_time: 0.003, memory: 10398, top1_acc: 0.6271, top5_acc: 0.8302, loss_cls: 1.6065, loss: 1.6065, grad_norm: 6.1236 2020-10-12 01:53:46,356 - mmaction - INFO - Epoch [19][4120/5010] lr: 7.500e-03, eta: 1 day, 20:46:33, time: 1.016, data_time: 0.002, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8302, loss_cls: 1.6127, loss: 1.6127, grad_norm: 6.0531 2020-10-12 01:54:05,474 - mmaction - INFO - Epoch [19][4140/5010] lr: 7.500e-03, eta: 1 day, 20:46:09, time: 0.956, data_time: 0.005, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8354, loss_cls: 1.6581, loss: 1.6581, grad_norm: 6.1053 2020-10-12 01:54:25,273 - mmaction - INFO - Epoch [19][4160/5010] lr: 7.500e-03, eta: 1 day, 20:45:47, time: 0.989, data_time: 0.006, memory: 10398, top1_acc: 0.6427, top5_acc: 0.8500, loss_cls: 1.4473, loss: 1.4473, grad_norm: 5.6701 2020-10-12 01:54:45,153 - mmaction - INFO - Epoch [19][4180/5010] lr: 7.500e-03, eta: 1 day, 20:45:25, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.6250, top5_acc: 0.8437, loss_cls: 1.5186, loss: 1.5186, grad_norm: 5.8443 2020-10-12 01:55:04,962 - mmaction - INFO - Epoch [19][4200/5010] lr: 7.500e-03, eta: 1 day, 20:45:03, time: 0.991, data_time: 0.005, memory: 10398, top1_acc: 0.6187, top5_acc: 0.8302, loss_cls: 1.5933, loss: 1.5933, grad_norm: 6.1953 2020-10-12 01:55:24,571 - mmaction - INFO - Epoch [19][4220/5010] lr: 7.500e-03, eta: 1 day, 20:44:41, time: 0.980, data_time: 0.003, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8229, loss_cls: 1.6652, loss: 1.6652, grad_norm: 6.1594 2020-10-12 01:55:44,265 - mmaction - INFO - Epoch [19][4240/5010] lr: 7.500e-03, eta: 1 day, 20:44:19, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8437, loss_cls: 1.5174, loss: 1.5174, grad_norm: 5.7788 2020-10-12 01:56:03,849 - mmaction - INFO - Epoch [19][4260/5010] lr: 7.500e-03, eta: 1 day, 20:43:57, time: 0.979, data_time: 0.002, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8115, loss_cls: 1.6660, loss: 1.6660, grad_norm: 5.9921 2020-10-12 01:56:24,028 - mmaction - INFO - Epoch [19][4280/5010] lr: 7.500e-03, eta: 1 day, 20:43:35, time: 1.009, data_time: 0.002, memory: 10398, top1_acc: 0.5885, top5_acc: 0.8396, loss_cls: 1.6044, loss: 1.6044, grad_norm: 6.2041 2020-10-12 01:56:43,614 - mmaction - INFO - Epoch [19][4300/5010] lr: 7.500e-03, eta: 1 day, 20:43:13, time: 0.979, data_time: 0.002, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8385, loss_cls: 1.5860, loss: 1.5860, grad_norm: 5.8979 2020-10-12 01:57:04,559 - mmaction - INFO - Epoch [19][4320/5010] lr: 7.500e-03, eta: 1 day, 20:42:53, time: 1.044, data_time: 0.006, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8396, loss_cls: 1.5764, loss: 1.5764, grad_norm: 6.1047 2020-10-12 01:57:25,227 - mmaction - INFO - Epoch [19][4340/5010] lr: 7.500e-03, eta: 1 day, 20:42:32, time: 1.036, data_time: 0.007, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8406, loss_cls: 1.6290, loss: 1.6290, grad_norm: 6.0738 2020-10-12 01:57:44,190 - mmaction - INFO - Epoch [19][4360/5010] lr: 7.500e-03, eta: 1 day, 20:42:09, time: 0.948, data_time: 0.002, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8167, loss_cls: 1.6784, loss: 1.6784, grad_norm: 5.8252 2020-10-12 01:58:03,794 - mmaction - INFO - Epoch [19][4380/5010] lr: 7.500e-03, eta: 1 day, 20:41:46, time: 0.980, data_time: 0.004, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8542, loss_cls: 1.5717, loss: 1.5717, grad_norm: 5.8662 2020-10-12 01:58:24,901 - mmaction - INFO - Epoch [19][4400/5010] lr: 7.500e-03, eta: 1 day, 20:41:26, time: 1.056, data_time: 0.002, memory: 10398, top1_acc: 0.6063, top5_acc: 0.8500, loss_cls: 1.5379, loss: 1.5379, grad_norm: 5.9451 2020-10-12 01:58:43,481 - mmaction - INFO - Epoch [19][4420/5010] lr: 7.500e-03, eta: 1 day, 20:41:02, time: 0.929, data_time: 0.002, memory: 10398, top1_acc: 0.6302, top5_acc: 0.8583, loss_cls: 1.4588, loss: 1.4588, grad_norm: 5.8510 2020-10-12 01:59:03,877 - mmaction - INFO - Epoch [19][4440/5010] lr: 7.500e-03, eta: 1 day, 20:40:41, time: 1.020, data_time: 0.005, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8219, loss_cls: 1.6547, loss: 1.6547, grad_norm: 6.1626 2020-10-12 01:59:23,978 - mmaction - INFO - Epoch [19][4460/5010] lr: 7.500e-03, eta: 1 day, 20:40:20, time: 1.005, data_time: 0.006, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8198, loss_cls: 1.6477, loss: 1.6477, grad_norm: 6.0248 2020-10-12 01:59:43,473 - mmaction - INFO - Epoch [19][4480/5010] lr: 7.500e-03, eta: 1 day, 20:39:57, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8490, loss_cls: 1.5166, loss: 1.5166, grad_norm: 5.8218 2020-10-12 02:00:04,671 - mmaction - INFO - Epoch [19][4500/5010] lr: 7.500e-03, eta: 1 day, 20:39:37, time: 1.041, data_time: 0.006, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8271, loss_cls: 1.6366, loss: 1.6366, grad_norm: 5.8135 2020-10-12 02:00:26,119 - mmaction - INFO - Epoch [19][4520/5010] lr: 7.500e-03, eta: 1 day, 20:39:18, time: 1.085, data_time: 0.025, memory: 10398, top1_acc: 0.6271, top5_acc: 0.8573, loss_cls: 1.5119, loss: 1.5119, grad_norm: 5.8121 2020-10-12 02:00:45,487 - mmaction - INFO - Epoch [19][4540/5010] lr: 7.500e-03, eta: 1 day, 20:38:56, time: 0.974, data_time: 0.011, memory: 10398, top1_acc: 0.6188, top5_acc: 0.8313, loss_cls: 1.5311, loss: 1.5311, grad_norm: 5.8000 2020-10-12 02:01:06,459 - mmaction - INFO - Epoch [19][4560/5010] lr: 7.500e-03, eta: 1 day, 20:38:35, time: 1.046, data_time: 0.006, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8323, loss_cls: 1.5578, loss: 1.5578, grad_norm: 5.8531 2020-10-12 02:01:26,896 - mmaction - INFO - Epoch [19][4580/5010] lr: 7.500e-03, eta: 1 day, 20:38:15, time: 1.025, data_time: 0.007, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8198, loss_cls: 1.6143, loss: 1.6143, grad_norm: 6.0077 2020-10-12 02:01:46,423 - mmaction - INFO - Epoch [19][4600/5010] lr: 7.500e-03, eta: 1 day, 20:37:52, time: 0.976, data_time: 0.004, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8354, loss_cls: 1.6005, loss: 1.6005, grad_norm: 5.9297 2020-10-12 02:02:05,710 - mmaction - INFO - Epoch [19][4620/5010] lr: 7.500e-03, eta: 1 day, 20:37:29, time: 0.964, data_time: 0.004, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8333, loss_cls: 1.5987, loss: 1.5987, grad_norm: 5.9123 2020-10-12 02:02:24,956 - mmaction - INFO - Epoch [19][4640/5010] lr: 7.500e-03, eta: 1 day, 20:37:06, time: 0.963, data_time: 0.002, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8250, loss_cls: 1.6667, loss: 1.6667, grad_norm: 6.2004 2020-10-12 02:02:45,401 - mmaction - INFO - Epoch [19][4660/5010] lr: 7.500e-03, eta: 1 day, 20:36:45, time: 1.022, data_time: 0.002, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8448, loss_cls: 1.4982, loss: 1.4982, grad_norm: 5.7443 2020-10-12 02:03:05,048 - mmaction - INFO - Epoch [19][4680/5010] lr: 7.500e-03, eta: 1 day, 20:36:23, time: 0.982, data_time: 0.002, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8469, loss_cls: 1.5458, loss: 1.5458, grad_norm: 5.9835 2020-10-12 02:03:25,522 - mmaction - INFO - Epoch [19][4700/5010] lr: 7.500e-03, eta: 1 day, 20:36:02, time: 1.025, data_time: 0.003, memory: 10398, top1_acc: 0.6063, top5_acc: 0.8281, loss_cls: 1.6322, loss: 1.6322, grad_norm: 5.9788 2020-10-12 02:03:44,990 - mmaction - INFO - Epoch [19][4720/5010] lr: 7.500e-03, eta: 1 day, 20:35:40, time: 0.973, data_time: 0.002, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8417, loss_cls: 1.5301, loss: 1.5301, grad_norm: 5.7173 2020-10-12 02:04:04,406 - mmaction - INFO - Epoch [19][4740/5010] lr: 7.500e-03, eta: 1 day, 20:35:17, time: 0.971, data_time: 0.002, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8302, loss_cls: 1.6589, loss: 1.6589, grad_norm: 6.0144 2020-10-12 02:04:24,255 - mmaction - INFO - Epoch [19][4760/5010] lr: 7.500e-03, eta: 1 day, 20:34:55, time: 0.992, data_time: 0.002, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8385, loss_cls: 1.5573, loss: 1.5573, grad_norm: 5.9115 2020-10-12 02:04:43,408 - mmaction - INFO - Epoch [19][4780/5010] lr: 7.500e-03, eta: 1 day, 20:34:32, time: 0.958, data_time: 0.002, memory: 10398, top1_acc: 0.6188, top5_acc: 0.8292, loss_cls: 1.5587, loss: 1.5587, grad_norm: 6.0577 2020-10-12 02:05:03,739 - mmaction - INFO - Epoch [19][4800/5010] lr: 7.500e-03, eta: 1 day, 20:34:11, time: 1.015, data_time: 0.004, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8406, loss_cls: 1.5571, loss: 1.5571, grad_norm: 5.9528 2020-10-12 02:05:23,771 - mmaction - INFO - Epoch [19][4820/5010] lr: 7.500e-03, eta: 1 day, 20:33:49, time: 1.002, data_time: 0.003, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8198, loss_cls: 1.6218, loss: 1.6218, grad_norm: 6.1468 2020-10-12 02:05:44,095 - mmaction - INFO - Epoch [19][4840/5010] lr: 7.500e-03, eta: 1 day, 20:33:28, time: 1.017, data_time: 0.003, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8313, loss_cls: 1.6077, loss: 1.6077, grad_norm: 6.2651 2020-10-12 02:06:02,959 - mmaction - INFO - Epoch [19][4860/5010] lr: 7.500e-03, eta: 1 day, 20:33:05, time: 0.942, data_time: 0.002, memory: 10398, top1_acc: 0.6354, top5_acc: 0.8500, loss_cls: 1.5291, loss: 1.5291, grad_norm: 5.7222 2020-10-12 02:06:23,004 - mmaction - INFO - Epoch [19][4880/5010] lr: 7.500e-03, eta: 1 day, 20:32:43, time: 1.002, data_time: 0.003, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8198, loss_cls: 1.6063, loss: 1.6063, grad_norm: 6.0430 2020-10-12 02:06:42,515 - mmaction - INFO - Epoch [19][4900/5010] lr: 7.500e-03, eta: 1 day, 20:32:21, time: 0.976, data_time: 0.003, memory: 10398, top1_acc: 0.6208, top5_acc: 0.8396, loss_cls: 1.5704, loss: 1.5704, grad_norm: 6.0079 2020-10-12 02:07:02,382 - mmaction - INFO - Epoch [19][4920/5010] lr: 7.500e-03, eta: 1 day, 20:31:59, time: 0.994, data_time: 0.006, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8323, loss_cls: 1.6193, loss: 1.6193, grad_norm: 6.0674 2020-10-12 02:07:21,440 - mmaction - INFO - Epoch [19][4940/5010] lr: 7.500e-03, eta: 1 day, 20:31:35, time: 0.952, data_time: 0.002, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8365, loss_cls: 1.6144, loss: 1.6144, grad_norm: 5.8182 2020-10-12 02:07:41,361 - mmaction - INFO - Epoch [19][4960/5010] lr: 7.500e-03, eta: 1 day, 20:31:14, time: 0.997, data_time: 0.003, memory: 10398, top1_acc: 0.6281, top5_acc: 0.8427, loss_cls: 1.5267, loss: 1.5267, grad_norm: 5.9649 2020-10-12 02:08:01,745 - mmaction - INFO - Epoch [19][4980/5010] lr: 7.500e-03, eta: 1 day, 20:30:53, time: 1.019, data_time: 0.005, memory: 10398, top1_acc: 0.6510, top5_acc: 0.8500, loss_cls: 1.4765, loss: 1.4765, grad_norm: 5.8389 2020-10-12 02:08:21,207 - mmaction - INFO - Epoch [19][5000/5010] lr: 7.500e-03, eta: 1 day, 20:30:30, time: 0.973, data_time: 0.002, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8229, loss_cls: 1.6576, loss: 1.6576, grad_norm: 6.0338 2020-10-12 02:09:03,615 - mmaction - INFO - Epoch [20][20/5010] lr: 7.500e-03, eta: 1 day, 20:30:03, time: 1.650, data_time: 0.787, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8490, loss_cls: 1.5910, loss: 1.5910, grad_norm: 6.0772 2020-10-12 02:09:21,502 - mmaction - INFO - Epoch [20][40/5010] lr: 7.500e-03, eta: 1 day, 20:29:37, time: 0.896, data_time: 0.007, memory: 10398, top1_acc: 0.6240, top5_acc: 0.8427, loss_cls: 1.5377, loss: 1.5377, grad_norm: 5.9405 2020-10-12 02:09:40,926 - mmaction - INFO - Epoch [20][60/5010] lr: 7.500e-03, eta: 1 day, 20:29:15, time: 0.972, data_time: 0.003, memory: 10398, top1_acc: 0.6260, top5_acc: 0.8438, loss_cls: 1.4831, loss: 1.4831, grad_norm: 6.0259 2020-10-12 02:10:00,054 - mmaction - INFO - Epoch [20][80/5010] lr: 7.500e-03, eta: 1 day, 20:28:52, time: 0.955, data_time: 0.005, memory: 10398, top1_acc: 0.6313, top5_acc: 0.8417, loss_cls: 1.5236, loss: 1.5236, grad_norm: 5.7976 2020-10-12 02:10:20,320 - mmaction - INFO - Epoch [20][100/5010] lr: 7.500e-03, eta: 1 day, 20:28:31, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.6323, top5_acc: 0.8583, loss_cls: 1.4878, loss: 1.4878, grad_norm: 6.0740 2020-10-12 02:10:39,938 - mmaction - INFO - Epoch [20][120/5010] lr: 7.500e-03, eta: 1 day, 20:28:08, time: 0.980, data_time: 0.006, memory: 10398, top1_acc: 0.6427, top5_acc: 0.8542, loss_cls: 1.4809, loss: 1.4809, grad_norm: 5.9257 2020-10-12 02:10:58,956 - mmaction - INFO - Epoch [20][140/5010] lr: 7.500e-03, eta: 1 day, 20:27:45, time: 0.953, data_time: 0.008, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8344, loss_cls: 1.5771, loss: 1.5771, grad_norm: 6.1952 2020-10-12 02:11:18,285 - mmaction - INFO - Epoch [20][160/5010] lr: 7.500e-03, eta: 1 day, 20:27:22, time: 0.965, data_time: 0.006, memory: 10398, top1_acc: 0.6396, top5_acc: 0.8469, loss_cls: 1.5109, loss: 1.5109, grad_norm: 5.8237 2020-10-12 02:11:37,642 - mmaction - INFO - Epoch [20][180/5010] lr: 7.500e-03, eta: 1 day, 20:27:00, time: 0.969, data_time: 0.005, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8083, loss_cls: 1.7726, loss: 1.7726, grad_norm: 6.3295 2020-10-12 02:11:56,786 - mmaction - INFO - Epoch [20][200/5010] lr: 7.500e-03, eta: 1 day, 20:26:36, time: 0.956, data_time: 0.006, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8542, loss_cls: 1.5566, loss: 1.5566, grad_norm: 5.9702 2020-10-12 02:12:16,045 - mmaction - INFO - Epoch [20][220/5010] lr: 7.500e-03, eta: 1 day, 20:26:14, time: 0.965, data_time: 0.005, memory: 10398, top1_acc: 0.6365, top5_acc: 0.8417, loss_cls: 1.5447, loss: 1.5447, grad_norm: 5.8250 2020-10-12 02:12:35,491 - mmaction - INFO - Epoch [20][240/5010] lr: 7.500e-03, eta: 1 day, 20:25:51, time: 0.972, data_time: 0.005, memory: 10398, top1_acc: 0.6396, top5_acc: 0.8521, loss_cls: 1.4442, loss: 1.4442, grad_norm: 5.7388 2020-10-12 02:12:54,865 - mmaction - INFO - Epoch [20][260/5010] lr: 7.500e-03, eta: 1 day, 20:25:28, time: 0.968, data_time: 0.002, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8365, loss_cls: 1.5591, loss: 1.5591, grad_norm: 6.0347 2020-10-12 02:13:14,341 - mmaction - INFO - Epoch [20][280/5010] lr: 7.500e-03, eta: 1 day, 20:25:06, time: 0.974, data_time: 0.005, memory: 10398, top1_acc: 0.6208, top5_acc: 0.8302, loss_cls: 1.5805, loss: 1.5805, grad_norm: 5.8993 2020-10-12 02:13:33,512 - mmaction - INFO - Epoch [20][300/5010] lr: 7.500e-03, eta: 1 day, 20:24:43, time: 0.960, data_time: 0.005, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8344, loss_cls: 1.6180, loss: 1.6180, grad_norm: 5.9439 2020-10-12 02:13:53,124 - mmaction - INFO - Epoch [20][320/5010] lr: 7.500e-03, eta: 1 day, 20:24:21, time: 0.981, data_time: 0.002, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8323, loss_cls: 1.6310, loss: 1.6310, grad_norm: 6.1962 2020-10-12 02:14:13,422 - mmaction - INFO - Epoch [20][340/5010] lr: 7.500e-03, eta: 1 day, 20:23:59, time: 1.012, data_time: 0.004, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8354, loss_cls: 1.6573, loss: 1.6573, grad_norm: 5.8889 2020-10-12 02:14:32,593 - mmaction - INFO - Epoch [20][360/5010] lr: 7.500e-03, eta: 1 day, 20:23:37, time: 0.961, data_time: 0.006, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8490, loss_cls: 1.5670, loss: 1.5670, grad_norm: 6.1708 2020-10-12 02:14:52,382 - mmaction - INFO - Epoch [20][380/5010] lr: 7.500e-03, eta: 1 day, 20:23:15, time: 0.990, data_time: 0.003, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8385, loss_cls: 1.5964, loss: 1.5964, grad_norm: 6.0667 2020-10-12 02:15:11,816 - mmaction - INFO - Epoch [20][400/5010] lr: 7.500e-03, eta: 1 day, 20:22:52, time: 0.968, data_time: 0.005, memory: 10398, top1_acc: 0.6479, top5_acc: 0.8396, loss_cls: 1.4767, loss: 1.4767, grad_norm: 5.7921 2020-10-12 02:15:31,099 - mmaction - INFO - Epoch [20][420/5010] lr: 7.500e-03, eta: 1 day, 20:22:29, time: 0.967, data_time: 0.007, memory: 10398, top1_acc: 0.6219, top5_acc: 0.8219, loss_cls: 1.5992, loss: 1.5992, grad_norm: 6.0601 2020-10-12 02:15:51,006 - mmaction - INFO - Epoch [20][440/5010] lr: 7.500e-03, eta: 1 day, 20:22:07, time: 0.995, data_time: 0.002, memory: 10398, top1_acc: 0.6448, top5_acc: 0.8583, loss_cls: 1.4595, loss: 1.4595, grad_norm: 5.7383 2020-10-12 02:16:09,981 - mmaction - INFO - Epoch [20][460/5010] lr: 7.500e-03, eta: 1 day, 20:21:44, time: 0.946, data_time: 0.004, memory: 10398, top1_acc: 0.6417, top5_acc: 0.8417, loss_cls: 1.5354, loss: 1.5354, grad_norm: 6.0157 2020-10-12 02:16:29,844 - mmaction - INFO - Epoch [20][480/5010] lr: 7.500e-03, eta: 1 day, 20:21:22, time: 0.995, data_time: 0.006, memory: 10398, top1_acc: 0.6063, top5_acc: 0.8302, loss_cls: 1.6427, loss: 1.6427, grad_norm: 6.0964 2020-10-12 02:16:50,251 - mmaction - INFO - Epoch [20][500/5010] lr: 7.500e-03, eta: 1 day, 20:21:01, time: 1.020, data_time: 0.002, memory: 10398, top1_acc: 0.6250, top5_acc: 0.8448, loss_cls: 1.5517, loss: 1.5517, grad_norm: 6.0432 2020-10-12 02:17:09,894 - mmaction - INFO - Epoch [20][520/5010] lr: 7.500e-03, eta: 1 day, 20:20:39, time: 0.979, data_time: 0.004, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8458, loss_cls: 1.5560, loss: 1.5560, grad_norm: 6.2131 2020-10-12 02:17:29,547 - mmaction - INFO - Epoch [20][540/5010] lr: 7.500e-03, eta: 1 day, 20:20:17, time: 0.985, data_time: 0.007, memory: 10398, top1_acc: 0.6271, top5_acc: 0.8271, loss_cls: 1.6192, loss: 1.6192, grad_norm: 6.0574 2020-10-12 02:17:48,882 - mmaction - INFO - Epoch [20][560/5010] lr: 7.500e-03, eta: 1 day, 20:19:54, time: 0.967, data_time: 0.002, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8458, loss_cls: 1.5768, loss: 1.5768, grad_norm: 5.9809 2020-10-12 02:18:10,477 - mmaction - INFO - Epoch [20][580/5010] lr: 7.500e-03, eta: 1 day, 20:19:35, time: 1.075, data_time: 0.005, memory: 10398, top1_acc: 0.6312, top5_acc: 0.8573, loss_cls: 1.4653, loss: 1.4653, grad_norm: 5.9205 2020-10-12 02:18:30,456 - mmaction - INFO - Epoch [20][600/5010] lr: 7.500e-03, eta: 1 day, 20:19:13, time: 1.003, data_time: 0.008, memory: 10398, top1_acc: 0.6250, top5_acc: 0.8469, loss_cls: 1.5751, loss: 1.5751, grad_norm: 5.9592 2020-10-12 02:18:49,717 - mmaction - INFO - Epoch [20][620/5010] lr: 7.500e-03, eta: 1 day, 20:18:51, time: 0.963, data_time: 0.002, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8469, loss_cls: 1.5277, loss: 1.5277, grad_norm: 5.9576 2020-10-12 02:19:09,752 - mmaction - INFO - Epoch [20][640/5010] lr: 7.500e-03, eta: 1 day, 20:18:29, time: 1.002, data_time: 0.004, memory: 10398, top1_acc: 0.6250, top5_acc: 0.8583, loss_cls: 1.4960, loss: 1.4960, grad_norm: 5.9298 2020-10-12 02:19:28,711 - mmaction - INFO - Epoch [20][660/5010] lr: 7.500e-03, eta: 1 day, 20:18:06, time: 0.948, data_time: 0.007, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8302, loss_cls: 1.6253, loss: 1.6253, grad_norm: 6.0517 2020-10-12 02:19:48,525 - mmaction - INFO - Epoch [20][680/5010] lr: 7.500e-03, eta: 1 day, 20:17:44, time: 0.991, data_time: 0.002, memory: 10398, top1_acc: 0.6208, top5_acc: 0.8531, loss_cls: 1.5145, loss: 1.5145, grad_norm: 5.9245 2020-10-12 02:20:08,284 - mmaction - INFO - Epoch [20][700/5010] lr: 7.500e-03, eta: 1 day, 20:17:22, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.6385, top5_acc: 0.8458, loss_cls: 1.4884, loss: 1.4884, grad_norm: 6.0111 2020-10-12 02:20:28,414 - mmaction - INFO - Epoch [20][720/5010] lr: 7.500e-03, eta: 1 day, 20:17:00, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.6396, top5_acc: 0.8417, loss_cls: 1.4838, loss: 1.4838, grad_norm: 5.9858 2020-10-12 02:20:47,534 - mmaction - INFO - Epoch [20][740/5010] lr: 7.500e-03, eta: 1 day, 20:16:37, time: 0.956, data_time: 0.002, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8448, loss_cls: 1.5615, loss: 1.5615, grad_norm: 6.0745 2020-10-12 02:21:07,675 - mmaction - INFO - Epoch [20][760/5010] lr: 7.500e-03, eta: 1 day, 20:16:16, time: 1.006, data_time: 0.006, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8198, loss_cls: 1.7270, loss: 1.7270, grad_norm: 6.1075 2020-10-12 02:21:28,079 - mmaction - INFO - Epoch [20][780/5010] lr: 7.500e-03, eta: 1 day, 20:15:55, time: 1.020, data_time: 0.006, memory: 10398, top1_acc: 0.6208, top5_acc: 0.8344, loss_cls: 1.5472, loss: 1.5472, grad_norm: 5.9486 2020-10-12 02:21:48,946 - mmaction - INFO - Epoch [20][800/5010] lr: 7.500e-03, eta: 1 day, 20:15:35, time: 1.044, data_time: 0.003, memory: 10398, top1_acc: 0.6094, top5_acc: 0.8302, loss_cls: 1.5496, loss: 1.5496, grad_norm: 5.9187 2020-10-12 02:22:08,455 - mmaction - INFO - Epoch [20][820/5010] lr: 7.500e-03, eta: 1 day, 20:15:12, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.6448, top5_acc: 0.8396, loss_cls: 1.5035, loss: 1.5035, grad_norm: 6.0731 2020-10-12 02:22:29,006 - mmaction - INFO - Epoch [20][840/5010] lr: 7.500e-03, eta: 1 day, 20:14:51, time: 1.027, data_time: 0.007, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8156, loss_cls: 1.5887, loss: 1.5887, grad_norm: 6.0946 2020-10-12 02:22:48,111 - mmaction - INFO - Epoch [20][860/5010] lr: 7.500e-03, eta: 1 day, 20:14:28, time: 0.955, data_time: 0.002, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8240, loss_cls: 1.5814, loss: 1.5814, grad_norm: 6.1656 2020-10-12 02:23:08,585 - mmaction - INFO - Epoch [20][880/5010] lr: 7.500e-03, eta: 1 day, 20:14:07, time: 1.024, data_time: 0.004, memory: 10398, top1_acc: 0.6365, top5_acc: 0.8458, loss_cls: 1.5738, loss: 1.5738, grad_norm: 6.0592 2020-10-12 02:23:27,757 - mmaction - INFO - Epoch [20][900/5010] lr: 7.500e-03, eta: 1 day, 20:13:45, time: 0.959, data_time: 0.003, memory: 10398, top1_acc: 0.6302, top5_acc: 0.8500, loss_cls: 1.5205, loss: 1.5205, grad_norm: 5.8011 2020-10-12 02:23:47,628 - mmaction - INFO - Epoch [20][920/5010] lr: 7.500e-03, eta: 1 day, 20:13:23, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8385, loss_cls: 1.6334, loss: 1.6334, grad_norm: 6.1315 2020-10-12 02:24:06,876 - mmaction - INFO - Epoch [20][940/5010] lr: 7.500e-03, eta: 1 day, 20:13:00, time: 0.960, data_time: 0.005, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8385, loss_cls: 1.6167, loss: 1.6167, grad_norm: 5.9922 2020-10-12 02:24:26,691 - mmaction - INFO - Epoch [20][960/5010] lr: 7.500e-03, eta: 1 day, 20:12:38, time: 0.993, data_time: 0.008, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8312, loss_cls: 1.6264, loss: 1.6264, grad_norm: 6.3806 2020-10-12 02:24:45,822 - mmaction - INFO - Epoch [20][980/5010] lr: 7.500e-03, eta: 1 day, 20:12:15, time: 0.957, data_time: 0.002, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8448, loss_cls: 1.5650, loss: 1.5650, grad_norm: 6.1794 2020-10-12 02:25:06,386 - mmaction - INFO - Epoch [20][1000/5010] lr: 7.500e-03, eta: 1 day, 20:11:54, time: 1.028, data_time: 0.005, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8406, loss_cls: 1.5993, loss: 1.5993, grad_norm: 6.0228 2020-10-12 02:25:26,539 - mmaction - INFO - Epoch [20][1020/5010] lr: 7.500e-03, eta: 1 day, 20:11:33, time: 1.008, data_time: 0.002, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8260, loss_cls: 1.5328, loss: 1.5328, grad_norm: 6.0405 2020-10-12 02:25:47,437 - mmaction - INFO - Epoch [20][1040/5010] lr: 7.500e-03, eta: 1 day, 20:11:13, time: 1.045, data_time: 0.002, memory: 10398, top1_acc: 0.6271, top5_acc: 0.8385, loss_cls: 1.5540, loss: 1.5540, grad_norm: 5.7653 2020-10-12 02:26:06,202 - mmaction - INFO - Epoch [20][1060/5010] lr: 7.500e-03, eta: 1 day, 20:10:49, time: 0.936, data_time: 0.006, memory: 10398, top1_acc: 0.6375, top5_acc: 0.8552, loss_cls: 1.4697, loss: 1.4697, grad_norm: 5.9707 2020-10-12 02:26:27,534 - mmaction - INFO - Epoch [20][1080/5010] lr: 7.500e-03, eta: 1 day, 20:10:30, time: 1.069, data_time: 0.008, memory: 10398, top1_acc: 0.6260, top5_acc: 0.8448, loss_cls: 1.5142, loss: 1.5142, grad_norm: 6.0954 2020-10-12 02:26:47,078 - mmaction - INFO - Epoch [20][1100/5010] lr: 7.500e-03, eta: 1 day, 20:10:07, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.6292, top5_acc: 0.8646, loss_cls: 1.4511, loss: 1.4511, grad_norm: 5.8591 2020-10-12 02:27:06,179 - mmaction - INFO - Epoch [20][1120/5010] lr: 7.500e-03, eta: 1 day, 20:09:44, time: 0.953, data_time: 0.005, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8365, loss_cls: 1.5748, loss: 1.5748, grad_norm: 6.1686 2020-10-12 02:27:25,572 - mmaction - INFO - Epoch [20][1140/5010] lr: 7.500e-03, eta: 1 day, 20:09:22, time: 0.972, data_time: 0.008, memory: 10398, top1_acc: 0.6354, top5_acc: 0.8448, loss_cls: 1.5233, loss: 1.5233, grad_norm: 5.8953 2020-10-12 02:27:44,734 - mmaction - INFO - Epoch [20][1160/5010] lr: 7.500e-03, eta: 1 day, 20:08:59, time: 0.957, data_time: 0.002, memory: 10398, top1_acc: 0.6188, top5_acc: 0.8406, loss_cls: 1.5565, loss: 1.5565, grad_norm: 6.0728 2020-10-12 02:28:04,674 - mmaction - INFO - Epoch [20][1180/5010] lr: 7.500e-03, eta: 1 day, 20:08:37, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.6292, top5_acc: 0.8438, loss_cls: 1.5362, loss: 1.5362, grad_norm: 6.0913 2020-10-12 02:28:24,010 - mmaction - INFO - Epoch [20][1200/5010] lr: 7.500e-03, eta: 1 day, 20:08:14, time: 0.967, data_time: 0.007, memory: 10398, top1_acc: 0.6323, top5_acc: 0.8354, loss_cls: 1.5078, loss: 1.5078, grad_norm: 5.7609 2020-10-12 02:28:43,732 - mmaction - INFO - Epoch [20][1220/5010] lr: 7.500e-03, eta: 1 day, 20:07:52, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.6302, top5_acc: 0.8396, loss_cls: 1.5387, loss: 1.5387, grad_norm: 5.9107 2020-10-12 02:29:03,375 - mmaction - INFO - Epoch [20][1240/5010] lr: 7.500e-03, eta: 1 day, 20:07:30, time: 0.980, data_time: 0.004, memory: 10398, top1_acc: 0.6583, top5_acc: 0.8677, loss_cls: 1.3861, loss: 1.3861, grad_norm: 5.9714 2020-10-12 02:29:24,037 - mmaction - INFO - Epoch [20][1260/5010] lr: 7.500e-03, eta: 1 day, 20:07:09, time: 1.035, data_time: 0.007, memory: 10398, top1_acc: 0.6375, top5_acc: 0.8281, loss_cls: 1.5928, loss: 1.5928, grad_norm: 6.0194 2020-10-12 02:29:43,023 - mmaction - INFO - Epoch [20][1280/5010] lr: 7.500e-03, eta: 1 day, 20:06:46, time: 0.949, data_time: 0.002, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8448, loss_cls: 1.6346, loss: 1.6346, grad_norm: 6.2009 2020-10-12 02:30:03,610 - mmaction - INFO - Epoch [20][1300/5010] lr: 7.500e-03, eta: 1 day, 20:06:25, time: 1.029, data_time: 0.004, memory: 10398, top1_acc: 0.6323, top5_acc: 0.8427, loss_cls: 1.4817, loss: 1.4817, grad_norm: 6.0877 2020-10-12 02:30:23,705 - mmaction - INFO - Epoch [20][1320/5010] lr: 7.500e-03, eta: 1 day, 20:06:04, time: 1.005, data_time: 0.003, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8385, loss_cls: 1.5761, loss: 1.5761, grad_norm: 6.1367 2020-10-12 02:30:43,069 - mmaction - INFO - Epoch [20][1340/5010] lr: 7.500e-03, eta: 1 day, 20:05:41, time: 0.969, data_time: 0.002, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8271, loss_cls: 1.6054, loss: 1.6054, grad_norm: 6.1741 2020-10-12 02:31:03,768 - mmaction - INFO - Epoch [20][1360/5010] lr: 7.500e-03, eta: 1 day, 20:05:21, time: 1.031, data_time: 0.004, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8406, loss_cls: 1.5241, loss: 1.5241, grad_norm: 5.9779 2020-10-12 02:31:24,458 - mmaction - INFO - Epoch [20][1380/5010] lr: 7.500e-03, eta: 1 day, 20:05:00, time: 1.037, data_time: 0.007, memory: 10398, top1_acc: 0.6490, top5_acc: 0.8396, loss_cls: 1.5371, loss: 1.5371, grad_norm: 5.8712 2020-10-12 02:31:44,021 - mmaction - INFO - Epoch [20][1400/5010] lr: 7.500e-03, eta: 1 day, 20:04:38, time: 0.979, data_time: 0.003, memory: 10398, top1_acc: 0.6292, top5_acc: 0.8479, loss_cls: 1.4964, loss: 1.4964, grad_norm: 5.9964 2020-10-12 02:32:04,719 - mmaction - INFO - Epoch [20][1420/5010] lr: 7.500e-03, eta: 1 day, 20:04:18, time: 1.035, data_time: 0.006, memory: 10398, top1_acc: 0.6219, top5_acc: 0.8427, loss_cls: 1.5541, loss: 1.5541, grad_norm: 6.1588 2020-10-12 02:32:24,057 - mmaction - INFO - Epoch [20][1440/5010] lr: 7.500e-03, eta: 1 day, 20:03:55, time: 0.966, data_time: 0.006, memory: 10398, top1_acc: 0.6354, top5_acc: 0.8375, loss_cls: 1.5020, loss: 1.5020, grad_norm: 5.8765 2020-10-12 02:32:43,719 - mmaction - INFO - Epoch [20][1460/5010] lr: 7.500e-03, eta: 1 day, 20:03:33, time: 0.984, data_time: 0.002, memory: 10398, top1_acc: 0.6271, top5_acc: 0.8427, loss_cls: 1.5245, loss: 1.5245, grad_norm: 5.8358 2020-10-12 02:33:03,735 - mmaction - INFO - Epoch [20][1480/5010] lr: 7.500e-03, eta: 1 day, 20:03:11, time: 1.001, data_time: 0.006, memory: 10398, top1_acc: 0.6573, top5_acc: 0.8510, loss_cls: 1.4612, loss: 1.4612, grad_norm: 5.8120 2020-10-12 02:33:23,658 - mmaction - INFO - Epoch [20][1500/5010] lr: 7.500e-03, eta: 1 day, 20:02:49, time: 0.995, data_time: 0.002, memory: 10398, top1_acc: 0.6312, top5_acc: 0.8333, loss_cls: 1.5671, loss: 1.5671, grad_norm: 6.1052 2020-10-12 02:33:42,691 - mmaction - INFO - Epoch [20][1520/5010] lr: 7.500e-03, eta: 1 day, 20:02:26, time: 0.952, data_time: 0.003, memory: 10398, top1_acc: 0.6365, top5_acc: 0.8583, loss_cls: 1.4617, loss: 1.4617, grad_norm: 6.0833 2020-10-12 02:34:02,291 - mmaction - INFO - Epoch [20][1540/5010] lr: 7.500e-03, eta: 1 day, 20:02:04, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.6260, top5_acc: 0.8396, loss_cls: 1.5110, loss: 1.5110, grad_norm: 5.9771 2020-10-12 02:34:22,937 - mmaction - INFO - Epoch [20][1560/5010] lr: 7.500e-03, eta: 1 day, 20:01:43, time: 1.029, data_time: 0.006, memory: 10398, top1_acc: 0.6312, top5_acc: 0.8406, loss_cls: 1.5335, loss: 1.5335, grad_norm: 5.8489 2020-10-12 02:34:41,599 - mmaction - INFO - Epoch [20][1580/5010] lr: 7.500e-03, eta: 1 day, 20:01:20, time: 0.939, data_time: 0.007, memory: 10398, top1_acc: 0.6260, top5_acc: 0.8438, loss_cls: 1.5470, loss: 1.5470, grad_norm: 6.2732 2020-10-12 02:35:02,610 - mmaction - INFO - Epoch [20][1600/5010] lr: 7.500e-03, eta: 1 day, 20:01:00, time: 1.049, data_time: 0.005, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8229, loss_cls: 1.6411, loss: 1.6411, grad_norm: 6.0863 2020-10-12 02:35:22,282 - mmaction - INFO - Epoch [20][1620/5010] lr: 7.500e-03, eta: 1 day, 20:00:38, time: 0.986, data_time: 0.004, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8323, loss_cls: 1.6054, loss: 1.6054, grad_norm: 6.0959 2020-10-12 02:35:42,015 - mmaction - INFO - Epoch [20][1640/5010] lr: 7.500e-03, eta: 1 day, 20:00:16, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8375, loss_cls: 1.5847, loss: 1.5847, grad_norm: 5.7655 2020-10-12 02:36:01,902 - mmaction - INFO - Epoch [20][1660/5010] lr: 7.500e-03, eta: 1 day, 19:59:54, time: 0.991, data_time: 0.004, memory: 10398, top1_acc: 0.6219, top5_acc: 0.8281, loss_cls: 1.5783, loss: 1.5783, grad_norm: 6.1484 2020-10-12 02:36:21,234 - mmaction - INFO - Epoch [20][1680/5010] lr: 7.500e-03, eta: 1 day, 19:59:31, time: 0.969, data_time: 0.006, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8427, loss_cls: 1.5736, loss: 1.5736, grad_norm: 6.0588 2020-10-12 02:36:40,795 - mmaction - INFO - Epoch [20][1700/5010] lr: 7.500e-03, eta: 1 day, 19:59:09, time: 0.979, data_time: 0.002, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8219, loss_cls: 1.6740, loss: 1.6740, grad_norm: 6.1595 2020-10-12 02:37:00,345 - mmaction - INFO - Epoch [20][1720/5010] lr: 7.500e-03, eta: 1 day, 19:58:47, time: 0.975, data_time: 0.005, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8219, loss_cls: 1.6148, loss: 1.6148, grad_norm: 6.0931 2020-10-12 02:37:20,182 - mmaction - INFO - Epoch [20][1740/5010] lr: 7.500e-03, eta: 1 day, 19:58:25, time: 0.994, data_time: 0.007, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8437, loss_cls: 1.5610, loss: 1.5610, grad_norm: 6.1558 2020-10-12 02:37:40,025 - mmaction - INFO - Epoch [20][1760/5010] lr: 7.500e-03, eta: 1 day, 19:58:03, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.6375, top5_acc: 0.8458, loss_cls: 1.3981, loss: 1.3981, grad_norm: 5.8996 2020-10-12 02:37:59,794 - mmaction - INFO - Epoch [20][1780/5010] lr: 7.500e-03, eta: 1 day, 19:57:41, time: 0.992, data_time: 0.007, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8302, loss_cls: 1.5702, loss: 1.5702, grad_norm: 6.2583 2020-10-12 02:38:20,092 - mmaction - INFO - Epoch [20][1800/5010] lr: 7.500e-03, eta: 1 day, 19:57:20, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.6094, top5_acc: 0.8312, loss_cls: 1.5976, loss: 1.5976, grad_norm: 6.1001 2020-10-12 02:38:39,435 - mmaction - INFO - Epoch [20][1820/5010] lr: 7.500e-03, eta: 1 day, 19:56:57, time: 0.969, data_time: 0.008, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8219, loss_cls: 1.7050, loss: 1.7050, grad_norm: 6.2308 2020-10-12 02:38:59,488 - mmaction - INFO - Epoch [20][1840/5010] lr: 7.500e-03, eta: 1 day, 19:56:36, time: 0.999, data_time: 0.004, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8229, loss_cls: 1.7003, loss: 1.7003, grad_norm: 6.4232 2020-10-12 02:39:19,107 - mmaction - INFO - Epoch [20][1860/5010] lr: 7.500e-03, eta: 1 day, 19:56:14, time: 0.985, data_time: 0.008, memory: 10398, top1_acc: 0.6438, top5_acc: 0.8458, loss_cls: 1.4835, loss: 1.4835, grad_norm: 5.7643 2020-10-12 02:39:40,148 - mmaction - INFO - Epoch [20][1880/5010] lr: 7.500e-03, eta: 1 day, 19:55:54, time: 1.049, data_time: 0.005, memory: 10398, top1_acc: 0.6292, top5_acc: 0.8260, loss_cls: 1.5880, loss: 1.5880, grad_norm: 6.1796 2020-10-12 02:39:59,122 - mmaction - INFO - Epoch [20][1900/5010] lr: 7.500e-03, eta: 1 day, 19:55:30, time: 0.952, data_time: 0.007, memory: 10398, top1_acc: 0.6323, top5_acc: 0.8500, loss_cls: 1.4874, loss: 1.4874, grad_norm: 5.9496 2020-10-12 02:40:18,856 - mmaction - INFO - Epoch [20][1920/5010] lr: 7.500e-03, eta: 1 day, 19:55:08, time: 0.982, data_time: 0.006, memory: 10398, top1_acc: 0.6396, top5_acc: 0.8573, loss_cls: 1.4632, loss: 1.4632, grad_norm: 5.9292 2020-10-12 02:40:38,279 - mmaction - INFO - Epoch [20][1940/5010] lr: 7.500e-03, eta: 1 day, 19:54:46, time: 0.976, data_time: 0.009, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8240, loss_cls: 1.6162, loss: 1.6162, grad_norm: 6.1267 2020-10-12 02:40:58,824 - mmaction - INFO - Epoch [20][1960/5010] lr: 7.500e-03, eta: 1 day, 19:54:25, time: 1.027, data_time: 0.004, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8250, loss_cls: 1.5793, loss: 1.5793, grad_norm: 6.1384 2020-10-12 02:41:19,323 - mmaction - INFO - Epoch [20][1980/5010] lr: 7.500e-03, eta: 1 day, 19:54:04, time: 1.023, data_time: 0.007, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8250, loss_cls: 1.6812, loss: 1.6812, grad_norm: 6.1832 2020-10-12 02:41:38,684 - mmaction - INFO - Epoch [20][2000/5010] lr: 7.500e-03, eta: 1 day, 19:53:42, time: 0.970, data_time: 0.007, memory: 10398, top1_acc: 0.6313, top5_acc: 0.8542, loss_cls: 1.5164, loss: 1.5164, grad_norm: 5.7107 2020-10-12 02:41:58,429 - mmaction - INFO - Epoch [20][2020/5010] lr: 7.500e-03, eta: 1 day, 19:53:20, time: 0.986, data_time: 0.003, memory: 10398, top1_acc: 0.6333, top5_acc: 0.8396, loss_cls: 1.5405, loss: 1.5405, grad_norm: 5.9525 2020-10-12 02:42:18,731 - mmaction - INFO - Epoch [20][2040/5010] lr: 7.500e-03, eta: 1 day, 19:52:59, time: 1.017, data_time: 0.007, memory: 10398, top1_acc: 0.6260, top5_acc: 0.8479, loss_cls: 1.5141, loss: 1.5141, grad_norm: 6.0586 2020-10-12 02:42:38,918 - mmaction - INFO - Epoch [20][2060/5010] lr: 7.500e-03, eta: 1 day, 19:52:37, time: 1.009, data_time: 0.002, memory: 10398, top1_acc: 0.6354, top5_acc: 0.8333, loss_cls: 1.5701, loss: 1.5701, grad_norm: 6.0411 2020-10-12 02:42:57,642 - mmaction - INFO - Epoch [20][2080/5010] lr: 7.500e-03, eta: 1 day, 19:52:14, time: 0.936, data_time: 0.006, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8281, loss_cls: 1.5874, loss: 1.5874, grad_norm: 6.1272 2020-10-12 02:43:19,122 - mmaction - INFO - Epoch [20][2100/5010] lr: 7.500e-03, eta: 1 day, 19:51:55, time: 1.074, data_time: 0.002, memory: 10398, top1_acc: 0.6260, top5_acc: 0.8531, loss_cls: 1.4756, loss: 1.4756, grad_norm: 5.7772 2020-10-12 02:43:39,391 - mmaction - INFO - Epoch [20][2120/5010] lr: 7.500e-03, eta: 1 day, 19:51:33, time: 1.011, data_time: 0.004, memory: 10398, top1_acc: 0.6062, top5_acc: 0.8292, loss_cls: 1.6027, loss: 1.6027, grad_norm: 6.0398 2020-10-12 02:43:59,873 - mmaction - INFO - Epoch [20][2140/5010] lr: 7.500e-03, eta: 1 day, 19:51:13, time: 1.026, data_time: 0.006, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8365, loss_cls: 1.5435, loss: 1.5435, grad_norm: 6.0596 2020-10-12 02:44:19,109 - mmaction - INFO - Epoch [20][2160/5010] lr: 7.500e-03, eta: 1 day, 19:50:50, time: 0.962, data_time: 0.005, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8250, loss_cls: 1.6105, loss: 1.6105, grad_norm: 6.0983 2020-10-12 02:44:38,921 - mmaction - INFO - Epoch [20][2180/5010] lr: 7.500e-03, eta: 1 day, 19:50:28, time: 0.985, data_time: 0.006, memory: 10398, top1_acc: 0.6292, top5_acc: 0.8417, loss_cls: 1.5226, loss: 1.5226, grad_norm: 5.9875 2020-10-12 02:44:58,702 - mmaction - INFO - Epoch [20][2200/5010] lr: 7.500e-03, eta: 1 day, 19:50:06, time: 0.994, data_time: 0.007, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8438, loss_cls: 1.5240, loss: 1.5240, grad_norm: 6.1490 2020-10-12 02:45:19,521 - mmaction - INFO - Epoch [20][2220/5010] lr: 7.500e-03, eta: 1 day, 19:49:46, time: 1.039, data_time: 0.005, memory: 10398, top1_acc: 0.6344, top5_acc: 0.8437, loss_cls: 1.5493, loss: 1.5493, grad_norm: 5.9560 2020-10-12 02:45:38,858 - mmaction - INFO - Epoch [20][2240/5010] lr: 7.500e-03, eta: 1 day, 19:49:23, time: 0.969, data_time: 0.005, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8458, loss_cls: 1.5499, loss: 1.5499, grad_norm: 6.1568 2020-10-12 02:45:58,632 - mmaction - INFO - Epoch [20][2260/5010] lr: 7.500e-03, eta: 1 day, 19:49:01, time: 0.986, data_time: 0.005, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8302, loss_cls: 1.5677, loss: 1.5677, grad_norm: 6.3645 2020-10-12 02:46:19,775 - mmaction - INFO - Epoch [20][2280/5010] lr: 7.500e-03, eta: 1 day, 19:48:41, time: 1.059, data_time: 0.006, memory: 10398, top1_acc: 0.6063, top5_acc: 0.8490, loss_cls: 1.6441, loss: 1.6441, grad_norm: 6.1600 2020-10-12 02:46:39,574 - mmaction - INFO - Epoch [20][2300/5010] lr: 7.500e-03, eta: 1 day, 19:48:19, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8365, loss_cls: 1.5810, loss: 1.5810, grad_norm: 6.0857 2020-10-12 02:46:59,207 - mmaction - INFO - Epoch [20][2320/5010] lr: 7.500e-03, eta: 1 day, 19:47:57, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8104, loss_cls: 1.7138, loss: 1.7138, grad_norm: 6.0367 2020-10-12 02:47:19,028 - mmaction - INFO - Epoch [20][2340/5010] lr: 7.500e-03, eta: 1 day, 19:47:35, time: 0.988, data_time: 0.006, memory: 10398, top1_acc: 0.6219, top5_acc: 0.8333, loss_cls: 1.5561, loss: 1.5561, grad_norm: 5.9266 2020-10-12 02:47:40,476 - mmaction - INFO - Epoch [20][2360/5010] lr: 7.500e-03, eta: 1 day, 19:47:16, time: 1.075, data_time: 0.008, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8417, loss_cls: 1.5625, loss: 1.5625, grad_norm: 6.1501 2020-10-12 02:48:00,373 - mmaction - INFO - Epoch [20][2380/5010] lr: 7.500e-03, eta: 1 day, 19:46:54, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8323, loss_cls: 1.5905, loss: 1.5905, grad_norm: 6.0941 2020-10-12 02:48:20,283 - mmaction - INFO - Epoch [20][2400/5010] lr: 7.500e-03, eta: 1 day, 19:46:33, time: 0.998, data_time: 0.007, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8302, loss_cls: 1.5680, loss: 1.5680, grad_norm: 5.9303 2020-10-12 02:48:40,198 - mmaction - INFO - Epoch [20][2420/5010] lr: 7.500e-03, eta: 1 day, 19:46:11, time: 0.993, data_time: 0.006, memory: 10398, top1_acc: 0.6208, top5_acc: 0.8448, loss_cls: 1.5214, loss: 1.5214, grad_norm: 5.9694 2020-10-12 02:48:59,417 - mmaction - INFO - Epoch [20][2440/5010] lr: 7.500e-03, eta: 1 day, 19:45:48, time: 0.963, data_time: 0.006, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8292, loss_cls: 1.5786, loss: 1.5786, grad_norm: 6.1166 2020-10-12 02:49:19,706 - mmaction - INFO - Epoch [20][2460/5010] lr: 7.500e-03, eta: 1 day, 19:45:27, time: 1.013, data_time: 0.004, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8333, loss_cls: 1.6032, loss: 1.6032, grad_norm: 6.1534 2020-10-12 02:49:39,519 - mmaction - INFO - Epoch [20][2480/5010] lr: 7.500e-03, eta: 1 day, 19:45:05, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8458, loss_cls: 1.5432, loss: 1.5432, grad_norm: 6.1695 2020-10-12 02:49:59,344 - mmaction - INFO - Epoch [20][2500/5010] lr: 7.500e-03, eta: 1 day, 19:44:43, time: 0.990, data_time: 0.005, memory: 10398, top1_acc: 0.6427, top5_acc: 0.8385, loss_cls: 1.5129, loss: 1.5129, grad_norm: 5.9913 2020-10-12 02:50:19,688 - mmaction - INFO - Epoch [20][2520/5010] lr: 7.500e-03, eta: 1 day, 19:44:22, time: 1.017, data_time: 0.005, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8396, loss_cls: 1.5812, loss: 1.5812, grad_norm: 6.3593 2020-10-12 02:50:39,355 - mmaction - INFO - Epoch [20][2540/5010] lr: 7.500e-03, eta: 1 day, 19:44:00, time: 0.982, data_time: 0.006, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8417, loss_cls: 1.5481, loss: 1.5481, grad_norm: 6.2557 2020-10-12 02:51:00,369 - mmaction - INFO - Epoch [20][2560/5010] lr: 7.500e-03, eta: 1 day, 19:43:40, time: 1.053, data_time: 0.007, memory: 10398, top1_acc: 0.6031, top5_acc: 0.8292, loss_cls: 1.6212, loss: 1.6212, grad_norm: 6.0132 2020-10-12 02:51:20,433 - mmaction - INFO - Epoch [20][2580/5010] lr: 7.500e-03, eta: 1 day, 19:43:19, time: 1.000, data_time: 0.005, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8417, loss_cls: 1.5124, loss: 1.5124, grad_norm: 6.0992 2020-10-12 02:51:39,932 - mmaction - INFO - Epoch [20][2600/5010] lr: 7.500e-03, eta: 1 day, 19:42:56, time: 0.977, data_time: 0.008, memory: 10398, top1_acc: 0.6094, top5_acc: 0.8469, loss_cls: 1.5322, loss: 1.5322, grad_norm: 6.0932 2020-10-12 02:51:59,786 - mmaction - INFO - Epoch [20][2620/5010] lr: 7.500e-03, eta: 1 day, 19:42:35, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8313, loss_cls: 1.5517, loss: 1.5517, grad_norm: 5.7954 2020-10-12 02:52:19,288 - mmaction - INFO - Epoch [20][2640/5010] lr: 7.500e-03, eta: 1 day, 19:42:12, time: 0.973, data_time: 0.005, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8385, loss_cls: 1.5944, loss: 1.5944, grad_norm: 5.7323 2020-10-12 02:52:38,976 - mmaction - INFO - Epoch [20][2660/5010] lr: 7.500e-03, eta: 1 day, 19:41:50, time: 0.986, data_time: 0.006, memory: 10398, top1_acc: 0.6281, top5_acc: 0.8458, loss_cls: 1.5309, loss: 1.5309, grad_norm: 6.1030 2020-10-12 02:52:59,004 - mmaction - INFO - Epoch [20][2680/5010] lr: 7.500e-03, eta: 1 day, 19:41:29, time: 0.999, data_time: 0.004, memory: 10398, top1_acc: 0.6240, top5_acc: 0.8406, loss_cls: 1.5395, loss: 1.5395, grad_norm: 5.9685 2020-10-12 02:53:18,249 - mmaction - INFO - Epoch [20][2700/5010] lr: 7.500e-03, eta: 1 day, 19:41:06, time: 0.965, data_time: 0.008, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8271, loss_cls: 1.6061, loss: 1.6061, grad_norm: 6.1572 2020-10-12 02:53:38,872 - mmaction - INFO - Epoch [20][2720/5010] lr: 7.500e-03, eta: 1 day, 19:40:45, time: 1.029, data_time: 0.005, memory: 10398, top1_acc: 0.6333, top5_acc: 0.8427, loss_cls: 1.5500, loss: 1.5500, grad_norm: 5.8732 2020-10-12 02:53:59,141 - mmaction - INFO - Epoch [20][2740/5010] lr: 7.500e-03, eta: 1 day, 19:40:24, time: 1.016, data_time: 0.008, memory: 10398, top1_acc: 0.6490, top5_acc: 0.8469, loss_cls: 1.4350, loss: 1.4350, grad_norm: 5.7682 2020-10-12 02:54:18,543 - mmaction - INFO - Epoch [20][2760/5010] lr: 7.500e-03, eta: 1 day, 19:40:02, time: 0.967, data_time: 0.006, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8542, loss_cls: 1.4908, loss: 1.4908, grad_norm: 6.0462 2020-10-12 02:54:38,455 - mmaction - INFO - Epoch [20][2780/5010] lr: 7.500e-03, eta: 1 day, 19:39:40, time: 0.999, data_time: 0.006, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8313, loss_cls: 1.5916, loss: 1.5916, grad_norm: 5.9503 2020-10-12 02:54:58,110 - mmaction - INFO - Epoch [20][2800/5010] lr: 7.500e-03, eta: 1 day, 19:39:18, time: 0.980, data_time: 0.005, memory: 10398, top1_acc: 0.6250, top5_acc: 0.8531, loss_cls: 1.5089, loss: 1.5089, grad_norm: 6.0172 2020-10-12 02:55:17,645 - mmaction - INFO - Epoch [20][2820/5010] lr: 7.500e-03, eta: 1 day, 19:38:56, time: 0.980, data_time: 0.008, memory: 10398, top1_acc: 0.6094, top5_acc: 0.8375, loss_cls: 1.6372, loss: 1.6372, grad_norm: 6.3422 2020-10-12 02:55:37,135 - mmaction - INFO - Epoch [20][2840/5010] lr: 7.500e-03, eta: 1 day, 19:38:33, time: 0.972, data_time: 0.005, memory: 10398, top1_acc: 0.6312, top5_acc: 0.8615, loss_cls: 1.4268, loss: 1.4268, grad_norm: 5.9626 2020-10-12 02:55:56,674 - mmaction - INFO - Epoch [20][2860/5010] lr: 7.500e-03, eta: 1 day, 19:38:11, time: 0.980, data_time: 0.007, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8333, loss_cls: 1.5848, loss: 1.5848, grad_norm: 6.0834 2020-10-12 02:56:15,978 - mmaction - INFO - Epoch [20][2880/5010] lr: 7.500e-03, eta: 1 day, 19:37:48, time: 0.963, data_time: 0.005, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8396, loss_cls: 1.6009, loss: 1.6009, grad_norm: 6.1159 2020-10-12 02:56:36,317 - mmaction - INFO - Epoch [20][2900/5010] lr: 7.500e-03, eta: 1 day, 19:37:27, time: 1.018, data_time: 0.007, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8417, loss_cls: 1.6288, loss: 1.6288, grad_norm: 5.8472 2020-10-12 02:56:55,186 - mmaction - INFO - Epoch [20][2920/5010] lr: 7.500e-03, eta: 1 day, 19:37:04, time: 0.945, data_time: 0.004, memory: 10398, top1_acc: 0.6250, top5_acc: 0.8229, loss_cls: 1.5934, loss: 1.5934, grad_norm: 5.8760 2020-10-12 02:57:15,556 - mmaction - INFO - Epoch [20][2940/5010] lr: 7.500e-03, eta: 1 day, 19:36:43, time: 1.016, data_time: 0.005, memory: 10398, top1_acc: 0.6437, top5_acc: 0.8510, loss_cls: 1.4600, loss: 1.4600, grad_norm: 5.6341 2020-10-12 02:57:34,953 - mmaction - INFO - Epoch [20][2960/5010] lr: 7.500e-03, eta: 1 day, 19:36:21, time: 0.972, data_time: 0.006, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8323, loss_cls: 1.5914, loss: 1.5914, grad_norm: 6.1366 2020-10-12 02:57:54,517 - mmaction - INFO - Epoch [20][2980/5010] lr: 7.500e-03, eta: 1 day, 19:35:58, time: 0.978, data_time: 0.002, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8438, loss_cls: 1.5980, loss: 1.5980, grad_norm: 6.1268 2020-10-12 02:58:13,939 - mmaction - INFO - Epoch [20][3000/5010] lr: 7.500e-03, eta: 1 day, 19:35:36, time: 0.970, data_time: 0.006, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8250, loss_cls: 1.5567, loss: 1.5567, grad_norm: 5.9775 2020-10-12 02:58:34,842 - mmaction - INFO - Epoch [20][3020/5010] lr: 7.500e-03, eta: 1 day, 19:35:16, time: 1.047, data_time: 0.007, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8365, loss_cls: 1.5664, loss: 1.5664, grad_norm: 6.1078 2020-10-12 02:58:53,816 - mmaction - INFO - Epoch [20][3040/5010] lr: 7.500e-03, eta: 1 day, 19:34:53, time: 0.949, data_time: 0.002, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8240, loss_cls: 1.6256, loss: 1.6256, grad_norm: 6.3754 2020-10-12 02:59:13,632 - mmaction - INFO - Epoch [20][3060/5010] lr: 7.500e-03, eta: 1 day, 19:34:31, time: 0.988, data_time: 0.004, memory: 10398, top1_acc: 0.6354, top5_acc: 0.8500, loss_cls: 1.4632, loss: 1.4632, grad_norm: 6.0581 2020-10-12 02:59:33,020 - mmaction - INFO - Epoch [20][3080/5010] lr: 7.500e-03, eta: 1 day, 19:34:08, time: 0.972, data_time: 0.008, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8448, loss_cls: 1.5800, loss: 1.5800, grad_norm: 6.1286 2020-10-12 02:59:52,534 - mmaction - INFO - Epoch [20][3100/5010] lr: 7.500e-03, eta: 1 day, 19:33:46, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8187, loss_cls: 1.6607, loss: 1.6607, grad_norm: 6.1205 2020-10-12 03:00:17,788 - mmaction - INFO - Epoch [20][3120/5010] lr: 7.500e-03, eta: 1 day, 19:33:32, time: 1.256, data_time: 0.015, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8500, loss_cls: 1.5150, loss: 1.5150, grad_norm: 5.8726 2020-10-12 03:00:35,723 - mmaction - INFO - Epoch [20][3140/5010] lr: 7.500e-03, eta: 1 day, 19:33:08, time: 0.903, data_time: 0.016, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8438, loss_cls: 1.5291, loss: 1.5291, grad_norm: 5.9939 2020-10-12 03:00:55,392 - mmaction - INFO - Epoch [20][3160/5010] lr: 7.500e-03, eta: 1 day, 19:32:46, time: 0.982, data_time: 0.005, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8260, loss_cls: 1.5874, loss: 1.5874, grad_norm: 5.7551 2020-10-12 03:01:15,222 - mmaction - INFO - Epoch [20][3180/5010] lr: 7.500e-03, eta: 1 day, 19:32:24, time: 0.992, data_time: 0.008, memory: 10398, top1_acc: 0.6479, top5_acc: 0.8490, loss_cls: 1.4596, loss: 1.4596, grad_norm: 5.7852 2020-10-12 03:01:35,707 - mmaction - INFO - Epoch [20][3200/5010] lr: 7.500e-03, eta: 1 day, 19:32:03, time: 1.025, data_time: 0.006, memory: 10398, top1_acc: 0.6354, top5_acc: 0.8448, loss_cls: 1.4908, loss: 1.4908, grad_norm: 5.8606 2020-10-12 03:01:55,544 - mmaction - INFO - Epoch [20][3220/5010] lr: 7.500e-03, eta: 1 day, 19:31:41, time: 0.992, data_time: 0.003, memory: 10398, top1_acc: 0.6260, top5_acc: 0.8448, loss_cls: 1.5447, loss: 1.5447, grad_norm: 6.0410 2020-10-12 03:02:15,444 - mmaction - INFO - Epoch [20][3240/5010] lr: 7.500e-03, eta: 1 day, 19:31:20, time: 0.995, data_time: 0.002, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8427, loss_cls: 1.5491, loss: 1.5491, grad_norm: 6.0073 2020-10-12 03:02:34,398 - mmaction - INFO - Epoch [20][3260/5010] lr: 7.500e-03, eta: 1 day, 19:30:57, time: 0.948, data_time: 0.004, memory: 10398, top1_acc: 0.6271, top5_acc: 0.8563, loss_cls: 1.4773, loss: 1.4773, grad_norm: 5.9124 2020-10-12 03:02:53,944 - mmaction - INFO - Epoch [20][3280/5010] lr: 7.500e-03, eta: 1 day, 19:30:34, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8167, loss_cls: 1.6281, loss: 1.6281, grad_norm: 6.3776 2020-10-12 03:03:13,856 - mmaction - INFO - Epoch [20][3300/5010] lr: 7.500e-03, eta: 1 day, 19:30:13, time: 0.995, data_time: 0.005, memory: 10398, top1_acc: 0.6260, top5_acc: 0.8333, loss_cls: 1.5782, loss: 1.5782, grad_norm: 5.9886 2020-10-12 03:03:33,317 - mmaction - INFO - Epoch [20][3320/5010] lr: 7.500e-03, eta: 1 day, 19:29:50, time: 0.973, data_time: 0.002, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8219, loss_cls: 1.5945, loss: 1.5945, grad_norm: 5.8138 2020-10-12 03:03:52,791 - mmaction - INFO - Epoch [20][3340/5010] lr: 7.500e-03, eta: 1 day, 19:29:28, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.6344, top5_acc: 0.8625, loss_cls: 1.4755, loss: 1.4755, grad_norm: 6.0021 2020-10-12 03:04:12,491 - mmaction - INFO - Epoch [20][3360/5010] lr: 7.500e-03, eta: 1 day, 19:29:06, time: 0.984, data_time: 0.005, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8479, loss_cls: 1.4897, loss: 1.4897, grad_norm: 5.9901 2020-10-12 03:04:31,848 - mmaction - INFO - Epoch [20][3380/5010] lr: 7.500e-03, eta: 1 day, 19:28:43, time: 0.969, data_time: 0.004, memory: 10398, top1_acc: 0.6219, top5_acc: 0.8344, loss_cls: 1.5947, loss: 1.5947, grad_norm: 6.1018 2020-10-12 03:04:51,620 - mmaction - INFO - Epoch [20][3400/5010] lr: 7.500e-03, eta: 1 day, 19:28:22, time: 0.989, data_time: 0.002, memory: 10398, top1_acc: 0.5948, top5_acc: 0.8177, loss_cls: 1.6684, loss: 1.6684, grad_norm: 6.2884 2020-10-12 03:05:11,370 - mmaction - INFO - Epoch [20][3420/5010] lr: 7.500e-03, eta: 1 day, 19:28:00, time: 0.987, data_time: 0.007, memory: 10398, top1_acc: 0.6448, top5_acc: 0.8448, loss_cls: 1.4801, loss: 1.4801, grad_norm: 5.7450 2020-10-12 03:05:31,279 - mmaction - INFO - Epoch [20][3440/5010] lr: 7.500e-03, eta: 1 day, 19:27:38, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8354, loss_cls: 1.5175, loss: 1.5175, grad_norm: 6.1875 2020-10-12 03:05:51,042 - mmaction - INFO - Epoch [20][3460/5010] lr: 7.500e-03, eta: 1 day, 19:27:16, time: 0.990, data_time: 0.005, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8302, loss_cls: 1.5881, loss: 1.5881, grad_norm: 5.8389 2020-10-12 03:06:10,649 - mmaction - INFO - Epoch [20][3480/5010] lr: 7.500e-03, eta: 1 day, 19:26:54, time: 0.979, data_time: 0.005, memory: 10398, top1_acc: 0.6260, top5_acc: 0.8406, loss_cls: 1.5155, loss: 1.5155, grad_norm: 6.1189 2020-10-12 03:06:30,815 - mmaction - INFO - Epoch [20][3500/5010] lr: 7.500e-03, eta: 1 day, 19:26:33, time: 1.010, data_time: 0.005, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8521, loss_cls: 1.5194, loss: 1.5194, grad_norm: 6.1124 2020-10-12 03:06:50,779 - mmaction - INFO - Epoch [20][3520/5010] lr: 7.500e-03, eta: 1 day, 19:26:11, time: 0.998, data_time: 0.002, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8271, loss_cls: 1.5741, loss: 1.5741, grad_norm: 5.8607 2020-10-12 03:07:10,673 - mmaction - INFO - Epoch [20][3540/5010] lr: 7.500e-03, eta: 1 day, 19:25:49, time: 0.991, data_time: 0.005, memory: 10398, top1_acc: 0.6385, top5_acc: 0.8146, loss_cls: 1.6526, loss: 1.6526, grad_norm: 6.0200 2020-10-12 03:07:29,831 - mmaction - INFO - Epoch [20][3560/5010] lr: 7.500e-03, eta: 1 day, 19:25:27, time: 0.961, data_time: 0.007, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8365, loss_cls: 1.5237, loss: 1.5237, grad_norm: 5.8873 2020-10-12 03:07:49,283 - mmaction - INFO - Epoch [20][3580/5010] lr: 7.500e-03, eta: 1 day, 19:25:04, time: 0.971, data_time: 0.002, memory: 10398, top1_acc: 0.6083, top5_acc: 0.8219, loss_cls: 1.5900, loss: 1.5900, grad_norm: 6.0996 2020-10-12 03:08:10,899 - mmaction - INFO - Epoch [20][3600/5010] lr: 7.500e-03, eta: 1 day, 19:24:45, time: 1.081, data_time: 0.006, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8302, loss_cls: 1.6277, loss: 1.6277, grad_norm: 6.0125 2020-10-12 03:08:29,923 - mmaction - INFO - Epoch [20][3620/5010] lr: 7.500e-03, eta: 1 day, 19:24:22, time: 0.953, data_time: 0.006, memory: 10398, top1_acc: 0.6510, top5_acc: 0.8500, loss_cls: 1.3925, loss: 1.3925, grad_norm: 5.4971 2020-10-12 03:08:49,375 - mmaction - INFO - Epoch [20][3640/5010] lr: 7.500e-03, eta: 1 day, 19:24:00, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8385, loss_cls: 1.5800, loss: 1.5800, grad_norm: 5.9549 2020-10-12 03:09:09,271 - mmaction - INFO - Epoch [20][3660/5010] lr: 7.500e-03, eta: 1 day, 19:23:38, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.5813, top5_acc: 0.8135, loss_cls: 1.6987, loss: 1.6987, grad_norm: 6.1701 2020-10-12 03:09:28,501 - mmaction - INFO - Epoch [20][3680/5010] lr: 7.500e-03, eta: 1 day, 19:23:15, time: 0.964, data_time: 0.008, memory: 10398, top1_acc: 0.6271, top5_acc: 0.8521, loss_cls: 1.4845, loss: 1.4845, grad_norm: 5.9989 2020-10-12 03:09:47,970 - mmaction - INFO - Epoch [20][3700/5010] lr: 7.500e-03, eta: 1 day, 19:22:53, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8354, loss_cls: 1.5915, loss: 1.5915, grad_norm: 6.0533 2020-10-12 03:10:08,310 - mmaction - INFO - Epoch [20][3720/5010] lr: 7.500e-03, eta: 1 day, 19:22:32, time: 1.016, data_time: 0.004, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8313, loss_cls: 1.6211, loss: 1.6211, grad_norm: 6.1709 2020-10-12 03:10:28,505 - mmaction - INFO - Epoch [20][3740/5010] lr: 7.500e-03, eta: 1 day, 19:22:11, time: 1.010, data_time: 0.002, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8292, loss_cls: 1.6254, loss: 1.6254, grad_norm: 6.0916 2020-10-12 03:10:48,668 - mmaction - INFO - Epoch [20][3760/5010] lr: 7.500e-03, eta: 1 day, 19:21:49, time: 1.009, data_time: 0.002, memory: 10398, top1_acc: 0.6354, top5_acc: 0.8521, loss_cls: 1.5237, loss: 1.5237, grad_norm: 5.8131 2020-10-12 03:11:07,922 - mmaction - INFO - Epoch [20][3780/5010] lr: 7.500e-03, eta: 1 day, 19:21:27, time: 0.961, data_time: 0.006, memory: 10398, top1_acc: 0.6219, top5_acc: 0.8500, loss_cls: 1.5351, loss: 1.5351, grad_norm: 6.0196 2020-10-12 03:11:27,435 - mmaction - INFO - Epoch [20][3800/5010] lr: 7.500e-03, eta: 1 day, 19:21:05, time: 0.978, data_time: 0.008, memory: 10398, top1_acc: 0.6281, top5_acc: 0.8479, loss_cls: 1.4953, loss: 1.4953, grad_norm: 6.1075 2020-10-12 03:11:46,920 - mmaction - INFO - Epoch [20][3820/5010] lr: 7.500e-03, eta: 1 day, 19:20:42, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8312, loss_cls: 1.6668, loss: 1.6668, grad_norm: 6.1702 2020-10-12 03:12:06,789 - mmaction - INFO - Epoch [20][3840/5010] lr: 7.500e-03, eta: 1 day, 19:20:20, time: 0.990, data_time: 0.004, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8333, loss_cls: 1.5536, loss: 1.5536, grad_norm: 5.9506 2020-10-12 03:12:27,222 - mmaction - INFO - Epoch [20][3860/5010] lr: 7.500e-03, eta: 1 day, 19:20:00, time: 1.024, data_time: 0.008, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8260, loss_cls: 1.6479, loss: 1.6479, grad_norm: 6.0908 2020-10-12 03:12:46,306 - mmaction - INFO - Epoch [20][3880/5010] lr: 7.500e-03, eta: 1 day, 19:19:37, time: 0.954, data_time: 0.003, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8229, loss_cls: 1.6261, loss: 1.6261, grad_norm: 5.9059 2020-10-12 03:13:07,051 - mmaction - INFO - Epoch [20][3900/5010] lr: 7.500e-03, eta: 1 day, 19:19:16, time: 1.037, data_time: 0.006, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8219, loss_cls: 1.6713, loss: 1.6713, grad_norm: 6.0139 2020-10-12 03:13:26,859 - mmaction - INFO - Epoch [20][3920/5010] lr: 7.500e-03, eta: 1 day, 19:18:55, time: 0.992, data_time: 0.003, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8260, loss_cls: 1.6202, loss: 1.6202, grad_norm: 5.9343 2020-10-12 03:13:46,607 - mmaction - INFO - Epoch [20][3940/5010] lr: 7.500e-03, eta: 1 day, 19:18:33, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8375, loss_cls: 1.5665, loss: 1.5665, grad_norm: 5.8596 2020-10-12 03:14:07,402 - mmaction - INFO - Epoch [20][3960/5010] lr: 7.500e-03, eta: 1 day, 19:18:12, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8521, loss_cls: 1.5119, loss: 1.5119, grad_norm: 6.0375 2020-10-12 03:14:26,279 - mmaction - INFO - Epoch [20][3980/5010] lr: 7.500e-03, eta: 1 day, 19:17:49, time: 0.946, data_time: 0.007, memory: 10398, top1_acc: 0.6260, top5_acc: 0.8427, loss_cls: 1.5344, loss: 1.5344, grad_norm: 5.6813 2020-10-12 03:14:46,023 - mmaction - INFO - Epoch [20][4000/5010] lr: 7.500e-03, eta: 1 day, 19:17:27, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8312, loss_cls: 1.5895, loss: 1.5895, grad_norm: 5.8929 2020-10-12 03:15:05,909 - mmaction - INFO - Epoch [20][4020/5010] lr: 7.500e-03, eta: 1 day, 19:17:06, time: 0.995, data_time: 0.006, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8125, loss_cls: 1.6883, loss: 1.6883, grad_norm: 6.0728 2020-10-12 03:15:25,473 - mmaction - INFO - Epoch [20][4040/5010] lr: 7.500e-03, eta: 1 day, 19:16:43, time: 0.978, data_time: 0.002, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8313, loss_cls: 1.6515, loss: 1.6515, grad_norm: 6.0609 2020-10-12 03:15:45,532 - mmaction - INFO - Epoch [20][4060/5010] lr: 7.500e-03, eta: 1 day, 19:16:22, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8354, loss_cls: 1.5797, loss: 1.5797, grad_norm: 5.9650 2020-10-12 03:16:05,457 - mmaction - INFO - Epoch [20][4080/5010] lr: 7.500e-03, eta: 1 day, 19:16:00, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8042, loss_cls: 1.7017, loss: 1.7017, grad_norm: 6.1494 2020-10-12 03:16:24,781 - mmaction - INFO - Epoch [20][4100/5010] lr: 7.500e-03, eta: 1 day, 19:15:38, time: 0.968, data_time: 0.007, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8375, loss_cls: 1.7122, loss: 1.7122, grad_norm: 5.9410 2020-10-12 03:16:44,582 - mmaction - INFO - Epoch [20][4120/5010] lr: 7.500e-03, eta: 1 day, 19:15:16, time: 0.992, data_time: 0.004, memory: 10398, top1_acc: 0.6240, top5_acc: 0.8458, loss_cls: 1.5257, loss: 1.5257, grad_norm: 5.7983 2020-10-12 03:17:03,745 - mmaction - INFO - Epoch [20][4140/5010] lr: 7.500e-03, eta: 1 day, 19:14:53, time: 0.956, data_time: 0.005, memory: 10398, top1_acc: 0.6667, top5_acc: 0.8531, loss_cls: 1.4022, loss: 1.4022, grad_norm: 5.8135 2020-10-12 03:17:23,397 - mmaction - INFO - Epoch [20][4160/5010] lr: 7.500e-03, eta: 1 day, 19:14:31, time: 0.985, data_time: 0.007, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8469, loss_cls: 1.5761, loss: 1.5761, grad_norm: 5.8623 2020-10-12 03:17:43,632 - mmaction - INFO - Epoch [20][4180/5010] lr: 7.500e-03, eta: 1 day, 19:14:10, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.6615, top5_acc: 0.8531, loss_cls: 1.4247, loss: 1.4247, grad_norm: 5.7979 2020-10-12 03:18:02,562 - mmaction - INFO - Epoch [20][4200/5010] lr: 7.500e-03, eta: 1 day, 19:13:47, time: 0.947, data_time: 0.004, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8313, loss_cls: 1.5848, loss: 1.5848, grad_norm: 6.1081 2020-10-12 03:18:23,416 - mmaction - INFO - Epoch [20][4220/5010] lr: 7.500e-03, eta: 1 day, 19:13:27, time: 1.043, data_time: 0.006, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8396, loss_cls: 1.5997, loss: 1.5997, grad_norm: 6.1719 2020-10-12 03:18:42,240 - mmaction - INFO - Epoch [20][4240/5010] lr: 7.500e-03, eta: 1 day, 19:13:03, time: 0.942, data_time: 0.002, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8177, loss_cls: 1.7037, loss: 1.7037, grad_norm: 6.3063 2020-10-12 03:19:01,484 - mmaction - INFO - Epoch [20][4260/5010] lr: 7.500e-03, eta: 1 day, 19:12:41, time: 0.959, data_time: 0.005, memory: 10398, top1_acc: 0.6219, top5_acc: 0.8500, loss_cls: 1.5546, loss: 1.5546, grad_norm: 6.1181 2020-10-12 03:19:22,048 - mmaction - INFO - Epoch [20][4280/5010] lr: 7.500e-03, eta: 1 day, 19:12:20, time: 1.031, data_time: 0.008, memory: 10398, top1_acc: 0.6250, top5_acc: 0.8469, loss_cls: 1.5394, loss: 1.5394, grad_norm: 5.8270 2020-10-12 03:19:42,165 - mmaction - INFO - Epoch [20][4300/5010] lr: 7.500e-03, eta: 1 day, 19:11:59, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8385, loss_cls: 1.5529, loss: 1.5529, grad_norm: 5.8195 2020-10-12 03:20:01,610 - mmaction - INFO - Epoch [20][4320/5010] lr: 7.500e-03, eta: 1 day, 19:11:36, time: 0.971, data_time: 0.006, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8458, loss_cls: 1.5397, loss: 1.5397, grad_norm: 6.2977 2020-10-12 03:20:21,612 - mmaction - INFO - Epoch [20][4340/5010] lr: 7.500e-03, eta: 1 day, 19:11:15, time: 1.000, data_time: 0.004, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8229, loss_cls: 1.5633, loss: 1.5633, grad_norm: 5.6011 2020-10-12 03:20:40,987 - mmaction - INFO - Epoch [20][4360/5010] lr: 7.500e-03, eta: 1 day, 19:10:52, time: 0.969, data_time: 0.003, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8354, loss_cls: 1.5613, loss: 1.5613, grad_norm: 5.7819 2020-10-12 03:20:59,925 - mmaction - INFO - Epoch [20][4380/5010] lr: 7.500e-03, eta: 1 day, 19:10:29, time: 0.942, data_time: 0.005, memory: 10398, top1_acc: 0.6365, top5_acc: 0.8469, loss_cls: 1.5355, loss: 1.5355, grad_norm: 5.9481 2020-10-12 03:21:19,309 - mmaction - INFO - Epoch [20][4400/5010] lr: 7.500e-03, eta: 1 day, 19:10:07, time: 0.974, data_time: 0.008, memory: 10398, top1_acc: 0.6354, top5_acc: 0.8448, loss_cls: 1.5133, loss: 1.5133, grad_norm: 6.0710 2020-10-12 03:21:38,622 - mmaction - INFO - Epoch [20][4420/5010] lr: 7.500e-03, eta: 1 day, 19:09:44, time: 0.962, data_time: 0.005, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8167, loss_cls: 1.6740, loss: 1.6740, grad_norm: 6.0912 2020-10-12 03:21:58,099 - mmaction - INFO - Epoch [20][4440/5010] lr: 7.500e-03, eta: 1 day, 19:09:22, time: 0.977, data_time: 0.009, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8333, loss_cls: 1.5048, loss: 1.5048, grad_norm: 5.8180 2020-10-12 03:22:18,125 - mmaction - INFO - Epoch [20][4460/5010] lr: 7.500e-03, eta: 1 day, 19:09:00, time: 0.998, data_time: 0.005, memory: 10398, top1_acc: 0.6396, top5_acc: 0.8323, loss_cls: 1.5248, loss: 1.5248, grad_norm: 6.0414 2020-10-12 03:22:38,250 - mmaction - INFO - Epoch [20][4480/5010] lr: 7.500e-03, eta: 1 day, 19:08:39, time: 1.009, data_time: 0.008, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8490, loss_cls: 1.5369, loss: 1.5369, grad_norm: 6.0021 2020-10-12 03:22:58,390 - mmaction - INFO - Epoch [20][4500/5010] lr: 7.500e-03, eta: 1 day, 19:08:18, time: 1.003, data_time: 0.005, memory: 10398, top1_acc: 0.6427, top5_acc: 0.8510, loss_cls: 1.4767, loss: 1.4767, grad_norm: 5.9092 2020-10-12 03:23:17,541 - mmaction - INFO - Epoch [20][4520/5010] lr: 7.500e-03, eta: 1 day, 19:07:55, time: 0.962, data_time: 0.008, memory: 10398, top1_acc: 0.6188, top5_acc: 0.8323, loss_cls: 1.5675, loss: 1.5675, grad_norm: 6.0271 2020-10-12 03:23:38,038 - mmaction - INFO - Epoch [20][4540/5010] lr: 7.500e-03, eta: 1 day, 19:07:34, time: 1.025, data_time: 0.002, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8510, loss_cls: 1.5080, loss: 1.5080, grad_norm: 5.9292 2020-10-12 03:23:57,857 - mmaction - INFO - Epoch [20][4560/5010] lr: 7.500e-03, eta: 1 day, 19:07:13, time: 0.989, data_time: 0.004, memory: 10398, top1_acc: 0.5802, top5_acc: 0.8250, loss_cls: 1.6777, loss: 1.6777, grad_norm: 6.2898 2020-10-12 03:24:17,908 - mmaction - INFO - Epoch [20][4580/5010] lr: 7.500e-03, eta: 1 day, 19:06:51, time: 1.004, data_time: 0.006, memory: 10398, top1_acc: 0.6312, top5_acc: 0.8406, loss_cls: 1.5434, loss: 1.5434, grad_norm: 5.9108 2020-10-12 03:24:36,940 - mmaction - INFO - Epoch [20][4600/5010] lr: 7.500e-03, eta: 1 day, 19:06:28, time: 0.950, data_time: 0.005, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8313, loss_cls: 1.6306, loss: 1.6306, grad_norm: 6.0749 2020-10-12 03:24:56,706 - mmaction - INFO - Epoch [20][4620/5010] lr: 7.500e-03, eta: 1 day, 19:06:06, time: 0.990, data_time: 0.005, memory: 10398, top1_acc: 0.6250, top5_acc: 0.8396, loss_cls: 1.5520, loss: 1.5520, grad_norm: 5.9259 2020-10-12 03:25:16,275 - mmaction - INFO - Epoch [20][4640/5010] lr: 7.500e-03, eta: 1 day, 19:05:44, time: 0.978, data_time: 0.007, memory: 10398, top1_acc: 0.6063, top5_acc: 0.8354, loss_cls: 1.5743, loss: 1.5743, grad_norm: 5.9676 2020-10-12 03:25:35,716 - mmaction - INFO - Epoch [20][4660/5010] lr: 7.500e-03, eta: 1 day, 19:05:22, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8438, loss_cls: 1.5312, loss: 1.5312, grad_norm: 5.7143 2020-10-12 03:25:55,310 - mmaction - INFO - Epoch [20][4680/5010] lr: 7.500e-03, eta: 1 day, 19:05:00, time: 0.980, data_time: 0.005, memory: 10398, top1_acc: 0.6271, top5_acc: 0.8563, loss_cls: 1.5278, loss: 1.5278, grad_norm: 5.9725 2020-10-12 03:26:14,811 - mmaction - INFO - Epoch [20][4700/5010] lr: 7.500e-03, eta: 1 day, 19:04:38, time: 0.972, data_time: 0.007, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8354, loss_cls: 1.5618, loss: 1.5618, grad_norm: 6.1115 2020-10-12 03:26:34,562 - mmaction - INFO - Epoch [20][4720/5010] lr: 7.500e-03, eta: 1 day, 19:04:16, time: 0.991, data_time: 0.007, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8427, loss_cls: 1.5729, loss: 1.5729, grad_norm: 6.1534 2020-10-12 03:26:54,756 - mmaction - INFO - Epoch [20][4740/5010] lr: 7.500e-03, eta: 1 day, 19:03:55, time: 1.010, data_time: 0.002, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8417, loss_cls: 1.6048, loss: 1.6048, grad_norm: 6.0918 2020-10-12 03:27:14,374 - mmaction - INFO - Epoch [20][4760/5010] lr: 7.500e-03, eta: 1 day, 19:03:32, time: 0.977, data_time: 0.004, memory: 10398, top1_acc: 0.6344, top5_acc: 0.8448, loss_cls: 1.5255, loss: 1.5255, grad_norm: 5.9569 2020-10-12 03:27:33,250 - mmaction - INFO - Epoch [20][4780/5010] lr: 7.500e-03, eta: 1 day, 19:03:09, time: 0.948, data_time: 0.008, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8167, loss_cls: 1.6491, loss: 1.6491, grad_norm: 6.2763 2020-10-12 03:27:53,749 - mmaction - INFO - Epoch [20][4800/5010] lr: 7.500e-03, eta: 1 day, 19:02:49, time: 1.025, data_time: 0.003, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8427, loss_cls: 1.5700, loss: 1.5700, grad_norm: 6.0152 2020-10-12 03:28:14,461 - mmaction - INFO - Epoch [20][4820/5010] lr: 7.500e-03, eta: 1 day, 19:02:28, time: 1.033, data_time: 0.005, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8250, loss_cls: 1.6978, loss: 1.6978, grad_norm: 6.0034 2020-10-12 03:28:34,230 - mmaction - INFO - Epoch [20][4840/5010] lr: 7.500e-03, eta: 1 day, 19:02:06, time: 0.990, data_time: 0.007, memory: 10398, top1_acc: 0.5979, top5_acc: 0.8375, loss_cls: 1.6297, loss: 1.6297, grad_norm: 6.0999 2020-10-12 03:28:52,933 - mmaction - INFO - Epoch [20][4860/5010] lr: 7.500e-03, eta: 1 day, 19:01:43, time: 0.936, data_time: 0.003, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8333, loss_cls: 1.6114, loss: 1.6114, grad_norm: 6.0597 2020-10-12 03:29:12,563 - mmaction - INFO - Epoch [20][4880/5010] lr: 7.500e-03, eta: 1 day, 19:01:21, time: 0.979, data_time: 0.005, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8417, loss_cls: 1.5482, loss: 1.5482, grad_norm: 5.9189 2020-10-12 03:29:32,868 - mmaction - INFO - Epoch [20][4900/5010] lr: 7.500e-03, eta: 1 day, 19:01:00, time: 1.018, data_time: 0.007, memory: 10398, top1_acc: 0.6344, top5_acc: 0.8375, loss_cls: 1.5055, loss: 1.5055, grad_norm: 5.6813 2020-10-12 03:29:51,648 - mmaction - INFO - Epoch [20][4920/5010] lr: 7.500e-03, eta: 1 day, 19:00:37, time: 0.939, data_time: 0.002, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8208, loss_cls: 1.7003, loss: 1.7003, grad_norm: 5.9465 2020-10-12 03:30:10,962 - mmaction - INFO - Epoch [20][4940/5010] lr: 7.500e-03, eta: 1 day, 19:00:14, time: 0.966, data_time: 0.004, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8365, loss_cls: 1.6380, loss: 1.6380, grad_norm: 5.8636 2020-10-12 03:30:31,993 - mmaction - INFO - Epoch [20][4960/5010] lr: 7.500e-03, eta: 1 day, 18:59:54, time: 1.049, data_time: 0.002, memory: 10398, top1_acc: 0.6281, top5_acc: 0.8458, loss_cls: 1.5185, loss: 1.5185, grad_norm: 5.6570 2020-10-12 03:30:50,510 - mmaction - INFO - Epoch [20][4980/5010] lr: 7.500e-03, eta: 1 day, 18:59:30, time: 0.927, data_time: 0.008, memory: 10398, top1_acc: 0.6208, top5_acc: 0.8427, loss_cls: 1.5521, loss: 1.5521, grad_norm: 5.8055 2020-10-12 03:31:10,779 - mmaction - INFO - Epoch [20][5000/5010] lr: 7.500e-03, eta: 1 day, 18:59:09, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.6240, top5_acc: 0.8354, loss_cls: 1.5482, loss: 1.5482, grad_norm: 5.9139 2020-10-12 03:31:20,282 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-10-12 03:31:51,767 - mmaction - INFO - Epoch [21][20/5010] lr: 7.500e-04, eta: 1 day, 18:58:38, time: 1.532, data_time: 0.659, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8677, loss_cls: 1.4827, loss: 1.4827, grad_norm: 5.8700 2020-10-12 03:32:09,839 - mmaction - INFO - Epoch [21][40/5010] lr: 7.500e-04, eta: 1 day, 18:58:14, time: 0.906, data_time: 0.007, memory: 10398, top1_acc: 0.6490, top5_acc: 0.8656, loss_cls: 1.4067, loss: 1.4067, grad_norm: 5.6340 2020-10-12 03:32:28,641 - mmaction - INFO - Epoch [21][60/5010] lr: 7.500e-04, eta: 1 day, 18:57:50, time: 0.939, data_time: 0.006, memory: 10398, top1_acc: 0.6521, top5_acc: 0.8625, loss_cls: 1.4359, loss: 1.4359, grad_norm: 5.6838 2020-10-12 03:32:48,525 - mmaction - INFO - Epoch [21][80/5010] lr: 7.500e-04, eta: 1 day, 18:57:29, time: 0.995, data_time: 0.003, memory: 10398, top1_acc: 0.6406, top5_acc: 0.8375, loss_cls: 1.5527, loss: 1.5527, grad_norm: 5.7093 2020-10-12 03:33:07,616 - mmaction - INFO - Epoch [21][100/5010] lr: 7.500e-04, eta: 1 day, 18:57:06, time: 0.955, data_time: 0.006, memory: 10398, top1_acc: 0.6594, top5_acc: 0.8635, loss_cls: 1.3906, loss: 1.3906, grad_norm: 5.5578 2020-10-12 03:33:27,779 - mmaction - INFO - Epoch [21][120/5010] lr: 7.500e-04, eta: 1 day, 18:56:45, time: 1.008, data_time: 0.002, memory: 10398, top1_acc: 0.6667, top5_acc: 0.8656, loss_cls: 1.4003, loss: 1.4003, grad_norm: 5.5506 2020-10-12 03:33:46,488 - mmaction - INFO - Epoch [21][140/5010] lr: 7.500e-04, eta: 1 day, 18:56:21, time: 0.935, data_time: 0.002, memory: 10398, top1_acc: 0.6490, top5_acc: 0.8813, loss_cls: 1.3690, loss: 1.3690, grad_norm: 5.6838 2020-10-12 03:34:06,503 - mmaction - INFO - Epoch [21][160/5010] lr: 7.500e-04, eta: 1 day, 18:56:00, time: 0.999, data_time: 0.006, memory: 10398, top1_acc: 0.6583, top5_acc: 0.8698, loss_cls: 1.3478, loss: 1.3478, grad_norm: 5.4178 2020-10-12 03:34:25,950 - mmaction - INFO - Epoch [21][180/5010] lr: 7.500e-04, eta: 1 day, 18:55:38, time: 0.975, data_time: 0.008, memory: 10398, top1_acc: 0.6667, top5_acc: 0.8729, loss_cls: 1.2953, loss: 1.2953, grad_norm: 5.4016 2020-10-12 03:34:45,618 - mmaction - INFO - Epoch [21][200/5010] lr: 7.500e-04, eta: 1 day, 18:55:16, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.6677, top5_acc: 0.8729, loss_cls: 1.3067, loss: 1.3067, grad_norm: 5.5873 2020-10-12 03:35:05,438 - mmaction - INFO - Epoch [21][220/5010] lr: 7.500e-04, eta: 1 day, 18:54:54, time: 0.991, data_time: 0.006, memory: 10398, top1_acc: 0.6823, top5_acc: 0.8583, loss_cls: 1.3203, loss: 1.3203, grad_norm: 5.3336 2020-10-12 03:35:24,797 - mmaction - INFO - Epoch [21][240/5010] lr: 7.500e-04, eta: 1 day, 18:54:32, time: 0.968, data_time: 0.003, memory: 10398, top1_acc: 0.6781, top5_acc: 0.8927, loss_cls: 1.2778, loss: 1.2778, grad_norm: 5.3974 2020-10-12 03:35:44,547 - mmaction - INFO - Epoch [21][260/5010] lr: 7.500e-04, eta: 1 day, 18:54:10, time: 0.988, data_time: 0.003, memory: 10398, top1_acc: 0.6542, top5_acc: 0.8740, loss_cls: 1.3413, loss: 1.3413, grad_norm: 5.5163 2020-10-12 03:36:03,607 - mmaction - INFO - Epoch [21][280/5010] lr: 7.500e-04, eta: 1 day, 18:53:47, time: 0.951, data_time: 0.005, memory: 10398, top1_acc: 0.6896, top5_acc: 0.8771, loss_cls: 1.2432, loss: 1.2432, grad_norm: 5.4707 2020-10-12 03:36:23,027 - mmaction - INFO - Epoch [21][300/5010] lr: 7.500e-04, eta: 1 day, 18:53:24, time: 0.973, data_time: 0.006, memory: 10398, top1_acc: 0.6885, top5_acc: 0.8635, loss_cls: 1.2537, loss: 1.2537, grad_norm: 5.2969 2020-10-12 03:36:42,683 - mmaction - INFO - Epoch [21][320/5010] lr: 7.500e-04, eta: 1 day, 18:53:03, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.6750, top5_acc: 0.8427, loss_cls: 1.3628, loss: 1.3628, grad_norm: 5.2486 2020-10-12 03:37:01,997 - mmaction - INFO - Epoch [21][340/5010] lr: 7.500e-04, eta: 1 day, 18:52:40, time: 0.963, data_time: 0.004, memory: 10398, top1_acc: 0.6896, top5_acc: 0.8698, loss_cls: 1.2736, loss: 1.2736, grad_norm: 5.4311 2020-10-12 03:37:21,482 - mmaction - INFO - Epoch [21][360/5010] lr: 7.500e-04, eta: 1 day, 18:52:18, time: 0.976, data_time: 0.005, memory: 10398, top1_acc: 0.6688, top5_acc: 0.8552, loss_cls: 1.3728, loss: 1.3728, grad_norm: 5.5321 2020-10-12 03:37:40,669 - mmaction - INFO - Epoch [21][380/5010] lr: 7.500e-04, eta: 1 day, 18:51:55, time: 0.959, data_time: 0.002, memory: 10398, top1_acc: 0.7073, top5_acc: 0.8969, loss_cls: 1.1556, loss: 1.1556, grad_norm: 5.1725 2020-10-12 03:38:00,083 - mmaction - INFO - Epoch [21][400/5010] lr: 7.500e-04, eta: 1 day, 18:51:33, time: 0.968, data_time: 0.005, memory: 10398, top1_acc: 0.6615, top5_acc: 0.8542, loss_cls: 1.3449, loss: 1.3449, grad_norm: 5.5720 2020-10-12 03:38:19,239 - mmaction - INFO - Epoch [21][420/5010] lr: 7.500e-04, eta: 1 day, 18:51:10, time: 0.960, data_time: 0.007, memory: 10398, top1_acc: 0.6917, top5_acc: 0.8687, loss_cls: 1.2712, loss: 1.2712, grad_norm: 5.5667 2020-10-12 03:38:38,609 - mmaction - INFO - Epoch [21][440/5010] lr: 7.500e-04, eta: 1 day, 18:50:48, time: 0.968, data_time: 0.005, memory: 10398, top1_acc: 0.6812, top5_acc: 0.8781, loss_cls: 1.2707, loss: 1.2707, grad_norm: 5.3227 2020-10-12 03:38:58,257 - mmaction - INFO - Epoch [21][460/5010] lr: 7.500e-04, eta: 1 day, 18:50:26, time: 0.984, data_time: 0.005, memory: 10398, top1_acc: 0.6667, top5_acc: 0.8667, loss_cls: 1.3263, loss: 1.3263, grad_norm: 5.5576 2020-10-12 03:39:17,687 - mmaction - INFO - Epoch [21][480/5010] lr: 7.500e-04, eta: 1 day, 18:50:03, time: 0.967, data_time: 0.004, memory: 10398, top1_acc: 0.6979, top5_acc: 0.8854, loss_cls: 1.1999, loss: 1.1999, grad_norm: 5.2985 2020-10-12 03:39:36,727 - mmaction - INFO - Epoch [21][500/5010] lr: 7.500e-04, eta: 1 day, 18:49:40, time: 0.956, data_time: 0.008, memory: 10398, top1_acc: 0.6729, top5_acc: 0.8750, loss_cls: 1.2754, loss: 1.2754, grad_norm: 5.8548 2020-10-12 03:39:56,710 - mmaction - INFO - Epoch [21][520/5010] lr: 7.500e-04, eta: 1 day, 18:49:19, time: 0.996, data_time: 0.004, memory: 10398, top1_acc: 0.6760, top5_acc: 0.8667, loss_cls: 1.2793, loss: 1.2793, grad_norm: 5.5641 2020-10-12 03:40:16,581 - mmaction - INFO - Epoch [21][540/5010] lr: 7.500e-04, eta: 1 day, 18:48:57, time: 0.997, data_time: 0.006, memory: 10398, top1_acc: 0.6646, top5_acc: 0.8656, loss_cls: 1.3452, loss: 1.3452, grad_norm: 5.6068 2020-10-12 03:40:35,837 - mmaction - INFO - Epoch [21][560/5010] lr: 7.500e-04, eta: 1 day, 18:48:35, time: 0.959, data_time: 0.005, memory: 10398, top1_acc: 0.6771, top5_acc: 0.8708, loss_cls: 1.3007, loss: 1.3007, grad_norm: 5.5440 2020-10-12 03:40:55,330 - mmaction - INFO - Epoch [21][580/5010] lr: 7.500e-04, eta: 1 day, 18:48:13, time: 0.978, data_time: 0.007, memory: 10398, top1_acc: 0.6406, top5_acc: 0.8552, loss_cls: 1.3873, loss: 1.3873, grad_norm: 5.6687 2020-10-12 03:41:14,402 - mmaction - INFO - Epoch [21][600/5010] lr: 7.500e-04, eta: 1 day, 18:47:50, time: 0.951, data_time: 0.004, memory: 10398, top1_acc: 0.6833, top5_acc: 0.8677, loss_cls: 1.2899, loss: 1.2899, grad_norm: 5.7106 2020-10-12 03:41:33,762 - mmaction - INFO - Epoch [21][620/5010] lr: 7.500e-04, eta: 1 day, 18:47:27, time: 0.970, data_time: 0.007, memory: 10398, top1_acc: 0.6760, top5_acc: 0.8635, loss_cls: 1.3127, loss: 1.3127, grad_norm: 5.6839 2020-10-12 03:41:52,954 - mmaction - INFO - Epoch [21][640/5010] lr: 7.500e-04, eta: 1 day, 18:47:05, time: 0.960, data_time: 0.003, memory: 10398, top1_acc: 0.6604, top5_acc: 0.8563, loss_cls: 1.3612, loss: 1.3612, grad_norm: 5.8278 2020-10-12 03:42:12,459 - mmaction - INFO - Epoch [21][660/5010] lr: 7.500e-04, eta: 1 day, 18:46:43, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.6885, top5_acc: 0.8885, loss_cls: 1.2338, loss: 1.2338, grad_norm: 5.4715 2020-10-12 03:42:32,015 - mmaction - INFO - Epoch [21][680/5010] lr: 7.500e-04, eta: 1 day, 18:46:20, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.6833, top5_acc: 0.8708, loss_cls: 1.2967, loss: 1.2967, grad_norm: 5.5566 2020-10-12 03:42:51,195 - mmaction - INFO - Epoch [21][700/5010] lr: 7.500e-04, eta: 1 day, 18:45:58, time: 0.962, data_time: 0.007, memory: 10398, top1_acc: 0.6885, top5_acc: 0.8802, loss_cls: 1.2267, loss: 1.2267, grad_norm: 5.4459 2020-10-12 03:43:10,378 - mmaction - INFO - Epoch [21][720/5010] lr: 7.500e-04, eta: 1 day, 18:45:35, time: 0.959, data_time: 0.006, memory: 10398, top1_acc: 0.6906, top5_acc: 0.8823, loss_cls: 1.2019, loss: 1.2019, grad_norm: 5.4093 2020-10-12 03:43:30,136 - mmaction - INFO - Epoch [21][740/5010] lr: 7.500e-04, eta: 1 day, 18:45:13, time: 0.988, data_time: 0.003, memory: 10398, top1_acc: 0.6698, top5_acc: 0.8771, loss_cls: 1.2965, loss: 1.2965, grad_norm: 5.6729 2020-10-12 03:43:49,488 - mmaction - INFO - Epoch [21][760/5010] lr: 7.500e-04, eta: 1 day, 18:44:51, time: 0.967, data_time: 0.003, memory: 10398, top1_acc: 0.7083, top5_acc: 0.8760, loss_cls: 1.2678, loss: 1.2678, grad_norm: 5.4658 2020-10-12 03:44:10,103 - mmaction - INFO - Epoch [21][780/5010] lr: 7.500e-04, eta: 1 day, 18:44:30, time: 1.029, data_time: 0.005, memory: 10398, top1_acc: 0.6948, top5_acc: 0.8896, loss_cls: 1.1666, loss: 1.1666, grad_norm: 5.4246 2020-10-12 03:44:28,883 - mmaction - INFO - Epoch [21][800/5010] lr: 7.500e-04, eta: 1 day, 18:44:07, time: 0.941, data_time: 0.006, memory: 10398, top1_acc: 0.6729, top5_acc: 0.8740, loss_cls: 1.3197, loss: 1.3197, grad_norm: 5.7462 2020-10-12 03:44:49,462 - mmaction - INFO - Epoch [21][820/5010] lr: 7.500e-04, eta: 1 day, 18:43:47, time: 1.029, data_time: 0.002, memory: 10398, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2642, loss: 1.2642, grad_norm: 5.6286 2020-10-12 03:45:09,061 - mmaction - INFO - Epoch [21][840/5010] lr: 7.500e-04, eta: 1 day, 18:43:24, time: 0.980, data_time: 0.005, memory: 10398, top1_acc: 0.6802, top5_acc: 0.8604, loss_cls: 1.3043, loss: 1.3043, grad_norm: 5.5686 2020-10-12 03:45:28,950 - mmaction - INFO - Epoch [21][860/5010] lr: 7.500e-04, eta: 1 day, 18:43:03, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.6771, top5_acc: 0.8594, loss_cls: 1.3167, loss: 1.3167, grad_norm: 5.5129 2020-10-12 03:45:48,434 - mmaction - INFO - Epoch [21][880/5010] lr: 7.500e-04, eta: 1 day, 18:42:41, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.6896, top5_acc: 0.8750, loss_cls: 1.2743, loss: 1.2743, grad_norm: 5.6307 2020-10-12 03:46:07,353 - mmaction - INFO - Epoch [21][900/5010] lr: 7.500e-04, eta: 1 day, 18:42:18, time: 0.944, data_time: 0.004, memory: 10398, top1_acc: 0.7021, top5_acc: 0.8792, loss_cls: 1.2026, loss: 1.2026, grad_norm: 5.3963 2020-10-12 03:46:26,423 - mmaction - INFO - Epoch [21][920/5010] lr: 7.500e-04, eta: 1 day, 18:41:55, time: 0.954, data_time: 0.008, memory: 10398, top1_acc: 0.6990, top5_acc: 0.8813, loss_cls: 1.2165, loss: 1.2165, grad_norm: 5.3759 2020-10-12 03:46:45,714 - mmaction - INFO - Epoch [21][940/5010] lr: 7.500e-04, eta: 1 day, 18:41:32, time: 0.966, data_time: 0.003, memory: 10398, top1_acc: 0.6885, top5_acc: 0.8740, loss_cls: 1.2898, loss: 1.2898, grad_norm: 5.6679 2020-10-12 03:47:05,289 - mmaction - INFO - Epoch [21][960/5010] lr: 7.500e-04, eta: 1 day, 18:41:10, time: 0.977, data_time: 0.005, memory: 10398, top1_acc: 0.6448, top5_acc: 0.8698, loss_cls: 1.3494, loss: 1.3494, grad_norm: 5.9299 2020-10-12 03:47:24,130 - mmaction - INFO - Epoch [21][980/5010] lr: 7.500e-04, eta: 1 day, 18:40:47, time: 0.944, data_time: 0.005, memory: 10398, top1_acc: 0.6813, top5_acc: 0.8729, loss_cls: 1.2544, loss: 1.2544, grad_norm: 5.5786 2020-10-12 03:47:43,636 - mmaction - INFO - Epoch [21][1000/5010] lr: 7.500e-04, eta: 1 day, 18:40:25, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.7000, top5_acc: 0.8823, loss_cls: 1.2355, loss: 1.2355, grad_norm: 5.5070 2020-10-12 03:48:02,624 - mmaction - INFO - Epoch [21][1020/5010] lr: 7.500e-04, eta: 1 day, 18:40:02, time: 0.946, data_time: 0.004, memory: 10398, top1_acc: 0.6812, top5_acc: 0.8740, loss_cls: 1.2458, loss: 1.2458, grad_norm: 5.5050 2020-10-12 03:48:22,291 - mmaction - INFO - Epoch [21][1040/5010] lr: 7.500e-04, eta: 1 day, 18:39:40, time: 0.987, data_time: 0.008, memory: 10398, top1_acc: 0.6990, top5_acc: 0.8969, loss_cls: 1.2119, loss: 1.2119, grad_norm: 5.6584 2020-10-12 03:48:42,141 - mmaction - INFO - Epoch [21][1060/5010] lr: 7.500e-04, eta: 1 day, 18:39:18, time: 0.992, data_time: 0.002, memory: 10398, top1_acc: 0.6823, top5_acc: 0.8802, loss_cls: 1.2419, loss: 1.2419, grad_norm: 5.7054 2020-10-12 03:49:01,612 - mmaction - INFO - Epoch [21][1080/5010] lr: 7.500e-04, eta: 1 day, 18:38:56, time: 0.972, data_time: 0.006, memory: 10398, top1_acc: 0.6781, top5_acc: 0.8708, loss_cls: 1.3099, loss: 1.3099, grad_norm: 5.7468 2020-10-12 03:49:21,453 - mmaction - INFO - Epoch [21][1100/5010] lr: 7.500e-04, eta: 1 day, 18:38:35, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.6625, top5_acc: 0.8573, loss_cls: 1.3425, loss: 1.3425, grad_norm: 5.8645 2020-10-12 03:49:40,850 - mmaction - INFO - Epoch [21][1120/5010] lr: 7.500e-04, eta: 1 day, 18:38:12, time: 0.971, data_time: 0.003, memory: 10398, top1_acc: 0.6927, top5_acc: 0.8688, loss_cls: 1.2693, loss: 1.2693, grad_norm: 5.6821 2020-10-12 03:49:59,812 - mmaction - INFO - Epoch [21][1140/5010] lr: 7.500e-04, eta: 1 day, 18:37:49, time: 0.946, data_time: 0.005, memory: 10398, top1_acc: 0.7083, top5_acc: 0.8875, loss_cls: 1.1749, loss: 1.1749, grad_norm: 5.5113 2020-10-12 03:50:19,890 - mmaction - INFO - Epoch [21][1160/5010] lr: 7.500e-04, eta: 1 day, 18:37:28, time: 1.005, data_time: 0.006, memory: 10398, top1_acc: 0.7021, top5_acc: 0.8781, loss_cls: 1.1938, loss: 1.1938, grad_norm: 5.3769 2020-10-12 03:50:40,498 - mmaction - INFO - Epoch [21][1180/5010] lr: 7.500e-04, eta: 1 day, 18:37:07, time: 1.027, data_time: 0.005, memory: 10398, top1_acc: 0.6625, top5_acc: 0.8698, loss_cls: 1.3506, loss: 1.3506, grad_norm: 5.7448 2020-10-12 03:50:59,693 - mmaction - INFO - Epoch [21][1200/5010] lr: 7.500e-04, eta: 1 day, 18:36:45, time: 0.964, data_time: 0.007, memory: 10398, top1_acc: 0.7010, top5_acc: 0.8885, loss_cls: 1.2356, loss: 1.2356, grad_norm: 5.4417 2020-10-12 03:51:18,926 - mmaction - INFO - Epoch [21][1220/5010] lr: 7.500e-04, eta: 1 day, 18:36:22, time: 0.958, data_time: 0.004, memory: 10398, top1_acc: 0.6917, top5_acc: 0.8885, loss_cls: 1.2252, loss: 1.2252, grad_norm: 5.6943 2020-10-12 03:51:37,964 - mmaction - INFO - Epoch [21][1240/5010] lr: 7.500e-04, eta: 1 day, 18:35:59, time: 0.955, data_time: 0.008, memory: 10398, top1_acc: 0.7031, top5_acc: 0.8875, loss_cls: 1.2578, loss: 1.2578, grad_norm: 5.6559 2020-10-12 03:51:57,785 - mmaction - INFO - Epoch [21][1260/5010] lr: 7.500e-04, eta: 1 day, 18:35:38, time: 0.990, data_time: 0.006, memory: 10398, top1_acc: 0.6927, top5_acc: 0.8875, loss_cls: 1.2442, loss: 1.2442, grad_norm: 5.5638 2020-10-12 03:52:16,704 - mmaction - INFO - Epoch [21][1280/5010] lr: 7.500e-04, eta: 1 day, 18:35:15, time: 0.947, data_time: 0.007, memory: 10398, top1_acc: 0.6896, top5_acc: 0.8844, loss_cls: 1.2533, loss: 1.2533, grad_norm: 5.6107 2020-10-12 03:52:36,185 - mmaction - INFO - Epoch [21][1300/5010] lr: 7.500e-04, eta: 1 day, 18:34:52, time: 0.971, data_time: 0.005, memory: 10398, top1_acc: 0.6937, top5_acc: 0.8854, loss_cls: 1.2854, loss: 1.2854, grad_norm: 5.7653 2020-10-12 03:52:55,386 - mmaction - INFO - Epoch [21][1320/5010] lr: 7.500e-04, eta: 1 day, 18:34:30, time: 0.963, data_time: 0.007, memory: 10398, top1_acc: 0.6979, top5_acc: 0.8885, loss_cls: 1.1739, loss: 1.1739, grad_norm: 5.4819 2020-10-12 03:53:14,790 - mmaction - INFO - Epoch [21][1340/5010] lr: 7.500e-04, eta: 1 day, 18:34:08, time: 0.970, data_time: 0.005, memory: 10398, top1_acc: 0.6667, top5_acc: 0.8760, loss_cls: 1.2972, loss: 1.2972, grad_norm: 5.6267 2020-10-12 03:53:34,452 - mmaction - INFO - Epoch [21][1360/5010] lr: 7.500e-04, eta: 1 day, 18:33:46, time: 0.982, data_time: 0.002, memory: 10398, top1_acc: 0.6937, top5_acc: 0.8802, loss_cls: 1.2316, loss: 1.2316, grad_norm: 5.5399 2020-10-12 03:53:53,614 - mmaction - INFO - Epoch [21][1380/5010] lr: 7.500e-04, eta: 1 day, 18:33:23, time: 0.959, data_time: 0.003, memory: 10398, top1_acc: 0.6708, top5_acc: 0.8854, loss_cls: 1.2330, loss: 1.2330, grad_norm: 5.8310 2020-10-12 03:54:13,286 - mmaction - INFO - Epoch [21][1400/5010] lr: 7.500e-04, eta: 1 day, 18:33:01, time: 0.979, data_time: 0.004, memory: 10398, top1_acc: 0.6823, top5_acc: 0.8750, loss_cls: 1.2940, loss: 1.2940, grad_norm: 5.7026 2020-10-12 03:54:33,214 - mmaction - INFO - Epoch [21][1420/5010] lr: 7.500e-04, eta: 1 day, 18:32:40, time: 1.001, data_time: 0.008, memory: 10398, top1_acc: 0.7083, top5_acc: 0.8885, loss_cls: 1.1396, loss: 1.1396, grad_norm: 5.6607 2020-10-12 03:54:52,778 - mmaction - INFO - Epoch [21][1440/5010] lr: 7.500e-04, eta: 1 day, 18:32:18, time: 0.978, data_time: 0.002, memory: 10398, top1_acc: 0.6802, top5_acc: 0.8646, loss_cls: 1.2689, loss: 1.2689, grad_norm: 5.6904 2020-10-12 03:55:12,169 - mmaction - INFO - Epoch [21][1460/5010] lr: 7.500e-04, eta: 1 day, 18:31:55, time: 0.962, data_time: 0.004, memory: 10398, top1_acc: 0.6979, top5_acc: 0.8969, loss_cls: 1.1673, loss: 1.1673, grad_norm: 5.6722 2020-10-12 03:55:32,008 - mmaction - INFO - Epoch [21][1480/5010] lr: 7.500e-04, eta: 1 day, 18:31:34, time: 0.998, data_time: 0.011, memory: 10398, top1_acc: 0.7083, top5_acc: 0.8844, loss_cls: 1.1882, loss: 1.1882, grad_norm: 5.5715 2020-10-12 03:55:51,996 - mmaction - INFO - Epoch [21][1500/5010] lr: 7.500e-04, eta: 1 day, 18:31:12, time: 1.000, data_time: 0.002, memory: 10398, top1_acc: 0.6865, top5_acc: 0.8688, loss_cls: 1.2846, loss: 1.2846, grad_norm: 5.8671 2020-10-12 03:56:11,566 - mmaction - INFO - Epoch [21][1520/5010] lr: 7.500e-04, eta: 1 day, 18:30:50, time: 0.977, data_time: 0.005, memory: 10398, top1_acc: 0.6917, top5_acc: 0.8792, loss_cls: 1.2390, loss: 1.2390, grad_norm: 5.8537 2020-10-12 03:56:30,765 - mmaction - INFO - Epoch [21][1540/5010] lr: 7.500e-04, eta: 1 day, 18:30:28, time: 0.961, data_time: 0.005, memory: 10398, top1_acc: 0.6781, top5_acc: 0.8719, loss_cls: 1.2701, loss: 1.2701, grad_norm: 5.7518 2020-10-12 03:56:49,913 - mmaction - INFO - Epoch [21][1560/5010] lr: 7.500e-04, eta: 1 day, 18:30:05, time: 0.958, data_time: 0.003, memory: 10398, top1_acc: 0.7083, top5_acc: 0.8813, loss_cls: 1.1731, loss: 1.1731, grad_norm: 5.4716 2020-10-12 03:57:09,621 - mmaction - INFO - Epoch [21][1580/5010] lr: 7.500e-04, eta: 1 day, 18:29:43, time: 0.982, data_time: 0.005, memory: 10398, top1_acc: 0.6760, top5_acc: 0.8802, loss_cls: 1.2923, loss: 1.2923, grad_norm: 5.6336 2020-10-12 03:57:29,511 - mmaction - INFO - Epoch [21][1600/5010] lr: 7.500e-04, eta: 1 day, 18:29:22, time: 0.998, data_time: 0.007, memory: 10398, top1_acc: 0.6896, top5_acc: 0.8740, loss_cls: 1.2929, loss: 1.2929, grad_norm: 5.7043 2020-10-12 03:57:48,536 - mmaction - INFO - Epoch [21][1620/5010] lr: 7.500e-04, eta: 1 day, 18:28:59, time: 0.951, data_time: 0.002, memory: 10398, top1_acc: 0.6844, top5_acc: 0.8740, loss_cls: 1.2719, loss: 1.2719, grad_norm: 5.6890 2020-10-12 03:58:07,652 - mmaction - INFO - Epoch [21][1640/5010] lr: 7.500e-04, eta: 1 day, 18:28:36, time: 0.952, data_time: 0.005, memory: 10398, top1_acc: 0.7052, top5_acc: 0.8927, loss_cls: 1.1702, loss: 1.1702, grad_norm: 5.4821 2020-10-12 03:58:27,006 - mmaction - INFO - Epoch [21][1660/5010] lr: 7.500e-04, eta: 1 day, 18:28:14, time: 0.972, data_time: 0.007, memory: 10398, top1_acc: 0.6885, top5_acc: 0.8969, loss_cls: 1.2513, loss: 1.2513, grad_norm: 5.6622 2020-10-12 03:58:46,637 - mmaction - INFO - Epoch [21][1680/5010] lr: 7.500e-04, eta: 1 day, 18:27:52, time: 0.982, data_time: 0.002, memory: 10398, top1_acc: 0.6958, top5_acc: 0.8563, loss_cls: 1.2713, loss: 1.2713, grad_norm: 5.7934 2020-10-12 03:59:06,328 - mmaction - INFO - Epoch [21][1700/5010] lr: 7.500e-04, eta: 1 day, 18:27:30, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.6833, top5_acc: 0.8771, loss_cls: 1.2429, loss: 1.2429, grad_norm: 5.6968 2020-10-12 03:59:25,280 - mmaction - INFO - Epoch [21][1720/5010] lr: 7.500e-04, eta: 1 day, 18:27:07, time: 0.947, data_time: 0.005, memory: 10398, top1_acc: 0.6906, top5_acc: 0.8688, loss_cls: 1.2507, loss: 1.2507, grad_norm: 5.7761 2020-10-12 03:59:44,700 - mmaction - INFO - Epoch [21][1740/5010] lr: 7.500e-04, eta: 1 day, 18:26:45, time: 0.970, data_time: 0.002, memory: 10398, top1_acc: 0.6875, top5_acc: 0.8615, loss_cls: 1.3278, loss: 1.3278, grad_norm: 5.8487 2020-10-12 04:00:05,541 - mmaction - INFO - Epoch [21][1760/5010] lr: 7.500e-04, eta: 1 day, 18:26:24, time: 1.034, data_time: 0.006, memory: 10398, top1_acc: 0.6906, top5_acc: 0.8729, loss_cls: 1.2626, loss: 1.2626, grad_norm: 5.5763 2020-10-12 04:00:27,364 - mmaction - INFO - Epoch [21][1780/5010] lr: 7.500e-04, eta: 1 day, 18:26:05, time: 1.091, data_time: 0.018, memory: 10398, top1_acc: 0.7052, top5_acc: 0.8771, loss_cls: 1.2528, loss: 1.2528, grad_norm: 5.7737 2020-10-12 04:00:46,575 - mmaction - INFO - Epoch [21][1800/5010] lr: 7.500e-04, eta: 1 day, 18:25:43, time: 0.970, data_time: 0.021, memory: 10398, top1_acc: 0.6792, top5_acc: 0.8750, loss_cls: 1.3027, loss: 1.3027, grad_norm: 5.6786 2020-10-12 04:01:08,080 - mmaction - INFO - Epoch [21][1820/5010] lr: 7.500e-04, eta: 1 day, 18:25:24, time: 1.074, data_time: 0.005, memory: 10398, top1_acc: 0.6948, top5_acc: 0.8854, loss_cls: 1.2156, loss: 1.2156, grad_norm: 5.6884 2020-10-12 04:01:27,190 - mmaction - INFO - Epoch [21][1840/5010] lr: 7.500e-04, eta: 1 day, 18:25:01, time: 0.957, data_time: 0.005, memory: 10398, top1_acc: 0.6854, top5_acc: 0.8917, loss_cls: 1.2248, loss: 1.2248, grad_norm: 5.8808 2020-10-12 04:01:46,415 - mmaction - INFO - Epoch [21][1860/5010] lr: 7.500e-04, eta: 1 day, 18:24:39, time: 0.961, data_time: 0.002, memory: 10398, top1_acc: 0.6979, top5_acc: 0.8927, loss_cls: 1.2378, loss: 1.2378, grad_norm: 5.6225 2020-10-12 04:02:05,661 - mmaction - INFO - Epoch [21][1880/5010] lr: 7.500e-04, eta: 1 day, 18:24:16, time: 0.960, data_time: 0.005, memory: 10398, top1_acc: 0.7177, top5_acc: 0.8896, loss_cls: 1.1471, loss: 1.1471, grad_norm: 5.4832 2020-10-12 04:02:25,958 - mmaction - INFO - Epoch [21][1900/5010] lr: 7.500e-04, eta: 1 day, 18:23:55, time: 1.016, data_time: 0.005, memory: 10398, top1_acc: 0.6833, top5_acc: 0.8760, loss_cls: 1.2543, loss: 1.2543, grad_norm: 5.7719 2020-10-12 04:02:44,829 - mmaction - INFO - Epoch [21][1920/5010] lr: 7.500e-04, eta: 1 day, 18:23:32, time: 0.944, data_time: 0.002, memory: 10398, top1_acc: 0.7052, top5_acc: 0.8865, loss_cls: 1.1929, loss: 1.1929, grad_norm: 5.6414 2020-10-12 04:03:05,143 - mmaction - INFO - Epoch [21][1940/5010] lr: 7.500e-04, eta: 1 day, 18:23:11, time: 1.015, data_time: 0.002, memory: 10398, top1_acc: 0.6938, top5_acc: 0.8948, loss_cls: 1.1614, loss: 1.1614, grad_norm: 5.5791 2020-10-12 04:03:25,134 - mmaction - INFO - Epoch [21][1960/5010] lr: 7.500e-04, eta: 1 day, 18:22:50, time: 1.001, data_time: 0.003, memory: 10398, top1_acc: 0.6969, top5_acc: 0.8906, loss_cls: 1.1886, loss: 1.1886, grad_norm: 5.6238 2020-10-12 04:03:45,504 - mmaction - INFO - Epoch [21][1980/5010] lr: 7.500e-04, eta: 1 day, 18:22:29, time: 1.018, data_time: 0.002, memory: 10398, top1_acc: 0.7104, top5_acc: 0.8979, loss_cls: 1.1402, loss: 1.1402, grad_norm: 5.5267 2020-10-12 04:04:04,023 - mmaction - INFO - Epoch [21][2000/5010] lr: 7.500e-04, eta: 1 day, 18:22:05, time: 0.924, data_time: 0.004, memory: 10398, top1_acc: 0.7354, top5_acc: 0.8938, loss_cls: 1.1523, loss: 1.1523, grad_norm: 5.3940 2020-10-12 04:04:23,354 - mmaction - INFO - Epoch [21][2020/5010] lr: 7.500e-04, eta: 1 day, 18:21:43, time: 0.968, data_time: 0.006, memory: 10398, top1_acc: 0.7010, top5_acc: 0.8813, loss_cls: 1.2688, loss: 1.2688, grad_norm: 5.6551 2020-10-12 04:04:42,849 - mmaction - INFO - Epoch [21][2040/5010] lr: 7.500e-04, eta: 1 day, 18:21:21, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.6583, top5_acc: 0.8625, loss_cls: 1.3327, loss: 1.3327, grad_norm: 5.9677 2020-10-12 04:05:03,545 - mmaction - INFO - Epoch [21][2060/5010] lr: 7.500e-04, eta: 1 day, 18:21:01, time: 1.035, data_time: 0.002, memory: 10398, top1_acc: 0.6969, top5_acc: 0.8729, loss_cls: 1.1955, loss: 1.1955, grad_norm: 5.8259 2020-10-12 04:05:23,310 - mmaction - INFO - Epoch [21][2080/5010] lr: 7.500e-04, eta: 1 day, 18:20:39, time: 0.988, data_time: 0.003, memory: 10398, top1_acc: 0.6792, top5_acc: 0.8938, loss_cls: 1.2059, loss: 1.2059, grad_norm: 5.6604 2020-10-12 04:05:42,971 - mmaction - INFO - Epoch [21][2100/5010] lr: 7.500e-04, eta: 1 day, 18:20:17, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.7000, top5_acc: 0.8698, loss_cls: 1.2726, loss: 1.2726, grad_norm: 5.8595 2020-10-12 04:06:03,423 - mmaction - INFO - Epoch [21][2120/5010] lr: 7.500e-04, eta: 1 day, 18:19:56, time: 1.021, data_time: 0.005, memory: 10398, top1_acc: 0.6927, top5_acc: 0.8979, loss_cls: 1.2472, loss: 1.2472, grad_norm: 5.7759 2020-10-12 04:06:23,567 - mmaction - INFO - Epoch [21][2140/5010] lr: 7.500e-04, eta: 1 day, 18:19:35, time: 1.009, data_time: 0.007, memory: 10398, top1_acc: 0.7000, top5_acc: 0.8792, loss_cls: 1.2201, loss: 1.2201, grad_norm: 5.7110 2020-10-12 04:06:43,404 - mmaction - INFO - Epoch [21][2160/5010] lr: 7.500e-04, eta: 1 day, 18:19:13, time: 0.992, data_time: 0.002, memory: 10398, top1_acc: 0.6750, top5_acc: 0.8729, loss_cls: 1.3064, loss: 1.3064, grad_norm: 5.9067 2020-10-12 04:07:03,935 - mmaction - INFO - Epoch [21][2180/5010] lr: 7.500e-04, eta: 1 day, 18:18:53, time: 1.024, data_time: 0.004, memory: 10398, top1_acc: 0.7083, top5_acc: 0.8927, loss_cls: 1.1332, loss: 1.1332, grad_norm: 5.4136 2020-10-12 04:07:23,239 - mmaction - INFO - Epoch [21][2200/5010] lr: 7.500e-04, eta: 1 day, 18:18:30, time: 0.967, data_time: 0.007, memory: 10398, top1_acc: 0.6740, top5_acc: 0.8635, loss_cls: 1.3195, loss: 1.3195, grad_norm: 5.8019 2020-10-12 04:07:42,218 - mmaction - INFO - Epoch [21][2220/5010] lr: 7.500e-04, eta: 1 day, 18:18:08, time: 0.949, data_time: 0.002, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9135, loss_cls: 1.0706, loss: 1.0706, grad_norm: 5.3028 2020-10-12 04:08:01,704 - mmaction - INFO - Epoch [21][2240/5010] lr: 7.500e-04, eta: 1 day, 18:17:45, time: 0.970, data_time: 0.004, memory: 10398, top1_acc: 0.7083, top5_acc: 0.8917, loss_cls: 1.1550, loss: 1.1550, grad_norm: 5.3224 2020-10-12 04:08:21,756 - mmaction - INFO - Epoch [21][2260/5010] lr: 7.500e-04, eta: 1 day, 18:17:24, time: 1.006, data_time: 0.009, memory: 10398, top1_acc: 0.6771, top5_acc: 0.8698, loss_cls: 1.2933, loss: 1.2933, grad_norm: 6.0407 2020-10-12 04:08:41,038 - mmaction - INFO - Epoch [21][2280/5010] lr: 7.500e-04, eta: 1 day, 18:17:02, time: 0.964, data_time: 0.002, memory: 10398, top1_acc: 0.7104, top5_acc: 0.8833, loss_cls: 1.1792, loss: 1.1792, grad_norm: 5.5806 2020-10-12 04:09:01,019 - mmaction - INFO - Epoch [21][2300/5010] lr: 7.500e-04, eta: 1 day, 18:16:40, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.6948, top5_acc: 0.8927, loss_cls: 1.2165, loss: 1.2165, grad_norm: 5.8226 2020-10-12 04:09:21,197 - mmaction - INFO - Epoch [21][2320/5010] lr: 7.500e-04, eta: 1 day, 18:16:19, time: 1.010, data_time: 0.007, memory: 10398, top1_acc: 0.6844, top5_acc: 0.8615, loss_cls: 1.3190, loss: 1.3190, grad_norm: 5.7636 2020-10-12 04:09:41,024 - mmaction - INFO - Epoch [21][2340/5010] lr: 7.500e-04, eta: 1 day, 18:15:57, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.7010, top5_acc: 0.8958, loss_cls: 1.1659, loss: 1.1659, grad_norm: 5.4269 2020-10-12 04:10:00,068 - mmaction - INFO - Epoch [21][2360/5010] lr: 7.500e-04, eta: 1 day, 18:15:35, time: 0.950, data_time: 0.004, memory: 10398, top1_acc: 0.6760, top5_acc: 0.8656, loss_cls: 1.3094, loss: 1.3094, grad_norm: 5.7970 2020-10-12 04:10:18,990 - mmaction - INFO - Epoch [21][2380/5010] lr: 7.500e-04, eta: 1 day, 18:15:12, time: 0.948, data_time: 0.006, memory: 10398, top1_acc: 0.6823, top5_acc: 0.8885, loss_cls: 1.2667, loss: 1.2667, grad_norm: 5.8209 2020-10-12 04:10:38,962 - mmaction - INFO - Epoch [21][2400/5010] lr: 7.500e-04, eta: 1 day, 18:14:50, time: 0.995, data_time: 0.005, memory: 10398, top1_acc: 0.6677, top5_acc: 0.8646, loss_cls: 1.2939, loss: 1.2939, grad_norm: 6.0037 2020-10-12 04:10:59,073 - mmaction - INFO - Epoch [21][2420/5010] lr: 7.500e-04, eta: 1 day, 18:14:29, time: 1.009, data_time: 0.006, memory: 10398, top1_acc: 0.6802, top5_acc: 0.8708, loss_cls: 1.2775, loss: 1.2775, grad_norm: 5.7000 2020-10-12 04:11:18,086 - mmaction - INFO - Epoch [21][2440/5010] lr: 7.500e-04, eta: 1 day, 18:14:06, time: 0.947, data_time: 0.005, memory: 10398, top1_acc: 0.7010, top5_acc: 0.8990, loss_cls: 1.1651, loss: 1.1651, grad_norm: 5.8245 2020-10-12 04:11:37,494 - mmaction - INFO - Epoch [21][2460/5010] lr: 7.500e-04, eta: 1 day, 18:13:44, time: 0.974, data_time: 0.007, memory: 10398, top1_acc: 0.6896, top5_acc: 0.8719, loss_cls: 1.2097, loss: 1.2097, grad_norm: 5.7548 2020-10-12 04:11:57,296 - mmaction - INFO - Epoch [21][2480/5010] lr: 7.500e-04, eta: 1 day, 18:13:22, time: 0.989, data_time: 0.002, memory: 10398, top1_acc: 0.6812, top5_acc: 0.8865, loss_cls: 1.2476, loss: 1.2476, grad_norm: 5.9732 2020-10-12 04:12:16,796 - mmaction - INFO - Epoch [21][2500/5010] lr: 7.500e-04, eta: 1 day, 18:13:00, time: 0.977, data_time: 0.003, memory: 10398, top1_acc: 0.6958, top5_acc: 0.8750, loss_cls: 1.2550, loss: 1.2550, grad_norm: 5.7660 2020-10-12 04:12:36,193 - mmaction - INFO - Epoch [21][2520/5010] lr: 7.500e-04, eta: 1 day, 18:12:38, time: 0.968, data_time: 0.006, memory: 10398, top1_acc: 0.6948, top5_acc: 0.8813, loss_cls: 1.2216, loss: 1.2216, grad_norm: 5.7608 2020-10-12 04:12:55,986 - mmaction - INFO - Epoch [21][2540/5010] lr: 7.500e-04, eta: 1 day, 18:12:16, time: 0.992, data_time: 0.008, memory: 10398, top1_acc: 0.6656, top5_acc: 0.8656, loss_cls: 1.3395, loss: 1.3395, grad_norm: 6.1582 2020-10-12 04:13:16,133 - mmaction - INFO - Epoch [21][2560/5010] lr: 7.500e-04, eta: 1 day, 18:11:55, time: 1.005, data_time: 0.006, memory: 10398, top1_acc: 0.6917, top5_acc: 0.8823, loss_cls: 1.2439, loss: 1.2439, grad_norm: 5.6979 2020-10-12 04:13:35,735 - mmaction - INFO - Epoch [21][2580/5010] lr: 7.500e-04, eta: 1 day, 18:11:33, time: 0.982, data_time: 0.006, memory: 10398, top1_acc: 0.6927, top5_acc: 0.8740, loss_cls: 1.2104, loss: 1.2104, grad_norm: 5.6607 2020-10-12 04:13:56,210 - mmaction - INFO - Epoch [21][2600/5010] lr: 7.500e-04, eta: 1 day, 18:11:13, time: 1.021, data_time: 0.005, memory: 10398, top1_acc: 0.6990, top5_acc: 0.8844, loss_cls: 1.1908, loss: 1.1908, grad_norm: 5.6456 2020-10-12 04:14:16,326 - mmaction - INFO - Epoch [21][2620/5010] lr: 7.500e-04, eta: 1 day, 18:10:51, time: 1.009, data_time: 0.007, memory: 10398, top1_acc: 0.6677, top5_acc: 0.8677, loss_cls: 1.3198, loss: 1.3198, grad_norm: 6.0532 2020-10-12 04:14:35,691 - mmaction - INFO - Epoch [21][2640/5010] lr: 7.500e-04, eta: 1 day, 18:10:29, time: 0.965, data_time: 0.007, memory: 10398, top1_acc: 0.7177, top5_acc: 0.8927, loss_cls: 1.1328, loss: 1.1328, grad_norm: 5.4777 2020-10-12 04:14:54,377 - mmaction - INFO - Epoch [21][2660/5010] lr: 7.500e-04, eta: 1 day, 18:10:06, time: 0.937, data_time: 0.008, memory: 10398, top1_acc: 0.6833, top5_acc: 0.8833, loss_cls: 1.2524, loss: 1.2524, grad_norm: 5.8365 2020-10-12 04:15:14,257 - mmaction - INFO - Epoch [21][2680/5010] lr: 7.500e-04, eta: 1 day, 18:09:44, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.6906, top5_acc: 0.8844, loss_cls: 1.2412, loss: 1.2412, grad_norm: 5.6989 2020-10-12 04:15:33,432 - mmaction - INFO - Epoch [21][2700/5010] lr: 7.500e-04, eta: 1 day, 18:09:22, time: 0.961, data_time: 0.006, memory: 10398, top1_acc: 0.6958, top5_acc: 0.8958, loss_cls: 1.1573, loss: 1.1573, grad_norm: 5.7312 2020-10-12 04:15:53,196 - mmaction - INFO - Epoch [21][2720/5010] lr: 7.500e-04, eta: 1 day, 18:09:00, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2715, loss: 1.2715, grad_norm: 5.8792 2020-10-12 04:16:12,717 - mmaction - INFO - Epoch [21][2740/5010] lr: 7.500e-04, eta: 1 day, 18:08:38, time: 0.973, data_time: 0.005, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8906, loss_cls: 1.1321, loss: 1.1321, grad_norm: 5.6221 2020-10-12 04:16:32,571 - mmaction - INFO - Epoch [21][2760/5010] lr: 7.500e-04, eta: 1 day, 18:08:16, time: 0.996, data_time: 0.007, memory: 10398, top1_acc: 0.7052, top5_acc: 0.8844, loss_cls: 1.2150, loss: 1.2150, grad_norm: 5.9184 2020-10-12 04:16:52,345 - mmaction - INFO - Epoch [21][2780/5010] lr: 7.500e-04, eta: 1 day, 18:07:55, time: 0.989, data_time: 0.002, memory: 10398, top1_acc: 0.6813, top5_acc: 0.8708, loss_cls: 1.2659, loss: 1.2659, grad_norm: 5.8503 2020-10-12 04:17:12,446 - mmaction - INFO - Epoch [21][2800/5010] lr: 7.500e-04, eta: 1 day, 18:07:33, time: 1.005, data_time: 0.006, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9083, loss_cls: 1.0226, loss: 1.0226, grad_norm: 5.5722 2020-10-12 04:17:32,383 - mmaction - INFO - Epoch [21][2820/5010] lr: 7.500e-04, eta: 1 day, 18:07:12, time: 0.997, data_time: 0.004, memory: 10398, top1_acc: 0.6854, top5_acc: 0.8823, loss_cls: 1.2525, loss: 1.2525, grad_norm: 5.8386 2020-10-12 04:17:52,670 - mmaction - INFO - Epoch [21][2840/5010] lr: 7.500e-04, eta: 1 day, 18:06:51, time: 1.015, data_time: 0.003, memory: 10398, top1_acc: 0.7052, top5_acc: 0.8896, loss_cls: 1.1654, loss: 1.1654, grad_norm: 5.7699 2020-10-12 04:18:11,682 - mmaction - INFO - Epoch [21][2860/5010] lr: 7.500e-04, eta: 1 day, 18:06:28, time: 0.947, data_time: 0.005, memory: 10398, top1_acc: 0.7125, top5_acc: 0.8823, loss_cls: 1.1525, loss: 1.1525, grad_norm: 5.7668 2020-10-12 04:18:31,867 - mmaction - INFO - Epoch [21][2880/5010] lr: 7.500e-04, eta: 1 day, 18:06:07, time: 1.013, data_time: 0.008, memory: 10398, top1_acc: 0.6969, top5_acc: 0.8896, loss_cls: 1.2155, loss: 1.2155, grad_norm: 5.8589 2020-10-12 04:18:51,597 - mmaction - INFO - Epoch [21][2900/5010] lr: 7.500e-04, eta: 1 day, 18:05:45, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.1971, loss: 1.1971, grad_norm: 5.7120 2020-10-12 04:19:11,124 - mmaction - INFO - Epoch [21][2920/5010] lr: 7.500e-04, eta: 1 day, 18:05:23, time: 0.976, data_time: 0.005, memory: 10398, top1_acc: 0.6948, top5_acc: 0.8719, loss_cls: 1.2262, loss: 1.2262, grad_norm: 5.7637 2020-10-12 04:19:30,477 - mmaction - INFO - Epoch [21][2940/5010] lr: 7.500e-04, eta: 1 day, 18:05:01, time: 0.968, data_time: 0.006, memory: 10398, top1_acc: 0.6885, top5_acc: 0.8760, loss_cls: 1.2224, loss: 1.2224, grad_norm: 5.7421 2020-10-12 04:19:51,268 - mmaction - INFO - Epoch [21][2960/5010] lr: 7.500e-04, eta: 1 day, 18:04:41, time: 1.039, data_time: 0.002, memory: 10398, top1_acc: 0.7219, top5_acc: 0.8802, loss_cls: 1.1737, loss: 1.1737, grad_norm: 5.7976 2020-10-12 04:20:10,135 - mmaction - INFO - Epoch [21][2980/5010] lr: 7.500e-04, eta: 1 day, 18:04:18, time: 0.944, data_time: 0.006, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9031, loss_cls: 1.0937, loss: 1.0937, grad_norm: 5.4823 2020-10-12 04:20:29,679 - mmaction - INFO - Epoch [21][3000/5010] lr: 7.500e-04, eta: 1 day, 18:03:56, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.7021, top5_acc: 0.8833, loss_cls: 1.2551, loss: 1.2551, grad_norm: 5.8247 2020-10-12 04:20:50,296 - mmaction - INFO - Epoch [21][3020/5010] lr: 7.500e-04, eta: 1 day, 18:03:35, time: 1.032, data_time: 0.003, memory: 10398, top1_acc: 0.6948, top5_acc: 0.8594, loss_cls: 1.3005, loss: 1.3005, grad_norm: 5.8772 2020-10-12 04:21:09,941 - mmaction - INFO - Epoch [21][3040/5010] lr: 7.500e-04, eta: 1 day, 18:03:13, time: 0.981, data_time: 0.004, memory: 10398, top1_acc: 0.6865, top5_acc: 0.8875, loss_cls: 1.2145, loss: 1.2145, grad_norm: 5.8619 2020-10-12 04:21:30,256 - mmaction - INFO - Epoch [21][3060/5010] lr: 7.500e-04, eta: 1 day, 18:02:53, time: 1.017, data_time: 0.005, memory: 10398, top1_acc: 0.7073, top5_acc: 0.9000, loss_cls: 1.1261, loss: 1.1261, grad_norm: 5.4878 2020-10-12 04:21:49,594 - mmaction - INFO - Epoch [21][3080/5010] lr: 7.500e-04, eta: 1 day, 18:02:30, time: 0.967, data_time: 0.002, memory: 10398, top1_acc: 0.7156, top5_acc: 0.8906, loss_cls: 1.1857, loss: 1.1857, grad_norm: 5.7597 2020-10-12 04:22:08,761 - mmaction - INFO - Epoch [21][3100/5010] lr: 7.500e-04, eta: 1 day, 18:02:08, time: 0.958, data_time: 0.006, memory: 10398, top1_acc: 0.7073, top5_acc: 0.8875, loss_cls: 1.1529, loss: 1.1529, grad_norm: 5.7629 2020-10-12 04:22:28,793 - mmaction - INFO - Epoch [21][3120/5010] lr: 7.500e-04, eta: 1 day, 18:01:46, time: 1.002, data_time: 0.002, memory: 10398, top1_acc: 0.6969, top5_acc: 0.8781, loss_cls: 1.1706, loss: 1.1706, grad_norm: 5.4908 2020-10-12 04:22:47,497 - mmaction - INFO - Epoch [21][3140/5010] lr: 7.500e-04, eta: 1 day, 18:01:23, time: 0.935, data_time: 0.002, memory: 10398, top1_acc: 0.6833, top5_acc: 0.8792, loss_cls: 1.2142, loss: 1.2142, grad_norm: 5.6874 2020-10-12 04:23:07,878 - mmaction - INFO - Epoch [21][3160/5010] lr: 7.500e-04, eta: 1 day, 18:01:02, time: 1.019, data_time: 0.006, memory: 10398, top1_acc: 0.6969, top5_acc: 0.8865, loss_cls: 1.1817, loss: 1.1817, grad_norm: 5.7435 2020-10-12 04:23:29,237 - mmaction - INFO - Epoch [21][3180/5010] lr: 7.500e-04, eta: 1 day, 18:00:43, time: 1.068, data_time: 0.002, memory: 10398, top1_acc: 0.6990, top5_acc: 0.8865, loss_cls: 1.1751, loss: 1.1751, grad_norm: 5.7572 2020-10-12 04:23:47,699 - mmaction - INFO - Epoch [21][3200/5010] lr: 7.500e-04, eta: 1 day, 18:00:19, time: 0.923, data_time: 0.002, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9083, loss_cls: 1.0327, loss: 1.0327, grad_norm: 5.4872 2020-10-12 04:24:08,308 - mmaction - INFO - Epoch [21][3220/5010] lr: 7.500e-04, eta: 1 day, 17:59:59, time: 1.028, data_time: 0.005, memory: 10398, top1_acc: 0.6646, top5_acc: 0.8635, loss_cls: 1.3275, loss: 1.3275, grad_norm: 5.9517 2020-10-12 04:24:27,932 - mmaction - INFO - Epoch [21][3240/5010] lr: 7.500e-04, eta: 1 day, 17:59:37, time: 0.984, data_time: 0.007, memory: 10398, top1_acc: 0.6979, top5_acc: 0.8917, loss_cls: 1.1911, loss: 1.1911, grad_norm: 5.8939 2020-10-12 04:24:47,430 - mmaction - INFO - Epoch [21][3260/5010] lr: 7.500e-04, eta: 1 day, 17:59:15, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.7042, top5_acc: 0.9031, loss_cls: 1.1002, loss: 1.1002, grad_norm: 5.6496 2020-10-12 04:25:07,474 - mmaction - INFO - Epoch [21][3280/5010] lr: 7.500e-04, eta: 1 day, 17:58:54, time: 1.002, data_time: 0.006, memory: 10398, top1_acc: 0.7021, top5_acc: 0.8844, loss_cls: 1.1805, loss: 1.1805, grad_norm: 5.7203 2020-10-12 04:25:27,327 - mmaction - INFO - Epoch [21][3300/5010] lr: 7.500e-04, eta: 1 day, 17:58:32, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.7073, top5_acc: 0.8969, loss_cls: 1.1068, loss: 1.1068, grad_norm: 5.7110 2020-10-12 04:25:46,845 - mmaction - INFO - Epoch [21][3320/5010] lr: 7.500e-04, eta: 1 day, 17:58:10, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.6844, top5_acc: 0.8854, loss_cls: 1.2442, loss: 1.2442, grad_norm: 5.9147 2020-10-12 04:26:06,941 - mmaction - INFO - Epoch [21][3340/5010] lr: 7.500e-04, eta: 1 day, 17:57:49, time: 1.003, data_time: 0.004, memory: 10398, top1_acc: 0.7031, top5_acc: 0.8990, loss_cls: 1.1755, loss: 1.1755, grad_norm: 5.7622 2020-10-12 04:26:26,676 - mmaction - INFO - Epoch [21][3360/5010] lr: 7.500e-04, eta: 1 day, 17:57:27, time: 0.988, data_time: 0.006, memory: 10398, top1_acc: 0.7177, top5_acc: 0.8917, loss_cls: 1.1630, loss: 1.1630, grad_norm: 5.8877 2020-10-12 04:26:45,970 - mmaction - INFO - Epoch [21][3380/5010] lr: 7.500e-04, eta: 1 day, 17:57:05, time: 0.965, data_time: 0.002, memory: 10398, top1_acc: 0.7208, top5_acc: 0.9073, loss_cls: 1.1239, loss: 1.1239, grad_norm: 5.7619 2020-10-12 04:27:06,256 - mmaction - INFO - Epoch [21][3400/5010] lr: 7.500e-04, eta: 1 day, 17:56:44, time: 1.012, data_time: 0.005, memory: 10398, top1_acc: 0.6906, top5_acc: 0.8698, loss_cls: 1.2624, loss: 1.2624, grad_norm: 5.8829 2020-10-12 04:27:25,989 - mmaction - INFO - Epoch [21][3420/5010] lr: 7.500e-04, eta: 1 day, 17:56:22, time: 0.988, data_time: 0.006, memory: 10398, top1_acc: 0.7229, top5_acc: 0.9021, loss_cls: 1.1122, loss: 1.1122, grad_norm: 5.7392 2020-10-12 04:27:44,907 - mmaction - INFO - Epoch [21][3440/5010] lr: 7.500e-04, eta: 1 day, 17:55:59, time: 0.946, data_time: 0.003, memory: 10398, top1_acc: 0.7104, top5_acc: 0.8875, loss_cls: 1.1641, loss: 1.1641, grad_norm: 5.5973 2020-10-12 04:28:05,645 - mmaction - INFO - Epoch [21][3460/5010] lr: 7.500e-04, eta: 1 day, 17:55:39, time: 1.035, data_time: 0.007, memory: 10398, top1_acc: 0.6885, top5_acc: 0.8667, loss_cls: 1.2486, loss: 1.2486, grad_norm: 5.8392 2020-10-12 04:28:24,755 - mmaction - INFO - Epoch [21][3480/5010] lr: 7.500e-04, eta: 1 day, 17:55:16, time: 0.957, data_time: 0.005, memory: 10398, top1_acc: 0.6896, top5_acc: 0.8865, loss_cls: 1.1577, loss: 1.1577, grad_norm: 5.8205 2020-10-12 04:28:43,940 - mmaction - INFO - Epoch [21][3500/5010] lr: 7.500e-04, eta: 1 day, 17:54:54, time: 0.960, data_time: 0.002, memory: 10398, top1_acc: 0.7198, top5_acc: 0.9021, loss_cls: 1.1146, loss: 1.1146, grad_norm: 5.5874 2020-10-12 04:29:03,510 - mmaction - INFO - Epoch [21][3520/5010] lr: 7.500e-04, eta: 1 day, 17:54:32, time: 0.976, data_time: 0.005, memory: 10398, top1_acc: 0.6875, top5_acc: 0.8771, loss_cls: 1.2517, loss: 1.2517, grad_norm: 6.1081 2020-10-12 04:29:23,437 - mmaction - INFO - Epoch [21][3540/5010] lr: 7.500e-04, eta: 1 day, 17:54:10, time: 0.998, data_time: 0.007, memory: 10398, top1_acc: 0.7115, top5_acc: 0.8979, loss_cls: 1.1370, loss: 1.1370, grad_norm: 5.6323 2020-10-12 04:29:42,913 - mmaction - INFO - Epoch [21][3560/5010] lr: 7.500e-04, eta: 1 day, 17:53:48, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.6969, top5_acc: 0.8938, loss_cls: 1.1976, loss: 1.1976, grad_norm: 5.9076 2020-10-12 04:30:02,030 - mmaction - INFO - Epoch [21][3580/5010] lr: 7.500e-04, eta: 1 day, 17:53:26, time: 0.955, data_time: 0.006, memory: 10398, top1_acc: 0.6688, top5_acc: 0.8729, loss_cls: 1.2697, loss: 1.2697, grad_norm: 5.8894 2020-10-12 04:30:22,701 - mmaction - INFO - Epoch [21][3600/5010] lr: 7.500e-04, eta: 1 day, 17:53:05, time: 1.034, data_time: 0.003, memory: 10398, top1_acc: 0.6708, top5_acc: 0.8667, loss_cls: 1.3146, loss: 1.3146, grad_norm: 6.0684 2020-10-12 04:30:41,961 - mmaction - INFO - Epoch [21][3620/5010] lr: 7.500e-04, eta: 1 day, 17:52:43, time: 0.963, data_time: 0.002, memory: 10398, top1_acc: 0.6948, top5_acc: 0.9000, loss_cls: 1.1910, loss: 1.1910, grad_norm: 5.6824 2020-10-12 04:31:02,319 - mmaction - INFO - Epoch [21][3640/5010] lr: 7.500e-04, eta: 1 day, 17:52:22, time: 1.016, data_time: 0.004, memory: 10398, top1_acc: 0.7073, top5_acc: 0.9021, loss_cls: 1.1285, loss: 1.1285, grad_norm: 5.5035 2020-10-12 04:31:22,514 - mmaction - INFO - Epoch [21][3660/5010] lr: 7.500e-04, eta: 1 day, 17:52:01, time: 1.012, data_time: 0.007, memory: 10398, top1_acc: 0.7094, top5_acc: 0.8833, loss_cls: 1.1996, loss: 1.1996, grad_norm: 5.7324 2020-10-12 04:31:42,015 - mmaction - INFO - Epoch [21][3680/5010] lr: 7.500e-04, eta: 1 day, 17:51:39, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.6979, top5_acc: 0.8844, loss_cls: 1.1669, loss: 1.1669, grad_norm: 5.5906 2020-10-12 04:32:01,129 - mmaction - INFO - Epoch [21][3700/5010] lr: 7.500e-04, eta: 1 day, 17:51:16, time: 0.956, data_time: 0.003, memory: 10398, top1_acc: 0.6896, top5_acc: 0.8677, loss_cls: 1.2488, loss: 1.2488, grad_norm: 6.0376 2020-10-12 04:32:21,040 - mmaction - INFO - Epoch [21][3720/5010] lr: 7.500e-04, eta: 1 day, 17:50:55, time: 0.996, data_time: 0.002, memory: 10398, top1_acc: 0.7219, top5_acc: 0.8885, loss_cls: 1.1611, loss: 1.1611, grad_norm: 5.5692 2020-10-12 04:32:41,604 - mmaction - INFO - Epoch [21][3740/5010] lr: 7.500e-04, eta: 1 day, 17:50:34, time: 1.025, data_time: 0.007, memory: 10398, top1_acc: 0.6948, top5_acc: 0.8740, loss_cls: 1.2525, loss: 1.2525, grad_norm: 6.1677 2020-10-12 04:33:01,164 - mmaction - INFO - Epoch [21][3760/5010] lr: 7.500e-04, eta: 1 day, 17:50:12, time: 0.980, data_time: 0.008, memory: 10398, top1_acc: 0.7000, top5_acc: 0.8896, loss_cls: 1.1906, loss: 1.1906, grad_norm: 6.0165 2020-10-12 04:33:20,198 - mmaction - INFO - Epoch [21][3780/5010] lr: 7.500e-04, eta: 1 day, 17:49:50, time: 0.950, data_time: 0.007, memory: 10398, top1_acc: 0.7156, top5_acc: 0.9104, loss_cls: 1.1033, loss: 1.1033, grad_norm: 5.6446 2020-10-12 04:33:41,509 - mmaction - INFO - Epoch [21][3800/5010] lr: 7.500e-04, eta: 1 day, 17:49:30, time: 1.069, data_time: 0.008, memory: 10398, top1_acc: 0.6656, top5_acc: 0.8719, loss_cls: 1.3276, loss: 1.3276, grad_norm: 5.9875 2020-10-12 04:34:00,330 - mmaction - INFO - Epoch [21][3820/5010] lr: 7.500e-04, eta: 1 day, 17:49:07, time: 0.939, data_time: 0.004, memory: 10398, top1_acc: 0.6865, top5_acc: 0.8760, loss_cls: 1.2677, loss: 1.2677, grad_norm: 5.9150 2020-10-12 04:34:18,937 - mmaction - INFO - Epoch [21][3840/5010] lr: 7.500e-04, eta: 1 day, 17:48:44, time: 0.931, data_time: 0.005, memory: 10398, top1_acc: 0.7156, top5_acc: 0.8781, loss_cls: 1.2060, loss: 1.2060, grad_norm: 5.7306 2020-10-12 04:34:38,224 - mmaction - INFO - Epoch [21][3860/5010] lr: 7.500e-04, eta: 1 day, 17:48:22, time: 0.964, data_time: 0.005, memory: 10398, top1_acc: 0.7177, top5_acc: 0.9000, loss_cls: 1.1360, loss: 1.1360, grad_norm: 5.5009 2020-10-12 04:34:57,681 - mmaction - INFO - Epoch [21][3880/5010] lr: 7.500e-04, eta: 1 day, 17:47:59, time: 0.974, data_time: 0.005, memory: 10398, top1_acc: 0.6906, top5_acc: 0.8781, loss_cls: 1.2393, loss: 1.2393, grad_norm: 5.8243 2020-10-12 04:35:16,906 - mmaction - INFO - Epoch [21][3900/5010] lr: 7.500e-04, eta: 1 day, 17:47:37, time: 0.962, data_time: 0.006, memory: 10398, top1_acc: 0.6917, top5_acc: 0.8771, loss_cls: 1.2426, loss: 1.2426, grad_norm: 5.7910 2020-10-12 04:35:36,615 - mmaction - INFO - Epoch [21][3920/5010] lr: 7.500e-04, eta: 1 day, 17:47:15, time: 0.984, data_time: 0.005, memory: 10398, top1_acc: 0.7062, top5_acc: 0.8771, loss_cls: 1.2548, loss: 1.2548, grad_norm: 5.6842 2020-10-12 04:35:57,275 - mmaction - INFO - Epoch [21][3940/5010] lr: 7.500e-04, eta: 1 day, 17:46:55, time: 1.035, data_time: 0.005, memory: 10398, top1_acc: 0.6958, top5_acc: 0.8917, loss_cls: 1.1867, loss: 1.1867, grad_norm: 5.7434 2020-10-12 04:36:17,788 - mmaction - INFO - Epoch [21][3960/5010] lr: 7.500e-04, eta: 1 day, 17:46:34, time: 1.024, data_time: 0.005, memory: 10398, top1_acc: 0.6979, top5_acc: 0.8760, loss_cls: 1.2271, loss: 1.2271, grad_norm: 5.8139 2020-10-12 04:36:36,474 - mmaction - INFO - Epoch [21][3980/5010] lr: 7.500e-04, eta: 1 day, 17:46:11, time: 0.936, data_time: 0.005, memory: 10398, top1_acc: 0.6927, top5_acc: 0.8833, loss_cls: 1.2108, loss: 1.2108, grad_norm: 5.8962 2020-10-12 04:36:56,550 - mmaction - INFO - Epoch [21][4000/5010] lr: 7.500e-04, eta: 1 day, 17:45:50, time: 1.000, data_time: 0.006, memory: 10398, top1_acc: 0.6938, top5_acc: 0.8833, loss_cls: 1.1881, loss: 1.1881, grad_norm: 5.7359 2020-10-12 04:37:16,535 - mmaction - INFO - Epoch [21][4020/5010] lr: 7.500e-04, eta: 1 day, 17:45:29, time: 1.003, data_time: 0.007, memory: 10398, top1_acc: 0.7104, top5_acc: 0.8813, loss_cls: 1.1803, loss: 1.1803, grad_norm: 5.5984 2020-10-12 04:37:35,371 - mmaction - INFO - Epoch [21][4040/5010] lr: 7.500e-04, eta: 1 day, 17:45:05, time: 0.939, data_time: 0.004, memory: 10398, top1_acc: 0.6937, top5_acc: 0.8844, loss_cls: 1.1868, loss: 1.1868, grad_norm: 5.5933 2020-10-12 04:37:55,872 - mmaction - INFO - Epoch [21][4060/5010] lr: 7.500e-04, eta: 1 day, 17:44:45, time: 1.028, data_time: 0.006, memory: 10398, top1_acc: 0.7208, top5_acc: 0.9094, loss_cls: 1.0920, loss: 1.0920, grad_norm: 5.5372 2020-10-12 04:38:15,385 - mmaction - INFO - Epoch [21][4080/5010] lr: 7.500e-04, eta: 1 day, 17:44:23, time: 0.974, data_time: 0.005, memory: 10398, top1_acc: 0.6833, top5_acc: 0.8854, loss_cls: 1.2153, loss: 1.2153, grad_norm: 5.8260 2020-10-12 04:38:35,652 - mmaction - INFO - Epoch [21][4100/5010] lr: 7.500e-04, eta: 1 day, 17:44:02, time: 1.015, data_time: 0.006, memory: 10398, top1_acc: 0.6667, top5_acc: 0.8667, loss_cls: 1.2975, loss: 1.2975, grad_norm: 6.1314 2020-10-12 04:38:55,230 - mmaction - INFO - Epoch [21][4120/5010] lr: 7.500e-04, eta: 1 day, 17:43:40, time: 0.979, data_time: 0.002, memory: 10398, top1_acc: 0.6979, top5_acc: 0.8844, loss_cls: 1.1943, loss: 1.1943, grad_norm: 5.8665 2020-10-12 04:39:14,791 - mmaction - INFO - Epoch [21][4140/5010] lr: 7.500e-04, eta: 1 day, 17:43:18, time: 0.976, data_time: 0.005, memory: 10398, top1_acc: 0.7219, top5_acc: 0.8865, loss_cls: 1.1633, loss: 1.1633, grad_norm: 5.7823 2020-10-12 04:39:34,662 - mmaction - INFO - Epoch [21][4160/5010] lr: 7.500e-04, eta: 1 day, 17:42:57, time: 0.995, data_time: 0.006, memory: 10398, top1_acc: 0.7021, top5_acc: 0.8740, loss_cls: 1.2225, loss: 1.2225, grad_norm: 5.7137 2020-10-12 04:39:54,482 - mmaction - INFO - Epoch [21][4180/5010] lr: 7.500e-04, eta: 1 day, 17:42:35, time: 0.991, data_time: 0.002, memory: 10398, top1_acc: 0.6760, top5_acc: 0.8823, loss_cls: 1.2590, loss: 1.2590, grad_norm: 5.9168 2020-10-12 04:40:13,793 - mmaction - INFO - Epoch [21][4200/5010] lr: 7.500e-04, eta: 1 day, 17:42:13, time: 0.964, data_time: 0.005, memory: 10398, top1_acc: 0.6969, top5_acc: 0.8729, loss_cls: 1.2265, loss: 1.2265, grad_norm: 5.8306 2020-10-12 04:40:33,554 - mmaction - INFO - Epoch [21][4220/5010] lr: 7.500e-04, eta: 1 day, 17:41:51, time: 0.989, data_time: 0.008, memory: 10398, top1_acc: 0.7146, top5_acc: 0.8854, loss_cls: 1.1968, loss: 1.1968, grad_norm: 5.8875 2020-10-12 04:40:53,948 - mmaction - INFO - Epoch [21][4240/5010] lr: 7.500e-04, eta: 1 day, 17:41:30, time: 1.020, data_time: 0.003, memory: 10398, top1_acc: 0.7135, top5_acc: 0.8958, loss_cls: 1.1250, loss: 1.1250, grad_norm: 5.8891 2020-10-12 04:41:13,992 - mmaction - INFO - Epoch [21][4260/5010] lr: 7.500e-04, eta: 1 day, 17:41:09, time: 1.000, data_time: 0.005, memory: 10398, top1_acc: 0.6938, top5_acc: 0.8813, loss_cls: 1.2313, loss: 1.2313, grad_norm: 5.8214 2020-10-12 04:41:33,528 - mmaction - INFO - Epoch [21][4280/5010] lr: 7.500e-04, eta: 1 day, 17:40:47, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.6906, top5_acc: 0.8750, loss_cls: 1.2603, loss: 1.2603, grad_norm: 6.0757 2020-10-12 04:41:52,705 - mmaction - INFO - Epoch [21][4300/5010] lr: 7.500e-04, eta: 1 day, 17:40:25, time: 0.959, data_time: 0.002, memory: 10398, top1_acc: 0.7094, top5_acc: 0.8969, loss_cls: 1.1019, loss: 1.1019, grad_norm: 5.6776 2020-10-12 04:42:13,262 - mmaction - INFO - Epoch [21][4320/5010] lr: 7.500e-04, eta: 1 day, 17:40:04, time: 1.028, data_time: 0.003, memory: 10398, top1_acc: 0.7240, top5_acc: 0.8865, loss_cls: 1.1687, loss: 1.1687, grad_norm: 5.7589 2020-10-12 04:42:32,942 - mmaction - INFO - Epoch [21][4340/5010] lr: 7.500e-04, eta: 1 day, 17:39:42, time: 0.984, data_time: 0.005, memory: 10398, top1_acc: 0.7302, top5_acc: 0.8969, loss_cls: 1.1285, loss: 1.1285, grad_norm: 5.7134 2020-10-12 04:42:53,163 - mmaction - INFO - Epoch [21][4360/5010] lr: 7.500e-04, eta: 1 day, 17:39:21, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.6979, top5_acc: 0.8906, loss_cls: 1.1937, loss: 1.1937, grad_norm: 5.8755 2020-10-12 04:43:12,576 - mmaction - INFO - Epoch [21][4380/5010] lr: 7.500e-04, eta: 1 day, 17:38:59, time: 0.970, data_time: 0.005, memory: 10398, top1_acc: 0.7250, top5_acc: 0.8927, loss_cls: 1.0977, loss: 1.0977, grad_norm: 5.6938 2020-10-12 04:43:31,658 - mmaction - INFO - Epoch [21][4400/5010] lr: 7.500e-04, eta: 1 day, 17:38:36, time: 0.953, data_time: 0.002, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9031, loss_cls: 1.0953, loss: 1.0953, grad_norm: 5.8819 2020-10-12 04:43:52,290 - mmaction - INFO - Epoch [21][4420/5010] lr: 7.500e-04, eta: 1 day, 17:38:16, time: 1.033, data_time: 0.007, memory: 10398, top1_acc: 0.6969, top5_acc: 0.8823, loss_cls: 1.2176, loss: 1.2176, grad_norm: 6.0771 2020-10-12 04:44:12,437 - mmaction - INFO - Epoch [21][4440/5010] lr: 7.500e-04, eta: 1 day, 17:37:55, time: 1.005, data_time: 0.004, memory: 10398, top1_acc: 0.6833, top5_acc: 0.8719, loss_cls: 1.2316, loss: 1.2316, grad_norm: 6.1397 2020-10-12 04:44:32,119 - mmaction - INFO - Epoch [21][4460/5010] lr: 7.500e-04, eta: 1 day, 17:37:33, time: 0.986, data_time: 0.008, memory: 10398, top1_acc: 0.7000, top5_acc: 0.8948, loss_cls: 1.1873, loss: 1.1873, grad_norm: 5.8823 2020-10-12 04:44:51,462 - mmaction - INFO - Epoch [21][4480/5010] lr: 7.500e-04, eta: 1 day, 17:37:11, time: 0.967, data_time: 0.002, memory: 10398, top1_acc: 0.6969, top5_acc: 0.9083, loss_cls: 1.1316, loss: 1.1316, grad_norm: 5.9683 2020-10-12 04:45:10,818 - mmaction - INFO - Epoch [21][4500/5010] lr: 7.500e-04, eta: 1 day, 17:36:49, time: 0.966, data_time: 0.004, memory: 10398, top1_acc: 0.7260, top5_acc: 0.8896, loss_cls: 1.1450, loss: 1.1450, grad_norm: 5.4811 2020-10-12 04:45:30,365 - mmaction - INFO - Epoch [21][4520/5010] lr: 7.500e-04, eta: 1 day, 17:36:27, time: 0.979, data_time: 0.003, memory: 10398, top1_acc: 0.6906, top5_acc: 0.8823, loss_cls: 1.2352, loss: 1.2352, grad_norm: 6.1436 2020-10-12 04:45:50,167 - mmaction - INFO - Epoch [21][4540/5010] lr: 7.500e-04, eta: 1 day, 17:36:05, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.6958, top5_acc: 0.9156, loss_cls: 1.1228, loss: 1.1228, grad_norm: 6.0400 2020-10-12 04:46:09,489 - mmaction - INFO - Epoch [21][4560/5010] lr: 7.500e-04, eta: 1 day, 17:35:43, time: 0.963, data_time: 0.004, memory: 10398, top1_acc: 0.7167, top5_acc: 0.9062, loss_cls: 1.0447, loss: 1.0447, grad_norm: 5.4433 2020-10-12 04:46:30,135 - mmaction - INFO - Epoch [21][4580/5010] lr: 7.500e-04, eta: 1 day, 17:35:23, time: 1.035, data_time: 0.007, memory: 10398, top1_acc: 0.7021, top5_acc: 0.8677, loss_cls: 1.2484, loss: 1.2484, grad_norm: 5.8460 2020-10-12 04:46:49,496 - mmaction - INFO - Epoch [21][4600/5010] lr: 7.500e-04, eta: 1 day, 17:35:00, time: 0.968, data_time: 0.002, memory: 10398, top1_acc: 0.6823, top5_acc: 0.8781, loss_cls: 1.2518, loss: 1.2518, grad_norm: 6.2272 2020-10-12 04:47:09,170 - mmaction - INFO - Epoch [21][4620/5010] lr: 7.500e-04, eta: 1 day, 17:34:39, time: 0.982, data_time: 0.006, memory: 10398, top1_acc: 0.6948, top5_acc: 0.8979, loss_cls: 1.1772, loss: 1.1772, grad_norm: 5.8158 2020-10-12 04:47:29,105 - mmaction - INFO - Epoch [21][4640/5010] lr: 7.500e-04, eta: 1 day, 17:34:17, time: 0.998, data_time: 0.008, memory: 10398, top1_acc: 0.7302, top5_acc: 0.8958, loss_cls: 1.1269, loss: 1.1269, grad_norm: 5.5804 2020-10-12 04:47:48,824 - mmaction - INFO - Epoch [21][4660/5010] lr: 7.500e-04, eta: 1 day, 17:33:55, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.6927, top5_acc: 0.8854, loss_cls: 1.2270, loss: 1.2270, grad_norm: 6.0026 2020-10-12 04:48:08,508 - mmaction - INFO - Epoch [21][4680/5010] lr: 7.500e-04, eta: 1 day, 17:33:34, time: 0.984, data_time: 0.005, memory: 10398, top1_acc: 0.7104, top5_acc: 0.9000, loss_cls: 1.1431, loss: 1.1431, grad_norm: 5.8972 2020-10-12 04:48:28,605 - mmaction - INFO - Epoch [21][4700/5010] lr: 7.500e-04, eta: 1 day, 17:33:13, time: 1.004, data_time: 0.007, memory: 10398, top1_acc: 0.6958, top5_acc: 0.8792, loss_cls: 1.2273, loss: 1.2273, grad_norm: 6.0480 2020-10-12 04:48:48,069 - mmaction - INFO - Epoch [21][4720/5010] lr: 7.500e-04, eta: 1 day, 17:32:51, time: 0.974, data_time: 0.003, memory: 10398, top1_acc: 0.6823, top5_acc: 0.8781, loss_cls: 1.2663, loss: 1.2663, grad_norm: 6.0639 2020-10-12 04:49:08,991 - mmaction - INFO - Epoch [21][4740/5010] lr: 7.500e-04, eta: 1 day, 17:32:30, time: 1.043, data_time: 0.005, memory: 10398, top1_acc: 0.6969, top5_acc: 0.8698, loss_cls: 1.2558, loss: 1.2558, grad_norm: 5.7945 2020-10-12 04:49:28,903 - mmaction - INFO - Epoch [21][4760/5010] lr: 7.500e-04, eta: 1 day, 17:32:09, time: 0.999, data_time: 0.007, memory: 10398, top1_acc: 0.7083, top5_acc: 0.8781, loss_cls: 1.2123, loss: 1.2123, grad_norm: 5.7277 2020-10-12 04:49:48,281 - mmaction - INFO - Epoch [21][4780/5010] lr: 7.500e-04, eta: 1 day, 17:31:47, time: 0.969, data_time: 0.002, memory: 10398, top1_acc: 0.7146, top5_acc: 0.8896, loss_cls: 1.1510, loss: 1.1510, grad_norm: 5.7652 2020-10-12 04:50:08,898 - mmaction - INFO - Epoch [21][4800/5010] lr: 7.500e-04, eta: 1 day, 17:31:26, time: 1.031, data_time: 0.005, memory: 10398, top1_acc: 0.7021, top5_acc: 0.8771, loss_cls: 1.2078, loss: 1.2078, grad_norm: 5.7893 2020-10-12 04:50:29,192 - mmaction - INFO - Epoch [21][4820/5010] lr: 7.500e-04, eta: 1 day, 17:31:05, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.6969, top5_acc: 0.8750, loss_cls: 1.2538, loss: 1.2538, grad_norm: 6.0110 2020-10-12 04:50:49,276 - mmaction - INFO - Epoch [21][4840/5010] lr: 7.500e-04, eta: 1 day, 17:30:44, time: 1.006, data_time: 0.004, memory: 10398, top1_acc: 0.7198, top5_acc: 0.8927, loss_cls: 1.1001, loss: 1.1001, grad_norm: 5.7580 2020-10-12 04:51:09,332 - mmaction - INFO - Epoch [21][4860/5010] lr: 7.500e-04, eta: 1 day, 17:30:23, time: 0.999, data_time: 0.005, memory: 10398, top1_acc: 0.7042, top5_acc: 0.8792, loss_cls: 1.2169, loss: 1.2169, grad_norm: 5.8473 2020-10-12 04:51:28,909 - mmaction - INFO - Epoch [21][4880/5010] lr: 7.500e-04, eta: 1 day, 17:30:01, time: 0.982, data_time: 0.008, memory: 10398, top1_acc: 0.7333, top5_acc: 0.8854, loss_cls: 1.1154, loss: 1.1154, grad_norm: 5.6628 2020-10-12 04:51:49,330 - mmaction - INFO - Epoch [21][4900/5010] lr: 7.500e-04, eta: 1 day, 17:29:40, time: 1.021, data_time: 0.002, memory: 10398, top1_acc: 0.6958, top5_acc: 0.8812, loss_cls: 1.1586, loss: 1.1586, grad_norm: 5.7359 2020-10-12 04:52:08,850 - mmaction - INFO - Epoch [21][4920/5010] lr: 7.500e-04, eta: 1 day, 17:29:19, time: 0.976, data_time: 0.005, memory: 10398, top1_acc: 0.7021, top5_acc: 0.8875, loss_cls: 1.1862, loss: 1.1862, grad_norm: 5.7591 2020-10-12 04:52:29,860 - mmaction - INFO - Epoch [21][4940/5010] lr: 7.500e-04, eta: 1 day, 17:28:59, time: 1.050, data_time: 0.002, memory: 10398, top1_acc: 0.7094, top5_acc: 0.8719, loss_cls: 1.1710, loss: 1.1710, grad_norm: 5.5136 2020-10-12 04:52:51,026 - mmaction - INFO - Epoch [21][4960/5010] lr: 7.500e-04, eta: 1 day, 17:28:39, time: 1.059, data_time: 0.002, memory: 10398, top1_acc: 0.7260, top5_acc: 0.8990, loss_cls: 1.1121, loss: 1.1121, grad_norm: 5.9077 2020-10-12 04:53:09,892 - mmaction - INFO - Epoch [21][4980/5010] lr: 7.500e-04, eta: 1 day, 17:28:16, time: 0.942, data_time: 0.004, memory: 10398, top1_acc: 0.7115, top5_acc: 0.8844, loss_cls: 1.1877, loss: 1.1877, grad_norm: 5.9435 2020-10-12 04:53:29,264 - mmaction - INFO - Epoch [21][5000/5010] lr: 7.500e-04, eta: 1 day, 17:27:54, time: 0.970, data_time: 0.003, memory: 10398, top1_acc: 0.6833, top5_acc: 0.8823, loss_cls: 1.2410, loss: 1.2410, grad_norm: 5.9823 2020-10-12 04:54:11,356 - mmaction - INFO - Epoch [22][20/5010] lr: 7.500e-04, eta: 1 day, 17:27:25, time: 1.608, data_time: 0.734, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9000, loss_cls: 1.0887, loss: 1.0887, grad_norm: 5.7236 2020-10-12 04:54:30,285 - mmaction - INFO - Epoch [22][40/5010] lr: 7.500e-04, eta: 1 day, 17:27:02, time: 0.948, data_time: 0.006, memory: 10398, top1_acc: 0.6979, top5_acc: 0.8823, loss_cls: 1.2003, loss: 1.2003, grad_norm: 5.7855 2020-10-12 04:54:49,184 - mmaction - INFO - Epoch [22][60/5010] lr: 7.500e-04, eta: 1 day, 17:26:39, time: 0.945, data_time: 0.002, memory: 10398, top1_acc: 0.7354, top5_acc: 0.8990, loss_cls: 1.1231, loss: 1.1231, grad_norm: 5.7053 2020-10-12 04:55:08,531 - mmaction - INFO - Epoch [22][80/5010] lr: 7.500e-04, eta: 1 day, 17:26:17, time: 0.964, data_time: 0.001, memory: 10398, top1_acc: 0.7177, top5_acc: 0.9052, loss_cls: 1.0997, loss: 1.0997, grad_norm: 5.8360 2020-10-12 04:55:28,154 - mmaction - INFO - Epoch [22][100/5010] lr: 7.500e-04, eta: 1 day, 17:25:55, time: 0.985, data_time: 0.007, memory: 10398, top1_acc: 0.7208, top5_acc: 0.8938, loss_cls: 1.1114, loss: 1.1114, grad_norm: 5.7077 2020-10-12 04:55:47,805 - mmaction - INFO - Epoch [22][120/5010] lr: 7.500e-04, eta: 1 day, 17:25:34, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9010, loss_cls: 1.0956, loss: 1.0956, grad_norm: 5.6291 2020-10-12 04:56:07,395 - mmaction - INFO - Epoch [22][140/5010] lr: 7.500e-04, eta: 1 day, 17:25:12, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.7094, top5_acc: 0.8740, loss_cls: 1.1873, loss: 1.1873, grad_norm: 5.8281 2020-10-12 04:56:27,631 - mmaction - INFO - Epoch [22][160/5010] lr: 7.500e-04, eta: 1 day, 17:24:51, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9042, loss_cls: 1.0348, loss: 1.0348, grad_norm: 5.6639 2020-10-12 04:56:47,559 - mmaction - INFO - Epoch [22][180/5010] lr: 7.500e-04, eta: 1 day, 17:24:29, time: 0.996, data_time: 0.002, memory: 10398, top1_acc: 0.7042, top5_acc: 0.8906, loss_cls: 1.1687, loss: 1.1687, grad_norm: 5.8423 2020-10-12 04:57:06,663 - mmaction - INFO - Epoch [22][200/5010] lr: 7.500e-04, eta: 1 day, 17:24:07, time: 0.954, data_time: 0.005, memory: 10398, top1_acc: 0.7344, top5_acc: 0.8958, loss_cls: 1.1072, loss: 1.1072, grad_norm: 5.7321 2020-10-12 04:57:26,219 - mmaction - INFO - Epoch [22][220/5010] lr: 7.500e-04, eta: 1 day, 17:23:45, time: 0.979, data_time: 0.005, memory: 10398, top1_acc: 0.7042, top5_acc: 0.8729, loss_cls: 1.2321, loss: 1.2321, grad_norm: 5.9914 2020-10-12 04:57:46,282 - mmaction - INFO - Epoch [22][240/5010] lr: 7.500e-04, eta: 1 day, 17:23:24, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.7187, top5_acc: 0.8875, loss_cls: 1.1399, loss: 1.1399, grad_norm: 5.7345 2020-10-12 04:58:05,885 - mmaction - INFO - Epoch [22][260/5010] lr: 7.500e-04, eta: 1 day, 17:23:02, time: 0.979, data_time: 0.005, memory: 10398, top1_acc: 0.7083, top5_acc: 0.8948, loss_cls: 1.1718, loss: 1.1718, grad_norm: 5.8144 2020-10-12 04:58:26,116 - mmaction - INFO - Epoch [22][280/5010] lr: 7.500e-04, eta: 1 day, 17:22:41, time: 1.014, data_time: 0.006, memory: 10398, top1_acc: 0.6906, top5_acc: 0.8802, loss_cls: 1.1754, loss: 1.1754, grad_norm: 5.8967 2020-10-12 04:58:46,003 - mmaction - INFO - Epoch [22][300/5010] lr: 7.500e-04, eta: 1 day, 17:22:19, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8979, loss_cls: 1.1098, loss: 1.1098, grad_norm: 5.8260 2020-10-12 04:59:06,055 - mmaction - INFO - Epoch [22][320/5010] lr: 7.500e-04, eta: 1 day, 17:21:58, time: 1.001, data_time: 0.004, memory: 10398, top1_acc: 0.7167, top5_acc: 0.9073, loss_cls: 1.0742, loss: 1.0742, grad_norm: 5.7461 2020-10-12 04:59:25,972 - mmaction - INFO - Epoch [22][340/5010] lr: 7.500e-04, eta: 1 day, 17:21:37, time: 0.997, data_time: 0.006, memory: 10398, top1_acc: 0.7042, top5_acc: 0.8896, loss_cls: 1.1831, loss: 1.1831, grad_norm: 5.9111 2020-10-12 04:59:45,684 - mmaction - INFO - Epoch [22][360/5010] lr: 7.500e-04, eta: 1 day, 17:21:15, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.7104, top5_acc: 0.8865, loss_cls: 1.1651, loss: 1.1651, grad_norm: 5.9845 2020-10-12 05:00:06,274 - mmaction - INFO - Epoch [22][380/5010] lr: 7.500e-04, eta: 1 day, 17:20:55, time: 1.026, data_time: 0.005, memory: 10398, top1_acc: 0.7292, top5_acc: 0.8958, loss_cls: 1.1042, loss: 1.1042, grad_norm: 5.7393 2020-10-12 05:00:28,265 - mmaction - INFO - Epoch [22][400/5010] lr: 7.500e-04, eta: 1 day, 17:20:36, time: 1.095, data_time: 0.012, memory: 10398, top1_acc: 0.7177, top5_acc: 0.9010, loss_cls: 1.1262, loss: 1.1262, grad_norm: 5.7424 2020-10-12 05:00:47,312 - mmaction - INFO - Epoch [22][420/5010] lr: 7.500e-04, eta: 1 day, 17:20:13, time: 0.961, data_time: 0.022, memory: 10398, top1_acc: 0.7042, top5_acc: 0.8969, loss_cls: 1.1601, loss: 1.1601, grad_norm: 5.9543 2020-10-12 05:01:07,539 - mmaction - INFO - Epoch [22][440/5010] lr: 7.500e-04, eta: 1 day, 17:19:52, time: 1.010, data_time: 0.005, memory: 10398, top1_acc: 0.7240, top5_acc: 0.9083, loss_cls: 1.0595, loss: 1.0595, grad_norm: 5.7280 2020-10-12 05:01:26,872 - mmaction - INFO - Epoch [22][460/5010] lr: 7.500e-04, eta: 1 day, 17:19:30, time: 0.968, data_time: 0.006, memory: 10398, top1_acc: 0.6708, top5_acc: 0.8719, loss_cls: 1.2799, loss: 1.2799, grad_norm: 6.1200 2020-10-12 05:01:48,385 - mmaction - INFO - Epoch [22][480/5010] lr: 7.500e-04, eta: 1 day, 17:19:11, time: 1.076, data_time: 0.002, memory: 10398, top1_acc: 0.7188, top5_acc: 0.8958, loss_cls: 1.1418, loss: 1.1418, grad_norm: 5.7522 2020-10-12 05:02:07,088 - mmaction - INFO - Epoch [22][500/5010] lr: 7.500e-04, eta: 1 day, 17:18:48, time: 0.931, data_time: 0.005, memory: 10398, top1_acc: 0.7010, top5_acc: 0.8844, loss_cls: 1.2470, loss: 1.2470, grad_norm: 6.1305 2020-10-12 05:02:27,744 - mmaction - INFO - Epoch [22][520/5010] lr: 7.500e-04, eta: 1 day, 17:18:28, time: 1.036, data_time: 0.007, memory: 10398, top1_acc: 0.7229, top5_acc: 0.8906, loss_cls: 1.1650, loss: 1.1650, grad_norm: 5.7908 2020-10-12 05:02:47,532 - mmaction - INFO - Epoch [22][540/5010] lr: 7.500e-04, eta: 1 day, 17:18:06, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.7031, top5_acc: 0.8885, loss_cls: 1.1654, loss: 1.1654, grad_norm: 5.8187 2020-10-12 05:03:07,404 - mmaction - INFO - Epoch [22][560/5010] lr: 7.500e-04, eta: 1 day, 17:17:45, time: 0.994, data_time: 0.007, memory: 10398, top1_acc: 0.7365, top5_acc: 0.8885, loss_cls: 1.0939, loss: 1.0939, grad_norm: 5.6393 2020-10-12 05:03:26,780 - mmaction - INFO - Epoch [22][580/5010] lr: 7.500e-04, eta: 1 day, 17:17:22, time: 0.968, data_time: 0.002, memory: 10398, top1_acc: 0.7083, top5_acc: 0.8833, loss_cls: 1.1845, loss: 1.1845, grad_norm: 5.8827 2020-10-12 05:03:46,009 - mmaction - INFO - Epoch [22][600/5010] lr: 7.500e-04, eta: 1 day, 17:17:00, time: 0.962, data_time: 0.005, memory: 10398, top1_acc: 0.7260, top5_acc: 0.8875, loss_cls: 1.1595, loss: 1.1595, grad_norm: 5.7118 2020-10-12 05:04:05,808 - mmaction - INFO - Epoch [22][620/5010] lr: 7.500e-04, eta: 1 day, 17:16:38, time: 0.988, data_time: 0.004, memory: 10398, top1_acc: 0.7083, top5_acc: 0.8781, loss_cls: 1.2216, loss: 1.2216, grad_norm: 5.8614 2020-10-12 05:04:25,050 - mmaction - INFO - Epoch [22][640/5010] lr: 7.500e-04, eta: 1 day, 17:16:16, time: 0.964, data_time: 0.008, memory: 10398, top1_acc: 0.6969, top5_acc: 0.8958, loss_cls: 1.1372, loss: 1.1372, grad_norm: 6.0242 2020-10-12 05:04:44,515 - mmaction - INFO - Epoch [22][660/5010] lr: 7.500e-04, eta: 1 day, 17:15:54, time: 0.973, data_time: 0.002, memory: 10398, top1_acc: 0.7146, top5_acc: 0.8906, loss_cls: 1.1477, loss: 1.1477, grad_norm: 5.8397 2020-10-12 05:05:04,335 - mmaction - INFO - Epoch [22][680/5010] lr: 7.500e-04, eta: 1 day, 17:15:33, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.6729, top5_acc: 0.8688, loss_cls: 1.2970, loss: 1.2970, grad_norm: 6.0370 2020-10-12 05:05:23,764 - mmaction - INFO - Epoch [22][700/5010] lr: 7.500e-04, eta: 1 day, 17:15:11, time: 0.973, data_time: 0.004, memory: 10398, top1_acc: 0.6938, top5_acc: 0.8865, loss_cls: 1.2343, loss: 1.2343, grad_norm: 5.8254 2020-10-12 05:05:43,853 - mmaction - INFO - Epoch [22][720/5010] lr: 7.500e-04, eta: 1 day, 17:14:49, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.6792, top5_acc: 0.8802, loss_cls: 1.2507, loss: 1.2507, grad_norm: 6.0537 2020-10-12 05:06:03,205 - mmaction - INFO - Epoch [22][740/5010] lr: 7.500e-04, eta: 1 day, 17:14:27, time: 0.967, data_time: 0.006, memory: 10398, top1_acc: 0.7104, top5_acc: 0.8823, loss_cls: 1.1537, loss: 1.1537, grad_norm: 5.6720 2020-10-12 05:06:22,931 - mmaction - INFO - Epoch [22][760/5010] lr: 7.500e-04, eta: 1 day, 17:14:06, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.6969, top5_acc: 0.8948, loss_cls: 1.2177, loss: 1.2177, grad_norm: 6.1636 2020-10-12 05:06:41,923 - mmaction - INFO - Epoch [22][780/5010] lr: 7.500e-04, eta: 1 day, 17:13:43, time: 0.950, data_time: 0.002, memory: 10398, top1_acc: 0.7052, top5_acc: 0.8833, loss_cls: 1.1861, loss: 1.1861, grad_norm: 5.8118 2020-10-12 05:07:03,341 - mmaction - INFO - Epoch [22][800/5010] lr: 7.500e-04, eta: 1 day, 17:13:24, time: 1.067, data_time: 0.005, memory: 10398, top1_acc: 0.7073, top5_acc: 0.8708, loss_cls: 1.2071, loss: 1.2071, grad_norm: 5.7679 2020-10-12 05:07:22,325 - mmaction - INFO - Epoch [22][820/5010] lr: 7.500e-04, eta: 1 day, 17:13:01, time: 0.952, data_time: 0.007, memory: 10398, top1_acc: 0.7083, top5_acc: 0.8979, loss_cls: 1.1357, loss: 1.1357, grad_norm: 5.9709 2020-10-12 05:07:42,160 - mmaction - INFO - Epoch [22][840/5010] lr: 7.500e-04, eta: 1 day, 17:12:39, time: 0.992, data_time: 0.002, memory: 10398, top1_acc: 0.7198, top5_acc: 0.8906, loss_cls: 1.1500, loss: 1.1500, grad_norm: 5.6416 2020-10-12 05:08:01,679 - mmaction - INFO - Epoch [22][860/5010] lr: 7.500e-04, eta: 1 day, 17:12:17, time: 0.973, data_time: 0.005, memory: 10398, top1_acc: 0.7104, top5_acc: 0.9000, loss_cls: 1.1164, loss: 1.1164, grad_norm: 5.9282 2020-10-12 05:08:22,128 - mmaction - INFO - Epoch [22][880/5010] lr: 7.500e-04, eta: 1 day, 17:11:57, time: 1.026, data_time: 0.007, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9083, loss_cls: 1.0560, loss: 1.0560, grad_norm: 5.8591 2020-10-12 05:08:42,670 - mmaction - INFO - Epoch [22][900/5010] lr: 7.500e-04, eta: 1 day, 17:11:36, time: 1.027, data_time: 0.002, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8979, loss_cls: 1.1177, loss: 1.1177, grad_norm: 5.7835 2020-10-12 05:09:01,268 - mmaction - INFO - Epoch [22][920/5010] lr: 7.500e-04, eta: 1 day, 17:11:13, time: 0.930, data_time: 0.005, memory: 10398, top1_acc: 0.6896, top5_acc: 0.8896, loss_cls: 1.1932, loss: 1.1932, grad_norm: 6.0058 2020-10-12 05:09:21,022 - mmaction - INFO - Epoch [22][940/5010] lr: 7.500e-04, eta: 1 day, 17:10:51, time: 0.984, data_time: 0.006, memory: 10398, top1_acc: 0.6885, top5_acc: 0.8885, loss_cls: 1.2192, loss: 1.2192, grad_norm: 5.8568 2020-10-12 05:09:40,223 - mmaction - INFO - Epoch [22][960/5010] lr: 7.500e-04, eta: 1 day, 17:10:29, time: 0.964, data_time: 0.008, memory: 10398, top1_acc: 0.6823, top5_acc: 0.8708, loss_cls: 1.3195, loss: 1.3195, grad_norm: 6.2287 2020-10-12 05:09:59,879 - mmaction - INFO - Epoch [22][980/5010] lr: 7.500e-04, eta: 1 day, 17:10:07, time: 0.979, data_time: 0.005, memory: 10398, top1_acc: 0.7208, top5_acc: 0.8906, loss_cls: 1.1449, loss: 1.1449, grad_norm: 5.9618 2020-10-12 05:10:19,016 - mmaction - INFO - Epoch [22][1000/5010] lr: 7.500e-04, eta: 1 day, 17:09:45, time: 0.960, data_time: 0.007, memory: 10398, top1_acc: 0.6708, top5_acc: 0.8719, loss_cls: 1.3234, loss: 1.3234, grad_norm: 6.3165 2020-10-12 05:10:39,791 - mmaction - INFO - Epoch [22][1020/5010] lr: 7.500e-04, eta: 1 day, 17:09:25, time: 1.037, data_time: 0.004, memory: 10398, top1_acc: 0.6927, top5_acc: 0.8740, loss_cls: 1.2195, loss: 1.2195, grad_norm: 5.9966 2020-10-12 05:10:59,549 - mmaction - INFO - Epoch [22][1040/5010] lr: 7.500e-04, eta: 1 day, 17:09:03, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.7135, top5_acc: 0.8865, loss_cls: 1.1787, loss: 1.1787, grad_norm: 5.7558 2020-10-12 05:11:18,852 - mmaction - INFO - Epoch [22][1060/5010] lr: 7.500e-04, eta: 1 day, 17:08:41, time: 0.963, data_time: 0.006, memory: 10398, top1_acc: 0.7021, top5_acc: 0.8990, loss_cls: 1.1746, loss: 1.1746, grad_norm: 6.1454 2020-10-12 05:11:38,203 - mmaction - INFO - Epoch [22][1080/5010] lr: 7.500e-04, eta: 1 day, 17:08:19, time: 0.971, data_time: 0.008, memory: 10398, top1_acc: 0.7146, top5_acc: 0.8990, loss_cls: 1.1137, loss: 1.1137, grad_norm: 5.7191 2020-10-12 05:11:58,397 - mmaction - INFO - Epoch [22][1100/5010] lr: 7.500e-04, eta: 1 day, 17:07:58, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.6760, top5_acc: 0.8906, loss_cls: 1.1711, loss: 1.1711, grad_norm: 5.9033 2020-10-12 05:12:17,960 - mmaction - INFO - Epoch [22][1120/5010] lr: 7.500e-04, eta: 1 day, 17:07:36, time: 0.980, data_time: 0.006, memory: 10398, top1_acc: 0.6948, top5_acc: 0.8833, loss_cls: 1.2088, loss: 1.2088, grad_norm: 5.8397 2020-10-12 05:12:37,148 - mmaction - INFO - Epoch [22][1140/5010] lr: 7.500e-04, eta: 1 day, 17:07:13, time: 0.958, data_time: 0.006, memory: 10398, top1_acc: 0.7135, top5_acc: 0.8979, loss_cls: 1.1157, loss: 1.1157, grad_norm: 5.9144 2020-10-12 05:12:57,626 - mmaction - INFO - Epoch [22][1160/5010] lr: 7.500e-04, eta: 1 day, 17:06:53, time: 1.026, data_time: 0.008, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9021, loss_cls: 1.0847, loss: 1.0847, grad_norm: 5.6258 2020-10-12 05:13:16,656 - mmaction - INFO - Epoch [22][1180/5010] lr: 7.500e-04, eta: 1 day, 17:06:30, time: 0.947, data_time: 0.005, memory: 10398, top1_acc: 0.7094, top5_acc: 0.8833, loss_cls: 1.1613, loss: 1.1613, grad_norm: 5.6164 2020-10-12 05:13:36,241 - mmaction - INFO - Epoch [22][1200/5010] lr: 7.500e-04, eta: 1 day, 17:06:08, time: 0.983, data_time: 0.007, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9104, loss_cls: 1.0337, loss: 1.0337, grad_norm: 5.6354 2020-10-12 05:13:56,717 - mmaction - INFO - Epoch [22][1220/5010] lr: 7.500e-04, eta: 1 day, 17:05:48, time: 1.022, data_time: 0.005, memory: 10398, top1_acc: 0.7104, top5_acc: 0.8948, loss_cls: 1.1174, loss: 1.1174, grad_norm: 5.5729 2020-10-12 05:14:16,738 - mmaction - INFO - Epoch [22][1240/5010] lr: 7.500e-04, eta: 1 day, 17:05:27, time: 1.003, data_time: 0.007, memory: 10398, top1_acc: 0.7083, top5_acc: 0.8719, loss_cls: 1.1805, loss: 1.1805, grad_norm: 5.8252 2020-10-12 05:14:35,682 - mmaction - INFO - Epoch [22][1260/5010] lr: 7.500e-04, eta: 1 day, 17:05:04, time: 0.946, data_time: 0.005, memory: 10398, top1_acc: 0.7104, top5_acc: 0.9000, loss_cls: 1.1669, loss: 1.1669, grad_norm: 5.9273 2020-10-12 05:14:55,353 - mmaction - INFO - Epoch [22][1280/5010] lr: 7.500e-04, eta: 1 day, 17:04:42, time: 0.985, data_time: 0.005, memory: 10398, top1_acc: 0.7021, top5_acc: 0.8813, loss_cls: 1.1788, loss: 1.1788, grad_norm: 5.6915 2020-10-12 05:15:14,610 - mmaction - INFO - Epoch [22][1300/5010] lr: 7.500e-04, eta: 1 day, 17:04:20, time: 0.961, data_time: 0.007, memory: 10398, top1_acc: 0.6990, top5_acc: 0.8792, loss_cls: 1.2661, loss: 1.2661, grad_norm: 6.1705 2020-10-12 05:15:35,200 - mmaction - INFO - Epoch [22][1320/5010] lr: 7.500e-04, eta: 1 day, 17:03:59, time: 1.032, data_time: 0.006, memory: 10398, top1_acc: 0.7312, top5_acc: 0.8885, loss_cls: 1.1055, loss: 1.1055, grad_norm: 5.7076 2020-10-12 05:15:55,080 - mmaction - INFO - Epoch [22][1340/5010] lr: 7.500e-04, eta: 1 day, 17:03:38, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.7146, top5_acc: 0.8885, loss_cls: 1.1370, loss: 1.1370, grad_norm: 5.8128 2020-10-12 05:16:14,761 - mmaction - INFO - Epoch [22][1360/5010] lr: 7.500e-04, eta: 1 day, 17:03:16, time: 0.982, data_time: 0.005, memory: 10398, top1_acc: 0.7146, top5_acc: 0.9042, loss_cls: 1.1543, loss: 1.1543, grad_norm: 5.7148 2020-10-12 05:16:34,524 - mmaction - INFO - Epoch [22][1380/5010] lr: 7.500e-04, eta: 1 day, 17:02:55, time: 0.990, data_time: 0.006, memory: 10398, top1_acc: 0.7073, top5_acc: 0.8896, loss_cls: 1.1437, loss: 1.1437, grad_norm: 5.6261 2020-10-12 05:16:53,962 - mmaction - INFO - Epoch [22][1400/5010] lr: 7.500e-04, eta: 1 day, 17:02:33, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.7219, top5_acc: 0.9010, loss_cls: 1.1273, loss: 1.1273, grad_norm: 5.8810 2020-10-12 05:17:14,641 - mmaction - INFO - Epoch [22][1420/5010] lr: 7.500e-04, eta: 1 day, 17:02:12, time: 1.031, data_time: 0.005, memory: 10398, top1_acc: 0.6990, top5_acc: 0.8750, loss_cls: 1.2118, loss: 1.2118, grad_norm: 5.7143 2020-10-12 05:17:33,161 - mmaction - INFO - Epoch [22][1440/5010] lr: 7.500e-04, eta: 1 day, 17:01:49, time: 0.929, data_time: 0.006, memory: 10398, top1_acc: 0.6854, top5_acc: 0.8990, loss_cls: 1.2204, loss: 1.2204, grad_norm: 6.0727 2020-10-12 05:17:52,884 - mmaction - INFO - Epoch [22][1460/5010] lr: 7.500e-04, eta: 1 day, 17:01:28, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.7083, top5_acc: 0.8813, loss_cls: 1.1978, loss: 1.1978, grad_norm: 5.7219 2020-10-12 05:18:12,898 - mmaction - INFO - Epoch [22][1480/5010] lr: 7.500e-04, eta: 1 day, 17:01:06, time: 0.999, data_time: 0.006, memory: 10398, top1_acc: 0.7188, top5_acc: 0.8823, loss_cls: 1.1433, loss: 1.1433, grad_norm: 5.7590 2020-10-12 05:18:32,305 - mmaction - INFO - Epoch [22][1500/5010] lr: 7.500e-04, eta: 1 day, 17:00:44, time: 0.972, data_time: 0.007, memory: 10398, top1_acc: 0.7042, top5_acc: 0.8813, loss_cls: 1.1807, loss: 1.1807, grad_norm: 5.8622 2020-10-12 05:18:52,213 - mmaction - INFO - Epoch [22][1520/5010] lr: 7.500e-04, eta: 1 day, 17:00:23, time: 0.996, data_time: 0.002, memory: 10398, top1_acc: 0.7073, top5_acc: 0.8781, loss_cls: 1.1602, loss: 1.1602, grad_norm: 5.8170 2020-10-12 05:19:12,439 - mmaction - INFO - Epoch [22][1540/5010] lr: 7.500e-04, eta: 1 day, 17:00:02, time: 1.010, data_time: 0.005, memory: 10398, top1_acc: 0.7094, top5_acc: 0.9010, loss_cls: 1.1418, loss: 1.1418, grad_norm: 5.8637 2020-10-12 05:19:31,292 - mmaction - INFO - Epoch [22][1560/5010] lr: 7.500e-04, eta: 1 day, 16:59:39, time: 0.943, data_time: 0.005, memory: 10398, top1_acc: 0.7229, top5_acc: 0.8885, loss_cls: 1.1363, loss: 1.1363, grad_norm: 5.8570 2020-10-12 05:19:50,680 - mmaction - INFO - Epoch [22][1580/5010] lr: 7.500e-04, eta: 1 day, 16:59:17, time: 0.969, data_time: 0.003, memory: 10398, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1966, loss: 1.1966, grad_norm: 5.9123 2020-10-12 05:20:11,076 - mmaction - INFO - Epoch [22][1600/5010] lr: 7.500e-04, eta: 1 day, 16:58:56, time: 1.020, data_time: 0.005, memory: 10398, top1_acc: 0.7063, top5_acc: 0.8854, loss_cls: 1.1762, loss: 1.1762, grad_norm: 5.9910 2020-10-12 05:20:29,990 - mmaction - INFO - Epoch [22][1620/5010] lr: 7.500e-04, eta: 1 day, 16:58:34, time: 0.946, data_time: 0.003, memory: 10398, top1_acc: 0.7187, top5_acc: 0.8948, loss_cls: 1.1415, loss: 1.1415, grad_norm: 5.9894 2020-10-12 05:20:49,741 - mmaction - INFO - Epoch [22][1640/5010] lr: 7.500e-04, eta: 1 day, 16:58:12, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.7281, top5_acc: 0.8896, loss_cls: 1.1313, loss: 1.1313, grad_norm: 5.7578 2020-10-12 05:21:08,743 - mmaction - INFO - Epoch [22][1660/5010] lr: 7.500e-04, eta: 1 day, 16:57:49, time: 0.950, data_time: 0.016, memory: 10398, top1_acc: 0.7198, top5_acc: 0.8865, loss_cls: 1.1671, loss: 1.1671, grad_norm: 6.0505 2020-10-12 05:21:27,929 - mmaction - INFO - Epoch [22][1680/5010] lr: 7.500e-04, eta: 1 day, 16:57:27, time: 0.959, data_time: 0.006, memory: 10398, top1_acc: 0.7240, top5_acc: 0.8896, loss_cls: 1.1306, loss: 1.1306, grad_norm: 5.9647 2020-10-12 05:21:47,091 - mmaction - INFO - Epoch [22][1700/5010] lr: 7.500e-04, eta: 1 day, 16:57:05, time: 0.958, data_time: 0.002, memory: 10398, top1_acc: 0.6958, top5_acc: 0.8958, loss_cls: 1.1604, loss: 1.1604, grad_norm: 5.7243 2020-10-12 05:22:06,216 - mmaction - INFO - Epoch [22][1720/5010] lr: 7.500e-04, eta: 1 day, 16:56:42, time: 0.953, data_time: 0.006, memory: 10398, top1_acc: 0.7250, top5_acc: 0.8969, loss_cls: 1.1134, loss: 1.1134, grad_norm: 5.7718 2020-10-12 05:22:26,591 - mmaction - INFO - Epoch [22][1740/5010] lr: 7.500e-04, eta: 1 day, 16:56:21, time: 1.021, data_time: 0.007, memory: 10398, top1_acc: 0.7156, top5_acc: 0.8906, loss_cls: 1.1885, loss: 1.1885, grad_norm: 5.9827 2020-10-12 05:22:45,982 - mmaction - INFO - Epoch [22][1760/5010] lr: 7.500e-04, eta: 1 day, 16:55:59, time: 0.970, data_time: 0.002, memory: 10398, top1_acc: 0.7146, top5_acc: 0.9000, loss_cls: 1.1028, loss: 1.1028, grad_norm: 5.9602 2020-10-12 05:23:05,521 - mmaction - INFO - Epoch [22][1780/5010] lr: 7.500e-04, eta: 1 day, 16:55:38, time: 0.977, data_time: 0.004, memory: 10398, top1_acc: 0.7115, top5_acc: 0.8875, loss_cls: 1.1547, loss: 1.1547, grad_norm: 5.9072 2020-10-12 05:23:24,921 - mmaction - INFO - Epoch [22][1800/5010] lr: 7.500e-04, eta: 1 day, 16:55:15, time: 0.969, data_time: 0.002, memory: 10398, top1_acc: 0.6990, top5_acc: 0.8708, loss_cls: 1.2141, loss: 1.2141, grad_norm: 6.1390 2020-10-12 05:23:45,772 - mmaction - INFO - Epoch [22][1820/5010] lr: 7.500e-04, eta: 1 day, 16:54:55, time: 1.044, data_time: 0.003, memory: 10398, top1_acc: 0.7125, top5_acc: 0.8865, loss_cls: 1.1752, loss: 1.1752, grad_norm: 5.7712 2020-10-12 05:24:05,560 - mmaction - INFO - Epoch [22][1840/5010] lr: 7.500e-04, eta: 1 day, 16:54:34, time: 0.988, data_time: 0.006, memory: 10398, top1_acc: 0.6937, top5_acc: 0.8719, loss_cls: 1.2456, loss: 1.2456, grad_norm: 6.1835 2020-10-12 05:24:24,680 - mmaction - INFO - Epoch [22][1860/5010] lr: 7.500e-04, eta: 1 day, 16:54:11, time: 0.958, data_time: 0.005, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8948, loss_cls: 1.1181, loss: 1.1181, grad_norm: 5.7808 2020-10-12 05:24:44,142 - mmaction - INFO - Epoch [22][1880/5010] lr: 7.500e-04, eta: 1 day, 16:53:49, time: 0.973, data_time: 0.002, memory: 10398, top1_acc: 0.7240, top5_acc: 0.9052, loss_cls: 1.0875, loss: 1.0875, grad_norm: 5.6843 2020-10-12 05:25:03,585 - mmaction - INFO - Epoch [22][1900/5010] lr: 7.500e-04, eta: 1 day, 16:53:27, time: 0.971, data_time: 0.004, memory: 10398, top1_acc: 0.7104, top5_acc: 0.8844, loss_cls: 1.1624, loss: 1.1624, grad_norm: 5.8170 2020-10-12 05:25:24,428 - mmaction - INFO - Epoch [22][1920/5010] lr: 7.500e-04, eta: 1 day, 16:53:07, time: 1.043, data_time: 0.003, memory: 10398, top1_acc: 0.6990, top5_acc: 0.8885, loss_cls: 1.1346, loss: 1.1346, grad_norm: 6.1547 2020-10-12 05:25:42,698 - mmaction - INFO - Epoch [22][1940/5010] lr: 7.500e-04, eta: 1 day, 16:52:44, time: 0.914, data_time: 0.002, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9042, loss_cls: 1.1098, loss: 1.1098, grad_norm: 5.6945 2020-10-12 05:26:02,220 - mmaction - INFO - Epoch [22][1960/5010] lr: 7.500e-04, eta: 1 day, 16:52:22, time: 0.974, data_time: 0.004, memory: 10398, top1_acc: 0.7156, top5_acc: 0.9000, loss_cls: 1.1354, loss: 1.1354, grad_norm: 5.8267 2020-10-12 05:26:22,481 - mmaction - INFO - Epoch [22][1980/5010] lr: 7.500e-04, eta: 1 day, 16:52:01, time: 1.015, data_time: 0.008, memory: 10398, top1_acc: 0.7073, top5_acc: 0.9073, loss_cls: 1.1343, loss: 1.1343, grad_norm: 5.8393 2020-10-12 05:26:42,293 - mmaction - INFO - Epoch [22][2000/5010] lr: 7.500e-04, eta: 1 day, 16:51:40, time: 0.991, data_time: 0.002, memory: 10398, top1_acc: 0.7031, top5_acc: 0.8896, loss_cls: 1.1764, loss: 1.1764, grad_norm: 5.9929 2020-10-12 05:27:02,172 - mmaction - INFO - Epoch [22][2020/5010] lr: 7.500e-04, eta: 1 day, 16:51:18, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.7208, top5_acc: 0.8844, loss_cls: 1.1395, loss: 1.1395, grad_norm: 5.7572 2020-10-12 05:27:21,515 - mmaction - INFO - Epoch [22][2040/5010] lr: 7.500e-04, eta: 1 day, 16:50:56, time: 0.969, data_time: 0.006, memory: 10398, top1_acc: 0.7250, top5_acc: 0.8823, loss_cls: 1.1536, loss: 1.1536, grad_norm: 5.8120 2020-10-12 05:27:40,915 - mmaction - INFO - Epoch [22][2060/5010] lr: 7.500e-04, eta: 1 day, 16:50:34, time: 0.971, data_time: 0.002, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9115, loss_cls: 1.0740, loss: 1.0740, grad_norm: 5.8085 2020-10-12 05:28:00,675 - mmaction - INFO - Epoch [22][2080/5010] lr: 7.500e-04, eta: 1 day, 16:50:12, time: 0.984, data_time: 0.004, memory: 10398, top1_acc: 0.6990, top5_acc: 0.8781, loss_cls: 1.2354, loss: 1.2354, grad_norm: 6.1161 2020-10-12 05:28:20,255 - mmaction - INFO - Epoch [22][2100/5010] lr: 7.500e-04, eta: 1 day, 16:49:51, time: 0.983, data_time: 0.008, memory: 10398, top1_acc: 0.6885, top5_acc: 0.8885, loss_cls: 1.1845, loss: 1.1845, grad_norm: 6.0716 2020-10-12 05:28:40,802 - mmaction - INFO - Epoch [22][2120/5010] lr: 7.500e-04, eta: 1 day, 16:49:30, time: 1.025, data_time: 0.005, memory: 10398, top1_acc: 0.7188, top5_acc: 0.8948, loss_cls: 1.1605, loss: 1.1605, grad_norm: 5.7415 2020-10-12 05:29:00,319 - mmaction - INFO - Epoch [22][2140/5010] lr: 7.500e-04, eta: 1 day, 16:49:08, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.7062, top5_acc: 0.8760, loss_cls: 1.2112, loss: 1.2112, grad_norm: 5.8510 2020-10-12 05:29:19,762 - mmaction - INFO - Epoch [22][2160/5010] lr: 7.500e-04, eta: 1 day, 16:48:46, time: 0.970, data_time: 0.006, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8969, loss_cls: 1.1182, loss: 1.1182, grad_norm: 5.9911 2020-10-12 05:29:39,080 - mmaction - INFO - Epoch [22][2180/5010] lr: 7.500e-04, eta: 1 day, 16:48:24, time: 0.968, data_time: 0.007, memory: 10398, top1_acc: 0.7240, top5_acc: 0.8937, loss_cls: 1.1373, loss: 1.1373, grad_norm: 5.9118 2020-10-12 05:29:58,707 - mmaction - INFO - Epoch [22][2200/5010] lr: 7.500e-04, eta: 1 day, 16:48:02, time: 0.980, data_time: 0.004, memory: 10398, top1_acc: 0.7125, top5_acc: 0.8927, loss_cls: 1.1610, loss: 1.1610, grad_norm: 5.8145 2020-10-12 05:30:18,403 - mmaction - INFO - Epoch [22][2220/5010] lr: 7.500e-04, eta: 1 day, 16:47:41, time: 0.987, data_time: 0.005, memory: 10398, top1_acc: 0.6969, top5_acc: 0.8865, loss_cls: 1.1640, loss: 1.1640, grad_norm: 5.9489 2020-10-12 05:30:38,040 - mmaction - INFO - Epoch [22][2240/5010] lr: 7.500e-04, eta: 1 day, 16:47:19, time: 0.980, data_time: 0.004, memory: 10398, top1_acc: 0.7219, top5_acc: 0.9010, loss_cls: 1.1210, loss: 1.1210, grad_norm: 5.6560 2020-10-12 05:30:57,083 - mmaction - INFO - Epoch [22][2260/5010] lr: 7.500e-04, eta: 1 day, 16:46:56, time: 0.954, data_time: 0.007, memory: 10398, top1_acc: 0.7000, top5_acc: 0.8802, loss_cls: 1.2179, loss: 1.2179, grad_norm: 5.8900 2020-10-12 05:31:17,541 - mmaction - INFO - Epoch [22][2280/5010] lr: 7.500e-04, eta: 1 day, 16:46:36, time: 1.021, data_time: 0.005, memory: 10398, top1_acc: 0.6917, top5_acc: 0.8854, loss_cls: 1.2025, loss: 1.2025, grad_norm: 6.1841 2020-10-12 05:31:36,983 - mmaction - INFO - Epoch [22][2300/5010] lr: 7.500e-04, eta: 1 day, 16:46:14, time: 0.975, data_time: 0.006, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8927, loss_cls: 1.1226, loss: 1.1226, grad_norm: 6.0134 2020-10-12 05:31:57,573 - mmaction - INFO - Epoch [22][2320/5010] lr: 7.500e-04, eta: 1 day, 16:45:53, time: 1.028, data_time: 0.005, memory: 10398, top1_acc: 0.6937, top5_acc: 0.8927, loss_cls: 1.1852, loss: 1.1852, grad_norm: 6.0111 2020-10-12 05:32:17,744 - mmaction - INFO - Epoch [22][2340/5010] lr: 7.500e-04, eta: 1 day, 16:45:32, time: 1.010, data_time: 0.006, memory: 10398, top1_acc: 0.7021, top5_acc: 0.8906, loss_cls: 1.1485, loss: 1.1485, grad_norm: 5.9926 2020-10-12 05:32:37,823 - mmaction - INFO - Epoch [22][2360/5010] lr: 7.500e-04, eta: 1 day, 16:45:11, time: 1.003, data_time: 0.007, memory: 10398, top1_acc: 0.6937, top5_acc: 0.8781, loss_cls: 1.2165, loss: 1.2165, grad_norm: 6.1522 2020-10-12 05:32:57,259 - mmaction - INFO - Epoch [22][2380/5010] lr: 7.500e-04, eta: 1 day, 16:44:49, time: 0.973, data_time: 0.003, memory: 10398, top1_acc: 0.7042, top5_acc: 0.8885, loss_cls: 1.1794, loss: 1.1794, grad_norm: 5.9276 2020-10-12 05:33:17,542 - mmaction - INFO - Epoch [22][2400/5010] lr: 7.500e-04, eta: 1 day, 16:44:28, time: 1.010, data_time: 0.004, memory: 10398, top1_acc: 0.7052, top5_acc: 0.8938, loss_cls: 1.1446, loss: 1.1446, grad_norm: 5.8443 2020-10-12 05:33:36,803 - mmaction - INFO - Epoch [22][2420/5010] lr: 7.500e-04, eta: 1 day, 16:44:06, time: 0.967, data_time: 0.007, memory: 10398, top1_acc: 0.6917, top5_acc: 0.8896, loss_cls: 1.1854, loss: 1.1854, grad_norm: 5.8827 2020-10-12 05:33:56,838 - mmaction - INFO - Epoch [22][2440/5010] lr: 7.500e-04, eta: 1 day, 16:43:45, time: 1.000, data_time: 0.004, memory: 10398, top1_acc: 0.6990, top5_acc: 0.8833, loss_cls: 1.2438, loss: 1.2438, grad_norm: 6.2568 2020-10-12 05:34:17,228 - mmaction - INFO - Epoch [22][2460/5010] lr: 7.500e-04, eta: 1 day, 16:43:24, time: 1.021, data_time: 0.005, memory: 10398, top1_acc: 0.7135, top5_acc: 0.9031, loss_cls: 1.1302, loss: 1.1302, grad_norm: 5.9421 2020-10-12 05:34:36,999 - mmaction - INFO - Epoch [22][2480/5010] lr: 7.500e-04, eta: 1 day, 16:43:03, time: 0.987, data_time: 0.005, memory: 10398, top1_acc: 0.7187, top5_acc: 0.8969, loss_cls: 1.1366, loss: 1.1366, grad_norm: 5.8606 2020-10-12 05:34:56,043 - mmaction - INFO - Epoch [22][2500/5010] lr: 7.500e-04, eta: 1 day, 16:42:40, time: 0.954, data_time: 0.007, memory: 10398, top1_acc: 0.6969, top5_acc: 0.9125, loss_cls: 1.1027, loss: 1.1027, grad_norm: 5.8547 2020-10-12 05:35:15,251 - mmaction - INFO - Epoch [22][2520/5010] lr: 7.500e-04, eta: 1 day, 16:42:18, time: 0.958, data_time: 0.005, memory: 10398, top1_acc: 0.7031, top5_acc: 0.8885, loss_cls: 1.1854, loss: 1.1854, grad_norm: 6.0435 2020-10-12 05:35:37,394 - mmaction - INFO - Epoch [22][2540/5010] lr: 7.500e-04, eta: 1 day, 16:42:00, time: 1.108, data_time: 0.007, memory: 10398, top1_acc: 0.7146, top5_acc: 0.8979, loss_cls: 1.1470, loss: 1.1470, grad_norm: 5.7680 2020-10-12 05:35:55,910 - mmaction - INFO - Epoch [22][2560/5010] lr: 7.500e-04, eta: 1 day, 16:41:36, time: 0.927, data_time: 0.005, memory: 10398, top1_acc: 0.7083, top5_acc: 0.8885, loss_cls: 1.1276, loss: 1.1276, grad_norm: 5.9723 2020-10-12 05:36:15,456 - mmaction - INFO - Epoch [22][2580/5010] lr: 7.500e-04, eta: 1 day, 16:41:15, time: 0.975, data_time: 0.005, memory: 10398, top1_acc: 0.7208, top5_acc: 0.8917, loss_cls: 1.1483, loss: 1.1483, grad_norm: 5.9722 2020-10-12 05:36:34,585 - mmaction - INFO - Epoch [22][2600/5010] lr: 7.500e-04, eta: 1 day, 16:40:52, time: 0.958, data_time: 0.005, memory: 10398, top1_acc: 0.7021, top5_acc: 0.8875, loss_cls: 1.1608, loss: 1.1608, grad_norm: 5.9419 2020-10-12 05:36:55,176 - mmaction - INFO - Epoch [22][2620/5010] lr: 7.500e-04, eta: 1 day, 16:40:32, time: 1.029, data_time: 0.002, memory: 10398, top1_acc: 0.7385, top5_acc: 0.8948, loss_cls: 1.0996, loss: 1.0996, grad_norm: 5.6643 2020-10-12 05:37:14,113 - mmaction - INFO - Epoch [22][2640/5010] lr: 7.500e-04, eta: 1 day, 16:40:09, time: 0.944, data_time: 0.006, memory: 10398, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.1995, loss: 1.1995, grad_norm: 6.0303 2020-10-12 05:37:34,465 - mmaction - INFO - Epoch [22][2660/5010] lr: 7.500e-04, eta: 1 day, 16:39:48, time: 1.020, data_time: 0.007, memory: 10398, top1_acc: 0.7260, top5_acc: 0.8844, loss_cls: 1.1238, loss: 1.1238, grad_norm: 6.0247 2020-10-12 05:37:54,180 - mmaction - INFO - Epoch [22][2680/5010] lr: 7.500e-04, eta: 1 day, 16:39:27, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.7187, top5_acc: 0.8875, loss_cls: 1.1807, loss: 1.1807, grad_norm: 5.9605 2020-10-12 05:38:14,985 - mmaction - INFO - Epoch [22][2700/5010] lr: 7.500e-04, eta: 1 day, 16:39:07, time: 1.039, data_time: 0.005, memory: 10398, top1_acc: 0.7302, top5_acc: 0.8875, loss_cls: 1.1315, loss: 1.1315, grad_norm: 5.8368 2020-10-12 05:38:34,563 - mmaction - INFO - Epoch [22][2720/5010] lr: 7.500e-04, eta: 1 day, 16:38:45, time: 0.981, data_time: 0.005, memory: 10398, top1_acc: 0.7083, top5_acc: 0.8979, loss_cls: 1.1444, loss: 1.1444, grad_norm: 5.9621 2020-10-12 05:38:53,610 - mmaction - INFO - Epoch [22][2740/5010] lr: 7.500e-04, eta: 1 day, 16:38:22, time: 0.952, data_time: 0.002, memory: 10398, top1_acc: 0.7073, top5_acc: 0.8844, loss_cls: 1.1719, loss: 1.1719, grad_norm: 5.9402 2020-10-12 05:39:13,291 - mmaction - INFO - Epoch [22][2760/5010] lr: 7.500e-04, eta: 1 day, 16:38:01, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.7125, top5_acc: 0.8990, loss_cls: 1.1014, loss: 1.1014, grad_norm: 5.8632 2020-10-12 05:39:34,394 - mmaction - INFO - Epoch [22][2780/5010] lr: 7.500e-04, eta: 1 day, 16:37:41, time: 1.057, data_time: 0.005, memory: 10398, top1_acc: 0.7104, top5_acc: 0.9010, loss_cls: 1.0882, loss: 1.0882, grad_norm: 5.8254 2020-10-12 05:39:54,155 - mmaction - INFO - Epoch [22][2800/5010] lr: 7.500e-04, eta: 1 day, 16:37:19, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.7135, top5_acc: 0.8917, loss_cls: 1.0979, loss: 1.0979, grad_norm: 5.7054 2020-10-12 05:40:13,047 - mmaction - INFO - Epoch [22][2820/5010] lr: 7.500e-04, eta: 1 day, 16:36:57, time: 0.941, data_time: 0.004, memory: 10398, top1_acc: 0.7198, top5_acc: 0.8906, loss_cls: 1.1251, loss: 1.1251, grad_norm: 5.7849 2020-10-12 05:40:32,529 - mmaction - INFO - Epoch [22][2840/5010] lr: 7.500e-04, eta: 1 day, 16:36:35, time: 0.977, data_time: 0.007, memory: 10398, top1_acc: 0.7198, top5_acc: 0.8927, loss_cls: 1.1217, loss: 1.1217, grad_norm: 6.0426 2020-10-12 05:40:51,936 - mmaction - INFO - Epoch [22][2860/5010] lr: 7.500e-04, eta: 1 day, 16:36:13, time: 0.970, data_time: 0.002, memory: 10398, top1_acc: 0.7198, top5_acc: 0.9052, loss_cls: 1.0893, loss: 1.0893, grad_norm: 5.7767 2020-10-12 05:41:11,368 - mmaction - INFO - Epoch [22][2880/5010] lr: 7.500e-04, eta: 1 day, 16:35:51, time: 0.971, data_time: 0.005, memory: 10398, top1_acc: 0.7104, top5_acc: 0.9000, loss_cls: 1.1216, loss: 1.1216, grad_norm: 6.0080 2020-10-12 05:41:30,931 - mmaction - INFO - Epoch [22][2900/5010] lr: 7.500e-04, eta: 1 day, 16:35:29, time: 0.979, data_time: 0.007, memory: 10398, top1_acc: 0.6990, top5_acc: 0.8865, loss_cls: 1.2104, loss: 1.2104, grad_norm: 6.0856 2020-10-12 05:41:51,081 - mmaction - INFO - Epoch [22][2920/5010] lr: 7.500e-04, eta: 1 day, 16:35:08, time: 1.007, data_time: 0.002, memory: 10398, top1_acc: 0.7177, top5_acc: 0.8906, loss_cls: 1.1209, loss: 1.1209, grad_norm: 5.8277 2020-10-12 05:42:11,260 - mmaction - INFO - Epoch [22][2940/5010] lr: 7.500e-04, eta: 1 day, 16:34:47, time: 1.009, data_time: 0.002, memory: 10398, top1_acc: 0.7250, top5_acc: 0.8958, loss_cls: 1.1483, loss: 1.1483, grad_norm: 5.8383 2020-10-12 05:42:30,297 - mmaction - INFO - Epoch [22][2960/5010] lr: 7.500e-04, eta: 1 day, 16:34:25, time: 0.952, data_time: 0.002, memory: 10398, top1_acc: 0.7375, top5_acc: 0.8948, loss_cls: 1.0989, loss: 1.0989, grad_norm: 5.8394 2020-10-12 05:42:50,392 - mmaction - INFO - Epoch [22][2980/5010] lr: 7.500e-04, eta: 1 day, 16:34:04, time: 1.005, data_time: 0.002, memory: 10398, top1_acc: 0.7146, top5_acc: 0.8875, loss_cls: 1.1772, loss: 1.1772, grad_norm: 5.9411 2020-10-12 05:43:09,700 - mmaction - INFO - Epoch [22][3000/5010] lr: 7.500e-04, eta: 1 day, 16:33:41, time: 0.965, data_time: 0.004, memory: 10398, top1_acc: 0.7073, top5_acc: 0.8865, loss_cls: 1.1487, loss: 1.1487, grad_norm: 6.1912 2020-10-12 05:43:30,242 - mmaction - INFO - Epoch [22][3020/5010] lr: 7.500e-04, eta: 1 day, 16:33:21, time: 1.027, data_time: 0.002, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9167, loss_cls: 1.0389, loss: 1.0389, grad_norm: 5.5348 2020-10-12 05:43:50,075 - mmaction - INFO - Epoch [22][3040/5010] lr: 7.500e-04, eta: 1 day, 16:32:59, time: 0.992, data_time: 0.002, memory: 10398, top1_acc: 0.6833, top5_acc: 0.8885, loss_cls: 1.1885, loss: 1.1885, grad_norm: 5.9920 2020-10-12 05:44:09,893 - mmaction - INFO - Epoch [22][3060/5010] lr: 7.500e-04, eta: 1 day, 16:32:38, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.7240, top5_acc: 0.9021, loss_cls: 1.1149, loss: 1.1149, grad_norm: 5.9183 2020-10-12 05:44:30,515 - mmaction - INFO - Epoch [22][3080/5010] lr: 7.500e-04, eta: 1 day, 16:32:18, time: 1.034, data_time: 0.008, memory: 10398, top1_acc: 0.7010, top5_acc: 0.8927, loss_cls: 1.1352, loss: 1.1352, grad_norm: 6.0493 2020-10-12 05:44:50,053 - mmaction - INFO - Epoch [22][3100/5010] lr: 7.500e-04, eta: 1 day, 16:31:56, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.7010, top5_acc: 0.9094, loss_cls: 1.1324, loss: 1.1324, grad_norm: 6.2252 2020-10-12 05:45:09,849 - mmaction - INFO - Epoch [22][3120/5010] lr: 7.500e-04, eta: 1 day, 16:31:34, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.7083, top5_acc: 0.8885, loss_cls: 1.1331, loss: 1.1331, grad_norm: 5.9969 2020-10-12 05:45:30,498 - mmaction - INFO - Epoch [22][3140/5010] lr: 7.500e-04, eta: 1 day, 16:31:14, time: 1.033, data_time: 0.002, memory: 10398, top1_acc: 0.6917, top5_acc: 0.8927, loss_cls: 1.1909, loss: 1.1909, grad_norm: 5.8783 2020-10-12 05:45:49,272 - mmaction - INFO - Epoch [22][3160/5010] lr: 7.500e-04, eta: 1 day, 16:30:51, time: 0.939, data_time: 0.002, memory: 10398, top1_acc: 0.7198, top5_acc: 0.8844, loss_cls: 1.1637, loss: 1.1637, grad_norm: 5.8859 2020-10-12 05:46:09,545 - mmaction - INFO - Epoch [22][3180/5010] lr: 7.500e-04, eta: 1 day, 16:30:30, time: 1.012, data_time: 0.006, memory: 10398, top1_acc: 0.7198, top5_acc: 0.9021, loss_cls: 1.1065, loss: 1.1065, grad_norm: 5.7217 2020-10-12 05:46:29,077 - mmaction - INFO - Epoch [22][3200/5010] lr: 7.500e-04, eta: 1 day, 16:30:08, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.7187, top5_acc: 0.8885, loss_cls: 1.1591, loss: 1.1591, grad_norm: 5.9584 2020-10-12 05:46:48,403 - mmaction - INFO - Epoch [22][3220/5010] lr: 7.500e-04, eta: 1 day, 16:29:46, time: 0.966, data_time: 0.002, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9000, loss_cls: 1.0740, loss: 1.0740, grad_norm: 5.8705 2020-10-12 05:47:08,957 - mmaction - INFO - Epoch [22][3240/5010] lr: 7.500e-04, eta: 1 day, 16:29:26, time: 1.025, data_time: 0.004, memory: 10398, top1_acc: 0.7229, top5_acc: 0.9052, loss_cls: 1.0851, loss: 1.0851, grad_norm: 5.6704 2020-10-12 05:47:28,671 - mmaction - INFO - Epoch [22][3260/5010] lr: 7.500e-04, eta: 1 day, 16:29:04, time: 0.988, data_time: 0.007, memory: 10398, top1_acc: 0.7240, top5_acc: 0.9052, loss_cls: 1.0967, loss: 1.0967, grad_norm: 5.8902 2020-10-12 05:47:48,583 - mmaction - INFO - Epoch [22][3280/5010] lr: 7.500e-04, eta: 1 day, 16:28:43, time: 0.995, data_time: 0.002, memory: 10398, top1_acc: 0.7073, top5_acc: 0.8927, loss_cls: 1.1220, loss: 1.1220, grad_norm: 5.8879 2020-10-12 05:48:08,215 - mmaction - INFO - Epoch [22][3300/5010] lr: 7.500e-04, eta: 1 day, 16:28:21, time: 0.980, data_time: 0.006, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9083, loss_cls: 1.0253, loss: 1.0253, grad_norm: 5.6720 2020-10-12 05:48:27,561 - mmaction - INFO - Epoch [22][3320/5010] lr: 7.500e-04, eta: 1 day, 16:27:59, time: 0.969, data_time: 0.006, memory: 10398, top1_acc: 0.7063, top5_acc: 0.8833, loss_cls: 1.2160, loss: 1.2160, grad_norm: 6.0935 2020-10-12 05:48:47,551 - mmaction - INFO - Epoch [22][3340/5010] lr: 7.500e-04, eta: 1 day, 16:27:38, time: 0.999, data_time: 0.002, memory: 10398, top1_acc: 0.7250, top5_acc: 0.8958, loss_cls: 1.1198, loss: 1.1198, grad_norm: 5.7842 2020-10-12 05:49:08,282 - mmaction - INFO - Epoch [22][3360/5010] lr: 7.500e-04, eta: 1 day, 16:27:18, time: 1.035, data_time: 0.005, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9010, loss_cls: 1.0840, loss: 1.0840, grad_norm: 5.6901 2020-10-12 05:49:27,652 - mmaction - INFO - Epoch [22][3380/5010] lr: 7.500e-04, eta: 1 day, 16:26:56, time: 0.970, data_time: 0.006, memory: 10398, top1_acc: 0.7229, top5_acc: 0.8833, loss_cls: 1.1829, loss: 1.1829, grad_norm: 5.9199 2020-10-12 05:49:47,476 - mmaction - INFO - Epoch [22][3400/5010] lr: 7.500e-04, eta: 1 day, 16:26:34, time: 0.992, data_time: 0.003, memory: 10398, top1_acc: 0.7073, top5_acc: 0.8937, loss_cls: 1.1359, loss: 1.1359, grad_norm: 5.8211 2020-10-12 05:50:06,997 - mmaction - INFO - Epoch [22][3420/5010] lr: 7.500e-04, eta: 1 day, 16:26:12, time: 0.976, data_time: 0.004, memory: 10398, top1_acc: 0.7031, top5_acc: 0.9000, loss_cls: 1.1512, loss: 1.1512, grad_norm: 5.9866 2020-10-12 05:50:26,634 - mmaction - INFO - Epoch [22][3440/5010] lr: 7.500e-04, eta: 1 day, 16:25:51, time: 0.982, data_time: 0.002, memory: 10398, top1_acc: 0.7302, top5_acc: 0.8813, loss_cls: 1.1402, loss: 1.1402, grad_norm: 6.0453 2020-10-12 05:50:46,942 - mmaction - INFO - Epoch [22][3460/5010] lr: 7.500e-04, eta: 1 day, 16:25:30, time: 1.015, data_time: 0.002, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8906, loss_cls: 1.1709, loss: 1.1709, grad_norm: 6.1004 2020-10-12 05:51:06,739 - mmaction - INFO - Epoch [22][3480/5010] lr: 7.500e-04, eta: 1 day, 16:25:08, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.7187, top5_acc: 0.9010, loss_cls: 1.1072, loss: 1.1072, grad_norm: 5.7805 2020-10-12 05:51:26,665 - mmaction - INFO - Epoch [22][3500/5010] lr: 7.500e-04, eta: 1 day, 16:24:47, time: 0.999, data_time: 0.008, memory: 10398, top1_acc: 0.7115, top5_acc: 0.9010, loss_cls: 1.1362, loss: 1.1362, grad_norm: 6.0668 2020-10-12 05:51:46,375 - mmaction - INFO - Epoch [22][3520/5010] lr: 7.500e-04, eta: 1 day, 16:24:26, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.7031, top5_acc: 0.8792, loss_cls: 1.1879, loss: 1.1879, grad_norm: 6.1686 2020-10-12 05:52:05,788 - mmaction - INFO - Epoch [22][3540/5010] lr: 7.500e-04, eta: 1 day, 16:24:04, time: 0.967, data_time: 0.004, memory: 10398, top1_acc: 0.7073, top5_acc: 0.8771, loss_cls: 1.2008, loss: 1.2008, grad_norm: 6.1059 2020-10-12 05:52:25,943 - mmaction - INFO - Epoch [22][3560/5010] lr: 7.500e-04, eta: 1 day, 16:23:43, time: 1.011, data_time: 0.008, memory: 10398, top1_acc: 0.7062, top5_acc: 0.8969, loss_cls: 1.1711, loss: 1.1711, grad_norm: 6.1749 2020-10-12 05:52:45,580 - mmaction - INFO - Epoch [22][3580/5010] lr: 7.500e-04, eta: 1 day, 16:23:21, time: 0.982, data_time: 0.003, memory: 10398, top1_acc: 0.7187, top5_acc: 0.8917, loss_cls: 1.1122, loss: 1.1122, grad_norm: 5.8611 2020-10-12 05:53:04,978 - mmaction - INFO - Epoch [22][3600/5010] lr: 7.500e-04, eta: 1 day, 16:22:59, time: 0.970, data_time: 0.002, memory: 10398, top1_acc: 0.7198, top5_acc: 0.9042, loss_cls: 1.1238, loss: 1.1238, grad_norm: 6.1543 2020-10-12 05:53:25,683 - mmaction - INFO - Epoch [22][3620/5010] lr: 7.500e-04, eta: 1 day, 16:22:39, time: 1.035, data_time: 0.002, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9146, loss_cls: 1.0204, loss: 1.0204, grad_norm: 5.7724 2020-10-12 05:53:45,522 - mmaction - INFO - Epoch [22][3640/5010] lr: 7.500e-04, eta: 1 day, 16:22:17, time: 0.992, data_time: 0.002, memory: 10398, top1_acc: 0.7229, top5_acc: 0.8865, loss_cls: 1.1305, loss: 1.1305, grad_norm: 5.9003 2020-10-12 05:54:05,368 - mmaction - INFO - Epoch [22][3660/5010] lr: 7.500e-04, eta: 1 day, 16:21:56, time: 0.990, data_time: 0.005, memory: 10398, top1_acc: 0.6958, top5_acc: 0.8906, loss_cls: 1.2009, loss: 1.2009, grad_norm: 6.1053 2020-10-12 05:54:25,325 - mmaction - INFO - Epoch [22][3680/5010] lr: 7.500e-04, eta: 1 day, 16:21:35, time: 1.000, data_time: 0.007, memory: 10398, top1_acc: 0.7073, top5_acc: 0.8969, loss_cls: 1.1066, loss: 1.1066, grad_norm: 5.9659 2020-10-12 05:54:45,034 - mmaction - INFO - Epoch [22][3700/5010] lr: 7.500e-04, eta: 1 day, 16:21:13, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.7094, top5_acc: 0.9000, loss_cls: 1.1559, loss: 1.1559, grad_norm: 6.2683 2020-10-12 05:55:04,634 - mmaction - INFO - Epoch [22][3720/5010] lr: 7.500e-04, eta: 1 day, 16:20:51, time: 0.980, data_time: 0.004, memory: 10398, top1_acc: 0.7083, top5_acc: 0.8979, loss_cls: 1.1161, loss: 1.1161, grad_norm: 5.8383 2020-10-12 05:55:25,069 - mmaction - INFO - Epoch [22][3740/5010] lr: 7.500e-04, eta: 1 day, 16:20:31, time: 1.022, data_time: 0.002, memory: 10398, top1_acc: 0.6667, top5_acc: 0.8781, loss_cls: 1.2994, loss: 1.2994, grad_norm: 6.2562 2020-10-12 05:55:44,928 - mmaction - INFO - Epoch [22][3760/5010] lr: 7.500e-04, eta: 1 day, 16:20:09, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.7021, top5_acc: 0.8760, loss_cls: 1.2242, loss: 1.2242, grad_norm: 6.2364 2020-10-12 05:56:05,139 - mmaction - INFO - Epoch [22][3780/5010] lr: 7.500e-04, eta: 1 day, 16:19:48, time: 1.005, data_time: 0.004, memory: 10398, top1_acc: 0.7188, top5_acc: 0.8865, loss_cls: 1.1382, loss: 1.1382, grad_norm: 5.8648 2020-10-12 05:56:24,936 - mmaction - INFO - Epoch [22][3800/5010] lr: 7.500e-04, eta: 1 day, 16:19:27, time: 0.995, data_time: 0.007, memory: 10398, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1328, loss: 1.1328, grad_norm: 5.8058 2020-10-12 05:56:45,468 - mmaction - INFO - Epoch [22][3820/5010] lr: 7.500e-04, eta: 1 day, 16:19:06, time: 1.026, data_time: 0.002, memory: 10398, top1_acc: 0.7135, top5_acc: 0.8927, loss_cls: 1.1459, loss: 1.1459, grad_norm: 5.9521 2020-10-12 05:57:04,353 - mmaction - INFO - Epoch [22][3840/5010] lr: 7.500e-04, eta: 1 day, 16:18:44, time: 0.940, data_time: 0.004, memory: 10398, top1_acc: 0.7208, top5_acc: 0.8958, loss_cls: 1.1174, loss: 1.1174, grad_norm: 6.2165 2020-10-12 05:57:24,830 - mmaction - INFO - Epoch [22][3860/5010] lr: 7.500e-04, eta: 1 day, 16:18:23, time: 1.028, data_time: 0.008, memory: 10398, top1_acc: 0.6917, top5_acc: 0.8865, loss_cls: 1.1887, loss: 1.1887, grad_norm: 6.1327 2020-10-12 05:57:44,771 - mmaction - INFO - Epoch [22][3880/5010] lr: 7.500e-04, eta: 1 day, 16:18:02, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.7135, top5_acc: 0.8833, loss_cls: 1.1682, loss: 1.1682, grad_norm: 5.9373 2020-10-12 05:58:04,643 - mmaction - INFO - Epoch [22][3900/5010] lr: 7.500e-04, eta: 1 day, 16:17:41, time: 0.994, data_time: 0.004, memory: 10398, top1_acc: 0.7021, top5_acc: 0.8885, loss_cls: 1.1818, loss: 1.1818, grad_norm: 5.9510 2020-10-12 05:58:24,409 - mmaction - INFO - Epoch [22][3920/5010] lr: 7.500e-04, eta: 1 day, 16:17:19, time: 0.988, data_time: 0.006, memory: 10398, top1_acc: 0.6771, top5_acc: 0.8844, loss_cls: 1.1912, loss: 1.1912, grad_norm: 6.1485 2020-10-12 05:58:44,258 - mmaction - INFO - Epoch [22][3940/5010] lr: 7.500e-04, eta: 1 day, 16:16:58, time: 0.992, data_time: 0.002, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9135, loss_cls: 1.0510, loss: 1.0510, grad_norm: 5.8359 2020-10-12 05:59:04,050 - mmaction - INFO - Epoch [22][3960/5010] lr: 7.500e-04, eta: 1 day, 16:16:36, time: 0.990, data_time: 0.005, memory: 10398, top1_acc: 0.7281, top5_acc: 0.8969, loss_cls: 1.0989, loss: 1.0989, grad_norm: 5.9089 2020-10-12 05:59:24,576 - mmaction - INFO - Epoch [22][3980/5010] lr: 7.500e-04, eta: 1 day, 16:16:16, time: 1.025, data_time: 0.006, memory: 10398, top1_acc: 0.7281, top5_acc: 0.8917, loss_cls: 1.0922, loss: 1.0922, grad_norm: 5.6489 2020-10-12 05:59:43,864 - mmaction - INFO - Epoch [22][4000/5010] lr: 7.500e-04, eta: 1 day, 16:15:54, time: 0.965, data_time: 0.003, memory: 10398, top1_acc: 0.7125, top5_acc: 0.8781, loss_cls: 1.1836, loss: 1.1836, grad_norm: 5.8903 2020-10-12 06:00:04,624 - mmaction - INFO - Epoch [22][4020/5010] lr: 7.500e-04, eta: 1 day, 16:15:33, time: 1.035, data_time: 0.007, memory: 10398, top1_acc: 0.7156, top5_acc: 0.9000, loss_cls: 1.0997, loss: 1.0997, grad_norm: 5.7801 2020-10-12 06:00:26,434 - mmaction - INFO - Epoch [22][4040/5010] lr: 7.500e-04, eta: 1 day, 16:15:14, time: 1.084, data_time: 0.019, memory: 10398, top1_acc: 0.7115, top5_acc: 0.8917, loss_cls: 1.1707, loss: 1.1707, grad_norm: 5.9947 2020-10-12 06:00:46,414 - mmaction - INFO - Epoch [22][4060/5010] lr: 7.500e-04, eta: 1 day, 16:14:53, time: 1.009, data_time: 0.031, memory: 10398, top1_acc: 0.7031, top5_acc: 0.8938, loss_cls: 1.1416, loss: 1.1416, grad_norm: 5.9161 2020-10-12 06:01:06,023 - mmaction - INFO - Epoch [22][4080/5010] lr: 7.500e-04, eta: 1 day, 16:14:32, time: 0.978, data_time: 0.006, memory: 10398, top1_acc: 0.7219, top5_acc: 0.9073, loss_cls: 1.0617, loss: 1.0617, grad_norm: 5.8073 2020-10-12 06:01:26,180 - mmaction - INFO - Epoch [22][4100/5010] lr: 7.500e-04, eta: 1 day, 16:14:11, time: 1.010, data_time: 0.007, memory: 10398, top1_acc: 0.7156, top5_acc: 0.8938, loss_cls: 1.1468, loss: 1.1468, grad_norm: 5.8440 2020-10-12 06:01:47,004 - mmaction - INFO - Epoch [22][4120/5010] lr: 7.500e-04, eta: 1 day, 16:13:51, time: 1.042, data_time: 0.002, memory: 10398, top1_acc: 0.7094, top5_acc: 0.8885, loss_cls: 1.1901, loss: 1.1901, grad_norm: 6.0675 2020-10-12 06:02:06,777 - mmaction - INFO - Epoch [22][4140/5010] lr: 7.500e-04, eta: 1 day, 16:13:29, time: 0.987, data_time: 0.004, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9021, loss_cls: 1.0624, loss: 1.0624, grad_norm: 5.8086 2020-10-12 06:02:26,645 - mmaction - INFO - Epoch [22][4160/5010] lr: 7.500e-04, eta: 1 day, 16:13:08, time: 0.995, data_time: 0.006, memory: 10398, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1743, loss: 1.1743, grad_norm: 5.8563 2020-10-12 06:02:46,454 - mmaction - INFO - Epoch [22][4180/5010] lr: 7.500e-04, eta: 1 day, 16:12:46, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.7229, top5_acc: 0.8958, loss_cls: 1.1031, loss: 1.1031, grad_norm: 5.8505 2020-10-12 06:03:06,122 - mmaction - INFO - Epoch [22][4200/5010] lr: 7.500e-04, eta: 1 day, 16:12:25, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.6844, top5_acc: 0.8750, loss_cls: 1.1702, loss: 1.1702, grad_norm: 6.1190 2020-10-12 06:03:25,666 - mmaction - INFO - Epoch [22][4220/5010] lr: 7.500e-04, eta: 1 day, 16:12:03, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.7187, top5_acc: 0.9083, loss_cls: 1.1297, loss: 1.1297, grad_norm: 5.9842 2020-10-12 06:03:45,177 - mmaction - INFO - Epoch [22][4240/5010] lr: 7.500e-04, eta: 1 day, 16:11:41, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.7156, top5_acc: 0.8854, loss_cls: 1.1582, loss: 1.1582, grad_norm: 6.0414 2020-10-12 06:04:05,489 - mmaction - INFO - Epoch [22][4260/5010] lr: 7.500e-04, eta: 1 day, 16:11:20, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.7031, top5_acc: 0.8833, loss_cls: 1.1971, loss: 1.1971, grad_norm: 5.8450 2020-10-12 06:04:25,676 - mmaction - INFO - Epoch [22][4280/5010] lr: 7.500e-04, eta: 1 day, 16:10:59, time: 1.011, data_time: 0.005, memory: 10398, top1_acc: 0.7135, top5_acc: 0.8865, loss_cls: 1.1360, loss: 1.1360, grad_norm: 5.8736 2020-10-12 06:04:45,168 - mmaction - INFO - Epoch [22][4300/5010] lr: 7.500e-04, eta: 1 day, 16:10:38, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.6896, top5_acc: 0.8740, loss_cls: 1.1590, loss: 1.1590, grad_norm: 5.9777 2020-10-12 06:05:05,122 - mmaction - INFO - Epoch [22][4320/5010] lr: 7.500e-04, eta: 1 day, 16:10:16, time: 0.998, data_time: 0.005, memory: 10398, top1_acc: 0.7177, top5_acc: 0.9042, loss_cls: 1.0977, loss: 1.0977, grad_norm: 5.9317 2020-10-12 06:05:26,335 - mmaction - INFO - Epoch [22][4340/5010] lr: 7.500e-04, eta: 1 day, 16:09:57, time: 1.060, data_time: 0.003, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9031, loss_cls: 1.0343, loss: 1.0343, grad_norm: 5.5807 2020-10-12 06:05:45,426 - mmaction - INFO - Epoch [22][4360/5010] lr: 7.500e-04, eta: 1 day, 16:09:34, time: 0.955, data_time: 0.002, memory: 10398, top1_acc: 0.7104, top5_acc: 0.8833, loss_cls: 1.1827, loss: 1.1827, grad_norm: 6.1029 2020-10-12 06:06:05,867 - mmaction - INFO - Epoch [22][4380/5010] lr: 7.500e-04, eta: 1 day, 16:09:14, time: 1.020, data_time: 0.004, memory: 10398, top1_acc: 0.7125, top5_acc: 0.8906, loss_cls: 1.1661, loss: 1.1661, grad_norm: 5.9367 2020-10-12 06:06:25,065 - mmaction - INFO - Epoch [22][4400/5010] lr: 7.500e-04, eta: 1 day, 16:08:51, time: 0.959, data_time: 0.006, memory: 10398, top1_acc: 0.6906, top5_acc: 0.8813, loss_cls: 1.2332, loss: 1.2332, grad_norm: 6.1942 2020-10-12 06:06:45,220 - mmaction - INFO - Epoch [22][4420/5010] lr: 7.500e-04, eta: 1 day, 16:08:31, time: 1.011, data_time: 0.005, memory: 10398, top1_acc: 0.7062, top5_acc: 0.9042, loss_cls: 1.1147, loss: 1.1147, grad_norm: 6.1135 2020-10-12 06:07:05,366 - mmaction - INFO - Epoch [22][4440/5010] lr: 7.500e-04, eta: 1 day, 16:08:09, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.7188, top5_acc: 0.8896, loss_cls: 1.1360, loss: 1.1360, grad_norm: 5.8920 2020-10-12 06:07:26,624 - mmaction - INFO - Epoch [22][4460/5010] lr: 7.500e-04, eta: 1 day, 16:07:50, time: 1.065, data_time: 0.006, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8927, loss_cls: 1.1362, loss: 1.1362, grad_norm: 6.0141 2020-10-12 06:07:46,261 - mmaction - INFO - Epoch [22][4480/5010] lr: 7.500e-04, eta: 1 day, 16:07:28, time: 0.982, data_time: 0.002, memory: 10398, top1_acc: 0.7375, top5_acc: 0.8979, loss_cls: 1.0979, loss: 1.0979, grad_norm: 5.7500 2020-10-12 06:08:06,341 - mmaction - INFO - Epoch [22][4500/5010] lr: 7.500e-04, eta: 1 day, 16:07:07, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.7052, top5_acc: 0.8917, loss_cls: 1.1659, loss: 1.1659, grad_norm: 6.0941 2020-10-12 06:08:26,399 - mmaction - INFO - Epoch [22][4520/5010] lr: 7.500e-04, eta: 1 day, 16:06:46, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.7219, top5_acc: 0.8906, loss_cls: 1.1176, loss: 1.1176, grad_norm: 5.7237 2020-10-12 06:08:47,424 - mmaction - INFO - Epoch [22][4540/5010] lr: 7.500e-04, eta: 1 day, 16:06:26, time: 1.052, data_time: 0.002, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8917, loss_cls: 1.1183, loss: 1.1183, grad_norm: 5.8173 2020-10-12 06:09:08,421 - mmaction - INFO - Epoch [22][4560/5010] lr: 7.500e-04, eta: 1 day, 16:06:06, time: 1.047, data_time: 0.005, memory: 10398, top1_acc: 0.7000, top5_acc: 0.8917, loss_cls: 1.1381, loss: 1.1381, grad_norm: 6.0138 2020-10-12 06:09:28,114 - mmaction - INFO - Epoch [22][4580/5010] lr: 7.500e-04, eta: 1 day, 16:05:45, time: 0.985, data_time: 0.006, memory: 10398, top1_acc: 0.7313, top5_acc: 0.9104, loss_cls: 1.0828, loss: 1.0828, grad_norm: 5.7147 2020-10-12 06:09:48,574 - mmaction - INFO - Epoch [22][4600/5010] lr: 7.500e-04, eta: 1 day, 16:05:24, time: 1.024, data_time: 0.003, memory: 10398, top1_acc: 0.7365, top5_acc: 0.8969, loss_cls: 1.0664, loss: 1.0664, grad_norm: 5.7651 2020-10-12 06:10:08,192 - mmaction - INFO - Epoch [22][4620/5010] lr: 7.500e-04, eta: 1 day, 16:05:03, time: 0.981, data_time: 0.004, memory: 10398, top1_acc: 0.7094, top5_acc: 0.8875, loss_cls: 1.2054, loss: 1.2054, grad_norm: 5.9793 2020-10-12 06:10:28,825 - mmaction - INFO - Epoch [22][4640/5010] lr: 7.500e-04, eta: 1 day, 16:04:42, time: 1.032, data_time: 0.003, memory: 10398, top1_acc: 0.7115, top5_acc: 0.8750, loss_cls: 1.1775, loss: 1.1775, grad_norm: 6.0647 2020-10-12 06:10:49,011 - mmaction - INFO - Epoch [22][4660/5010] lr: 7.500e-04, eta: 1 day, 16:04:21, time: 1.009, data_time: 0.002, memory: 10398, top1_acc: 0.7250, top5_acc: 0.8844, loss_cls: 1.1049, loss: 1.1049, grad_norm: 5.7896 2020-10-12 06:11:08,728 - mmaction - INFO - Epoch [22][4680/5010] lr: 7.500e-04, eta: 1 day, 16:04:00, time: 0.987, data_time: 0.004, memory: 10398, top1_acc: 0.7021, top5_acc: 0.9021, loss_cls: 1.1563, loss: 1.1563, grad_norm: 6.0789 2020-10-12 06:11:28,897 - mmaction - INFO - Epoch [22][4700/5010] lr: 7.500e-04, eta: 1 day, 16:03:39, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.7198, top5_acc: 0.8906, loss_cls: 1.1670, loss: 1.1670, grad_norm: 5.8555 2020-10-12 06:11:48,540 - mmaction - INFO - Epoch [22][4720/5010] lr: 7.500e-04, eta: 1 day, 16:03:17, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9000, loss_cls: 1.0407, loss: 1.0407, grad_norm: 5.7954 2020-10-12 06:12:08,745 - mmaction - INFO - Epoch [22][4740/5010] lr: 7.500e-04, eta: 1 day, 16:02:56, time: 1.010, data_time: 0.006, memory: 10398, top1_acc: 0.7208, top5_acc: 0.8917, loss_cls: 1.1260, loss: 1.1260, grad_norm: 5.8566 2020-10-12 06:12:29,733 - mmaction - INFO - Epoch [22][4760/5010] lr: 7.500e-04, eta: 1 day, 16:02:36, time: 1.050, data_time: 0.002, memory: 10398, top1_acc: 0.7000, top5_acc: 0.9073, loss_cls: 1.1156, loss: 1.1156, grad_norm: 6.0673 2020-10-12 06:12:49,907 - mmaction - INFO - Epoch [22][4780/5010] lr: 7.500e-04, eta: 1 day, 16:02:15, time: 1.009, data_time: 0.002, memory: 10398, top1_acc: 0.7292, top5_acc: 0.8969, loss_cls: 1.0712, loss: 1.0712, grad_norm: 5.7274 2020-10-12 06:13:10,246 - mmaction - INFO - Epoch [22][4800/5010] lr: 7.500e-04, eta: 1 day, 16:01:55, time: 1.017, data_time: 0.005, memory: 10398, top1_acc: 0.7260, top5_acc: 0.9000, loss_cls: 1.0876, loss: 1.0876, grad_norm: 5.7948 2020-10-12 06:13:29,821 - mmaction - INFO - Epoch [22][4820/5010] lr: 7.500e-04, eta: 1 day, 16:01:33, time: 0.979, data_time: 0.002, memory: 10398, top1_acc: 0.7031, top5_acc: 0.8885, loss_cls: 1.1603, loss: 1.1603, grad_norm: 5.7848 2020-10-12 06:13:49,055 - mmaction - INFO - Epoch [22][4840/5010] lr: 7.500e-04, eta: 1 day, 16:01:11, time: 0.962, data_time: 0.002, memory: 10398, top1_acc: 0.7104, top5_acc: 0.8906, loss_cls: 1.1770, loss: 1.1770, grad_norm: 6.2622 2020-10-12 06:14:09,301 - mmaction - INFO - Epoch [22][4860/5010] lr: 7.500e-04, eta: 1 day, 16:00:50, time: 1.010, data_time: 0.005, memory: 10398, top1_acc: 0.7208, top5_acc: 0.8990, loss_cls: 1.1237, loss: 1.1237, grad_norm: 6.0744 2020-10-12 06:14:30,042 - mmaction - INFO - Epoch [22][4880/5010] lr: 7.500e-04, eta: 1 day, 16:00:30, time: 1.039, data_time: 0.007, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9115, loss_cls: 1.0410, loss: 1.0410, grad_norm: 5.8542 2020-10-12 06:14:50,813 - mmaction - INFO - Epoch [22][4900/5010] lr: 7.500e-04, eta: 1 day, 16:00:09, time: 1.038, data_time: 0.002, memory: 10398, top1_acc: 0.7104, top5_acc: 0.9000, loss_cls: 1.1208, loss: 1.1208, grad_norm: 5.9822 2020-10-12 06:15:11,056 - mmaction - INFO - Epoch [22][4920/5010] lr: 7.500e-04, eta: 1 day, 15:59:49, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9104, loss_cls: 1.0840, loss: 1.0840, grad_norm: 5.8601 2020-10-12 06:15:31,991 - mmaction - INFO - Epoch [22][4940/5010] lr: 7.500e-04, eta: 1 day, 15:59:28, time: 1.044, data_time: 0.002, memory: 10398, top1_acc: 0.7240, top5_acc: 0.9083, loss_cls: 1.0817, loss: 1.0817, grad_norm: 5.9363 2020-10-12 06:15:51,237 - mmaction - INFO - Epoch [22][4960/5010] lr: 7.500e-04, eta: 1 day, 15:59:06, time: 0.965, data_time: 0.008, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9146, loss_cls: 1.0234, loss: 1.0234, grad_norm: 5.7163 2020-10-12 06:16:12,665 - mmaction - INFO - Epoch [22][4980/5010] lr: 7.500e-04, eta: 1 day, 15:58:47, time: 1.068, data_time: 0.004, memory: 10398, top1_acc: 0.7240, top5_acc: 0.9042, loss_cls: 1.1122, loss: 1.1122, grad_norm: 6.0056 2020-10-12 06:16:32,292 - mmaction - INFO - Epoch [22][5000/5010] lr: 7.500e-04, eta: 1 day, 15:58:25, time: 0.984, data_time: 0.008, memory: 10398, top1_acc: 0.6990, top5_acc: 0.8823, loss_cls: 1.1842, loss: 1.1842, grad_norm: 5.9671 2020-10-12 06:17:14,716 - mmaction - INFO - Epoch [23][20/5010] lr: 7.500e-04, eta: 1 day, 15:57:58, time: 1.654, data_time: 0.806, memory: 10398, top1_acc: 0.7052, top5_acc: 0.8896, loss_cls: 1.1341, loss: 1.1341, grad_norm: 5.9296 2020-10-12 06:17:32,814 - mmaction - INFO - Epoch [23][40/5010] lr: 7.500e-04, eta: 1 day, 15:57:34, time: 0.907, data_time: 0.006, memory: 10398, top1_acc: 0.7187, top5_acc: 0.9042, loss_cls: 1.1149, loss: 1.1149, grad_norm: 5.7814 2020-10-12 06:17:53,137 - mmaction - INFO - Epoch [23][60/5010] lr: 7.500e-04, eta: 1 day, 15:57:13, time: 1.016, data_time: 0.002, memory: 10398, top1_acc: 0.7021, top5_acc: 0.8990, loss_cls: 1.1650, loss: 1.1650, grad_norm: 5.9311 2020-10-12 06:18:13,581 - mmaction - INFO - Epoch [23][80/5010] lr: 7.500e-04, eta: 1 day, 15:56:53, time: 1.020, data_time: 0.005, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9000, loss_cls: 1.0706, loss: 1.0706, grad_norm: 5.9095 2020-10-12 06:18:33,638 - mmaction - INFO - Epoch [23][100/5010] lr: 7.500e-04, eta: 1 day, 15:56:32, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.7417, top5_acc: 0.8958, loss_cls: 1.0600, loss: 1.0600, grad_norm: 5.6164 2020-10-12 06:18:52,914 - mmaction - INFO - Epoch [23][120/5010] lr: 7.500e-04, eta: 1 day, 15:56:09, time: 0.963, data_time: 0.002, memory: 10398, top1_acc: 0.7375, top5_acc: 0.8865, loss_cls: 1.0660, loss: 1.0660, grad_norm: 5.5642 2020-10-12 06:19:14,141 - mmaction - INFO - Epoch [23][140/5010] lr: 7.500e-04, eta: 1 day, 15:55:50, time: 1.059, data_time: 0.005, memory: 10398, top1_acc: 0.7208, top5_acc: 0.8938, loss_cls: 1.1429, loss: 1.1429, grad_norm: 5.9660 2020-10-12 06:19:33,097 - mmaction - INFO - Epoch [23][160/5010] lr: 7.500e-04, eta: 1 day, 15:55:27, time: 0.951, data_time: 0.007, memory: 10398, top1_acc: 0.7219, top5_acc: 0.9000, loss_cls: 1.0886, loss: 1.0886, grad_norm: 5.8104 2020-10-12 06:19:52,758 - mmaction - INFO - Epoch [23][180/5010] lr: 7.500e-04, eta: 1 day, 15:55:06, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.7250, top5_acc: 0.8979, loss_cls: 1.0855, loss: 1.0855, grad_norm: 5.8596 2020-10-12 06:20:13,698 - mmaction - INFO - Epoch [23][200/5010] lr: 7.500e-04, eta: 1 day, 15:54:46, time: 1.043, data_time: 0.005, memory: 10398, top1_acc: 0.7229, top5_acc: 0.8948, loss_cls: 1.1431, loss: 1.1431, grad_norm: 5.9131 2020-10-12 06:20:33,858 - mmaction - INFO - Epoch [23][220/5010] lr: 7.500e-04, eta: 1 day, 15:54:25, time: 1.012, data_time: 0.008, memory: 10398, top1_acc: 0.7104, top5_acc: 0.9021, loss_cls: 1.1469, loss: 1.1469, grad_norm: 6.0755 2020-10-12 06:20:53,640 - mmaction - INFO - Epoch [23][240/5010] lr: 7.500e-04, eta: 1 day, 15:54:03, time: 0.989, data_time: 0.002, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9052, loss_cls: 1.0654, loss: 1.0654, grad_norm: 6.0115 2020-10-12 06:21:13,445 - mmaction - INFO - Epoch [23][260/5010] lr: 7.500e-04, eta: 1 day, 15:53:42, time: 0.988, data_time: 0.004, memory: 10398, top1_acc: 0.7094, top5_acc: 0.8865, loss_cls: 1.2168, loss: 1.2168, grad_norm: 6.1750 2020-10-12 06:21:34,457 - mmaction - INFO - Epoch [23][280/5010] lr: 7.500e-04, eta: 1 day, 15:53:22, time: 1.052, data_time: 0.007, memory: 10398, top1_acc: 0.7146, top5_acc: 0.8813, loss_cls: 1.1360, loss: 1.1360, grad_norm: 5.7338 2020-10-12 06:21:54,423 - mmaction - INFO - Epoch [23][300/5010] lr: 7.500e-04, eta: 1 day, 15:53:01, time: 0.999, data_time: 0.002, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9031, loss_cls: 1.1003, loss: 1.1003, grad_norm: 6.0181 2020-10-12 06:22:15,140 - mmaction - INFO - Epoch [23][320/5010] lr: 7.500e-04, eta: 1 day, 15:52:41, time: 1.035, data_time: 0.002, memory: 10398, top1_acc: 0.7323, top5_acc: 0.8875, loss_cls: 1.1398, loss: 1.1398, grad_norm: 5.6713 2020-10-12 06:22:35,197 - mmaction - INFO - Epoch [23][340/5010] lr: 7.500e-04, eta: 1 day, 15:52:20, time: 1.003, data_time: 0.006, memory: 10398, top1_acc: 0.6979, top5_acc: 0.8854, loss_cls: 1.1771, loss: 1.1771, grad_norm: 6.1834 2020-10-12 06:22:55,685 - mmaction - INFO - Epoch [23][360/5010] lr: 7.500e-04, eta: 1 day, 15:51:59, time: 1.025, data_time: 0.002, memory: 10398, top1_acc: 0.7260, top5_acc: 0.9042, loss_cls: 1.0922, loss: 1.0922, grad_norm: 5.8023 2020-10-12 06:23:15,876 - mmaction - INFO - Epoch [23][380/5010] lr: 7.500e-04, eta: 1 day, 15:51:38, time: 1.007, data_time: 0.006, memory: 10398, top1_acc: 0.7115, top5_acc: 0.8875, loss_cls: 1.1351, loss: 1.1351, grad_norm: 5.8896 2020-10-12 06:23:35,947 - mmaction - INFO - Epoch [23][400/5010] lr: 7.500e-04, eta: 1 day, 15:51:17, time: 1.006, data_time: 0.008, memory: 10398, top1_acc: 0.7313, top5_acc: 0.8948, loss_cls: 1.0826, loss: 1.0826, grad_norm: 5.8066 2020-10-12 06:23:56,403 - mmaction - INFO - Epoch [23][420/5010] lr: 7.500e-04, eta: 1 day, 15:50:56, time: 1.023, data_time: 0.003, memory: 10398, top1_acc: 0.6969, top5_acc: 0.8771, loss_cls: 1.1841, loss: 1.1841, grad_norm: 6.1886 2020-10-12 06:24:16,353 - mmaction - INFO - Epoch [23][440/5010] lr: 7.500e-04, eta: 1 day, 15:50:35, time: 0.996, data_time: 0.004, memory: 10398, top1_acc: 0.7229, top5_acc: 0.9083, loss_cls: 1.1019, loss: 1.1019, grad_norm: 5.9298 2020-10-12 06:24:36,183 - mmaction - INFO - Epoch [23][460/5010] lr: 7.500e-04, eta: 1 day, 15:50:14, time: 0.993, data_time: 0.006, memory: 10398, top1_acc: 0.7479, top5_acc: 0.8979, loss_cls: 1.0213, loss: 1.0213, grad_norm: 5.6809 2020-10-12 06:24:57,189 - mmaction - INFO - Epoch [23][480/5010] lr: 7.500e-04, eta: 1 day, 15:49:54, time: 1.047, data_time: 0.006, memory: 10398, top1_acc: 0.7042, top5_acc: 0.8875, loss_cls: 1.1816, loss: 1.1816, grad_norm: 6.0669 2020-10-12 06:25:16,366 - mmaction - INFO - Epoch [23][500/5010] lr: 7.500e-04, eta: 1 day, 15:49:32, time: 0.963, data_time: 0.007, memory: 10398, top1_acc: 0.7187, top5_acc: 0.9021, loss_cls: 1.0823, loss: 1.0823, grad_norm: 5.9955 2020-10-12 06:25:36,443 - mmaction - INFO - Epoch [23][520/5010] lr: 7.500e-04, eta: 1 day, 15:49:11, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.7302, top5_acc: 0.8958, loss_cls: 1.0825, loss: 1.0825, grad_norm: 5.8952 2020-10-12 06:25:58,055 - mmaction - INFO - Epoch [23][540/5010] lr: 7.500e-04, eta: 1 day, 15:48:52, time: 1.082, data_time: 0.005, memory: 10398, top1_acc: 0.7229, top5_acc: 0.8990, loss_cls: 1.1514, loss: 1.1514, grad_norm: 6.2296 2020-10-12 06:26:17,866 - mmaction - INFO - Epoch [23][560/5010] lr: 7.500e-04, eta: 1 day, 15:48:30, time: 0.985, data_time: 0.005, memory: 10398, top1_acc: 0.7208, top5_acc: 0.8813, loss_cls: 1.1396, loss: 1.1396, grad_norm: 6.0224 2020-10-12 06:26:38,857 - mmaction - INFO - Epoch [23][580/5010] lr: 7.500e-04, eta: 1 day, 15:48:10, time: 1.055, data_time: 0.008, memory: 10398, top1_acc: 0.7208, top5_acc: 0.8885, loss_cls: 1.1716, loss: 1.1716, grad_norm: 5.8973 2020-10-12 06:26:58,351 - mmaction - INFO - Epoch [23][600/5010] lr: 7.500e-04, eta: 1 day, 15:47:48, time: 0.973, data_time: 0.005, memory: 10398, top1_acc: 0.7208, top5_acc: 0.9010, loss_cls: 1.1149, loss: 1.1149, grad_norm: 5.8848 2020-10-12 06:27:20,002 - mmaction - INFO - Epoch [23][620/5010] lr: 7.500e-04, eta: 1 day, 15:47:29, time: 1.085, data_time: 0.006, memory: 10398, top1_acc: 0.7271, top5_acc: 0.8958, loss_cls: 1.1128, loss: 1.1128, grad_norm: 5.8834 2020-10-12 06:27:39,053 - mmaction - INFO - Epoch [23][640/5010] lr: 7.500e-04, eta: 1 day, 15:47:07, time: 0.951, data_time: 0.004, memory: 10398, top1_acc: 0.7198, top5_acc: 0.8865, loss_cls: 1.1792, loss: 1.1792, grad_norm: 5.9328 2020-10-12 06:27:58,922 - mmaction - INFO - Epoch [23][660/5010] lr: 7.500e-04, eta: 1 day, 15:46:46, time: 0.995, data_time: 0.005, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9031, loss_cls: 1.0827, loss: 1.0827, grad_norm: 5.8681 2020-10-12 06:28:18,876 - mmaction - INFO - Epoch [23][680/5010] lr: 7.500e-04, eta: 1 day, 15:46:24, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.7125, top5_acc: 0.8844, loss_cls: 1.1599, loss: 1.1599, grad_norm: 5.8901 2020-10-12 06:28:39,540 - mmaction - INFO - Epoch [23][700/5010] lr: 7.500e-04, eta: 1 day, 15:46:04, time: 1.034, data_time: 0.005, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9073, loss_cls: 1.0505, loss: 1.0505, grad_norm: 5.7248 2020-10-12 06:28:59,727 - mmaction - INFO - Epoch [23][720/5010] lr: 7.500e-04, eta: 1 day, 15:45:43, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.7094, top5_acc: 0.8781, loss_cls: 1.1893, loss: 1.1893, grad_norm: 6.0831 2020-10-12 06:29:20,993 - mmaction - INFO - Epoch [23][740/5010] lr: 7.500e-04, eta: 1 day, 15:45:24, time: 1.067, data_time: 0.008, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8729, loss_cls: 1.2139, loss: 1.2139, grad_norm: 6.0070 2020-10-12 06:29:40,989 - mmaction - INFO - Epoch [23][760/5010] lr: 7.500e-04, eta: 1 day, 15:45:02, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.7302, top5_acc: 0.8854, loss_cls: 1.1491, loss: 1.1491, grad_norm: 5.9990 2020-10-12 06:30:01,325 - mmaction - INFO - Epoch [23][780/5010] lr: 7.500e-04, eta: 1 day, 15:44:42, time: 1.020, data_time: 0.008, memory: 10398, top1_acc: 0.7010, top5_acc: 0.8771, loss_cls: 1.1995, loss: 1.1995, grad_norm: 6.0924 2020-10-12 06:30:21,702 - mmaction - INFO - Epoch [23][800/5010] lr: 7.500e-04, eta: 1 day, 15:44:21, time: 1.019, data_time: 0.006, memory: 10398, top1_acc: 0.7344, top5_acc: 0.8969, loss_cls: 1.0893, loss: 1.0893, grad_norm: 6.0240 2020-10-12 06:30:41,706 - mmaction - INFO - Epoch [23][820/5010] lr: 7.500e-04, eta: 1 day, 15:44:00, time: 1.001, data_time: 0.003, memory: 10398, top1_acc: 0.7073, top5_acc: 0.8979, loss_cls: 1.1046, loss: 1.1046, grad_norm: 6.0077 2020-10-12 06:31:02,113 - mmaction - INFO - Epoch [23][840/5010] lr: 7.500e-04, eta: 1 day, 15:43:39, time: 1.020, data_time: 0.006, memory: 10398, top1_acc: 0.7313, top5_acc: 0.8969, loss_cls: 1.0886, loss: 1.0886, grad_norm: 5.6677 2020-10-12 06:31:23,249 - mmaction - INFO - Epoch [23][860/5010] lr: 7.500e-04, eta: 1 day, 15:43:19, time: 1.057, data_time: 0.006, memory: 10398, top1_acc: 0.7250, top5_acc: 0.8948, loss_cls: 1.1016, loss: 1.1016, grad_norm: 5.8868 2020-10-12 06:31:43,860 - mmaction - INFO - Epoch [23][880/5010] lr: 7.500e-04, eta: 1 day, 15:42:59, time: 1.031, data_time: 0.002, memory: 10398, top1_acc: 0.7094, top5_acc: 0.8990, loss_cls: 1.1433, loss: 1.1433, grad_norm: 6.2062 2020-10-12 06:32:03,589 - mmaction - INFO - Epoch [23][900/5010] lr: 7.500e-04, eta: 1 day, 15:42:38, time: 0.983, data_time: 0.004, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8854, loss_cls: 1.1499, loss: 1.1499, grad_norm: 5.9669 2020-10-12 06:32:24,113 - mmaction - INFO - Epoch [23][920/5010] lr: 7.500e-04, eta: 1 day, 15:42:17, time: 1.029, data_time: 0.008, memory: 10398, top1_acc: 0.6979, top5_acc: 0.8854, loss_cls: 1.1825, loss: 1.1825, grad_norm: 6.0154 2020-10-12 06:32:43,275 - mmaction - INFO - Epoch [23][940/5010] lr: 7.500e-04, eta: 1 day, 15:41:55, time: 0.958, data_time: 0.002, memory: 10398, top1_acc: 0.7188, top5_acc: 0.9010, loss_cls: 1.1005, loss: 1.1005, grad_norm: 5.8716 2020-10-12 06:33:03,919 - mmaction - INFO - Epoch [23][960/5010] lr: 7.500e-04, eta: 1 day, 15:41:35, time: 1.032, data_time: 0.006, memory: 10398, top1_acc: 0.7156, top5_acc: 0.8813, loss_cls: 1.1773, loss: 1.1773, grad_norm: 6.0708 2020-10-12 06:33:24,402 - mmaction - INFO - Epoch [23][980/5010] lr: 7.500e-04, eta: 1 day, 15:41:14, time: 1.024, data_time: 0.002, memory: 10398, top1_acc: 0.7156, top5_acc: 0.8927, loss_cls: 1.1323, loss: 1.1323, grad_norm: 5.9640 2020-10-12 06:33:44,459 - mmaction - INFO - Epoch [23][1000/5010] lr: 7.500e-04, eta: 1 day, 15:40:53, time: 1.002, data_time: 0.002, memory: 10398, top1_acc: 0.7115, top5_acc: 0.9125, loss_cls: 1.0763, loss: 1.0763, grad_norm: 5.9193 2020-10-12 06:34:04,445 - mmaction - INFO - Epoch [23][1020/5010] lr: 7.500e-04, eta: 1 day, 15:40:32, time: 0.998, data_time: 0.005, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9083, loss_cls: 1.0413, loss: 1.0413, grad_norm: 5.9031 2020-10-12 06:34:24,274 - mmaction - INFO - Epoch [23][1040/5010] lr: 7.500e-04, eta: 1 day, 15:40:10, time: 0.994, data_time: 0.008, memory: 10398, top1_acc: 0.7292, top5_acc: 0.8979, loss_cls: 1.0868, loss: 1.0868, grad_norm: 5.8220 2020-10-12 06:34:44,071 - mmaction - INFO - Epoch [23][1060/5010] lr: 7.500e-04, eta: 1 day, 15:39:49, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8990, loss_cls: 1.1359, loss: 1.1359, grad_norm: 6.0264 2020-10-12 06:35:03,932 - mmaction - INFO - Epoch [23][1080/5010] lr: 7.500e-04, eta: 1 day, 15:39:28, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.7229, top5_acc: 0.9000, loss_cls: 1.1393, loss: 1.1393, grad_norm: 6.2001 2020-10-12 06:35:24,030 - mmaction - INFO - Epoch [23][1100/5010] lr: 7.500e-04, eta: 1 day, 15:39:07, time: 1.005, data_time: 0.002, memory: 10398, top1_acc: 0.7125, top5_acc: 0.8792, loss_cls: 1.1902, loss: 1.1902, grad_norm: 5.8837 2020-10-12 06:35:43,246 - mmaction - INFO - Epoch [23][1120/5010] lr: 7.500e-04, eta: 1 day, 15:38:44, time: 0.960, data_time: 0.003, memory: 10398, top1_acc: 0.7010, top5_acc: 0.9063, loss_cls: 1.1504, loss: 1.1504, grad_norm: 6.0332 2020-10-12 06:36:03,506 - mmaction - INFO - Epoch [23][1140/5010] lr: 7.500e-04, eta: 1 day, 15:38:24, time: 1.014, data_time: 0.006, memory: 10398, top1_acc: 0.7271, top5_acc: 0.8854, loss_cls: 1.1463, loss: 1.1463, grad_norm: 5.9595 2020-10-12 06:36:23,159 - mmaction - INFO - Epoch [23][1160/5010] lr: 7.500e-04, eta: 1 day, 15:38:02, time: 0.983, data_time: 0.006, memory: 10398, top1_acc: 0.7250, top5_acc: 0.8813, loss_cls: 1.1282, loss: 1.1282, grad_norm: 5.7480 2020-10-12 06:36:42,929 - mmaction - INFO - Epoch [23][1180/5010] lr: 7.500e-04, eta: 1 day, 15:37:41, time: 0.989, data_time: 0.002, memory: 10398, top1_acc: 0.7094, top5_acc: 0.8937, loss_cls: 1.1618, loss: 1.1618, grad_norm: 6.0604 2020-10-12 06:37:02,867 - mmaction - INFO - Epoch [23][1200/5010] lr: 7.500e-04, eta: 1 day, 15:37:19, time: 0.995, data_time: 0.004, memory: 10398, top1_acc: 0.7042, top5_acc: 0.8719, loss_cls: 1.2222, loss: 1.2222, grad_norm: 6.1130 2020-10-12 06:37:23,089 - mmaction - INFO - Epoch [23][1220/5010] lr: 7.500e-04, eta: 1 day, 15:36:58, time: 1.012, data_time: 0.006, memory: 10398, top1_acc: 0.7156, top5_acc: 0.9125, loss_cls: 1.0984, loss: 1.0984, grad_norm: 5.8799 2020-10-12 06:37:42,799 - mmaction - INFO - Epoch [23][1240/5010] lr: 7.500e-04, eta: 1 day, 15:36:37, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.7073, top5_acc: 0.9083, loss_cls: 1.0960, loss: 1.0960, grad_norm: 5.8648 2020-10-12 06:38:02,858 - mmaction - INFO - Epoch [23][1260/5010] lr: 7.500e-04, eta: 1 day, 15:36:16, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.7177, top5_acc: 0.8906, loss_cls: 1.1099, loss: 1.1099, grad_norm: 5.8209 2020-10-12 06:38:23,141 - mmaction - INFO - Epoch [23][1280/5010] lr: 7.500e-04, eta: 1 day, 15:35:55, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8969, loss_cls: 1.1070, loss: 1.1070, grad_norm: 6.0347 2020-10-12 06:38:43,050 - mmaction - INFO - Epoch [23][1300/5010] lr: 7.500e-04, eta: 1 day, 15:35:34, time: 0.995, data_time: 0.002, memory: 10398, top1_acc: 0.7260, top5_acc: 0.9052, loss_cls: 1.0937, loss: 1.0937, grad_norm: 5.8498 2020-10-12 06:39:03,178 - mmaction - INFO - Epoch [23][1320/5010] lr: 7.500e-04, eta: 1 day, 15:35:13, time: 1.004, data_time: 0.005, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9115, loss_cls: 1.0631, loss: 1.0631, grad_norm: 5.9655 2020-10-12 06:39:22,838 - mmaction - INFO - Epoch [23][1340/5010] lr: 7.500e-04, eta: 1 day, 15:34:51, time: 0.985, data_time: 0.007, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9094, loss_cls: 1.0539, loss: 1.0539, grad_norm: 5.9173 2020-10-12 06:39:42,902 - mmaction - INFO - Epoch [23][1360/5010] lr: 7.500e-04, eta: 1 day, 15:34:30, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9010, loss_cls: 1.0303, loss: 1.0303, grad_norm: 5.8764 2020-10-12 06:40:03,086 - mmaction - INFO - Epoch [23][1380/5010] lr: 7.500e-04, eta: 1 day, 15:34:09, time: 1.007, data_time: 0.005, memory: 10398, top1_acc: 0.7042, top5_acc: 0.8948, loss_cls: 1.1701, loss: 1.1701, grad_norm: 6.0866 2020-10-12 06:40:22,384 - mmaction - INFO - Epoch [23][1400/5010] lr: 7.500e-04, eta: 1 day, 15:33:47, time: 0.967, data_time: 0.004, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9094, loss_cls: 1.0280, loss: 1.0280, grad_norm: 5.7488 2020-10-12 06:40:43,657 - mmaction - INFO - Epoch [23][1420/5010] lr: 7.500e-04, eta: 1 day, 15:33:28, time: 1.064, data_time: 0.002, memory: 10398, top1_acc: 0.7198, top5_acc: 0.8896, loss_cls: 1.1471, loss: 1.1471, grad_norm: 6.0335 2020-10-12 06:41:02,893 - mmaction - INFO - Epoch [23][1440/5010] lr: 7.500e-04, eta: 1 day, 15:33:06, time: 0.960, data_time: 0.004, memory: 10398, top1_acc: 0.6896, top5_acc: 0.8792, loss_cls: 1.2377, loss: 1.2377, grad_norm: 6.2221 2020-10-12 06:41:22,810 - mmaction - INFO - Epoch [23][1460/5010] lr: 7.500e-04, eta: 1 day, 15:32:44, time: 0.997, data_time: 0.006, memory: 10398, top1_acc: 0.7115, top5_acc: 0.9042, loss_cls: 1.0777, loss: 1.0777, grad_norm: 5.9782 2020-10-12 06:41:42,321 - mmaction - INFO - Epoch [23][1480/5010] lr: 7.500e-04, eta: 1 day, 15:32:23, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.7323, top5_acc: 0.8948, loss_cls: 1.1074, loss: 1.1074, grad_norm: 5.9029 2020-10-12 06:42:02,625 - mmaction - INFO - Epoch [23][1500/5010] lr: 7.500e-04, eta: 1 day, 15:32:02, time: 1.015, data_time: 0.004, memory: 10398, top1_acc: 0.7104, top5_acc: 0.8719, loss_cls: 1.1405, loss: 1.1405, grad_norm: 6.0230 2020-10-12 06:42:22,034 - mmaction - INFO - Epoch [23][1520/5010] lr: 7.500e-04, eta: 1 day, 15:31:40, time: 0.971, data_time: 0.004, memory: 10398, top1_acc: 0.7021, top5_acc: 0.8760, loss_cls: 1.2162, loss: 1.2162, grad_norm: 5.9209 2020-10-12 06:42:41,618 - mmaction - INFO - Epoch [23][1540/5010] lr: 7.500e-04, eta: 1 day, 15:31:18, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.7188, top5_acc: 0.9052, loss_cls: 1.0682, loss: 1.0682, grad_norm: 5.9159 2020-10-12 06:43:01,616 - mmaction - INFO - Epoch [23][1560/5010] lr: 7.500e-04, eta: 1 day, 15:30:57, time: 0.996, data_time: 0.004, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9052, loss_cls: 1.0453, loss: 1.0453, grad_norm: 5.8595 2020-10-12 06:43:21,634 - mmaction - INFO - Epoch [23][1580/5010] lr: 7.500e-04, eta: 1 day, 15:30:36, time: 1.003, data_time: 0.006, memory: 10398, top1_acc: 0.7125, top5_acc: 0.8885, loss_cls: 1.1593, loss: 1.1593, grad_norm: 6.0597 2020-10-12 06:43:41,205 - mmaction - INFO - Epoch [23][1600/5010] lr: 7.500e-04, eta: 1 day, 15:30:14, time: 0.980, data_time: 0.003, memory: 10398, top1_acc: 0.7073, top5_acc: 0.9104, loss_cls: 1.0746, loss: 1.0746, grad_norm: 5.9250 2020-10-12 06:44:01,577 - mmaction - INFO - Epoch [23][1620/5010] lr: 7.500e-04, eta: 1 day, 15:29:54, time: 1.017, data_time: 0.005, memory: 10398, top1_acc: 0.7167, top5_acc: 0.9042, loss_cls: 1.0861, loss: 1.0861, grad_norm: 5.9126 2020-10-12 06:44:21,173 - mmaction - INFO - Epoch [23][1640/5010] lr: 7.500e-04, eta: 1 day, 15:29:32, time: 0.981, data_time: 0.007, memory: 10398, top1_acc: 0.7240, top5_acc: 0.8969, loss_cls: 1.0992, loss: 1.0992, grad_norm: 5.9711 2020-10-12 06:44:40,894 - mmaction - INFO - Epoch [23][1660/5010] lr: 7.500e-04, eta: 1 day, 15:29:11, time: 0.985, data_time: 0.003, memory: 10398, top1_acc: 0.6948, top5_acc: 0.8823, loss_cls: 1.1983, loss: 1.1983, grad_norm: 6.3345 2020-10-12 06:45:01,062 - mmaction - INFO - Epoch [23][1680/5010] lr: 7.500e-04, eta: 1 day, 15:28:50, time: 1.006, data_time: 0.006, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8875, loss_cls: 1.1200, loss: 1.1200, grad_norm: 5.9231 2020-10-12 06:45:20,707 - mmaction - INFO - Epoch [23][1700/5010] lr: 7.500e-04, eta: 1 day, 15:28:28, time: 0.986, data_time: 0.007, memory: 10398, top1_acc: 0.7104, top5_acc: 0.8865, loss_cls: 1.1617, loss: 1.1617, grad_norm: 5.9157 2020-10-12 06:45:40,474 - mmaction - INFO - Epoch [23][1720/5010] lr: 7.500e-04, eta: 1 day, 15:28:07, time: 0.987, data_time: 0.005, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9042, loss_cls: 1.0584, loss: 1.0584, grad_norm: 5.8806 2020-10-12 06:46:00,362 - mmaction - INFO - Epoch [23][1740/5010] lr: 7.500e-04, eta: 1 day, 15:27:45, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.7313, top5_acc: 0.9031, loss_cls: 1.0685, loss: 1.0685, grad_norm: 5.7885 2020-10-12 06:46:20,505 - mmaction - INFO - Epoch [23][1760/5010] lr: 7.500e-04, eta: 1 day, 15:27:24, time: 1.005, data_time: 0.004, memory: 10398, top1_acc: 0.7219, top5_acc: 0.8958, loss_cls: 1.1131, loss: 1.1131, grad_norm: 5.8709 2020-10-12 06:46:40,013 - mmaction - INFO - Epoch [23][1780/5010] lr: 7.500e-04, eta: 1 day, 15:27:03, time: 0.977, data_time: 0.007, memory: 10398, top1_acc: 0.7187, top5_acc: 0.8885, loss_cls: 1.1348, loss: 1.1348, grad_norm: 5.9658 2020-10-12 06:46:59,849 - mmaction - INFO - Epoch [23][1800/5010] lr: 7.500e-04, eta: 1 day, 15:26:41, time: 0.987, data_time: 0.005, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9021, loss_cls: 1.0465, loss: 1.0465, grad_norm: 5.8455 2020-10-12 06:47:20,007 - mmaction - INFO - Epoch [23][1820/5010] lr: 7.500e-04, eta: 1 day, 15:26:20, time: 1.012, data_time: 0.007, memory: 10398, top1_acc: 0.7156, top5_acc: 0.8969, loss_cls: 1.1204, loss: 1.1204, grad_norm: 6.0258 2020-10-12 06:47:39,674 - mmaction - INFO - Epoch [23][1840/5010] lr: 7.500e-04, eta: 1 day, 15:25:59, time: 0.981, data_time: 0.005, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9083, loss_cls: 1.0470, loss: 1.0470, grad_norm: 5.8777 2020-10-12 06:47:59,412 - mmaction - INFO - Epoch [23][1860/5010] lr: 7.500e-04, eta: 1 day, 15:25:37, time: 0.989, data_time: 0.006, memory: 10398, top1_acc: 0.7208, top5_acc: 0.8969, loss_cls: 1.1134, loss: 1.1134, grad_norm: 6.0857 2020-10-12 06:48:20,292 - mmaction - INFO - Epoch [23][1880/5010] lr: 7.500e-04, eta: 1 day, 15:25:17, time: 1.042, data_time: 0.005, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9052, loss_cls: 1.0918, loss: 1.0918, grad_norm: 5.9875 2020-10-12 06:48:39,528 - mmaction - INFO - Epoch [23][1900/5010] lr: 7.500e-04, eta: 1 day, 15:24:55, time: 0.964, data_time: 0.005, memory: 10398, top1_acc: 0.7198, top5_acc: 0.9031, loss_cls: 1.0825, loss: 1.0825, grad_norm: 5.9323 2020-10-12 06:48:59,574 - mmaction - INFO - Epoch [23][1920/5010] lr: 7.500e-04, eta: 1 day, 15:24:34, time: 1.000, data_time: 0.004, memory: 10398, top1_acc: 0.7094, top5_acc: 0.8760, loss_cls: 1.2077, loss: 1.2077, grad_norm: 6.1335 2020-10-12 06:49:19,432 - mmaction - INFO - Epoch [23][1940/5010] lr: 7.500e-04, eta: 1 day, 15:24:13, time: 0.995, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9021, loss_cls: 1.0666, loss: 1.0666, grad_norm: 5.8145 2020-10-12 06:49:39,374 - mmaction - INFO - Epoch [23][1960/5010] lr: 7.500e-04, eta: 1 day, 15:23:52, time: 0.995, data_time: 0.006, memory: 10398, top1_acc: 0.7010, top5_acc: 0.8854, loss_cls: 1.1969, loss: 1.1969, grad_norm: 6.0222 2020-10-12 06:49:59,157 - mmaction - INFO - Epoch [23][1980/5010] lr: 7.500e-04, eta: 1 day, 15:23:30, time: 0.991, data_time: 0.007, memory: 10398, top1_acc: 0.7094, top5_acc: 0.8865, loss_cls: 1.1574, loss: 1.1574, grad_norm: 6.1132 2020-10-12 06:50:19,849 - mmaction - INFO - Epoch [23][2000/5010] lr: 7.500e-04, eta: 1 day, 15:23:10, time: 1.033, data_time: 0.004, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9052, loss_cls: 1.0430, loss: 1.0430, grad_norm: 5.8496 2020-10-12 06:50:39,346 - mmaction - INFO - Epoch [23][2020/5010] lr: 7.500e-04, eta: 1 day, 15:22:48, time: 0.976, data_time: 0.006, memory: 10398, top1_acc: 0.7260, top5_acc: 0.8875, loss_cls: 1.1237, loss: 1.1237, grad_norm: 6.0146 2020-10-12 06:50:59,133 - mmaction - INFO - Epoch [23][2040/5010] lr: 7.500e-04, eta: 1 day, 15:22:27, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.6875, top5_acc: 0.8833, loss_cls: 1.2205, loss: 1.2205, grad_norm: 6.2930 2020-10-12 06:51:18,756 - mmaction - INFO - Epoch [23][2060/5010] lr: 7.500e-04, eta: 1 day, 15:22:05, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.7031, top5_acc: 0.8896, loss_cls: 1.1665, loss: 1.1665, grad_norm: 5.9766 2020-10-12 06:51:38,493 - mmaction - INFO - Epoch [23][2080/5010] lr: 7.500e-04, eta: 1 day, 15:21:44, time: 0.985, data_time: 0.004, memory: 10398, top1_acc: 0.7135, top5_acc: 0.8813, loss_cls: 1.1469, loss: 1.1469, grad_norm: 5.9358 2020-10-12 06:51:58,587 - mmaction - INFO - Epoch [23][2100/5010] lr: 7.500e-04, eta: 1 day, 15:21:23, time: 1.006, data_time: 0.006, memory: 10398, top1_acc: 0.7156, top5_acc: 0.8917, loss_cls: 1.1148, loss: 1.1148, grad_norm: 6.0044 2020-10-12 06:52:18,926 - mmaction - INFO - Epoch [23][2120/5010] lr: 7.500e-04, eta: 1 day, 15:21:02, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.7479, top5_acc: 0.8958, loss_cls: 1.0279, loss: 1.0279, grad_norm: 5.5568 2020-10-12 06:52:39,169 - mmaction - INFO - Epoch [23][2140/5010] lr: 7.500e-04, eta: 1 day, 15:20:41, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.6958, top5_acc: 0.8833, loss_cls: 1.1928, loss: 1.1928, grad_norm: 6.2182 2020-10-12 06:52:58,662 - mmaction - INFO - Epoch [23][2160/5010] lr: 7.500e-04, eta: 1 day, 15:20:19, time: 0.978, data_time: 0.007, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9010, loss_cls: 1.0777, loss: 1.0777, grad_norm: 6.2086 2020-10-12 06:53:18,679 - mmaction - INFO - Epoch [23][2180/5010] lr: 7.500e-04, eta: 1 day, 15:19:58, time: 0.999, data_time: 0.005, memory: 10398, top1_acc: 0.7281, top5_acc: 0.8865, loss_cls: 1.1490, loss: 1.1490, grad_norm: 6.1603 2020-10-12 06:53:38,890 - mmaction - INFO - Epoch [23][2200/5010] lr: 7.500e-04, eta: 1 day, 15:19:37, time: 1.013, data_time: 0.006, memory: 10398, top1_acc: 0.7313, top5_acc: 0.9146, loss_cls: 1.0117, loss: 1.0117, grad_norm: 5.6623 2020-10-12 06:53:58,790 - mmaction - INFO - Epoch [23][2220/5010] lr: 7.500e-04, eta: 1 day, 15:19:16, time: 0.993, data_time: 0.004, memory: 10398, top1_acc: 0.7240, top5_acc: 0.8875, loss_cls: 1.1390, loss: 1.1390, grad_norm: 6.0228 2020-10-12 06:54:18,147 - mmaction - INFO - Epoch [23][2240/5010] lr: 7.500e-04, eta: 1 day, 15:18:54, time: 0.970, data_time: 0.005, memory: 10398, top1_acc: 0.7312, top5_acc: 0.8896, loss_cls: 1.1046, loss: 1.1046, grad_norm: 5.8165 2020-10-12 06:54:38,104 - mmaction - INFO - Epoch [23][2260/5010] lr: 7.500e-04, eta: 1 day, 15:18:33, time: 0.995, data_time: 0.005, memory: 10398, top1_acc: 0.7229, top5_acc: 0.9083, loss_cls: 1.0754, loss: 1.0754, grad_norm: 5.8349 2020-10-12 06:54:57,771 - mmaction - INFO - Epoch [23][2280/5010] lr: 7.500e-04, eta: 1 day, 15:18:12, time: 0.986, data_time: 0.006, memory: 10398, top1_acc: 0.7229, top5_acc: 0.9021, loss_cls: 1.0703, loss: 1.0703, grad_norm: 5.9210 2020-10-12 06:55:17,719 - mmaction - INFO - Epoch [23][2300/5010] lr: 7.500e-04, eta: 1 day, 15:17:50, time: 0.996, data_time: 0.004, memory: 10398, top1_acc: 0.7156, top5_acc: 0.8896, loss_cls: 1.1248, loss: 1.1248, grad_norm: 6.0852 2020-10-12 06:55:36,952 - mmaction - INFO - Epoch [23][2320/5010] lr: 7.500e-04, eta: 1 day, 15:17:28, time: 0.963, data_time: 0.003, memory: 10398, top1_acc: 0.7177, top5_acc: 0.8938, loss_cls: 1.1053, loss: 1.1053, grad_norm: 5.7914 2020-10-12 06:55:57,209 - mmaction - INFO - Epoch [23][2340/5010] lr: 7.500e-04, eta: 1 day, 15:17:07, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.7062, top5_acc: 0.8771, loss_cls: 1.2473, loss: 1.2473, grad_norm: 6.2765 2020-10-12 06:56:16,733 - mmaction - INFO - Epoch [23][2360/5010] lr: 7.500e-04, eta: 1 day, 15:16:46, time: 0.980, data_time: 0.008, memory: 10398, top1_acc: 0.7146, top5_acc: 0.8969, loss_cls: 1.0978, loss: 1.0978, grad_norm: 5.9623 2020-10-12 06:56:37,366 - mmaction - INFO - Epoch [23][2380/5010] lr: 7.500e-04, eta: 1 day, 15:16:25, time: 1.031, data_time: 0.004, memory: 10398, top1_acc: 0.6927, top5_acc: 0.8760, loss_cls: 1.2236, loss: 1.2236, grad_norm: 6.0439 2020-10-12 06:56:56,938 - mmaction - INFO - Epoch [23][2400/5010] lr: 7.500e-04, eta: 1 day, 15:16:04, time: 0.980, data_time: 0.005, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9083, loss_cls: 1.0180, loss: 1.0180, grad_norm: 5.6978 2020-10-12 06:57:16,521 - mmaction - INFO - Epoch [23][2420/5010] lr: 7.500e-04, eta: 1 day, 15:15:42, time: 0.976, data_time: 0.005, memory: 10398, top1_acc: 0.7188, top5_acc: 0.8760, loss_cls: 1.2004, loss: 1.2004, grad_norm: 6.0187 2020-10-12 06:57:36,510 - mmaction - INFO - Epoch [23][2440/5010] lr: 7.500e-04, eta: 1 day, 15:15:21, time: 1.002, data_time: 0.007, memory: 10398, top1_acc: 0.7125, top5_acc: 0.8979, loss_cls: 1.1049, loss: 1.1049, grad_norm: 5.9292 2020-10-12 06:57:56,694 - mmaction - INFO - Epoch [23][2460/5010] lr: 7.500e-04, eta: 1 day, 15:15:00, time: 1.007, data_time: 0.004, memory: 10398, top1_acc: 0.6917, top5_acc: 0.8906, loss_cls: 1.1776, loss: 1.1776, grad_norm: 6.0524 2020-10-12 06:58:16,519 - mmaction - INFO - Epoch [23][2480/5010] lr: 7.500e-04, eta: 1 day, 15:14:39, time: 0.994, data_time: 0.007, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9063, loss_cls: 1.0695, loss: 1.0695, grad_norm: 5.9882 2020-10-12 06:58:36,287 - mmaction - INFO - Epoch [23][2500/5010] lr: 7.500e-04, eta: 1 day, 15:14:17, time: 0.986, data_time: 0.004, memory: 10398, top1_acc: 0.6990, top5_acc: 0.8917, loss_cls: 1.1158, loss: 1.1158, grad_norm: 6.0602 2020-10-12 06:58:56,216 - mmaction - INFO - Epoch [23][2520/5010] lr: 7.500e-04, eta: 1 day, 15:13:56, time: 0.998, data_time: 0.005, memory: 10398, top1_acc: 0.7135, top5_acc: 0.9052, loss_cls: 1.0995, loss: 1.0995, grad_norm: 6.0231 2020-10-12 06:59:16,416 - mmaction - INFO - Epoch [23][2540/5010] lr: 7.500e-04, eta: 1 day, 15:13:35, time: 1.007, data_time: 0.004, memory: 10398, top1_acc: 0.7229, top5_acc: 0.8958, loss_cls: 1.1095, loss: 1.1095, grad_norm: 5.9671 2020-10-12 06:59:35,879 - mmaction - INFO - Epoch [23][2560/5010] lr: 7.500e-04, eta: 1 day, 15:13:14, time: 0.976, data_time: 0.007, memory: 10398, top1_acc: 0.7063, top5_acc: 0.8990, loss_cls: 1.1327, loss: 1.1327, grad_norm: 6.2263 2020-10-12 06:59:56,375 - mmaction - INFO - Epoch [23][2580/5010] lr: 7.500e-04, eta: 1 day, 15:12:53, time: 1.023, data_time: 0.005, memory: 10398, top1_acc: 0.7240, top5_acc: 0.9042, loss_cls: 1.0657, loss: 1.0657, grad_norm: 5.7959 2020-10-12 07:00:20,229 - mmaction - INFO - Epoch [23][2600/5010] lr: 7.500e-04, eta: 1 day, 15:12:36, time: 1.183, data_time: 0.008, memory: 10398, top1_acc: 0.7115, top5_acc: 0.8896, loss_cls: 1.1620, loss: 1.1620, grad_norm: 6.0907 2020-10-12 07:00:39,388 - mmaction - INFO - Epoch [23][2620/5010] lr: 7.500e-04, eta: 1 day, 15:12:14, time: 0.966, data_time: 0.047, memory: 10398, top1_acc: 0.6948, top5_acc: 0.8854, loss_cls: 1.1575, loss: 1.1575, grad_norm: 6.3107 2020-10-12 07:00:58,335 - mmaction - INFO - Epoch [23][2640/5010] lr: 7.500e-04, eta: 1 day, 15:11:52, time: 0.951, data_time: 0.007, memory: 10398, top1_acc: 0.7135, top5_acc: 0.8823, loss_cls: 1.2130, loss: 1.2130, grad_norm: 6.4465 2020-10-12 07:01:18,281 - mmaction - INFO - Epoch [23][2660/5010] lr: 7.500e-04, eta: 1 day, 15:11:31, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.7240, top5_acc: 0.8938, loss_cls: 1.1164, loss: 1.1164, grad_norm: 6.1348 2020-10-12 07:01:37,488 - mmaction - INFO - Epoch [23][2680/5010] lr: 7.500e-04, eta: 1 day, 15:11:09, time: 0.961, data_time: 0.004, memory: 10398, top1_acc: 0.7146, top5_acc: 0.8990, loss_cls: 1.1261, loss: 1.1261, grad_norm: 6.1679 2020-10-12 07:01:57,592 - mmaction - INFO - Epoch [23][2700/5010] lr: 7.500e-04, eta: 1 day, 15:10:48, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.7177, top5_acc: 0.8937, loss_cls: 1.1109, loss: 1.1109, grad_norm: 5.8439 2020-10-12 07:02:18,923 - mmaction - INFO - Epoch [23][2720/5010] lr: 7.500e-04, eta: 1 day, 15:10:28, time: 1.067, data_time: 0.002, memory: 10398, top1_acc: 0.7052, top5_acc: 0.9063, loss_cls: 1.0853, loss: 1.0853, grad_norm: 6.1825 2020-10-12 07:02:37,665 - mmaction - INFO - Epoch [23][2740/5010] lr: 7.500e-04, eta: 1 day, 15:10:06, time: 0.934, data_time: 0.004, memory: 10398, top1_acc: 0.7000, top5_acc: 0.8896, loss_cls: 1.1566, loss: 1.1566, grad_norm: 6.1405 2020-10-12 07:02:57,755 - mmaction - INFO - Epoch [23][2760/5010] lr: 7.500e-04, eta: 1 day, 15:09:45, time: 1.007, data_time: 0.006, memory: 10398, top1_acc: 0.7323, top5_acc: 0.8938, loss_cls: 1.1252, loss: 1.1252, grad_norm: 6.0804 2020-10-12 07:03:17,858 - mmaction - INFO - Epoch [23][2780/5010] lr: 7.500e-04, eta: 1 day, 15:09:24, time: 1.005, data_time: 0.004, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9042, loss_cls: 1.0377, loss: 1.0377, grad_norm: 5.7959 2020-10-12 07:03:37,793 - mmaction - INFO - Epoch [23][2800/5010] lr: 7.500e-04, eta: 1 day, 15:09:02, time: 0.997, data_time: 0.004, memory: 10398, top1_acc: 0.7167, top5_acc: 0.9000, loss_cls: 1.1158, loss: 1.1158, grad_norm: 6.2167 2020-10-12 07:03:57,579 - mmaction - INFO - Epoch [23][2820/5010] lr: 7.500e-04, eta: 1 day, 15:08:41, time: 0.987, data_time: 0.005, memory: 10398, top1_acc: 0.7073, top5_acc: 0.8885, loss_cls: 1.1470, loss: 1.1470, grad_norm: 6.0852 2020-10-12 07:04:17,977 - mmaction - INFO - Epoch [23][2840/5010] lr: 7.500e-04, eta: 1 day, 15:08:20, time: 1.023, data_time: 0.007, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9229, loss_cls: 1.0328, loss: 1.0328, grad_norm: 5.9223 2020-10-12 07:04:38,708 - mmaction - INFO - Epoch [23][2860/5010] lr: 7.500e-04, eta: 1 day, 15:08:00, time: 1.033, data_time: 0.004, memory: 10398, top1_acc: 0.7083, top5_acc: 0.8958, loss_cls: 1.1410, loss: 1.1410, grad_norm: 6.2184 2020-10-12 07:04:57,977 - mmaction - INFO - Epoch [23][2880/5010] lr: 7.500e-04, eta: 1 day, 15:07:38, time: 0.967, data_time: 0.007, memory: 10398, top1_acc: 0.7125, top5_acc: 0.8854, loss_cls: 1.1375, loss: 1.1375, grad_norm: 6.1240 2020-10-12 07:05:18,054 - mmaction - INFO - Epoch [23][2900/5010] lr: 7.500e-04, eta: 1 day, 15:07:17, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.7250, top5_acc: 0.8906, loss_cls: 1.0798, loss: 1.0798, grad_norm: 5.8058 2020-10-12 07:05:37,108 - mmaction - INFO - Epoch [23][2920/5010] lr: 7.500e-04, eta: 1 day, 15:06:55, time: 0.954, data_time: 0.005, memory: 10398, top1_acc: 0.7125, top5_acc: 0.8823, loss_cls: 1.1509, loss: 1.1509, grad_norm: 5.9497 2020-10-12 07:05:57,419 - mmaction - INFO - Epoch [23][2940/5010] lr: 7.500e-04, eta: 1 day, 15:06:34, time: 1.012, data_time: 0.005, memory: 10398, top1_acc: 0.7083, top5_acc: 0.8885, loss_cls: 1.1888, loss: 1.1888, grad_norm: 6.1871 2020-10-12 07:06:17,845 - mmaction - INFO - Epoch [23][2960/5010] lr: 7.500e-04, eta: 1 day, 15:06:14, time: 1.024, data_time: 0.007, memory: 10398, top1_acc: 0.7260, top5_acc: 0.9031, loss_cls: 1.1302, loss: 1.1302, grad_norm: 6.0992 2020-10-12 07:06:37,975 - mmaction - INFO - Epoch [23][2980/5010] lr: 7.500e-04, eta: 1 day, 15:05:53, time: 1.004, data_time: 0.005, memory: 10398, top1_acc: 0.7125, top5_acc: 0.8958, loss_cls: 1.1362, loss: 1.1362, grad_norm: 6.0499 2020-10-12 07:06:58,855 - mmaction - INFO - Epoch [23][3000/5010] lr: 7.500e-04, eta: 1 day, 15:05:33, time: 1.046, data_time: 0.007, memory: 10398, top1_acc: 0.7104, top5_acc: 0.8906, loss_cls: 1.1367, loss: 1.1367, grad_norm: 6.1713 2020-10-12 07:07:17,877 - mmaction - INFO - Epoch [23][3020/5010] lr: 7.500e-04, eta: 1 day, 15:05:10, time: 0.949, data_time: 0.005, memory: 10398, top1_acc: 0.7094, top5_acc: 0.9010, loss_cls: 1.1281, loss: 1.1281, grad_norm: 5.8800 2020-10-12 07:07:37,692 - mmaction - INFO - Epoch [23][3040/5010] lr: 7.500e-04, eta: 1 day, 15:04:49, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9031, loss_cls: 1.0708, loss: 1.0708, grad_norm: 5.8793 2020-10-12 07:07:57,930 - mmaction - INFO - Epoch [23][3060/5010] lr: 7.500e-04, eta: 1 day, 15:04:28, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9010, loss_cls: 1.0916, loss: 1.0916, grad_norm: 5.8669 2020-10-12 07:08:18,276 - mmaction - INFO - Epoch [23][3080/5010] lr: 7.500e-04, eta: 1 day, 15:04:07, time: 1.020, data_time: 0.007, memory: 10398, top1_acc: 0.7219, top5_acc: 0.8833, loss_cls: 1.1374, loss: 1.1374, grad_norm: 5.9550 2020-10-12 07:08:38,136 - mmaction - INFO - Epoch [23][3100/5010] lr: 7.500e-04, eta: 1 day, 15:03:46, time: 0.990, data_time: 0.005, memory: 10398, top1_acc: 0.7042, top5_acc: 0.8802, loss_cls: 1.1864, loss: 1.1864, grad_norm: 6.2389 2020-10-12 07:08:57,396 - mmaction - INFO - Epoch [23][3120/5010] lr: 7.500e-04, eta: 1 day, 15:03:24, time: 0.967, data_time: 0.007, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9031, loss_cls: 1.0565, loss: 1.0565, grad_norm: 5.9135 2020-10-12 07:09:17,086 - mmaction - INFO - Epoch [23][3140/5010] lr: 7.500e-04, eta: 1 day, 15:03:03, time: 0.982, data_time: 0.005, memory: 10398, top1_acc: 0.7281, top5_acc: 0.8938, loss_cls: 1.0907, loss: 1.0907, grad_norm: 6.0971 2020-10-12 07:09:36,973 - mmaction - INFO - Epoch [23][3160/5010] lr: 7.500e-04, eta: 1 day, 15:02:41, time: 0.996, data_time: 0.007, memory: 10398, top1_acc: 0.7156, top5_acc: 0.8771, loss_cls: 1.1624, loss: 1.1624, grad_norm: 5.9465 2020-10-12 07:09:57,173 - mmaction - INFO - Epoch [23][3180/5010] lr: 7.500e-04, eta: 1 day, 15:02:21, time: 1.010, data_time: 0.005, memory: 10398, top1_acc: 0.7188, top5_acc: 0.8990, loss_cls: 1.0818, loss: 1.0818, grad_norm: 5.9956 2020-10-12 07:10:16,690 - mmaction - INFO - Epoch [23][3200/5010] lr: 7.500e-04, eta: 1 day, 15:01:59, time: 0.974, data_time: 0.007, memory: 10398, top1_acc: 0.6938, top5_acc: 0.8771, loss_cls: 1.2166, loss: 1.2166, grad_norm: 6.1489 2020-10-12 07:10:35,698 - mmaction - INFO - Epoch [23][3220/5010] lr: 7.500e-04, eta: 1 day, 15:01:37, time: 0.952, data_time: 0.005, memory: 10398, top1_acc: 0.6990, top5_acc: 0.9021, loss_cls: 1.1546, loss: 1.1546, grad_norm: 5.9160 2020-10-12 07:10:55,624 - mmaction - INFO - Epoch [23][3240/5010] lr: 7.500e-04, eta: 1 day, 15:01:15, time: 0.996, data_time: 0.002, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9062, loss_cls: 1.0587, loss: 1.0587, grad_norm: 5.6997 2020-10-12 07:11:14,989 - mmaction - INFO - Epoch [23][3260/5010] lr: 7.500e-04, eta: 1 day, 15:00:53, time: 0.968, data_time: 0.004, memory: 10398, top1_acc: 0.7208, top5_acc: 0.8979, loss_cls: 1.1068, loss: 1.1068, grad_norm: 6.0734 2020-10-12 07:11:34,217 - mmaction - INFO - Epoch [23][3280/5010] lr: 7.500e-04, eta: 1 day, 15:00:31, time: 0.962, data_time: 0.003, memory: 10398, top1_acc: 0.7177, top5_acc: 0.8917, loss_cls: 1.1046, loss: 1.1046, grad_norm: 5.7201 2020-10-12 07:11:54,242 - mmaction - INFO - Epoch [23][3300/5010] lr: 7.500e-04, eta: 1 day, 15:00:10, time: 1.001, data_time: 0.002, memory: 10398, top1_acc: 0.7052, top5_acc: 0.8948, loss_cls: 1.1567, loss: 1.1567, grad_norm: 5.9934 2020-10-12 07:12:14,237 - mmaction - INFO - Epoch [23][3320/5010] lr: 7.500e-04, eta: 1 day, 14:59:49, time: 0.999, data_time: 0.002, memory: 10398, top1_acc: 0.7125, top5_acc: 0.9073, loss_cls: 1.1316, loss: 1.1316, grad_norm: 5.9597 2020-10-12 07:12:34,397 - mmaction - INFO - Epoch [23][3340/5010] lr: 7.500e-04, eta: 1 day, 14:59:28, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.7042, top5_acc: 0.8958, loss_cls: 1.1449, loss: 1.1449, grad_norm: 6.3153 2020-10-12 07:12:53,218 - mmaction - INFO - Epoch [23][3360/5010] lr: 7.500e-04, eta: 1 day, 14:59:06, time: 0.941, data_time: 0.002, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9010, loss_cls: 1.0517, loss: 1.0517, grad_norm: 5.8892 2020-10-12 07:13:12,565 - mmaction - INFO - Epoch [23][3380/5010] lr: 7.500e-04, eta: 1 day, 14:58:44, time: 0.968, data_time: 0.005, memory: 10398, top1_acc: 0.7073, top5_acc: 0.8917, loss_cls: 1.1402, loss: 1.1402, grad_norm: 6.0424 2020-10-12 07:13:32,690 - mmaction - INFO - Epoch [23][3400/5010] lr: 7.500e-04, eta: 1 day, 14:58:23, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8781, loss_cls: 1.1952, loss: 1.1952, grad_norm: 6.1105 2020-10-12 07:13:52,627 - mmaction - INFO - Epoch [23][3420/5010] lr: 7.500e-04, eta: 1 day, 14:58:02, time: 0.998, data_time: 0.007, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9083, loss_cls: 1.0846, loss: 1.0846, grad_norm: 5.9697 2020-10-12 07:14:11,745 - mmaction - INFO - Epoch [23][3440/5010] lr: 7.500e-04, eta: 1 day, 14:57:40, time: 0.954, data_time: 0.006, memory: 10398, top1_acc: 0.6979, top5_acc: 0.9000, loss_cls: 1.1861, loss: 1.1861, grad_norm: 6.2331 2020-10-12 07:14:31,556 - mmaction - INFO - Epoch [23][3460/5010] lr: 7.500e-04, eta: 1 day, 14:57:18, time: 0.994, data_time: 0.007, memory: 10398, top1_acc: 0.7198, top5_acc: 0.8813, loss_cls: 1.1772, loss: 1.1772, grad_norm: 6.2206 2020-10-12 07:14:51,828 - mmaction - INFO - Epoch [23][3480/5010] lr: 7.500e-04, eta: 1 day, 14:56:57, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.7146, top5_acc: 0.8781, loss_cls: 1.2149, loss: 1.2149, grad_norm: 6.1609 2020-10-12 07:15:11,362 - mmaction - INFO - Epoch [23][3500/5010] lr: 7.500e-04, eta: 1 day, 14:56:36, time: 0.977, data_time: 0.005, memory: 10398, top1_acc: 0.7094, top5_acc: 0.8906, loss_cls: 1.1348, loss: 1.1348, grad_norm: 6.1003 2020-10-12 07:15:30,852 - mmaction - INFO - Epoch [23][3520/5010] lr: 7.500e-04, eta: 1 day, 14:56:14, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9104, loss_cls: 1.0523, loss: 1.0523, grad_norm: 5.9780 2020-10-12 07:15:50,076 - mmaction - INFO - Epoch [23][3540/5010] lr: 7.500e-04, eta: 1 day, 14:55:52, time: 0.961, data_time: 0.002, memory: 10398, top1_acc: 0.6875, top5_acc: 0.8771, loss_cls: 1.1695, loss: 1.1695, grad_norm: 6.0287 2020-10-12 07:16:10,163 - mmaction - INFO - Epoch [23][3560/5010] lr: 7.500e-04, eta: 1 day, 14:55:31, time: 1.001, data_time: 0.005, memory: 10398, top1_acc: 0.7313, top5_acc: 0.9052, loss_cls: 1.0512, loss: 1.0512, grad_norm: 5.7837 2020-10-12 07:16:29,561 - mmaction - INFO - Epoch [23][3580/5010] lr: 7.500e-04, eta: 1 day, 14:55:09, time: 0.974, data_time: 0.007, memory: 10398, top1_acc: 0.7323, top5_acc: 0.8979, loss_cls: 1.1186, loss: 1.1186, grad_norm: 6.1871 2020-10-12 07:16:49,155 - mmaction - INFO - Epoch [23][3600/5010] lr: 7.500e-04, eta: 1 day, 14:54:48, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.6927, top5_acc: 0.8927, loss_cls: 1.1703, loss: 1.1703, grad_norm: 6.1550 2020-10-12 07:17:08,863 - mmaction - INFO - Epoch [23][3620/5010] lr: 7.500e-04, eta: 1 day, 14:54:26, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.7010, top5_acc: 0.8854, loss_cls: 1.1675, loss: 1.1675, grad_norm: 6.1597 2020-10-12 07:17:28,316 - mmaction - INFO - Epoch [23][3640/5010] lr: 7.500e-04, eta: 1 day, 14:54:04, time: 0.975, data_time: 0.007, memory: 10398, top1_acc: 0.7146, top5_acc: 0.8906, loss_cls: 1.1048, loss: 1.1048, grad_norm: 5.9084 2020-10-12 07:17:48,037 - mmaction - INFO - Epoch [23][3660/5010] lr: 7.500e-04, eta: 1 day, 14:53:43, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.7219, top5_acc: 0.9021, loss_cls: 1.0781, loss: 1.0781, grad_norm: 5.7968 2020-10-12 07:18:07,297 - mmaction - INFO - Epoch [23][3680/5010] lr: 7.500e-04, eta: 1 day, 14:53:21, time: 0.962, data_time: 0.005, memory: 10398, top1_acc: 0.7115, top5_acc: 0.8969, loss_cls: 1.1713, loss: 1.1713, grad_norm: 6.2074 2020-10-12 07:18:26,703 - mmaction - INFO - Epoch [23][3700/5010] lr: 7.500e-04, eta: 1 day, 14:52:59, time: 0.972, data_time: 0.005, memory: 10398, top1_acc: 0.7073, top5_acc: 0.8958, loss_cls: 1.1238, loss: 1.1238, grad_norm: 6.1120 2020-10-12 07:18:45,925 - mmaction - INFO - Epoch [23][3720/5010] lr: 7.500e-04, eta: 1 day, 14:52:37, time: 0.961, data_time: 0.002, memory: 10398, top1_acc: 0.6979, top5_acc: 0.8844, loss_cls: 1.2025, loss: 1.2025, grad_norm: 6.2005 2020-10-12 07:19:05,221 - mmaction - INFO - Epoch [23][3740/5010] lr: 7.500e-04, eta: 1 day, 14:52:15, time: 0.961, data_time: 0.005, memory: 10398, top1_acc: 0.6906, top5_acc: 0.8802, loss_cls: 1.2206, loss: 1.2206, grad_norm: 6.0385 2020-10-12 07:19:24,371 - mmaction - INFO - Epoch [23][3760/5010] lr: 7.500e-04, eta: 1 day, 14:51:53, time: 0.960, data_time: 0.007, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9010, loss_cls: 1.0853, loss: 1.0853, grad_norm: 5.9059 2020-10-12 07:19:43,829 - mmaction - INFO - Epoch [23][3780/5010] lr: 7.500e-04, eta: 1 day, 14:51:31, time: 0.973, data_time: 0.002, memory: 10398, top1_acc: 0.7115, top5_acc: 0.8875, loss_cls: 1.1433, loss: 1.1433, grad_norm: 5.9423 2020-10-12 07:20:02,991 - mmaction - INFO - Epoch [23][3800/5010] lr: 7.500e-04, eta: 1 day, 14:51:09, time: 0.958, data_time: 0.005, memory: 10398, top1_acc: 0.7073, top5_acc: 0.8906, loss_cls: 1.1842, loss: 1.1842, grad_norm: 6.1314 2020-10-12 07:20:22,427 - mmaction - INFO - Epoch [23][3820/5010] lr: 7.500e-04, eta: 1 day, 14:50:48, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.7271, top5_acc: 0.8885, loss_cls: 1.1150, loss: 1.1150, grad_norm: 5.6714 2020-10-12 07:20:41,966 - mmaction - INFO - Epoch [23][3840/5010] lr: 7.500e-04, eta: 1 day, 14:50:26, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.7104, top5_acc: 0.8938, loss_cls: 1.1897, loss: 1.1897, grad_norm: 6.1859 2020-10-12 07:21:01,348 - mmaction - INFO - Epoch [23][3860/5010] lr: 7.500e-04, eta: 1 day, 14:50:04, time: 0.966, data_time: 0.004, memory: 10398, top1_acc: 0.7146, top5_acc: 0.8865, loss_cls: 1.2016, loss: 1.2016, grad_norm: 6.0924 2020-10-12 07:21:21,716 - mmaction - INFO - Epoch [23][3880/5010] lr: 7.500e-04, eta: 1 day, 14:49:43, time: 1.021, data_time: 0.006, memory: 10398, top1_acc: 0.7312, top5_acc: 0.8917, loss_cls: 1.0932, loss: 1.0932, grad_norm: 5.7436 2020-10-12 07:21:40,559 - mmaction - INFO - Epoch [23][3900/5010] lr: 7.500e-04, eta: 1 day, 14:49:21, time: 0.942, data_time: 0.002, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9010, loss_cls: 1.0887, loss: 1.0887, grad_norm: 5.9000 2020-10-12 07:22:00,323 - mmaction - INFO - Epoch [23][3920/5010] lr: 7.500e-04, eta: 1 day, 14:49:00, time: 0.986, data_time: 0.005, memory: 10398, top1_acc: 0.7219, top5_acc: 0.8906, loss_cls: 1.1097, loss: 1.1097, grad_norm: 5.8154 2020-10-12 07:22:19,877 - mmaction - INFO - Epoch [23][3940/5010] lr: 7.500e-04, eta: 1 day, 14:48:38, time: 0.980, data_time: 0.005, memory: 10398, top1_acc: 0.7188, top5_acc: 0.8906, loss_cls: 1.1282, loss: 1.1282, grad_norm: 6.0975 2020-10-12 07:22:39,463 - mmaction - INFO - Epoch [23][3960/5010] lr: 7.500e-04, eta: 1 day, 14:48:16, time: 0.978, data_time: 0.006, memory: 10398, top1_acc: 0.7052, top5_acc: 0.8896, loss_cls: 1.1356, loss: 1.1356, grad_norm: 5.9894 2020-10-12 07:22:59,517 - mmaction - INFO - Epoch [23][3980/5010] lr: 7.500e-04, eta: 1 day, 14:47:55, time: 1.004, data_time: 0.003, memory: 10398, top1_acc: 0.7073, top5_acc: 0.8896, loss_cls: 1.1422, loss: 1.1422, grad_norm: 6.1491 2020-10-12 07:23:18,519 - mmaction - INFO - Epoch [23][4000/5010] lr: 7.500e-04, eta: 1 day, 14:47:33, time: 0.950, data_time: 0.002, memory: 10398, top1_acc: 0.7208, top5_acc: 0.9063, loss_cls: 1.0913, loss: 1.0913, grad_norm: 6.0654 2020-10-12 07:23:37,683 - mmaction - INFO - Epoch [23][4020/5010] lr: 7.500e-04, eta: 1 day, 14:47:11, time: 0.959, data_time: 0.005, memory: 10398, top1_acc: 0.7229, top5_acc: 0.8885, loss_cls: 1.1666, loss: 1.1666, grad_norm: 5.8945 2020-10-12 07:23:56,731 - mmaction - INFO - Epoch [23][4040/5010] lr: 7.500e-04, eta: 1 day, 14:46:49, time: 0.950, data_time: 0.006, memory: 10398, top1_acc: 0.7031, top5_acc: 0.8990, loss_cls: 1.1007, loss: 1.1007, grad_norm: 6.0104 2020-10-12 07:24:15,850 - mmaction - INFO - Epoch [23][4060/5010] lr: 7.500e-04, eta: 1 day, 14:46:27, time: 0.958, data_time: 0.008, memory: 10398, top1_acc: 0.6979, top5_acc: 0.8823, loss_cls: 1.1803, loss: 1.1803, grad_norm: 6.2039 2020-10-12 07:24:35,274 - mmaction - INFO - Epoch [23][4080/5010] lr: 7.500e-04, eta: 1 day, 14:46:05, time: 0.972, data_time: 0.005, memory: 10398, top1_acc: 0.7062, top5_acc: 0.8844, loss_cls: 1.1067, loss: 1.1067, grad_norm: 5.9779 2020-10-12 07:24:55,076 - mmaction - INFO - Epoch [23][4100/5010] lr: 7.500e-04, eta: 1 day, 14:45:44, time: 0.991, data_time: 0.002, memory: 10398, top1_acc: 0.6885, top5_acc: 0.8948, loss_cls: 1.1638, loss: 1.1638, grad_norm: 6.0183 2020-10-12 07:25:14,517 - mmaction - INFO - Epoch [23][4120/5010] lr: 7.500e-04, eta: 1 day, 14:45:22, time: 0.971, data_time: 0.005, memory: 10398, top1_acc: 0.7292, top5_acc: 0.8896, loss_cls: 1.1035, loss: 1.1035, grad_norm: 6.0065 2020-10-12 07:25:33,831 - mmaction - INFO - Epoch [23][4140/5010] lr: 7.500e-04, eta: 1 day, 14:45:00, time: 0.967, data_time: 0.004, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8979, loss_cls: 1.1077, loss: 1.1077, grad_norm: 6.2118 2020-10-12 07:25:53,379 - mmaction - INFO - Epoch [23][4160/5010] lr: 7.500e-04, eta: 1 day, 14:44:38, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.7219, top5_acc: 0.9104, loss_cls: 1.0362, loss: 1.0362, grad_norm: 5.9623 2020-10-12 07:26:13,034 - mmaction - INFO - Epoch [23][4180/5010] lr: 7.500e-04, eta: 1 day, 14:44:17, time: 0.980, data_time: 0.005, memory: 10398, top1_acc: 0.7333, top5_acc: 0.8958, loss_cls: 1.1479, loss: 1.1479, grad_norm: 5.9957 2020-10-12 07:26:32,057 - mmaction - INFO - Epoch [23][4200/5010] lr: 7.500e-04, eta: 1 day, 14:43:55, time: 0.953, data_time: 0.006, memory: 10398, top1_acc: 0.7146, top5_acc: 0.8958, loss_cls: 1.1252, loss: 1.1252, grad_norm: 6.1664 2020-10-12 07:26:51,764 - mmaction - INFO - Epoch [23][4220/5010] lr: 7.500e-04, eta: 1 day, 14:43:33, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.7010, top5_acc: 0.8917, loss_cls: 1.1479, loss: 1.1479, grad_norm: 6.1862 2020-10-12 07:27:11,619 - mmaction - INFO - Epoch [23][4240/5010] lr: 7.500e-04, eta: 1 day, 14:43:12, time: 0.991, data_time: 0.005, memory: 10398, top1_acc: 0.6917, top5_acc: 0.8896, loss_cls: 1.1450, loss: 1.1450, grad_norm: 5.9971 2020-10-12 07:27:31,622 - mmaction - INFO - Epoch [23][4260/5010] lr: 7.500e-04, eta: 1 day, 14:42:51, time: 1.002, data_time: 0.006, memory: 10398, top1_acc: 0.7323, top5_acc: 0.8917, loss_cls: 1.0909, loss: 1.0909, grad_norm: 5.8013 2020-10-12 07:27:51,445 - mmaction - INFO - Epoch [23][4280/5010] lr: 7.500e-04, eta: 1 day, 14:42:30, time: 0.991, data_time: 0.002, memory: 10398, top1_acc: 0.7125, top5_acc: 0.8958, loss_cls: 1.1028, loss: 1.1028, grad_norm: 5.9301 2020-10-12 07:28:10,542 - mmaction - INFO - Epoch [23][4300/5010] lr: 7.500e-04, eta: 1 day, 14:42:07, time: 0.953, data_time: 0.005, memory: 10398, top1_acc: 0.7083, top5_acc: 0.9042, loss_cls: 1.1164, loss: 1.1164, grad_norm: 6.1727 2020-10-12 07:28:29,719 - mmaction - INFO - Epoch [23][4320/5010] lr: 7.500e-04, eta: 1 day, 14:41:45, time: 0.959, data_time: 0.005, memory: 10398, top1_acc: 0.7313, top5_acc: 0.8990, loss_cls: 1.0642, loss: 1.0642, grad_norm: 5.9792 2020-10-12 07:28:49,803 - mmaction - INFO - Epoch [23][4340/5010] lr: 7.500e-04, eta: 1 day, 14:41:24, time: 1.005, data_time: 0.003, memory: 10398, top1_acc: 0.7323, top5_acc: 0.8906, loss_cls: 1.1016, loss: 1.1016, grad_norm: 6.2930 2020-10-12 07:29:09,501 - mmaction - INFO - Epoch [23][4360/5010] lr: 7.500e-04, eta: 1 day, 14:41:03, time: 0.983, data_time: 0.004, memory: 10398, top1_acc: 0.7313, top5_acc: 0.8927, loss_cls: 1.0995, loss: 1.0995, grad_norm: 5.9463 2020-10-12 07:29:29,097 - mmaction - INFO - Epoch [23][4380/5010] lr: 7.500e-04, eta: 1 day, 14:40:41, time: 0.981, data_time: 0.006, memory: 10398, top1_acc: 0.7104, top5_acc: 0.8781, loss_cls: 1.1773, loss: 1.1773, grad_norm: 6.1181 2020-10-12 07:29:48,597 - mmaction - INFO - Epoch [23][4400/5010] lr: 7.500e-04, eta: 1 day, 14:40:20, time: 0.975, data_time: 0.003, memory: 10398, top1_acc: 0.7177, top5_acc: 0.9031, loss_cls: 1.0873, loss: 1.0873, grad_norm: 5.9022 2020-10-12 07:30:07,713 - mmaction - INFO - Epoch [23][4420/5010] lr: 7.500e-04, eta: 1 day, 14:39:58, time: 0.956, data_time: 0.005, memory: 10398, top1_acc: 0.7260, top5_acc: 0.8927, loss_cls: 1.1620, loss: 1.1620, grad_norm: 6.2305 2020-10-12 07:30:27,157 - mmaction - INFO - Epoch [23][4440/5010] lr: 7.500e-04, eta: 1 day, 14:39:36, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.7135, top5_acc: 0.8927, loss_cls: 1.1438, loss: 1.1438, grad_norm: 6.1228 2020-10-12 07:30:47,025 - mmaction - INFO - Epoch [23][4460/5010] lr: 7.500e-04, eta: 1 day, 14:39:15, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.7365, top5_acc: 0.8969, loss_cls: 1.0880, loss: 1.0880, grad_norm: 6.0288 2020-10-12 07:31:06,052 - mmaction - INFO - Epoch [23][4480/5010] lr: 7.500e-04, eta: 1 day, 14:38:52, time: 0.948, data_time: 0.004, memory: 10398, top1_acc: 0.7198, top5_acc: 0.8948, loss_cls: 1.0882, loss: 1.0882, grad_norm: 6.2069 2020-10-12 07:31:25,396 - mmaction - INFO - Epoch [23][4500/5010] lr: 7.500e-04, eta: 1 day, 14:38:31, time: 0.971, data_time: 0.007, memory: 10398, top1_acc: 0.7010, top5_acc: 0.8812, loss_cls: 1.1512, loss: 1.1512, grad_norm: 6.1142 2020-10-12 07:31:44,686 - mmaction - INFO - Epoch [23][4520/5010] lr: 7.500e-04, eta: 1 day, 14:38:09, time: 0.964, data_time: 0.002, memory: 10398, top1_acc: 0.7177, top5_acc: 0.8948, loss_cls: 1.0987, loss: 1.0987, grad_norm: 6.0440 2020-10-12 07:32:04,054 - mmaction - INFO - Epoch [23][4540/5010] lr: 7.500e-04, eta: 1 day, 14:37:47, time: 0.969, data_time: 0.003, memory: 10398, top1_acc: 0.7323, top5_acc: 0.8990, loss_cls: 1.0943, loss: 1.0943, grad_norm: 6.0932 2020-10-12 07:32:23,597 - mmaction - INFO - Epoch [23][4560/5010] lr: 7.500e-04, eta: 1 day, 14:37:25, time: 0.976, data_time: 0.007, memory: 10398, top1_acc: 0.7146, top5_acc: 0.8906, loss_cls: 1.1583, loss: 1.1583, grad_norm: 6.0323 2020-10-12 07:32:42,572 - mmaction - INFO - Epoch [23][4580/5010] lr: 7.500e-04, eta: 1 day, 14:37:03, time: 0.949, data_time: 0.003, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9042, loss_cls: 1.0609, loss: 1.0609, grad_norm: 6.0093 2020-10-12 07:33:02,695 - mmaction - INFO - Epoch [23][4600/5010] lr: 7.500e-04, eta: 1 day, 14:36:42, time: 1.007, data_time: 0.005, memory: 10398, top1_acc: 0.7219, top5_acc: 0.9125, loss_cls: 1.0551, loss: 1.0551, grad_norm: 6.0792 2020-10-12 07:33:23,245 - mmaction - INFO - Epoch [23][4620/5010] lr: 7.500e-04, eta: 1 day, 14:36:22, time: 1.027, data_time: 0.002, memory: 10398, top1_acc: 0.7125, top5_acc: 0.8833, loss_cls: 1.1840, loss: 1.1840, grad_norm: 6.2311 2020-10-12 07:33:42,285 - mmaction - INFO - Epoch [23][4640/5010] lr: 7.500e-04, eta: 1 day, 14:35:59, time: 0.952, data_time: 0.002, memory: 10398, top1_acc: 0.6927, top5_acc: 0.8781, loss_cls: 1.1990, loss: 1.1990, grad_norm: 6.3641 2020-10-12 07:34:01,269 - mmaction - INFO - Epoch [23][4660/5010] lr: 7.500e-04, eta: 1 day, 14:35:37, time: 0.947, data_time: 0.005, memory: 10398, top1_acc: 0.7271, top5_acc: 0.8979, loss_cls: 1.1108, loss: 1.1108, grad_norm: 6.1214 2020-10-12 07:34:20,438 - mmaction - INFO - Epoch [23][4680/5010] lr: 7.500e-04, eta: 1 day, 14:35:15, time: 0.960, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9167, loss_cls: 1.0163, loss: 1.0163, grad_norm: 5.7596 2020-10-12 07:34:39,739 - mmaction - INFO - Epoch [23][4700/5010] lr: 7.500e-04, eta: 1 day, 14:34:53, time: 0.963, data_time: 0.005, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9010, loss_cls: 1.0616, loss: 1.0616, grad_norm: 5.7547 2020-10-12 07:34:59,743 - mmaction - INFO - Epoch [23][4720/5010] lr: 7.500e-04, eta: 1 day, 14:34:32, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.7219, top5_acc: 0.8885, loss_cls: 1.1534, loss: 1.1534, grad_norm: 6.1192 2020-10-12 07:35:18,537 - mmaction - INFO - Epoch [23][4740/5010] lr: 7.500e-04, eta: 1 day, 14:34:10, time: 0.938, data_time: 0.004, memory: 10398, top1_acc: 0.7302, top5_acc: 0.8958, loss_cls: 1.1039, loss: 1.1039, grad_norm: 6.1011 2020-10-12 07:35:38,844 - mmaction - INFO - Epoch [23][4760/5010] lr: 7.500e-04, eta: 1 day, 14:33:49, time: 1.017, data_time: 0.005, memory: 10398, top1_acc: 0.7115, top5_acc: 0.8885, loss_cls: 1.1309, loss: 1.1309, grad_norm: 6.0131 2020-10-12 07:35:58,611 - mmaction - INFO - Epoch [23][4780/5010] lr: 7.500e-04, eta: 1 day, 14:33:28, time: 0.987, data_time: 0.005, memory: 10398, top1_acc: 0.7219, top5_acc: 0.8948, loss_cls: 1.1337, loss: 1.1337, grad_norm: 6.2493 2020-10-12 07:36:18,039 - mmaction - INFO - Epoch [23][4800/5010] lr: 7.500e-04, eta: 1 day, 14:33:06, time: 0.972, data_time: 0.005, memory: 10398, top1_acc: 0.7156, top5_acc: 0.8990, loss_cls: 1.1230, loss: 1.1230, grad_norm: 6.1172 2020-10-12 07:36:37,747 - mmaction - INFO - Epoch [23][4820/5010] lr: 7.500e-04, eta: 1 day, 14:32:44, time: 0.986, data_time: 0.005, memory: 10398, top1_acc: 0.7292, top5_acc: 0.8938, loss_cls: 1.1206, loss: 1.1206, grad_norm: 6.0271 2020-10-12 07:36:57,724 - mmaction - INFO - Epoch [23][4840/5010] lr: 7.500e-04, eta: 1 day, 14:32:23, time: 0.997, data_time: 0.007, memory: 10398, top1_acc: 0.7104, top5_acc: 0.9042, loss_cls: 1.1188, loss: 1.1188, grad_norm: 6.2496 2020-10-12 07:37:17,506 - mmaction - INFO - Epoch [23][4860/5010] lr: 7.500e-04, eta: 1 day, 14:32:02, time: 0.991, data_time: 0.008, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9177, loss_cls: 1.0373, loss: 1.0373, grad_norm: 5.8934 2020-10-12 07:37:36,428 - mmaction - INFO - Epoch [23][4880/5010] lr: 7.500e-04, eta: 1 day, 14:31:40, time: 0.945, data_time: 0.005, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9083, loss_cls: 1.0511, loss: 1.0511, grad_norm: 5.7271 2020-10-12 07:37:56,204 - mmaction - INFO - Epoch [23][4900/5010] lr: 7.500e-04, eta: 1 day, 14:31:18, time: 0.990, data_time: 0.005, memory: 10398, top1_acc: 0.7125, top5_acc: 0.9010, loss_cls: 1.1376, loss: 1.1376, grad_norm: 6.2309 2020-10-12 07:38:15,251 - mmaction - INFO - Epoch [23][4920/5010] lr: 7.500e-04, eta: 1 day, 14:30:56, time: 0.953, data_time: 0.005, memory: 10398, top1_acc: 0.7010, top5_acc: 0.8927, loss_cls: 1.1281, loss: 1.1281, grad_norm: 6.1972 2020-10-12 07:38:35,220 - mmaction - INFO - Epoch [23][4940/5010] lr: 7.500e-04, eta: 1 day, 14:30:35, time: 0.998, data_time: 0.005, memory: 10398, top1_acc: 0.7063, top5_acc: 0.8937, loss_cls: 1.1621, loss: 1.1621, grad_norm: 5.9880 2020-10-12 07:38:53,990 - mmaction - INFO - Epoch [23][4960/5010] lr: 7.500e-04, eta: 1 day, 14:30:13, time: 0.938, data_time: 0.002, memory: 10398, top1_acc: 0.7198, top5_acc: 0.8979, loss_cls: 1.1594, loss: 1.1594, grad_norm: 6.3784 2020-10-12 07:39:13,309 - mmaction - INFO - Epoch [23][4980/5010] lr: 7.500e-04, eta: 1 day, 14:29:51, time: 0.966, data_time: 0.005, memory: 10398, top1_acc: 0.7000, top5_acc: 0.8781, loss_cls: 1.1663, loss: 1.1663, grad_norm: 6.0377 2020-10-12 07:39:32,887 - mmaction - INFO - Epoch [23][5000/5010] lr: 7.500e-04, eta: 1 day, 14:29:29, time: 0.979, data_time: 0.006, memory: 10398, top1_acc: 0.7240, top5_acc: 0.8885, loss_cls: 1.1177, loss: 1.1177, grad_norm: 6.0363 2020-10-12 07:40:14,335 - mmaction - INFO - Epoch [24][20/5010] lr: 7.500e-04, eta: 1 day, 14:29:00, time: 1.602, data_time: 0.733, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9115, loss_cls: 1.0148, loss: 1.0148, grad_norm: 5.8242 2020-10-12 07:40:31,947 - mmaction - INFO - Epoch [24][40/5010] lr: 7.500e-04, eta: 1 day, 14:28:36, time: 0.882, data_time: 0.006, memory: 10398, top1_acc: 0.7333, top5_acc: 0.8917, loss_cls: 1.0833, loss: 1.0833, grad_norm: 5.8296 2020-10-12 07:40:51,241 - mmaction - INFO - Epoch [24][60/5010] lr: 7.500e-04, eta: 1 day, 14:28:14, time: 0.964, data_time: 0.002, memory: 10398, top1_acc: 0.7177, top5_acc: 0.8885, loss_cls: 1.1762, loss: 1.1762, grad_norm: 6.0264 2020-10-12 07:41:10,086 - mmaction - INFO - Epoch [24][80/5010] lr: 7.500e-04, eta: 1 day, 14:27:52, time: 0.943, data_time: 0.002, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9052, loss_cls: 1.0061, loss: 1.0061, grad_norm: 5.6828 2020-10-12 07:41:29,502 - mmaction - INFO - Epoch [24][100/5010] lr: 7.500e-04, eta: 1 day, 14:27:30, time: 0.971, data_time: 0.004, memory: 10398, top1_acc: 0.7167, top5_acc: 0.9021, loss_cls: 1.0775, loss: 1.0775, grad_norm: 6.0852 2020-10-12 07:41:50,175 - mmaction - INFO - Epoch [24][120/5010] lr: 7.500e-04, eta: 1 day, 14:27:10, time: 1.033, data_time: 0.002, memory: 10398, top1_acc: 0.7229, top5_acc: 0.8948, loss_cls: 1.0969, loss: 1.0969, grad_norm: 6.2345 2020-10-12 07:42:09,302 - mmaction - INFO - Epoch [24][140/5010] lr: 7.500e-04, eta: 1 day, 14:26:48, time: 0.958, data_time: 0.004, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9042, loss_cls: 1.0572, loss: 1.0572, grad_norm: 5.9030 2020-10-12 07:42:28,178 - mmaction - INFO - Epoch [24][160/5010] lr: 7.500e-04, eta: 1 day, 14:26:25, time: 0.944, data_time: 0.005, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9104, loss_cls: 1.0017, loss: 1.0017, grad_norm: 5.7262 2020-10-12 07:42:47,336 - mmaction - INFO - Epoch [24][180/5010] lr: 7.500e-04, eta: 1 day, 14:26:03, time: 0.958, data_time: 0.002, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9042, loss_cls: 1.0627, loss: 1.0627, grad_norm: 5.8549 2020-10-12 07:43:06,825 - mmaction - INFO - Epoch [24][200/5010] lr: 7.500e-04, eta: 1 day, 14:25:42, time: 0.974, data_time: 0.005, memory: 10398, top1_acc: 0.7229, top5_acc: 0.8979, loss_cls: 1.0531, loss: 1.0531, grad_norm: 6.0213 2020-10-12 07:43:26,664 - mmaction - INFO - Epoch [24][220/5010] lr: 7.500e-04, eta: 1 day, 14:25:20, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9021, loss_cls: 1.0238, loss: 1.0238, grad_norm: 5.8148 2020-10-12 07:43:46,047 - mmaction - INFO - Epoch [24][240/5010] lr: 7.500e-04, eta: 1 day, 14:24:59, time: 0.971, data_time: 0.003, memory: 10398, top1_acc: 0.7042, top5_acc: 0.8885, loss_cls: 1.1483, loss: 1.1483, grad_norm: 6.2342 2020-10-12 07:44:05,129 - mmaction - INFO - Epoch [24][260/5010] lr: 7.500e-04, eta: 1 day, 14:24:37, time: 0.952, data_time: 0.004, memory: 10398, top1_acc: 0.6958, top5_acc: 0.8917, loss_cls: 1.1872, loss: 1.1872, grad_norm: 6.3507 2020-10-12 07:44:24,588 - mmaction - INFO - Epoch [24][280/5010] lr: 7.500e-04, eta: 1 day, 14:24:15, time: 0.974, data_time: 0.005, memory: 10398, top1_acc: 0.7385, top5_acc: 0.8948, loss_cls: 1.0614, loss: 1.0614, grad_norm: 5.9926 2020-10-12 07:44:44,053 - mmaction - INFO - Epoch [24][300/5010] lr: 7.500e-04, eta: 1 day, 14:23:53, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.7177, top5_acc: 0.9115, loss_cls: 1.1157, loss: 1.1157, grad_norm: 6.3067 2020-10-12 07:45:04,068 - mmaction - INFO - Epoch [24][320/5010] lr: 7.500e-04, eta: 1 day, 14:23:32, time: 1.001, data_time: 0.005, memory: 10398, top1_acc: 0.7156, top5_acc: 0.9031, loss_cls: 1.0957, loss: 1.0957, grad_norm: 6.1720 2020-10-12 07:45:23,687 - mmaction - INFO - Epoch [24][340/5010] lr: 7.500e-04, eta: 1 day, 14:23:11, time: 0.981, data_time: 0.002, memory: 10398, top1_acc: 0.7354, top5_acc: 0.8979, loss_cls: 1.0567, loss: 1.0567, grad_norm: 5.8264 2020-10-12 07:45:42,809 - mmaction - INFO - Epoch [24][360/5010] lr: 7.500e-04, eta: 1 day, 14:22:49, time: 0.956, data_time: 0.003, memory: 10398, top1_acc: 0.7115, top5_acc: 0.9042, loss_cls: 1.0934, loss: 1.0934, grad_norm: 6.0644 2020-10-12 07:46:02,977 - mmaction - INFO - Epoch [24][380/5010] lr: 7.500e-04, eta: 1 day, 14:22:28, time: 1.006, data_time: 0.004, memory: 10398, top1_acc: 0.7219, top5_acc: 0.9010, loss_cls: 1.0789, loss: 1.0789, grad_norm: 5.7568 2020-10-12 07:46:22,452 - mmaction - INFO - Epoch [24][400/5010] lr: 7.500e-04, eta: 1 day, 14:22:06, time: 0.976, data_time: 0.006, memory: 10398, top1_acc: 0.7208, top5_acc: 0.8927, loss_cls: 1.1006, loss: 1.1006, grad_norm: 6.0021 2020-10-12 07:46:41,134 - mmaction - INFO - Epoch [24][420/5010] lr: 7.500e-04, eta: 1 day, 14:21:44, time: 0.934, data_time: 0.002, memory: 10398, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1560, loss: 1.1560, grad_norm: 5.9088 2020-10-12 07:47:00,988 - mmaction - INFO - Epoch [24][440/5010] lr: 7.500e-04, eta: 1 day, 14:21:22, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8865, loss_cls: 1.1293, loss: 1.1293, grad_norm: 5.9030 2020-10-12 07:47:20,234 - mmaction - INFO - Epoch [24][460/5010] lr: 7.500e-04, eta: 1 day, 14:21:00, time: 0.966, data_time: 0.007, memory: 10398, top1_acc: 0.7385, top5_acc: 0.8979, loss_cls: 1.0534, loss: 1.0534, grad_norm: 5.8087 2020-10-12 07:47:39,336 - mmaction - INFO - Epoch [24][480/5010] lr: 7.500e-04, eta: 1 day, 14:20:38, time: 0.953, data_time: 0.005, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9104, loss_cls: 1.0623, loss: 1.0623, grad_norm: 5.9138 2020-10-12 07:47:59,648 - mmaction - INFO - Epoch [24][500/5010] lr: 7.500e-04, eta: 1 day, 14:20:18, time: 1.018, data_time: 0.006, memory: 10398, top1_acc: 0.7208, top5_acc: 0.8938, loss_cls: 1.1355, loss: 1.1355, grad_norm: 5.8044 2020-10-12 07:48:18,398 - mmaction - INFO - Epoch [24][520/5010] lr: 7.500e-04, eta: 1 day, 14:19:55, time: 0.936, data_time: 0.005, memory: 10398, top1_acc: 0.7313, top5_acc: 0.8990, loss_cls: 1.0877, loss: 1.0877, grad_norm: 6.0494 2020-10-12 07:48:37,400 - mmaction - INFO - Epoch [24][540/5010] lr: 7.500e-04, eta: 1 day, 14:19:33, time: 0.952, data_time: 0.006, memory: 10398, top1_acc: 0.7229, top5_acc: 0.9052, loss_cls: 1.0987, loss: 1.0987, grad_norm: 6.1363 2020-10-12 07:48:57,031 - mmaction - INFO - Epoch [24][560/5010] lr: 7.500e-04, eta: 1 day, 14:19:11, time: 0.980, data_time: 0.004, memory: 10398, top1_acc: 0.6969, top5_acc: 0.8969, loss_cls: 1.1501, loss: 1.1501, grad_norm: 6.2089 2020-10-12 07:49:16,729 - mmaction - INFO - Epoch [24][580/5010] lr: 7.500e-04, eta: 1 day, 14:18:50, time: 0.987, data_time: 0.006, memory: 10398, top1_acc: 0.7083, top5_acc: 0.8865, loss_cls: 1.1715, loss: 1.1715, grad_norm: 6.1516 2020-10-12 07:49:35,462 - mmaction - INFO - Epoch [24][600/5010] lr: 7.500e-04, eta: 1 day, 14:18:27, time: 0.934, data_time: 0.005, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8990, loss_cls: 1.1118, loss: 1.1118, grad_norm: 6.0798 2020-10-12 07:49:54,462 - mmaction - INFO - Epoch [24][620/5010] lr: 7.500e-04, eta: 1 day, 14:18:05, time: 0.953, data_time: 0.006, memory: 10398, top1_acc: 0.7188, top5_acc: 0.9115, loss_cls: 1.0807, loss: 1.0807, grad_norm: 6.0746 2020-10-12 07:50:13,617 - mmaction - INFO - Epoch [24][640/5010] lr: 7.500e-04, eta: 1 day, 14:17:43, time: 0.952, data_time: 0.005, memory: 10398, top1_acc: 0.7219, top5_acc: 0.8885, loss_cls: 1.0992, loss: 1.0992, grad_norm: 6.2006 2020-10-12 07:50:32,691 - mmaction - INFO - Epoch [24][660/5010] lr: 7.500e-04, eta: 1 day, 14:17:21, time: 0.959, data_time: 0.009, memory: 10398, top1_acc: 0.7354, top5_acc: 0.8979, loss_cls: 1.0516, loss: 1.0516, grad_norm: 5.8363 2020-10-12 07:50:51,585 - mmaction - INFO - Epoch [24][680/5010] lr: 7.500e-04, eta: 1 day, 14:16:59, time: 0.945, data_time: 0.002, memory: 10398, top1_acc: 0.7250, top5_acc: 0.8927, loss_cls: 1.1237, loss: 1.1237, grad_norm: 5.9762 2020-10-12 07:51:11,138 - mmaction - INFO - Epoch [24][700/5010] lr: 7.500e-04, eta: 1 day, 14:16:37, time: 0.976, data_time: 0.004, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9031, loss_cls: 1.0263, loss: 1.0263, grad_norm: 5.7893 2020-10-12 07:51:31,017 - mmaction - INFO - Epoch [24][720/5010] lr: 7.500e-04, eta: 1 day, 14:16:16, time: 0.995, data_time: 0.007, memory: 10398, top1_acc: 0.7021, top5_acc: 0.9135, loss_cls: 1.0720, loss: 1.0720, grad_norm: 6.0908 2020-10-12 07:51:49,844 - mmaction - INFO - Epoch [24][740/5010] lr: 7.500e-04, eta: 1 day, 14:15:54, time: 0.942, data_time: 0.002, memory: 10398, top1_acc: 0.7208, top5_acc: 0.8885, loss_cls: 1.1069, loss: 1.1069, grad_norm: 6.1553 2020-10-12 07:52:09,594 - mmaction - INFO - Epoch [24][760/5010] lr: 7.500e-04, eta: 1 day, 14:15:32, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.7104, top5_acc: 0.8927, loss_cls: 1.1040, loss: 1.1040, grad_norm: 6.0354 2020-10-12 07:52:28,216 - mmaction - INFO - Epoch [24][780/5010] lr: 7.500e-04, eta: 1 day, 14:15:10, time: 0.929, data_time: 0.002, memory: 10398, top1_acc: 0.7063, top5_acc: 0.8854, loss_cls: 1.1527, loss: 1.1527, grad_norm: 6.2420 2020-10-12 07:52:47,710 - mmaction - INFO - Epoch [24][800/5010] lr: 7.500e-04, eta: 1 day, 14:14:48, time: 0.977, data_time: 0.005, memory: 10398, top1_acc: 0.7177, top5_acc: 0.8937, loss_cls: 1.1502, loss: 1.1502, grad_norm: 5.9695 2020-10-12 07:53:06,989 - mmaction - INFO - Epoch [24][820/5010] lr: 7.500e-04, eta: 1 day, 14:14:26, time: 0.964, data_time: 0.002, memory: 10398, top1_acc: 0.7146, top5_acc: 0.8958, loss_cls: 1.1361, loss: 1.1361, grad_norm: 6.1797 2020-10-12 07:53:26,404 - mmaction - INFO - Epoch [24][840/5010] lr: 7.500e-04, eta: 1 day, 14:14:05, time: 0.971, data_time: 0.002, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9146, loss_cls: 1.0122, loss: 1.0122, grad_norm: 5.8678 2020-10-12 07:53:45,196 - mmaction - INFO - Epoch [24][860/5010] lr: 7.500e-04, eta: 1 day, 14:13:42, time: 0.940, data_time: 0.002, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9146, loss_cls: 1.0274, loss: 1.0274, grad_norm: 5.8648 2020-10-12 07:54:04,588 - mmaction - INFO - Epoch [24][880/5010] lr: 7.500e-04, eta: 1 day, 14:13:20, time: 0.966, data_time: 0.004, memory: 10398, top1_acc: 0.7448, top5_acc: 0.8990, loss_cls: 1.0552, loss: 1.0552, grad_norm: 6.0140 2020-10-12 07:54:23,535 - mmaction - INFO - Epoch [24][900/5010] lr: 7.500e-04, eta: 1 day, 14:12:58, time: 0.950, data_time: 0.007, memory: 10398, top1_acc: 0.7104, top5_acc: 0.8927, loss_cls: 1.1368, loss: 1.1368, grad_norm: 6.5142 2020-10-12 07:54:42,894 - mmaction - INFO - Epoch [24][920/5010] lr: 7.500e-04, eta: 1 day, 14:12:36, time: 0.968, data_time: 0.002, memory: 10398, top1_acc: 0.7240, top5_acc: 0.8927, loss_cls: 1.1305, loss: 1.1305, grad_norm: 5.9834 2020-10-12 07:55:02,824 - mmaction - INFO - Epoch [24][940/5010] lr: 7.500e-04, eta: 1 day, 14:12:15, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.7146, top5_acc: 0.8906, loss_cls: 1.1247, loss: 1.1247, grad_norm: 5.9149 2020-10-12 07:55:21,855 - mmaction - INFO - Epoch [24][960/5010] lr: 7.500e-04, eta: 1 day, 14:11:53, time: 0.951, data_time: 0.003, memory: 10398, top1_acc: 0.7083, top5_acc: 0.8958, loss_cls: 1.1938, loss: 1.1938, grad_norm: 6.0342 2020-10-12 07:55:41,334 - mmaction - INFO - Epoch [24][980/5010] lr: 7.500e-04, eta: 1 day, 14:11:32, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.7302, top5_acc: 0.8917, loss_cls: 1.1042, loss: 1.1042, grad_norm: 6.2049 2020-10-12 07:56:00,258 - mmaction - INFO - Epoch [24][1000/5010] lr: 7.500e-04, eta: 1 day, 14:11:09, time: 0.944, data_time: 0.004, memory: 10398, top1_acc: 0.7042, top5_acc: 0.9073, loss_cls: 1.1036, loss: 1.1036, grad_norm: 6.1067 2020-10-12 07:56:19,406 - mmaction - INFO - Epoch [24][1020/5010] lr: 7.500e-04, eta: 1 day, 14:10:47, time: 0.958, data_time: 0.005, memory: 10398, top1_acc: 0.7125, top5_acc: 0.9010, loss_cls: 1.1068, loss: 1.1068, grad_norm: 6.0052 2020-10-12 07:56:38,592 - mmaction - INFO - Epoch [24][1040/5010] lr: 7.500e-04, eta: 1 day, 14:10:25, time: 0.959, data_time: 0.005, memory: 10398, top1_acc: 0.7188, top5_acc: 0.9115, loss_cls: 1.0541, loss: 1.0541, grad_norm: 6.0035 2020-10-12 07:56:57,702 - mmaction - INFO - Epoch [24][1060/5010] lr: 7.500e-04, eta: 1 day, 14:10:03, time: 0.957, data_time: 0.005, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8833, loss_cls: 1.1497, loss: 1.1497, grad_norm: 5.9553 2020-10-12 07:57:16,887 - mmaction - INFO - Epoch [24][1080/5010] lr: 7.500e-04, eta: 1 day, 14:09:41, time: 0.956, data_time: 0.004, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9042, loss_cls: 1.0709, loss: 1.0709, grad_norm: 5.7880 2020-10-12 07:57:36,521 - mmaction - INFO - Epoch [24][1100/5010] lr: 7.500e-04, eta: 1 day, 14:09:20, time: 0.985, data_time: 0.007, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9073, loss_cls: 1.0153, loss: 1.0153, grad_norm: 5.9561 2020-10-12 07:57:55,656 - mmaction - INFO - Epoch [24][1120/5010] lr: 7.500e-04, eta: 1 day, 14:08:58, time: 0.953, data_time: 0.005, memory: 10398, top1_acc: 0.7010, top5_acc: 0.8875, loss_cls: 1.1910, loss: 1.1910, grad_norm: 6.1984 2020-10-12 07:58:15,317 - mmaction - INFO - Epoch [24][1140/5010] lr: 7.500e-04, eta: 1 day, 14:08:36, time: 0.987, data_time: 0.007, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8833, loss_cls: 1.1431, loss: 1.1431, grad_norm: 5.8762 2020-10-12 07:58:34,415 - mmaction - INFO - Epoch [24][1160/5010] lr: 7.500e-04, eta: 1 day, 14:08:14, time: 0.954, data_time: 0.005, memory: 10398, top1_acc: 0.7083, top5_acc: 0.8844, loss_cls: 1.1898, loss: 1.1898, grad_norm: 6.3108 2020-10-12 07:58:54,634 - mmaction - INFO - Epoch [24][1180/5010] lr: 7.500e-04, eta: 1 day, 14:07:54, time: 1.012, data_time: 0.002, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9062, loss_cls: 1.0601, loss: 1.0601, grad_norm: 5.8505 2020-10-12 07:59:13,230 - mmaction - INFO - Epoch [24][1200/5010] lr: 7.500e-04, eta: 1 day, 14:07:31, time: 0.926, data_time: 0.006, memory: 10398, top1_acc: 0.7042, top5_acc: 0.8844, loss_cls: 1.1712, loss: 1.1712, grad_norm: 6.1821 2020-10-12 07:59:32,961 - mmaction - INFO - Epoch [24][1220/5010] lr: 7.500e-04, eta: 1 day, 14:07:10, time: 0.990, data_time: 0.007, memory: 10398, top1_acc: 0.7344, top5_acc: 0.8938, loss_cls: 1.0987, loss: 1.0987, grad_norm: 6.0605 2020-10-12 07:59:51,556 - mmaction - INFO - Epoch [24][1240/5010] lr: 7.500e-04, eta: 1 day, 14:06:47, time: 0.930, data_time: 0.002, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9021, loss_cls: 1.0590, loss: 1.0590, grad_norm: 5.9680 2020-10-12 08:00:14,129 - mmaction - INFO - Epoch [24][1260/5010] lr: 7.500e-04, eta: 1 day, 14:06:29, time: 1.121, data_time: 0.005, memory: 10398, top1_acc: 0.7219, top5_acc: 0.9135, loss_cls: 1.0566, loss: 1.0566, grad_norm: 5.9530 2020-10-12 08:00:33,352 - mmaction - INFO - Epoch [24][1280/5010] lr: 7.500e-04, eta: 1 day, 14:06:07, time: 0.968, data_time: 0.020, memory: 10398, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1466, loss: 1.1466, grad_norm: 6.0344 2020-10-12 08:00:52,266 - mmaction - INFO - Epoch [24][1300/5010] lr: 7.500e-04, eta: 1 day, 14:05:45, time: 0.946, data_time: 0.003, memory: 10398, top1_acc: 0.7208, top5_acc: 0.8938, loss_cls: 1.1101, loss: 1.1101, grad_norm: 6.0895 2020-10-12 08:01:11,295 - mmaction - INFO - Epoch [24][1320/5010] lr: 7.500e-04, eta: 1 day, 14:05:22, time: 0.948, data_time: 0.004, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9177, loss_cls: 1.0441, loss: 1.0441, grad_norm: 6.0046 2020-10-12 08:01:30,409 - mmaction - INFO - Epoch [24][1340/5010] lr: 7.500e-04, eta: 1 day, 14:05:01, time: 0.959, data_time: 0.007, memory: 10398, top1_acc: 0.7000, top5_acc: 0.8990, loss_cls: 1.1399, loss: 1.1399, grad_norm: 6.4409 2020-10-12 08:01:49,228 - mmaction - INFO - Epoch [24][1360/5010] lr: 7.500e-04, eta: 1 day, 14:04:38, time: 0.941, data_time: 0.002, memory: 10398, top1_acc: 0.7146, top5_acc: 0.9021, loss_cls: 1.0870, loss: 1.0870, grad_norm: 6.2529 2020-10-12 08:02:08,455 - mmaction - INFO - Epoch [24][1380/5010] lr: 7.500e-04, eta: 1 day, 14:04:16, time: 0.960, data_time: 0.004, memory: 10398, top1_acc: 0.7115, top5_acc: 0.8958, loss_cls: 1.1574, loss: 1.1574, grad_norm: 6.0831 2020-10-12 08:02:27,335 - mmaction - INFO - Epoch [24][1400/5010] lr: 7.500e-04, eta: 1 day, 14:03:54, time: 0.945, data_time: 0.005, memory: 10398, top1_acc: 0.7063, top5_acc: 0.8896, loss_cls: 1.1516, loss: 1.1516, grad_norm: 6.0501 2020-10-12 08:02:46,995 - mmaction - INFO - Epoch [24][1420/5010] lr: 7.500e-04, eta: 1 day, 14:03:33, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.7208, top5_acc: 0.8938, loss_cls: 1.0956, loss: 1.0956, grad_norm: 6.2137 2020-10-12 08:03:06,108 - mmaction - INFO - Epoch [24][1440/5010] lr: 7.500e-04, eta: 1 day, 14:03:10, time: 0.954, data_time: 0.006, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9094, loss_cls: 1.0506, loss: 1.0506, grad_norm: 6.0584 2020-10-12 08:03:25,072 - mmaction - INFO - Epoch [24][1460/5010] lr: 7.500e-04, eta: 1 day, 14:02:48, time: 0.950, data_time: 0.004, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9010, loss_cls: 1.0874, loss: 1.0874, grad_norm: 6.1528 2020-10-12 08:03:44,523 - mmaction - INFO - Epoch [24][1480/5010] lr: 7.500e-04, eta: 1 day, 14:02:27, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.7115, top5_acc: 0.8958, loss_cls: 1.0805, loss: 1.0805, grad_norm: 6.0344 2020-10-12 08:04:03,737 - mmaction - INFO - Epoch [24][1500/5010] lr: 7.500e-04, eta: 1 day, 14:02:05, time: 0.958, data_time: 0.005, memory: 10398, top1_acc: 0.7135, top5_acc: 0.8750, loss_cls: 1.1914, loss: 1.1914, grad_norm: 6.2674 2020-10-12 08:04:22,986 - mmaction - INFO - Epoch [24][1520/5010] lr: 7.500e-04, eta: 1 day, 14:01:43, time: 0.966, data_time: 0.007, memory: 10398, top1_acc: 0.7063, top5_acc: 0.8948, loss_cls: 1.1107, loss: 1.1107, grad_norm: 6.1729 2020-10-12 08:04:41,951 - mmaction - INFO - Epoch [24][1540/5010] lr: 7.500e-04, eta: 1 day, 14:01:21, time: 0.948, data_time: 0.002, memory: 10398, top1_acc: 0.7177, top5_acc: 0.9000, loss_cls: 1.0632, loss: 1.0632, grad_norm: 5.9353 2020-10-12 08:05:01,154 - mmaction - INFO - Epoch [24][1560/5010] lr: 7.500e-04, eta: 1 day, 14:00:59, time: 0.959, data_time: 0.004, memory: 10398, top1_acc: 0.7198, top5_acc: 0.8885, loss_cls: 1.1410, loss: 1.1410, grad_norm: 6.0122 2020-10-12 08:05:20,610 - mmaction - INFO - Epoch [24][1580/5010] lr: 7.500e-04, eta: 1 day, 14:00:37, time: 0.974, data_time: 0.005, memory: 10398, top1_acc: 0.7146, top5_acc: 0.8781, loss_cls: 1.1778, loss: 1.1778, grad_norm: 6.2830 2020-10-12 08:05:39,529 - mmaction - INFO - Epoch [24][1600/5010] lr: 7.500e-04, eta: 1 day, 14:00:15, time: 0.942, data_time: 0.005, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9042, loss_cls: 1.0872, loss: 1.0872, grad_norm: 5.9553 2020-10-12 08:05:58,729 - mmaction - INFO - Epoch [24][1620/5010] lr: 7.500e-04, eta: 1 day, 13:59:53, time: 0.964, data_time: 0.007, memory: 10398, top1_acc: 0.7302, top5_acc: 0.8927, loss_cls: 1.0647, loss: 1.0647, grad_norm: 5.7766 2020-10-12 08:06:18,278 - mmaction - INFO - Epoch [24][1640/5010] lr: 7.500e-04, eta: 1 day, 13:59:31, time: 0.975, data_time: 0.006, memory: 10398, top1_acc: 0.7219, top5_acc: 0.8948, loss_cls: 1.0897, loss: 1.0897, grad_norm: 6.2005 2020-10-12 08:06:38,956 - mmaction - INFO - Epoch [24][1660/5010] lr: 7.500e-04, eta: 1 day, 13:59:11, time: 1.037, data_time: 0.007, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9083, loss_cls: 1.0348, loss: 1.0348, grad_norm: 5.7313 2020-10-12 08:06:58,012 - mmaction - INFO - Epoch [24][1680/5010] lr: 7.500e-04, eta: 1 day, 13:58:49, time: 0.951, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.8990, loss_cls: 1.0495, loss: 1.0495, grad_norm: 5.8635 2020-10-12 08:07:16,929 - mmaction - INFO - Epoch [24][1700/5010] lr: 7.500e-04, eta: 1 day, 13:58:27, time: 0.947, data_time: 0.005, memory: 10398, top1_acc: 0.7146, top5_acc: 0.8885, loss_cls: 1.1467, loss: 1.1467, grad_norm: 5.8884 2020-10-12 08:07:36,971 - mmaction - INFO - Epoch [24][1720/5010] lr: 7.500e-04, eta: 1 day, 13:58:06, time: 1.001, data_time: 0.006, memory: 10398, top1_acc: 0.7167, top5_acc: 0.9094, loss_cls: 1.0606, loss: 1.0606, grad_norm: 6.1892 2020-10-12 08:07:55,892 - mmaction - INFO - Epoch [24][1740/5010] lr: 7.500e-04, eta: 1 day, 13:57:44, time: 0.946, data_time: 0.007, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8938, loss_cls: 1.1221, loss: 1.1221, grad_norm: 6.1088 2020-10-12 08:08:15,416 - mmaction - INFO - Epoch [24][1760/5010] lr: 7.500e-04, eta: 1 day, 13:57:22, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.6937, top5_acc: 0.8948, loss_cls: 1.1580, loss: 1.1580, grad_norm: 6.0454 2020-10-12 08:08:35,452 - mmaction - INFO - Epoch [24][1780/5010] lr: 7.500e-04, eta: 1 day, 13:57:01, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.6990, top5_acc: 0.9062, loss_cls: 1.1041, loss: 1.1041, grad_norm: 6.1522 2020-10-12 08:08:54,944 - mmaction - INFO - Epoch [24][1800/5010] lr: 7.500e-04, eta: 1 day, 13:56:40, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.7031, top5_acc: 0.8865, loss_cls: 1.1403, loss: 1.1403, grad_norm: 5.8727 2020-10-12 08:09:14,678 - mmaction - INFO - Epoch [24][1820/5010] lr: 7.500e-04, eta: 1 day, 13:56:18, time: 0.985, data_time: 0.005, memory: 10398, top1_acc: 0.7125, top5_acc: 0.9073, loss_cls: 1.0529, loss: 1.0529, grad_norm: 5.9622 2020-10-12 08:09:34,199 - mmaction - INFO - Epoch [24][1840/5010] lr: 7.500e-04, eta: 1 day, 13:55:57, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.7010, top5_acc: 0.8917, loss_cls: 1.1534, loss: 1.1534, grad_norm: 6.1458 2020-10-12 08:09:53,736 - mmaction - INFO - Epoch [24][1860/5010] lr: 7.500e-04, eta: 1 day, 13:55:35, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9042, loss_cls: 1.0832, loss: 1.0832, grad_norm: 5.9171 2020-10-12 08:10:13,068 - mmaction - INFO - Epoch [24][1880/5010] lr: 7.500e-04, eta: 1 day, 13:55:13, time: 0.965, data_time: 0.005, memory: 10398, top1_acc: 0.7156, top5_acc: 0.8854, loss_cls: 1.1580, loss: 1.1580, grad_norm: 6.1251 2020-10-12 08:10:31,919 - mmaction - INFO - Epoch [24][1900/5010] lr: 7.500e-04, eta: 1 day, 13:54:51, time: 0.944, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9083, loss_cls: 1.0431, loss: 1.0431, grad_norm: 5.9135 2020-10-12 08:10:51,655 - mmaction - INFO - Epoch [24][1920/5010] lr: 7.500e-04, eta: 1 day, 13:54:30, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 1.0629, loss: 1.0629, grad_norm: 5.8519 2020-10-12 08:11:10,846 - mmaction - INFO - Epoch [24][1940/5010] lr: 7.500e-04, eta: 1 day, 13:54:08, time: 0.958, data_time: 0.005, memory: 10398, top1_acc: 0.7104, top5_acc: 0.8844, loss_cls: 1.1826, loss: 1.1826, grad_norm: 5.9680 2020-10-12 08:11:29,841 - mmaction - INFO - Epoch [24][1960/5010] lr: 7.500e-04, eta: 1 day, 13:53:46, time: 0.951, data_time: 0.005, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9094, loss_cls: 1.0313, loss: 1.0313, grad_norm: 5.6756 2020-10-12 08:11:49,518 - mmaction - INFO - Epoch [24][1980/5010] lr: 7.500e-04, eta: 1 day, 13:53:24, time: 0.984, data_time: 0.002, memory: 10398, top1_acc: 0.7115, top5_acc: 0.9000, loss_cls: 1.1523, loss: 1.1523, grad_norm: 6.1016 2020-10-12 08:12:08,600 - mmaction - INFO - Epoch [24][2000/5010] lr: 7.500e-04, eta: 1 day, 13:53:02, time: 0.952, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9073, loss_cls: 1.0079, loss: 1.0079, grad_norm: 5.8559 2020-10-12 08:12:28,598 - mmaction - INFO - Epoch [24][2020/5010] lr: 7.500e-04, eta: 1 day, 13:52:41, time: 1.002, data_time: 0.006, memory: 10398, top1_acc: 0.7115, top5_acc: 0.8969, loss_cls: 1.1033, loss: 1.1033, grad_norm: 6.1548 2020-10-12 08:12:47,207 - mmaction - INFO - Epoch [24][2040/5010] lr: 7.500e-04, eta: 1 day, 13:52:19, time: 0.930, data_time: 0.002, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9063, loss_cls: 1.0529, loss: 1.0529, grad_norm: 5.9228 2020-10-12 08:13:06,338 - mmaction - INFO - Epoch [24][2060/5010] lr: 7.500e-04, eta: 1 day, 13:51:57, time: 0.956, data_time: 0.004, memory: 10398, top1_acc: 0.7083, top5_acc: 0.8927, loss_cls: 1.1453, loss: 1.1453, grad_norm: 6.2435 2020-10-12 08:13:26,926 - mmaction - INFO - Epoch [24][2080/5010] lr: 7.500e-04, eta: 1 day, 13:51:36, time: 1.030, data_time: 0.002, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9063, loss_cls: 1.0376, loss: 1.0376, grad_norm: 5.9757 2020-10-12 08:13:45,867 - mmaction - INFO - Epoch [24][2100/5010] lr: 7.500e-04, eta: 1 day, 13:51:14, time: 0.947, data_time: 0.002, memory: 10398, top1_acc: 0.7437, top5_acc: 0.9083, loss_cls: 1.0159, loss: 1.0159, grad_norm: 5.8791 2020-10-12 08:14:04,981 - mmaction - INFO - Epoch [24][2120/5010] lr: 7.500e-04, eta: 1 day, 13:50:52, time: 0.954, data_time: 0.005, memory: 10398, top1_acc: 0.7177, top5_acc: 0.8969, loss_cls: 1.1073, loss: 1.1073, grad_norm: 5.9674 2020-10-12 08:14:25,167 - mmaction - INFO - Epoch [24][2140/5010] lr: 7.500e-04, eta: 1 day, 13:50:31, time: 1.012, data_time: 0.008, memory: 10398, top1_acc: 0.7344, top5_acc: 0.8958, loss_cls: 1.0621, loss: 1.0621, grad_norm: 5.8117 2020-10-12 08:14:44,713 - mmaction - INFO - Epoch [24][2160/5010] lr: 7.500e-04, eta: 1 day, 13:50:10, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1685, loss: 1.1685, grad_norm: 6.2267 2020-10-12 08:15:03,675 - mmaction - INFO - Epoch [24][2180/5010] lr: 7.500e-04, eta: 1 day, 13:49:48, time: 0.948, data_time: 0.005, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9052, loss_cls: 1.0758, loss: 1.0758, grad_norm: 6.0054 2020-10-12 08:15:23,257 - mmaction - INFO - Epoch [24][2200/5010] lr: 7.500e-04, eta: 1 day, 13:49:26, time: 0.979, data_time: 0.002, memory: 10398, top1_acc: 0.7177, top5_acc: 0.8885, loss_cls: 1.1310, loss: 1.1310, grad_norm: 6.3450 2020-10-12 08:15:42,134 - mmaction - INFO - Epoch [24][2220/5010] lr: 7.500e-04, eta: 1 day, 13:49:04, time: 0.944, data_time: 0.002, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9177, loss_cls: 0.9923, loss: 0.9923, grad_norm: 5.6837 2020-10-12 08:16:01,616 - mmaction - INFO - Epoch [24][2240/5010] lr: 7.500e-04, eta: 1 day, 13:48:42, time: 0.971, data_time: 0.005, memory: 10398, top1_acc: 0.7312, top5_acc: 0.8865, loss_cls: 1.1484, loss: 1.1484, grad_norm: 5.9488 2020-10-12 08:16:21,758 - mmaction - INFO - Epoch [24][2260/5010] lr: 7.500e-04, eta: 1 day, 13:48:22, time: 1.010, data_time: 0.006, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9010, loss_cls: 1.1030, loss: 1.1030, grad_norm: 6.1391 2020-10-12 08:16:40,835 - mmaction - INFO - Epoch [24][2280/5010] lr: 7.500e-04, eta: 1 day, 13:48:00, time: 0.954, data_time: 0.002, memory: 10398, top1_acc: 0.7135, top5_acc: 0.8823, loss_cls: 1.1819, loss: 1.1819, grad_norm: 6.3097 2020-10-12 08:17:00,846 - mmaction - INFO - Epoch [24][2300/5010] lr: 7.500e-04, eta: 1 day, 13:47:39, time: 0.999, data_time: 0.004, memory: 10398, top1_acc: 0.6969, top5_acc: 0.8813, loss_cls: 1.2289, loss: 1.2289, grad_norm: 6.4136 2020-10-12 08:17:20,401 - mmaction - INFO - Epoch [24][2320/5010] lr: 7.500e-04, eta: 1 day, 13:47:17, time: 0.980, data_time: 0.005, memory: 10398, top1_acc: 0.7198, top5_acc: 0.9021, loss_cls: 1.0502, loss: 1.0502, grad_norm: 5.8359 2020-10-12 08:17:38,791 - mmaction - INFO - Epoch [24][2340/5010] lr: 7.500e-04, eta: 1 day, 13:46:54, time: 0.918, data_time: 0.004, memory: 10398, top1_acc: 0.7083, top5_acc: 0.9000, loss_cls: 1.1100, loss: 1.1100, grad_norm: 6.1771 2020-10-12 08:17:58,220 - mmaction - INFO - Epoch [24][2360/5010] lr: 7.500e-04, eta: 1 day, 13:46:33, time: 0.973, data_time: 0.005, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9115, loss_cls: 1.0788, loss: 1.0788, grad_norm: 6.3166 2020-10-12 08:18:18,063 - mmaction - INFO - Epoch [24][2380/5010] lr: 7.500e-04, eta: 1 day, 13:46:12, time: 0.992, data_time: 0.004, memory: 10398, top1_acc: 0.7094, top5_acc: 0.9000, loss_cls: 1.1055, loss: 1.1055, grad_norm: 6.1447 2020-10-12 08:18:38,084 - mmaction - INFO - Epoch [24][2400/5010] lr: 7.500e-04, eta: 1 day, 13:45:50, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9052, loss_cls: 1.0821, loss: 1.0821, grad_norm: 6.2587 2020-10-12 08:18:56,635 - mmaction - INFO - Epoch [24][2420/5010] lr: 7.500e-04, eta: 1 day, 13:45:28, time: 0.932, data_time: 0.007, memory: 10398, top1_acc: 0.7031, top5_acc: 0.8885, loss_cls: 1.1556, loss: 1.1556, grad_norm: 6.3697 2020-10-12 08:19:15,885 - mmaction - INFO - Epoch [24][2440/5010] lr: 7.500e-04, eta: 1 day, 13:45:06, time: 0.960, data_time: 0.005, memory: 10398, top1_acc: 0.7125, top5_acc: 0.8844, loss_cls: 1.1798, loss: 1.1798, grad_norm: 6.3859 2020-10-12 08:19:35,430 - mmaction - INFO - Epoch [24][2460/5010] lr: 7.500e-04, eta: 1 day, 13:44:45, time: 0.979, data_time: 0.006, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9125, loss_cls: 1.0384, loss: 1.0384, grad_norm: 5.9899 2020-10-12 08:19:54,388 - mmaction - INFO - Epoch [24][2480/5010] lr: 7.500e-04, eta: 1 day, 13:44:22, time: 0.948, data_time: 0.002, memory: 10398, top1_acc: 0.7208, top5_acc: 0.9052, loss_cls: 1.0842, loss: 1.0842, grad_norm: 6.1100 2020-10-12 08:20:14,709 - mmaction - INFO - Epoch [24][2500/5010] lr: 7.500e-04, eta: 1 day, 13:44:02, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9031, loss_cls: 1.0521, loss: 1.0521, grad_norm: 6.0226 2020-10-12 08:20:33,695 - mmaction - INFO - Epoch [24][2520/5010] lr: 7.500e-04, eta: 1 day, 13:43:40, time: 0.951, data_time: 0.006, memory: 10398, top1_acc: 0.6906, top5_acc: 0.8854, loss_cls: 1.2133, loss: 1.2133, grad_norm: 6.3528 2020-10-12 08:20:52,872 - mmaction - INFO - Epoch [24][2540/5010] lr: 7.500e-04, eta: 1 day, 13:43:18, time: 0.959, data_time: 0.002, memory: 10398, top1_acc: 0.7208, top5_acc: 0.8885, loss_cls: 1.1511, loss: 1.1511, grad_norm: 6.1977 2020-10-12 08:21:12,539 - mmaction - INFO - Epoch [24][2560/5010] lr: 7.500e-04, eta: 1 day, 13:42:56, time: 0.981, data_time: 0.004, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8875, loss_cls: 1.1093, loss: 1.1093, grad_norm: 5.9782 2020-10-12 08:21:32,647 - mmaction - INFO - Epoch [24][2580/5010] lr: 7.500e-04, eta: 1 day, 13:42:36, time: 1.008, data_time: 0.006, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9052, loss_cls: 1.0117, loss: 1.0117, grad_norm: 5.9330 2020-10-12 08:21:51,592 - mmaction - INFO - Epoch [24][2600/5010] lr: 7.500e-04, eta: 1 day, 13:42:13, time: 0.947, data_time: 0.002, memory: 10398, top1_acc: 0.7083, top5_acc: 0.8844, loss_cls: 1.1659, loss: 1.1659, grad_norm: 6.2866 2020-10-12 08:22:10,361 - mmaction - INFO - Epoch [24][2620/5010] lr: 7.500e-04, eta: 1 day, 13:41:51, time: 0.935, data_time: 0.006, memory: 10398, top1_acc: 0.7302, top5_acc: 0.8938, loss_cls: 1.0597, loss: 1.0597, grad_norm: 5.8705 2020-10-12 08:22:29,858 - mmaction - INFO - Epoch [24][2640/5010] lr: 7.500e-04, eta: 1 day, 13:41:29, time: 0.976, data_time: 0.007, memory: 10398, top1_acc: 0.7229, top5_acc: 0.9010, loss_cls: 1.0845, loss: 1.0845, grad_norm: 6.0391 2020-10-12 08:22:49,764 - mmaction - INFO - Epoch [24][2660/5010] lr: 7.500e-04, eta: 1 day, 13:41:08, time: 0.998, data_time: 0.005, memory: 10398, top1_acc: 0.7229, top5_acc: 0.8979, loss_cls: 1.0984, loss: 1.0984, grad_norm: 6.0801 2020-10-12 08:23:10,136 - mmaction - INFO - Epoch [24][2680/5010] lr: 7.500e-04, eta: 1 day, 13:40:48, time: 1.019, data_time: 0.004, memory: 10398, top1_acc: 0.7146, top5_acc: 0.9062, loss_cls: 1.0991, loss: 1.0991, grad_norm: 6.2322 2020-10-12 08:23:29,150 - mmaction - INFO - Epoch [24][2700/5010] lr: 7.500e-04, eta: 1 day, 13:40:26, time: 0.951, data_time: 0.002, memory: 10398, top1_acc: 0.7042, top5_acc: 0.8906, loss_cls: 1.1707, loss: 1.1707, grad_norm: 6.2975 2020-10-12 08:23:47,989 - mmaction - INFO - Epoch [24][2720/5010] lr: 7.500e-04, eta: 1 day, 13:40:03, time: 0.942, data_time: 0.002, memory: 10398, top1_acc: 0.7104, top5_acc: 0.8927, loss_cls: 1.0988, loss: 1.0988, grad_norm: 6.0464 2020-10-12 08:24:07,003 - mmaction - INFO - Epoch [24][2740/5010] lr: 7.500e-04, eta: 1 day, 13:39:41, time: 0.949, data_time: 0.005, memory: 10398, top1_acc: 0.7375, top5_acc: 0.8990, loss_cls: 1.0740, loss: 1.0740, grad_norm: 5.8116 2020-10-12 08:24:25,977 - mmaction - INFO - Epoch [24][2760/5010] lr: 7.500e-04, eta: 1 day, 13:39:19, time: 0.949, data_time: 0.005, memory: 10398, top1_acc: 0.7448, top5_acc: 0.8938, loss_cls: 1.0514, loss: 1.0514, grad_norm: 5.7950 2020-10-12 08:24:45,012 - mmaction - INFO - Epoch [24][2780/5010] lr: 7.500e-04, eta: 1 day, 13:38:57, time: 0.953, data_time: 0.003, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9000, loss_cls: 1.0744, loss: 1.0744, grad_norm: 5.9291 2020-10-12 08:25:03,953 - mmaction - INFO - Epoch [24][2800/5010] lr: 7.500e-04, eta: 1 day, 13:38:35, time: 0.945, data_time: 0.005, memory: 10398, top1_acc: 0.7156, top5_acc: 0.8865, loss_cls: 1.1071, loss: 1.1071, grad_norm: 5.9025 2020-10-12 08:25:22,957 - mmaction - INFO - Epoch [24][2820/5010] lr: 7.500e-04, eta: 1 day, 13:38:13, time: 0.953, data_time: 0.004, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9208, loss_cls: 1.0183, loss: 1.0183, grad_norm: 5.9323 2020-10-12 08:25:41,875 - mmaction - INFO - Epoch [24][2840/5010] lr: 7.500e-04, eta: 1 day, 13:37:51, time: 0.946, data_time: 0.002, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9021, loss_cls: 1.0635, loss: 1.0635, grad_norm: 5.9679 2020-10-12 08:26:00,997 - mmaction - INFO - Epoch [24][2860/5010] lr: 7.500e-04, eta: 1 day, 13:37:29, time: 0.955, data_time: 0.004, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9177, loss_cls: 1.0017, loss: 1.0017, grad_norm: 5.8457 2020-10-12 08:26:20,406 - mmaction - INFO - Epoch [24][2880/5010] lr: 7.500e-04, eta: 1 day, 13:37:07, time: 0.972, data_time: 0.005, memory: 10398, top1_acc: 0.7146, top5_acc: 0.8917, loss_cls: 1.1258, loss: 1.1258, grad_norm: 6.3250 2020-10-12 08:26:39,155 - mmaction - INFO - Epoch [24][2900/5010] lr: 7.500e-04, eta: 1 day, 13:36:45, time: 0.938, data_time: 0.005, memory: 10398, top1_acc: 0.7250, top5_acc: 0.8844, loss_cls: 1.1211, loss: 1.1211, grad_norm: 5.9671 2020-10-12 08:26:58,070 - mmaction - INFO - Epoch [24][2920/5010] lr: 7.500e-04, eta: 1 day, 13:36:23, time: 0.944, data_time: 0.005, memory: 10398, top1_acc: 0.7219, top5_acc: 0.8937, loss_cls: 1.1020, loss: 1.1020, grad_norm: 5.8678 2020-10-12 08:27:17,425 - mmaction - INFO - Epoch [24][2940/5010] lr: 7.500e-04, eta: 1 day, 13:36:01, time: 0.970, data_time: 0.008, memory: 10398, top1_acc: 0.7063, top5_acc: 0.8927, loss_cls: 1.1580, loss: 1.1580, grad_norm: 6.1797 2020-10-12 08:27:36,742 - mmaction - INFO - Epoch [24][2960/5010] lr: 7.500e-04, eta: 1 day, 13:35:39, time: 0.963, data_time: 0.006, memory: 10398, top1_acc: 0.7323, top5_acc: 0.8948, loss_cls: 1.0930, loss: 1.0930, grad_norm: 5.8219 2020-10-12 08:27:55,227 - mmaction - INFO - Epoch [24][2980/5010] lr: 7.500e-04, eta: 1 day, 13:35:16, time: 0.927, data_time: 0.007, memory: 10398, top1_acc: 0.7073, top5_acc: 0.8844, loss_cls: 1.1795, loss: 1.1795, grad_norm: 6.3156 2020-10-12 08:28:14,284 - mmaction - INFO - Epoch [24][3000/5010] lr: 7.500e-04, eta: 1 day, 13:34:54, time: 0.950, data_time: 0.005, memory: 10398, top1_acc: 0.7063, top5_acc: 0.9156, loss_cls: 1.0658, loss: 1.0658, grad_norm: 6.2322 2020-10-12 08:28:33,017 - mmaction - INFO - Epoch [24][3020/5010] lr: 7.500e-04, eta: 1 day, 13:34:32, time: 0.939, data_time: 0.007, memory: 10398, top1_acc: 0.7042, top5_acc: 0.8917, loss_cls: 1.1440, loss: 1.1440, grad_norm: 6.3176 2020-10-12 08:28:52,239 - mmaction - INFO - Epoch [24][3040/5010] lr: 7.500e-04, eta: 1 day, 13:34:10, time: 0.961, data_time: 0.002, memory: 10398, top1_acc: 0.7385, top5_acc: 0.8896, loss_cls: 1.0923, loss: 1.0923, grad_norm: 6.0690 2020-10-12 08:29:11,302 - mmaction - INFO - Epoch [24][3060/5010] lr: 7.500e-04, eta: 1 day, 13:33:48, time: 0.951, data_time: 0.005, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9083, loss_cls: 1.0633, loss: 1.0633, grad_norm: 6.0505 2020-10-12 08:29:30,876 - mmaction - INFO - Epoch [24][3080/5010] lr: 7.500e-04, eta: 1 day, 13:33:27, time: 0.980, data_time: 0.005, memory: 10398, top1_acc: 0.7385, top5_acc: 0.8958, loss_cls: 1.0791, loss: 1.0791, grad_norm: 5.9056 2020-10-12 08:29:49,640 - mmaction - INFO - Epoch [24][3100/5010] lr: 7.500e-04, eta: 1 day, 13:33:04, time: 0.938, data_time: 0.002, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9177, loss_cls: 0.9387, loss: 0.9387, grad_norm: 5.6671 2020-10-12 08:30:08,628 - mmaction - INFO - Epoch [24][3120/5010] lr: 7.500e-04, eta: 1 day, 13:32:42, time: 0.946, data_time: 0.005, memory: 10398, top1_acc: 0.7188, top5_acc: 0.8833, loss_cls: 1.1077, loss: 1.1077, grad_norm: 6.3022 2020-10-12 08:30:27,536 - mmaction - INFO - Epoch [24][3140/5010] lr: 7.500e-04, eta: 1 day, 13:32:20, time: 0.946, data_time: 0.006, memory: 10398, top1_acc: 0.7104, top5_acc: 0.8948, loss_cls: 1.0947, loss: 1.0947, grad_norm: 6.1468 2020-10-12 08:30:46,383 - mmaction - INFO - Epoch [24][3160/5010] lr: 7.500e-04, eta: 1 day, 13:31:58, time: 0.946, data_time: 0.005, memory: 10398, top1_acc: 0.7479, top5_acc: 0.8917, loss_cls: 1.0742, loss: 1.0742, grad_norm: 6.1405 2020-10-12 08:31:05,141 - mmaction - INFO - Epoch [24][3180/5010] lr: 7.500e-04, eta: 1 day, 13:31:35, time: 0.936, data_time: 0.005, memory: 10398, top1_acc: 0.7198, top5_acc: 0.8875, loss_cls: 1.1622, loss: 1.1622, grad_norm: 6.2570 2020-10-12 08:31:24,233 - mmaction - INFO - Epoch [24][3200/5010] lr: 7.500e-04, eta: 1 day, 13:31:14, time: 0.957, data_time: 0.006, memory: 10398, top1_acc: 0.7240, top5_acc: 0.8990, loss_cls: 1.0654, loss: 1.0654, grad_norm: 6.0663 2020-10-12 08:31:43,089 - mmaction - INFO - Epoch [24][3220/5010] lr: 7.500e-04, eta: 1 day, 13:30:51, time: 0.943, data_time: 0.002, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9135, loss_cls: 1.0438, loss: 1.0438, grad_norm: 5.9798 2020-10-12 08:32:02,100 - mmaction - INFO - Epoch [24][3240/5010] lr: 7.500e-04, eta: 1 day, 13:30:29, time: 0.948, data_time: 0.005, memory: 10398, top1_acc: 0.7094, top5_acc: 0.8854, loss_cls: 1.1456, loss: 1.1456, grad_norm: 6.2952 2020-10-12 08:32:20,740 - mmaction - INFO - Epoch [24][3260/5010] lr: 7.500e-04, eta: 1 day, 13:30:07, time: 0.934, data_time: 0.006, memory: 10398, top1_acc: 0.7156, top5_acc: 0.8927, loss_cls: 1.1639, loss: 1.1639, grad_norm: 6.3284 2020-10-12 08:32:39,869 - mmaction - INFO - Epoch [24][3280/5010] lr: 7.500e-04, eta: 1 day, 13:29:45, time: 0.955, data_time: 0.004, memory: 10398, top1_acc: 0.7010, top5_acc: 0.8760, loss_cls: 1.1921, loss: 1.1921, grad_norm: 6.4141 2020-10-12 08:32:59,377 - mmaction - INFO - Epoch [24][3300/5010] lr: 7.500e-04, eta: 1 day, 13:29:23, time: 0.977, data_time: 0.007, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9052, loss_cls: 1.0606, loss: 1.0606, grad_norm: 6.1559 2020-10-12 08:33:18,509 - mmaction - INFO - Epoch [24][3320/5010] lr: 7.500e-04, eta: 1 day, 13:29:01, time: 0.957, data_time: 0.002, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9167, loss_cls: 1.0296, loss: 1.0296, grad_norm: 6.1677 2020-10-12 08:33:38,415 - mmaction - INFO - Epoch [24][3340/5010] lr: 7.500e-04, eta: 1 day, 13:28:40, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9052, loss_cls: 1.0308, loss: 1.0308, grad_norm: 6.1724 2020-10-12 08:33:56,734 - mmaction - INFO - Epoch [24][3360/5010] lr: 7.500e-04, eta: 1 day, 13:28:18, time: 0.919, data_time: 0.007, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9094, loss_cls: 1.0433, loss: 1.0433, grad_norm: 6.1024 2020-10-12 08:34:15,677 - mmaction - INFO - Epoch [24][3380/5010] lr: 7.500e-04, eta: 1 day, 13:27:55, time: 0.945, data_time: 0.004, memory: 10398, top1_acc: 0.7115, top5_acc: 0.9000, loss_cls: 1.1305, loss: 1.1305, grad_norm: 6.5355 2020-10-12 08:34:34,711 - mmaction - INFO - Epoch [24][3400/5010] lr: 7.500e-04, eta: 1 day, 13:27:33, time: 0.954, data_time: 0.006, memory: 10398, top1_acc: 0.7042, top5_acc: 0.8917, loss_cls: 1.1081, loss: 1.1081, grad_norm: 6.2528 2020-10-12 08:34:53,734 - mmaction - INFO - Epoch [24][3420/5010] lr: 7.500e-04, eta: 1 day, 13:27:11, time: 0.951, data_time: 0.002, memory: 10398, top1_acc: 0.6792, top5_acc: 0.8813, loss_cls: 1.2480, loss: 1.2480, grad_norm: 6.4717 2020-10-12 08:35:13,267 - mmaction - INFO - Epoch [24][3440/5010] lr: 7.500e-04, eta: 1 day, 13:26:50, time: 0.973, data_time: 0.005, memory: 10398, top1_acc: 0.7188, top5_acc: 0.8990, loss_cls: 1.1145, loss: 1.1145, grad_norm: 6.2004 2020-10-12 08:35:31,913 - mmaction - INFO - Epoch [24][3460/5010] lr: 7.500e-04, eta: 1 day, 13:26:27, time: 0.936, data_time: 0.008, memory: 10398, top1_acc: 0.7219, top5_acc: 0.8844, loss_cls: 1.1113, loss: 1.1113, grad_norm: 6.0161 2020-10-12 08:35:50,922 - mmaction - INFO - Epoch [24][3480/5010] lr: 7.500e-04, eta: 1 day, 13:26:05, time: 0.950, data_time: 0.002, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9135, loss_cls: 0.9524, loss: 0.9524, grad_norm: 5.7571 2020-10-12 08:36:09,823 - mmaction - INFO - Epoch [24][3500/5010] lr: 7.500e-04, eta: 1 day, 13:25:43, time: 0.942, data_time: 0.005, memory: 10398, top1_acc: 0.7240, top5_acc: 0.8938, loss_cls: 1.1048, loss: 1.1048, grad_norm: 6.1019 2020-10-12 08:36:29,592 - mmaction - INFO - Epoch [24][3520/5010] lr: 7.500e-04, eta: 1 day, 13:25:22, time: 0.992, data_time: 0.007, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9021, loss_cls: 1.0596, loss: 1.0596, grad_norm: 5.8399 2020-10-12 08:36:49,281 - mmaction - INFO - Epoch [24][3540/5010] lr: 7.500e-04, eta: 1 day, 13:25:01, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9031, loss_cls: 1.0575, loss: 1.0575, grad_norm: 5.9242 2020-10-12 08:37:07,822 - mmaction - INFO - Epoch [24][3560/5010] lr: 7.500e-04, eta: 1 day, 13:24:38, time: 0.925, data_time: 0.005, memory: 10398, top1_acc: 0.7260, top5_acc: 0.8990, loss_cls: 1.0921, loss: 1.0921, grad_norm: 6.0281 2020-10-12 08:37:27,828 - mmaction - INFO - Epoch [24][3580/5010] lr: 7.500e-04, eta: 1 day, 13:24:17, time: 1.002, data_time: 0.006, memory: 10398, top1_acc: 0.7135, top5_acc: 0.9167, loss_cls: 1.0816, loss: 1.0816, grad_norm: 6.1467 2020-10-12 08:37:46,242 - mmaction - INFO - Epoch [24][3600/5010] lr: 7.500e-04, eta: 1 day, 13:23:54, time: 0.921, data_time: 0.002, memory: 10398, top1_acc: 0.6979, top5_acc: 0.8792, loss_cls: 1.2229, loss: 1.2229, grad_norm: 6.2728 2020-10-12 08:38:06,263 - mmaction - INFO - Epoch [24][3620/5010] lr: 7.500e-04, eta: 1 day, 13:23:33, time: 1.000, data_time: 0.005, memory: 10398, top1_acc: 0.7271, top5_acc: 0.8969, loss_cls: 1.0981, loss: 1.0981, grad_norm: 6.2852 2020-10-12 08:38:24,534 - mmaction - INFO - Epoch [24][3640/5010] lr: 7.500e-04, eta: 1 day, 13:23:11, time: 0.915, data_time: 0.006, memory: 10398, top1_acc: 0.7312, top5_acc: 0.8979, loss_cls: 1.0759, loss: 1.0759, grad_norm: 5.9444 2020-10-12 08:38:43,562 - mmaction - INFO - Epoch [24][3660/5010] lr: 7.500e-04, eta: 1 day, 13:22:49, time: 0.951, data_time: 0.002, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9115, loss_cls: 1.0117, loss: 1.0117, grad_norm: 6.2049 2020-10-12 08:39:03,369 - mmaction - INFO - Epoch [24][3680/5010] lr: 7.500e-04, eta: 1 day, 13:22:27, time: 0.987, data_time: 0.005, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9135, loss_cls: 1.0297, loss: 1.0297, grad_norm: 6.0059 2020-10-12 08:39:22,831 - mmaction - INFO - Epoch [24][3700/5010] lr: 7.500e-04, eta: 1 day, 13:22:06, time: 0.977, data_time: 0.007, memory: 10398, top1_acc: 0.7292, top5_acc: 0.8938, loss_cls: 1.1030, loss: 1.1030, grad_norm: 6.2212 2020-10-12 08:39:42,137 - mmaction - INFO - Epoch [24][3720/5010] lr: 7.500e-04, eta: 1 day, 13:21:44, time: 0.965, data_time: 0.002, memory: 10398, top1_acc: 0.7344, top5_acc: 0.8979, loss_cls: 1.0962, loss: 1.0962, grad_norm: 6.0618 2020-10-12 08:40:01,511 - mmaction - INFO - Epoch [24][3740/5010] lr: 7.500e-04, eta: 1 day, 13:21:23, time: 0.967, data_time: 0.005, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9021, loss_cls: 1.0577, loss: 1.0577, grad_norm: 6.5171 2020-10-12 08:40:20,859 - mmaction - INFO - Epoch [24][3760/5010] lr: 7.500e-04, eta: 1 day, 13:21:01, time: 0.969, data_time: 0.006, memory: 10398, top1_acc: 0.7219, top5_acc: 0.8937, loss_cls: 1.1402, loss: 1.1402, grad_norm: 6.2350 2020-10-12 08:40:39,372 - mmaction - INFO - Epoch [24][3780/5010] lr: 7.500e-04, eta: 1 day, 13:20:38, time: 0.924, data_time: 0.005, memory: 10398, top1_acc: 0.7281, top5_acc: 0.8938, loss_cls: 1.0769, loss: 1.0769, grad_norm: 6.0247 2020-10-12 08:40:58,169 - mmaction - INFO - Epoch [24][3800/5010] lr: 7.500e-04, eta: 1 day, 13:20:16, time: 0.941, data_time: 0.007, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8875, loss_cls: 1.1331, loss: 1.1331, grad_norm: 6.2598 2020-10-12 08:41:17,336 - mmaction - INFO - Epoch [24][3820/5010] lr: 7.500e-04, eta: 1 day, 13:19:54, time: 0.959, data_time: 0.005, memory: 10398, top1_acc: 0.7135, top5_acc: 0.8896, loss_cls: 1.1100, loss: 1.1100, grad_norm: 6.2247 2020-10-12 08:41:36,846 - mmaction - INFO - Epoch [24][3840/5010] lr: 7.500e-04, eta: 1 day, 13:19:33, time: 0.975, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.8906, loss_cls: 1.0769, loss: 1.0769, grad_norm: 5.9257 2020-10-12 08:41:55,813 - mmaction - INFO - Epoch [24][3860/5010] lr: 7.500e-04, eta: 1 day, 13:19:11, time: 0.948, data_time: 0.002, memory: 10398, top1_acc: 0.7271, top5_acc: 0.8958, loss_cls: 1.0699, loss: 1.0699, grad_norm: 5.7788 2020-10-12 08:42:14,892 - mmaction - INFO - Epoch [24][3880/5010] lr: 7.500e-04, eta: 1 day, 13:18:49, time: 0.953, data_time: 0.002, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9135, loss_cls: 1.0426, loss: 1.0426, grad_norm: 6.1488 2020-10-12 08:42:34,518 - mmaction - INFO - Epoch [24][3900/5010] lr: 7.500e-04, eta: 1 day, 13:18:27, time: 0.982, data_time: 0.008, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9042, loss_cls: 1.0749, loss: 1.0749, grad_norm: 6.0435 2020-10-12 08:42:53,094 - mmaction - INFO - Epoch [24][3920/5010] lr: 7.500e-04, eta: 1 day, 13:18:05, time: 0.929, data_time: 0.002, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9146, loss_cls: 1.0082, loss: 1.0082, grad_norm: 5.8755 2020-10-12 08:43:12,142 - mmaction - INFO - Epoch [24][3940/5010] lr: 7.500e-04, eta: 1 day, 13:17:43, time: 0.953, data_time: 0.005, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9052, loss_cls: 1.0642, loss: 1.0642, grad_norm: 6.0126 2020-10-12 08:43:31,704 - mmaction - INFO - Epoch [24][3960/5010] lr: 7.500e-04, eta: 1 day, 13:17:21, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.7240, top5_acc: 0.9010, loss_cls: 1.0267, loss: 1.0267, grad_norm: 5.7752 2020-10-12 08:43:50,426 - mmaction - INFO - Epoch [24][3980/5010] lr: 7.500e-04, eta: 1 day, 13:16:59, time: 0.938, data_time: 0.007, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9125, loss_cls: 1.0083, loss: 1.0083, grad_norm: 6.0662 2020-10-12 08:44:09,328 - mmaction - INFO - Epoch [24][4000/5010] lr: 7.500e-04, eta: 1 day, 13:16:37, time: 0.944, data_time: 0.005, memory: 10398, top1_acc: 0.7073, top5_acc: 0.9031, loss_cls: 1.1230, loss: 1.1230, grad_norm: 6.3236 2020-10-12 08:44:30,274 - mmaction - INFO - Epoch [24][4020/5010] lr: 7.500e-04, eta: 1 day, 13:16:17, time: 1.049, data_time: 0.005, memory: 10398, top1_acc: 0.7271, top5_acc: 0.8969, loss_cls: 1.1285, loss: 1.1285, grad_norm: 6.3259 2020-10-12 08:44:48,778 - mmaction - INFO - Epoch [24][4040/5010] lr: 7.500e-04, eta: 1 day, 13:15:54, time: 0.925, data_time: 0.002, memory: 10398, top1_acc: 0.7156, top5_acc: 0.8823, loss_cls: 1.1323, loss: 1.1323, grad_norm: 6.1989 2020-10-12 08:45:07,831 - mmaction - INFO - Epoch [24][4060/5010] lr: 7.500e-04, eta: 1 day, 13:15:32, time: 0.953, data_time: 0.005, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9104, loss_cls: 1.0627, loss: 1.0627, grad_norm: 6.0213 2020-10-12 08:45:27,298 - mmaction - INFO - Epoch [24][4080/5010] lr: 7.500e-04, eta: 1 day, 13:15:11, time: 0.973, data_time: 0.002, memory: 10398, top1_acc: 0.7063, top5_acc: 0.8865, loss_cls: 1.1325, loss: 1.1325, grad_norm: 6.3132 2020-10-12 08:45:46,131 - mmaction - INFO - Epoch [24][4100/5010] lr: 7.500e-04, eta: 1 day, 13:14:49, time: 0.942, data_time: 0.002, memory: 10398, top1_acc: 0.7135, top5_acc: 0.9073, loss_cls: 1.1049, loss: 1.1049, grad_norm: 6.0293 2020-10-12 08:46:05,704 - mmaction - INFO - Epoch [24][4120/5010] lr: 7.500e-04, eta: 1 day, 13:14:27, time: 0.975, data_time: 0.005, memory: 10398, top1_acc: 0.7104, top5_acc: 0.8771, loss_cls: 1.2183, loss: 1.2183, grad_norm: 6.2568 2020-10-12 08:46:24,381 - mmaction - INFO - Epoch [24][4140/5010] lr: 7.500e-04, eta: 1 day, 13:14:05, time: 0.937, data_time: 0.007, memory: 10398, top1_acc: 0.7229, top5_acc: 0.9115, loss_cls: 1.0749, loss: 1.0749, grad_norm: 6.1328 2020-10-12 08:46:43,711 - mmaction - INFO - Epoch [24][4160/5010] lr: 7.500e-04, eta: 1 day, 13:13:43, time: 0.967, data_time: 0.002, memory: 10398, top1_acc: 0.7354, top5_acc: 0.8906, loss_cls: 1.0750, loss: 1.0750, grad_norm: 5.9096 2020-10-12 08:47:02,523 - mmaction - INFO - Epoch [24][4180/5010] lr: 7.500e-04, eta: 1 day, 13:13:21, time: 0.939, data_time: 0.004, memory: 10398, top1_acc: 0.7063, top5_acc: 0.8802, loss_cls: 1.1376, loss: 1.1376, grad_norm: 6.3826 2020-10-12 08:47:22,139 - mmaction - INFO - Epoch [24][4200/5010] lr: 7.500e-04, eta: 1 day, 13:13:00, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.7292, top5_acc: 0.8958, loss_cls: 1.0887, loss: 1.0887, grad_norm: 6.0178 2020-10-12 08:47:41,003 - mmaction - INFO - Epoch [24][4220/5010] lr: 7.500e-04, eta: 1 day, 13:12:37, time: 0.943, data_time: 0.002, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9021, loss_cls: 1.0248, loss: 1.0248, grad_norm: 5.9767 2020-10-12 08:47:59,868 - mmaction - INFO - Epoch [24][4240/5010] lr: 7.500e-04, eta: 1 day, 13:12:15, time: 0.940, data_time: 0.005, memory: 10398, top1_acc: 0.7115, top5_acc: 0.8833, loss_cls: 1.1838, loss: 1.1838, grad_norm: 6.5515 2020-10-12 08:48:18,633 - mmaction - INFO - Epoch [24][4260/5010] lr: 7.500e-04, eta: 1 day, 13:11:53, time: 0.941, data_time: 0.007, memory: 10398, top1_acc: 0.7094, top5_acc: 0.9062, loss_cls: 1.1360, loss: 1.1360, grad_norm: 6.6993 2020-10-12 08:48:38,050 - mmaction - INFO - Epoch [24][4280/5010] lr: 7.500e-04, eta: 1 day, 13:11:31, time: 0.968, data_time: 0.004, memory: 10398, top1_acc: 0.7260, top5_acc: 0.8833, loss_cls: 1.1446, loss: 1.1446, grad_norm: 6.1961 2020-10-12 08:48:57,563 - mmaction - INFO - Epoch [24][4300/5010] lr: 7.500e-04, eta: 1 day, 13:11:10, time: 0.978, data_time: 0.006, memory: 10398, top1_acc: 0.7083, top5_acc: 0.8938, loss_cls: 1.1413, loss: 1.1413, grad_norm: 6.2424 2020-10-12 08:49:16,964 - mmaction - INFO - Epoch [24][4320/5010] lr: 7.500e-04, eta: 1 day, 13:10:48, time: 0.967, data_time: 0.005, memory: 10398, top1_acc: 0.7198, top5_acc: 0.8906, loss_cls: 1.1112, loss: 1.1112, grad_norm: 6.3073 2020-10-12 08:49:36,648 - mmaction - INFO - Epoch [24][4340/5010] lr: 7.500e-04, eta: 1 day, 13:10:27, time: 0.987, data_time: 0.007, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9156, loss_cls: 0.9746, loss: 0.9746, grad_norm: 6.0882 2020-10-12 08:49:55,511 - mmaction - INFO - Epoch [24][4360/5010] lr: 7.500e-04, eta: 1 day, 13:10:05, time: 0.942, data_time: 0.004, memory: 10398, top1_acc: 0.7208, top5_acc: 0.8885, loss_cls: 1.1487, loss: 1.1487, grad_norm: 6.2239 2020-10-12 08:50:14,599 - mmaction - INFO - Epoch [24][4380/5010] lr: 7.500e-04, eta: 1 day, 13:09:43, time: 0.956, data_time: 0.005, memory: 10398, top1_acc: 0.7115, top5_acc: 0.9125, loss_cls: 1.1207, loss: 1.1207, grad_norm: 6.2241 2020-10-12 08:50:33,710 - mmaction - INFO - Epoch [24][4400/5010] lr: 7.500e-04, eta: 1 day, 13:09:21, time: 0.956, data_time: 0.005, memory: 10398, top1_acc: 0.7271, top5_acc: 0.8969, loss_cls: 1.1266, loss: 1.1266, grad_norm: 6.3333 2020-10-12 08:50:53,387 - mmaction - INFO - Epoch [24][4420/5010] lr: 7.500e-04, eta: 1 day, 13:09:00, time: 0.984, data_time: 0.002, memory: 10398, top1_acc: 0.7531, top5_acc: 0.8990, loss_cls: 1.0400, loss: 1.0400, grad_norm: 5.7882 2020-10-12 08:51:12,250 - mmaction - INFO - Epoch [24][4440/5010] lr: 7.500e-04, eta: 1 day, 13:08:38, time: 0.942, data_time: 0.005, memory: 10398, top1_acc: 0.7042, top5_acc: 0.8990, loss_cls: 1.1047, loss: 1.1047, grad_norm: 6.4370 2020-10-12 08:51:32,624 - mmaction - INFO - Epoch [24][4460/5010] lr: 7.500e-04, eta: 1 day, 13:08:17, time: 1.020, data_time: 0.006, memory: 10398, top1_acc: 0.7063, top5_acc: 0.8844, loss_cls: 1.1491, loss: 1.1491, grad_norm: 6.3223 2020-10-12 08:51:52,234 - mmaction - INFO - Epoch [24][4480/5010] lr: 7.500e-04, eta: 1 day, 13:07:56, time: 0.981, data_time: 0.003, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9021, loss_cls: 1.1214, loss: 1.1214, grad_norm: 6.1441 2020-10-12 08:52:11,274 - mmaction - INFO - Epoch [24][4500/5010] lr: 7.500e-04, eta: 1 day, 13:07:34, time: 0.948, data_time: 0.004, memory: 10398, top1_acc: 0.7625, top5_acc: 0.8948, loss_cls: 1.0371, loss: 1.0371, grad_norm: 5.9901 2020-10-12 08:52:29,870 - mmaction - INFO - Epoch [24][4520/5010] lr: 7.500e-04, eta: 1 day, 13:07:11, time: 0.934, data_time: 0.007, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9094, loss_cls: 1.0299, loss: 1.0299, grad_norm: 5.9811 2020-10-12 08:52:48,836 - mmaction - INFO - Epoch [24][4540/5010] lr: 7.500e-04, eta: 1 day, 13:06:49, time: 0.948, data_time: 0.002, memory: 10398, top1_acc: 0.7198, top5_acc: 0.9115, loss_cls: 1.0597, loss: 1.0597, grad_norm: 6.1065 2020-10-12 08:53:08,463 - mmaction - INFO - Epoch [24][4560/5010] lr: 7.500e-04, eta: 1 day, 13:06:28, time: 0.981, data_time: 0.004, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9010, loss_cls: 1.0596, loss: 1.0596, grad_norm: 5.8522 2020-10-12 08:53:28,027 - mmaction - INFO - Epoch [24][4580/5010] lr: 7.500e-04, eta: 1 day, 13:06:07, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.7104, top5_acc: 0.9000, loss_cls: 1.1055, loss: 1.1055, grad_norm: 5.9746 2020-10-12 08:53:46,453 - mmaction - INFO - Epoch [24][4600/5010] lr: 7.500e-04, eta: 1 day, 13:05:44, time: 0.923, data_time: 0.003, memory: 10398, top1_acc: 0.6844, top5_acc: 0.9000, loss_cls: 1.1359, loss: 1.1359, grad_norm: 6.5396 2020-10-12 08:54:05,591 - mmaction - INFO - Epoch [24][4620/5010] lr: 7.500e-04, eta: 1 day, 13:05:22, time: 0.954, data_time: 0.004, memory: 10398, top1_acc: 0.6990, top5_acc: 0.8927, loss_cls: 1.1475, loss: 1.1475, grad_norm: 6.2638 2020-10-12 08:54:29,710 - mmaction - INFO - Epoch [24][4640/5010] lr: 7.500e-04, eta: 1 day, 13:05:06, time: 1.209, data_time: 0.007, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9156, loss_cls: 0.9650, loss: 0.9650, grad_norm: 5.8249 2020-10-12 08:54:48,174 - mmaction - INFO - Epoch [24][4660/5010] lr: 7.500e-04, eta: 1 day, 13:04:43, time: 0.924, data_time: 0.002, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9000, loss_cls: 1.0198, loss: 1.0198, grad_norm: 6.1001 2020-10-12 08:55:07,723 - mmaction - INFO - Epoch [24][4680/5010] lr: 7.500e-04, eta: 1 day, 13:04:22, time: 0.977, data_time: 0.004, memory: 10398, top1_acc: 0.7021, top5_acc: 0.8823, loss_cls: 1.1872, loss: 1.1872, grad_norm: 6.3264 2020-10-12 08:55:26,418 - mmaction - INFO - Epoch [24][4700/5010] lr: 7.500e-04, eta: 1 day, 13:03:59, time: 0.934, data_time: 0.002, memory: 10398, top1_acc: 0.7125, top5_acc: 0.8927, loss_cls: 1.1054, loss: 1.1054, grad_norm: 6.1113 2020-10-12 08:55:45,318 - mmaction - INFO - Epoch [24][4720/5010] lr: 7.500e-04, eta: 1 day, 13:03:37, time: 0.945, data_time: 0.002, memory: 10398, top1_acc: 0.7146, top5_acc: 0.8938, loss_cls: 1.1452, loss: 1.1452, grad_norm: 6.2988 2020-10-12 08:56:04,185 - mmaction - INFO - Epoch [24][4740/5010] lr: 7.500e-04, eta: 1 day, 13:03:15, time: 0.941, data_time: 0.006, memory: 10398, top1_acc: 0.7156, top5_acc: 0.9021, loss_cls: 1.1110, loss: 1.1110, grad_norm: 6.2891 2020-10-12 08:56:23,690 - mmaction - INFO - Epoch [24][4760/5010] lr: 7.500e-04, eta: 1 day, 13:02:54, time: 0.977, data_time: 0.006, memory: 10398, top1_acc: 0.7219, top5_acc: 0.9063, loss_cls: 1.0728, loss: 1.0728, grad_norm: 6.1946 2020-10-12 08:56:42,435 - mmaction - INFO - Epoch [24][4780/5010] lr: 7.500e-04, eta: 1 day, 13:02:31, time: 0.937, data_time: 0.002, memory: 10398, top1_acc: 0.7375, top5_acc: 0.8990, loss_cls: 1.0813, loss: 1.0813, grad_norm: 6.1647 2020-10-12 08:57:01,134 - mmaction - INFO - Epoch [24][4800/5010] lr: 7.500e-04, eta: 1 day, 13:02:09, time: 0.933, data_time: 0.005, memory: 10398, top1_acc: 0.7333, top5_acc: 0.8906, loss_cls: 1.0631, loss: 1.0631, grad_norm: 6.1249 2020-10-12 08:57:20,447 - mmaction - INFO - Epoch [24][4820/5010] lr: 7.500e-04, eta: 1 day, 13:01:47, time: 0.967, data_time: 0.005, memory: 10398, top1_acc: 0.7146, top5_acc: 0.8854, loss_cls: 1.1132, loss: 1.1132, grad_norm: 6.3748 2020-10-12 08:57:39,388 - mmaction - INFO - Epoch [24][4840/5010] lr: 7.500e-04, eta: 1 day, 13:01:25, time: 0.944, data_time: 0.005, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9031, loss_cls: 1.0270, loss: 1.0270, grad_norm: 6.0213 2020-10-12 08:57:58,189 - mmaction - INFO - Epoch [24][4860/5010] lr: 7.500e-04, eta: 1 day, 13:01:03, time: 0.943, data_time: 0.008, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9135, loss_cls: 1.0420, loss: 1.0420, grad_norm: 5.7966 2020-10-12 08:58:17,208 - mmaction - INFO - Epoch [24][4880/5010] lr: 7.500e-04, eta: 1 day, 13:00:41, time: 0.949, data_time: 0.005, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9208, loss_cls: 1.0231, loss: 1.0231, grad_norm: 5.9475 2020-10-12 08:58:36,840 - mmaction - INFO - Epoch [24][4900/5010] lr: 7.500e-04, eta: 1 day, 13:00:20, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.7104, top5_acc: 0.8906, loss_cls: 1.1294, loss: 1.1294, grad_norm: 6.1963 2020-10-12 08:58:56,235 - mmaction - INFO - Epoch [24][4920/5010] lr: 7.500e-04, eta: 1 day, 12:59:58, time: 0.968, data_time: 0.004, memory: 10398, top1_acc: 0.7240, top5_acc: 0.8875, loss_cls: 1.1402, loss: 1.1402, grad_norm: 6.0291 2020-10-12 08:59:16,461 - mmaction - INFO - Epoch [24][4940/5010] lr: 7.500e-04, eta: 1 day, 12:59:38, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.7198, top5_acc: 0.9010, loss_cls: 1.1364, loss: 1.1364, grad_norm: 6.2633 2020-10-12 08:59:34,971 - mmaction - INFO - Epoch [24][4960/5010] lr: 7.500e-04, eta: 1 day, 12:59:15, time: 0.924, data_time: 0.005, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9000, loss_cls: 1.0336, loss: 1.0336, grad_norm: 5.8333 2020-10-12 08:59:53,863 - mmaction - INFO - Epoch [24][4980/5010] lr: 7.500e-04, eta: 1 day, 12:58:53, time: 0.946, data_time: 0.005, memory: 10398, top1_acc: 0.7198, top5_acc: 0.8917, loss_cls: 1.0806, loss: 1.0806, grad_norm: 6.0154 2020-10-12 09:00:15,108 - mmaction - INFO - Epoch [24][5000/5010] lr: 7.500e-04, eta: 1 day, 12:58:33, time: 1.056, data_time: 0.005, memory: 10398, top1_acc: 0.7073, top5_acc: 0.8948, loss_cls: 1.1595, loss: 1.1595, grad_norm: 6.5682 2020-10-12 09:00:55,154 - mmaction - INFO - Epoch [25][20/5010] lr: 7.500e-04, eta: 1 day, 12:58:02, time: 1.516, data_time: 0.653, memory: 10398, top1_acc: 0.7313, top5_acc: 0.8990, loss_cls: 1.0759, loss: 1.0759, grad_norm: 5.9956 2020-10-12 09:01:12,902 - mmaction - INFO - Epoch [25][40/5010] lr: 7.500e-04, eta: 1 day, 12:57:39, time: 0.891, data_time: 0.007, memory: 10398, top1_acc: 0.7010, top5_acc: 0.8958, loss_cls: 1.1131, loss: 1.1131, grad_norm: 6.1033 2020-10-12 09:01:32,259 - mmaction - INFO - Epoch [25][60/5010] lr: 7.500e-04, eta: 1 day, 12:57:17, time: 0.968, data_time: 0.005, memory: 10398, top1_acc: 0.7010, top5_acc: 0.9010, loss_cls: 1.0969, loss: 1.0969, grad_norm: 6.1597 2020-10-12 09:01:51,784 - mmaction - INFO - Epoch [25][80/5010] lr: 7.500e-04, eta: 1 day, 12:56:56, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9167, loss_cls: 1.0020, loss: 1.0020, grad_norm: 5.8132 2020-10-12 09:02:10,777 - mmaction - INFO - Epoch [25][100/5010] lr: 7.500e-04, eta: 1 day, 12:56:34, time: 0.946, data_time: 0.005, memory: 10398, top1_acc: 0.7271, top5_acc: 0.8958, loss_cls: 1.0856, loss: 1.0856, grad_norm: 6.3438 2020-10-12 09:02:31,895 - mmaction - INFO - Epoch [25][120/5010] lr: 7.500e-04, eta: 1 day, 12:56:14, time: 1.058, data_time: 0.007, memory: 10398, top1_acc: 0.7083, top5_acc: 0.8938, loss_cls: 1.1824, loss: 1.1824, grad_norm: 6.6154 2020-10-12 09:02:50,125 - mmaction - INFO - Epoch [25][140/5010] lr: 7.500e-04, eta: 1 day, 12:55:51, time: 0.914, data_time: 0.006, memory: 10398, top1_acc: 0.7177, top5_acc: 0.8958, loss_cls: 1.0711, loss: 1.0711, grad_norm: 6.1802 2020-10-12 09:03:09,061 - mmaction - INFO - Epoch [25][160/5010] lr: 7.500e-04, eta: 1 day, 12:55:29, time: 0.947, data_time: 0.002, memory: 10398, top1_acc: 0.7271, top5_acc: 0.8979, loss_cls: 1.0859, loss: 1.0859, grad_norm: 6.0291 2020-10-12 09:03:29,569 - mmaction - INFO - Epoch [25][180/5010] lr: 7.500e-04, eta: 1 day, 12:55:09, time: 1.026, data_time: 0.002, memory: 10398, top1_acc: 0.7125, top5_acc: 0.8958, loss_cls: 1.0872, loss: 1.0872, grad_norm: 6.2094 2020-10-12 09:03:47,945 - mmaction - INFO - Epoch [25][200/5010] lr: 7.500e-04, eta: 1 day, 12:54:46, time: 0.918, data_time: 0.002, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.1166, loss: 1.1166, grad_norm: 6.1808 2020-10-12 09:04:08,395 - mmaction - INFO - Epoch [25][220/5010] lr: 7.500e-04, eta: 1 day, 12:54:26, time: 1.021, data_time: 0.005, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9031, loss_cls: 1.0993, loss: 1.0993, grad_norm: 5.9700 2020-10-12 09:04:27,106 - mmaction - INFO - Epoch [25][240/5010] lr: 7.500e-04, eta: 1 day, 12:54:04, time: 0.937, data_time: 0.005, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9042, loss_cls: 1.0723, loss: 1.0723, grad_norm: 6.1589 2020-10-12 09:04:45,986 - mmaction - INFO - Epoch [25][260/5010] lr: 7.500e-04, eta: 1 day, 12:53:41, time: 0.944, data_time: 0.002, memory: 10398, top1_acc: 0.7031, top5_acc: 0.8792, loss_cls: 1.1748, loss: 1.1748, grad_norm: 6.3935 2020-10-12 09:05:06,294 - mmaction - INFO - Epoch [25][280/5010] lr: 7.500e-04, eta: 1 day, 12:53:21, time: 1.016, data_time: 0.005, memory: 10398, top1_acc: 0.7208, top5_acc: 0.9104, loss_cls: 1.0656, loss: 1.0656, grad_norm: 6.2139 2020-10-12 09:05:25,647 - mmaction - INFO - Epoch [25][300/5010] lr: 7.500e-04, eta: 1 day, 12:52:59, time: 0.967, data_time: 0.002, memory: 10398, top1_acc: 0.7031, top5_acc: 0.8927, loss_cls: 1.1213, loss: 1.1213, grad_norm: 6.0173 2020-10-12 09:05:44,828 - mmaction - INFO - Epoch [25][320/5010] lr: 7.500e-04, eta: 1 day, 12:52:38, time: 0.959, data_time: 0.002, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9115, loss_cls: 1.0474, loss: 1.0474, grad_norm: 6.0411 2020-10-12 09:06:03,371 - mmaction - INFO - Epoch [25][340/5010] lr: 7.500e-04, eta: 1 day, 12:52:15, time: 0.924, data_time: 0.005, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9229, loss_cls: 1.0223, loss: 1.0223, grad_norm: 6.0798 2020-10-12 09:06:23,687 - mmaction - INFO - Epoch [25][360/5010] lr: 7.500e-04, eta: 1 day, 12:51:55, time: 1.019, data_time: 0.007, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 0.9511, loss: 0.9511, grad_norm: 5.9793 2020-10-12 09:06:42,616 - mmaction - INFO - Epoch [25][380/5010] lr: 7.500e-04, eta: 1 day, 12:51:32, time: 0.946, data_time: 0.002, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9063, loss_cls: 1.0208, loss: 1.0208, grad_norm: 6.0053 2020-10-12 09:07:02,722 - mmaction - INFO - Epoch [25][400/5010] lr: 7.500e-04, eta: 1 day, 12:51:12, time: 1.006, data_time: 0.004, memory: 10398, top1_acc: 0.7229, top5_acc: 0.9177, loss_cls: 1.0092, loss: 1.0092, grad_norm: 6.2893 2020-10-12 09:07:21,390 - mmaction - INFO - Epoch [25][420/5010] lr: 7.500e-04, eta: 1 day, 12:50:49, time: 0.933, data_time: 0.006, memory: 10398, top1_acc: 0.7125, top5_acc: 0.8927, loss_cls: 1.1406, loss: 1.1406, grad_norm: 6.3720 2020-10-12 09:07:40,646 - mmaction - INFO - Epoch [25][440/5010] lr: 7.500e-04, eta: 1 day, 12:50:28, time: 0.963, data_time: 0.003, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9083, loss_cls: 1.0938, loss: 1.0938, grad_norm: 6.3429 2020-10-12 09:08:01,028 - mmaction - INFO - Epoch [25][460/5010] lr: 7.500e-04, eta: 1 day, 12:50:07, time: 1.020, data_time: 0.004, memory: 10398, top1_acc: 0.7229, top5_acc: 0.8927, loss_cls: 1.1068, loss: 1.1068, grad_norm: 6.3142 2020-10-12 09:08:20,679 - mmaction - INFO - Epoch [25][480/5010] lr: 7.500e-04, eta: 1 day, 12:49:46, time: 0.981, data_time: 0.007, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9000, loss_cls: 1.0832, loss: 1.0832, grad_norm: 6.0545 2020-10-12 09:08:39,092 - mmaction - INFO - Epoch [25][500/5010] lr: 7.500e-04, eta: 1 day, 12:49:23, time: 0.921, data_time: 0.006, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9000, loss_cls: 1.1057, loss: 1.1057, grad_norm: 6.3670 2020-10-12 09:08:58,276 - mmaction - INFO - Epoch [25][520/5010] lr: 7.500e-04, eta: 1 day, 12:49:01, time: 0.960, data_time: 0.006, memory: 10398, top1_acc: 0.7187, top5_acc: 0.9031, loss_cls: 1.0419, loss: 1.0419, grad_norm: 5.9425 2020-10-12 09:09:17,313 - mmaction - INFO - Epoch [25][540/5010] lr: 7.500e-04, eta: 1 day, 12:48:40, time: 0.952, data_time: 0.004, memory: 10398, top1_acc: 0.7146, top5_acc: 0.8979, loss_cls: 1.1306, loss: 1.1306, grad_norm: 6.1819 2020-10-12 09:09:37,384 - mmaction - INFO - Epoch [25][560/5010] lr: 7.500e-04, eta: 1 day, 12:48:19, time: 1.000, data_time: 0.005, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9021, loss_cls: 1.0490, loss: 1.0490, grad_norm: 6.1471 2020-10-12 09:09:57,191 - mmaction - INFO - Epoch [25][580/5010] lr: 7.500e-04, eta: 1 day, 12:47:58, time: 0.994, data_time: 0.007, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9063, loss_cls: 1.0557, loss: 1.0557, grad_norm: 6.2776 2020-10-12 09:10:17,201 - mmaction - INFO - Epoch [25][600/5010] lr: 7.500e-04, eta: 1 day, 12:47:37, time: 0.999, data_time: 0.005, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9000, loss_cls: 1.0876, loss: 1.0876, grad_norm: 6.2598 2020-10-12 09:10:36,595 - mmaction - INFO - Epoch [25][620/5010] lr: 7.500e-04, eta: 1 day, 12:47:15, time: 0.971, data_time: 0.005, memory: 10398, top1_acc: 0.7094, top5_acc: 0.8917, loss_cls: 1.1249, loss: 1.1249, grad_norm: 6.2203 2020-10-12 09:10:56,349 - mmaction - INFO - Epoch [25][640/5010] lr: 7.500e-04, eta: 1 day, 12:46:54, time: 0.986, data_time: 0.005, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9063, loss_cls: 1.0546, loss: 1.0546, grad_norm: 5.9436 2020-10-12 09:11:16,263 - mmaction - INFO - Epoch [25][660/5010] lr: 7.500e-04, eta: 1 day, 12:46:33, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9063, loss_cls: 1.0670, loss: 1.0670, grad_norm: 6.0483 2020-10-12 09:11:36,171 - mmaction - INFO - Epoch [25][680/5010] lr: 7.500e-04, eta: 1 day, 12:46:12, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0393, loss: 1.0393, grad_norm: 6.1912 2020-10-12 09:11:55,197 - mmaction - INFO - Epoch [25][700/5010] lr: 7.500e-04, eta: 1 day, 12:45:50, time: 0.951, data_time: 0.005, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9042, loss_cls: 1.0389, loss: 1.0389, grad_norm: 6.2122 2020-10-12 09:12:14,280 - mmaction - INFO - Epoch [25][720/5010] lr: 7.500e-04, eta: 1 day, 12:45:28, time: 0.954, data_time: 0.002, memory: 10398, top1_acc: 0.7260, top5_acc: 0.8844, loss_cls: 1.0926, loss: 1.0926, grad_norm: 5.9828 2020-10-12 09:12:33,882 - mmaction - INFO - Epoch [25][740/5010] lr: 7.500e-04, eta: 1 day, 12:45:07, time: 0.980, data_time: 0.005, memory: 10398, top1_acc: 0.7365, top5_acc: 0.8990, loss_cls: 1.0643, loss: 1.0643, grad_norm: 6.1669 2020-10-12 09:12:53,006 - mmaction - INFO - Epoch [25][760/5010] lr: 7.500e-04, eta: 1 day, 12:44:45, time: 0.956, data_time: 0.002, memory: 10398, top1_acc: 0.7146, top5_acc: 0.8896, loss_cls: 1.1133, loss: 1.1133, grad_norm: 6.0835 2020-10-12 09:13:12,226 - mmaction - INFO - Epoch [25][780/5010] lr: 7.500e-04, eta: 1 day, 12:44:23, time: 0.961, data_time: 0.004, memory: 10398, top1_acc: 0.7229, top5_acc: 0.8958, loss_cls: 1.0625, loss: 1.0625, grad_norm: 6.2142 2020-10-12 09:13:31,299 - mmaction - INFO - Epoch [25][800/5010] lr: 7.500e-04, eta: 1 day, 12:44:02, time: 0.953, data_time: 0.002, memory: 10398, top1_acc: 0.7187, top5_acc: 0.9000, loss_cls: 1.0901, loss: 1.0901, grad_norm: 6.1824 2020-10-12 09:13:50,438 - mmaction - INFO - Epoch [25][820/5010] lr: 7.500e-04, eta: 1 day, 12:43:40, time: 0.958, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9094, loss_cls: 0.9668, loss: 0.9668, grad_norm: 5.8322 2020-10-12 09:14:09,572 - mmaction - INFO - Epoch [25][840/5010] lr: 7.500e-04, eta: 1 day, 12:43:18, time: 0.955, data_time: 0.006, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9146, loss_cls: 1.0105, loss: 1.0105, grad_norm: 5.9942 2020-10-12 09:14:30,103 - mmaction - INFO - Epoch [25][860/5010] lr: 7.500e-04, eta: 1 day, 12:42:58, time: 1.028, data_time: 0.006, memory: 10398, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.0867, loss: 1.0867, grad_norm: 6.1677 2020-10-12 09:14:48,913 - mmaction - INFO - Epoch [25][880/5010] lr: 7.500e-04, eta: 1 day, 12:42:35, time: 0.941, data_time: 0.002, memory: 10398, top1_acc: 0.7104, top5_acc: 0.8823, loss_cls: 1.1482, loss: 1.1482, grad_norm: 6.2409 2020-10-12 09:15:08,491 - mmaction - INFO - Epoch [25][900/5010] lr: 7.500e-04, eta: 1 day, 12:42:14, time: 0.979, data_time: 0.005, memory: 10398, top1_acc: 0.7229, top5_acc: 0.9021, loss_cls: 1.0696, loss: 1.0696, grad_norm: 6.2105 2020-10-12 09:15:27,638 - mmaction - INFO - Epoch [25][920/5010] lr: 7.500e-04, eta: 1 day, 12:41:52, time: 0.958, data_time: 0.002, memory: 10398, top1_acc: 0.7240, top5_acc: 0.8979, loss_cls: 1.0948, loss: 1.0948, grad_norm: 6.0801 2020-10-12 09:15:47,260 - mmaction - INFO - Epoch [25][940/5010] lr: 7.500e-04, eta: 1 day, 12:41:31, time: 0.981, data_time: 0.002, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9000, loss_cls: 1.0692, loss: 1.0692, grad_norm: 6.0194 2020-10-12 09:16:06,100 - mmaction - INFO - Epoch [25][960/5010] lr: 7.500e-04, eta: 1 day, 12:41:09, time: 0.941, data_time: 0.004, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9135, loss_cls: 1.0350, loss: 1.0350, grad_norm: 5.9920 2020-10-12 09:16:26,228 - mmaction - INFO - Epoch [25][980/5010] lr: 7.500e-04, eta: 1 day, 12:40:48, time: 1.007, data_time: 0.005, memory: 10398, top1_acc: 0.7073, top5_acc: 0.9021, loss_cls: 1.1472, loss: 1.1472, grad_norm: 6.3627 2020-10-12 09:16:45,923 - mmaction - INFO - Epoch [25][1000/5010] lr: 7.500e-04, eta: 1 day, 12:40:27, time: 0.986, data_time: 0.003, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9125, loss_cls: 1.0474, loss: 1.0474, grad_norm: 6.1227 2020-10-12 09:17:05,333 - mmaction - INFO - Epoch [25][1020/5010] lr: 7.500e-04, eta: 1 day, 12:40:05, time: 0.969, data_time: 0.004, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9052, loss_cls: 1.0853, loss: 1.0853, grad_norm: 6.3111 2020-10-12 09:17:25,061 - mmaction - INFO - Epoch [25][1040/5010] lr: 7.500e-04, eta: 1 day, 12:39:44, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9052, loss_cls: 1.0114, loss: 1.0114, grad_norm: 6.0637 2020-10-12 09:17:43,936 - mmaction - INFO - Epoch [25][1060/5010] lr: 7.500e-04, eta: 1 day, 12:39:22, time: 0.944, data_time: 0.002, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9042, loss_cls: 1.0399, loss: 1.0399, grad_norm: 6.2292 2020-10-12 09:18:03,923 - mmaction - INFO - Epoch [25][1080/5010] lr: 7.500e-04, eta: 1 day, 12:39:01, time: 0.995, data_time: 0.004, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9063, loss_cls: 1.0534, loss: 1.0534, grad_norm: 6.1938 2020-10-12 09:18:23,693 - mmaction - INFO - Epoch [25][1100/5010] lr: 7.500e-04, eta: 1 day, 12:38:40, time: 0.992, data_time: 0.007, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9000, loss_cls: 1.0580, loss: 1.0580, grad_norm: 6.2507 2020-10-12 09:18:42,469 - mmaction - INFO - Epoch [25][1120/5010] lr: 7.500e-04, eta: 1 day, 12:38:18, time: 0.939, data_time: 0.002, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9125, loss_cls: 0.9976, loss: 0.9976, grad_norm: 5.9175 2020-10-12 09:19:02,124 - mmaction - INFO - Epoch [25][1140/5010] lr: 7.500e-04, eta: 1 day, 12:37:57, time: 0.980, data_time: 0.005, memory: 10398, top1_acc: 0.7479, top5_acc: 0.8948, loss_cls: 1.0804, loss: 1.0804, grad_norm: 6.2235 2020-10-12 09:19:20,937 - mmaction - INFO - Epoch [25][1160/5010] lr: 7.500e-04, eta: 1 day, 12:37:35, time: 0.943, data_time: 0.006, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9115, loss_cls: 0.9736, loss: 0.9736, grad_norm: 5.8417 2020-10-12 09:19:40,755 - mmaction - INFO - Epoch [25][1180/5010] lr: 7.500e-04, eta: 1 day, 12:37:13, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.7156, top5_acc: 0.9115, loss_cls: 1.0470, loss: 1.0470, grad_norm: 6.1108 2020-10-12 09:20:01,195 - mmaction - INFO - Epoch [25][1200/5010] lr: 7.500e-04, eta: 1 day, 12:36:53, time: 1.023, data_time: 0.005, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9104, loss_cls: 0.9843, loss: 0.9843, grad_norm: 6.0032 2020-10-12 09:20:21,616 - mmaction - INFO - Epoch [25][1220/5010] lr: 7.500e-04, eta: 1 day, 12:36:33, time: 1.021, data_time: 0.005, memory: 10398, top1_acc: 0.7365, top5_acc: 0.8969, loss_cls: 1.0527, loss: 1.0527, grad_norm: 6.2331 2020-10-12 09:20:40,303 - mmaction - INFO - Epoch [25][1240/5010] lr: 7.500e-04, eta: 1 day, 12:36:10, time: 0.935, data_time: 0.002, memory: 10398, top1_acc: 0.7135, top5_acc: 0.8792, loss_cls: 1.2002, loss: 1.2002, grad_norm: 6.3828 2020-10-12 09:20:59,190 - mmaction - INFO - Epoch [25][1260/5010] lr: 7.500e-04, eta: 1 day, 12:35:48, time: 0.941, data_time: 0.004, memory: 10398, top1_acc: 0.7115, top5_acc: 0.8865, loss_cls: 1.1478, loss: 1.1478, grad_norm: 6.4264 2020-10-12 09:21:19,353 - mmaction - INFO - Epoch [25][1280/5010] lr: 7.500e-04, eta: 1 day, 12:35:28, time: 1.011, data_time: 0.007, memory: 10398, top1_acc: 0.7375, top5_acc: 0.8948, loss_cls: 1.0709, loss: 1.0709, grad_norm: 5.9541 2020-10-12 09:21:40,533 - mmaction - INFO - Epoch [25][1300/5010] lr: 7.500e-04, eta: 1 day, 12:35:08, time: 1.057, data_time: 0.006, memory: 10398, top1_acc: 0.7125, top5_acc: 0.8823, loss_cls: 1.1485, loss: 1.1485, grad_norm: 6.3634 2020-10-12 09:21:59,484 - mmaction - INFO - Epoch [25][1320/5010] lr: 7.500e-04, eta: 1 day, 12:34:46, time: 0.950, data_time: 0.008, memory: 10398, top1_acc: 0.7219, top5_acc: 0.8833, loss_cls: 1.1353, loss: 1.1353, grad_norm: 6.3355 2020-10-12 09:22:18,440 - mmaction - INFO - Epoch [25][1340/5010] lr: 7.500e-04, eta: 1 day, 12:34:24, time: 0.947, data_time: 0.002, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9010, loss_cls: 1.0874, loss: 1.0874, grad_norm: 6.3068 2020-10-12 09:22:37,728 - mmaction - INFO - Epoch [25][1360/5010] lr: 7.500e-04, eta: 1 day, 12:34:02, time: 0.961, data_time: 0.005, memory: 10398, top1_acc: 0.7177, top5_acc: 0.8948, loss_cls: 1.0795, loss: 1.0795, grad_norm: 6.0214 2020-10-12 09:22:57,154 - mmaction - INFO - Epoch [25][1380/5010] lr: 7.500e-04, eta: 1 day, 12:33:41, time: 0.975, data_time: 0.007, memory: 10398, top1_acc: 0.7135, top5_acc: 0.8823, loss_cls: 1.1278, loss: 1.1278, grad_norm: 6.2107 2020-10-12 09:23:16,086 - mmaction - INFO - Epoch [25][1400/5010] lr: 7.500e-04, eta: 1 day, 12:33:19, time: 0.947, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9177, loss_cls: 0.9804, loss: 0.9804, grad_norm: 5.8302 2020-10-12 09:23:35,151 - mmaction - INFO - Epoch [25][1420/5010] lr: 7.500e-04, eta: 1 day, 12:32:57, time: 0.953, data_time: 0.006, memory: 10398, top1_acc: 0.6854, top5_acc: 0.8854, loss_cls: 1.1555, loss: 1.1555, grad_norm: 6.4316 2020-10-12 09:23:54,031 - mmaction - INFO - Epoch [25][1440/5010] lr: 7.500e-04, eta: 1 day, 12:32:35, time: 0.944, data_time: 0.002, memory: 10398, top1_acc: 0.7219, top5_acc: 0.9000, loss_cls: 1.1149, loss: 1.1149, grad_norm: 6.4671 2020-10-12 09:24:13,707 - mmaction - INFO - Epoch [25][1460/5010] lr: 7.500e-04, eta: 1 day, 12:32:14, time: 0.983, data_time: 0.004, memory: 10398, top1_acc: 0.7198, top5_acc: 0.9104, loss_cls: 1.0552, loss: 1.0552, grad_norm: 6.1820 2020-10-12 09:24:32,693 - mmaction - INFO - Epoch [25][1480/5010] lr: 7.500e-04, eta: 1 day, 12:31:52, time: 0.951, data_time: 0.006, memory: 10398, top1_acc: 0.7292, top5_acc: 0.8896, loss_cls: 1.1239, loss: 1.1239, grad_norm: 6.1148 2020-10-12 09:24:51,557 - mmaction - INFO - Epoch [25][1500/5010] lr: 7.500e-04, eta: 1 day, 12:31:30, time: 0.943, data_time: 0.002, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9010, loss_cls: 1.0584, loss: 1.0584, grad_norm: 6.3593 2020-10-12 09:25:10,838 - mmaction - INFO - Epoch [25][1520/5010] lr: 7.500e-04, eta: 1 day, 12:31:08, time: 0.964, data_time: 0.005, memory: 10398, top1_acc: 0.6990, top5_acc: 0.8896, loss_cls: 1.1706, loss: 1.1706, grad_norm: 6.3975 2020-10-12 09:25:29,875 - mmaction - INFO - Epoch [25][1540/5010] lr: 7.500e-04, eta: 1 day, 12:30:46, time: 0.952, data_time: 0.002, memory: 10398, top1_acc: 0.7177, top5_acc: 0.8979, loss_cls: 1.0914, loss: 1.0914, grad_norm: 6.1416 2020-10-12 09:25:49,076 - mmaction - INFO - Epoch [25][1560/5010] lr: 7.500e-04, eta: 1 day, 12:30:24, time: 0.960, data_time: 0.002, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9031, loss_cls: 1.0768, loss: 1.0768, grad_norm: 6.1566 2020-10-12 09:26:08,397 - mmaction - INFO - Epoch [25][1580/5010] lr: 7.500e-04, eta: 1 day, 12:30:03, time: 0.964, data_time: 0.005, memory: 10398, top1_acc: 0.7271, top5_acc: 0.8917, loss_cls: 1.1103, loss: 1.1103, grad_norm: 6.2112 2020-10-12 09:26:27,238 - mmaction - INFO - Epoch [25][1600/5010] lr: 7.500e-04, eta: 1 day, 12:29:41, time: 0.944, data_time: 0.006, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9135, loss_cls: 0.9946, loss: 0.9946, grad_norm: 5.8929 2020-10-12 09:26:46,811 - mmaction - INFO - Epoch [25][1620/5010] lr: 7.500e-04, eta: 1 day, 12:29:19, time: 0.979, data_time: 0.002, memory: 10398, top1_acc: 0.7313, top5_acc: 0.9010, loss_cls: 1.0566, loss: 1.0566, grad_norm: 6.0434 2020-10-12 09:27:05,686 - mmaction - INFO - Epoch [25][1640/5010] lr: 7.500e-04, eta: 1 day, 12:28:57, time: 0.942, data_time: 0.005, memory: 10398, top1_acc: 0.7135, top5_acc: 0.8990, loss_cls: 1.1149, loss: 1.1149, grad_norm: 6.5049 2020-10-12 09:27:24,838 - mmaction - INFO - Epoch [25][1660/5010] lr: 7.500e-04, eta: 1 day, 12:28:36, time: 0.959, data_time: 0.005, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9042, loss_cls: 1.0530, loss: 1.0530, grad_norm: 6.0424 2020-10-12 09:27:43,969 - mmaction - INFO - Epoch [25][1680/5010] lr: 7.500e-04, eta: 1 day, 12:28:14, time: 0.957, data_time: 0.002, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9021, loss_cls: 1.0075, loss: 1.0075, grad_norm: 6.2287 2020-10-12 09:28:02,968 - mmaction - INFO - Epoch [25][1700/5010] lr: 7.500e-04, eta: 1 day, 12:27:52, time: 0.947, data_time: 0.004, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9010, loss_cls: 1.0727, loss: 1.0727, grad_norm: 6.2824 2020-10-12 09:28:22,200 - mmaction - INFO - Epoch [25][1720/5010] lr: 7.500e-04, eta: 1 day, 12:27:30, time: 0.965, data_time: 0.007, memory: 10398, top1_acc: 0.7031, top5_acc: 0.9031, loss_cls: 1.0944, loss: 1.0944, grad_norm: 6.2565 2020-10-12 09:28:41,430 - mmaction - INFO - Epoch [25][1740/5010] lr: 7.500e-04, eta: 1 day, 12:27:09, time: 0.961, data_time: 0.002, memory: 10398, top1_acc: 0.7062, top5_acc: 0.8927, loss_cls: 1.1072, loss: 1.1072, grad_norm: 6.2259 2020-10-12 09:29:00,428 - mmaction - INFO - Epoch [25][1760/5010] lr: 7.500e-04, eta: 1 day, 12:26:47, time: 0.948, data_time: 0.005, memory: 10398, top1_acc: 0.7229, top5_acc: 0.9104, loss_cls: 1.0128, loss: 1.0128, grad_norm: 6.0611 2020-10-12 09:29:20,194 - mmaction - INFO - Epoch [25][1780/5010] lr: 7.500e-04, eta: 1 day, 12:26:26, time: 0.990, data_time: 0.005, memory: 10398, top1_acc: 0.7292, top5_acc: 0.8958, loss_cls: 1.0898, loss: 1.0898, grad_norm: 6.1762 2020-10-12 09:29:39,830 - mmaction - INFO - Epoch [25][1800/5010] lr: 7.500e-04, eta: 1 day, 12:26:04, time: 0.980, data_time: 0.005, memory: 10398, top1_acc: 0.7115, top5_acc: 0.8979, loss_cls: 1.1093, loss: 1.1093, grad_norm: 6.1837 2020-10-12 09:29:58,565 - mmaction - INFO - Epoch [25][1820/5010] lr: 7.500e-04, eta: 1 day, 12:25:42, time: 0.938, data_time: 0.005, memory: 10398, top1_acc: 0.7031, top5_acc: 0.8990, loss_cls: 1.1346, loss: 1.1346, grad_norm: 6.3587 2020-10-12 09:30:18,811 - mmaction - INFO - Epoch [25][1840/5010] lr: 7.500e-04, eta: 1 day, 12:25:21, time: 1.012, data_time: 0.005, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9042, loss_cls: 1.0514, loss: 1.0514, grad_norm: 6.0272 2020-10-12 09:30:38,712 - mmaction - INFO - Epoch [25][1860/5010] lr: 7.500e-04, eta: 1 day, 12:25:00, time: 0.993, data_time: 0.006, memory: 10398, top1_acc: 0.7365, top5_acc: 0.8979, loss_cls: 1.0665, loss: 1.0665, grad_norm: 6.0662 2020-10-12 09:30:58,007 - mmaction - INFO - Epoch [25][1880/5010] lr: 7.500e-04, eta: 1 day, 12:24:39, time: 0.967, data_time: 0.007, memory: 10398, top1_acc: 0.7271, top5_acc: 0.8896, loss_cls: 1.1218, loss: 1.1218, grad_norm: 6.1101 2020-10-12 09:31:17,168 - mmaction - INFO - Epoch [25][1900/5010] lr: 7.500e-04, eta: 1 day, 12:24:17, time: 0.955, data_time: 0.005, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9094, loss_cls: 1.0528, loss: 1.0528, grad_norm: 6.0209 2020-10-12 09:31:37,029 - mmaction - INFO - Epoch [25][1920/5010] lr: 7.500e-04, eta: 1 day, 12:23:56, time: 0.996, data_time: 0.007, memory: 10398, top1_acc: 0.7313, top5_acc: 0.8948, loss_cls: 1.1038, loss: 1.1038, grad_norm: 6.0827 2020-10-12 09:31:55,978 - mmaction - INFO - Epoch [25][1940/5010] lr: 7.500e-04, eta: 1 day, 12:23:34, time: 0.946, data_time: 0.004, memory: 10398, top1_acc: 0.7406, top5_acc: 0.8948, loss_cls: 1.0504, loss: 1.0504, grad_norm: 6.0059 2020-10-12 09:32:15,183 - mmaction - INFO - Epoch [25][1960/5010] lr: 7.500e-04, eta: 1 day, 12:23:12, time: 0.962, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9073, loss_cls: 1.0212, loss: 1.0212, grad_norm: 5.9450 2020-10-12 09:32:35,168 - mmaction - INFO - Epoch [25][1980/5010] lr: 7.500e-04, eta: 1 day, 12:22:52, time: 0.999, data_time: 0.005, memory: 10398, top1_acc: 0.7146, top5_acc: 0.8990, loss_cls: 1.1159, loss: 1.1159, grad_norm: 6.2728 2020-10-12 09:32:54,924 - mmaction - INFO - Epoch [25][2000/5010] lr: 7.500e-04, eta: 1 day, 12:22:30, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.7385, top5_acc: 0.8969, loss_cls: 1.0130, loss: 1.0130, grad_norm: 6.0305 2020-10-12 09:33:14,220 - mmaction - INFO - Epoch [25][2020/5010] lr: 7.500e-04, eta: 1 day, 12:22:09, time: 0.961, data_time: 0.005, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9052, loss_cls: 1.0453, loss: 1.0453, grad_norm: 6.2952 2020-10-12 09:33:33,491 - mmaction - INFO - Epoch [25][2040/5010] lr: 7.500e-04, eta: 1 day, 12:21:47, time: 0.967, data_time: 0.007, memory: 10398, top1_acc: 0.7146, top5_acc: 0.9010, loss_cls: 1.1159, loss: 1.1159, grad_norm: 6.3179 2020-10-12 09:33:54,429 - mmaction - INFO - Epoch [25][2060/5010] lr: 7.500e-04, eta: 1 day, 12:21:27, time: 1.046, data_time: 0.002, memory: 10398, top1_acc: 0.7115, top5_acc: 0.8979, loss_cls: 1.1283, loss: 1.1283, grad_norm: 6.1982 2020-10-12 09:34:13,375 - mmaction - INFO - Epoch [25][2080/5010] lr: 7.500e-04, eta: 1 day, 12:21:05, time: 0.945, data_time: 0.006, memory: 10398, top1_acc: 0.7198, top5_acc: 0.9010, loss_cls: 1.0598, loss: 1.0598, grad_norm: 6.1606 2020-10-12 09:34:32,573 - mmaction - INFO - Epoch [25][2100/5010] lr: 7.500e-04, eta: 1 day, 12:20:44, time: 0.963, data_time: 0.007, memory: 10398, top1_acc: 0.7260, top5_acc: 0.9115, loss_cls: 1.0268, loss: 1.0268, grad_norm: 6.0324 2020-10-12 09:34:51,397 - mmaction - INFO - Epoch [25][2120/5010] lr: 7.500e-04, eta: 1 day, 12:20:22, time: 0.941, data_time: 0.002, memory: 10398, top1_acc: 0.7104, top5_acc: 0.9021, loss_cls: 1.1080, loss: 1.1080, grad_norm: 6.2462 2020-10-12 09:35:10,786 - mmaction - INFO - Epoch [25][2140/5010] lr: 7.500e-04, eta: 1 day, 12:20:00, time: 0.970, data_time: 0.005, memory: 10398, top1_acc: 0.7198, top5_acc: 0.8865, loss_cls: 1.1415, loss: 1.1415, grad_norm: 6.3702 2020-10-12 09:35:31,362 - mmaction - INFO - Epoch [25][2160/5010] lr: 7.500e-04, eta: 1 day, 12:19:40, time: 1.027, data_time: 0.002, memory: 10398, top1_acc: 0.7292, top5_acc: 0.8979, loss_cls: 1.0731, loss: 1.0731, grad_norm: 6.0869 2020-10-12 09:35:51,212 - mmaction - INFO - Epoch [25][2180/5010] lr: 7.500e-04, eta: 1 day, 12:19:19, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.7333, top5_acc: 0.8896, loss_cls: 1.1048, loss: 1.1048, grad_norm: 6.2639 2020-10-12 09:36:09,915 - mmaction - INFO - Epoch [25][2200/5010] lr: 7.500e-04, eta: 1 day, 12:18:57, time: 0.933, data_time: 0.006, memory: 10398, top1_acc: 0.7135, top5_acc: 0.8979, loss_cls: 1.0752, loss: 1.0752, grad_norm: 6.3029 2020-10-12 09:36:30,427 - mmaction - INFO - Epoch [25][2220/5010] lr: 7.500e-04, eta: 1 day, 12:18:36, time: 1.029, data_time: 0.007, memory: 10398, top1_acc: 0.7229, top5_acc: 0.9031, loss_cls: 1.0850, loss: 1.0850, grad_norm: 6.3068 2020-10-12 09:36:48,962 - mmaction - INFO - Epoch [25][2240/5010] lr: 7.500e-04, eta: 1 day, 12:18:14, time: 0.927, data_time: 0.002, memory: 10398, top1_acc: 0.6990, top5_acc: 0.8760, loss_cls: 1.1520, loss: 1.1520, grad_norm: 6.2741 2020-10-12 09:37:09,653 - mmaction - INFO - Epoch [25][2260/5010] lr: 7.500e-04, eta: 1 day, 12:17:54, time: 1.033, data_time: 0.004, memory: 10398, top1_acc: 0.7271, top5_acc: 0.8948, loss_cls: 1.0988, loss: 1.0988, grad_norm: 6.0294 2020-10-12 09:37:28,793 - mmaction - INFO - Epoch [25][2280/5010] lr: 7.500e-04, eta: 1 day, 12:17:32, time: 0.958, data_time: 0.005, memory: 10398, top1_acc: 0.7302, top5_acc: 0.8958, loss_cls: 1.0554, loss: 1.0554, grad_norm: 6.0615 2020-10-12 09:37:48,313 - mmaction - INFO - Epoch [25][2300/5010] lr: 7.500e-04, eta: 1 day, 12:17:11, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.7104, top5_acc: 0.8833, loss_cls: 1.1460, loss: 1.1460, grad_norm: 6.4006 2020-10-12 09:38:06,874 - mmaction - INFO - Epoch [25][2320/5010] lr: 7.500e-04, eta: 1 day, 12:16:48, time: 0.928, data_time: 0.004, memory: 10398, top1_acc: 0.7302, top5_acc: 0.8937, loss_cls: 1.0541, loss: 1.0541, grad_norm: 6.3300 2020-10-12 09:38:26,176 - mmaction - INFO - Epoch [25][2340/5010] lr: 7.500e-04, eta: 1 day, 12:16:27, time: 0.965, data_time: 0.007, memory: 10398, top1_acc: 0.7115, top5_acc: 0.8979, loss_cls: 1.1310, loss: 1.1310, grad_norm: 6.2277 2020-10-12 09:38:46,453 - mmaction - INFO - Epoch [25][2360/5010] lr: 7.500e-04, eta: 1 day, 12:16:06, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.7250, top5_acc: 0.8979, loss_cls: 1.1147, loss: 1.1147, grad_norm: 6.4559 2020-10-12 09:39:05,182 - mmaction - INFO - Epoch [25][2380/5010] lr: 7.500e-04, eta: 1 day, 12:15:44, time: 0.934, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9083, loss_cls: 0.9741, loss: 0.9741, grad_norm: 5.8129 2020-10-12 09:39:24,497 - mmaction - INFO - Epoch [25][2400/5010] lr: 7.500e-04, eta: 1 day, 12:15:22, time: 0.967, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9094, loss_cls: 1.0109, loss: 1.0109, grad_norm: 5.9965 2020-10-12 09:39:43,374 - mmaction - INFO - Epoch [25][2420/5010] lr: 7.500e-04, eta: 1 day, 12:15:00, time: 0.945, data_time: 0.003, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9094, loss_cls: 0.9932, loss: 0.9932, grad_norm: 6.2622 2020-10-12 09:40:02,452 - mmaction - INFO - Epoch [25][2440/5010] lr: 7.500e-04, eta: 1 day, 12:14:39, time: 0.954, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9042, loss_cls: 1.0445, loss: 1.0445, grad_norm: 6.0197 2020-10-12 09:40:21,798 - mmaction - INFO - Epoch [25][2460/5010] lr: 7.500e-04, eta: 1 day, 12:14:17, time: 0.966, data_time: 0.002, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9063, loss_cls: 1.0770, loss: 1.0770, grad_norm: 6.2752 2020-10-12 09:40:41,118 - mmaction - INFO - Epoch [25][2480/5010] lr: 7.500e-04, eta: 1 day, 12:13:56, time: 0.967, data_time: 0.003, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9156, loss_cls: 1.0087, loss: 1.0087, grad_norm: 6.0350 2020-10-12 09:41:00,537 - mmaction - INFO - Epoch [25][2500/5010] lr: 7.500e-04, eta: 1 day, 12:13:34, time: 0.970, data_time: 0.005, memory: 10398, top1_acc: 0.7000, top5_acc: 0.8823, loss_cls: 1.1688, loss: 1.1688, grad_norm: 6.3300 2020-10-12 09:41:19,246 - mmaction - INFO - Epoch [25][2520/5010] lr: 7.500e-04, eta: 1 day, 12:13:12, time: 0.937, data_time: 0.006, memory: 10398, top1_acc: 0.7021, top5_acc: 0.8802, loss_cls: 1.1638, loss: 1.1638, grad_norm: 6.3114 2020-10-12 09:41:38,592 - mmaction - INFO - Epoch [25][2540/5010] lr: 7.500e-04, eta: 1 day, 12:12:50, time: 0.964, data_time: 0.004, memory: 10398, top1_acc: 0.7188, top5_acc: 0.9104, loss_cls: 1.0984, loss: 1.0984, grad_norm: 6.4387 2020-10-12 09:41:57,652 - mmaction - INFO - Epoch [25][2560/5010] lr: 7.500e-04, eta: 1 day, 12:12:29, time: 0.956, data_time: 0.007, memory: 10398, top1_acc: 0.7260, top5_acc: 0.9062, loss_cls: 1.1005, loss: 1.1005, grad_norm: 6.3746 2020-10-12 09:42:16,900 - mmaction - INFO - Epoch [25][2580/5010] lr: 7.500e-04, eta: 1 day, 12:12:07, time: 0.960, data_time: 0.005, memory: 10398, top1_acc: 0.7458, top5_acc: 0.8969, loss_cls: 1.0454, loss: 1.0454, grad_norm: 5.9978 2020-10-12 09:42:36,133 - mmaction - INFO - Epoch [25][2600/5010] lr: 7.500e-04, eta: 1 day, 12:11:45, time: 0.964, data_time: 0.006, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9115, loss_cls: 1.0520, loss: 1.0520, grad_norm: 6.2374 2020-10-12 09:42:55,173 - mmaction - INFO - Epoch [25][2620/5010] lr: 7.500e-04, eta: 1 day, 12:11:23, time: 0.950, data_time: 0.005, memory: 10398, top1_acc: 0.7135, top5_acc: 0.8979, loss_cls: 1.0693, loss: 1.0693, grad_norm: 6.1710 2020-10-12 09:43:15,601 - mmaction - INFO - Epoch [25][2640/5010] lr: 7.500e-04, eta: 1 day, 12:11:03, time: 1.022, data_time: 0.006, memory: 10398, top1_acc: 0.7135, top5_acc: 0.9000, loss_cls: 1.1190, loss: 1.1190, grad_norm: 6.4499 2020-10-12 09:43:35,038 - mmaction - INFO - Epoch [25][2660/5010] lr: 7.500e-04, eta: 1 day, 12:10:42, time: 0.972, data_time: 0.006, memory: 10398, top1_acc: 0.7240, top5_acc: 0.8990, loss_cls: 1.0565, loss: 1.0565, grad_norm: 5.9360 2020-10-12 09:43:55,552 - mmaction - INFO - Epoch [25][2680/5010] lr: 7.500e-04, eta: 1 day, 12:10:21, time: 1.027, data_time: 0.003, memory: 10398, top1_acc: 0.7260, top5_acc: 0.9000, loss_cls: 1.0550, loss: 1.0550, grad_norm: 5.9737 2020-10-12 09:44:15,403 - mmaction - INFO - Epoch [25][2700/5010] lr: 7.500e-04, eta: 1 day, 12:10:00, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9083, loss_cls: 1.0226, loss: 1.0226, grad_norm: 5.9215 2020-10-12 09:44:34,167 - mmaction - INFO - Epoch [25][2720/5010] lr: 7.500e-04, eta: 1 day, 12:09:38, time: 0.938, data_time: 0.006, memory: 10398, top1_acc: 0.7354, top5_acc: 0.8948, loss_cls: 1.0589, loss: 1.0589, grad_norm: 5.8930 2020-10-12 09:44:53,397 - mmaction - INFO - Epoch [25][2740/5010] lr: 7.500e-04, eta: 1 day, 12:09:17, time: 0.962, data_time: 0.003, memory: 10398, top1_acc: 0.7469, top5_acc: 0.8875, loss_cls: 1.0636, loss: 1.0636, grad_norm: 5.9653 2020-10-12 09:45:12,338 - mmaction - INFO - Epoch [25][2760/5010] lr: 7.500e-04, eta: 1 day, 12:08:55, time: 0.946, data_time: 0.004, memory: 10398, top1_acc: 0.7323, top5_acc: 0.8958, loss_cls: 1.0571, loss: 1.0571, grad_norm: 6.0578 2020-10-12 09:45:31,814 - mmaction - INFO - Epoch [25][2780/5010] lr: 7.500e-04, eta: 1 day, 12:08:33, time: 0.975, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9146, loss_cls: 0.9524, loss: 0.9524, grad_norm: 5.9597 2020-10-12 09:45:51,589 - mmaction - INFO - Epoch [25][2800/5010] lr: 7.500e-04, eta: 1 day, 12:08:12, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.7344, top5_acc: 0.8990, loss_cls: 1.0677, loss: 1.0677, grad_norm: 6.2242 2020-10-12 09:46:10,469 - mmaction - INFO - Epoch [25][2820/5010] lr: 7.500e-04, eta: 1 day, 12:07:50, time: 0.942, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9021, loss_cls: 1.0615, loss: 1.0615, grad_norm: 6.1387 2020-10-12 09:46:29,705 - mmaction - INFO - Epoch [25][2840/5010] lr: 7.500e-04, eta: 1 day, 12:07:29, time: 0.964, data_time: 0.006, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9042, loss_cls: 1.0514, loss: 1.0514, grad_norm: 6.1132 2020-10-12 09:46:49,569 - mmaction - INFO - Epoch [25][2860/5010] lr: 7.500e-04, eta: 1 day, 12:07:08, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.7000, top5_acc: 0.8917, loss_cls: 1.1461, loss: 1.1461, grad_norm: 6.4640 2020-10-12 09:47:09,082 - mmaction - INFO - Epoch [25][2880/5010] lr: 7.500e-04, eta: 1 day, 12:06:46, time: 0.973, data_time: 0.005, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9052, loss_cls: 1.0574, loss: 1.0574, grad_norm: 6.2971 2020-10-12 09:47:28,555 - mmaction - INFO - Epoch [25][2900/5010] lr: 7.500e-04, eta: 1 day, 12:06:25, time: 0.976, data_time: 0.006, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9021, loss_cls: 1.0855, loss: 1.0855, grad_norm: 6.3861 2020-10-12 09:47:47,864 - mmaction - INFO - Epoch [25][2920/5010] lr: 7.500e-04, eta: 1 day, 12:06:03, time: 0.965, data_time: 0.002, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9031, loss_cls: 1.0511, loss: 1.0511, grad_norm: 6.0563 2020-10-12 09:48:07,149 - mmaction - INFO - Epoch [25][2940/5010] lr: 7.500e-04, eta: 1 day, 12:05:42, time: 0.960, data_time: 0.004, memory: 10398, top1_acc: 0.7198, top5_acc: 0.9042, loss_cls: 1.0563, loss: 1.0563, grad_norm: 6.2848 2020-10-12 09:48:26,019 - mmaction - INFO - Epoch [25][2960/5010] lr: 7.500e-04, eta: 1 day, 12:05:20, time: 0.948, data_time: 0.008, memory: 10398, top1_acc: 0.7083, top5_acc: 0.8833, loss_cls: 1.1364, loss: 1.1364, grad_norm: 6.1315 2020-10-12 09:48:44,976 - mmaction - INFO - Epoch [25][2980/5010] lr: 7.500e-04, eta: 1 day, 12:04:58, time: 0.948, data_time: 0.002, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 1.0337, loss: 1.0337, grad_norm: 6.1595 2020-10-12 09:49:04,228 - mmaction - INFO - Epoch [25][3000/5010] lr: 7.500e-04, eta: 1 day, 12:04:36, time: 0.961, data_time: 0.004, memory: 10398, top1_acc: 0.7417, top5_acc: 0.8958, loss_cls: 1.0509, loss: 1.0509, grad_norm: 6.0768 2020-10-12 09:49:24,157 - mmaction - INFO - Epoch [25][3020/5010] lr: 7.500e-04, eta: 1 day, 12:04:15, time: 0.998, data_time: 0.005, memory: 10398, top1_acc: 0.7208, top5_acc: 0.9062, loss_cls: 1.0907, loss: 1.0907, grad_norm: 6.3174 2020-10-12 09:49:43,375 - mmaction - INFO - Epoch [25][3040/5010] lr: 7.500e-04, eta: 1 day, 12:03:54, time: 0.961, data_time: 0.002, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9073, loss_cls: 1.0547, loss: 1.0547, grad_norm: 6.3558 2020-10-12 09:50:02,470 - mmaction - INFO - Epoch [25][3060/5010] lr: 7.500e-04, eta: 1 day, 12:03:32, time: 0.953, data_time: 0.005, memory: 10398, top1_acc: 0.7146, top5_acc: 0.9052, loss_cls: 1.0652, loss: 1.0652, grad_norm: 6.4207 2020-10-12 09:50:21,499 - mmaction - INFO - Epoch [25][3080/5010] lr: 7.500e-04, eta: 1 day, 12:03:10, time: 0.952, data_time: 0.003, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8948, loss_cls: 1.1145, loss: 1.1145, grad_norm: 6.3587 2020-10-12 09:50:40,905 - mmaction - INFO - Epoch [25][3100/5010] lr: 7.500e-04, eta: 1 day, 12:02:49, time: 0.971, data_time: 0.003, memory: 10398, top1_acc: 0.7292, top5_acc: 0.8906, loss_cls: 1.1286, loss: 1.1286, grad_norm: 6.5521 2020-10-12 09:51:00,023 - mmaction - INFO - Epoch [25][3120/5010] lr: 7.500e-04, eta: 1 day, 12:02:27, time: 0.953, data_time: 0.005, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9198, loss_cls: 1.0375, loss: 1.0375, grad_norm: 6.2365 2020-10-12 09:51:19,053 - mmaction - INFO - Epoch [25][3140/5010] lr: 7.500e-04, eta: 1 day, 12:02:05, time: 0.955, data_time: 0.007, memory: 10398, top1_acc: 0.7302, top5_acc: 0.8979, loss_cls: 1.0670, loss: 1.0670, grad_norm: 6.2037 2020-10-12 09:51:38,118 - mmaction - INFO - Epoch [25][3160/5010] lr: 7.500e-04, eta: 1 day, 12:01:43, time: 0.949, data_time: 0.005, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9104, loss_cls: 1.0554, loss: 1.0554, grad_norm: 6.0098 2020-10-12 09:51:57,225 - mmaction - INFO - Epoch [25][3180/5010] lr: 7.500e-04, eta: 1 day, 12:01:21, time: 0.959, data_time: 0.007, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8969, loss_cls: 1.1236, loss: 1.1236, grad_norm: 6.3888 2020-10-12 09:52:16,450 - mmaction - INFO - Epoch [25][3200/5010] lr: 7.500e-04, eta: 1 day, 12:01:00, time: 0.961, data_time: 0.002, memory: 10398, top1_acc: 0.7021, top5_acc: 0.8844, loss_cls: 1.1627, loss: 1.1627, grad_norm: 6.4977 2020-10-12 09:52:35,427 - mmaction - INFO - Epoch [25][3220/5010] lr: 7.500e-04, eta: 1 day, 12:00:38, time: 0.945, data_time: 0.005, memory: 10398, top1_acc: 0.7177, top5_acc: 0.8844, loss_cls: 1.1503, loss: 1.1503, grad_norm: 6.4786 2020-10-12 09:52:54,637 - mmaction - INFO - Epoch [25][3240/5010] lr: 7.500e-04, eta: 1 day, 12:00:16, time: 0.965, data_time: 0.007, memory: 10398, top1_acc: 0.7177, top5_acc: 0.8906, loss_cls: 1.1399, loss: 1.1399, grad_norm: 6.3359 2020-10-12 09:53:14,174 - mmaction - INFO - Epoch [25][3260/5010] lr: 7.500e-04, eta: 1 day, 11:59:55, time: 0.974, data_time: 0.005, memory: 10398, top1_acc: 0.7260, top5_acc: 0.9052, loss_cls: 1.0876, loss: 1.0876, grad_norm: 6.3308 2020-10-12 09:53:32,983 - mmaction - INFO - Epoch [25][3280/5010] lr: 7.500e-04, eta: 1 day, 11:59:33, time: 0.943, data_time: 0.007, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9000, loss_cls: 1.0279, loss: 1.0279, grad_norm: 6.0625 2020-10-12 09:53:52,047 - mmaction - INFO - Epoch [25][3300/5010] lr: 7.500e-04, eta: 1 day, 11:59:11, time: 0.953, data_time: 0.002, memory: 10398, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.0962, loss: 1.0962, grad_norm: 6.3185 2020-10-12 09:54:11,327 - mmaction - INFO - Epoch [25][3320/5010] lr: 7.500e-04, eta: 1 day, 11:58:50, time: 0.962, data_time: 0.005, memory: 10398, top1_acc: 0.7104, top5_acc: 0.8938, loss_cls: 1.1114, loss: 1.1114, grad_norm: 6.3766 2020-10-12 09:54:30,310 - mmaction - INFO - Epoch [25][3340/5010] lr: 7.500e-04, eta: 1 day, 11:58:28, time: 0.951, data_time: 0.005, memory: 10398, top1_acc: 0.7260, top5_acc: 0.8969, loss_cls: 1.0984, loss: 1.0984, grad_norm: 6.2577 2020-10-12 09:54:49,344 - mmaction - INFO - Epoch [25][3360/5010] lr: 7.500e-04, eta: 1 day, 11:58:06, time: 0.950, data_time: 0.002, memory: 10398, top1_acc: 0.7146, top5_acc: 0.8802, loss_cls: 1.1459, loss: 1.1459, grad_norm: 6.2605 2020-10-12 09:55:08,319 - mmaction - INFO - Epoch [25][3380/5010] lr: 7.500e-04, eta: 1 day, 11:57:44, time: 0.950, data_time: 0.005, memory: 10398, top1_acc: 0.7208, top5_acc: 0.9021, loss_cls: 1.0665, loss: 1.0665, grad_norm: 6.2878 2020-10-12 09:55:27,470 - mmaction - INFO - Epoch [25][3400/5010] lr: 7.500e-04, eta: 1 day, 11:57:22, time: 0.958, data_time: 0.002, memory: 10398, top1_acc: 0.7146, top5_acc: 0.8948, loss_cls: 1.1644, loss: 1.1644, grad_norm: 6.4760 2020-10-12 09:55:46,469 - mmaction - INFO - Epoch [25][3420/5010] lr: 7.500e-04, eta: 1 day, 11:57:00, time: 0.950, data_time: 0.002, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9073, loss_cls: 1.0879, loss: 1.0879, grad_norm: 6.0643 2020-10-12 09:56:05,995 - mmaction - INFO - Epoch [25][3440/5010] lr: 7.500e-04, eta: 1 day, 11:56:39, time: 0.975, data_time: 0.005, memory: 10398, top1_acc: 0.7083, top5_acc: 0.8906, loss_cls: 1.1345, loss: 1.1345, grad_norm: 6.3222 2020-10-12 09:56:24,826 - mmaction - INFO - Epoch [25][3460/5010] lr: 7.500e-04, eta: 1 day, 11:56:17, time: 0.943, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9260, loss_cls: 0.9622, loss: 0.9622, grad_norm: 6.0968 2020-10-12 09:56:43,854 - mmaction - INFO - Epoch [25][3480/5010] lr: 7.500e-04, eta: 1 day, 11:55:55, time: 0.952, data_time: 0.002, memory: 10398, top1_acc: 0.7198, top5_acc: 0.8979, loss_cls: 1.1299, loss: 1.1299, grad_norm: 6.3870 2020-10-12 09:57:03,283 - mmaction - INFO - Epoch [25][3500/5010] lr: 7.500e-04, eta: 1 day, 11:55:34, time: 0.972, data_time: 0.006, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9104, loss_cls: 1.0392, loss: 1.0392, grad_norm: 6.1410 2020-10-12 09:57:22,307 - mmaction - INFO - Epoch [25][3520/5010] lr: 7.500e-04, eta: 1 day, 11:55:12, time: 0.951, data_time: 0.005, memory: 10398, top1_acc: 0.7271, top5_acc: 0.8938, loss_cls: 1.0727, loss: 1.0727, grad_norm: 6.0099 2020-10-12 09:57:41,705 - mmaction - INFO - Epoch [25][3540/5010] lr: 7.500e-04, eta: 1 day, 11:54:51, time: 0.970, data_time: 0.002, memory: 10398, top1_acc: 0.7104, top5_acc: 0.9021, loss_cls: 1.1095, loss: 1.1095, grad_norm: 6.2292 2020-10-12 09:58:00,970 - mmaction - INFO - Epoch [25][3560/5010] lr: 7.500e-04, eta: 1 day, 11:54:29, time: 0.961, data_time: 0.006, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9042, loss_cls: 1.0291, loss: 1.0291, grad_norm: 6.2023 2020-10-12 09:58:19,975 - mmaction - INFO - Epoch [25][3580/5010] lr: 7.500e-04, eta: 1 day, 11:54:07, time: 0.952, data_time: 0.006, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9135, loss_cls: 1.0379, loss: 1.0379, grad_norm: 6.1260 2020-10-12 09:58:39,351 - mmaction - INFO - Epoch [25][3600/5010] lr: 7.500e-04, eta: 1 day, 11:53:46, time: 0.967, data_time: 0.004, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9042, loss_cls: 1.0590, loss: 1.0590, grad_norm: 6.2628 2020-10-12 09:58:58,889 - mmaction - INFO - Epoch [25][3620/5010] lr: 7.500e-04, eta: 1 day, 11:53:24, time: 0.979, data_time: 0.007, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9000, loss_cls: 1.1015, loss: 1.1015, grad_norm: 6.2752 2020-10-12 09:59:18,461 - mmaction - INFO - Epoch [25][3640/5010] lr: 7.500e-04, eta: 1 day, 11:53:03, time: 0.976, data_time: 0.005, memory: 10398, top1_acc: 0.6948, top5_acc: 0.8854, loss_cls: 1.1409, loss: 1.1409, grad_norm: 6.4216 2020-10-12 09:59:38,140 - mmaction - INFO - Epoch [25][3660/5010] lr: 7.500e-04, eta: 1 day, 11:52:42, time: 0.987, data_time: 0.006, memory: 10398, top1_acc: 0.7240, top5_acc: 0.8906, loss_cls: 1.0875, loss: 1.0875, grad_norm: 6.1759 2020-10-12 09:59:56,907 - mmaction - INFO - Epoch [25][3680/5010] lr: 7.500e-04, eta: 1 day, 11:52:20, time: 0.936, data_time: 0.005, memory: 10398, top1_acc: 0.7229, top5_acc: 0.9094, loss_cls: 1.0660, loss: 1.0660, grad_norm: 6.5001 2020-10-12 10:00:19,174 - mmaction - INFO - Epoch [25][3700/5010] lr: 7.500e-04, eta: 1 day, 11:52:01, time: 1.107, data_time: 0.008, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8979, loss_cls: 1.1224, loss: 1.1224, grad_norm: 6.2127 2020-10-12 10:00:39,449 - mmaction - INFO - Epoch [25][3720/5010] lr: 7.500e-04, eta: 1 day, 11:51:41, time: 1.021, data_time: 0.018, memory: 10398, top1_acc: 0.7000, top5_acc: 0.8844, loss_cls: 1.1457, loss: 1.1457, grad_norm: 6.3347 2020-10-12 10:00:58,165 - mmaction - INFO - Epoch [25][3740/5010] lr: 7.500e-04, eta: 1 day, 11:51:19, time: 0.934, data_time: 0.005, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9010, loss_cls: 1.0969, loss: 1.0969, grad_norm: 6.2566 2020-10-12 10:01:18,291 - mmaction - INFO - Epoch [25][3760/5010] lr: 7.500e-04, eta: 1 day, 11:50:58, time: 1.009, data_time: 0.007, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9125, loss_cls: 1.0590, loss: 1.0590, grad_norm: 6.1681 2020-10-12 10:01:36,889 - mmaction - INFO - Epoch [25][3780/5010] lr: 7.500e-04, eta: 1 day, 11:50:36, time: 0.926, data_time: 0.006, memory: 10398, top1_acc: 0.7281, top5_acc: 0.8958, loss_cls: 1.0318, loss: 1.0318, grad_norm: 6.1350 2020-10-12 10:01:55,631 - mmaction - INFO - Epoch [25][3800/5010] lr: 7.500e-04, eta: 1 day, 11:50:14, time: 0.942, data_time: 0.008, memory: 10398, top1_acc: 0.7333, top5_acc: 0.8948, loss_cls: 1.0915, loss: 1.0915, grad_norm: 6.2121 2020-10-12 10:02:14,714 - mmaction - INFO - Epoch [25][3820/5010] lr: 7.500e-04, eta: 1 day, 11:49:52, time: 0.954, data_time: 0.006, memory: 10398, top1_acc: 0.7187, top5_acc: 0.9052, loss_cls: 1.0666, loss: 1.0666, grad_norm: 6.1074 2020-10-12 10:02:34,168 - mmaction - INFO - Epoch [25][3840/5010] lr: 7.500e-04, eta: 1 day, 11:49:31, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.7312, top5_acc: 0.8927, loss_cls: 1.1034, loss: 1.1034, grad_norm: 5.9293 2020-10-12 10:02:53,457 - mmaction - INFO - Epoch [25][3860/5010] lr: 7.500e-04, eta: 1 day, 11:49:09, time: 0.965, data_time: 0.005, memory: 10398, top1_acc: 0.7198, top5_acc: 0.9104, loss_cls: 1.0578, loss: 1.0578, grad_norm: 6.0781 2020-10-12 10:03:12,392 - mmaction - INFO - Epoch [25][3880/5010] lr: 7.500e-04, eta: 1 day, 11:48:47, time: 0.947, data_time: 0.006, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9052, loss_cls: 1.0118, loss: 1.0118, grad_norm: 6.1660 2020-10-12 10:03:31,324 - mmaction - INFO - Epoch [25][3900/5010] lr: 7.500e-04, eta: 1 day, 11:48:25, time: 0.944, data_time: 0.002, memory: 10398, top1_acc: 0.7313, top5_acc: 0.9021, loss_cls: 1.0696, loss: 1.0696, grad_norm: 6.1394 2020-10-12 10:03:51,158 - mmaction - INFO - Epoch [25][3920/5010] lr: 7.500e-04, eta: 1 day, 11:48:04, time: 0.994, data_time: 0.006, memory: 10398, top1_acc: 0.7292, top5_acc: 0.8896, loss_cls: 1.0961, loss: 1.0961, grad_norm: 6.2696 2020-10-12 10:04:10,103 - mmaction - INFO - Epoch [25][3940/5010] lr: 7.500e-04, eta: 1 day, 11:47:42, time: 0.946, data_time: 0.005, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9167, loss_cls: 0.9989, loss: 0.9989, grad_norm: 6.0456 2020-10-12 10:04:29,551 - mmaction - INFO - Epoch [25][3960/5010] lr: 7.500e-04, eta: 1 day, 11:47:21, time: 0.973, data_time: 0.005, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8885, loss_cls: 1.1555, loss: 1.1555, grad_norm: 6.3834 2020-10-12 10:04:48,602 - mmaction - INFO - Epoch [25][3980/5010] lr: 7.500e-04, eta: 1 day, 11:46:59, time: 0.954, data_time: 0.003, memory: 10398, top1_acc: 0.7260, top5_acc: 0.9052, loss_cls: 1.1083, loss: 1.1083, grad_norm: 6.1892 2020-10-12 10:05:07,454 - mmaction - INFO - Epoch [25][4000/5010] lr: 7.500e-04, eta: 1 day, 11:46:37, time: 0.942, data_time: 0.005, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9125, loss_cls: 0.9909, loss: 0.9909, grad_norm: 5.8383 2020-10-12 10:05:26,320 - mmaction - INFO - Epoch [25][4020/5010] lr: 7.500e-04, eta: 1 day, 11:46:15, time: 0.944, data_time: 0.002, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9042, loss_cls: 1.0455, loss: 1.0455, grad_norm: 6.2955 2020-10-12 10:05:46,232 - mmaction - INFO - Epoch [25][4040/5010] lr: 7.500e-04, eta: 1 day, 11:45:54, time: 0.996, data_time: 0.002, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9010, loss_cls: 1.0619, loss: 1.0619, grad_norm: 6.1898 2020-10-12 10:06:04,975 - mmaction - INFO - Epoch [25][4060/5010] lr: 7.500e-04, eta: 1 day, 11:45:32, time: 0.935, data_time: 0.005, memory: 10398, top1_acc: 0.7281, top5_acc: 0.8917, loss_cls: 1.0975, loss: 1.0975, grad_norm: 6.3217 2020-10-12 10:06:23,808 - mmaction - INFO - Epoch [25][4080/5010] lr: 7.500e-04, eta: 1 day, 11:45:10, time: 0.943, data_time: 0.006, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9115, loss_cls: 1.0035, loss: 1.0035, grad_norm: 6.0852 2020-10-12 10:06:43,344 - mmaction - INFO - Epoch [25][4100/5010] lr: 7.500e-04, eta: 1 day, 11:44:49, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9125, loss_cls: 1.0213, loss: 1.0213, grad_norm: 6.3014 2020-10-12 10:07:03,665 - mmaction - INFO - Epoch [25][4120/5010] lr: 7.500e-04, eta: 1 day, 11:44:29, time: 1.014, data_time: 0.004, memory: 10398, top1_acc: 0.7271, top5_acc: 0.8938, loss_cls: 1.0687, loss: 1.0687, grad_norm: 6.1464 2020-10-12 10:07:22,997 - mmaction - INFO - Epoch [25][4140/5010] lr: 7.500e-04, eta: 1 day, 11:44:07, time: 0.968, data_time: 0.005, memory: 10398, top1_acc: 0.7250, top5_acc: 0.8948, loss_cls: 1.1092, loss: 1.1092, grad_norm: 6.1661 2020-10-12 10:07:42,470 - mmaction - INFO - Epoch [25][4160/5010] lr: 7.500e-04, eta: 1 day, 11:43:46, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.7240, top5_acc: 0.9063, loss_cls: 1.0525, loss: 1.0525, grad_norm: 6.0556 2020-10-12 10:08:01,285 - mmaction - INFO - Epoch [25][4180/5010] lr: 7.500e-04, eta: 1 day, 11:43:24, time: 0.937, data_time: 0.006, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9115, loss_cls: 1.0307, loss: 1.0307, grad_norm: 6.2218 2020-10-12 10:08:20,039 - mmaction - INFO - Epoch [25][4200/5010] lr: 7.500e-04, eta: 1 day, 11:43:02, time: 0.941, data_time: 0.007, memory: 10398, top1_acc: 0.7010, top5_acc: 0.9135, loss_cls: 1.0882, loss: 1.0882, grad_norm: 6.6172 2020-10-12 10:08:39,409 - mmaction - INFO - Epoch [25][4220/5010] lr: 7.500e-04, eta: 1 day, 11:42:40, time: 0.967, data_time: 0.004, memory: 10398, top1_acc: 0.7063, top5_acc: 0.8896, loss_cls: 1.1452, loss: 1.1452, grad_norm: 6.3037 2020-10-12 10:08:58,243 - mmaction - INFO - Epoch [25][4240/5010] lr: 7.500e-04, eta: 1 day, 11:42:18, time: 0.943, data_time: 0.005, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9156, loss_cls: 1.0039, loss: 1.0039, grad_norm: 5.9768 2020-10-12 10:09:17,961 - mmaction - INFO - Epoch [25][4260/5010] lr: 7.500e-04, eta: 1 day, 11:41:57, time: 0.984, data_time: 0.004, memory: 10398, top1_acc: 0.7198, top5_acc: 0.9073, loss_cls: 1.0567, loss: 1.0567, grad_norm: 6.2270 2020-10-12 10:09:36,673 - mmaction - INFO - Epoch [25][4280/5010] lr: 7.500e-04, eta: 1 day, 11:41:35, time: 0.937, data_time: 0.005, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9188, loss_cls: 0.9893, loss: 0.9893, grad_norm: 6.0248 2020-10-12 10:09:56,607 - mmaction - INFO - Epoch [25][4300/5010] lr: 7.500e-04, eta: 1 day, 11:41:14, time: 0.995, data_time: 0.005, memory: 10398, top1_acc: 0.7240, top5_acc: 0.9094, loss_cls: 1.1051, loss: 1.1051, grad_norm: 6.4755 2020-10-12 10:10:15,700 - mmaction - INFO - Epoch [25][4320/5010] lr: 7.500e-04, eta: 1 day, 11:40:52, time: 0.956, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9042, loss_cls: 1.0360, loss: 1.0360, grad_norm: 6.3483 2020-10-12 10:10:34,655 - mmaction - INFO - Epoch [25][4340/5010] lr: 7.500e-04, eta: 1 day, 11:40:31, time: 0.948, data_time: 0.005, memory: 10398, top1_acc: 0.7146, top5_acc: 0.8979, loss_cls: 1.1285, loss: 1.1285, grad_norm: 6.3948 2020-10-12 10:10:54,661 - mmaction - INFO - Epoch [25][4360/5010] lr: 7.500e-04, eta: 1 day, 11:40:10, time: 1.000, data_time: 0.002, memory: 10398, top1_acc: 0.7198, top5_acc: 0.9167, loss_cls: 1.0598, loss: 1.0598, grad_norm: 6.4104 2020-10-12 10:11:14,065 - mmaction - INFO - Epoch [25][4380/5010] lr: 7.500e-04, eta: 1 day, 11:39:48, time: 0.968, data_time: 0.005, memory: 10398, top1_acc: 0.7240, top5_acc: 0.9031, loss_cls: 1.0751, loss: 1.0751, grad_norm: 6.2409 2020-10-12 10:11:32,958 - mmaction - INFO - Epoch [25][4400/5010] lr: 7.500e-04, eta: 1 day, 11:39:27, time: 0.947, data_time: 0.006, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8958, loss_cls: 1.0880, loss: 1.0880, grad_norm: 6.3694 2020-10-12 10:11:52,113 - mmaction - INFO - Epoch [25][4420/5010] lr: 7.500e-04, eta: 1 day, 11:39:05, time: 0.957, data_time: 0.002, memory: 10398, top1_acc: 0.7240, top5_acc: 0.9021, loss_cls: 1.0613, loss: 1.0613, grad_norm: 5.9683 2020-10-12 10:12:12,000 - mmaction - INFO - Epoch [25][4440/5010] lr: 7.500e-04, eta: 1 day, 11:38:44, time: 0.993, data_time: 0.006, memory: 10398, top1_acc: 0.7177, top5_acc: 0.9052, loss_cls: 1.0851, loss: 1.0851, grad_norm: 6.2525 2020-10-12 10:12:31,175 - mmaction - INFO - Epoch [25][4460/5010] lr: 7.500e-04, eta: 1 day, 11:38:22, time: 0.960, data_time: 0.005, memory: 10398, top1_acc: 0.7458, top5_acc: 0.8990, loss_cls: 1.0375, loss: 1.0375, grad_norm: 6.0764 2020-10-12 10:12:49,825 - mmaction - INFO - Epoch [25][4480/5010] lr: 7.500e-04, eta: 1 day, 11:38:00, time: 0.933, data_time: 0.002, memory: 10398, top1_acc: 0.7135, top5_acc: 0.8917, loss_cls: 1.1151, loss: 1.1151, grad_norm: 6.4859 2020-10-12 10:13:09,926 - mmaction - INFO - Epoch [25][4500/5010] lr: 7.500e-04, eta: 1 day, 11:37:39, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.7437, top5_acc: 0.9156, loss_cls: 0.9990, loss: 0.9990, grad_norm: 6.0729 2020-10-12 10:13:29,596 - mmaction - INFO - Epoch [25][4520/5010] lr: 7.500e-04, eta: 1 day, 11:37:18, time: 0.984, data_time: 0.003, memory: 10398, top1_acc: 0.7208, top5_acc: 0.9062, loss_cls: 1.0797, loss: 1.0797, grad_norm: 6.3012 2020-10-12 10:13:48,153 - mmaction - INFO - Epoch [25][4540/5010] lr: 7.500e-04, eta: 1 day, 11:36:56, time: 0.928, data_time: 0.002, memory: 10398, top1_acc: 0.7208, top5_acc: 0.9083, loss_cls: 1.0802, loss: 1.0802, grad_norm: 6.4913 2020-10-12 10:14:07,513 - mmaction - INFO - Epoch [25][4560/5010] lr: 7.500e-04, eta: 1 day, 11:36:35, time: 0.965, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9031, loss_cls: 1.0466, loss: 1.0466, grad_norm: 5.9289 2020-10-12 10:14:27,251 - mmaction - INFO - Epoch [25][4580/5010] lr: 7.500e-04, eta: 1 day, 11:36:14, time: 0.990, data_time: 0.007, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9031, loss_cls: 1.0703, loss: 1.0703, grad_norm: 6.1386 2020-10-12 10:14:46,291 - mmaction - INFO - Epoch [25][4600/5010] lr: 7.500e-04, eta: 1 day, 11:35:52, time: 0.952, data_time: 0.002, memory: 10398, top1_acc: 0.7208, top5_acc: 0.8990, loss_cls: 1.1000, loss: 1.1000, grad_norm: 6.4670 2020-10-12 10:15:05,204 - mmaction - INFO - Epoch [25][4620/5010] lr: 7.500e-04, eta: 1 day, 11:35:30, time: 0.945, data_time: 0.005, memory: 10398, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1438, loss: 1.1438, grad_norm: 6.2899 2020-10-12 10:15:24,092 - mmaction - INFO - Epoch [25][4640/5010] lr: 7.500e-04, eta: 1 day, 11:35:08, time: 0.944, data_time: 0.002, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9031, loss_cls: 1.0304, loss: 1.0304, grad_norm: 6.0537 2020-10-12 10:15:44,086 - mmaction - INFO - Epoch [25][4660/5010] lr: 7.500e-04, eta: 1 day, 11:34:47, time: 1.000, data_time: 0.003, memory: 10398, top1_acc: 0.7052, top5_acc: 0.8990, loss_cls: 1.1247, loss: 1.1247, grad_norm: 6.6064 2020-10-12 10:16:03,682 - mmaction - INFO - Epoch [25][4680/5010] lr: 7.500e-04, eta: 1 day, 11:34:26, time: 0.975, data_time: 0.006, memory: 10398, top1_acc: 0.7146, top5_acc: 0.8927, loss_cls: 1.1049, loss: 1.1049, grad_norm: 6.1672 2020-10-12 10:16:22,971 - mmaction - INFO - Epoch [25][4700/5010] lr: 7.500e-04, eta: 1 day, 11:34:04, time: 0.969, data_time: 0.007, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9240, loss_cls: 0.9038, loss: 0.9038, grad_norm: 5.8886 2020-10-12 10:16:42,064 - mmaction - INFO - Epoch [25][4720/5010] lr: 7.500e-04, eta: 1 day, 11:33:43, time: 0.955, data_time: 0.002, memory: 10398, top1_acc: 0.7208, top5_acc: 0.9083, loss_cls: 1.0691, loss: 1.0691, grad_norm: 6.1763 2020-10-12 10:17:01,402 - mmaction - INFO - Epoch [25][4740/5010] lr: 7.500e-04, eta: 1 day, 11:33:21, time: 0.967, data_time: 0.005, memory: 10398, top1_acc: 0.7167, top5_acc: 0.9010, loss_cls: 1.0824, loss: 1.0824, grad_norm: 6.4077 2020-10-12 10:17:20,282 - mmaction - INFO - Epoch [25][4760/5010] lr: 7.500e-04, eta: 1 day, 11:32:59, time: 0.942, data_time: 0.006, memory: 10398, top1_acc: 0.7260, top5_acc: 0.9010, loss_cls: 1.1015, loss: 1.1015, grad_norm: 6.2798 2020-10-12 10:17:38,989 - mmaction - INFO - Epoch [25][4780/5010] lr: 7.500e-04, eta: 1 day, 11:32:37, time: 0.937, data_time: 0.005, memory: 10398, top1_acc: 0.7281, top5_acc: 0.8927, loss_cls: 1.1274, loss: 1.1274, grad_norm: 6.3395 2020-10-12 10:17:58,104 - mmaction - INFO - Epoch [25][4800/5010] lr: 7.500e-04, eta: 1 day, 11:32:16, time: 0.953, data_time: 0.005, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9167, loss_cls: 0.9888, loss: 0.9888, grad_norm: 6.0044 2020-10-12 10:18:17,471 - mmaction - INFO - Epoch [25][4820/5010] lr: 7.500e-04, eta: 1 day, 11:31:54, time: 0.971, data_time: 0.006, memory: 10398, top1_acc: 0.7188, top5_acc: 0.8865, loss_cls: 1.1285, loss: 1.1285, grad_norm: 6.3147 2020-10-12 10:18:36,439 - mmaction - INFO - Epoch [25][4840/5010] lr: 7.500e-04, eta: 1 day, 11:31:32, time: 0.945, data_time: 0.004, memory: 10398, top1_acc: 0.7115, top5_acc: 0.9010, loss_cls: 1.1377, loss: 1.1377, grad_norm: 6.1399 2020-10-12 10:18:55,595 - mmaction - INFO - Epoch [25][4860/5010] lr: 7.500e-04, eta: 1 day, 11:31:11, time: 0.960, data_time: 0.007, memory: 10398, top1_acc: 0.7187, top5_acc: 0.8896, loss_cls: 1.1153, loss: 1.1153, grad_norm: 6.6429 2020-10-12 10:19:14,610 - mmaction - INFO - Epoch [25][4880/5010] lr: 7.500e-04, eta: 1 day, 11:30:49, time: 0.947, data_time: 0.006, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9021, loss_cls: 1.0580, loss: 1.0580, grad_norm: 6.0295 2020-10-12 10:19:33,486 - mmaction - INFO - Epoch [25][4900/5010] lr: 7.500e-04, eta: 1 day, 11:30:27, time: 0.948, data_time: 0.009, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9010, loss_cls: 1.0914, loss: 1.0914, grad_norm: 6.4366 2020-10-12 10:19:52,423 - mmaction - INFO - Epoch [25][4920/5010] lr: 7.500e-04, eta: 1 day, 11:30:05, time: 0.947, data_time: 0.002, memory: 10398, top1_acc: 0.7031, top5_acc: 0.8948, loss_cls: 1.1511, loss: 1.1511, grad_norm: 6.5254 2020-10-12 10:20:11,789 - mmaction - INFO - Epoch [25][4940/5010] lr: 7.500e-04, eta: 1 day, 11:29:44, time: 0.966, data_time: 0.004, memory: 10398, top1_acc: 0.7010, top5_acc: 0.8885, loss_cls: 1.1717, loss: 1.1717, grad_norm: 6.4861 2020-10-12 10:20:30,633 - mmaction - INFO - Epoch [25][4960/5010] lr: 7.500e-04, eta: 1 day, 11:29:22, time: 0.944, data_time: 0.007, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9000, loss_cls: 1.1245, loss: 1.1245, grad_norm: 6.1813 2020-10-12 10:20:49,548 - mmaction - INFO - Epoch [25][4980/5010] lr: 7.500e-04, eta: 1 day, 11:29:00, time: 0.946, data_time: 0.002, memory: 10398, top1_acc: 0.7177, top5_acc: 0.8875, loss_cls: 1.1419, loss: 1.1419, grad_norm: 6.4655 2020-10-12 10:21:08,860 - mmaction - INFO - Epoch [25][5000/5010] lr: 7.500e-04, eta: 1 day, 11:28:38, time: 0.964, data_time: 0.005, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9156, loss_cls: 1.0211, loss: 1.0211, grad_norm: 6.1020 2020-10-12 10:21:17,893 - mmaction - INFO - Saving checkpoint at 25 epochs 2020-10-12 10:21:52,447 - mmaction - INFO - Epoch [26][20/5010] lr: 7.500e-04, eta: 1 day, 11:28:11, time: 1.671, data_time: 0.795, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9167, loss_cls: 0.9419, loss: 0.9419, grad_norm: 5.7959 2020-10-12 10:22:10,282 - mmaction - INFO - Epoch [26][40/5010] lr: 7.500e-04, eta: 1 day, 11:27:48, time: 0.894, data_time: 0.006, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9104, loss_cls: 1.0305, loss: 1.0305, grad_norm: 5.9778 2020-10-12 10:22:28,899 - mmaction - INFO - Epoch [26][60/5010] lr: 7.500e-04, eta: 1 day, 11:27:26, time: 0.931, data_time: 0.006, memory: 10398, top1_acc: 0.7260, top5_acc: 0.9135, loss_cls: 1.0607, loss: 1.0607, grad_norm: 6.2738 2020-10-12 10:22:47,447 - mmaction - INFO - Epoch [26][80/5010] lr: 7.500e-04, eta: 1 day, 11:27:03, time: 0.928, data_time: 0.002, memory: 10398, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1151, loss: 1.1151, grad_norm: 6.3210 2020-10-12 10:23:06,653 - mmaction - INFO - Epoch [26][100/5010] lr: 7.500e-04, eta: 1 day, 11:26:42, time: 0.960, data_time: 0.002, memory: 10398, top1_acc: 0.7365, top5_acc: 0.8990, loss_cls: 1.0642, loss: 1.0642, grad_norm: 6.1179 2020-10-12 10:23:26,359 - mmaction - INFO - Epoch [26][120/5010] lr: 7.500e-04, eta: 1 day, 11:26:21, time: 0.984, data_time: 0.002, memory: 10398, top1_acc: 0.7135, top5_acc: 0.9021, loss_cls: 1.0990, loss: 1.0990, grad_norm: 6.1535 2020-10-12 10:23:46,733 - mmaction - INFO - Epoch [26][140/5010] lr: 7.500e-04, eta: 1 day, 11:26:00, time: 1.019, data_time: 0.003, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9323, loss_cls: 0.9642, loss: 0.9642, grad_norm: 6.0195 2020-10-12 10:24:05,637 - mmaction - INFO - Epoch [26][160/5010] lr: 7.500e-04, eta: 1 day, 11:25:38, time: 0.944, data_time: 0.006, memory: 10398, top1_acc: 0.7135, top5_acc: 0.8896, loss_cls: 1.1320, loss: 1.1320, grad_norm: 6.2743 2020-10-12 10:24:25,344 - mmaction - INFO - Epoch [26][180/5010] lr: 7.500e-04, eta: 1 day, 11:25:17, time: 0.987, data_time: 0.005, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9094, loss_cls: 0.9775, loss: 0.9775, grad_norm: 5.9846 2020-10-12 10:24:45,002 - mmaction - INFO - Epoch [26][200/5010] lr: 7.500e-04, eta: 1 day, 11:24:56, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9167, loss_cls: 0.9706, loss: 0.9706, grad_norm: 6.1244 2020-10-12 10:25:05,093 - mmaction - INFO - Epoch [26][220/5010] lr: 7.500e-04, eta: 1 day, 11:24:36, time: 1.004, data_time: 0.006, memory: 10398, top1_acc: 0.7125, top5_acc: 0.8917, loss_cls: 1.1319, loss: 1.1319, grad_norm: 6.4693 2020-10-12 10:25:23,710 - mmaction - INFO - Epoch [26][240/5010] lr: 7.500e-04, eta: 1 day, 11:24:13, time: 0.931, data_time: 0.002, memory: 10398, top1_acc: 0.7135, top5_acc: 0.9021, loss_cls: 1.0893, loss: 1.0893, grad_norm: 6.4650 2020-10-12 10:25:43,207 - mmaction - INFO - Epoch [26][260/5010] lr: 7.500e-04, eta: 1 day, 11:23:52, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.7198, top5_acc: 0.9021, loss_cls: 1.0881, loss: 1.0881, grad_norm: 6.1539 2020-10-12 10:26:02,085 - mmaction - INFO - Epoch [26][280/5010] lr: 7.500e-04, eta: 1 day, 11:23:30, time: 0.942, data_time: 0.005, memory: 10398, top1_acc: 0.7354, top5_acc: 0.8948, loss_cls: 1.1313, loss: 1.1313, grad_norm: 6.2821 2020-10-12 10:26:20,951 - mmaction - INFO - Epoch [26][300/5010] lr: 7.500e-04, eta: 1 day, 11:23:08, time: 0.945, data_time: 0.007, memory: 10398, top1_acc: 0.7281, top5_acc: 0.8958, loss_cls: 1.0900, loss: 1.0900, grad_norm: 6.2380 2020-10-12 10:26:39,924 - mmaction - INFO - Epoch [26][320/5010] lr: 7.500e-04, eta: 1 day, 11:22:46, time: 0.946, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9094, loss_cls: 1.0038, loss: 1.0038, grad_norm: 5.9699 2020-10-12 10:27:00,059 - mmaction - INFO - Epoch [26][340/5010] lr: 7.500e-04, eta: 1 day, 11:22:26, time: 1.009, data_time: 0.007, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9000, loss_cls: 0.9880, loss: 0.9880, grad_norm: 5.9825 2020-10-12 10:27:18,400 - mmaction - INFO - Epoch [26][360/5010] lr: 7.500e-04, eta: 1 day, 11:22:03, time: 0.912, data_time: 0.005, memory: 10398, top1_acc: 0.7490, top5_acc: 0.8979, loss_cls: 1.0456, loss: 1.0456, grad_norm: 5.9627 2020-10-12 10:27:37,807 - mmaction - INFO - Epoch [26][380/5010] lr: 7.500e-04, eta: 1 day, 11:21:42, time: 0.975, data_time: 0.008, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9010, loss_cls: 1.0683, loss: 1.0683, grad_norm: 6.1648 2020-10-12 10:27:57,255 - mmaction - INFO - Epoch [26][400/5010] lr: 7.500e-04, eta: 1 day, 11:21:21, time: 0.972, data_time: 0.004, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9115, loss_cls: 0.9852, loss: 0.9852, grad_norm: 5.9048 2020-10-12 10:28:17,302 - mmaction - INFO - Epoch [26][420/5010] lr: 7.500e-04, eta: 1 day, 11:21:00, time: 1.002, data_time: 0.003, memory: 10398, top1_acc: 0.7313, top5_acc: 0.8896, loss_cls: 1.0739, loss: 1.0739, grad_norm: 6.2859 2020-10-12 10:28:36,006 - mmaction - INFO - Epoch [26][440/5010] lr: 7.500e-04, eta: 1 day, 11:20:38, time: 0.933, data_time: 0.005, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9104, loss_cls: 1.0545, loss: 1.0545, grad_norm: 6.3157 2020-10-12 10:28:54,745 - mmaction - INFO - Epoch [26][460/5010] lr: 7.500e-04, eta: 1 day, 11:20:16, time: 0.937, data_time: 0.006, memory: 10398, top1_acc: 0.7313, top5_acc: 0.8865, loss_cls: 1.1086, loss: 1.1086, grad_norm: 6.0911 2020-10-12 10:29:13,812 - mmaction - INFO - Epoch [26][480/5010] lr: 7.500e-04, eta: 1 day, 11:19:54, time: 0.951, data_time: 0.006, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9000, loss_cls: 1.0221, loss: 1.0221, grad_norm: 6.0078 2020-10-12 10:29:33,826 - mmaction - INFO - Epoch [26][500/5010] lr: 7.500e-04, eta: 1 day, 11:19:33, time: 1.004, data_time: 0.007, memory: 10398, top1_acc: 0.7260, top5_acc: 0.8958, loss_cls: 1.0635, loss: 1.0635, grad_norm: 6.0248 2020-10-12 10:29:52,634 - mmaction - INFO - Epoch [26][520/5010] lr: 7.500e-04, eta: 1 day, 11:19:12, time: 0.940, data_time: 0.002, memory: 10398, top1_acc: 0.7323, top5_acc: 0.8917, loss_cls: 1.1336, loss: 1.1336, grad_norm: 6.1990 2020-10-12 10:30:12,516 - mmaction - INFO - Epoch [26][540/5010] lr: 7.500e-04, eta: 1 day, 11:18:51, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9063, loss_cls: 1.0566, loss: 1.0566, grad_norm: 6.1935 2020-10-12 10:30:31,186 - mmaction - INFO - Epoch [26][560/5010] lr: 7.500e-04, eta: 1 day, 11:18:29, time: 0.935, data_time: 0.005, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9083, loss_cls: 1.0961, loss: 1.0961, grad_norm: 6.4037 2020-10-12 10:30:50,579 - mmaction - INFO - Epoch [26][580/5010] lr: 7.500e-04, eta: 1 day, 11:18:07, time: 0.970, data_time: 0.002, memory: 10398, top1_acc: 0.7313, top5_acc: 0.9094, loss_cls: 1.0191, loss: 1.0191, grad_norm: 6.1841 2020-10-12 10:31:09,630 - mmaction - INFO - Epoch [26][600/5010] lr: 7.500e-04, eta: 1 day, 11:17:45, time: 0.951, data_time: 0.004, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9021, loss_cls: 1.0536, loss: 1.0536, grad_norm: 6.3817 2020-10-12 10:31:28,967 - mmaction - INFO - Epoch [26][620/5010] lr: 7.500e-04, eta: 1 day, 11:17:24, time: 0.968, data_time: 0.006, memory: 10398, top1_acc: 0.7104, top5_acc: 0.8990, loss_cls: 1.1240, loss: 1.1240, grad_norm: 6.2907 2020-10-12 10:31:47,941 - mmaction - INFO - Epoch [26][640/5010] lr: 7.500e-04, eta: 1 day, 11:17:02, time: 0.949, data_time: 0.002, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9021, loss_cls: 1.0674, loss: 1.0674, grad_norm: 6.2858 2020-10-12 10:32:07,238 - mmaction - INFO - Epoch [26][660/5010] lr: 7.500e-04, eta: 1 day, 11:16:41, time: 0.962, data_time: 0.004, memory: 10398, top1_acc: 0.7229, top5_acc: 0.8990, loss_cls: 1.0795, loss: 1.0795, grad_norm: 6.3221 2020-10-12 10:32:27,022 - mmaction - INFO - Epoch [26][680/5010] lr: 7.500e-04, eta: 1 day, 11:16:20, time: 0.992, data_time: 0.007, memory: 10398, top1_acc: 0.7385, top5_acc: 0.8958, loss_cls: 1.0477, loss: 1.0477, grad_norm: 6.2024 2020-10-12 10:32:45,513 - mmaction - INFO - Epoch [26][700/5010] lr: 7.500e-04, eta: 1 day, 11:15:58, time: 0.925, data_time: 0.002, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9021, loss_cls: 1.0688, loss: 1.0688, grad_norm: 6.1471 2020-10-12 10:33:04,275 - mmaction - INFO - Epoch [26][720/5010] lr: 7.500e-04, eta: 1 day, 11:15:36, time: 0.938, data_time: 0.002, memory: 10398, top1_acc: 0.7188, top5_acc: 0.8885, loss_cls: 1.1061, loss: 1.1061, grad_norm: 6.2290 2020-10-12 10:33:23,504 - mmaction - INFO - Epoch [26][740/5010] lr: 7.500e-04, eta: 1 day, 11:15:14, time: 0.961, data_time: 0.002, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9115, loss_cls: 1.0320, loss: 1.0320, grad_norm: 6.0949 2020-10-12 10:33:42,261 - mmaction - INFO - Epoch [26][760/5010] lr: 7.500e-04, eta: 1 day, 11:14:52, time: 0.939, data_time: 0.003, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9052, loss_cls: 1.0407, loss: 1.0407, grad_norm: 6.0057 2020-10-12 10:34:02,854 - mmaction - INFO - Epoch [26][780/5010] lr: 7.500e-04, eta: 1 day, 11:14:32, time: 1.027, data_time: 0.005, memory: 10398, top1_acc: 0.7115, top5_acc: 0.8948, loss_cls: 1.1287, loss: 1.1287, grad_norm: 6.4021 2020-10-12 10:34:21,276 - mmaction - INFO - Epoch [26][800/5010] lr: 7.500e-04, eta: 1 day, 11:14:09, time: 0.922, data_time: 0.006, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9146, loss_cls: 1.0200, loss: 1.0200, grad_norm: 6.0774 2020-10-12 10:34:40,873 - mmaction - INFO - Epoch [26][820/5010] lr: 7.500e-04, eta: 1 day, 11:13:48, time: 0.981, data_time: 0.003, memory: 10398, top1_acc: 0.7333, top5_acc: 0.8896, loss_cls: 1.1267, loss: 1.1267, grad_norm: 6.2887 2020-10-12 10:34:59,474 - mmaction - INFO - Epoch [26][840/5010] lr: 7.500e-04, eta: 1 day, 11:13:26, time: 0.928, data_time: 0.005, memory: 10398, top1_acc: 0.7219, top5_acc: 0.8990, loss_cls: 1.0794, loss: 1.0794, grad_norm: 6.6427 2020-10-12 10:35:18,226 - mmaction - INFO - Epoch [26][860/5010] lr: 7.500e-04, eta: 1 day, 11:13:04, time: 0.940, data_time: 0.007, memory: 10398, top1_acc: 0.7219, top5_acc: 0.8979, loss_cls: 1.0907, loss: 1.0907, grad_norm: 6.1777 2020-10-12 10:35:37,761 - mmaction - INFO - Epoch [26][880/5010] lr: 7.500e-04, eta: 1 day, 11:12:43, time: 0.975, data_time: 0.005, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9063, loss_cls: 1.0353, loss: 1.0353, grad_norm: 6.1592 2020-10-12 10:35:57,882 - mmaction - INFO - Epoch [26][900/5010] lr: 7.500e-04, eta: 1 day, 11:12:22, time: 1.008, data_time: 0.007, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9031, loss_cls: 1.0362, loss: 1.0362, grad_norm: 5.9767 2020-10-12 10:36:17,933 - mmaction - INFO - Epoch [26][920/5010] lr: 7.500e-04, eta: 1 day, 11:12:02, time: 1.001, data_time: 0.005, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9062, loss_cls: 1.0491, loss: 1.0491, grad_norm: 6.3136 2020-10-12 10:36:36,486 - mmaction - INFO - Epoch [26][940/5010] lr: 7.500e-04, eta: 1 day, 11:11:39, time: 0.930, data_time: 0.006, memory: 10398, top1_acc: 0.7417, top5_acc: 0.8990, loss_cls: 1.0578, loss: 1.0578, grad_norm: 6.2416 2020-10-12 10:36:55,141 - mmaction - INFO - Epoch [26][960/5010] lr: 7.500e-04, eta: 1 day, 11:11:17, time: 0.930, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9146, loss_cls: 0.9611, loss: 0.9611, grad_norm: 5.8024 2020-10-12 10:37:13,943 - mmaction - INFO - Epoch [26][980/5010] lr: 7.500e-04, eta: 1 day, 11:10:55, time: 0.943, data_time: 0.007, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9271, loss_cls: 0.9696, loss: 0.9696, grad_norm: 6.0360 2020-10-12 10:37:33,025 - mmaction - INFO - Epoch [26][1000/5010] lr: 7.500e-04, eta: 1 day, 11:10:34, time: 0.954, data_time: 0.005, memory: 10398, top1_acc: 0.7229, top5_acc: 0.8958, loss_cls: 1.0715, loss: 1.0715, grad_norm: 6.2337 2020-10-12 10:37:52,063 - mmaction - INFO - Epoch [26][1020/5010] lr: 7.500e-04, eta: 1 day, 11:10:12, time: 0.952, data_time: 0.002, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9000, loss_cls: 1.0417, loss: 1.0417, grad_norm: 6.0871 2020-10-12 10:38:12,654 - mmaction - INFO - Epoch [26][1040/5010] lr: 7.500e-04, eta: 1 day, 11:09:52, time: 1.027, data_time: 0.005, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9073, loss_cls: 1.0491, loss: 1.0491, grad_norm: 6.0806 2020-10-12 10:38:32,830 - mmaction - INFO - Epoch [26][1060/5010] lr: 7.500e-04, eta: 1 day, 11:09:31, time: 1.011, data_time: 0.007, memory: 10398, top1_acc: 0.7229, top5_acc: 0.9000, loss_cls: 1.0785, loss: 1.0785, grad_norm: 6.1870 2020-10-12 10:38:51,053 - mmaction - INFO - Epoch [26][1080/5010] lr: 7.500e-04, eta: 1 day, 11:09:09, time: 0.911, data_time: 0.002, memory: 10398, top1_acc: 0.7135, top5_acc: 0.8958, loss_cls: 1.1002, loss: 1.1002, grad_norm: 6.3003 2020-10-12 10:39:10,771 - mmaction - INFO - Epoch [26][1100/5010] lr: 7.500e-04, eta: 1 day, 11:08:48, time: 0.984, data_time: 0.004, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9042, loss_cls: 1.0310, loss: 1.0310, grad_norm: 6.2208 2020-10-12 10:39:30,105 - mmaction - INFO - Epoch [26][1120/5010] lr: 7.500e-04, eta: 1 day, 11:08:26, time: 0.968, data_time: 0.006, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9000, loss_cls: 1.0743, loss: 1.0743, grad_norm: 6.2860 2020-10-12 10:39:49,434 - mmaction - INFO - Epoch [26][1140/5010] lr: 7.500e-04, eta: 1 day, 11:08:05, time: 0.966, data_time: 0.002, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9042, loss_cls: 1.0322, loss: 1.0322, grad_norm: 6.1921 2020-10-12 10:40:09,323 - mmaction - INFO - Epoch [26][1160/5010] lr: 7.500e-04, eta: 1 day, 11:07:44, time: 0.994, data_time: 0.004, memory: 10398, top1_acc: 0.7229, top5_acc: 0.8990, loss_cls: 1.1205, loss: 1.1205, grad_norm: 6.4313 2020-10-12 10:40:28,236 - mmaction - INFO - Epoch [26][1180/5010] lr: 7.500e-04, eta: 1 day, 11:07:22, time: 0.945, data_time: 0.002, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9094, loss_cls: 1.0242, loss: 1.0242, grad_norm: 6.0598 2020-10-12 10:40:48,007 - mmaction - INFO - Epoch [26][1200/5010] lr: 7.500e-04, eta: 1 day, 11:07:01, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.7250, top5_acc: 0.8948, loss_cls: 1.0365, loss: 1.0365, grad_norm: 6.1503 2020-10-12 10:41:07,455 - mmaction - INFO - Epoch [26][1220/5010] lr: 7.500e-04, eta: 1 day, 11:06:40, time: 0.971, data_time: 0.005, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9146, loss_cls: 1.0111, loss: 1.0111, grad_norm: 6.2169 2020-10-12 10:41:26,740 - mmaction - INFO - Epoch [26][1240/5010] lr: 7.500e-04, eta: 1 day, 11:06:18, time: 0.966, data_time: 0.006, memory: 10398, top1_acc: 0.7135, top5_acc: 0.8990, loss_cls: 1.1102, loss: 1.1102, grad_norm: 6.4088 2020-10-12 10:41:45,499 - mmaction - INFO - Epoch [26][1260/5010] lr: 7.500e-04, eta: 1 day, 11:05:56, time: 0.938, data_time: 0.002, memory: 10398, top1_acc: 0.7125, top5_acc: 0.8979, loss_cls: 1.1006, loss: 1.1006, grad_norm: 6.2694 2020-10-12 10:42:05,238 - mmaction - INFO - Epoch [26][1280/5010] lr: 7.500e-04, eta: 1 day, 11:05:35, time: 0.987, data_time: 0.005, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9073, loss_cls: 1.0872, loss: 1.0872, grad_norm: 6.3594 2020-10-12 10:42:24,568 - mmaction - INFO - Epoch [26][1300/5010] lr: 7.500e-04, eta: 1 day, 11:05:14, time: 0.966, data_time: 0.003, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 1.0191, loss: 1.0191, grad_norm: 6.3228 2020-10-12 10:42:44,233 - mmaction - INFO - Epoch [26][1320/5010] lr: 7.500e-04, eta: 1 day, 11:04:53, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9073, loss_cls: 1.0640, loss: 1.0640, grad_norm: 6.1335 2020-10-12 10:43:03,238 - mmaction - INFO - Epoch [26][1340/5010] lr: 7.500e-04, eta: 1 day, 11:04:31, time: 0.950, data_time: 0.008, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9000, loss_cls: 1.1002, loss: 1.1002, grad_norm: 6.2912 2020-10-12 10:43:22,965 - mmaction - INFO - Epoch [26][1360/5010] lr: 7.500e-04, eta: 1 day, 11:04:10, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.7177, top5_acc: 0.9167, loss_cls: 1.0740, loss: 1.0740, grad_norm: 6.4475 2020-10-12 10:43:41,683 - mmaction - INFO - Epoch [26][1380/5010] lr: 7.500e-04, eta: 1 day, 11:03:48, time: 0.936, data_time: 0.002, memory: 10398, top1_acc: 0.7146, top5_acc: 0.8865, loss_cls: 1.1497, loss: 1.1497, grad_norm: 6.4094 2020-10-12 10:44:01,208 - mmaction - INFO - Epoch [26][1400/5010] lr: 7.500e-04, eta: 1 day, 11:03:27, time: 0.974, data_time: 0.004, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9042, loss_cls: 1.0602, loss: 1.0602, grad_norm: 6.3477 2020-10-12 10:44:20,089 - mmaction - INFO - Epoch [26][1420/5010] lr: 7.500e-04, eta: 1 day, 11:03:05, time: 0.946, data_time: 0.005, memory: 10398, top1_acc: 0.7271, top5_acc: 0.8958, loss_cls: 1.1281, loss: 1.1281, grad_norm: 6.3533 2020-10-12 10:44:39,866 - mmaction - INFO - Epoch [26][1440/5010] lr: 7.500e-04, eta: 1 day, 11:02:44, time: 0.987, data_time: 0.004, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9208, loss_cls: 0.9934, loss: 0.9934, grad_norm: 6.0513 2020-10-12 10:44:59,052 - mmaction - INFO - Epoch [26][1460/5010] lr: 7.500e-04, eta: 1 day, 11:02:23, time: 0.961, data_time: 0.005, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9073, loss_cls: 1.0415, loss: 1.0415, grad_norm: 6.1743 2020-10-12 10:45:18,695 - mmaction - INFO - Epoch [26][1480/5010] lr: 7.500e-04, eta: 1 day, 11:02:01, time: 0.980, data_time: 0.005, memory: 10398, top1_acc: 0.7146, top5_acc: 0.9021, loss_cls: 1.1303, loss: 1.1303, grad_norm: 6.5187 2020-10-12 10:45:37,923 - mmaction - INFO - Epoch [26][1500/5010] lr: 7.500e-04, eta: 1 day, 11:01:40, time: 0.964, data_time: 0.006, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9062, loss_cls: 1.0288, loss: 1.0288, grad_norm: 6.1833 2020-10-12 10:45:57,543 - mmaction - INFO - Epoch [26][1520/5010] lr: 7.500e-04, eta: 1 day, 11:01:19, time: 0.978, data_time: 0.004, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9104, loss_cls: 1.0476, loss: 1.0476, grad_norm: 6.3414 2020-10-12 10:46:16,686 - mmaction - INFO - Epoch [26][1540/5010] lr: 7.500e-04, eta: 1 day, 11:00:57, time: 0.960, data_time: 0.007, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9031, loss_cls: 1.0467, loss: 1.0467, grad_norm: 6.1455 2020-10-12 10:46:35,703 - mmaction - INFO - Epoch [26][1560/5010] lr: 7.500e-04, eta: 1 day, 11:00:36, time: 0.951, data_time: 0.005, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9083, loss_cls: 1.0635, loss: 1.0635, grad_norm: 6.1730 2020-10-12 10:46:55,551 - mmaction - INFO - Epoch [26][1580/5010] lr: 7.500e-04, eta: 1 day, 11:00:15, time: 0.991, data_time: 0.005, memory: 10398, top1_acc: 0.7313, top5_acc: 0.8990, loss_cls: 1.0775, loss: 1.0775, grad_norm: 6.3184 2020-10-12 10:47:14,382 - mmaction - INFO - Epoch [26][1600/5010] lr: 7.500e-04, eta: 1 day, 10:59:53, time: 0.943, data_time: 0.005, memory: 10398, top1_acc: 0.7125, top5_acc: 0.8927, loss_cls: 1.1025, loss: 1.1025, grad_norm: 6.3817 2020-10-12 10:47:33,743 - mmaction - INFO - Epoch [26][1620/5010] lr: 7.500e-04, eta: 1 day, 10:59:31, time: 0.968, data_time: 0.004, memory: 10398, top1_acc: 0.7240, top5_acc: 0.9156, loss_cls: 1.0321, loss: 1.0321, grad_norm: 6.3192 2020-10-12 10:47:53,663 - mmaction - INFO - Epoch [26][1640/5010] lr: 7.500e-04, eta: 1 day, 10:59:11, time: 0.996, data_time: 0.002, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9198, loss_cls: 0.9682, loss: 0.9682, grad_norm: 5.9737 2020-10-12 10:48:12,581 - mmaction - INFO - Epoch [26][1660/5010] lr: 7.500e-04, eta: 1 day, 10:58:49, time: 0.944, data_time: 0.004, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9104, loss_cls: 1.0265, loss: 1.0265, grad_norm: 6.2094 2020-10-12 10:48:31,975 - mmaction - INFO - Epoch [26][1680/5010] lr: 7.500e-04, eta: 1 day, 10:58:27, time: 0.971, data_time: 0.005, memory: 10398, top1_acc: 0.7052, top5_acc: 0.9125, loss_cls: 1.0601, loss: 1.0601, grad_norm: 6.4858 2020-10-12 10:48:51,291 - mmaction - INFO - Epoch [26][1700/5010] lr: 7.500e-04, eta: 1 day, 10:58:06, time: 0.966, data_time: 0.002, memory: 10398, top1_acc: 0.7146, top5_acc: 0.8948, loss_cls: 1.0976, loss: 1.0976, grad_norm: 6.5120 2020-10-12 10:49:10,430 - mmaction - INFO - Epoch [26][1720/5010] lr: 7.500e-04, eta: 1 day, 10:57:44, time: 0.953, data_time: 0.005, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9094, loss_cls: 0.9590, loss: 0.9590, grad_norm: 5.7163 2020-10-12 10:49:29,763 - mmaction - INFO - Epoch [26][1740/5010] lr: 7.500e-04, eta: 1 day, 10:57:23, time: 0.970, data_time: 0.007, memory: 10398, top1_acc: 0.7323, top5_acc: 0.8958, loss_cls: 1.0623, loss: 1.0623, grad_norm: 6.1640 2020-10-12 10:49:48,859 - mmaction - INFO - Epoch [26][1760/5010] lr: 7.500e-04, eta: 1 day, 10:57:01, time: 0.955, data_time: 0.002, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9063, loss_cls: 1.0208, loss: 1.0208, grad_norm: 6.1345 2020-10-12 10:50:07,737 - mmaction - INFO - Epoch [26][1780/5010] lr: 7.500e-04, eta: 1 day, 10:56:40, time: 0.944, data_time: 0.005, memory: 10398, top1_acc: 0.7312, top5_acc: 0.8906, loss_cls: 1.0828, loss: 1.0828, grad_norm: 6.0876 2020-10-12 10:50:27,764 - mmaction - INFO - Epoch [26][1800/5010] lr: 7.500e-04, eta: 1 day, 10:56:19, time: 1.001, data_time: 0.002, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9052, loss_cls: 1.0453, loss: 1.0453, grad_norm: 6.4242 2020-10-12 10:50:46,469 - mmaction - INFO - Epoch [26][1820/5010] lr: 7.500e-04, eta: 1 day, 10:55:57, time: 0.935, data_time: 0.002, memory: 10398, top1_acc: 0.7125, top5_acc: 0.8823, loss_cls: 1.1582, loss: 1.1582, grad_norm: 6.5417 2020-10-12 10:51:06,125 - mmaction - INFO - Epoch [26][1840/5010] lr: 7.500e-04, eta: 1 day, 10:55:36, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.7063, top5_acc: 0.9010, loss_cls: 1.1279, loss: 1.1279, grad_norm: 6.5027 2020-10-12 10:51:25,513 - mmaction - INFO - Epoch [26][1860/5010] lr: 7.500e-04, eta: 1 day, 10:55:14, time: 0.969, data_time: 0.005, memory: 10398, top1_acc: 0.7292, top5_acc: 0.8958, loss_cls: 1.0960, loss: 1.0960, grad_norm: 6.3703 2020-10-12 10:51:44,649 - mmaction - INFO - Epoch [26][1880/5010] lr: 7.500e-04, eta: 1 day, 10:54:53, time: 0.957, data_time: 0.002, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9167, loss_cls: 0.9943, loss: 0.9943, grad_norm: 6.3679 2020-10-12 10:52:03,880 - mmaction - INFO - Epoch [26][1900/5010] lr: 7.500e-04, eta: 1 day, 10:54:31, time: 0.959, data_time: 0.004, memory: 10398, top1_acc: 0.7052, top5_acc: 0.8958, loss_cls: 1.1033, loss: 1.1033, grad_norm: 6.4634 2020-10-12 10:52:23,163 - mmaction - INFO - Epoch [26][1920/5010] lr: 7.500e-04, eta: 1 day, 10:54:10, time: 0.966, data_time: 0.006, memory: 10398, top1_acc: 0.7208, top5_acc: 0.8938, loss_cls: 1.1421, loss: 1.1421, grad_norm: 6.2739 2020-10-12 10:52:42,655 - mmaction - INFO - Epoch [26][1940/5010] lr: 7.500e-04, eta: 1 day, 10:53:49, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.7063, top5_acc: 0.8865, loss_cls: 1.1517, loss: 1.1517, grad_norm: 6.5410 2020-10-12 10:53:02,436 - mmaction - INFO - Epoch [26][1960/5010] lr: 7.500e-04, eta: 1 day, 10:53:28, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.7281, top5_acc: 0.8938, loss_cls: 1.1250, loss: 1.1250, grad_norm: 6.2708 2020-10-12 10:53:22,855 - mmaction - INFO - Epoch [26][1980/5010] lr: 7.500e-04, eta: 1 day, 10:53:07, time: 1.022, data_time: 0.005, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9010, loss_cls: 1.0306, loss: 1.0306, grad_norm: 6.0317 2020-10-12 10:53:41,595 - mmaction - INFO - Epoch [26][2000/5010] lr: 7.500e-04, eta: 1 day, 10:52:45, time: 0.937, data_time: 0.002, memory: 10398, top1_acc: 0.7333, top5_acc: 0.8948, loss_cls: 1.0984, loss: 1.0984, grad_norm: 6.2797 2020-10-12 10:54:01,218 - mmaction - INFO - Epoch [26][2020/5010] lr: 7.500e-04, eta: 1 day, 10:52:24, time: 0.979, data_time: 0.005, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9031, loss_cls: 1.0843, loss: 1.0843, grad_norm: 6.4791 2020-10-12 10:54:20,789 - mmaction - INFO - Epoch [26][2040/5010] lr: 7.500e-04, eta: 1 day, 10:52:03, time: 0.981, data_time: 0.007, memory: 10398, top1_acc: 0.7229, top5_acc: 0.9021, loss_cls: 1.0343, loss: 1.0343, grad_norm: 6.1583 2020-10-12 10:54:39,980 - mmaction - INFO - Epoch [26][2060/5010] lr: 7.500e-04, eta: 1 day, 10:51:42, time: 0.958, data_time: 0.004, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9229, loss_cls: 0.9965, loss: 0.9965, grad_norm: 6.0930 2020-10-12 10:54:59,930 - mmaction - INFO - Epoch [26][2080/5010] lr: 7.500e-04, eta: 1 day, 10:51:21, time: 0.999, data_time: 0.006, memory: 10398, top1_acc: 0.7281, top5_acc: 0.8990, loss_cls: 1.1103, loss: 1.1103, grad_norm: 6.4751 2020-10-12 10:55:18,948 - mmaction - INFO - Epoch [26][2100/5010] lr: 7.500e-04, eta: 1 day, 10:50:59, time: 0.951, data_time: 0.006, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9052, loss_cls: 1.0202, loss: 1.0202, grad_norm: 6.1096 2020-10-12 10:55:38,442 - mmaction - INFO - Epoch [26][2120/5010] lr: 7.500e-04, eta: 1 day, 10:50:38, time: 0.973, data_time: 0.006, memory: 10398, top1_acc: 0.7313, top5_acc: 0.8979, loss_cls: 1.0638, loss: 1.0638, grad_norm: 6.1327 2020-10-12 10:55:58,591 - mmaction - INFO - Epoch [26][2140/5010] lr: 7.500e-04, eta: 1 day, 10:50:17, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.7271, top5_acc: 0.8969, loss_cls: 1.0916, loss: 1.0916, grad_norm: 6.2320 2020-10-12 10:56:17,951 - mmaction - INFO - Epoch [26][2160/5010] lr: 7.500e-04, eta: 1 day, 10:49:56, time: 0.968, data_time: 0.004, memory: 10398, top1_acc: 0.7313, top5_acc: 0.8990, loss_cls: 1.1276, loss: 1.1276, grad_norm: 6.4411 2020-10-12 10:56:38,024 - mmaction - INFO - Epoch [26][2180/5010] lr: 7.500e-04, eta: 1 day, 10:49:35, time: 1.002, data_time: 0.006, memory: 10398, top1_acc: 0.7125, top5_acc: 0.9177, loss_cls: 1.0556, loss: 1.0556, grad_norm: 6.3720 2020-10-12 10:56:57,968 - mmaction - INFO - Epoch [26][2200/5010] lr: 7.500e-04, eta: 1 day, 10:49:15, time: 0.999, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9146, loss_cls: 0.9530, loss: 0.9530, grad_norm: 6.0591 2020-10-12 10:57:17,514 - mmaction - INFO - Epoch [26][2220/5010] lr: 7.500e-04, eta: 1 day, 10:48:53, time: 0.974, data_time: 0.005, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9063, loss_cls: 1.0874, loss: 1.0874, grad_norm: 6.6298 2020-10-12 10:57:36,979 - mmaction - INFO - Epoch [26][2240/5010] lr: 7.500e-04, eta: 1 day, 10:48:32, time: 0.977, data_time: 0.007, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9115, loss_cls: 1.0392, loss: 1.0392, grad_norm: 6.1954 2020-10-12 10:57:56,144 - mmaction - INFO - Epoch [26][2260/5010] lr: 7.500e-04, eta: 1 day, 10:48:11, time: 0.958, data_time: 0.002, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9062, loss_cls: 1.0728, loss: 1.0728, grad_norm: 6.3756 2020-10-12 10:58:15,577 - mmaction - INFO - Epoch [26][2280/5010] lr: 7.500e-04, eta: 1 day, 10:47:49, time: 0.969, data_time: 0.005, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9104, loss_cls: 1.0454, loss: 1.0454, grad_norm: 6.2872 2020-10-12 10:58:34,995 - mmaction - INFO - Epoch [26][2300/5010] lr: 7.500e-04, eta: 1 day, 10:47:28, time: 0.973, data_time: 0.006, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9021, loss_cls: 1.0358, loss: 1.0358, grad_norm: 6.4662 2020-10-12 10:58:54,424 - mmaction - INFO - Epoch [26][2320/5010] lr: 7.500e-04, eta: 1 day, 10:47:07, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9073, loss_cls: 1.0181, loss: 1.0181, grad_norm: 6.1571 2020-10-12 10:59:13,673 - mmaction - INFO - Epoch [26][2340/5010] lr: 7.500e-04, eta: 1 day, 10:46:45, time: 0.961, data_time: 0.005, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9177, loss_cls: 1.0038, loss: 1.0038, grad_norm: 6.0918 2020-10-12 10:59:33,222 - mmaction - INFO - Epoch [26][2360/5010] lr: 7.500e-04, eta: 1 day, 10:46:24, time: 0.979, data_time: 0.006, memory: 10398, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1161, loss: 1.1161, grad_norm: 6.5590 2020-10-12 10:59:53,136 - mmaction - INFO - Epoch [26][2380/5010] lr: 7.500e-04, eta: 1 day, 10:46:03, time: 0.995, data_time: 0.002, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9021, loss_cls: 1.0437, loss: 1.0437, grad_norm: 6.0971 2020-10-12 11:00:16,100 - mmaction - INFO - Epoch [26][2400/5010] lr: 7.500e-04, eta: 1 day, 10:45:45, time: 1.122, data_time: 0.005, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9167, loss_cls: 1.0149, loss: 1.0149, grad_norm: 6.3001 2020-10-12 11:00:35,041 - mmaction - INFO - Epoch [26][2420/5010] lr: 7.500e-04, eta: 1 day, 10:45:24, time: 0.972, data_time: 0.039, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9042, loss_cls: 1.0384, loss: 1.0384, grad_norm: 6.4134 2020-10-12 11:00:54,941 - mmaction - INFO - Epoch [26][2440/5010] lr: 7.500e-04, eta: 1 day, 10:45:03, time: 0.998, data_time: 0.006, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9042, loss_cls: 1.0294, loss: 1.0294, grad_norm: 6.3962 2020-10-12 11:01:14,645 - mmaction - INFO - Epoch [26][2460/5010] lr: 7.500e-04, eta: 1 day, 10:44:42, time: 0.982, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9083, loss_cls: 0.9758, loss: 0.9758, grad_norm: 6.2355 2020-10-12 11:01:35,152 - mmaction - INFO - Epoch [26][2480/5010] lr: 7.500e-04, eta: 1 day, 10:44:22, time: 1.028, data_time: 0.006, memory: 10398, top1_acc: 0.7208, top5_acc: 0.9083, loss_cls: 1.0232, loss: 1.0232, grad_norm: 6.3035 2020-10-12 11:01:55,191 - mmaction - INFO - Epoch [26][2500/5010] lr: 7.500e-04, eta: 1 day, 10:44:01, time: 1.002, data_time: 0.002, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9146, loss_cls: 1.0662, loss: 1.0662, grad_norm: 6.3095 2020-10-12 11:02:15,427 - mmaction - INFO - Epoch [26][2520/5010] lr: 7.500e-04, eta: 1 day, 10:43:40, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.7250, top5_acc: 0.8969, loss_cls: 1.0923, loss: 1.0923, grad_norm: 6.2345 2020-10-12 11:02:34,623 - mmaction - INFO - Epoch [26][2540/5010] lr: 7.500e-04, eta: 1 day, 10:43:19, time: 0.961, data_time: 0.004, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9208, loss_cls: 0.9890, loss: 0.9890, grad_norm: 6.2168 2020-10-12 11:02:54,270 - mmaction - INFO - Epoch [26][2560/5010] lr: 7.500e-04, eta: 1 day, 10:42:58, time: 0.982, data_time: 0.002, memory: 10398, top1_acc: 0.7156, top5_acc: 0.8969, loss_cls: 1.0871, loss: 1.0871, grad_norm: 6.2934 2020-10-12 11:03:13,986 - mmaction - INFO - Epoch [26][2580/5010] lr: 7.500e-04, eta: 1 day, 10:42:37, time: 0.986, data_time: 0.006, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9156, loss_cls: 1.0122, loss: 1.0122, grad_norm: 6.1779 2020-10-12 11:03:33,730 - mmaction - INFO - Epoch [26][2600/5010] lr: 7.500e-04, eta: 1 day, 10:42:16, time: 0.987, data_time: 0.004, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9187, loss_cls: 1.0035, loss: 1.0035, grad_norm: 6.2890 2020-10-12 11:03:53,045 - mmaction - INFO - Epoch [26][2620/5010] lr: 7.500e-04, eta: 1 day, 10:41:54, time: 0.966, data_time: 0.002, memory: 10398, top1_acc: 0.7083, top5_acc: 0.8927, loss_cls: 1.1337, loss: 1.1337, grad_norm: 6.4337 2020-10-12 11:04:13,024 - mmaction - INFO - Epoch [26][2640/5010] lr: 7.500e-04, eta: 1 day, 10:41:34, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.7344, top5_acc: 0.8948, loss_cls: 1.0682, loss: 1.0682, grad_norm: 6.2337 2020-10-12 11:04:32,883 - mmaction - INFO - Epoch [26][2660/5010] lr: 7.500e-04, eta: 1 day, 10:41:13, time: 0.996, data_time: 0.007, memory: 10398, top1_acc: 0.7125, top5_acc: 0.8906, loss_cls: 1.1368, loss: 1.1368, grad_norm: 6.6403 2020-10-12 11:04:52,126 - mmaction - INFO - Epoch [26][2680/5010] lr: 7.500e-04, eta: 1 day, 10:40:51, time: 0.962, data_time: 0.002, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9062, loss_cls: 1.0600, loss: 1.0600, grad_norm: 6.2458 2020-10-12 11:05:12,098 - mmaction - INFO - Epoch [26][2700/5010] lr: 7.500e-04, eta: 1 day, 10:40:31, time: 0.999, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.8990, loss_cls: 1.0771, loss: 1.0771, grad_norm: 6.2664 2020-10-12 11:05:31,544 - mmaction - INFO - Epoch [26][2720/5010] lr: 7.500e-04, eta: 1 day, 10:40:09, time: 0.971, data_time: 0.002, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9031, loss_cls: 1.0273, loss: 1.0273, grad_norm: 6.1266 2020-10-12 11:05:51,232 - mmaction - INFO - Epoch [26][2740/5010] lr: 7.500e-04, eta: 1 day, 10:39:48, time: 0.986, data_time: 0.005, memory: 10398, top1_acc: 0.7104, top5_acc: 0.8771, loss_cls: 1.2166, loss: 1.2166, grad_norm: 6.5417 2020-10-12 11:06:10,810 - mmaction - INFO - Epoch [26][2760/5010] lr: 7.500e-04, eta: 1 day, 10:39:27, time: 0.977, data_time: 0.005, memory: 10398, top1_acc: 0.7198, top5_acc: 0.8885, loss_cls: 1.1222, loss: 1.1222, grad_norm: 6.4019 2020-10-12 11:06:30,014 - mmaction - INFO - Epoch [26][2780/5010] lr: 7.500e-04, eta: 1 day, 10:39:06, time: 0.962, data_time: 0.005, memory: 10398, top1_acc: 0.7146, top5_acc: 0.9042, loss_cls: 1.0987, loss: 1.0987, grad_norm: 6.4619 2020-10-12 11:06:49,629 - mmaction - INFO - Epoch [26][2800/5010] lr: 7.500e-04, eta: 1 day, 10:38:45, time: 0.981, data_time: 0.002, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9010, loss_cls: 1.0822, loss: 1.0822, grad_norm: 6.2276 2020-10-12 11:07:10,277 - mmaction - INFO - Epoch [26][2820/5010] lr: 7.500e-04, eta: 1 day, 10:38:24, time: 1.029, data_time: 0.005, memory: 10398, top1_acc: 0.7219, top5_acc: 0.8979, loss_cls: 1.0846, loss: 1.0846, grad_norm: 6.4719 2020-10-12 11:07:29,937 - mmaction - INFO - Epoch [26][2840/5010] lr: 7.500e-04, eta: 1 day, 10:38:03, time: 0.986, data_time: 0.007, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9135, loss_cls: 1.0205, loss: 1.0205, grad_norm: 6.3157 2020-10-12 11:07:49,913 - mmaction - INFO - Epoch [26][2860/5010] lr: 7.500e-04, eta: 1 day, 10:37:43, time: 0.999, data_time: 0.002, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9073, loss_cls: 1.0183, loss: 1.0183, grad_norm: 6.1400 2020-10-12 11:08:09,243 - mmaction - INFO - Epoch [26][2880/5010] lr: 7.500e-04, eta: 1 day, 10:37:21, time: 0.965, data_time: 0.004, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9063, loss_cls: 1.0319, loss: 1.0319, grad_norm: 6.0861 2020-10-12 11:08:29,091 - mmaction - INFO - Epoch [26][2900/5010] lr: 7.500e-04, eta: 1 day, 10:37:00, time: 0.994, data_time: 0.006, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9042, loss_cls: 1.0222, loss: 1.0222, grad_norm: 6.3034 2020-10-12 11:08:49,039 - mmaction - INFO - Epoch [26][2920/5010] lr: 7.500e-04, eta: 1 day, 10:36:40, time: 0.998, data_time: 0.002, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9021, loss_cls: 1.0667, loss: 1.0667, grad_norm: 6.3751 2020-10-12 11:09:08,522 - mmaction - INFO - Epoch [26][2940/5010] lr: 7.500e-04, eta: 1 day, 10:36:18, time: 0.972, data_time: 0.004, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9021, loss_cls: 1.0590, loss: 1.0590, grad_norm: 6.2682 2020-10-12 11:09:28,311 - mmaction - INFO - Epoch [26][2960/5010] lr: 7.500e-04, eta: 1 day, 10:35:58, time: 0.991, data_time: 0.006, memory: 10398, top1_acc: 0.7229, top5_acc: 0.9010, loss_cls: 1.0883, loss: 1.0883, grad_norm: 6.4982 2020-10-12 11:09:47,458 - mmaction - INFO - Epoch [26][2980/5010] lr: 7.500e-04, eta: 1 day, 10:35:36, time: 0.957, data_time: 0.002, memory: 10398, top1_acc: 0.7208, top5_acc: 0.9125, loss_cls: 1.0492, loss: 1.0492, grad_norm: 6.4135 2020-10-12 11:10:07,764 - mmaction - INFO - Epoch [26][3000/5010] lr: 7.500e-04, eta: 1 day, 10:35:16, time: 1.015, data_time: 0.005, memory: 10398, top1_acc: 0.7177, top5_acc: 0.8885, loss_cls: 1.0888, loss: 1.0888, grad_norm: 6.5372 2020-10-12 11:10:27,039 - mmaction - INFO - Epoch [26][3020/5010] lr: 7.500e-04, eta: 1 day, 10:34:54, time: 0.964, data_time: 0.002, memory: 10398, top1_acc: 0.7365, top5_acc: 0.8990, loss_cls: 1.0446, loss: 1.0446, grad_norm: 6.2074 2020-10-12 11:10:46,760 - mmaction - INFO - Epoch [26][3040/5010] lr: 7.500e-04, eta: 1 day, 10:34:33, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9167, loss_cls: 1.0223, loss: 1.0223, grad_norm: 6.1688 2020-10-12 11:11:06,967 - mmaction - INFO - Epoch [26][3060/5010] lr: 7.500e-04, eta: 1 day, 10:34:13, time: 1.009, data_time: 0.004, memory: 10398, top1_acc: 0.7146, top5_acc: 0.8948, loss_cls: 1.1252, loss: 1.1252, grad_norm: 6.5470 2020-10-12 11:11:26,324 - mmaction - INFO - Epoch [26][3080/5010] lr: 7.500e-04, eta: 1 day, 10:33:51, time: 0.969, data_time: 0.005, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9021, loss_cls: 1.0445, loss: 1.0445, grad_norm: 6.2887 2020-10-12 11:11:46,934 - mmaction - INFO - Epoch [26][3100/5010] lr: 7.500e-04, eta: 1 day, 10:33:31, time: 1.031, data_time: 0.002, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9135, loss_cls: 0.9944, loss: 0.9944, grad_norm: 6.2388 2020-10-12 11:12:06,340 - mmaction - INFO - Epoch [26][3120/5010] lr: 7.500e-04, eta: 1 day, 10:33:10, time: 0.968, data_time: 0.005, memory: 10398, top1_acc: 0.7219, top5_acc: 0.9052, loss_cls: 1.1088, loss: 1.1088, grad_norm: 6.2851 2020-10-12 11:12:25,948 - mmaction - INFO - Epoch [26][3140/5010] lr: 7.500e-04, eta: 1 day, 10:32:49, time: 0.983, data_time: 0.007, memory: 10398, top1_acc: 0.7177, top5_acc: 0.8938, loss_cls: 1.1016, loss: 1.1016, grad_norm: 6.5185 2020-10-12 11:12:45,676 - mmaction - INFO - Epoch [26][3160/5010] lr: 7.500e-04, eta: 1 day, 10:32:28, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.7219, top5_acc: 0.9021, loss_cls: 1.0849, loss: 1.0849, grad_norm: 6.4204 2020-10-12 11:13:06,067 - mmaction - INFO - Epoch [26][3180/5010] lr: 7.500e-04, eta: 1 day, 10:32:07, time: 1.020, data_time: 0.005, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9177, loss_cls: 0.9571, loss: 0.9571, grad_norm: 5.8909 2020-10-12 11:13:25,123 - mmaction - INFO - Epoch [26][3200/5010] lr: 7.500e-04, eta: 1 day, 10:31:46, time: 0.953, data_time: 0.002, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9146, loss_cls: 0.9680, loss: 0.9680, grad_norm: 6.4129 2020-10-12 11:13:45,216 - mmaction - INFO - Epoch [26][3220/5010] lr: 7.500e-04, eta: 1 day, 10:31:25, time: 1.005, data_time: 0.002, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9073, loss_cls: 1.0416, loss: 1.0416, grad_norm: 6.4205 2020-10-12 11:14:04,552 - mmaction - INFO - Epoch [26][3240/5010] lr: 7.500e-04, eta: 1 day, 10:31:04, time: 0.965, data_time: 0.005, memory: 10398, top1_acc: 0.7240, top5_acc: 0.9052, loss_cls: 1.0835, loss: 1.0835, grad_norm: 6.3616 2020-10-12 11:14:23,968 - mmaction - INFO - Epoch [26][3260/5010] lr: 7.500e-04, eta: 1 day, 10:30:43, time: 0.972, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9063, loss_cls: 1.0160, loss: 1.0160, grad_norm: 6.1206 2020-10-12 11:14:43,284 - mmaction - INFO - Epoch [26][3280/5010] lr: 7.500e-04, eta: 1 day, 10:30:21, time: 0.966, data_time: 0.002, memory: 10398, top1_acc: 0.7125, top5_acc: 0.8854, loss_cls: 1.1589, loss: 1.1589, grad_norm: 6.7146 2020-10-12 11:15:03,062 - mmaction - INFO - Epoch [26][3300/5010] lr: 7.500e-04, eta: 1 day, 10:30:00, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9010, loss_cls: 1.0717, loss: 1.0717, grad_norm: 6.2464 2020-10-12 11:15:22,618 - mmaction - INFO - Epoch [26][3320/5010] lr: 7.500e-04, eta: 1 day, 10:29:39, time: 0.978, data_time: 0.002, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9000, loss_cls: 1.0506, loss: 1.0506, grad_norm: 6.2875 2020-10-12 11:15:43,406 - mmaction - INFO - Epoch [26][3340/5010] lr: 7.500e-04, eta: 1 day, 10:29:19, time: 1.039, data_time: 0.002, memory: 10398, top1_acc: 0.7260, top5_acc: 0.9021, loss_cls: 1.0168, loss: 1.0168, grad_norm: 6.0334 2020-10-12 11:16:02,922 - mmaction - INFO - Epoch [26][3360/5010] lr: 7.500e-04, eta: 1 day, 10:28:58, time: 0.974, data_time: 0.004, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9021, loss_cls: 1.0917, loss: 1.0917, grad_norm: 6.5735 2020-10-12 11:16:22,833 - mmaction - INFO - Epoch [26][3380/5010] lr: 7.500e-04, eta: 1 day, 10:28:37, time: 0.998, data_time: 0.007, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8906, loss_cls: 1.1262, loss: 1.1262, grad_norm: 6.5067 2020-10-12 11:16:43,263 - mmaction - INFO - Epoch [26][3400/5010] lr: 7.500e-04, eta: 1 day, 10:28:17, time: 1.022, data_time: 0.002, memory: 10398, top1_acc: 0.7187, top5_acc: 0.8917, loss_cls: 1.1383, loss: 1.1383, grad_norm: 6.4757 2020-10-12 11:17:03,570 - mmaction - INFO - Epoch [26][3420/5010] lr: 7.500e-04, eta: 1 day, 10:27:56, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.7313, top5_acc: 0.8969, loss_cls: 1.0501, loss: 1.0501, grad_norm: 6.1287 2020-10-12 11:17:22,952 - mmaction - INFO - Epoch [26][3440/5010] lr: 7.500e-04, eta: 1 day, 10:27:35, time: 0.971, data_time: 0.005, memory: 10398, top1_acc: 0.7240, top5_acc: 0.9115, loss_cls: 1.0762, loss: 1.0762, grad_norm: 6.4392 2020-10-12 11:17:42,272 - mmaction - INFO - Epoch [26][3460/5010] lr: 7.500e-04, eta: 1 day, 10:27:14, time: 0.966, data_time: 0.002, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9021, loss_cls: 1.0579, loss: 1.0579, grad_norm: 6.1803 2020-10-12 11:18:02,856 - mmaction - INFO - Epoch [26][3480/5010] lr: 7.500e-04, eta: 1 day, 10:26:54, time: 1.027, data_time: 0.004, memory: 10398, top1_acc: 0.6854, top5_acc: 0.8781, loss_cls: 1.2518, loss: 1.2518, grad_norm: 6.7727 2020-10-12 11:18:22,461 - mmaction - INFO - Epoch [26][3500/5010] lr: 7.500e-04, eta: 1 day, 10:26:33, time: 0.982, data_time: 0.007, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9115, loss_cls: 1.0150, loss: 1.0150, grad_norm: 5.9042 2020-10-12 11:18:41,832 - mmaction - INFO - Epoch [26][3520/5010] lr: 7.500e-04, eta: 1 day, 10:26:11, time: 0.969, data_time: 0.003, memory: 10398, top1_acc: 0.7198, top5_acc: 0.8865, loss_cls: 1.1320, loss: 1.1320, grad_norm: 6.5138 2020-10-12 11:19:02,122 - mmaction - INFO - Epoch [26][3540/5010] lr: 7.500e-04, eta: 1 day, 10:25:51, time: 1.012, data_time: 0.005, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9021, loss_cls: 1.0620, loss: 1.0620, grad_norm: 6.2926 2020-10-12 11:19:22,046 - mmaction - INFO - Epoch [26][3560/5010] lr: 7.500e-04, eta: 1 day, 10:25:30, time: 0.998, data_time: 0.006, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9021, loss_cls: 1.0225, loss: 1.0225, grad_norm: 6.1888 2020-10-12 11:19:42,104 - mmaction - INFO - Epoch [26][3580/5010] lr: 7.500e-04, eta: 1 day, 10:25:09, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.7365, top5_acc: 0.8937, loss_cls: 1.0630, loss: 1.0630, grad_norm: 6.3270 2020-10-12 11:20:01,856 - mmaction - INFO - Epoch [26][3600/5010] lr: 7.500e-04, eta: 1 day, 10:24:48, time: 0.987, data_time: 0.005, memory: 10398, top1_acc: 0.7260, top5_acc: 0.8979, loss_cls: 1.1154, loss: 1.1154, grad_norm: 6.7759 2020-10-12 11:20:21,404 - mmaction - INFO - Epoch [26][3620/5010] lr: 7.500e-04, eta: 1 day, 10:24:27, time: 0.977, data_time: 0.003, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9115, loss_cls: 1.0261, loss: 1.0261, grad_norm: 6.3359 2020-10-12 11:20:41,129 - mmaction - INFO - Epoch [26][3640/5010] lr: 7.500e-04, eta: 1 day, 10:24:06, time: 0.987, data_time: 0.003, memory: 10398, top1_acc: 0.7344, top5_acc: 0.8917, loss_cls: 1.0595, loss: 1.0595, grad_norm: 6.3357 2020-10-12 11:21:00,810 - mmaction - INFO - Epoch [26][3660/5010] lr: 7.500e-04, eta: 1 day, 10:23:45, time: 0.982, data_time: 0.004, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9073, loss_cls: 1.0454, loss: 1.0454, grad_norm: 6.1672 2020-10-12 11:21:21,315 - mmaction - INFO - Epoch [26][3680/5010] lr: 7.500e-04, eta: 1 day, 10:23:25, time: 1.027, data_time: 0.006, memory: 10398, top1_acc: 0.7240, top5_acc: 0.9021, loss_cls: 1.0537, loss: 1.0537, grad_norm: 6.3024 2020-10-12 11:21:41,250 - mmaction - INFO - Epoch [26][3700/5010] lr: 7.500e-04, eta: 1 day, 10:23:04, time: 0.997, data_time: 0.004, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9083, loss_cls: 1.0094, loss: 1.0094, grad_norm: 6.0632 2020-10-12 11:22:00,791 - mmaction - INFO - Epoch [26][3720/5010] lr: 7.500e-04, eta: 1 day, 10:22:43, time: 0.973, data_time: 0.004, memory: 10398, top1_acc: 0.7042, top5_acc: 0.8927, loss_cls: 1.1979, loss: 1.1979, grad_norm: 7.1010 2020-10-12 11:22:20,134 - mmaction - INFO - Epoch [26][3740/5010] lr: 7.500e-04, eta: 1 day, 10:22:22, time: 0.971, data_time: 0.007, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9104, loss_cls: 1.0371, loss: 1.0371, grad_norm: 6.2741 2020-10-12 11:22:40,223 - mmaction - INFO - Epoch [26][3760/5010] lr: 7.500e-04, eta: 1 day, 10:22:01, time: 1.005, data_time: 0.002, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9135, loss_cls: 1.0481, loss: 1.0481, grad_norm: 6.1710 2020-10-12 11:22:59,756 - mmaction - INFO - Epoch [26][3780/5010] lr: 7.500e-04, eta: 1 day, 10:21:40, time: 0.973, data_time: 0.005, memory: 10398, top1_acc: 0.7125, top5_acc: 0.8885, loss_cls: 1.1684, loss: 1.1684, grad_norm: 6.4874 2020-10-12 11:23:19,281 - mmaction - INFO - Epoch [26][3800/5010] lr: 7.500e-04, eta: 1 day, 10:21:19, time: 0.980, data_time: 0.007, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9125, loss_cls: 1.0929, loss: 1.0929, grad_norm: 6.4642 2020-10-12 11:23:39,339 - mmaction - INFO - Epoch [26][3820/5010] lr: 7.500e-04, eta: 1 day, 10:20:58, time: 1.001, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.8979, loss_cls: 1.0547, loss: 1.0547, grad_norm: 6.4122 2020-10-12 11:23:58,843 - mmaction - INFO - Epoch [26][3840/5010] lr: 7.500e-04, eta: 1 day, 10:20:37, time: 0.978, data_time: 0.006, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9115, loss_cls: 0.9691, loss: 0.9691, grad_norm: 6.0084 2020-10-12 11:24:19,039 - mmaction - INFO - Epoch [26][3860/5010] lr: 7.500e-04, eta: 1 day, 10:20:16, time: 1.007, data_time: 0.005, memory: 10398, top1_acc: 0.7156, top5_acc: 0.8875, loss_cls: 1.1361, loss: 1.1361, grad_norm: 6.4143 2020-10-12 11:24:38,888 - mmaction - INFO - Epoch [26][3880/5010] lr: 7.500e-04, eta: 1 day, 10:19:56, time: 0.994, data_time: 0.006, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9104, loss_cls: 0.9992, loss: 0.9992, grad_norm: 6.2005 2020-10-12 11:24:58,584 - mmaction - INFO - Epoch [26][3900/5010] lr: 7.500e-04, eta: 1 day, 10:19:35, time: 0.984, data_time: 0.006, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9063, loss_cls: 1.0723, loss: 1.0723, grad_norm: 6.3340 2020-10-12 11:25:19,558 - mmaction - INFO - Epoch [26][3920/5010] lr: 7.500e-04, eta: 1 day, 10:19:15, time: 1.051, data_time: 0.005, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9146, loss_cls: 0.9992, loss: 0.9992, grad_norm: 6.3376 2020-10-12 11:25:39,762 - mmaction - INFO - Epoch [26][3940/5010] lr: 7.500e-04, eta: 1 day, 10:18:54, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.7313, top5_acc: 0.9094, loss_cls: 1.0464, loss: 1.0464, grad_norm: 6.3569 2020-10-12 11:25:59,608 - mmaction - INFO - Epoch [26][3960/5010] lr: 7.500e-04, eta: 1 day, 10:18:33, time: 0.995, data_time: 0.006, memory: 10398, top1_acc: 0.7437, top5_acc: 0.8969, loss_cls: 1.0183, loss: 1.0183, grad_norm: 6.1280 2020-10-12 11:26:19,538 - mmaction - INFO - Epoch [26][3980/5010] lr: 7.500e-04, eta: 1 day, 10:18:13, time: 0.994, data_time: 0.005, memory: 10398, top1_acc: 0.7146, top5_acc: 0.8979, loss_cls: 1.1276, loss: 1.1276, grad_norm: 6.3893 2020-10-12 11:26:39,954 - mmaction - INFO - Epoch [26][4000/5010] lr: 7.500e-04, eta: 1 day, 10:17:52, time: 1.023, data_time: 0.006, memory: 10398, top1_acc: 0.7406, top5_acc: 0.8906, loss_cls: 1.0898, loss: 1.0898, grad_norm: 6.2568 2020-10-12 11:26:59,648 - mmaction - INFO - Epoch [26][4020/5010] lr: 7.500e-04, eta: 1 day, 10:17:31, time: 0.985, data_time: 0.005, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9052, loss_cls: 1.0535, loss: 1.0535, grad_norm: 6.6058 2020-10-12 11:27:18,780 - mmaction - INFO - Epoch [26][4040/5010] lr: 7.500e-04, eta: 1 day, 10:17:10, time: 0.957, data_time: 0.007, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9052, loss_cls: 0.9886, loss: 0.9886, grad_norm: 6.0260 2020-10-12 11:27:39,232 - mmaction - INFO - Epoch [26][4060/5010] lr: 7.500e-04, eta: 1 day, 10:16:49, time: 1.020, data_time: 0.005, memory: 10398, top1_acc: 0.7312, top5_acc: 0.8865, loss_cls: 1.0701, loss: 1.0701, grad_norm: 6.2936 2020-10-12 11:27:58,985 - mmaction - INFO - Epoch [26][4080/5010] lr: 7.500e-04, eta: 1 day, 10:16:29, time: 0.990, data_time: 0.006, memory: 10398, top1_acc: 0.7240, top5_acc: 0.8906, loss_cls: 1.1351, loss: 1.1351, grad_norm: 6.3670 2020-10-12 11:28:19,007 - mmaction - INFO - Epoch [26][4100/5010] lr: 7.500e-04, eta: 1 day, 10:16:08, time: 0.998, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9219, loss_cls: 0.9948, loss: 0.9948, grad_norm: 6.1465 2020-10-12 11:28:38,623 - mmaction - INFO - Epoch [26][4120/5010] lr: 7.500e-04, eta: 1 day, 10:15:47, time: 0.984, data_time: 0.007, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9104, loss_cls: 1.0763, loss: 1.0763, grad_norm: 6.4736 2020-10-12 11:28:59,413 - mmaction - INFO - Epoch [26][4140/5010] lr: 7.500e-04, eta: 1 day, 10:15:27, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9073, loss_cls: 1.0374, loss: 1.0374, grad_norm: 6.1916 2020-10-12 11:29:18,109 - mmaction - INFO - Epoch [26][4160/5010] lr: 7.500e-04, eta: 1 day, 10:15:05, time: 0.936, data_time: 0.005, memory: 10398, top1_acc: 0.7313, top5_acc: 0.9042, loss_cls: 1.0618, loss: 1.0618, grad_norm: 6.3709 2020-10-12 11:29:38,114 - mmaction - INFO - Epoch [26][4180/5010] lr: 7.500e-04, eta: 1 day, 10:14:44, time: 0.998, data_time: 0.004, memory: 10398, top1_acc: 0.7073, top5_acc: 0.8979, loss_cls: 1.1442, loss: 1.1442, grad_norm: 6.7718 2020-10-12 11:29:58,569 - mmaction - INFO - Epoch [26][4200/5010] lr: 7.500e-04, eta: 1 day, 10:14:24, time: 1.025, data_time: 0.006, memory: 10398, top1_acc: 0.7437, top5_acc: 0.9156, loss_cls: 1.0155, loss: 1.0155, grad_norm: 6.3332 2020-10-12 11:30:19,229 - mmaction - INFO - Epoch [26][4220/5010] lr: 7.500e-04, eta: 1 day, 10:14:04, time: 1.030, data_time: 0.005, memory: 10398, top1_acc: 0.7240, top5_acc: 0.8990, loss_cls: 1.0791, loss: 1.0791, grad_norm: 6.2370 2020-10-12 11:30:39,553 - mmaction - INFO - Epoch [26][4240/5010] lr: 7.500e-04, eta: 1 day, 10:13:43, time: 1.020, data_time: 0.007, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9063, loss_cls: 1.0644, loss: 1.0644, grad_norm: 6.3536 2020-10-12 11:30:59,766 - mmaction - INFO - Epoch [26][4260/5010] lr: 7.500e-04, eta: 1 day, 10:13:23, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9094, loss_cls: 1.0152, loss: 1.0152, grad_norm: 6.2155 2020-10-12 11:31:19,572 - mmaction - INFO - Epoch [26][4280/5010] lr: 7.500e-04, eta: 1 day, 10:13:02, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.7271, top5_acc: 0.8979, loss_cls: 1.0825, loss: 1.0825, grad_norm: 6.1594 2020-10-12 11:31:39,635 - mmaction - INFO - Epoch [26][4300/5010] lr: 7.500e-04, eta: 1 day, 10:12:41, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0924, loss: 1.0924, grad_norm: 6.4343 2020-10-12 11:31:59,985 - mmaction - INFO - Epoch [26][4320/5010] lr: 7.500e-04, eta: 1 day, 10:12:21, time: 1.016, data_time: 0.004, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0657, loss: 1.0657, grad_norm: 6.5243 2020-10-12 11:32:19,523 - mmaction - INFO - Epoch [26][4340/5010] lr: 7.500e-04, eta: 1 day, 10:12:00, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9104, loss_cls: 0.9672, loss: 0.9672, grad_norm: 5.9998 2020-10-12 11:32:39,715 - mmaction - INFO - Epoch [26][4360/5010] lr: 7.500e-04, eta: 1 day, 10:11:39, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.7188, top5_acc: 0.8885, loss_cls: 1.1549, loss: 1.1549, grad_norm: 6.2996 2020-10-12 11:32:59,219 - mmaction - INFO - Epoch [26][4380/5010] lr: 7.500e-04, eta: 1 day, 10:11:18, time: 0.978, data_time: 0.007, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9115, loss_cls: 0.9979, loss: 0.9979, grad_norm: 5.9244 2020-10-12 11:33:19,229 - mmaction - INFO - Epoch [26][4400/5010] lr: 7.500e-04, eta: 1 day, 10:10:57, time: 1.000, data_time: 0.005, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9010, loss_cls: 1.0659, loss: 1.0659, grad_norm: 6.3910 2020-10-12 11:33:38,611 - mmaction - INFO - Epoch [26][4420/5010] lr: 7.500e-04, eta: 1 day, 10:10:36, time: 0.970, data_time: 0.003, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9167, loss_cls: 1.0456, loss: 1.0456, grad_norm: 6.3188 2020-10-12 11:33:58,930 - mmaction - INFO - Epoch [26][4440/5010] lr: 7.500e-04, eta: 1 day, 10:10:16, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.7229, top5_acc: 0.8958, loss_cls: 1.0855, loss: 1.0855, grad_norm: 6.2045 2020-10-12 11:34:20,427 - mmaction - INFO - Epoch [26][4460/5010] lr: 7.500e-04, eta: 1 day, 10:09:56, time: 1.077, data_time: 0.006, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9135, loss_cls: 1.0639, loss: 1.0639, grad_norm: 6.4428 2020-10-12 11:34:40,454 - mmaction - INFO - Epoch [26][4480/5010] lr: 7.500e-04, eta: 1 day, 10:09:36, time: 0.998, data_time: 0.005, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9094, loss_cls: 1.0717, loss: 1.0717, grad_norm: 6.2860 2020-10-12 11:34:59,765 - mmaction - INFO - Epoch [26][4500/5010] lr: 7.500e-04, eta: 1 day, 10:09:14, time: 0.969, data_time: 0.007, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9000, loss_cls: 1.0581, loss: 1.0581, grad_norm: 6.3229 2020-10-12 11:35:19,652 - mmaction - INFO - Epoch [26][4520/5010] lr: 7.500e-04, eta: 1 day, 10:08:54, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9062, loss_cls: 1.0792, loss: 1.0792, grad_norm: 6.3520 2020-10-12 11:35:39,527 - mmaction - INFO - Epoch [26][4540/5010] lr: 7.500e-04, eta: 1 day, 10:08:33, time: 0.995, data_time: 0.005, memory: 10398, top1_acc: 0.7271, top5_acc: 0.8990, loss_cls: 1.0730, loss: 1.0730, grad_norm: 6.0384 2020-10-12 11:35:59,885 - mmaction - INFO - Epoch [26][4560/5010] lr: 7.500e-04, eta: 1 day, 10:08:12, time: 1.016, data_time: 0.005, memory: 10398, top1_acc: 0.7198, top5_acc: 0.9031, loss_cls: 1.0964, loss: 1.0964, grad_norm: 6.4342 2020-10-12 11:36:19,060 - mmaction - INFO - Epoch [26][4580/5010] lr: 7.500e-04, eta: 1 day, 10:07:51, time: 0.961, data_time: 0.005, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9177, loss_cls: 0.9404, loss: 0.9404, grad_norm: 5.9056 2020-10-12 11:36:39,211 - mmaction - INFO - Epoch [26][4600/5010] lr: 7.500e-04, eta: 1 day, 10:07:30, time: 1.004, data_time: 0.005, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8990, loss_cls: 1.0856, loss: 1.0856, grad_norm: 6.6215 2020-10-12 11:36:58,507 - mmaction - INFO - Epoch [26][4620/5010] lr: 7.500e-04, eta: 1 day, 10:07:09, time: 0.968, data_time: 0.007, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9052, loss_cls: 1.0290, loss: 1.0290, grad_norm: 6.3602 2020-10-12 11:37:18,248 - mmaction - INFO - Epoch [26][4640/5010] lr: 7.500e-04, eta: 1 day, 10:06:48, time: 0.984, data_time: 0.005, memory: 10398, top1_acc: 0.7229, top5_acc: 0.8885, loss_cls: 1.1152, loss: 1.1152, grad_norm: 6.4882 2020-10-12 11:37:39,294 - mmaction - INFO - Epoch [26][4660/5010] lr: 7.500e-04, eta: 1 day, 10:06:28, time: 1.055, data_time: 0.007, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9052, loss_cls: 1.0592, loss: 1.0592, grad_norm: 6.6654 2020-10-12 11:37:59,209 - mmaction - INFO - Epoch [26][4680/5010] lr: 7.500e-04, eta: 1 day, 10:06:08, time: 0.994, data_time: 0.005, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9073, loss_cls: 1.0143, loss: 1.0143, grad_norm: 6.2736 2020-10-12 11:38:18,746 - mmaction - INFO - Epoch [26][4700/5010] lr: 7.500e-04, eta: 1 day, 10:05:46, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9052, loss_cls: 1.0869, loss: 1.0869, grad_norm: 6.4621 2020-10-12 11:38:38,777 - mmaction - INFO - Epoch [26][4720/5010] lr: 7.500e-04, eta: 1 day, 10:05:26, time: 1.000, data_time: 0.005, memory: 10398, top1_acc: 0.7354, top5_acc: 0.8906, loss_cls: 1.0546, loss: 1.0546, grad_norm: 6.4436 2020-10-12 11:38:58,563 - mmaction - INFO - Epoch [26][4740/5010] lr: 7.500e-04, eta: 1 day, 10:05:05, time: 0.991, data_time: 0.006, memory: 10398, top1_acc: 0.7312, top5_acc: 0.8969, loss_cls: 1.0420, loss: 1.0420, grad_norm: 6.1955 2020-10-12 11:39:18,729 - mmaction - INFO - Epoch [26][4760/5010] lr: 7.500e-04, eta: 1 day, 10:04:44, time: 1.007, data_time: 0.004, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9094, loss_cls: 1.0415, loss: 1.0415, grad_norm: 6.2112 2020-10-12 11:39:38,718 - mmaction - INFO - Epoch [26][4780/5010] lr: 7.500e-04, eta: 1 day, 10:04:24, time: 1.001, data_time: 0.005, memory: 10398, top1_acc: 0.7448, top5_acc: 0.8958, loss_cls: 1.0590, loss: 1.0590, grad_norm: 6.3653 2020-10-12 11:39:58,124 - mmaction - INFO - Epoch [26][4800/5010] lr: 7.500e-04, eta: 1 day, 10:04:02, time: 0.968, data_time: 0.004, memory: 10398, top1_acc: 0.7052, top5_acc: 0.8740, loss_cls: 1.1360, loss: 1.1360, grad_norm: 6.4690 2020-10-12 11:40:18,263 - mmaction - INFO - Epoch [26][4820/5010] lr: 7.500e-04, eta: 1 day, 10:03:42, time: 1.009, data_time: 0.006, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9021, loss_cls: 1.0202, loss: 1.0202, grad_norm: 6.0769 2020-10-12 11:40:37,723 - mmaction - INFO - Epoch [26][4840/5010] lr: 7.500e-04, eta: 1 day, 10:03:21, time: 0.971, data_time: 0.004, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9052, loss_cls: 1.0796, loss: 1.0796, grad_norm: 6.2880 2020-10-12 11:40:57,480 - mmaction - INFO - Epoch [26][4860/5010] lr: 7.500e-04, eta: 1 day, 10:03:00, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.7260, top5_acc: 0.8958, loss_cls: 1.1077, loss: 1.1077, grad_norm: 6.4931 2020-10-12 11:41:17,141 - mmaction - INFO - Epoch [26][4880/5010] lr: 7.500e-04, eta: 1 day, 10:02:39, time: 0.982, data_time: 0.005, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9063, loss_cls: 1.0562, loss: 1.0562, grad_norm: 6.3381 2020-10-12 11:41:36,419 - mmaction - INFO - Epoch [26][4900/5010] lr: 7.500e-04, eta: 1 day, 10:02:17, time: 0.965, data_time: 0.005, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9052, loss_cls: 1.0145, loss: 1.0145, grad_norm: 5.9706 2020-10-12 11:41:56,471 - mmaction - INFO - Epoch [26][4920/5010] lr: 7.500e-04, eta: 1 day, 10:01:57, time: 1.001, data_time: 0.004, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9156, loss_cls: 1.0113, loss: 1.0113, grad_norm: 6.2475 2020-10-12 11:42:16,561 - mmaction - INFO - Epoch [26][4940/5010] lr: 7.500e-04, eta: 1 day, 10:01:36, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.7135, top5_acc: 0.8875, loss_cls: 1.1236, loss: 1.1236, grad_norm: 6.5852 2020-10-12 11:42:36,397 - mmaction - INFO - Epoch [26][4960/5010] lr: 7.500e-04, eta: 1 day, 10:01:15, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9250, loss_cls: 1.0083, loss: 1.0083, grad_norm: 6.1946 2020-10-12 11:42:56,537 - mmaction - INFO - Epoch [26][4980/5010] lr: 7.500e-04, eta: 1 day, 10:00:55, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.7229, top5_acc: 0.8958, loss_cls: 1.1144, loss: 1.1144, grad_norm: 6.4699 2020-10-12 11:43:15,963 - mmaction - INFO - Epoch [26][5000/5010] lr: 7.500e-04, eta: 1 day, 10:00:33, time: 0.969, data_time: 0.005, memory: 10398, top1_acc: 0.7115, top5_acc: 0.8906, loss_cls: 1.1235, loss: 1.1235, grad_norm: 6.4818 2020-10-12 11:43:59,452 - mmaction - INFO - Epoch [27][20/5010] lr: 7.500e-04, eta: 1 day, 10:00:06, time: 1.690, data_time: 0.792, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9052, loss_cls: 1.0286, loss: 1.0286, grad_norm: 6.2467 2020-10-12 11:44:17,428 - mmaction - INFO - Epoch [27][40/5010] lr: 7.500e-04, eta: 1 day, 9:59:43, time: 0.900, data_time: 0.005, memory: 10398, top1_acc: 0.7365, top5_acc: 0.8938, loss_cls: 1.0864, loss: 1.0864, grad_norm: 6.3803 2020-10-12 11:44:37,265 - mmaction - INFO - Epoch [27][60/5010] lr: 7.500e-04, eta: 1 day, 9:59:22, time: 0.990, data_time: 0.005, memory: 10398, top1_acc: 0.7292, top5_acc: 0.8938, loss_cls: 1.0893, loss: 1.0893, grad_norm: 5.9357 2020-10-12 11:44:56,323 - mmaction - INFO - Epoch [27][80/5010] lr: 7.500e-04, eta: 1 day, 9:59:01, time: 0.955, data_time: 0.006, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9031, loss_cls: 1.0678, loss: 1.0678, grad_norm: 6.3532 2020-10-12 11:45:16,116 - mmaction - INFO - Epoch [27][100/5010] lr: 7.500e-04, eta: 1 day, 9:58:40, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9313, loss_cls: 0.9130, loss: 0.9130, grad_norm: 5.9386 2020-10-12 11:45:35,363 - mmaction - INFO - Epoch [27][120/5010] lr: 7.500e-04, eta: 1 day, 9:58:19, time: 0.964, data_time: 0.006, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9052, loss_cls: 1.0454, loss: 1.0454, grad_norm: 6.3730 2020-10-12 11:45:54,849 - mmaction - INFO - Epoch [27][140/5010] lr: 7.500e-04, eta: 1 day, 9:57:57, time: 0.973, data_time: 0.005, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9000, loss_cls: 1.0344, loss: 1.0344, grad_norm: 6.2530 2020-10-12 11:46:14,497 - mmaction - INFO - Epoch [27][160/5010] lr: 7.500e-04, eta: 1 day, 9:57:36, time: 0.984, data_time: 0.005, memory: 10398, top1_acc: 0.7146, top5_acc: 0.9115, loss_cls: 1.0668, loss: 1.0668, grad_norm: 6.2864 2020-10-12 11:46:33,977 - mmaction - INFO - Epoch [27][180/5010] lr: 7.500e-04, eta: 1 day, 9:57:15, time: 0.974, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9010, loss_cls: 1.0302, loss: 1.0302, grad_norm: 6.2139 2020-10-12 11:46:54,412 - mmaction - INFO - Epoch [27][200/5010] lr: 7.500e-04, eta: 1 day, 9:56:55, time: 1.021, data_time: 0.002, memory: 10398, top1_acc: 0.7240, top5_acc: 0.9010, loss_cls: 1.0849, loss: 1.0849, grad_norm: 6.4643 2020-10-12 11:47:14,027 - mmaction - INFO - Epoch [27][220/5010] lr: 7.500e-04, eta: 1 day, 9:56:34, time: 0.979, data_time: 0.006, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9156, loss_cls: 0.9364, loss: 0.9364, grad_norm: 5.9117 2020-10-12 11:47:34,277 - mmaction - INFO - Epoch [27][240/5010] lr: 7.500e-04, eta: 1 day, 9:56:13, time: 1.015, data_time: 0.006, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9115, loss_cls: 1.0316, loss: 1.0316, grad_norm: 6.3871 2020-10-12 11:47:53,841 - mmaction - INFO - Epoch [27][260/5010] lr: 7.500e-04, eta: 1 day, 9:55:52, time: 0.978, data_time: 0.002, memory: 10398, top1_acc: 0.7187, top5_acc: 0.8917, loss_cls: 1.0968, loss: 1.0968, grad_norm: 6.5093 2020-10-12 11:48:14,243 - mmaction - INFO - Epoch [27][280/5010] lr: 7.500e-04, eta: 1 day, 9:55:32, time: 1.021, data_time: 0.005, memory: 10398, top1_acc: 0.7198, top5_acc: 0.8896, loss_cls: 1.1157, loss: 1.1157, grad_norm: 6.1383 2020-10-12 11:48:33,716 - mmaction - INFO - Epoch [27][300/5010] lr: 7.500e-04, eta: 1 day, 9:55:11, time: 0.974, data_time: 0.006, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9177, loss_cls: 1.0210, loss: 1.0210, grad_norm: 6.4341 2020-10-12 11:48:53,313 - mmaction - INFO - Epoch [27][320/5010] lr: 7.500e-04, eta: 1 day, 9:54:50, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.7333, top5_acc: 0.8906, loss_cls: 1.0556, loss: 1.0556, grad_norm: 6.1031 2020-10-12 11:49:14,579 - mmaction - INFO - Epoch [27][340/5010] lr: 7.500e-04, eta: 1 day, 9:54:30, time: 1.061, data_time: 0.004, memory: 10398, top1_acc: 0.7427, top5_acc: 0.8990, loss_cls: 1.0036, loss: 1.0036, grad_norm: 6.0464 2020-10-12 11:49:34,270 - mmaction - INFO - Epoch [27][360/5010] lr: 7.500e-04, eta: 1 day, 9:54:09, time: 0.987, data_time: 0.006, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9073, loss_cls: 0.9891, loss: 0.9891, grad_norm: 6.0583 2020-10-12 11:49:53,358 - mmaction - INFO - Epoch [27][380/5010] lr: 7.500e-04, eta: 1 day, 9:53:48, time: 0.954, data_time: 0.002, memory: 10398, top1_acc: 0.7229, top5_acc: 0.9167, loss_cls: 1.0390, loss: 1.0390, grad_norm: 6.5122 2020-10-12 11:50:13,480 - mmaction - INFO - Epoch [27][400/5010] lr: 7.500e-04, eta: 1 day, 9:53:27, time: 1.004, data_time: 0.005, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9042, loss_cls: 1.0001, loss: 1.0001, grad_norm: 6.0193 2020-10-12 11:50:32,859 - mmaction - INFO - Epoch [27][420/5010] lr: 7.500e-04, eta: 1 day, 9:53:06, time: 0.971, data_time: 0.007, memory: 10398, top1_acc: 0.7385, top5_acc: 0.8948, loss_cls: 1.0702, loss: 1.0702, grad_norm: 6.2842 2020-10-12 11:50:52,423 - mmaction - INFO - Epoch [27][440/5010] lr: 7.500e-04, eta: 1 day, 9:52:45, time: 0.978, data_time: 0.002, memory: 10398, top1_acc: 0.7260, top5_acc: 0.9177, loss_cls: 1.0193, loss: 1.0193, grad_norm: 6.4791 2020-10-12 11:51:12,190 - mmaction - INFO - Epoch [27][460/5010] lr: 7.500e-04, eta: 1 day, 9:52:24, time: 0.987, data_time: 0.005, memory: 10398, top1_acc: 0.7448, top5_acc: 0.8938, loss_cls: 1.0263, loss: 1.0263, grad_norm: 6.3729 2020-10-12 11:51:31,627 - mmaction - INFO - Epoch [27][480/5010] lr: 7.500e-04, eta: 1 day, 9:52:03, time: 0.973, data_time: 0.006, memory: 10398, top1_acc: 0.7094, top5_acc: 0.8938, loss_cls: 1.1105, loss: 1.1105, grad_norm: 6.4608 2020-10-12 11:51:51,379 - mmaction - INFO - Epoch [27][500/5010] lr: 7.500e-04, eta: 1 day, 9:51:42, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9000, loss_cls: 1.0511, loss: 1.0511, grad_norm: 6.0557 2020-10-12 11:52:11,046 - mmaction - INFO - Epoch [27][520/5010] lr: 7.500e-04, eta: 1 day, 9:51:21, time: 0.985, data_time: 0.003, memory: 10398, top1_acc: 0.7156, top5_acc: 0.8990, loss_cls: 1.0689, loss: 1.0689, grad_norm: 6.4519 2020-10-12 11:52:31,142 - mmaction - INFO - Epoch [27][540/5010] lr: 7.500e-04, eta: 1 day, 9:51:00, time: 1.003, data_time: 0.005, memory: 10398, top1_acc: 0.7292, top5_acc: 0.8927, loss_cls: 1.1093, loss: 1.1093, grad_norm: 6.4733 2020-10-12 11:52:51,416 - mmaction - INFO - Epoch [27][560/5010] lr: 7.500e-04, eta: 1 day, 9:50:40, time: 1.015, data_time: 0.004, memory: 10398, top1_acc: 0.7219, top5_acc: 0.9094, loss_cls: 1.0539, loss: 1.0539, grad_norm: 6.5608 2020-10-12 11:53:11,193 - mmaction - INFO - Epoch [27][580/5010] lr: 7.500e-04, eta: 1 day, 9:50:19, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.7302, top5_acc: 0.8917, loss_cls: 1.0957, loss: 1.0957, grad_norm: 6.4207 2020-10-12 11:53:30,925 - mmaction - INFO - Epoch [27][600/5010] lr: 7.500e-04, eta: 1 day, 9:49:58, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0660, loss: 1.0660, grad_norm: 6.3218 2020-10-12 11:53:50,588 - mmaction - INFO - Epoch [27][620/5010] lr: 7.500e-04, eta: 1 day, 9:49:37, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9177, loss_cls: 0.9920, loss: 0.9920, grad_norm: 6.2100 2020-10-12 11:54:10,575 - mmaction - INFO - Epoch [27][640/5010] lr: 7.500e-04, eta: 1 day, 9:49:16, time: 0.996, data_time: 0.004, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9073, loss_cls: 1.0299, loss: 1.0299, grad_norm: 6.3306 2020-10-12 11:54:30,294 - mmaction - INFO - Epoch [27][660/5010] lr: 7.500e-04, eta: 1 day, 9:48:55, time: 0.990, data_time: 0.007, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9156, loss_cls: 0.9473, loss: 0.9473, grad_norm: 6.1955 2020-10-12 11:54:50,137 - mmaction - INFO - Epoch [27][680/5010] lr: 7.500e-04, eta: 1 day, 9:48:34, time: 0.992, data_time: 0.002, memory: 10398, top1_acc: 0.7427, top5_acc: 0.8885, loss_cls: 1.0486, loss: 1.0486, grad_norm: 6.2733 2020-10-12 11:55:10,134 - mmaction - INFO - Epoch [27][700/5010] lr: 7.500e-04, eta: 1 day, 9:48:14, time: 1.000, data_time: 0.004, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9094, loss_cls: 0.9837, loss: 0.9837, grad_norm: 6.2252 2020-10-12 11:55:30,065 - mmaction - INFO - Epoch [27][720/5010] lr: 7.500e-04, eta: 1 day, 9:47:53, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9052, loss_cls: 1.0200, loss: 1.0200, grad_norm: 6.0909 2020-10-12 11:55:49,286 - mmaction - INFO - Epoch [27][740/5010] lr: 7.500e-04, eta: 1 day, 9:47:32, time: 0.961, data_time: 0.002, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9104, loss_cls: 0.9678, loss: 0.9678, grad_norm: 6.2100 2020-10-12 11:56:09,619 - mmaction - INFO - Epoch [27][760/5010] lr: 7.500e-04, eta: 1 day, 9:47:11, time: 1.015, data_time: 0.004, memory: 10398, top1_acc: 0.7313, top5_acc: 0.8854, loss_cls: 1.0739, loss: 1.0739, grad_norm: 6.4504 2020-10-12 11:56:30,279 - mmaction - INFO - Epoch [27][780/5010] lr: 7.500e-04, eta: 1 day, 9:46:51, time: 1.035, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9115, loss_cls: 0.9640, loss: 0.9640, grad_norm: 5.9726 2020-10-12 11:56:49,653 - mmaction - INFO - Epoch [27][800/5010] lr: 7.500e-04, eta: 1 day, 9:46:30, time: 0.968, data_time: 0.002, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9031, loss_cls: 1.0682, loss: 1.0682, grad_norm: 6.4359 2020-10-12 11:57:09,281 - mmaction - INFO - Epoch [27][820/5010] lr: 7.500e-04, eta: 1 day, 9:46:09, time: 0.981, data_time: 0.005, memory: 10398, top1_acc: 0.7365, top5_acc: 0.8990, loss_cls: 1.0016, loss: 1.0016, grad_norm: 5.9865 2020-10-12 11:57:30,354 - mmaction - INFO - Epoch [27][840/5010] lr: 7.500e-04, eta: 1 day, 9:45:49, time: 1.054, data_time: 0.007, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9135, loss_cls: 1.0123, loss: 1.0123, grad_norm: 6.2406 2020-10-12 11:57:49,860 - mmaction - INFO - Epoch [27][860/5010] lr: 7.500e-04, eta: 1 day, 9:45:28, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.7187, top5_acc: 0.8979, loss_cls: 1.0592, loss: 1.0592, grad_norm: 6.5267 2020-10-12 11:58:09,205 - mmaction - INFO - Epoch [27][880/5010] lr: 7.500e-04, eta: 1 day, 9:45:07, time: 0.966, data_time: 0.005, memory: 10398, top1_acc: 0.6958, top5_acc: 0.8948, loss_cls: 1.1233, loss: 1.1233, grad_norm: 6.5737 2020-10-12 11:58:28,940 - mmaction - INFO - Epoch [27][900/5010] lr: 7.500e-04, eta: 1 day, 9:44:46, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.7313, top5_acc: 0.9031, loss_cls: 1.0441, loss: 1.0441, grad_norm: 6.2858 2020-10-12 11:58:49,053 - mmaction - INFO - Epoch [27][920/5010] lr: 7.500e-04, eta: 1 day, 9:44:25, time: 1.004, data_time: 0.002, memory: 10398, top1_acc: 0.7396, top5_acc: 0.8938, loss_cls: 1.0979, loss: 1.0979, grad_norm: 6.5298 2020-10-12 11:59:08,220 - mmaction - INFO - Epoch [27][940/5010] lr: 7.500e-04, eta: 1 day, 9:44:04, time: 0.958, data_time: 0.006, memory: 10398, top1_acc: 0.7135, top5_acc: 0.8937, loss_cls: 1.0765, loss: 1.0765, grad_norm: 6.4745 2020-10-12 11:59:28,186 - mmaction - INFO - Epoch [27][960/5010] lr: 7.500e-04, eta: 1 day, 9:43:43, time: 1.000, data_time: 0.005, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9125, loss_cls: 1.0555, loss: 1.0555, grad_norm: 6.4783 2020-10-12 11:59:47,842 - mmaction - INFO - Epoch [27][980/5010] lr: 7.500e-04, eta: 1 day, 9:43:22, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9052, loss_cls: 1.0801, loss: 1.0801, grad_norm: 6.4890 2020-10-12 12:00:15,769 - mmaction - INFO - Epoch [27][1000/5010] lr: 7.500e-04, eta: 1 day, 9:43:08, time: 1.362, data_time: 0.007, memory: 10398, top1_acc: 0.7031, top5_acc: 0.8979, loss_cls: 1.1427, loss: 1.1427, grad_norm: 6.5518 2020-10-12 12:00:33,531 - mmaction - INFO - Epoch [27][1020/5010] lr: 7.500e-04, eta: 1 day, 9:42:46, time: 0.922, data_time: 0.053, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9156, loss_cls: 1.0376, loss: 1.0376, grad_norm: 6.2149 2020-10-12 12:00:52,608 - mmaction - INFO - Epoch [27][1040/5010] lr: 7.500e-04, eta: 1 day, 9:42:24, time: 0.954, data_time: 0.002, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9146, loss_cls: 1.0608, loss: 1.0608, grad_norm: 6.3865 2020-10-12 12:01:12,662 - mmaction - INFO - Epoch [27][1060/5010] lr: 7.500e-04, eta: 1 day, 9:42:04, time: 1.003, data_time: 0.003, memory: 10398, top1_acc: 0.7479, top5_acc: 0.8979, loss_cls: 1.0541, loss: 1.0541, grad_norm: 6.0576 2020-10-12 12:01:32,035 - mmaction - INFO - Epoch [27][1080/5010] lr: 7.500e-04, eta: 1 day, 9:41:42, time: 0.969, data_time: 0.006, memory: 10398, top1_acc: 0.6833, top5_acc: 0.8760, loss_cls: 1.2461, loss: 1.2461, grad_norm: 6.7070 2020-10-12 12:01:51,850 - mmaction - INFO - Epoch [27][1100/5010] lr: 7.500e-04, eta: 1 day, 9:41:21, time: 0.991, data_time: 0.002, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9031, loss_cls: 1.0112, loss: 1.0112, grad_norm: 6.0485 2020-10-12 12:02:11,614 - mmaction - INFO - Epoch [27][1120/5010] lr: 7.500e-04, eta: 1 day, 9:41:01, time: 0.988, data_time: 0.006, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9187, loss_cls: 0.9980, loss: 0.9980, grad_norm: 6.1243 2020-10-12 12:02:32,567 - mmaction - INFO - Epoch [27][1140/5010] lr: 7.500e-04, eta: 1 day, 9:40:41, time: 1.046, data_time: 0.002, memory: 10398, top1_acc: 0.7240, top5_acc: 0.9052, loss_cls: 1.0501, loss: 1.0501, grad_norm: 6.3551 2020-10-12 12:02:51,441 - mmaction - INFO - Epoch [27][1160/5010] lr: 7.500e-04, eta: 1 day, 9:40:19, time: 0.945, data_time: 0.006, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9021, loss_cls: 1.0466, loss: 1.0466, grad_norm: 6.4112 2020-10-12 12:03:11,836 - mmaction - INFO - Epoch [27][1180/5010] lr: 7.500e-04, eta: 1 day, 9:39:59, time: 1.021, data_time: 0.008, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9271, loss_cls: 0.9097, loss: 0.9097, grad_norm: 5.9374 2020-10-12 12:03:31,196 - mmaction - INFO - Epoch [27][1200/5010] lr: 7.500e-04, eta: 1 day, 9:39:37, time: 0.965, data_time: 0.002, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9021, loss_cls: 1.0402, loss: 1.0402, grad_norm: 6.2508 2020-10-12 12:03:50,726 - mmaction - INFO - Epoch [27][1220/5010] lr: 7.500e-04, eta: 1 day, 9:39:16, time: 0.979, data_time: 0.006, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9156, loss_cls: 0.9576, loss: 0.9576, grad_norm: 6.2411 2020-10-12 12:04:10,041 - mmaction - INFO - Epoch [27][1240/5010] lr: 7.500e-04, eta: 1 day, 9:38:55, time: 0.962, data_time: 0.005, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9021, loss_cls: 1.0302, loss: 1.0302, grad_norm: 6.6145 2020-10-12 12:04:30,040 - mmaction - INFO - Epoch [27][1260/5010] lr: 7.500e-04, eta: 1 day, 9:38:34, time: 1.004, data_time: 0.007, memory: 10398, top1_acc: 0.7240, top5_acc: 0.8813, loss_cls: 1.1476, loss: 1.1476, grad_norm: 6.5609 2020-10-12 12:04:49,847 - mmaction - INFO - Epoch [27][1280/5010] lr: 7.500e-04, eta: 1 day, 9:38:13, time: 0.990, data_time: 0.003, memory: 10398, top1_acc: 0.7385, top5_acc: 0.8948, loss_cls: 1.1016, loss: 1.1016, grad_norm: 6.4535 2020-10-12 12:05:10,701 - mmaction - INFO - Epoch [27][1300/5010] lr: 7.500e-04, eta: 1 day, 9:37:54, time: 1.043, data_time: 0.005, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9104, loss_cls: 1.0161, loss: 1.0161, grad_norm: 6.3289 2020-10-12 12:05:30,029 - mmaction - INFO - Epoch [27][1320/5010] lr: 7.500e-04, eta: 1 day, 9:37:32, time: 0.966, data_time: 0.002, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9083, loss_cls: 1.0190, loss: 1.0190, grad_norm: 6.1890 2020-10-12 12:05:49,561 - mmaction - INFO - Epoch [27][1340/5010] lr: 7.500e-04, eta: 1 day, 9:37:11, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9063, loss_cls: 1.0416, loss: 1.0416, grad_norm: 6.1863 2020-10-12 12:06:09,432 - mmaction - INFO - Epoch [27][1360/5010] lr: 7.500e-04, eta: 1 day, 9:36:50, time: 0.990, data_time: 0.004, memory: 10398, top1_acc: 0.7135, top5_acc: 0.8969, loss_cls: 1.1150, loss: 1.1150, grad_norm: 6.7237 2020-10-12 12:06:29,953 - mmaction - INFO - Epoch [27][1380/5010] lr: 7.500e-04, eta: 1 day, 9:36:30, time: 1.029, data_time: 0.007, memory: 10398, top1_acc: 0.7313, top5_acc: 0.9000, loss_cls: 1.0962, loss: 1.0962, grad_norm: 6.2883 2020-10-12 12:06:48,977 - mmaction - INFO - Epoch [27][1400/5010] lr: 7.500e-04, eta: 1 day, 9:36:09, time: 0.952, data_time: 0.002, memory: 10398, top1_acc: 0.7240, top5_acc: 0.9073, loss_cls: 1.0608, loss: 1.0608, grad_norm: 6.4070 2020-10-12 12:07:08,745 - mmaction - INFO - Epoch [27][1420/5010] lr: 7.500e-04, eta: 1 day, 9:35:48, time: 0.987, data_time: 0.004, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9115, loss_cls: 1.0005, loss: 1.0005, grad_norm: 6.3508 2020-10-12 12:07:28,892 - mmaction - INFO - Epoch [27][1440/5010] lr: 7.500e-04, eta: 1 day, 9:35:27, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.7302, top5_acc: 0.8958, loss_cls: 1.0601, loss: 1.0601, grad_norm: 6.3421 2020-10-12 12:07:47,747 - mmaction - INFO - Epoch [27][1460/5010] lr: 7.500e-04, eta: 1 day, 9:35:05, time: 0.943, data_time: 0.003, memory: 10398, top1_acc: 0.7198, top5_acc: 0.9021, loss_cls: 1.0492, loss: 1.0492, grad_norm: 6.4640 2020-10-12 12:08:07,895 - mmaction - INFO - Epoch [27][1480/5010] lr: 7.500e-04, eta: 1 day, 9:34:45, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.7385, top5_acc: 0.8927, loss_cls: 1.0550, loss: 1.0550, grad_norm: 6.1968 2020-10-12 12:08:28,019 - mmaction - INFO - Epoch [27][1500/5010] lr: 7.500e-04, eta: 1 day, 9:34:24, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.7229, top5_acc: 0.9115, loss_cls: 1.0107, loss: 1.0107, grad_norm: 6.3724 2020-10-12 12:08:47,921 - mmaction - INFO - Epoch [27][1520/5010] lr: 7.500e-04, eta: 1 day, 9:34:04, time: 0.995, data_time: 0.002, memory: 10398, top1_acc: 0.7219, top5_acc: 0.8938, loss_cls: 1.1131, loss: 1.1131, grad_norm: 6.5409 2020-10-12 12:09:07,061 - mmaction - INFO - Epoch [27][1540/5010] lr: 7.500e-04, eta: 1 day, 9:33:42, time: 0.955, data_time: 0.004, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9229, loss_cls: 0.9660, loss: 0.9660, grad_norm: 6.2624 2020-10-12 12:09:27,130 - mmaction - INFO - Epoch [27][1560/5010] lr: 7.500e-04, eta: 1 day, 9:33:21, time: 1.005, data_time: 0.006, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9052, loss_cls: 0.9914, loss: 0.9914, grad_norm: 6.0329 2020-10-12 12:09:46,668 - mmaction - INFO - Epoch [27][1580/5010] lr: 7.500e-04, eta: 1 day, 9:33:00, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9146, loss_cls: 1.0179, loss: 1.0179, grad_norm: 6.3464 2020-10-12 12:10:06,180 - mmaction - INFO - Epoch [27][1600/5010] lr: 7.500e-04, eta: 1 day, 9:32:39, time: 0.976, data_time: 0.005, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9062, loss_cls: 1.0471, loss: 1.0471, grad_norm: 6.3058 2020-10-12 12:10:25,891 - mmaction - INFO - Epoch [27][1620/5010] lr: 7.500e-04, eta: 1 day, 9:32:18, time: 0.986, data_time: 0.003, memory: 10398, top1_acc: 0.7198, top5_acc: 0.9031, loss_cls: 1.1116, loss: 1.1116, grad_norm: 6.6387 2020-10-12 12:10:45,597 - mmaction - INFO - Epoch [27][1640/5010] lr: 7.500e-04, eta: 1 day, 9:31:57, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.7198, top5_acc: 0.9052, loss_cls: 1.0872, loss: 1.0872, grad_norm: 6.6727 2020-10-12 12:11:05,580 - mmaction - INFO - Epoch [27][1660/5010] lr: 7.500e-04, eta: 1 day, 9:31:37, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.7302, top5_acc: 0.8917, loss_cls: 1.1124, loss: 1.1124, grad_norm: 6.3845 2020-10-12 12:11:24,885 - mmaction - INFO - Epoch [27][1680/5010] lr: 7.500e-04, eta: 1 day, 9:31:15, time: 0.967, data_time: 0.005, memory: 10398, top1_acc: 0.7271, top5_acc: 0.8917, loss_cls: 1.1289, loss: 1.1289, grad_norm: 6.4968 2020-10-12 12:11:44,349 - mmaction - INFO - Epoch [27][1700/5010] lr: 7.500e-04, eta: 1 day, 9:30:54, time: 0.973, data_time: 0.002, memory: 10398, top1_acc: 0.7344, top5_acc: 0.8990, loss_cls: 1.0301, loss: 1.0301, grad_norm: 6.1481 2020-10-12 12:12:04,330 - mmaction - INFO - Epoch [27][1720/5010] lr: 7.500e-04, eta: 1 day, 9:30:34, time: 0.997, data_time: 0.004, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9167, loss_cls: 0.8690, loss: 0.8690, grad_norm: 5.6890 2020-10-12 12:12:24,356 - mmaction - INFO - Epoch [27][1740/5010] lr: 7.500e-04, eta: 1 day, 9:30:13, time: 1.001, data_time: 0.005, memory: 10398, top1_acc: 0.7083, top5_acc: 0.8990, loss_cls: 1.1378, loss: 1.1378, grad_norm: 6.5885 2020-10-12 12:12:43,756 - mmaction - INFO - Epoch [27][1760/5010] lr: 7.500e-04, eta: 1 day, 9:29:52, time: 0.972, data_time: 0.004, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9177, loss_cls: 0.9804, loss: 0.9804, grad_norm: 6.1457 2020-10-12 12:13:04,566 - mmaction - INFO - Epoch [27][1780/5010] lr: 7.500e-04, eta: 1 day, 9:29:32, time: 1.040, data_time: 0.004, memory: 10398, top1_acc: 0.7177, top5_acc: 0.9010, loss_cls: 1.0998, loss: 1.0998, grad_norm: 6.5358 2020-10-12 12:13:24,568 - mmaction - INFO - Epoch [27][1800/5010] lr: 7.500e-04, eta: 1 day, 9:29:11, time: 1.000, data_time: 0.002, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9125, loss_cls: 0.9833, loss: 0.9833, grad_norm: 6.0268 2020-10-12 12:13:43,510 - mmaction - INFO - Epoch [27][1820/5010] lr: 7.500e-04, eta: 1 day, 9:28:49, time: 0.947, data_time: 0.002, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9031, loss_cls: 1.0303, loss: 1.0303, grad_norm: 6.3053 2020-10-12 12:14:03,404 - mmaction - INFO - Epoch [27][1840/5010] lr: 7.500e-04, eta: 1 day, 9:28:29, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.7135, top5_acc: 0.8958, loss_cls: 1.0866, loss: 1.0866, grad_norm: 6.5395 2020-10-12 12:14:23,309 - mmaction - INFO - Epoch [27][1860/5010] lr: 7.500e-04, eta: 1 day, 9:28:08, time: 0.998, data_time: 0.007, memory: 10398, top1_acc: 0.7219, top5_acc: 0.8979, loss_cls: 1.1118, loss: 1.1118, grad_norm: 6.4394 2020-10-12 12:14:43,259 - mmaction - INFO - Epoch [27][1880/5010] lr: 7.500e-04, eta: 1 day, 9:27:47, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.7010, top5_acc: 0.8833, loss_cls: 1.1912, loss: 1.1912, grad_norm: 6.7717 2020-10-12 12:15:03,085 - mmaction - INFO - Epoch [27][1900/5010] lr: 7.500e-04, eta: 1 day, 9:27:26, time: 0.991, data_time: 0.005, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9031, loss_cls: 1.0595, loss: 1.0595, grad_norm: 6.3389 2020-10-12 12:15:22,520 - mmaction - INFO - Epoch [27][1920/5010] lr: 7.500e-04, eta: 1 day, 9:27:05, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.7198, top5_acc: 0.9031, loss_cls: 1.0940, loss: 1.0940, grad_norm: 6.5170 2020-10-12 12:15:42,434 - mmaction - INFO - Epoch [27][1940/5010] lr: 7.500e-04, eta: 1 day, 9:26:44, time: 0.995, data_time: 0.002, memory: 10398, top1_acc: 0.7229, top5_acc: 0.8948, loss_cls: 1.1121, loss: 1.1121, grad_norm: 6.2884 2020-10-12 12:16:02,399 - mmaction - INFO - Epoch [27][1960/5010] lr: 7.500e-04, eta: 1 day, 9:26:24, time: 0.996, data_time: 0.004, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9094, loss_cls: 1.0332, loss: 1.0332, grad_norm: 6.4432 2020-10-12 12:16:21,496 - mmaction - INFO - Epoch [27][1980/5010] lr: 7.500e-04, eta: 1 day, 9:26:02, time: 0.957, data_time: 0.007, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9187, loss_cls: 0.9507, loss: 0.9507, grad_norm: 6.0099 2020-10-12 12:16:41,825 - mmaction - INFO - Epoch [27][2000/5010] lr: 7.500e-04, eta: 1 day, 9:25:42, time: 1.017, data_time: 0.003, memory: 10398, top1_acc: 0.7437, top5_acc: 0.9052, loss_cls: 1.0381, loss: 1.0381, grad_norm: 6.4176 2020-10-12 12:17:01,071 - mmaction - INFO - Epoch [27][2020/5010] lr: 7.500e-04, eta: 1 day, 9:25:20, time: 0.961, data_time: 0.005, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9167, loss_cls: 0.9856, loss: 0.9856, grad_norm: 6.2349 2020-10-12 12:17:20,976 - mmaction - INFO - Epoch [27][2040/5010] lr: 7.500e-04, eta: 1 day, 9:25:00, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9094, loss_cls: 1.0160, loss: 1.0160, grad_norm: 6.2862 2020-10-12 12:17:41,418 - mmaction - INFO - Epoch [27][2060/5010] lr: 7.500e-04, eta: 1 day, 9:24:39, time: 1.020, data_time: 0.004, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9094, loss_cls: 1.0254, loss: 1.0254, grad_norm: 6.2582 2020-10-12 12:18:00,894 - mmaction - INFO - Epoch [27][2080/5010] lr: 7.500e-04, eta: 1 day, 9:24:18, time: 0.974, data_time: 0.006, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9135, loss_cls: 0.9770, loss: 0.9770, grad_norm: 6.1210 2020-10-12 12:18:20,721 - mmaction - INFO - Epoch [27][2100/5010] lr: 7.500e-04, eta: 1 day, 9:23:57, time: 0.990, data_time: 0.006, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9083, loss_cls: 1.0673, loss: 1.0673, grad_norm: 6.7054 2020-10-12 12:18:40,000 - mmaction - INFO - Epoch [27][2120/5010] lr: 7.500e-04, eta: 1 day, 9:23:36, time: 0.966, data_time: 0.006, memory: 10398, top1_acc: 0.7219, top5_acc: 0.9042, loss_cls: 1.0771, loss: 1.0771, grad_norm: 6.5922 2020-10-12 12:18:59,824 - mmaction - INFO - Epoch [27][2140/5010] lr: 7.500e-04, eta: 1 day, 9:23:15, time: 0.990, data_time: 0.005, memory: 10398, top1_acc: 0.7146, top5_acc: 0.8927, loss_cls: 1.0994, loss: 1.0994, grad_norm: 6.6880 2020-10-12 12:19:19,569 - mmaction - INFO - Epoch [27][2160/5010] lr: 7.500e-04, eta: 1 day, 9:22:54, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.7135, top5_acc: 0.8990, loss_cls: 1.0785, loss: 1.0785, grad_norm: 6.2605 2020-10-12 12:19:39,773 - mmaction - INFO - Epoch [27][2180/5010] lr: 7.500e-04, eta: 1 day, 9:22:34, time: 1.007, data_time: 0.004, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9135, loss_cls: 0.9987, loss: 0.9987, grad_norm: 6.1299 2020-10-12 12:19:59,703 - mmaction - INFO - Epoch [27][2200/5010] lr: 7.500e-04, eta: 1 day, 9:22:13, time: 1.000, data_time: 0.007, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9188, loss_cls: 0.9888, loss: 0.9888, grad_norm: 6.1533 2020-10-12 12:20:19,536 - mmaction - INFO - Epoch [27][2220/5010] lr: 7.500e-04, eta: 1 day, 9:21:52, time: 0.990, data_time: 0.004, memory: 10398, top1_acc: 0.7365, top5_acc: 0.8927, loss_cls: 1.0725, loss: 1.0725, grad_norm: 6.2766 2020-10-12 12:20:39,748 - mmaction - INFO - Epoch [27][2240/5010] lr: 7.500e-04, eta: 1 day, 9:21:32, time: 1.012, data_time: 0.005, memory: 10398, top1_acc: 0.7344, top5_acc: 0.8979, loss_cls: 1.1082, loss: 1.1082, grad_norm: 6.4149 2020-10-12 12:20:59,345 - mmaction - INFO - Epoch [27][2260/5010] lr: 7.500e-04, eta: 1 day, 9:21:11, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.7344, top5_acc: 0.8885, loss_cls: 1.1068, loss: 1.1068, grad_norm: 6.4765 2020-10-12 12:21:18,824 - mmaction - INFO - Epoch [27][2280/5010] lr: 7.500e-04, eta: 1 day, 9:20:50, time: 0.976, data_time: 0.006, memory: 10398, top1_acc: 0.7260, top5_acc: 0.8979, loss_cls: 1.0666, loss: 1.0666, grad_norm: 6.1211 2020-10-12 12:21:38,734 - mmaction - INFO - Epoch [27][2300/5010] lr: 7.500e-04, eta: 1 day, 9:20:29, time: 0.991, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9146, loss_cls: 0.9978, loss: 0.9978, grad_norm: 6.0951 2020-10-12 12:21:59,784 - mmaction - INFO - Epoch [27][2320/5010] lr: 7.500e-04, eta: 1 day, 9:20:09, time: 1.055, data_time: 0.008, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9010, loss_cls: 1.0965, loss: 1.0965, grad_norm: 6.2531 2020-10-12 12:22:19,149 - mmaction - INFO - Epoch [27][2340/5010] lr: 7.500e-04, eta: 1 day, 9:19:48, time: 0.970, data_time: 0.004, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9260, loss_cls: 0.9566, loss: 0.9566, grad_norm: 6.1733 2020-10-12 12:22:39,249 - mmaction - INFO - Epoch [27][2360/5010] lr: 7.500e-04, eta: 1 day, 9:19:27, time: 1.004, data_time: 0.005, memory: 10398, top1_acc: 0.7229, top5_acc: 0.9135, loss_cls: 1.0426, loss: 1.0426, grad_norm: 6.5746 2020-10-12 12:22:58,782 - mmaction - INFO - Epoch [27][2380/5010] lr: 7.500e-04, eta: 1 day, 9:19:06, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9104, loss_cls: 1.0109, loss: 1.0109, grad_norm: 6.1750 2020-10-12 12:23:19,482 - mmaction - INFO - Epoch [27][2400/5010] lr: 7.500e-04, eta: 1 day, 9:18:46, time: 1.032, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9115, loss_cls: 1.0158, loss: 1.0158, grad_norm: 6.3279 2020-10-12 12:23:38,518 - mmaction - INFO - Epoch [27][2420/5010] lr: 7.500e-04, eta: 1 day, 9:18:25, time: 0.953, data_time: 0.006, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9135, loss_cls: 0.9781, loss: 0.9781, grad_norm: 5.9682 2020-10-12 12:23:58,647 - mmaction - INFO - Epoch [27][2440/5010] lr: 7.500e-04, eta: 1 day, 9:18:04, time: 1.006, data_time: 0.006, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9083, loss_cls: 1.0098, loss: 1.0098, grad_norm: 6.3014 2020-10-12 12:24:19,090 - mmaction - INFO - Epoch [27][2460/5010] lr: 7.500e-04, eta: 1 day, 9:17:44, time: 1.024, data_time: 0.005, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9052, loss_cls: 1.0621, loss: 1.0621, grad_norm: 6.2863 2020-10-12 12:24:38,290 - mmaction - INFO - Epoch [27][2480/5010] lr: 7.500e-04, eta: 1 day, 9:17:23, time: 0.958, data_time: 0.005, memory: 10398, top1_acc: 0.7177, top5_acc: 0.8948, loss_cls: 1.0897, loss: 1.0897, grad_norm: 6.7167 2020-10-12 12:24:58,168 - mmaction - INFO - Epoch [27][2500/5010] lr: 7.500e-04, eta: 1 day, 9:17:02, time: 0.995, data_time: 0.005, memory: 10398, top1_acc: 0.7156, top5_acc: 0.8792, loss_cls: 1.1161, loss: 1.1161, grad_norm: 6.7358 2020-10-12 12:25:18,301 - mmaction - INFO - Epoch [27][2520/5010] lr: 7.500e-04, eta: 1 day, 9:16:41, time: 1.007, data_time: 0.004, memory: 10398, top1_acc: 0.7313, top5_acc: 0.8948, loss_cls: 1.0630, loss: 1.0630, grad_norm: 6.4296 2020-10-12 12:25:38,794 - mmaction - INFO - Epoch [27][2540/5010] lr: 7.500e-04, eta: 1 day, 9:16:21, time: 1.023, data_time: 0.005, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9094, loss_cls: 1.0133, loss: 1.0133, grad_norm: 6.6080 2020-10-12 12:25:58,684 - mmaction - INFO - Epoch [27][2560/5010] lr: 7.500e-04, eta: 1 day, 9:16:00, time: 0.996, data_time: 0.006, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9125, loss_cls: 1.0149, loss: 1.0149, grad_norm: 6.3556 2020-10-12 12:26:18,632 - mmaction - INFO - Epoch [27][2580/5010] lr: 7.500e-04, eta: 1 day, 9:15:40, time: 0.998, data_time: 0.002, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9021, loss_cls: 1.0270, loss: 1.0270, grad_norm: 6.4167 2020-10-12 12:26:38,895 - mmaction - INFO - Epoch [27][2600/5010] lr: 7.500e-04, eta: 1 day, 9:15:19, time: 1.009, data_time: 0.006, memory: 10398, top1_acc: 0.7458, top5_acc: 0.8990, loss_cls: 1.0142, loss: 1.0142, grad_norm: 6.4613 2020-10-12 12:26:58,353 - mmaction - INFO - Epoch [27][2620/5010] lr: 7.500e-04, eta: 1 day, 9:14:58, time: 0.977, data_time: 0.008, memory: 10398, top1_acc: 0.7073, top5_acc: 0.8958, loss_cls: 1.1173, loss: 1.1173, grad_norm: 6.6582 2020-10-12 12:27:18,502 - mmaction - INFO - Epoch [27][2640/5010] lr: 7.500e-04, eta: 1 day, 9:14:37, time: 1.007, data_time: 0.004, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9083, loss_cls: 0.9973, loss: 0.9973, grad_norm: 6.1996 2020-10-12 12:27:38,372 - mmaction - INFO - Epoch [27][2660/5010] lr: 7.500e-04, eta: 1 day, 9:14:17, time: 0.992, data_time: 0.007, memory: 10398, top1_acc: 0.7437, top5_acc: 0.8938, loss_cls: 1.0441, loss: 1.0441, grad_norm: 6.2906 2020-10-12 12:27:57,673 - mmaction - INFO - Epoch [27][2680/5010] lr: 7.500e-04, eta: 1 day, 9:13:55, time: 0.967, data_time: 0.005, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9062, loss_cls: 1.0437, loss: 1.0437, grad_norm: 6.6927 2020-10-12 12:28:17,753 - mmaction - INFO - Epoch [27][2700/5010] lr: 7.500e-04, eta: 1 day, 9:13:35, time: 1.002, data_time: 0.004, memory: 10398, top1_acc: 0.7292, top5_acc: 0.8969, loss_cls: 1.0930, loss: 1.0930, grad_norm: 6.2432 2020-10-12 12:28:37,587 - mmaction - INFO - Epoch [27][2720/5010] lr: 7.500e-04, eta: 1 day, 9:13:14, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.7229, top5_acc: 0.9021, loss_cls: 1.0561, loss: 1.0561, grad_norm: 6.4682 2020-10-12 12:28:57,638 - mmaction - INFO - Epoch [27][2740/5010] lr: 7.500e-04, eta: 1 day, 9:12:53, time: 1.000, data_time: 0.004, memory: 10398, top1_acc: 0.7052, top5_acc: 0.9156, loss_cls: 1.0977, loss: 1.0977, grad_norm: 6.5292 2020-10-12 12:29:17,255 - mmaction - INFO - Epoch [27][2760/5010] lr: 7.500e-04, eta: 1 day, 9:12:32, time: 0.983, data_time: 0.007, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9010, loss_cls: 1.0206, loss: 1.0206, grad_norm: 6.2778 2020-10-12 12:29:37,895 - mmaction - INFO - Epoch [27][2780/5010] lr: 7.500e-04, eta: 1 day, 9:12:12, time: 1.029, data_time: 0.005, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9104, loss_cls: 1.0485, loss: 1.0485, grad_norm: 6.3189 2020-10-12 12:29:58,489 - mmaction - INFO - Epoch [27][2800/5010] lr: 7.500e-04, eta: 1 day, 9:11:52, time: 1.032, data_time: 0.006, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9104, loss_cls: 0.9895, loss: 0.9895, grad_norm: 6.0740 2020-10-12 12:30:17,985 - mmaction - INFO - Epoch [27][2820/5010] lr: 7.500e-04, eta: 1 day, 9:11:31, time: 0.973, data_time: 0.005, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9010, loss_cls: 1.0548, loss: 1.0548, grad_norm: 6.3386 2020-10-12 12:30:38,072 - mmaction - INFO - Epoch [27][2840/5010] lr: 7.500e-04, eta: 1 day, 9:11:10, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9083, loss_cls: 1.0703, loss: 1.0703, grad_norm: 6.3706 2020-10-12 12:30:57,802 - mmaction - INFO - Epoch [27][2860/5010] lr: 7.500e-04, eta: 1 day, 9:10:50, time: 0.985, data_time: 0.004, memory: 10398, top1_acc: 0.7271, top5_acc: 0.8979, loss_cls: 1.1144, loss: 1.1144, grad_norm: 6.4692 2020-10-12 12:31:17,600 - mmaction - INFO - Epoch [27][2880/5010] lr: 7.500e-04, eta: 1 day, 9:10:29, time: 0.991, data_time: 0.005, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9229, loss_cls: 0.9258, loss: 0.9258, grad_norm: 6.0062 2020-10-12 12:31:37,674 - mmaction - INFO - Epoch [27][2900/5010] lr: 7.500e-04, eta: 1 day, 9:10:08, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9188, loss_cls: 0.9697, loss: 0.9697, grad_norm: 6.0619 2020-10-12 12:31:57,341 - mmaction - INFO - Epoch [27][2920/5010] lr: 7.500e-04, eta: 1 day, 9:09:47, time: 0.985, data_time: 0.005, memory: 10398, top1_acc: 0.7177, top5_acc: 0.8823, loss_cls: 1.1402, loss: 1.1402, grad_norm: 6.5669 2020-10-12 12:32:17,365 - mmaction - INFO - Epoch [27][2940/5010] lr: 7.500e-04, eta: 1 day, 9:09:26, time: 1.001, data_time: 0.002, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9083, loss_cls: 1.0207, loss: 1.0207, grad_norm: 6.4115 2020-10-12 12:32:38,045 - mmaction - INFO - Epoch [27][2960/5010] lr: 7.500e-04, eta: 1 day, 9:09:06, time: 1.032, data_time: 0.005, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9021, loss_cls: 1.0872, loss: 1.0872, grad_norm: 6.5708 2020-10-12 12:32:57,564 - mmaction - INFO - Epoch [27][2980/5010] lr: 7.500e-04, eta: 1 day, 9:08:45, time: 0.978, data_time: 0.006, memory: 10398, top1_acc: 0.7188, top5_acc: 0.8979, loss_cls: 1.1262, loss: 1.1262, grad_norm: 6.5421 2020-10-12 12:33:17,131 - mmaction - INFO - Epoch [27][3000/5010] lr: 7.500e-04, eta: 1 day, 9:08:24, time: 0.978, data_time: 0.006, memory: 10398, top1_acc: 0.7135, top5_acc: 0.9083, loss_cls: 1.0379, loss: 1.0379, grad_norm: 6.3963 2020-10-12 12:33:37,751 - mmaction - INFO - Epoch [27][3020/5010] lr: 7.500e-04, eta: 1 day, 9:08:04, time: 1.029, data_time: 0.004, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9021, loss_cls: 1.0114, loss: 1.0114, grad_norm: 6.2131 2020-10-12 12:33:57,141 - mmaction - INFO - Epoch [27][3040/5010] lr: 7.500e-04, eta: 1 day, 9:07:43, time: 0.971, data_time: 0.005, memory: 10398, top1_acc: 0.7042, top5_acc: 0.8854, loss_cls: 1.1893, loss: 1.1893, grad_norm: 6.6333 2020-10-12 12:34:18,165 - mmaction - INFO - Epoch [27][3060/5010] lr: 7.500e-04, eta: 1 day, 9:07:23, time: 1.049, data_time: 0.005, memory: 10398, top1_acc: 0.7177, top5_acc: 0.8948, loss_cls: 1.0954, loss: 1.0954, grad_norm: 6.5684 2020-10-12 12:34:37,679 - mmaction - INFO - Epoch [27][3080/5010] lr: 7.500e-04, eta: 1 day, 9:07:02, time: 0.978, data_time: 0.006, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9083, loss_cls: 1.0021, loss: 1.0021, grad_norm: 6.4663 2020-10-12 12:34:57,683 - mmaction - INFO - Epoch [27][3100/5010] lr: 7.500e-04, eta: 1 day, 9:06:41, time: 0.998, data_time: 0.005, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9052, loss_cls: 1.0324, loss: 1.0324, grad_norm: 6.3562 2020-10-12 12:35:17,411 - mmaction - INFO - Epoch [27][3120/5010] lr: 7.500e-04, eta: 1 day, 9:06:21, time: 0.989, data_time: 0.006, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9052, loss_cls: 1.0720, loss: 1.0720, grad_norm: 6.5593 2020-10-12 12:35:37,278 - mmaction - INFO - Epoch [27][3140/5010] lr: 7.500e-04, eta: 1 day, 9:06:00, time: 0.990, data_time: 0.005, memory: 10398, top1_acc: 0.7010, top5_acc: 0.8885, loss_cls: 1.1360, loss: 1.1360, grad_norm: 6.7587 2020-10-12 12:35:58,127 - mmaction - INFO - Epoch [27][3160/5010] lr: 7.500e-04, eta: 1 day, 9:05:40, time: 1.046, data_time: 0.007, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9135, loss_cls: 1.0071, loss: 1.0071, grad_norm: 6.1394 2020-10-12 12:36:17,285 - mmaction - INFO - Epoch [27][3180/5010] lr: 7.500e-04, eta: 1 day, 9:05:18, time: 0.956, data_time: 0.004, memory: 10398, top1_acc: 0.7188, top5_acc: 0.9042, loss_cls: 1.0858, loss: 1.0858, grad_norm: 6.4637 2020-10-12 12:36:37,121 - mmaction - INFO - Epoch [27][3200/5010] lr: 7.500e-04, eta: 1 day, 9:04:58, time: 0.994, data_time: 0.006, memory: 10398, top1_acc: 0.7437, top5_acc: 0.9156, loss_cls: 1.0275, loss: 1.0275, grad_norm: 6.5107 2020-10-12 12:36:57,371 - mmaction - INFO - Epoch [27][3220/5010] lr: 7.500e-04, eta: 1 day, 9:04:37, time: 1.011, data_time: 0.004, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9042, loss_cls: 1.0579, loss: 1.0579, grad_norm: 6.4548 2020-10-12 12:37:16,914 - mmaction - INFO - Epoch [27][3240/5010] lr: 7.500e-04, eta: 1 day, 9:04:16, time: 0.979, data_time: 0.005, memory: 10398, top1_acc: 0.7240, top5_acc: 0.8896, loss_cls: 1.0923, loss: 1.0923, grad_norm: 6.2309 2020-10-12 12:37:37,273 - mmaction - INFO - Epoch [27][3260/5010] lr: 7.500e-04, eta: 1 day, 9:03:56, time: 1.016, data_time: 0.005, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9094, loss_cls: 1.0060, loss: 1.0060, grad_norm: 6.3727 2020-10-12 12:37:57,348 - mmaction - INFO - Epoch [27][3280/5010] lr: 7.500e-04, eta: 1 day, 9:03:35, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9021, loss_cls: 1.0612, loss: 1.0612, grad_norm: 6.5686 2020-10-12 12:38:17,026 - mmaction - INFO - Epoch [27][3300/5010] lr: 7.500e-04, eta: 1 day, 9:03:14, time: 0.982, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9198, loss_cls: 0.9860, loss: 0.9860, grad_norm: 6.1485 2020-10-12 12:38:36,902 - mmaction - INFO - Epoch [27][3320/5010] lr: 7.500e-04, eta: 1 day, 9:02:54, time: 0.996, data_time: 0.006, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9042, loss_cls: 1.1021, loss: 1.1021, grad_norm: 6.6537 2020-10-12 12:38:56,977 - mmaction - INFO - Epoch [27][3340/5010] lr: 7.500e-04, eta: 1 day, 9:02:33, time: 1.000, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9115, loss_cls: 1.0202, loss: 1.0202, grad_norm: 6.4057 2020-10-12 12:39:16,815 - mmaction - INFO - Epoch [27][3360/5010] lr: 7.500e-04, eta: 1 day, 9:02:12, time: 0.996, data_time: 0.007, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9135, loss_cls: 1.0147, loss: 1.0147, grad_norm: 6.4136 2020-10-12 12:39:36,330 - mmaction - INFO - Epoch [27][3380/5010] lr: 7.500e-04, eta: 1 day, 9:01:51, time: 0.974, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9042, loss_cls: 1.0091, loss: 1.0091, grad_norm: 6.2951 2020-10-12 12:39:56,993 - mmaction - INFO - Epoch [27][3400/5010] lr: 7.500e-04, eta: 1 day, 9:01:31, time: 1.035, data_time: 0.005, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9073, loss_cls: 1.0549, loss: 1.0549, grad_norm: 6.4559 2020-10-12 12:40:16,937 - mmaction - INFO - Epoch [27][3420/5010] lr: 7.500e-04, eta: 1 day, 9:01:10, time: 0.995, data_time: 0.005, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9021, loss_cls: 1.0840, loss: 1.0840, grad_norm: 6.5876 2020-10-12 12:40:37,165 - mmaction - INFO - Epoch [27][3440/5010] lr: 7.500e-04, eta: 1 day, 9:00:50, time: 1.014, data_time: 0.006, memory: 10398, top1_acc: 0.7104, top5_acc: 0.8917, loss_cls: 1.1500, loss: 1.1500, grad_norm: 6.8307 2020-10-12 12:40:56,945 - mmaction - INFO - Epoch [27][3460/5010] lr: 7.500e-04, eta: 1 day, 9:00:29, time: 0.985, data_time: 0.004, memory: 10398, top1_acc: 0.7313, top5_acc: 0.9021, loss_cls: 1.0767, loss: 1.0767, grad_norm: 6.5988 2020-10-12 12:41:16,691 - mmaction - INFO - Epoch [27][3480/5010] lr: 7.500e-04, eta: 1 day, 9:00:08, time: 0.991, data_time: 0.007, memory: 10398, top1_acc: 0.7125, top5_acc: 0.8823, loss_cls: 1.1560, loss: 1.1560, grad_norm: 6.7499 2020-10-12 12:41:36,766 - mmaction - INFO - Epoch [27][3500/5010] lr: 7.500e-04, eta: 1 day, 8:59:47, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9115, loss_cls: 1.0066, loss: 1.0066, grad_norm: 6.4326 2020-10-12 12:41:56,413 - mmaction - INFO - Epoch [27][3520/5010] lr: 7.500e-04, eta: 1 day, 8:59:27, time: 0.984, data_time: 0.005, memory: 10398, top1_acc: 0.7177, top5_acc: 0.9042, loss_cls: 1.0872, loss: 1.0872, grad_norm: 6.4444 2020-10-12 12:42:16,227 - mmaction - INFO - Epoch [27][3540/5010] lr: 7.500e-04, eta: 1 day, 8:59:06, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.7167, top5_acc: 0.9063, loss_cls: 1.0874, loss: 1.0874, grad_norm: 6.6324 2020-10-12 12:42:35,838 - mmaction - INFO - Epoch [27][3560/5010] lr: 7.500e-04, eta: 1 day, 8:58:45, time: 0.982, data_time: 0.005, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9125, loss_cls: 1.0475, loss: 1.0475, grad_norm: 6.3305 2020-10-12 12:42:56,099 - mmaction - INFO - Epoch [27][3580/5010] lr: 7.500e-04, eta: 1 day, 8:58:24, time: 1.011, data_time: 0.005, memory: 10398, top1_acc: 0.7188, top5_acc: 0.9010, loss_cls: 1.0730, loss: 1.0730, grad_norm: 6.7371 2020-10-12 12:43:15,859 - mmaction - INFO - Epoch [27][3600/5010] lr: 7.500e-04, eta: 1 day, 8:58:03, time: 0.990, data_time: 0.006, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9208, loss_cls: 1.0350, loss: 1.0350, grad_norm: 6.5202 2020-10-12 12:43:35,736 - mmaction - INFO - Epoch [27][3620/5010] lr: 7.500e-04, eta: 1 day, 8:57:43, time: 0.994, data_time: 0.005, memory: 10398, top1_acc: 0.7208, top5_acc: 0.9042, loss_cls: 1.0634, loss: 1.0634, grad_norm: 6.3661 2020-10-12 12:43:55,514 - mmaction - INFO - Epoch [27][3640/5010] lr: 7.500e-04, eta: 1 day, 8:57:22, time: 0.989, data_time: 0.002, memory: 10398, top1_acc: 0.7135, top5_acc: 0.8896, loss_cls: 1.1601, loss: 1.1601, grad_norm: 6.5356 2020-10-12 12:44:15,676 - mmaction - INFO - Epoch [27][3660/5010] lr: 7.500e-04, eta: 1 day, 8:57:01, time: 1.006, data_time: 0.006, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9021, loss_cls: 1.0596, loss: 1.0596, grad_norm: 6.6064 2020-10-12 12:44:35,343 - mmaction - INFO - Epoch [27][3680/5010] lr: 7.500e-04, eta: 1 day, 8:56:40, time: 0.985, data_time: 0.005, memory: 10398, top1_acc: 0.7156, top5_acc: 0.9094, loss_cls: 1.0563, loss: 1.0563, grad_norm: 6.3340 2020-10-12 12:44:55,500 - mmaction - INFO - Epoch [27][3700/5010] lr: 7.500e-04, eta: 1 day, 8:56:20, time: 1.008, data_time: 0.002, memory: 10398, top1_acc: 0.7167, top5_acc: 0.9000, loss_cls: 1.0598, loss: 1.0598, grad_norm: 6.6538 2020-10-12 12:45:15,004 - mmaction - INFO - Epoch [27][3720/5010] lr: 7.500e-04, eta: 1 day, 8:55:59, time: 0.974, data_time: 0.006, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9156, loss_cls: 1.0732, loss: 1.0732, grad_norm: 6.4933 2020-10-12 12:45:35,002 - mmaction - INFO - Epoch [27][3740/5010] lr: 7.500e-04, eta: 1 day, 8:55:38, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.7438, top5_acc: 0.8958, loss_cls: 1.0491, loss: 1.0491, grad_norm: 6.3350 2020-10-12 12:45:54,909 - mmaction - INFO - Epoch [27][3760/5010] lr: 7.500e-04, eta: 1 day, 8:55:17, time: 0.995, data_time: 0.002, memory: 10398, top1_acc: 0.7063, top5_acc: 0.8865, loss_cls: 1.1500, loss: 1.1500, grad_norm: 6.7471 2020-10-12 12:46:15,285 - mmaction - INFO - Epoch [27][3780/5010] lr: 7.500e-04, eta: 1 day, 8:54:57, time: 1.017, data_time: 0.004, memory: 10398, top1_acc: 0.7198, top5_acc: 0.9115, loss_cls: 1.0243, loss: 1.0243, grad_norm: 6.3910 2020-10-12 12:46:34,841 - mmaction - INFO - Epoch [27][3800/5010] lr: 7.500e-04, eta: 1 day, 8:54:36, time: 0.979, data_time: 0.005, memory: 10398, top1_acc: 0.7333, top5_acc: 0.8958, loss_cls: 1.0697, loss: 1.0697, grad_norm: 6.4886 2020-10-12 12:46:54,978 - mmaction - INFO - Epoch [27][3820/5010] lr: 7.500e-04, eta: 1 day, 8:54:15, time: 1.007, data_time: 0.002, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9094, loss_cls: 1.0180, loss: 1.0180, grad_norm: 6.3112 2020-10-12 12:47:15,650 - mmaction - INFO - Epoch [27][3840/5010] lr: 7.500e-04, eta: 1 day, 8:53:55, time: 1.029, data_time: 0.004, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9094, loss_cls: 0.9831, loss: 0.9831, grad_norm: 6.4025 2020-10-12 12:47:35,528 - mmaction - INFO - Epoch [27][3860/5010] lr: 7.500e-04, eta: 1 day, 8:53:35, time: 0.998, data_time: 0.008, memory: 10398, top1_acc: 0.7250, top5_acc: 0.8927, loss_cls: 1.0934, loss: 1.0934, grad_norm: 6.4008 2020-10-12 12:47:55,271 - mmaction - INFO - Epoch [27][3880/5010] lr: 7.500e-04, eta: 1 day, 8:53:14, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9177, loss_cls: 0.9502, loss: 0.9502, grad_norm: 6.0590 2020-10-12 12:48:15,053 - mmaction - INFO - Epoch [27][3900/5010] lr: 7.500e-04, eta: 1 day, 8:52:53, time: 0.986, data_time: 0.004, memory: 10398, top1_acc: 0.7396, top5_acc: 0.8927, loss_cls: 1.1142, loss: 1.1142, grad_norm: 6.5741 2020-10-12 12:48:35,014 - mmaction - INFO - Epoch [27][3920/5010] lr: 7.500e-04, eta: 1 day, 8:52:32, time: 1.001, data_time: 0.006, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9146, loss_cls: 1.0655, loss: 1.0655, grad_norm: 6.6520 2020-10-12 12:48:54,863 - mmaction - INFO - Epoch [27][3940/5010] lr: 7.500e-04, eta: 1 day, 8:52:11, time: 0.992, data_time: 0.002, memory: 10398, top1_acc: 0.7042, top5_acc: 0.8812, loss_cls: 1.1759, loss: 1.1759, grad_norm: 6.6492 2020-10-12 12:49:15,055 - mmaction - INFO - Epoch [27][3960/5010] lr: 7.500e-04, eta: 1 day, 8:51:51, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.7313, top5_acc: 0.9115, loss_cls: 1.0490, loss: 1.0490, grad_norm: 6.4781 2020-10-12 12:49:35,787 - mmaction - INFO - Epoch [27][3980/5010] lr: 7.500e-04, eta: 1 day, 8:51:31, time: 1.040, data_time: 0.007, memory: 10398, top1_acc: 0.7333, top5_acc: 0.8958, loss_cls: 1.0862, loss: 1.0862, grad_norm: 6.4874 2020-10-12 12:49:55,170 - mmaction - INFO - Epoch [27][4000/5010] lr: 7.500e-04, eta: 1 day, 8:51:10, time: 0.969, data_time: 0.003, memory: 10398, top1_acc: 0.7260, top5_acc: 0.8948, loss_cls: 1.1146, loss: 1.1146, grad_norm: 6.5187 2020-10-12 12:50:15,282 - mmaction - INFO - Epoch [27][4020/5010] lr: 7.500e-04, eta: 1 day, 8:50:49, time: 1.001, data_time: 0.004, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9146, loss_cls: 1.0479, loss: 1.0479, grad_norm: 6.4300 2020-10-12 12:50:34,823 - mmaction - INFO - Epoch [27][4040/5010] lr: 7.500e-04, eta: 1 day, 8:50:28, time: 0.981, data_time: 0.007, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0361, loss: 1.0361, grad_norm: 6.3304 2020-10-12 12:50:54,649 - mmaction - INFO - Epoch [27][4060/5010] lr: 7.500e-04, eta: 1 day, 8:50:07, time: 0.992, data_time: 0.003, memory: 10398, top1_acc: 0.7281, top5_acc: 0.8969, loss_cls: 1.0704, loss: 1.0704, grad_norm: 6.5879 2020-10-12 12:51:15,037 - mmaction - INFO - Epoch [27][4080/5010] lr: 7.500e-04, eta: 1 day, 8:49:47, time: 1.018, data_time: 0.004, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9104, loss_cls: 1.0649, loss: 1.0649, grad_norm: 6.6174 2020-10-12 12:51:35,288 - mmaction - INFO - Epoch [27][4100/5010] lr: 7.500e-04, eta: 1 day, 8:49:27, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.7437, top5_acc: 0.9167, loss_cls: 1.0109, loss: 1.0109, grad_norm: 6.3426 2020-10-12 12:51:55,232 - mmaction - INFO - Epoch [27][4120/5010] lr: 7.500e-04, eta: 1 day, 8:49:06, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.7260, top5_acc: 0.9042, loss_cls: 1.0160, loss: 1.0160, grad_norm: 6.5712 2020-10-12 12:52:15,853 - mmaction - INFO - Epoch [27][4140/5010] lr: 7.500e-04, eta: 1 day, 8:48:46, time: 1.029, data_time: 0.005, memory: 10398, top1_acc: 0.7240, top5_acc: 0.9083, loss_cls: 1.0801, loss: 1.0801, grad_norm: 6.7993 2020-10-12 12:52:35,555 - mmaction - INFO - Epoch [27][4160/5010] lr: 7.500e-04, eta: 1 day, 8:48:25, time: 0.987, data_time: 0.005, memory: 10398, top1_acc: 0.7302, top5_acc: 0.8979, loss_cls: 1.0640, loss: 1.0640, grad_norm: 6.2573 2020-10-12 12:52:55,653 - mmaction - INFO - Epoch [27][4180/5010] lr: 7.500e-04, eta: 1 day, 8:48:04, time: 1.005, data_time: 0.002, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9021, loss_cls: 1.0450, loss: 1.0450, grad_norm: 6.2978 2020-10-12 12:53:15,837 - mmaction - INFO - Epoch [27][4200/5010] lr: 7.500e-04, eta: 1 day, 8:47:44, time: 1.009, data_time: 0.004, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9073, loss_cls: 1.0017, loss: 1.0017, grad_norm: 6.1736 2020-10-12 12:53:35,772 - mmaction - INFO - Epoch [27][4220/5010] lr: 7.500e-04, eta: 1 day, 8:47:23, time: 0.997, data_time: 0.006, memory: 10398, top1_acc: 0.7219, top5_acc: 0.9052, loss_cls: 1.0521, loss: 1.0521, grad_norm: 6.4006 2020-10-12 12:53:55,833 - mmaction - INFO - Epoch [27][4240/5010] lr: 7.500e-04, eta: 1 day, 8:47:02, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.7198, top5_acc: 0.9000, loss_cls: 1.1040, loss: 1.1040, grad_norm: 6.4502 2020-10-12 12:54:15,841 - mmaction - INFO - Epoch [27][4260/5010] lr: 7.500e-04, eta: 1 day, 8:46:42, time: 0.999, data_time: 0.005, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9073, loss_cls: 1.0000, loss: 1.0000, grad_norm: 6.2060 2020-10-12 12:54:36,353 - mmaction - INFO - Epoch [27][4280/5010] lr: 7.500e-04, eta: 1 day, 8:46:22, time: 1.024, data_time: 0.005, memory: 10398, top1_acc: 0.7250, top5_acc: 0.8896, loss_cls: 1.1076, loss: 1.1076, grad_norm: 6.3692 2020-10-12 12:54:55,809 - mmaction - INFO - Epoch [27][4300/5010] lr: 7.500e-04, eta: 1 day, 8:46:01, time: 0.976, data_time: 0.006, memory: 10398, top1_acc: 0.7260, top5_acc: 0.8917, loss_cls: 1.1024, loss: 1.1024, grad_norm: 6.4386 2020-10-12 12:55:15,892 - mmaction - INFO - Epoch [27][4320/5010] lr: 7.500e-04, eta: 1 day, 8:45:40, time: 1.002, data_time: 0.006, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9115, loss_cls: 0.9875, loss: 0.9875, grad_norm: 6.2291 2020-10-12 12:55:36,031 - mmaction - INFO - Epoch [27][4340/5010] lr: 7.500e-04, eta: 1 day, 8:45:19, time: 1.009, data_time: 0.006, memory: 10398, top1_acc: 0.7521, top5_acc: 0.8990, loss_cls: 1.0127, loss: 1.0127, grad_norm: 6.2475 2020-10-12 12:55:56,276 - mmaction - INFO - Epoch [27][4360/5010] lr: 7.500e-04, eta: 1 day, 8:44:59, time: 1.012, data_time: 0.002, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9052, loss_cls: 1.0217, loss: 1.0217, grad_norm: 6.3995 2020-10-12 12:56:16,040 - mmaction - INFO - Epoch [27][4380/5010] lr: 7.500e-04, eta: 1 day, 8:44:38, time: 0.985, data_time: 0.004, memory: 10398, top1_acc: 0.7260, top5_acc: 0.9021, loss_cls: 1.0810, loss: 1.0810, grad_norm: 6.7865 2020-10-12 12:56:36,481 - mmaction - INFO - Epoch [27][4400/5010] lr: 7.500e-04, eta: 1 day, 8:44:18, time: 1.024, data_time: 0.006, memory: 10398, top1_acc: 0.7312, top5_acc: 0.8979, loss_cls: 1.0534, loss: 1.0534, grad_norm: 6.3347 2020-10-12 12:56:56,713 - mmaction - INFO - Epoch [27][4420/5010] lr: 7.500e-04, eta: 1 day, 8:43:57, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9125, loss_cls: 1.0443, loss: 1.0443, grad_norm: 6.4640 2020-10-12 12:57:16,403 - mmaction - INFO - Epoch [27][4440/5010] lr: 7.500e-04, eta: 1 day, 8:43:36, time: 0.983, data_time: 0.004, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9010, loss_cls: 1.0434, loss: 1.0434, grad_norm: 6.3342 2020-10-12 12:57:37,042 - mmaction - INFO - Epoch [27][4460/5010] lr: 7.500e-04, eta: 1 day, 8:43:16, time: 1.034, data_time: 0.005, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9073, loss_cls: 1.0526, loss: 1.0526, grad_norm: 6.4856 2020-10-12 12:57:57,571 - mmaction - INFO - Epoch [27][4480/5010] lr: 7.500e-04, eta: 1 day, 8:42:56, time: 1.023, data_time: 0.004, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9031, loss_cls: 1.0654, loss: 1.0654, grad_norm: 6.2849 2020-10-12 12:58:17,476 - mmaction - INFO - Epoch [27][4500/5010] lr: 7.500e-04, eta: 1 day, 8:42:35, time: 0.998, data_time: 0.007, memory: 10398, top1_acc: 0.7240, top5_acc: 0.8917, loss_cls: 1.1282, loss: 1.1282, grad_norm: 6.6312 2020-10-12 12:58:37,816 - mmaction - INFO - Epoch [27][4520/5010] lr: 7.500e-04, eta: 1 day, 8:42:15, time: 1.015, data_time: 0.005, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9104, loss_cls: 0.9752, loss: 0.9752, grad_norm: 6.1319 2020-10-12 12:58:58,861 - mmaction - INFO - Epoch [27][4540/5010] lr: 7.500e-04, eta: 1 day, 8:41:55, time: 1.054, data_time: 0.005, memory: 10398, top1_acc: 0.7177, top5_acc: 0.8958, loss_cls: 1.1167, loss: 1.1167, grad_norm: 6.3722 2020-10-12 12:59:19,439 - mmaction - INFO - Epoch [27][4560/5010] lr: 7.500e-04, eta: 1 day, 8:41:35, time: 1.026, data_time: 0.005, memory: 10398, top1_acc: 0.7187, top5_acc: 0.9094, loss_cls: 1.0996, loss: 1.0996, grad_norm: 6.4878 2020-10-12 12:59:39,727 - mmaction - INFO - Epoch [27][4580/5010] lr: 7.500e-04, eta: 1 day, 8:41:15, time: 1.017, data_time: 0.007, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9177, loss_cls: 1.0391, loss: 1.0391, grad_norm: 6.3143 2020-10-12 13:00:00,862 - mmaction - INFO - Epoch [27][4600/5010] lr: 7.500e-04, eta: 1 day, 8:40:55, time: 1.055, data_time: 0.005, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9229, loss_cls: 0.9443, loss: 0.9443, grad_norm: 5.8305 2020-10-12 13:00:23,667 - mmaction - INFO - Epoch [27][4620/5010] lr: 7.500e-04, eta: 1 day, 8:40:37, time: 1.137, data_time: 0.007, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9063, loss_cls: 1.0517, loss: 1.0517, grad_norm: 6.4711 2020-10-12 13:00:43,221 - mmaction - INFO - Epoch [27][4640/5010] lr: 7.500e-04, eta: 1 day, 8:40:16, time: 0.982, data_time: 0.012, memory: 10398, top1_acc: 0.7177, top5_acc: 0.8938, loss_cls: 1.0920, loss: 1.0920, grad_norm: 6.4349 2020-10-12 13:01:03,228 - mmaction - INFO - Epoch [27][4660/5010] lr: 7.500e-04, eta: 1 day, 8:39:55, time: 1.000, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9062, loss_cls: 1.0229, loss: 1.0229, grad_norm: 6.3170 2020-10-12 13:01:23,968 - mmaction - INFO - Epoch [27][4680/5010] lr: 7.500e-04, eta: 1 day, 8:39:35, time: 1.037, data_time: 0.007, memory: 10398, top1_acc: 0.7313, top5_acc: 0.9031, loss_cls: 1.0943, loss: 1.0943, grad_norm: 6.4250 2020-10-12 13:01:43,664 - mmaction - INFO - Epoch [27][4700/5010] lr: 7.500e-04, eta: 1 day, 8:39:14, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.7229, top5_acc: 0.9042, loss_cls: 1.0894, loss: 1.0894, grad_norm: 6.5707 2020-10-12 13:02:03,543 - mmaction - INFO - Epoch [27][4720/5010] lr: 7.500e-04, eta: 1 day, 8:38:54, time: 0.991, data_time: 0.004, memory: 10398, top1_acc: 0.7354, top5_acc: 0.8854, loss_cls: 1.0936, loss: 1.0936, grad_norm: 6.5202 2020-10-12 13:02:24,242 - mmaction - INFO - Epoch [27][4740/5010] lr: 7.500e-04, eta: 1 day, 8:38:34, time: 1.038, data_time: 0.007, memory: 10398, top1_acc: 0.7437, top5_acc: 0.9031, loss_cls: 1.0552, loss: 1.0552, grad_norm: 6.3119 2020-10-12 13:02:44,575 - mmaction - INFO - Epoch [27][4760/5010] lr: 7.500e-04, eta: 1 day, 8:38:13, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9135, loss_cls: 1.0656, loss: 1.0656, grad_norm: 6.5232 2020-10-12 13:03:04,832 - mmaction - INFO - Epoch [27][4780/5010] lr: 7.500e-04, eta: 1 day, 8:37:53, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.7177, top5_acc: 0.8969, loss_cls: 1.0526, loss: 1.0526, grad_norm: 6.4336 2020-10-12 13:03:24,490 - mmaction - INFO - Epoch [27][4800/5010] lr: 7.500e-04, eta: 1 day, 8:37:32, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.7156, top5_acc: 0.9000, loss_cls: 1.0789, loss: 1.0789, grad_norm: 6.5408 2020-10-12 13:03:45,143 - mmaction - INFO - Epoch [27][4820/5010] lr: 7.500e-04, eta: 1 day, 8:37:12, time: 1.033, data_time: 0.002, memory: 10398, top1_acc: 0.7177, top5_acc: 0.9021, loss_cls: 1.0721, loss: 1.0721, grad_norm: 6.4761 2020-10-12 13:04:05,169 - mmaction - INFO - Epoch [27][4840/5010] lr: 7.500e-04, eta: 1 day, 8:36:51, time: 1.000, data_time: 0.005, memory: 10398, top1_acc: 0.7292, top5_acc: 0.8896, loss_cls: 1.1377, loss: 1.1377, grad_norm: 6.4937 2020-10-12 13:04:25,144 - mmaction - INFO - Epoch [27][4860/5010] lr: 7.500e-04, eta: 1 day, 8:36:30, time: 1.000, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9073, loss_cls: 1.0315, loss: 1.0315, grad_norm: 6.5768 2020-10-12 13:04:45,429 - mmaction - INFO - Epoch [27][4880/5010] lr: 7.500e-04, eta: 1 day, 8:36:10, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.7271, top5_acc: 0.8969, loss_cls: 1.0632, loss: 1.0632, grad_norm: 6.4483 2020-10-12 13:05:05,822 - mmaction - INFO - Epoch [27][4900/5010] lr: 7.500e-04, eta: 1 day, 8:35:50, time: 1.019, data_time: 0.005, memory: 10398, top1_acc: 0.7063, top5_acc: 0.9125, loss_cls: 1.0756, loss: 1.0756, grad_norm: 6.5002 2020-10-12 13:05:26,718 - mmaction - INFO - Epoch [27][4920/5010] lr: 7.500e-04, eta: 1 day, 8:35:30, time: 1.045, data_time: 0.002, memory: 10398, top1_acc: 0.7083, top5_acc: 0.9042, loss_cls: 1.0879, loss: 1.0879, grad_norm: 6.7746 2020-10-12 13:05:46,641 - mmaction - INFO - Epoch [27][4940/5010] lr: 7.500e-04, eta: 1 day, 8:35:09, time: 0.996, data_time: 0.002, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9115, loss_cls: 1.0016, loss: 1.0016, grad_norm: 6.4583 2020-10-12 13:06:06,838 - mmaction - INFO - Epoch [27][4960/5010] lr: 7.500e-04, eta: 1 day, 8:34:49, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.7240, top5_acc: 0.8958, loss_cls: 1.1075, loss: 1.1075, grad_norm: 6.5877 2020-10-12 13:06:26,895 - mmaction - INFO - Epoch [27][4980/5010] lr: 7.500e-04, eta: 1 day, 8:34:28, time: 1.004, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.8979, loss_cls: 1.0110, loss: 1.0110, grad_norm: 6.2572 2020-10-12 13:06:46,992 - mmaction - INFO - Epoch [27][5000/5010] lr: 7.500e-04, eta: 1 day, 8:34:07, time: 1.005, data_time: 0.002, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9156, loss_cls: 0.9892, loss: 0.9892, grad_norm: 6.2052 2020-10-12 13:07:27,145 - mmaction - INFO - Epoch [28][20/5010] lr: 7.500e-04, eta: 1 day, 8:33:37, time: 1.530, data_time: 0.670, memory: 10398, top1_acc: 0.7344, top5_acc: 0.8875, loss_cls: 1.1194, loss: 1.1194, grad_norm: 6.5884 2020-10-12 13:07:46,032 - mmaction - INFO - Epoch [28][40/5010] lr: 7.500e-04, eta: 1 day, 8:33:15, time: 0.944, data_time: 0.002, memory: 10398, top1_acc: 0.7219, top5_acc: 0.9094, loss_cls: 1.0755, loss: 1.0755, grad_norm: 6.5303 2020-10-12 13:08:06,044 - mmaction - INFO - Epoch [28][60/5010] lr: 7.500e-04, eta: 1 day, 8:32:55, time: 0.999, data_time: 0.004, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9021, loss_cls: 1.0683, loss: 1.0683, grad_norm: 6.4820 2020-10-12 13:08:26,564 - mmaction - INFO - Epoch [28][80/5010] lr: 7.500e-04, eta: 1 day, 8:32:35, time: 1.028, data_time: 0.006, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9021, loss_cls: 1.0636, loss: 1.0636, grad_norm: 6.2333 2020-10-12 13:08:46,982 - mmaction - INFO - Epoch [28][100/5010] lr: 7.500e-04, eta: 1 day, 8:32:14, time: 1.021, data_time: 0.003, memory: 10398, top1_acc: 0.7156, top5_acc: 0.8948, loss_cls: 1.1282, loss: 1.1282, grad_norm: 6.4728 2020-10-12 13:09:07,103 - mmaction - INFO - Epoch [28][120/5010] lr: 7.500e-04, eta: 1 day, 8:31:54, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9125, loss_cls: 0.9731, loss: 0.9731, grad_norm: 6.4122 2020-10-12 13:09:27,312 - mmaction - INFO - Epoch [28][140/5010] lr: 7.500e-04, eta: 1 day, 8:31:33, time: 1.012, data_time: 0.005, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9187, loss_cls: 1.0013, loss: 1.0013, grad_norm: 6.4849 2020-10-12 13:09:47,352 - mmaction - INFO - Epoch [28][160/5010] lr: 7.500e-04, eta: 1 day, 8:31:13, time: 1.002, data_time: 0.002, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9229, loss_cls: 0.9557, loss: 0.9557, grad_norm: 6.2048 2020-10-12 13:10:08,018 - mmaction - INFO - Epoch [28][180/5010] lr: 7.500e-04, eta: 1 day, 8:30:53, time: 1.033, data_time: 0.006, memory: 10398, top1_acc: 0.7500, top5_acc: 0.8948, loss_cls: 1.0334, loss: 1.0334, grad_norm: 6.2988 2020-10-12 13:10:28,850 - mmaction - INFO - Epoch [28][200/5010] lr: 7.500e-04, eta: 1 day, 8:30:33, time: 1.042, data_time: 0.002, memory: 10398, top1_acc: 0.7292, top5_acc: 0.8969, loss_cls: 1.0864, loss: 1.0864, grad_norm: 6.4432 2020-10-12 13:10:48,830 - mmaction - INFO - Epoch [28][220/5010] lr: 7.500e-04, eta: 1 day, 8:30:12, time: 0.999, data_time: 0.002, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9188, loss_cls: 0.9542, loss: 0.9542, grad_norm: 6.3223 2020-10-12 13:11:08,723 - mmaction - INFO - Epoch [28][240/5010] lr: 7.500e-04, eta: 1 day, 8:29:51, time: 0.991, data_time: 0.005, memory: 10398, top1_acc: 0.7094, top5_acc: 0.8948, loss_cls: 1.1146, loss: 1.1146, grad_norm: 6.7201 2020-10-12 13:11:29,410 - mmaction - INFO - Epoch [28][260/5010] lr: 7.500e-04, eta: 1 day, 8:29:31, time: 1.038, data_time: 0.007, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9156, loss_cls: 0.9723, loss: 0.9723, grad_norm: 6.1418 2020-10-12 13:11:50,314 - mmaction - INFO - Epoch [28][280/5010] lr: 7.500e-04, eta: 1 day, 8:29:11, time: 1.045, data_time: 0.002, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9135, loss_cls: 1.0320, loss: 1.0320, grad_norm: 6.3491 2020-10-12 13:12:10,088 - mmaction - INFO - Epoch [28][300/5010] lr: 7.500e-04, eta: 1 day, 8:28:50, time: 0.987, data_time: 0.004, memory: 10398, top1_acc: 0.7115, top5_acc: 0.8979, loss_cls: 1.0984, loss: 1.0984, grad_norm: 6.5484 2020-10-12 13:12:30,718 - mmaction - INFO - Epoch [28][320/5010] lr: 7.500e-04, eta: 1 day, 8:28:30, time: 1.033, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9156, loss_cls: 0.9867, loss: 0.9867, grad_norm: 6.3523 2020-10-12 13:12:51,665 - mmaction - INFO - Epoch [28][340/5010] lr: 7.500e-04, eta: 1 day, 8:28:11, time: 1.047, data_time: 0.002, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9104, loss_cls: 1.0657, loss: 1.0657, grad_norm: 6.4152 2020-10-12 13:13:11,417 - mmaction - INFO - Epoch [28][360/5010] lr: 7.500e-04, eta: 1 day, 8:27:50, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9010, loss_cls: 1.0538, loss: 1.0538, grad_norm: 6.5422 2020-10-12 13:13:31,704 - mmaction - INFO - Epoch [28][380/5010] lr: 7.500e-04, eta: 1 day, 8:27:29, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.7302, top5_acc: 0.8875, loss_cls: 1.0827, loss: 1.0827, grad_norm: 6.3718 2020-10-12 13:13:51,540 - mmaction - INFO - Epoch [28][400/5010] lr: 7.500e-04, eta: 1 day, 8:27:08, time: 0.994, data_time: 0.005, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9188, loss_cls: 0.9447, loss: 0.9447, grad_norm: 6.1914 2020-10-12 13:14:11,774 - mmaction - INFO - Epoch [28][420/5010] lr: 7.500e-04, eta: 1 day, 8:26:48, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.7208, top5_acc: 0.8990, loss_cls: 1.0877, loss: 1.0877, grad_norm: 6.5995 2020-10-12 13:14:32,055 - mmaction - INFO - Epoch [28][440/5010] lr: 7.500e-04, eta: 1 day, 8:26:28, time: 1.016, data_time: 0.006, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9198, loss_cls: 1.0237, loss: 1.0237, grad_norm: 6.5163 2020-10-12 13:14:52,296 - mmaction - INFO - Epoch [28][460/5010] lr: 7.500e-04, eta: 1 day, 8:26:07, time: 1.012, data_time: 0.002, memory: 10398, top1_acc: 0.7229, top5_acc: 0.9052, loss_cls: 1.0608, loss: 1.0608, grad_norm: 6.4782 2020-10-12 13:15:12,245 - mmaction - INFO - Epoch [28][480/5010] lr: 7.500e-04, eta: 1 day, 8:25:46, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9000, loss_cls: 1.0293, loss: 1.0293, grad_norm: 6.3493 2020-10-12 13:15:32,596 - mmaction - INFO - Epoch [28][500/5010] lr: 7.500e-04, eta: 1 day, 8:25:26, time: 1.020, data_time: 0.006, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9063, loss_cls: 1.0013, loss: 1.0013, grad_norm: 6.2247 2020-10-12 13:15:52,476 - mmaction - INFO - Epoch [28][520/5010] lr: 7.500e-04, eta: 1 day, 8:25:05, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9010, loss_cls: 0.9995, loss: 0.9995, grad_norm: 6.1096 2020-10-12 13:16:12,981 - mmaction - INFO - Epoch [28][540/5010] lr: 7.500e-04, eta: 1 day, 8:24:45, time: 1.024, data_time: 0.005, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9094, loss_cls: 1.0725, loss: 1.0725, grad_norm: 6.5747 2020-10-12 13:16:33,232 - mmaction - INFO - Epoch [28][560/5010] lr: 7.500e-04, eta: 1 day, 8:24:25, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9104, loss_cls: 0.9993, loss: 0.9993, grad_norm: 6.5474 2020-10-12 13:16:53,547 - mmaction - INFO - Epoch [28][580/5010] lr: 7.500e-04, eta: 1 day, 8:24:04, time: 1.016, data_time: 0.002, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9240, loss_cls: 0.9998, loss: 0.9998, grad_norm: 6.3786 2020-10-12 13:17:13,785 - mmaction - INFO - Epoch [28][600/5010] lr: 7.500e-04, eta: 1 day, 8:23:44, time: 1.009, data_time: 0.004, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9073, loss_cls: 1.0349, loss: 1.0349, grad_norm: 6.5329 2020-10-12 13:17:33,986 - mmaction - INFO - Epoch [28][620/5010] lr: 7.500e-04, eta: 1 day, 8:23:23, time: 1.012, data_time: 0.007, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9125, loss_cls: 1.0060, loss: 1.0060, grad_norm: 6.4643 2020-10-12 13:17:54,309 - mmaction - INFO - Epoch [28][640/5010] lr: 7.500e-04, eta: 1 day, 8:23:03, time: 1.016, data_time: 0.003, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9052, loss_cls: 1.0291, loss: 1.0291, grad_norm: 6.3552 2020-10-12 13:18:15,432 - mmaction - INFO - Epoch [28][660/5010] lr: 7.500e-04, eta: 1 day, 8:22:43, time: 1.054, data_time: 0.005, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9167, loss_cls: 1.0064, loss: 1.0064, grad_norm: 6.3603 2020-10-12 13:18:35,332 - mmaction - INFO - Epoch [28][680/5010] lr: 7.500e-04, eta: 1 day, 8:22:23, time: 0.998, data_time: 0.006, memory: 10398, top1_acc: 0.7271, top5_acc: 0.8896, loss_cls: 1.1374, loss: 1.1374, grad_norm: 6.8913 2020-10-12 13:18:56,689 - mmaction - INFO - Epoch [28][700/5010] lr: 7.500e-04, eta: 1 day, 8:22:03, time: 1.068, data_time: 0.002, memory: 10398, top1_acc: 0.7156, top5_acc: 0.9052, loss_cls: 1.0149, loss: 1.0149, grad_norm: 6.3425 2020-10-12 13:19:16,747 - mmaction - INFO - Epoch [28][720/5010] lr: 7.500e-04, eta: 1 day, 8:21:43, time: 1.000, data_time: 0.006, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9083, loss_cls: 1.0533, loss: 1.0533, grad_norm: 6.5848 2020-10-12 13:19:36,633 - mmaction - INFO - Epoch [28][740/5010] lr: 7.500e-04, eta: 1 day, 8:21:22, time: 0.996, data_time: 0.007, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9115, loss_cls: 0.9791, loss: 0.9791, grad_norm: 6.2995 2020-10-12 13:19:57,673 - mmaction - INFO - Epoch [28][760/5010] lr: 7.500e-04, eta: 1 day, 8:21:02, time: 1.052, data_time: 0.007, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9135, loss_cls: 1.0015, loss: 1.0015, grad_norm: 6.4782 2020-10-12 13:20:17,985 - mmaction - INFO - Epoch [28][780/5010] lr: 7.500e-04, eta: 1 day, 8:20:42, time: 1.017, data_time: 0.005, memory: 10398, top1_acc: 0.7323, top5_acc: 0.8938, loss_cls: 1.0642, loss: 1.0642, grad_norm: 6.4769 2020-10-12 13:20:38,742 - mmaction - INFO - Epoch [28][800/5010] lr: 7.500e-04, eta: 1 day, 8:20:22, time: 1.036, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9115, loss_cls: 0.9928, loss: 0.9928, grad_norm: 6.3241 2020-10-12 13:21:00,559 - mmaction - INFO - Epoch [28][820/5010] lr: 7.500e-04, eta: 1 day, 8:20:03, time: 1.092, data_time: 0.005, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9146, loss_cls: 0.9865, loss: 0.9865, grad_norm: 6.0389 2020-10-12 13:21:20,458 - mmaction - INFO - Epoch [28][840/5010] lr: 7.500e-04, eta: 1 day, 8:19:42, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9115, loss_cls: 1.0261, loss: 1.0261, grad_norm: 6.4648 2020-10-12 13:21:40,926 - mmaction - INFO - Epoch [28][860/5010] lr: 7.500e-04, eta: 1 day, 8:19:22, time: 1.025, data_time: 0.005, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9031, loss_cls: 1.0485, loss: 1.0485, grad_norm: 6.4244 2020-10-12 13:22:01,166 - mmaction - INFO - Epoch [28][880/5010] lr: 7.500e-04, eta: 1 day, 8:19:01, time: 1.012, data_time: 0.005, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9000, loss_cls: 1.0997, loss: 1.0997, grad_norm: 6.5120 2020-10-12 13:22:22,047 - mmaction - INFO - Epoch [28][900/5010] lr: 7.500e-04, eta: 1 day, 8:18:41, time: 1.044, data_time: 0.004, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9104, loss_cls: 0.9946, loss: 0.9946, grad_norm: 6.4497 2020-10-12 13:22:42,653 - mmaction - INFO - Epoch [28][920/5010] lr: 7.500e-04, eta: 1 day, 8:18:21, time: 1.030, data_time: 0.002, memory: 10398, top1_acc: 0.7146, top5_acc: 0.8948, loss_cls: 1.1083, loss: 1.1083, grad_norm: 6.4421 2020-10-12 13:23:02,670 - mmaction - INFO - Epoch [28][940/5010] lr: 7.500e-04, eta: 1 day, 8:18:01, time: 1.001, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9052, loss_cls: 1.0369, loss: 1.0369, grad_norm: 6.3826 2020-10-12 13:23:23,038 - mmaction - INFO - Epoch [28][960/5010] lr: 7.500e-04, eta: 1 day, 8:17:40, time: 1.018, data_time: 0.002, memory: 10398, top1_acc: 0.7229, top5_acc: 0.8917, loss_cls: 1.1187, loss: 1.1187, grad_norm: 6.8339 2020-10-12 13:23:43,177 - mmaction - INFO - Epoch [28][980/5010] lr: 7.500e-04, eta: 1 day, 8:17:20, time: 1.007, data_time: 0.002, memory: 10398, top1_acc: 0.7135, top5_acc: 0.8969, loss_cls: 1.1152, loss: 1.1152, grad_norm: 6.6250 2020-10-12 13:24:04,266 - mmaction - INFO - Epoch [28][1000/5010] lr: 7.500e-04, eta: 1 day, 8:17:00, time: 1.053, data_time: 0.005, memory: 10398, top1_acc: 0.7333, top5_acc: 0.8979, loss_cls: 1.0695, loss: 1.0695, grad_norm: 6.4502 2020-10-12 13:24:23,992 - mmaction - INFO - Epoch [28][1020/5010] lr: 7.500e-04, eta: 1 day, 8:16:39, time: 0.987, data_time: 0.005, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8771, loss_cls: 1.1457, loss: 1.1457, grad_norm: 6.7101 2020-10-12 13:24:44,724 - mmaction - INFO - Epoch [28][1040/5010] lr: 7.500e-04, eta: 1 day, 8:16:19, time: 1.037, data_time: 0.002, memory: 10398, top1_acc: 0.7344, top5_acc: 0.8969, loss_cls: 1.0631, loss: 1.0631, grad_norm: 6.1332 2020-10-12 13:25:06,251 - mmaction - INFO - Epoch [28][1060/5010] lr: 7.500e-04, eta: 1 day, 8:16:00, time: 1.077, data_time: 0.005, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9094, loss_cls: 1.0827, loss: 1.0827, grad_norm: 6.5489 2020-10-12 13:25:26,663 - mmaction - INFO - Epoch [28][1080/5010] lr: 7.500e-04, eta: 1 day, 8:15:39, time: 1.021, data_time: 0.002, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9073, loss_cls: 1.0369, loss: 1.0369, grad_norm: 6.4554 2020-10-12 13:25:47,463 - mmaction - INFO - Epoch [28][1100/5010] lr: 7.500e-04, eta: 1 day, 8:15:19, time: 1.039, data_time: 0.002, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9021, loss_cls: 0.9959, loss: 0.9959, grad_norm: 6.1697 2020-10-12 13:26:09,463 - mmaction - INFO - Epoch [28][1120/5010] lr: 7.500e-04, eta: 1 day, 8:15:00, time: 1.099, data_time: 0.006, memory: 10398, top1_acc: 0.7437, top5_acc: 0.9063, loss_cls: 0.9842, loss: 0.9842, grad_norm: 6.2313 2020-10-12 13:26:29,109 - mmaction - INFO - Epoch [28][1140/5010] lr: 7.500e-04, eta: 1 day, 8:14:40, time: 0.984, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9031, loss_cls: 1.0403, loss: 1.0403, grad_norm: 6.3944 2020-10-12 13:26:51,044 - mmaction - INFO - Epoch [28][1160/5010] lr: 7.500e-04, eta: 1 day, 8:14:20, time: 1.097, data_time: 0.002, memory: 10398, top1_acc: 0.7292, top5_acc: 0.8917, loss_cls: 1.1189, loss: 1.1189, grad_norm: 6.5466 2020-10-12 13:27:11,229 - mmaction - INFO - Epoch [28][1180/5010] lr: 7.500e-04, eta: 1 day, 8:14:00, time: 1.007, data_time: 0.005, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9125, loss_cls: 1.0286, loss: 1.0286, grad_norm: 6.3365 2020-10-12 13:27:31,464 - mmaction - INFO - Epoch [28][1200/5010] lr: 7.500e-04, eta: 1 day, 8:13:40, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9135, loss_cls: 0.9973, loss: 0.9973, grad_norm: 6.3407 2020-10-12 13:27:51,776 - mmaction - INFO - Epoch [28][1220/5010] lr: 7.500e-04, eta: 1 day, 8:13:19, time: 1.016, data_time: 0.003, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0228, loss: 1.0228, grad_norm: 6.3263 2020-10-12 13:28:12,256 - mmaction - INFO - Epoch [28][1240/5010] lr: 7.500e-04, eta: 1 day, 8:12:59, time: 1.022, data_time: 0.004, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9115, loss_cls: 1.0104, loss: 1.0104, grad_norm: 6.5281 2020-10-12 13:28:32,307 - mmaction - INFO - Epoch [28][1260/5010] lr: 7.500e-04, eta: 1 day, 8:12:38, time: 1.005, data_time: 0.006, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9063, loss_cls: 1.0919, loss: 1.0919, grad_norm: 6.5695 2020-10-12 13:28:53,099 - mmaction - INFO - Epoch [28][1280/5010] lr: 7.500e-04, eta: 1 day, 8:12:18, time: 1.040, data_time: 0.002, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9073, loss_cls: 0.9729, loss: 0.9729, grad_norm: 6.0741 2020-10-12 13:29:13,629 - mmaction - INFO - Epoch [28][1300/5010] lr: 7.500e-04, eta: 1 day, 8:11:58, time: 1.025, data_time: 0.005, memory: 10398, top1_acc: 0.7187, top5_acc: 0.9031, loss_cls: 1.1067, loss: 1.1067, grad_norm: 6.5794 2020-10-12 13:29:34,158 - mmaction - INFO - Epoch [28][1320/5010] lr: 7.500e-04, eta: 1 day, 8:11:38, time: 1.028, data_time: 0.006, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9031, loss_cls: 0.9845, loss: 0.9845, grad_norm: 6.3012 2020-10-12 13:29:55,301 - mmaction - INFO - Epoch [28][1340/5010] lr: 7.500e-04, eta: 1 day, 8:11:18, time: 1.057, data_time: 0.002, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9083, loss_cls: 1.0169, loss: 1.0169, grad_norm: 6.6839 2020-10-12 13:30:16,586 - mmaction - INFO - Epoch [28][1360/5010] lr: 7.500e-04, eta: 1 day, 8:10:59, time: 1.062, data_time: 0.004, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9198, loss_cls: 1.0248, loss: 1.0248, grad_norm: 6.4116 2020-10-12 13:30:36,791 - mmaction - INFO - Epoch [28][1380/5010] lr: 7.500e-04, eta: 1 day, 8:10:38, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9094, loss_cls: 1.0431, loss: 1.0431, grad_norm: 6.8182 2020-10-12 13:30:57,656 - mmaction - INFO - Epoch [28][1400/5010] lr: 7.500e-04, eta: 1 day, 8:10:18, time: 1.041, data_time: 0.005, memory: 10398, top1_acc: 0.7208, top5_acc: 0.9031, loss_cls: 1.0554, loss: 1.0554, grad_norm: 6.7338 2020-10-12 13:31:17,744 - mmaction - INFO - Epoch [28][1420/5010] lr: 7.500e-04, eta: 1 day, 8:09:58, time: 1.007, data_time: 0.007, memory: 10398, top1_acc: 0.7135, top5_acc: 0.9042, loss_cls: 1.1002, loss: 1.1002, grad_norm: 6.7214 2020-10-12 13:31:38,043 - mmaction - INFO - Epoch [28][1440/5010] lr: 7.500e-04, eta: 1 day, 8:09:37, time: 1.013, data_time: 0.004, memory: 10398, top1_acc: 0.7417, top5_acc: 0.8833, loss_cls: 1.1196, loss: 1.1196, grad_norm: 6.6609 2020-10-12 13:31:58,565 - mmaction - INFO - Epoch [28][1460/5010] lr: 7.500e-04, eta: 1 day, 8:09:17, time: 1.028, data_time: 0.006, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9198, loss_cls: 0.9773, loss: 0.9773, grad_norm: 6.1487 2020-10-12 13:32:19,552 - mmaction - INFO - Epoch [28][1480/5010] lr: 7.500e-04, eta: 1 day, 8:08:57, time: 1.050, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9073, loss_cls: 1.0012, loss: 1.0012, grad_norm: 6.3163 2020-10-12 13:32:40,097 - mmaction - INFO - Epoch [28][1500/5010] lr: 7.500e-04, eta: 1 day, 8:08:37, time: 1.025, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9073, loss_cls: 0.9969, loss: 0.9969, grad_norm: 6.3628 2020-10-12 13:33:00,084 - mmaction - INFO - Epoch [28][1520/5010] lr: 7.500e-04, eta: 1 day, 8:08:16, time: 1.001, data_time: 0.006, memory: 10398, top1_acc: 0.7292, top5_acc: 0.8958, loss_cls: 1.0826, loss: 1.0826, grad_norm: 6.5545 2020-10-12 13:33:20,596 - mmaction - INFO - Epoch [28][1540/5010] lr: 7.500e-04, eta: 1 day, 8:07:56, time: 1.026, data_time: 0.006, memory: 10398, top1_acc: 0.7281, top5_acc: 0.8958, loss_cls: 1.0658, loss: 1.0658, grad_norm: 6.5881 2020-10-12 13:33:40,836 - mmaction - INFO - Epoch [28][1560/5010] lr: 7.500e-04, eta: 1 day, 8:07:36, time: 1.012, data_time: 0.004, memory: 10398, top1_acc: 0.7260, top5_acc: 0.8990, loss_cls: 1.0558, loss: 1.0558, grad_norm: 6.5490 2020-10-12 13:34:02,553 - mmaction - INFO - Epoch [28][1580/5010] lr: 7.500e-04, eta: 1 day, 8:07:17, time: 1.084, data_time: 0.004, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9042, loss_cls: 1.0135, loss: 1.0135, grad_norm: 6.3807 2020-10-12 13:34:22,899 - mmaction - INFO - Epoch [28][1600/5010] lr: 7.500e-04, eta: 1 day, 8:06:56, time: 1.019, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9042, loss_cls: 0.9908, loss: 0.9908, grad_norm: 6.3524 2020-10-12 13:34:42,848 - mmaction - INFO - Epoch [28][1620/5010] lr: 7.500e-04, eta: 1 day, 8:06:36, time: 0.998, data_time: 0.002, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9083, loss_cls: 1.0420, loss: 1.0420, grad_norm: 6.4774 2020-10-12 13:35:03,658 - mmaction - INFO - Epoch [28][1640/5010] lr: 7.500e-04, eta: 1 day, 8:06:16, time: 1.040, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9260, loss_cls: 0.9768, loss: 0.9768, grad_norm: 6.2548 2020-10-12 13:35:24,046 - mmaction - INFO - Epoch [28][1660/5010] lr: 7.500e-04, eta: 1 day, 8:05:55, time: 1.019, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9063, loss_cls: 1.0011, loss: 1.0011, grad_norm: 6.1395 2020-10-12 13:35:44,299 - mmaction - INFO - Epoch [28][1680/5010] lr: 7.500e-04, eta: 1 day, 8:05:35, time: 1.013, data_time: 0.004, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9063, loss_cls: 1.0483, loss: 1.0483, grad_norm: 6.5262 2020-10-12 13:36:04,788 - mmaction - INFO - Epoch [28][1700/5010] lr: 7.500e-04, eta: 1 day, 8:05:15, time: 1.021, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9208, loss_cls: 0.9496, loss: 0.9496, grad_norm: 6.3093 2020-10-12 13:36:24,896 - mmaction - INFO - Epoch [28][1720/5010] lr: 7.500e-04, eta: 1 day, 8:04:54, time: 1.009, data_time: 0.007, memory: 10398, top1_acc: 0.7240, top5_acc: 0.8969, loss_cls: 1.0868, loss: 1.0868, grad_norm: 6.5312 2020-10-12 13:36:45,422 - mmaction - INFO - Epoch [28][1740/5010] lr: 7.500e-04, eta: 1 day, 8:04:34, time: 1.026, data_time: 0.002, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9021, loss_cls: 1.0269, loss: 1.0269, grad_norm: 6.4450 2020-10-12 13:37:05,451 - mmaction - INFO - Epoch [28][1760/5010] lr: 7.500e-04, eta: 1 day, 8:04:13, time: 0.999, data_time: 0.005, memory: 10398, top1_acc: 0.7365, top5_acc: 0.8917, loss_cls: 1.0278, loss: 1.0278, grad_norm: 6.4542 2020-10-12 13:37:26,384 - mmaction - INFO - Epoch [28][1780/5010] lr: 7.500e-04, eta: 1 day, 8:03:53, time: 1.049, data_time: 0.006, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9146, loss_cls: 1.0014, loss: 1.0014, grad_norm: 6.2156 2020-10-12 13:37:46,885 - mmaction - INFO - Epoch [28][1800/5010] lr: 7.500e-04, eta: 1 day, 8:03:33, time: 1.025, data_time: 0.002, memory: 10398, top1_acc: 0.7438, top5_acc: 0.8979, loss_cls: 1.0039, loss: 1.0039, grad_norm: 6.2997 2020-10-12 13:38:08,327 - mmaction - INFO - Epoch [28][1820/5010] lr: 7.500e-04, eta: 1 day, 8:03:14, time: 1.070, data_time: 0.004, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9031, loss_cls: 1.0290, loss: 1.0290, grad_norm: 6.6233 2020-10-12 13:38:29,033 - mmaction - INFO - Epoch [28][1840/5010] lr: 7.500e-04, eta: 1 day, 8:02:54, time: 1.038, data_time: 0.006, memory: 10398, top1_acc: 0.7021, top5_acc: 0.8833, loss_cls: 1.1545, loss: 1.1545, grad_norm: 6.7809 2020-10-12 13:38:49,204 - mmaction - INFO - Epoch [28][1860/5010] lr: 7.500e-04, eta: 1 day, 8:02:33, time: 1.008, data_time: 0.002, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9083, loss_cls: 1.0096, loss: 1.0096, grad_norm: 6.5612 2020-10-12 13:39:09,920 - mmaction - INFO - Epoch [28][1880/5010] lr: 7.500e-04, eta: 1 day, 8:02:13, time: 1.034, data_time: 0.005, memory: 10398, top1_acc: 0.7198, top5_acc: 0.9000, loss_cls: 1.0843, loss: 1.0843, grad_norm: 6.4507 2020-10-12 13:39:29,774 - mmaction - INFO - Epoch [28][1900/5010] lr: 7.500e-04, eta: 1 day, 8:01:52, time: 0.994, data_time: 0.005, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9125, loss_cls: 1.0087, loss: 1.0087, grad_norm: 6.5885 2020-10-12 13:39:50,267 - mmaction - INFO - Epoch [28][1920/5010] lr: 7.500e-04, eta: 1 day, 8:01:32, time: 1.025, data_time: 0.002, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9031, loss_cls: 1.0697, loss: 1.0697, grad_norm: 6.6243 2020-10-12 13:40:10,390 - mmaction - INFO - Epoch [28][1940/5010] lr: 7.500e-04, eta: 1 day, 8:01:12, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.7344, top5_acc: 0.8927, loss_cls: 1.0415, loss: 1.0415, grad_norm: 6.2999 2020-10-12 13:40:30,805 - mmaction - INFO - Epoch [28][1960/5010] lr: 7.500e-04, eta: 1 day, 8:00:51, time: 1.021, data_time: 0.002, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9104, loss_cls: 1.0081, loss: 1.0081, grad_norm: 6.2998 2020-10-12 13:40:51,020 - mmaction - INFO - Epoch [28][1980/5010] lr: 7.500e-04, eta: 1 day, 8:00:31, time: 1.010, data_time: 0.002, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9219, loss_cls: 1.0118, loss: 1.0118, grad_norm: 6.6461 2020-10-12 13:41:11,493 - mmaction - INFO - Epoch [28][2000/5010] lr: 7.500e-04, eta: 1 day, 8:00:11, time: 1.022, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9146, loss_cls: 0.9522, loss: 0.9522, grad_norm: 6.2946 2020-10-12 13:41:32,520 - mmaction - INFO - Epoch [28][2020/5010] lr: 7.500e-04, eta: 1 day, 7:59:51, time: 1.054, data_time: 0.006, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9177, loss_cls: 0.9607, loss: 0.9607, grad_norm: 6.3350 2020-10-12 13:41:52,505 - mmaction - INFO - Epoch [28][2040/5010] lr: 7.500e-04, eta: 1 day, 7:59:30, time: 0.999, data_time: 0.002, memory: 10398, top1_acc: 0.7104, top5_acc: 0.9021, loss_cls: 1.1480, loss: 1.1480, grad_norm: 6.7486 2020-10-12 13:42:12,630 - mmaction - INFO - Epoch [28][2060/5010] lr: 7.500e-04, eta: 1 day, 7:59:10, time: 1.005, data_time: 0.004, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9135, loss_cls: 0.9994, loss: 0.9994, grad_norm: 6.2222 2020-10-12 13:42:32,879 - mmaction - INFO - Epoch [28][2080/5010] lr: 7.500e-04, eta: 1 day, 7:58:49, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.8958, loss_cls: 1.0223, loss: 1.0223, grad_norm: 6.2293 2020-10-12 13:42:54,538 - mmaction - INFO - Epoch [28][2100/5010] lr: 7.500e-04, eta: 1 day, 7:58:30, time: 1.082, data_time: 0.002, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9135, loss_cls: 0.9921, loss: 0.9921, grad_norm: 6.2980 2020-10-12 13:43:14,888 - mmaction - INFO - Epoch [28][2120/5010] lr: 7.500e-04, eta: 1 day, 7:58:10, time: 1.017, data_time: 0.006, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9104, loss_cls: 1.0236, loss: 1.0236, grad_norm: 6.3067 2020-10-12 13:43:35,059 - mmaction - INFO - Epoch [28][2140/5010] lr: 7.500e-04, eta: 1 day, 7:57:49, time: 1.010, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9104, loss_cls: 0.9926, loss: 0.9926, grad_norm: 6.3153 2020-10-12 13:43:55,309 - mmaction - INFO - Epoch [28][2160/5010] lr: 7.500e-04, eta: 1 day, 7:57:29, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.7323, top5_acc: 0.8979, loss_cls: 1.0951, loss: 1.0951, grad_norm: 6.6982 2020-10-12 13:44:16,107 - mmaction - INFO - Epoch [28][2180/5010] lr: 7.500e-04, eta: 1 day, 7:57:09, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9031, loss_cls: 1.0270, loss: 1.0270, grad_norm: 6.4064 2020-10-12 13:44:36,677 - mmaction - INFO - Epoch [28][2200/5010] lr: 7.500e-04, eta: 1 day, 7:56:48, time: 1.031, data_time: 0.007, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9000, loss_cls: 1.0105, loss: 1.0105, grad_norm: 6.1548 2020-10-12 13:44:58,707 - mmaction - INFO - Epoch [28][2220/5010] lr: 7.500e-04, eta: 1 day, 7:56:30, time: 1.101, data_time: 0.005, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9146, loss_cls: 0.9754, loss: 0.9754, grad_norm: 6.4169 2020-10-12 13:45:18,682 - mmaction - INFO - Epoch [28][2240/5010] lr: 7.500e-04, eta: 1 day, 7:56:09, time: 0.999, data_time: 0.002, memory: 10398, top1_acc: 0.7240, top5_acc: 0.9094, loss_cls: 1.0680, loss: 1.0680, grad_norm: 6.8187 2020-10-12 13:45:39,316 - mmaction - INFO - Epoch [28][2260/5010] lr: 7.500e-04, eta: 1 day, 7:55:49, time: 1.030, data_time: 0.004, memory: 10398, top1_acc: 0.7406, top5_acc: 0.8938, loss_cls: 1.0402, loss: 1.0402, grad_norm: 6.4648 2020-10-12 13:46:00,450 - mmaction - INFO - Epoch [28][2280/5010] lr: 7.500e-04, eta: 1 day, 7:55:29, time: 1.058, data_time: 0.005, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9083, loss_cls: 1.0104, loss: 1.0104, grad_norm: 6.1603 2020-10-12 13:46:21,111 - mmaction - INFO - Epoch [28][2300/5010] lr: 7.500e-04, eta: 1 day, 7:55:09, time: 1.031, data_time: 0.005, memory: 10398, top1_acc: 0.7292, top5_acc: 0.8979, loss_cls: 1.0797, loss: 1.0797, grad_norm: 6.3995 2020-10-12 13:46:41,405 - mmaction - INFO - Epoch [28][2320/5010] lr: 7.500e-04, eta: 1 day, 7:54:49, time: 1.017, data_time: 0.007, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9115, loss_cls: 0.9671, loss: 0.9671, grad_norm: 6.2252 2020-10-12 13:47:02,251 - mmaction - INFO - Epoch [28][2340/5010] lr: 7.500e-04, eta: 1 day, 7:54:29, time: 1.040, data_time: 0.005, memory: 10398, top1_acc: 0.7250, top5_acc: 0.8896, loss_cls: 1.1271, loss: 1.1271, grad_norm: 6.6387 2020-10-12 13:47:23,223 - mmaction - INFO - Epoch [28][2360/5010] lr: 7.500e-04, eta: 1 day, 7:54:09, time: 1.050, data_time: 0.006, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9031, loss_cls: 1.0349, loss: 1.0349, grad_norm: 6.4554 2020-10-12 13:47:43,544 - mmaction - INFO - Epoch [28][2380/5010] lr: 7.500e-04, eta: 1 day, 7:53:48, time: 1.016, data_time: 0.002, memory: 10398, top1_acc: 0.7052, top5_acc: 0.8990, loss_cls: 1.1343, loss: 1.1343, grad_norm: 6.8122 2020-10-12 13:48:03,293 - mmaction - INFO - Epoch [28][2400/5010] lr: 7.500e-04, eta: 1 day, 7:53:28, time: 0.986, data_time: 0.005, memory: 10398, top1_acc: 0.7208, top5_acc: 0.9021, loss_cls: 1.0885, loss: 1.0885, grad_norm: 6.6039 2020-10-12 13:48:23,693 - mmaction - INFO - Epoch [28][2420/5010] lr: 7.500e-04, eta: 1 day, 7:53:07, time: 1.021, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9177, loss_cls: 0.9651, loss: 0.9651, grad_norm: 6.1869 2020-10-12 13:48:44,659 - mmaction - INFO - Epoch [28][2440/5010] lr: 7.500e-04, eta: 1 day, 7:52:47, time: 1.048, data_time: 0.002, memory: 10398, top1_acc: 0.7219, top5_acc: 0.9010, loss_cls: 1.0595, loss: 1.0595, grad_norm: 6.6323 2020-10-12 13:49:05,312 - mmaction - INFO - Epoch [28][2460/5010] lr: 7.500e-04, eta: 1 day, 7:52:27, time: 1.030, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9135, loss_cls: 1.0100, loss: 1.0100, grad_norm: 6.5229 2020-10-12 13:49:25,180 - mmaction - INFO - Epoch [28][2480/5010] lr: 7.500e-04, eta: 1 day, 7:52:07, time: 0.996, data_time: 0.006, memory: 10398, top1_acc: 0.7302, top5_acc: 0.8958, loss_cls: 1.0599, loss: 1.0599, grad_norm: 6.3394 2020-10-12 13:49:45,225 - mmaction - INFO - Epoch [28][2500/5010] lr: 7.500e-04, eta: 1 day, 7:51:46, time: 1.002, data_time: 0.002, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9042, loss_cls: 0.9707, loss: 0.9707, grad_norm: 6.5547 2020-10-12 13:50:07,039 - mmaction - INFO - Epoch [28][2520/5010] lr: 7.500e-04, eta: 1 day, 7:51:27, time: 1.091, data_time: 0.005, memory: 10398, top1_acc: 0.7313, top5_acc: 0.9094, loss_cls: 1.0442, loss: 1.0442, grad_norm: 6.4873 2020-10-12 13:50:26,621 - mmaction - INFO - Epoch [28][2540/5010] lr: 7.500e-04, eta: 1 day, 7:51:06, time: 0.979, data_time: 0.002, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9271, loss_cls: 0.9086, loss: 0.9086, grad_norm: 6.1703 2020-10-12 13:50:48,565 - mmaction - INFO - Epoch [28][2560/5010] lr: 7.500e-04, eta: 1 day, 7:50:47, time: 1.097, data_time: 0.002, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9208, loss_cls: 0.9434, loss: 0.9434, grad_norm: 6.4133 2020-10-12 13:51:08,111 - mmaction - INFO - Epoch [28][2580/5010] lr: 7.500e-04, eta: 1 day, 7:50:26, time: 0.976, data_time: 0.005, memory: 10398, top1_acc: 0.7156, top5_acc: 0.8833, loss_cls: 1.1370, loss: 1.1370, grad_norm: 6.6565 2020-10-12 13:51:28,487 - mmaction - INFO - Epoch [28][2600/5010] lr: 7.500e-04, eta: 1 day, 7:50:05, time: 1.020, data_time: 0.005, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9104, loss_cls: 0.9847, loss: 0.9847, grad_norm: 6.2406 2020-10-12 13:51:49,720 - mmaction - INFO - Epoch [28][2620/5010] lr: 7.500e-04, eta: 1 day, 7:49:46, time: 1.062, data_time: 0.002, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9104, loss_cls: 1.0528, loss: 1.0528, grad_norm: 6.5109 2020-10-12 13:52:11,111 - mmaction - INFO - Epoch [28][2640/5010] lr: 7.500e-04, eta: 1 day, 7:49:26, time: 1.068, data_time: 0.005, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9094, loss_cls: 1.0382, loss: 1.0382, grad_norm: 6.2752 2020-10-12 13:52:32,479 - mmaction - INFO - Epoch [28][2660/5010] lr: 7.500e-04, eta: 1 day, 7:49:07, time: 1.068, data_time: 0.006, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9156, loss_cls: 0.9592, loss: 0.9592, grad_norm: 6.0825 2020-10-12 13:52:52,287 - mmaction - INFO - Epoch [28][2680/5010] lr: 7.500e-04, eta: 1 day, 7:48:46, time: 0.993, data_time: 0.006, memory: 10398, top1_acc: 0.7438, top5_acc: 0.8969, loss_cls: 1.0027, loss: 1.0027, grad_norm: 6.1272 2020-10-12 13:53:13,031 - mmaction - INFO - Epoch [28][2700/5010] lr: 7.500e-04, eta: 1 day, 7:48:26, time: 1.035, data_time: 0.006, memory: 10398, top1_acc: 0.7458, top5_acc: 0.8969, loss_cls: 1.0347, loss: 1.0347, grad_norm: 6.2147 2020-10-12 13:53:32,695 - mmaction - INFO - Epoch [28][2720/5010] lr: 7.500e-04, eta: 1 day, 7:48:05, time: 0.985, data_time: 0.005, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9188, loss_cls: 0.9562, loss: 0.9562, grad_norm: 6.1892 2020-10-12 13:53:53,703 - mmaction - INFO - Epoch [28][2740/5010] lr: 7.500e-04, eta: 1 day, 7:47:45, time: 1.050, data_time: 0.002, memory: 10398, top1_acc: 0.7219, top5_acc: 0.8917, loss_cls: 1.1366, loss: 1.1366, grad_norm: 6.6008 2020-10-12 13:54:13,551 - mmaction - INFO - Epoch [28][2760/5010] lr: 7.500e-04, eta: 1 day, 7:47:24, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.7177, top5_acc: 0.9021, loss_cls: 1.0573, loss: 1.0573, grad_norm: 6.5812 2020-10-12 13:54:34,473 - mmaction - INFO - Epoch [28][2780/5010] lr: 7.500e-04, eta: 1 day, 7:47:05, time: 1.049, data_time: 0.007, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9063, loss_cls: 0.9918, loss: 0.9918, grad_norm: 6.5045 2020-10-12 13:54:54,348 - mmaction - INFO - Epoch [28][2800/5010] lr: 7.500e-04, eta: 1 day, 7:46:44, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.7271, top5_acc: 0.8896, loss_cls: 1.0792, loss: 1.0792, grad_norm: 6.4808 2020-10-12 13:55:14,518 - mmaction - INFO - Epoch [28][2820/5010] lr: 7.500e-04, eta: 1 day, 7:46:23, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9062, loss_cls: 0.9762, loss: 0.9762, grad_norm: 5.9762 2020-10-12 13:55:34,957 - mmaction - INFO - Epoch [28][2840/5010] lr: 7.500e-04, eta: 1 day, 7:46:03, time: 1.023, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9000, loss_cls: 1.0596, loss: 1.0596, grad_norm: 6.4741 2020-10-12 13:55:55,034 - mmaction - INFO - Epoch [28][2860/5010] lr: 7.500e-04, eta: 1 day, 7:45:42, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9042, loss_cls: 1.0489, loss: 1.0489, grad_norm: 6.8554 2020-10-12 13:56:16,445 - mmaction - INFO - Epoch [28][2880/5010] lr: 7.500e-04, eta: 1 day, 7:45:23, time: 1.069, data_time: 0.004, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9073, loss_cls: 1.0502, loss: 1.0502, grad_norm: 6.6204 2020-10-12 13:56:36,215 - mmaction - INFO - Epoch [28][2900/5010] lr: 7.500e-04, eta: 1 day, 7:45:02, time: 0.990, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9063, loss_cls: 1.0033, loss: 1.0033, grad_norm: 6.3737 2020-10-12 13:56:56,481 - mmaction - INFO - Epoch [28][2920/5010] lr: 7.500e-04, eta: 1 day, 7:44:42, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.7240, top5_acc: 0.9031, loss_cls: 1.0751, loss: 1.0751, grad_norm: 6.6833 2020-10-12 13:57:17,680 - mmaction - INFO - Epoch [28][2940/5010] lr: 7.500e-04, eta: 1 day, 7:44:22, time: 1.064, data_time: 0.007, memory: 10398, top1_acc: 0.7062, top5_acc: 0.8906, loss_cls: 1.1779, loss: 1.1779, grad_norm: 6.7500 2020-10-12 13:57:37,581 - mmaction - INFO - Epoch [28][2960/5010] lr: 7.500e-04, eta: 1 day, 7:44:01, time: 0.993, data_time: 0.004, memory: 10398, top1_acc: 0.7177, top5_acc: 0.9000, loss_cls: 1.1128, loss: 1.1128, grad_norm: 6.8108 2020-10-12 13:57:57,494 - mmaction - INFO - Epoch [28][2980/5010] lr: 7.500e-04, eta: 1 day, 7:43:41, time: 0.997, data_time: 0.006, memory: 10398, top1_acc: 0.7427, top5_acc: 0.8948, loss_cls: 1.0252, loss: 1.0252, grad_norm: 6.4012 2020-10-12 13:58:18,433 - mmaction - INFO - Epoch [28][3000/5010] lr: 7.500e-04, eta: 1 day, 7:43:21, time: 1.044, data_time: 0.005, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9146, loss_cls: 1.0202, loss: 1.0202, grad_norm: 6.2728 2020-10-12 13:58:38,921 - mmaction - INFO - Epoch [28][3020/5010] lr: 7.500e-04, eta: 1 day, 7:43:01, time: 1.027, data_time: 0.007, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9063, loss_cls: 1.0315, loss: 1.0315, grad_norm: 6.3879 2020-10-12 13:59:00,162 - mmaction - INFO - Epoch [28][3040/5010] lr: 7.500e-04, eta: 1 day, 7:42:41, time: 1.060, data_time: 0.004, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0293, loss: 1.0293, grad_norm: 6.3758 2020-10-12 13:59:19,875 - mmaction - INFO - Epoch [28][3060/5010] lr: 7.500e-04, eta: 1 day, 7:42:20, time: 0.987, data_time: 0.005, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9010, loss_cls: 1.0640, loss: 1.0640, grad_norm: 6.2626 2020-10-12 13:59:40,093 - mmaction - INFO - Epoch [28][3080/5010] lr: 7.500e-04, eta: 1 day, 7:42:00, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9083, loss_cls: 1.0233, loss: 1.0233, grad_norm: 6.4529 2020-10-12 14:00:00,246 - mmaction - INFO - Epoch [28][3100/5010] lr: 7.500e-04, eta: 1 day, 7:41:39, time: 1.011, data_time: 0.007, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9115, loss_cls: 1.0185, loss: 1.0185, grad_norm: 6.6653 2020-10-12 14:00:24,086 - mmaction - INFO - Epoch [28][3120/5010] lr: 7.500e-04, eta: 1 day, 7:41:21, time: 1.183, data_time: 0.004, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9083, loss_cls: 1.0357, loss: 1.0357, grad_norm: 6.4823 2020-10-12 14:00:43,736 - mmaction - INFO - Epoch [28][3140/5010] lr: 7.500e-04, eta: 1 day, 7:41:01, time: 0.991, data_time: 0.016, memory: 10398, top1_acc: 0.7208, top5_acc: 0.9125, loss_cls: 1.0742, loss: 1.0742, grad_norm: 6.4039 2020-10-12 14:01:05,185 - mmaction - INFO - Epoch [28][3160/5010] lr: 7.500e-04, eta: 1 day, 7:40:41, time: 1.072, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9125, loss_cls: 0.9670, loss: 0.9670, grad_norm: 6.2886 2020-10-12 14:01:25,133 - mmaction - INFO - Epoch [28][3180/5010] lr: 7.500e-04, eta: 1 day, 7:40:20, time: 0.998, data_time: 0.005, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9021, loss_cls: 1.0840, loss: 1.0840, grad_norm: 6.6573 2020-10-12 14:01:45,966 - mmaction - INFO - Epoch [28][3200/5010] lr: 7.500e-04, eta: 1 day, 7:40:00, time: 1.042, data_time: 0.002, memory: 10398, top1_acc: 0.7187, top5_acc: 0.8948, loss_cls: 1.1294, loss: 1.1294, grad_norm: 6.7780 2020-10-12 14:02:07,355 - mmaction - INFO - Epoch [28][3220/5010] lr: 7.500e-04, eta: 1 day, 7:39:41, time: 1.067, data_time: 0.006, memory: 10398, top1_acc: 0.7437, top5_acc: 0.9000, loss_cls: 1.0382, loss: 1.0382, grad_norm: 6.5995 2020-10-12 14:02:27,400 - mmaction - INFO - Epoch [28][3240/5010] lr: 7.500e-04, eta: 1 day, 7:39:20, time: 1.005, data_time: 0.007, memory: 10398, top1_acc: 0.7177, top5_acc: 0.8938, loss_cls: 1.0768, loss: 1.0768, grad_norm: 6.7060 2020-10-12 14:02:48,572 - mmaction - INFO - Epoch [28][3260/5010] lr: 7.500e-04, eta: 1 day, 7:39:01, time: 1.059, data_time: 0.002, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9104, loss_cls: 0.9613, loss: 0.9613, grad_norm: 6.2652 2020-10-12 14:03:09,149 - mmaction - INFO - Epoch [28][3280/5010] lr: 7.500e-04, eta: 1 day, 7:38:41, time: 1.029, data_time: 0.004, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9083, loss_cls: 1.0456, loss: 1.0456, grad_norm: 6.4855 2020-10-12 14:03:29,656 - mmaction - INFO - Epoch [28][3300/5010] lr: 7.500e-04, eta: 1 day, 7:38:20, time: 1.025, data_time: 0.002, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9021, loss_cls: 1.0815, loss: 1.0815, grad_norm: 6.7067 2020-10-12 14:03:49,708 - mmaction - INFO - Epoch [28][3320/5010] lr: 7.500e-04, eta: 1 day, 7:38:00, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9125, loss_cls: 1.0278, loss: 1.0278, grad_norm: 6.5698 2020-10-12 14:04:10,047 - mmaction - INFO - Epoch [28][3340/5010] lr: 7.500e-04, eta: 1 day, 7:37:39, time: 1.014, data_time: 0.004, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9042, loss_cls: 0.9878, loss: 0.9878, grad_norm: 6.1550 2020-10-12 14:04:30,470 - mmaction - INFO - Epoch [28][3360/5010] lr: 7.500e-04, eta: 1 day, 7:37:19, time: 1.024, data_time: 0.007, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9104, loss_cls: 0.9790, loss: 0.9790, grad_norm: 6.1428 2020-10-12 14:04:51,086 - mmaction - INFO - Epoch [28][3380/5010] lr: 7.500e-04, eta: 1 day, 7:36:59, time: 1.031, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9281, loss_cls: 0.9299, loss: 0.9299, grad_norm: 6.3601 2020-10-12 14:05:12,486 - mmaction - INFO - Epoch [28][3400/5010] lr: 7.500e-04, eta: 1 day, 7:36:39, time: 1.068, data_time: 0.004, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9146, loss_cls: 1.0273, loss: 1.0273, grad_norm: 6.5643 2020-10-12 14:05:32,850 - mmaction - INFO - Epoch [28][3420/5010] lr: 7.500e-04, eta: 1 day, 7:36:19, time: 1.020, data_time: 0.006, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9115, loss_cls: 1.0091, loss: 1.0091, grad_norm: 6.2642 2020-10-12 14:05:53,238 - mmaction - INFO - Epoch [28][3440/5010] lr: 7.500e-04, eta: 1 day, 7:35:59, time: 1.019, data_time: 0.002, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9052, loss_cls: 1.0252, loss: 1.0252, grad_norm: 6.3859 2020-10-12 14:06:13,738 - mmaction - INFO - Epoch [28][3460/5010] lr: 7.500e-04, eta: 1 day, 7:35:38, time: 1.023, data_time: 0.005, memory: 10398, top1_acc: 0.7198, top5_acc: 0.8979, loss_cls: 1.1016, loss: 1.1016, grad_norm: 6.7639 2020-10-12 14:06:34,559 - mmaction - INFO - Epoch [28][3480/5010] lr: 7.500e-04, eta: 1 day, 7:35:19, time: 1.043, data_time: 0.006, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9052, loss_cls: 1.1041, loss: 1.1041, grad_norm: 6.6958 2020-10-12 14:06:55,630 - mmaction - INFO - Epoch [28][3500/5010] lr: 7.500e-04, eta: 1 day, 7:34:59, time: 1.052, data_time: 0.002, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9188, loss_cls: 1.0095, loss: 1.0095, grad_norm: 6.4733 2020-10-12 14:07:16,103 - mmaction - INFO - Epoch [28][3520/5010] lr: 7.500e-04, eta: 1 day, 7:34:38, time: 1.023, data_time: 0.006, memory: 10398, top1_acc: 0.7313, top5_acc: 0.9146, loss_cls: 1.0374, loss: 1.0374, grad_norm: 6.6901 2020-10-12 14:07:35,791 - mmaction - INFO - Epoch [28][3540/5010] lr: 7.500e-04, eta: 1 day, 7:34:18, time: 0.987, data_time: 0.006, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9188, loss_cls: 0.9741, loss: 0.9741, grad_norm: 6.4555 2020-10-12 14:07:56,072 - mmaction - INFO - Epoch [28][3560/5010] lr: 7.500e-04, eta: 1 day, 7:33:57, time: 1.012, data_time: 0.006, memory: 10398, top1_acc: 0.7125, top5_acc: 0.8917, loss_cls: 1.1336, loss: 1.1336, grad_norm: 6.8474 2020-10-12 14:08:17,189 - mmaction - INFO - Epoch [28][3580/5010] lr: 7.500e-04, eta: 1 day, 7:33:37, time: 1.058, data_time: 0.007, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9135, loss_cls: 1.0281, loss: 1.0281, grad_norm: 6.1705 2020-10-12 14:08:37,255 - mmaction - INFO - Epoch [28][3600/5010] lr: 7.500e-04, eta: 1 day, 7:33:17, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.7240, top5_acc: 0.9021, loss_cls: 1.0756, loss: 1.0756, grad_norm: 6.8001 2020-10-12 14:08:57,681 - mmaction - INFO - Epoch [28][3620/5010] lr: 7.500e-04, eta: 1 day, 7:32:57, time: 1.023, data_time: 0.005, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9052, loss_cls: 1.0767, loss: 1.0767, grad_norm: 6.7513 2020-10-12 14:09:18,606 - mmaction - INFO - Epoch [28][3640/5010] lr: 7.500e-04, eta: 1 day, 7:32:37, time: 1.045, data_time: 0.005, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9083, loss_cls: 1.0125, loss: 1.0125, grad_norm: 6.3916 2020-10-12 14:09:39,409 - mmaction - INFO - Epoch [28][3660/5010] lr: 7.500e-04, eta: 1 day, 7:32:17, time: 1.042, data_time: 0.005, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9188, loss_cls: 1.0487, loss: 1.0487, grad_norm: 6.4959 2020-10-12 14:09:59,893 - mmaction - INFO - Epoch [28][3680/5010] lr: 7.500e-04, eta: 1 day, 7:31:56, time: 1.021, data_time: 0.005, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9146, loss_cls: 1.0139, loss: 1.0139, grad_norm: 6.2749 2020-10-12 14:10:20,595 - mmaction - INFO - Epoch [28][3700/5010] lr: 7.500e-04, eta: 1 day, 7:31:36, time: 1.039, data_time: 0.007, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9146, loss_cls: 0.9585, loss: 0.9585, grad_norm: 6.3073 2020-10-12 14:10:40,406 - mmaction - INFO - Epoch [28][3720/5010] lr: 7.500e-04, eta: 1 day, 7:31:16, time: 0.988, data_time: 0.004, memory: 10398, top1_acc: 0.7156, top5_acc: 0.8927, loss_cls: 1.1243, loss: 1.1243, grad_norm: 6.9530 2020-10-12 14:11:01,267 - mmaction - INFO - Epoch [28][3740/5010] lr: 7.500e-04, eta: 1 day, 7:30:56, time: 1.045, data_time: 0.006, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9187, loss_cls: 0.9781, loss: 0.9781, grad_norm: 6.1648 2020-10-12 14:11:21,202 - mmaction - INFO - Epoch [28][3760/5010] lr: 7.500e-04, eta: 1 day, 7:30:35, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.7292, top5_acc: 0.8854, loss_cls: 1.1159, loss: 1.1159, grad_norm: 6.4567 2020-10-12 14:11:41,610 - mmaction - INFO - Epoch [28][3780/5010] lr: 7.500e-04, eta: 1 day, 7:30:15, time: 1.021, data_time: 0.004, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9042, loss_cls: 0.9973, loss: 0.9973, grad_norm: 6.3587 2020-10-12 14:12:01,823 - mmaction - INFO - Epoch [28][3800/5010] lr: 7.500e-04, eta: 1 day, 7:29:54, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9073, loss_cls: 1.0537, loss: 1.0537, grad_norm: 6.3844 2020-10-12 14:12:22,617 - mmaction - INFO - Epoch [28][3820/5010] lr: 7.500e-04, eta: 1 day, 7:29:34, time: 1.040, data_time: 0.006, memory: 10398, top1_acc: 0.7240, top5_acc: 0.9010, loss_cls: 1.0423, loss: 1.0423, grad_norm: 6.4983 2020-10-12 14:12:42,837 - mmaction - INFO - Epoch [28][3840/5010] lr: 7.500e-04, eta: 1 day, 7:29:14, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.7135, top5_acc: 0.9010, loss_cls: 1.0939, loss: 1.0939, grad_norm: 6.5353 2020-10-12 14:13:03,834 - mmaction - INFO - Epoch [28][3860/5010] lr: 7.500e-04, eta: 1 day, 7:28:54, time: 1.050, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9167, loss_cls: 0.9408, loss: 0.9408, grad_norm: 6.2087 2020-10-12 14:13:25,302 - mmaction - INFO - Epoch [28][3880/5010] lr: 7.500e-04, eta: 1 day, 7:28:34, time: 1.073, data_time: 0.002, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9104, loss_cls: 0.9866, loss: 0.9866, grad_norm: 6.2447 2020-10-12 14:13:45,607 - mmaction - INFO - Epoch [28][3900/5010] lr: 7.500e-04, eta: 1 day, 7:28:14, time: 1.015, data_time: 0.003, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9021, loss_cls: 1.0351, loss: 1.0351, grad_norm: 6.5292 2020-10-12 14:14:05,406 - mmaction - INFO - Epoch [28][3920/5010] lr: 7.500e-04, eta: 1 day, 7:27:53, time: 0.987, data_time: 0.004, memory: 10398, top1_acc: 0.7083, top5_acc: 0.8948, loss_cls: 1.1132, loss: 1.1132, grad_norm: 6.5757 2020-10-12 14:14:25,454 - mmaction - INFO - Epoch [28][3940/5010] lr: 7.500e-04, eta: 1 day, 7:27:33, time: 1.006, data_time: 0.007, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9031, loss_cls: 1.0712, loss: 1.0712, grad_norm: 6.6501 2020-10-12 14:14:46,259 - mmaction - INFO - Epoch [28][3960/5010] lr: 7.500e-04, eta: 1 day, 7:27:13, time: 1.040, data_time: 0.002, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9052, loss_cls: 1.0398, loss: 1.0398, grad_norm: 6.6541 2020-10-12 14:15:07,590 - mmaction - INFO - Epoch [28][3980/5010] lr: 7.500e-04, eta: 1 day, 7:26:53, time: 1.060, data_time: 0.005, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9094, loss_cls: 1.0564, loss: 1.0564, grad_norm: 6.6788 2020-10-12 14:15:28,846 - mmaction - INFO - Epoch [28][4000/5010] lr: 7.500e-04, eta: 1 day, 7:26:33, time: 1.069, data_time: 0.008, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9104, loss_cls: 1.0491, loss: 1.0491, grad_norm: 6.5711 2020-10-12 14:15:48,666 - mmaction - INFO - Epoch [28][4020/5010] lr: 7.500e-04, eta: 1 day, 7:26:13, time: 0.991, data_time: 0.002, memory: 10398, top1_acc: 0.7177, top5_acc: 0.9010, loss_cls: 1.0648, loss: 1.0648, grad_norm: 6.3798 2020-10-12 14:16:10,867 - mmaction - INFO - Epoch [28][4040/5010] lr: 7.500e-04, eta: 1 day, 7:25:54, time: 1.108, data_time: 0.005, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9073, loss_cls: 1.0341, loss: 1.0341, grad_norm: 6.4917 2020-10-12 14:16:30,566 - mmaction - INFO - Epoch [28][4060/5010] lr: 7.500e-04, eta: 1 day, 7:25:33, time: 0.987, data_time: 0.006, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9031, loss_cls: 1.0157, loss: 1.0157, grad_norm: 6.3841 2020-10-12 14:16:51,437 - mmaction - INFO - Epoch [28][4080/5010] lr: 7.500e-04, eta: 1 day, 7:25:13, time: 1.043, data_time: 0.002, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9031, loss_cls: 1.0399, loss: 1.0399, grad_norm: 6.5242 2020-10-12 14:17:12,032 - mmaction - INFO - Epoch [28][4100/5010] lr: 7.500e-04, eta: 1 day, 7:24:53, time: 1.029, data_time: 0.006, memory: 10398, top1_acc: 0.7229, top5_acc: 0.9083, loss_cls: 1.0947, loss: 1.0947, grad_norm: 6.6384 2020-10-12 14:17:32,595 - mmaction - INFO - Epoch [28][4120/5010] lr: 7.500e-04, eta: 1 day, 7:24:33, time: 1.030, data_time: 0.005, memory: 10398, top1_acc: 0.7313, top5_acc: 0.9073, loss_cls: 1.1119, loss: 1.1119, grad_norm: 6.8808 2020-10-12 14:17:53,157 - mmaction - INFO - Epoch [28][4140/5010] lr: 7.500e-04, eta: 1 day, 7:24:12, time: 1.028, data_time: 0.002, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9292, loss_cls: 0.9274, loss: 0.9274, grad_norm: 6.3469 2020-10-12 14:18:13,966 - mmaction - INFO - Epoch [28][4160/5010] lr: 7.500e-04, eta: 1 day, 7:23:52, time: 1.039, data_time: 0.004, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9198, loss_cls: 0.9225, loss: 0.9225, grad_norm: 6.2082 2020-10-12 14:18:34,532 - mmaction - INFO - Epoch [28][4180/5010] lr: 7.500e-04, eta: 1 day, 7:23:32, time: 1.030, data_time: 0.006, memory: 10398, top1_acc: 0.7031, top5_acc: 0.8865, loss_cls: 1.1727, loss: 1.1727, grad_norm: 6.7505 2020-10-12 14:18:54,583 - mmaction - INFO - Epoch [28][4200/5010] lr: 7.500e-04, eta: 1 day, 7:23:12, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.7271, top5_acc: 0.8948, loss_cls: 1.0747, loss: 1.0747, grad_norm: 6.5369 2020-10-12 14:19:16,256 - mmaction - INFO - Epoch [28][4220/5010] lr: 7.500e-04, eta: 1 day, 7:22:52, time: 1.082, data_time: 0.004, memory: 10398, top1_acc: 0.7229, top5_acc: 0.9000, loss_cls: 1.0645, loss: 1.0645, grad_norm: 6.7256 2020-10-12 14:19:36,200 - mmaction - INFO - Epoch [28][4240/5010] lr: 7.500e-04, eta: 1 day, 7:22:32, time: 0.998, data_time: 0.005, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9104, loss_cls: 0.9930, loss: 0.9930, grad_norm: 6.3547 2020-10-12 14:19:58,456 - mmaction - INFO - Epoch [28][4260/5010] lr: 7.500e-04, eta: 1 day, 7:22:13, time: 1.110, data_time: 0.005, memory: 10398, top1_acc: 0.7188, top5_acc: 0.8865, loss_cls: 1.1367, loss: 1.1367, grad_norm: 6.6667 2020-10-12 14:20:17,858 - mmaction - INFO - Epoch [28][4280/5010] lr: 7.500e-04, eta: 1 day, 7:21:52, time: 0.973, data_time: 0.007, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9042, loss_cls: 1.0206, loss: 1.0206, grad_norm: 6.4853 2020-10-12 14:20:38,776 - mmaction - INFO - Epoch [28][4300/5010] lr: 7.500e-04, eta: 1 day, 7:21:32, time: 1.044, data_time: 0.005, memory: 10398, top1_acc: 0.7125, top5_acc: 0.8969, loss_cls: 1.1019, loss: 1.1019, grad_norm: 6.7594 2020-10-12 14:20:59,564 - mmaction - INFO - Epoch [28][4320/5010] lr: 7.500e-04, eta: 1 day, 7:21:12, time: 1.041, data_time: 0.006, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9052, loss_cls: 1.0435, loss: 1.0435, grad_norm: 6.6019 2020-10-12 14:21:20,257 - mmaction - INFO - Epoch [28][4340/5010] lr: 7.500e-04, eta: 1 day, 7:20:52, time: 1.032, data_time: 0.004, memory: 10398, top1_acc: 0.7271, top5_acc: 0.8896, loss_cls: 1.0846, loss: 1.0846, grad_norm: 6.7671 2020-10-12 14:21:40,876 - mmaction - INFO - Epoch [28][4360/5010] lr: 7.500e-04, eta: 1 day, 7:20:32, time: 1.034, data_time: 0.007, memory: 10398, top1_acc: 0.7260, top5_acc: 0.9073, loss_cls: 1.0295, loss: 1.0295, grad_norm: 6.5505 2020-10-12 14:22:01,236 - mmaction - INFO - Epoch [28][4380/5010] lr: 7.500e-04, eta: 1 day, 7:20:11, time: 1.015, data_time: 0.006, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9063, loss_cls: 1.0126, loss: 1.0126, grad_norm: 6.2663 2020-10-12 14:22:21,649 - mmaction - INFO - Epoch [28][4400/5010] lr: 7.500e-04, eta: 1 day, 7:19:51, time: 1.023, data_time: 0.007, memory: 10398, top1_acc: 0.7083, top5_acc: 0.8927, loss_cls: 1.1500, loss: 1.1500, grad_norm: 6.7213 2020-10-12 14:22:41,805 - mmaction - INFO - Epoch [28][4420/5010] lr: 7.500e-04, eta: 1 day, 7:19:30, time: 1.008, data_time: 0.003, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9104, loss_cls: 1.0441, loss: 1.0441, grad_norm: 6.3759 2020-10-12 14:23:02,954 - mmaction - INFO - Epoch [28][4440/5010] lr: 7.500e-04, eta: 1 day, 7:19:11, time: 1.056, data_time: 0.005, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9135, loss_cls: 0.9804, loss: 0.9804, grad_norm: 6.4125 2020-10-12 14:23:23,094 - mmaction - INFO - Epoch [28][4460/5010] lr: 7.500e-04, eta: 1 day, 7:18:50, time: 1.005, data_time: 0.004, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9062, loss_cls: 1.0654, loss: 1.0654, grad_norm: 6.5641 2020-10-12 14:23:43,978 - mmaction - INFO - Epoch [28][4480/5010] lr: 7.500e-04, eta: 1 day, 7:18:30, time: 1.047, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9188, loss_cls: 0.9797, loss: 0.9797, grad_norm: 6.2798 2020-10-12 14:24:03,450 - mmaction - INFO - Epoch [28][4500/5010] lr: 7.500e-04, eta: 1 day, 7:18:09, time: 0.971, data_time: 0.005, memory: 10398, top1_acc: 0.7302, top5_acc: 0.8969, loss_cls: 1.0901, loss: 1.0901, grad_norm: 6.6969 2020-10-12 14:24:24,136 - mmaction - INFO - Epoch [28][4520/5010] lr: 7.500e-04, eta: 1 day, 7:17:49, time: 1.035, data_time: 0.006, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9167, loss_cls: 1.0120, loss: 1.0120, grad_norm: 6.6015 2020-10-12 14:24:44,984 - mmaction - INFO - Epoch [28][4540/5010] lr: 7.500e-04, eta: 1 day, 7:17:29, time: 1.044, data_time: 0.003, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9021, loss_cls: 0.9832, loss: 0.9832, grad_norm: 6.3482 2020-10-12 14:25:06,500 - mmaction - INFO - Epoch [28][4560/5010] lr: 7.500e-04, eta: 1 day, 7:17:10, time: 1.071, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9094, loss_cls: 1.0202, loss: 1.0202, grad_norm: 6.5406 2020-10-12 14:25:25,898 - mmaction - INFO - Epoch [28][4580/5010] lr: 7.500e-04, eta: 1 day, 7:16:49, time: 0.975, data_time: 0.007, memory: 10398, top1_acc: 0.7365, top5_acc: 0.8958, loss_cls: 1.0897, loss: 1.0897, grad_norm: 6.7243 2020-10-12 14:25:46,286 - mmaction - INFO - Epoch [28][4600/5010] lr: 7.500e-04, eta: 1 day, 7:16:28, time: 1.019, data_time: 0.002, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9052, loss_cls: 1.0330, loss: 1.0330, grad_norm: 6.6189 2020-10-12 14:26:06,978 - mmaction - INFO - Epoch [28][4620/5010] lr: 7.500e-04, eta: 1 day, 7:16:08, time: 1.033, data_time: 0.005, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9156, loss_cls: 1.0301, loss: 1.0301, grad_norm: 6.5874 2020-10-12 14:26:27,748 - mmaction - INFO - Epoch [28][4640/5010] lr: 7.500e-04, eta: 1 day, 7:15:48, time: 1.040, data_time: 0.006, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9104, loss_cls: 1.0105, loss: 1.0105, grad_norm: 6.4974 2020-10-12 14:26:47,726 - mmaction - INFO - Epoch [28][4660/5010] lr: 7.500e-04, eta: 1 day, 7:15:27, time: 0.999, data_time: 0.002, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9073, loss_cls: 1.0044, loss: 1.0044, grad_norm: 6.3961 2020-10-12 14:27:08,606 - mmaction - INFO - Epoch [28][4680/5010] lr: 7.500e-04, eta: 1 day, 7:15:08, time: 1.041, data_time: 0.005, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9104, loss_cls: 1.0311, loss: 1.0311, grad_norm: 6.3683 2020-10-12 14:27:28,845 - mmaction - INFO - Epoch [28][4700/5010] lr: 7.500e-04, eta: 1 day, 7:14:47, time: 1.015, data_time: 0.007, memory: 10398, top1_acc: 0.7208, top5_acc: 0.9094, loss_cls: 1.0206, loss: 1.0206, grad_norm: 6.4433 2020-10-12 14:27:49,000 - mmaction - INFO - Epoch [28][4720/5010] lr: 7.500e-04, eta: 1 day, 7:14:27, time: 1.008, data_time: 0.002, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9063, loss_cls: 1.0673, loss: 1.0673, grad_norm: 6.4028 2020-10-12 14:28:10,436 - mmaction - INFO - Epoch [28][4740/5010] lr: 7.500e-04, eta: 1 day, 7:14:07, time: 1.070, data_time: 0.005, memory: 10398, top1_acc: 0.7281, top5_acc: 0.8885, loss_cls: 1.0887, loss: 1.0887, grad_norm: 6.5885 2020-10-12 14:28:31,210 - mmaction - INFO - Epoch [28][4760/5010] lr: 7.500e-04, eta: 1 day, 7:13:47, time: 1.039, data_time: 0.006, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9000, loss_cls: 1.0545, loss: 1.0545, grad_norm: 6.5740 2020-10-12 14:28:51,163 - mmaction - INFO - Epoch [28][4780/5010] lr: 7.500e-04, eta: 1 day, 7:13:26, time: 0.999, data_time: 0.004, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9146, loss_cls: 0.9918, loss: 0.9918, grad_norm: 6.3555 2020-10-12 14:29:11,441 - mmaction - INFO - Epoch [28][4800/5010] lr: 7.500e-04, eta: 1 day, 7:13:06, time: 1.012, data_time: 0.004, memory: 10398, top1_acc: 0.7156, top5_acc: 0.9073, loss_cls: 1.0645, loss: 1.0645, grad_norm: 6.6235 2020-10-12 14:29:32,382 - mmaction - INFO - Epoch [28][4820/5010] lr: 7.500e-04, eta: 1 day, 7:12:46, time: 1.049, data_time: 0.007, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9010, loss_cls: 1.0435, loss: 1.0435, grad_norm: 6.5322 2020-10-12 14:29:52,684 - mmaction - INFO - Epoch [28][4840/5010] lr: 7.500e-04, eta: 1 day, 7:12:26, time: 1.016, data_time: 0.002, memory: 10398, top1_acc: 0.7406, top5_acc: 0.8865, loss_cls: 1.0639, loss: 1.0639, grad_norm: 6.4252 2020-10-12 14:30:13,079 - mmaction - INFO - Epoch [28][4860/5010] lr: 7.500e-04, eta: 1 day, 7:12:05, time: 1.018, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9208, loss_cls: 0.9286, loss: 0.9286, grad_norm: 6.1420 2020-10-12 14:30:33,297 - mmaction - INFO - Epoch [28][4880/5010] lr: 7.500e-04, eta: 1 day, 7:11:45, time: 1.011, data_time: 0.005, memory: 10398, top1_acc: 0.7177, top5_acc: 0.8990, loss_cls: 1.1006, loss: 1.1006, grad_norm: 6.6462 2020-10-12 14:30:53,811 - mmaction - INFO - Epoch [28][4900/5010] lr: 7.500e-04, eta: 1 day, 7:11:25, time: 1.027, data_time: 0.003, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9115, loss_cls: 0.9881, loss: 0.9881, grad_norm: 6.4766 2020-10-12 14:31:14,573 - mmaction - INFO - Epoch [28][4920/5010] lr: 7.500e-04, eta: 1 day, 7:11:05, time: 1.036, data_time: 0.004, memory: 10398, top1_acc: 0.7198, top5_acc: 0.9010, loss_cls: 1.0996, loss: 1.0996, grad_norm: 6.7914 2020-10-12 14:31:34,681 - mmaction - INFO - Epoch [28][4940/5010] lr: 7.500e-04, eta: 1 day, 7:10:44, time: 1.007, data_time: 0.005, memory: 10398, top1_acc: 0.7198, top5_acc: 0.9208, loss_cls: 1.0326, loss: 1.0326, grad_norm: 6.5198 2020-10-12 14:31:54,704 - mmaction - INFO - Epoch [28][4960/5010] lr: 7.500e-04, eta: 1 day, 7:10:23, time: 1.001, data_time: 0.002, memory: 10398, top1_acc: 0.7260, top5_acc: 0.8813, loss_cls: 1.1361, loss: 1.1361, grad_norm: 6.7487 2020-10-12 14:32:15,007 - mmaction - INFO - Epoch [28][4980/5010] lr: 7.500e-04, eta: 1 day, 7:10:03, time: 1.015, data_time: 0.005, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9104, loss_cls: 1.0051, loss: 1.0051, grad_norm: 6.4371 2020-10-12 14:32:35,875 - mmaction - INFO - Epoch [28][5000/5010] lr: 7.500e-04, eta: 1 day, 7:09:43, time: 1.043, data_time: 0.002, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9156, loss_cls: 1.0004, loss: 1.0004, grad_norm: 6.4440 2020-10-12 14:33:19,065 - mmaction - INFO - Epoch [29][20/5010] lr: 7.500e-04, eta: 1 day, 7:09:14, time: 1.584, data_time: 0.732, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9177, loss_cls: 0.9746, loss: 0.9746, grad_norm: 6.5143 2020-10-12 14:33:38,222 - mmaction - INFO - Epoch [29][40/5010] lr: 7.500e-04, eta: 1 day, 7:08:52, time: 0.960, data_time: 0.006, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9219, loss_cls: 0.9821, loss: 0.9821, grad_norm: 6.1780 2020-10-12 14:33:58,188 - mmaction - INFO - Epoch [29][60/5010] lr: 7.500e-04, eta: 1 day, 7:08:32, time: 0.997, data_time: 0.006, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9052, loss_cls: 1.0581, loss: 1.0581, grad_norm: 6.6272 2020-10-12 14:34:18,057 - mmaction - INFO - Epoch [29][80/5010] lr: 7.500e-04, eta: 1 day, 7:08:11, time: 0.995, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9229, loss_cls: 0.9664, loss: 0.9664, grad_norm: 6.1914 2020-10-12 14:34:38,262 - mmaction - INFO - Epoch [29][100/5010] lr: 7.500e-04, eta: 1 day, 7:07:50, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9187, loss_cls: 0.9583, loss: 0.9583, grad_norm: 6.5689 2020-10-12 14:34:58,978 - mmaction - INFO - Epoch [29][120/5010] lr: 7.500e-04, eta: 1 day, 7:07:30, time: 1.037, data_time: 0.005, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9042, loss_cls: 1.0277, loss: 1.0277, grad_norm: 6.5876 2020-10-12 14:35:19,512 - mmaction - INFO - Epoch [29][140/5010] lr: 7.500e-04, eta: 1 day, 7:07:10, time: 1.025, data_time: 0.005, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9198, loss_cls: 0.9637, loss: 0.9637, grad_norm: 6.2901 2020-10-12 14:35:40,476 - mmaction - INFO - Epoch [29][160/5010] lr: 7.500e-04, eta: 1 day, 7:06:50, time: 1.050, data_time: 0.006, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9063, loss_cls: 1.0143, loss: 1.0143, grad_norm: 6.4599 2020-10-12 14:36:00,732 - mmaction - INFO - Epoch [29][180/5010] lr: 7.500e-04, eta: 1 day, 7:06:30, time: 1.010, data_time: 0.005, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9083, loss_cls: 1.0357, loss: 1.0357, grad_norm: 6.4686 2020-10-12 14:36:21,365 - mmaction - INFO - Epoch [29][200/5010] lr: 7.500e-04, eta: 1 day, 7:06:10, time: 1.034, data_time: 0.006, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8948, loss_cls: 1.1010, loss: 1.1010, grad_norm: 6.5671 2020-10-12 14:36:41,735 - mmaction - INFO - Epoch [29][220/5010] lr: 7.500e-04, eta: 1 day, 7:05:49, time: 1.019, data_time: 0.003, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9135, loss_cls: 0.9964, loss: 0.9964, grad_norm: 6.3091 2020-10-12 14:37:02,424 - mmaction - INFO - Epoch [29][240/5010] lr: 7.500e-04, eta: 1 day, 7:05:29, time: 1.033, data_time: 0.004, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9250, loss_cls: 0.9476, loss: 0.9476, grad_norm: 6.0213 2020-10-12 14:37:23,035 - mmaction - INFO - Epoch [29][260/5010] lr: 7.500e-04, eta: 1 day, 7:05:09, time: 1.032, data_time: 0.005, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9042, loss_cls: 1.0030, loss: 1.0030, grad_norm: 6.3911 2020-10-12 14:37:43,569 - mmaction - INFO - Epoch [29][280/5010] lr: 7.500e-04, eta: 1 day, 7:04:49, time: 1.027, data_time: 0.002, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9135, loss_cls: 1.0598, loss: 1.0598, grad_norm: 6.6418 2020-10-12 14:38:04,104 - mmaction - INFO - Epoch [29][300/5010] lr: 7.500e-04, eta: 1 day, 7:04:29, time: 1.025, data_time: 0.004, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9198, loss_cls: 0.9536, loss: 0.9536, grad_norm: 6.1981 2020-10-12 14:38:25,114 - mmaction - INFO - Epoch [29][320/5010] lr: 7.500e-04, eta: 1 day, 7:04:09, time: 1.052, data_time: 0.006, memory: 10398, top1_acc: 0.7198, top5_acc: 0.9177, loss_cls: 1.0315, loss: 1.0315, grad_norm: 6.8109 2020-10-12 14:38:45,614 - mmaction - INFO - Epoch [29][340/5010] lr: 7.500e-04, eta: 1 day, 7:03:49, time: 1.025, data_time: 0.002, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9094, loss_cls: 1.0287, loss: 1.0287, grad_norm: 6.4104 2020-10-12 14:39:05,610 - mmaction - INFO - Epoch [29][360/5010] lr: 7.500e-04, eta: 1 day, 7:03:28, time: 0.998, data_time: 0.005, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9177, loss_cls: 0.9663, loss: 0.9663, grad_norm: 6.5475 2020-10-12 14:39:26,445 - mmaction - INFO - Epoch [29][380/5010] lr: 7.500e-04, eta: 1 day, 7:03:08, time: 1.043, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9115, loss_cls: 1.0124, loss: 1.0124, grad_norm: 6.6023 2020-10-12 14:39:46,306 - mmaction - INFO - Epoch [29][400/5010] lr: 7.500e-04, eta: 1 day, 7:02:47, time: 0.994, data_time: 0.003, memory: 10398, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.0754, loss: 1.0754, grad_norm: 6.7339 2020-10-12 14:40:07,748 - mmaction - INFO - Epoch [29][420/5010] lr: 7.500e-04, eta: 1 day, 7:02:28, time: 1.072, data_time: 0.005, memory: 10398, top1_acc: 0.7198, top5_acc: 0.9073, loss_cls: 1.0610, loss: 1.0610, grad_norm: 6.7108 2020-10-12 14:40:27,616 - mmaction - INFO - Epoch [29][440/5010] lr: 7.500e-04, eta: 1 day, 7:02:07, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9198, loss_cls: 0.9757, loss: 0.9757, grad_norm: 6.7393 2020-10-12 14:40:47,691 - mmaction - INFO - Epoch [29][460/5010] lr: 7.500e-04, eta: 1 day, 7:01:46, time: 1.004, data_time: 0.002, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9250, loss_cls: 0.9384, loss: 0.9384, grad_norm: 6.5299 2020-10-12 14:41:08,663 - mmaction - INFO - Epoch [29][480/5010] lr: 7.500e-04, eta: 1 day, 7:01:26, time: 1.045, data_time: 0.005, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9135, loss_cls: 1.0340, loss: 1.0340, grad_norm: 6.6978 2020-10-12 14:41:29,054 - mmaction - INFO - Epoch [29][500/5010] lr: 7.500e-04, eta: 1 day, 7:01:06, time: 1.023, data_time: 0.007, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9063, loss_cls: 1.0424, loss: 1.0424, grad_norm: 6.5897 2020-10-12 14:41:50,049 - mmaction - INFO - Epoch [29][520/5010] lr: 7.500e-04, eta: 1 day, 7:00:46, time: 1.049, data_time: 0.002, memory: 10398, top1_acc: 0.7437, top5_acc: 0.9021, loss_cls: 1.0320, loss: 1.0320, grad_norm: 6.3425 2020-10-12 14:42:10,287 - mmaction - INFO - Epoch [29][540/5010] lr: 7.500e-04, eta: 1 day, 7:00:26, time: 1.010, data_time: 0.005, memory: 10398, top1_acc: 0.7063, top5_acc: 0.9063, loss_cls: 1.0761, loss: 1.0761, grad_norm: 6.6436 2020-10-12 14:42:31,820 - mmaction - INFO - Epoch [29][560/5010] lr: 7.500e-04, eta: 1 day, 7:00:06, time: 1.077, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9115, loss_cls: 1.0019, loss: 1.0019, grad_norm: 6.1551 2020-10-12 14:42:52,371 - mmaction - INFO - Epoch [29][580/5010] lr: 7.500e-04, eta: 1 day, 6:59:46, time: 1.028, data_time: 0.006, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9135, loss_cls: 0.9362, loss: 0.9362, grad_norm: 6.0792 2020-10-12 14:43:12,776 - mmaction - INFO - Epoch [29][600/5010] lr: 7.500e-04, eta: 1 day, 6:59:26, time: 1.019, data_time: 0.004, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9073, loss_cls: 1.0151, loss: 1.0151, grad_norm: 6.2710 2020-10-12 14:43:33,013 - mmaction - INFO - Epoch [29][620/5010] lr: 7.500e-04, eta: 1 day, 6:59:05, time: 1.013, data_time: 0.006, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9229, loss_cls: 0.9161, loss: 0.9161, grad_norm: 6.1727 2020-10-12 14:43:54,146 - mmaction - INFO - Epoch [29][640/5010] lr: 7.500e-04, eta: 1 day, 6:58:46, time: 1.057, data_time: 0.003, memory: 10398, top1_acc: 0.7229, top5_acc: 0.8906, loss_cls: 1.1206, loss: 1.1206, grad_norm: 6.6540 2020-10-12 14:44:15,074 - mmaction - INFO - Epoch [29][660/5010] lr: 7.500e-04, eta: 1 day, 6:58:26, time: 1.043, data_time: 0.005, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9010, loss_cls: 1.0586, loss: 1.0586, grad_norm: 6.6783 2020-10-12 14:44:35,737 - mmaction - INFO - Epoch [29][680/5010] lr: 7.500e-04, eta: 1 day, 6:58:06, time: 1.037, data_time: 0.007, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9021, loss_cls: 1.0022, loss: 1.0022, grad_norm: 6.3163 2020-10-12 14:44:55,535 - mmaction - INFO - Epoch [29][700/5010] lr: 7.500e-04, eta: 1 day, 6:57:45, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.7177, top5_acc: 0.9062, loss_cls: 1.1059, loss: 1.1059, grad_norm: 6.7002 2020-10-12 14:45:15,745 - mmaction - INFO - Epoch [29][720/5010] lr: 7.500e-04, eta: 1 day, 6:57:24, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9083, loss_cls: 1.0438, loss: 1.0438, grad_norm: 6.6748 2020-10-12 14:45:36,946 - mmaction - INFO - Epoch [29][740/5010] lr: 7.500e-04, eta: 1 day, 6:57:05, time: 1.060, data_time: 0.006, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9187, loss_cls: 0.9742, loss: 0.9742, grad_norm: 6.3011 2020-10-12 14:45:57,556 - mmaction - INFO - Epoch [29][760/5010] lr: 7.500e-04, eta: 1 day, 6:56:45, time: 1.032, data_time: 0.005, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9167, loss_cls: 0.9850, loss: 0.9850, grad_norm: 6.3005 2020-10-12 14:46:18,582 - mmaction - INFO - Epoch [29][780/5010] lr: 7.500e-04, eta: 1 day, 6:56:25, time: 1.050, data_time: 0.005, memory: 10398, top1_acc: 0.7240, top5_acc: 0.8958, loss_cls: 1.0834, loss: 1.0834, grad_norm: 6.6656 2020-10-12 14:46:38,819 - mmaction - INFO - Epoch [29][800/5010] lr: 7.500e-04, eta: 1 day, 6:56:04, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.7323, top5_acc: 0.8938, loss_cls: 1.0963, loss: 1.0963, grad_norm: 6.4767 2020-10-12 14:46:59,487 - mmaction - INFO - Epoch [29][820/5010] lr: 7.500e-04, eta: 1 day, 6:55:44, time: 1.033, data_time: 0.005, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9094, loss_cls: 0.9809, loss: 0.9809, grad_norm: 6.2802 2020-10-12 14:47:20,062 - mmaction - INFO - Epoch [29][840/5010] lr: 7.500e-04, eta: 1 day, 6:55:24, time: 1.029, data_time: 0.006, memory: 10398, top1_acc: 0.7260, top5_acc: 0.8917, loss_cls: 1.0978, loss: 1.0978, grad_norm: 6.5821 2020-10-12 14:47:40,960 - mmaction - INFO - Epoch [29][860/5010] lr: 7.500e-04, eta: 1 day, 6:55:04, time: 1.043, data_time: 0.005, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 0.9685, loss: 0.9685, grad_norm: 6.3794 2020-10-12 14:48:01,995 - mmaction - INFO - Epoch [29][880/5010] lr: 7.500e-04, eta: 1 day, 6:54:44, time: 1.054, data_time: 0.005, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9083, loss_cls: 1.0179, loss: 1.0179, grad_norm: 6.5000 2020-10-12 14:48:22,300 - mmaction - INFO - Epoch [29][900/5010] lr: 7.500e-04, eta: 1 day, 6:54:24, time: 1.015, data_time: 0.004, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9219, loss_cls: 0.9399, loss: 0.9399, grad_norm: 6.1938 2020-10-12 14:48:42,372 - mmaction - INFO - Epoch [29][920/5010] lr: 7.500e-04, eta: 1 day, 6:54:03, time: 1.004, data_time: 0.002, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9063, loss_cls: 1.0055, loss: 1.0055, grad_norm: 6.3130 2020-10-12 14:49:03,094 - mmaction - INFO - Epoch [29][940/5010] lr: 7.500e-04, eta: 1 day, 6:53:43, time: 1.034, data_time: 0.004, memory: 10398, top1_acc: 0.7240, top5_acc: 0.9125, loss_cls: 1.0627, loss: 1.0627, grad_norm: 6.7069 2020-10-12 14:49:23,450 - mmaction - INFO - Epoch [29][960/5010] lr: 7.500e-04, eta: 1 day, 6:53:23, time: 1.019, data_time: 0.005, memory: 10398, top1_acc: 0.7219, top5_acc: 0.9104, loss_cls: 1.0657, loss: 1.0657, grad_norm: 6.8365 2020-10-12 14:49:43,730 - mmaction - INFO - Epoch [29][980/5010] lr: 7.500e-04, eta: 1 day, 6:53:02, time: 1.015, data_time: 0.002, memory: 10398, top1_acc: 0.7229, top5_acc: 0.9063, loss_cls: 1.0829, loss: 1.0829, grad_norm: 6.4722 2020-10-12 14:50:04,130 - mmaction - INFO - Epoch [29][1000/5010] lr: 7.500e-04, eta: 1 day, 6:52:42, time: 1.020, data_time: 0.005, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9063, loss_cls: 1.0197, loss: 1.0197, grad_norm: 6.3794 2020-10-12 14:50:24,585 - mmaction - INFO - Epoch [29][1020/5010] lr: 7.500e-04, eta: 1 day, 6:52:22, time: 1.023, data_time: 0.002, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9094, loss_cls: 1.0536, loss: 1.0536, grad_norm: 6.6644 2020-10-12 14:50:45,082 - mmaction - INFO - Epoch [29][1040/5010] lr: 7.500e-04, eta: 1 day, 6:52:02, time: 1.025, data_time: 0.003, memory: 10398, top1_acc: 0.7406, top5_acc: 0.8958, loss_cls: 1.0612, loss: 1.0612, grad_norm: 6.3472 2020-10-12 14:51:05,510 - mmaction - INFO - Epoch [29][1060/5010] lr: 7.500e-04, eta: 1 day, 6:51:41, time: 1.020, data_time: 0.006, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9177, loss_cls: 0.9305, loss: 0.9305, grad_norm: 6.3683 2020-10-12 14:51:26,038 - mmaction - INFO - Epoch [29][1080/5010] lr: 7.500e-04, eta: 1 day, 6:51:21, time: 1.028, data_time: 0.005, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9010, loss_cls: 1.0068, loss: 1.0068, grad_norm: 6.2734 2020-10-12 14:51:46,656 - mmaction - INFO - Epoch [29][1100/5010] lr: 7.500e-04, eta: 1 day, 6:51:01, time: 1.031, data_time: 0.002, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9156, loss_cls: 0.9434, loss: 0.9434, grad_norm: 6.4376 2020-10-12 14:52:07,246 - mmaction - INFO - Epoch [29][1120/5010] lr: 7.500e-04, eta: 1 day, 6:50:41, time: 1.028, data_time: 0.005, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9042, loss_cls: 1.0012, loss: 1.0012, grad_norm: 6.6037 2020-10-12 14:52:27,617 - mmaction - INFO - Epoch [29][1140/5010] lr: 7.500e-04, eta: 1 day, 6:50:20, time: 1.020, data_time: 0.006, memory: 10398, top1_acc: 0.7344, top5_acc: 0.8990, loss_cls: 1.0874, loss: 1.0874, grad_norm: 6.3110 2020-10-12 14:52:48,360 - mmaction - INFO - Epoch [29][1160/5010] lr: 7.500e-04, eta: 1 day, 6:50:00, time: 1.037, data_time: 0.002, memory: 10398, top1_acc: 0.7458, top5_acc: 0.8990, loss_cls: 1.0878, loss: 1.0878, grad_norm: 6.6922 2020-10-12 14:53:09,117 - mmaction - INFO - Epoch [29][1180/5010] lr: 7.500e-04, eta: 1 day, 6:49:40, time: 1.037, data_time: 0.005, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9000, loss_cls: 1.0322, loss: 1.0322, grad_norm: 6.4948 2020-10-12 14:53:29,267 - mmaction - INFO - Epoch [29][1200/5010] lr: 7.500e-04, eta: 1 day, 6:49:20, time: 1.007, data_time: 0.002, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9156, loss_cls: 0.9699, loss: 0.9699, grad_norm: 6.4346 2020-10-12 14:53:49,622 - mmaction - INFO - Epoch [29][1220/5010] lr: 7.500e-04, eta: 1 day, 6:48:59, time: 1.018, data_time: 0.002, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9146, loss_cls: 0.9869, loss: 0.9869, grad_norm: 6.7561 2020-10-12 14:54:10,187 - mmaction - INFO - Epoch [29][1240/5010] lr: 7.500e-04, eta: 1 day, 6:48:39, time: 1.026, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9073, loss_cls: 1.0243, loss: 1.0243, grad_norm: 6.4398 2020-10-12 14:54:30,917 - mmaction - INFO - Epoch [29][1260/5010] lr: 7.500e-04, eta: 1 day, 6:48:19, time: 1.038, data_time: 0.007, memory: 10398, top1_acc: 0.7313, top5_acc: 0.9115, loss_cls: 1.0461, loss: 1.0461, grad_norm: 6.5567 2020-10-12 14:54:51,393 - mmaction - INFO - Epoch [29][1280/5010] lr: 7.500e-04, eta: 1 day, 6:47:59, time: 1.024, data_time: 0.003, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9135, loss_cls: 1.0327, loss: 1.0327, grad_norm: 6.5334 2020-10-12 14:55:12,084 - mmaction - INFO - Epoch [29][1300/5010] lr: 7.500e-04, eta: 1 day, 6:47:39, time: 1.033, data_time: 0.004, memory: 10398, top1_acc: 0.7271, top5_acc: 0.8958, loss_cls: 1.0886, loss: 1.0886, grad_norm: 6.8544 2020-10-12 14:55:33,240 - mmaction - INFO - Epoch [29][1320/5010] lr: 7.500e-04, eta: 1 day, 6:47:19, time: 1.060, data_time: 0.005, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9125, loss_cls: 0.9115, loss: 0.9115, grad_norm: 6.0130 2020-10-12 14:55:53,277 - mmaction - INFO - Epoch [29][1340/5010] lr: 7.500e-04, eta: 1 day, 6:46:58, time: 1.002, data_time: 0.003, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9188, loss_cls: 0.9329, loss: 0.9329, grad_norm: 6.2885 2020-10-12 14:56:13,650 - mmaction - INFO - Epoch [29][1360/5010] lr: 7.500e-04, eta: 1 day, 6:46:38, time: 1.017, data_time: 0.004, memory: 10398, top1_acc: 0.7146, top5_acc: 0.8948, loss_cls: 1.0890, loss: 1.0890, grad_norm: 6.7394 2020-10-12 14:56:34,658 - mmaction - INFO - Epoch [29][1380/5010] lr: 7.500e-04, eta: 1 day, 6:46:18, time: 1.052, data_time: 0.005, memory: 10398, top1_acc: 0.7313, top5_acc: 0.9010, loss_cls: 1.0598, loss: 1.0598, grad_norm: 6.7319 2020-10-12 14:56:54,620 - mmaction - INFO - Epoch [29][1400/5010] lr: 7.500e-04, eta: 1 day, 6:45:58, time: 0.999, data_time: 0.003, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9094, loss_cls: 1.0209, loss: 1.0209, grad_norm: 6.3949 2020-10-12 14:57:15,273 - mmaction - INFO - Epoch [29][1420/5010] lr: 7.500e-04, eta: 1 day, 6:45:37, time: 1.031, data_time: 0.004, memory: 10398, top1_acc: 0.7208, top5_acc: 0.9083, loss_cls: 1.0661, loss: 1.0661, grad_norm: 6.4854 2020-10-12 14:57:36,160 - mmaction - INFO - Epoch [29][1440/5010] lr: 7.500e-04, eta: 1 day, 6:45:17, time: 1.045, data_time: 0.006, memory: 10398, top1_acc: 0.7313, top5_acc: 0.9177, loss_cls: 1.0495, loss: 1.0495, grad_norm: 6.5993 2020-10-12 14:57:56,845 - mmaction - INFO - Epoch [29][1460/5010] lr: 7.500e-04, eta: 1 day, 6:44:57, time: 1.036, data_time: 0.004, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9062, loss_cls: 1.0645, loss: 1.0645, grad_norm: 6.5001 2020-10-12 14:58:17,365 - mmaction - INFO - Epoch [29][1480/5010] lr: 7.500e-04, eta: 1 day, 6:44:37, time: 1.024, data_time: 0.005, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9021, loss_cls: 1.0159, loss: 1.0159, grad_norm: 6.5089 2020-10-12 14:58:37,475 - mmaction - INFO - Epoch [29][1500/5010] lr: 7.500e-04, eta: 1 day, 6:44:17, time: 1.008, data_time: 0.006, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9063, loss_cls: 1.0380, loss: 1.0380, grad_norm: 6.5325 2020-10-12 14:58:58,843 - mmaction - INFO - Epoch [29][1520/5010] lr: 7.500e-04, eta: 1 day, 6:43:57, time: 1.066, data_time: 0.004, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9135, loss_cls: 1.0333, loss: 1.0333, grad_norm: 6.6020 2020-10-12 14:59:19,257 - mmaction - INFO - Epoch [29][1540/5010] lr: 7.500e-04, eta: 1 day, 6:43:37, time: 1.023, data_time: 0.006, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9073, loss_cls: 1.0335, loss: 1.0335, grad_norm: 6.4372 2020-10-12 14:59:40,266 - mmaction - INFO - Epoch [29][1560/5010] lr: 7.500e-04, eta: 1 day, 6:43:17, time: 1.049, data_time: 0.004, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9083, loss_cls: 1.0189, loss: 1.0189, grad_norm: 6.7454 2020-10-12 15:00:01,877 - mmaction - INFO - Epoch [29][1580/5010] lr: 7.500e-04, eta: 1 day, 6:42:57, time: 1.082, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9135, loss_cls: 0.9903, loss: 0.9903, grad_norm: 6.4464 2020-10-12 15:00:26,376 - mmaction - INFO - Epoch [29][1600/5010] lr: 7.500e-04, eta: 1 day, 6:42:40, time: 1.208, data_time: 0.005, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9052, loss_cls: 1.0583, loss: 1.0583, grad_norm: 6.6763 2020-10-12 15:00:45,849 - mmaction - INFO - Epoch [29][1620/5010] lr: 7.500e-04, eta: 1 day, 6:42:19, time: 0.991, data_time: 0.025, memory: 10398, top1_acc: 0.7437, top5_acc: 0.9146, loss_cls: 1.0200, loss: 1.0200, grad_norm: 6.5722 2020-10-12 15:01:06,877 - mmaction - INFO - Epoch [29][1640/5010] lr: 7.500e-04, eta: 1 day, 6:41:59, time: 1.049, data_time: 0.004, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9229, loss_cls: 0.9581, loss: 0.9581, grad_norm: 6.3961 2020-10-12 15:01:27,456 - mmaction - INFO - Epoch [29][1660/5010] lr: 7.500e-04, eta: 1 day, 6:41:39, time: 1.031, data_time: 0.005, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9083, loss_cls: 1.0433, loss: 1.0433, grad_norm: 6.8094 2020-10-12 15:01:48,227 - mmaction - INFO - Epoch [29][1680/5010] lr: 7.500e-04, eta: 1 day, 6:41:19, time: 1.038, data_time: 0.003, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9135, loss_cls: 1.0101, loss: 1.0101, grad_norm: 6.3071 2020-10-12 15:02:09,204 - mmaction - INFO - Epoch [29][1700/5010] lr: 7.500e-04, eta: 1 day, 6:40:59, time: 1.049, data_time: 0.002, memory: 10398, top1_acc: 0.7177, top5_acc: 0.8990, loss_cls: 1.0769, loss: 1.0769, grad_norm: 6.4595 2020-10-12 15:02:29,233 - mmaction - INFO - Epoch [29][1720/5010] lr: 7.500e-04, eta: 1 day, 6:40:39, time: 1.000, data_time: 0.002, memory: 10398, top1_acc: 0.7052, top5_acc: 0.8875, loss_cls: 1.1673, loss: 1.1673, grad_norm: 6.9066 2020-10-12 15:02:49,300 - mmaction - INFO - Epoch [29][1740/5010] lr: 7.500e-04, eta: 1 day, 6:40:18, time: 1.005, data_time: 0.006, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9115, loss_cls: 0.9963, loss: 0.9963, grad_norm: 6.3476 2020-10-12 15:03:10,111 - mmaction - INFO - Epoch [29][1760/5010] lr: 7.500e-04, eta: 1 day, 6:39:58, time: 1.041, data_time: 0.006, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9146, loss_cls: 0.9421, loss: 0.9421, grad_norm: 6.0114 2020-10-12 15:03:29,975 - mmaction - INFO - Epoch [29][1780/5010] lr: 7.500e-04, eta: 1 day, 6:39:37, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9083, loss_cls: 1.0335, loss: 1.0335, grad_norm: 6.3858 2020-10-12 15:03:50,559 - mmaction - INFO - Epoch [29][1800/5010] lr: 7.500e-04, eta: 1 day, 6:39:17, time: 1.029, data_time: 0.002, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0262, loss: 1.0262, grad_norm: 6.5393 2020-10-12 15:04:11,337 - mmaction - INFO - Epoch [29][1820/5010] lr: 7.500e-04, eta: 1 day, 6:38:57, time: 1.036, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9115, loss_cls: 0.9621, loss: 0.9621, grad_norm: 6.5277 2020-10-12 15:04:31,539 - mmaction - INFO - Epoch [29][1840/5010] lr: 7.500e-04, eta: 1 day, 6:38:37, time: 1.013, data_time: 0.006, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9135, loss_cls: 0.9849, loss: 0.9849, grad_norm: 6.4122 2020-10-12 15:04:52,200 - mmaction - INFO - Epoch [29][1860/5010] lr: 7.500e-04, eta: 1 day, 6:38:17, time: 1.033, data_time: 0.002, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9094, loss_cls: 0.9936, loss: 0.9936, grad_norm: 6.2740 2020-10-12 15:05:13,074 - mmaction - INFO - Epoch [29][1880/5010] lr: 7.500e-04, eta: 1 day, 6:37:56, time: 1.038, data_time: 0.004, memory: 10398, top1_acc: 0.7094, top5_acc: 0.8927, loss_cls: 1.1003, loss: 1.1003, grad_norm: 6.8242 2020-10-12 15:05:33,614 - mmaction - INFO - Epoch [29][1900/5010] lr: 7.500e-04, eta: 1 day, 6:37:36, time: 1.033, data_time: 0.009, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9042, loss_cls: 1.0171, loss: 1.0171, grad_norm: 6.6412 2020-10-12 15:05:54,328 - mmaction - INFO - Epoch [29][1920/5010] lr: 7.500e-04, eta: 1 day, 6:37:16, time: 1.035, data_time: 0.002, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9021, loss_cls: 1.0275, loss: 1.0275, grad_norm: 6.5778 2020-10-12 15:06:14,951 - mmaction - INFO - Epoch [29][1940/5010] lr: 7.500e-04, eta: 1 day, 6:36:56, time: 1.029, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9042, loss_cls: 1.0354, loss: 1.0354, grad_norm: 6.3702 2020-10-12 15:06:34,825 - mmaction - INFO - Epoch [29][1960/5010] lr: 7.500e-04, eta: 1 day, 6:36:35, time: 0.995, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9271, loss_cls: 0.9760, loss: 0.9760, grad_norm: 6.4056 2020-10-12 15:06:55,084 - mmaction - INFO - Epoch [29][1980/5010] lr: 7.500e-04, eta: 1 day, 6:36:15, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.7437, top5_acc: 0.8979, loss_cls: 1.0466, loss: 1.0466, grad_norm: 6.5572 2020-10-12 15:07:15,997 - mmaction - INFO - Epoch [29][2000/5010] lr: 7.500e-04, eta: 1 day, 6:35:55, time: 1.044, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9156, loss_cls: 0.9706, loss: 0.9706, grad_norm: 6.4799 2020-10-12 15:07:36,196 - mmaction - INFO - Epoch [29][2020/5010] lr: 7.500e-04, eta: 1 day, 6:35:34, time: 1.008, data_time: 0.006, memory: 10398, top1_acc: 0.7333, top5_acc: 0.8969, loss_cls: 1.0767, loss: 1.0767, grad_norm: 6.3563 2020-10-12 15:07:56,889 - mmaction - INFO - Epoch [29][2040/5010] lr: 7.500e-04, eta: 1 day, 6:35:14, time: 1.038, data_time: 0.006, memory: 10398, top1_acc: 0.7292, top5_acc: 0.8948, loss_cls: 1.0870, loss: 1.0870, grad_norm: 6.6850 2020-10-12 15:08:17,468 - mmaction - INFO - Epoch [29][2060/5010] lr: 7.500e-04, eta: 1 day, 6:34:54, time: 1.026, data_time: 0.005, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9115, loss_cls: 1.0169, loss: 1.0169, grad_norm: 6.5727 2020-10-12 15:08:37,636 - mmaction - INFO - Epoch [29][2080/5010] lr: 7.500e-04, eta: 1 day, 6:34:34, time: 1.011, data_time: 0.006, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9115, loss_cls: 1.0049, loss: 1.0049, grad_norm: 6.3960 2020-10-12 15:08:58,179 - mmaction - INFO - Epoch [29][2100/5010] lr: 7.500e-04, eta: 1 day, 6:34:14, time: 1.025, data_time: 0.005, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9073, loss_cls: 1.0126, loss: 1.0126, grad_norm: 6.4564 2020-10-12 15:09:19,266 - mmaction - INFO - Epoch [29][2120/5010] lr: 7.500e-04, eta: 1 day, 6:33:54, time: 1.056, data_time: 0.005, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9042, loss_cls: 1.0305, loss: 1.0305, grad_norm: 6.4701 2020-10-12 15:09:39,226 - mmaction - INFO - Epoch [29][2140/5010] lr: 7.500e-04, eta: 1 day, 6:33:33, time: 0.996, data_time: 0.004, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9052, loss_cls: 1.0392, loss: 1.0392, grad_norm: 6.4288 2020-10-12 15:09:59,929 - mmaction - INFO - Epoch [29][2160/5010] lr: 7.500e-04, eta: 1 day, 6:33:13, time: 1.037, data_time: 0.005, memory: 10398, top1_acc: 0.7437, top5_acc: 0.9115, loss_cls: 1.0213, loss: 1.0213, grad_norm: 6.4019 2020-10-12 15:10:20,276 - mmaction - INFO - Epoch [29][2180/5010] lr: 7.500e-04, eta: 1 day, 6:32:53, time: 1.016, data_time: 0.005, memory: 10398, top1_acc: 0.7260, top5_acc: 0.8823, loss_cls: 1.1224, loss: 1.1224, grad_norm: 6.5645 2020-10-12 15:10:41,436 - mmaction - INFO - Epoch [29][2200/5010] lr: 7.500e-04, eta: 1 day, 6:32:33, time: 1.060, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9083, loss_cls: 0.9820, loss: 0.9820, grad_norm: 6.5027 2020-10-12 15:11:01,856 - mmaction - INFO - Epoch [29][2220/5010] lr: 7.500e-04, eta: 1 day, 6:32:13, time: 1.019, data_time: 0.004, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9010, loss_cls: 1.0748, loss: 1.0748, grad_norm: 6.6196 2020-10-12 15:11:22,287 - mmaction - INFO - Epoch [29][2240/5010] lr: 7.500e-04, eta: 1 day, 6:31:52, time: 1.022, data_time: 0.005, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9146, loss_cls: 0.9819, loss: 0.9819, grad_norm: 6.4366 2020-10-12 15:11:42,399 - mmaction - INFO - Epoch [29][2260/5010] lr: 7.500e-04, eta: 1 day, 6:31:32, time: 1.007, data_time: 0.004, memory: 10398, top1_acc: 0.7354, top5_acc: 0.8906, loss_cls: 1.0869, loss: 1.0869, grad_norm: 6.7128 2020-10-12 15:12:03,241 - mmaction - INFO - Epoch [29][2280/5010] lr: 7.500e-04, eta: 1 day, 6:31:12, time: 1.042, data_time: 0.002, memory: 10398, top1_acc: 0.7146, top5_acc: 0.9031, loss_cls: 1.0685, loss: 1.0685, grad_norm: 6.8047 2020-10-12 15:12:23,545 - mmaction - INFO - Epoch [29][2300/5010] lr: 7.500e-04, eta: 1 day, 6:30:51, time: 1.014, data_time: 0.006, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9000, loss_cls: 1.0243, loss: 1.0243, grad_norm: 6.4344 2020-10-12 15:12:43,899 - mmaction - INFO - Epoch [29][2320/5010] lr: 7.500e-04, eta: 1 day, 6:30:31, time: 1.018, data_time: 0.003, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9031, loss_cls: 0.9867, loss: 0.9867, grad_norm: 6.2320 2020-10-12 15:13:04,208 - mmaction - INFO - Epoch [29][2340/5010] lr: 7.500e-04, eta: 1 day, 6:30:11, time: 1.015, data_time: 0.006, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9063, loss_cls: 0.9825, loss: 0.9825, grad_norm: 6.2311 2020-10-12 15:13:24,767 - mmaction - INFO - Epoch [29][2360/5010] lr: 7.500e-04, eta: 1 day, 6:29:50, time: 1.028, data_time: 0.002, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9052, loss_cls: 0.9944, loss: 0.9944, grad_norm: 6.3179 2020-10-12 15:13:45,349 - mmaction - INFO - Epoch [29][2380/5010] lr: 7.500e-04, eta: 1 day, 6:29:30, time: 1.029, data_time: 0.002, memory: 10398, top1_acc: 0.7052, top5_acc: 0.8979, loss_cls: 1.1068, loss: 1.1068, grad_norm: 6.8378 2020-10-12 15:14:06,345 - mmaction - INFO - Epoch [29][2400/5010] lr: 7.500e-04, eta: 1 day, 6:29:10, time: 1.048, data_time: 0.005, memory: 10398, top1_acc: 0.7333, top5_acc: 0.8938, loss_cls: 1.0527, loss: 1.0527, grad_norm: 6.7184 2020-10-12 15:14:26,481 - mmaction - INFO - Epoch [29][2420/5010] lr: 7.500e-04, eta: 1 day, 6:28:50, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9208, loss_cls: 0.9618, loss: 0.9618, grad_norm: 6.6419 2020-10-12 15:14:47,362 - mmaction - INFO - Epoch [29][2440/5010] lr: 7.500e-04, eta: 1 day, 6:28:30, time: 1.044, data_time: 0.003, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9229, loss_cls: 0.9617, loss: 0.9617, grad_norm: 6.2269 2020-10-12 15:15:07,114 - mmaction - INFO - Epoch [29][2460/5010] lr: 7.500e-04, eta: 1 day, 6:28:09, time: 0.987, data_time: 0.004, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9208, loss_cls: 0.9437, loss: 0.9437, grad_norm: 6.7603 2020-10-12 15:15:28,134 - mmaction - INFO - Epoch [29][2480/5010] lr: 7.500e-04, eta: 1 day, 6:27:49, time: 1.051, data_time: 0.003, memory: 10398, top1_acc: 0.7094, top5_acc: 0.8917, loss_cls: 1.1268, loss: 1.1268, grad_norm: 6.7585 2020-10-12 15:15:49,123 - mmaction - INFO - Epoch [29][2500/5010] lr: 7.500e-04, eta: 1 day, 6:27:29, time: 1.049, data_time: 0.002, memory: 10398, top1_acc: 0.7177, top5_acc: 0.9000, loss_cls: 1.0740, loss: 1.0740, grad_norm: 6.6385 2020-10-12 15:16:10,681 - mmaction - INFO - Epoch [29][2520/5010] lr: 7.500e-04, eta: 1 day, 6:27:10, time: 1.076, data_time: 0.005, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9073, loss_cls: 1.0312, loss: 1.0312, grad_norm: 6.5509 2020-10-12 15:16:31,910 - mmaction - INFO - Epoch [29][2540/5010] lr: 7.500e-04, eta: 1 day, 6:26:50, time: 1.061, data_time: 0.005, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9094, loss_cls: 0.9559, loss: 0.9559, grad_norm: 6.2255 2020-10-12 15:16:52,290 - mmaction - INFO - Epoch [29][2560/5010] lr: 7.500e-04, eta: 1 day, 6:26:30, time: 1.021, data_time: 0.006, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9010, loss_cls: 1.0607, loss: 1.0607, grad_norm: 6.5092 2020-10-12 15:17:13,012 - mmaction - INFO - Epoch [29][2580/5010] lr: 7.500e-04, eta: 1 day, 6:26:10, time: 1.033, data_time: 0.005, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9208, loss_cls: 0.9992, loss: 0.9992, grad_norm: 6.4432 2020-10-12 15:17:33,841 - mmaction - INFO - Epoch [29][2600/5010] lr: 7.500e-04, eta: 1 day, 6:25:50, time: 1.043, data_time: 0.007, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9094, loss_cls: 0.9978, loss: 0.9978, grad_norm: 6.6782 2020-10-12 15:17:54,183 - mmaction - INFO - Epoch [29][2620/5010] lr: 7.500e-04, eta: 1 day, 6:25:29, time: 1.019, data_time: 0.003, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9188, loss_cls: 0.9587, loss: 0.9587, grad_norm: 6.5321 2020-10-12 15:18:14,818 - mmaction - INFO - Epoch [29][2640/5010] lr: 7.500e-04, eta: 1 day, 6:25:09, time: 1.030, data_time: 0.005, memory: 10398, top1_acc: 0.7323, top5_acc: 0.8990, loss_cls: 1.0489, loss: 1.0489, grad_norm: 6.5980 2020-10-12 15:18:36,520 - mmaction - INFO - Epoch [29][2660/5010] lr: 7.500e-04, eta: 1 day, 6:24:50, time: 1.084, data_time: 0.005, memory: 10398, top1_acc: 0.7260, top5_acc: 0.9115, loss_cls: 1.0290, loss: 1.0290, grad_norm: 6.5005 2020-10-12 15:18:57,191 - mmaction - INFO - Epoch [29][2680/5010] lr: 7.500e-04, eta: 1 day, 6:24:30, time: 1.036, data_time: 0.006, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9042, loss_cls: 1.0356, loss: 1.0356, grad_norm: 6.5555 2020-10-12 15:19:17,558 - mmaction - INFO - Epoch [29][2700/5010] lr: 7.500e-04, eta: 1 day, 6:24:09, time: 1.017, data_time: 0.004, memory: 10398, top1_acc: 0.7354, top5_acc: 0.8938, loss_cls: 1.0509, loss: 1.0509, grad_norm: 6.4825 2020-10-12 15:19:38,009 - mmaction - INFO - Epoch [29][2720/5010] lr: 7.500e-04, eta: 1 day, 6:23:49, time: 1.024, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9135, loss_cls: 0.9780, loss: 0.9780, grad_norm: 6.3728 2020-10-12 15:19:59,171 - mmaction - INFO - Epoch [29][2740/5010] lr: 7.500e-04, eta: 1 day, 6:23:29, time: 1.056, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.8958, loss_cls: 1.0631, loss: 1.0631, grad_norm: 6.8766 2020-10-12 15:20:20,158 - mmaction - INFO - Epoch [29][2760/5010] lr: 7.500e-04, eta: 1 day, 6:23:09, time: 1.051, data_time: 0.005, memory: 10398, top1_acc: 0.7156, top5_acc: 0.9125, loss_cls: 1.0278, loss: 1.0278, grad_norm: 6.7167 2020-10-12 15:20:40,555 - mmaction - INFO - Epoch [29][2780/5010] lr: 7.500e-04, eta: 1 day, 6:22:49, time: 1.018, data_time: 0.006, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9198, loss_cls: 1.0586, loss: 1.0586, grad_norm: 6.5685 2020-10-12 15:21:01,597 - mmaction - INFO - Epoch [29][2800/5010] lr: 7.500e-04, eta: 1 day, 6:22:29, time: 1.054, data_time: 0.007, memory: 10398, top1_acc: 0.7219, top5_acc: 0.8979, loss_cls: 1.1006, loss: 1.1006, grad_norm: 6.6647 2020-10-12 15:21:21,456 - mmaction - INFO - Epoch [29][2820/5010] lr: 7.500e-04, eta: 1 day, 6:22:08, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9177, loss_cls: 1.0263, loss: 1.0263, grad_norm: 6.6972 2020-10-12 15:21:41,957 - mmaction - INFO - Epoch [29][2840/5010] lr: 7.500e-04, eta: 1 day, 6:21:48, time: 1.025, data_time: 0.004, memory: 10398, top1_acc: 0.7281, top5_acc: 0.8948, loss_cls: 1.0411, loss: 1.0411, grad_norm: 6.7317 2020-10-12 15:22:02,199 - mmaction - INFO - Epoch [29][2860/5010] lr: 7.500e-04, eta: 1 day, 6:21:28, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9146, loss_cls: 0.9987, loss: 0.9987, grad_norm: 6.4722 2020-10-12 15:22:22,859 - mmaction - INFO - Epoch [29][2880/5010] lr: 7.500e-04, eta: 1 day, 6:21:08, time: 1.033, data_time: 0.006, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9167, loss_cls: 1.0319, loss: 1.0319, grad_norm: 6.5313 2020-10-12 15:22:43,617 - mmaction - INFO - Epoch [29][2900/5010] lr: 7.500e-04, eta: 1 day, 6:20:48, time: 1.038, data_time: 0.002, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9188, loss_cls: 0.9636, loss: 0.9636, grad_norm: 6.4453 2020-10-12 15:23:03,795 - mmaction - INFO - Epoch [29][2920/5010] lr: 7.500e-04, eta: 1 day, 6:20:27, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9000, loss_cls: 0.9757, loss: 0.9757, grad_norm: 6.3108 2020-10-12 15:23:24,724 - mmaction - INFO - Epoch [29][2940/5010] lr: 7.500e-04, eta: 1 day, 6:20:07, time: 1.046, data_time: 0.002, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9188, loss_cls: 0.9679, loss: 0.9679, grad_norm: 6.4230 2020-10-12 15:23:45,398 - mmaction - INFO - Epoch [29][2960/5010] lr: 7.500e-04, eta: 1 day, 6:19:47, time: 1.034, data_time: 0.002, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9083, loss_cls: 1.0275, loss: 1.0275, grad_norm: 6.5327 2020-10-12 15:24:06,260 - mmaction - INFO - Epoch [29][2980/5010] lr: 7.500e-04, eta: 1 day, 6:19:27, time: 1.041, data_time: 0.005, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8979, loss_cls: 1.1238, loss: 1.1238, grad_norm: 7.0355 2020-10-12 15:24:26,679 - mmaction - INFO - Epoch [29][3000/5010] lr: 7.500e-04, eta: 1 day, 6:19:07, time: 1.023, data_time: 0.007, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9031, loss_cls: 1.0254, loss: 1.0254, grad_norm: 6.4938 2020-10-12 15:24:47,078 - mmaction - INFO - Epoch [29][3020/5010] lr: 7.500e-04, eta: 1 day, 6:18:46, time: 1.020, data_time: 0.002, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9094, loss_cls: 1.0449, loss: 1.0449, grad_norm: 6.7019 2020-10-12 15:25:08,146 - mmaction - INFO - Epoch [29][3040/5010] lr: 7.500e-04, eta: 1 day, 6:18:27, time: 1.052, data_time: 0.005, memory: 10398, top1_acc: 0.7563, top5_acc: 0.8958, loss_cls: 1.0443, loss: 1.0443, grad_norm: 6.4059 2020-10-12 15:25:28,958 - mmaction - INFO - Epoch [29][3060/5010] lr: 7.500e-04, eta: 1 day, 6:18:07, time: 1.042, data_time: 0.004, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9271, loss_cls: 0.9270, loss: 0.9270, grad_norm: 6.3580 2020-10-12 15:25:49,005 - mmaction - INFO - Epoch [29][3080/5010] lr: 7.500e-04, eta: 1 day, 6:17:46, time: 1.002, data_time: 0.002, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9021, loss_cls: 1.0740, loss: 1.0740, grad_norm: 6.5962 2020-10-12 15:26:09,401 - mmaction - INFO - Epoch [29][3100/5010] lr: 7.500e-04, eta: 1 day, 6:17:26, time: 1.020, data_time: 0.004, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9135, loss_cls: 0.9421, loss: 0.9421, grad_norm: 6.4685 2020-10-12 15:26:30,579 - mmaction - INFO - Epoch [29][3120/5010] lr: 7.500e-04, eta: 1 day, 6:17:06, time: 1.059, data_time: 0.006, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9167, loss_cls: 0.9839, loss: 0.9839, grad_norm: 6.4122 2020-10-12 15:26:51,088 - mmaction - INFO - Epoch [29][3140/5010] lr: 7.500e-04, eta: 1 day, 6:16:46, time: 1.025, data_time: 0.002, memory: 10398, top1_acc: 0.7354, top5_acc: 0.8938, loss_cls: 1.0738, loss: 1.0738, grad_norm: 6.6134 2020-10-12 15:27:11,740 - mmaction - INFO - Epoch [29][3160/5010] lr: 7.500e-04, eta: 1 day, 6:16:25, time: 1.031, data_time: 0.005, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9177, loss_cls: 1.0054, loss: 1.0054, grad_norm: 6.4430 2020-10-12 15:27:32,217 - mmaction - INFO - Epoch [29][3180/5010] lr: 7.500e-04, eta: 1 day, 6:16:05, time: 1.026, data_time: 0.006, memory: 10398, top1_acc: 0.7302, top5_acc: 0.8969, loss_cls: 1.0718, loss: 1.0718, grad_norm: 6.8510 2020-10-12 15:27:52,504 - mmaction - INFO - Epoch [29][3200/5010] lr: 7.500e-04, eta: 1 day, 6:15:45, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9083, loss_cls: 1.0349, loss: 1.0349, grad_norm: 6.5320 2020-10-12 15:28:13,907 - mmaction - INFO - Epoch [29][3220/5010] lr: 7.500e-04, eta: 1 day, 6:15:25, time: 1.068, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9135, loss_cls: 0.9880, loss: 0.9880, grad_norm: 6.2862 2020-10-12 15:28:33,867 - mmaction - INFO - Epoch [29][3240/5010] lr: 7.500e-04, eta: 1 day, 6:15:05, time: 1.000, data_time: 0.006, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9135, loss_cls: 0.9846, loss: 0.9846, grad_norm: 6.6875 2020-10-12 15:28:54,687 - mmaction - INFO - Epoch [29][3260/5010] lr: 7.500e-04, eta: 1 day, 6:14:45, time: 1.041, data_time: 0.002, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9083, loss_cls: 0.9885, loss: 0.9885, grad_norm: 6.3050 2020-10-12 15:29:15,865 - mmaction - INFO - Epoch [29][3280/5010] lr: 7.500e-04, eta: 1 day, 6:14:25, time: 1.055, data_time: 0.005, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9073, loss_cls: 1.0161, loss: 1.0161, grad_norm: 6.7350 2020-10-12 15:29:36,476 - mmaction - INFO - Epoch [29][3300/5010] lr: 7.500e-04, eta: 1 day, 6:14:05, time: 1.032, data_time: 0.007, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9062, loss_cls: 1.0319, loss: 1.0319, grad_norm: 6.6770 2020-10-12 15:29:56,851 - mmaction - INFO - Epoch [29][3320/5010] lr: 7.500e-04, eta: 1 day, 6:13:44, time: 1.021, data_time: 0.006, memory: 10398, top1_acc: 0.7458, top5_acc: 0.8969, loss_cls: 0.9755, loss: 0.9755, grad_norm: 6.4306 2020-10-12 15:30:17,170 - mmaction - INFO - Epoch [29][3340/5010] lr: 7.500e-04, eta: 1 day, 6:13:24, time: 1.016, data_time: 0.005, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9156, loss_cls: 1.0514, loss: 1.0514, grad_norm: 6.7954 2020-10-12 15:30:38,527 - mmaction - INFO - Epoch [29][3360/5010] lr: 7.500e-04, eta: 1 day, 6:13:04, time: 1.064, data_time: 0.006, memory: 10398, top1_acc: 0.7312, top5_acc: 0.8969, loss_cls: 1.0432, loss: 1.0432, grad_norm: 6.5864 2020-10-12 15:30:58,882 - mmaction - INFO - Epoch [29][3380/5010] lr: 7.500e-04, eta: 1 day, 6:12:44, time: 1.021, data_time: 0.007, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9219, loss_cls: 0.9485, loss: 0.9485, grad_norm: 6.3340 2020-10-12 15:31:19,409 - mmaction - INFO - Epoch [29][3400/5010] lr: 7.500e-04, eta: 1 day, 6:12:24, time: 1.026, data_time: 0.005, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9000, loss_cls: 1.0510, loss: 1.0510, grad_norm: 6.5733 2020-10-12 15:31:39,996 - mmaction - INFO - Epoch [29][3420/5010] lr: 7.500e-04, eta: 1 day, 6:12:03, time: 1.028, data_time: 0.005, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9125, loss_cls: 1.0421, loss: 1.0421, grad_norm: 6.5939 2020-10-12 15:32:00,058 - mmaction - INFO - Epoch [29][3440/5010] lr: 7.500e-04, eta: 1 day, 6:11:43, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9031, loss_cls: 1.0213, loss: 1.0213, grad_norm: 6.6707 2020-10-12 15:32:20,835 - mmaction - INFO - Epoch [29][3460/5010] lr: 7.500e-04, eta: 1 day, 6:11:23, time: 1.037, data_time: 0.006, memory: 10398, top1_acc: 0.7344, top5_acc: 0.8938, loss_cls: 1.0893, loss: 1.0893, grad_norm: 6.5974 2020-10-12 15:32:40,762 - mmaction - INFO - Epoch [29][3480/5010] lr: 7.500e-04, eta: 1 day, 6:11:02, time: 0.998, data_time: 0.006, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9073, loss_cls: 1.0228, loss: 1.0228, grad_norm: 6.4823 2020-10-12 15:33:02,456 - mmaction - INFO - Epoch [29][3500/5010] lr: 7.500e-04, eta: 1 day, 6:10:43, time: 1.085, data_time: 0.004, memory: 10398, top1_acc: 0.7479, top5_acc: 0.8948, loss_cls: 1.0340, loss: 1.0340, grad_norm: 6.2734 2020-10-12 15:33:23,308 - mmaction - INFO - Epoch [29][3520/5010] lr: 7.500e-04, eta: 1 day, 6:10:23, time: 1.042, data_time: 0.004, memory: 10398, top1_acc: 0.7260, top5_acc: 0.9000, loss_cls: 1.0620, loss: 1.0620, grad_norm: 6.5727 2020-10-12 15:33:43,316 - mmaction - INFO - Epoch [29][3540/5010] lr: 7.500e-04, eta: 1 day, 6:10:02, time: 1.001, data_time: 0.004, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9188, loss_cls: 1.0016, loss: 1.0016, grad_norm: 6.5962 2020-10-12 15:34:03,442 - mmaction - INFO - Epoch [29][3560/5010] lr: 7.500e-04, eta: 1 day, 6:09:42, time: 1.003, data_time: 0.004, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9156, loss_cls: 1.0262, loss: 1.0262, grad_norm: 6.3450 2020-10-12 15:34:25,077 - mmaction - INFO - Epoch [29][3580/5010] lr: 7.500e-04, eta: 1 day, 6:09:22, time: 1.085, data_time: 0.007, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9010, loss_cls: 1.0706, loss: 1.0706, grad_norm: 6.7233 2020-10-12 15:34:45,228 - mmaction - INFO - Epoch [29][3600/5010] lr: 7.500e-04, eta: 1 day, 6:09:02, time: 1.008, data_time: 0.002, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9063, loss_cls: 0.9825, loss: 0.9825, grad_norm: 6.3228 2020-10-12 15:35:06,716 - mmaction - INFO - Epoch [29][3620/5010] lr: 7.500e-04, eta: 1 day, 6:08:42, time: 1.074, data_time: 0.005, memory: 10398, top1_acc: 0.7177, top5_acc: 0.8865, loss_cls: 1.1501, loss: 1.1501, grad_norm: 6.5523 2020-10-12 15:35:27,147 - mmaction - INFO - Epoch [29][3640/5010] lr: 7.500e-04, eta: 1 day, 6:08:22, time: 1.021, data_time: 0.002, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9063, loss_cls: 1.0222, loss: 1.0222, grad_norm: 6.4184 2020-10-12 15:35:48,175 - mmaction - INFO - Epoch [29][3660/5010] lr: 7.500e-04, eta: 1 day, 6:08:02, time: 1.051, data_time: 0.002, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9031, loss_cls: 1.0737, loss: 1.0737, grad_norm: 6.6434 2020-10-12 15:36:07,631 - mmaction - INFO - Epoch [29][3680/5010] lr: 7.500e-04, eta: 1 day, 6:07:41, time: 0.971, data_time: 0.005, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9135, loss_cls: 1.0218, loss: 1.0218, grad_norm: 6.5167 2020-10-12 15:36:28,358 - mmaction - INFO - Epoch [29][3700/5010] lr: 7.500e-04, eta: 1 day, 6:07:21, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.7187, top5_acc: 0.8844, loss_cls: 1.1279, loss: 1.1279, grad_norm: 6.9222 2020-10-12 15:36:48,294 - mmaction - INFO - Epoch [29][3720/5010] lr: 7.500e-04, eta: 1 day, 6:07:00, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9156, loss_cls: 0.9733, loss: 0.9733, grad_norm: 6.3568 2020-10-12 15:37:09,392 - mmaction - INFO - Epoch [29][3740/5010] lr: 7.500e-04, eta: 1 day, 6:06:40, time: 1.052, data_time: 0.004, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9042, loss_cls: 1.0494, loss: 1.0494, grad_norm: 6.6132 2020-10-12 15:37:29,938 - mmaction - INFO - Epoch [29][3760/5010] lr: 7.500e-04, eta: 1 day, 6:06:20, time: 1.030, data_time: 0.006, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9083, loss_cls: 1.0554, loss: 1.0554, grad_norm: 6.7589 2020-10-12 15:37:50,868 - mmaction - INFO - Epoch [29][3780/5010] lr: 7.500e-04, eta: 1 day, 6:06:00, time: 1.047, data_time: 0.002, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9219, loss_cls: 0.9699, loss: 0.9699, grad_norm: 6.4119 2020-10-12 15:38:11,336 - mmaction - INFO - Epoch [29][3800/5010] lr: 7.500e-04, eta: 1 day, 6:05:40, time: 1.020, data_time: 0.005, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9083, loss_cls: 1.0066, loss: 1.0066, grad_norm: 6.4921 2020-10-12 15:38:31,502 - mmaction - INFO - Epoch [29][3820/5010] lr: 7.500e-04, eta: 1 day, 6:05:19, time: 1.012, data_time: 0.007, memory: 10398, top1_acc: 0.7396, top5_acc: 0.8969, loss_cls: 1.0505, loss: 1.0505, grad_norm: 6.4540 2020-10-12 15:38:52,361 - mmaction - INFO - Epoch [29][3840/5010] lr: 7.500e-04, eta: 1 day, 6:04:59, time: 1.043, data_time: 0.002, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9094, loss_cls: 1.0472, loss: 1.0472, grad_norm: 6.5254 2020-10-12 15:39:13,185 - mmaction - INFO - Epoch [29][3860/5010] lr: 7.500e-04, eta: 1 day, 6:04:39, time: 1.039, data_time: 0.005, memory: 10398, top1_acc: 0.7333, top5_acc: 0.8844, loss_cls: 1.1186, loss: 1.1186, grad_norm: 6.7734 2020-10-12 15:39:34,736 - mmaction - INFO - Epoch [29][3880/5010] lr: 7.500e-04, eta: 1 day, 6:04:20, time: 1.080, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9177, loss_cls: 0.9341, loss: 0.9341, grad_norm: 6.1499 2020-10-12 15:39:55,167 - mmaction - INFO - Epoch [29][3900/5010] lr: 7.500e-04, eta: 1 day, 6:04:00, time: 1.022, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9156, loss_cls: 0.9447, loss: 0.9447, grad_norm: 6.0055 2020-10-12 15:40:15,211 - mmaction - INFO - Epoch [29][3920/5010] lr: 7.500e-04, eta: 1 day, 6:03:39, time: 1.000, data_time: 0.004, memory: 10398, top1_acc: 0.7437, top5_acc: 0.9083, loss_cls: 0.9913, loss: 0.9913, grad_norm: 6.2396 2020-10-12 15:40:36,526 - mmaction - INFO - Epoch [29][3940/5010] lr: 7.500e-04, eta: 1 day, 6:03:19, time: 1.065, data_time: 0.006, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9073, loss_cls: 1.0222, loss: 1.0222, grad_norm: 6.4387 2020-10-12 15:40:57,659 - mmaction - INFO - Epoch [29][3960/5010] lr: 7.500e-04, eta: 1 day, 6:03:00, time: 1.060, data_time: 0.006, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9042, loss_cls: 1.0272, loss: 1.0272, grad_norm: 6.3888 2020-10-12 15:41:17,611 - mmaction - INFO - Epoch [29][3980/5010] lr: 7.500e-04, eta: 1 day, 6:02:39, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 1.0323, loss: 1.0323, grad_norm: 6.4894 2020-10-12 15:41:38,629 - mmaction - INFO - Epoch [29][4000/5010] lr: 7.500e-04, eta: 1 day, 6:02:19, time: 1.053, data_time: 0.005, memory: 10398, top1_acc: 0.7031, top5_acc: 0.8885, loss_cls: 1.1530, loss: 1.1530, grad_norm: 6.8991 2020-10-12 15:42:00,024 - mmaction - INFO - Epoch [29][4020/5010] lr: 7.500e-04, eta: 1 day, 6:01:59, time: 1.068, data_time: 0.005, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9042, loss_cls: 0.9897, loss: 0.9897, grad_norm: 6.4288 2020-10-12 15:42:19,769 - mmaction - INFO - Epoch [29][4040/5010] lr: 7.500e-04, eta: 1 day, 6:01:39, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9135, loss_cls: 0.9765, loss: 0.9765, grad_norm: 6.5422 2020-10-12 15:42:40,716 - mmaction - INFO - Epoch [29][4060/5010] lr: 7.500e-04, eta: 1 day, 6:01:19, time: 1.047, data_time: 0.007, memory: 10398, top1_acc: 0.7229, top5_acc: 0.8937, loss_cls: 1.0573, loss: 1.0573, grad_norm: 6.8068 2020-10-12 15:43:00,682 - mmaction - INFO - Epoch [29][4080/5010] lr: 7.500e-04, eta: 1 day, 6:00:58, time: 1.000, data_time: 0.005, memory: 10398, top1_acc: 0.7375, top5_acc: 0.8958, loss_cls: 1.0936, loss: 1.0936, grad_norm: 6.7817 2020-10-12 15:43:20,966 - mmaction - INFO - Epoch [29][4100/5010] lr: 7.500e-04, eta: 1 day, 6:00:38, time: 1.013, data_time: 0.006, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9031, loss_cls: 1.0301, loss: 1.0301, grad_norm: 6.5418 2020-10-12 15:43:40,952 - mmaction - INFO - Epoch [29][4120/5010] lr: 7.500e-04, eta: 1 day, 6:00:17, time: 1.001, data_time: 0.006, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9021, loss_cls: 1.0250, loss: 1.0250, grad_norm: 6.6509 2020-10-12 15:44:01,507 - mmaction - INFO - Epoch [29][4140/5010] lr: 7.500e-04, eta: 1 day, 5:59:57, time: 1.026, data_time: 0.005, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9021, loss_cls: 1.0440, loss: 1.0440, grad_norm: 6.5315 2020-10-12 15:44:23,026 - mmaction - INFO - Epoch [29][4160/5010] lr: 7.500e-04, eta: 1 day, 5:59:37, time: 1.078, data_time: 0.005, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9094, loss_cls: 1.0085, loss: 1.0085, grad_norm: 6.2619 2020-10-12 15:44:43,772 - mmaction - INFO - Epoch [29][4180/5010] lr: 7.500e-04, eta: 1 day, 5:59:17, time: 1.037, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9198, loss_cls: 0.9425, loss: 0.9425, grad_norm: 6.1952 2020-10-12 15:45:05,102 - mmaction - INFO - Epoch [29][4200/5010] lr: 7.500e-04, eta: 1 day, 5:58:57, time: 1.067, data_time: 0.005, memory: 10398, top1_acc: 0.7177, top5_acc: 0.8927, loss_cls: 1.1406, loss: 1.1406, grad_norm: 6.9190 2020-10-12 15:45:24,506 - mmaction - INFO - Epoch [29][4220/5010] lr: 7.500e-04, eta: 1 day, 5:58:36, time: 0.970, data_time: 0.002, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9156, loss_cls: 1.0002, loss: 1.0002, grad_norm: 6.5537 2020-10-12 15:45:44,878 - mmaction - INFO - Epoch [29][4240/5010] lr: 7.500e-04, eta: 1 day, 5:58:16, time: 1.019, data_time: 0.002, memory: 10398, top1_acc: 0.7062, top5_acc: 0.8948, loss_cls: 1.1051, loss: 1.1051, grad_norm: 7.0178 2020-10-12 15:46:06,354 - mmaction - INFO - Epoch [29][4260/5010] lr: 7.500e-04, eta: 1 day, 5:57:56, time: 1.071, data_time: 0.005, memory: 10398, top1_acc: 0.7281, top5_acc: 0.8979, loss_cls: 1.0774, loss: 1.0774, grad_norm: 6.5101 2020-10-12 15:46:26,826 - mmaction - INFO - Epoch [29][4280/5010] lr: 7.500e-04, eta: 1 day, 5:57:36, time: 1.026, data_time: 0.006, memory: 10398, top1_acc: 0.7469, top5_acc: 0.8990, loss_cls: 1.0256, loss: 1.0256, grad_norm: 6.2958 2020-10-12 15:46:46,959 - mmaction - INFO - Epoch [29][4300/5010] lr: 7.500e-04, eta: 1 day, 5:57:16, time: 1.007, data_time: 0.002, memory: 10398, top1_acc: 0.7219, top5_acc: 0.9125, loss_cls: 1.0772, loss: 1.0772, grad_norm: 6.8445 2020-10-12 15:47:07,361 - mmaction - INFO - Epoch [29][4320/5010] lr: 7.500e-04, eta: 1 day, 5:56:55, time: 1.018, data_time: 0.005, memory: 10398, top1_acc: 0.7198, top5_acc: 0.9104, loss_cls: 1.0281, loss: 1.0281, grad_norm: 6.8335 2020-10-12 15:47:28,778 - mmaction - INFO - Epoch [29][4340/5010] lr: 7.500e-04, eta: 1 day, 5:56:36, time: 1.071, data_time: 0.005, memory: 10398, top1_acc: 0.7240, top5_acc: 0.8938, loss_cls: 1.1274, loss: 1.1274, grad_norm: 6.8904 2020-10-12 15:47:48,583 - mmaction - INFO - Epoch [29][4360/5010] lr: 7.500e-04, eta: 1 day, 5:56:15, time: 0.992, data_time: 0.004, memory: 10398, top1_acc: 0.7229, top5_acc: 0.9042, loss_cls: 1.0536, loss: 1.0536, grad_norm: 6.5369 2020-10-12 15:48:08,970 - mmaction - INFO - Epoch [29][4380/5010] lr: 7.500e-04, eta: 1 day, 5:55:55, time: 1.020, data_time: 0.004, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9031, loss_cls: 1.0399, loss: 1.0399, grad_norm: 6.7036 2020-10-12 15:48:29,765 - mmaction - INFO - Epoch [29][4400/5010] lr: 7.500e-04, eta: 1 day, 5:55:35, time: 1.040, data_time: 0.005, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9031, loss_cls: 1.0026, loss: 1.0026, grad_norm: 6.3673 2020-10-12 15:48:50,321 - mmaction - INFO - Epoch [29][4420/5010] lr: 7.500e-04, eta: 1 day, 5:55:14, time: 1.028, data_time: 0.002, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9156, loss_cls: 1.0013, loss: 1.0013, grad_norm: 6.4866 2020-10-12 15:49:11,205 - mmaction - INFO - Epoch [29][4440/5010] lr: 7.500e-04, eta: 1 day, 5:54:54, time: 1.042, data_time: 0.005, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9198, loss_cls: 1.0251, loss: 1.0251, grad_norm: 6.7758 2020-10-12 15:49:31,246 - mmaction - INFO - Epoch [29][4460/5010] lr: 7.500e-04, eta: 1 day, 5:54:34, time: 1.003, data_time: 0.006, memory: 10398, top1_acc: 0.7260, top5_acc: 0.8990, loss_cls: 1.0787, loss: 1.0787, grad_norm: 6.7922 2020-10-12 15:49:52,417 - mmaction - INFO - Epoch [29][4480/5010] lr: 7.500e-04, eta: 1 day, 5:54:14, time: 1.059, data_time: 0.002, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9083, loss_cls: 1.0383, loss: 1.0383, grad_norm: 6.7519 2020-10-12 15:50:13,451 - mmaction - INFO - Epoch [29][4500/5010] lr: 7.500e-04, eta: 1 day, 5:53:54, time: 1.047, data_time: 0.004, memory: 10398, top1_acc: 0.7396, top5_acc: 0.8990, loss_cls: 1.0275, loss: 1.0275, grad_norm: 6.4990 2020-10-12 15:50:34,423 - mmaction - INFO - Epoch [29][4520/5010] lr: 7.500e-04, eta: 1 day, 5:53:34, time: 1.051, data_time: 0.007, memory: 10398, top1_acc: 0.7552, top5_acc: 0.8990, loss_cls: 0.9935, loss: 0.9935, grad_norm: 6.5226 2020-10-12 15:50:55,195 - mmaction - INFO - Epoch [29][4540/5010] lr: 7.500e-04, eta: 1 day, 5:53:14, time: 1.040, data_time: 0.004, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9042, loss_cls: 0.9919, loss: 0.9919, grad_norm: 6.5477 2020-10-12 15:51:15,208 - mmaction - INFO - Epoch [29][4560/5010] lr: 7.500e-04, eta: 1 day, 5:52:54, time: 0.998, data_time: 0.004, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9167, loss_cls: 0.9883, loss: 0.9883, grad_norm: 6.5606 2020-10-12 15:51:35,904 - mmaction - INFO - Epoch [29][4580/5010] lr: 7.500e-04, eta: 1 day, 5:52:33, time: 1.037, data_time: 0.006, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9073, loss_cls: 1.0211, loss: 1.0211, grad_norm: 6.7450 2020-10-12 15:51:56,923 - mmaction - INFO - Epoch [29][4600/5010] lr: 7.500e-04, eta: 1 day, 5:52:14, time: 1.051, data_time: 0.002, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9135, loss_cls: 0.9969, loss: 0.9969, grad_norm: 6.2127 2020-10-12 15:52:18,018 - mmaction - INFO - Epoch [29][4620/5010] lr: 7.500e-04, eta: 1 day, 5:51:54, time: 1.053, data_time: 0.004, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9135, loss_cls: 0.9595, loss: 0.9595, grad_norm: 6.5101 2020-10-12 15:52:38,019 - mmaction - INFO - Epoch [29][4640/5010] lr: 7.500e-04, eta: 1 day, 5:51:33, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.7281, top5_acc: 0.8927, loss_cls: 1.0463, loss: 1.0463, grad_norm: 6.7439 2020-10-12 15:52:58,092 - mmaction - INFO - Epoch [29][4660/5010] lr: 7.500e-04, eta: 1 day, 5:51:13, time: 1.003, data_time: 0.005, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9083, loss_cls: 1.0402, loss: 1.0402, grad_norm: 6.7862 2020-10-12 15:53:18,719 - mmaction - INFO - Epoch [29][4680/5010] lr: 7.500e-04, eta: 1 day, 5:50:52, time: 1.032, data_time: 0.004, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9000, loss_cls: 0.9995, loss: 0.9995, grad_norm: 6.5571 2020-10-12 15:53:39,608 - mmaction - INFO - Epoch [29][4700/5010] lr: 7.500e-04, eta: 1 day, 5:50:32, time: 1.045, data_time: 0.005, memory: 10398, top1_acc: 0.7271, top5_acc: 0.8813, loss_cls: 1.1066, loss: 1.1066, grad_norm: 6.7010 2020-10-12 15:53:59,867 - mmaction - INFO - Epoch [29][4720/5010] lr: 7.500e-04, eta: 1 day, 5:50:12, time: 1.011, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9073, loss_cls: 1.0252, loss: 1.0252, grad_norm: 6.4548 2020-10-12 15:54:20,009 - mmaction - INFO - Epoch [29][4740/5010] lr: 7.500e-04, eta: 1 day, 5:49:51, time: 1.009, data_time: 0.006, memory: 10398, top1_acc: 0.7292, top5_acc: 0.8958, loss_cls: 1.0786, loss: 1.0786, grad_norm: 6.5478 2020-10-12 15:54:40,410 - mmaction - INFO - Epoch [29][4760/5010] lr: 7.500e-04, eta: 1 day, 5:49:31, time: 1.018, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.8990, loss_cls: 1.0004, loss: 1.0004, grad_norm: 6.2957 2020-10-12 15:55:01,382 - mmaction - INFO - Epoch [29][4780/5010] lr: 7.500e-04, eta: 1 day, 5:49:11, time: 1.050, data_time: 0.005, memory: 10398, top1_acc: 0.7250, top5_acc: 0.8948, loss_cls: 1.0945, loss: 1.0945, grad_norm: 6.6127 2020-10-12 15:55:21,443 - mmaction - INFO - Epoch [29][4800/5010] lr: 7.500e-04, eta: 1 day, 5:48:51, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9083, loss_cls: 1.0089, loss: 1.0089, grad_norm: 6.5477 2020-10-12 15:55:41,853 - mmaction - INFO - Epoch [29][4820/5010] lr: 7.500e-04, eta: 1 day, 5:48:30, time: 1.027, data_time: 0.010, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9062, loss_cls: 1.0613, loss: 1.0613, grad_norm: 6.7635 2020-10-12 15:56:02,385 - mmaction - INFO - Epoch [29][4840/5010] lr: 7.500e-04, eta: 1 day, 5:48:10, time: 1.025, data_time: 0.005, memory: 10398, top1_acc: 0.7229, top5_acc: 0.9031, loss_cls: 1.0863, loss: 1.0863, grad_norm: 6.6605 2020-10-12 15:56:22,920 - mmaction - INFO - Epoch [29][4860/5010] lr: 7.500e-04, eta: 1 day, 5:47:50, time: 1.026, data_time: 0.005, memory: 10398, top1_acc: 0.7135, top5_acc: 0.9125, loss_cls: 1.0154, loss: 1.0154, grad_norm: 6.5874 2020-10-12 15:56:42,980 - mmaction - INFO - Epoch [29][4880/5010] lr: 7.500e-04, eta: 1 day, 5:47:29, time: 1.005, data_time: 0.004, memory: 10398, top1_acc: 0.7260, top5_acc: 0.9000, loss_cls: 1.0949, loss: 1.0949, grad_norm: 6.5579 2020-10-12 15:57:03,369 - mmaction - INFO - Epoch [29][4900/5010] lr: 7.500e-04, eta: 1 day, 5:47:09, time: 1.018, data_time: 0.005, memory: 10398, top1_acc: 0.7208, top5_acc: 0.8969, loss_cls: 1.0512, loss: 1.0512, grad_norm: 6.6559 2020-10-12 15:57:24,930 - mmaction - INFO - Epoch [29][4920/5010] lr: 7.500e-04, eta: 1 day, 5:46:49, time: 1.080, data_time: 0.005, memory: 10398, top1_acc: 0.7031, top5_acc: 0.8927, loss_cls: 1.1519, loss: 1.1519, grad_norm: 6.9000 2020-10-12 15:57:44,811 - mmaction - INFO - Epoch [29][4940/5010] lr: 7.500e-04, eta: 1 day, 5:46:29, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9031, loss_cls: 1.0134, loss: 1.0134, grad_norm: 6.4854 2020-10-12 15:58:05,163 - mmaction - INFO - Epoch [29][4960/5010] lr: 7.500e-04, eta: 1 day, 5:46:08, time: 1.016, data_time: 0.004, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9219, loss_cls: 0.9501, loss: 0.9501, grad_norm: 6.5408 2020-10-12 15:58:25,642 - mmaction - INFO - Epoch [29][4980/5010] lr: 7.500e-04, eta: 1 day, 5:45:48, time: 1.025, data_time: 0.004, memory: 10398, top1_acc: 0.7052, top5_acc: 0.8938, loss_cls: 1.1223, loss: 1.1223, grad_norm: 6.8302 2020-10-12 15:58:46,358 - mmaction - INFO - Epoch [29][5000/5010] lr: 7.500e-04, eta: 1 day, 5:45:28, time: 1.036, data_time: 0.002, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9010, loss_cls: 1.0065, loss: 1.0065, grad_norm: 6.4623 2020-10-12 15:59:29,512 - mmaction - INFO - Epoch [30][20/5010] lr: 7.500e-04, eta: 1 day, 5:44:59, time: 1.667, data_time: 0.814, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9042, loss_cls: 0.9832, loss: 0.9832, grad_norm: 6.1579 2020-10-12 15:59:48,299 - mmaction - INFO - Epoch [30][40/5010] lr: 7.500e-04, eta: 1 day, 5:44:38, time: 0.939, data_time: 0.002, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9177, loss_cls: 0.9680, loss: 0.9680, grad_norm: 6.5236 2020-10-12 16:00:14,326 - mmaction - INFO - Epoch [30][60/5010] lr: 7.500e-04, eta: 1 day, 5:44:22, time: 1.294, data_time: 0.004, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9146, loss_cls: 0.9988, loss: 0.9988, grad_norm: 6.5345 2020-10-12 16:00:32,738 - mmaction - INFO - Epoch [30][80/5010] lr: 7.500e-04, eta: 1 day, 5:44:00, time: 0.928, data_time: 0.021, memory: 10398, top1_acc: 0.7135, top5_acc: 0.9031, loss_cls: 1.0989, loss: 1.0989, grad_norm: 6.9108 2020-10-12 16:00:53,134 - mmaction - INFO - Epoch [30][100/5010] lr: 7.500e-04, eta: 1 day, 5:43:40, time: 1.020, data_time: 0.002, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9198, loss_cls: 0.9662, loss: 0.9662, grad_norm: 6.5188 2020-10-12 16:01:13,206 - mmaction - INFO - Epoch [30][120/5010] lr: 7.500e-04, eta: 1 day, 5:43:19, time: 1.002, data_time: 0.006, memory: 10398, top1_acc: 0.7427, top5_acc: 0.8938, loss_cls: 1.0606, loss: 1.0606, grad_norm: 6.5454 2020-10-12 16:01:34,042 - mmaction - INFO - Epoch [30][140/5010] lr: 7.500e-04, eta: 1 day, 5:42:59, time: 1.043, data_time: 0.005, memory: 10398, top1_acc: 0.7156, top5_acc: 0.8865, loss_cls: 1.1559, loss: 1.1559, grad_norm: 7.1645 2020-10-12 16:01:54,340 - mmaction - INFO - Epoch [30][160/5010] lr: 7.500e-04, eta: 1 day, 5:42:39, time: 1.015, data_time: 0.002, memory: 10398, top1_acc: 0.7198, top5_acc: 0.9115, loss_cls: 1.0602, loss: 1.0602, grad_norm: 6.9239 2020-10-12 16:02:14,848 - mmaction - INFO - Epoch [30][180/5010] lr: 7.500e-04, eta: 1 day, 5:42:18, time: 1.024, data_time: 0.005, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9094, loss_cls: 1.0343, loss: 1.0343, grad_norm: 6.5024 2020-10-12 16:02:36,350 - mmaction - INFO - Epoch [30][200/5010] lr: 7.500e-04, eta: 1 day, 5:41:59, time: 1.075, data_time: 0.005, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9083, loss_cls: 0.9842, loss: 0.9842, grad_norm: 6.3828 2020-10-12 16:02:56,352 - mmaction - INFO - Epoch [30][220/5010] lr: 7.500e-04, eta: 1 day, 5:41:38, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9094, loss_cls: 0.9588, loss: 0.9588, grad_norm: 6.1760 2020-10-12 16:03:17,619 - mmaction - INFO - Epoch [30][240/5010] lr: 7.500e-04, eta: 1 day, 5:41:18, time: 1.061, data_time: 0.005, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9052, loss_cls: 1.0526, loss: 1.0526, grad_norm: 6.5621 2020-10-12 16:03:38,015 - mmaction - INFO - Epoch [30][260/5010] lr: 7.500e-04, eta: 1 day, 5:40:58, time: 1.022, data_time: 0.007, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9104, loss_cls: 1.0120, loss: 1.0120, grad_norm: 6.4439 2020-10-12 16:03:59,117 - mmaction - INFO - Epoch [30][280/5010] lr: 7.500e-04, eta: 1 day, 5:40:38, time: 1.051, data_time: 0.005, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9167, loss_cls: 1.0121, loss: 1.0121, grad_norm: 6.5794 2020-10-12 16:04:19,636 - mmaction - INFO - Epoch [30][300/5010] lr: 7.500e-04, eta: 1 day, 5:40:18, time: 1.030, data_time: 0.007, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9115, loss_cls: 1.0054, loss: 1.0054, grad_norm: 6.5291 2020-10-12 16:04:40,189 - mmaction - INFO - Epoch [30][320/5010] lr: 7.500e-04, eta: 1 day, 5:39:58, time: 1.026, data_time: 0.005, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9198, loss_cls: 1.0077, loss: 1.0077, grad_norm: 6.4857 2020-10-12 16:05:00,266 - mmaction - INFO - Epoch [30][340/5010] lr: 7.500e-04, eta: 1 day, 5:39:37, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9260, loss_cls: 0.9949, loss: 0.9949, grad_norm: 6.5626 2020-10-12 16:05:21,484 - mmaction - INFO - Epoch [30][360/5010] lr: 7.500e-04, eta: 1 day, 5:39:17, time: 1.060, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9073, loss_cls: 0.9849, loss: 0.9849, grad_norm: 6.4063 2020-10-12 16:05:41,859 - mmaction - INFO - Epoch [30][380/5010] lr: 7.500e-04, eta: 1 day, 5:38:57, time: 1.020, data_time: 0.004, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9083, loss_cls: 1.0686, loss: 1.0686, grad_norm: 7.0502 2020-10-12 16:06:02,969 - mmaction - INFO - Epoch [30][400/5010] lr: 7.500e-04, eta: 1 day, 5:38:37, time: 1.053, data_time: 0.004, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9062, loss_cls: 0.9847, loss: 0.9847, grad_norm: 6.3554 2020-10-12 16:06:23,888 - mmaction - INFO - Epoch [30][420/5010] lr: 7.500e-04, eta: 1 day, 5:38:17, time: 1.048, data_time: 0.006, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9125, loss_cls: 0.9992, loss: 0.9992, grad_norm: 6.8229 2020-10-12 16:06:44,123 - mmaction - INFO - Epoch [30][440/5010] lr: 7.500e-04, eta: 1 day, 5:37:57, time: 1.012, data_time: 0.003, memory: 10398, top1_acc: 0.7229, top5_acc: 0.9000, loss_cls: 1.0765, loss: 1.0765, grad_norm: 6.6249 2020-10-12 16:07:04,836 - mmaction - INFO - Epoch [30][460/5010] lr: 7.500e-04, eta: 1 day, 5:37:37, time: 1.034, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9146, loss_cls: 0.9436, loss: 0.9436, grad_norm: 6.1761 2020-10-12 16:07:25,803 - mmaction - INFO - Epoch [30][480/5010] lr: 7.500e-04, eta: 1 day, 5:37:17, time: 1.050, data_time: 0.005, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9260, loss_cls: 0.9324, loss: 0.9324, grad_norm: 6.4836 2020-10-12 16:07:45,757 - mmaction - INFO - Epoch [30][500/5010] lr: 7.500e-04, eta: 1 day, 5:36:56, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9094, loss_cls: 1.0204, loss: 1.0204, grad_norm: 6.4006 2020-10-12 16:08:06,450 - mmaction - INFO - Epoch [30][520/5010] lr: 7.500e-04, eta: 1 day, 5:36:36, time: 1.033, data_time: 0.005, memory: 10398, top1_acc: 0.7437, top5_acc: 0.9250, loss_cls: 0.9791, loss: 0.9791, grad_norm: 6.4323 2020-10-12 16:08:26,789 - mmaction - INFO - Epoch [30][540/5010] lr: 7.500e-04, eta: 1 day, 5:36:16, time: 1.019, data_time: 0.005, memory: 10398, top1_acc: 0.7135, top5_acc: 0.8760, loss_cls: 1.1706, loss: 1.1706, grad_norm: 6.9671 2020-10-12 16:08:47,927 - mmaction - INFO - Epoch [30][560/5010] lr: 7.500e-04, eta: 1 day, 5:35:56, time: 1.057, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9250, loss_cls: 0.9101, loss: 0.9101, grad_norm: 6.0818 2020-10-12 16:09:07,346 - mmaction - INFO - Epoch [30][580/5010] lr: 7.500e-04, eta: 1 day, 5:35:35, time: 0.968, data_time: 0.005, memory: 10398, top1_acc: 0.7302, top5_acc: 0.8844, loss_cls: 1.0895, loss: 1.0895, grad_norm: 6.7137 2020-10-12 16:09:27,956 - mmaction - INFO - Epoch [30][600/5010] lr: 7.500e-04, eta: 1 day, 5:35:15, time: 1.033, data_time: 0.006, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9063, loss_cls: 1.0327, loss: 1.0327, grad_norm: 6.5016 2020-10-12 16:09:47,616 - mmaction - INFO - Epoch [30][620/5010] lr: 7.500e-04, eta: 1 day, 5:34:54, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 1.0523, loss: 1.0523, grad_norm: 6.7649 2020-10-12 16:10:07,617 - mmaction - INFO - Epoch [30][640/5010] lr: 7.500e-04, eta: 1 day, 5:34:33, time: 1.000, data_time: 0.004, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9125, loss_cls: 1.0077, loss: 1.0077, grad_norm: 6.4011 2020-10-12 16:10:28,121 - mmaction - INFO - Epoch [30][660/5010] lr: 7.500e-04, eta: 1 day, 5:34:13, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9188, loss_cls: 0.9652, loss: 0.9652, grad_norm: 6.4392 2020-10-12 16:10:48,683 - mmaction - INFO - Epoch [30][680/5010] lr: 7.500e-04, eta: 1 day, 5:33:53, time: 1.036, data_time: 0.010, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9156, loss_cls: 1.0088, loss: 1.0088, grad_norm: 6.8234 2020-10-12 16:11:08,758 - mmaction - INFO - Epoch [30][700/5010] lr: 7.500e-04, eta: 1 day, 5:33:32, time: 1.001, data_time: 0.005, memory: 10398, top1_acc: 0.7437, top5_acc: 0.9010, loss_cls: 1.0059, loss: 1.0059, grad_norm: 6.4990 2020-10-12 16:11:29,091 - mmaction - INFO - Epoch [30][720/5010] lr: 7.500e-04, eta: 1 day, 5:33:12, time: 1.019, data_time: 0.006, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9156, loss_cls: 0.9340, loss: 0.9340, grad_norm: 6.2126 2020-10-12 16:11:48,836 - mmaction - INFO - Epoch [30][740/5010] lr: 7.500e-04, eta: 1 day, 5:32:51, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9198, loss_cls: 0.9656, loss: 0.9656, grad_norm: 6.7421 2020-10-12 16:12:09,294 - mmaction - INFO - Epoch [30][760/5010] lr: 7.500e-04, eta: 1 day, 5:32:30, time: 1.021, data_time: 0.005, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9083, loss_cls: 1.0108, loss: 1.0108, grad_norm: 6.4706 2020-10-12 16:12:30,284 - mmaction - INFO - Epoch [30][780/5010] lr: 7.500e-04, eta: 1 day, 5:32:11, time: 1.051, data_time: 0.005, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9156, loss_cls: 0.9632, loss: 0.9632, grad_norm: 6.3542 2020-10-12 16:12:50,022 - mmaction - INFO - Epoch [30][800/5010] lr: 7.500e-04, eta: 1 day, 5:31:50, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9135, loss_cls: 0.9888, loss: 0.9888, grad_norm: 6.6379 2020-10-12 16:13:10,420 - mmaction - INFO - Epoch [30][820/5010] lr: 7.500e-04, eta: 1 day, 5:31:29, time: 1.020, data_time: 0.006, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9042, loss_cls: 1.0088, loss: 1.0088, grad_norm: 6.7547 2020-10-12 16:13:30,482 - mmaction - INFO - Epoch [30][840/5010] lr: 7.500e-04, eta: 1 day, 5:31:09, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9354, loss_cls: 0.9249, loss: 0.9249, grad_norm: 6.6530 2020-10-12 16:13:50,464 - mmaction - INFO - Epoch [30][860/5010] lr: 7.500e-04, eta: 1 day, 5:30:48, time: 0.999, data_time: 0.002, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9135, loss_cls: 0.9747, loss: 0.9747, grad_norm: 6.2837 2020-10-12 16:14:10,982 - mmaction - INFO - Epoch [30][880/5010] lr: 7.500e-04, eta: 1 day, 5:30:28, time: 1.024, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9010, loss_cls: 1.0427, loss: 1.0427, grad_norm: 6.3893 2020-10-12 16:14:30,737 - mmaction - INFO - Epoch [30][900/5010] lr: 7.500e-04, eta: 1 day, 5:30:07, time: 0.990, data_time: 0.006, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9083, loss_cls: 1.0360, loss: 1.0360, grad_norm: 6.5625 2020-10-12 16:14:51,256 - mmaction - INFO - Epoch [30][920/5010] lr: 7.500e-04, eta: 1 day, 5:29:47, time: 1.026, data_time: 0.002, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9125, loss_cls: 1.0102, loss: 1.0102, grad_norm: 6.7538 2020-10-12 16:15:10,964 - mmaction - INFO - Epoch [30][940/5010] lr: 7.500e-04, eta: 1 day, 5:29:26, time: 0.983, data_time: 0.004, memory: 10398, top1_acc: 0.7437, top5_acc: 0.9094, loss_cls: 1.0156, loss: 1.0156, grad_norm: 6.4844 2020-10-12 16:15:31,590 - mmaction - INFO - Epoch [30][960/5010] lr: 7.500e-04, eta: 1 day, 5:29:06, time: 1.032, data_time: 0.004, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9115, loss_cls: 1.0271, loss: 1.0271, grad_norm: 6.7945 2020-10-12 16:15:51,745 - mmaction - INFO - Epoch [30][980/5010] lr: 7.500e-04, eta: 1 day, 5:28:45, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9250, loss_cls: 0.8779, loss: 0.8779, grad_norm: 6.5157 2020-10-12 16:16:11,695 - mmaction - INFO - Epoch [30][1000/5010] lr: 7.500e-04, eta: 1 day, 5:28:25, time: 0.995, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9063, loss_cls: 0.9956, loss: 0.9956, grad_norm: 6.7023 2020-10-12 16:16:32,831 - mmaction - INFO - Epoch [30][1020/5010] lr: 7.500e-04, eta: 1 day, 5:28:05, time: 1.060, data_time: 0.007, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9167, loss_cls: 0.9855, loss: 0.9855, grad_norm: 6.5750 2020-10-12 16:16:52,300 - mmaction - INFO - Epoch [30][1040/5010] lr: 7.500e-04, eta: 1 day, 5:27:44, time: 0.973, data_time: 0.002, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9208, loss_cls: 0.9882, loss: 0.9882, grad_norm: 6.5030 2020-10-12 16:17:12,440 - mmaction - INFO - Epoch [30][1060/5010] lr: 7.500e-04, eta: 1 day, 5:27:23, time: 1.004, data_time: 0.005, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9167, loss_cls: 0.9249, loss: 0.9249, grad_norm: 6.2921 2020-10-12 16:17:32,268 - mmaction - INFO - Epoch [30][1080/5010] lr: 7.500e-04, eta: 1 day, 5:27:03, time: 0.994, data_time: 0.007, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9135, loss_cls: 1.0292, loss: 1.0292, grad_norm: 6.5957 2020-10-12 16:17:53,508 - mmaction - INFO - Epoch [30][1100/5010] lr: 7.500e-04, eta: 1 day, 5:26:43, time: 1.063, data_time: 0.003, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9135, loss_cls: 0.9721, loss: 0.9721, grad_norm: 6.3894 2020-10-12 16:18:13,697 - mmaction - INFO - Epoch [30][1120/5010] lr: 7.500e-04, eta: 1 day, 5:26:22, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9125, loss_cls: 1.0281, loss: 1.0281, grad_norm: 6.5867 2020-10-12 16:18:33,761 - mmaction - INFO - Epoch [30][1140/5010] lr: 7.500e-04, eta: 1 day, 5:26:02, time: 1.005, data_time: 0.006, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9021, loss_cls: 1.0593, loss: 1.0593, grad_norm: 6.6323 2020-10-12 16:18:53,768 - mmaction - INFO - Epoch [30][1160/5010] lr: 7.500e-04, eta: 1 day, 5:25:41, time: 1.001, data_time: 0.002, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9167, loss_cls: 0.9963, loss: 0.9963, grad_norm: 6.5829 2020-10-12 16:19:14,656 - mmaction - INFO - Epoch [30][1180/5010] lr: 7.500e-04, eta: 1 day, 5:25:21, time: 1.043, data_time: 0.004, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9125, loss_cls: 0.9852, loss: 0.9852, grad_norm: 6.5320 2020-10-12 16:19:35,592 - mmaction - INFO - Epoch [30][1200/5010] lr: 7.500e-04, eta: 1 day, 5:25:01, time: 1.049, data_time: 0.005, memory: 10398, top1_acc: 0.7146, top5_acc: 0.9198, loss_cls: 1.0724, loss: 1.0724, grad_norm: 6.7702 2020-10-12 16:19:55,230 - mmaction - INFO - Epoch [30][1220/5010] lr: 7.500e-04, eta: 1 day, 5:24:40, time: 0.981, data_time: 0.002, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9104, loss_cls: 1.0132, loss: 1.0132, grad_norm: 6.5352 2020-10-12 16:20:15,308 - mmaction - INFO - Epoch [30][1240/5010] lr: 7.500e-04, eta: 1 day, 5:24:20, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.7229, top5_acc: 0.9094, loss_cls: 1.0726, loss: 1.0726, grad_norm: 6.7745 2020-10-12 16:20:37,034 - mmaction - INFO - Epoch [30][1260/5010] lr: 7.500e-04, eta: 1 day, 5:24:00, time: 1.085, data_time: 0.006, memory: 10398, top1_acc: 0.7281, top5_acc: 0.8990, loss_cls: 1.0918, loss: 1.0918, grad_norm: 6.6556 2020-10-12 16:20:56,410 - mmaction - INFO - Epoch [30][1280/5010] lr: 7.500e-04, eta: 1 day, 5:23:39, time: 0.972, data_time: 0.007, memory: 10398, top1_acc: 0.7406, top5_acc: 0.8958, loss_cls: 1.0329, loss: 1.0329, grad_norm: 6.7485 2020-10-12 16:21:16,511 - mmaction - INFO - Epoch [30][1300/5010] lr: 7.500e-04, eta: 1 day, 5:23:19, time: 1.003, data_time: 0.005, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9010, loss_cls: 1.0296, loss: 1.0296, grad_norm: 6.4546 2020-10-12 16:21:37,314 - mmaction - INFO - Epoch [30][1320/5010] lr: 7.500e-04, eta: 1 day, 5:22:59, time: 1.042, data_time: 0.006, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9104, loss_cls: 1.0220, loss: 1.0220, grad_norm: 6.7423 2020-10-12 16:21:57,884 - mmaction - INFO - Epoch [30][1340/5010] lr: 7.500e-04, eta: 1 day, 5:22:39, time: 1.027, data_time: 0.005, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9177, loss_cls: 0.9347, loss: 0.9347, grad_norm: 6.3427 2020-10-12 16:22:17,806 - mmaction - INFO - Epoch [30][1360/5010] lr: 7.500e-04, eta: 1 day, 5:22:18, time: 0.998, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9115, loss_cls: 1.0103, loss: 1.0103, grad_norm: 6.5934 2020-10-12 16:22:39,483 - mmaction - INFO - Epoch [30][1380/5010] lr: 7.500e-04, eta: 1 day, 5:21:58, time: 1.082, data_time: 0.006, memory: 10398, top1_acc: 0.7437, top5_acc: 0.9094, loss_cls: 0.9943, loss: 0.9943, grad_norm: 6.6120 2020-10-12 16:23:00,978 - mmaction - INFO - Epoch [30][1400/5010] lr: 7.500e-04, eta: 1 day, 5:21:39, time: 1.076, data_time: 0.006, memory: 10398, top1_acc: 0.7177, top5_acc: 0.9031, loss_cls: 1.0959, loss: 1.0959, grad_norm: 6.6422 2020-10-12 16:23:20,127 - mmaction - INFO - Epoch [30][1420/5010] lr: 7.500e-04, eta: 1 day, 5:21:18, time: 0.958, data_time: 0.002, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9198, loss_cls: 0.9764, loss: 0.9764, grad_norm: 6.5472 2020-10-12 16:23:40,623 - mmaction - INFO - Epoch [30][1440/5010] lr: 7.500e-04, eta: 1 day, 5:20:57, time: 1.022, data_time: 0.004, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9021, loss_cls: 1.0707, loss: 1.0707, grad_norm: 6.8946 2020-10-12 16:24:01,142 - mmaction - INFO - Epoch [30][1460/5010] lr: 7.500e-04, eta: 1 day, 5:20:37, time: 1.029, data_time: 0.007, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9052, loss_cls: 1.0404, loss: 1.0404, grad_norm: 6.6720 2020-10-12 16:24:21,897 - mmaction - INFO - Epoch [30][1480/5010] lr: 7.500e-04, eta: 1 day, 5:20:17, time: 1.037, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9125, loss_cls: 1.0160, loss: 1.0160, grad_norm: 6.7532 2020-10-12 16:24:41,991 - mmaction - INFO - Epoch [30][1500/5010] lr: 7.500e-04, eta: 1 day, 5:19:56, time: 1.006, data_time: 0.003, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8979, loss_cls: 1.0817, loss: 1.0817, grad_norm: 6.7817 2020-10-12 16:25:02,874 - mmaction - INFO - Epoch [30][1520/5010] lr: 7.500e-04, eta: 1 day, 5:19:36, time: 1.044, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9198, loss_cls: 0.9607, loss: 0.9607, grad_norm: 6.3678 2020-10-12 16:25:22,746 - mmaction - INFO - Epoch [30][1540/5010] lr: 7.500e-04, eta: 1 day, 5:19:16, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.7417, top5_acc: 0.8969, loss_cls: 1.0394, loss: 1.0394, grad_norm: 6.7537 2020-10-12 16:25:43,012 - mmaction - INFO - Epoch [30][1560/5010] lr: 7.500e-04, eta: 1 day, 5:18:55, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9125, loss_cls: 1.0109, loss: 1.0109, grad_norm: 6.5917 2020-10-12 16:26:03,323 - mmaction - INFO - Epoch [30][1580/5010] lr: 7.500e-04, eta: 1 day, 5:18:35, time: 1.012, data_time: 0.004, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9083, loss_cls: 1.0105, loss: 1.0105, grad_norm: 6.7122 2020-10-12 16:26:23,152 - mmaction - INFO - Epoch [30][1600/5010] lr: 7.500e-04, eta: 1 day, 5:18:14, time: 0.995, data_time: 0.007, memory: 10398, top1_acc: 0.7396, top5_acc: 0.8958, loss_cls: 1.0627, loss: 1.0627, grad_norm: 6.8284 2020-10-12 16:26:43,609 - mmaction - INFO - Epoch [30][1620/5010] lr: 7.500e-04, eta: 1 day, 5:17:54, time: 1.023, data_time: 0.002, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9198, loss_cls: 0.9610, loss: 0.9610, grad_norm: 6.4804 2020-10-12 16:27:03,912 - mmaction - INFO - Epoch [30][1640/5010] lr: 7.500e-04, eta: 1 day, 5:17:33, time: 1.012, data_time: 0.005, memory: 10398, top1_acc: 0.7365, top5_acc: 0.8979, loss_cls: 1.0040, loss: 1.0040, grad_norm: 6.7841 2020-10-12 16:27:24,397 - mmaction - INFO - Epoch [30][1660/5010] lr: 7.500e-04, eta: 1 day, 5:17:13, time: 1.028, data_time: 0.007, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9188, loss_cls: 0.9545, loss: 0.9545, grad_norm: 6.5628 2020-10-12 16:27:45,121 - mmaction - INFO - Epoch [30][1680/5010] lr: 7.500e-04, eta: 1 day, 5:16:53, time: 1.036, data_time: 0.002, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9167, loss_cls: 1.0188, loss: 1.0188, grad_norm: 6.7289 2020-10-12 16:28:05,317 - mmaction - INFO - Epoch [30][1700/5010] lr: 7.500e-04, eta: 1 day, 5:16:33, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9188, loss_cls: 1.0028, loss: 1.0028, grad_norm: 6.8653 2020-10-12 16:28:25,403 - mmaction - INFO - Epoch [30][1720/5010] lr: 7.500e-04, eta: 1 day, 5:16:12, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9021, loss_cls: 1.1193, loss: 1.1193, grad_norm: 6.7147 2020-10-12 16:28:45,799 - mmaction - INFO - Epoch [30][1740/5010] lr: 7.500e-04, eta: 1 day, 5:15:52, time: 1.020, data_time: 0.002, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9063, loss_cls: 1.0168, loss: 1.0168, grad_norm: 6.4602 2020-10-12 16:29:06,559 - mmaction - INFO - Epoch [30][1760/5010] lr: 7.500e-04, eta: 1 day, 5:15:32, time: 1.035, data_time: 0.004, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9073, loss_cls: 0.9760, loss: 0.9760, grad_norm: 6.2027 2020-10-12 16:29:27,979 - mmaction - INFO - Epoch [30][1780/5010] lr: 7.500e-04, eta: 1 day, 5:15:12, time: 1.074, data_time: 0.007, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9021, loss_cls: 1.0275, loss: 1.0275, grad_norm: 6.6648 2020-10-12 16:29:48,845 - mmaction - INFO - Epoch [30][1800/5010] lr: 7.500e-04, eta: 1 day, 5:14:52, time: 1.044, data_time: 0.003, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9167, loss_cls: 1.0067, loss: 1.0067, grad_norm: 6.7602 2020-10-12 16:30:08,680 - mmaction - INFO - Epoch [30][1820/5010] lr: 7.500e-04, eta: 1 day, 5:14:31, time: 0.991, data_time: 0.005, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9094, loss_cls: 1.0254, loss: 1.0254, grad_norm: 6.8215 2020-10-12 16:30:29,779 - mmaction - INFO - Epoch [30][1840/5010] lr: 7.500e-04, eta: 1 day, 5:14:11, time: 1.055, data_time: 0.002, memory: 10398, top1_acc: 0.7406, top5_acc: 0.8979, loss_cls: 1.0200, loss: 1.0200, grad_norm: 6.7179 2020-10-12 16:30:50,098 - mmaction - INFO - Epoch [30][1860/5010] lr: 7.500e-04, eta: 1 day, 5:13:51, time: 1.016, data_time: 0.002, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9312, loss_cls: 0.9111, loss: 0.9111, grad_norm: 6.3978 2020-10-12 16:31:10,269 - mmaction - INFO - Epoch [30][1880/5010] lr: 7.500e-04, eta: 1 day, 5:13:30, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9208, loss_cls: 0.8934, loss: 0.8934, grad_norm: 6.1388 2020-10-12 16:31:32,206 - mmaction - INFO - Epoch [30][1900/5010] lr: 7.500e-04, eta: 1 day, 5:13:11, time: 1.096, data_time: 0.007, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9073, loss_cls: 1.0082, loss: 1.0082, grad_norm: 6.5304 2020-10-12 16:31:52,018 - mmaction - INFO - Epoch [30][1920/5010] lr: 7.500e-04, eta: 1 day, 5:12:51, time: 0.994, data_time: 0.007, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9135, loss_cls: 1.0003, loss: 1.0003, grad_norm: 6.5781 2020-10-12 16:32:11,985 - mmaction - INFO - Epoch [30][1940/5010] lr: 7.500e-04, eta: 1 day, 5:12:30, time: 0.999, data_time: 0.002, memory: 10398, top1_acc: 0.7406, top5_acc: 0.8979, loss_cls: 1.0609, loss: 1.0609, grad_norm: 6.7024 2020-10-12 16:32:32,837 - mmaction - INFO - Epoch [30][1960/5010] lr: 7.500e-04, eta: 1 day, 5:12:10, time: 1.042, data_time: 0.005, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9167, loss_cls: 0.9422, loss: 0.9422, grad_norm: 6.4633 2020-10-12 16:32:53,288 - mmaction - INFO - Epoch [30][1980/5010] lr: 7.500e-04, eta: 1 day, 5:11:50, time: 1.022, data_time: 0.002, memory: 10398, top1_acc: 0.7208, top5_acc: 0.8958, loss_cls: 1.1042, loss: 1.1042, grad_norm: 6.5738 2020-10-12 16:33:15,159 - mmaction - INFO - Epoch [30][2000/5010] lr: 7.500e-04, eta: 1 day, 5:11:30, time: 1.092, data_time: 0.006, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9052, loss_cls: 1.0248, loss: 1.0248, grad_norm: 6.6501 2020-10-12 16:33:35,317 - mmaction - INFO - Epoch [30][2020/5010] lr: 7.500e-04, eta: 1 day, 5:11:10, time: 1.010, data_time: 0.006, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9208, loss_cls: 0.9353, loss: 0.9353, grad_norm: 6.4186 2020-10-12 16:33:55,898 - mmaction - INFO - Epoch [30][2040/5010] lr: 7.500e-04, eta: 1 day, 5:10:50, time: 1.029, data_time: 0.003, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9177, loss_cls: 0.9866, loss: 0.9866, grad_norm: 6.6087 2020-10-12 16:34:16,239 - mmaction - INFO - Epoch [30][2060/5010] lr: 7.500e-04, eta: 1 day, 5:10:29, time: 1.015, data_time: 0.005, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9010, loss_cls: 0.9717, loss: 0.9717, grad_norm: 6.4844 2020-10-12 16:34:36,677 - mmaction - INFO - Epoch [30][2080/5010] lr: 7.500e-04, eta: 1 day, 5:10:09, time: 1.025, data_time: 0.006, memory: 10398, top1_acc: 0.7146, top5_acc: 0.9073, loss_cls: 1.0515, loss: 1.0515, grad_norm: 6.9243 2020-10-12 16:34:57,417 - mmaction - INFO - Epoch [30][2100/5010] lr: 7.500e-04, eta: 1 day, 5:09:49, time: 1.035, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9094, loss_cls: 1.0031, loss: 1.0031, grad_norm: 6.4175 2020-10-12 16:35:18,074 - mmaction - INFO - Epoch [30][2120/5010] lr: 7.500e-04, eta: 1 day, 5:09:29, time: 1.034, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9010, loss_cls: 1.0250, loss: 1.0250, grad_norm: 6.7092 2020-10-12 16:35:38,461 - mmaction - INFO - Epoch [30][2140/5010] lr: 7.500e-04, eta: 1 day, 5:09:08, time: 1.017, data_time: 0.005, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9010, loss_cls: 1.0847, loss: 1.0847, grad_norm: 6.8126 2020-10-12 16:35:58,878 - mmaction - INFO - Epoch [30][2160/5010] lr: 7.500e-04, eta: 1 day, 5:08:48, time: 1.023, data_time: 0.006, memory: 10398, top1_acc: 0.7323, top5_acc: 0.8948, loss_cls: 1.0630, loss: 1.0630, grad_norm: 6.6502 2020-10-12 16:36:19,378 - mmaction - INFO - Epoch [30][2180/5010] lr: 7.500e-04, eta: 1 day, 5:08:28, time: 1.023, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9083, loss_cls: 0.9859, loss: 0.9859, grad_norm: 6.6401 2020-10-12 16:36:40,642 - mmaction - INFO - Epoch [30][2200/5010] lr: 7.500e-04, eta: 1 day, 5:08:08, time: 1.065, data_time: 0.005, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9115, loss_cls: 1.0254, loss: 1.0254, grad_norm: 6.6417 2020-10-12 16:37:02,501 - mmaction - INFO - Epoch [30][2220/5010] lr: 7.500e-04, eta: 1 day, 5:07:49, time: 1.091, data_time: 0.005, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9021, loss_cls: 1.0317, loss: 1.0317, grad_norm: 6.5975 2020-10-12 16:37:22,114 - mmaction - INFO - Epoch [30][2240/5010] lr: 7.500e-04, eta: 1 day, 5:07:28, time: 0.982, data_time: 0.006, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9146, loss_cls: 1.0197, loss: 1.0197, grad_norm: 6.8563 2020-10-12 16:37:43,104 - mmaction - INFO - Epoch [30][2260/5010] lr: 7.500e-04, eta: 1 day, 5:07:08, time: 1.050, data_time: 0.002, memory: 10398, top1_acc: 0.7208, top5_acc: 0.8906, loss_cls: 1.0809, loss: 1.0809, grad_norm: 6.9520 2020-10-12 16:38:04,627 - mmaction - INFO - Epoch [30][2280/5010] lr: 7.500e-04, eta: 1 day, 5:06:48, time: 1.073, data_time: 0.005, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9167, loss_cls: 0.9439, loss: 0.9439, grad_norm: 6.7100 2020-10-12 16:38:25,873 - mmaction - INFO - Epoch [30][2300/5010] lr: 7.500e-04, eta: 1 day, 5:06:28, time: 1.065, data_time: 0.007, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9104, loss_cls: 0.9717, loss: 0.9717, grad_norm: 6.4555 2020-10-12 16:38:46,396 - mmaction - INFO - Epoch [30][2320/5010] lr: 7.500e-04, eta: 1 day, 5:06:08, time: 1.026, data_time: 0.002, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.9773, loss: 0.9773, grad_norm: 6.5993 2020-10-12 16:39:06,766 - mmaction - INFO - Epoch [30][2340/5010] lr: 7.500e-04, eta: 1 day, 5:05:48, time: 1.019, data_time: 0.005, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9167, loss_cls: 0.9010, loss: 0.9010, grad_norm: 6.2237 2020-10-12 16:39:27,501 - mmaction - INFO - Epoch [30][2360/5010] lr: 7.500e-04, eta: 1 day, 5:05:28, time: 1.037, data_time: 0.005, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9010, loss_cls: 1.0152, loss: 1.0152, grad_norm: 6.7437 2020-10-12 16:39:47,935 - mmaction - INFO - Epoch [30][2380/5010] lr: 7.500e-04, eta: 1 day, 5:05:07, time: 1.022, data_time: 0.002, memory: 10398, top1_acc: 0.7500, top5_acc: 0.8990, loss_cls: 1.0045, loss: 1.0045, grad_norm: 6.5706 2020-10-12 16:40:08,454 - mmaction - INFO - Epoch [30][2400/5010] lr: 7.500e-04, eta: 1 day, 5:04:47, time: 1.026, data_time: 0.006, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9177, loss_cls: 0.9360, loss: 0.9360, grad_norm: 6.2611 2020-10-12 16:40:30,093 - mmaction - INFO - Epoch [30][2420/5010] lr: 7.500e-04, eta: 1 day, 5:04:28, time: 1.082, data_time: 0.002, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9073, loss_cls: 1.0360, loss: 1.0360, grad_norm: 6.6423 2020-10-12 16:40:50,025 - mmaction - INFO - Epoch [30][2440/5010] lr: 7.500e-04, eta: 1 day, 5:04:07, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.7313, top5_acc: 0.9104, loss_cls: 1.0103, loss: 1.0103, grad_norm: 6.7397 2020-10-12 16:41:10,767 - mmaction - INFO - Epoch [30][2460/5010] lr: 7.500e-04, eta: 1 day, 5:03:47, time: 1.035, data_time: 0.005, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9146, loss_cls: 1.0248, loss: 1.0248, grad_norm: 6.6843 2020-10-12 16:41:31,576 - mmaction - INFO - Epoch [30][2480/5010] lr: 7.500e-04, eta: 1 day, 5:03:27, time: 1.039, data_time: 0.005, memory: 10398, top1_acc: 0.7292, top5_acc: 0.8979, loss_cls: 1.1072, loss: 1.1072, grad_norm: 6.8535 2020-10-12 16:41:51,874 - mmaction - INFO - Epoch [30][2500/5010] lr: 7.500e-04, eta: 1 day, 5:03:06, time: 1.018, data_time: 0.006, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9094, loss_cls: 0.9828, loss: 0.9828, grad_norm: 6.4873 2020-10-12 16:42:12,245 - mmaction - INFO - Epoch [30][2520/5010] lr: 7.500e-04, eta: 1 day, 5:02:46, time: 1.016, data_time: 0.005, memory: 10398, top1_acc: 0.7177, top5_acc: 0.8875, loss_cls: 1.1128, loss: 1.1128, grad_norm: 7.1512 2020-10-12 16:42:32,903 - mmaction - INFO - Epoch [30][2540/5010] lr: 7.500e-04, eta: 1 day, 5:02:26, time: 1.035, data_time: 0.006, memory: 10398, top1_acc: 0.7229, top5_acc: 0.8948, loss_cls: 1.0795, loss: 1.0795, grad_norm: 6.7430 2020-10-12 16:42:53,300 - mmaction - INFO - Epoch [30][2560/5010] lr: 7.500e-04, eta: 1 day, 5:02:06, time: 1.020, data_time: 0.002, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9219, loss_cls: 1.0032, loss: 1.0032, grad_norm: 6.6252 2020-10-12 16:43:14,301 - mmaction - INFO - Epoch [30][2580/5010] lr: 7.500e-04, eta: 1 day, 5:01:46, time: 1.047, data_time: 0.004, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9188, loss_cls: 0.9837, loss: 0.9837, grad_norm: 6.5166 2020-10-12 16:43:34,857 - mmaction - INFO - Epoch [30][2600/5010] lr: 7.500e-04, eta: 1 day, 5:01:25, time: 1.030, data_time: 0.007, memory: 10398, top1_acc: 0.7292, top5_acc: 0.8958, loss_cls: 1.1179, loss: 1.1179, grad_norm: 7.0766 2020-10-12 16:43:54,988 - mmaction - INFO - Epoch [30][2620/5010] lr: 7.500e-04, eta: 1 day, 5:01:05, time: 1.007, data_time: 0.003, memory: 10398, top1_acc: 0.7104, top5_acc: 0.8906, loss_cls: 1.1379, loss: 1.1379, grad_norm: 6.9829 2020-10-12 16:44:15,729 - mmaction - INFO - Epoch [30][2640/5010] lr: 7.500e-04, eta: 1 day, 5:00:45, time: 1.034, data_time: 0.004, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9146, loss_cls: 1.0089, loss: 1.0089, grad_norm: 6.5774 2020-10-12 16:44:36,718 - mmaction - INFO - Epoch [30][2660/5010] lr: 7.500e-04, eta: 1 day, 5:00:25, time: 1.050, data_time: 0.006, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9094, loss_cls: 1.0055, loss: 1.0055, grad_norm: 6.6077 2020-10-12 16:44:56,553 - mmaction - INFO - Epoch [30][2680/5010] lr: 7.500e-04, eta: 1 day, 5:00:04, time: 0.994, data_time: 0.007, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9177, loss_cls: 1.0154, loss: 1.0154, grad_norm: 6.5779 2020-10-12 16:45:18,063 - mmaction - INFO - Epoch [30][2700/5010] lr: 7.500e-04, eta: 1 day, 4:59:44, time: 1.074, data_time: 0.004, memory: 10398, top1_acc: 0.7135, top5_acc: 0.8990, loss_cls: 1.0969, loss: 1.0969, grad_norm: 6.8444 2020-10-12 16:45:38,472 - mmaction - INFO - Epoch [30][2720/5010] lr: 7.500e-04, eta: 1 day, 4:59:24, time: 1.022, data_time: 0.006, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9104, loss_cls: 0.9830, loss: 0.9830, grad_norm: 6.4436 2020-10-12 16:45:58,999 - mmaction - INFO - Epoch [30][2740/5010] lr: 7.500e-04, eta: 1 day, 4:59:04, time: 1.026, data_time: 0.004, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9021, loss_cls: 1.0046, loss: 1.0046, grad_norm: 6.3849 2020-10-12 16:46:19,121 - mmaction - INFO - Epoch [30][2760/5010] lr: 7.500e-04, eta: 1 day, 4:58:43, time: 1.007, data_time: 0.004, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9135, loss_cls: 0.9912, loss: 0.9912, grad_norm: 6.3772 2020-10-12 16:46:39,996 - mmaction - INFO - Epoch [30][2780/5010] lr: 7.500e-04, eta: 1 day, 4:58:23, time: 1.042, data_time: 0.004, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9115, loss_cls: 0.9773, loss: 0.9773, grad_norm: 6.4986 2020-10-12 16:47:01,112 - mmaction - INFO - Epoch [30][2800/5010] lr: 7.500e-04, eta: 1 day, 4:58:04, time: 1.058, data_time: 0.006, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9188, loss_cls: 0.9765, loss: 0.9765, grad_norm: 6.3952 2020-10-12 16:47:21,575 - mmaction - INFO - Epoch [30][2820/5010] lr: 7.500e-04, eta: 1 day, 4:57:43, time: 1.022, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9167, loss_cls: 0.9859, loss: 0.9859, grad_norm: 6.5240 2020-10-12 16:47:42,389 - mmaction - INFO - Epoch [30][2840/5010] lr: 7.500e-04, eta: 1 day, 4:57:23, time: 1.041, data_time: 0.003, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9115, loss_cls: 0.9771, loss: 0.9771, grad_norm: 6.5059 2020-10-12 16:48:03,447 - mmaction - INFO - Epoch [30][2860/5010] lr: 7.500e-04, eta: 1 day, 4:57:03, time: 1.050, data_time: 0.006, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9073, loss_cls: 1.0080, loss: 1.0080, grad_norm: 6.7726 2020-10-12 16:48:23,798 - mmaction - INFO - Epoch [30][2880/5010] lr: 7.500e-04, eta: 1 day, 4:56:43, time: 1.021, data_time: 0.007, memory: 10398, top1_acc: 0.7302, top5_acc: 0.8896, loss_cls: 1.0845, loss: 1.0845, grad_norm: 6.7385 2020-10-12 16:48:44,947 - mmaction - INFO - Epoch [30][2900/5010] lr: 7.500e-04, eta: 1 day, 4:56:23, time: 1.057, data_time: 0.002, memory: 10398, top1_acc: 0.7344, top5_acc: 0.8927, loss_cls: 1.0504, loss: 1.0504, grad_norm: 6.7732 2020-10-12 16:49:06,950 - mmaction - INFO - Epoch [30][2920/5010] lr: 7.500e-04, eta: 1 day, 4:56:04, time: 1.098, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9104, loss_cls: 0.9989, loss: 0.9989, grad_norm: 6.5149 2020-10-12 16:49:26,233 - mmaction - INFO - Epoch [30][2940/5010] lr: 7.500e-04, eta: 1 day, 4:55:43, time: 0.966, data_time: 0.005, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9219, loss_cls: 0.9454, loss: 0.9454, grad_norm: 6.6451 2020-10-12 16:49:47,187 - mmaction - INFO - Epoch [30][2960/5010] lr: 7.500e-04, eta: 1 day, 4:55:23, time: 1.048, data_time: 0.002, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9094, loss_cls: 1.1048, loss: 1.1048, grad_norm: 7.1863 2020-10-12 16:50:08,359 - mmaction - INFO - Epoch [30][2980/5010] lr: 7.500e-04, eta: 1 day, 4:55:03, time: 1.058, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9115, loss_cls: 0.9913, loss: 0.9913, grad_norm: 6.6883 2020-10-12 16:50:28,584 - mmaction - INFO - Epoch [30][3000/5010] lr: 7.500e-04, eta: 1 day, 4:54:42, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9115, loss_cls: 1.0206, loss: 1.0206, grad_norm: 6.7684 2020-10-12 16:50:49,695 - mmaction - INFO - Epoch [30][3020/5010] lr: 7.500e-04, eta: 1 day, 4:54:23, time: 1.056, data_time: 0.002, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9125, loss_cls: 1.0088, loss: 1.0088, grad_norm: 6.8533 2020-10-12 16:51:09,240 - mmaction - INFO - Epoch [30][3040/5010] lr: 7.500e-04, eta: 1 day, 4:54:02, time: 0.974, data_time: 0.005, memory: 10398, top1_acc: 0.7260, top5_acc: 0.9031, loss_cls: 1.0609, loss: 1.0609, grad_norm: 6.8952 2020-10-12 16:51:30,381 - mmaction - INFO - Epoch [30][3060/5010] lr: 7.500e-04, eta: 1 day, 4:53:42, time: 1.060, data_time: 0.007, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9063, loss_cls: 1.0368, loss: 1.0368, grad_norm: 6.7340 2020-10-12 16:51:50,591 - mmaction - INFO - Epoch [30][3080/5010] lr: 7.500e-04, eta: 1 day, 4:53:21, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9094, loss_cls: 1.0462, loss: 1.0462, grad_norm: 6.8354 2020-10-12 16:52:11,068 - mmaction - INFO - Epoch [30][3100/5010] lr: 7.500e-04, eta: 1 day, 4:53:01, time: 1.022, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9042, loss_cls: 0.9793, loss: 0.9793, grad_norm: 6.7012 2020-10-12 16:52:31,020 - mmaction - INFO - Epoch [30][3120/5010] lr: 7.500e-04, eta: 1 day, 4:52:40, time: 0.999, data_time: 0.006, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9021, loss_cls: 1.0497, loss: 1.0497, grad_norm: 6.8762 2020-10-12 16:52:51,873 - mmaction - INFO - Epoch [30][3140/5010] lr: 7.500e-04, eta: 1 day, 4:52:20, time: 1.043, data_time: 0.002, memory: 10398, top1_acc: 0.7156, top5_acc: 0.8927, loss_cls: 1.0974, loss: 1.0974, grad_norm: 6.7710 2020-10-12 16:53:12,644 - mmaction - INFO - Epoch [30][3160/5010] lr: 7.500e-04, eta: 1 day, 4:52:00, time: 1.036, data_time: 0.006, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9156, loss_cls: 0.9669, loss: 0.9669, grad_norm: 6.4120 2020-10-12 16:53:32,800 - mmaction - INFO - Epoch [30][3180/5010] lr: 7.500e-04, eta: 1 day, 4:51:40, time: 1.010, data_time: 0.006, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9000, loss_cls: 1.0193, loss: 1.0193, grad_norm: 6.4262 2020-10-12 16:53:53,992 - mmaction - INFO - Epoch [30][3200/5010] lr: 7.500e-04, eta: 1 day, 4:51:20, time: 1.060, data_time: 0.002, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9115, loss_cls: 0.9684, loss: 0.9684, grad_norm: 6.7028 2020-10-12 16:54:15,346 - mmaction - INFO - Epoch [30][3220/5010] lr: 7.500e-04, eta: 1 day, 4:51:00, time: 1.066, data_time: 0.005, memory: 10398, top1_acc: 0.7240, top5_acc: 0.8906, loss_cls: 1.1043, loss: 1.1043, grad_norm: 6.8799 2020-10-12 16:54:35,893 - mmaction - INFO - Epoch [30][3240/5010] lr: 7.500e-04, eta: 1 day, 4:50:40, time: 1.029, data_time: 0.006, memory: 10398, top1_acc: 0.7313, top5_acc: 0.9094, loss_cls: 1.0619, loss: 1.0619, grad_norm: 6.8618 2020-10-12 16:54:56,500 - mmaction - INFO - Epoch [30][3260/5010] lr: 7.500e-04, eta: 1 day, 4:50:20, time: 1.030, data_time: 0.002, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9208, loss_cls: 0.9985, loss: 0.9985, grad_norm: 6.6339 2020-10-12 16:55:16,366 - mmaction - INFO - Epoch [30][3280/5010] lr: 7.500e-04, eta: 1 day, 4:49:59, time: 0.991, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.8948, loss_cls: 1.0625, loss: 1.0625, grad_norm: 6.7262 2020-10-12 16:55:37,151 - mmaction - INFO - Epoch [30][3300/5010] lr: 7.500e-04, eta: 1 day, 4:49:39, time: 1.042, data_time: 0.006, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9177, loss_cls: 0.9809, loss: 0.9809, grad_norm: 6.7850 2020-10-12 16:55:57,152 - mmaction - INFO - Epoch [30][3320/5010] lr: 7.500e-04, eta: 1 day, 4:49:18, time: 0.999, data_time: 0.005, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9000, loss_cls: 1.1001, loss: 1.1001, grad_norm: 6.7245 2020-10-12 16:56:18,037 - mmaction - INFO - Epoch [30][3340/5010] lr: 7.500e-04, eta: 1 day, 4:48:58, time: 1.045, data_time: 0.005, memory: 10398, top1_acc: 0.7687, top5_acc: 0.9115, loss_cls: 0.9205, loss: 0.9205, grad_norm: 6.2686 2020-10-12 16:56:38,530 - mmaction - INFO - Epoch [30][3360/5010] lr: 7.500e-04, eta: 1 day, 4:48:38, time: 1.026, data_time: 0.006, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9313, loss_cls: 0.9071, loss: 0.9071, grad_norm: 6.3963 2020-10-12 16:56:59,963 - mmaction - INFO - Epoch [30][3380/5010] lr: 7.500e-04, eta: 1 day, 4:48:19, time: 1.072, data_time: 0.004, memory: 10398, top1_acc: 0.7167, top5_acc: 0.9104, loss_cls: 1.0595, loss: 1.0595, grad_norm: 6.8628 2020-10-12 16:57:19,429 - mmaction - INFO - Epoch [30][3400/5010] lr: 7.500e-04, eta: 1 day, 4:47:58, time: 0.972, data_time: 0.004, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9167, loss_cls: 0.9803, loss: 0.9803, grad_norm: 6.4263 2020-10-12 16:57:39,435 - mmaction - INFO - Epoch [30][3420/5010] lr: 7.500e-04, eta: 1 day, 4:47:37, time: 1.001, data_time: 0.005, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9010, loss_cls: 1.0390, loss: 1.0390, grad_norm: 6.4112 2020-10-12 16:58:00,187 - mmaction - INFO - Epoch [30][3440/5010] lr: 7.500e-04, eta: 1 day, 4:47:17, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9073, loss_cls: 1.0231, loss: 1.0231, grad_norm: 6.5675 2020-10-12 16:58:20,198 - mmaction - INFO - Epoch [30][3460/5010] lr: 7.500e-04, eta: 1 day, 4:46:56, time: 1.000, data_time: 0.004, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9094, loss_cls: 1.0239, loss: 1.0239, grad_norm: 6.8549 2020-10-12 16:58:41,437 - mmaction - INFO - Epoch [30][3480/5010] lr: 7.500e-04, eta: 1 day, 4:46:36, time: 1.059, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9052, loss_cls: 1.0050, loss: 1.0050, grad_norm: 6.7609 2020-10-12 16:59:01,482 - mmaction - INFO - Epoch [30][3500/5010] lr: 7.500e-04, eta: 1 day, 4:46:16, time: 1.005, data_time: 0.007, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9010, loss_cls: 1.0026, loss: 1.0026, grad_norm: 6.5536 2020-10-12 16:59:21,341 - mmaction - INFO - Epoch [30][3520/5010] lr: 7.500e-04, eta: 1 day, 4:45:55, time: 0.991, data_time: 0.005, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9042, loss_cls: 1.0438, loss: 1.0438, grad_norm: 7.0111 2020-10-12 16:59:41,481 - mmaction - INFO - Epoch [30][3540/5010] lr: 7.500e-04, eta: 1 day, 4:45:35, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9073, loss_cls: 1.0310, loss: 1.0310, grad_norm: 6.7531 2020-10-12 17:00:01,993 - mmaction - INFO - Epoch [30][3560/5010] lr: 7.500e-04, eta: 1 day, 4:45:14, time: 1.024, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9104, loss_cls: 1.0294, loss: 1.0294, grad_norm: 6.8141 2020-10-12 17:00:26,334 - mmaction - INFO - Epoch [30][3580/5010] lr: 7.500e-04, eta: 1 day, 4:44:57, time: 1.204, data_time: 0.014, memory: 10398, top1_acc: 0.7198, top5_acc: 0.8990, loss_cls: 1.1187, loss: 1.1187, grad_norm: 7.0211 2020-10-12 17:00:45,667 - mmaction - INFO - Epoch [30][3600/5010] lr: 7.500e-04, eta: 1 day, 4:44:36, time: 0.981, data_time: 0.022, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9104, loss_cls: 1.0038, loss: 1.0038, grad_norm: 6.5331 2020-10-12 17:01:06,495 - mmaction - INFO - Epoch [30][3620/5010] lr: 7.500e-04, eta: 1 day, 4:44:16, time: 1.041, data_time: 0.002, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9063, loss_cls: 1.0301, loss: 1.0301, grad_norm: 7.0064 2020-10-12 17:01:26,269 - mmaction - INFO - Epoch [30][3640/5010] lr: 7.500e-04, eta: 1 day, 4:43:55, time: 0.989, data_time: 0.004, memory: 10398, top1_acc: 0.7313, top5_acc: 0.9135, loss_cls: 1.0032, loss: 1.0032, grad_norm: 6.6222 2020-10-12 17:01:46,611 - mmaction - INFO - Epoch [30][3660/5010] lr: 7.500e-04, eta: 1 day, 4:43:34, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9156, loss_cls: 1.0276, loss: 1.0276, grad_norm: 6.9118 2020-10-12 17:02:08,207 - mmaction - INFO - Epoch [30][3680/5010] lr: 7.500e-04, eta: 1 day, 4:43:15, time: 1.078, data_time: 0.005, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9063, loss_cls: 1.0457, loss: 1.0457, grad_norm: 6.6198 2020-10-12 17:02:27,356 - mmaction - INFO - Epoch [30][3700/5010] lr: 7.500e-04, eta: 1 day, 4:42:54, time: 0.958, data_time: 0.005, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9094, loss_cls: 1.0100, loss: 1.0100, grad_norm: 6.7544 2020-10-12 17:02:48,063 - mmaction - INFO - Epoch [30][3720/5010] lr: 7.500e-04, eta: 1 day, 4:42:34, time: 1.036, data_time: 0.003, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9052, loss_cls: 1.0230, loss: 1.0230, grad_norm: 6.6283 2020-10-12 17:03:08,697 - mmaction - INFO - Epoch [30][3740/5010] lr: 7.500e-04, eta: 1 day, 4:42:13, time: 1.031, data_time: 0.005, memory: 10398, top1_acc: 0.7365, top5_acc: 0.8979, loss_cls: 1.0519, loss: 1.0519, grad_norm: 6.8309 2020-10-12 17:03:29,409 - mmaction - INFO - Epoch [30][3760/5010] lr: 7.500e-04, eta: 1 day, 4:41:53, time: 1.036, data_time: 0.003, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9156, loss_cls: 1.0155, loss: 1.0155, grad_norm: 6.7673 2020-10-12 17:03:48,869 - mmaction - INFO - Epoch [30][3780/5010] lr: 7.500e-04, eta: 1 day, 4:41:32, time: 0.974, data_time: 0.003, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9302, loss_cls: 0.8993, loss: 0.8993, grad_norm: 6.2085 2020-10-12 17:04:10,107 - mmaction - INFO - Epoch [30][3800/5010] lr: 7.500e-04, eta: 1 day, 4:41:12, time: 1.060, data_time: 0.005, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9135, loss_cls: 0.9723, loss: 0.9723, grad_norm: 6.4576 2020-10-12 17:04:30,335 - mmaction - INFO - Epoch [30][3820/5010] lr: 7.500e-04, eta: 1 day, 4:40:52, time: 1.013, data_time: 0.007, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9125, loss_cls: 0.9568, loss: 0.9568, grad_norm: 6.2584 2020-10-12 17:04:50,522 - mmaction - INFO - Epoch [30][3840/5010] lr: 7.500e-04, eta: 1 day, 4:40:32, time: 1.009, data_time: 0.002, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9115, loss_cls: 1.0287, loss: 1.0287, grad_norm: 6.5700 2020-10-12 17:05:10,615 - mmaction - INFO - Epoch [30][3860/5010] lr: 7.500e-04, eta: 1 day, 4:40:11, time: 1.005, data_time: 0.004, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9115, loss_cls: 1.0361, loss: 1.0361, grad_norm: 6.6542 2020-10-12 17:05:30,391 - mmaction - INFO - Epoch [30][3880/5010] lr: 7.500e-04, eta: 1 day, 4:39:50, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9146, loss_cls: 0.9334, loss: 0.9334, grad_norm: 6.4867 2020-10-12 17:05:50,820 - mmaction - INFO - Epoch [30][3900/5010] lr: 7.500e-04, eta: 1 day, 4:39:30, time: 1.022, data_time: 0.003, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 1.0244, loss: 1.0244, grad_norm: 6.8885 2020-10-12 17:06:12,873 - mmaction - INFO - Epoch [30][3920/5010] lr: 7.500e-04, eta: 1 day, 4:39:11, time: 1.099, data_time: 0.004, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9000, loss_cls: 1.0829, loss: 1.0829, grad_norm: 6.7965 2020-10-12 17:06:32,711 - mmaction - INFO - Epoch [30][3940/5010] lr: 7.500e-04, eta: 1 day, 4:38:50, time: 0.995, data_time: 0.006, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9146, loss_cls: 0.9868, loss: 0.9868, grad_norm: 6.4566 2020-10-12 17:06:53,801 - mmaction - INFO - Epoch [30][3960/5010] lr: 7.500e-04, eta: 1 day, 4:38:30, time: 1.054, data_time: 0.002, memory: 10398, top1_acc: 0.7104, top5_acc: 0.8854, loss_cls: 1.1484, loss: 1.1484, grad_norm: 7.0527 2020-10-12 17:07:14,845 - mmaction - INFO - Epoch [30][3980/5010] lr: 7.500e-04, eta: 1 day, 4:38:10, time: 1.052, data_time: 0.005, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9229, loss_cls: 0.9635, loss: 0.9635, grad_norm: 6.7194 2020-10-12 17:07:34,754 - mmaction - INFO - Epoch [30][4000/5010] lr: 7.500e-04, eta: 1 day, 4:37:49, time: 0.996, data_time: 0.006, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9073, loss_cls: 0.9950, loss: 0.9950, grad_norm: 6.5756 2020-10-12 17:07:55,794 - mmaction - INFO - Epoch [30][4020/5010] lr: 7.500e-04, eta: 1 day, 4:37:30, time: 1.052, data_time: 0.002, memory: 10398, top1_acc: 0.7333, top5_acc: 0.8979, loss_cls: 1.1320, loss: 1.1320, grad_norm: 6.9325 2020-10-12 17:08:15,803 - mmaction - INFO - Epoch [30][4040/5010] lr: 7.500e-04, eta: 1 day, 4:37:09, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9104, loss_cls: 0.9949, loss: 0.9949, grad_norm: 6.4516 2020-10-12 17:08:36,038 - mmaction - INFO - Epoch [30][4060/5010] lr: 7.500e-04, eta: 1 day, 4:36:48, time: 1.015, data_time: 0.007, memory: 10398, top1_acc: 0.7260, top5_acc: 0.8958, loss_cls: 1.0717, loss: 1.0717, grad_norm: 6.5808 2020-10-12 17:08:55,591 - mmaction - INFO - Epoch [30][4080/5010] lr: 7.500e-04, eta: 1 day, 4:36:28, time: 0.978, data_time: 0.002, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9083, loss_cls: 1.0235, loss: 1.0235, grad_norm: 6.8153 2020-10-12 17:09:16,377 - mmaction - INFO - Epoch [30][4100/5010] lr: 7.500e-04, eta: 1 day, 4:36:07, time: 1.037, data_time: 0.004, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9219, loss_cls: 0.9662, loss: 0.9662, grad_norm: 6.6981 2020-10-12 17:09:35,928 - mmaction - INFO - Epoch [30][4120/5010] lr: 7.500e-04, eta: 1 day, 4:35:47, time: 0.979, data_time: 0.005, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9177, loss_cls: 0.9820, loss: 0.9820, grad_norm: 6.6524 2020-10-12 17:09:56,514 - mmaction - INFO - Epoch [30][4140/5010] lr: 7.500e-04, eta: 1 day, 4:35:26, time: 1.027, data_time: 0.005, memory: 10398, top1_acc: 0.7229, top5_acc: 0.9146, loss_cls: 1.0607, loss: 1.0607, grad_norm: 6.8363 2020-10-12 17:10:16,261 - mmaction - INFO - Epoch [30][4160/5010] lr: 7.500e-04, eta: 1 day, 4:35:06, time: 0.989, data_time: 0.006, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9063, loss_cls: 1.0207, loss: 1.0207, grad_norm: 6.6739 2020-10-12 17:10:36,676 - mmaction - INFO - Epoch [30][4180/5010] lr: 7.500e-04, eta: 1 day, 4:34:45, time: 1.021, data_time: 0.004, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9240, loss_cls: 0.9697, loss: 0.9697, grad_norm: 6.5189 2020-10-12 17:10:57,142 - mmaction - INFO - Epoch [30][4200/5010] lr: 7.500e-04, eta: 1 day, 4:34:25, time: 1.022, data_time: 0.005, memory: 10398, top1_acc: 0.7240, top5_acc: 0.9052, loss_cls: 1.0600, loss: 1.0600, grad_norm: 7.0222 2020-10-12 17:11:18,365 - mmaction - INFO - Epoch [30][4220/5010] lr: 7.500e-04, eta: 1 day, 4:34:05, time: 1.063, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9042, loss_cls: 0.9647, loss: 0.9647, grad_norm: 6.3742 2020-10-12 17:11:38,299 - mmaction - INFO - Epoch [30][4240/5010] lr: 7.500e-04, eta: 1 day, 4:33:44, time: 0.995, data_time: 0.005, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9115, loss_cls: 0.9836, loss: 0.9836, grad_norm: 6.6061 2020-10-12 17:11:58,235 - mmaction - INFO - Epoch [30][4260/5010] lr: 7.500e-04, eta: 1 day, 4:33:24, time: 0.999, data_time: 0.006, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8906, loss_cls: 1.1355, loss: 1.1355, grad_norm: 6.8995 2020-10-12 17:12:18,755 - mmaction - INFO - Epoch [30][4280/5010] lr: 7.500e-04, eta: 1 day, 4:33:04, time: 1.026, data_time: 0.002, memory: 10398, top1_acc: 0.7333, top5_acc: 0.8958, loss_cls: 1.1085, loss: 1.1085, grad_norm: 6.9940 2020-10-12 17:12:39,310 - mmaction - INFO - Epoch [30][4300/5010] lr: 7.500e-04, eta: 1 day, 4:32:43, time: 1.025, data_time: 0.005, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9031, loss_cls: 1.0347, loss: 1.0347, grad_norm: 6.6819 2020-10-12 17:12:59,425 - mmaction - INFO - Epoch [30][4320/5010] lr: 7.500e-04, eta: 1 day, 4:32:23, time: 1.008, data_time: 0.006, memory: 10398, top1_acc: 0.7198, top5_acc: 0.9010, loss_cls: 1.0934, loss: 1.0934, grad_norm: 6.7318 2020-10-12 17:13:20,036 - mmaction - INFO - Epoch [30][4340/5010] lr: 7.500e-04, eta: 1 day, 4:32:03, time: 1.029, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9115, loss_cls: 0.9581, loss: 0.9581, grad_norm: 6.4922 2020-10-12 17:13:40,141 - mmaction - INFO - Epoch [30][4360/5010] lr: 7.500e-04, eta: 1 day, 4:31:42, time: 1.007, data_time: 0.005, memory: 10398, top1_acc: 0.7177, top5_acc: 0.9010, loss_cls: 1.0832, loss: 1.0832, grad_norm: 7.0095 2020-10-12 17:13:59,940 - mmaction - INFO - Epoch [30][4380/5010] lr: 7.500e-04, eta: 1 day, 4:31:21, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.7167, top5_acc: 0.9000, loss_cls: 1.0997, loss: 1.0997, grad_norm: 6.9636 2020-10-12 17:14:20,729 - mmaction - INFO - Epoch [30][4400/5010] lr: 7.500e-04, eta: 1 day, 4:31:01, time: 1.041, data_time: 0.006, memory: 10398, top1_acc: 0.7115, top5_acc: 0.8865, loss_cls: 1.1221, loss: 1.1221, grad_norm: 6.8399 2020-10-12 17:14:42,669 - mmaction - INFO - Epoch [30][4420/5010] lr: 7.500e-04, eta: 1 day, 4:30:42, time: 1.097, data_time: 0.003, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9125, loss_cls: 0.9731, loss: 0.9731, grad_norm: 6.4209 2020-10-12 17:15:02,354 - mmaction - INFO - Epoch [30][4440/5010] lr: 7.500e-04, eta: 1 day, 4:30:21, time: 0.980, data_time: 0.005, memory: 10398, top1_acc: 0.7250, top5_acc: 0.8958, loss_cls: 1.1037, loss: 1.1037, grad_norm: 6.7532 2020-10-12 17:15:22,510 - mmaction - INFO - Epoch [30][4460/5010] lr: 7.500e-04, eta: 1 day, 4:30:01, time: 1.012, data_time: 0.006, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9229, loss_cls: 0.9732, loss: 0.9732, grad_norm: 6.4779 2020-10-12 17:15:42,886 - mmaction - INFO - Epoch [30][4480/5010] lr: 7.500e-04, eta: 1 day, 4:29:40, time: 1.019, data_time: 0.002, memory: 10398, top1_acc: 0.7042, top5_acc: 0.8854, loss_cls: 1.1121, loss: 1.1121, grad_norm: 6.9540 2020-10-12 17:16:02,845 - mmaction - INFO - Epoch [30][4500/5010] lr: 7.500e-04, eta: 1 day, 4:29:20, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9094, loss_cls: 0.9997, loss: 0.9997, grad_norm: 6.5721 2020-10-12 17:16:23,070 - mmaction - INFO - Epoch [30][4520/5010] lr: 7.500e-04, eta: 1 day, 4:28:59, time: 1.012, data_time: 0.006, memory: 10398, top1_acc: 0.7437, top5_acc: 0.8948, loss_cls: 1.0445, loss: 1.0445, grad_norm: 6.6422 2020-10-12 17:16:43,605 - mmaction - INFO - Epoch [30][4540/5010] lr: 7.500e-04, eta: 1 day, 4:28:39, time: 1.028, data_time: 0.003, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9010, loss_cls: 1.0175, loss: 1.0175, grad_norm: 6.5828 2020-10-12 17:17:03,308 - mmaction - INFO - Epoch [30][4560/5010] lr: 7.500e-04, eta: 1 day, 4:28:18, time: 0.982, data_time: 0.005, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9229, loss_cls: 0.9549, loss: 0.9549, grad_norm: 6.6522 2020-10-12 17:17:23,183 - mmaction - INFO - Epoch [30][4580/5010] lr: 7.500e-04, eta: 1 day, 4:27:57, time: 0.997, data_time: 0.007, memory: 10398, top1_acc: 0.7531, top5_acc: 0.8990, loss_cls: 1.0356, loss: 1.0356, grad_norm: 6.6089 2020-10-12 17:17:42,757 - mmaction - INFO - Epoch [30][4600/5010] lr: 7.500e-04, eta: 1 day, 4:27:36, time: 0.979, data_time: 0.002, memory: 10398, top1_acc: 0.7385, top5_acc: 0.8990, loss_cls: 1.0211, loss: 1.0211, grad_norm: 6.6528 2020-10-12 17:18:02,866 - mmaction - INFO - Epoch [30][4620/5010] lr: 7.500e-04, eta: 1 day, 4:27:16, time: 1.003, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9063, loss_cls: 1.0023, loss: 1.0023, grad_norm: 6.7630 2020-10-12 17:18:23,125 - mmaction - INFO - Epoch [30][4640/5010] lr: 7.500e-04, eta: 1 day, 4:26:55, time: 1.016, data_time: 0.006, memory: 10398, top1_acc: 0.7323, top5_acc: 0.8948, loss_cls: 1.0698, loss: 1.0698, grad_norm: 6.7388 2020-10-12 17:18:42,944 - mmaction - INFO - Epoch [30][4660/5010] lr: 7.500e-04, eta: 1 day, 4:26:35, time: 0.991, data_time: 0.002, memory: 10398, top1_acc: 0.7396, top5_acc: 0.8990, loss_cls: 1.0804, loss: 1.0804, grad_norm: 6.6377 2020-10-12 17:19:03,835 - mmaction - INFO - Epoch [30][4680/5010] lr: 7.500e-04, eta: 1 day, 4:26:15, time: 1.043, data_time: 0.005, memory: 10398, top1_acc: 0.7073, top5_acc: 0.8906, loss_cls: 1.1163, loss: 1.1163, grad_norm: 6.8464 2020-10-12 17:19:23,750 - mmaction - INFO - Epoch [30][4700/5010] lr: 7.500e-04, eta: 1 day, 4:25:54, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9156, loss_cls: 0.9792, loss: 0.9792, grad_norm: 6.3808 2020-10-12 17:19:43,424 - mmaction - INFO - Epoch [30][4720/5010] lr: 7.500e-04, eta: 1 day, 4:25:33, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.7260, top5_acc: 0.8979, loss_cls: 1.0662, loss: 1.0662, grad_norm: 6.8160 2020-10-12 17:20:03,464 - mmaction - INFO - Epoch [30][4740/5010] lr: 7.500e-04, eta: 1 day, 4:25:13, time: 1.003, data_time: 0.006, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9052, loss_cls: 0.9877, loss: 0.9877, grad_norm: 6.6105 2020-10-12 17:20:23,316 - mmaction - INFO - Epoch [30][4760/5010] lr: 7.500e-04, eta: 1 day, 4:24:52, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9135, loss_cls: 1.0089, loss: 1.0089, grad_norm: 6.6060 2020-10-12 17:20:43,791 - mmaction - INFO - Epoch [30][4780/5010] lr: 7.500e-04, eta: 1 day, 4:24:32, time: 1.024, data_time: 0.002, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9135, loss_cls: 0.9731, loss: 0.9731, grad_norm: 6.4173 2020-10-12 17:21:03,997 - mmaction - INFO - Epoch [30][4800/5010] lr: 7.500e-04, eta: 1 day, 4:24:11, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.7219, top5_acc: 0.9031, loss_cls: 1.1184, loss: 1.1184, grad_norm: 6.6697 2020-10-12 17:21:23,958 - mmaction - INFO - Epoch [30][4820/5010] lr: 7.500e-04, eta: 1 day, 4:23:50, time: 1.001, data_time: 0.007, memory: 10398, top1_acc: 0.7187, top5_acc: 0.8906, loss_cls: 1.0980, loss: 1.0980, grad_norm: 6.8967 2020-10-12 17:21:44,123 - mmaction - INFO - Epoch [30][4840/5010] lr: 7.500e-04, eta: 1 day, 4:23:30, time: 1.008, data_time: 0.002, memory: 10398, top1_acc: 0.7396, top5_acc: 0.8990, loss_cls: 0.9937, loss: 0.9937, grad_norm: 6.3355 2020-10-12 17:22:03,942 - mmaction - INFO - Epoch [30][4860/5010] lr: 7.500e-04, eta: 1 day, 4:23:09, time: 0.987, data_time: 0.005, memory: 10398, top1_acc: 0.7135, top5_acc: 0.8937, loss_cls: 1.1494, loss: 1.1494, grad_norm: 6.9875 2020-10-12 17:22:23,868 - mmaction - INFO - Epoch [30][4880/5010] lr: 7.500e-04, eta: 1 day, 4:22:49, time: 0.999, data_time: 0.007, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9229, loss_cls: 0.9178, loss: 0.9178, grad_norm: 6.1540 2020-10-12 17:22:43,883 - mmaction - INFO - Epoch [30][4900/5010] lr: 7.500e-04, eta: 1 day, 4:22:28, time: 1.002, data_time: 0.003, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9073, loss_cls: 1.0454, loss: 1.0454, grad_norm: 6.9190 2020-10-12 17:23:03,963 - mmaction - INFO - Epoch [30][4920/5010] lr: 7.500e-04, eta: 1 day, 4:22:07, time: 1.002, data_time: 0.002, memory: 10398, top1_acc: 0.7187, top5_acc: 0.8958, loss_cls: 1.1253, loss: 1.1253, grad_norm: 7.0729 2020-10-12 17:23:23,670 - mmaction - INFO - Epoch [30][4940/5010] lr: 7.500e-04, eta: 1 day, 4:21:47, time: 0.988, data_time: 0.004, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9073, loss_cls: 1.0014, loss: 1.0014, grad_norm: 6.6871 2020-10-12 17:23:43,456 - mmaction - INFO - Epoch [30][4960/5010] lr: 7.500e-04, eta: 1 day, 4:21:26, time: 0.989, data_time: 0.002, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9063, loss_cls: 1.0208, loss: 1.0208, grad_norm: 6.6865 2020-10-12 17:24:03,343 - mmaction - INFO - Epoch [30][4980/5010] lr: 7.500e-04, eta: 1 day, 4:21:05, time: 0.993, data_time: 0.004, memory: 10398, top1_acc: 0.7208, top5_acc: 0.8990, loss_cls: 1.0771, loss: 1.0771, grad_norm: 6.9782 2020-10-12 17:24:23,293 - mmaction - INFO - Epoch [30][5000/5010] lr: 7.500e-04, eta: 1 day, 4:20:45, time: 0.999, data_time: 0.006, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9135, loss_cls: 1.0215, loss: 1.0215, grad_norm: 6.8593 2020-10-12 17:24:33,389 - mmaction - INFO - Saving checkpoint at 30 epochs 2020-10-12 17:25:04,293 - mmaction - INFO - Epoch [31][20/5010] lr: 7.500e-04, eta: 1 day, 4:20:13, time: 1.471, data_time: 0.605, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9042, loss_cls: 1.0383, loss: 1.0383, grad_norm: 6.6870 2020-10-12 17:25:22,539 - mmaction - INFO - Epoch [31][40/5010] lr: 7.500e-04, eta: 1 day, 4:19:51, time: 0.912, data_time: 0.002, memory: 10398, top1_acc: 0.7219, top5_acc: 0.9000, loss_cls: 1.0887, loss: 1.0887, grad_norm: 6.7070 2020-10-12 17:25:42,971 - mmaction - INFO - Epoch [31][60/5010] lr: 7.500e-04, eta: 1 day, 4:19:31, time: 1.022, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9021, loss_cls: 0.9828, loss: 0.9828, grad_norm: 6.4035 2020-10-12 17:26:02,650 - mmaction - INFO - Epoch [31][80/5010] lr: 7.500e-04, eta: 1 day, 4:19:10, time: 0.982, data_time: 0.005, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9135, loss_cls: 1.0076, loss: 1.0076, grad_norm: 6.6200 2020-10-12 17:26:22,336 - mmaction - INFO - Epoch [31][100/5010] lr: 7.500e-04, eta: 1 day, 4:18:50, time: 0.986, data_time: 0.005, memory: 10398, top1_acc: 0.7177, top5_acc: 0.9052, loss_cls: 1.0660, loss: 1.0660, grad_norm: 6.9315 2020-10-12 17:26:42,929 - mmaction - INFO - Epoch [31][120/5010] lr: 7.500e-04, eta: 1 day, 4:18:29, time: 1.029, data_time: 0.002, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9042, loss_cls: 1.0172, loss: 1.0172, grad_norm: 6.6010 2020-10-12 17:27:03,149 - mmaction - INFO - Epoch [31][140/5010] lr: 7.500e-04, eta: 1 day, 4:18:09, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9208, loss_cls: 0.9264, loss: 0.9264, grad_norm: 6.6346 2020-10-12 17:27:24,075 - mmaction - INFO - Epoch [31][160/5010] lr: 7.500e-04, eta: 1 day, 4:17:49, time: 1.048, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9010, loss_cls: 1.0171, loss: 1.0171, grad_norm: 6.3511 2020-10-12 17:27:43,372 - mmaction - INFO - Epoch [31][180/5010] lr: 7.500e-04, eta: 1 day, 4:17:28, time: 0.965, data_time: 0.003, memory: 10398, top1_acc: 0.7292, top5_acc: 0.8938, loss_cls: 1.0665, loss: 1.0665, grad_norm: 6.6668 2020-10-12 17:28:04,815 - mmaction - INFO - Epoch [31][200/5010] lr: 7.500e-04, eta: 1 day, 4:17:08, time: 1.069, data_time: 0.004, memory: 10398, top1_acc: 0.7313, top5_acc: 0.9021, loss_cls: 1.0754, loss: 1.0754, grad_norm: 6.6561 2020-10-12 17:28:23,731 - mmaction - INFO - Epoch [31][220/5010] lr: 7.500e-04, eta: 1 day, 4:16:47, time: 0.949, data_time: 0.006, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9063, loss_cls: 1.0250, loss: 1.0250, grad_norm: 6.4460 2020-10-12 17:28:44,634 - mmaction - INFO - Epoch [31][240/5010] lr: 7.500e-04, eta: 1 day, 4:16:27, time: 1.045, data_time: 0.002, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9042, loss_cls: 1.0538, loss: 1.0538, grad_norm: 6.6858 2020-10-12 17:29:05,544 - mmaction - INFO - Epoch [31][260/5010] lr: 7.500e-04, eta: 1 day, 4:16:07, time: 1.044, data_time: 0.004, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9146, loss_cls: 0.9992, loss: 0.9992, grad_norm: 6.6215 2020-10-12 17:29:26,175 - mmaction - INFO - Epoch [31][280/5010] lr: 7.500e-04, eta: 1 day, 4:15:47, time: 1.033, data_time: 0.005, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9260, loss_cls: 0.9542, loss: 0.9542, grad_norm: 6.6893 2020-10-12 17:29:46,851 - mmaction - INFO - Epoch [31][300/5010] lr: 7.500e-04, eta: 1 day, 4:15:26, time: 1.034, data_time: 0.002, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9073, loss_cls: 0.9675, loss: 0.9675, grad_norm: 6.4512 2020-10-12 17:30:06,405 - mmaction - INFO - Epoch [31][320/5010] lr: 7.500e-04, eta: 1 day, 4:15:06, time: 0.977, data_time: 0.006, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9156, loss_cls: 0.9974, loss: 0.9974, grad_norm: 6.7412 2020-10-12 17:30:26,855 - mmaction - INFO - Epoch [31][340/5010] lr: 7.500e-04, eta: 1 day, 4:14:45, time: 1.023, data_time: 0.004, memory: 10398, top1_acc: 0.7385, top5_acc: 0.8958, loss_cls: 1.0622, loss: 1.0622, grad_norm: 6.7702 2020-10-12 17:30:46,318 - mmaction - INFO - Epoch [31][360/5010] lr: 7.500e-04, eta: 1 day, 4:14:24, time: 0.973, data_time: 0.002, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9146, loss_cls: 0.9800, loss: 0.9800, grad_norm: 6.4744 2020-10-12 17:31:06,419 - mmaction - INFO - Epoch [31][380/5010] lr: 7.500e-04, eta: 1 day, 4:14:04, time: 1.003, data_time: 0.004, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9208, loss_cls: 0.9850, loss: 0.9850, grad_norm: 6.4792 2020-10-12 17:31:26,590 - mmaction - INFO - Epoch [31][400/5010] lr: 7.500e-04, eta: 1 day, 4:13:43, time: 1.010, data_time: 0.006, memory: 10398, top1_acc: 0.7312, top5_acc: 0.8927, loss_cls: 1.0676, loss: 1.0676, grad_norm: 6.8805 2020-10-12 17:31:46,324 - mmaction - INFO - Epoch [31][420/5010] lr: 7.500e-04, eta: 1 day, 4:13:22, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9229, loss_cls: 0.9892, loss: 0.9892, grad_norm: 6.6340 2020-10-12 17:32:06,329 - mmaction - INFO - Epoch [31][440/5010] lr: 7.500e-04, eta: 1 day, 4:13:02, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9062, loss_cls: 0.9955, loss: 0.9955, grad_norm: 6.6862 2020-10-12 17:32:25,896 - mmaction - INFO - Epoch [31][460/5010] lr: 7.500e-04, eta: 1 day, 4:12:41, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9135, loss_cls: 0.9519, loss: 0.9519, grad_norm: 6.4559 2020-10-12 17:32:46,089 - mmaction - INFO - Epoch [31][480/5010] lr: 7.500e-04, eta: 1 day, 4:12:20, time: 1.010, data_time: 0.002, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9156, loss_cls: 0.9693, loss: 0.9693, grad_norm: 6.5562 2020-10-12 17:33:05,942 - mmaction - INFO - Epoch [31][500/5010] lr: 7.500e-04, eta: 1 day, 4:12:00, time: 0.993, data_time: 0.006, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9187, loss_cls: 0.9575, loss: 0.9575, grad_norm: 6.4705 2020-10-12 17:33:25,678 - mmaction - INFO - Epoch [31][520/5010] lr: 7.500e-04, eta: 1 day, 4:11:39, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9167, loss_cls: 0.9104, loss: 0.9104, grad_norm: 6.1536 2020-10-12 17:33:45,745 - mmaction - INFO - Epoch [31][540/5010] lr: 7.500e-04, eta: 1 day, 4:11:18, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.7260, top5_acc: 0.9135, loss_cls: 1.0586, loss: 1.0586, grad_norm: 6.9487 2020-10-12 17:34:05,985 - mmaction - INFO - Epoch [31][560/5010] lr: 7.500e-04, eta: 1 day, 4:10:58, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9271, loss_cls: 0.9218, loss: 0.9218, grad_norm: 6.3312 2020-10-12 17:34:25,597 - mmaction - INFO - Epoch [31][580/5010] lr: 7.500e-04, eta: 1 day, 4:10:37, time: 0.984, data_time: 0.006, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9146, loss_cls: 1.0138, loss: 1.0138, grad_norm: 6.5668 2020-10-12 17:34:46,089 - mmaction - INFO - Epoch [31][600/5010] lr: 7.500e-04, eta: 1 day, 4:10:17, time: 1.025, data_time: 0.002, memory: 10398, top1_acc: 0.7490, top5_acc: 0.8969, loss_cls: 1.0299, loss: 1.0299, grad_norm: 6.6382 2020-10-12 17:35:06,911 - mmaction - INFO - Epoch [31][620/5010] lr: 7.500e-04, eta: 1 day, 4:09:57, time: 1.041, data_time: 0.006, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9104, loss_cls: 1.0136, loss: 1.0136, grad_norm: 6.7594 2020-10-12 17:35:26,873 - mmaction - INFO - Epoch [31][640/5010] lr: 7.500e-04, eta: 1 day, 4:09:36, time: 0.998, data_time: 0.002, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9031, loss_cls: 1.0167, loss: 1.0167, grad_norm: 6.6410 2020-10-12 17:35:48,312 - mmaction - INFO - Epoch [31][660/5010] lr: 7.500e-04, eta: 1 day, 4:09:16, time: 1.068, data_time: 0.002, memory: 10398, top1_acc: 0.7208, top5_acc: 0.9073, loss_cls: 1.0361, loss: 1.0361, grad_norm: 6.8382 2020-10-12 17:36:08,291 - mmaction - INFO - Epoch [31][680/5010] lr: 7.500e-04, eta: 1 day, 4:08:56, time: 0.999, data_time: 0.008, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9135, loss_cls: 1.0322, loss: 1.0322, grad_norm: 6.7520 2020-10-12 17:36:28,651 - mmaction - INFO - Epoch [31][700/5010] lr: 7.500e-04, eta: 1 day, 4:08:35, time: 1.022, data_time: 0.008, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9104, loss_cls: 0.9810, loss: 0.9810, grad_norm: 6.6805 2020-10-12 17:36:48,258 - mmaction - INFO - Epoch [31][720/5010] lr: 7.500e-04, eta: 1 day, 4:08:15, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9094, loss_cls: 1.0014, loss: 1.0014, grad_norm: 6.5115 2020-10-12 17:37:09,385 - mmaction - INFO - Epoch [31][740/5010] lr: 7.500e-04, eta: 1 day, 4:07:55, time: 1.055, data_time: 0.005, memory: 10398, top1_acc: 0.7417, top5_acc: 0.8979, loss_cls: 1.0683, loss: 1.0683, grad_norm: 6.6894 2020-10-12 17:37:28,670 - mmaction - INFO - Epoch [31][760/5010] lr: 7.500e-04, eta: 1 day, 4:07:34, time: 0.966, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9010, loss_cls: 1.0354, loss: 1.0354, grad_norm: 6.8906 2020-10-12 17:37:48,652 - mmaction - INFO - Epoch [31][780/5010] lr: 7.500e-04, eta: 1 day, 4:07:13, time: 0.999, data_time: 0.002, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9115, loss_cls: 1.0434, loss: 1.0434, grad_norm: 6.8879 2020-10-12 17:38:09,229 - mmaction - INFO - Epoch [31][800/5010] lr: 7.500e-04, eta: 1 day, 4:06:53, time: 1.026, data_time: 0.005, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9156, loss_cls: 0.9152, loss: 0.9152, grad_norm: 6.4502 2020-10-12 17:38:29,119 - mmaction - INFO - Epoch [31][820/5010] lr: 7.500e-04, eta: 1 day, 4:06:32, time: 0.997, data_time: 0.007, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9156, loss_cls: 1.0148, loss: 1.0148, grad_norm: 6.7307 2020-10-12 17:38:49,616 - mmaction - INFO - Epoch [31][840/5010] lr: 7.500e-04, eta: 1 day, 4:06:12, time: 1.025, data_time: 0.002, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9042, loss_cls: 0.9957, loss: 0.9957, grad_norm: 6.4727 2020-10-12 17:39:10,978 - mmaction - INFO - Epoch [31][860/5010] lr: 7.500e-04, eta: 1 day, 4:05:52, time: 1.067, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9052, loss_cls: 1.0296, loss: 1.0296, grad_norm: 6.5733 2020-10-12 17:39:30,660 - mmaction - INFO - Epoch [31][880/5010] lr: 7.500e-04, eta: 1 day, 4:05:31, time: 0.986, data_time: 0.006, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9198, loss_cls: 0.9558, loss: 0.9558, grad_norm: 6.7438 2020-10-12 17:39:50,707 - mmaction - INFO - Epoch [31][900/5010] lr: 7.500e-04, eta: 1 day, 4:05:11, time: 1.002, data_time: 0.002, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9115, loss_cls: 0.9494, loss: 0.9494, grad_norm: 6.6454 2020-10-12 17:40:11,797 - mmaction - INFO - Epoch [31][920/5010] lr: 7.500e-04, eta: 1 day, 4:04:51, time: 1.046, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9156, loss_cls: 0.9716, loss: 0.9716, grad_norm: 6.8953 2020-10-12 17:40:31,277 - mmaction - INFO - Epoch [31][940/5010] lr: 7.500e-04, eta: 1 day, 4:04:30, time: 0.983, data_time: 0.013, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9219, loss_cls: 0.9515, loss: 0.9515, grad_norm: 6.2715 2020-10-12 17:40:51,479 - mmaction - INFO - Epoch [31][960/5010] lr: 7.500e-04, eta: 1 day, 4:04:09, time: 1.010, data_time: 0.002, memory: 10398, top1_acc: 0.7646, top5_acc: 0.8979, loss_cls: 0.9147, loss: 0.9147, grad_norm: 6.3553 2020-10-12 17:41:11,293 - mmaction - INFO - Epoch [31][980/5010] lr: 7.500e-04, eta: 1 day, 4:03:49, time: 0.989, data_time: 0.004, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9260, loss_cls: 0.9428, loss: 0.9428, grad_norm: 6.5415 2020-10-12 17:41:30,873 - mmaction - INFO - Epoch [31][1000/5010] lr: 7.500e-04, eta: 1 day, 4:03:28, time: 0.981, data_time: 0.007, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9115, loss_cls: 1.0105, loss: 1.0105, grad_norm: 6.6564 2020-10-12 17:41:51,450 - mmaction - INFO - Epoch [31][1020/5010] lr: 7.500e-04, eta: 1 day, 4:03:08, time: 1.029, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9313, loss_cls: 0.9077, loss: 0.9077, grad_norm: 6.4902 2020-10-12 17:42:11,788 - mmaction - INFO - Epoch [31][1040/5010] lr: 7.500e-04, eta: 1 day, 4:02:47, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9125, loss_cls: 0.9764, loss: 0.9764, grad_norm: 6.8527 2020-10-12 17:42:31,489 - mmaction - INFO - Epoch [31][1060/5010] lr: 7.500e-04, eta: 1 day, 4:02:26, time: 0.982, data_time: 0.002, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9104, loss_cls: 1.0579, loss: 1.0579, grad_norm: 6.9384 2020-10-12 17:42:53,357 - mmaction - INFO - Epoch [31][1080/5010] lr: 7.500e-04, eta: 1 day, 4:02:07, time: 1.095, data_time: 0.007, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9094, loss_cls: 0.9831, loss: 0.9831, grad_norm: 6.4784 2020-10-12 17:43:12,745 - mmaction - INFO - Epoch [31][1100/5010] lr: 7.500e-04, eta: 1 day, 4:01:46, time: 0.968, data_time: 0.003, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9240, loss_cls: 0.9634, loss: 0.9634, grad_norm: 6.7186 2020-10-12 17:43:32,552 - mmaction - INFO - Epoch [31][1120/5010] lr: 7.500e-04, eta: 1 day, 4:01:25, time: 0.993, data_time: 0.006, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9000, loss_cls: 1.0505, loss: 1.0505, grad_norm: 6.7987 2020-10-12 17:43:52,550 - mmaction - INFO - Epoch [31][1140/5010] lr: 7.500e-04, eta: 1 day, 4:01:05, time: 0.998, data_time: 0.002, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9063, loss_cls: 1.0810, loss: 1.0810, grad_norm: 6.8772 2020-10-12 17:44:13,475 - mmaction - INFO - Epoch [31][1160/5010] lr: 7.500e-04, eta: 1 day, 4:00:45, time: 1.048, data_time: 0.007, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9188, loss_cls: 1.0336, loss: 1.0336, grad_norm: 7.0882 2020-10-12 17:44:33,507 - mmaction - INFO - Epoch [31][1180/5010] lr: 7.500e-04, eta: 1 day, 4:00:24, time: 1.000, data_time: 0.006, memory: 10398, top1_acc: 0.7281, top5_acc: 0.8958, loss_cls: 1.0820, loss: 1.0820, grad_norm: 6.9449 2020-10-12 17:44:54,106 - mmaction - INFO - Epoch [31][1200/5010] lr: 7.500e-04, eta: 1 day, 4:00:04, time: 1.031, data_time: 0.003, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9198, loss_cls: 0.9241, loss: 0.9241, grad_norm: 6.5155 2020-10-12 17:45:13,772 - mmaction - INFO - Epoch [31][1220/5010] lr: 7.500e-04, eta: 1 day, 3:59:43, time: 0.982, data_time: 0.006, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9073, loss_cls: 0.9842, loss: 0.9842, grad_norm: 6.6126 2020-10-12 17:45:33,581 - mmaction - INFO - Epoch [31][1240/5010] lr: 7.500e-04, eta: 1 day, 3:59:22, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9021, loss_cls: 1.0197, loss: 1.0197, grad_norm: 6.6981 2020-10-12 17:45:54,015 - mmaction - INFO - Epoch [31][1260/5010] lr: 7.500e-04, eta: 1 day, 3:59:02, time: 1.021, data_time: 0.002, memory: 10398, top1_acc: 0.7323, top5_acc: 0.8979, loss_cls: 1.0659, loss: 1.0659, grad_norm: 6.7238 2020-10-12 17:46:13,633 - mmaction - INFO - Epoch [31][1280/5010] lr: 7.500e-04, eta: 1 day, 3:58:41, time: 0.979, data_time: 0.006, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9281, loss_cls: 0.9081, loss: 0.9081, grad_norm: 6.3904 2020-10-12 17:46:34,732 - mmaction - INFO - Epoch [31][1300/5010] lr: 7.500e-04, eta: 1 day, 3:58:21, time: 1.057, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9135, loss_cls: 0.9855, loss: 0.9855, grad_norm: 6.3928 2020-10-12 17:46:54,534 - mmaction - INFO - Epoch [31][1320/5010] lr: 7.500e-04, eta: 1 day, 3:58:01, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9198, loss_cls: 0.9415, loss: 0.9415, grad_norm: 6.6289 2020-10-12 17:47:14,958 - mmaction - INFO - Epoch [31][1340/5010] lr: 7.500e-04, eta: 1 day, 3:57:40, time: 1.019, data_time: 0.005, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9198, loss_cls: 1.0048, loss: 1.0048, grad_norm: 6.7958 2020-10-12 17:47:36,905 - mmaction - INFO - Epoch [31][1360/5010] lr: 7.500e-04, eta: 1 day, 3:57:21, time: 1.097, data_time: 0.007, memory: 10398, top1_acc: 0.7437, top5_acc: 0.9115, loss_cls: 0.9758, loss: 0.9758, grad_norm: 6.7828 2020-10-12 17:47:55,845 - mmaction - INFO - Epoch [31][1380/5010] lr: 7.500e-04, eta: 1 day, 3:57:00, time: 0.949, data_time: 0.005, memory: 10398, top1_acc: 0.7135, top5_acc: 0.9010, loss_cls: 1.1133, loss: 1.1133, grad_norm: 7.0036 2020-10-12 17:48:16,824 - mmaction - INFO - Epoch [31][1400/5010] lr: 7.500e-04, eta: 1 day, 3:56:40, time: 1.047, data_time: 0.004, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9021, loss_cls: 1.0496, loss: 1.0496, grad_norm: 6.5739 2020-10-12 17:48:36,809 - mmaction - INFO - Epoch [31][1420/5010] lr: 7.500e-04, eta: 1 day, 3:56:19, time: 1.001, data_time: 0.007, memory: 10398, top1_acc: 0.7313, top5_acc: 0.9094, loss_cls: 1.0143, loss: 1.0143, grad_norm: 6.6815 2020-10-12 17:48:58,541 - mmaction - INFO - Epoch [31][1440/5010] lr: 7.500e-04, eta: 1 day, 3:56:00, time: 1.085, data_time: 0.005, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9021, loss_cls: 1.0564, loss: 1.0564, grad_norm: 6.7380 2020-10-12 17:49:18,396 - mmaction - INFO - Epoch [31][1460/5010] lr: 7.500e-04, eta: 1 day, 3:55:39, time: 0.995, data_time: 0.006, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9094, loss_cls: 1.0400, loss: 1.0400, grad_norm: 6.9269 2020-10-12 17:49:38,846 - mmaction - INFO - Epoch [31][1480/5010] lr: 7.500e-04, eta: 1 day, 3:55:19, time: 1.019, data_time: 0.005, memory: 10398, top1_acc: 0.7437, top5_acc: 0.9104, loss_cls: 1.0280, loss: 1.0280, grad_norm: 6.9262 2020-10-12 17:49:59,541 - mmaction - INFO - Epoch [31][1500/5010] lr: 7.500e-04, eta: 1 day, 3:54:58, time: 1.038, data_time: 0.007, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9104, loss_cls: 0.9644, loss: 0.9644, grad_norm: 6.3751 2020-10-12 17:50:19,962 - mmaction - INFO - Epoch [31][1520/5010] lr: 7.500e-04, eta: 1 day, 3:54:38, time: 1.018, data_time: 0.005, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9125, loss_cls: 1.0130, loss: 1.0130, grad_norm: 6.5922 2020-10-12 17:50:39,442 - mmaction - INFO - Epoch [31][1540/5010] lr: 7.500e-04, eta: 1 day, 3:54:17, time: 0.977, data_time: 0.007, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9063, loss_cls: 1.0583, loss: 1.0583, grad_norm: 6.7522 2020-10-12 17:51:00,046 - mmaction - INFO - Epoch [31][1560/5010] lr: 7.500e-04, eta: 1 day, 3:53:57, time: 1.028, data_time: 0.005, memory: 10398, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0897, loss: 1.0897, grad_norm: 6.9137 2020-10-12 17:51:20,952 - mmaction - INFO - Epoch [31][1580/5010] lr: 7.500e-04, eta: 1 day, 3:53:37, time: 1.047, data_time: 0.006, memory: 10398, top1_acc: 0.7292, top5_acc: 0.8896, loss_cls: 1.0824, loss: 1.0824, grad_norm: 6.7909 2020-10-12 17:51:40,182 - mmaction - INFO - Epoch [31][1600/5010] lr: 7.500e-04, eta: 1 day, 3:53:16, time: 0.962, data_time: 0.004, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9094, loss_cls: 0.9734, loss: 0.9734, grad_norm: 6.5369 2020-10-12 17:52:00,489 - mmaction - INFO - Epoch [31][1620/5010] lr: 7.500e-04, eta: 1 day, 3:52:55, time: 1.013, data_time: 0.004, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9135, loss_cls: 0.9808, loss: 0.9808, grad_norm: 6.7622 2020-10-12 17:52:22,747 - mmaction - INFO - Epoch [31][1640/5010] lr: 7.500e-04, eta: 1 day, 3:52:36, time: 1.114, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9063, loss_cls: 1.0335, loss: 1.0335, grad_norm: 6.6731 2020-10-12 17:52:42,927 - mmaction - INFO - Epoch [31][1660/5010] lr: 7.500e-04, eta: 1 day, 3:52:16, time: 1.009, data_time: 0.002, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9115, loss_cls: 0.9671, loss: 0.9671, grad_norm: 6.7609 2020-10-12 17:53:02,755 - mmaction - INFO - Epoch [31][1680/5010] lr: 7.500e-04, eta: 1 day, 3:51:55, time: 0.990, data_time: 0.005, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9260, loss_cls: 0.9097, loss: 0.9097, grad_norm: 6.1377 2020-10-12 17:53:23,173 - mmaction - INFO - Epoch [31][1700/5010] lr: 7.500e-04, eta: 1 day, 3:51:35, time: 1.022, data_time: 0.003, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9271, loss_cls: 0.9287, loss: 0.9287, grad_norm: 6.5279 2020-10-12 17:53:43,380 - mmaction - INFO - Epoch [31][1720/5010] lr: 7.500e-04, eta: 1 day, 3:51:14, time: 1.010, data_time: 0.002, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9156, loss_cls: 0.9960, loss: 0.9960, grad_norm: 6.7445 2020-10-12 17:54:04,176 - mmaction - INFO - Epoch [31][1740/5010] lr: 7.500e-04, eta: 1 day, 3:50:54, time: 1.037, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9167, loss_cls: 0.9260, loss: 0.9260, grad_norm: 6.6221 2020-10-12 17:54:24,830 - mmaction - INFO - Epoch [31][1760/5010] lr: 7.500e-04, eta: 1 day, 3:50:34, time: 1.035, data_time: 0.006, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9240, loss_cls: 0.9257, loss: 0.9257, grad_norm: 6.6429 2020-10-12 17:54:44,708 - mmaction - INFO - Epoch [31][1780/5010] lr: 7.500e-04, eta: 1 day, 3:50:13, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.7417, top5_acc: 0.8979, loss_cls: 1.0533, loss: 1.0533, grad_norm: 6.5076 2020-10-12 17:55:06,680 - mmaction - INFO - Epoch [31][1800/5010] lr: 7.500e-04, eta: 1 day, 3:49:54, time: 1.090, data_time: 0.004, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9135, loss_cls: 1.0190, loss: 1.0190, grad_norm: 6.9675 2020-10-12 17:55:26,009 - mmaction - INFO - Epoch [31][1820/5010] lr: 7.500e-04, eta: 1 day, 3:49:33, time: 0.975, data_time: 0.010, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9021, loss_cls: 1.0468, loss: 1.0468, grad_norm: 6.6326 2020-10-12 17:55:46,192 - mmaction - INFO - Epoch [31][1840/5010] lr: 7.500e-04, eta: 1 day, 3:49:13, time: 1.009, data_time: 0.002, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9156, loss_cls: 0.9871, loss: 0.9871, grad_norm: 6.6789 2020-10-12 17:56:06,597 - mmaction - INFO - Epoch [31][1860/5010] lr: 7.500e-04, eta: 1 day, 3:48:52, time: 1.018, data_time: 0.004, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9104, loss_cls: 1.0165, loss: 1.0165, grad_norm: 6.7814 2020-10-12 17:56:27,122 - mmaction - INFO - Epoch [31][1880/5010] lr: 7.500e-04, eta: 1 day, 3:48:32, time: 1.028, data_time: 0.005, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9052, loss_cls: 1.0500, loss: 1.0500, grad_norm: 6.6567 2020-10-12 17:56:47,516 - mmaction - INFO - Epoch [31][1900/5010] lr: 7.500e-04, eta: 1 day, 3:48:12, time: 1.020, data_time: 0.002, memory: 10398, top1_acc: 0.7437, top5_acc: 0.9156, loss_cls: 1.0024, loss: 1.0024, grad_norm: 6.6184 2020-10-12 17:57:07,860 - mmaction - INFO - Epoch [31][1920/5010] lr: 7.500e-04, eta: 1 day, 3:47:51, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9094, loss_cls: 1.0569, loss: 1.0569, grad_norm: 6.7830 2020-10-12 17:57:28,019 - mmaction - INFO - Epoch [31][1940/5010] lr: 7.500e-04, eta: 1 day, 3:47:31, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9229, loss_cls: 0.9649, loss: 0.9649, grad_norm: 6.7977 2020-10-12 17:57:48,291 - mmaction - INFO - Epoch [31][1960/5010] lr: 7.500e-04, eta: 1 day, 3:47:10, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9073, loss_cls: 1.0158, loss: 1.0158, grad_norm: 6.8688 2020-10-12 17:58:09,587 - mmaction - INFO - Epoch [31][1980/5010] lr: 7.500e-04, eta: 1 day, 3:46:51, time: 1.063, data_time: 0.005, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9177, loss_cls: 0.9936, loss: 0.9936, grad_norm: 6.6873 2020-10-12 17:58:29,405 - mmaction - INFO - Epoch [31][2000/5010] lr: 7.500e-04, eta: 1 day, 3:46:30, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9135, loss_cls: 0.9748, loss: 0.9748, grad_norm: 6.5467 2020-10-12 17:58:50,045 - mmaction - INFO - Epoch [31][2020/5010] lr: 7.500e-04, eta: 1 day, 3:46:10, time: 1.032, data_time: 0.002, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9073, loss_cls: 0.9984, loss: 0.9984, grad_norm: 6.5080 2020-10-12 17:59:10,510 - mmaction - INFO - Epoch [31][2040/5010] lr: 7.500e-04, eta: 1 day, 3:45:49, time: 1.022, data_time: 0.005, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9146, loss_cls: 0.8930, loss: 0.8930, grad_norm: 6.7150 2020-10-12 17:59:30,372 - mmaction - INFO - Epoch [31][2060/5010] lr: 7.500e-04, eta: 1 day, 3:45:29, time: 0.995, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.8979, loss_cls: 1.0123, loss: 1.0123, grad_norm: 6.6957 2020-10-12 17:59:51,928 - mmaction - INFO - Epoch [31][2080/5010] lr: 7.500e-04, eta: 1 day, 3:45:09, time: 1.078, data_time: 0.002, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9094, loss_cls: 1.0117, loss: 1.0117, grad_norm: 6.6939 2020-10-12 18:00:24,912 - mmaction - INFO - Epoch [31][2100/5010] lr: 7.500e-04, eta: 1 day, 3:44:57, time: 1.635, data_time: 0.003, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9073, loss_cls: 1.0360, loss: 1.0360, grad_norm: 7.0217 2020-10-12 18:00:42,283 - mmaction - INFO - Epoch [31][2120/5010] lr: 7.500e-04, eta: 1 day, 3:44:35, time: 0.883, data_time: 0.026, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9073, loss_cls: 1.0495, loss: 1.0495, grad_norm: 6.8379 2020-10-12 18:01:01,094 - mmaction - INFO - Epoch [31][2140/5010] lr: 7.500e-04, eta: 1 day, 3:44:13, time: 0.938, data_time: 0.005, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9000, loss_cls: 1.0512, loss: 1.0512, grad_norm: 6.6116 2020-10-12 18:01:21,814 - mmaction - INFO - Epoch [31][2160/5010] lr: 7.500e-04, eta: 1 day, 3:43:53, time: 1.037, data_time: 0.007, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9135, loss_cls: 1.0308, loss: 1.0308, grad_norm: 6.7391 2020-10-12 18:01:41,538 - mmaction - INFO - Epoch [31][2180/5010] lr: 7.500e-04, eta: 1 day, 3:43:32, time: 0.988, data_time: 0.003, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9000, loss_cls: 0.9767, loss: 0.9767, grad_norm: 6.5346 2020-10-12 18:02:02,462 - mmaction - INFO - Epoch [31][2200/5010] lr: 7.500e-04, eta: 1 day, 3:43:12, time: 1.043, data_time: 0.005, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9115, loss_cls: 0.9333, loss: 0.9333, grad_norm: 6.2569 2020-10-12 18:02:22,571 - mmaction - INFO - Epoch [31][2220/5010] lr: 7.500e-04, eta: 1 day, 3:42:52, time: 1.009, data_time: 0.007, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9156, loss_cls: 0.9640, loss: 0.9640, grad_norm: 6.5445 2020-10-12 18:02:42,635 - mmaction - INFO - Epoch [31][2240/5010] lr: 7.500e-04, eta: 1 day, 3:42:31, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9062, loss_cls: 1.0157, loss: 1.0157, grad_norm: 6.7136 2020-10-12 18:03:03,366 - mmaction - INFO - Epoch [31][2260/5010] lr: 7.500e-04, eta: 1 day, 3:42:11, time: 1.037, data_time: 0.004, memory: 10398, top1_acc: 0.7260, top5_acc: 0.9135, loss_cls: 1.0083, loss: 1.0083, grad_norm: 6.6435 2020-10-12 18:03:22,937 - mmaction - INFO - Epoch [31][2280/5010] lr: 7.500e-04, eta: 1 day, 3:41:50, time: 0.978, data_time: 0.003, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9031, loss_cls: 1.0120, loss: 1.0120, grad_norm: 6.5826 2020-10-12 18:03:43,045 - mmaction - INFO - Epoch [31][2300/5010] lr: 7.500e-04, eta: 1 day, 3:41:30, time: 1.006, data_time: 0.003, memory: 10398, top1_acc: 0.7062, top5_acc: 0.8938, loss_cls: 1.1097, loss: 1.1097, grad_norm: 7.1378 2020-10-12 18:04:03,369 - mmaction - INFO - Epoch [31][2320/5010] lr: 7.500e-04, eta: 1 day, 3:41:09, time: 1.014, data_time: 0.004, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9073, loss_cls: 1.0174, loss: 1.0174, grad_norm: 6.7475 2020-10-12 18:04:23,565 - mmaction - INFO - Epoch [31][2340/5010] lr: 7.500e-04, eta: 1 day, 3:40:49, time: 1.011, data_time: 0.005, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9104, loss_cls: 1.0468, loss: 1.0468, grad_norm: 6.8462 2020-10-12 18:04:44,211 - mmaction - INFO - Epoch [31][2360/5010] lr: 7.500e-04, eta: 1 day, 3:40:29, time: 1.032, data_time: 0.002, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9094, loss_cls: 1.0090, loss: 1.0090, grad_norm: 6.6931 2020-10-12 18:05:04,144 - mmaction - INFO - Epoch [31][2380/5010] lr: 7.500e-04, eta: 1 day, 3:40:08, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9104, loss_cls: 1.0129, loss: 1.0129, grad_norm: 6.7979 2020-10-12 18:05:24,619 - mmaction - INFO - Epoch [31][2400/5010] lr: 7.500e-04, eta: 1 day, 3:39:48, time: 1.023, data_time: 0.002, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9156, loss_cls: 0.9351, loss: 0.9351, grad_norm: 6.6017 2020-10-12 18:05:45,088 - mmaction - INFO - Epoch [31][2420/5010] lr: 7.500e-04, eta: 1 day, 3:39:27, time: 1.024, data_time: 0.002, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9010, loss_cls: 1.0546, loss: 1.0546, grad_norm: 6.8354 2020-10-12 18:06:04,586 - mmaction - INFO - Epoch [31][2440/5010] lr: 7.500e-04, eta: 1 day, 3:39:06, time: 0.972, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9260, loss_cls: 0.9987, loss: 0.9987, grad_norm: 6.8722 2020-10-12 18:06:25,369 - mmaction - INFO - Epoch [31][2460/5010] lr: 7.500e-04, eta: 1 day, 3:38:46, time: 1.042, data_time: 0.006, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9010, loss_cls: 1.0351, loss: 1.0351, grad_norm: 6.7648 2020-10-12 18:06:46,799 - mmaction - INFO - Epoch [31][2480/5010] lr: 7.500e-04, eta: 1 day, 3:38:27, time: 1.071, data_time: 0.002, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9240, loss_cls: 0.9512, loss: 0.9512, grad_norm: 6.5508 2020-10-12 18:07:07,322 - mmaction - INFO - Epoch [31][2500/5010] lr: 7.500e-04, eta: 1 day, 3:38:06, time: 1.024, data_time: 0.005, memory: 10398, top1_acc: 0.7583, top5_acc: 0.8958, loss_cls: 0.9846, loss: 0.9846, grad_norm: 6.3902 2020-10-12 18:07:27,792 - mmaction - INFO - Epoch [31][2520/5010] lr: 7.500e-04, eta: 1 day, 3:37:46, time: 1.026, data_time: 0.006, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9010, loss_cls: 1.0231, loss: 1.0231, grad_norm: 6.7213 2020-10-12 18:07:48,164 - mmaction - INFO - Epoch [31][2540/5010] lr: 7.500e-04, eta: 1 day, 3:37:26, time: 1.019, data_time: 0.003, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9167, loss_cls: 0.8987, loss: 0.8987, grad_norm: 6.1325 2020-10-12 18:08:09,267 - mmaction - INFO - Epoch [31][2560/5010] lr: 7.500e-04, eta: 1 day, 3:37:06, time: 1.053, data_time: 0.005, memory: 10398, top1_acc: 0.7156, top5_acc: 0.8958, loss_cls: 1.0843, loss: 1.0843, grad_norm: 6.8607 2020-10-12 18:08:28,990 - mmaction - INFO - Epoch [31][2580/5010] lr: 7.500e-04, eta: 1 day, 3:36:45, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.8969, loss_cls: 1.0396, loss: 1.0396, grad_norm: 6.7211 2020-10-12 18:08:48,473 - mmaction - INFO - Epoch [31][2600/5010] lr: 7.500e-04, eta: 1 day, 3:36:24, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9042, loss_cls: 1.0004, loss: 1.0004, grad_norm: 6.7506 2020-10-12 18:09:08,345 - mmaction - INFO - Epoch [31][2620/5010] lr: 7.500e-04, eta: 1 day, 3:36:03, time: 0.991, data_time: 0.004, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9167, loss_cls: 0.9551, loss: 0.9551, grad_norm: 6.4937 2020-10-12 18:09:28,533 - mmaction - INFO - Epoch [31][2640/5010] lr: 7.500e-04, eta: 1 day, 3:35:43, time: 1.012, data_time: 0.006, memory: 10398, top1_acc: 0.7333, top5_acc: 0.8927, loss_cls: 1.0385, loss: 1.0385, grad_norm: 6.8283 2020-10-12 18:09:48,458 - mmaction - INFO - Epoch [31][2660/5010] lr: 7.500e-04, eta: 1 day, 3:35:22, time: 0.996, data_time: 0.002, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9333, loss_cls: 0.9381, loss: 0.9381, grad_norm: 6.6820 2020-10-12 18:10:08,752 - mmaction - INFO - Epoch [31][2680/5010] lr: 7.500e-04, eta: 1 day, 3:35:02, time: 1.015, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9094, loss_cls: 0.9246, loss: 0.9246, grad_norm: 6.2593 2020-10-12 18:10:28,434 - mmaction - INFO - Epoch [31][2700/5010] lr: 7.500e-04, eta: 1 day, 3:34:41, time: 0.984, data_time: 0.002, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9125, loss_cls: 0.9901, loss: 0.9901, grad_norm: 6.6234 2020-10-12 18:10:48,570 - mmaction - INFO - Epoch [31][2720/5010] lr: 7.500e-04, eta: 1 day, 3:34:21, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9125, loss_cls: 0.9888, loss: 0.9888, grad_norm: 6.5887 2020-10-12 18:11:08,612 - mmaction - INFO - Epoch [31][2740/5010] lr: 7.500e-04, eta: 1 day, 3:34:00, time: 1.003, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9031, loss_cls: 1.0520, loss: 1.0520, grad_norm: 6.8908 2020-10-12 18:11:28,956 - mmaction - INFO - Epoch [31][2760/5010] lr: 7.500e-04, eta: 1 day, 3:33:40, time: 1.017, data_time: 0.009, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9208, loss_cls: 0.9777, loss: 0.9777, grad_norm: 6.5824 2020-10-12 18:11:49,044 - mmaction - INFO - Epoch [31][2780/5010] lr: 7.500e-04, eta: 1 day, 3:33:19, time: 1.004, data_time: 0.006, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9104, loss_cls: 1.0108, loss: 1.0108, grad_norm: 6.5225 2020-10-12 18:12:09,187 - mmaction - INFO - Epoch [31][2800/5010] lr: 7.500e-04, eta: 1 day, 3:32:58, time: 1.004, data_time: 0.002, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9146, loss_cls: 1.0293, loss: 1.0293, grad_norm: 6.8381 2020-10-12 18:12:29,197 - mmaction - INFO - Epoch [31][2820/5010] lr: 7.500e-04, eta: 1 day, 3:32:38, time: 1.003, data_time: 0.006, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9135, loss_cls: 0.9692, loss: 0.9692, grad_norm: 6.3294 2020-10-12 18:12:48,867 - mmaction - INFO - Epoch [31][2840/5010] lr: 7.500e-04, eta: 1 day, 3:32:17, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 0.9631, loss: 0.9631, grad_norm: 6.6323 2020-10-12 18:13:09,352 - mmaction - INFO - Epoch [31][2860/5010] lr: 7.500e-04, eta: 1 day, 3:31:57, time: 1.024, data_time: 0.003, memory: 10398, top1_acc: 0.7448, top5_acc: 0.8969, loss_cls: 1.0801, loss: 1.0801, grad_norm: 6.6550 2020-10-12 18:13:29,454 - mmaction - INFO - Epoch [31][2880/5010] lr: 7.500e-04, eta: 1 day, 3:31:36, time: 1.005, data_time: 0.002, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9073, loss_cls: 0.9965, loss: 0.9965, grad_norm: 6.7672 2020-10-12 18:13:49,678 - mmaction - INFO - Epoch [31][2900/5010] lr: 7.500e-04, eta: 1 day, 3:31:16, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9104, loss_cls: 1.0286, loss: 1.0286, grad_norm: 6.9414 2020-10-12 18:14:10,398 - mmaction - INFO - Epoch [31][2920/5010] lr: 7.500e-04, eta: 1 day, 3:30:56, time: 1.034, data_time: 0.004, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9135, loss_cls: 0.9361, loss: 0.9361, grad_norm: 6.6048 2020-10-12 18:14:30,554 - mmaction - INFO - Epoch [31][2940/5010] lr: 7.500e-04, eta: 1 day, 3:30:35, time: 1.010, data_time: 0.006, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9250, loss_cls: 0.9254, loss: 0.9254, grad_norm: 6.4146 2020-10-12 18:14:50,455 - mmaction - INFO - Epoch [31][2960/5010] lr: 7.500e-04, eta: 1 day, 3:30:15, time: 0.995, data_time: 0.003, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9042, loss_cls: 1.0198, loss: 1.0198, grad_norm: 6.8352 2020-10-12 18:15:10,617 - mmaction - INFO - Epoch [31][2980/5010] lr: 7.500e-04, eta: 1 day, 3:29:54, time: 1.008, data_time: 0.004, memory: 10398, top1_acc: 0.7250, top5_acc: 0.8896, loss_cls: 1.1170, loss: 1.1170, grad_norm: 6.8869 2020-10-12 18:15:30,938 - mmaction - INFO - Epoch [31][3000/5010] lr: 7.500e-04, eta: 1 day, 3:29:34, time: 1.016, data_time: 0.002, memory: 10398, top1_acc: 0.7250, top5_acc: 0.8958, loss_cls: 1.0947, loss: 1.0947, grad_norm: 6.7890 2020-10-12 18:15:50,437 - mmaction - INFO - Epoch [31][3020/5010] lr: 7.500e-04, eta: 1 day, 3:29:13, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9177, loss_cls: 0.9549, loss: 0.9549, grad_norm: 6.4889 2020-10-12 18:16:10,801 - mmaction - INFO - Epoch [31][3040/5010] lr: 7.500e-04, eta: 1 day, 3:28:52, time: 1.016, data_time: 0.004, memory: 10398, top1_acc: 0.7427, top5_acc: 0.8948, loss_cls: 1.0539, loss: 1.0539, grad_norm: 6.6738 2020-10-12 18:16:30,547 - mmaction - INFO - Epoch [31][3060/5010] lr: 7.500e-04, eta: 1 day, 3:28:32, time: 0.990, data_time: 0.006, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9031, loss_cls: 1.0108, loss: 1.0108, grad_norm: 6.5157 2020-10-12 18:16:50,856 - mmaction - INFO - Epoch [31][3080/5010] lr: 7.500e-04, eta: 1 day, 3:28:11, time: 1.016, data_time: 0.002, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9229, loss_cls: 0.9246, loss: 0.9246, grad_norm: 6.4975 2020-10-12 18:17:11,579 - mmaction - INFO - Epoch [31][3100/5010] lr: 7.500e-04, eta: 1 day, 3:27:51, time: 1.034, data_time: 0.004, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9146, loss_cls: 0.9168, loss: 0.9168, grad_norm: 6.4946 2020-10-12 18:17:32,232 - mmaction - INFO - Epoch [31][3120/5010] lr: 7.500e-04, eta: 1 day, 3:27:31, time: 1.032, data_time: 0.006, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9073, loss_cls: 0.9946, loss: 0.9946, grad_norm: 6.6938 2020-10-12 18:17:51,817 - mmaction - INFO - Epoch [31][3140/5010] lr: 7.500e-04, eta: 1 day, 3:27:10, time: 0.982, data_time: 0.004, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9052, loss_cls: 1.0357, loss: 1.0357, grad_norm: 6.8285 2020-10-12 18:18:12,763 - mmaction - INFO - Epoch [31][3160/5010] lr: 7.500e-04, eta: 1 day, 3:26:50, time: 1.044, data_time: 0.004, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9250, loss_cls: 0.9354, loss: 0.9354, grad_norm: 6.4676 2020-10-12 18:18:32,957 - mmaction - INFO - Epoch [31][3180/5010] lr: 7.500e-04, eta: 1 day, 3:26:30, time: 1.013, data_time: 0.007, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9219, loss_cls: 0.9784, loss: 0.9784, grad_norm: 6.8197 2020-10-12 18:18:54,111 - mmaction - INFO - Epoch [31][3200/5010] lr: 7.500e-04, eta: 1 day, 3:26:10, time: 1.058, data_time: 0.002, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9031, loss_cls: 0.9918, loss: 0.9918, grad_norm: 6.5182 2020-10-12 18:19:14,096 - mmaction - INFO - Epoch [31][3220/5010] lr: 7.500e-04, eta: 1 day, 3:25:49, time: 0.998, data_time: 0.005, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9271, loss_cls: 0.9202, loss: 0.9202, grad_norm: 6.7160 2020-10-12 18:19:34,775 - mmaction - INFO - Epoch [31][3240/5010] lr: 7.500e-04, eta: 1 day, 3:25:29, time: 1.036, data_time: 0.005, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9052, loss_cls: 1.0411, loss: 1.0411, grad_norm: 6.6675 2020-10-12 18:19:54,936 - mmaction - INFO - Epoch [31][3260/5010] lr: 7.500e-04, eta: 1 day, 3:25:08, time: 1.008, data_time: 0.002, memory: 10398, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.0898, loss: 1.0898, grad_norm: 6.8380 2020-10-12 18:20:16,046 - mmaction - INFO - Epoch [31][3280/5010] lr: 7.500e-04, eta: 1 day, 3:24:49, time: 1.054, data_time: 0.004, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9063, loss_cls: 0.9763, loss: 0.9763, grad_norm: 6.6809 2020-10-12 18:20:36,752 - mmaction - INFO - Epoch [31][3300/5010] lr: 7.500e-04, eta: 1 day, 3:24:28, time: 1.034, data_time: 0.005, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9094, loss_cls: 1.0264, loss: 1.0264, grad_norm: 6.7974 2020-10-12 18:20:57,751 - mmaction - INFO - Epoch [31][3320/5010] lr: 7.500e-04, eta: 1 day, 3:24:08, time: 1.053, data_time: 0.007, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9219, loss_cls: 0.9806, loss: 0.9806, grad_norm: 6.7142 2020-10-12 18:21:18,635 - mmaction - INFO - Epoch [31][3340/5010] lr: 7.500e-04, eta: 1 day, 3:23:48, time: 1.041, data_time: 0.004, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9094, loss_cls: 0.9516, loss: 0.9516, grad_norm: 6.4838 2020-10-12 18:21:37,837 - mmaction - INFO - Epoch [31][3360/5010] lr: 7.500e-04, eta: 1 day, 3:23:27, time: 0.964, data_time: 0.007, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9208, loss_cls: 0.9727, loss: 0.9727, grad_norm: 6.4620 2020-10-12 18:21:58,119 - mmaction - INFO - Epoch [31][3380/5010] lr: 7.500e-04, eta: 1 day, 3:23:07, time: 1.012, data_time: 0.005, memory: 10398, top1_acc: 0.7198, top5_acc: 0.9021, loss_cls: 1.0731, loss: 1.0731, grad_norm: 7.0448 2020-10-12 18:22:18,340 - mmaction - INFO - Epoch [31][3400/5010] lr: 7.500e-04, eta: 1 day, 3:22:46, time: 1.013, data_time: 0.006, memory: 10398, top1_acc: 0.7427, top5_acc: 0.8948, loss_cls: 1.0483, loss: 1.0483, grad_norm: 6.7311 2020-10-12 18:22:38,475 - mmaction - INFO - Epoch [31][3420/5010] lr: 7.500e-04, eta: 1 day, 3:22:26, time: 1.007, data_time: 0.002, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9125, loss_cls: 1.0365, loss: 1.0365, grad_norm: 6.9376 2020-10-12 18:22:59,076 - mmaction - INFO - Epoch [31][3440/5010] lr: 7.500e-04, eta: 1 day, 3:22:06, time: 1.028, data_time: 0.005, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9177, loss_cls: 1.0165, loss: 1.0165, grad_norm: 6.8244 2020-10-12 18:23:20,137 - mmaction - INFO - Epoch [31][3460/5010] lr: 7.500e-04, eta: 1 day, 3:21:46, time: 1.055, data_time: 0.007, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9073, loss_cls: 0.9654, loss: 0.9654, grad_norm: 6.5495 2020-10-12 18:23:40,824 - mmaction - INFO - Epoch [31][3480/5010] lr: 7.500e-04, eta: 1 day, 3:21:26, time: 1.032, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9208, loss_cls: 0.9689, loss: 0.9689, grad_norm: 6.5610 2020-10-12 18:24:01,053 - mmaction - INFO - Epoch [31][3500/5010] lr: 7.500e-04, eta: 1 day, 3:21:05, time: 1.013, data_time: 0.006, memory: 10398, top1_acc: 0.7448, top5_acc: 0.8927, loss_cls: 1.0288, loss: 1.0288, grad_norm: 6.7644 2020-10-12 18:24:22,269 - mmaction - INFO - Epoch [31][3520/5010] lr: 7.500e-04, eta: 1 day, 3:20:45, time: 1.061, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9156, loss_cls: 0.9622, loss: 0.9622, grad_norm: 6.5123 2020-10-12 18:24:42,773 - mmaction - INFO - Epoch [31][3540/5010] lr: 7.500e-04, eta: 1 day, 3:20:25, time: 1.025, data_time: 0.002, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9125, loss_cls: 0.9719, loss: 0.9719, grad_norm: 6.8173 2020-10-12 18:25:03,987 - mmaction - INFO - Epoch [31][3560/5010] lr: 7.500e-04, eta: 1 day, 3:20:05, time: 1.061, data_time: 0.005, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9094, loss_cls: 1.0067, loss: 1.0067, grad_norm: 6.8038 2020-10-12 18:25:23,200 - mmaction - INFO - Epoch [31][3580/5010] lr: 7.500e-04, eta: 1 day, 3:19:44, time: 0.960, data_time: 0.002, memory: 10398, top1_acc: 0.7187, top5_acc: 0.9000, loss_cls: 1.0207, loss: 1.0207, grad_norm: 6.8852 2020-10-12 18:25:43,893 - mmaction - INFO - Epoch [31][3600/5010] lr: 7.500e-04, eta: 1 day, 3:19:24, time: 1.035, data_time: 0.002, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9010, loss_cls: 1.0556, loss: 1.0556, grad_norm: 6.6018 2020-10-12 18:26:03,952 - mmaction - INFO - Epoch [31][3620/5010] lr: 7.500e-04, eta: 1 day, 3:19:03, time: 1.001, data_time: 0.004, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9073, loss_cls: 1.0243, loss: 1.0243, grad_norm: 6.6102 2020-10-12 18:26:24,899 - mmaction - INFO - Epoch [31][3640/5010] lr: 7.500e-04, eta: 1 day, 3:18:43, time: 1.049, data_time: 0.006, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8958, loss_cls: 1.0766, loss: 1.0766, grad_norm: 6.9230 2020-10-12 18:26:46,275 - mmaction - INFO - Epoch [31][3660/5010] lr: 7.500e-04, eta: 1 day, 3:18:24, time: 1.069, data_time: 0.002, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9156, loss_cls: 0.9824, loss: 0.9824, grad_norm: 6.9241 2020-10-12 18:27:05,837 - mmaction - INFO - Epoch [31][3680/5010] lr: 7.500e-04, eta: 1 day, 3:18:03, time: 0.979, data_time: 0.006, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9135, loss_cls: 1.0065, loss: 1.0065, grad_norm: 6.7201 2020-10-12 18:27:27,044 - mmaction - INFO - Epoch [31][3700/5010] lr: 7.500e-04, eta: 1 day, 3:17:43, time: 1.060, data_time: 0.006, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9187, loss_cls: 0.9854, loss: 0.9854, grad_norm: 6.7717 2020-10-12 18:27:46,847 - mmaction - INFO - Epoch [31][3720/5010] lr: 7.500e-04, eta: 1 day, 3:17:22, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9219, loss_cls: 0.9641, loss: 0.9641, grad_norm: 6.7069 2020-10-12 18:28:07,796 - mmaction - INFO - Epoch [31][3740/5010] lr: 7.500e-04, eta: 1 day, 3:17:02, time: 1.046, data_time: 0.004, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9063, loss_cls: 0.9838, loss: 0.9838, grad_norm: 6.5026 2020-10-12 18:28:27,793 - mmaction - INFO - Epoch [31][3760/5010] lr: 7.500e-04, eta: 1 day, 3:16:42, time: 1.001, data_time: 0.005, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9031, loss_cls: 1.0325, loss: 1.0325, grad_norm: 6.4486 2020-10-12 18:28:47,689 - mmaction - INFO - Epoch [31][3780/5010] lr: 7.500e-04, eta: 1 day, 3:16:21, time: 0.995, data_time: 0.002, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9031, loss_cls: 1.0057, loss: 1.0057, grad_norm: 6.6382 2020-10-12 18:29:09,359 - mmaction - INFO - Epoch [31][3800/5010] lr: 7.500e-04, eta: 1 day, 3:16:01, time: 1.082, data_time: 0.005, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9177, loss_cls: 0.9800, loss: 0.9800, grad_norm: 6.5130 2020-10-12 18:29:29,521 - mmaction - INFO - Epoch [31][3820/5010] lr: 7.500e-04, eta: 1 day, 3:15:41, time: 1.010, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9094, loss_cls: 1.0065, loss: 1.0065, grad_norm: 6.7734 2020-10-12 18:29:49,286 - mmaction - INFO - Epoch [31][3840/5010] lr: 7.500e-04, eta: 1 day, 3:15:20, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9187, loss_cls: 0.9900, loss: 0.9900, grad_norm: 6.9713 2020-10-12 18:30:10,425 - mmaction - INFO - Epoch [31][3860/5010] lr: 7.500e-04, eta: 1 day, 3:15:00, time: 1.057, data_time: 0.005, memory: 10398, top1_acc: 0.7375, top5_acc: 0.8958, loss_cls: 1.0858, loss: 1.0858, grad_norm: 6.9002 2020-10-12 18:30:29,993 - mmaction - INFO - Epoch [31][3880/5010] lr: 7.500e-04, eta: 1 day, 3:14:39, time: 0.978, data_time: 0.003, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9021, loss_cls: 1.0187, loss: 1.0187, grad_norm: 6.7271 2020-10-12 18:30:49,500 - mmaction - INFO - Epoch [31][3900/5010] lr: 7.500e-04, eta: 1 day, 3:14:19, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9115, loss_cls: 0.9545, loss: 0.9545, grad_norm: 6.6220 2020-10-12 18:31:09,651 - mmaction - INFO - Epoch [31][3920/5010] lr: 7.500e-04, eta: 1 day, 3:13:58, time: 1.004, data_time: 0.005, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9083, loss_cls: 1.0283, loss: 1.0283, grad_norm: 6.8744 2020-10-12 18:31:31,214 - mmaction - INFO - Epoch [31][3940/5010] lr: 7.500e-04, eta: 1 day, 3:13:38, time: 1.080, data_time: 0.007, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9198, loss_cls: 0.9727, loss: 0.9727, grad_norm: 6.6697 2020-10-12 18:31:51,057 - mmaction - INFO - Epoch [31][3960/5010] lr: 7.500e-04, eta: 1 day, 3:13:18, time: 0.994, data_time: 0.005, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9146, loss_cls: 1.0041, loss: 1.0041, grad_norm: 6.9511 2020-10-12 18:32:11,285 - mmaction - INFO - Epoch [31][3980/5010] lr: 7.500e-04, eta: 1 day, 3:12:57, time: 1.009, data_time: 0.006, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9073, loss_cls: 1.0090, loss: 1.0090, grad_norm: 6.9456 2020-10-12 18:32:30,652 - mmaction - INFO - Epoch [31][4000/5010] lr: 7.500e-04, eta: 1 day, 3:12:36, time: 0.970, data_time: 0.006, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9021, loss_cls: 1.0277, loss: 1.0277, grad_norm: 6.8004 2020-10-12 18:32:51,003 - mmaction - INFO - Epoch [31][4020/5010] lr: 7.500e-04, eta: 1 day, 3:12:16, time: 1.018, data_time: 0.002, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9167, loss_cls: 0.9770, loss: 0.9770, grad_norm: 6.6787 2020-10-12 18:33:10,540 - mmaction - INFO - Epoch [31][4040/5010] lr: 7.500e-04, eta: 1 day, 3:11:55, time: 0.977, data_time: 0.004, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9104, loss_cls: 0.9949, loss: 0.9949, grad_norm: 6.6256 2020-10-12 18:33:30,529 - mmaction - INFO - Epoch [31][4060/5010] lr: 7.500e-04, eta: 1 day, 3:11:34, time: 0.999, data_time: 0.002, memory: 10398, top1_acc: 0.7292, top5_acc: 0.8896, loss_cls: 1.0929, loss: 1.0929, grad_norm: 7.0588 2020-10-12 18:33:50,349 - mmaction - INFO - Epoch [31][4080/5010] lr: 7.500e-04, eta: 1 day, 3:11:14, time: 0.991, data_time: 0.002, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9052, loss_cls: 0.9865, loss: 0.9865, grad_norm: 6.6475 2020-10-12 18:34:10,818 - mmaction - INFO - Epoch [31][4100/5010] lr: 7.500e-04, eta: 1 day, 3:10:53, time: 1.022, data_time: 0.004, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9010, loss_cls: 1.0302, loss: 1.0302, grad_norm: 7.0520 2020-10-12 18:34:31,055 - mmaction - INFO - Epoch [31][4120/5010] lr: 7.500e-04, eta: 1 day, 3:10:33, time: 1.013, data_time: 0.006, memory: 10398, top1_acc: 0.7260, top5_acc: 0.8979, loss_cls: 1.0898, loss: 1.0898, grad_norm: 7.0165 2020-10-12 18:34:50,568 - mmaction - INFO - Epoch [31][4140/5010] lr: 7.500e-04, eta: 1 day, 3:10:12, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9010, loss_cls: 1.0490, loss: 1.0490, grad_norm: 6.6094 2020-10-12 18:35:10,667 - mmaction - INFO - Epoch [31][4160/5010] lr: 7.500e-04, eta: 1 day, 3:09:52, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.7167, top5_acc: 0.9031, loss_cls: 1.0869, loss: 1.0869, grad_norm: 7.1154 2020-10-12 18:35:30,750 - mmaction - INFO - Epoch [31][4180/5010] lr: 7.500e-04, eta: 1 day, 3:09:31, time: 1.004, data_time: 0.002, memory: 10398, top1_acc: 0.7260, top5_acc: 0.9146, loss_cls: 1.0303, loss: 1.0303, grad_norm: 6.6890 2020-10-12 18:35:50,696 - mmaction - INFO - Epoch [31][4200/5010] lr: 7.500e-04, eta: 1 day, 3:09:10, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9042, loss_cls: 1.0692, loss: 1.0692, grad_norm: 6.9221 2020-10-12 18:36:10,263 - mmaction - INFO - Epoch [31][4220/5010] lr: 7.500e-04, eta: 1 day, 3:08:50, time: 0.979, data_time: 0.005, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9094, loss_cls: 1.0219, loss: 1.0219, grad_norm: 6.8921 2020-10-12 18:36:30,486 - mmaction - INFO - Epoch [31][4240/5010] lr: 7.500e-04, eta: 1 day, 3:08:29, time: 1.011, data_time: 0.006, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9073, loss_cls: 1.0345, loss: 1.0345, grad_norm: 6.7012 2020-10-12 18:36:50,207 - mmaction - INFO - Epoch [31][4260/5010] lr: 7.500e-04, eta: 1 day, 3:08:08, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9104, loss_cls: 1.0274, loss: 1.0274, grad_norm: 6.8155 2020-10-12 18:37:10,018 - mmaction - INFO - Epoch [31][4280/5010] lr: 7.500e-04, eta: 1 day, 3:07:48, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9052, loss_cls: 0.9838, loss: 0.9838, grad_norm: 6.5664 2020-10-12 18:37:30,094 - mmaction - INFO - Epoch [31][4300/5010] lr: 7.500e-04, eta: 1 day, 3:07:27, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9167, loss_cls: 0.9490, loss: 0.9490, grad_norm: 6.5771 2020-10-12 18:37:49,888 - mmaction - INFO - Epoch [31][4320/5010] lr: 7.500e-04, eta: 1 day, 3:07:06, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9135, loss_cls: 0.9912, loss: 0.9912, grad_norm: 6.8228 2020-10-12 18:38:09,540 - mmaction - INFO - Epoch [31][4340/5010] lr: 7.500e-04, eta: 1 day, 3:06:46, time: 0.979, data_time: 0.004, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9135, loss_cls: 1.0098, loss: 1.0098, grad_norm: 6.4574 2020-10-12 18:38:29,413 - mmaction - INFO - Epoch [31][4360/5010] lr: 7.500e-04, eta: 1 day, 3:06:25, time: 0.997, data_time: 0.007, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9063, loss_cls: 1.0486, loss: 1.0486, grad_norm: 6.8516 2020-10-12 18:38:49,650 - mmaction - INFO - Epoch [31][4380/5010] lr: 7.500e-04, eta: 1 day, 3:06:04, time: 1.012, data_time: 0.002, memory: 10398, top1_acc: 0.7219, top5_acc: 0.8938, loss_cls: 1.0754, loss: 1.0754, grad_norm: 6.9540 2020-10-12 18:39:09,693 - mmaction - INFO - Epoch [31][4400/5010] lr: 7.500e-04, eta: 1 day, 3:05:44, time: 0.999, data_time: 0.004, memory: 10398, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.0370, loss: 1.0370, grad_norm: 6.8002 2020-10-12 18:39:29,756 - mmaction - INFO - Epoch [31][4420/5010] lr: 7.500e-04, eta: 1 day, 3:05:23, time: 1.006, data_time: 0.007, memory: 10398, top1_acc: 0.7156, top5_acc: 0.9021, loss_cls: 1.0728, loss: 1.0728, grad_norm: 7.2987 2020-10-12 18:39:49,700 - mmaction - INFO - Epoch [31][4440/5010] lr: 7.500e-04, eta: 1 day, 3:05:03, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9052, loss_cls: 0.9696, loss: 0.9696, grad_norm: 6.6387 2020-10-12 18:40:10,992 - mmaction - INFO - Epoch [31][4460/5010] lr: 7.500e-04, eta: 1 day, 3:04:43, time: 1.065, data_time: 0.004, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9083, loss_cls: 1.0123, loss: 1.0123, grad_norm: 6.5344 2020-10-12 18:40:30,577 - mmaction - INFO - Epoch [31][4480/5010] lr: 7.500e-04, eta: 1 day, 3:04:22, time: 0.978, data_time: 0.002, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9083, loss_cls: 1.0235, loss: 1.0235, grad_norm: 6.9228 2020-10-12 18:40:51,496 - mmaction - INFO - Epoch [31][4500/5010] lr: 7.500e-04, eta: 1 day, 3:04:02, time: 1.048, data_time: 0.004, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9104, loss_cls: 1.0818, loss: 1.0818, grad_norm: 7.0522 2020-10-12 18:41:11,283 - mmaction - INFO - Epoch [31][4520/5010] lr: 7.500e-04, eta: 1 day, 3:03:41, time: 0.988, data_time: 0.004, memory: 10398, top1_acc: 0.7125, top5_acc: 0.8927, loss_cls: 1.1357, loss: 1.1357, grad_norm: 7.0939 2020-10-12 18:41:32,401 - mmaction - INFO - Epoch [31][4540/5010] lr: 7.500e-04, eta: 1 day, 3:03:21, time: 1.010, data_time: 0.005, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 1.0263, loss: 1.0263, grad_norm: 6.7511 2020-10-12 18:41:51,876 - mmaction - INFO - Epoch [31][4560/5010] lr: 7.500e-04, eta: 1 day, 3:03:01, time: 1.019, data_time: 0.049, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9031, loss_cls: 0.9944, loss: 0.9944, grad_norm: 6.4544 2020-10-12 18:42:12,284 - mmaction - INFO - Epoch [31][4580/5010] lr: 7.500e-04, eta: 1 day, 3:02:40, time: 1.022, data_time: 0.006, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9146, loss_cls: 0.9565, loss: 0.9565, grad_norm: 6.8601 2020-10-12 18:42:32,704 - mmaction - INFO - Epoch [31][4600/5010] lr: 7.500e-04, eta: 1 day, 3:02:20, time: 1.021, data_time: 0.004, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9156, loss_cls: 0.9582, loss: 0.9582, grad_norm: 6.6817 2020-10-12 18:42:52,166 - mmaction - INFO - Epoch [31][4620/5010] lr: 7.500e-04, eta: 1 day, 3:01:59, time: 0.973, data_time: 0.002, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9021, loss_cls: 1.0515, loss: 1.0515, grad_norm: 7.1151 2020-10-12 18:43:13,931 - mmaction - INFO - Epoch [31][4640/5010] lr: 7.500e-04, eta: 1 day, 3:01:39, time: 1.086, data_time: 0.006, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9104, loss_cls: 0.9737, loss: 0.9737, grad_norm: 6.5930 2020-10-12 18:43:34,517 - mmaction - INFO - Epoch [31][4660/5010] lr: 7.500e-04, eta: 1 day, 3:01:19, time: 1.031, data_time: 0.006, memory: 10398, top1_acc: 0.7260, top5_acc: 0.9021, loss_cls: 1.0729, loss: 1.0729, grad_norm: 7.0548 2020-10-12 18:43:55,162 - mmaction - INFO - Epoch [31][4680/5010] lr: 7.500e-04, eta: 1 day, 3:00:59, time: 1.033, data_time: 0.002, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9240, loss_cls: 0.9679, loss: 0.9679, grad_norm: 6.9326 2020-10-12 18:44:15,789 - mmaction - INFO - Epoch [31][4700/5010] lr: 7.500e-04, eta: 1 day, 3:00:39, time: 1.029, data_time: 0.006, memory: 10398, top1_acc: 0.7573, top5_acc: 0.8969, loss_cls: 1.0489, loss: 1.0489, grad_norm: 6.9111 2020-10-12 18:44:35,756 - mmaction - INFO - Epoch [31][4720/5010] lr: 7.500e-04, eta: 1 day, 3:00:18, time: 1.000, data_time: 0.006, memory: 10398, top1_acc: 0.7271, top5_acc: 0.8885, loss_cls: 1.0755, loss: 1.0755, grad_norm: 6.8984 2020-10-12 18:44:55,895 - mmaction - INFO - Epoch [31][4740/5010] lr: 7.500e-04, eta: 1 day, 2:59:58, time: 1.007, data_time: 0.002, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9063, loss_cls: 1.0354, loss: 1.0354, grad_norm: 6.9191 2020-10-12 18:45:16,269 - mmaction - INFO - Epoch [31][4760/5010] lr: 7.500e-04, eta: 1 day, 2:59:37, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9167, loss_cls: 0.9756, loss: 0.9756, grad_norm: 6.8867 2020-10-12 18:45:36,944 - mmaction - INFO - Epoch [31][4780/5010] lr: 7.500e-04, eta: 1 day, 2:59:17, time: 1.039, data_time: 0.008, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9167, loss_cls: 1.0555, loss: 1.0555, grad_norm: 6.9528 2020-10-12 18:45:57,774 - mmaction - INFO - Epoch [31][4800/5010] lr: 7.500e-04, eta: 1 day, 2:58:57, time: 1.040, data_time: 0.004, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9062, loss_cls: 1.0614, loss: 1.0614, grad_norm: 6.7314 2020-10-12 18:46:17,494 - mmaction - INFO - Epoch [31][4820/5010] lr: 7.500e-04, eta: 1 day, 2:58:36, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.7240, top5_acc: 0.8958, loss_cls: 1.0777, loss: 1.0777, grad_norm: 6.7154 2020-10-12 18:46:37,969 - mmaction - INFO - Epoch [31][4840/5010] lr: 7.500e-04, eta: 1 day, 2:58:16, time: 1.021, data_time: 0.005, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9135, loss_cls: 0.9633, loss: 0.9633, grad_norm: 6.5727 2020-10-12 18:46:58,625 - mmaction - INFO - Epoch [31][4860/5010] lr: 7.500e-04, eta: 1 day, 2:57:56, time: 1.036, data_time: 0.007, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9052, loss_cls: 1.0793, loss: 1.0793, grad_norm: 6.9099 2020-10-12 18:47:18,937 - mmaction - INFO - Epoch [31][4880/5010] lr: 7.500e-04, eta: 1 day, 2:57:35, time: 1.015, data_time: 0.005, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9177, loss_cls: 0.9948, loss: 0.9948, grad_norm: 6.7867 2020-10-12 18:47:38,816 - mmaction - INFO - Epoch [31][4900/5010] lr: 7.500e-04, eta: 1 day, 2:57:15, time: 0.994, data_time: 0.004, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9063, loss_cls: 1.0122, loss: 1.0122, grad_norm: 6.6359 2020-10-12 18:47:58,674 - mmaction - INFO - Epoch [31][4920/5010] lr: 7.500e-04, eta: 1 day, 2:56:54, time: 0.991, data_time: 0.005, memory: 10398, top1_acc: 0.7375, top5_acc: 0.8969, loss_cls: 1.0928, loss: 1.0928, grad_norm: 6.9464 2020-10-12 18:48:18,852 - mmaction - INFO - Epoch [31][4940/5010] lr: 7.500e-04, eta: 1 day, 2:56:34, time: 1.011, data_time: 0.006, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9000, loss_cls: 1.0535, loss: 1.0535, grad_norm: 6.6360 2020-10-12 18:48:39,441 - mmaction - INFO - Epoch [31][4960/5010] lr: 7.500e-04, eta: 1 day, 2:56:13, time: 1.026, data_time: 0.004, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9115, loss_cls: 0.9874, loss: 0.9874, grad_norm: 6.6455 2020-10-12 18:48:59,251 - mmaction - INFO - Epoch [31][4980/5010] lr: 7.500e-04, eta: 1 day, 2:55:53, time: 0.994, data_time: 0.007, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9094, loss_cls: 1.0332, loss: 1.0332, grad_norm: 6.7056 2020-10-12 18:49:19,350 - mmaction - INFO - Epoch [31][5000/5010] lr: 7.500e-04, eta: 1 day, 2:55:32, time: 1.003, data_time: 0.004, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0042, loss: 1.0042, grad_norm: 6.6323 2020-10-12 18:50:00,605 - mmaction - INFO - Epoch [32][20/5010] lr: 7.500e-04, eta: 1 day, 2:55:02, time: 1.585, data_time: 0.717, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9229, loss_cls: 0.9704, loss: 0.9704, grad_norm: 6.8571 2020-10-12 18:50:20,045 - mmaction - INFO - Epoch [32][40/5010] lr: 7.500e-04, eta: 1 day, 2:54:41, time: 0.974, data_time: 0.007, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9042, loss_cls: 1.0565, loss: 1.0565, grad_norm: 6.7919 2020-10-12 18:50:41,188 - mmaction - INFO - Epoch [32][60/5010] lr: 7.500e-04, eta: 1 day, 2:54:22, time: 1.056, data_time: 0.005, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9125, loss_cls: 1.0343, loss: 1.0343, grad_norm: 6.9907 2020-10-12 18:51:00,870 - mmaction - INFO - Epoch [32][80/5010] lr: 7.500e-04, eta: 1 day, 2:54:01, time: 0.986, data_time: 0.006, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9240, loss_cls: 0.9207, loss: 0.9207, grad_norm: 6.6239 2020-10-12 18:51:20,941 - mmaction - INFO - Epoch [32][100/5010] lr: 7.500e-04, eta: 1 day, 2:53:40, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9052, loss_cls: 0.9702, loss: 0.9702, grad_norm: 6.8697 2020-10-12 18:51:41,065 - mmaction - INFO - Epoch [32][120/5010] lr: 7.500e-04, eta: 1 day, 2:53:20, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9000, loss_cls: 1.0345, loss: 1.0345, grad_norm: 6.8738 2020-10-12 18:52:01,552 - mmaction - INFO - Epoch [32][140/5010] lr: 7.500e-04, eta: 1 day, 2:52:59, time: 1.024, data_time: 0.004, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9000, loss_cls: 1.0440, loss: 1.0440, grad_norm: 6.7298 2020-10-12 18:52:22,140 - mmaction - INFO - Epoch [32][160/5010] lr: 7.500e-04, eta: 1 day, 2:52:39, time: 1.029, data_time: 0.002, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9062, loss_cls: 0.9630, loss: 0.9630, grad_norm: 6.5547 2020-10-12 18:52:42,594 - mmaction - INFO - Epoch [32][180/5010] lr: 7.500e-04, eta: 1 day, 2:52:19, time: 1.023, data_time: 0.002, memory: 10398, top1_acc: 0.7573, top5_acc: 0.8990, loss_cls: 1.0033, loss: 1.0033, grad_norm: 6.8964 2020-10-12 18:53:02,723 - mmaction - INFO - Epoch [32][200/5010] lr: 7.500e-04, eta: 1 day, 2:51:58, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9135, loss_cls: 1.0228, loss: 1.0228, grad_norm: 7.0461 2020-10-12 18:53:22,678 - mmaction - INFO - Epoch [32][220/5010] lr: 7.500e-04, eta: 1 day, 2:51:38, time: 0.998, data_time: 0.003, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9021, loss_cls: 1.0174, loss: 1.0174, grad_norm: 6.7158 2020-10-12 18:53:42,375 - mmaction - INFO - Epoch [32][240/5010] lr: 7.500e-04, eta: 1 day, 2:51:17, time: 0.985, data_time: 0.003, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9198, loss_cls: 0.9327, loss: 0.9327, grad_norm: 6.5908 2020-10-12 18:54:02,062 - mmaction - INFO - Epoch [32][260/5010] lr: 7.500e-04, eta: 1 day, 2:50:56, time: 0.983, data_time: 0.006, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9198, loss_cls: 0.9692, loss: 0.9692, grad_norm: 6.6061 2020-10-12 18:54:22,580 - mmaction - INFO - Epoch [32][280/5010] lr: 7.500e-04, eta: 1 day, 2:50:36, time: 1.027, data_time: 0.005, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9073, loss_cls: 1.0068, loss: 1.0068, grad_norm: 6.5507 2020-10-12 18:54:43,344 - mmaction - INFO - Epoch [32][300/5010] lr: 7.500e-04, eta: 1 day, 2:50:16, time: 1.038, data_time: 0.002, memory: 10398, top1_acc: 0.7313, top5_acc: 0.9083, loss_cls: 1.0129, loss: 1.0129, grad_norm: 6.7780 2020-10-12 18:55:03,378 - mmaction - INFO - Epoch [32][320/5010] lr: 7.500e-04, eta: 1 day, 2:49:55, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9021, loss_cls: 0.9977, loss: 0.9977, grad_norm: 6.5995 2020-10-12 18:55:23,139 - mmaction - INFO - Epoch [32][340/5010] lr: 7.500e-04, eta: 1 day, 2:49:35, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9240, loss_cls: 0.9027, loss: 0.9027, grad_norm: 6.5347 2020-10-12 18:55:44,879 - mmaction - INFO - Epoch [32][360/5010] lr: 7.500e-04, eta: 1 day, 2:49:15, time: 1.087, data_time: 0.002, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 0.9980, loss: 0.9980, grad_norm: 6.7994 2020-10-12 18:56:04,359 - mmaction - INFO - Epoch [32][380/5010] lr: 7.500e-04, eta: 1 day, 2:48:54, time: 0.972, data_time: 0.005, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9198, loss_cls: 0.9989, loss: 0.9989, grad_norm: 6.8433 2020-10-12 18:56:24,866 - mmaction - INFO - Epoch [32][400/5010] lr: 7.500e-04, eta: 1 day, 2:48:34, time: 1.027, data_time: 0.005, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9198, loss_cls: 0.9042, loss: 0.9042, grad_norm: 6.6342 2020-10-12 18:56:45,189 - mmaction - INFO - Epoch [32][420/5010] lr: 7.500e-04, eta: 1 day, 2:48:13, time: 1.016, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.8979, loss_cls: 1.0035, loss: 1.0035, grad_norm: 6.7466 2020-10-12 18:57:05,337 - mmaction - INFO - Epoch [32][440/5010] lr: 7.500e-04, eta: 1 day, 2:47:53, time: 1.006, data_time: 0.004, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9062, loss_cls: 0.9895, loss: 0.9895, grad_norm: 6.5642 2020-10-12 18:57:25,700 - mmaction - INFO - Epoch [32][460/5010] lr: 7.500e-04, eta: 1 day, 2:47:33, time: 1.020, data_time: 0.007, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9208, loss_cls: 0.9744, loss: 0.9744, grad_norm: 6.4832 2020-10-12 18:57:45,695 - mmaction - INFO - Epoch [32][480/5010] lr: 7.500e-04, eta: 1 day, 2:47:12, time: 1.000, data_time: 0.002, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9167, loss_cls: 0.9180, loss: 0.9180, grad_norm: 6.3960 2020-10-12 18:58:05,462 - mmaction - INFO - Epoch [32][500/5010] lr: 7.500e-04, eta: 1 day, 2:46:51, time: 0.985, data_time: 0.005, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9156, loss_cls: 1.0150, loss: 1.0150, grad_norm: 6.9260 2020-10-12 18:58:25,274 - mmaction - INFO - Epoch [32][520/5010] lr: 7.500e-04, eta: 1 day, 2:46:31, time: 0.994, data_time: 0.007, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9135, loss_cls: 0.9437, loss: 0.9437, grad_norm: 6.6008 2020-10-12 18:58:45,068 - mmaction - INFO - Epoch [32][540/5010] lr: 7.500e-04, eta: 1 day, 2:46:10, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9104, loss_cls: 0.9801, loss: 0.9801, grad_norm: 6.6012 2020-10-12 18:59:04,974 - mmaction - INFO - Epoch [32][560/5010] lr: 7.500e-04, eta: 1 day, 2:45:49, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9208, loss_cls: 0.9687, loss: 0.9687, grad_norm: 6.6885 2020-10-12 18:59:24,695 - mmaction - INFO - Epoch [32][580/5010] lr: 7.500e-04, eta: 1 day, 2:45:28, time: 0.988, data_time: 0.006, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9104, loss_cls: 0.9862, loss: 0.9862, grad_norm: 6.5600 2020-10-12 18:59:44,487 - mmaction - INFO - Epoch [32][600/5010] lr: 7.500e-04, eta: 1 day, 2:45:08, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9115, loss_cls: 0.9684, loss: 0.9684, grad_norm: 6.6495 2020-10-12 19:00:13,618 - mmaction - INFO - Epoch [32][620/5010] lr: 7.500e-04, eta: 1 day, 2:44:53, time: 1.449, data_time: 0.006, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9167, loss_cls: 0.9568, loss: 0.9568, grad_norm: 6.7437 2020-10-12 19:00:32,132 - mmaction - INFO - Epoch [32][640/5010] lr: 7.500e-04, eta: 1 day, 2:44:31, time: 0.935, data_time: 0.033, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9021, loss_cls: 0.9978, loss: 0.9978, grad_norm: 6.7069 2020-10-12 19:00:52,585 - mmaction - INFO - Epoch [32][660/5010] lr: 7.500e-04, eta: 1 day, 2:44:11, time: 1.021, data_time: 0.002, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9146, loss_cls: 0.9689, loss: 0.9689, grad_norm: 6.6471 2020-10-12 19:01:12,405 - mmaction - INFO - Epoch [32][680/5010] lr: 7.500e-04, eta: 1 day, 2:43:50, time: 0.992, data_time: 0.003, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9115, loss_cls: 0.9793, loss: 0.9793, grad_norm: 6.8021 2020-10-12 19:01:31,677 - mmaction - INFO - Epoch [32][700/5010] lr: 7.500e-04, eta: 1 day, 2:43:29, time: 0.964, data_time: 0.005, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9167, loss_cls: 0.9990, loss: 0.9990, grad_norm: 6.8213 2020-10-12 19:01:52,146 - mmaction - INFO - Epoch [32][720/5010] lr: 7.500e-04, eta: 1 day, 2:43:09, time: 1.023, data_time: 0.002, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9219, loss_cls: 1.0005, loss: 1.0005, grad_norm: 6.7644 2020-10-12 19:02:12,257 - mmaction - INFO - Epoch [32][740/5010] lr: 7.500e-04, eta: 1 day, 2:42:48, time: 1.003, data_time: 0.005, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9094, loss_cls: 1.0468, loss: 1.0468, grad_norm: 6.9837 2020-10-12 19:02:32,234 - mmaction - INFO - Epoch [32][760/5010] lr: 7.500e-04, eta: 1 day, 2:42:28, time: 1.001, data_time: 0.006, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9177, loss_cls: 0.9769, loss: 0.9769, grad_norm: 6.8950 2020-10-12 19:02:52,487 - mmaction - INFO - Epoch [32][780/5010] lr: 7.500e-04, eta: 1 day, 2:42:07, time: 1.012, data_time: 0.002, memory: 10398, top1_acc: 0.7500, top5_acc: 0.8990, loss_cls: 1.0263, loss: 1.0263, grad_norm: 6.5460 2020-10-12 19:03:12,654 - mmaction - INFO - Epoch [32][800/5010] lr: 7.500e-04, eta: 1 day, 2:41:47, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9042, loss_cls: 0.9967, loss: 0.9967, grad_norm: 6.7439 2020-10-12 19:03:33,352 - mmaction - INFO - Epoch [32][820/5010] lr: 7.500e-04, eta: 1 day, 2:41:27, time: 1.031, data_time: 0.002, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9073, loss_cls: 0.9718, loss: 0.9718, grad_norm: 6.8720 2020-10-12 19:03:52,705 - mmaction - INFO - Epoch [32][840/5010] lr: 7.500e-04, eta: 1 day, 2:41:06, time: 0.972, data_time: 0.007, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8979, loss_cls: 1.0653, loss: 1.0653, grad_norm: 7.1091 2020-10-12 19:04:13,889 - mmaction - INFO - Epoch [32][860/5010] lr: 7.500e-04, eta: 1 day, 2:40:46, time: 1.056, data_time: 0.004, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9094, loss_cls: 0.9902, loss: 0.9902, grad_norm: 6.8112 2020-10-12 19:04:34,420 - mmaction - INFO - Epoch [32][880/5010] lr: 7.500e-04, eta: 1 day, 2:40:26, time: 1.030, data_time: 0.007, memory: 10398, top1_acc: 0.7385, top5_acc: 0.8990, loss_cls: 1.0585, loss: 1.0585, grad_norm: 6.6389 2020-10-12 19:04:54,975 - mmaction - INFO - Epoch [32][900/5010] lr: 7.500e-04, eta: 1 day, 2:40:05, time: 1.028, data_time: 0.002, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9229, loss_cls: 0.9990, loss: 0.9990, grad_norm: 6.9285 2020-10-12 19:05:14,130 - mmaction - INFO - Epoch [32][920/5010] lr: 7.500e-04, eta: 1 day, 2:39:44, time: 0.958, data_time: 0.002, memory: 10398, top1_acc: 0.7125, top5_acc: 0.9125, loss_cls: 1.0224, loss: 1.0224, grad_norm: 6.8073 2020-10-12 19:05:34,248 - mmaction - INFO - Epoch [32][940/5010] lr: 7.500e-04, eta: 1 day, 2:39:24, time: 1.006, data_time: 0.004, memory: 10398, top1_acc: 0.7437, top5_acc: 0.9187, loss_cls: 0.9827, loss: 0.9827, grad_norm: 6.8529 2020-10-12 19:05:54,318 - mmaction - INFO - Epoch [32][960/5010] lr: 7.500e-04, eta: 1 day, 2:39:03, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9062, loss_cls: 0.9794, loss: 0.9794, grad_norm: 6.7323 2020-10-12 19:06:14,505 - mmaction - INFO - Epoch [32][980/5010] lr: 7.500e-04, eta: 1 day, 2:38:43, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9177, loss_cls: 0.9424, loss: 0.9424, grad_norm: 6.7380 2020-10-12 19:06:35,778 - mmaction - INFO - Epoch [32][1000/5010] lr: 7.500e-04, eta: 1 day, 2:38:23, time: 1.067, data_time: 0.007, memory: 10398, top1_acc: 0.7115, top5_acc: 0.9135, loss_cls: 1.0748, loss: 1.0748, grad_norm: 7.0114 2020-10-12 19:06:56,069 - mmaction - INFO - Epoch [32][1020/5010] lr: 7.500e-04, eta: 1 day, 2:38:02, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.7260, top5_acc: 0.9000, loss_cls: 1.0165, loss: 1.0165, grad_norm: 6.9088 2020-10-12 19:07:16,596 - mmaction - INFO - Epoch [32][1040/5010] lr: 7.500e-04, eta: 1 day, 2:37:42, time: 1.026, data_time: 0.005, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9240, loss_cls: 0.9441, loss: 0.9441, grad_norm: 6.7435 2020-10-12 19:07:36,998 - mmaction - INFO - Epoch [32][1060/5010] lr: 7.500e-04, eta: 1 day, 2:37:22, time: 1.022, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9073, loss_cls: 1.0007, loss: 1.0007, grad_norm: 6.8824 2020-10-12 19:07:57,392 - mmaction - INFO - Epoch [32][1080/5010] lr: 7.500e-04, eta: 1 day, 2:37:02, time: 1.016, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9052, loss_cls: 0.9823, loss: 0.9823, grad_norm: 6.6433 2020-10-12 19:08:17,595 - mmaction - INFO - Epoch [32][1100/5010] lr: 7.500e-04, eta: 1 day, 2:36:41, time: 1.013, data_time: 0.007, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9073, loss_cls: 1.0598, loss: 1.0598, grad_norm: 7.1563 2020-10-12 19:08:38,113 - mmaction - INFO - Epoch [32][1120/5010] lr: 7.500e-04, eta: 1 day, 2:36:21, time: 1.022, data_time: 0.004, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9135, loss_cls: 1.0109, loss: 1.0109, grad_norm: 6.6925 2020-10-12 19:08:58,435 - mmaction - INFO - Epoch [32][1140/5010] lr: 7.500e-04, eta: 1 day, 2:36:00, time: 1.019, data_time: 0.007, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9115, loss_cls: 0.9826, loss: 0.9826, grad_norm: 6.7516 2020-10-12 19:09:18,598 - mmaction - INFO - Epoch [32][1160/5010] lr: 7.500e-04, eta: 1 day, 2:35:40, time: 1.007, data_time: 0.004, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9083, loss_cls: 0.9602, loss: 0.9602, grad_norm: 6.8054 2020-10-12 19:09:38,453 - mmaction - INFO - Epoch [32][1180/5010] lr: 7.500e-04, eta: 1 day, 2:35:19, time: 0.994, data_time: 0.005, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9156, loss_cls: 0.9433, loss: 0.9433, grad_norm: 6.8179 2020-10-12 19:09:58,770 - mmaction - INFO - Epoch [32][1200/5010] lr: 7.500e-04, eta: 1 day, 2:34:59, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9250, loss_cls: 0.9196, loss: 0.9196, grad_norm: 6.5602 2020-10-12 19:10:20,167 - mmaction - INFO - Epoch [32][1220/5010] lr: 7.500e-04, eta: 1 day, 2:34:39, time: 1.071, data_time: 0.005, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 0.9819, loss: 0.9819, grad_norm: 6.8877 2020-10-12 19:10:41,196 - mmaction - INFO - Epoch [32][1240/5010] lr: 7.500e-04, eta: 1 day, 2:34:19, time: 1.050, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.8865, loss_cls: 1.0610, loss: 1.0610, grad_norm: 6.7247 2020-10-12 19:11:00,122 - mmaction - INFO - Epoch [32][1260/5010] lr: 7.500e-04, eta: 1 day, 2:33:58, time: 0.948, data_time: 0.005, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9021, loss_cls: 1.0281, loss: 1.0281, grad_norm: 6.8500 2020-10-12 19:11:19,977 - mmaction - INFO - Epoch [32][1280/5010] lr: 7.500e-04, eta: 1 day, 2:33:37, time: 0.991, data_time: 0.004, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9188, loss_cls: 0.9356, loss: 0.9356, grad_norm: 6.8136 2020-10-12 19:11:40,936 - mmaction - INFO - Epoch [32][1300/5010] lr: 7.500e-04, eta: 1 day, 2:33:17, time: 1.049, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.8927, loss_cls: 1.0360, loss: 1.0360, grad_norm: 6.8125 2020-10-12 19:12:00,896 - mmaction - INFO - Epoch [32][1320/5010] lr: 7.500e-04, eta: 1 day, 2:32:57, time: 0.999, data_time: 0.004, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9104, loss_cls: 0.9839, loss: 0.9839, grad_norm: 6.7040 2020-10-12 19:12:21,375 - mmaction - INFO - Epoch [32][1340/5010] lr: 7.500e-04, eta: 1 day, 2:32:36, time: 1.022, data_time: 0.004, memory: 10398, top1_acc: 0.7385, top5_acc: 0.8979, loss_cls: 1.0092, loss: 1.0092, grad_norm: 6.8998 2020-10-12 19:12:41,152 - mmaction - INFO - Epoch [32][1360/5010] lr: 7.500e-04, eta: 1 day, 2:32:16, time: 0.991, data_time: 0.004, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9156, loss_cls: 0.9980, loss: 0.9980, grad_norm: 6.6815 2020-10-12 19:13:01,509 - mmaction - INFO - Epoch [32][1380/5010] lr: 7.500e-04, eta: 1 day, 2:31:55, time: 1.014, data_time: 0.004, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9052, loss_cls: 1.0462, loss: 1.0462, grad_norm: 6.7949 2020-10-12 19:13:21,875 - mmaction - INFO - Epoch [32][1400/5010] lr: 7.500e-04, eta: 1 day, 2:31:35, time: 1.021, data_time: 0.007, memory: 10398, top1_acc: 0.7687, top5_acc: 0.9135, loss_cls: 0.9456, loss: 0.9456, grad_norm: 6.8763 2020-10-12 19:13:41,316 - mmaction - INFO - Epoch [32][1420/5010] lr: 7.500e-04, eta: 1 day, 2:31:14, time: 0.972, data_time: 0.003, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9062, loss_cls: 1.0098, loss: 1.0098, grad_norm: 7.1201 2020-10-12 19:14:01,899 - mmaction - INFO - Epoch [32][1440/5010] lr: 7.500e-04, eta: 1 day, 2:30:54, time: 1.027, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9240, loss_cls: 0.8973, loss: 0.8973, grad_norm: 6.2756 2020-10-12 19:14:22,961 - mmaction - INFO - Epoch [32][1460/5010] lr: 7.500e-04, eta: 1 day, 2:30:34, time: 1.055, data_time: 0.006, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9094, loss_cls: 1.0115, loss: 1.0115, grad_norm: 7.0112 2020-10-12 19:14:43,172 - mmaction - INFO - Epoch [32][1480/5010] lr: 7.500e-04, eta: 1 day, 2:30:13, time: 1.011, data_time: 0.003, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9000, loss_cls: 0.9948, loss: 0.9948, grad_norm: 6.7787 2020-10-12 19:15:03,704 - mmaction - INFO - Epoch [32][1500/5010] lr: 7.500e-04, eta: 1 day, 2:29:53, time: 1.027, data_time: 0.005, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9063, loss_cls: 1.0038, loss: 1.0038, grad_norm: 6.7044 2020-10-12 19:15:24,077 - mmaction - INFO - Epoch [32][1520/5010] lr: 7.500e-04, eta: 1 day, 2:29:33, time: 1.019, data_time: 0.002, memory: 10398, top1_acc: 0.7240, top5_acc: 0.9073, loss_cls: 1.0400, loss: 1.0400, grad_norm: 6.9271 2020-10-12 19:15:44,549 - mmaction - INFO - Epoch [32][1540/5010] lr: 7.500e-04, eta: 1 day, 2:29:12, time: 1.024, data_time: 0.002, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9115, loss_cls: 0.9920, loss: 0.9920, grad_norm: 6.8234 2020-10-12 19:16:05,767 - mmaction - INFO - Epoch [32][1560/5010] lr: 7.500e-04, eta: 1 day, 2:28:53, time: 1.058, data_time: 0.005, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9104, loss_cls: 0.9994, loss: 0.9994, grad_norm: 7.0203 2020-10-12 19:16:25,449 - mmaction - INFO - Epoch [32][1580/5010] lr: 7.500e-04, eta: 1 day, 2:28:32, time: 0.987, data_time: 0.007, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9208, loss_cls: 0.9427, loss: 0.9427, grad_norm: 6.8554 2020-10-12 19:16:47,738 - mmaction - INFO - Epoch [32][1600/5010] lr: 7.500e-04, eta: 1 day, 2:28:13, time: 1.114, data_time: 0.002, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9073, loss_cls: 1.0154, loss: 1.0154, grad_norm: 6.7645 2020-10-12 19:17:06,618 - mmaction - INFO - Epoch [32][1620/5010] lr: 7.500e-04, eta: 1 day, 2:27:51, time: 0.943, data_time: 0.005, memory: 10398, top1_acc: 0.7219, top5_acc: 0.9177, loss_cls: 1.0246, loss: 1.0246, grad_norm: 7.0177 2020-10-12 19:17:26,300 - mmaction - INFO - Epoch [32][1640/5010] lr: 7.500e-04, eta: 1 day, 2:27:31, time: 0.985, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9083, loss_cls: 0.9692, loss: 0.9692, grad_norm: 6.6035 2020-10-12 19:17:47,538 - mmaction - INFO - Epoch [32][1660/5010] lr: 7.500e-04, eta: 1 day, 2:27:11, time: 1.062, data_time: 0.002, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9156, loss_cls: 0.9846, loss: 0.9846, grad_norm: 7.0462 2020-10-12 19:18:07,219 - mmaction - INFO - Epoch [32][1680/5010] lr: 7.500e-04, eta: 1 day, 2:26:50, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9260, loss_cls: 0.8704, loss: 0.8704, grad_norm: 6.5575 2020-10-12 19:18:27,517 - mmaction - INFO - Epoch [32][1700/5010] lr: 7.500e-04, eta: 1 day, 2:26:30, time: 1.016, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9198, loss_cls: 0.9778, loss: 0.9778, grad_norm: 6.6318 2020-10-12 19:18:47,467 - mmaction - INFO - Epoch [32][1720/5010] lr: 7.500e-04, eta: 1 day, 2:26:09, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9198, loss_cls: 0.9397, loss: 0.9397, grad_norm: 6.6766 2020-10-12 19:19:08,218 - mmaction - INFO - Epoch [32][1740/5010] lr: 7.500e-04, eta: 1 day, 2:25:49, time: 1.035, data_time: 0.004, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9042, loss_cls: 1.0270, loss: 1.0270, grad_norm: 6.9230 2020-10-12 19:19:28,049 - mmaction - INFO - Epoch [32][1760/5010] lr: 7.500e-04, eta: 1 day, 2:25:28, time: 0.995, data_time: 0.007, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9156, loss_cls: 0.9864, loss: 0.9864, grad_norm: 6.8661 2020-10-12 19:19:48,758 - mmaction - INFO - Epoch [32][1780/5010] lr: 7.500e-04, eta: 1 day, 2:25:08, time: 1.034, data_time: 0.002, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9208, loss_cls: 0.9493, loss: 0.9493, grad_norm: 6.6207 2020-10-12 19:20:08,608 - mmaction - INFO - Epoch [32][1800/5010] lr: 7.500e-04, eta: 1 day, 2:24:47, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.7146, top5_acc: 0.9010, loss_cls: 1.0950, loss: 1.0950, grad_norm: 7.1302 2020-10-12 19:20:30,085 - mmaction - INFO - Epoch [32][1820/5010] lr: 7.500e-04, eta: 1 day, 2:24:28, time: 1.074, data_time: 0.002, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9115, loss_cls: 1.0345, loss: 1.0345, grad_norm: 6.9491 2020-10-12 19:20:50,478 - mmaction - INFO - Epoch [32][1840/5010] lr: 7.500e-04, eta: 1 day, 2:24:07, time: 1.019, data_time: 0.002, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9187, loss_cls: 0.9058, loss: 0.9058, grad_norm: 6.4671 2020-10-12 19:21:10,538 - mmaction - INFO - Epoch [32][1860/5010] lr: 7.500e-04, eta: 1 day, 2:23:47, time: 1.000, data_time: 0.005, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9135, loss_cls: 1.0263, loss: 1.0263, grad_norm: 6.7902 2020-10-12 19:21:30,545 - mmaction - INFO - Epoch [32][1880/5010] lr: 7.500e-04, eta: 1 day, 2:23:26, time: 1.004, data_time: 0.007, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9115, loss_cls: 1.0002, loss: 1.0002, grad_norm: 6.5797 2020-10-12 19:21:50,413 - mmaction - INFO - Epoch [32][1900/5010] lr: 7.500e-04, eta: 1 day, 2:23:05, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9021, loss_cls: 0.9624, loss: 0.9624, grad_norm: 6.5804 2020-10-12 19:22:12,891 - mmaction - INFO - Epoch [32][1920/5010] lr: 7.500e-04, eta: 1 day, 2:22:46, time: 1.122, data_time: 0.004, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9125, loss_cls: 0.9711, loss: 0.9711, grad_norm: 6.5938 2020-10-12 19:22:31,877 - mmaction - INFO - Epoch [32][1940/5010] lr: 7.500e-04, eta: 1 day, 2:22:25, time: 0.951, data_time: 0.005, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9104, loss_cls: 0.9744, loss: 0.9744, grad_norm: 6.8618 2020-10-12 19:22:51,619 - mmaction - INFO - Epoch [32][1960/5010] lr: 7.500e-04, eta: 1 day, 2:22:04, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9135, loss_cls: 0.9692, loss: 0.9692, grad_norm: 6.7598 2020-10-12 19:23:12,441 - mmaction - INFO - Epoch [32][1980/5010] lr: 7.500e-04, eta: 1 day, 2:21:44, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9187, loss_cls: 1.0072, loss: 1.0072, grad_norm: 6.7739 2020-10-12 19:23:33,261 - mmaction - INFO - Epoch [32][2000/5010] lr: 7.500e-04, eta: 1 day, 2:21:24, time: 1.044, data_time: 0.007, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9010, loss_cls: 0.9976, loss: 0.9976, grad_norm: 6.6204 2020-10-12 19:23:53,292 - mmaction - INFO - Epoch [32][2020/5010] lr: 7.500e-04, eta: 1 day, 2:21:04, time: 1.002, data_time: 0.002, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9125, loss_cls: 0.9955, loss: 0.9955, grad_norm: 6.7970 2020-10-12 19:24:13,098 - mmaction - INFO - Epoch [32][2040/5010] lr: 7.500e-04, eta: 1 day, 2:20:43, time: 0.987, data_time: 0.004, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9000, loss_cls: 1.0675, loss: 1.0675, grad_norm: 7.0124 2020-10-12 19:24:34,187 - mmaction - INFO - Epoch [32][2060/5010] lr: 7.500e-04, eta: 1 day, 2:20:23, time: 1.057, data_time: 0.006, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9021, loss_cls: 0.9937, loss: 0.9937, grad_norm: 6.5429 2020-10-12 19:24:55,651 - mmaction - INFO - Epoch [32][2080/5010] lr: 7.500e-04, eta: 1 day, 2:20:03, time: 1.073, data_time: 0.002, memory: 10398, top1_acc: 0.7646, top5_acc: 0.8990, loss_cls: 0.9817, loss: 0.9817, grad_norm: 6.8171 2020-10-12 19:25:14,716 - mmaction - INFO - Epoch [32][2100/5010] lr: 7.500e-04, eta: 1 day, 2:19:42, time: 0.951, data_time: 0.004, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9031, loss_cls: 1.0256, loss: 1.0256, grad_norm: 7.0931 2020-10-12 19:25:34,793 - mmaction - INFO - Epoch [32][2120/5010] lr: 7.500e-04, eta: 1 day, 2:19:22, time: 1.006, data_time: 0.007, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9000, loss_cls: 1.0093, loss: 1.0093, grad_norm: 6.6003 2020-10-12 19:25:54,520 - mmaction - INFO - Epoch [32][2140/5010] lr: 7.500e-04, eta: 1 day, 2:19:01, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9073, loss_cls: 1.0328, loss: 1.0328, grad_norm: 7.0338 2020-10-12 19:26:16,324 - mmaction - INFO - Epoch [32][2160/5010] lr: 7.500e-04, eta: 1 day, 2:18:41, time: 1.086, data_time: 0.005, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9125, loss_cls: 0.9358, loss: 0.9358, grad_norm: 6.3455 2020-10-12 19:26:36,001 - mmaction - INFO - Epoch [32][2180/5010] lr: 7.500e-04, eta: 1 day, 2:18:21, time: 0.988, data_time: 0.007, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9031, loss_cls: 1.0385, loss: 1.0385, grad_norm: 6.8966 2020-10-12 19:26:55,690 - mmaction - INFO - Epoch [32][2200/5010] lr: 7.500e-04, eta: 1 day, 2:18:00, time: 0.981, data_time: 0.005, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9073, loss_cls: 1.0013, loss: 1.0013, grad_norm: 6.8069 2020-10-12 19:27:15,641 - mmaction - INFO - Epoch [32][2220/5010] lr: 7.500e-04, eta: 1 day, 2:17:39, time: 1.001, data_time: 0.006, memory: 10398, top1_acc: 0.7427, top5_acc: 0.8969, loss_cls: 1.0150, loss: 1.0150, grad_norm: 6.5006 2020-10-12 19:27:36,004 - mmaction - INFO - Epoch [32][2240/5010] lr: 7.500e-04, eta: 1 day, 2:17:19, time: 1.018, data_time: 0.004, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9333, loss_cls: 0.8620, loss: 0.8620, grad_norm: 6.4526 2020-10-12 19:27:56,457 - mmaction - INFO - Epoch [32][2260/5010] lr: 7.500e-04, eta: 1 day, 2:16:59, time: 1.022, data_time: 0.002, memory: 10398, top1_acc: 0.7406, top5_acc: 0.8990, loss_cls: 1.0478, loss: 1.0478, grad_norm: 6.7531 2020-10-12 19:28:16,422 - mmaction - INFO - Epoch [32][2280/5010] lr: 7.500e-04, eta: 1 day, 2:16:38, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9198, loss_cls: 0.9491, loss: 0.9491, grad_norm: 6.6242 2020-10-12 19:28:37,528 - mmaction - INFO - Epoch [32][2300/5010] lr: 7.500e-04, eta: 1 day, 2:16:18, time: 1.058, data_time: 0.007, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9156, loss_cls: 0.9687, loss: 0.9687, grad_norm: 6.8696 2020-10-12 19:28:57,686 - mmaction - INFO - Epoch [32][2320/5010] lr: 7.500e-04, eta: 1 day, 2:15:58, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.7323, top5_acc: 0.8958, loss_cls: 1.0423, loss: 1.0423, grad_norm: 6.8355 2020-10-12 19:29:18,598 - mmaction - INFO - Epoch [32][2340/5010] lr: 7.500e-04, eta: 1 day, 2:15:38, time: 1.047, data_time: 0.007, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9010, loss_cls: 1.0701, loss: 1.0701, grad_norm: 7.0580 2020-10-12 19:29:38,611 - mmaction - INFO - Epoch [32][2360/5010] lr: 7.500e-04, eta: 1 day, 2:15:17, time: 1.001, data_time: 0.004, memory: 10398, top1_acc: 0.7010, top5_acc: 0.8896, loss_cls: 1.1875, loss: 1.1875, grad_norm: 7.3799 2020-10-12 19:29:59,025 - mmaction - INFO - Epoch [32][2380/5010] lr: 7.500e-04, eta: 1 day, 2:14:57, time: 1.018, data_time: 0.006, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9052, loss_cls: 1.0645, loss: 1.0645, grad_norm: 6.9051 2020-10-12 19:30:18,634 - mmaction - INFO - Epoch [32][2400/5010] lr: 7.500e-04, eta: 1 day, 2:14:36, time: 0.983, data_time: 0.006, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9094, loss_cls: 1.0032, loss: 1.0032, grad_norm: 6.8745 2020-10-12 19:30:39,441 - mmaction - INFO - Epoch [32][2420/5010] lr: 7.500e-04, eta: 1 day, 2:14:16, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.7240, top5_acc: 0.9000, loss_cls: 1.0862, loss: 1.0862, grad_norm: 7.1732 2020-10-12 19:30:59,620 - mmaction - INFO - Epoch [32][2440/5010] lr: 7.500e-04, eta: 1 day, 2:13:55, time: 1.012, data_time: 0.006, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9104, loss_cls: 0.9821, loss: 0.9821, grad_norm: 6.7125 2020-10-12 19:31:19,603 - mmaction - INFO - Epoch [32][2460/5010] lr: 7.500e-04, eta: 1 day, 2:13:35, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9031, loss_cls: 0.9951, loss: 0.9951, grad_norm: 6.6273 2020-10-12 19:31:40,579 - mmaction - INFO - Epoch [32][2480/5010] lr: 7.500e-04, eta: 1 day, 2:13:15, time: 1.050, data_time: 0.006, memory: 10398, top1_acc: 0.7260, top5_acc: 0.8896, loss_cls: 1.0721, loss: 1.0721, grad_norm: 7.0516 2020-10-12 19:32:00,486 - mmaction - INFO - Epoch [32][2500/5010] lr: 7.500e-04, eta: 1 day, 2:12:54, time: 0.995, data_time: 0.006, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9094, loss_cls: 1.0095, loss: 1.0095, grad_norm: 6.6608 2020-10-12 19:32:20,366 - mmaction - INFO - Epoch [32][2520/5010] lr: 7.500e-04, eta: 1 day, 2:12:33, time: 0.995, data_time: 0.005, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9125, loss_cls: 0.9956, loss: 0.9956, grad_norm: 6.7607 2020-10-12 19:32:40,573 - mmaction - INFO - Epoch [32][2540/5010] lr: 7.500e-04, eta: 1 day, 2:12:13, time: 1.011, data_time: 0.005, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9187, loss_cls: 0.9133, loss: 0.9133, grad_norm: 6.5957 2020-10-12 19:33:01,481 - mmaction - INFO - Epoch [32][2560/5010] lr: 7.500e-04, eta: 1 day, 2:11:53, time: 1.045, data_time: 0.005, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9281, loss_cls: 0.9407, loss: 0.9407, grad_norm: 6.5996 2020-10-12 19:33:21,025 - mmaction - INFO - Epoch [32][2580/5010] lr: 7.500e-04, eta: 1 day, 2:11:32, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9135, loss_cls: 0.9574, loss: 0.9574, grad_norm: 6.5862 2020-10-12 19:33:41,159 - mmaction - INFO - Epoch [32][2600/5010] lr: 7.500e-04, eta: 1 day, 2:11:12, time: 1.004, data_time: 0.005, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9229, loss_cls: 0.9117, loss: 0.9117, grad_norm: 6.3929 2020-10-12 19:34:01,076 - mmaction - INFO - Epoch [32][2620/5010] lr: 7.500e-04, eta: 1 day, 2:10:51, time: 0.999, data_time: 0.006, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9063, loss_cls: 0.9739, loss: 0.9739, grad_norm: 6.7997 2020-10-12 19:34:21,034 - mmaction - INFO - Epoch [32][2640/5010] lr: 7.500e-04, eta: 1 day, 2:10:30, time: 0.995, data_time: 0.004, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9031, loss_cls: 1.0645, loss: 1.0645, grad_norm: 7.1766 2020-10-12 19:34:41,964 - mmaction - INFO - Epoch [32][2660/5010] lr: 7.500e-04, eta: 1 day, 2:10:10, time: 1.050, data_time: 0.008, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9094, loss_cls: 0.9766, loss: 0.9766, grad_norm: 6.6554 2020-10-12 19:35:01,309 - mmaction - INFO - Epoch [32][2680/5010] lr: 7.500e-04, eta: 1 day, 2:09:49, time: 0.965, data_time: 0.004, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9146, loss_cls: 1.0212, loss: 1.0212, grad_norm: 6.8683 2020-10-12 19:35:22,052 - mmaction - INFO - Epoch [32][2700/5010] lr: 7.500e-04, eta: 1 day, 2:09:29, time: 1.039, data_time: 0.006, memory: 10398, top1_acc: 0.7115, top5_acc: 0.8979, loss_cls: 1.1228, loss: 1.1228, grad_norm: 7.2021 2020-10-12 19:35:42,139 - mmaction - INFO - Epoch [32][2720/5010] lr: 7.500e-04, eta: 1 day, 2:09:09, time: 1.003, data_time: 0.003, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9115, loss_cls: 0.9835, loss: 0.9835, grad_norm: 6.7752 2020-10-12 19:36:02,399 - mmaction - INFO - Epoch [32][2740/5010] lr: 7.500e-04, eta: 1 day, 2:08:48, time: 1.015, data_time: 0.005, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9063, loss_cls: 0.9867, loss: 0.9867, grad_norm: 6.5978 2020-10-12 19:36:22,991 - mmaction - INFO - Epoch [32][2760/5010] lr: 7.500e-04, eta: 1 day, 2:08:28, time: 1.030, data_time: 0.004, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9031, loss_cls: 1.0294, loss: 1.0294, grad_norm: 7.0268 2020-10-12 19:36:43,897 - mmaction - INFO - Epoch [32][2780/5010] lr: 7.500e-04, eta: 1 day, 2:08:08, time: 1.045, data_time: 0.003, memory: 10398, top1_acc: 0.7219, top5_acc: 0.8938, loss_cls: 1.0694, loss: 1.0694, grad_norm: 6.9311 2020-10-12 19:37:03,173 - mmaction - INFO - Epoch [32][2800/5010] lr: 7.500e-04, eta: 1 day, 2:07:47, time: 0.964, data_time: 0.005, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9167, loss_cls: 1.0070, loss: 1.0070, grad_norm: 6.9974 2020-10-12 19:37:23,495 - mmaction - INFO - Epoch [32][2820/5010] lr: 7.500e-04, eta: 1 day, 2:07:27, time: 1.015, data_time: 0.006, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9021, loss_cls: 1.0765, loss: 1.0765, grad_norm: 7.0475 2020-10-12 19:37:43,996 - mmaction - INFO - Epoch [32][2840/5010] lr: 7.500e-04, eta: 1 day, 2:07:06, time: 1.026, data_time: 0.003, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9146, loss_cls: 0.9940, loss: 0.9940, grad_norm: 6.7027 2020-10-12 19:38:04,298 - mmaction - INFO - Epoch [32][2860/5010] lr: 7.500e-04, eta: 1 day, 2:06:46, time: 1.015, data_time: 0.002, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9146, loss_cls: 1.0248, loss: 1.0248, grad_norm: 6.8473 2020-10-12 19:38:23,834 - mmaction - INFO - Epoch [32][2880/5010] lr: 7.500e-04, eta: 1 day, 2:06:25, time: 0.977, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9135, loss_cls: 0.9671, loss: 0.9671, grad_norm: 6.5122 2020-10-12 19:38:44,711 - mmaction - INFO - Epoch [32][2900/5010] lr: 7.500e-04, eta: 1 day, 2:06:05, time: 1.044, data_time: 0.002, memory: 10398, top1_acc: 0.7427, top5_acc: 0.8979, loss_cls: 1.0550, loss: 1.0550, grad_norm: 6.9369 2020-10-12 19:39:04,962 - mmaction - INFO - Epoch [32][2920/5010] lr: 7.500e-04, eta: 1 day, 2:05:45, time: 1.011, data_time: 0.005, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9063, loss_cls: 1.0007, loss: 1.0007, grad_norm: 6.8408 2020-10-12 19:39:26,053 - mmaction - INFO - Epoch [32][2940/5010] lr: 7.500e-04, eta: 1 day, 2:05:25, time: 1.056, data_time: 0.005, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9198, loss_cls: 0.9311, loss: 0.9311, grad_norm: 6.6190 2020-10-12 19:39:46,376 - mmaction - INFO - Epoch [32][2960/5010] lr: 7.500e-04, eta: 1 day, 2:05:04, time: 1.016, data_time: 0.002, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9104, loss_cls: 1.0320, loss: 1.0320, grad_norm: 6.8490 2020-10-12 19:40:05,576 - mmaction - INFO - Epoch [32][2980/5010] lr: 7.500e-04, eta: 1 day, 2:04:43, time: 0.960, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9281, loss_cls: 0.9270, loss: 0.9270, grad_norm: 6.6582 2020-10-12 19:40:25,755 - mmaction - INFO - Epoch [32][3000/5010] lr: 7.500e-04, eta: 1 day, 2:04:23, time: 1.009, data_time: 0.002, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9021, loss_cls: 1.0457, loss: 1.0457, grad_norm: 6.6498 2020-10-12 19:40:46,617 - mmaction - INFO - Epoch [32][3020/5010] lr: 7.500e-04, eta: 1 day, 2:04:03, time: 1.043, data_time: 0.002, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9083, loss_cls: 1.0106, loss: 1.0106, grad_norm: 6.8147 2020-10-12 19:41:06,406 - mmaction - INFO - Epoch [32][3040/5010] lr: 7.500e-04, eta: 1 day, 2:03:42, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.8990, loss_cls: 1.0523, loss: 1.0523, grad_norm: 6.8033 2020-10-12 19:41:26,787 - mmaction - INFO - Epoch [32][3060/5010] lr: 7.500e-04, eta: 1 day, 2:03:22, time: 1.019, data_time: 0.006, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9135, loss_cls: 0.9878, loss: 0.9878, grad_norm: 6.5830 2020-10-12 19:41:47,456 - mmaction - INFO - Epoch [32][3080/5010] lr: 7.500e-04, eta: 1 day, 2:03:01, time: 1.034, data_time: 0.003, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9094, loss_cls: 1.0154, loss: 1.0154, grad_norm: 6.9432 2020-10-12 19:42:08,601 - mmaction - INFO - Epoch [32][3100/5010] lr: 7.500e-04, eta: 1 day, 2:02:42, time: 1.058, data_time: 0.006, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9167, loss_cls: 0.9727, loss: 0.9727, grad_norm: 6.7663 2020-10-12 19:42:28,667 - mmaction - INFO - Epoch [32][3120/5010] lr: 7.500e-04, eta: 1 day, 2:02:21, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9198, loss_cls: 0.9746, loss: 0.9746, grad_norm: 6.7255 2020-10-12 19:42:48,890 - mmaction - INFO - Epoch [32][3140/5010] lr: 7.500e-04, eta: 1 day, 2:02:01, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9052, loss_cls: 1.0449, loss: 1.0449, grad_norm: 6.9090 2020-10-12 19:43:08,770 - mmaction - INFO - Epoch [32][3160/5010] lr: 7.500e-04, eta: 1 day, 2:01:40, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9010, loss_cls: 1.0170, loss: 1.0170, grad_norm: 6.7364 2020-10-12 19:43:29,403 - mmaction - INFO - Epoch [32][3180/5010] lr: 7.500e-04, eta: 1 day, 2:01:20, time: 1.032, data_time: 0.002, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9021, loss_cls: 1.0583, loss: 1.0583, grad_norm: 7.1033 2020-10-12 19:43:49,654 - mmaction - INFO - Epoch [32][3200/5010] lr: 7.500e-04, eta: 1 day, 2:00:59, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9135, loss_cls: 0.9778, loss: 0.9778, grad_norm: 6.5627 2020-10-12 19:44:09,802 - mmaction - INFO - Epoch [32][3220/5010] lr: 7.500e-04, eta: 1 day, 2:00:39, time: 1.005, data_time: 0.004, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9198, loss_cls: 0.9772, loss: 0.9772, grad_norm: 6.8943 2020-10-12 19:44:30,912 - mmaction - INFO - Epoch [32][3240/5010] lr: 7.500e-04, eta: 1 day, 2:00:19, time: 1.057, data_time: 0.006, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9000, loss_cls: 1.0001, loss: 1.0001, grad_norm: 6.4775 2020-10-12 19:44:51,549 - mmaction - INFO - Epoch [32][3260/5010] lr: 7.500e-04, eta: 1 day, 1:59:59, time: 1.032, data_time: 0.002, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9062, loss_cls: 0.9855, loss: 0.9855, grad_norm: 6.5951 2020-10-12 19:45:11,515 - mmaction - INFO - Epoch [32][3280/5010] lr: 7.500e-04, eta: 1 day, 1:59:38, time: 0.998, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9052, loss_cls: 1.0058, loss: 1.0058, grad_norm: 6.7970 2020-10-12 19:45:32,070 - mmaction - INFO - Epoch [32][3300/5010] lr: 7.500e-04, eta: 1 day, 1:59:18, time: 1.028, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9125, loss_cls: 0.9834, loss: 0.9834, grad_norm: 6.8421 2020-10-12 19:45:52,239 - mmaction - INFO - Epoch [32][3320/5010] lr: 7.500e-04, eta: 1 day, 1:58:57, time: 1.009, data_time: 0.002, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9083, loss_cls: 0.9959, loss: 0.9959, grad_norm: 6.9561 2020-10-12 19:46:12,650 - mmaction - INFO - Epoch [32][3340/5010] lr: 7.500e-04, eta: 1 day, 1:58:37, time: 1.019, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9156, loss_cls: 0.9355, loss: 0.9355, grad_norm: 6.8137 2020-10-12 19:46:32,701 - mmaction - INFO - Epoch [32][3360/5010] lr: 7.500e-04, eta: 1 day, 1:58:16, time: 1.004, data_time: 0.005, memory: 10398, top1_acc: 0.7406, top5_acc: 0.8979, loss_cls: 1.0250, loss: 1.0250, grad_norm: 6.9526 2020-10-12 19:46:53,003 - mmaction - INFO - Epoch [32][3380/5010] lr: 7.500e-04, eta: 1 day, 1:57:56, time: 1.015, data_time: 0.002, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9094, loss_cls: 0.9929, loss: 0.9929, grad_norm: 6.6209 2020-10-12 19:47:13,389 - mmaction - INFO - Epoch [32][3400/5010] lr: 7.500e-04, eta: 1 day, 1:57:36, time: 1.015, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9094, loss_cls: 1.0361, loss: 1.0361, grad_norm: 7.0540 2020-10-12 19:47:33,647 - mmaction - INFO - Epoch [32][3420/5010] lr: 7.500e-04, eta: 1 day, 1:57:15, time: 1.017, data_time: 0.008, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9260, loss_cls: 0.8942, loss: 0.8942, grad_norm: 6.4819 2020-10-12 19:47:53,977 - mmaction - INFO - Epoch [32][3440/5010] lr: 7.500e-04, eta: 1 day, 1:56:55, time: 1.016, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9167, loss_cls: 0.9445, loss: 0.9445, grad_norm: 6.7538 2020-10-12 19:48:14,075 - mmaction - INFO - Epoch [32][3460/5010] lr: 7.500e-04, eta: 1 day, 1:56:34, time: 1.003, data_time: 0.004, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9052, loss_cls: 0.9680, loss: 0.9680, grad_norm: 6.5300 2020-10-12 19:48:34,041 - mmaction - INFO - Epoch [32][3480/5010] lr: 7.500e-04, eta: 1 day, 1:56:14, time: 1.000, data_time: 0.006, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9063, loss_cls: 1.0227, loss: 1.0227, grad_norm: 6.8522 2020-10-12 19:48:54,854 - mmaction - INFO - Epoch [32][3500/5010] lr: 7.500e-04, eta: 1 day, 1:55:54, time: 1.040, data_time: 0.002, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9156, loss_cls: 1.0022, loss: 1.0022, grad_norm: 6.7270 2020-10-12 19:49:15,208 - mmaction - INFO - Epoch [32][3520/5010] lr: 7.500e-04, eta: 1 day, 1:55:33, time: 1.018, data_time: 0.002, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9104, loss_cls: 0.9349, loss: 0.9349, grad_norm: 6.7447 2020-10-12 19:49:35,457 - mmaction - INFO - Epoch [32][3540/5010] lr: 7.500e-04, eta: 1 day, 1:55:13, time: 1.012, data_time: 0.004, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9000, loss_cls: 0.9893, loss: 0.9893, grad_norm: 6.7021 2020-10-12 19:49:55,792 - mmaction - INFO - Epoch [32][3560/5010] lr: 7.500e-04, eta: 1 day, 1:54:53, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9115, loss_cls: 0.9699, loss: 0.9699, grad_norm: 6.8133 2020-10-12 19:50:16,528 - mmaction - INFO - Epoch [32][3580/5010] lr: 7.500e-04, eta: 1 day, 1:54:32, time: 1.034, data_time: 0.004, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9104, loss_cls: 1.0130, loss: 1.0130, grad_norm: 6.8083 2020-10-12 19:50:36,509 - mmaction - INFO - Epoch [32][3600/5010] lr: 7.500e-04, eta: 1 day, 1:54:12, time: 1.002, data_time: 0.007, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9271, loss_cls: 0.9070, loss: 0.9070, grad_norm: 6.6790 2020-10-12 19:50:58,080 - mmaction - INFO - Epoch [32][3620/5010] lr: 7.500e-04, eta: 1 day, 1:53:52, time: 1.077, data_time: 0.004, memory: 10398, top1_acc: 0.7156, top5_acc: 0.8979, loss_cls: 1.0521, loss: 1.0521, grad_norm: 7.1477 2020-10-12 19:51:18,298 - mmaction - INFO - Epoch [32][3640/5010] lr: 7.500e-04, eta: 1 day, 1:53:32, time: 1.012, data_time: 0.005, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9240, loss_cls: 0.9233, loss: 0.9233, grad_norm: 6.6627 2020-10-12 19:51:39,719 - mmaction - INFO - Epoch [32][3660/5010] lr: 7.500e-04, eta: 1 day, 1:53:12, time: 1.070, data_time: 0.005, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9031, loss_cls: 0.9657, loss: 0.9657, grad_norm: 6.6776 2020-10-12 19:52:00,413 - mmaction - INFO - Epoch [32][3680/5010] lr: 7.500e-04, eta: 1 day, 1:52:52, time: 1.037, data_time: 0.005, memory: 10398, top1_acc: 0.7198, top5_acc: 0.8948, loss_cls: 1.0893, loss: 1.0893, grad_norm: 7.2082 2020-10-12 19:52:21,621 - mmaction - INFO - Epoch [32][3700/5010] lr: 7.500e-04, eta: 1 day, 1:52:32, time: 1.060, data_time: 0.004, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9010, loss_cls: 1.0215, loss: 1.0215, grad_norm: 6.6622 2020-10-12 19:52:41,235 - mmaction - INFO - Epoch [32][3720/5010] lr: 7.500e-04, eta: 1 day, 1:52:11, time: 0.981, data_time: 0.003, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9156, loss_cls: 0.9201, loss: 0.9201, grad_norm: 6.6415 2020-10-12 19:53:01,870 - mmaction - INFO - Epoch [32][3740/5010] lr: 7.500e-04, eta: 1 day, 1:51:51, time: 1.030, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9198, loss_cls: 0.9462, loss: 0.9462, grad_norm: 6.8119 2020-10-12 19:53:22,069 - mmaction - INFO - Epoch [32][3760/5010] lr: 7.500e-04, eta: 1 day, 1:51:30, time: 1.012, data_time: 0.005, memory: 10398, top1_acc: 0.7313, top5_acc: 0.8948, loss_cls: 1.0901, loss: 1.0901, grad_norm: 7.0321 2020-10-12 19:53:42,266 - mmaction - INFO - Epoch [32][3780/5010] lr: 7.500e-04, eta: 1 day, 1:51:10, time: 1.010, data_time: 0.002, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9146, loss_cls: 0.9707, loss: 0.9707, grad_norm: 6.5505 2020-10-12 19:54:03,263 - mmaction - INFO - Epoch [32][3800/5010] lr: 7.500e-04, eta: 1 day, 1:50:50, time: 1.048, data_time: 0.004, memory: 10398, top1_acc: 0.7229, top5_acc: 0.9063, loss_cls: 1.0664, loss: 1.0664, grad_norm: 7.0620 2020-10-12 19:54:24,126 - mmaction - INFO - Epoch [32][3820/5010] lr: 7.500e-04, eta: 1 day, 1:50:30, time: 1.045, data_time: 0.006, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9062, loss_cls: 1.0373, loss: 1.0373, grad_norm: 6.8197 2020-10-12 19:54:44,764 - mmaction - INFO - Epoch [32][3840/5010] lr: 7.500e-04, eta: 1 day, 1:50:10, time: 1.032, data_time: 0.002, memory: 10398, top1_acc: 0.7365, top5_acc: 0.8990, loss_cls: 1.0768, loss: 1.0768, grad_norm: 6.8414 2020-10-12 19:55:04,671 - mmaction - INFO - Epoch [32][3860/5010] lr: 7.500e-04, eta: 1 day, 1:49:49, time: 0.995, data_time: 0.005, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9302, loss_cls: 0.9396, loss: 0.9396, grad_norm: 6.7352 2020-10-12 19:55:25,447 - mmaction - INFO - Epoch [32][3880/5010] lr: 7.500e-04, eta: 1 day, 1:49:29, time: 1.039, data_time: 0.002, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9073, loss_cls: 1.0270, loss: 1.0270, grad_norm: 6.8161 2020-10-12 19:55:46,339 - mmaction - INFO - Epoch [32][3900/5010] lr: 7.500e-04, eta: 1 day, 1:49:09, time: 1.045, data_time: 0.002, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9177, loss_cls: 0.9940, loss: 0.9940, grad_norm: 6.8437 2020-10-12 19:56:07,613 - mmaction - INFO - Epoch [32][3920/5010] lr: 7.500e-04, eta: 1 day, 1:48:49, time: 1.062, data_time: 0.005, memory: 10398, top1_acc: 0.7167, top5_acc: 0.9052, loss_cls: 1.0517, loss: 1.0517, grad_norm: 7.0133 2020-10-12 19:56:27,700 - mmaction - INFO - Epoch [32][3940/5010] lr: 7.500e-04, eta: 1 day, 1:48:29, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.8958, loss_cls: 1.0316, loss: 1.0316, grad_norm: 6.6703 2020-10-12 19:56:47,482 - mmaction - INFO - Epoch [32][3960/5010] lr: 7.500e-04, eta: 1 day, 1:48:08, time: 0.989, data_time: 0.002, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9063, loss_cls: 0.9823, loss: 0.9823, grad_norm: 6.7842 2020-10-12 19:57:08,579 - mmaction - INFO - Epoch [32][3980/5010] lr: 7.500e-04, eta: 1 day, 1:47:48, time: 1.053, data_time: 0.004, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9073, loss_cls: 1.0221, loss: 1.0221, grad_norm: 6.9466 2020-10-12 19:57:29,062 - mmaction - INFO - Epoch [32][4000/5010] lr: 7.500e-04, eta: 1 day, 1:47:28, time: 1.026, data_time: 0.005, memory: 10398, top1_acc: 0.7229, top5_acc: 0.9021, loss_cls: 1.0816, loss: 1.0816, grad_norm: 6.8526 2020-10-12 19:57:48,271 - mmaction - INFO - Epoch [32][4020/5010] lr: 7.500e-04, eta: 1 day, 1:47:07, time: 0.960, data_time: 0.002, memory: 10398, top1_acc: 0.7208, top5_acc: 0.8990, loss_cls: 1.0919, loss: 1.0919, grad_norm: 7.1159 2020-10-12 19:58:08,757 - mmaction - INFO - Epoch [32][4040/5010] lr: 7.500e-04, eta: 1 day, 1:46:46, time: 1.024, data_time: 0.004, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9146, loss_cls: 0.9850, loss: 0.9850, grad_norm: 6.8444 2020-10-12 19:58:28,945 - mmaction - INFO - Epoch [32][4060/5010] lr: 7.500e-04, eta: 1 day, 1:46:26, time: 1.010, data_time: 0.006, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9104, loss_cls: 1.0275, loss: 1.0275, grad_norm: 7.1941 2020-10-12 19:58:49,738 - mmaction - INFO - Epoch [32][4080/5010] lr: 7.500e-04, eta: 1 day, 1:46:06, time: 1.039, data_time: 0.002, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9104, loss_cls: 0.9723, loss: 0.9723, grad_norm: 6.6726 2020-10-12 19:59:09,919 - mmaction - INFO - Epoch [32][4100/5010] lr: 7.500e-04, eta: 1 day, 1:45:45, time: 1.007, data_time: 0.004, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9031, loss_cls: 1.0758, loss: 1.0758, grad_norm: 7.1546 2020-10-12 19:59:30,028 - mmaction - INFO - Epoch [32][4120/5010] lr: 7.500e-04, eta: 1 day, 1:45:25, time: 1.007, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9063, loss_cls: 0.9668, loss: 0.9668, grad_norm: 6.4236 2020-10-12 19:59:50,752 - mmaction - INFO - Epoch [32][4140/5010] lr: 7.500e-04, eta: 1 day, 1:45:05, time: 1.036, data_time: 0.002, memory: 10398, top1_acc: 0.7177, top5_acc: 0.8958, loss_cls: 1.0933, loss: 1.0933, grad_norm: 7.0880 2020-10-12 20:00:19,717 - mmaction - INFO - Epoch [32][4160/5010] lr: 7.500e-04, eta: 1 day, 1:44:49, time: 1.435, data_time: 0.012, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9052, loss_cls: 1.0702, loss: 1.0702, grad_norm: 6.8979 2020-10-12 20:00:37,549 - mmaction - INFO - Epoch [32][4180/5010] lr: 7.500e-04, eta: 1 day, 1:44:27, time: 0.905, data_time: 0.023, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9188, loss_cls: 1.0205, loss: 1.0205, grad_norm: 7.1860 2020-10-12 20:00:57,256 - mmaction - INFO - Epoch [32][4200/5010] lr: 7.500e-04, eta: 1 day, 1:44:07, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.9505, loss: 0.9505, grad_norm: 6.6131 2020-10-12 20:01:17,537 - mmaction - INFO - Epoch [32][4220/5010] lr: 7.500e-04, eta: 1 day, 1:43:46, time: 1.016, data_time: 0.006, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9083, loss_cls: 1.0434, loss: 1.0434, grad_norm: 6.7690 2020-10-12 20:01:39,104 - mmaction - INFO - Epoch [32][4240/5010] lr: 7.500e-04, eta: 1 day, 1:43:26, time: 1.076, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9167, loss_cls: 0.9624, loss: 0.9624, grad_norm: 6.8583 2020-10-12 20:01:58,584 - mmaction - INFO - Epoch [32][4260/5010] lr: 7.500e-04, eta: 1 day, 1:43:06, time: 0.976, data_time: 0.006, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9083, loss_cls: 1.0140, loss: 1.0140, grad_norm: 6.8156 2020-10-12 20:02:19,148 - mmaction - INFO - Epoch [32][4280/5010] lr: 7.500e-04, eta: 1 day, 1:42:45, time: 1.026, data_time: 0.005, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9094, loss_cls: 1.0170, loss: 1.0170, grad_norm: 6.8714 2020-10-12 20:02:39,091 - mmaction - INFO - Epoch [32][4300/5010] lr: 7.500e-04, eta: 1 day, 1:42:25, time: 0.999, data_time: 0.006, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9042, loss_cls: 1.0030, loss: 1.0030, grad_norm: 6.7460 2020-10-12 20:02:59,367 - mmaction - INFO - Epoch [32][4320/5010] lr: 7.500e-04, eta: 1 day, 1:42:04, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9177, loss_cls: 1.0099, loss: 1.0099, grad_norm: 7.1950 2020-10-12 20:03:20,183 - mmaction - INFO - Epoch [32][4340/5010] lr: 7.500e-04, eta: 1 day, 1:41:44, time: 1.038, data_time: 0.006, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9208, loss_cls: 0.9618, loss: 0.9618, grad_norm: 6.6721 2020-10-12 20:03:41,119 - mmaction - INFO - Epoch [32][4360/5010] lr: 7.500e-04, eta: 1 day, 1:41:24, time: 1.050, data_time: 0.007, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9052, loss_cls: 1.0650, loss: 1.0650, grad_norm: 7.0641 2020-10-12 20:04:01,609 - mmaction - INFO - Epoch [32][4380/5010] lr: 7.500e-04, eta: 1 day, 1:41:04, time: 1.023, data_time: 0.006, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9083, loss_cls: 0.9699, loss: 0.9699, grad_norm: 6.8705 2020-10-12 20:04:22,106 - mmaction - INFO - Epoch [32][4400/5010] lr: 7.500e-04, eta: 1 day, 1:40:44, time: 1.026, data_time: 0.005, memory: 10398, top1_acc: 0.7260, top5_acc: 0.9146, loss_cls: 1.0419, loss: 1.0419, grad_norm: 7.1133 2020-10-12 20:04:42,744 - mmaction - INFO - Epoch [32][4420/5010] lr: 7.500e-04, eta: 1 day, 1:40:23, time: 1.032, data_time: 0.003, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9010, loss_cls: 1.0005, loss: 1.0005, grad_norm: 6.7878 2020-10-12 20:05:03,157 - mmaction - INFO - Epoch [32][4440/5010] lr: 7.500e-04, eta: 1 day, 1:40:03, time: 1.021, data_time: 0.005, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9125, loss_cls: 1.0457, loss: 1.0457, grad_norm: 7.0151 2020-10-12 20:05:22,831 - mmaction - INFO - Epoch [32][4460/5010] lr: 7.500e-04, eta: 1 day, 1:39:42, time: 0.984, data_time: 0.002, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9167, loss_cls: 0.9894, loss: 0.9894, grad_norm: 6.9394 2020-10-12 20:05:43,555 - mmaction - INFO - Epoch [32][4480/5010] lr: 7.500e-04, eta: 1 day, 1:39:22, time: 1.036, data_time: 0.002, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9219, loss_cls: 0.9268, loss: 0.9268, grad_norm: 6.7615 2020-10-12 20:06:03,584 - mmaction - INFO - Epoch [32][4500/5010] lr: 7.500e-04, eta: 1 day, 1:39:02, time: 0.998, data_time: 0.004, memory: 10398, top1_acc: 0.7260, top5_acc: 0.9125, loss_cls: 1.0210, loss: 1.0210, grad_norm: 7.1003 2020-10-12 20:06:24,256 - mmaction - INFO - Epoch [32][4520/5010] lr: 7.500e-04, eta: 1 day, 1:38:41, time: 1.037, data_time: 0.007, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9052, loss_cls: 0.9846, loss: 0.9846, grad_norm: 6.5526 2020-10-12 20:06:44,425 - mmaction - INFO - Epoch [32][4540/5010] lr: 7.500e-04, eta: 1 day, 1:38:21, time: 1.009, data_time: 0.002, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9208, loss_cls: 1.0114, loss: 1.0114, grad_norm: 6.7470 2020-10-12 20:07:04,412 - mmaction - INFO - Epoch [32][4560/5010] lr: 7.500e-04, eta: 1 day, 1:38:00, time: 0.998, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9104, loss_cls: 0.9439, loss: 0.9439, grad_norm: 6.4480 2020-10-12 20:07:25,221 - mmaction - INFO - Epoch [32][4580/5010] lr: 7.500e-04, eta: 1 day, 1:37:40, time: 1.042, data_time: 0.005, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9052, loss_cls: 0.9966, loss: 0.9966, grad_norm: 6.9165 2020-10-12 20:07:45,475 - mmaction - INFO - Epoch [32][4600/5010] lr: 7.500e-04, eta: 1 day, 1:37:20, time: 1.012, data_time: 0.002, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9125, loss_cls: 0.9548, loss: 0.9548, grad_norm: 6.6307 2020-10-12 20:08:05,547 - mmaction - INFO - Epoch [32][4620/5010] lr: 7.500e-04, eta: 1 day, 1:36:59, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9240, loss_cls: 0.9551, loss: 0.9551, grad_norm: 6.6667 2020-10-12 20:08:26,114 - mmaction - INFO - Epoch [32][4640/5010] lr: 7.500e-04, eta: 1 day, 1:36:39, time: 1.030, data_time: 0.005, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9021, loss_cls: 1.0524, loss: 1.0524, grad_norm: 6.7856 2020-10-12 20:08:46,844 - mmaction - INFO - Epoch [32][4660/5010] lr: 7.500e-04, eta: 1 day, 1:36:19, time: 1.037, data_time: 0.002, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9052, loss_cls: 1.0009, loss: 1.0009, grad_norm: 6.5910 2020-10-12 20:09:07,257 - mmaction - INFO - Epoch [32][4680/5010] lr: 7.500e-04, eta: 1 day, 1:35:58, time: 1.019, data_time: 0.005, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9146, loss_cls: 0.9599, loss: 0.9599, grad_norm: 6.7400 2020-10-12 20:09:26,913 - mmaction - INFO - Epoch [32][4700/5010] lr: 7.500e-04, eta: 1 day, 1:35:38, time: 0.984, data_time: 0.006, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9083, loss_cls: 1.0226, loss: 1.0226, grad_norm: 6.9065 2020-10-12 20:09:46,780 - mmaction - INFO - Epoch [32][4720/5010] lr: 7.500e-04, eta: 1 day, 1:35:17, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9083, loss_cls: 1.0733, loss: 1.0733, grad_norm: 7.1117 2020-10-12 20:10:06,863 - mmaction - INFO - Epoch [32][4740/5010] lr: 7.500e-04, eta: 1 day, 1:34:57, time: 1.004, data_time: 0.005, memory: 10398, top1_acc: 0.7313, top5_acc: 0.9167, loss_cls: 1.0348, loss: 1.0348, grad_norm: 6.9681 2020-10-12 20:10:27,529 - mmaction - INFO - Epoch [32][4760/5010] lr: 7.500e-04, eta: 1 day, 1:34:36, time: 1.033, data_time: 0.002, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9167, loss_cls: 0.9999, loss: 0.9999, grad_norm: 6.7354 2020-10-12 20:10:47,611 - mmaction - INFO - Epoch [32][4780/5010] lr: 7.500e-04, eta: 1 day, 1:34:16, time: 1.004, data_time: 0.002, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9094, loss_cls: 1.0010, loss: 1.0010, grad_norm: 6.8160 2020-10-12 20:11:07,532 - mmaction - INFO - Epoch [32][4800/5010] lr: 7.500e-04, eta: 1 day, 1:33:55, time: 0.995, data_time: 0.005, memory: 10398, top1_acc: 0.7104, top5_acc: 0.9052, loss_cls: 1.0960, loss: 1.0960, grad_norm: 7.0743 2020-10-12 20:11:28,062 - mmaction - INFO - Epoch [32][4820/5010] lr: 7.500e-04, eta: 1 day, 1:33:35, time: 1.028, data_time: 0.006, memory: 10398, top1_acc: 0.7229, top5_acc: 0.8969, loss_cls: 1.0376, loss: 1.0376, grad_norm: 6.8758 2020-10-12 20:11:47,812 - mmaction - INFO - Epoch [32][4840/5010] lr: 7.500e-04, eta: 1 day, 1:33:14, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9115, loss_cls: 0.9760, loss: 0.9760, grad_norm: 6.9596 2020-10-12 20:12:08,315 - mmaction - INFO - Epoch [32][4860/5010] lr: 7.500e-04, eta: 1 day, 1:32:54, time: 1.024, data_time: 0.005, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9104, loss_cls: 1.0283, loss: 1.0283, grad_norm: 7.0262 2020-10-12 20:12:28,157 - mmaction - INFO - Epoch [32][4880/5010] lr: 7.500e-04, eta: 1 day, 1:32:33, time: 0.994, data_time: 0.006, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9104, loss_cls: 1.0026, loss: 1.0026, grad_norm: 6.9231 2020-10-12 20:12:48,532 - mmaction - INFO - Epoch [32][4900/5010] lr: 7.500e-04, eta: 1 day, 1:32:13, time: 1.019, data_time: 0.002, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9188, loss_cls: 0.9859, loss: 0.9859, grad_norm: 6.7828 2020-10-12 20:13:08,871 - mmaction - INFO - Epoch [32][4920/5010] lr: 7.500e-04, eta: 1 day, 1:31:53, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9208, loss_cls: 0.9600, loss: 0.9600, grad_norm: 6.8073 2020-10-12 20:13:28,544 - mmaction - INFO - Epoch [32][4940/5010] lr: 7.500e-04, eta: 1 day, 1:31:32, time: 0.984, data_time: 0.002, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9146, loss_cls: 0.9564, loss: 0.9564, grad_norm: 6.6800 2020-10-12 20:13:48,726 - mmaction - INFO - Epoch [32][4960/5010] lr: 7.500e-04, eta: 1 day, 1:31:11, time: 1.009, data_time: 0.002, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9177, loss_cls: 0.8822, loss: 0.8822, grad_norm: 6.4082 2020-10-12 20:14:08,884 - mmaction - INFO - Epoch [32][4980/5010] lr: 7.500e-04, eta: 1 day, 1:30:51, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9073, loss_cls: 1.0038, loss: 1.0038, grad_norm: 7.1776 2020-10-12 20:14:28,699 - mmaction - INFO - Epoch [32][5000/5010] lr: 7.500e-04, eta: 1 day, 1:30:30, time: 0.994, data_time: 0.006, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9156, loss_cls: 1.0475, loss: 1.0475, grad_norm: 7.2285 2020-10-12 20:15:11,466 - mmaction - INFO - Epoch [33][20/5010] lr: 7.500e-04, eta: 1 day, 1:30:01, time: 1.620, data_time: 0.767, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9125, loss_cls: 0.9792, loss: 0.9792, grad_norm: 6.7217 2020-10-12 20:15:30,819 - mmaction - INFO - Epoch [33][40/5010] lr: 7.500e-04, eta: 1 day, 1:29:40, time: 0.968, data_time: 0.005, memory: 10398, top1_acc: 0.7333, top5_acc: 0.8990, loss_cls: 1.0627, loss: 1.0627, grad_norm: 6.9885 2020-10-12 20:15:50,672 - mmaction - INFO - Epoch [33][60/5010] lr: 7.500e-04, eta: 1 day, 1:29:19, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9010, loss_cls: 1.0009, loss: 1.0009, grad_norm: 6.7705 2020-10-12 20:16:10,040 - mmaction - INFO - Epoch [33][80/5010] lr: 7.500e-04, eta: 1 day, 1:28:58, time: 0.967, data_time: 0.005, memory: 10398, top1_acc: 0.7260, top5_acc: 0.9125, loss_cls: 1.0274, loss: 1.0274, grad_norm: 7.0528 2020-10-12 20:16:31,481 - mmaction - INFO - Epoch [33][100/5010] lr: 7.500e-04, eta: 1 day, 1:28:38, time: 1.071, data_time: 0.006, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9177, loss_cls: 0.9319, loss: 0.9319, grad_norm: 6.7430 2020-10-12 20:16:50,715 - mmaction - INFO - Epoch [33][120/5010] lr: 7.500e-04, eta: 1 day, 1:28:17, time: 0.964, data_time: 0.006, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9167, loss_cls: 1.0017, loss: 1.0017, grad_norm: 7.0057 2020-10-12 20:17:10,873 - mmaction - INFO - Epoch [33][140/5010] lr: 7.500e-04, eta: 1 day, 1:27:57, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9198, loss_cls: 0.8984, loss: 0.8984, grad_norm: 6.5766 2020-10-12 20:17:32,102 - mmaction - INFO - Epoch [33][160/5010] lr: 7.500e-04, eta: 1 day, 1:27:37, time: 1.060, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9188, loss_cls: 0.9657, loss: 0.9657, grad_norm: 6.7640 2020-10-12 20:17:52,022 - mmaction - INFO - Epoch [33][180/5010] lr: 7.500e-04, eta: 1 day, 1:27:16, time: 0.999, data_time: 0.007, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9177, loss_cls: 0.9506, loss: 0.9506, grad_norm: 6.7500 2020-10-12 20:18:11,572 - mmaction - INFO - Epoch [33][200/5010] lr: 7.500e-04, eta: 1 day, 1:26:56, time: 0.976, data_time: 0.005, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9073, loss_cls: 1.0286, loss: 1.0286, grad_norm: 7.1124 2020-10-12 20:18:32,319 - mmaction - INFO - Epoch [33][220/5010] lr: 7.500e-04, eta: 1 day, 1:26:36, time: 1.039, data_time: 0.005, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9417, loss_cls: 0.8274, loss: 0.8274, grad_norm: 6.4263 2020-10-12 20:18:52,429 - mmaction - INFO - Epoch [33][240/5010] lr: 7.500e-04, eta: 1 day, 1:26:15, time: 1.006, data_time: 0.003, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9208, loss_cls: 0.9017, loss: 0.9017, grad_norm: 6.5963 2020-10-12 20:19:13,347 - mmaction - INFO - Epoch [33][260/5010] lr: 7.500e-04, eta: 1 day, 1:25:55, time: 1.042, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9188, loss_cls: 0.9146, loss: 0.9146, grad_norm: 6.6968 2020-10-12 20:19:32,771 - mmaction - INFO - Epoch [33][280/5010] lr: 7.500e-04, eta: 1 day, 1:25:34, time: 0.975, data_time: 0.007, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9167, loss_cls: 0.9521, loss: 0.9521, grad_norm: 6.8400 2020-10-12 20:19:53,801 - mmaction - INFO - Epoch [33][300/5010] lr: 7.500e-04, eta: 1 day, 1:25:14, time: 1.052, data_time: 0.002, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9094, loss_cls: 1.0055, loss: 1.0055, grad_norm: 6.9651 2020-10-12 20:20:13,253 - mmaction - INFO - Epoch [33][320/5010] lr: 7.500e-04, eta: 1 day, 1:24:53, time: 0.972, data_time: 0.004, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9010, loss_cls: 1.0041, loss: 1.0041, grad_norm: 7.0119 2020-10-12 20:20:33,862 - mmaction - INFO - Epoch [33][340/5010] lr: 7.500e-04, eta: 1 day, 1:24:33, time: 1.029, data_time: 0.003, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9146, loss_cls: 0.9821, loss: 0.9821, grad_norm: 6.7920 2020-10-12 20:20:54,152 - mmaction - INFO - Epoch [33][360/5010] lr: 7.500e-04, eta: 1 day, 1:24:13, time: 1.016, data_time: 0.006, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9292, loss_cls: 0.8885, loss: 0.8885, grad_norm: 6.6439 2020-10-12 20:21:16,066 - mmaction - INFO - Epoch [33][380/5010] lr: 7.500e-04, eta: 1 day, 1:23:53, time: 1.092, data_time: 0.005, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9083, loss_cls: 1.0240, loss: 1.0240, grad_norm: 6.8288 2020-10-12 20:21:36,050 - mmaction - INFO - Epoch [33][400/5010] lr: 7.500e-04, eta: 1 day, 1:23:32, time: 1.003, data_time: 0.007, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9167, loss_cls: 0.9499, loss: 0.9499, grad_norm: 6.8849 2020-10-12 20:21:56,149 - mmaction - INFO - Epoch [33][420/5010] lr: 7.500e-04, eta: 1 day, 1:23:12, time: 1.004, data_time: 0.002, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9083, loss_cls: 0.9856, loss: 0.9856, grad_norm: 6.9837 2020-10-12 20:22:18,216 - mmaction - INFO - Epoch [33][440/5010] lr: 7.500e-04, eta: 1 day, 1:22:53, time: 1.104, data_time: 0.004, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9208, loss_cls: 0.9971, loss: 0.9971, grad_norm: 6.9602 2020-10-12 20:22:37,918 - mmaction - INFO - Epoch [33][460/5010] lr: 7.500e-04, eta: 1 day, 1:22:32, time: 0.985, data_time: 0.006, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9187, loss_cls: 0.9407, loss: 0.9407, grad_norm: 6.7965 2020-10-12 20:22:57,556 - mmaction - INFO - Epoch [33][480/5010] lr: 7.500e-04, eta: 1 day, 1:22:11, time: 0.980, data_time: 0.006, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9156, loss_cls: 0.9850, loss: 0.9850, grad_norm: 7.0542 2020-10-12 20:23:17,116 - mmaction - INFO - Epoch [33][500/5010] lr: 7.500e-04, eta: 1 day, 1:21:50, time: 0.980, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9063, loss_cls: 1.0095, loss: 1.0095, grad_norm: 6.8357 2020-10-12 20:23:37,739 - mmaction - INFO - Epoch [33][520/5010] lr: 7.500e-04, eta: 1 day, 1:21:30, time: 1.031, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9094, loss_cls: 0.9881, loss: 0.9881, grad_norm: 6.7770 2020-10-12 20:23:58,129 - mmaction - INFO - Epoch [33][540/5010] lr: 7.500e-04, eta: 1 day, 1:21:10, time: 1.018, data_time: 0.006, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9073, loss_cls: 1.0052, loss: 1.0052, grad_norm: 7.0578 2020-10-12 20:24:18,523 - mmaction - INFO - Epoch [33][560/5010] lr: 7.500e-04, eta: 1 day, 1:20:49, time: 1.022, data_time: 0.006, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9083, loss_cls: 1.0172, loss: 1.0172, grad_norm: 7.1716 2020-10-12 20:24:39,121 - mmaction - INFO - Epoch [33][580/5010] lr: 7.500e-04, eta: 1 day, 1:20:29, time: 1.028, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9156, loss_cls: 0.9647, loss: 0.9647, grad_norm: 6.6119 2020-10-12 20:24:59,217 - mmaction - INFO - Epoch [33][600/5010] lr: 7.500e-04, eta: 1 day, 1:20:09, time: 1.006, data_time: 0.006, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9250, loss_cls: 0.9298, loss: 0.9298, grad_norm: 6.8149 2020-10-12 20:25:19,608 - mmaction - INFO - Epoch [33][620/5010] lr: 7.500e-04, eta: 1 day, 1:19:48, time: 1.020, data_time: 0.005, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9198, loss_cls: 0.9230, loss: 0.9230, grad_norm: 6.8473 2020-10-12 20:25:40,364 - mmaction - INFO - Epoch [33][640/5010] lr: 7.500e-04, eta: 1 day, 1:19:28, time: 1.036, data_time: 0.006, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9198, loss_cls: 0.9433, loss: 0.9433, grad_norm: 6.6789 2020-10-12 20:26:00,812 - mmaction - INFO - Epoch [33][660/5010] lr: 7.500e-04, eta: 1 day, 1:19:08, time: 1.024, data_time: 0.005, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9198, loss_cls: 1.0025, loss: 1.0025, grad_norm: 6.9972 2020-10-12 20:26:20,846 - mmaction - INFO - Epoch [33][680/5010] lr: 7.500e-04, eta: 1 day, 1:18:47, time: 1.000, data_time: 0.005, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9094, loss_cls: 0.9735, loss: 0.9735, grad_norm: 6.8504 2020-10-12 20:26:41,794 - mmaction - INFO - Epoch [33][700/5010] lr: 7.500e-04, eta: 1 day, 1:18:27, time: 1.049, data_time: 0.006, memory: 10398, top1_acc: 0.7406, top5_acc: 0.8990, loss_cls: 1.0512, loss: 1.0512, grad_norm: 7.1190 2020-10-12 20:27:01,303 - mmaction - INFO - Epoch [33][720/5010] lr: 7.500e-04, eta: 1 day, 1:18:06, time: 0.974, data_time: 0.005, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9146, loss_cls: 0.9651, loss: 0.9651, grad_norm: 6.7632 2020-10-12 20:27:21,759 - mmaction - INFO - Epoch [33][740/5010] lr: 7.500e-04, eta: 1 day, 1:17:46, time: 1.024, data_time: 0.006, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9052, loss_cls: 1.0277, loss: 1.0277, grad_norm: 7.0615 2020-10-12 20:27:43,313 - mmaction - INFO - Epoch [33][760/5010] lr: 7.500e-04, eta: 1 day, 1:17:26, time: 1.078, data_time: 0.002, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9115, loss_cls: 0.9646, loss: 0.9646, grad_norm: 6.5573 2020-10-12 20:28:03,891 - mmaction - INFO - Epoch [33][780/5010] lr: 7.500e-04, eta: 1 day, 1:17:06, time: 1.027, data_time: 0.005, memory: 10398, top1_acc: 0.7229, top5_acc: 0.8969, loss_cls: 1.1271, loss: 1.1271, grad_norm: 7.1383 2020-10-12 20:28:24,622 - mmaction - INFO - Epoch [33][800/5010] lr: 7.500e-04, eta: 1 day, 1:16:46, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9104, loss_cls: 0.9659, loss: 0.9659, grad_norm: 6.6466 2020-10-12 20:28:45,907 - mmaction - INFO - Epoch [33][820/5010] lr: 7.500e-04, eta: 1 day, 1:16:26, time: 1.064, data_time: 0.002, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9063, loss_cls: 1.0348, loss: 1.0348, grad_norm: 7.0104 2020-10-12 20:29:05,426 - mmaction - INFO - Epoch [33][840/5010] lr: 7.500e-04, eta: 1 day, 1:16:05, time: 0.974, data_time: 0.004, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9156, loss_cls: 0.9895, loss: 0.9895, grad_norm: 6.7363 2020-10-12 20:29:25,240 - mmaction - INFO - Epoch [33][860/5010] lr: 7.500e-04, eta: 1 day, 1:15:45, time: 0.992, data_time: 0.006, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9104, loss_cls: 1.0198, loss: 1.0198, grad_norm: 7.2620 2020-10-12 20:29:46,122 - mmaction - INFO - Epoch [33][880/5010] lr: 7.500e-04, eta: 1 day, 1:15:24, time: 1.044, data_time: 0.002, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9010, loss_cls: 1.0131, loss: 1.0131, grad_norm: 6.8405 2020-10-12 20:30:06,496 - mmaction - INFO - Epoch [33][900/5010] lr: 7.500e-04, eta: 1 day, 1:15:04, time: 1.019, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9115, loss_cls: 0.9832, loss: 0.9832, grad_norm: 6.8159 2020-10-12 20:30:26,468 - mmaction - INFO - Epoch [33][920/5010] lr: 7.500e-04, eta: 1 day, 1:14:44, time: 0.998, data_time: 0.003, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9094, loss_cls: 0.9520, loss: 0.9520, grad_norm: 6.7372 2020-10-12 20:30:47,625 - mmaction - INFO - Epoch [33][940/5010] lr: 7.500e-04, eta: 1 day, 1:14:24, time: 1.058, data_time: 0.002, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9062, loss_cls: 1.0298, loss: 1.0298, grad_norm: 6.9480 2020-10-12 20:31:08,210 - mmaction - INFO - Epoch [33][960/5010] lr: 7.500e-04, eta: 1 day, 1:14:03, time: 1.027, data_time: 0.004, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9229, loss_cls: 0.9695, loss: 0.9695, grad_norm: 6.7541 2020-10-12 20:31:29,117 - mmaction - INFO - Epoch [33][980/5010] lr: 7.500e-04, eta: 1 day, 1:13:43, time: 1.047, data_time: 0.006, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9260, loss_cls: 0.9072, loss: 0.9072, grad_norm: 6.5814 2020-10-12 20:31:48,988 - mmaction - INFO - Epoch [33][1000/5010] lr: 7.500e-04, eta: 1 day, 1:13:23, time: 0.992, data_time: 0.002, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9146, loss_cls: 0.9976, loss: 0.9976, grad_norm: 6.8749 2020-10-12 20:32:10,036 - mmaction - INFO - Epoch [33][1020/5010] lr: 7.500e-04, eta: 1 day, 1:13:03, time: 1.052, data_time: 0.006, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9177, loss_cls: 0.9893, loss: 0.9893, grad_norm: 6.8366 2020-10-12 20:32:31,108 - mmaction - INFO - Epoch [33][1040/5010] lr: 7.500e-04, eta: 1 day, 1:12:43, time: 1.054, data_time: 0.006, memory: 10398, top1_acc: 0.7573, top5_acc: 0.8990, loss_cls: 1.0193, loss: 1.0193, grad_norm: 6.8284 2020-10-12 20:32:51,347 - mmaction - INFO - Epoch [33][1060/5010] lr: 7.500e-04, eta: 1 day, 1:12:22, time: 1.012, data_time: 0.006, memory: 10398, top1_acc: 0.7437, top5_acc: 0.9083, loss_cls: 0.9869, loss: 0.9869, grad_norm: 6.9984 2020-10-12 20:33:12,436 - mmaction - INFO - Epoch [33][1080/5010] lr: 7.500e-04, eta: 1 day, 1:12:02, time: 1.054, data_time: 0.007, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9156, loss_cls: 0.9673, loss: 0.9673, grad_norm: 6.4910 2020-10-12 20:33:33,261 - mmaction - INFO - Epoch [33][1100/5010] lr: 7.500e-04, eta: 1 day, 1:11:42, time: 1.043, data_time: 0.006, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9083, loss_cls: 0.9235, loss: 0.9235, grad_norm: 6.6778 2020-10-12 20:33:52,900 - mmaction - INFO - Epoch [33][1120/5010] lr: 7.500e-04, eta: 1 day, 1:11:21, time: 0.982, data_time: 0.002, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9042, loss_cls: 1.0232, loss: 1.0232, grad_norm: 6.6841 2020-10-12 20:34:13,017 - mmaction - INFO - Epoch [33][1140/5010] lr: 7.500e-04, eta: 1 day, 1:11:01, time: 1.004, data_time: 0.005, memory: 10398, top1_acc: 0.7240, top5_acc: 0.9052, loss_cls: 1.0774, loss: 1.0774, grad_norm: 7.2938 2020-10-12 20:34:32,961 - mmaction - INFO - Epoch [33][1160/5010] lr: 7.500e-04, eta: 1 day, 1:10:40, time: 0.999, data_time: 0.006, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9156, loss_cls: 1.0441, loss: 1.0441, grad_norm: 7.4184 2020-10-12 20:34:53,426 - mmaction - INFO - Epoch [33][1180/5010] lr: 7.500e-04, eta: 1 day, 1:10:20, time: 1.024, data_time: 0.002, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9104, loss_cls: 0.9950, loss: 0.9950, grad_norm: 6.9499 2020-10-12 20:35:13,929 - mmaction - INFO - Epoch [33][1200/5010] lr: 7.500e-04, eta: 1 day, 1:10:00, time: 1.023, data_time: 0.004, memory: 10398, top1_acc: 0.7260, top5_acc: 0.9031, loss_cls: 1.0456, loss: 1.0456, grad_norm: 7.0101 2020-10-12 20:35:34,029 - mmaction - INFO - Epoch [33][1220/5010] lr: 7.500e-04, eta: 1 day, 1:09:39, time: 1.007, data_time: 0.005, memory: 10398, top1_acc: 0.7260, top5_acc: 0.9010, loss_cls: 1.0699, loss: 1.0699, grad_norm: 6.8245 2020-10-12 20:35:53,778 - mmaction - INFO - Epoch [33][1240/5010] lr: 7.500e-04, eta: 1 day, 1:09:19, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9271, loss_cls: 0.9420, loss: 0.9420, grad_norm: 6.7023 2020-10-12 20:36:14,079 - mmaction - INFO - Epoch [33][1260/5010] lr: 7.500e-04, eta: 1 day, 1:08:58, time: 1.012, data_time: 0.005, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9031, loss_cls: 1.0032, loss: 1.0032, grad_norm: 6.7351 2020-10-12 20:36:33,955 - mmaction - INFO - Epoch [33][1280/5010] lr: 7.500e-04, eta: 1 day, 1:08:38, time: 0.996, data_time: 0.006, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9052, loss_cls: 0.9801, loss: 0.9801, grad_norm: 6.7151 2020-10-12 20:36:54,067 - mmaction - INFO - Epoch [33][1300/5010] lr: 7.500e-04, eta: 1 day, 1:08:17, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9073, loss_cls: 0.9817, loss: 0.9817, grad_norm: 6.6633 2020-10-12 20:37:14,108 - mmaction - INFO - Epoch [33][1320/5010] lr: 7.500e-04, eta: 1 day, 1:07:56, time: 0.999, data_time: 0.004, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9187, loss_cls: 0.9607, loss: 0.9607, grad_norm: 6.7475 2020-10-12 20:37:34,032 - mmaction - INFO - Epoch [33][1340/5010] lr: 7.500e-04, eta: 1 day, 1:07:36, time: 0.999, data_time: 0.007, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9156, loss_cls: 0.9819, loss: 0.9819, grad_norm: 6.8544 2020-10-12 20:37:53,904 - mmaction - INFO - Epoch [33][1360/5010] lr: 7.500e-04, eta: 1 day, 1:07:15, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9146, loss_cls: 0.9662, loss: 0.9662, grad_norm: 7.0097 2020-10-12 20:38:14,901 - mmaction - INFO - Epoch [33][1380/5010] lr: 7.500e-04, eta: 1 day, 1:06:55, time: 1.046, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9083, loss_cls: 0.9971, loss: 0.9971, grad_norm: 6.8485 2020-10-12 20:38:34,532 - mmaction - INFO - Epoch [33][1400/5010] lr: 7.500e-04, eta: 1 day, 1:06:34, time: 0.985, data_time: 0.007, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9188, loss_cls: 0.9439, loss: 0.9439, grad_norm: 6.4998 2020-10-12 20:38:54,852 - mmaction - INFO - Epoch [33][1420/5010] lr: 7.500e-04, eta: 1 day, 1:06:14, time: 1.016, data_time: 0.002, memory: 10398, top1_acc: 0.7156, top5_acc: 0.9083, loss_cls: 1.0583, loss: 1.0583, grad_norm: 7.1452 2020-10-12 20:39:14,634 - mmaction - INFO - Epoch [33][1440/5010] lr: 7.500e-04, eta: 1 day, 1:05:53, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9187, loss_cls: 1.0290, loss: 1.0290, grad_norm: 7.0320 2020-10-12 20:39:34,752 - mmaction - INFO - Epoch [33][1460/5010] lr: 7.500e-04, eta: 1 day, 1:05:33, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9344, loss_cls: 0.8710, loss: 0.8710, grad_norm: 6.4544 2020-10-12 20:39:55,128 - mmaction - INFO - Epoch [33][1480/5010] lr: 7.500e-04, eta: 1 day, 1:05:13, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9073, loss_cls: 1.0437, loss: 1.0437, grad_norm: 7.2678 2020-10-12 20:40:15,054 - mmaction - INFO - Epoch [33][1500/5010] lr: 7.500e-04, eta: 1 day, 1:04:52, time: 0.994, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9104, loss_cls: 0.9289, loss: 0.9289, grad_norm: 6.5730 2020-10-12 20:40:34,999 - mmaction - INFO - Epoch [33][1520/5010] lr: 7.500e-04, eta: 1 day, 1:04:31, time: 1.001, data_time: 0.007, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9021, loss_cls: 1.0011, loss: 1.0011, grad_norm: 6.7195 2020-10-12 20:40:54,621 - mmaction - INFO - Epoch [33][1540/5010] lr: 7.500e-04, eta: 1 day, 1:04:11, time: 0.981, data_time: 0.002, memory: 10398, top1_acc: 0.7427, top5_acc: 0.8979, loss_cls: 1.0409, loss: 1.0409, grad_norm: 7.0273 2020-10-12 20:41:15,143 - mmaction - INFO - Epoch [33][1560/5010] lr: 7.500e-04, eta: 1 day, 1:03:50, time: 1.022, data_time: 0.004, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9073, loss_cls: 0.9993, loss: 0.9993, grad_norm: 6.6227 2020-10-12 20:41:34,937 - mmaction - INFO - Epoch [33][1580/5010] lr: 7.500e-04, eta: 1 day, 1:03:30, time: 0.993, data_time: 0.007, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9219, loss_cls: 0.9484, loss: 0.9484, grad_norm: 6.6284 2020-10-12 20:41:55,375 - mmaction - INFO - Epoch [33][1600/5010] lr: 7.500e-04, eta: 1 day, 1:03:09, time: 1.022, data_time: 0.002, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9073, loss_cls: 1.0510, loss: 1.0510, grad_norm: 7.0843 2020-10-12 20:42:15,266 - mmaction - INFO - Epoch [33][1620/5010] lr: 7.500e-04, eta: 1 day, 1:02:49, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9125, loss_cls: 0.9847, loss: 0.9847, grad_norm: 6.7255 2020-10-12 20:42:35,282 - mmaction - INFO - Epoch [33][1640/5010] lr: 7.500e-04, eta: 1 day, 1:02:28, time: 1.003, data_time: 0.006, memory: 10398, top1_acc: 0.7365, top5_acc: 0.8896, loss_cls: 1.0572, loss: 1.0572, grad_norm: 6.7918 2020-10-12 20:42:55,155 - mmaction - INFO - Epoch [33][1660/5010] lr: 7.500e-04, eta: 1 day, 1:02:07, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9135, loss_cls: 0.9895, loss: 0.9895, grad_norm: 6.8205 2020-10-12 20:43:15,347 - mmaction - INFO - Epoch [33][1680/5010] lr: 7.500e-04, eta: 1 day, 1:01:47, time: 1.007, data_time: 0.005, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9073, loss_cls: 1.0235, loss: 1.0235, grad_norm: 6.9014 2020-10-12 20:43:35,929 - mmaction - INFO - Epoch [33][1700/5010] lr: 7.500e-04, eta: 1 day, 1:01:27, time: 1.032, data_time: 0.007, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9146, loss_cls: 0.9846, loss: 0.9846, grad_norm: 6.7061 2020-10-12 20:43:55,375 - mmaction - INFO - Epoch [33][1720/5010] lr: 7.500e-04, eta: 1 day, 1:01:06, time: 0.973, data_time: 0.002, memory: 10398, top1_acc: 0.7687, top5_acc: 0.9094, loss_cls: 0.9120, loss: 0.9120, grad_norm: 6.6863 2020-10-12 20:44:15,676 - mmaction - INFO - Epoch [33][1740/5010] lr: 7.500e-04, eta: 1 day, 1:00:46, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9135, loss_cls: 0.9607, loss: 0.9607, grad_norm: 6.8520 2020-10-12 20:44:35,860 - mmaction - INFO - Epoch [33][1760/5010] lr: 7.500e-04, eta: 1 day, 1:00:25, time: 1.011, data_time: 0.006, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9146, loss_cls: 1.0050, loss: 1.0050, grad_norm: 6.8268 2020-10-12 20:44:55,790 - mmaction - INFO - Epoch [33][1780/5010] lr: 7.500e-04, eta: 1 day, 1:00:04, time: 0.996, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9188, loss_cls: 0.9556, loss: 0.9556, grad_norm: 6.7150 2020-10-12 20:45:16,094 - mmaction - INFO - Epoch [33][1800/5010] lr: 7.500e-04, eta: 1 day, 0:59:44, time: 1.016, data_time: 0.002, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9198, loss_cls: 0.9526, loss: 0.9526, grad_norm: 6.7068 2020-10-12 20:45:36,600 - mmaction - INFO - Epoch [33][1820/5010] lr: 7.500e-04, eta: 1 day, 0:59:24, time: 1.024, data_time: 0.005, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9115, loss_cls: 0.9834, loss: 0.9834, grad_norm: 6.9289 2020-10-12 20:45:56,396 - mmaction - INFO - Epoch [33][1840/5010] lr: 7.500e-04, eta: 1 day, 0:59:03, time: 0.991, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9146, loss_cls: 0.9968, loss: 0.9968, grad_norm: 6.5591 2020-10-12 20:46:16,466 - mmaction - INFO - Epoch [33][1860/5010] lr: 7.500e-04, eta: 1 day, 0:58:43, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.7323, top5_acc: 0.8990, loss_cls: 1.0507, loss: 1.0507, grad_norm: 7.0279 2020-10-12 20:46:36,763 - mmaction - INFO - Epoch [33][1880/5010] lr: 7.500e-04, eta: 1 day, 0:58:22, time: 1.016, data_time: 0.007, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9021, loss_cls: 0.9984, loss: 0.9984, grad_norm: 6.9237 2020-10-12 20:46:57,100 - mmaction - INFO - Epoch [33][1900/5010] lr: 7.500e-04, eta: 1 day, 0:58:02, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9135, loss_cls: 0.9795, loss: 0.9795, grad_norm: 6.3919 2020-10-12 20:47:16,580 - mmaction - INFO - Epoch [33][1920/5010] lr: 7.500e-04, eta: 1 day, 0:57:41, time: 0.977, data_time: 0.007, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9229, loss_cls: 0.9609, loss: 0.9609, grad_norm: 6.8864 2020-10-12 20:47:36,897 - mmaction - INFO - Epoch [33][1940/5010] lr: 7.500e-04, eta: 1 day, 0:57:21, time: 1.014, data_time: 0.006, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9104, loss_cls: 0.9770, loss: 0.9770, grad_norm: 6.6972 2020-10-12 20:47:56,726 - mmaction - INFO - Epoch [33][1960/5010] lr: 7.500e-04, eta: 1 day, 0:57:00, time: 0.993, data_time: 0.006, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9094, loss_cls: 0.9913, loss: 0.9913, grad_norm: 7.0269 2020-10-12 20:48:16,620 - mmaction - INFO - Epoch [33][1980/5010] lr: 7.500e-04, eta: 1 day, 0:56:39, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9115, loss_cls: 0.9604, loss: 0.9604, grad_norm: 6.5658 2020-10-12 20:48:37,181 - mmaction - INFO - Epoch [33][2000/5010] lr: 7.500e-04, eta: 1 day, 0:56:19, time: 1.030, data_time: 0.006, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9135, loss_cls: 0.9977, loss: 0.9977, grad_norm: 7.1249 2020-10-12 20:48:57,100 - mmaction - INFO - Epoch [33][2020/5010] lr: 7.500e-04, eta: 1 day, 0:55:58, time: 0.994, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9042, loss_cls: 1.0277, loss: 1.0277, grad_norm: 7.0677 2020-10-12 20:49:16,939 - mmaction - INFO - Epoch [33][2040/5010] lr: 7.500e-04, eta: 1 day, 0:55:38, time: 0.994, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.8979, loss_cls: 1.0194, loss: 1.0194, grad_norm: 6.8294 2020-10-12 20:49:37,167 - mmaction - INFO - Epoch [33][2060/5010] lr: 7.500e-04, eta: 1 day, 0:55:17, time: 1.010, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9167, loss_cls: 0.9376, loss: 0.9376, grad_norm: 6.7783 2020-10-12 20:49:57,274 - mmaction - INFO - Epoch [33][2080/5010] lr: 7.500e-04, eta: 1 day, 0:54:57, time: 1.007, data_time: 0.005, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9042, loss_cls: 1.0530, loss: 1.0530, grad_norm: 6.8294 2020-10-12 20:50:16,910 - mmaction - INFO - Epoch [33][2100/5010] lr: 7.500e-04, eta: 1 day, 0:54:36, time: 0.980, data_time: 0.005, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9042, loss_cls: 1.0681, loss: 1.0681, grad_norm: 7.0618 2020-10-12 20:50:36,984 - mmaction - INFO - Epoch [33][2120/5010] lr: 7.500e-04, eta: 1 day, 0:54:16, time: 1.004, data_time: 0.005, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9167, loss_cls: 0.9489, loss: 0.9489, grad_norm: 6.7163 2020-10-12 20:50:56,779 - mmaction - INFO - Epoch [33][2140/5010] lr: 7.500e-04, eta: 1 day, 0:53:55, time: 0.989, data_time: 0.006, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9188, loss_cls: 0.9655, loss: 0.9655, grad_norm: 6.7322 2020-10-12 20:51:16,702 - mmaction - INFO - Epoch [33][2160/5010] lr: 7.500e-04, eta: 1 day, 0:53:34, time: 0.998, data_time: 0.005, memory: 10398, top1_acc: 0.7292, top5_acc: 0.8969, loss_cls: 1.0344, loss: 1.0344, grad_norm: 7.0921 2020-10-12 20:51:36,588 - mmaction - INFO - Epoch [33][2180/5010] lr: 7.500e-04, eta: 1 day, 0:53:14, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9010, loss_cls: 1.0624, loss: 1.0624, grad_norm: 7.0477 2020-10-12 20:51:57,562 - mmaction - INFO - Epoch [33][2200/5010] lr: 7.500e-04, eta: 1 day, 0:52:54, time: 1.047, data_time: 0.006, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9031, loss_cls: 0.9891, loss: 0.9891, grad_norm: 6.7244 2020-10-12 20:52:18,319 - mmaction - INFO - Epoch [33][2220/5010] lr: 7.500e-04, eta: 1 day, 0:52:34, time: 1.040, data_time: 0.006, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9135, loss_cls: 1.0172, loss: 1.0172, grad_norm: 6.8415 2020-10-12 20:52:37,892 - mmaction - INFO - Epoch [33][2240/5010] lr: 7.500e-04, eta: 1 day, 0:52:13, time: 0.976, data_time: 0.004, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9063, loss_cls: 1.0433, loss: 1.0433, grad_norm: 7.0985 2020-10-12 20:52:57,983 - mmaction - INFO - Epoch [33][2260/5010] lr: 7.500e-04, eta: 1 day, 0:51:52, time: 1.007, data_time: 0.007, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9281, loss_cls: 0.9475, loss: 0.9475, grad_norm: 6.9037 2020-10-12 20:53:18,998 - mmaction - INFO - Epoch [33][2280/5010] lr: 7.500e-04, eta: 1 day, 0:51:32, time: 1.047, data_time: 0.004, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9021, loss_cls: 1.0171, loss: 1.0171, grad_norm: 7.0053 2020-10-12 20:53:38,941 - mmaction - INFO - Epoch [33][2300/5010] lr: 7.500e-04, eta: 1 day, 0:51:12, time: 1.000, data_time: 0.007, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9073, loss_cls: 1.0315, loss: 1.0315, grad_norm: 7.0860 2020-10-12 20:53:59,405 - mmaction - INFO - Epoch [33][2320/5010] lr: 7.500e-04, eta: 1 day, 0:50:51, time: 1.022, data_time: 0.005, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9083, loss_cls: 1.0113, loss: 1.0113, grad_norm: 7.0393 2020-10-12 20:54:19,227 - mmaction - INFO - Epoch [33][2340/5010] lr: 7.500e-04, eta: 1 day, 0:50:31, time: 0.992, data_time: 0.006, memory: 10398, top1_acc: 0.7219, top5_acc: 0.8927, loss_cls: 1.0963, loss: 1.0963, grad_norm: 7.2112 2020-10-12 20:54:40,326 - mmaction - INFO - Epoch [33][2360/5010] lr: 7.500e-04, eta: 1 day, 0:50:11, time: 1.053, data_time: 0.006, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9240, loss_cls: 0.8833, loss: 0.8833, grad_norm: 6.4923 2020-10-12 20:55:00,353 - mmaction - INFO - Epoch [33][2380/5010] lr: 7.500e-04, eta: 1 day, 0:49:50, time: 1.004, data_time: 0.006, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9208, loss_cls: 0.9367, loss: 0.9367, grad_norm: 6.5754 2020-10-12 20:55:21,249 - mmaction - INFO - Epoch [33][2400/5010] lr: 7.500e-04, eta: 1 day, 0:49:30, time: 1.043, data_time: 0.005, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9083, loss_cls: 0.9887, loss: 0.9887, grad_norm: 6.9741 2020-10-12 20:55:41,641 - mmaction - INFO - Epoch [33][2420/5010] lr: 7.500e-04, eta: 1 day, 0:49:10, time: 1.021, data_time: 0.004, memory: 10398, top1_acc: 0.7385, top5_acc: 0.8958, loss_cls: 1.0450, loss: 1.0450, grad_norm: 7.0855 2020-10-12 20:56:01,718 - mmaction - INFO - Epoch [33][2440/5010] lr: 7.500e-04, eta: 1 day, 0:48:49, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.7437, top5_acc: 0.9135, loss_cls: 0.9954, loss: 0.9954, grad_norm: 6.8928 2020-10-12 20:56:22,104 - mmaction - INFO - Epoch [33][2460/5010] lr: 7.500e-04, eta: 1 day, 0:48:29, time: 1.021, data_time: 0.005, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9115, loss_cls: 0.9502, loss: 0.9502, grad_norm: 6.7493 2020-10-12 20:56:42,291 - mmaction - INFO - Epoch [33][2480/5010] lr: 7.500e-04, eta: 1 day, 0:48:08, time: 1.009, data_time: 0.002, memory: 10398, top1_acc: 0.7313, top5_acc: 0.9083, loss_cls: 1.0221, loss: 1.0221, grad_norm: 7.2235 2020-10-12 20:57:03,174 - mmaction - INFO - Epoch [33][2500/5010] lr: 7.500e-04, eta: 1 day, 0:47:48, time: 1.039, data_time: 0.005, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9240, loss_cls: 0.8895, loss: 0.8895, grad_norm: 6.6321 2020-10-12 20:57:23,112 - mmaction - INFO - Epoch [33][2520/5010] lr: 7.500e-04, eta: 1 day, 0:47:28, time: 1.001, data_time: 0.007, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9260, loss_cls: 0.9410, loss: 0.9410, grad_norm: 6.6229 2020-10-12 20:57:42,674 - mmaction - INFO - Epoch [33][2540/5010] lr: 7.500e-04, eta: 1 day, 0:47:07, time: 0.979, data_time: 0.003, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9156, loss_cls: 0.9512, loss: 0.9512, grad_norm: 6.9244 2020-10-12 20:58:03,399 - mmaction - INFO - Epoch [33][2560/5010] lr: 7.500e-04, eta: 1 day, 0:46:47, time: 1.035, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9187, loss_cls: 0.9269, loss: 0.9269, grad_norm: 6.7163 2020-10-12 20:58:23,203 - mmaction - INFO - Epoch [33][2580/5010] lr: 7.500e-04, eta: 1 day, 0:46:26, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9000, loss_cls: 1.0197, loss: 1.0197, grad_norm: 6.9648 2020-10-12 20:58:43,232 - mmaction - INFO - Epoch [33][2600/5010] lr: 7.500e-04, eta: 1 day, 0:46:06, time: 1.001, data_time: 0.002, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9146, loss_cls: 0.9589, loss: 0.9589, grad_norm: 6.6744 2020-10-12 20:59:03,094 - mmaction - INFO - Epoch [33][2620/5010] lr: 7.500e-04, eta: 1 day, 0:45:45, time: 0.990, data_time: 0.005, memory: 10398, top1_acc: 0.7323, top5_acc: 0.8990, loss_cls: 1.0584, loss: 1.0584, grad_norm: 7.2610 2020-10-12 20:59:24,688 - mmaction - INFO - Epoch [33][2640/5010] lr: 7.500e-04, eta: 1 day, 0:45:25, time: 1.083, data_time: 0.007, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9135, loss_cls: 0.9671, loss: 0.9671, grad_norm: 7.2091 2020-10-12 20:59:45,346 - mmaction - INFO - Epoch [33][2660/5010] lr: 7.500e-04, eta: 1 day, 0:45:05, time: 1.033, data_time: 0.002, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9156, loss_cls: 1.0559, loss: 1.0559, grad_norm: 7.1188 2020-10-12 21:00:14,352 - mmaction - INFO - Epoch [33][2680/5010] lr: 7.500e-04, eta: 1 day, 0:44:49, time: 1.441, data_time: 0.004, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9156, loss_cls: 0.9238, loss: 0.9238, grad_norm: 6.7179 2020-10-12 21:00:31,958 - mmaction - INFO - Epoch [33][2700/5010] lr: 7.500e-04, eta: 1 day, 0:44:27, time: 0.888, data_time: 0.025, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9250, loss_cls: 0.9513, loss: 0.9513, grad_norm: 6.6279 2020-10-12 21:00:50,961 - mmaction - INFO - Epoch [33][2720/5010] lr: 7.500e-04, eta: 1 day, 0:44:06, time: 0.952, data_time: 0.003, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9073, loss_cls: 0.9650, loss: 0.9650, grad_norm: 6.7350 2020-10-12 21:01:10,440 - mmaction - INFO - Epoch [33][2740/5010] lr: 7.500e-04, eta: 1 day, 0:43:46, time: 0.972, data_time: 0.004, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9125, loss_cls: 0.9901, loss: 0.9901, grad_norm: 6.9909 2020-10-12 21:01:31,020 - mmaction - INFO - Epoch [33][2760/5010] lr: 7.500e-04, eta: 1 day, 0:43:25, time: 1.030, data_time: 0.006, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9135, loss_cls: 0.9835, loss: 0.9835, grad_norm: 6.9544 2020-10-12 21:01:51,386 - mmaction - INFO - Epoch [33][2780/5010] lr: 7.500e-04, eta: 1 day, 0:43:05, time: 1.018, data_time: 0.002, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9031, loss_cls: 0.9978, loss: 0.9978, grad_norm: 6.9045 2020-10-12 21:02:12,036 - mmaction - INFO - Epoch [33][2800/5010] lr: 7.500e-04, eta: 1 day, 0:42:45, time: 1.033, data_time: 0.006, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9094, loss_cls: 0.9645, loss: 0.9645, grad_norm: 6.6437 2020-10-12 21:02:33,265 - mmaction - INFO - Epoch [33][2820/5010] lr: 7.500e-04, eta: 1 day, 0:42:25, time: 1.060, data_time: 0.002, memory: 10398, top1_acc: 0.7167, top5_acc: 0.9021, loss_cls: 1.0311, loss: 1.0311, grad_norm: 6.8925 2020-10-12 21:02:52,670 - mmaction - INFO - Epoch [33][2840/5010] lr: 7.500e-04, eta: 1 day, 0:42:04, time: 0.972, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9219, loss_cls: 0.9189, loss: 0.9189, grad_norm: 6.3674 2020-10-12 21:03:12,635 - mmaction - INFO - Epoch [33][2860/5010] lr: 7.500e-04, eta: 1 day, 0:41:43, time: 0.998, data_time: 0.004, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9063, loss_cls: 1.0333, loss: 1.0333, grad_norm: 6.9551 2020-10-12 21:03:32,802 - mmaction - INFO - Epoch [33][2880/5010] lr: 7.500e-04, eta: 1 day, 0:41:23, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9156, loss_cls: 0.9842, loss: 0.9842, grad_norm: 7.0838 2020-10-12 21:03:53,521 - mmaction - INFO - Epoch [33][2900/5010] lr: 7.500e-04, eta: 1 day, 0:41:03, time: 1.038, data_time: 0.006, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9062, loss_cls: 1.0136, loss: 1.0136, grad_norm: 6.8448 2020-10-12 21:04:13,898 - mmaction - INFO - Epoch [33][2920/5010] lr: 7.500e-04, eta: 1 day, 0:40:42, time: 1.017, data_time: 0.004, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9031, loss_cls: 1.0416, loss: 1.0416, grad_norm: 6.9638 2020-10-12 21:04:33,891 - mmaction - INFO - Epoch [33][2940/5010] lr: 7.500e-04, eta: 1 day, 0:40:22, time: 1.001, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9156, loss_cls: 0.9627, loss: 0.9627, grad_norm: 6.7603 2020-10-12 21:04:54,253 - mmaction - INFO - Epoch [33][2960/5010] lr: 7.500e-04, eta: 1 day, 0:40:01, time: 1.018, data_time: 0.002, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9156, loss_cls: 0.9527, loss: 0.9527, grad_norm: 6.9359 2020-10-12 21:05:15,108 - mmaction - INFO - Epoch [33][2980/5010] lr: 7.500e-04, eta: 1 day, 0:39:41, time: 1.041, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9167, loss_cls: 0.9614, loss: 0.9614, grad_norm: 6.7311 2020-10-12 21:05:35,162 - mmaction - INFO - Epoch [33][3000/5010] lr: 7.500e-04, eta: 1 day, 0:39:21, time: 1.004, data_time: 0.005, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9135, loss_cls: 0.9897, loss: 0.9897, grad_norm: 6.9040 2020-10-12 21:05:56,434 - mmaction - INFO - Epoch [33][3020/5010] lr: 7.500e-04, eta: 1 day, 0:39:01, time: 1.064, data_time: 0.002, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9021, loss_cls: 1.0172, loss: 1.0172, grad_norm: 6.7959 2020-10-12 21:06:15,851 - mmaction - INFO - Epoch [33][3040/5010] lr: 7.500e-04, eta: 1 day, 0:38:40, time: 0.969, data_time: 0.005, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9083, loss_cls: 1.0035, loss: 1.0035, grad_norm: 7.0950 2020-10-12 21:06:37,064 - mmaction - INFO - Epoch [33][3060/5010] lr: 7.500e-04, eta: 1 day, 0:38:20, time: 1.061, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9083, loss_cls: 0.9816, loss: 0.9816, grad_norm: 6.9421 2020-10-12 21:06:58,215 - mmaction - INFO - Epoch [33][3080/5010] lr: 7.500e-04, eta: 1 day, 0:38:00, time: 1.059, data_time: 0.005, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9021, loss_cls: 1.0559, loss: 1.0559, grad_norm: 7.0008 2020-10-12 21:07:18,914 - mmaction - INFO - Epoch [33][3100/5010] lr: 7.500e-04, eta: 1 day, 0:37:40, time: 1.033, data_time: 0.005, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9260, loss_cls: 0.9076, loss: 0.9076, grad_norm: 6.5567 2020-10-12 21:07:38,530 - mmaction - INFO - Epoch [33][3120/5010] lr: 7.500e-04, eta: 1 day, 0:37:19, time: 0.983, data_time: 0.006, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9115, loss_cls: 1.0433, loss: 1.0433, grad_norm: 7.2733 2020-10-12 21:07:59,345 - mmaction - INFO - Epoch [33][3140/5010] lr: 7.500e-04, eta: 1 day, 0:36:59, time: 1.039, data_time: 0.004, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9135, loss_cls: 0.9992, loss: 0.9992, grad_norm: 7.2167 2020-10-12 21:08:20,413 - mmaction - INFO - Epoch [33][3160/5010] lr: 7.500e-04, eta: 1 day, 0:36:39, time: 1.055, data_time: 0.005, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9052, loss_cls: 1.0029, loss: 1.0029, grad_norm: 7.0713 2020-10-12 21:08:40,433 - mmaction - INFO - Epoch [33][3180/5010] lr: 7.500e-04, eta: 1 day, 0:36:19, time: 1.001, data_time: 0.004, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9052, loss_cls: 1.0287, loss: 1.0287, grad_norm: 7.1104 2020-10-12 21:09:01,842 - mmaction - INFO - Epoch [33][3200/5010] lr: 7.500e-04, eta: 1 day, 0:35:59, time: 1.069, data_time: 0.006, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9146, loss_cls: 0.9976, loss: 0.9976, grad_norm: 6.9026 2020-10-12 21:09:21,663 - mmaction - INFO - Epoch [33][3220/5010] lr: 7.500e-04, eta: 1 day, 0:35:38, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9094, loss_cls: 0.9341, loss: 0.9341, grad_norm: 6.5728 2020-10-12 21:09:41,533 - mmaction - INFO - Epoch [33][3240/5010] lr: 7.500e-04, eta: 1 day, 0:35:18, time: 0.994, data_time: 0.003, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9208, loss_cls: 0.9541, loss: 0.9541, grad_norm: 6.7070 2020-10-12 21:10:02,597 - mmaction - INFO - Epoch [33][3260/5010] lr: 7.500e-04, eta: 1 day, 0:34:58, time: 1.053, data_time: 0.005, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9104, loss_cls: 0.9640, loss: 0.9640, grad_norm: 6.7983 2020-10-12 21:10:22,508 - mmaction - INFO - Epoch [33][3280/5010] lr: 7.500e-04, eta: 1 day, 0:34:37, time: 0.996, data_time: 0.003, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9198, loss_cls: 0.9854, loss: 0.9854, grad_norm: 7.0052 2020-10-12 21:10:43,371 - mmaction - INFO - Epoch [33][3300/5010] lr: 7.500e-04, eta: 1 day, 0:34:17, time: 1.043, data_time: 0.002, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9198, loss_cls: 0.9619, loss: 0.9619, grad_norm: 6.7003 2020-10-12 21:11:03,551 - mmaction - INFO - Epoch [33][3320/5010] lr: 7.500e-04, eta: 1 day, 0:33:56, time: 1.007, data_time: 0.005, memory: 10398, top1_acc: 0.7583, top5_acc: 0.8969, loss_cls: 1.0077, loss: 1.0077, grad_norm: 6.5053 2020-10-12 21:11:23,453 - mmaction - INFO - Epoch [33][3340/5010] lr: 7.500e-04, eta: 1 day, 0:33:36, time: 0.997, data_time: 0.006, memory: 10398, top1_acc: 0.7385, top5_acc: 0.8948, loss_cls: 1.0442, loss: 1.0442, grad_norm: 6.9996 2020-10-12 21:11:45,136 - mmaction - INFO - Epoch [33][3360/5010] lr: 7.500e-04, eta: 1 day, 0:33:16, time: 1.084, data_time: 0.002, memory: 10398, top1_acc: 0.7250, top5_acc: 0.8885, loss_cls: 1.1305, loss: 1.1305, grad_norm: 7.2230 2020-10-12 21:12:04,582 - mmaction - INFO - Epoch [33][3380/5010] lr: 7.500e-04, eta: 1 day, 0:32:55, time: 0.968, data_time: 0.005, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9104, loss_cls: 0.9620, loss: 0.9620, grad_norm: 6.8615 2020-10-12 21:12:25,623 - mmaction - INFO - Epoch [33][3400/5010] lr: 7.500e-04, eta: 1 day, 0:32:35, time: 1.055, data_time: 0.007, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9177, loss_cls: 0.9204, loss: 0.9204, grad_norm: 6.6749 2020-10-12 21:12:45,776 - mmaction - INFO - Epoch [33][3420/5010] lr: 7.500e-04, eta: 1 day, 0:32:15, time: 1.008, data_time: 0.003, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9333, loss_cls: 0.9077, loss: 0.9077, grad_norm: 6.7504 2020-10-12 21:13:06,578 - mmaction - INFO - Epoch [33][3440/5010] lr: 7.500e-04, eta: 1 day, 0:31:55, time: 1.040, data_time: 0.005, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9073, loss_cls: 1.0130, loss: 1.0130, grad_norm: 6.9479 2020-10-12 21:13:26,359 - mmaction - INFO - Epoch [33][3460/5010] lr: 7.500e-04, eta: 1 day, 0:31:34, time: 0.989, data_time: 0.002, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9115, loss_cls: 1.0431, loss: 1.0431, grad_norm: 7.1767 2020-10-12 21:13:47,217 - mmaction - INFO - Epoch [33][3480/5010] lr: 7.500e-04, eta: 1 day, 0:31:14, time: 1.043, data_time: 0.002, memory: 10398, top1_acc: 0.7094, top5_acc: 0.8958, loss_cls: 1.1018, loss: 1.1018, grad_norm: 7.3342 2020-10-12 21:14:07,055 - mmaction - INFO - Epoch [33][3500/5010] lr: 7.500e-04, eta: 1 day, 0:30:53, time: 0.990, data_time: 0.005, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9031, loss_cls: 1.0037, loss: 1.0037, grad_norm: 6.9495 2020-10-12 21:14:28,080 - mmaction - INFO - Epoch [33][3520/5010] lr: 7.500e-04, eta: 1 day, 0:30:33, time: 1.050, data_time: 0.005, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9135, loss_cls: 1.0039, loss: 1.0039, grad_norm: 7.1702 2020-10-12 21:14:48,903 - mmaction - INFO - Epoch [33][3540/5010] lr: 7.500e-04, eta: 1 day, 0:30:13, time: 1.044, data_time: 0.005, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9115, loss_cls: 1.0158, loss: 1.0158, grad_norm: 7.0963 2020-10-12 21:15:08,982 - mmaction - INFO - Epoch [33][3560/5010] lr: 7.500e-04, eta: 1 day, 0:29:53, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9229, loss_cls: 0.9044, loss: 0.9044, grad_norm: 7.0574 2020-10-12 21:15:29,010 - mmaction - INFO - Epoch [33][3580/5010] lr: 7.500e-04, eta: 1 day, 0:29:32, time: 1.004, data_time: 0.005, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.9807, loss: 0.9807, grad_norm: 7.0349 2020-10-12 21:15:49,387 - mmaction - INFO - Epoch [33][3600/5010] lr: 7.500e-04, eta: 1 day, 0:29:12, time: 1.019, data_time: 0.002, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9125, loss_cls: 1.0222, loss: 1.0222, grad_norm: 7.2182 2020-10-12 21:16:09,292 - mmaction - INFO - Epoch [33][3620/5010] lr: 7.500e-04, eta: 1 day, 0:28:51, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9031, loss_cls: 1.0865, loss: 1.0865, grad_norm: 7.4261 2020-10-12 21:16:29,964 - mmaction - INFO - Epoch [33][3640/5010] lr: 7.500e-04, eta: 1 day, 0:28:31, time: 1.035, data_time: 0.007, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0127, loss: 1.0127, grad_norm: 7.0773 2020-10-12 21:16:49,743 - mmaction - INFO - Epoch [33][3660/5010] lr: 7.500e-04, eta: 1 day, 0:28:10, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.7115, top5_acc: 0.8938, loss_cls: 1.1090, loss: 1.1090, grad_norm: 7.4184 2020-10-12 21:17:11,100 - mmaction - INFO - Epoch [33][3680/5010] lr: 7.500e-04, eta: 1 day, 0:27:50, time: 1.066, data_time: 0.004, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9073, loss_cls: 1.0046, loss: 1.0046, grad_norm: 6.7431 2020-10-12 21:17:31,400 - mmaction - INFO - Epoch [33][3700/5010] lr: 7.500e-04, eta: 1 day, 0:27:30, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9104, loss_cls: 1.0163, loss: 1.0163, grad_norm: 7.1748 2020-10-12 21:17:51,758 - mmaction - INFO - Epoch [33][3720/5010] lr: 7.500e-04, eta: 1 day, 0:27:10, time: 1.020, data_time: 0.006, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 0.9967, loss: 0.9967, grad_norm: 6.7989 2020-10-12 21:18:11,871 - mmaction - INFO - Epoch [33][3740/5010] lr: 7.500e-04, eta: 1 day, 0:26:49, time: 1.004, data_time: 0.004, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9167, loss_cls: 0.9690, loss: 0.9690, grad_norm: 6.8526 2020-10-12 21:18:32,436 - mmaction - INFO - Epoch [33][3760/5010] lr: 7.500e-04, eta: 1 day, 0:26:29, time: 1.030, data_time: 0.005, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9115, loss_cls: 0.9963, loss: 0.9963, grad_norm: 7.1548 2020-10-12 21:18:54,171 - mmaction - INFO - Epoch [33][3780/5010] lr: 7.500e-04, eta: 1 day, 0:26:09, time: 1.087, data_time: 0.002, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9094, loss_cls: 0.9334, loss: 0.9334, grad_norm: 6.6210 2020-10-12 21:19:14,554 - mmaction - INFO - Epoch [33][3800/5010] lr: 7.500e-04, eta: 1 day, 0:25:49, time: 1.016, data_time: 0.005, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9052, loss_cls: 1.0164, loss: 1.0164, grad_norm: 7.1727 2020-10-12 21:19:34,287 - mmaction - INFO - Epoch [33][3820/5010] lr: 7.500e-04, eta: 1 day, 0:25:28, time: 0.990, data_time: 0.007, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9177, loss_cls: 0.9606, loss: 0.9606, grad_norm: 6.9656 2020-10-12 21:19:54,575 - mmaction - INFO - Epoch [33][3840/5010] lr: 7.500e-04, eta: 1 day, 0:25:08, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9146, loss_cls: 0.9805, loss: 0.9805, grad_norm: 6.8958 2020-10-12 21:20:15,529 - mmaction - INFO - Epoch [33][3860/5010] lr: 7.500e-04, eta: 1 day, 0:24:48, time: 1.046, data_time: 0.005, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9156, loss_cls: 0.9674, loss: 0.9674, grad_norm: 6.6848 2020-10-12 21:20:36,414 - mmaction - INFO - Epoch [33][3880/5010] lr: 7.500e-04, eta: 1 day, 0:24:28, time: 1.044, data_time: 0.005, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9167, loss_cls: 0.9870, loss: 0.9870, grad_norm: 6.7034 2020-10-12 21:20:55,984 - mmaction - INFO - Epoch [33][3900/5010] lr: 7.500e-04, eta: 1 day, 0:24:07, time: 0.981, data_time: 0.006, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9042, loss_cls: 1.0101, loss: 1.0101, grad_norm: 6.7686 2020-10-12 21:21:16,669 - mmaction - INFO - Epoch [33][3920/5010] lr: 7.500e-04, eta: 1 day, 0:23:47, time: 1.032, data_time: 0.004, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9167, loss_cls: 0.9792, loss: 0.9792, grad_norm: 7.0386 2020-10-12 21:21:37,637 - mmaction - INFO - Epoch [33][3940/5010] lr: 7.500e-04, eta: 1 day, 0:23:27, time: 1.051, data_time: 0.007, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9135, loss_cls: 0.9928, loss: 0.9928, grad_norm: 6.9793 2020-10-12 21:21:57,848 - mmaction - INFO - Epoch [33][3960/5010] lr: 7.500e-04, eta: 1 day, 0:23:06, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9052, loss_cls: 0.9676, loss: 0.9676, grad_norm: 6.6814 2020-10-12 21:22:17,831 - mmaction - INFO - Epoch [33][3980/5010] lr: 7.500e-04, eta: 1 day, 0:22:46, time: 1.001, data_time: 0.005, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9094, loss_cls: 0.9988, loss: 0.9988, grad_norm: 6.8786 2020-10-12 21:22:38,450 - mmaction - INFO - Epoch [33][4000/5010] lr: 7.500e-04, eta: 1 day, 0:22:25, time: 1.017, data_time: 0.004, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9188, loss_cls: 1.0116, loss: 1.0116, grad_norm: 7.2618 2020-10-12 21:22:57,948 - mmaction - INFO - Epoch [33][4020/5010] lr: 7.500e-04, eta: 1 day, 0:22:05, time: 0.989, data_time: 0.017, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9063, loss_cls: 0.9789, loss: 0.9789, grad_norm: 6.7419 2020-10-12 21:23:17,987 - mmaction - INFO - Epoch [33][4040/5010] lr: 7.500e-04, eta: 1 day, 0:21:44, time: 0.998, data_time: 0.005, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9146, loss_cls: 0.9547, loss: 0.9547, grad_norm: 6.7600 2020-10-12 21:23:37,871 - mmaction - INFO - Epoch [33][4060/5010] lr: 7.500e-04, eta: 1 day, 0:21:23, time: 0.998, data_time: 0.008, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9177, loss_cls: 0.9686, loss: 0.9686, grad_norm: 6.9839 2020-10-12 21:23:57,805 - mmaction - INFO - Epoch [33][4080/5010] lr: 7.500e-04, eta: 1 day, 0:21:03, time: 0.995, data_time: 0.006, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9010, loss_cls: 1.0264, loss: 1.0264, grad_norm: 7.0577 2020-10-12 21:24:18,261 - mmaction - INFO - Epoch [33][4100/5010] lr: 7.500e-04, eta: 1 day, 0:20:43, time: 1.025, data_time: 0.005, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9250, loss_cls: 0.8903, loss: 0.8903, grad_norm: 6.5773 2020-10-12 21:24:38,569 - mmaction - INFO - Epoch [33][4120/5010] lr: 7.500e-04, eta: 1 day, 0:20:22, time: 1.014, data_time: 0.004, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9052, loss_cls: 0.9454, loss: 0.9454, grad_norm: 6.5467 2020-10-12 21:24:57,992 - mmaction - INFO - Epoch [33][4140/5010] lr: 7.500e-04, eta: 1 day, 0:20:01, time: 0.973, data_time: 0.006, memory: 10398, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.0575, loss: 1.0575, grad_norm: 6.8258 2020-10-12 21:25:18,289 - mmaction - INFO - Epoch [33][4160/5010] lr: 7.500e-04, eta: 1 day, 0:19:41, time: 1.010, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9094, loss_cls: 1.0069, loss: 1.0069, grad_norm: 6.8563 2020-10-12 21:25:37,889 - mmaction - INFO - Epoch [33][4180/5010] lr: 7.500e-04, eta: 1 day, 0:19:20, time: 0.984, data_time: 0.008, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9240, loss_cls: 0.9784, loss: 0.9784, grad_norm: 6.7586 2020-10-12 21:25:57,699 - mmaction - INFO - Epoch [33][4200/5010] lr: 7.500e-04, eta: 1 day, 0:18:59, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9083, loss_cls: 0.9865, loss: 0.9865, grad_norm: 6.9963 2020-10-12 21:26:18,161 - mmaction - INFO - Epoch [33][4220/5010] lr: 7.500e-04, eta: 1 day, 0:18:39, time: 1.024, data_time: 0.006, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9271, loss_cls: 0.9444, loss: 0.9444, grad_norm: 6.7130 2020-10-12 21:26:37,720 - mmaction - INFO - Epoch [33][4240/5010] lr: 7.500e-04, eta: 1 day, 0:18:18, time: 0.977, data_time: 0.004, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9031, loss_cls: 1.0543, loss: 1.0543, grad_norm: 7.2644 2020-10-12 21:26:57,974 - mmaction - INFO - Epoch [33][4260/5010] lr: 7.500e-04, eta: 1 day, 0:17:58, time: 1.015, data_time: 0.005, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9125, loss_cls: 0.9847, loss: 0.9847, grad_norm: 6.9377 2020-10-12 21:27:18,628 - mmaction - INFO - Epoch [33][4280/5010] lr: 7.500e-04, eta: 1 day, 0:17:38, time: 1.031, data_time: 0.004, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9104, loss_cls: 1.0328, loss: 1.0328, grad_norm: 7.2441 2020-10-12 21:27:37,890 - mmaction - INFO - Epoch [33][4300/5010] lr: 7.500e-04, eta: 1 day, 0:17:17, time: 0.965, data_time: 0.006, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9250, loss_cls: 0.9066, loss: 0.9066, grad_norm: 6.6470 2020-10-12 21:27:58,109 - mmaction - INFO - Epoch [33][4320/5010] lr: 7.500e-04, eta: 1 day, 0:16:56, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9104, loss_cls: 0.9881, loss: 0.9881, grad_norm: 6.7309 2020-10-12 21:28:17,860 - mmaction - INFO - Epoch [33][4340/5010] lr: 7.500e-04, eta: 1 day, 0:16:36, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9188, loss_cls: 0.9685, loss: 0.9685, grad_norm: 6.7662 2020-10-12 21:28:38,520 - mmaction - INFO - Epoch [33][4360/5010] lr: 7.500e-04, eta: 1 day, 0:16:15, time: 1.031, data_time: 0.005, memory: 10398, top1_acc: 0.7594, top5_acc: 0.8948, loss_cls: 1.0024, loss: 1.0024, grad_norm: 6.6341 2020-10-12 21:28:58,041 - mmaction - INFO - Epoch [33][4380/5010] lr: 7.500e-04, eta: 1 day, 0:15:55, time: 0.978, data_time: 0.007, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9208, loss_cls: 0.9683, loss: 0.9683, grad_norm: 6.8454 2020-10-12 21:29:17,883 - mmaction - INFO - Epoch [33][4400/5010] lr: 7.500e-04, eta: 1 day, 0:15:34, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9260, loss_cls: 0.9310, loss: 0.9310, grad_norm: 6.8367 2020-10-12 21:29:37,796 - mmaction - INFO - Epoch [33][4420/5010] lr: 7.500e-04, eta: 1 day, 0:15:13, time: 0.994, data_time: 0.006, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9135, loss_cls: 0.9953, loss: 0.9953, grad_norm: 6.9249 2020-10-12 21:29:57,823 - mmaction - INFO - Epoch [33][4440/5010] lr: 7.500e-04, eta: 1 day, 0:14:53, time: 1.003, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9177, loss_cls: 0.9879, loss: 0.9879, grad_norm: 7.0241 2020-10-12 21:30:18,163 - mmaction - INFO - Epoch [33][4460/5010] lr: 7.500e-04, eta: 1 day, 0:14:33, time: 1.015, data_time: 0.005, memory: 10398, top1_acc: 0.7437, top5_acc: 0.8948, loss_cls: 1.0036, loss: 1.0036, grad_norm: 6.8812 2020-10-12 21:30:37,797 - mmaction - INFO - Epoch [33][4480/5010] lr: 7.500e-04, eta: 1 day, 0:14:12, time: 0.984, data_time: 0.005, memory: 10398, top1_acc: 0.6979, top5_acc: 0.8938, loss_cls: 1.1541, loss: 1.1541, grad_norm: 7.3256 2020-10-12 21:30:57,693 - mmaction - INFO - Epoch [33][4500/5010] lr: 7.500e-04, eta: 1 day, 0:13:51, time: 0.993, data_time: 0.004, memory: 10398, top1_acc: 0.7302, top5_acc: 0.8990, loss_cls: 1.0563, loss: 1.0563, grad_norm: 7.1967 2020-10-12 21:31:17,244 - mmaction - INFO - Epoch [33][4520/5010] lr: 7.500e-04, eta: 1 day, 0:13:30, time: 0.979, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9094, loss_cls: 1.0012, loss: 1.0012, grad_norm: 6.8543 2020-10-12 21:31:37,224 - mmaction - INFO - Epoch [33][4540/5010] lr: 7.500e-04, eta: 1 day, 0:13:10, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9198, loss_cls: 0.9585, loss: 0.9585, grad_norm: 7.1466 2020-10-12 21:31:57,233 - mmaction - INFO - Epoch [33][4560/5010] lr: 7.500e-04, eta: 1 day, 0:12:49, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.7365, top5_acc: 0.8990, loss_cls: 1.0345, loss: 1.0345, grad_norm: 7.1887 2020-10-12 21:32:17,631 - mmaction - INFO - Epoch [33][4580/5010] lr: 7.500e-04, eta: 1 day, 0:12:29, time: 1.015, data_time: 0.005, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9219, loss_cls: 0.9166, loss: 0.9166, grad_norm: 6.7295 2020-10-12 21:32:37,167 - mmaction - INFO - Epoch [33][4600/5010] lr: 7.500e-04, eta: 1 day, 0:12:08, time: 0.981, data_time: 0.008, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9083, loss_cls: 0.9796, loss: 0.9796, grad_norm: 6.6478 2020-10-12 21:32:56,993 - mmaction - INFO - Epoch [33][4620/5010] lr: 7.500e-04, eta: 1 day, 0:11:47, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9219, loss_cls: 0.8720, loss: 0.8720, grad_norm: 6.6441 2020-10-12 21:33:17,104 - mmaction - INFO - Epoch [33][4640/5010] lr: 7.500e-04, eta: 1 day, 0:11:27, time: 1.007, data_time: 0.006, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9177, loss_cls: 0.9203, loss: 0.9203, grad_norm: 6.8228 2020-10-12 21:33:37,375 - mmaction - INFO - Epoch [33][4660/5010] lr: 7.500e-04, eta: 1 day, 0:11:07, time: 1.012, data_time: 0.004, memory: 10398, top1_acc: 0.7313, top5_acc: 0.8969, loss_cls: 1.0606, loss: 1.0606, grad_norm: 7.0090 2020-10-12 21:33:57,859 - mmaction - INFO - Epoch [33][4680/5010] lr: 7.500e-04, eta: 1 day, 0:10:46, time: 1.026, data_time: 0.005, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9104, loss_cls: 0.9865, loss: 0.9865, grad_norm: 6.9666 2020-10-12 21:34:19,216 - mmaction - INFO - Epoch [33][4700/5010] lr: 7.500e-04, eta: 1 day, 0:10:26, time: 1.067, data_time: 0.004, memory: 10398, top1_acc: 0.7385, top5_acc: 0.8990, loss_cls: 1.0273, loss: 1.0273, grad_norm: 6.8762 2020-10-12 21:34:38,704 - mmaction - INFO - Epoch [33][4720/5010] lr: 7.500e-04, eta: 1 day, 0:10:06, time: 0.976, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9146, loss_cls: 1.0097, loss: 1.0097, grad_norm: 7.2455 2020-10-12 21:34:59,244 - mmaction - INFO - Epoch [33][4740/5010] lr: 7.500e-04, eta: 1 day, 0:09:45, time: 1.026, data_time: 0.005, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9333, loss_cls: 0.8844, loss: 0.8844, grad_norm: 6.7798 2020-10-12 21:35:18,796 - mmaction - INFO - Epoch [33][4760/5010] lr: 7.500e-04, eta: 1 day, 0:09:25, time: 0.979, data_time: 0.005, memory: 10398, top1_acc: 0.7219, top5_acc: 0.9104, loss_cls: 1.0995, loss: 1.0995, grad_norm: 7.1867 2020-10-12 21:35:39,003 - mmaction - INFO - Epoch [33][4780/5010] lr: 7.500e-04, eta: 1 day, 0:09:04, time: 1.009, data_time: 0.004, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9115, loss_cls: 0.9814, loss: 0.9814, grad_norm: 7.0776 2020-10-12 21:35:59,678 - mmaction - INFO - Epoch [33][4800/5010] lr: 7.500e-04, eta: 1 day, 0:08:44, time: 1.035, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9188, loss_cls: 0.9679, loss: 0.9679, grad_norm: 6.8493 2020-10-12 21:36:19,912 - mmaction - INFO - Epoch [33][4820/5010] lr: 7.500e-04, eta: 1 day, 0:08:24, time: 1.010, data_time: 0.005, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9260, loss_cls: 0.9841, loss: 0.9841, grad_norm: 7.1873 2020-10-12 21:36:40,417 - mmaction - INFO - Epoch [33][4840/5010] lr: 7.500e-04, eta: 1 day, 0:08:03, time: 1.027, data_time: 0.006, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9302, loss_cls: 0.9424, loss: 0.9424, grad_norm: 6.9976 2020-10-12 21:37:00,568 - mmaction - INFO - Epoch [33][4860/5010] lr: 7.500e-04, eta: 1 day, 0:07:43, time: 1.006, data_time: 0.004, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9115, loss_cls: 0.9801, loss: 0.9801, grad_norm: 6.8147 2020-10-12 21:37:21,916 - mmaction - INFO - Epoch [33][4880/5010] lr: 7.500e-04, eta: 1 day, 0:07:23, time: 1.069, data_time: 0.005, memory: 10398, top1_acc: 0.7240, top5_acc: 0.9052, loss_cls: 1.0711, loss: 1.0711, grad_norm: 7.3192 2020-10-12 21:37:41,702 - mmaction - INFO - Epoch [33][4900/5010] lr: 7.500e-04, eta: 1 day, 0:07:02, time: 0.989, data_time: 0.002, memory: 10398, top1_acc: 0.7177, top5_acc: 0.8938, loss_cls: 1.0873, loss: 1.0873, grad_norm: 7.3523 2020-10-12 21:38:02,757 - mmaction - INFO - Epoch [33][4920/5010] lr: 7.500e-04, eta: 1 day, 0:06:42, time: 1.053, data_time: 0.005, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9052, loss_cls: 1.0535, loss: 1.0535, grad_norm: 7.1273 2020-10-12 21:38:22,936 - mmaction - INFO - Epoch [33][4940/5010] lr: 7.500e-04, eta: 1 day, 0:06:22, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9073, loss_cls: 1.0100, loss: 1.0100, grad_norm: 6.8936 2020-10-12 21:38:43,242 - mmaction - INFO - Epoch [33][4960/5010] lr: 7.500e-04, eta: 1 day, 0:06:01, time: 1.015, data_time: 0.003, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9021, loss_cls: 1.0327, loss: 1.0327, grad_norm: 7.1879 2020-10-12 21:39:04,106 - mmaction - INFO - Epoch [33][4980/5010] lr: 7.500e-04, eta: 1 day, 0:05:41, time: 1.042, data_time: 0.005, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9083, loss_cls: 1.0224, loss: 1.0224, grad_norm: 6.8898 2020-10-12 21:39:23,872 - mmaction - INFO - Epoch [33][5000/5010] lr: 7.500e-04, eta: 1 day, 0:05:21, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9156, loss_cls: 0.9596, loss: 0.9596, grad_norm: 6.8807 2020-10-12 21:40:04,277 - mmaction - INFO - Epoch [34][20/5010] lr: 7.500e-04, eta: 1 day, 0:04:50, time: 1.519, data_time: 0.655, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9083, loss_cls: 0.9547, loss: 0.9547, grad_norm: 6.5536 2020-10-12 21:40:24,383 - mmaction - INFO - Epoch [34][40/5010] lr: 7.500e-04, eta: 1 day, 0:04:30, time: 1.006, data_time: 0.003, memory: 10398, top1_acc: 0.7250, top5_acc: 0.8969, loss_cls: 1.0367, loss: 1.0367, grad_norm: 7.0563 2020-10-12 21:40:43,159 - mmaction - INFO - Epoch [34][60/5010] lr: 7.500e-04, eta: 1 day, 0:04:08, time: 0.939, data_time: 0.002, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9135, loss_cls: 0.9914, loss: 0.9914, grad_norm: 6.8072 2020-10-12 21:41:02,885 - mmaction - INFO - Epoch [34][80/5010] lr: 7.500e-04, eta: 1 day, 0:03:48, time: 0.986, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9250, loss_cls: 0.9314, loss: 0.9314, grad_norm: 6.6346 2020-10-12 21:41:23,847 - mmaction - INFO - Epoch [34][100/5010] lr: 7.500e-04, eta: 1 day, 0:03:28, time: 1.047, data_time: 0.004, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9125, loss_cls: 0.9637, loss: 0.9637, grad_norm: 6.7729 2020-10-12 21:41:43,704 - mmaction - INFO - Epoch [34][120/5010] lr: 7.500e-04, eta: 1 day, 0:03:07, time: 0.993, data_time: 0.003, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9031, loss_cls: 0.9738, loss: 0.9738, grad_norm: 6.5492 2020-10-12 21:42:04,660 - mmaction - INFO - Epoch [34][140/5010] lr: 7.500e-04, eta: 1 day, 0:02:47, time: 1.049, data_time: 0.003, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9208, loss_cls: 0.9169, loss: 0.9169, grad_norm: 6.4188 2020-10-12 21:42:24,259 - mmaction - INFO - Epoch [34][160/5010] lr: 7.500e-04, eta: 1 day, 0:02:26, time: 0.980, data_time: 0.005, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9115, loss_cls: 0.9985, loss: 0.9985, grad_norm: 7.0147 2020-10-12 21:42:45,893 - mmaction - INFO - Epoch [34][180/5010] lr: 7.500e-04, eta: 1 day, 0:02:06, time: 1.082, data_time: 0.002, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9208, loss_cls: 1.0179, loss: 1.0179, grad_norm: 7.1292 2020-10-12 21:43:05,955 - mmaction - INFO - Epoch [34][200/5010] lr: 7.500e-04, eta: 1 day, 0:01:46, time: 1.003, data_time: 0.006, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9167, loss_cls: 0.9340, loss: 0.9340, grad_norm: 6.9513 2020-10-12 21:43:25,677 - mmaction - INFO - Epoch [34][220/5010] lr: 7.500e-04, eta: 1 day, 0:01:25, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9198, loss_cls: 0.9393, loss: 0.9393, grad_norm: 6.8311 2020-10-12 21:43:45,839 - mmaction - INFO - Epoch [34][240/5010] lr: 7.500e-04, eta: 1 day, 0:01:05, time: 1.008, data_time: 0.002, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9146, loss_cls: 0.9422, loss: 0.9422, grad_norm: 6.8783 2020-10-12 21:44:06,223 - mmaction - INFO - Epoch [34][260/5010] lr: 7.500e-04, eta: 1 day, 0:00:44, time: 1.019, data_time: 0.006, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9115, loss_cls: 1.0153, loss: 1.0153, grad_norm: 7.1955 2020-10-12 21:44:27,074 - mmaction - INFO - Epoch [34][280/5010] lr: 7.500e-04, eta: 1 day, 0:00:24, time: 1.042, data_time: 0.006, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9229, loss_cls: 0.9671, loss: 0.9671, grad_norm: 6.8476 2020-10-12 21:44:46,399 - mmaction - INFO - Epoch [34][300/5010] lr: 7.500e-04, eta: 1 day, 0:00:03, time: 0.966, data_time: 0.002, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9135, loss_cls: 0.9817, loss: 0.9817, grad_norm: 6.6964 2020-10-12 21:45:07,124 - mmaction - INFO - Epoch [34][320/5010] lr: 7.500e-04, eta: 23:59:43, time: 1.036, data_time: 0.006, memory: 10398, top1_acc: 0.7437, top5_acc: 0.8979, loss_cls: 1.0416, loss: 1.0416, grad_norm: 6.7408 2020-10-12 21:45:26,680 - mmaction - INFO - Epoch [34][340/5010] lr: 7.500e-04, eta: 23:59:22, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9135, loss_cls: 0.9455, loss: 0.9455, grad_norm: 6.8763 2020-10-12 21:45:46,991 - mmaction - INFO - Epoch [34][360/5010] lr: 7.500e-04, eta: 23:59:02, time: 1.016, data_time: 0.002, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9031, loss_cls: 1.0053, loss: 1.0053, grad_norm: 6.6922 2020-10-12 21:46:07,070 - mmaction - INFO - Epoch [34][380/5010] lr: 7.500e-04, eta: 23:58:42, time: 1.000, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.8990, loss_cls: 1.0069, loss: 1.0069, grad_norm: 7.0199 2020-10-12 21:46:27,452 - mmaction - INFO - Epoch [34][400/5010] lr: 7.500e-04, eta: 23:58:21, time: 1.023, data_time: 0.007, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9083, loss_cls: 0.9765, loss: 0.9765, grad_norm: 6.9345 2020-10-12 21:46:47,943 - mmaction - INFO - Epoch [34][420/5010] lr: 7.500e-04, eta: 23:58:01, time: 1.025, data_time: 0.002, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9031, loss_cls: 0.9770, loss: 0.9770, grad_norm: 6.7285 2020-10-12 21:47:08,143 - mmaction - INFO - Epoch [34][440/5010] lr: 7.500e-04, eta: 23:57:40, time: 1.008, data_time: 0.004, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9208, loss_cls: 0.9325, loss: 0.9325, grad_norm: 6.7732 2020-10-12 21:47:28,842 - mmaction - INFO - Epoch [34][460/5010] lr: 7.500e-04, eta: 23:57:20, time: 1.037, data_time: 0.006, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9198, loss_cls: 0.9835, loss: 0.9835, grad_norm: 7.0779 2020-10-12 21:47:49,397 - mmaction - INFO - Epoch [34][480/5010] lr: 7.500e-04, eta: 23:57:00, time: 1.028, data_time: 0.002, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9125, loss_cls: 0.9353, loss: 0.9353, grad_norm: 6.6449 2020-10-12 21:48:09,111 - mmaction - INFO - Epoch [34][500/5010] lr: 7.500e-04, eta: 23:56:39, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9281, loss_cls: 0.9139, loss: 0.9139, grad_norm: 6.7229 2020-10-12 21:48:29,907 - mmaction - INFO - Epoch [34][520/5010] lr: 7.500e-04, eta: 23:56:19, time: 1.042, data_time: 0.006, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9229, loss_cls: 0.9311, loss: 0.9311, grad_norm: 6.8353 2020-10-12 21:48:50,194 - mmaction - INFO - Epoch [34][540/5010] lr: 7.500e-04, eta: 23:55:59, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9104, loss_cls: 1.0218, loss: 1.0218, grad_norm: 6.9518 2020-10-12 21:49:11,217 - mmaction - INFO - Epoch [34][560/5010] lr: 7.500e-04, eta: 23:55:39, time: 1.049, data_time: 0.005, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9094, loss_cls: 0.9120, loss: 0.9120, grad_norm: 6.4158 2020-10-12 21:49:30,470 - mmaction - INFO - Epoch [34][580/5010] lr: 7.500e-04, eta: 23:55:18, time: 0.964, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9135, loss_cls: 0.9999, loss: 0.9999, grad_norm: 7.0452 2020-10-12 21:49:50,469 - mmaction - INFO - Epoch [34][600/5010] lr: 7.500e-04, eta: 23:54:57, time: 1.000, data_time: 0.002, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9052, loss_cls: 0.9716, loss: 0.9716, grad_norm: 6.9312 2020-10-12 21:50:11,609 - mmaction - INFO - Epoch [34][620/5010] lr: 7.500e-04, eta: 23:54:37, time: 1.057, data_time: 0.004, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9208, loss_cls: 0.9154, loss: 0.9154, grad_norm: 6.9461 2020-10-12 21:50:31,798 - mmaction - INFO - Epoch [34][640/5010] lr: 7.500e-04, eta: 23:54:17, time: 1.008, data_time: 0.002, memory: 10398, top1_acc: 0.7250, top5_acc: 0.8958, loss_cls: 1.0268, loss: 1.0268, grad_norm: 6.9943 2020-10-12 21:50:51,405 - mmaction - INFO - Epoch [34][660/5010] lr: 7.500e-04, eta: 23:53:56, time: 0.982, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9198, loss_cls: 0.9717, loss: 0.9717, grad_norm: 6.9694 2020-10-12 21:51:11,115 - mmaction - INFO - Epoch [34][680/5010] lr: 7.500e-04, eta: 23:53:35, time: 0.982, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9083, loss_cls: 1.0128, loss: 1.0128, grad_norm: 6.8903 2020-10-12 21:51:31,932 - mmaction - INFO - Epoch [34][700/5010] lr: 7.500e-04, eta: 23:53:15, time: 1.043, data_time: 0.007, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9073, loss_cls: 1.0110, loss: 1.0110, grad_norm: 6.9832 2020-10-12 21:51:52,263 - mmaction - INFO - Epoch [34][720/5010] lr: 7.500e-04, eta: 23:52:55, time: 1.018, data_time: 0.005, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.9645, loss: 0.9645, grad_norm: 6.8530 2020-10-12 21:52:12,458 - mmaction - INFO - Epoch [34][740/5010] lr: 7.500e-04, eta: 23:52:35, time: 1.009, data_time: 0.002, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9115, loss_cls: 1.0173, loss: 1.0173, grad_norm: 6.7745 2020-10-12 21:52:32,912 - mmaction - INFO - Epoch [34][760/5010] lr: 7.500e-04, eta: 23:52:14, time: 1.023, data_time: 0.005, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9063, loss_cls: 0.9680, loss: 0.9680, grad_norm: 6.7260 2020-10-12 21:52:52,388 - mmaction - INFO - Epoch [34][780/5010] lr: 7.500e-04, eta: 23:51:53, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9104, loss_cls: 0.9974, loss: 0.9974, grad_norm: 7.0433 2020-10-12 21:53:12,488 - mmaction - INFO - Epoch [34][800/5010] lr: 7.500e-04, eta: 23:51:33, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9062, loss_cls: 0.9794, loss: 0.9794, grad_norm: 7.0024 2020-10-12 21:53:32,576 - mmaction - INFO - Epoch [34][820/5010] lr: 7.500e-04, eta: 23:51:12, time: 1.002, data_time: 0.002, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9031, loss_cls: 1.0407, loss: 1.0407, grad_norm: 7.0637 2020-10-12 21:53:53,085 - mmaction - INFO - Epoch [34][840/5010] lr: 7.500e-04, eta: 23:50:52, time: 1.028, data_time: 0.007, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9229, loss_cls: 0.9458, loss: 0.9458, grad_norm: 6.7239 2020-10-12 21:54:12,728 - mmaction - INFO - Epoch [34][860/5010] lr: 7.500e-04, eta: 23:50:31, time: 0.981, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9052, loss_cls: 1.0288, loss: 1.0288, grad_norm: 7.0800 2020-10-12 21:54:33,580 - mmaction - INFO - Epoch [34][880/5010] lr: 7.500e-04, eta: 23:50:11, time: 1.043, data_time: 0.004, memory: 10398, top1_acc: 0.7354, top5_acc: 0.8979, loss_cls: 1.0296, loss: 1.0296, grad_norm: 6.9320 2020-10-12 21:54:53,849 - mmaction - INFO - Epoch [34][900/5010] lr: 7.500e-04, eta: 23:49:51, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9208, loss_cls: 0.9587, loss: 0.9587, grad_norm: 6.7732 2020-10-12 21:55:14,573 - mmaction - INFO - Epoch [34][920/5010] lr: 7.500e-04, eta: 23:49:31, time: 1.033, data_time: 0.005, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9104, loss_cls: 0.9377, loss: 0.9377, grad_norm: 6.9169 2020-10-12 21:55:34,196 - mmaction - INFO - Epoch [34][940/5010] lr: 7.500e-04, eta: 23:49:10, time: 0.985, data_time: 0.007, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9052, loss_cls: 0.9515, loss: 0.9515, grad_norm: 6.7089 2020-10-12 21:55:54,472 - mmaction - INFO - Epoch [34][960/5010] lr: 7.500e-04, eta: 23:48:50, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9156, loss_cls: 0.9484, loss: 0.9484, grad_norm: 6.6948 2020-10-12 21:56:14,527 - mmaction - INFO - Epoch [34][980/5010] lr: 7.500e-04, eta: 23:48:29, time: 1.001, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9302, loss_cls: 0.9252, loss: 0.9252, grad_norm: 6.7048 2020-10-12 21:56:34,885 - mmaction - INFO - Epoch [34][1000/5010] lr: 7.500e-04, eta: 23:48:09, time: 1.020, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9177, loss_cls: 0.9484, loss: 0.9484, grad_norm: 6.6704 2020-10-12 21:56:54,924 - mmaction - INFO - Epoch [34][1020/5010] lr: 7.500e-04, eta: 23:47:48, time: 1.002, data_time: 0.003, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9042, loss_cls: 0.9801, loss: 0.9801, grad_norm: 6.6603 2020-10-12 21:57:15,180 - mmaction - INFO - Epoch [34][1040/5010] lr: 7.500e-04, eta: 23:47:28, time: 1.011, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9052, loss_cls: 0.9961, loss: 0.9961, grad_norm: 7.0989 2020-10-12 21:57:35,099 - mmaction - INFO - Epoch [34][1060/5010] lr: 7.500e-04, eta: 23:47:07, time: 0.998, data_time: 0.006, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9292, loss_cls: 0.8739, loss: 0.8739, grad_norm: 6.6371 2020-10-12 21:57:55,505 - mmaction - INFO - Epoch [34][1080/5010] lr: 7.500e-04, eta: 23:46:47, time: 1.020, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9219, loss_cls: 0.9245, loss: 0.9245, grad_norm: 6.8197 2020-10-12 21:58:17,101 - mmaction - INFO - Epoch [34][1100/5010] lr: 7.500e-04, eta: 23:46:27, time: 1.076, data_time: 0.005, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9313, loss_cls: 0.9432, loss: 0.9432, grad_norm: 7.1603 2020-10-12 21:58:37,414 - mmaction - INFO - Epoch [34][1120/5010] lr: 7.500e-04, eta: 23:46:07, time: 1.020, data_time: 0.007, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9198, loss_cls: 0.9455, loss: 0.9455, grad_norm: 7.1020 2020-10-12 21:58:57,458 - mmaction - INFO - Epoch [34][1140/5010] lr: 7.500e-04, eta: 23:45:46, time: 1.000, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9177, loss_cls: 0.9897, loss: 0.9897, grad_norm: 6.9605 2020-10-12 21:59:17,640 - mmaction - INFO - Epoch [34][1160/5010] lr: 7.500e-04, eta: 23:45:26, time: 1.011, data_time: 0.005, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9156, loss_cls: 0.9069, loss: 0.9069, grad_norm: 6.4049 2020-10-12 21:59:38,105 - mmaction - INFO - Epoch [34][1180/5010] lr: 7.500e-04, eta: 23:45:05, time: 1.020, data_time: 0.006, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 0.9083, loss: 0.9083, grad_norm: 6.6330 2020-10-12 21:59:57,267 - mmaction - INFO - Epoch [34][1200/5010] lr: 7.500e-04, eta: 23:44:44, time: 0.961, data_time: 0.007, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9188, loss_cls: 0.8787, loss: 0.8787, grad_norm: 6.5216 2020-10-12 22:00:26,904 - mmaction - INFO - Epoch [34][1220/5010] lr: 7.500e-04, eta: 23:44:29, time: 1.469, data_time: 0.008, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9208, loss_cls: 0.9413, loss: 0.9413, grad_norm: 6.8037 2020-10-12 22:00:45,058 - mmaction - INFO - Epoch [34][1240/5010] lr: 7.500e-04, eta: 23:44:07, time: 0.920, data_time: 0.030, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9240, loss_cls: 0.9361, loss: 0.9361, grad_norm: 6.9148 2020-10-12 22:01:06,279 - mmaction - INFO - Epoch [34][1260/5010] lr: 7.500e-04, eta: 23:43:47, time: 1.059, data_time: 0.005, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9146, loss_cls: 0.9418, loss: 0.9418, grad_norm: 6.9101 2020-10-12 22:01:25,389 - mmaction - INFO - Epoch [34][1280/5010] lr: 7.500e-04, eta: 23:43:26, time: 0.957, data_time: 0.005, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9167, loss_cls: 0.9524, loss: 0.9524, grad_norm: 6.9057 2020-10-12 22:01:45,192 - mmaction - INFO - Epoch [34][1300/5010] lr: 7.500e-04, eta: 23:43:06, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9135, loss_cls: 1.0463, loss: 1.0463, grad_norm: 7.2950 2020-10-12 22:02:05,388 - mmaction - INFO - Epoch [34][1320/5010] lr: 7.500e-04, eta: 23:42:45, time: 1.010, data_time: 0.003, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9094, loss_cls: 1.0176, loss: 1.0176, grad_norm: 7.1211 2020-10-12 22:02:25,292 - mmaction - INFO - Epoch [34][1340/5010] lr: 7.500e-04, eta: 23:42:25, time: 0.995, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9156, loss_cls: 0.9630, loss: 0.9630, grad_norm: 6.8008 2020-10-12 22:02:44,649 - mmaction - INFO - Epoch [34][1360/5010] lr: 7.500e-04, eta: 23:42:04, time: 0.967, data_time: 0.002, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9000, loss_cls: 0.9686, loss: 0.9686, grad_norm: 6.7056 2020-10-12 22:03:04,640 - mmaction - INFO - Epoch [34][1380/5010] lr: 7.500e-04, eta: 23:41:43, time: 1.000, data_time: 0.003, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9219, loss_cls: 0.9256, loss: 0.9256, grad_norm: 6.8276 2020-10-12 22:03:24,359 - mmaction - INFO - Epoch [34][1400/5010] lr: 7.500e-04, eta: 23:41:23, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9219, loss_cls: 0.9266, loss: 0.9266, grad_norm: 6.8359 2020-10-12 22:03:44,570 - mmaction - INFO - Epoch [34][1420/5010] lr: 7.500e-04, eta: 23:41:02, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9146, loss_cls: 0.9329, loss: 0.9329, grad_norm: 6.8516 2020-10-12 22:04:04,333 - mmaction - INFO - Epoch [34][1440/5010] lr: 7.500e-04, eta: 23:40:41, time: 0.986, data_time: 0.005, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9146, loss_cls: 0.9837, loss: 0.9837, grad_norm: 6.8004 2020-10-12 22:04:24,715 - mmaction - INFO - Epoch [34][1460/5010] lr: 7.500e-04, eta: 23:40:21, time: 1.019, data_time: 0.006, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9073, loss_cls: 0.9627, loss: 0.9627, grad_norm: 6.6826 2020-10-12 22:04:44,378 - mmaction - INFO - Epoch [34][1480/5010] lr: 7.500e-04, eta: 23:40:00, time: 0.985, data_time: 0.003, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9271, loss_cls: 0.9762, loss: 0.9762, grad_norm: 7.1381 2020-10-12 22:05:04,362 - mmaction - INFO - Epoch [34][1500/5010] lr: 7.500e-04, eta: 23:39:40, time: 0.999, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9031, loss_cls: 1.0206, loss: 1.0206, grad_norm: 6.9897 2020-10-12 22:05:24,582 - mmaction - INFO - Epoch [34][1520/5010] lr: 7.500e-04, eta: 23:39:19, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9198, loss_cls: 0.9560, loss: 0.9560, grad_norm: 6.9788 2020-10-12 22:05:44,444 - mmaction - INFO - Epoch [34][1540/5010] lr: 7.500e-04, eta: 23:38:59, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9063, loss_cls: 1.0011, loss: 1.0011, grad_norm: 7.0591 2020-10-12 22:06:04,383 - mmaction - INFO - Epoch [34][1560/5010] lr: 7.500e-04, eta: 23:38:38, time: 0.995, data_time: 0.004, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9094, loss_cls: 1.0364, loss: 1.0364, grad_norm: 6.8621 2020-10-12 22:06:25,045 - mmaction - INFO - Epoch [34][1580/5010] lr: 7.500e-04, eta: 23:38:18, time: 1.035, data_time: 0.006, memory: 10398, top1_acc: 0.7354, top5_acc: 0.8969, loss_cls: 1.0452, loss: 1.0452, grad_norm: 6.9385 2020-10-12 22:06:44,304 - mmaction - INFO - Epoch [34][1600/5010] lr: 7.500e-04, eta: 23:37:57, time: 0.963, data_time: 0.002, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9240, loss_cls: 0.9033, loss: 0.9033, grad_norm: 6.8871 2020-10-12 22:07:04,336 - mmaction - INFO - Epoch [34][1620/5010] lr: 7.500e-04, eta: 23:37:37, time: 1.000, data_time: 0.005, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9135, loss_cls: 0.9724, loss: 0.9724, grad_norm: 6.9803 2020-10-12 22:07:24,566 - mmaction - INFO - Epoch [34][1640/5010] lr: 7.500e-04, eta: 23:37:16, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9094, loss_cls: 0.9479, loss: 0.9479, grad_norm: 6.9077 2020-10-12 22:07:44,630 - mmaction - INFO - Epoch [34][1660/5010] lr: 7.500e-04, eta: 23:36:56, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9260, loss_cls: 0.9267, loss: 0.9267, grad_norm: 6.9450 2020-10-12 22:08:04,891 - mmaction - INFO - Epoch [34][1680/5010] lr: 7.500e-04, eta: 23:36:35, time: 1.011, data_time: 0.004, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9125, loss_cls: 0.9528, loss: 0.9528, grad_norm: 7.0900 2020-10-12 22:08:24,563 - mmaction - INFO - Epoch [34][1700/5010] lr: 7.500e-04, eta: 23:36:15, time: 0.985, data_time: 0.006, memory: 10398, top1_acc: 0.7125, top5_acc: 0.8906, loss_cls: 1.1001, loss: 1.1001, grad_norm: 7.3884 2020-10-12 22:08:45,474 - mmaction - INFO - Epoch [34][1720/5010] lr: 7.500e-04, eta: 23:35:54, time: 1.045, data_time: 0.002, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9302, loss_cls: 0.8566, loss: 0.8566, grad_norm: 6.4452 2020-10-12 22:09:06,156 - mmaction - INFO - Epoch [34][1740/5010] lr: 7.500e-04, eta: 23:35:34, time: 1.032, data_time: 0.005, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9208, loss_cls: 0.9269, loss: 0.9269, grad_norm: 6.9873 2020-10-12 22:09:25,773 - mmaction - INFO - Epoch [34][1760/5010] lr: 7.500e-04, eta: 23:35:14, time: 0.983, data_time: 0.006, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9000, loss_cls: 1.0480, loss: 1.0480, grad_norm: 7.3519 2020-10-12 22:09:46,320 - mmaction - INFO - Epoch [34][1780/5010] lr: 7.500e-04, eta: 23:34:53, time: 1.028, data_time: 0.002, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9000, loss_cls: 1.0142, loss: 1.0142, grad_norm: 6.9554 2020-10-12 22:10:07,005 - mmaction - INFO - Epoch [34][1800/5010] lr: 7.500e-04, eta: 23:34:33, time: 1.034, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9125, loss_cls: 1.0021, loss: 1.0021, grad_norm: 7.2965 2020-10-12 22:10:27,546 - mmaction - INFO - Epoch [34][1820/5010] lr: 7.500e-04, eta: 23:34:13, time: 1.027, data_time: 0.002, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9125, loss_cls: 0.9427, loss: 0.9427, grad_norm: 6.9361 2020-10-12 22:10:47,828 - mmaction - INFO - Epoch [34][1840/5010] lr: 7.500e-04, eta: 23:33:52, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9125, loss_cls: 1.0107, loss: 1.0107, grad_norm: 6.8771 2020-10-12 22:11:07,298 - mmaction - INFO - Epoch [34][1860/5010] lr: 7.500e-04, eta: 23:33:32, time: 0.972, data_time: 0.004, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9229, loss_cls: 0.9225, loss: 0.9225, grad_norm: 6.6373 2020-10-12 22:11:27,730 - mmaction - INFO - Epoch [34][1880/5010] lr: 7.500e-04, eta: 23:33:11, time: 1.023, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9104, loss_cls: 0.9836, loss: 0.9836, grad_norm: 6.9758 2020-10-12 22:11:48,467 - mmaction - INFO - Epoch [34][1900/5010] lr: 7.500e-04, eta: 23:32:51, time: 1.037, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9281, loss_cls: 0.9360, loss: 0.9360, grad_norm: 6.8378 2020-10-12 22:12:08,684 - mmaction - INFO - Epoch [34][1920/5010] lr: 7.500e-04, eta: 23:32:31, time: 1.009, data_time: 0.004, memory: 10398, top1_acc: 0.7521, top5_acc: 0.8979, loss_cls: 1.0344, loss: 1.0344, grad_norm: 6.9650 2020-10-12 22:12:28,789 - mmaction - INFO - Epoch [34][1940/5010] lr: 7.500e-04, eta: 23:32:10, time: 1.007, data_time: 0.005, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9135, loss_cls: 0.9863, loss: 0.9863, grad_norm: 7.2416 2020-10-12 22:12:49,004 - mmaction - INFO - Epoch [34][1960/5010] lr: 7.500e-04, eta: 23:31:50, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9031, loss_cls: 0.9696, loss: 0.9696, grad_norm: 6.8265 2020-10-12 22:13:08,950 - mmaction - INFO - Epoch [34][1980/5010] lr: 7.500e-04, eta: 23:31:29, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9302, loss_cls: 0.8695, loss: 0.8695, grad_norm: 6.5960 2020-10-12 22:13:29,906 - mmaction - INFO - Epoch [34][2000/5010] lr: 7.500e-04, eta: 23:31:09, time: 1.047, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9219, loss_cls: 0.9398, loss: 0.9398, grad_norm: 6.7500 2020-10-12 22:13:49,035 - mmaction - INFO - Epoch [34][2020/5010] lr: 7.500e-04, eta: 23:30:48, time: 0.957, data_time: 0.002, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9198, loss_cls: 0.9731, loss: 0.9731, grad_norm: 6.7566 2020-10-12 22:14:09,541 - mmaction - INFO - Epoch [34][2040/5010] lr: 7.500e-04, eta: 23:30:28, time: 1.024, data_time: 0.004, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9115, loss_cls: 0.9481, loss: 0.9481, grad_norm: 6.7484 2020-10-12 22:14:30,454 - mmaction - INFO - Epoch [34][2060/5010] lr: 7.500e-04, eta: 23:30:08, time: 1.047, data_time: 0.005, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9219, loss_cls: 0.8759, loss: 0.8759, grad_norm: 6.5465 2020-10-12 22:14:51,610 - mmaction - INFO - Epoch [34][2080/5010] lr: 7.500e-04, eta: 23:29:48, time: 1.058, data_time: 0.002, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9302, loss_cls: 0.8535, loss: 0.8535, grad_norm: 6.5083 2020-10-12 22:15:12,195 - mmaction - INFO - Epoch [34][2100/5010] lr: 7.500e-04, eta: 23:29:28, time: 1.027, data_time: 0.004, memory: 10398, top1_acc: 0.7219, top5_acc: 0.9042, loss_cls: 1.0692, loss: 1.0692, grad_norm: 7.1063 2020-10-12 22:15:31,743 - mmaction - INFO - Epoch [34][2120/5010] lr: 7.500e-04, eta: 23:29:07, time: 0.980, data_time: 0.006, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9063, loss_cls: 1.0097, loss: 1.0097, grad_norm: 6.8694 2020-10-12 22:15:52,796 - mmaction - INFO - Epoch [34][2140/5010] lr: 7.500e-04, eta: 23:28:47, time: 1.053, data_time: 0.002, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9104, loss_cls: 0.9543, loss: 0.9543, grad_norm: 7.0709 2020-10-12 22:16:12,924 - mmaction - INFO - Epoch [34][2160/5010] lr: 7.500e-04, eta: 23:28:26, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9104, loss_cls: 1.0306, loss: 1.0306, grad_norm: 6.9705 2020-10-12 22:16:33,865 - mmaction - INFO - Epoch [34][2180/5010] lr: 7.500e-04, eta: 23:28:06, time: 1.049, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9115, loss_cls: 0.9808, loss: 0.9808, grad_norm: 7.1679 2020-10-12 22:16:54,562 - mmaction - INFO - Epoch [34][2200/5010] lr: 7.500e-04, eta: 23:27:46, time: 1.034, data_time: 0.002, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9115, loss_cls: 1.0440, loss: 1.0440, grad_norm: 7.0342 2020-10-12 22:17:14,496 - mmaction - INFO - Epoch [34][2220/5010] lr: 7.500e-04, eta: 23:27:25, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9125, loss_cls: 0.9724, loss: 0.9724, grad_norm: 7.1108 2020-10-12 22:17:35,579 - mmaction - INFO - Epoch [34][2240/5010] lr: 7.500e-04, eta: 23:27:05, time: 1.054, data_time: 0.006, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9094, loss_cls: 0.9609, loss: 0.9609, grad_norm: 6.6956 2020-10-12 22:17:55,702 - mmaction - INFO - Epoch [34][2260/5010] lr: 7.500e-04, eta: 23:26:45, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9437, loss_cls: 0.8579, loss: 0.8579, grad_norm: 6.7568 2020-10-12 22:18:16,629 - mmaction - INFO - Epoch [34][2280/5010] lr: 7.500e-04, eta: 23:26:25, time: 1.043, data_time: 0.006, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9104, loss_cls: 0.9529, loss: 0.9529, grad_norm: 6.8374 2020-10-12 22:18:37,372 - mmaction - INFO - Epoch [34][2300/5010] lr: 7.500e-04, eta: 23:26:05, time: 1.041, data_time: 0.007, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9156, loss_cls: 0.9597, loss: 0.9597, grad_norm: 7.0048 2020-10-12 22:18:57,656 - mmaction - INFO - Epoch [34][2320/5010] lr: 7.500e-04, eta: 23:25:44, time: 1.011, data_time: 0.004, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9125, loss_cls: 0.9762, loss: 0.9762, grad_norm: 6.8759 2020-10-12 22:19:17,520 - mmaction - INFO - Epoch [34][2340/5010] lr: 7.500e-04, eta: 23:25:24, time: 0.997, data_time: 0.007, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9021, loss_cls: 1.0184, loss: 1.0184, grad_norm: 6.8721 2020-10-12 22:19:38,240 - mmaction - INFO - Epoch [34][2360/5010] lr: 7.500e-04, eta: 23:25:04, time: 1.034, data_time: 0.004, memory: 10398, top1_acc: 0.7479, top5_acc: 0.8969, loss_cls: 0.9946, loss: 0.9946, grad_norm: 6.8455 2020-10-12 22:19:59,135 - mmaction - INFO - Epoch [34][2380/5010] lr: 7.500e-04, eta: 23:24:43, time: 1.046, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9250, loss_cls: 0.9398, loss: 0.9398, grad_norm: 6.8286 2020-10-12 22:20:19,922 - mmaction - INFO - Epoch [34][2400/5010] lr: 7.500e-04, eta: 23:24:23, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.7323, top5_acc: 0.8948, loss_cls: 1.0323, loss: 1.0323, grad_norm: 7.1184 2020-10-12 22:20:40,072 - mmaction - INFO - Epoch [34][2420/5010] lr: 7.500e-04, eta: 23:24:03, time: 1.008, data_time: 0.006, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9073, loss_cls: 0.9797, loss: 0.9797, grad_norm: 7.0511 2020-10-12 22:21:00,401 - mmaction - INFO - Epoch [34][2440/5010] lr: 7.500e-04, eta: 23:23:42, time: 1.016, data_time: 0.005, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9281, loss_cls: 0.8904, loss: 0.8904, grad_norm: 6.6200 2020-10-12 22:21:20,216 - mmaction - INFO - Epoch [34][2460/5010] lr: 7.500e-04, eta: 23:23:22, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9135, loss_cls: 0.9972, loss: 0.9972, grad_norm: 7.2534 2020-10-12 22:21:40,156 - mmaction - INFO - Epoch [34][2480/5010] lr: 7.500e-04, eta: 23:23:01, time: 0.995, data_time: 0.004, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9083, loss_cls: 0.9664, loss: 0.9664, grad_norm: 6.9988 2020-10-12 22:22:00,234 - mmaction - INFO - Epoch [34][2500/5010] lr: 7.500e-04, eta: 23:22:41, time: 1.006, data_time: 0.006, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9135, loss_cls: 1.0169, loss: 1.0169, grad_norm: 7.2137 2020-10-12 22:22:20,368 - mmaction - INFO - Epoch [34][2520/5010] lr: 7.500e-04, eta: 23:22:20, time: 1.007, data_time: 0.006, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9083, loss_cls: 0.9985, loss: 0.9985, grad_norm: 6.9976 2020-10-12 22:22:41,707 - mmaction - INFO - Epoch [34][2540/5010] lr: 7.500e-04, eta: 23:22:00, time: 1.067, data_time: 0.002, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9146, loss_cls: 0.9795, loss: 0.9795, grad_norm: 7.0384 2020-10-12 22:23:02,371 - mmaction - INFO - Epoch [34][2560/5010] lr: 7.500e-04, eta: 23:21:40, time: 1.033, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9083, loss_cls: 0.9363, loss: 0.9363, grad_norm: 7.0271 2020-10-12 22:23:21,888 - mmaction - INFO - Epoch [34][2580/5010] lr: 7.500e-04, eta: 23:21:19, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9177, loss_cls: 1.0004, loss: 1.0004, grad_norm: 7.1221 2020-10-12 22:23:41,738 - mmaction - INFO - Epoch [34][2600/5010] lr: 7.500e-04, eta: 23:20:59, time: 0.994, data_time: 0.003, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9125, loss_cls: 0.9754, loss: 0.9754, grad_norm: 6.8583 2020-10-12 22:24:01,950 - mmaction - INFO - Epoch [34][2620/5010] lr: 7.500e-04, eta: 23:20:38, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9125, loss_cls: 1.0082, loss: 1.0082, grad_norm: 7.0933 2020-10-12 22:24:23,097 - mmaction - INFO - Epoch [34][2640/5010] lr: 7.500e-04, eta: 23:20:18, time: 1.058, data_time: 0.005, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9042, loss_cls: 1.0846, loss: 1.0846, grad_norm: 7.3301 2020-10-12 22:24:43,031 - mmaction - INFO - Epoch [34][2660/5010] lr: 7.500e-04, eta: 23:19:58, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9073, loss_cls: 1.0297, loss: 1.0297, grad_norm: 6.9772 2020-10-12 22:25:04,162 - mmaction - INFO - Epoch [34][2680/5010] lr: 7.500e-04, eta: 23:19:38, time: 1.053, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9271, loss_cls: 0.9278, loss: 0.9278, grad_norm: 6.8496 2020-10-12 22:25:24,497 - mmaction - INFO - Epoch [34][2700/5010] lr: 7.500e-04, eta: 23:19:17, time: 1.020, data_time: 0.006, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9083, loss_cls: 1.0122, loss: 1.0122, grad_norm: 6.8352 2020-10-12 22:25:44,213 - mmaction - INFO - Epoch [34][2720/5010] lr: 7.500e-04, eta: 23:18:57, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9260, loss_cls: 0.9842, loss: 0.9842, grad_norm: 7.0673 2020-10-12 22:26:05,252 - mmaction - INFO - Epoch [34][2740/5010] lr: 7.500e-04, eta: 23:18:37, time: 1.050, data_time: 0.005, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9292, loss_cls: 0.9598, loss: 0.9598, grad_norm: 7.1692 2020-10-12 22:26:25,471 - mmaction - INFO - Epoch [34][2760/5010] lr: 7.500e-04, eta: 23:18:16, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9156, loss_cls: 0.9503, loss: 0.9503, grad_norm: 7.0619 2020-10-12 22:26:45,433 - mmaction - INFO - Epoch [34][2780/5010] lr: 7.500e-04, eta: 23:17:56, time: 0.998, data_time: 0.005, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9125, loss_cls: 0.9423, loss: 0.9423, grad_norm: 6.9913 2020-10-12 22:27:05,841 - mmaction - INFO - Epoch [34][2800/5010] lr: 7.500e-04, eta: 23:17:35, time: 1.019, data_time: 0.005, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9323, loss_cls: 0.8222, loss: 0.8222, grad_norm: 6.5049 2020-10-12 22:27:26,195 - mmaction - INFO - Epoch [34][2820/5010] lr: 7.500e-04, eta: 23:17:15, time: 1.019, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9115, loss_cls: 0.9973, loss: 0.9973, grad_norm: 7.1126 2020-10-12 22:27:45,994 - mmaction - INFO - Epoch [34][2840/5010] lr: 7.500e-04, eta: 23:16:54, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9271, loss_cls: 0.9602, loss: 0.9602, grad_norm: 7.0546 2020-10-12 22:28:06,382 - mmaction - INFO - Epoch [34][2860/5010] lr: 7.500e-04, eta: 23:16:34, time: 1.018, data_time: 0.005, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9146, loss_cls: 1.0510, loss: 1.0510, grad_norm: 7.1100 2020-10-12 22:28:26,944 - mmaction - INFO - Epoch [34][2880/5010] lr: 7.500e-04, eta: 23:16:14, time: 1.029, data_time: 0.004, memory: 10398, top1_acc: 0.7437, top5_acc: 0.9052, loss_cls: 1.0603, loss: 1.0603, grad_norm: 7.2402 2020-10-12 22:28:46,304 - mmaction - INFO - Epoch [34][2900/5010] lr: 7.500e-04, eta: 23:15:53, time: 0.968, data_time: 0.002, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9281, loss_cls: 0.8729, loss: 0.8729, grad_norm: 6.7171 2020-10-12 22:29:06,871 - mmaction - INFO - Epoch [34][2920/5010] lr: 7.500e-04, eta: 23:15:33, time: 1.026, data_time: 0.004, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9010, loss_cls: 1.0041, loss: 1.0041, grad_norm: 6.8281 2020-10-12 22:29:27,278 - mmaction - INFO - Epoch [34][2940/5010] lr: 7.500e-04, eta: 23:15:12, time: 1.022, data_time: 0.007, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9229, loss_cls: 0.9505, loss: 0.9505, grad_norm: 6.6574 2020-10-12 22:29:47,033 - mmaction - INFO - Epoch [34][2960/5010] lr: 7.500e-04, eta: 23:14:52, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9125, loss_cls: 1.0056, loss: 1.0056, grad_norm: 7.1602 2020-10-12 22:30:06,611 - mmaction - INFO - Epoch [34][2980/5010] lr: 7.500e-04, eta: 23:14:31, time: 0.979, data_time: 0.004, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9104, loss_cls: 0.9901, loss: 0.9901, grad_norm: 7.0920 2020-10-12 22:30:27,215 - mmaction - INFO - Epoch [34][3000/5010] lr: 7.500e-04, eta: 23:14:11, time: 1.030, data_time: 0.002, memory: 10398, top1_acc: 0.7448, top5_acc: 0.8990, loss_cls: 1.0893, loss: 1.0893, grad_norm: 7.2145 2020-10-12 22:30:47,302 - mmaction - INFO - Epoch [34][3020/5010] lr: 7.500e-04, eta: 23:13:50, time: 1.005, data_time: 0.002, memory: 10398, top1_acc: 0.7375, top5_acc: 0.8958, loss_cls: 1.0300, loss: 1.0300, grad_norm: 7.0620 2020-10-12 22:31:08,111 - mmaction - INFO - Epoch [34][3040/5010] lr: 7.500e-04, eta: 23:13:30, time: 1.039, data_time: 0.004, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9052, loss_cls: 1.0391, loss: 1.0391, grad_norm: 7.2170 2020-10-12 22:31:27,544 - mmaction - INFO - Epoch [34][3060/5010] lr: 7.500e-04, eta: 23:13:09, time: 0.973, data_time: 0.005, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9146, loss_cls: 0.9463, loss: 0.9463, grad_norm: 6.7984 2020-10-12 22:31:48,566 - mmaction - INFO - Epoch [34][3080/5010] lr: 7.500e-04, eta: 23:12:49, time: 1.052, data_time: 0.002, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9021, loss_cls: 0.9996, loss: 0.9996, grad_norm: 7.0662 2020-10-12 22:32:08,844 - mmaction - INFO - Epoch [34][3100/5010] lr: 7.500e-04, eta: 23:12:29, time: 1.012, data_time: 0.005, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9146, loss_cls: 0.9858, loss: 0.9858, grad_norm: 7.1783 2020-10-12 22:32:29,038 - mmaction - INFO - Epoch [34][3120/5010] lr: 7.500e-04, eta: 23:12:08, time: 1.011, data_time: 0.005, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9062, loss_cls: 0.9747, loss: 0.9747, grad_norm: 6.8255 2020-10-12 22:32:49,291 - mmaction - INFO - Epoch [34][3140/5010] lr: 7.500e-04, eta: 23:11:48, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.7687, top5_acc: 0.9302, loss_cls: 0.9231, loss: 0.9231, grad_norm: 6.9454 2020-10-12 22:33:09,160 - mmaction - INFO - Epoch [34][3160/5010] lr: 7.500e-04, eta: 23:11:27, time: 0.994, data_time: 0.005, memory: 10398, top1_acc: 0.7437, top5_acc: 0.9104, loss_cls: 1.0081, loss: 1.0081, grad_norm: 6.8590 2020-10-12 22:33:28,913 - mmaction - INFO - Epoch [34][3180/5010] lr: 7.500e-04, eta: 23:11:07, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9115, loss_cls: 0.9306, loss: 0.9306, grad_norm: 6.4822 2020-10-12 22:33:48,657 - mmaction - INFO - Epoch [34][3200/5010] lr: 7.500e-04, eta: 23:10:46, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9031, loss_cls: 1.0435, loss: 1.0435, grad_norm: 7.0738 2020-10-12 22:34:08,791 - mmaction - INFO - Epoch [34][3220/5010] lr: 7.500e-04, eta: 23:10:26, time: 1.005, data_time: 0.004, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9125, loss_cls: 0.9699, loss: 0.9699, grad_norm: 6.8145 2020-10-12 22:34:28,400 - mmaction - INFO - Epoch [34][3240/5010] lr: 7.500e-04, eta: 23:10:05, time: 0.982, data_time: 0.006, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9167, loss_cls: 0.9267, loss: 0.9267, grad_norm: 6.7686 2020-10-12 22:34:48,124 - mmaction - INFO - Epoch [34][3260/5010] lr: 7.500e-04, eta: 23:09:44, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 0.9944, loss: 0.9944, grad_norm: 6.9193 2020-10-12 22:35:08,229 - mmaction - INFO - Epoch [34][3280/5010] lr: 7.500e-04, eta: 23:09:24, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9292, loss_cls: 0.9653, loss: 0.9653, grad_norm: 7.3066 2020-10-12 22:35:28,799 - mmaction - INFO - Epoch [34][3300/5010] lr: 7.500e-04, eta: 23:09:03, time: 1.028, data_time: 0.002, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9208, loss_cls: 0.9348, loss: 0.9348, grad_norm: 7.2441 2020-10-12 22:35:48,647 - mmaction - INFO - Epoch [34][3320/5010] lr: 7.500e-04, eta: 23:08:43, time: 0.992, data_time: 0.002, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9073, loss_cls: 1.0554, loss: 1.0554, grad_norm: 7.1962 2020-10-12 22:36:08,807 - mmaction - INFO - Epoch [34][3340/5010] lr: 7.500e-04, eta: 23:08:22, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9073, loss_cls: 0.9960, loss: 0.9960, grad_norm: 7.1361 2020-10-12 22:36:28,524 - mmaction - INFO - Epoch [34][3360/5010] lr: 7.500e-04, eta: 23:08:02, time: 0.988, data_time: 0.006, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9312, loss_cls: 0.8899, loss: 0.8899, grad_norm: 6.8189 2020-10-12 22:36:48,860 - mmaction - INFO - Epoch [34][3380/5010] lr: 7.500e-04, eta: 23:07:41, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9125, loss_cls: 0.9748, loss: 0.9748, grad_norm: 7.3698 2020-10-12 22:37:09,148 - mmaction - INFO - Epoch [34][3400/5010] lr: 7.500e-04, eta: 23:07:21, time: 1.012, data_time: 0.004, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9135, loss_cls: 0.9638, loss: 0.9638, grad_norm: 6.9902 2020-10-12 22:37:29,444 - mmaction - INFO - Epoch [34][3420/5010] lr: 7.500e-04, eta: 23:07:01, time: 1.017, data_time: 0.006, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0146, loss: 1.0146, grad_norm: 7.1889 2020-10-12 22:37:49,047 - mmaction - INFO - Epoch [34][3440/5010] lr: 7.500e-04, eta: 23:06:40, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.7365, top5_acc: 0.8958, loss_cls: 1.0408, loss: 1.0408, grad_norm: 7.0693 2020-10-12 22:38:09,316 - mmaction - INFO - Epoch [34][3460/5010] lr: 7.500e-04, eta: 23:06:19, time: 1.012, data_time: 0.004, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9073, loss_cls: 1.0143, loss: 1.0143, grad_norm: 7.1827 2020-10-12 22:38:28,562 - mmaction - INFO - Epoch [34][3480/5010] lr: 7.500e-04, eta: 23:05:59, time: 0.964, data_time: 0.005, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9146, loss_cls: 0.9587, loss: 0.9587, grad_norm: 6.9475 2020-10-12 22:38:48,563 - mmaction - INFO - Epoch [34][3500/5010] lr: 7.500e-04, eta: 23:05:38, time: 1.000, data_time: 0.002, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9146, loss_cls: 1.0046, loss: 1.0046, grad_norm: 7.1587 2020-10-12 22:39:09,252 - mmaction - INFO - Epoch [34][3520/5010] lr: 7.500e-04, eta: 23:05:18, time: 1.032, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9229, loss_cls: 0.9101, loss: 0.9101, grad_norm: 7.0444 2020-10-12 22:39:28,530 - mmaction - INFO - Epoch [34][3540/5010] lr: 7.500e-04, eta: 23:04:57, time: 0.965, data_time: 0.005, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9052, loss_cls: 0.9497, loss: 0.9497, grad_norm: 6.8374 2020-10-12 22:39:48,913 - mmaction - INFO - Epoch [34][3560/5010] lr: 7.500e-04, eta: 23:04:37, time: 1.020, data_time: 0.003, memory: 10398, top1_acc: 0.7281, top5_acc: 0.8990, loss_cls: 1.0579, loss: 1.0579, grad_norm: 7.2720 2020-10-12 22:40:08,516 - mmaction - INFO - Epoch [34][3580/5010] lr: 7.500e-04, eta: 23:04:16, time: 0.980, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.8990, loss_cls: 1.0270, loss: 1.0270, grad_norm: 7.4175 2020-10-12 22:40:29,010 - mmaction - INFO - Epoch [34][3600/5010] lr: 7.500e-04, eta: 23:03:56, time: 1.025, data_time: 0.002, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9083, loss_cls: 1.0447, loss: 1.0447, grad_norm: 7.0738 2020-10-12 22:40:49,251 - mmaction - INFO - Epoch [34][3620/5010] lr: 7.500e-04, eta: 23:03:35, time: 1.012, data_time: 0.002, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9146, loss_cls: 0.9528, loss: 0.9528, grad_norm: 6.5912 2020-10-12 22:41:09,164 - mmaction - INFO - Epoch [34][3640/5010] lr: 7.500e-04, eta: 23:03:15, time: 0.993, data_time: 0.004, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9240, loss_cls: 0.9414, loss: 0.9414, grad_norm: 6.9457 2020-10-12 22:41:28,965 - mmaction - INFO - Epoch [34][3660/5010] lr: 7.500e-04, eta: 23:02:54, time: 0.993, data_time: 0.006, memory: 10398, top1_acc: 0.7531, top5_acc: 0.8958, loss_cls: 1.0445, loss: 1.0445, grad_norm: 6.9782 2020-10-12 22:41:48,457 - mmaction - INFO - Epoch [34][3680/5010] lr: 7.500e-04, eta: 23:02:33, time: 0.975, data_time: 0.003, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9073, loss_cls: 0.9664, loss: 0.9664, grad_norm: 6.8944 2020-10-12 22:42:08,605 - mmaction - INFO - Epoch [34][3700/5010] lr: 7.500e-04, eta: 23:02:13, time: 1.008, data_time: 0.004, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9146, loss_cls: 0.9787, loss: 0.9787, grad_norm: 6.9069 2020-10-12 22:42:28,710 - mmaction - INFO - Epoch [34][3720/5010] lr: 7.500e-04, eta: 23:01:52, time: 1.005, data_time: 0.006, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9198, loss_cls: 0.9667, loss: 0.9667, grad_norm: 6.9893 2020-10-12 22:42:48,906 - mmaction - INFO - Epoch [34][3740/5010] lr: 7.500e-04, eta: 23:01:32, time: 1.010, data_time: 0.002, memory: 10398, top1_acc: 0.7073, top5_acc: 0.9031, loss_cls: 1.1118, loss: 1.1118, grad_norm: 7.3492 2020-10-12 22:43:09,577 - mmaction - INFO - Epoch [34][3760/5010] lr: 7.500e-04, eta: 23:01:12, time: 1.034, data_time: 0.005, memory: 10398, top1_acc: 0.7229, top5_acc: 0.9083, loss_cls: 1.0635, loss: 1.0635, grad_norm: 7.3368 2020-10-12 22:43:30,100 - mmaction - INFO - Epoch [34][3780/5010] lr: 7.500e-04, eta: 23:00:51, time: 1.026, data_time: 0.002, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9177, loss_cls: 0.9858, loss: 0.9858, grad_norm: 7.2446 2020-10-12 22:43:49,678 - mmaction - INFO - Epoch [34][3800/5010] lr: 7.500e-04, eta: 23:00:31, time: 0.979, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9198, loss_cls: 0.9487, loss: 0.9487, grad_norm: 6.9252 2020-10-12 22:44:10,689 - mmaction - INFO - Epoch [34][3820/5010] lr: 7.500e-04, eta: 23:00:10, time: 1.049, data_time: 0.005, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9333, loss_cls: 0.8801, loss: 0.8801, grad_norm: 6.7432 2020-10-12 22:44:31,362 - mmaction - INFO - Epoch [34][3840/5010] lr: 7.500e-04, eta: 22:59:50, time: 1.034, data_time: 0.006, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9042, loss_cls: 1.0773, loss: 1.0773, grad_norm: 7.2585 2020-10-12 22:44:50,554 - mmaction - INFO - Epoch [34][3860/5010] lr: 7.500e-04, eta: 22:59:29, time: 0.961, data_time: 0.005, memory: 10398, top1_acc: 0.7281, top5_acc: 0.8979, loss_cls: 1.0606, loss: 1.0606, grad_norm: 7.1276 2020-10-12 22:45:11,181 - mmaction - INFO - Epoch [34][3880/5010] lr: 7.500e-04, eta: 22:59:09, time: 1.031, data_time: 0.005, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9219, loss_cls: 0.9664, loss: 0.9664, grad_norm: 7.1652 2020-10-12 22:45:30,230 - mmaction - INFO - Epoch [34][3900/5010] lr: 7.500e-04, eta: 22:58:48, time: 0.952, data_time: 0.002, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9010, loss_cls: 1.0473, loss: 1.0473, grad_norm: 7.2509 2020-10-12 22:45:51,271 - mmaction - INFO - Epoch [34][3920/5010] lr: 7.500e-04, eta: 22:58:28, time: 1.052, data_time: 0.002, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9073, loss_cls: 0.9886, loss: 0.9886, grad_norm: 7.0135 2020-10-12 22:46:11,822 - mmaction - INFO - Epoch [34][3940/5010] lr: 7.500e-04, eta: 22:58:08, time: 1.026, data_time: 0.005, memory: 10398, top1_acc: 0.7167, top5_acc: 0.8917, loss_cls: 1.1475, loss: 1.1475, grad_norm: 7.4065 2020-10-12 22:46:31,572 - mmaction - INFO - Epoch [34][3960/5010] lr: 7.500e-04, eta: 22:57:47, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9115, loss_cls: 0.9712, loss: 0.9712, grad_norm: 6.7879 2020-10-12 22:46:51,489 - mmaction - INFO - Epoch [34][3980/5010] lr: 7.500e-04, eta: 22:57:27, time: 0.996, data_time: 0.003, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9260, loss_cls: 0.9304, loss: 0.9304, grad_norm: 6.9573 2020-10-12 22:47:11,312 - mmaction - INFO - Epoch [34][4000/5010] lr: 7.500e-04, eta: 22:57:06, time: 0.989, data_time: 0.004, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9052, loss_cls: 0.9958, loss: 0.9958, grad_norm: 6.9167 2020-10-12 22:47:30,722 - mmaction - INFO - Epoch [34][4020/5010] lr: 7.500e-04, eta: 22:56:45, time: 0.972, data_time: 0.005, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9313, loss_cls: 0.9225, loss: 0.9225, grad_norm: 6.6515 2020-10-12 22:47:50,126 - mmaction - INFO - Epoch [34][4040/5010] lr: 7.500e-04, eta: 22:56:24, time: 0.970, data_time: 0.002, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9250, loss_cls: 0.9279, loss: 0.9279, grad_norm: 7.1165 2020-10-12 22:48:10,848 - mmaction - INFO - Epoch [34][4060/5010] lr: 7.500e-04, eta: 22:56:04, time: 1.034, data_time: 0.005, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0213, loss: 1.0213, grad_norm: 6.9712 2020-10-12 22:48:30,933 - mmaction - INFO - Epoch [34][4080/5010] lr: 7.500e-04, eta: 22:55:44, time: 1.006, data_time: 0.006, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9115, loss_cls: 1.0205, loss: 1.0205, grad_norm: 6.9936 2020-10-12 22:48:51,203 - mmaction - INFO - Epoch [34][4100/5010] lr: 7.500e-04, eta: 22:55:23, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9073, loss_cls: 1.0170, loss: 1.0170, grad_norm: 6.8115 2020-10-12 22:49:10,404 - mmaction - INFO - Epoch [34][4120/5010] lr: 7.500e-04, eta: 22:55:02, time: 0.958, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9188, loss_cls: 0.9474, loss: 0.9474, grad_norm: 6.9290 2020-10-12 22:49:30,041 - mmaction - INFO - Epoch [34][4140/5010] lr: 7.500e-04, eta: 22:54:42, time: 0.984, data_time: 0.006, memory: 10398, top1_acc: 0.7323, top5_acc: 0.8969, loss_cls: 1.0578, loss: 1.0578, grad_norm: 7.3499 2020-10-12 22:49:50,281 - mmaction - INFO - Epoch [34][4160/5010] lr: 7.500e-04, eta: 22:54:21, time: 1.012, data_time: 0.002, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9156, loss_cls: 0.9450, loss: 0.9450, grad_norm: 6.8079 2020-10-12 22:50:10,615 - mmaction - INFO - Epoch [34][4180/5010] lr: 7.500e-04, eta: 22:54:01, time: 1.016, data_time: 0.004, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9021, loss_cls: 1.0032, loss: 1.0032, grad_norm: 6.9998 2020-10-12 22:50:30,824 - mmaction - INFO - Epoch [34][4200/5010] lr: 7.500e-04, eta: 22:53:40, time: 1.011, data_time: 0.003, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9031, loss_cls: 1.0321, loss: 1.0321, grad_norm: 6.9550 2020-10-12 22:50:50,576 - mmaction - INFO - Epoch [34][4220/5010] lr: 7.500e-04, eta: 22:53:20, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.7125, top5_acc: 0.9010, loss_cls: 1.0980, loss: 1.0980, grad_norm: 7.2859 2020-10-12 22:51:09,913 - mmaction - INFO - Epoch [34][4240/5010] lr: 7.500e-04, eta: 22:52:59, time: 0.965, data_time: 0.004, memory: 10398, top1_acc: 0.7396, top5_acc: 0.8958, loss_cls: 1.0515, loss: 1.0515, grad_norm: 7.0591 2020-10-12 22:51:30,404 - mmaction - INFO - Epoch [34][4260/5010] lr: 7.500e-04, eta: 22:52:39, time: 1.026, data_time: 0.005, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9271, loss_cls: 0.9582, loss: 0.9582, grad_norm: 6.8960 2020-10-12 22:51:50,069 - mmaction - INFO - Epoch [34][4280/5010] lr: 7.500e-04, eta: 22:52:18, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.7313, top5_acc: 0.9104, loss_cls: 1.0374, loss: 1.0374, grad_norm: 7.0079 2020-10-12 22:52:09,824 - mmaction - INFO - Epoch [34][4300/5010] lr: 7.500e-04, eta: 22:51:57, time: 0.986, data_time: 0.004, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9010, loss_cls: 1.0438, loss: 1.0438, grad_norm: 7.2036 2020-10-12 22:52:29,396 - mmaction - INFO - Epoch [34][4320/5010] lr: 7.500e-04, eta: 22:51:37, time: 0.981, data_time: 0.006, memory: 10398, top1_acc: 0.7260, top5_acc: 0.9042, loss_cls: 1.0242, loss: 1.0242, grad_norm: 7.1331 2020-10-12 22:52:49,671 - mmaction - INFO - Epoch [34][4340/5010] lr: 7.500e-04, eta: 22:51:16, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9198, loss_cls: 0.9716, loss: 0.9716, grad_norm: 6.8251 2020-10-12 22:53:09,013 - mmaction - INFO - Epoch [34][4360/5010] lr: 7.500e-04, eta: 22:50:55, time: 0.967, data_time: 0.005, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9042, loss_cls: 1.0569, loss: 1.0569, grad_norm: 7.1235 2020-10-12 22:53:28,797 - mmaction - INFO - Epoch [34][4380/5010] lr: 7.500e-04, eta: 22:50:35, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9240, loss_cls: 0.9295, loss: 0.9295, grad_norm: 6.8718 2020-10-12 22:53:48,558 - mmaction - INFO - Epoch [34][4400/5010] lr: 7.500e-04, eta: 22:50:14, time: 0.989, data_time: 0.003, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9115, loss_cls: 0.9888, loss: 0.9888, grad_norm: 7.0601 2020-10-12 22:54:08,228 - mmaction - INFO - Epoch [34][4420/5010] lr: 7.500e-04, eta: 22:49:53, time: 0.984, data_time: 0.002, memory: 10398, top1_acc: 0.7437, top5_acc: 0.9125, loss_cls: 0.9996, loss: 0.9996, grad_norm: 6.9705 2020-10-12 22:54:28,328 - mmaction - INFO - Epoch [34][4440/5010] lr: 7.500e-04, eta: 22:49:33, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9125, loss_cls: 0.9671, loss: 0.9671, grad_norm: 6.9197 2020-10-12 22:54:48,020 - mmaction - INFO - Epoch [34][4460/5010] lr: 7.500e-04, eta: 22:49:12, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9021, loss_cls: 1.0081, loss: 1.0081, grad_norm: 7.0154 2020-10-12 22:55:07,819 - mmaction - INFO - Epoch [34][4480/5010] lr: 7.500e-04, eta: 22:48:52, time: 0.990, data_time: 0.004, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9188, loss_cls: 0.9419, loss: 0.9419, grad_norm: 6.8730 2020-10-12 22:55:27,086 - mmaction - INFO - Epoch [34][4500/5010] lr: 7.500e-04, eta: 22:48:31, time: 0.962, data_time: 0.002, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9125, loss_cls: 0.9726, loss: 0.9726, grad_norm: 6.7884 2020-10-12 22:55:47,788 - mmaction - INFO - Epoch [34][4520/5010] lr: 7.500e-04, eta: 22:48:11, time: 1.036, data_time: 0.003, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9177, loss_cls: 0.9159, loss: 0.9159, grad_norm: 6.8233 2020-10-12 22:56:07,030 - mmaction - INFO - Epoch [34][4540/5010] lr: 7.500e-04, eta: 22:47:50, time: 0.960, data_time: 0.004, memory: 10398, top1_acc: 0.7344, top5_acc: 0.8979, loss_cls: 1.0770, loss: 1.0770, grad_norm: 7.2595 2020-10-12 22:56:26,821 - mmaction - INFO - Epoch [34][4560/5010] lr: 7.500e-04, eta: 22:47:29, time: 0.992, data_time: 0.007, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9052, loss_cls: 1.0012, loss: 1.0012, grad_norm: 6.9259 2020-10-12 22:56:48,010 - mmaction - INFO - Epoch [34][4580/5010] lr: 7.500e-04, eta: 22:47:09, time: 1.060, data_time: 0.002, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9208, loss_cls: 0.9774, loss: 0.9774, grad_norm: 7.2301 2020-10-12 22:57:07,353 - mmaction - INFO - Epoch [34][4600/5010] lr: 7.500e-04, eta: 22:46:48, time: 0.965, data_time: 0.005, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9094, loss_cls: 0.9974, loss: 0.9974, grad_norm: 7.0700 2020-10-12 22:57:26,971 - mmaction - INFO - Epoch [34][4620/5010] lr: 7.500e-04, eta: 22:46:28, time: 0.981, data_time: 0.005, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9073, loss_cls: 0.9647, loss: 0.9647, grad_norm: 6.7954 2020-10-12 22:57:46,703 - mmaction - INFO - Epoch [34][4640/5010] lr: 7.500e-04, eta: 22:46:07, time: 0.988, data_time: 0.003, memory: 10398, top1_acc: 0.7313, top5_acc: 0.9031, loss_cls: 1.0587, loss: 1.0587, grad_norm: 7.1167 2020-10-12 22:58:06,465 - mmaction - INFO - Epoch [34][4660/5010] lr: 7.500e-04, eta: 22:45:46, time: 0.988, data_time: 0.004, memory: 10398, top1_acc: 0.7365, top5_acc: 0.8927, loss_cls: 1.0529, loss: 1.0529, grad_norm: 7.1417 2020-10-12 22:58:25,959 - mmaction - INFO - Epoch [34][4680/5010] lr: 7.500e-04, eta: 22:45:26, time: 0.975, data_time: 0.006, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9177, loss_cls: 0.9726, loss: 0.9726, grad_norm: 6.8508 2020-10-12 22:58:45,978 - mmaction - INFO - Epoch [34][4700/5010] lr: 7.500e-04, eta: 22:45:05, time: 1.001, data_time: 0.002, memory: 10398, top1_acc: 0.7219, top5_acc: 0.9073, loss_cls: 1.0519, loss: 1.0519, grad_norm: 7.1589 2020-10-12 22:59:05,465 - mmaction - INFO - Epoch [34][4720/5010] lr: 7.500e-04, eta: 22:44:44, time: 0.972, data_time: 0.005, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9104, loss_cls: 0.9984, loss: 0.9984, grad_norm: 7.0075 2020-10-12 22:59:25,153 - mmaction - INFO - Epoch [34][4740/5010] lr: 7.500e-04, eta: 22:44:24, time: 0.986, data_time: 0.005, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9104, loss_cls: 0.9779, loss: 0.9779, grad_norm: 6.9019 2020-10-12 22:59:45,022 - mmaction - INFO - Epoch [34][4760/5010] lr: 7.500e-04, eta: 22:44:03, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9042, loss_cls: 1.0241, loss: 1.0241, grad_norm: 6.7770 2020-10-12 23:00:17,896 - mmaction - INFO - Epoch [34][4780/5010] lr: 7.500e-04, eta: 22:43:48, time: 1.636, data_time: 0.011, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9146, loss_cls: 1.0151, loss: 1.0151, grad_norm: 6.9407 2020-10-12 23:00:35,069 - mmaction - INFO - Epoch [34][4800/5010] lr: 7.500e-04, eta: 22:43:27, time: 0.867, data_time: 0.019, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9115, loss_cls: 0.9925, loss: 0.9925, grad_norm: 7.0386 2020-10-12 23:00:53,622 - mmaction - INFO - Epoch [34][4820/5010] lr: 7.500e-04, eta: 22:43:05, time: 0.927, data_time: 0.005, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9063, loss_cls: 1.0038, loss: 1.0038, grad_norm: 7.2082 2020-10-12 23:01:13,073 - mmaction - INFO - Epoch [34][4840/5010] lr: 7.500e-04, eta: 22:42:45, time: 0.973, data_time: 0.004, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9260, loss_cls: 0.9047, loss: 0.9047, grad_norm: 6.9074 2020-10-12 23:01:32,638 - mmaction - INFO - Epoch [34][4860/5010] lr: 7.500e-04, eta: 22:42:24, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9115, loss_cls: 1.0001, loss: 1.0001, grad_norm: 6.9399 2020-10-12 23:01:51,962 - mmaction - INFO - Epoch [34][4880/5010] lr: 7.500e-04, eta: 22:42:03, time: 0.965, data_time: 0.002, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9115, loss_cls: 0.9962, loss: 0.9962, grad_norm: 6.9418 2020-10-12 23:02:11,368 - mmaction - INFO - Epoch [34][4900/5010] lr: 7.500e-04, eta: 22:41:42, time: 0.971, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9094, loss_cls: 0.9700, loss: 0.9700, grad_norm: 6.7961 2020-10-12 23:02:32,314 - mmaction - INFO - Epoch [34][4920/5010] lr: 7.500e-04, eta: 22:41:22, time: 1.048, data_time: 0.006, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9010, loss_cls: 1.0501, loss: 1.0501, grad_norm: 6.9399 2020-10-12 23:02:50,957 - mmaction - INFO - Epoch [34][4940/5010] lr: 7.500e-04, eta: 22:41:01, time: 0.932, data_time: 0.002, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9229, loss_cls: 0.9254, loss: 0.9254, grad_norm: 6.6999 2020-10-12 23:03:11,053 - mmaction - INFO - Epoch [34][4960/5010] lr: 7.500e-04, eta: 22:40:41, time: 1.005, data_time: 0.002, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9240, loss_cls: 0.9648, loss: 0.9648, grad_norm: 6.6927 2020-10-12 23:03:30,352 - mmaction - INFO - Epoch [34][4980/5010] lr: 7.500e-04, eta: 22:40:20, time: 0.965, data_time: 0.002, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9135, loss_cls: 1.0298, loss: 1.0298, grad_norm: 7.1029 2020-10-12 23:03:49,705 - mmaction - INFO - Epoch [34][5000/5010] lr: 7.500e-04, eta: 22:39:59, time: 0.968, data_time: 0.001, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9073, loss_cls: 0.9905, loss: 0.9905, grad_norm: 6.8866 2020-10-12 23:04:33,133 - mmaction - INFO - Epoch [35][20/5010] lr: 7.500e-04, eta: 22:39:30, time: 1.693, data_time: 0.825, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9146, loss_cls: 0.9550, loss: 0.9550, grad_norm: 6.8700 2020-10-12 23:04:50,538 - mmaction - INFO - Epoch [35][40/5010] lr: 7.500e-04, eta: 22:39:08, time: 0.870, data_time: 0.002, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9260, loss_cls: 0.9492, loss: 0.9492, grad_norm: 6.6383 2020-10-12 23:05:08,550 - mmaction - INFO - Epoch [35][60/5010] lr: 7.500e-04, eta: 22:38:47, time: 0.901, data_time: 0.005, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9260, loss_cls: 0.8720, loss: 0.8720, grad_norm: 6.5239 2020-10-12 23:05:29,233 - mmaction - INFO - Epoch [35][80/5010] lr: 7.500e-04, eta: 22:38:26, time: 1.034, data_time: 0.002, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9260, loss_cls: 0.9549, loss: 0.9549, grad_norm: 6.8751 2020-10-12 23:05:48,335 - mmaction - INFO - Epoch [35][100/5010] lr: 7.500e-04, eta: 22:38:06, time: 0.955, data_time: 0.002, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9104, loss_cls: 0.9645, loss: 0.9645, grad_norm: 6.8071 2020-10-12 23:06:08,609 - mmaction - INFO - Epoch [35][120/5010] lr: 7.500e-04, eta: 22:37:45, time: 1.012, data_time: 0.007, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9208, loss_cls: 0.9132, loss: 0.9132, grad_norm: 6.7676 2020-10-12 23:06:29,360 - mmaction - INFO - Epoch [35][140/5010] lr: 7.500e-04, eta: 22:37:25, time: 1.039, data_time: 0.006, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9146, loss_cls: 1.0267, loss: 1.0267, grad_norm: 7.4829 2020-10-12 23:06:50,076 - mmaction - INFO - Epoch [35][160/5010] lr: 7.500e-04, eta: 22:37:05, time: 1.036, data_time: 0.002, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9083, loss_cls: 0.9843, loss: 0.9843, grad_norm: 6.8585 2020-10-12 23:07:09,017 - mmaction - INFO - Epoch [35][180/5010] lr: 7.500e-04, eta: 22:36:44, time: 0.944, data_time: 0.006, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9146, loss_cls: 0.9492, loss: 0.9492, grad_norm: 6.8513 2020-10-12 23:07:29,759 - mmaction - INFO - Epoch [35][200/5010] lr: 7.500e-04, eta: 22:36:24, time: 1.040, data_time: 0.007, memory: 10398, top1_acc: 0.7135, top5_acc: 0.9000, loss_cls: 1.1031, loss: 1.1031, grad_norm: 7.4030 2020-10-12 23:07:49,134 - mmaction - INFO - Epoch [35][220/5010] lr: 7.500e-04, eta: 22:36:03, time: 0.969, data_time: 0.002, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9208, loss_cls: 0.9881, loss: 0.9881, grad_norm: 6.9216 2020-10-12 23:08:09,055 - mmaction - INFO - Epoch [35][240/5010] lr: 7.500e-04, eta: 22:35:42, time: 0.994, data_time: 0.004, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9135, loss_cls: 0.9628, loss: 0.9628, grad_norm: 7.1675 2020-10-12 23:08:29,208 - mmaction - INFO - Epoch [35][260/5010] lr: 7.500e-04, eta: 22:35:22, time: 1.010, data_time: 0.006, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9188, loss_cls: 0.9446, loss: 0.9446, grad_norm: 6.9097 2020-10-12 23:08:49,195 - mmaction - INFO - Epoch [35][280/5010] lr: 7.500e-04, eta: 22:35:01, time: 1.000, data_time: 0.002, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9167, loss_cls: 0.9665, loss: 0.9665, grad_norm: 6.9465 2020-10-12 23:09:09,409 - mmaction - INFO - Epoch [35][300/5010] lr: 7.500e-04, eta: 22:34:41, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9177, loss_cls: 0.9556, loss: 0.9556, grad_norm: 6.7823 2020-10-12 23:09:29,179 - mmaction - INFO - Epoch [35][320/5010] lr: 7.500e-04, eta: 22:34:20, time: 0.990, data_time: 0.006, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9229, loss_cls: 0.9816, loss: 0.9816, grad_norm: 6.8804 2020-10-12 23:09:49,691 - mmaction - INFO - Epoch [35][340/5010] lr: 7.500e-04, eta: 22:34:00, time: 1.026, data_time: 0.002, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9073, loss_cls: 1.0584, loss: 1.0584, grad_norm: 7.3379 2020-10-12 23:10:10,409 - mmaction - INFO - Epoch [35][360/5010] lr: 7.500e-04, eta: 22:33:40, time: 1.036, data_time: 0.005, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9146, loss_cls: 0.9243, loss: 0.9243, grad_norm: 6.6033 2020-10-12 23:10:29,551 - mmaction - INFO - Epoch [35][380/5010] lr: 7.500e-04, eta: 22:33:19, time: 0.957, data_time: 0.002, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9208, loss_cls: 0.9201, loss: 0.9201, grad_norm: 6.7914 2020-10-12 23:10:49,526 - mmaction - INFO - Epoch [35][400/5010] lr: 7.500e-04, eta: 22:32:58, time: 0.998, data_time: 0.002, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9156, loss_cls: 0.9574, loss: 0.9574, grad_norm: 7.0321 2020-10-12 23:11:09,040 - mmaction - INFO - Epoch [35][420/5010] lr: 7.500e-04, eta: 22:32:37, time: 0.974, data_time: 0.005, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9250, loss_cls: 0.8493, loss: 0.8493, grad_norm: 6.4418 2020-10-12 23:11:28,706 - mmaction - INFO - Epoch [35][440/5010] lr: 7.500e-04, eta: 22:32:17, time: 0.985, data_time: 0.006, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9167, loss_cls: 0.9392, loss: 0.9392, grad_norm: 6.8007 2020-10-12 23:11:49,656 - mmaction - INFO - Epoch [35][460/5010] lr: 7.500e-04, eta: 22:31:57, time: 1.047, data_time: 0.002, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9156, loss_cls: 0.9582, loss: 0.9582, grad_norm: 7.1937 2020-10-12 23:12:10,694 - mmaction - INFO - Epoch [35][480/5010] lr: 7.500e-04, eta: 22:31:37, time: 1.052, data_time: 0.002, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9188, loss_cls: 0.9375, loss: 0.9375, grad_norm: 6.9782 2020-10-12 23:12:29,720 - mmaction - INFO - Epoch [35][500/5010] lr: 7.500e-04, eta: 22:31:16, time: 0.951, data_time: 0.005, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9115, loss_cls: 0.9678, loss: 0.9678, grad_norm: 6.8340 2020-10-12 23:12:49,810 - mmaction - INFO - Epoch [35][520/5010] lr: 7.500e-04, eta: 22:30:55, time: 1.004, data_time: 0.002, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9177, loss_cls: 1.0129, loss: 1.0129, grad_norm: 7.0498 2020-10-12 23:13:09,385 - mmaction - INFO - Epoch [35][540/5010] lr: 7.500e-04, eta: 22:30:35, time: 0.979, data_time: 0.002, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9198, loss_cls: 0.9383, loss: 0.9383, grad_norm: 6.7297 2020-10-12 23:13:29,457 - mmaction - INFO - Epoch [35][560/5010] lr: 7.500e-04, eta: 22:30:14, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9104, loss_cls: 0.9068, loss: 0.9068, grad_norm: 6.4833 2020-10-12 23:13:50,577 - mmaction - INFO - Epoch [35][580/5010] lr: 7.500e-04, eta: 22:29:54, time: 1.056, data_time: 0.002, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9271, loss_cls: 0.8914, loss: 0.8914, grad_norm: 6.9065 2020-10-12 23:14:10,328 - mmaction - INFO - Epoch [35][600/5010] lr: 7.500e-04, eta: 22:29:33, time: 0.985, data_time: 0.005, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9094, loss_cls: 0.9502, loss: 0.9502, grad_norm: 6.7175 2020-10-12 23:14:29,602 - mmaction - INFO - Epoch [35][620/5010] lr: 7.500e-04, eta: 22:29:13, time: 0.966, data_time: 0.006, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9188, loss_cls: 0.9436, loss: 0.9436, grad_norm: 6.7275 2020-10-12 23:14:49,227 - mmaction - INFO - Epoch [35][640/5010] lr: 7.500e-04, eta: 22:28:52, time: 0.981, data_time: 0.002, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9208, loss_cls: 0.9674, loss: 0.9674, grad_norm: 6.9876 2020-10-12 23:15:09,052 - mmaction - INFO - Epoch [35][660/5010] lr: 7.500e-04, eta: 22:28:31, time: 0.991, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9094, loss_cls: 0.9674, loss: 0.9674, grad_norm: 6.9600 2020-10-12 23:15:29,564 - mmaction - INFO - Epoch [35][680/5010] lr: 7.500e-04, eta: 22:28:11, time: 1.026, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9198, loss_cls: 0.9083, loss: 0.9083, grad_norm: 6.9411 2020-10-12 23:15:48,924 - mmaction - INFO - Epoch [35][700/5010] lr: 7.500e-04, eta: 22:27:50, time: 0.968, data_time: 0.002, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9208, loss_cls: 0.9240, loss: 0.9240, grad_norm: 6.6823 2020-10-12 23:16:09,619 - mmaction - INFO - Epoch [35][720/5010] lr: 7.500e-04, eta: 22:27:30, time: 1.033, data_time: 0.005, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9146, loss_cls: 0.9761, loss: 0.9761, grad_norm: 7.0103 2020-10-12 23:16:29,808 - mmaction - INFO - Epoch [35][740/5010] lr: 7.500e-04, eta: 22:27:10, time: 1.011, data_time: 0.006, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9125, loss_cls: 1.0274, loss: 1.0274, grad_norm: 7.4059 2020-10-12 23:16:49,900 - mmaction - INFO - Epoch [35][760/5010] lr: 7.500e-04, eta: 22:26:49, time: 1.005, data_time: 0.002, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9063, loss_cls: 1.0365, loss: 1.0365, grad_norm: 7.2577 2020-10-12 23:17:10,141 - mmaction - INFO - Epoch [35][780/5010] lr: 7.500e-04, eta: 22:26:29, time: 1.010, data_time: 0.005, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9042, loss_cls: 1.0511, loss: 1.0511, grad_norm: 7.2549 2020-10-12 23:17:30,204 - mmaction - INFO - Epoch [35][800/5010] lr: 7.500e-04, eta: 22:26:08, time: 1.005, data_time: 0.006, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9052, loss_cls: 0.9487, loss: 0.9487, grad_norm: 6.8013 2020-10-12 23:17:49,481 - mmaction - INFO - Epoch [35][820/5010] lr: 7.500e-04, eta: 22:25:47, time: 0.963, data_time: 0.002, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9344, loss_cls: 0.8769, loss: 0.8769, grad_norm: 6.5919 2020-10-12 23:18:10,346 - mmaction - INFO - Epoch [35][840/5010] lr: 7.500e-04, eta: 22:25:27, time: 1.042, data_time: 0.005, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9135, loss_cls: 1.0357, loss: 1.0357, grad_norm: 7.2110 2020-10-12 23:18:30,837 - mmaction - INFO - Epoch [35][860/5010] lr: 7.500e-04, eta: 22:25:07, time: 1.026, data_time: 0.006, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9198, loss_cls: 0.9542, loss: 0.9542, grad_norm: 6.9611 2020-10-12 23:18:51,048 - mmaction - INFO - Epoch [35][880/5010] lr: 7.500e-04, eta: 22:24:46, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9021, loss_cls: 1.0318, loss: 1.0318, grad_norm: 6.9771 2020-10-12 23:19:10,807 - mmaction - INFO - Epoch [35][900/5010] lr: 7.500e-04, eta: 22:24:26, time: 0.986, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9208, loss_cls: 0.9333, loss: 0.9333, grad_norm: 6.8484 2020-10-12 23:19:30,067 - mmaction - INFO - Epoch [35][920/5010] lr: 7.500e-04, eta: 22:24:05, time: 0.965, data_time: 0.006, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9167, loss_cls: 0.9562, loss: 0.9562, grad_norm: 7.0201 2020-10-12 23:19:50,006 - mmaction - INFO - Epoch [35][940/5010] lr: 7.500e-04, eta: 22:23:44, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9229, loss_cls: 0.9427, loss: 0.9427, grad_norm: 6.8845 2020-10-12 23:20:10,068 - mmaction - INFO - Epoch [35][960/5010] lr: 7.500e-04, eta: 22:23:24, time: 1.003, data_time: 0.005, memory: 10398, top1_acc: 0.7385, top5_acc: 0.8906, loss_cls: 1.0530, loss: 1.0530, grad_norm: 7.0921 2020-10-12 23:20:29,628 - mmaction - INFO - Epoch [35][980/5010] lr: 7.500e-04, eta: 22:23:03, time: 0.978, data_time: 0.002, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9094, loss_cls: 1.0004, loss: 1.0004, grad_norm: 6.9269 2020-10-12 23:20:49,232 - mmaction - INFO - Epoch [35][1000/5010] lr: 7.500e-04, eta: 22:22:43, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.7146, top5_acc: 0.9042, loss_cls: 1.0449, loss: 1.0449, grad_norm: 7.1375 2020-10-12 23:21:08,912 - mmaction - INFO - Epoch [35][1020/5010] lr: 7.500e-04, eta: 22:22:22, time: 0.982, data_time: 0.004, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9260, loss_cls: 0.8995, loss: 0.8995, grad_norm: 6.9090 2020-10-12 23:21:29,044 - mmaction - INFO - Epoch [35][1040/5010] lr: 7.500e-04, eta: 22:22:01, time: 1.008, data_time: 0.006, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9177, loss_cls: 0.9288, loss: 0.9288, grad_norm: 6.7596 2020-10-12 23:21:48,796 - mmaction - INFO - Epoch [35][1060/5010] lr: 7.500e-04, eta: 22:21:41, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.7240, top5_acc: 0.9010, loss_cls: 1.0679, loss: 1.0679, grad_norm: 7.2665 2020-10-12 23:22:09,358 - mmaction - INFO - Epoch [35][1080/5010] lr: 7.500e-04, eta: 22:21:20, time: 1.027, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9073, loss_cls: 1.0101, loss: 1.0101, grad_norm: 7.1551 2020-10-12 23:22:27,969 - mmaction - INFO - Epoch [35][1100/5010] lr: 7.500e-04, eta: 22:20:59, time: 0.932, data_time: 0.005, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9073, loss_cls: 0.9563, loss: 0.9563, grad_norm: 6.7686 2020-10-12 23:22:47,889 - mmaction - INFO - Epoch [35][1120/5010] lr: 7.500e-04, eta: 22:20:39, time: 0.996, data_time: 0.002, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9219, loss_cls: 0.9511, loss: 0.9511, grad_norm: 7.1432 2020-10-12 23:23:07,663 - mmaction - INFO - Epoch [35][1140/5010] lr: 7.500e-04, eta: 22:20:18, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9177, loss_cls: 0.9253, loss: 0.9253, grad_norm: 6.8884 2020-10-12 23:23:28,171 - mmaction - INFO - Epoch [35][1160/5010] lr: 7.500e-04, eta: 22:19:58, time: 1.023, data_time: 0.002, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9188, loss_cls: 0.9457, loss: 0.9457, grad_norm: 6.9795 2020-10-12 23:23:46,922 - mmaction - INFO - Epoch [35][1180/5010] lr: 7.500e-04, eta: 22:19:37, time: 0.940, data_time: 0.004, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9167, loss_cls: 1.0077, loss: 1.0077, grad_norm: 7.3635 2020-10-12 23:24:06,728 - mmaction - INFO - Epoch [35][1200/5010] lr: 7.500e-04, eta: 22:19:16, time: 0.989, data_time: 0.004, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9187, loss_cls: 0.9660, loss: 0.9660, grad_norm: 6.9111 2020-10-12 23:24:26,601 - mmaction - INFO - Epoch [35][1220/5010] lr: 7.500e-04, eta: 22:18:56, time: 0.995, data_time: 0.005, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9240, loss_cls: 0.9893, loss: 0.9893, grad_norm: 7.0412 2020-10-12 23:24:45,858 - mmaction - INFO - Epoch [35][1240/5010] lr: 7.500e-04, eta: 22:18:35, time: 0.963, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9375, loss_cls: 0.8636, loss: 0.8636, grad_norm: 6.6228 2020-10-12 23:25:05,409 - mmaction - INFO - Epoch [35][1260/5010] lr: 7.500e-04, eta: 22:18:14, time: 0.977, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9167, loss_cls: 0.9427, loss: 0.9427, grad_norm: 6.9037 2020-10-12 23:25:25,462 - mmaction - INFO - Epoch [35][1280/5010] lr: 7.500e-04, eta: 22:17:54, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9208, loss_cls: 0.8443, loss: 0.8443, grad_norm: 6.4871 2020-10-12 23:25:45,027 - mmaction - INFO - Epoch [35][1300/5010] lr: 7.500e-04, eta: 22:17:33, time: 0.978, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9156, loss_cls: 0.9775, loss: 0.9775, grad_norm: 6.9174 2020-10-12 23:26:04,952 - mmaction - INFO - Epoch [35][1320/5010] lr: 7.500e-04, eta: 22:17:12, time: 0.994, data_time: 0.004, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9260, loss_cls: 0.9091, loss: 0.9091, grad_norm: 6.7363 2020-10-12 23:26:24,844 - mmaction - INFO - Epoch [35][1340/5010] lr: 7.500e-04, eta: 22:16:52, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9073, loss_cls: 0.9672, loss: 0.9672, grad_norm: 7.2195 2020-10-12 23:26:44,823 - mmaction - INFO - Epoch [35][1360/5010] lr: 7.500e-04, eta: 22:16:31, time: 0.999, data_time: 0.003, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9156, loss_cls: 1.0082, loss: 1.0082, grad_norm: 7.2189 2020-10-12 23:27:05,338 - mmaction - INFO - Epoch [35][1380/5010] lr: 7.500e-04, eta: 22:16:11, time: 1.024, data_time: 0.006, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9198, loss_cls: 0.9412, loss: 0.9412, grad_norm: 6.8705 2020-10-12 23:27:26,055 - mmaction - INFO - Epoch [35][1400/5010] lr: 7.500e-04, eta: 22:15:51, time: 1.037, data_time: 0.005, memory: 10398, top1_acc: 0.7406, top5_acc: 0.8990, loss_cls: 1.0738, loss: 1.0738, grad_norm: 7.0907 2020-10-12 23:27:45,481 - mmaction - INFO - Epoch [35][1420/5010] lr: 7.500e-04, eta: 22:15:30, time: 0.972, data_time: 0.003, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9167, loss_cls: 0.9297, loss: 0.9297, grad_norm: 6.5041 2020-10-12 23:28:05,777 - mmaction - INFO - Epoch [35][1440/5010] lr: 7.500e-04, eta: 22:15:10, time: 1.013, data_time: 0.004, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9115, loss_cls: 0.9722, loss: 0.9722, grad_norm: 7.0652 2020-10-12 23:28:24,647 - mmaction - INFO - Epoch [35][1460/5010] lr: 7.500e-04, eta: 22:14:49, time: 0.945, data_time: 0.006, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9115, loss_cls: 0.9815, loss: 0.9815, grad_norm: 7.0232 2020-10-12 23:28:44,632 - mmaction - INFO - Epoch [35][1480/5010] lr: 7.500e-04, eta: 22:14:28, time: 0.999, data_time: 0.002, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9219, loss_cls: 0.9138, loss: 0.9138, grad_norm: 6.7341 2020-10-12 23:29:04,521 - mmaction - INFO - Epoch [35][1500/5010] lr: 7.500e-04, eta: 22:14:07, time: 0.993, data_time: 0.006, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9094, loss_cls: 0.9861, loss: 0.9861, grad_norm: 7.1317 2020-10-12 23:29:25,358 - mmaction - INFO - Epoch [35][1520/5010] lr: 7.500e-04, eta: 22:13:47, time: 1.044, data_time: 0.007, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9198, loss_cls: 0.9366, loss: 0.9366, grad_norm: 7.0247 2020-10-12 23:29:44,802 - mmaction - INFO - Epoch [35][1540/5010] lr: 7.500e-04, eta: 22:13:27, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9156, loss_cls: 1.0015, loss: 1.0015, grad_norm: 6.8874 2020-10-12 23:30:04,788 - mmaction - INFO - Epoch [35][1560/5010] lr: 7.500e-04, eta: 22:13:06, time: 0.999, data_time: 0.004, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9167, loss_cls: 0.9150, loss: 0.9150, grad_norm: 6.9404 2020-10-12 23:30:24,377 - mmaction - INFO - Epoch [35][1580/5010] lr: 7.500e-04, eta: 22:12:45, time: 0.980, data_time: 0.003, memory: 10398, top1_acc: 0.6990, top5_acc: 0.8927, loss_cls: 1.1484, loss: 1.1484, grad_norm: 7.6427 2020-10-12 23:30:43,567 - mmaction - INFO - Epoch [35][1600/5010] lr: 7.500e-04, eta: 22:12:24, time: 0.959, data_time: 0.002, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9250, loss_cls: 0.9310, loss: 0.9310, grad_norm: 6.9269 2020-10-12 23:31:03,174 - mmaction - INFO - Epoch [35][1620/5010] lr: 7.500e-04, eta: 22:12:04, time: 0.979, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.8990, loss_cls: 1.0001, loss: 1.0001, grad_norm: 7.1261 2020-10-12 23:31:23,410 - mmaction - INFO - Epoch [35][1640/5010] lr: 7.500e-04, eta: 22:11:43, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9271, loss_cls: 0.9070, loss: 0.9070, grad_norm: 7.0124 2020-10-12 23:31:43,225 - mmaction - INFO - Epoch [35][1660/5010] lr: 7.500e-04, eta: 22:11:23, time: 0.991, data_time: 0.003, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9083, loss_cls: 0.9529, loss: 0.9529, grad_norm: 6.8643 2020-10-12 23:32:03,467 - mmaction - INFO - Epoch [35][1680/5010] lr: 7.500e-04, eta: 22:11:02, time: 1.010, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9073, loss_cls: 0.9916, loss: 0.9916, grad_norm: 7.0108 2020-10-12 23:32:23,368 - mmaction - INFO - Epoch [35][1700/5010] lr: 7.500e-04, eta: 22:10:42, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9208, loss_cls: 0.9290, loss: 0.9290, grad_norm: 6.8593 2020-10-12 23:32:42,845 - mmaction - INFO - Epoch [35][1720/5010] lr: 7.500e-04, eta: 22:10:21, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9104, loss_cls: 0.9451, loss: 0.9451, grad_norm: 6.6747 2020-10-12 23:33:02,770 - mmaction - INFO - Epoch [35][1740/5010] lr: 7.500e-04, eta: 22:10:00, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9156, loss_cls: 0.9227, loss: 0.9227, grad_norm: 6.8039 2020-10-12 23:33:22,530 - mmaction - INFO - Epoch [35][1760/5010] lr: 7.500e-04, eta: 22:09:40, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9135, loss_cls: 0.9539, loss: 0.9539, grad_norm: 7.1548 2020-10-12 23:33:42,581 - mmaction - INFO - Epoch [35][1780/5010] lr: 7.500e-04, eta: 22:09:19, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9125, loss_cls: 0.9234, loss: 0.9234, grad_norm: 6.8371 2020-10-12 23:34:02,961 - mmaction - INFO - Epoch [35][1800/5010] lr: 7.500e-04, eta: 22:08:59, time: 1.017, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9052, loss_cls: 1.0383, loss: 1.0383, grad_norm: 7.2570 2020-10-12 23:34:23,256 - mmaction - INFO - Epoch [35][1820/5010] lr: 7.500e-04, eta: 22:08:39, time: 1.016, data_time: 0.005, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9156, loss_cls: 0.9316, loss: 0.9316, grad_norm: 6.9613 2020-10-12 23:34:42,790 - mmaction - INFO - Epoch [35][1840/5010] lr: 7.500e-04, eta: 22:08:18, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9229, loss_cls: 0.9156, loss: 0.9156, grad_norm: 6.8347 2020-10-12 23:35:02,628 - mmaction - INFO - Epoch [35][1860/5010] lr: 7.500e-04, eta: 22:07:57, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9198, loss_cls: 0.9471, loss: 0.9471, grad_norm: 7.1724 2020-10-12 23:35:22,330 - mmaction - INFO - Epoch [35][1880/5010] lr: 7.500e-04, eta: 22:07:37, time: 0.985, data_time: 0.004, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9135, loss_cls: 0.9632, loss: 0.9632, grad_norm: 7.0552 2020-10-12 23:35:42,076 - mmaction - INFO - Epoch [35][1900/5010] lr: 7.500e-04, eta: 22:07:16, time: 0.987, data_time: 0.003, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9323, loss_cls: 0.9308, loss: 0.9308, grad_norm: 6.9886 2020-10-12 23:36:01,897 - mmaction - INFO - Epoch [35][1920/5010] lr: 7.500e-04, eta: 22:06:55, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9010, loss_cls: 1.0445, loss: 1.0445, grad_norm: 7.1865 2020-10-12 23:36:21,870 - mmaction - INFO - Epoch [35][1940/5010] lr: 7.500e-04, eta: 22:06:35, time: 0.997, data_time: 0.006, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9250, loss_cls: 0.9432, loss: 0.9432, grad_norm: 7.4333 2020-10-12 23:36:41,397 - mmaction - INFO - Epoch [35][1960/5010] lr: 7.500e-04, eta: 22:06:14, time: 0.978, data_time: 0.003, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9156, loss_cls: 0.9949, loss: 0.9949, grad_norm: 7.3850 2020-10-12 23:37:01,201 - mmaction - INFO - Epoch [35][1980/5010] lr: 7.500e-04, eta: 22:05:54, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9208, loss_cls: 0.9445, loss: 0.9445, grad_norm: 6.9528 2020-10-12 23:37:21,164 - mmaction - INFO - Epoch [35][2000/5010] lr: 7.500e-04, eta: 22:05:33, time: 0.999, data_time: 0.006, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9208, loss_cls: 0.9512, loss: 0.9512, grad_norm: 6.9127 2020-10-12 23:37:41,141 - mmaction - INFO - Epoch [35][2020/5010] lr: 7.500e-04, eta: 22:05:13, time: 1.000, data_time: 0.004, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9156, loss_cls: 0.9950, loss: 0.9950, grad_norm: 7.2743 2020-10-12 23:38:01,040 - mmaction - INFO - Epoch [35][2040/5010] lr: 7.500e-04, eta: 22:04:52, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9125, loss_cls: 0.9995, loss: 0.9995, grad_norm: 7.2707 2020-10-12 23:38:20,341 - mmaction - INFO - Epoch [35][2060/5010] lr: 7.500e-04, eta: 22:04:31, time: 0.967, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9073, loss_cls: 0.9496, loss: 0.9496, grad_norm: 6.7773 2020-10-12 23:38:39,588 - mmaction - INFO - Epoch [35][2080/5010] lr: 7.500e-04, eta: 22:04:10, time: 0.961, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9115, loss_cls: 0.9662, loss: 0.9662, grad_norm: 6.9610 2020-10-12 23:38:59,816 - mmaction - INFO - Epoch [35][2100/5010] lr: 7.500e-04, eta: 22:03:50, time: 1.012, data_time: 0.006, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9292, loss_cls: 0.8935, loss: 0.8935, grad_norm: 6.4821 2020-10-12 23:39:19,047 - mmaction - INFO - Epoch [35][2120/5010] lr: 7.500e-04, eta: 22:03:29, time: 0.961, data_time: 0.005, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9115, loss_cls: 1.0253, loss: 1.0253, grad_norm: 6.9609 2020-10-12 23:39:39,813 - mmaction - INFO - Epoch [35][2140/5010] lr: 7.500e-04, eta: 22:03:09, time: 1.040, data_time: 0.006, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9104, loss_cls: 0.9554, loss: 0.9554, grad_norm: 6.7803 2020-10-12 23:39:59,526 - mmaction - INFO - Epoch [35][2160/5010] lr: 7.500e-04, eta: 22:02:48, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9094, loss_cls: 1.0104, loss: 1.0104, grad_norm: 6.9272 2020-10-12 23:40:19,016 - mmaction - INFO - Epoch [35][2180/5010] lr: 7.500e-04, eta: 22:02:28, time: 0.977, data_time: 0.005, memory: 10398, top1_acc: 0.7313, top5_acc: 0.9125, loss_cls: 0.9948, loss: 0.9948, grad_norm: 7.1531 2020-10-12 23:40:39,148 - mmaction - INFO - Epoch [35][2200/5010] lr: 7.500e-04, eta: 22:02:07, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9073, loss_cls: 1.0152, loss: 1.0152, grad_norm: 7.0181 2020-10-12 23:40:59,348 - mmaction - INFO - Epoch [35][2220/5010] lr: 7.500e-04, eta: 22:01:47, time: 1.012, data_time: 0.006, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9052, loss_cls: 0.9492, loss: 0.9492, grad_norm: 7.0312 2020-10-12 23:41:19,526 - mmaction - INFO - Epoch [35][2240/5010] lr: 7.500e-04, eta: 22:01:26, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9073, loss_cls: 0.9877, loss: 0.9877, grad_norm: 7.4076 2020-10-12 23:41:39,094 - mmaction - INFO - Epoch [35][2260/5010] lr: 7.500e-04, eta: 22:01:06, time: 0.981, data_time: 0.006, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9146, loss_cls: 0.9489, loss: 0.9489, grad_norm: 6.8726 2020-10-12 23:42:00,147 - mmaction - INFO - Epoch [35][2280/5010] lr: 7.500e-04, eta: 22:00:45, time: 1.051, data_time: 0.004, memory: 10398, top1_acc: 0.7312, top5_acc: 0.8969, loss_cls: 1.0410, loss: 1.0410, grad_norm: 7.4204 2020-10-12 23:42:18,972 - mmaction - INFO - Epoch [35][2300/5010] lr: 7.500e-04, eta: 22:00:24, time: 0.943, data_time: 0.006, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9292, loss_cls: 0.8861, loss: 0.8861, grad_norm: 6.9385 2020-10-12 23:42:39,880 - mmaction - INFO - Epoch [35][2320/5010] lr: 7.500e-04, eta: 22:00:04, time: 1.044, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9177, loss_cls: 0.9696, loss: 0.9696, grad_norm: 7.2012 2020-10-12 23:42:58,595 - mmaction - INFO - Epoch [35][2340/5010] lr: 7.500e-04, eta: 21:59:43, time: 0.938, data_time: 0.006, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9208, loss_cls: 0.9553, loss: 0.9553, grad_norm: 7.1665 2020-10-12 23:43:18,593 - mmaction - INFO - Epoch [35][2360/5010] lr: 7.500e-04, eta: 21:59:23, time: 0.999, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9135, loss_cls: 1.0163, loss: 1.0163, grad_norm: 7.1897 2020-10-12 23:43:38,742 - mmaction - INFO - Epoch [35][2380/5010] lr: 7.500e-04, eta: 21:59:02, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9198, loss_cls: 0.9552, loss: 0.9552, grad_norm: 7.0757 2020-10-12 23:43:57,814 - mmaction - INFO - Epoch [35][2400/5010] lr: 7.500e-04, eta: 21:58:41, time: 0.951, data_time: 0.004, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9417, loss_cls: 0.8637, loss: 0.8637, grad_norm: 6.6742 2020-10-12 23:44:17,585 - mmaction - INFO - Epoch [35][2420/5010] lr: 7.500e-04, eta: 21:58:21, time: 0.991, data_time: 0.006, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9094, loss_cls: 0.9356, loss: 0.9356, grad_norm: 6.8585 2020-10-12 23:44:37,455 - mmaction - INFO - Epoch [35][2440/5010] lr: 7.500e-04, eta: 21:58:00, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9146, loss_cls: 0.9162, loss: 0.9162, grad_norm: 6.6490 2020-10-12 23:44:59,165 - mmaction - INFO - Epoch [35][2460/5010] lr: 7.500e-04, eta: 21:57:40, time: 1.087, data_time: 0.005, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9083, loss_cls: 1.0139, loss: 1.0139, grad_norm: 7.4442 2020-10-12 23:45:17,836 - mmaction - INFO - Epoch [35][2480/5010] lr: 7.500e-04, eta: 21:57:19, time: 0.931, data_time: 0.006, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9052, loss_cls: 1.0006, loss: 1.0006, grad_norm: 7.0847 2020-10-12 23:45:38,002 - mmaction - INFO - Epoch [35][2500/5010] lr: 7.500e-04, eta: 21:56:59, time: 1.010, data_time: 0.006, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9187, loss_cls: 0.9285, loss: 0.9285, grad_norm: 6.7968 2020-10-12 23:45:57,801 - mmaction - INFO - Epoch [35][2520/5010] lr: 7.500e-04, eta: 21:56:38, time: 0.990, data_time: 0.006, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9167, loss_cls: 0.9577, loss: 0.9577, grad_norm: 6.9049 2020-10-12 23:46:17,363 - mmaction - INFO - Epoch [35][2540/5010] lr: 7.500e-04, eta: 21:56:18, time: 0.979, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9156, loss_cls: 1.0001, loss: 1.0001, grad_norm: 7.1856 2020-10-12 23:46:37,194 - mmaction - INFO - Epoch [35][2560/5010] lr: 7.500e-04, eta: 21:55:57, time: 0.990, data_time: 0.004, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9135, loss_cls: 0.9794, loss: 0.9794, grad_norm: 7.0661 2020-10-12 23:46:56,679 - mmaction - INFO - Epoch [35][2580/5010] lr: 7.500e-04, eta: 21:55:36, time: 0.976, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9031, loss_cls: 0.9852, loss: 0.9852, grad_norm: 6.7815 2020-10-12 23:47:16,076 - mmaction - INFO - Epoch [35][2600/5010] lr: 7.500e-04, eta: 21:55:16, time: 0.968, data_time: 0.005, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9135, loss_cls: 1.0224, loss: 1.0224, grad_norm: 7.1608 2020-10-12 23:47:35,701 - mmaction - INFO - Epoch [35][2620/5010] lr: 7.500e-04, eta: 21:54:55, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9042, loss_cls: 1.0188, loss: 1.0188, grad_norm: 7.0592 2020-10-12 23:47:55,374 - mmaction - INFO - Epoch [35][2640/5010] lr: 7.500e-04, eta: 21:54:34, time: 0.984, data_time: 0.002, memory: 10398, top1_acc: 0.7292, top5_acc: 0.8896, loss_cls: 1.1139, loss: 1.1139, grad_norm: 7.3534 2020-10-12 23:48:14,788 - mmaction - INFO - Epoch [35][2660/5010] lr: 7.500e-04, eta: 21:54:13, time: 0.968, data_time: 0.004, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9302, loss_cls: 0.8983, loss: 0.8983, grad_norm: 6.7228 2020-10-12 23:48:34,400 - mmaction - INFO - Epoch [35][2680/5010] lr: 7.500e-04, eta: 21:53:53, time: 0.983, data_time: 0.007, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9146, loss_cls: 0.9376, loss: 0.9376, grad_norm: 6.9404 2020-10-12 23:48:54,200 - mmaction - INFO - Epoch [35][2700/5010] lr: 7.500e-04, eta: 21:53:32, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9115, loss_cls: 1.0016, loss: 1.0016, grad_norm: 7.0680 2020-10-12 23:49:13,711 - mmaction - INFO - Epoch [35][2720/5010] lr: 7.500e-04, eta: 21:53:11, time: 0.974, data_time: 0.004, memory: 10398, top1_acc: 0.7104, top5_acc: 0.8875, loss_cls: 1.1140, loss: 1.1140, grad_norm: 7.5534 2020-10-12 23:49:32,960 - mmaction - INFO - Epoch [35][2740/5010] lr: 7.500e-04, eta: 21:52:51, time: 0.964, data_time: 0.006, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9187, loss_cls: 0.9130, loss: 0.9130, grad_norm: 6.9397 2020-10-12 23:49:53,187 - mmaction - INFO - Epoch [35][2760/5010] lr: 7.500e-04, eta: 21:52:30, time: 1.012, data_time: 0.003, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9083, loss_cls: 0.9930, loss: 0.9930, grad_norm: 6.9528 2020-10-12 23:50:13,106 - mmaction - INFO - Epoch [35][2780/5010] lr: 7.500e-04, eta: 21:52:10, time: 0.994, data_time: 0.006, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9177, loss_cls: 1.0123, loss: 1.0123, grad_norm: 7.4727 2020-10-12 23:50:32,341 - mmaction - INFO - Epoch [35][2800/5010] lr: 7.500e-04, eta: 21:51:49, time: 0.963, data_time: 0.006, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9177, loss_cls: 0.9284, loss: 0.9284, grad_norm: 6.6921 2020-10-12 23:50:52,546 - mmaction - INFO - Epoch [35][2820/5010] lr: 7.500e-04, eta: 21:51:28, time: 1.010, data_time: 0.002, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9031, loss_cls: 1.0009, loss: 1.0009, grad_norm: 7.0991 2020-10-12 23:51:12,291 - mmaction - INFO - Epoch [35][2840/5010] lr: 7.500e-04, eta: 21:51:08, time: 0.985, data_time: 0.005, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9229, loss_cls: 0.9597, loss: 0.9597, grad_norm: 7.3016 2020-10-12 23:51:31,900 - mmaction - INFO - Epoch [35][2860/5010] lr: 7.500e-04, eta: 21:50:47, time: 0.982, data_time: 0.005, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9167, loss_cls: 0.9369, loss: 0.9369, grad_norm: 6.7032 2020-10-12 23:51:52,700 - mmaction - INFO - Epoch [35][2880/5010] lr: 7.500e-04, eta: 21:50:27, time: 1.040, data_time: 0.002, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9156, loss_cls: 0.9620, loss: 0.9620, grad_norm: 7.0008 2020-10-12 23:52:12,024 - mmaction - INFO - Epoch [35][2900/5010] lr: 7.500e-04, eta: 21:50:06, time: 0.963, data_time: 0.004, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9052, loss_cls: 1.0309, loss: 1.0309, grad_norm: 7.3092 2020-10-12 23:52:31,915 - mmaction - INFO - Epoch [35][2920/5010] lr: 7.500e-04, eta: 21:49:46, time: 0.998, data_time: 0.007, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9063, loss_cls: 0.9999, loss: 0.9999, grad_norm: 7.1019 2020-10-12 23:52:51,714 - mmaction - INFO - Epoch [35][2940/5010] lr: 7.500e-04, eta: 21:49:25, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.7177, top5_acc: 0.9083, loss_cls: 1.0590, loss: 1.0590, grad_norm: 7.2591 2020-10-12 23:53:11,124 - mmaction - INFO - Epoch [35][2960/5010] lr: 7.500e-04, eta: 21:49:04, time: 0.970, data_time: 0.005, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9167, loss_cls: 0.9535, loss: 0.9535, grad_norm: 6.8202 2020-10-12 23:53:31,154 - mmaction - INFO - Epoch [35][2980/5010] lr: 7.500e-04, eta: 21:48:44, time: 1.000, data_time: 0.003, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9156, loss_cls: 0.9447, loss: 0.9447, grad_norm: 6.7844 2020-10-12 23:53:50,323 - mmaction - INFO - Epoch [35][3000/5010] lr: 7.500e-04, eta: 21:48:23, time: 0.960, data_time: 0.004, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9115, loss_cls: 0.9596, loss: 0.9596, grad_norm: 6.9787 2020-10-12 23:54:10,072 - mmaction - INFO - Epoch [35][3020/5010] lr: 7.500e-04, eta: 21:48:02, time: 0.986, data_time: 0.004, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9156, loss_cls: 0.9643, loss: 0.9643, grad_norm: 6.8037 2020-10-12 23:54:30,189 - mmaction - INFO - Epoch [35][3040/5010] lr: 7.500e-04, eta: 21:47:42, time: 1.007, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9260, loss_cls: 0.9396, loss: 0.9396, grad_norm: 6.9068 2020-10-12 23:54:49,893 - mmaction - INFO - Epoch [35][3060/5010] lr: 7.500e-04, eta: 21:47:21, time: 0.985, data_time: 0.003, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9208, loss_cls: 0.9443, loss: 0.9443, grad_norm: 6.9904 2020-10-12 23:55:09,956 - mmaction - INFO - Epoch [35][3080/5010] lr: 7.500e-04, eta: 21:47:01, time: 1.003, data_time: 0.004, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9094, loss_cls: 0.9187, loss: 0.9187, grad_norm: 6.7342 2020-10-12 23:55:30,277 - mmaction - INFO - Epoch [35][3100/5010] lr: 7.500e-04, eta: 21:46:40, time: 1.016, data_time: 0.002, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9219, loss_cls: 0.9388, loss: 0.9388, grad_norm: 7.1686 2020-10-12 23:55:49,936 - mmaction - INFO - Epoch [35][3120/5010] lr: 7.500e-04, eta: 21:46:20, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9188, loss_cls: 0.9606, loss: 0.9606, grad_norm: 7.1969 2020-10-12 23:56:10,478 - mmaction - INFO - Epoch [35][3140/5010] lr: 7.500e-04, eta: 21:45:59, time: 1.025, data_time: 0.005, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9094, loss_cls: 1.0054, loss: 1.0054, grad_norm: 7.1784 2020-10-12 23:56:29,856 - mmaction - INFO - Epoch [35][3160/5010] lr: 7.500e-04, eta: 21:45:39, time: 0.971, data_time: 0.006, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9063, loss_cls: 1.0096, loss: 1.0096, grad_norm: 7.3300 2020-10-12 23:56:49,907 - mmaction - INFO - Epoch [35][3180/5010] lr: 7.500e-04, eta: 21:45:18, time: 1.002, data_time: 0.002, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9188, loss_cls: 0.9607, loss: 0.9607, grad_norm: 7.0867 2020-10-12 23:57:10,458 - mmaction - INFO - Epoch [35][3200/5010] lr: 7.500e-04, eta: 21:44:58, time: 1.025, data_time: 0.005, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9125, loss_cls: 0.9328, loss: 0.9328, grad_norm: 6.8384 2020-10-12 23:57:29,709 - mmaction - INFO - Epoch [35][3220/5010] lr: 7.500e-04, eta: 21:44:37, time: 0.963, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9104, loss_cls: 0.9801, loss: 0.9801, grad_norm: 7.0597 2020-10-12 23:57:50,180 - mmaction - INFO - Epoch [35][3240/5010] lr: 7.500e-04, eta: 21:44:17, time: 1.025, data_time: 0.003, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9208, loss_cls: 0.9700, loss: 0.9700, grad_norm: 7.1922 2020-10-12 23:58:09,796 - mmaction - INFO - Epoch [35][3260/5010] lr: 7.500e-04, eta: 21:43:56, time: 0.978, data_time: 0.004, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9073, loss_cls: 0.9472, loss: 0.9472, grad_norm: 6.9740 2020-10-12 23:58:29,152 - mmaction - INFO - Epoch [35][3280/5010] lr: 7.500e-04, eta: 21:43:35, time: 0.971, data_time: 0.007, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9167, loss_cls: 0.9395, loss: 0.9395, grad_norm: 7.0649 2020-10-12 23:58:48,998 - mmaction - INFO - Epoch [35][3300/5010] lr: 7.500e-04, eta: 21:43:15, time: 0.992, data_time: 0.002, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9167, loss_cls: 0.9823, loss: 0.9823, grad_norm: 7.1439 2020-10-12 23:59:08,243 - mmaction - INFO - Epoch [35][3320/5010] lr: 7.500e-04, eta: 21:42:54, time: 0.960, data_time: 0.004, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9187, loss_cls: 0.8561, loss: 0.8561, grad_norm: 6.7468 2020-10-12 23:59:27,701 - mmaction - INFO - Epoch [35][3340/5010] lr: 7.500e-04, eta: 21:42:33, time: 0.974, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9104, loss_cls: 0.9411, loss: 0.9411, grad_norm: 7.0264 2020-10-12 23:59:47,324 - mmaction - INFO - Epoch [35][3360/5010] lr: 7.500e-04, eta: 21:42:12, time: 0.981, data_time: 0.002, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9063, loss_cls: 0.9592, loss: 0.9592, grad_norm: 7.0663 2020-10-13 00:00:16,157 - mmaction - INFO - Epoch [35][3380/5010] lr: 7.500e-04, eta: 21:41:56, time: 1.429, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9240, loss_cls: 0.9306, loss: 0.9306, grad_norm: 7.5315 2020-10-13 00:00:33,623 - mmaction - INFO - Epoch [35][3400/5010] lr: 7.500e-04, eta: 21:41:34, time: 0.886, data_time: 0.025, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9302, loss_cls: 0.8616, loss: 0.8616, grad_norm: 6.6857 2020-10-13 00:00:52,217 - mmaction - INFO - Epoch [35][3420/5010] lr: 7.500e-04, eta: 21:41:13, time: 0.928, data_time: 0.005, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9146, loss_cls: 0.9657, loss: 0.9657, grad_norm: 6.9740 2020-10-13 00:01:11,751 - mmaction - INFO - Epoch [35][3440/5010] lr: 7.500e-04, eta: 21:40:52, time: 0.979, data_time: 0.006, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9177, loss_cls: 0.9826, loss: 0.9826, grad_norm: 7.2609 2020-10-13 00:01:31,039 - mmaction - INFO - Epoch [35][3460/5010] lr: 7.500e-04, eta: 21:40:32, time: 0.965, data_time: 0.006, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9135, loss_cls: 0.9922, loss: 0.9922, grad_norm: 7.1095 2020-10-13 00:01:51,246 - mmaction - INFO - Epoch [35][3480/5010] lr: 7.500e-04, eta: 21:40:11, time: 1.010, data_time: 0.002, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9042, loss_cls: 1.0022, loss: 1.0022, grad_norm: 6.9970 2020-10-13 00:02:10,162 - mmaction - INFO - Epoch [35][3500/5010] lr: 7.500e-04, eta: 21:39:50, time: 0.944, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9219, loss_cls: 0.9545, loss: 0.9545, grad_norm: 7.0436 2020-10-13 00:02:30,203 - mmaction - INFO - Epoch [35][3520/5010] lr: 7.500e-04, eta: 21:39:30, time: 1.004, data_time: 0.007, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9271, loss_cls: 0.9044, loss: 0.9044, grad_norm: 6.5702 2020-10-13 00:02:49,137 - mmaction - INFO - Epoch [35][3540/5010] lr: 7.500e-04, eta: 21:39:09, time: 0.947, data_time: 0.002, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9073, loss_cls: 0.9754, loss: 0.9754, grad_norm: 6.9671 2020-10-13 00:03:08,495 - mmaction - INFO - Epoch [35][3560/5010] lr: 7.500e-04, eta: 21:38:48, time: 0.968, data_time: 0.004, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9208, loss_cls: 0.9747, loss: 0.9747, grad_norm: 7.2090 2020-10-13 00:03:28,087 - mmaction - INFO - Epoch [35][3580/5010] lr: 7.500e-04, eta: 21:38:27, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9177, loss_cls: 0.9610, loss: 0.9610, grad_norm: 7.2401 2020-10-13 00:03:47,266 - mmaction - INFO - Epoch [35][3600/5010] lr: 7.500e-04, eta: 21:38:06, time: 0.958, data_time: 0.002, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9229, loss_cls: 0.9069, loss: 0.9069, grad_norm: 6.9896 2020-10-13 00:04:07,046 - mmaction - INFO - Epoch [35][3620/5010] lr: 7.500e-04, eta: 21:37:46, time: 0.990, data_time: 0.003, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9271, loss_cls: 0.8925, loss: 0.8925, grad_norm: 6.8680 2020-10-13 00:04:27,990 - mmaction - INFO - Epoch [35][3640/5010] lr: 7.500e-04, eta: 21:37:26, time: 1.047, data_time: 0.006, memory: 10398, top1_acc: 0.7427, top5_acc: 0.8990, loss_cls: 1.0340, loss: 1.0340, grad_norm: 7.2770 2020-10-13 00:04:48,006 - mmaction - INFO - Epoch [35][3660/5010] lr: 7.500e-04, eta: 21:37:05, time: 0.999, data_time: 0.002, memory: 10398, top1_acc: 0.7396, top5_acc: 0.8938, loss_cls: 1.0883, loss: 1.0883, grad_norm: 7.4070 2020-10-13 00:05:07,786 - mmaction - INFO - Epoch [35][3680/5010] lr: 7.500e-04, eta: 21:36:45, time: 0.991, data_time: 0.006, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9115, loss_cls: 0.9828, loss: 0.9828, grad_norm: 7.3623 2020-10-13 00:05:26,805 - mmaction - INFO - Epoch [35][3700/5010] lr: 7.500e-04, eta: 21:36:24, time: 0.951, data_time: 0.002, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9115, loss_cls: 0.9960, loss: 0.9960, grad_norm: 7.1011 2020-10-13 00:05:47,674 - mmaction - INFO - Epoch [35][3720/5010] lr: 7.500e-04, eta: 21:36:04, time: 1.043, data_time: 0.002, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9094, loss_cls: 1.0000, loss: 1.0000, grad_norm: 7.1045 2020-10-13 00:06:06,751 - mmaction - INFO - Epoch [35][3740/5010] lr: 7.500e-04, eta: 21:35:43, time: 0.952, data_time: 0.004, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9250, loss_cls: 0.8688, loss: 0.8688, grad_norm: 6.8377 2020-10-13 00:06:26,474 - mmaction - INFO - Epoch [35][3760/5010] lr: 7.500e-04, eta: 21:35:22, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9198, loss_cls: 0.9559, loss: 0.9559, grad_norm: 7.2517 2020-10-13 00:06:45,825 - mmaction - INFO - Epoch [35][3780/5010] lr: 7.500e-04, eta: 21:35:01, time: 0.967, data_time: 0.002, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9115, loss_cls: 1.0157, loss: 1.0157, grad_norm: 7.3242 2020-10-13 00:07:06,115 - mmaction - INFO - Epoch [35][3800/5010] lr: 7.500e-04, eta: 21:34:41, time: 1.013, data_time: 0.004, memory: 10398, top1_acc: 0.7448, top5_acc: 0.8990, loss_cls: 1.0252, loss: 1.0252, grad_norm: 7.3276 2020-10-13 00:07:25,627 - mmaction - INFO - Epoch [35][3820/5010] lr: 7.500e-04, eta: 21:34:20, time: 0.977, data_time: 0.005, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9104, loss_cls: 0.9793, loss: 0.9793, grad_norm: 7.0324 2020-10-13 00:07:45,184 - mmaction - INFO - Epoch [35][3840/5010] lr: 7.500e-04, eta: 21:34:00, time: 0.978, data_time: 0.002, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9187, loss_cls: 0.9318, loss: 0.9318, grad_norm: 7.0379 2020-10-13 00:08:04,782 - mmaction - INFO - Epoch [35][3860/5010] lr: 7.500e-04, eta: 21:33:39, time: 0.980, data_time: 0.004, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9167, loss_cls: 0.9902, loss: 0.9902, grad_norm: 7.2161 2020-10-13 00:08:24,136 - mmaction - INFO - Epoch [35][3880/5010] lr: 7.500e-04, eta: 21:33:18, time: 0.967, data_time: 0.006, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9271, loss_cls: 0.9338, loss: 0.9338, grad_norm: 6.8377 2020-10-13 00:08:44,163 - mmaction - INFO - Epoch [35][3900/5010] lr: 7.500e-04, eta: 21:32:58, time: 1.000, data_time: 0.002, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9010, loss_cls: 1.0629, loss: 1.0629, grad_norm: 7.3248 2020-10-13 00:09:04,547 - mmaction - INFO - Epoch [35][3920/5010] lr: 7.500e-04, eta: 21:32:37, time: 1.018, data_time: 0.006, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9073, loss_cls: 0.9889, loss: 0.9889, grad_norm: 7.1807 2020-10-13 00:09:23,393 - mmaction - INFO - Epoch [35][3940/5010] lr: 7.500e-04, eta: 21:32:16, time: 0.945, data_time: 0.006, memory: 10398, top1_acc: 0.7156, top5_acc: 0.9135, loss_cls: 1.0221, loss: 1.0221, grad_norm: 7.5150 2020-10-13 00:09:43,502 - mmaction - INFO - Epoch [35][3960/5010] lr: 7.500e-04, eta: 21:31:56, time: 1.005, data_time: 0.002, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9073, loss_cls: 1.0452, loss: 1.0452, grad_norm: 7.0267 2020-10-13 00:10:02,773 - mmaction - INFO - Epoch [35][3980/5010] lr: 7.500e-04, eta: 21:31:35, time: 0.963, data_time: 0.005, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9094, loss_cls: 0.9600, loss: 0.9600, grad_norm: 6.9657 2020-10-13 00:10:23,201 - mmaction - INFO - Epoch [35][4000/5010] lr: 7.500e-04, eta: 21:31:15, time: 1.021, data_time: 0.003, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9292, loss_cls: 0.8690, loss: 0.8690, grad_norm: 6.6873 2020-10-13 00:10:42,906 - mmaction - INFO - Epoch [35][4020/5010] lr: 7.500e-04, eta: 21:30:54, time: 0.986, data_time: 0.003, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9094, loss_cls: 0.9757, loss: 0.9757, grad_norm: 6.9579 2020-10-13 00:11:02,895 - mmaction - INFO - Epoch [35][4040/5010] lr: 7.500e-04, eta: 21:30:34, time: 0.998, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9177, loss_cls: 0.9358, loss: 0.9358, grad_norm: 6.9406 2020-10-13 00:11:23,138 - mmaction - INFO - Epoch [35][4060/5010] lr: 7.500e-04, eta: 21:30:13, time: 1.014, data_time: 0.006, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9083, loss_cls: 1.0181, loss: 1.0181, grad_norm: 7.2909 2020-10-13 00:11:43,597 - mmaction - INFO - Epoch [35][4080/5010] lr: 7.500e-04, eta: 21:29:53, time: 1.023, data_time: 0.002, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9135, loss_cls: 1.0045, loss: 1.0045, grad_norm: 7.1675 2020-10-13 00:12:03,333 - mmaction - INFO - Epoch [35][4100/5010] lr: 7.500e-04, eta: 21:29:32, time: 0.985, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9156, loss_cls: 0.9188, loss: 0.9188, grad_norm: 7.0189 2020-10-13 00:12:23,026 - mmaction - INFO - Epoch [35][4120/5010] lr: 7.500e-04, eta: 21:29:12, time: 0.986, data_time: 0.006, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9104, loss_cls: 0.9230, loss: 0.9230, grad_norm: 6.9452 2020-10-13 00:12:42,591 - mmaction - INFO - Epoch [35][4140/5010] lr: 7.500e-04, eta: 21:28:51, time: 0.979, data_time: 0.002, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9177, loss_cls: 0.9660, loss: 0.9660, grad_norm: 7.0780 2020-10-13 00:13:02,210 - mmaction - INFO - Epoch [35][4160/5010] lr: 7.500e-04, eta: 21:28:30, time: 0.979, data_time: 0.004, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9146, loss_cls: 1.0042, loss: 1.0042, grad_norm: 7.1858 2020-10-13 00:13:21,351 - mmaction - INFO - Epoch [35][4180/5010] lr: 7.500e-04, eta: 21:28:09, time: 0.958, data_time: 0.006, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9125, loss_cls: 1.0271, loss: 1.0271, grad_norm: 7.2679 2020-10-13 00:13:40,531 - mmaction - INFO - Epoch [35][4200/5010] lr: 7.500e-04, eta: 21:27:49, time: 0.960, data_time: 0.004, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9292, loss_cls: 0.8469, loss: 0.8469, grad_norm: 6.4768 2020-10-13 00:14:00,475 - mmaction - INFO - Epoch [35][4220/5010] lr: 7.500e-04, eta: 21:27:28, time: 0.996, data_time: 0.006, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9104, loss_cls: 0.9698, loss: 0.9698, grad_norm: 7.0283 2020-10-13 00:14:19,591 - mmaction - INFO - Epoch [35][4240/5010] lr: 7.500e-04, eta: 21:27:07, time: 0.957, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9271, loss_cls: 0.9244, loss: 0.9244, grad_norm: 6.9109 2020-10-13 00:14:39,301 - mmaction - INFO - Epoch [35][4260/5010] lr: 7.500e-04, eta: 21:26:47, time: 0.981, data_time: 0.005, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9021, loss_cls: 0.9801, loss: 0.9801, grad_norm: 7.1885 2020-10-13 00:14:58,173 - mmaction - INFO - Epoch [35][4280/5010] lr: 7.500e-04, eta: 21:26:26, time: 0.948, data_time: 0.009, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9135, loss_cls: 0.9494, loss: 0.9494, grad_norm: 6.9895 2020-10-13 00:15:18,071 - mmaction - INFO - Epoch [35][4300/5010] lr: 7.500e-04, eta: 21:26:05, time: 0.990, data_time: 0.005, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9094, loss_cls: 1.0231, loss: 1.0231, grad_norm: 7.5311 2020-10-13 00:15:37,157 - mmaction - INFO - Epoch [35][4320/5010] lr: 7.500e-04, eta: 21:25:44, time: 0.959, data_time: 0.008, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9073, loss_cls: 0.9926, loss: 0.9926, grad_norm: 6.9701 2020-10-13 00:15:56,874 - mmaction - INFO - Epoch [35][4340/5010] lr: 7.500e-04, eta: 21:25:24, time: 0.983, data_time: 0.004, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9125, loss_cls: 0.9480, loss: 0.9480, grad_norm: 6.8643 2020-10-13 00:16:16,092 - mmaction - INFO - Epoch [35][4360/5010] lr: 7.500e-04, eta: 21:25:03, time: 0.963, data_time: 0.006, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9167, loss_cls: 0.9703, loss: 0.9703, grad_norm: 7.1475 2020-10-13 00:16:35,409 - mmaction - INFO - Epoch [35][4380/5010] lr: 7.500e-04, eta: 21:24:42, time: 0.964, data_time: 0.004, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9229, loss_cls: 0.9492, loss: 0.9492, grad_norm: 6.8911 2020-10-13 00:16:55,131 - mmaction - INFO - Epoch [35][4400/5010] lr: 7.500e-04, eta: 21:24:21, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9125, loss_cls: 0.9949, loss: 0.9949, grad_norm: 7.1182 2020-10-13 00:17:14,765 - mmaction - INFO - Epoch [35][4420/5010] lr: 7.500e-04, eta: 21:24:01, time: 0.980, data_time: 0.004, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9073, loss_cls: 1.0099, loss: 1.0099, grad_norm: 7.5323 2020-10-13 00:17:34,479 - mmaction - INFO - Epoch [35][4440/5010] lr: 7.500e-04, eta: 21:23:40, time: 0.986, data_time: 0.005, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9229, loss_cls: 0.8999, loss: 0.8999, grad_norm: 6.6715 2020-10-13 00:17:54,107 - mmaction - INFO - Epoch [35][4460/5010] lr: 7.500e-04, eta: 21:23:19, time: 0.983, data_time: 0.003, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 0.9921, loss: 0.9921, grad_norm: 7.5325 2020-10-13 00:18:13,459 - mmaction - INFO - Epoch [35][4480/5010] lr: 7.500e-04, eta: 21:22:59, time: 0.966, data_time: 0.004, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9094, loss_cls: 1.0179, loss: 1.0179, grad_norm: 7.3725 2020-10-13 00:18:33,561 - mmaction - INFO - Epoch [35][4500/5010] lr: 7.500e-04, eta: 21:22:38, time: 1.007, data_time: 0.006, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9125, loss_cls: 0.9973, loss: 0.9973, grad_norm: 7.1226 2020-10-13 00:18:53,135 - mmaction - INFO - Epoch [35][4520/5010] lr: 7.500e-04, eta: 21:22:18, time: 0.979, data_time: 0.002, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9156, loss_cls: 0.9157, loss: 0.9157, grad_norm: 7.1654 2020-10-13 00:19:12,462 - mmaction - INFO - Epoch [35][4540/5010] lr: 7.500e-04, eta: 21:21:57, time: 0.965, data_time: 0.004, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9135, loss_cls: 1.0209, loss: 1.0209, grad_norm: 7.3578 2020-10-13 00:19:31,777 - mmaction - INFO - Epoch [35][4560/5010] lr: 7.500e-04, eta: 21:21:36, time: 0.967, data_time: 0.005, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9167, loss_cls: 0.9366, loss: 0.9366, grad_norm: 6.7491 2020-10-13 00:19:51,141 - mmaction - INFO - Epoch [35][4580/5010] lr: 7.500e-04, eta: 21:21:15, time: 0.968, data_time: 0.002, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9198, loss_cls: 0.9783, loss: 0.9783, grad_norm: 7.1909 2020-10-13 00:20:10,709 - mmaction - INFO - Epoch [35][4600/5010] lr: 7.500e-04, eta: 21:20:54, time: 0.979, data_time: 0.004, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9125, loss_cls: 0.9737, loss: 0.9737, grad_norm: 7.1189 2020-10-13 00:20:29,969 - mmaction - INFO - Epoch [35][4620/5010] lr: 7.500e-04, eta: 21:20:34, time: 0.963, data_time: 0.002, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9125, loss_cls: 1.0430, loss: 1.0430, grad_norm: 7.4262 2020-10-13 00:20:49,368 - mmaction - INFO - Epoch [35][4640/5010] lr: 7.500e-04, eta: 21:20:13, time: 0.970, data_time: 0.002, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9021, loss_cls: 1.0232, loss: 1.0232, grad_norm: 7.2397 2020-10-13 00:21:08,827 - mmaction - INFO - Epoch [35][4660/5010] lr: 7.500e-04, eta: 21:19:52, time: 0.973, data_time: 0.005, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9052, loss_cls: 0.9956, loss: 0.9956, grad_norm: 7.2344 2020-10-13 00:21:27,940 - mmaction - INFO - Epoch [35][4680/5010] lr: 7.500e-04, eta: 21:19:31, time: 0.956, data_time: 0.004, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9188, loss_cls: 0.9527, loss: 0.9527, grad_norm: 7.0201 2020-10-13 00:21:48,045 - mmaction - INFO - Epoch [35][4700/5010] lr: 7.500e-04, eta: 21:19:11, time: 1.005, data_time: 0.002, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9094, loss_cls: 0.9936, loss: 0.9936, grad_norm: 7.2359 2020-10-13 00:22:07,832 - mmaction - INFO - Epoch [35][4720/5010] lr: 7.500e-04, eta: 21:18:50, time: 0.987, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9021, loss_cls: 1.0529, loss: 1.0529, grad_norm: 7.1788 2020-10-13 00:22:27,136 - mmaction - INFO - Epoch [35][4740/5010] lr: 7.500e-04, eta: 21:18:30, time: 0.968, data_time: 0.007, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9229, loss_cls: 0.9224, loss: 0.9224, grad_norm: 6.9225 2020-10-13 00:22:46,753 - mmaction - INFO - Epoch [35][4760/5010] lr: 7.500e-04, eta: 21:18:09, time: 0.981, data_time: 0.002, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.9783, loss: 0.9783, grad_norm: 6.8508 2020-10-13 00:23:05,834 - mmaction - INFO - Epoch [35][4780/5010] lr: 7.500e-04, eta: 21:17:48, time: 0.954, data_time: 0.002, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9042, loss_cls: 1.0343, loss: 1.0343, grad_norm: 7.2350 2020-10-13 00:23:25,755 - mmaction - INFO - Epoch [35][4800/5010] lr: 7.500e-04, eta: 21:17:27, time: 0.996, data_time: 0.002, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9323, loss_cls: 0.8864, loss: 0.8864, grad_norm: 6.8024 2020-10-13 00:23:45,476 - mmaction - INFO - Epoch [35][4820/5010] lr: 7.500e-04, eta: 21:17:07, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9146, loss_cls: 0.9906, loss: 0.9906, grad_norm: 7.1204 2020-10-13 00:24:04,895 - mmaction - INFO - Epoch [35][4840/5010] lr: 7.500e-04, eta: 21:16:46, time: 0.969, data_time: 0.004, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9260, loss_cls: 0.8984, loss: 0.8984, grad_norm: 6.7290 2020-10-13 00:24:24,807 - mmaction - INFO - Epoch [35][4860/5010] lr: 7.500e-04, eta: 21:16:26, time: 0.998, data_time: 0.006, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9177, loss_cls: 0.9735, loss: 0.9735, grad_norm: 7.3604 2020-10-13 00:24:44,044 - mmaction - INFO - Epoch [35][4880/5010] lr: 7.500e-04, eta: 21:16:05, time: 0.961, data_time: 0.002, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9125, loss_cls: 0.9962, loss: 0.9962, grad_norm: 7.0249 2020-10-13 00:25:03,551 - mmaction - INFO - Epoch [35][4900/5010] lr: 7.500e-04, eta: 21:15:44, time: 0.976, data_time: 0.005, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9042, loss_cls: 1.0474, loss: 1.0474, grad_norm: 7.3276 2020-10-13 00:25:23,072 - mmaction - INFO - Epoch [35][4920/5010] lr: 7.500e-04, eta: 21:15:23, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9219, loss_cls: 0.9369, loss: 0.9369, grad_norm: 6.8351 2020-10-13 00:25:42,655 - mmaction - INFO - Epoch [35][4940/5010] lr: 7.500e-04, eta: 21:15:03, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9187, loss_cls: 0.9681, loss: 0.9681, grad_norm: 7.1856 2020-10-13 00:26:02,226 - mmaction - INFO - Epoch [35][4960/5010] lr: 7.500e-04, eta: 21:14:42, time: 0.977, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9229, loss_cls: 0.9243, loss: 0.9243, grad_norm: 6.8058 2020-10-13 00:26:22,363 - mmaction - INFO - Epoch [35][4980/5010] lr: 7.500e-04, eta: 21:14:22, time: 1.007, data_time: 0.006, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9208, loss_cls: 0.9859, loss: 0.9859, grad_norm: 6.9837 2020-10-13 00:26:41,450 - mmaction - INFO - Epoch [35][5000/5010] lr: 7.500e-04, eta: 21:14:01, time: 0.956, data_time: 0.003, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9146, loss_cls: 0.9866, loss: 0.9866, grad_norm: 7.1653 2020-10-13 00:26:51,404 - mmaction - INFO - Saving checkpoint at 35 epochs 2020-10-13 00:27:24,980 - mmaction - INFO - Epoch [36][20/5010] lr: 7.500e-04, eta: 21:13:31, time: 1.645, data_time: 0.796, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9260, loss_cls: 0.9020, loss: 0.9020, grad_norm: 6.7088 2020-10-13 00:27:42,700 - mmaction - INFO - Epoch [36][40/5010] lr: 7.500e-04, eta: 21:13:10, time: 0.886, data_time: 0.003, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9062, loss_cls: 0.9883, loss: 0.9883, grad_norm: 7.0327 2020-10-13 00:28:03,054 - mmaction - INFO - Epoch [36][60/5010] lr: 7.500e-04, eta: 21:12:49, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9198, loss_cls: 0.9629, loss: 0.9629, grad_norm: 7.1058 2020-10-13 00:28:22,734 - mmaction - INFO - Epoch [36][80/5010] lr: 7.500e-04, eta: 21:12:29, time: 0.988, data_time: 0.007, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9250, loss_cls: 0.9345, loss: 0.9345, grad_norm: 6.9739 2020-10-13 00:28:42,031 - mmaction - INFO - Epoch [36][100/5010] lr: 7.500e-04, eta: 21:12:08, time: 0.965, data_time: 0.002, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9125, loss_cls: 0.9631, loss: 0.9631, grad_norm: 7.2082 2020-10-13 00:29:02,310 - mmaction - INFO - Epoch [36][120/5010] lr: 7.500e-04, eta: 21:11:48, time: 1.011, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9073, loss_cls: 1.0055, loss: 1.0055, grad_norm: 6.8968 2020-10-13 00:29:22,232 - mmaction - INFO - Epoch [36][140/5010] lr: 7.500e-04, eta: 21:11:27, time: 0.999, data_time: 0.007, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9344, loss_cls: 0.8479, loss: 0.8479, grad_norm: 6.6691 2020-10-13 00:29:41,248 - mmaction - INFO - Epoch [36][160/5010] lr: 7.500e-04, eta: 21:11:06, time: 0.951, data_time: 0.003, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9188, loss_cls: 0.9764, loss: 0.9764, grad_norm: 6.8025 2020-10-13 00:30:01,007 - mmaction - INFO - Epoch [36][180/5010] lr: 7.500e-04, eta: 21:10:46, time: 0.986, data_time: 0.005, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9125, loss_cls: 0.9618, loss: 0.9618, grad_norm: 6.9857 2020-10-13 00:30:21,618 - mmaction - INFO - Epoch [36][200/5010] lr: 7.500e-04, eta: 21:10:25, time: 1.032, data_time: 0.007, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9156, loss_cls: 0.8980, loss: 0.8980, grad_norm: 6.7866 2020-10-13 00:30:40,962 - mmaction - INFO - Epoch [36][220/5010] lr: 7.500e-04, eta: 21:10:05, time: 0.968, data_time: 0.004, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9281, loss_cls: 0.8616, loss: 0.8616, grad_norm: 6.8801 2020-10-13 00:31:00,343 - mmaction - INFO - Epoch [36][240/5010] lr: 7.500e-04, eta: 21:09:44, time: 0.967, data_time: 0.005, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9177, loss_cls: 0.9864, loss: 0.9864, grad_norm: 7.2163 2020-10-13 00:31:19,884 - mmaction - INFO - Epoch [36][260/5010] lr: 7.500e-04, eta: 21:09:23, time: 0.979, data_time: 0.006, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9260, loss_cls: 0.8828, loss: 0.8828, grad_norm: 6.7226 2020-10-13 00:31:39,947 - mmaction - INFO - Epoch [36][280/5010] lr: 7.500e-04, eta: 21:09:03, time: 1.001, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9187, loss_cls: 0.9891, loss: 0.9891, grad_norm: 7.2745 2020-10-13 00:31:59,457 - mmaction - INFO - Epoch [36][300/5010] lr: 7.500e-04, eta: 21:08:42, time: 0.977, data_time: 0.006, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9177, loss_cls: 0.9342, loss: 0.9342, grad_norm: 7.0166 2020-10-13 00:32:19,931 - mmaction - INFO - Epoch [36][320/5010] lr: 7.500e-04, eta: 21:08:22, time: 1.022, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9271, loss_cls: 0.9199, loss: 0.9199, grad_norm: 7.0252 2020-10-13 00:32:39,969 - mmaction - INFO - Epoch [36][340/5010] lr: 7.500e-04, eta: 21:08:01, time: 1.003, data_time: 0.006, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9115, loss_cls: 0.9734, loss: 0.9734, grad_norm: 7.2949 2020-10-13 00:32:59,323 - mmaction - INFO - Epoch [36][360/5010] lr: 7.500e-04, eta: 21:07:41, time: 0.968, data_time: 0.004, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9146, loss_cls: 0.9622, loss: 0.9622, grad_norm: 7.0046 2020-10-13 00:33:18,718 - mmaction - INFO - Epoch [36][380/5010] lr: 7.500e-04, eta: 21:07:20, time: 0.970, data_time: 0.005, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9187, loss_cls: 0.9456, loss: 0.9456, grad_norm: 7.1160 2020-10-13 00:33:38,321 - mmaction - INFO - Epoch [36][400/5010] lr: 7.500e-04, eta: 21:06:59, time: 0.979, data_time: 0.006, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9073, loss_cls: 0.9490, loss: 0.9490, grad_norm: 7.0482 2020-10-13 00:33:59,392 - mmaction - INFO - Epoch [36][420/5010] lr: 7.500e-04, eta: 21:06:39, time: 1.055, data_time: 0.005, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9219, loss_cls: 0.8970, loss: 0.8970, grad_norm: 6.7188 2020-10-13 00:34:18,534 - mmaction - INFO - Epoch [36][440/5010] lr: 7.500e-04, eta: 21:06:18, time: 0.957, data_time: 0.002, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9260, loss_cls: 0.8971, loss: 0.8971, grad_norm: 7.0406 2020-10-13 00:34:38,519 - mmaction - INFO - Epoch [36][460/5010] lr: 7.500e-04, eta: 21:05:58, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9198, loss_cls: 0.9285, loss: 0.9285, grad_norm: 6.8789 2020-10-13 00:34:57,903 - mmaction - INFO - Epoch [36][480/5010] lr: 7.500e-04, eta: 21:05:37, time: 0.972, data_time: 0.006, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9260, loss_cls: 0.9677, loss: 0.9677, grad_norm: 7.0778 2020-10-13 00:35:18,317 - mmaction - INFO - Epoch [36][500/5010] lr: 7.500e-04, eta: 21:05:17, time: 1.017, data_time: 0.005, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9312, loss_cls: 0.8831, loss: 0.8831, grad_norm: 6.9426 2020-10-13 00:35:37,802 - mmaction - INFO - Epoch [36][520/5010] lr: 7.500e-04, eta: 21:04:56, time: 0.978, data_time: 0.007, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9063, loss_cls: 1.0149, loss: 1.0149, grad_norm: 7.2787 2020-10-13 00:35:58,485 - mmaction - INFO - Epoch [36][540/5010] lr: 7.500e-04, eta: 21:04:36, time: 1.032, data_time: 0.005, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9104, loss_cls: 1.0188, loss: 1.0188, grad_norm: 7.2293 2020-10-13 00:36:18,151 - mmaction - INFO - Epoch [36][560/5010] lr: 7.500e-04, eta: 21:04:15, time: 0.985, data_time: 0.006, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9083, loss_cls: 0.9729, loss: 0.9729, grad_norm: 7.2047 2020-10-13 00:36:38,582 - mmaction - INFO - Epoch [36][580/5010] lr: 7.500e-04, eta: 21:03:55, time: 1.020, data_time: 0.005, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9104, loss_cls: 1.0061, loss: 1.0061, grad_norm: 7.3118 2020-10-13 00:36:58,187 - mmaction - INFO - Epoch [36][600/5010] lr: 7.500e-04, eta: 21:03:34, time: 0.981, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9292, loss_cls: 0.9124, loss: 0.9124, grad_norm: 7.1307 2020-10-13 00:37:17,497 - mmaction - INFO - Epoch [36][620/5010] lr: 7.500e-04, eta: 21:03:13, time: 0.965, data_time: 0.006, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9333, loss_cls: 0.8687, loss: 0.8687, grad_norm: 6.8630 2020-10-13 00:37:37,664 - mmaction - INFO - Epoch [36][640/5010] lr: 7.500e-04, eta: 21:02:53, time: 1.010, data_time: 0.006, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9115, loss_cls: 0.9465, loss: 0.9465, grad_norm: 7.0149 2020-10-13 00:37:57,058 - mmaction - INFO - Epoch [36][660/5010] lr: 7.500e-04, eta: 21:02:32, time: 0.968, data_time: 0.004, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9094, loss_cls: 0.9587, loss: 0.9587, grad_norm: 7.1007 2020-10-13 00:38:16,428 - mmaction - INFO - Epoch [36][680/5010] lr: 7.500e-04, eta: 21:02:12, time: 0.970, data_time: 0.005, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9208, loss_cls: 0.9567, loss: 0.9567, grad_norm: 7.2618 2020-10-13 00:38:36,427 - mmaction - INFO - Epoch [36][700/5010] lr: 7.500e-04, eta: 21:01:51, time: 0.997, data_time: 0.004, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9177, loss_cls: 0.9178, loss: 0.9178, grad_norm: 6.8707 2020-10-13 00:38:56,164 - mmaction - INFO - Epoch [36][720/5010] lr: 7.500e-04, eta: 21:01:31, time: 0.990, data_time: 0.006, memory: 10398, top1_acc: 0.7437, top5_acc: 0.9073, loss_cls: 1.0070, loss: 1.0070, grad_norm: 7.4092 2020-10-13 00:39:15,691 - mmaction - INFO - Epoch [36][740/5010] lr: 7.500e-04, eta: 21:01:10, time: 0.975, data_time: 0.005, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9208, loss_cls: 0.9141, loss: 0.9141, grad_norm: 6.7948 2020-10-13 00:39:35,446 - mmaction - INFO - Epoch [36][760/5010] lr: 7.500e-04, eta: 21:00:49, time: 0.990, data_time: 0.006, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9292, loss_cls: 0.8990, loss: 0.8990, grad_norm: 6.8819 2020-10-13 00:39:55,091 - mmaction - INFO - Epoch [36][780/5010] lr: 7.500e-04, eta: 21:00:29, time: 0.982, data_time: 0.002, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9094, loss_cls: 0.9670, loss: 0.9670, grad_norm: 7.3319 2020-10-13 00:40:14,718 - mmaction - INFO - Epoch [36][800/5010] lr: 7.500e-04, eta: 21:00:08, time: 0.980, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9083, loss_cls: 1.0167, loss: 1.0167, grad_norm: 7.4188 2020-10-13 00:40:34,014 - mmaction - INFO - Epoch [36][820/5010] lr: 7.500e-04, eta: 20:59:47, time: 0.967, data_time: 0.007, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.9673, loss: 0.9673, grad_norm: 7.1350 2020-10-13 00:40:53,725 - mmaction - INFO - Epoch [36][840/5010] lr: 7.500e-04, eta: 20:59:27, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9156, loss_cls: 0.8810, loss: 0.8810, grad_norm: 6.7750 2020-10-13 00:41:13,571 - mmaction - INFO - Epoch [36][860/5010] lr: 7.500e-04, eta: 20:59:06, time: 0.990, data_time: 0.006, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9167, loss_cls: 0.9156, loss: 0.9156, grad_norm: 7.0731 2020-10-13 00:41:33,198 - mmaction - INFO - Epoch [36][880/5010] lr: 7.500e-04, eta: 20:58:45, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9219, loss_cls: 0.8842, loss: 0.8842, grad_norm: 6.9877 2020-10-13 00:41:53,955 - mmaction - INFO - Epoch [36][900/5010] lr: 7.500e-04, eta: 20:58:25, time: 1.038, data_time: 0.003, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9063, loss_cls: 1.0176, loss: 1.0176, grad_norm: 7.3172 2020-10-13 00:42:13,660 - mmaction - INFO - Epoch [36][920/5010] lr: 7.500e-04, eta: 20:58:05, time: 0.984, data_time: 0.006, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9062, loss_cls: 1.0304, loss: 1.0304, grad_norm: 7.1687 2020-10-13 00:42:32,934 - mmaction - INFO - Epoch [36][940/5010] lr: 7.500e-04, eta: 20:57:44, time: 0.965, data_time: 0.005, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9135, loss_cls: 0.9193, loss: 0.9193, grad_norm: 6.8722 2020-10-13 00:42:52,379 - mmaction - INFO - Epoch [36][960/5010] lr: 7.500e-04, eta: 20:57:23, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9073, loss_cls: 1.0037, loss: 1.0037, grad_norm: 7.4053 2020-10-13 00:43:12,261 - mmaction - INFO - Epoch [36][980/5010] lr: 7.500e-04, eta: 20:57:03, time: 0.994, data_time: 0.005, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9208, loss_cls: 0.9313, loss: 0.9313, grad_norm: 6.8810 2020-10-13 00:43:31,427 - mmaction - INFO - Epoch [36][1000/5010] lr: 7.500e-04, eta: 20:56:42, time: 0.957, data_time: 0.002, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9219, loss_cls: 0.9426, loss: 0.9426, grad_norm: 6.9396 2020-10-13 00:43:51,348 - mmaction - INFO - Epoch [36][1020/5010] lr: 7.500e-04, eta: 20:56:21, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9115, loss_cls: 0.9607, loss: 0.9607, grad_norm: 6.9662 2020-10-13 00:44:11,653 - mmaction - INFO - Epoch [36][1040/5010] lr: 7.500e-04, eta: 20:56:01, time: 1.012, data_time: 0.005, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9188, loss_cls: 0.8954, loss: 0.8954, grad_norm: 6.5318 2020-10-13 00:44:31,168 - mmaction - INFO - Epoch [36][1060/5010] lr: 7.500e-04, eta: 20:55:40, time: 0.972, data_time: 0.007, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9271, loss_cls: 0.8383, loss: 0.8383, grad_norm: 6.8066 2020-10-13 00:44:50,785 - mmaction - INFO - Epoch [36][1080/5010] lr: 7.500e-04, eta: 20:55:20, time: 0.987, data_time: 0.008, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9063, loss_cls: 0.9817, loss: 0.9817, grad_norm: 7.1653 2020-10-13 00:45:11,015 - mmaction - INFO - Epoch [36][1100/5010] lr: 7.500e-04, eta: 20:54:59, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9073, loss_cls: 0.9191, loss: 0.9191, grad_norm: 7.0874 2020-10-13 00:45:30,652 - mmaction - INFO - Epoch [36][1120/5010] lr: 7.500e-04, eta: 20:54:39, time: 0.989, data_time: 0.009, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9094, loss_cls: 0.9745, loss: 0.9745, grad_norm: 6.9824 2020-10-13 00:45:50,513 - mmaction - INFO - Epoch [36][1140/5010] lr: 7.500e-04, eta: 20:54:18, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9135, loss_cls: 0.9606, loss: 0.9606, grad_norm: 7.1808 2020-10-13 00:46:10,096 - mmaction - INFO - Epoch [36][1160/5010] lr: 7.500e-04, eta: 20:53:57, time: 0.976, data_time: 0.005, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9083, loss_cls: 0.9573, loss: 0.9573, grad_norm: 7.0411 2020-10-13 00:46:30,187 - mmaction - INFO - Epoch [36][1180/5010] lr: 7.500e-04, eta: 20:53:37, time: 1.008, data_time: 0.007, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9156, loss_cls: 0.9556, loss: 0.9556, grad_norm: 7.2016 2020-10-13 00:46:49,870 - mmaction - INFO - Epoch [36][1200/5010] lr: 7.500e-04, eta: 20:53:16, time: 0.984, data_time: 0.002, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9167, loss_cls: 0.9130, loss: 0.9130, grad_norm: 6.8495 2020-10-13 00:47:09,535 - mmaction - INFO - Epoch [36][1220/5010] lr: 7.500e-04, eta: 20:52:56, time: 0.981, data_time: 0.004, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9229, loss_cls: 0.8787, loss: 0.8787, grad_norm: 7.0862 2020-10-13 00:47:29,570 - mmaction - INFO - Epoch [36][1240/5010] lr: 7.500e-04, eta: 20:52:35, time: 1.003, data_time: 0.006, memory: 10398, top1_acc: 0.7104, top5_acc: 0.8865, loss_cls: 1.0940, loss: 1.0940, grad_norm: 7.5895 2020-10-13 00:47:48,892 - mmaction - INFO - Epoch [36][1260/5010] lr: 7.500e-04, eta: 20:52:15, time: 0.966, data_time: 0.002, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9198, loss_cls: 0.9870, loss: 0.9870, grad_norm: 7.4018 2020-10-13 00:48:08,515 - mmaction - INFO - Epoch [36][1280/5010] lr: 7.500e-04, eta: 20:51:54, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9146, loss_cls: 0.9908, loss: 0.9908, grad_norm: 7.3316 2020-10-13 00:48:28,306 - mmaction - INFO - Epoch [36][1300/5010] lr: 7.500e-04, eta: 20:51:33, time: 0.992, data_time: 0.007, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9042, loss_cls: 1.0025, loss: 1.0025, grad_norm: 7.0787 2020-10-13 00:48:48,119 - mmaction - INFO - Epoch [36][1320/5010] lr: 7.500e-04, eta: 20:51:13, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.9511, loss: 0.9511, grad_norm: 7.1458 2020-10-13 00:49:07,662 - mmaction - INFO - Epoch [36][1340/5010] lr: 7.500e-04, eta: 20:50:52, time: 0.974, data_time: 0.004, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9167, loss_cls: 0.9733, loss: 0.9733, grad_norm: 7.2202 2020-10-13 00:49:27,655 - mmaction - INFO - Epoch [36][1360/5010] lr: 7.500e-04, eta: 20:50:32, time: 1.003, data_time: 0.007, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9208, loss_cls: 0.9138, loss: 0.9138, grad_norm: 6.9296 2020-10-13 00:49:47,261 - mmaction - INFO - Epoch [36][1380/5010] lr: 7.500e-04, eta: 20:50:11, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9240, loss_cls: 0.9381, loss: 0.9381, grad_norm: 7.2491 2020-10-13 00:50:08,006 - mmaction - INFO - Epoch [36][1400/5010] lr: 7.500e-04, eta: 20:49:51, time: 1.037, data_time: 0.005, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9198, loss_cls: 0.9823, loss: 0.9823, grad_norm: 7.0542 2020-10-13 00:50:27,431 - mmaction - INFO - Epoch [36][1420/5010] lr: 7.500e-04, eta: 20:49:30, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9042, loss_cls: 0.9585, loss: 0.9585, grad_norm: 7.0612 2020-10-13 00:50:47,056 - mmaction - INFO - Epoch [36][1440/5010] lr: 7.500e-04, eta: 20:49:09, time: 0.981, data_time: 0.002, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9375, loss_cls: 0.8397, loss: 0.8397, grad_norm: 6.6436 2020-10-13 00:51:06,716 - mmaction - INFO - Epoch [36][1460/5010] lr: 7.500e-04, eta: 20:48:49, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9156, loss_cls: 0.9701, loss: 0.9701, grad_norm: 7.2163 2020-10-13 00:51:26,781 - mmaction - INFO - Epoch [36][1480/5010] lr: 7.500e-04, eta: 20:48:28, time: 1.002, data_time: 0.006, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9146, loss_cls: 0.9600, loss: 0.9600, grad_norm: 7.1254 2020-10-13 00:51:46,323 - mmaction - INFO - Epoch [36][1500/5010] lr: 7.500e-04, eta: 20:48:08, time: 0.979, data_time: 0.003, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9260, loss_cls: 0.9422, loss: 0.9422, grad_norm: 6.9635 2020-10-13 00:52:06,252 - mmaction - INFO - Epoch [36][1520/5010] lr: 7.500e-04, eta: 20:47:47, time: 0.995, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9021, loss_cls: 0.9873, loss: 0.9873, grad_norm: 7.0320 2020-10-13 00:52:25,676 - mmaction - INFO - Epoch [36][1540/5010] lr: 7.500e-04, eta: 20:47:26, time: 0.973, data_time: 0.006, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9198, loss_cls: 0.9095, loss: 0.9095, grad_norm: 7.0090 2020-10-13 00:52:45,810 - mmaction - INFO - Epoch [36][1560/5010] lr: 7.500e-04, eta: 20:47:06, time: 1.007, data_time: 0.002, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9135, loss_cls: 0.9498, loss: 0.9498, grad_norm: 6.8630 2020-10-13 00:53:05,284 - mmaction - INFO - Epoch [36][1580/5010] lr: 7.500e-04, eta: 20:46:45, time: 0.973, data_time: 0.004, memory: 10398, top1_acc: 0.7177, top5_acc: 0.9135, loss_cls: 1.0628, loss: 1.0628, grad_norm: 7.5300 2020-10-13 00:53:25,071 - mmaction - INFO - Epoch [36][1600/5010] lr: 7.500e-04, eta: 20:46:25, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9448, loss_cls: 0.8562, loss: 0.8562, grad_norm: 6.6811 2020-10-13 00:53:44,869 - mmaction - INFO - Epoch [36][1620/5010] lr: 7.500e-04, eta: 20:46:04, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9229, loss_cls: 0.9452, loss: 0.9452, grad_norm: 6.9842 2020-10-13 00:54:04,969 - mmaction - INFO - Epoch [36][1640/5010] lr: 7.500e-04, eta: 20:45:44, time: 1.003, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9146, loss_cls: 0.9489, loss: 0.9489, grad_norm: 6.9180 2020-10-13 00:54:24,323 - mmaction - INFO - Epoch [36][1660/5010] lr: 7.500e-04, eta: 20:45:23, time: 0.969, data_time: 0.006, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9115, loss_cls: 0.9908, loss: 0.9908, grad_norm: 7.2734 2020-10-13 00:54:44,309 - mmaction - INFO - Epoch [36][1680/5010] lr: 7.500e-04, eta: 20:45:03, time: 1.000, data_time: 0.003, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9135, loss_cls: 0.9400, loss: 0.9400, grad_norm: 7.0330 2020-10-13 00:55:04,142 - mmaction - INFO - Epoch [36][1700/5010] lr: 7.500e-04, eta: 20:44:42, time: 0.989, data_time: 0.004, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9240, loss_cls: 0.9389, loss: 0.9389, grad_norm: 7.1714 2020-10-13 00:55:24,293 - mmaction - INFO - Epoch [36][1720/5010] lr: 7.500e-04, eta: 20:44:22, time: 1.010, data_time: 0.004, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9094, loss_cls: 0.9905, loss: 0.9905, grad_norm: 7.4539 2020-10-13 00:55:43,993 - mmaction - INFO - Epoch [36][1740/5010] lr: 7.500e-04, eta: 20:44:01, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9083, loss_cls: 0.9754, loss: 0.9754, grad_norm: 7.2523 2020-10-13 00:56:04,107 - mmaction - INFO - Epoch [36][1760/5010] lr: 7.500e-04, eta: 20:43:41, time: 1.004, data_time: 0.005, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9094, loss_cls: 0.9589, loss: 0.9589, grad_norm: 7.2550 2020-10-13 00:56:23,970 - mmaction - INFO - Epoch [36][1780/5010] lr: 7.500e-04, eta: 20:43:20, time: 0.995, data_time: 0.005, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9156, loss_cls: 1.0184, loss: 1.0184, grad_norm: 7.4277 2020-10-13 00:56:43,461 - mmaction - INFO - Epoch [36][1800/5010] lr: 7.500e-04, eta: 20:42:59, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9115, loss_cls: 0.9809, loss: 0.9809, grad_norm: 7.2760 2020-10-13 00:57:03,264 - mmaction - INFO - Epoch [36][1820/5010] lr: 7.500e-04, eta: 20:42:39, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9063, loss_cls: 0.9801, loss: 0.9801, grad_norm: 7.1884 2020-10-13 00:57:23,315 - mmaction - INFO - Epoch [36][1840/5010] lr: 7.500e-04, eta: 20:42:18, time: 1.004, data_time: 0.005, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9312, loss_cls: 0.8782, loss: 0.8782, grad_norm: 6.8654 2020-10-13 00:57:42,907 - mmaction - INFO - Epoch [36][1860/5010] lr: 7.500e-04, eta: 20:41:58, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9250, loss_cls: 0.8967, loss: 0.8967, grad_norm: 6.9768 2020-10-13 00:58:03,658 - mmaction - INFO - Epoch [36][1880/5010] lr: 7.500e-04, eta: 20:41:38, time: 1.036, data_time: 0.005, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9156, loss_cls: 0.9727, loss: 0.9727, grad_norm: 7.2820 2020-10-13 00:58:24,032 - mmaction - INFO - Epoch [36][1900/5010] lr: 7.500e-04, eta: 20:41:17, time: 1.019, data_time: 0.005, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9177, loss_cls: 0.9802, loss: 0.9802, grad_norm: 7.3058 2020-10-13 00:58:44,229 - mmaction - INFO - Epoch [36][1920/5010] lr: 7.500e-04, eta: 20:40:57, time: 1.012, data_time: 0.003, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9229, loss_cls: 0.9145, loss: 0.9145, grad_norm: 7.0560 2020-10-13 00:59:04,563 - mmaction - INFO - Epoch [36][1940/5010] lr: 7.500e-04, eta: 20:40:37, time: 1.015, data_time: 0.005, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9312, loss_cls: 0.9005, loss: 0.9005, grad_norm: 6.9291 2020-10-13 00:59:24,314 - mmaction - INFO - Epoch [36][1960/5010] lr: 7.500e-04, eta: 20:40:16, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9094, loss_cls: 1.0183, loss: 1.0183, grad_norm: 7.0926 2020-10-13 00:59:44,825 - mmaction - INFO - Epoch [36][1980/5010] lr: 7.500e-04, eta: 20:39:56, time: 1.025, data_time: 0.002, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9125, loss_cls: 0.9300, loss: 0.9300, grad_norm: 6.9858 2020-10-13 01:00:15,259 - mmaction - INFO - Epoch [36][2000/5010] lr: 7.500e-04, eta: 20:39:39, time: 1.514, data_time: 0.029, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9063, loss_cls: 0.9949, loss: 0.9949, grad_norm: 7.1156 2020-10-13 01:00:32,643 - mmaction - INFO - Epoch [36][2020/5010] lr: 7.500e-04, eta: 20:39:18, time: 0.877, data_time: 0.019, memory: 10398, top1_acc: 0.7458, top5_acc: 0.8990, loss_cls: 1.0231, loss: 1.0231, grad_norm: 7.2805 2020-10-13 01:00:51,506 - mmaction - INFO - Epoch [36][2040/5010] lr: 7.500e-04, eta: 20:38:57, time: 0.943, data_time: 0.002, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9146, loss_cls: 0.9790, loss: 0.9790, grad_norm: 7.3051 2020-10-13 01:01:11,249 - mmaction - INFO - Epoch [36][2060/5010] lr: 7.500e-04, eta: 20:38:36, time: 0.984, data_time: 0.005, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9156, loss_cls: 0.9310, loss: 0.9310, grad_norm: 7.2458 2020-10-13 01:01:32,024 - mmaction - INFO - Epoch [36][2080/5010] lr: 7.500e-04, eta: 20:38:16, time: 1.042, data_time: 0.007, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9156, loss_cls: 0.9590, loss: 0.9590, grad_norm: 7.0592 2020-10-13 01:01:51,749 - mmaction - INFO - Epoch [36][2100/5010] lr: 7.500e-04, eta: 20:37:56, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9135, loss_cls: 0.9032, loss: 0.9032, grad_norm: 6.9731 2020-10-13 01:02:12,407 - mmaction - INFO - Epoch [36][2120/5010] lr: 7.500e-04, eta: 20:37:35, time: 1.031, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9135, loss_cls: 0.9740, loss: 0.9740, grad_norm: 7.1016 2020-10-13 01:02:32,922 - mmaction - INFO - Epoch [36][2140/5010] lr: 7.500e-04, eta: 20:37:15, time: 1.026, data_time: 0.006, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9187, loss_cls: 0.9412, loss: 0.9412, grad_norm: 7.1793 2020-10-13 01:02:52,697 - mmaction - INFO - Epoch [36][2160/5010] lr: 7.500e-04, eta: 20:36:55, time: 0.990, data_time: 0.003, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9083, loss_cls: 0.9909, loss: 0.9909, grad_norm: 6.9755 2020-10-13 01:03:12,827 - mmaction - INFO - Epoch [36][2180/5010] lr: 7.500e-04, eta: 20:36:34, time: 1.007, data_time: 0.005, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9010, loss_cls: 0.9869, loss: 0.9869, grad_norm: 7.1644 2020-10-13 01:03:32,887 - mmaction - INFO - Epoch [36][2200/5010] lr: 7.500e-04, eta: 20:36:14, time: 1.000, data_time: 0.002, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9042, loss_cls: 0.9714, loss: 0.9714, grad_norm: 7.3420 2020-10-13 01:03:52,291 - mmaction - INFO - Epoch [36][2220/5010] lr: 7.500e-04, eta: 20:35:53, time: 0.973, data_time: 0.007, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9281, loss_cls: 0.8708, loss: 0.8708, grad_norm: 7.0093 2020-10-13 01:04:12,911 - mmaction - INFO - Epoch [36][2240/5010] lr: 7.500e-04, eta: 20:35:33, time: 1.031, data_time: 0.002, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9125, loss_cls: 0.9637, loss: 0.9637, grad_norm: 7.1370 2020-10-13 01:04:32,510 - mmaction - INFO - Epoch [36][2260/5010] lr: 7.500e-04, eta: 20:35:12, time: 0.980, data_time: 0.004, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9302, loss_cls: 0.8329, loss: 0.8329, grad_norm: 6.6361 2020-10-13 01:04:52,363 - mmaction - INFO - Epoch [36][2280/5010] lr: 7.500e-04, eta: 20:34:52, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9177, loss_cls: 0.9303, loss: 0.9303, grad_norm: 7.1357 2020-10-13 01:05:12,034 - mmaction - INFO - Epoch [36][2300/5010] lr: 7.500e-04, eta: 20:34:31, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9115, loss_cls: 0.9774, loss: 0.9774, grad_norm: 6.9619 2020-10-13 01:05:32,293 - mmaction - INFO - Epoch [36][2320/5010] lr: 7.500e-04, eta: 20:34:11, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9156, loss_cls: 0.9236, loss: 0.9236, grad_norm: 6.8891 2020-10-13 01:05:51,864 - mmaction - INFO - Epoch [36][2340/5010] lr: 7.500e-04, eta: 20:33:50, time: 0.981, data_time: 0.005, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9188, loss_cls: 0.9693, loss: 0.9693, grad_norm: 6.9009 2020-10-13 01:06:11,642 - mmaction - INFO - Epoch [36][2360/5010] lr: 7.500e-04, eta: 20:33:29, time: 0.987, data_time: 0.005, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9125, loss_cls: 1.0085, loss: 1.0085, grad_norm: 7.2888 2020-10-13 01:06:31,646 - mmaction - INFO - Epoch [36][2380/5010] lr: 7.500e-04, eta: 20:33:09, time: 1.000, data_time: 0.005, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9333, loss_cls: 0.9251, loss: 0.9251, grad_norm: 7.2529 2020-10-13 01:06:51,626 - mmaction - INFO - Epoch [36][2400/5010] lr: 7.500e-04, eta: 20:32:49, time: 1.000, data_time: 0.004, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9229, loss_cls: 0.9405, loss: 0.9405, grad_norm: 7.1773 2020-10-13 01:07:11,392 - mmaction - INFO - Epoch [36][2420/5010] lr: 7.500e-04, eta: 20:32:28, time: 0.985, data_time: 0.005, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9156, loss_cls: 0.9627, loss: 0.9627, grad_norm: 7.1765 2020-10-13 01:07:31,583 - mmaction - INFO - Epoch [36][2440/5010] lr: 7.500e-04, eta: 20:32:08, time: 1.013, data_time: 0.007, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9094, loss_cls: 1.0070, loss: 1.0070, grad_norm: 7.1622 2020-10-13 01:07:51,696 - mmaction - INFO - Epoch [36][2460/5010] lr: 7.500e-04, eta: 20:31:47, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9313, loss_cls: 0.8756, loss: 0.8756, grad_norm: 7.0736 2020-10-13 01:08:11,823 - mmaction - INFO - Epoch [36][2480/5010] lr: 7.500e-04, eta: 20:31:27, time: 1.003, data_time: 0.004, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9156, loss_cls: 0.9577, loss: 0.9577, grad_norm: 7.2472 2020-10-13 01:08:31,563 - mmaction - INFO - Epoch [36][2500/5010] lr: 7.500e-04, eta: 20:31:06, time: 0.985, data_time: 0.008, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9281, loss_cls: 0.8998, loss: 0.8998, grad_norm: 7.0025 2020-10-13 01:08:54,087 - mmaction - INFO - Epoch [36][2520/5010] lr: 7.500e-04, eta: 20:30:47, time: 1.131, data_time: 0.007, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9063, loss_cls: 0.9618, loss: 0.9618, grad_norm: 6.8355 2020-10-13 01:09:13,859 - mmaction - INFO - Epoch [36][2540/5010] lr: 7.500e-04, eta: 20:30:26, time: 0.985, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9271, loss_cls: 0.9431, loss: 0.9431, grad_norm: 7.2252 2020-10-13 01:09:34,245 - mmaction - INFO - Epoch [36][2560/5010] lr: 7.500e-04, eta: 20:30:06, time: 1.023, data_time: 0.007, memory: 10398, top1_acc: 0.7990, top5_acc: 0.9292, loss_cls: 0.8332, loss: 0.8332, grad_norm: 6.6482 2020-10-13 01:09:53,850 - mmaction - INFO - Epoch [36][2580/5010] lr: 7.500e-04, eta: 20:29:45, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9031, loss_cls: 1.0351, loss: 1.0351, grad_norm: 7.4950 2020-10-13 01:10:14,329 - mmaction - INFO - Epoch [36][2600/5010] lr: 7.500e-04, eta: 20:29:25, time: 1.021, data_time: 0.005, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9229, loss_cls: 0.9465, loss: 0.9465, grad_norm: 7.1711 2020-10-13 01:10:33,930 - mmaction - INFO - Epoch [36][2620/5010] lr: 7.500e-04, eta: 20:29:04, time: 0.984, data_time: 0.007, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9177, loss_cls: 0.9837, loss: 0.9837, grad_norm: 7.1963 2020-10-13 01:10:53,530 - mmaction - INFO - Epoch [36][2640/5010] lr: 7.500e-04, eta: 20:28:44, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9188, loss_cls: 0.9347, loss: 0.9347, grad_norm: 7.1790 2020-10-13 01:11:13,607 - mmaction - INFO - Epoch [36][2660/5010] lr: 7.500e-04, eta: 20:28:23, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9115, loss_cls: 0.9476, loss: 0.9476, grad_norm: 6.9921 2020-10-13 01:11:34,342 - mmaction - INFO - Epoch [36][2680/5010] lr: 7.500e-04, eta: 20:28:03, time: 1.039, data_time: 0.006, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9146, loss_cls: 0.9630, loss: 0.9630, grad_norm: 7.1501 2020-10-13 01:11:54,183 - mmaction - INFO - Epoch [36][2700/5010] lr: 7.500e-04, eta: 20:27:43, time: 0.992, data_time: 0.002, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9073, loss_cls: 0.9895, loss: 0.9895, grad_norm: 7.0658 2020-10-13 01:12:13,764 - mmaction - INFO - Epoch [36][2720/5010] lr: 7.500e-04, eta: 20:27:22, time: 0.979, data_time: 0.002, memory: 10398, top1_acc: 0.7604, top5_acc: 0.8990, loss_cls: 1.0140, loss: 1.0140, grad_norm: 7.0903 2020-10-13 01:12:34,732 - mmaction - INFO - Epoch [36][2740/5010] lr: 7.500e-04, eta: 20:27:02, time: 1.049, data_time: 0.002, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9229, loss_cls: 0.9399, loss: 0.9399, grad_norm: 7.1437 2020-10-13 01:12:54,488 - mmaction - INFO - Epoch [36][2760/5010] lr: 7.500e-04, eta: 20:26:41, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9292, loss_cls: 0.9371, loss: 0.9371, grad_norm: 7.1785 2020-10-13 01:13:15,724 - mmaction - INFO - Epoch [36][2780/5010] lr: 7.500e-04, eta: 20:26:21, time: 1.062, data_time: 0.002, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9250, loss_cls: 0.9211, loss: 0.9211, grad_norm: 7.1419 2020-10-13 01:13:34,734 - mmaction - INFO - Epoch [36][2800/5010] lr: 7.500e-04, eta: 20:26:00, time: 0.951, data_time: 0.004, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9156, loss_cls: 0.9613, loss: 0.9613, grad_norm: 7.1784 2020-10-13 01:13:54,747 - mmaction - INFO - Epoch [36][2820/5010] lr: 7.500e-04, eta: 20:25:40, time: 1.000, data_time: 0.002, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9240, loss_cls: 0.9458, loss: 0.9458, grad_norm: 7.0963 2020-10-13 01:14:15,600 - mmaction - INFO - Epoch [36][2840/5010] lr: 7.500e-04, eta: 20:25:20, time: 1.039, data_time: 0.005, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9292, loss_cls: 0.9368, loss: 0.9368, grad_norm: 7.2192 2020-10-13 01:14:35,463 - mmaction - INFO - Epoch [36][2860/5010] lr: 7.500e-04, eta: 20:24:59, time: 0.997, data_time: 0.007, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9063, loss_cls: 1.0009, loss: 1.0009, grad_norm: 7.5509 2020-10-13 01:14:54,811 - mmaction - INFO - Epoch [36][2880/5010] lr: 7.500e-04, eta: 20:24:39, time: 0.968, data_time: 0.002, memory: 10398, top1_acc: 0.7385, top5_acc: 0.8990, loss_cls: 1.0321, loss: 1.0321, grad_norm: 7.4838 2020-10-13 01:15:15,227 - mmaction - INFO - Epoch [36][2900/5010] lr: 7.500e-04, eta: 20:24:18, time: 1.018, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9094, loss_cls: 0.9403, loss: 0.9403, grad_norm: 7.0536 2020-10-13 01:15:35,090 - mmaction - INFO - Epoch [36][2920/5010] lr: 7.500e-04, eta: 20:23:58, time: 0.996, data_time: 0.007, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9188, loss_cls: 0.9541, loss: 0.9541, grad_norm: 7.0240 2020-10-13 01:15:55,480 - mmaction - INFO - Epoch [36][2940/5010] lr: 7.500e-04, eta: 20:23:37, time: 1.020, data_time: 0.002, memory: 10398, top1_acc: 0.7302, top5_acc: 0.8917, loss_cls: 1.0496, loss: 1.0496, grad_norm: 7.2400 2020-10-13 01:16:16,041 - mmaction - INFO - Epoch [36][2960/5010] lr: 7.500e-04, eta: 20:23:17, time: 1.026, data_time: 0.005, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9094, loss_cls: 0.9641, loss: 0.9641, grad_norm: 7.2109 2020-10-13 01:16:36,403 - mmaction - INFO - Epoch [36][2980/5010] lr: 7.500e-04, eta: 20:22:57, time: 1.017, data_time: 0.005, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 1.0361, loss: 1.0361, grad_norm: 7.2122 2020-10-13 01:16:56,157 - mmaction - INFO - Epoch [36][3000/5010] lr: 7.500e-04, eta: 20:22:36, time: 0.990, data_time: 0.006, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9104, loss_cls: 1.0086, loss: 1.0086, grad_norm: 7.4508 2020-10-13 01:17:17,001 - mmaction - INFO - Epoch [36][3020/5010] lr: 7.500e-04, eta: 20:22:16, time: 1.040, data_time: 0.004, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9063, loss_cls: 0.9883, loss: 0.9883, grad_norm: 7.2843 2020-10-13 01:17:35,801 - mmaction - INFO - Epoch [36][3040/5010] lr: 7.500e-04, eta: 20:21:55, time: 0.942, data_time: 0.006, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9208, loss_cls: 0.9304, loss: 0.9304, grad_norm: 6.9622 2020-10-13 01:17:56,802 - mmaction - INFO - Epoch [36][3060/5010] lr: 7.500e-04, eta: 20:21:35, time: 1.047, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9302, loss_cls: 0.9117, loss: 0.9117, grad_norm: 7.0461 2020-10-13 01:18:16,798 - mmaction - INFO - Epoch [36][3080/5010] lr: 7.500e-04, eta: 20:21:15, time: 1.002, data_time: 0.006, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9042, loss_cls: 1.0224, loss: 1.0224, grad_norm: 7.3917 2020-10-13 01:18:37,358 - mmaction - INFO - Epoch [36][3100/5010] lr: 7.500e-04, eta: 20:20:54, time: 1.028, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9073, loss_cls: 0.9802, loss: 0.9802, grad_norm: 7.1255 2020-10-13 01:18:57,334 - mmaction - INFO - Epoch [36][3120/5010] lr: 7.500e-04, eta: 20:20:34, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9188, loss_cls: 0.9680, loss: 0.9680, grad_norm: 7.4403 2020-10-13 01:19:16,681 - mmaction - INFO - Epoch [36][3140/5010] lr: 7.500e-04, eta: 20:20:13, time: 0.970, data_time: 0.006, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9073, loss_cls: 1.0280, loss: 1.0280, grad_norm: 7.1426 2020-10-13 01:19:37,462 - mmaction - INFO - Epoch [36][3160/5010] lr: 7.500e-04, eta: 20:19:53, time: 1.037, data_time: 0.005, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9010, loss_cls: 1.0659, loss: 1.0659, grad_norm: 7.3871 2020-10-13 01:19:57,056 - mmaction - INFO - Epoch [36][3180/5010] lr: 7.500e-04, eta: 20:19:32, time: 0.980, data_time: 0.005, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9229, loss_cls: 0.9663, loss: 0.9663, grad_norm: 7.2156 2020-10-13 01:20:17,605 - mmaction - INFO - Epoch [36][3200/5010] lr: 7.500e-04, eta: 20:19:12, time: 1.027, data_time: 0.006, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9135, loss_cls: 0.9330, loss: 0.9330, grad_norm: 7.0805 2020-10-13 01:20:37,293 - mmaction - INFO - Epoch [36][3220/5010] lr: 7.500e-04, eta: 20:18:52, time: 0.986, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9083, loss_cls: 0.9675, loss: 0.9675, grad_norm: 7.0909 2020-10-13 01:20:58,400 - mmaction - INFO - Epoch [36][3240/5010] lr: 7.500e-04, eta: 20:18:32, time: 1.052, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9167, loss_cls: 0.9517, loss: 0.9517, grad_norm: 7.1250 2020-10-13 01:21:18,600 - mmaction - INFO - Epoch [36][3260/5010] lr: 7.500e-04, eta: 20:18:11, time: 1.013, data_time: 0.007, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9125, loss_cls: 0.9872, loss: 0.9872, grad_norm: 7.2917 2020-10-13 01:21:38,762 - mmaction - INFO - Epoch [36][3280/5010] lr: 7.500e-04, eta: 20:17:51, time: 1.006, data_time: 0.004, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9167, loss_cls: 0.9546, loss: 0.9546, grad_norm: 7.2919 2020-10-13 01:21:59,393 - mmaction - INFO - Epoch [36][3300/5010] lr: 7.500e-04, eta: 20:17:31, time: 1.033, data_time: 0.005, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9229, loss_cls: 0.9243, loss: 0.9243, grad_norm: 7.1400 2020-10-13 01:22:19,532 - mmaction - INFO - Epoch [36][3320/5010] lr: 7.500e-04, eta: 20:17:10, time: 1.007, data_time: 0.002, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9094, loss_cls: 0.9445, loss: 0.9445, grad_norm: 6.9805 2020-10-13 01:22:39,858 - mmaction - INFO - Epoch [36][3340/5010] lr: 7.500e-04, eta: 20:16:50, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9229, loss_cls: 0.9463, loss: 0.9463, grad_norm: 7.1470 2020-10-13 01:22:59,660 - mmaction - INFO - Epoch [36][3360/5010] lr: 7.500e-04, eta: 20:16:29, time: 0.990, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9125, loss_cls: 0.9291, loss: 0.9291, grad_norm: 6.9883 2020-10-13 01:23:19,613 - mmaction - INFO - Epoch [36][3380/5010] lr: 7.500e-04, eta: 20:16:09, time: 0.998, data_time: 0.006, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9281, loss_cls: 0.9058, loss: 0.9058, grad_norm: 6.9130 2020-10-13 01:23:39,101 - mmaction - INFO - Epoch [36][3400/5010] lr: 7.500e-04, eta: 20:15:48, time: 0.976, data_time: 0.006, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9021, loss_cls: 0.9854, loss: 0.9854, grad_norm: 6.9472 2020-10-13 01:23:58,865 - mmaction - INFO - Epoch [36][3420/5010] lr: 7.500e-04, eta: 20:15:27, time: 0.984, data_time: 0.004, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9146, loss_cls: 0.9571, loss: 0.9571, grad_norm: 7.3313 2020-10-13 01:24:18,632 - mmaction - INFO - Epoch [36][3440/5010] lr: 7.500e-04, eta: 20:15:07, time: 0.992, data_time: 0.007, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9177, loss_cls: 1.0031, loss: 1.0031, grad_norm: 7.0894 2020-10-13 01:24:38,683 - mmaction - INFO - Epoch [36][3460/5010] lr: 7.500e-04, eta: 20:14:46, time: 1.000, data_time: 0.004, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9240, loss_cls: 0.8574, loss: 0.8574, grad_norm: 7.1295 2020-10-13 01:24:58,350 - mmaction - INFO - Epoch [36][3480/5010] lr: 7.500e-04, eta: 20:14:26, time: 0.986, data_time: 0.007, memory: 10398, top1_acc: 0.7594, top5_acc: 0.8990, loss_cls: 0.9787, loss: 0.9787, grad_norm: 6.9980 2020-10-13 01:25:18,007 - mmaction - INFO - Epoch [36][3500/5010] lr: 7.500e-04, eta: 20:14:05, time: 0.979, data_time: 0.005, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9115, loss_cls: 0.9817, loss: 0.9817, grad_norm: 7.3373 2020-10-13 01:25:37,770 - mmaction - INFO - Epoch [36][3520/5010] lr: 7.500e-04, eta: 20:13:45, time: 0.992, data_time: 0.007, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9312, loss_cls: 0.9069, loss: 0.9069, grad_norm: 7.1312 2020-10-13 01:25:58,353 - mmaction - INFO - Epoch [36][3540/5010] lr: 7.500e-04, eta: 20:13:24, time: 1.027, data_time: 0.004, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9177, loss_cls: 0.9408, loss: 0.9408, grad_norm: 6.8825 2020-10-13 01:26:18,280 - mmaction - INFO - Epoch [36][3560/5010] lr: 7.500e-04, eta: 20:13:04, time: 0.998, data_time: 0.006, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9073, loss_cls: 1.0180, loss: 1.0180, grad_norm: 7.4508 2020-10-13 01:26:37,864 - mmaction - INFO - Epoch [36][3580/5010] lr: 7.500e-04, eta: 20:12:43, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9313, loss_cls: 0.8552, loss: 0.8552, grad_norm: 6.9164 2020-10-13 01:26:58,375 - mmaction - INFO - Epoch [36][3600/5010] lr: 7.500e-04, eta: 20:12:23, time: 1.026, data_time: 0.005, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9167, loss_cls: 0.9491, loss: 0.9491, grad_norm: 7.3705 2020-10-13 01:27:18,087 - mmaction - INFO - Epoch [36][3620/5010] lr: 7.500e-04, eta: 20:12:02, time: 0.984, data_time: 0.006, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9146, loss_cls: 0.9616, loss: 0.9616, grad_norm: 7.2079 2020-10-13 01:27:37,588 - mmaction - INFO - Epoch [36][3640/5010] lr: 7.500e-04, eta: 20:11:42, time: 0.979, data_time: 0.007, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9229, loss_cls: 0.9389, loss: 0.9389, grad_norm: 7.1456 2020-10-13 01:27:57,636 - mmaction - INFO - Epoch [36][3660/5010] lr: 7.500e-04, eta: 20:11:21, time: 1.001, data_time: 0.005, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9135, loss_cls: 0.9407, loss: 0.9407, grad_norm: 7.1721 2020-10-13 01:28:17,527 - mmaction - INFO - Epoch [36][3680/5010] lr: 7.500e-04, eta: 20:11:01, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9063, loss_cls: 0.9989, loss: 0.9989, grad_norm: 7.0692 2020-10-13 01:28:38,107 - mmaction - INFO - Epoch [36][3700/5010] lr: 7.500e-04, eta: 20:10:41, time: 1.027, data_time: 0.004, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9063, loss_cls: 1.0334, loss: 1.0334, grad_norm: 7.5209 2020-10-13 01:28:57,496 - mmaction - INFO - Epoch [36][3720/5010] lr: 7.500e-04, eta: 20:10:20, time: 0.971, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9177, loss_cls: 0.9057, loss: 0.9057, grad_norm: 7.1029 2020-10-13 01:29:18,141 - mmaction - INFO - Epoch [36][3740/5010] lr: 7.500e-04, eta: 20:10:00, time: 1.030, data_time: 0.004, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9115, loss_cls: 0.9998, loss: 0.9998, grad_norm: 7.2583 2020-10-13 01:29:36,970 - mmaction - INFO - Epoch [36][3760/5010] lr: 7.500e-04, eta: 20:09:39, time: 0.944, data_time: 0.006, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9156, loss_cls: 1.0102, loss: 1.0102, grad_norm: 7.1020 2020-10-13 01:29:56,825 - mmaction - INFO - Epoch [36][3780/5010] lr: 7.500e-04, eta: 20:09:18, time: 0.990, data_time: 0.005, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9156, loss_cls: 0.9109, loss: 0.9109, grad_norm: 6.6389 2020-10-13 01:30:16,639 - mmaction - INFO - Epoch [36][3800/5010] lr: 7.500e-04, eta: 20:08:58, time: 0.992, data_time: 0.006, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9333, loss_cls: 0.9101, loss: 0.9101, grad_norm: 7.3620 2020-10-13 01:30:36,941 - mmaction - INFO - Epoch [36][3820/5010] lr: 7.500e-04, eta: 20:08:37, time: 1.015, data_time: 0.006, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9135, loss_cls: 1.0060, loss: 1.0060, grad_norm: 7.6292 2020-10-13 01:30:56,725 - mmaction - INFO - Epoch [36][3840/5010] lr: 7.500e-04, eta: 20:08:17, time: 0.991, data_time: 0.005, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9083, loss_cls: 0.9580, loss: 0.9580, grad_norm: 7.1168 2020-10-13 01:31:16,375 - mmaction - INFO - Epoch [36][3860/5010] lr: 7.500e-04, eta: 20:07:56, time: 0.979, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9240, loss_cls: 0.9225, loss: 0.9225, grad_norm: 6.9543 2020-10-13 01:31:36,194 - mmaction - INFO - Epoch [36][3880/5010] lr: 7.500e-04, eta: 20:07:36, time: 0.994, data_time: 0.007, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9156, loss_cls: 0.9792, loss: 0.9792, grad_norm: 7.4282 2020-10-13 01:31:55,957 - mmaction - INFO - Epoch [36][3900/5010] lr: 7.500e-04, eta: 20:07:15, time: 0.987, data_time: 0.005, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9135, loss_cls: 0.9851, loss: 0.9851, grad_norm: 7.2796 2020-10-13 01:32:15,898 - mmaction - INFO - Epoch [36][3920/5010] lr: 7.500e-04, eta: 20:06:55, time: 0.999, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9260, loss_cls: 0.9235, loss: 0.9235, grad_norm: 7.2063 2020-10-13 01:32:35,847 - mmaction - INFO - Epoch [36][3940/5010] lr: 7.500e-04, eta: 20:06:34, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9052, loss_cls: 1.0064, loss: 1.0064, grad_norm: 7.1962 2020-10-13 01:32:56,056 - mmaction - INFO - Epoch [36][3960/5010] lr: 7.500e-04, eta: 20:06:14, time: 1.010, data_time: 0.002, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9167, loss_cls: 0.9564, loss: 0.9564, grad_norm: 7.1510 2020-10-13 01:33:16,120 - mmaction - INFO - Epoch [36][3980/5010] lr: 7.500e-04, eta: 20:05:53, time: 1.000, data_time: 0.005, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9073, loss_cls: 0.9707, loss: 0.9707, grad_norm: 6.9067 2020-10-13 01:33:35,490 - mmaction - INFO - Epoch [36][4000/5010] lr: 7.500e-04, eta: 20:05:33, time: 0.971, data_time: 0.007, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9115, loss_cls: 1.0091, loss: 1.0091, grad_norm: 7.4341 2020-10-13 01:33:55,786 - mmaction - INFO - Epoch [36][4020/5010] lr: 7.500e-04, eta: 20:05:12, time: 1.012, data_time: 0.004, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9115, loss_cls: 0.8927, loss: 0.8927, grad_norm: 6.8393 2020-10-13 01:34:16,020 - mmaction - INFO - Epoch [36][4040/5010] lr: 7.500e-04, eta: 20:04:52, time: 1.015, data_time: 0.007, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9094, loss_cls: 0.9917, loss: 0.9917, grad_norm: 7.3621 2020-10-13 01:34:35,551 - mmaction - INFO - Epoch [36][4060/5010] lr: 7.500e-04, eta: 20:04:31, time: 0.977, data_time: 0.005, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9135, loss_cls: 1.0142, loss: 1.0142, grad_norm: 7.3470 2020-10-13 01:34:55,345 - mmaction - INFO - Epoch [36][4080/5010] lr: 7.500e-04, eta: 20:04:11, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9063, loss_cls: 0.9813, loss: 0.9813, grad_norm: 7.1208 2020-10-13 01:35:15,730 - mmaction - INFO - Epoch [36][4100/5010] lr: 7.500e-04, eta: 20:03:50, time: 1.017, data_time: 0.004, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9208, loss_cls: 0.9918, loss: 0.9918, grad_norm: 7.4612 2020-10-13 01:35:36,351 - mmaction - INFO - Epoch [36][4120/5010] lr: 7.500e-04, eta: 20:03:30, time: 1.032, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9062, loss_cls: 0.9738, loss: 0.9738, grad_norm: 7.1911 2020-10-13 01:35:55,798 - mmaction - INFO - Epoch [36][4140/5010] lr: 7.500e-04, eta: 20:03:10, time: 0.974, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9146, loss_cls: 0.9908, loss: 0.9908, grad_norm: 7.1801 2020-10-13 01:36:16,617 - mmaction - INFO - Epoch [36][4160/5010] lr: 7.500e-04, eta: 20:02:49, time: 1.039, data_time: 0.005, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9146, loss_cls: 0.9641, loss: 0.9641, grad_norm: 7.1564 2020-10-13 01:36:35,728 - mmaction - INFO - Epoch [36][4180/5010] lr: 7.500e-04, eta: 20:02:29, time: 0.956, data_time: 0.005, memory: 10398, top1_acc: 0.7240, top5_acc: 0.9146, loss_cls: 0.9981, loss: 0.9981, grad_norm: 7.5473 2020-10-13 01:36:55,619 - mmaction - INFO - Epoch [36][4200/5010] lr: 7.500e-04, eta: 20:02:08, time: 0.994, data_time: 0.006, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9073, loss_cls: 1.0504, loss: 1.0504, grad_norm: 7.3456 2020-10-13 01:37:15,871 - mmaction - INFO - Epoch [36][4220/5010] lr: 7.500e-04, eta: 20:01:48, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9177, loss_cls: 0.9451, loss: 0.9451, grad_norm: 7.4471 2020-10-13 01:37:36,101 - mmaction - INFO - Epoch [36][4240/5010] lr: 7.500e-04, eta: 20:01:27, time: 1.012, data_time: 0.005, memory: 10398, top1_acc: 0.7260, top5_acc: 0.9156, loss_cls: 1.0042, loss: 1.0042, grad_norm: 7.3423 2020-10-13 01:37:56,651 - mmaction - INFO - Epoch [36][4260/5010] lr: 7.500e-04, eta: 20:01:07, time: 1.027, data_time: 0.004, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9146, loss_cls: 0.9993, loss: 0.9993, grad_norm: 7.5899 2020-10-13 01:38:16,847 - mmaction - INFO - Epoch [36][4280/5010] lr: 7.500e-04, eta: 20:00:47, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9021, loss_cls: 1.0179, loss: 1.0179, grad_norm: 7.1603 2020-10-13 01:38:36,596 - mmaction - INFO - Epoch [36][4300/5010] lr: 7.500e-04, eta: 20:00:26, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9177, loss_cls: 0.9706, loss: 0.9706, grad_norm: 7.2532 2020-10-13 01:38:56,361 - mmaction - INFO - Epoch [36][4320/5010] lr: 7.500e-04, eta: 20:00:06, time: 0.985, data_time: 0.004, memory: 10398, top1_acc: 0.7323, top5_acc: 0.8969, loss_cls: 1.1014, loss: 1.1014, grad_norm: 7.6170 2020-10-13 01:39:16,472 - mmaction - INFO - Epoch [36][4340/5010] lr: 7.500e-04, eta: 19:59:45, time: 1.009, data_time: 0.007, memory: 10398, top1_acc: 0.7437, top5_acc: 0.9229, loss_cls: 0.9484, loss: 0.9484, grad_norm: 7.3146 2020-10-13 01:39:37,122 - mmaction - INFO - Epoch [36][4360/5010] lr: 7.500e-04, eta: 19:59:25, time: 1.029, data_time: 0.004, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9115, loss_cls: 1.0081, loss: 1.0081, grad_norm: 7.3626 2020-10-13 01:39:57,100 - mmaction - INFO - Epoch [36][4380/5010] lr: 7.500e-04, eta: 19:59:04, time: 1.002, data_time: 0.007, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9156, loss_cls: 0.9450, loss: 0.9450, grad_norm: 7.3378 2020-10-13 01:40:17,666 - mmaction - INFO - Epoch [36][4400/5010] lr: 7.500e-04, eta: 19:58:44, time: 1.026, data_time: 0.004, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9156, loss_cls: 0.9734, loss: 0.9734, grad_norm: 7.1020 2020-10-13 01:40:38,320 - mmaction - INFO - Epoch [36][4420/5010] lr: 7.500e-04, eta: 19:58:24, time: 1.034, data_time: 0.006, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9292, loss_cls: 0.8882, loss: 0.8882, grad_norm: 6.9402 2020-10-13 01:40:57,862 - mmaction - INFO - Epoch [36][4440/5010] lr: 7.500e-04, eta: 19:58:03, time: 0.975, data_time: 0.005, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9198, loss_cls: 0.9450, loss: 0.9450, grad_norm: 6.9799 2020-10-13 01:41:17,632 - mmaction - INFO - Epoch [36][4460/5010] lr: 7.500e-04, eta: 19:57:43, time: 0.990, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9229, loss_cls: 0.8966, loss: 0.8966, grad_norm: 6.8506 2020-10-13 01:41:37,963 - mmaction - INFO - Epoch [36][4480/5010] lr: 7.500e-04, eta: 19:57:22, time: 1.012, data_time: 0.004, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9167, loss_cls: 0.9907, loss: 0.9907, grad_norm: 7.0195 2020-10-13 01:41:59,068 - mmaction - INFO - Epoch [36][4500/5010] lr: 7.500e-04, eta: 19:57:02, time: 1.060, data_time: 0.008, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9083, loss_cls: 1.0134, loss: 1.0134, grad_norm: 7.3627 2020-10-13 01:42:18,855 - mmaction - INFO - Epoch [36][4520/5010] lr: 7.500e-04, eta: 19:56:42, time: 0.986, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9167, loss_cls: 0.9506, loss: 0.9506, grad_norm: 7.2662 2020-10-13 01:42:38,777 - mmaction - INFO - Epoch [36][4540/5010] lr: 7.500e-04, eta: 19:56:21, time: 0.999, data_time: 0.007, memory: 10398, top1_acc: 0.7396, top5_acc: 0.8990, loss_cls: 1.0476, loss: 1.0476, grad_norm: 7.3867 2020-10-13 01:42:58,595 - mmaction - INFO - Epoch [36][4560/5010] lr: 7.500e-04, eta: 19:56:01, time: 0.990, data_time: 0.005, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9042, loss_cls: 1.0257, loss: 1.0257, grad_norm: 7.2600 2020-10-13 01:43:18,122 - mmaction - INFO - Epoch [36][4580/5010] lr: 7.500e-04, eta: 19:55:40, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9135, loss_cls: 0.9275, loss: 0.9275, grad_norm: 6.8259 2020-10-13 01:43:38,799 - mmaction - INFO - Epoch [36][4600/5010] lr: 7.500e-04, eta: 19:55:20, time: 1.032, data_time: 0.004, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9042, loss_cls: 1.0063, loss: 1.0063, grad_norm: 6.9816 2020-10-13 01:43:58,478 - mmaction - INFO - Epoch [36][4620/5010] lr: 7.500e-04, eta: 19:54:59, time: 0.986, data_time: 0.005, memory: 10398, top1_acc: 0.7240, top5_acc: 0.9052, loss_cls: 1.0526, loss: 1.0526, grad_norm: 7.6076 2020-10-13 01:44:18,158 - mmaction - INFO - Epoch [36][4640/5010] lr: 7.500e-04, eta: 19:54:39, time: 0.982, data_time: 0.005, memory: 10398, top1_acc: 0.7406, top5_acc: 0.8948, loss_cls: 1.0917, loss: 1.0917, grad_norm: 7.3411 2020-10-13 01:44:37,845 - mmaction - INFO - Epoch [36][4660/5010] lr: 7.500e-04, eta: 19:54:18, time: 0.986, data_time: 0.005, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9177, loss_cls: 0.9399, loss: 0.9399, grad_norm: 6.8989 2020-10-13 01:44:58,806 - mmaction - INFO - Epoch [36][4680/5010] lr: 7.500e-04, eta: 19:53:58, time: 1.046, data_time: 0.005, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9073, loss_cls: 0.9909, loss: 0.9909, grad_norm: 6.9372 2020-10-13 01:45:18,178 - mmaction - INFO - Epoch [36][4700/5010] lr: 7.500e-04, eta: 19:53:37, time: 0.970, data_time: 0.005, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9125, loss_cls: 0.9762, loss: 0.9762, grad_norm: 7.0880 2020-10-13 01:45:38,546 - mmaction - INFO - Epoch [36][4720/5010] lr: 7.500e-04, eta: 19:53:17, time: 1.017, data_time: 0.004, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9198, loss_cls: 0.9696, loss: 0.9696, grad_norm: 7.2071 2020-10-13 01:45:58,176 - mmaction - INFO - Epoch [36][4740/5010] lr: 7.500e-04, eta: 19:52:57, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9010, loss_cls: 1.0050, loss: 1.0050, grad_norm: 7.1288 2020-10-13 01:46:17,716 - mmaction - INFO - Epoch [36][4760/5010] lr: 7.500e-04, eta: 19:52:36, time: 0.975, data_time: 0.005, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9281, loss_cls: 0.9197, loss: 0.9197, grad_norm: 7.1554 2020-10-13 01:46:38,148 - mmaction - INFO - Epoch [36][4780/5010] lr: 7.500e-04, eta: 19:52:16, time: 1.023, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9115, loss_cls: 0.9521, loss: 0.9521, grad_norm: 7.1584 2020-10-13 01:46:57,847 - mmaction - INFO - Epoch [36][4800/5010] lr: 7.500e-04, eta: 19:51:55, time: 0.981, data_time: 0.004, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9062, loss_cls: 0.9942, loss: 0.9942, grad_norm: 7.3437 2020-10-13 01:47:18,017 - mmaction - INFO - Epoch [36][4820/5010] lr: 7.500e-04, eta: 19:51:35, time: 1.011, data_time: 0.007, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9156, loss_cls: 0.9851, loss: 0.9851, grad_norm: 7.2619 2020-10-13 01:47:37,593 - mmaction - INFO - Epoch [36][4840/5010] lr: 7.500e-04, eta: 19:51:14, time: 0.978, data_time: 0.006, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9135, loss_cls: 1.0143, loss: 1.0143, grad_norm: 7.4032 2020-10-13 01:47:58,117 - mmaction - INFO - Epoch [36][4860/5010] lr: 7.500e-04, eta: 19:50:54, time: 1.028, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9083, loss_cls: 0.9935, loss: 0.9935, grad_norm: 7.3180 2020-10-13 01:48:17,901 - mmaction - INFO - Epoch [36][4880/5010] lr: 7.500e-04, eta: 19:50:33, time: 0.987, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9177, loss_cls: 0.9510, loss: 0.9510, grad_norm: 7.3570 2020-10-13 01:48:37,243 - mmaction - INFO - Epoch [36][4900/5010] lr: 7.500e-04, eta: 19:50:13, time: 0.970, data_time: 0.006, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9312, loss_cls: 0.9348, loss: 0.9348, grad_norm: 7.0819 2020-10-13 01:48:56,986 - mmaction - INFO - Epoch [36][4920/5010] lr: 7.500e-04, eta: 19:49:52, time: 0.984, data_time: 0.005, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9052, loss_cls: 0.9961, loss: 0.9961, grad_norm: 7.1949 2020-10-13 01:49:16,665 - mmaction - INFO - Epoch [36][4940/5010] lr: 7.500e-04, eta: 19:49:31, time: 0.987, data_time: 0.007, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9167, loss_cls: 0.9506, loss: 0.9506, grad_norm: 6.8546 2020-10-13 01:49:36,093 - mmaction - INFO - Epoch [36][4960/5010] lr: 7.500e-04, eta: 19:49:11, time: 0.968, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9229, loss_cls: 0.9384, loss: 0.9384, grad_norm: 7.0941 2020-10-13 01:49:55,975 - mmaction - INFO - Epoch [36][4980/5010] lr: 7.500e-04, eta: 19:48:50, time: 0.997, data_time: 0.008, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9135, loss_cls: 0.9467, loss: 0.9467, grad_norm: 6.9972 2020-10-13 01:50:15,953 - mmaction - INFO - Epoch [36][5000/5010] lr: 7.500e-04, eta: 19:48:30, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9188, loss_cls: 0.9632, loss: 0.9632, grad_norm: 7.1597 2020-10-13 01:50:55,982 - mmaction - INFO - Epoch [37][20/5010] lr: 7.500e-04, eta: 19:47:59, time: 1.532, data_time: 0.682, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9115, loss_cls: 0.9593, loss: 0.9593, grad_norm: 7.3374 2020-10-13 01:51:14,371 - mmaction - INFO - Epoch [37][40/5010] lr: 7.500e-04, eta: 19:47:38, time: 0.921, data_time: 0.005, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9115, loss_cls: 0.9859, loss: 0.9859, grad_norm: 7.3170 2020-10-13 01:51:33,946 - mmaction - INFO - Epoch [37][60/5010] lr: 7.500e-04, eta: 19:47:18, time: 0.979, data_time: 0.006, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9125, loss_cls: 0.9686, loss: 0.9686, grad_norm: 7.1455 2020-10-13 01:51:53,860 - mmaction - INFO - Epoch [37][80/5010] lr: 7.500e-04, eta: 19:46:57, time: 0.996, data_time: 0.002, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9208, loss_cls: 0.9393, loss: 0.9393, grad_norm: 7.1959 2020-10-13 01:52:14,806 - mmaction - INFO - Epoch [37][100/5010] lr: 7.500e-04, eta: 19:46:37, time: 1.045, data_time: 0.005, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9229, loss_cls: 0.8921, loss: 0.8921, grad_norm: 7.1251 2020-10-13 01:52:34,346 - mmaction - INFO - Epoch [37][120/5010] lr: 7.500e-04, eta: 19:46:16, time: 0.979, data_time: 0.006, memory: 10398, top1_acc: 0.7437, top5_acc: 0.9031, loss_cls: 1.0063, loss: 1.0063, grad_norm: 7.3579 2020-10-13 01:52:53,919 - mmaction - INFO - Epoch [37][140/5010] lr: 7.500e-04, eta: 19:45:56, time: 0.979, data_time: 0.002, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9177, loss_cls: 0.8955, loss: 0.8955, grad_norm: 6.5886 2020-10-13 01:53:14,370 - mmaction - INFO - Epoch [37][160/5010] lr: 7.500e-04, eta: 19:45:35, time: 1.020, data_time: 0.006, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9177, loss_cls: 0.9630, loss: 0.9630, grad_norm: 7.3311 2020-10-13 01:53:34,202 - mmaction - INFO - Epoch [37][180/5010] lr: 7.500e-04, eta: 19:45:15, time: 0.994, data_time: 0.006, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9240, loss_cls: 0.8617, loss: 0.8617, grad_norm: 6.9431 2020-10-13 01:53:55,218 - mmaction - INFO - Epoch [37][200/5010] lr: 7.500e-04, eta: 19:44:55, time: 1.051, data_time: 0.002, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9198, loss_cls: 0.9615, loss: 0.9615, grad_norm: 7.3142 2020-10-13 01:54:15,704 - mmaction - INFO - Epoch [37][220/5010] lr: 7.500e-04, eta: 19:44:35, time: 1.022, data_time: 0.004, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9083, loss_cls: 1.0166, loss: 1.0166, grad_norm: 7.0262 2020-10-13 01:54:35,191 - mmaction - INFO - Epoch [37][240/5010] lr: 7.500e-04, eta: 19:44:14, time: 0.977, data_time: 0.006, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9104, loss_cls: 0.9669, loss: 0.9669, grad_norm: 7.0456 2020-10-13 01:54:55,390 - mmaction - INFO - Epoch [37][260/5010] lr: 7.500e-04, eta: 19:43:54, time: 1.010, data_time: 0.002, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9115, loss_cls: 0.9012, loss: 0.9012, grad_norm: 6.8922 2020-10-13 01:55:16,414 - mmaction - INFO - Epoch [37][280/5010] lr: 7.500e-04, eta: 19:43:33, time: 1.047, data_time: 0.004, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9083, loss_cls: 0.9796, loss: 0.9796, grad_norm: 7.3325 2020-10-13 01:55:36,199 - mmaction - INFO - Epoch [37][300/5010] lr: 7.500e-04, eta: 19:43:13, time: 0.993, data_time: 0.007, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9313, loss_cls: 0.8875, loss: 0.8875, grad_norm: 7.1436 2020-10-13 01:55:55,961 - mmaction - INFO - Epoch [37][320/5010] lr: 7.500e-04, eta: 19:42:52, time: 0.985, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9198, loss_cls: 0.9316, loss: 0.9316, grad_norm: 7.0965 2020-10-13 01:56:15,971 - mmaction - INFO - Epoch [37][340/5010] lr: 7.500e-04, eta: 19:42:32, time: 1.004, data_time: 0.007, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9281, loss_cls: 0.9189, loss: 0.9189, grad_norm: 7.1243 2020-10-13 01:56:36,728 - mmaction - INFO - Epoch [37][360/5010] lr: 7.500e-04, eta: 19:42:12, time: 1.035, data_time: 0.005, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9135, loss_cls: 0.9418, loss: 0.9418, grad_norm: 7.0428 2020-10-13 01:56:57,002 - mmaction - INFO - Epoch [37][380/5010] lr: 7.500e-04, eta: 19:41:51, time: 1.017, data_time: 0.007, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9229, loss_cls: 0.9487, loss: 0.9487, grad_norm: 7.7004 2020-10-13 01:57:16,670 - mmaction - INFO - Epoch [37][400/5010] lr: 7.500e-04, eta: 19:41:31, time: 0.981, data_time: 0.005, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9083, loss_cls: 0.9783, loss: 0.9783, grad_norm: 7.2136 2020-10-13 01:57:36,509 - mmaction - INFO - Epoch [37][420/5010] lr: 7.500e-04, eta: 19:41:10, time: 0.994, data_time: 0.006, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9094, loss_cls: 0.9633, loss: 0.9633, grad_norm: 6.9828 2020-10-13 01:57:56,256 - mmaction - INFO - Epoch [37][440/5010] lr: 7.500e-04, eta: 19:40:50, time: 0.984, data_time: 0.005, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9229, loss_cls: 0.9806, loss: 0.9806, grad_norm: 7.4578 2020-10-13 01:58:16,704 - mmaction - INFO - Epoch [37][460/5010] lr: 7.500e-04, eta: 19:40:29, time: 1.026, data_time: 0.007, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9063, loss_cls: 0.9840, loss: 0.9840, grad_norm: 7.2173 2020-10-13 01:58:37,256 - mmaction - INFO - Epoch [37][480/5010] lr: 7.500e-04, eta: 19:40:09, time: 1.025, data_time: 0.005, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9135, loss_cls: 0.9539, loss: 0.9539, grad_norm: 6.8783 2020-10-13 01:58:57,133 - mmaction - INFO - Epoch [37][500/5010] lr: 7.500e-04, eta: 19:39:49, time: 0.996, data_time: 0.006, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9156, loss_cls: 0.9702, loss: 0.9702, grad_norm: 7.1742 2020-10-13 01:59:16,885 - mmaction - INFO - Epoch [37][520/5010] lr: 7.500e-04, eta: 19:39:28, time: 0.984, data_time: 0.005, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9031, loss_cls: 0.9893, loss: 0.9893, grad_norm: 6.9605 2020-10-13 01:59:36,767 - mmaction - INFO - Epoch [37][540/5010] lr: 7.500e-04, eta: 19:39:08, time: 0.998, data_time: 0.007, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9063, loss_cls: 0.9695, loss: 0.9695, grad_norm: 7.1396 2020-10-13 01:59:57,821 - mmaction - INFO - Epoch [37][560/5010] lr: 7.500e-04, eta: 19:38:48, time: 1.050, data_time: 0.004, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9083, loss_cls: 0.9495, loss: 0.9495, grad_norm: 6.9079 2020-10-13 02:00:25,640 - mmaction - INFO - Epoch [37][580/5010] lr: 7.500e-04, eta: 19:38:30, time: 1.378, data_time: 0.008, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9115, loss_cls: 0.9764, loss: 0.9764, grad_norm: 7.2493 2020-10-13 02:00:43,982 - mmaction - INFO - Epoch [37][600/5010] lr: 7.500e-04, eta: 19:38:09, time: 0.933, data_time: 0.033, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9208, loss_cls: 0.9492, loss: 0.9492, grad_norm: 7.0936 2020-10-13 02:01:04,441 - mmaction - INFO - Epoch [37][620/5010] lr: 7.500e-04, eta: 19:37:49, time: 1.019, data_time: 0.004, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9198, loss_cls: 1.0025, loss: 1.0025, grad_norm: 7.4340 2020-10-13 02:01:23,556 - mmaction - INFO - Epoch [37][640/5010] lr: 7.500e-04, eta: 19:37:28, time: 0.959, data_time: 0.007, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9177, loss_cls: 0.9293, loss: 0.9293, grad_norm: 7.0260 2020-10-13 02:01:43,276 - mmaction - INFO - Epoch [37][660/5010] lr: 7.500e-04, eta: 19:37:07, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9146, loss_cls: 0.9088, loss: 0.9088, grad_norm: 6.9746 2020-10-13 02:02:02,890 - mmaction - INFO - Epoch [37][680/5010] lr: 7.500e-04, eta: 19:36:47, time: 0.979, data_time: 0.004, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9146, loss_cls: 0.9249, loss: 0.9249, grad_norm: 7.0428 2020-10-13 02:02:23,215 - mmaction - INFO - Epoch [37][700/5010] lr: 7.500e-04, eta: 19:36:26, time: 1.018, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9146, loss_cls: 0.9951, loss: 0.9951, grad_norm: 7.4927 2020-10-13 02:02:42,741 - mmaction - INFO - Epoch [37][720/5010] lr: 7.500e-04, eta: 19:36:06, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9062, loss_cls: 1.0114, loss: 1.0114, grad_norm: 7.3706 2020-10-13 02:03:02,603 - mmaction - INFO - Epoch [37][740/5010] lr: 7.500e-04, eta: 19:35:45, time: 0.993, data_time: 0.006, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9198, loss_cls: 0.8679, loss: 0.8679, grad_norm: 6.9814 2020-10-13 02:03:22,417 - mmaction - INFO - Epoch [37][760/5010] lr: 7.500e-04, eta: 19:35:25, time: 0.990, data_time: 0.003, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9115, loss_cls: 0.9484, loss: 0.9484, grad_norm: 7.2075 2020-10-13 02:03:43,399 - mmaction - INFO - Epoch [37][780/5010] lr: 7.500e-04, eta: 19:35:05, time: 1.050, data_time: 0.002, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9188, loss_cls: 0.9373, loss: 0.9373, grad_norm: 7.0643 2020-10-13 02:04:02,416 - mmaction - INFO - Epoch [37][800/5010] lr: 7.500e-04, eta: 19:34:44, time: 0.949, data_time: 0.005, memory: 10398, top1_acc: 0.7687, top5_acc: 0.9115, loss_cls: 0.9339, loss: 0.9339, grad_norm: 7.0968 2020-10-13 02:04:22,088 - mmaction - INFO - Epoch [37][820/5010] lr: 7.500e-04, eta: 19:34:23, time: 0.985, data_time: 0.007, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9094, loss_cls: 0.9619, loss: 0.9619, grad_norm: 7.3473 2020-10-13 02:04:41,849 - mmaction - INFO - Epoch [37][840/5010] lr: 7.500e-04, eta: 19:34:03, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9073, loss_cls: 0.9643, loss: 0.9643, grad_norm: 7.0222 2020-10-13 02:05:01,401 - mmaction - INFO - Epoch [37][860/5010] lr: 7.500e-04, eta: 19:33:42, time: 0.977, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9146, loss_cls: 1.0383, loss: 1.0383, grad_norm: 7.3229 2020-10-13 02:05:21,509 - mmaction - INFO - Epoch [37][880/5010] lr: 7.500e-04, eta: 19:33:22, time: 1.006, data_time: 0.006, memory: 10398, top1_acc: 0.7687, top5_acc: 0.9062, loss_cls: 0.9193, loss: 0.9193, grad_norm: 6.9803 2020-10-13 02:05:41,045 - mmaction - INFO - Epoch [37][900/5010] lr: 7.500e-04, eta: 19:33:01, time: 0.977, data_time: 0.003, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9146, loss_cls: 0.9630, loss: 0.9630, grad_norm: 7.1315 2020-10-13 02:06:01,178 - mmaction - INFO - Epoch [37][920/5010] lr: 7.500e-04, eta: 19:32:41, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9021, loss_cls: 1.0009, loss: 1.0009, grad_norm: 7.1338 2020-10-13 02:06:20,806 - mmaction - INFO - Epoch [37][940/5010] lr: 7.500e-04, eta: 19:32:20, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9135, loss_cls: 0.9534, loss: 0.9534, grad_norm: 7.1411 2020-10-13 02:06:40,584 - mmaction - INFO - Epoch [37][960/5010] lr: 7.500e-04, eta: 19:32:00, time: 0.986, data_time: 0.005, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9187, loss_cls: 0.9506, loss: 0.9506, grad_norm: 7.2221 2020-10-13 02:07:00,288 - mmaction - INFO - Epoch [37][980/5010] lr: 7.500e-04, eta: 19:31:39, time: 0.988, data_time: 0.006, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9135, loss_cls: 0.9350, loss: 0.9350, grad_norm: 7.1538 2020-10-13 02:07:20,379 - mmaction - INFO - Epoch [37][1000/5010] lr: 7.500e-04, eta: 19:31:19, time: 1.001, data_time: 0.005, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9354, loss_cls: 0.8768, loss: 0.8768, grad_norm: 6.8872 2020-10-13 02:07:39,809 - mmaction - INFO - Epoch [37][1020/5010] lr: 7.500e-04, eta: 19:30:58, time: 0.975, data_time: 0.006, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9146, loss_cls: 0.9230, loss: 0.9230, grad_norm: 6.7677 2020-10-13 02:07:59,456 - mmaction - INFO - Epoch [37][1040/5010] lr: 7.500e-04, eta: 19:30:37, time: 0.981, data_time: 0.004, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9146, loss_cls: 0.9659, loss: 0.9659, grad_norm: 7.1082 2020-10-13 02:08:19,623 - mmaction - INFO - Epoch [37][1060/5010] lr: 7.500e-04, eta: 19:30:17, time: 1.010, data_time: 0.005, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9063, loss_cls: 1.0033, loss: 1.0033, grad_norm: 7.3437 2020-10-13 02:08:39,010 - mmaction - INFO - Epoch [37][1080/5010] lr: 7.500e-04, eta: 19:29:56, time: 0.969, data_time: 0.005, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9198, loss_cls: 0.9638, loss: 0.9638, grad_norm: 7.2470 2020-10-13 02:08:59,358 - mmaction - INFO - Epoch [37][1100/5010] lr: 7.500e-04, eta: 19:29:36, time: 1.017, data_time: 0.007, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9094, loss_cls: 0.9563, loss: 0.9563, grad_norm: 7.0023 2020-10-13 02:09:19,266 - mmaction - INFO - Epoch [37][1120/5010] lr: 7.500e-04, eta: 19:29:15, time: 0.994, data_time: 0.006, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9052, loss_cls: 0.9680, loss: 0.9680, grad_norm: 7.1329 2020-10-13 02:09:38,759 - mmaction - INFO - Epoch [37][1140/5010] lr: 7.500e-04, eta: 19:28:55, time: 0.976, data_time: 0.005, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9094, loss_cls: 1.0025, loss: 1.0025, grad_norm: 7.2137 2020-10-13 02:09:58,428 - mmaction - INFO - Epoch [37][1160/5010] lr: 7.500e-04, eta: 19:28:34, time: 0.982, data_time: 0.004, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9146, loss_cls: 0.9466, loss: 0.9466, grad_norm: 6.9041 2020-10-13 02:10:18,227 - mmaction - INFO - Epoch [37][1180/5010] lr: 7.500e-04, eta: 19:28:14, time: 0.992, data_time: 0.006, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9187, loss_cls: 0.9637, loss: 0.9637, grad_norm: 7.0802 2020-10-13 02:10:38,284 - mmaction - INFO - Epoch [37][1200/5010] lr: 7.500e-04, eta: 19:27:53, time: 1.001, data_time: 0.004, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9250, loss_cls: 0.9212, loss: 0.9212, grad_norm: 7.0734 2020-10-13 02:10:58,215 - mmaction - INFO - Epoch [37][1220/5010] lr: 7.500e-04, eta: 19:27:33, time: 0.998, data_time: 0.005, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9187, loss_cls: 0.9309, loss: 0.9309, grad_norm: 6.7953 2020-10-13 02:11:17,461 - mmaction - INFO - Epoch [37][1240/5010] lr: 7.500e-04, eta: 19:27:12, time: 0.959, data_time: 0.004, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9177, loss_cls: 0.9589, loss: 0.9589, grad_norm: 7.1617 2020-10-13 02:11:36,949 - mmaction - INFO - Epoch [37][1260/5010] lr: 7.500e-04, eta: 19:26:51, time: 0.978, data_time: 0.006, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9271, loss_cls: 0.8881, loss: 0.8881, grad_norm: 7.4464 2020-10-13 02:11:56,907 - mmaction - INFO - Epoch [37][1280/5010] lr: 7.500e-04, eta: 19:26:31, time: 0.998, data_time: 0.002, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9135, loss_cls: 1.0404, loss: 1.0404, grad_norm: 7.6121 2020-10-13 02:12:17,018 - mmaction - INFO - Epoch [37][1300/5010] lr: 7.500e-04, eta: 19:26:10, time: 1.004, data_time: 0.005, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9083, loss_cls: 0.9949, loss: 0.9949, grad_norm: 7.0600 2020-10-13 02:12:36,607 - mmaction - INFO - Epoch [37][1320/5010] lr: 7.500e-04, eta: 19:25:50, time: 0.981, data_time: 0.005, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9312, loss_cls: 0.8442, loss: 0.8442, grad_norm: 6.7017 2020-10-13 02:12:56,654 - mmaction - INFO - Epoch [37][1340/5010] lr: 7.500e-04, eta: 19:25:29, time: 1.003, data_time: 0.007, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9094, loss_cls: 0.9783, loss: 0.9783, grad_norm: 7.0763 2020-10-13 02:13:16,201 - mmaction - INFO - Epoch [37][1360/5010] lr: 7.500e-04, eta: 19:25:09, time: 0.976, data_time: 0.005, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9177, loss_cls: 0.9719, loss: 0.9719, grad_norm: 7.4024 2020-10-13 02:13:35,902 - mmaction - INFO - Epoch [37][1380/5010] lr: 7.500e-04, eta: 19:24:48, time: 0.986, data_time: 0.006, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9281, loss_cls: 0.9223, loss: 0.9223, grad_norm: 7.0387 2020-10-13 02:13:56,099 - mmaction - INFO - Epoch [37][1400/5010] lr: 7.500e-04, eta: 19:24:28, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.7437, top5_acc: 0.9188, loss_cls: 0.9952, loss: 0.9952, grad_norm: 7.4594 2020-10-13 02:14:15,636 - mmaction - INFO - Epoch [37][1420/5010] lr: 7.500e-04, eta: 19:24:07, time: 0.979, data_time: 0.005, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9208, loss_cls: 0.9395, loss: 0.9395, grad_norm: 6.7401 2020-10-13 02:14:35,320 - mmaction - INFO - Epoch [37][1440/5010] lr: 7.500e-04, eta: 19:23:47, time: 0.984, data_time: 0.004, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9177, loss_cls: 0.9745, loss: 0.9745, grad_norm: 7.1397 2020-10-13 02:14:54,791 - mmaction - INFO - Epoch [37][1460/5010] lr: 7.500e-04, eta: 19:23:26, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9208, loss_cls: 0.9223, loss: 0.9223, grad_norm: 6.9724 2020-10-13 02:15:14,735 - mmaction - INFO - Epoch [37][1480/5010] lr: 7.500e-04, eta: 19:23:06, time: 0.995, data_time: 0.004, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9250, loss_cls: 0.9229, loss: 0.9229, grad_norm: 7.1128 2020-10-13 02:15:35,192 - mmaction - INFO - Epoch [37][1500/5010] lr: 7.500e-04, eta: 19:22:45, time: 1.025, data_time: 0.006, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9323, loss_cls: 0.8899, loss: 0.8899, grad_norm: 7.0643 2020-10-13 02:15:54,643 - mmaction - INFO - Epoch [37][1520/5010] lr: 7.500e-04, eta: 19:22:25, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9083, loss_cls: 0.9745, loss: 0.9745, grad_norm: 7.0521 2020-10-13 02:16:14,232 - mmaction - INFO - Epoch [37][1540/5010] lr: 7.500e-04, eta: 19:22:04, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9094, loss_cls: 1.0095, loss: 1.0095, grad_norm: 7.5803 2020-10-13 02:16:33,893 - mmaction - INFO - Epoch [37][1560/5010] lr: 7.500e-04, eta: 19:21:43, time: 0.984, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9073, loss_cls: 0.9861, loss: 0.9861, grad_norm: 7.1155 2020-10-13 02:16:53,332 - mmaction - INFO - Epoch [37][1580/5010] lr: 7.500e-04, eta: 19:21:23, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9125, loss_cls: 0.9586, loss: 0.9586, grad_norm: 6.9493 2020-10-13 02:17:12,796 - mmaction - INFO - Epoch [37][1600/5010] lr: 7.500e-04, eta: 19:21:02, time: 0.974, data_time: 0.005, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9146, loss_cls: 0.9429, loss: 0.9429, grad_norm: 7.1830 2020-10-13 02:17:32,024 - mmaction - INFO - Epoch [37][1620/5010] lr: 7.500e-04, eta: 19:20:41, time: 0.962, data_time: 0.006, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9083, loss_cls: 0.9647, loss: 0.9647, grad_norm: 7.2304 2020-10-13 02:17:52,345 - mmaction - INFO - Epoch [37][1640/5010] lr: 7.500e-04, eta: 19:20:21, time: 1.016, data_time: 0.002, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9250, loss_cls: 0.9001, loss: 0.9001, grad_norm: 6.7959 2020-10-13 02:18:11,507 - mmaction - INFO - Epoch [37][1660/5010] lr: 7.500e-04, eta: 19:20:00, time: 0.956, data_time: 0.005, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9292, loss_cls: 0.9387, loss: 0.9387, grad_norm: 7.5045 2020-10-13 02:18:31,358 - mmaction - INFO - Epoch [37][1680/5010] lr: 7.500e-04, eta: 19:19:40, time: 0.994, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9146, loss_cls: 1.0011, loss: 1.0011, grad_norm: 7.4733 2020-10-13 02:18:50,882 - mmaction - INFO - Epoch [37][1700/5010] lr: 7.500e-04, eta: 19:19:19, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9146, loss_cls: 0.9362, loss: 0.9362, grad_norm: 7.0918 2020-10-13 02:19:10,217 - mmaction - INFO - Epoch [37][1720/5010] lr: 7.500e-04, eta: 19:18:58, time: 0.967, data_time: 0.007, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9146, loss_cls: 0.9396, loss: 0.9396, grad_norm: 7.1198 2020-10-13 02:19:30,322 - mmaction - INFO - Epoch [37][1740/5010] lr: 7.500e-04, eta: 19:18:38, time: 1.007, data_time: 0.006, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9083, loss_cls: 0.9810, loss: 0.9810, grad_norm: 7.5672 2020-10-13 02:19:49,256 - mmaction - INFO - Epoch [37][1760/5010] lr: 7.500e-04, eta: 19:18:17, time: 0.947, data_time: 0.002, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9062, loss_cls: 0.9907, loss: 0.9907, grad_norm: 7.3384 2020-10-13 02:20:08,700 - mmaction - INFO - Epoch [37][1780/5010] lr: 7.500e-04, eta: 19:17:57, time: 0.972, data_time: 0.004, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9156, loss_cls: 0.9526, loss: 0.9526, grad_norm: 7.2910 2020-10-13 02:20:28,138 - mmaction - INFO - Epoch [37][1800/5010] lr: 7.500e-04, eta: 19:17:36, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9063, loss_cls: 1.0582, loss: 1.0582, grad_norm: 7.5163 2020-10-13 02:20:47,874 - mmaction - INFO - Epoch [37][1820/5010] lr: 7.500e-04, eta: 19:17:15, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9115, loss_cls: 0.9744, loss: 0.9744, grad_norm: 7.0636 2020-10-13 02:21:07,415 - mmaction - INFO - Epoch [37][1840/5010] lr: 7.500e-04, eta: 19:16:55, time: 0.975, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9115, loss_cls: 0.9805, loss: 0.9805, grad_norm: 7.2807 2020-10-13 02:21:26,983 - mmaction - INFO - Epoch [37][1860/5010] lr: 7.500e-04, eta: 19:16:34, time: 0.980, data_time: 0.006, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9219, loss_cls: 1.0180, loss: 1.0180, grad_norm: 7.4783 2020-10-13 02:21:46,960 - mmaction - INFO - Epoch [37][1880/5010] lr: 7.500e-04, eta: 19:16:14, time: 0.999, data_time: 0.002, memory: 10398, top1_acc: 0.7562, top5_acc: 0.8927, loss_cls: 1.0271, loss: 1.0271, grad_norm: 7.1150 2020-10-13 02:22:07,035 - mmaction - INFO - Epoch [37][1900/5010] lr: 7.500e-04, eta: 19:15:53, time: 1.004, data_time: 0.006, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9260, loss_cls: 0.9185, loss: 0.9185, grad_norm: 7.0173 2020-10-13 02:22:26,468 - mmaction - INFO - Epoch [37][1920/5010] lr: 7.500e-04, eta: 19:15:33, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9271, loss_cls: 0.9409, loss: 0.9409, grad_norm: 7.0069 2020-10-13 02:22:45,670 - mmaction - INFO - Epoch [37][1940/5010] lr: 7.500e-04, eta: 19:15:12, time: 0.960, data_time: 0.002, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9187, loss_cls: 0.9239, loss: 0.9239, grad_norm: 7.3264 2020-10-13 02:23:05,271 - mmaction - INFO - Epoch [37][1960/5010] lr: 7.500e-04, eta: 19:14:51, time: 0.980, data_time: 0.006, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9208, loss_cls: 0.9713, loss: 0.9713, grad_norm: 7.3728 2020-10-13 02:23:24,830 - mmaction - INFO - Epoch [37][1980/5010] lr: 7.500e-04, eta: 19:14:31, time: 0.978, data_time: 0.002, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9354, loss_cls: 0.9049, loss: 0.9049, grad_norm: 7.1937 2020-10-13 02:23:43,902 - mmaction - INFO - Epoch [37][2000/5010] lr: 7.500e-04, eta: 19:14:10, time: 0.954, data_time: 0.002, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9062, loss_cls: 0.9546, loss: 0.9546, grad_norm: 7.1870 2020-10-13 02:24:03,468 - mmaction - INFO - Epoch [37][2020/5010] lr: 7.500e-04, eta: 19:13:49, time: 0.976, data_time: 0.005, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9083, loss_cls: 0.9842, loss: 0.9842, grad_norm: 7.1618 2020-10-13 02:24:22,883 - mmaction - INFO - Epoch [37][2040/5010] lr: 7.500e-04, eta: 19:13:28, time: 0.972, data_time: 0.005, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9240, loss_cls: 0.9321, loss: 0.9321, grad_norm: 7.1593 2020-10-13 02:24:42,337 - mmaction - INFO - Epoch [37][2060/5010] lr: 7.500e-04, eta: 19:13:08, time: 0.973, data_time: 0.002, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9323, loss_cls: 0.9131, loss: 0.9131, grad_norm: 7.3204 2020-10-13 02:25:02,043 - mmaction - INFO - Epoch [37][2080/5010] lr: 7.500e-04, eta: 19:12:47, time: 0.984, data_time: 0.005, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9281, loss_cls: 0.8714, loss: 0.8714, grad_norm: 7.0327 2020-10-13 02:25:21,721 - mmaction - INFO - Epoch [37][2100/5010] lr: 7.500e-04, eta: 19:12:27, time: 0.985, data_time: 0.007, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9271, loss_cls: 0.9241, loss: 0.9241, grad_norm: 7.2093 2020-10-13 02:25:40,839 - mmaction - INFO - Epoch [37][2120/5010] lr: 7.500e-04, eta: 19:12:06, time: 0.956, data_time: 0.004, memory: 10398, top1_acc: 0.7417, top5_acc: 0.8979, loss_cls: 1.0334, loss: 1.0334, grad_norm: 7.1337 2020-10-13 02:26:00,198 - mmaction - INFO - Epoch [37][2140/5010] lr: 7.500e-04, eta: 19:11:45, time: 0.966, data_time: 0.004, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9229, loss_cls: 0.9319, loss: 0.9319, grad_norm: 7.1351 2020-10-13 02:26:20,882 - mmaction - INFO - Epoch [37][2160/5010] lr: 7.500e-04, eta: 19:11:25, time: 1.036, data_time: 0.005, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9188, loss_cls: 0.9027, loss: 0.9027, grad_norm: 7.0510 2020-10-13 02:26:41,012 - mmaction - INFO - Epoch [37][2180/5010] lr: 7.500e-04, eta: 19:11:05, time: 1.005, data_time: 0.004, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9229, loss_cls: 0.9402, loss: 0.9402, grad_norm: 7.3586 2020-10-13 02:27:00,840 - mmaction - INFO - Epoch [37][2200/5010] lr: 7.500e-04, eta: 19:10:44, time: 0.993, data_time: 0.006, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9146, loss_cls: 0.9429, loss: 0.9429, grad_norm: 7.0257 2020-10-13 02:27:20,327 - mmaction - INFO - Epoch [37][2220/5010] lr: 7.500e-04, eta: 19:10:24, time: 0.973, data_time: 0.005, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9125, loss_cls: 0.9501, loss: 0.9501, grad_norm: 7.2105 2020-10-13 02:27:39,230 - mmaction - INFO - Epoch [37][2240/5010] lr: 7.500e-04, eta: 19:10:03, time: 0.947, data_time: 0.005, memory: 10398, top1_acc: 0.7687, top5_acc: 0.9146, loss_cls: 0.9341, loss: 0.9341, grad_norm: 7.3950 2020-10-13 02:28:00,049 - mmaction - INFO - Epoch [37][2260/5010] lr: 7.500e-04, eta: 19:09:43, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.7260, top5_acc: 0.9083, loss_cls: 1.0075, loss: 1.0075, grad_norm: 7.8545 2020-10-13 02:28:19,904 - mmaction - INFO - Epoch [37][2280/5010] lr: 7.500e-04, eta: 19:09:22, time: 0.995, data_time: 0.007, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9031, loss_cls: 1.0306, loss: 1.0306, grad_norm: 7.3965 2020-10-13 02:28:39,478 - mmaction - INFO - Epoch [37][2300/5010] lr: 7.500e-04, eta: 19:09:01, time: 0.977, data_time: 0.005, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9115, loss_cls: 0.9531, loss: 0.9531, grad_norm: 7.1858 2020-10-13 02:28:58,550 - mmaction - INFO - Epoch [37][2320/5010] lr: 7.500e-04, eta: 19:08:41, time: 0.956, data_time: 0.006, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9208, loss_cls: 0.9260, loss: 0.9260, grad_norm: 7.2226 2020-10-13 02:29:19,218 - mmaction - INFO - Epoch [37][2340/5010] lr: 7.500e-04, eta: 19:08:20, time: 1.030, data_time: 0.004, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9208, loss_cls: 0.8787, loss: 0.8787, grad_norm: 6.6991 2020-10-13 02:29:38,830 - mmaction - INFO - Epoch [37][2360/5010] lr: 7.500e-04, eta: 19:08:00, time: 0.984, data_time: 0.007, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9115, loss_cls: 0.9810, loss: 0.9810, grad_norm: 7.1392 2020-10-13 02:29:58,194 - mmaction - INFO - Epoch [37][2380/5010] lr: 7.500e-04, eta: 19:07:39, time: 0.967, data_time: 0.005, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9167, loss_cls: 0.9847, loss: 0.9847, grad_norm: 7.2601 2020-10-13 02:30:17,896 - mmaction - INFO - Epoch [37][2400/5010] lr: 7.500e-04, eta: 19:07:19, time: 0.986, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9281, loss_cls: 0.9364, loss: 0.9364, grad_norm: 7.3085 2020-10-13 02:30:38,033 - mmaction - INFO - Epoch [37][2420/5010] lr: 7.500e-04, eta: 19:06:58, time: 1.007, data_time: 0.004, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9083, loss_cls: 0.9583, loss: 0.9583, grad_norm: 7.2168 2020-10-13 02:30:57,573 - mmaction - INFO - Epoch [37][2440/5010] lr: 7.500e-04, eta: 19:06:38, time: 0.974, data_time: 0.005, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9010, loss_cls: 1.0031, loss: 1.0031, grad_norm: 7.3995 2020-10-13 02:31:17,927 - mmaction - INFO - Epoch [37][2460/5010] lr: 7.500e-04, eta: 19:06:17, time: 1.021, data_time: 0.006, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9229, loss_cls: 0.9417, loss: 0.9417, grad_norm: 7.2465 2020-10-13 02:31:37,317 - mmaction - INFO - Epoch [37][2480/5010] lr: 7.500e-04, eta: 19:05:57, time: 0.968, data_time: 0.005, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9302, loss_cls: 0.8546, loss: 0.8546, grad_norm: 6.9527 2020-10-13 02:31:56,561 - mmaction - INFO - Epoch [37][2500/5010] lr: 7.500e-04, eta: 19:05:36, time: 0.963, data_time: 0.005, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9188, loss_cls: 0.9589, loss: 0.9589, grad_norm: 7.4413 2020-10-13 02:32:15,910 - mmaction - INFO - Epoch [37][2520/5010] lr: 7.500e-04, eta: 19:05:15, time: 0.968, data_time: 0.002, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9052, loss_cls: 0.9736, loss: 0.9736, grad_norm: 7.3573 2020-10-13 02:32:35,687 - mmaction - INFO - Epoch [37][2540/5010] lr: 7.500e-04, eta: 19:04:55, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9219, loss_cls: 0.9224, loss: 0.9224, grad_norm: 7.1514 2020-10-13 02:32:54,893 - mmaction - INFO - Epoch [37][2560/5010] lr: 7.500e-04, eta: 19:04:34, time: 0.960, data_time: 0.002, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9125, loss_cls: 0.9487, loss: 0.9487, grad_norm: 7.3608 2020-10-13 02:33:14,342 - mmaction - INFO - Epoch [37][2580/5010] lr: 7.500e-04, eta: 19:04:13, time: 0.969, data_time: 0.006, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9229, loss_cls: 0.9675, loss: 0.9675, grad_norm: 7.4556 2020-10-13 02:33:33,702 - mmaction - INFO - Epoch [37][2600/5010] lr: 7.500e-04, eta: 19:03:53, time: 0.971, data_time: 0.007, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9052, loss_cls: 1.0257, loss: 1.0257, grad_norm: 7.4017 2020-10-13 02:33:52,845 - mmaction - INFO - Epoch [37][2620/5010] lr: 7.500e-04, eta: 19:03:32, time: 0.956, data_time: 0.002, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9271, loss_cls: 0.9270, loss: 0.9270, grad_norm: 7.0837 2020-10-13 02:34:13,025 - mmaction - INFO - Epoch [37][2640/5010] lr: 7.500e-04, eta: 19:03:11, time: 1.011, data_time: 0.004, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9156, loss_cls: 0.9780, loss: 0.9780, grad_norm: 7.4597 2020-10-13 02:34:32,613 - mmaction - INFO - Epoch [37][2660/5010] lr: 7.500e-04, eta: 19:02:51, time: 0.979, data_time: 0.004, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9219, loss_cls: 0.8912, loss: 0.8912, grad_norm: 7.1688 2020-10-13 02:34:52,090 - mmaction - INFO - Epoch [37][2680/5010] lr: 7.500e-04, eta: 19:02:30, time: 0.974, data_time: 0.003, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9042, loss_cls: 1.0269, loss: 1.0269, grad_norm: 7.4428 2020-10-13 02:35:11,463 - mmaction - INFO - Epoch [37][2700/5010] lr: 7.500e-04, eta: 19:02:10, time: 0.967, data_time: 0.004, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9208, loss_cls: 0.9303, loss: 0.9303, grad_norm: 7.1700 2020-10-13 02:35:31,158 - mmaction - INFO - Epoch [37][2720/5010] lr: 7.500e-04, eta: 19:01:49, time: 0.986, data_time: 0.005, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9104, loss_cls: 0.9244, loss: 0.9244, grad_norm: 7.0688 2020-10-13 02:35:50,362 - mmaction - INFO - Epoch [37][2740/5010] lr: 7.500e-04, eta: 19:01:28, time: 0.960, data_time: 0.002, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9177, loss_cls: 0.9139, loss: 0.9139, grad_norm: 7.2684 2020-10-13 02:36:10,505 - mmaction - INFO - Epoch [37][2760/5010] lr: 7.500e-04, eta: 19:01:08, time: 1.005, data_time: 0.004, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9198, loss_cls: 0.9466, loss: 0.9466, grad_norm: 7.3039 2020-10-13 02:36:29,870 - mmaction - INFO - Epoch [37][2780/5010] lr: 7.500e-04, eta: 19:00:47, time: 0.970, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9198, loss_cls: 0.9425, loss: 0.9425, grad_norm: 6.9689 2020-10-13 02:36:49,080 - mmaction - INFO - Epoch [37][2800/5010] lr: 7.500e-04, eta: 19:00:26, time: 0.961, data_time: 0.002, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9198, loss_cls: 0.9365, loss: 0.9365, grad_norm: 7.3984 2020-10-13 02:37:08,601 - mmaction - INFO - Epoch [37][2820/5010] lr: 7.500e-04, eta: 19:00:06, time: 0.974, data_time: 0.005, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9073, loss_cls: 1.0046, loss: 1.0046, grad_norm: 7.3939 2020-10-13 02:37:28,138 - mmaction - INFO - Epoch [37][2840/5010] lr: 7.500e-04, eta: 18:59:45, time: 0.979, data_time: 0.006, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9219, loss_cls: 0.9521, loss: 0.9521, grad_norm: 7.5636 2020-10-13 02:37:47,448 - mmaction - INFO - Epoch [37][2860/5010] lr: 7.500e-04, eta: 18:59:25, time: 0.966, data_time: 0.002, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9156, loss_cls: 1.0274, loss: 1.0274, grad_norm: 7.5976 2020-10-13 02:38:07,052 - mmaction - INFO - Epoch [37][2880/5010] lr: 7.500e-04, eta: 18:59:04, time: 0.977, data_time: 0.004, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9052, loss_cls: 1.0066, loss: 1.0066, grad_norm: 7.3135 2020-10-13 02:38:26,547 - mmaction - INFO - Epoch [37][2900/5010] lr: 7.500e-04, eta: 18:58:43, time: 0.978, data_time: 0.007, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9208, loss_cls: 0.9687, loss: 0.9687, grad_norm: 7.1317 2020-10-13 02:38:45,847 - mmaction - INFO - Epoch [37][2920/5010] lr: 7.500e-04, eta: 18:58:23, time: 0.965, data_time: 0.002, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9219, loss_cls: 0.9072, loss: 0.9072, grad_norm: 7.0404 2020-10-13 02:39:05,022 - mmaction - INFO - Epoch [37][2940/5010] lr: 7.500e-04, eta: 18:58:02, time: 0.956, data_time: 0.005, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9208, loss_cls: 0.9780, loss: 0.9780, grad_norm: 7.3978 2020-10-13 02:39:24,553 - mmaction - INFO - Epoch [37][2960/5010] lr: 7.500e-04, eta: 18:57:41, time: 0.979, data_time: 0.007, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9094, loss_cls: 1.0091, loss: 1.0091, grad_norm: 7.4946 2020-10-13 02:39:43,848 - mmaction - INFO - Epoch [37][2980/5010] lr: 7.500e-04, eta: 18:57:21, time: 0.964, data_time: 0.002, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9156, loss_cls: 0.9093, loss: 0.9093, grad_norm: 7.1273 2020-10-13 02:40:03,316 - mmaction - INFO - Epoch [37][3000/5010] lr: 7.500e-04, eta: 18:57:00, time: 0.974, data_time: 0.007, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9219, loss_cls: 0.9483, loss: 0.9483, grad_norm: 7.3636 2020-10-13 02:40:22,762 - mmaction - INFO - Epoch [37][3020/5010] lr: 7.500e-04, eta: 18:56:39, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9208, loss_cls: 0.9430, loss: 0.9430, grad_norm: 7.2014 2020-10-13 02:40:41,771 - mmaction - INFO - Epoch [37][3040/5010] lr: 7.500e-04, eta: 18:56:19, time: 0.951, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9198, loss_cls: 0.9183, loss: 0.9183, grad_norm: 7.0299 2020-10-13 02:41:01,534 - mmaction - INFO - Epoch [37][3060/5010] lr: 7.500e-04, eta: 18:55:58, time: 0.987, data_time: 0.005, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9104, loss_cls: 0.9158, loss: 0.9158, grad_norm: 7.3562 2020-10-13 02:41:20,770 - mmaction - INFO - Epoch [37][3080/5010] lr: 7.500e-04, eta: 18:55:37, time: 0.963, data_time: 0.005, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9135, loss_cls: 0.9672, loss: 0.9672, grad_norm: 7.2660 2020-10-13 02:41:40,499 - mmaction - INFO - Epoch [37][3100/5010] lr: 7.500e-04, eta: 18:55:17, time: 0.985, data_time: 0.004, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9042, loss_cls: 1.0446, loss: 1.0446, grad_norm: 7.4064 2020-10-13 02:42:00,423 - mmaction - INFO - Epoch [37][3120/5010] lr: 7.500e-04, eta: 18:54:56, time: 0.998, data_time: 0.006, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9271, loss_cls: 0.9618, loss: 0.9618, grad_norm: 7.3469 2020-10-13 02:42:20,024 - mmaction - INFO - Epoch [37][3140/5010] lr: 7.500e-04, eta: 18:54:36, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.7385, top5_acc: 0.8938, loss_cls: 1.0519, loss: 1.0519, grad_norm: 7.5165 2020-10-13 02:42:39,200 - mmaction - INFO - Epoch [37][3160/5010] lr: 7.500e-04, eta: 18:54:15, time: 0.956, data_time: 0.005, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9260, loss_cls: 0.8444, loss: 0.8444, grad_norm: 7.2169 2020-10-13 02:42:58,350 - mmaction - INFO - Epoch [37][3180/5010] lr: 7.500e-04, eta: 18:53:54, time: 0.960, data_time: 0.006, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9156, loss_cls: 0.9031, loss: 0.9031, grad_norm: 7.2838 2020-10-13 02:43:18,301 - mmaction - INFO - Epoch [37][3200/5010] lr: 7.500e-04, eta: 18:53:34, time: 0.994, data_time: 0.004, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9135, loss_cls: 0.9061, loss: 0.9061, grad_norm: 7.1436 2020-10-13 02:43:38,203 - mmaction - INFO - Epoch [37][3220/5010] lr: 7.500e-04, eta: 18:53:13, time: 0.998, data_time: 0.006, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9083, loss_cls: 0.9526, loss: 0.9526, grad_norm: 7.1236 2020-10-13 02:43:57,189 - mmaction - INFO - Epoch [37][3240/5010] lr: 7.500e-04, eta: 18:52:52, time: 0.948, data_time: 0.005, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9156, loss_cls: 0.9820, loss: 0.9820, grad_norm: 7.1552 2020-10-13 02:44:16,794 - mmaction - INFO - Epoch [37][3260/5010] lr: 7.500e-04, eta: 18:52:32, time: 0.982, data_time: 0.005, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9333, loss_cls: 0.9187, loss: 0.9187, grad_norm: 7.4475 2020-10-13 02:44:35,937 - mmaction - INFO - Epoch [37][3280/5010] lr: 7.500e-04, eta: 18:52:11, time: 0.955, data_time: 0.005, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9198, loss_cls: 0.9856, loss: 0.9856, grad_norm: 7.2614 2020-10-13 02:44:55,465 - mmaction - INFO - Epoch [37][3300/5010] lr: 7.500e-04, eta: 18:51:51, time: 0.978, data_time: 0.006, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9135, loss_cls: 0.9665, loss: 0.9665, grad_norm: 7.1823 2020-10-13 02:45:14,919 - mmaction - INFO - Epoch [37][3320/5010] lr: 7.500e-04, eta: 18:51:30, time: 0.971, data_time: 0.005, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9156, loss_cls: 0.9987, loss: 0.9987, grad_norm: 7.3242 2020-10-13 02:45:34,656 - mmaction - INFO - Epoch [37][3340/5010] lr: 7.500e-04, eta: 18:51:09, time: 0.989, data_time: 0.006, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9240, loss_cls: 0.8903, loss: 0.8903, grad_norm: 7.1628 2020-10-13 02:45:53,782 - mmaction - INFO - Epoch [37][3360/5010] lr: 7.500e-04, eta: 18:50:49, time: 0.956, data_time: 0.002, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9073, loss_cls: 1.0082, loss: 1.0082, grad_norm: 7.2329 2020-10-13 02:46:13,276 - mmaction - INFO - Epoch [37][3380/5010] lr: 7.500e-04, eta: 18:50:28, time: 0.973, data_time: 0.004, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9260, loss_cls: 0.8877, loss: 0.8877, grad_norm: 7.0233 2020-10-13 02:46:32,821 - mmaction - INFO - Epoch [37][3400/5010] lr: 7.500e-04, eta: 18:50:07, time: 0.979, data_time: 0.005, memory: 10398, top1_acc: 0.7260, top5_acc: 0.8937, loss_cls: 1.0409, loss: 1.0409, grad_norm: 7.1841 2020-10-13 02:46:52,048 - mmaction - INFO - Epoch [37][3420/5010] lr: 7.500e-04, eta: 18:49:47, time: 0.961, data_time: 0.002, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9031, loss_cls: 1.0153, loss: 1.0153, grad_norm: 7.4852 2020-10-13 02:47:12,509 - mmaction - INFO - Epoch [37][3440/5010] lr: 7.500e-04, eta: 18:49:26, time: 1.021, data_time: 0.004, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9177, loss_cls: 0.9331, loss: 0.9331, grad_norm: 7.4230 2020-10-13 02:47:31,223 - mmaction - INFO - Epoch [37][3460/5010] lr: 7.500e-04, eta: 18:49:05, time: 0.938, data_time: 0.006, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9083, loss_cls: 0.9707, loss: 0.9707, grad_norm: 7.2237 2020-10-13 02:47:50,630 - mmaction - INFO - Epoch [37][3480/5010] lr: 7.500e-04, eta: 18:48:45, time: 0.970, data_time: 0.002, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9167, loss_cls: 0.9686, loss: 0.9686, grad_norm: 7.5037 2020-10-13 02:48:10,567 - mmaction - INFO - Epoch [37][3500/5010] lr: 7.500e-04, eta: 18:48:24, time: 0.995, data_time: 0.004, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9042, loss_cls: 0.9930, loss: 0.9930, grad_norm: 7.3431 2020-10-13 02:48:29,648 - mmaction - INFO - Epoch [37][3520/5010] lr: 7.500e-04, eta: 18:48:04, time: 0.955, data_time: 0.006, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9135, loss_cls: 0.9450, loss: 0.9450, grad_norm: 7.3439 2020-10-13 02:48:49,840 - mmaction - INFO - Epoch [37][3540/5010] lr: 7.500e-04, eta: 18:47:43, time: 1.010, data_time: 0.003, memory: 10398, top1_acc: 0.7104, top5_acc: 0.8969, loss_cls: 1.1222, loss: 1.1222, grad_norm: 8.1886 2020-10-13 02:49:09,128 - mmaction - INFO - Epoch [37][3560/5010] lr: 7.500e-04, eta: 18:47:23, time: 0.964, data_time: 0.006, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9156, loss_cls: 0.9560, loss: 0.9560, grad_norm: 7.0931 2020-10-13 02:49:28,448 - mmaction - INFO - Epoch [37][3580/5010] lr: 7.500e-04, eta: 18:47:02, time: 0.968, data_time: 0.006, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9219, loss_cls: 0.9792, loss: 0.9792, grad_norm: 7.1401 2020-10-13 02:49:47,728 - mmaction - INFO - Epoch [37][3600/5010] lr: 7.500e-04, eta: 18:46:41, time: 0.964, data_time: 0.002, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9292, loss_cls: 0.9569, loss: 0.9569, grad_norm: 7.3019 2020-10-13 02:50:07,256 - mmaction - INFO - Epoch [37][3620/5010] lr: 7.500e-04, eta: 18:46:21, time: 0.976, data_time: 0.004, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9292, loss_cls: 0.9198, loss: 0.9198, grad_norm: 7.1352 2020-10-13 02:50:26,919 - mmaction - INFO - Epoch [37][3640/5010] lr: 7.500e-04, eta: 18:46:00, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.7417, top5_acc: 0.8948, loss_cls: 1.0487, loss: 1.0487, grad_norm: 7.1976 2020-10-13 02:50:46,148 - mmaction - INFO - Epoch [37][3660/5010] lr: 7.500e-04, eta: 18:45:39, time: 0.961, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9187, loss_cls: 0.9378, loss: 0.9378, grad_norm: 7.2669 2020-10-13 02:51:05,744 - mmaction - INFO - Epoch [37][3680/5010] lr: 7.500e-04, eta: 18:45:19, time: 0.978, data_time: 0.004, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9229, loss_cls: 0.8978, loss: 0.8978, grad_norm: 7.1026 2020-10-13 02:51:25,265 - mmaction - INFO - Epoch [37][3700/5010] lr: 7.500e-04, eta: 18:44:58, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9135, loss_cls: 0.9602, loss: 0.9602, grad_norm: 7.2269 2020-10-13 02:51:44,802 - mmaction - INFO - Epoch [37][3720/5010] lr: 7.500e-04, eta: 18:44:38, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9135, loss_cls: 1.0184, loss: 1.0184, grad_norm: 7.4105 2020-10-13 02:52:04,439 - mmaction - INFO - Epoch [37][3740/5010] lr: 7.500e-04, eta: 18:44:17, time: 0.978, data_time: 0.006, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9188, loss_cls: 0.9300, loss: 0.9300, grad_norm: 6.9387 2020-10-13 02:52:24,814 - mmaction - INFO - Epoch [37][3760/5010] lr: 7.500e-04, eta: 18:43:57, time: 1.023, data_time: 0.008, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9260, loss_cls: 0.8966, loss: 0.8966, grad_norm: 6.9866 2020-10-13 02:52:43,739 - mmaction - INFO - Epoch [37][3780/5010] lr: 7.500e-04, eta: 18:43:36, time: 0.947, data_time: 0.003, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9302, loss_cls: 0.8915, loss: 0.8915, grad_norm: 7.0477 2020-10-13 02:53:03,153 - mmaction - INFO - Epoch [37][3800/5010] lr: 7.500e-04, eta: 18:43:15, time: 0.970, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9167, loss_cls: 0.9377, loss: 0.9377, grad_norm: 7.1986 2020-10-13 02:53:22,459 - mmaction - INFO - Epoch [37][3820/5010] lr: 7.500e-04, eta: 18:42:55, time: 0.965, data_time: 0.002, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9292, loss_cls: 0.8889, loss: 0.8889, grad_norm: 7.0049 2020-10-13 02:53:42,988 - mmaction - INFO - Epoch [37][3840/5010] lr: 7.500e-04, eta: 18:42:34, time: 1.027, data_time: 0.002, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9146, loss_cls: 0.9425, loss: 0.9425, grad_norm: 7.0089 2020-10-13 02:54:02,662 - mmaction - INFO - Epoch [37][3860/5010] lr: 7.500e-04, eta: 18:42:14, time: 0.980, data_time: 0.006, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9125, loss_cls: 1.0023, loss: 1.0023, grad_norm: 7.3328 2020-10-13 02:54:22,638 - mmaction - INFO - Epoch [37][3880/5010] lr: 7.500e-04, eta: 18:41:53, time: 1.002, data_time: 0.007, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9240, loss_cls: 0.8644, loss: 0.8644, grad_norm: 6.7842 2020-10-13 02:54:42,151 - mmaction - INFO - Epoch [37][3900/5010] lr: 7.500e-04, eta: 18:41:33, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.7229, top5_acc: 0.9000, loss_cls: 1.0739, loss: 1.0739, grad_norm: 7.1944 2020-10-13 02:55:01,131 - mmaction - INFO - Epoch [37][3920/5010] lr: 7.500e-04, eta: 18:41:12, time: 0.947, data_time: 0.004, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9250, loss_cls: 0.9069, loss: 0.9069, grad_norm: 7.1956 2020-10-13 02:55:20,638 - mmaction - INFO - Epoch [37][3940/5010] lr: 7.500e-04, eta: 18:40:51, time: 0.976, data_time: 0.006, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9250, loss_cls: 0.9403, loss: 0.9403, grad_norm: 7.2303 2020-10-13 02:55:40,467 - mmaction - INFO - Epoch [37][3960/5010] lr: 7.500e-04, eta: 18:40:31, time: 0.991, data_time: 0.007, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9104, loss_cls: 0.9423, loss: 0.9423, grad_norm: 7.2872 2020-10-13 02:55:59,562 - mmaction - INFO - Epoch [37][3980/5010] lr: 7.500e-04, eta: 18:40:10, time: 0.956, data_time: 0.006, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9073, loss_cls: 1.0380, loss: 1.0380, grad_norm: 7.5204 2020-10-13 02:56:19,671 - mmaction - INFO - Epoch [37][4000/5010] lr: 7.500e-04, eta: 18:39:50, time: 1.004, data_time: 0.005, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9104, loss_cls: 1.0180, loss: 1.0180, grad_norm: 7.5864 2020-10-13 02:56:38,719 - mmaction - INFO - Epoch [37][4020/5010] lr: 7.500e-04, eta: 18:39:29, time: 0.954, data_time: 0.005, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9146, loss_cls: 0.9791, loss: 0.9791, grad_norm: 7.2345 2020-10-13 02:56:58,278 - mmaction - INFO - Epoch [37][4040/5010] lr: 7.500e-04, eta: 18:39:08, time: 0.975, data_time: 0.004, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9313, loss_cls: 0.8639, loss: 0.8639, grad_norm: 6.7103 2020-10-13 02:57:17,768 - mmaction - INFO - Epoch [37][4060/5010] lr: 7.500e-04, eta: 18:38:48, time: 0.978, data_time: 0.007, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9156, loss_cls: 0.9982, loss: 0.9982, grad_norm: 7.5347 2020-10-13 02:57:37,077 - mmaction - INFO - Epoch [37][4080/5010] lr: 7.500e-04, eta: 18:38:27, time: 0.964, data_time: 0.004, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9167, loss_cls: 0.9249, loss: 0.9249, grad_norm: 7.2137 2020-10-13 02:57:56,502 - mmaction - INFO - Epoch [37][4100/5010] lr: 7.500e-04, eta: 18:38:06, time: 0.973, data_time: 0.005, memory: 10398, top1_acc: 0.7437, top5_acc: 0.9125, loss_cls: 0.9854, loss: 0.9854, grad_norm: 7.5159 2020-10-13 02:58:15,829 - mmaction - INFO - Epoch [37][4120/5010] lr: 7.500e-04, eta: 18:37:46, time: 0.964, data_time: 0.005, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9083, loss_cls: 0.9808, loss: 0.9808, grad_norm: 7.1319 2020-10-13 02:58:36,541 - mmaction - INFO - Epoch [37][4140/5010] lr: 7.500e-04, eta: 18:37:25, time: 1.036, data_time: 0.006, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9198, loss_cls: 0.9403, loss: 0.9403, grad_norm: 7.3092 2020-10-13 02:58:55,092 - mmaction - INFO - Epoch [37][4160/5010] lr: 7.500e-04, eta: 18:37:05, time: 0.927, data_time: 0.004, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9167, loss_cls: 0.9069, loss: 0.9069, grad_norm: 7.0977 2020-10-13 02:59:14,924 - mmaction - INFO - Epoch [37][4180/5010] lr: 7.500e-04, eta: 18:36:44, time: 0.992, data_time: 0.007, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9187, loss_cls: 0.9572, loss: 0.9572, grad_norm: 7.5957 2020-10-13 02:59:34,416 - mmaction - INFO - Epoch [37][4200/5010] lr: 7.500e-04, eta: 18:36:23, time: 0.976, data_time: 0.005, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9146, loss_cls: 1.0068, loss: 1.0068, grad_norm: 7.5864 2020-10-13 02:59:54,016 - mmaction - INFO - Epoch [37][4220/5010] lr: 7.500e-04, eta: 18:36:03, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9115, loss_cls: 1.0016, loss: 1.0016, grad_norm: 7.3291 2020-10-13 03:00:19,636 - mmaction - INFO - Epoch [37][4240/5010] lr: 7.500e-04, eta: 18:35:44, time: 1.269, data_time: 0.006, memory: 10398, top1_acc: 0.7375, top5_acc: 0.8969, loss_cls: 1.0662, loss: 1.0662, grad_norm: 7.6877 2020-10-13 03:00:37,374 - mmaction - INFO - Epoch [37][4260/5010] lr: 7.500e-04, eta: 18:35:23, time: 0.898, data_time: 0.025, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9042, loss_cls: 0.9504, loss: 0.9504, grad_norm: 6.8442 2020-10-13 03:00:56,166 - mmaction - INFO - Epoch [37][4280/5010] lr: 7.500e-04, eta: 18:35:02, time: 0.940, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9156, loss_cls: 0.9939, loss: 0.9939, grad_norm: 7.3392 2020-10-13 03:01:15,977 - mmaction - INFO - Epoch [37][4300/5010] lr: 7.500e-04, eta: 18:34:42, time: 0.989, data_time: 0.006, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9094, loss_cls: 1.0258, loss: 1.0258, grad_norm: 7.5526 2020-10-13 03:01:35,282 - mmaction - INFO - Epoch [37][4320/5010] lr: 7.500e-04, eta: 18:34:21, time: 0.967, data_time: 0.006, memory: 10398, top1_acc: 0.7208, top5_acc: 0.8854, loss_cls: 1.1108, loss: 1.1108, grad_norm: 7.7142 2020-10-13 03:01:55,704 - mmaction - INFO - Epoch [37][4340/5010] lr: 7.500e-04, eta: 18:34:01, time: 1.021, data_time: 0.002, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9063, loss_cls: 1.0174, loss: 1.0174, grad_norm: 7.2716 2020-10-13 03:02:16,376 - mmaction - INFO - Epoch [37][4360/5010] lr: 7.500e-04, eta: 18:33:41, time: 1.034, data_time: 0.002, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9229, loss_cls: 0.9709, loss: 0.9709, grad_norm: 7.2315 2020-10-13 03:02:36,475 - mmaction - INFO - Epoch [37][4380/5010] lr: 7.500e-04, eta: 18:33:20, time: 1.003, data_time: 0.004, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9229, loss_cls: 0.9548, loss: 0.9548, grad_norm: 7.1543 2020-10-13 03:02:55,842 - mmaction - INFO - Epoch [37][4400/5010] lr: 7.500e-04, eta: 18:33:00, time: 0.970, data_time: 0.005, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9167, loss_cls: 0.9830, loss: 0.9830, grad_norm: 7.5723 2020-10-13 03:03:15,930 - mmaction - INFO - Epoch [37][4420/5010] lr: 7.500e-04, eta: 18:32:39, time: 1.003, data_time: 0.005, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9083, loss_cls: 1.0029, loss: 1.0029, grad_norm: 7.3891 2020-10-13 03:03:34,828 - mmaction - INFO - Epoch [37][4440/5010] lr: 7.500e-04, eta: 18:32:18, time: 0.947, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9156, loss_cls: 0.9655, loss: 0.9655, grad_norm: 7.0562 2020-10-13 03:03:55,646 - mmaction - INFO - Epoch [37][4460/5010] lr: 7.500e-04, eta: 18:31:58, time: 1.040, data_time: 0.002, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9115, loss_cls: 1.0336, loss: 1.0336, grad_norm: 7.5448 2020-10-13 03:04:15,672 - mmaction - INFO - Epoch [37][4480/5010] lr: 7.500e-04, eta: 18:31:38, time: 1.001, data_time: 0.006, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9365, loss_cls: 0.8368, loss: 0.8368, grad_norm: 6.8766 2020-10-13 03:04:34,688 - mmaction - INFO - Epoch [37][4500/5010] lr: 7.500e-04, eta: 18:31:17, time: 0.953, data_time: 0.005, memory: 10398, top1_acc: 0.7167, top5_acc: 0.9031, loss_cls: 1.0540, loss: 1.0540, grad_norm: 7.5533 2020-10-13 03:04:54,455 - mmaction - INFO - Epoch [37][4520/5010] lr: 7.500e-04, eta: 18:30:57, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9094, loss_cls: 1.0051, loss: 1.0051, grad_norm: 7.4684 2020-10-13 03:05:14,063 - mmaction - INFO - Epoch [37][4540/5010] lr: 7.500e-04, eta: 18:30:36, time: 0.979, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9198, loss_cls: 0.9545, loss: 0.9545, grad_norm: 7.3248 2020-10-13 03:05:33,921 - mmaction - INFO - Epoch [37][4560/5010] lr: 7.500e-04, eta: 18:30:16, time: 0.995, data_time: 0.006, memory: 10398, top1_acc: 0.7458, top5_acc: 0.8990, loss_cls: 0.9964, loss: 0.9964, grad_norm: 7.2263 2020-10-13 03:05:53,307 - mmaction - INFO - Epoch [37][4580/5010] lr: 7.500e-04, eta: 18:29:55, time: 0.969, data_time: 0.002, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9115, loss_cls: 0.9753, loss: 0.9753, grad_norm: 7.2107 2020-10-13 03:06:13,870 - mmaction - INFO - Epoch [37][4600/5010] lr: 7.500e-04, eta: 18:29:35, time: 1.026, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9104, loss_cls: 0.9495, loss: 0.9495, grad_norm: 7.0760 2020-10-13 03:06:33,388 - mmaction - INFO - Epoch [37][4620/5010] lr: 7.500e-04, eta: 18:29:14, time: 0.979, data_time: 0.006, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9365, loss_cls: 0.8589, loss: 0.8589, grad_norm: 6.8300 2020-10-13 03:06:53,199 - mmaction - INFO - Epoch [37][4640/5010] lr: 7.500e-04, eta: 18:28:54, time: 0.991, data_time: 0.002, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9104, loss_cls: 0.9765, loss: 0.9765, grad_norm: 7.2977 2020-10-13 03:07:12,676 - mmaction - INFO - Epoch [37][4660/5010] lr: 7.500e-04, eta: 18:28:33, time: 0.972, data_time: 0.004, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9146, loss_cls: 0.9716, loss: 0.9716, grad_norm: 7.4114 2020-10-13 03:07:32,898 - mmaction - INFO - Epoch [37][4680/5010] lr: 7.500e-04, eta: 18:28:13, time: 1.013, data_time: 0.006, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9083, loss_cls: 0.9783, loss: 0.9783, grad_norm: 7.3844 2020-10-13 03:07:53,229 - mmaction - INFO - Epoch [37][4700/5010] lr: 7.500e-04, eta: 18:27:52, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9052, loss_cls: 1.0073, loss: 1.0073, grad_norm: 7.2841 2020-10-13 03:08:12,815 - mmaction - INFO - Epoch [37][4720/5010] lr: 7.500e-04, eta: 18:27:32, time: 0.977, data_time: 0.005, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9135, loss_cls: 0.9842, loss: 0.9842, grad_norm: 7.5046 2020-10-13 03:08:33,277 - mmaction - INFO - Epoch [37][4740/5010] lr: 7.500e-04, eta: 18:27:11, time: 1.025, data_time: 0.006, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9073, loss_cls: 0.9815, loss: 0.9815, grad_norm: 7.2315 2020-10-13 03:08:52,575 - mmaction - INFO - Epoch [37][4760/5010] lr: 7.500e-04, eta: 18:26:51, time: 0.965, data_time: 0.002, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9146, loss_cls: 0.9358, loss: 0.9358, grad_norm: 6.9251 2020-10-13 03:09:12,543 - mmaction - INFO - Epoch [37][4780/5010] lr: 7.500e-04, eta: 18:26:30, time: 0.999, data_time: 0.005, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9333, loss_cls: 0.8979, loss: 0.8979, grad_norm: 7.2257 2020-10-13 03:09:32,484 - mmaction - INFO - Epoch [37][4800/5010] lr: 7.500e-04, eta: 18:26:10, time: 0.997, data_time: 0.006, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9062, loss_cls: 0.9695, loss: 0.9695, grad_norm: 7.2883 2020-10-13 03:09:52,468 - mmaction - INFO - Epoch [37][4820/5010] lr: 7.500e-04, eta: 18:25:49, time: 0.999, data_time: 0.002, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9052, loss_cls: 0.9942, loss: 0.9942, grad_norm: 7.3827 2020-10-13 03:10:12,497 - mmaction - INFO - Epoch [37][4840/5010] lr: 7.500e-04, eta: 18:25:29, time: 1.000, data_time: 0.005, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9073, loss_cls: 1.0223, loss: 1.0223, grad_norm: 7.5871 2020-10-13 03:10:32,161 - mmaction - INFO - Epoch [37][4860/5010] lr: 7.500e-04, eta: 18:25:09, time: 0.985, data_time: 0.005, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9271, loss_cls: 0.8891, loss: 0.8891, grad_norm: 7.0039 2020-10-13 03:10:52,202 - mmaction - INFO - Epoch [37][4880/5010] lr: 7.500e-04, eta: 18:24:48, time: 1.000, data_time: 0.002, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9146, loss_cls: 0.9632, loss: 0.9632, grad_norm: 7.5462 2020-10-13 03:11:11,631 - mmaction - INFO - Epoch [37][4900/5010] lr: 7.500e-04, eta: 18:24:27, time: 0.971, data_time: 0.006, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9146, loss_cls: 0.9628, loss: 0.9628, grad_norm: 7.5406 2020-10-13 03:11:31,018 - mmaction - INFO - Epoch [37][4920/5010] lr: 7.500e-04, eta: 18:24:07, time: 0.971, data_time: 0.006, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9115, loss_cls: 0.9644, loss: 0.9644, grad_norm: 7.5752 2020-10-13 03:11:50,233 - mmaction - INFO - Epoch [37][4940/5010] lr: 7.500e-04, eta: 18:23:46, time: 0.961, data_time: 0.003, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9156, loss_cls: 0.9285, loss: 0.9285, grad_norm: 7.1929 2020-10-13 03:12:09,345 - mmaction - INFO - Epoch [37][4960/5010] lr: 7.500e-04, eta: 18:23:25, time: 0.956, data_time: 0.002, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9177, loss_cls: 0.9328, loss: 0.9328, grad_norm: 7.2204 2020-10-13 03:12:29,283 - mmaction - INFO - Epoch [37][4980/5010] lr: 7.500e-04, eta: 18:23:05, time: 0.997, data_time: 0.006, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9198, loss_cls: 0.9655, loss: 0.9655, grad_norm: 7.3751 2020-10-13 03:12:48,620 - mmaction - INFO - Epoch [37][5000/5010] lr: 7.500e-04, eta: 18:22:44, time: 0.967, data_time: 0.002, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9156, loss_cls: 0.8863, loss: 0.8863, grad_norm: 7.0447 2020-10-13 03:13:28,600 - mmaction - INFO - Epoch [38][20/5010] lr: 7.500e-04, eta: 18:22:14, time: 1.525, data_time: 0.667, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9031, loss_cls: 0.9754, loss: 0.9754, grad_norm: 7.2128 2020-10-13 03:13:45,829 - mmaction - INFO - Epoch [38][40/5010] lr: 7.500e-04, eta: 18:21:52, time: 0.861, data_time: 0.002, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9146, loss_cls: 0.9466, loss: 0.9466, grad_norm: 7.1808 2020-10-13 03:14:04,643 - mmaction - INFO - Epoch [38][60/5010] lr: 7.500e-04, eta: 18:21:32, time: 0.939, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9167, loss_cls: 0.9196, loss: 0.9196, grad_norm: 6.9815 2020-10-13 03:14:24,943 - mmaction - INFO - Epoch [38][80/5010] lr: 7.500e-04, eta: 18:21:11, time: 1.016, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9063, loss_cls: 1.0153, loss: 1.0153, grad_norm: 7.3903 2020-10-13 03:14:43,527 - mmaction - INFO - Epoch [38][100/5010] lr: 7.500e-04, eta: 18:20:50, time: 0.929, data_time: 0.002, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9177, loss_cls: 0.9027, loss: 0.9027, grad_norm: 6.9075 2020-10-13 03:15:03,319 - mmaction - INFO - Epoch [38][120/5010] lr: 7.500e-04, eta: 18:20:30, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9229, loss_cls: 0.9282, loss: 0.9282, grad_norm: 6.9729 2020-10-13 03:15:23,021 - mmaction - INFO - Epoch [38][140/5010] lr: 7.500e-04, eta: 18:20:09, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9104, loss_cls: 0.9496, loss: 0.9496, grad_norm: 6.9873 2020-10-13 03:15:41,883 - mmaction - INFO - Epoch [38][160/5010] lr: 7.500e-04, eta: 18:19:48, time: 0.943, data_time: 0.002, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9135, loss_cls: 0.9425, loss: 0.9425, grad_norm: 6.9660 2020-10-13 03:16:01,386 - mmaction - INFO - Epoch [38][180/5010] lr: 7.500e-04, eta: 18:19:28, time: 0.973, data_time: 0.005, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9208, loss_cls: 0.9226, loss: 0.9226, grad_norm: 7.2282 2020-10-13 03:16:21,434 - mmaction - INFO - Epoch [38][200/5010] lr: 7.500e-04, eta: 18:19:07, time: 1.004, data_time: 0.007, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9198, loss_cls: 0.9841, loss: 0.9841, grad_norm: 7.4025 2020-10-13 03:16:41,087 - mmaction - INFO - Epoch [38][220/5010] lr: 7.500e-04, eta: 18:18:47, time: 0.984, data_time: 0.005, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9156, loss_cls: 0.9439, loss: 0.9439, grad_norm: 7.3310 2020-10-13 03:17:00,553 - mmaction - INFO - Epoch [38][240/5010] lr: 7.500e-04, eta: 18:18:26, time: 0.972, data_time: 0.005, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9292, loss_cls: 0.8594, loss: 0.8594, grad_norm: 6.7631 2020-10-13 03:17:19,997 - mmaction - INFO - Epoch [38][260/5010] lr: 7.500e-04, eta: 18:18:06, time: 0.974, data_time: 0.006, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9219, loss_cls: 0.9295, loss: 0.9295, grad_norm: 7.1420 2020-10-13 03:17:39,534 - mmaction - INFO - Epoch [38][280/5010] lr: 7.500e-04, eta: 18:17:45, time: 0.975, data_time: 0.004, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9156, loss_cls: 0.9357, loss: 0.9357, grad_norm: 7.0635 2020-10-13 03:17:58,666 - mmaction - INFO - Epoch [38][300/5010] lr: 7.500e-04, eta: 18:17:24, time: 0.958, data_time: 0.005, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9198, loss_cls: 0.9506, loss: 0.9506, grad_norm: 7.4048 2020-10-13 03:18:17,954 - mmaction - INFO - Epoch [38][320/5010] lr: 7.500e-04, eta: 18:17:04, time: 0.961, data_time: 0.006, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9240, loss_cls: 0.8982, loss: 0.8982, grad_norm: 7.1207 2020-10-13 03:18:37,075 - mmaction - INFO - Epoch [38][340/5010] lr: 7.500e-04, eta: 18:16:43, time: 0.959, data_time: 0.007, memory: 10398, top1_acc: 0.7281, top5_acc: 0.8948, loss_cls: 1.0642, loss: 1.0642, grad_norm: 7.5310 2020-10-13 03:18:56,659 - mmaction - INFO - Epoch [38][360/5010] lr: 7.500e-04, eta: 18:16:22, time: 0.977, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9281, loss_cls: 0.9330, loss: 0.9330, grad_norm: 7.1374 2020-10-13 03:19:16,355 - mmaction - INFO - Epoch [38][380/5010] lr: 7.500e-04, eta: 18:16:02, time: 0.987, data_time: 0.006, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9260, loss_cls: 0.8679, loss: 0.8679, grad_norm: 6.9736 2020-10-13 03:19:35,526 - mmaction - INFO - Epoch [38][400/5010] lr: 7.500e-04, eta: 18:15:41, time: 0.955, data_time: 0.005, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9125, loss_cls: 0.9769, loss: 0.9769, grad_norm: 7.4330 2020-10-13 03:19:54,808 - mmaction - INFO - Epoch [38][420/5010] lr: 7.500e-04, eta: 18:15:21, time: 0.967, data_time: 0.007, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9271, loss_cls: 0.8778, loss: 0.8778, grad_norm: 6.9678 2020-10-13 03:20:14,273 - mmaction - INFO - Epoch [38][440/5010] lr: 7.500e-04, eta: 18:15:00, time: 0.970, data_time: 0.005, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9042, loss_cls: 0.9662, loss: 0.9662, grad_norm: 7.3113 2020-10-13 03:20:33,779 - mmaction - INFO - Epoch [38][460/5010] lr: 7.500e-04, eta: 18:14:39, time: 0.979, data_time: 0.007, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9073, loss_cls: 1.0022, loss: 1.0022, grad_norm: 7.1492 2020-10-13 03:20:53,053 - mmaction - INFO - Epoch [38][480/5010] lr: 7.500e-04, eta: 18:14:19, time: 0.963, data_time: 0.002, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9115, loss_cls: 0.9696, loss: 0.9696, grad_norm: 7.4324 2020-10-13 03:21:12,573 - mmaction - INFO - Epoch [38][500/5010] lr: 7.500e-04, eta: 18:13:58, time: 0.975, data_time: 0.005, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9250, loss_cls: 0.8602, loss: 0.8602, grad_norm: 7.0248 2020-10-13 03:21:31,953 - mmaction - INFO - Epoch [38][520/5010] lr: 7.500e-04, eta: 18:13:37, time: 0.971, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9083, loss_cls: 1.0058, loss: 1.0058, grad_norm: 7.2928 2020-10-13 03:21:51,080 - mmaction - INFO - Epoch [38][540/5010] lr: 7.500e-04, eta: 18:13:17, time: 0.956, data_time: 0.003, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9302, loss_cls: 0.8909, loss: 0.8909, grad_norm: 6.9235 2020-10-13 03:22:10,830 - mmaction - INFO - Epoch [38][560/5010] lr: 7.500e-04, eta: 18:12:56, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9208, loss_cls: 0.8938, loss: 0.8938, grad_norm: 7.0445 2020-10-13 03:22:30,000 - mmaction - INFO - Epoch [38][580/5010] lr: 7.500e-04, eta: 18:12:35, time: 0.956, data_time: 0.006, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9208, loss_cls: 0.9684, loss: 0.9684, grad_norm: 7.3022 2020-10-13 03:22:49,047 - mmaction - INFO - Epoch [38][600/5010] lr: 7.500e-04, eta: 18:12:15, time: 0.955, data_time: 0.004, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9115, loss_cls: 0.9836, loss: 0.9836, grad_norm: 7.2133 2020-10-13 03:23:08,518 - mmaction - INFO - Epoch [38][620/5010] lr: 7.500e-04, eta: 18:11:54, time: 0.974, data_time: 0.006, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9104, loss_cls: 1.0001, loss: 1.0001, grad_norm: 7.4397 2020-10-13 03:23:28,015 - mmaction - INFO - Epoch [38][640/5010] lr: 7.500e-04, eta: 18:11:34, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9125, loss_cls: 0.9818, loss: 0.9818, grad_norm: 7.7294 2020-10-13 03:23:47,097 - mmaction - INFO - Epoch [38][660/5010] lr: 7.500e-04, eta: 18:11:13, time: 0.954, data_time: 0.002, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9177, loss_cls: 0.9382, loss: 0.9382, grad_norm: 7.2607 2020-10-13 03:24:06,373 - mmaction - INFO - Epoch [38][680/5010] lr: 7.500e-04, eta: 18:10:52, time: 0.962, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9229, loss_cls: 0.8994, loss: 0.8994, grad_norm: 7.1198 2020-10-13 03:24:26,262 - mmaction - INFO - Epoch [38][700/5010] lr: 7.500e-04, eta: 18:10:32, time: 0.997, data_time: 0.007, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9177, loss_cls: 0.9572, loss: 0.9572, grad_norm: 7.3540 2020-10-13 03:24:45,928 - mmaction - INFO - Epoch [38][720/5010] lr: 7.500e-04, eta: 18:10:11, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9156, loss_cls: 0.9485, loss: 0.9485, grad_norm: 7.2634 2020-10-13 03:25:05,144 - mmaction - INFO - Epoch [38][740/5010] lr: 7.500e-04, eta: 18:09:50, time: 0.957, data_time: 0.005, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9125, loss_cls: 0.9208, loss: 0.9208, grad_norm: 7.0103 2020-10-13 03:25:25,385 - mmaction - INFO - Epoch [38][760/5010] lr: 7.500e-04, eta: 18:09:30, time: 1.015, data_time: 0.006, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9083, loss_cls: 0.9671, loss: 0.9671, grad_norm: 7.3945 2020-10-13 03:25:44,292 - mmaction - INFO - Epoch [38][780/5010] lr: 7.500e-04, eta: 18:09:09, time: 0.946, data_time: 0.003, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9271, loss_cls: 0.9003, loss: 0.9003, grad_norm: 6.8788 2020-10-13 03:26:04,183 - mmaction - INFO - Epoch [38][800/5010] lr: 7.500e-04, eta: 18:08:49, time: 0.991, data_time: 0.006, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9156, loss_cls: 0.9745, loss: 0.9745, grad_norm: 7.5423 2020-10-13 03:26:23,956 - mmaction - INFO - Epoch [38][820/5010] lr: 7.500e-04, eta: 18:08:28, time: 0.992, data_time: 0.007, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9135, loss_cls: 0.9266, loss: 0.9266, grad_norm: 6.9177 2020-10-13 03:26:42,976 - mmaction - INFO - Epoch [38][840/5010] lr: 7.500e-04, eta: 18:08:08, time: 0.951, data_time: 0.003, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9125, loss_cls: 0.9479, loss: 0.9479, grad_norm: 7.2705 2020-10-13 03:27:02,291 - mmaction - INFO - Epoch [38][860/5010] lr: 7.500e-04, eta: 18:07:47, time: 0.962, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.8990, loss_cls: 1.0080, loss: 1.0080, grad_norm: 7.4227 2020-10-13 03:27:21,539 - mmaction - INFO - Epoch [38][880/5010] lr: 7.500e-04, eta: 18:07:26, time: 0.966, data_time: 0.007, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9104, loss_cls: 0.9990, loss: 0.9990, grad_norm: 7.4222 2020-10-13 03:27:40,589 - mmaction - INFO - Epoch [38][900/5010] lr: 7.500e-04, eta: 18:07:06, time: 0.953, data_time: 0.004, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9219, loss_cls: 0.9514, loss: 0.9514, grad_norm: 7.5786 2020-10-13 03:28:00,972 - mmaction - INFO - Epoch [38][920/5010] lr: 7.500e-04, eta: 18:06:45, time: 1.015, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9250, loss_cls: 0.9353, loss: 0.9353, grad_norm: 7.2896 2020-10-13 03:28:19,931 - mmaction - INFO - Epoch [38][940/5010] lr: 7.500e-04, eta: 18:06:24, time: 0.952, data_time: 0.007, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9094, loss_cls: 0.9877, loss: 0.9877, grad_norm: 7.3918 2020-10-13 03:28:39,579 - mmaction - INFO - Epoch [38][960/5010] lr: 7.500e-04, eta: 18:06:04, time: 0.983, data_time: 0.006, memory: 10398, top1_acc: 0.7281, top5_acc: 0.8917, loss_cls: 1.0190, loss: 1.0190, grad_norm: 7.3199 2020-10-13 03:28:58,877 - mmaction - INFO - Epoch [38][980/5010] lr: 7.500e-04, eta: 18:05:43, time: 0.963, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9104, loss_cls: 0.9469, loss: 0.9469, grad_norm: 7.1636 2020-10-13 03:29:18,217 - mmaction - INFO - Epoch [38][1000/5010] lr: 7.500e-04, eta: 18:05:23, time: 0.969, data_time: 0.005, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9167, loss_cls: 0.9825, loss: 0.9825, grad_norm: 7.3890 2020-10-13 03:29:37,109 - mmaction - INFO - Epoch [38][1020/5010] lr: 7.500e-04, eta: 18:05:02, time: 0.941, data_time: 0.004, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9146, loss_cls: 0.9441, loss: 0.9441, grad_norm: 7.1285 2020-10-13 03:29:56,418 - mmaction - INFO - Epoch [38][1040/5010] lr: 7.500e-04, eta: 18:04:41, time: 0.969, data_time: 0.007, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9281, loss_cls: 0.8689, loss: 0.8689, grad_norm: 7.1320 2020-10-13 03:30:17,111 - mmaction - INFO - Epoch [38][1060/5010] lr: 7.500e-04, eta: 18:04:21, time: 1.032, data_time: 0.004, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9240, loss_cls: 0.9035, loss: 0.9035, grad_norm: 7.0935 2020-10-13 03:30:36,046 - mmaction - INFO - Epoch [38][1080/5010] lr: 7.500e-04, eta: 18:04:00, time: 0.948, data_time: 0.006, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9115, loss_cls: 0.9541, loss: 0.9541, grad_norm: 7.3419 2020-10-13 03:30:55,610 - mmaction - INFO - Epoch [38][1100/5010] lr: 7.500e-04, eta: 18:03:40, time: 0.977, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9271, loss_cls: 0.8735, loss: 0.8735, grad_norm: 6.9596 2020-10-13 03:31:14,895 - mmaction - INFO - Epoch [38][1120/5010] lr: 7.500e-04, eta: 18:03:19, time: 0.966, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9219, loss_cls: 0.9199, loss: 0.9199, grad_norm: 7.4669 2020-10-13 03:31:34,455 - mmaction - INFO - Epoch [38][1140/5010] lr: 7.500e-04, eta: 18:02:58, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9156, loss_cls: 0.9468, loss: 0.9468, grad_norm: 7.4083 2020-10-13 03:31:54,380 - mmaction - INFO - Epoch [38][1160/5010] lr: 7.500e-04, eta: 18:02:38, time: 0.996, data_time: 0.002, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9219, loss_cls: 0.9461, loss: 0.9461, grad_norm: 7.0982 2020-10-13 03:32:13,331 - mmaction - INFO - Epoch [38][1180/5010] lr: 7.500e-04, eta: 18:02:17, time: 0.945, data_time: 0.005, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9281, loss_cls: 0.9188, loss: 0.9188, grad_norm: 7.2081 2020-10-13 03:32:34,613 - mmaction - INFO - Epoch [38][1200/5010] lr: 7.500e-04, eta: 18:01:57, time: 1.066, data_time: 0.006, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9135, loss_cls: 0.9631, loss: 0.9631, grad_norm: 7.3356 2020-10-13 03:32:53,506 - mmaction - INFO - Epoch [38][1220/5010] lr: 7.500e-04, eta: 18:01:36, time: 0.945, data_time: 0.002, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9083, loss_cls: 0.9481, loss: 0.9481, grad_norm: 7.0800 2020-10-13 03:33:13,316 - mmaction - INFO - Epoch [38][1240/5010] lr: 7.500e-04, eta: 18:01:16, time: 0.990, data_time: 0.004, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9219, loss_cls: 0.8974, loss: 0.8974, grad_norm: 7.1793 2020-10-13 03:33:32,916 - mmaction - INFO - Epoch [38][1260/5010] lr: 7.500e-04, eta: 18:00:55, time: 0.978, data_time: 0.003, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9313, loss_cls: 0.8678, loss: 0.8678, grad_norm: 7.1509 2020-10-13 03:33:52,974 - mmaction - INFO - Epoch [38][1280/5010] lr: 7.500e-04, eta: 18:00:35, time: 1.005, data_time: 0.006, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9177, loss_cls: 0.9233, loss: 0.9233, grad_norm: 7.3033 2020-10-13 03:34:12,333 - mmaction - INFO - Epoch [38][1300/5010] lr: 7.500e-04, eta: 18:00:14, time: 0.966, data_time: 0.005, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9198, loss_cls: 0.8903, loss: 0.8903, grad_norm: 7.1142 2020-10-13 03:34:31,670 - mmaction - INFO - Epoch [38][1320/5010] lr: 7.500e-04, eta: 17:59:54, time: 0.969, data_time: 0.006, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9156, loss_cls: 0.9634, loss: 0.9634, grad_norm: 7.4300 2020-10-13 03:34:51,919 - mmaction - INFO - Epoch [38][1340/5010] lr: 7.500e-04, eta: 17:59:33, time: 1.012, data_time: 0.002, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9167, loss_cls: 0.8873, loss: 0.8873, grad_norm: 6.8782 2020-10-13 03:35:11,015 - mmaction - INFO - Epoch [38][1360/5010] lr: 7.500e-04, eta: 17:59:13, time: 0.955, data_time: 0.002, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9198, loss_cls: 0.9342, loss: 0.9342, grad_norm: 7.1952 2020-10-13 03:35:30,688 - mmaction - INFO - Epoch [38][1380/5010] lr: 7.500e-04, eta: 17:58:52, time: 0.984, data_time: 0.002, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9042, loss_cls: 1.0164, loss: 1.0164, grad_norm: 7.5034 2020-10-13 03:35:50,649 - mmaction - INFO - Epoch [38][1400/5010] lr: 7.500e-04, eta: 17:58:32, time: 0.998, data_time: 0.002, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9146, loss_cls: 0.9245, loss: 0.9245, grad_norm: 7.2680 2020-10-13 03:36:10,175 - mmaction - INFO - Epoch [38][1420/5010] lr: 7.500e-04, eta: 17:58:11, time: 0.975, data_time: 0.005, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9094, loss_cls: 1.0189, loss: 1.0189, grad_norm: 7.3535 2020-10-13 03:36:29,252 - mmaction - INFO - Epoch [38][1440/5010] lr: 7.500e-04, eta: 17:57:50, time: 0.956, data_time: 0.005, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9260, loss_cls: 0.8589, loss: 0.8589, grad_norm: 6.8640 2020-10-13 03:36:50,033 - mmaction - INFO - Epoch [38][1460/5010] lr: 7.500e-04, eta: 17:57:30, time: 1.038, data_time: 0.002, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9219, loss_cls: 0.8908, loss: 0.8908, grad_norm: 7.0063 2020-10-13 03:37:08,662 - mmaction - INFO - Epoch [38][1480/5010] lr: 7.500e-04, eta: 17:57:09, time: 0.932, data_time: 0.005, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9302, loss_cls: 0.9144, loss: 0.9144, grad_norm: 7.2362 2020-10-13 03:37:28,238 - mmaction - INFO - Epoch [38][1500/5010] lr: 7.500e-04, eta: 17:56:49, time: 0.978, data_time: 0.006, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9260, loss_cls: 0.9198, loss: 0.9198, grad_norm: 7.5224 2020-10-13 03:37:47,869 - mmaction - INFO - Epoch [38][1520/5010] lr: 7.500e-04, eta: 17:56:28, time: 0.982, data_time: 0.002, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9167, loss_cls: 0.9037, loss: 0.9037, grad_norm: 7.2095 2020-10-13 03:38:07,522 - mmaction - INFO - Epoch [38][1540/5010] lr: 7.500e-04, eta: 17:56:08, time: 0.981, data_time: 0.004, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9063, loss_cls: 0.9603, loss: 0.9603, grad_norm: 7.1903 2020-10-13 03:38:26,759 - mmaction - INFO - Epoch [38][1560/5010] lr: 7.500e-04, eta: 17:55:47, time: 0.964, data_time: 0.006, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9208, loss_cls: 0.9436, loss: 0.9436, grad_norm: 7.4745 2020-10-13 03:38:45,856 - mmaction - INFO - Epoch [38][1580/5010] lr: 7.500e-04, eta: 17:55:26, time: 0.955, data_time: 0.002, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9198, loss_cls: 0.9477, loss: 0.9477, grad_norm: 7.3214 2020-10-13 03:39:05,208 - mmaction - INFO - Epoch [38][1600/5010] lr: 7.500e-04, eta: 17:55:06, time: 0.965, data_time: 0.004, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9333, loss_cls: 0.8678, loss: 0.8678, grad_norm: 6.9292 2020-10-13 03:39:24,219 - mmaction - INFO - Epoch [38][1620/5010] lr: 7.500e-04, eta: 17:54:45, time: 0.953, data_time: 0.007, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9365, loss_cls: 0.8973, loss: 0.8973, grad_norm: 7.3182 2020-10-13 03:39:43,223 - mmaction - INFO - Epoch [38][1640/5010] lr: 7.500e-04, eta: 17:54:24, time: 0.950, data_time: 0.004, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9167, loss_cls: 0.9645, loss: 0.9645, grad_norm: 7.4631 2020-10-13 03:40:03,195 - mmaction - INFO - Epoch [38][1660/5010] lr: 7.500e-04, eta: 17:54:04, time: 0.999, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9125, loss_cls: 0.9505, loss: 0.9505, grad_norm: 7.6265 2020-10-13 03:40:22,416 - mmaction - INFO - Epoch [38][1680/5010] lr: 7.500e-04, eta: 17:53:43, time: 0.959, data_time: 0.002, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9021, loss_cls: 1.0273, loss: 1.0273, grad_norm: 7.7214 2020-10-13 03:40:41,852 - mmaction - INFO - Epoch [38][1700/5010] lr: 7.500e-04, eta: 17:53:23, time: 0.973, data_time: 0.003, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9219, loss_cls: 0.9132, loss: 0.9132, grad_norm: 7.1761 2020-10-13 03:41:02,134 - mmaction - INFO - Epoch [38][1720/5010] lr: 7.500e-04, eta: 17:53:02, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9281, loss_cls: 0.8782, loss: 0.8782, grad_norm: 7.0923 2020-10-13 03:41:20,593 - mmaction - INFO - Epoch [38][1740/5010] lr: 7.500e-04, eta: 17:52:41, time: 0.924, data_time: 0.004, memory: 10398, top1_acc: 0.7438, top5_acc: 0.8990, loss_cls: 1.0557, loss: 1.0557, grad_norm: 7.4468 2020-10-13 03:41:39,783 - mmaction - INFO - Epoch [38][1760/5010] lr: 7.500e-04, eta: 17:52:21, time: 0.958, data_time: 0.005, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0193, loss: 1.0193, grad_norm: 7.5931 2020-10-13 03:41:59,248 - mmaction - INFO - Epoch [38][1780/5010] lr: 7.500e-04, eta: 17:52:00, time: 0.975, data_time: 0.006, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9240, loss_cls: 0.9254, loss: 0.9254, grad_norm: 7.4347 2020-10-13 03:42:18,356 - mmaction - INFO - Epoch [38][1800/5010] lr: 7.500e-04, eta: 17:51:39, time: 0.955, data_time: 0.002, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9115, loss_cls: 0.9479, loss: 0.9479, grad_norm: 7.4627 2020-10-13 03:42:37,670 - mmaction - INFO - Epoch [38][1820/5010] lr: 7.500e-04, eta: 17:51:19, time: 0.963, data_time: 0.005, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9177, loss_cls: 0.9661, loss: 0.9661, grad_norm: 7.4275 2020-10-13 03:42:56,620 - mmaction - INFO - Epoch [38][1840/5010] lr: 7.500e-04, eta: 17:50:58, time: 0.950, data_time: 0.006, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9135, loss_cls: 0.9310, loss: 0.9310, grad_norm: 7.2471 2020-10-13 03:43:16,065 - mmaction - INFO - Epoch [38][1860/5010] lr: 7.500e-04, eta: 17:50:37, time: 0.971, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9229, loss_cls: 0.9794, loss: 0.9794, grad_norm: 7.5417 2020-10-13 03:43:35,213 - mmaction - INFO - Epoch [38][1880/5010] lr: 7.500e-04, eta: 17:50:17, time: 0.958, data_time: 0.005, memory: 10398, top1_acc: 0.7448, top5_acc: 0.8979, loss_cls: 1.0213, loss: 1.0213, grad_norm: 7.3776 2020-10-13 03:43:55,017 - mmaction - INFO - Epoch [38][1900/5010] lr: 7.500e-04, eta: 17:49:56, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9187, loss_cls: 0.9111, loss: 0.9111, grad_norm: 7.3754 2020-10-13 03:44:14,442 - mmaction - INFO - Epoch [38][1920/5010] lr: 7.500e-04, eta: 17:49:36, time: 0.970, data_time: 0.005, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9135, loss_cls: 0.9334, loss: 0.9334, grad_norm: 7.2871 2020-10-13 03:44:33,478 - mmaction - INFO - Epoch [38][1940/5010] lr: 7.500e-04, eta: 17:49:15, time: 0.954, data_time: 0.006, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9146, loss_cls: 0.9498, loss: 0.9498, grad_norm: 7.0719 2020-10-13 03:44:52,507 - mmaction - INFO - Epoch [38][1960/5010] lr: 7.500e-04, eta: 17:48:54, time: 0.951, data_time: 0.002, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9052, loss_cls: 1.0688, loss: 1.0688, grad_norm: 7.6683 2020-10-13 03:45:11,764 - mmaction - INFO - Epoch [38][1980/5010] lr: 7.500e-04, eta: 17:48:33, time: 0.961, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9281, loss_cls: 0.9365, loss: 0.9365, grad_norm: 7.3332 2020-10-13 03:45:30,879 - mmaction - INFO - Epoch [38][2000/5010] lr: 7.500e-04, eta: 17:48:13, time: 0.957, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9156, loss_cls: 0.9838, loss: 0.9838, grad_norm: 7.2179 2020-10-13 03:45:49,960 - mmaction - INFO - Epoch [38][2020/5010] lr: 7.500e-04, eta: 17:47:52, time: 0.954, data_time: 0.002, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9167, loss_cls: 0.9410, loss: 0.9410, grad_norm: 7.2176 2020-10-13 03:46:09,644 - mmaction - INFO - Epoch [38][2040/5010] lr: 7.500e-04, eta: 17:47:31, time: 0.982, data_time: 0.004, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9167, loss_cls: 0.9353, loss: 0.9353, grad_norm: 7.2307 2020-10-13 03:46:29,052 - mmaction - INFO - Epoch [38][2060/5010] lr: 7.500e-04, eta: 17:47:11, time: 0.972, data_time: 0.005, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9187, loss_cls: 0.8974, loss: 0.8974, grad_norm: 7.1545 2020-10-13 03:46:48,390 - mmaction - INFO - Epoch [38][2080/5010] lr: 7.500e-04, eta: 17:46:50, time: 0.967, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9104, loss_cls: 0.9501, loss: 0.9501, grad_norm: 7.4035 2020-10-13 03:47:07,592 - mmaction - INFO - Epoch [38][2100/5010] lr: 7.500e-04, eta: 17:46:30, time: 0.958, data_time: 0.004, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9198, loss_cls: 0.9769, loss: 0.9769, grad_norm: 7.4964 2020-10-13 03:47:27,606 - mmaction - INFO - Epoch [38][2120/5010] lr: 7.500e-04, eta: 17:46:09, time: 1.002, data_time: 0.007, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9260, loss_cls: 0.9300, loss: 0.9300, grad_norm: 7.7077 2020-10-13 03:47:46,507 - mmaction - INFO - Epoch [38][2140/5010] lr: 7.500e-04, eta: 17:45:48, time: 0.945, data_time: 0.002, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9073, loss_cls: 1.0069, loss: 1.0069, grad_norm: 7.7387 2020-10-13 03:48:06,127 - mmaction - INFO - Epoch [38][2160/5010] lr: 7.500e-04, eta: 17:45:28, time: 0.979, data_time: 0.005, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9271, loss_cls: 0.9102, loss: 0.9102, grad_norm: 7.1703 2020-10-13 03:48:25,245 - mmaction - INFO - Epoch [38][2180/5010] lr: 7.500e-04, eta: 17:45:07, time: 0.958, data_time: 0.006, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9052, loss_cls: 0.9745, loss: 0.9745, grad_norm: 7.3162 2020-10-13 03:48:44,969 - mmaction - INFO - Epoch [38][2200/5010] lr: 7.500e-04, eta: 17:44:47, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9188, loss_cls: 0.8927, loss: 0.8927, grad_norm: 7.0191 2020-10-13 03:49:03,780 - mmaction - INFO - Epoch [38][2220/5010] lr: 7.500e-04, eta: 17:44:26, time: 0.939, data_time: 0.004, memory: 10398, top1_acc: 0.7313, top5_acc: 0.9240, loss_cls: 0.9899, loss: 0.9899, grad_norm: 7.4050 2020-10-13 03:49:23,552 - mmaction - INFO - Epoch [38][2240/5010] lr: 7.500e-04, eta: 17:44:05, time: 0.990, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9177, loss_cls: 0.9456, loss: 0.9456, grad_norm: 7.3159 2020-10-13 03:49:42,830 - mmaction - INFO - Epoch [38][2260/5010] lr: 7.500e-04, eta: 17:43:45, time: 0.964, data_time: 0.002, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9312, loss_cls: 0.8996, loss: 0.8996, grad_norm: 7.1795 2020-10-13 03:50:02,083 - mmaction - INFO - Epoch [38][2280/5010] lr: 7.500e-04, eta: 17:43:24, time: 0.962, data_time: 0.005, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9073, loss_cls: 0.9948, loss: 0.9948, grad_norm: 7.6014 2020-10-13 03:50:22,412 - mmaction - INFO - Epoch [38][2300/5010] lr: 7.500e-04, eta: 17:43:04, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9125, loss_cls: 1.0414, loss: 1.0414, grad_norm: 7.4653 2020-10-13 03:50:41,839 - mmaction - INFO - Epoch [38][2320/5010] lr: 7.500e-04, eta: 17:42:43, time: 0.971, data_time: 0.002, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9115, loss_cls: 0.9184, loss: 0.9184, grad_norm: 7.0754 2020-10-13 03:51:00,988 - mmaction - INFO - Epoch [38][2340/5010] lr: 7.500e-04, eta: 17:42:22, time: 0.956, data_time: 0.004, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9177, loss_cls: 0.9577, loss: 0.9577, grad_norm: 7.5637 2020-10-13 03:51:21,215 - mmaction - INFO - Epoch [38][2360/5010] lr: 7.500e-04, eta: 17:42:02, time: 1.012, data_time: 0.005, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9094, loss_cls: 1.0534, loss: 1.0534, grad_norm: 7.4868 2020-10-13 03:51:41,385 - mmaction - INFO - Epoch [38][2380/5010] lr: 7.500e-04, eta: 17:41:42, time: 1.009, data_time: 0.004, memory: 10398, top1_acc: 0.7240, top5_acc: 0.8938, loss_cls: 1.1171, loss: 1.1171, grad_norm: 7.8319 2020-10-13 03:52:00,428 - mmaction - INFO - Epoch [38][2400/5010] lr: 7.500e-04, eta: 17:41:21, time: 0.953, data_time: 0.003, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9073, loss_cls: 0.9632, loss: 0.9632, grad_norm: 7.3145 2020-10-13 03:52:20,118 - mmaction - INFO - Epoch [38][2420/5010] lr: 7.500e-04, eta: 17:41:01, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9219, loss_cls: 0.8834, loss: 0.8834, grad_norm: 7.2701 2020-10-13 03:52:39,403 - mmaction - INFO - Epoch [38][2440/5010] lr: 7.500e-04, eta: 17:40:40, time: 0.966, data_time: 0.005, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9260, loss_cls: 0.8709, loss: 0.8709, grad_norm: 7.1405 2020-10-13 03:52:59,071 - mmaction - INFO - Epoch [38][2460/5010] lr: 7.500e-04, eta: 17:40:19, time: 0.982, data_time: 0.004, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9031, loss_cls: 0.9886, loss: 0.9886, grad_norm: 7.1431 2020-10-13 03:53:18,149 - mmaction - INFO - Epoch [38][2480/5010] lr: 7.500e-04, eta: 17:39:59, time: 0.955, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9240, loss_cls: 0.9293, loss: 0.9293, grad_norm: 7.2948 2020-10-13 03:53:38,473 - mmaction - INFO - Epoch [38][2500/5010] lr: 7.500e-04, eta: 17:39:38, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9302, loss_cls: 0.9158, loss: 0.9158, grad_norm: 7.3560 2020-10-13 03:53:58,422 - mmaction - INFO - Epoch [38][2520/5010] lr: 7.500e-04, eta: 17:39:18, time: 1.000, data_time: 0.006, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9375, loss_cls: 0.8830, loss: 0.8830, grad_norm: 7.1830 2020-10-13 03:54:17,712 - mmaction - INFO - Epoch [38][2540/5010] lr: 7.500e-04, eta: 17:38:57, time: 0.962, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.8938, loss_cls: 1.0494, loss: 1.0494, grad_norm: 7.4695 2020-10-13 03:54:38,038 - mmaction - INFO - Epoch [38][2560/5010] lr: 7.500e-04, eta: 17:38:37, time: 1.018, data_time: 0.006, memory: 10398, top1_acc: 0.7260, top5_acc: 0.9083, loss_cls: 1.0723, loss: 1.0723, grad_norm: 7.8745 2020-10-13 03:54:57,846 - mmaction - INFO - Epoch [38][2580/5010] lr: 7.500e-04, eta: 17:38:17, time: 0.989, data_time: 0.004, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9188, loss_cls: 0.8934, loss: 0.8934, grad_norm: 7.0911 2020-10-13 03:55:16,601 - mmaction - INFO - Epoch [38][2600/5010] lr: 7.500e-04, eta: 17:37:56, time: 0.939, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9031, loss_cls: 0.9736, loss: 0.9736, grad_norm: 7.2677 2020-10-13 03:55:35,722 - mmaction - INFO - Epoch [38][2620/5010] lr: 7.500e-04, eta: 17:37:35, time: 0.953, data_time: 0.004, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9115, loss_cls: 0.9481, loss: 0.9481, grad_norm: 7.3776 2020-10-13 03:55:55,102 - mmaction - INFO - Epoch [38][2640/5010] lr: 7.500e-04, eta: 17:37:14, time: 0.972, data_time: 0.007, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9156, loss_cls: 0.9341, loss: 0.9341, grad_norm: 6.9040 2020-10-13 03:56:14,493 - mmaction - INFO - Epoch [38][2660/5010] lr: 7.500e-04, eta: 17:36:54, time: 0.968, data_time: 0.004, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9146, loss_cls: 0.9336, loss: 0.9336, grad_norm: 7.3883 2020-10-13 03:56:33,333 - mmaction - INFO - Epoch [38][2680/5010] lr: 7.500e-04, eta: 17:36:33, time: 0.943, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9229, loss_cls: 0.9482, loss: 0.9482, grad_norm: 7.2814 2020-10-13 03:56:52,410 - mmaction - INFO - Epoch [38][2700/5010] lr: 7.500e-04, eta: 17:36:12, time: 0.955, data_time: 0.003, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9198, loss_cls: 0.9605, loss: 0.9605, grad_norm: 7.2201 2020-10-13 03:57:11,402 - mmaction - INFO - Epoch [38][2720/5010] lr: 7.500e-04, eta: 17:35:52, time: 0.948, data_time: 0.004, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9115, loss_cls: 0.9689, loss: 0.9689, grad_norm: 7.3360 2020-10-13 03:57:30,917 - mmaction - INFO - Epoch [38][2740/5010] lr: 7.500e-04, eta: 17:35:31, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9156, loss_cls: 0.9481, loss: 0.9481, grad_norm: 7.2986 2020-10-13 03:57:50,019 - mmaction - INFO - Epoch [38][2760/5010] lr: 7.500e-04, eta: 17:35:10, time: 0.955, data_time: 0.002, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9177, loss_cls: 0.9345, loss: 0.9345, grad_norm: 7.3746 2020-10-13 03:58:09,072 - mmaction - INFO - Epoch [38][2780/5010] lr: 7.500e-04, eta: 17:34:50, time: 0.949, data_time: 0.005, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9146, loss_cls: 0.9758, loss: 0.9758, grad_norm: 7.3263 2020-10-13 03:58:28,448 - mmaction - INFO - Epoch [38][2800/5010] lr: 7.500e-04, eta: 17:34:29, time: 0.972, data_time: 0.007, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9042, loss_cls: 0.9501, loss: 0.9501, grad_norm: 7.0693 2020-10-13 03:58:47,814 - mmaction - INFO - Epoch [38][2820/5010] lr: 7.500e-04, eta: 17:34:08, time: 0.969, data_time: 0.002, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9010, loss_cls: 1.0192, loss: 1.0192, grad_norm: 7.3900 2020-10-13 03:59:07,008 - mmaction - INFO - Epoch [38][2840/5010] lr: 7.500e-04, eta: 17:33:48, time: 0.958, data_time: 0.004, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9177, loss_cls: 0.9552, loss: 0.9552, grad_norm: 7.5505 2020-10-13 03:59:26,310 - mmaction - INFO - Epoch [38][2860/5010] lr: 7.500e-04, eta: 17:33:27, time: 0.967, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9021, loss_cls: 1.0055, loss: 1.0055, grad_norm: 7.4037 2020-10-13 03:59:45,853 - mmaction - INFO - Epoch [38][2880/5010] lr: 7.500e-04, eta: 17:33:07, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9104, loss_cls: 0.9559, loss: 0.9559, grad_norm: 7.3162 2020-10-13 04:00:13,767 - mmaction - INFO - Epoch [38][2900/5010] lr: 7.500e-04, eta: 17:32:49, time: 1.383, data_time: 0.006, memory: 10398, top1_acc: 0.7437, top5_acc: 0.9177, loss_cls: 0.9620, loss: 0.9620, grad_norm: 7.4323 2020-10-13 04:00:31,435 - mmaction - INFO - Epoch [38][2920/5010] lr: 7.500e-04, eta: 17:32:28, time: 0.896, data_time: 0.026, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9167, loss_cls: 0.9667, loss: 0.9667, grad_norm: 7.2116 2020-10-13 04:00:49,759 - mmaction - INFO - Epoch [38][2940/5010] lr: 7.500e-04, eta: 17:32:07, time: 0.916, data_time: 0.002, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9073, loss_cls: 1.0012, loss: 1.0012, grad_norm: 7.3494 2020-10-13 04:01:09,061 - mmaction - INFO - Epoch [38][2960/5010] lr: 7.500e-04, eta: 17:31:46, time: 0.963, data_time: 0.006, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9167, loss_cls: 0.9685, loss: 0.9685, grad_norm: 7.2845 2020-10-13 04:01:29,803 - mmaction - INFO - Epoch [38][2980/5010] lr: 7.500e-04, eta: 17:31:26, time: 1.039, data_time: 0.006, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9229, loss_cls: 0.9284, loss: 0.9284, grad_norm: 6.9811 2020-10-13 04:01:48,702 - mmaction - INFO - Epoch [38][3000/5010] lr: 7.500e-04, eta: 17:31:05, time: 0.945, data_time: 0.002, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9229, loss_cls: 0.8979, loss: 0.8979, grad_norm: 7.0887 2020-10-13 04:02:08,110 - mmaction - INFO - Epoch [38][3020/5010] lr: 7.500e-04, eta: 17:30:45, time: 0.970, data_time: 0.003, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9188, loss_cls: 0.9261, loss: 0.9261, grad_norm: 7.2061 2020-10-13 04:02:28,044 - mmaction - INFO - Epoch [38][3040/5010] lr: 7.500e-04, eta: 17:30:24, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9229, loss_cls: 0.9408, loss: 0.9408, grad_norm: 7.1983 2020-10-13 04:02:47,347 - mmaction - INFO - Epoch [38][3060/5010] lr: 7.500e-04, eta: 17:30:03, time: 0.965, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9198, loss_cls: 0.9625, loss: 0.9625, grad_norm: 7.2554 2020-10-13 04:03:05,948 - mmaction - INFO - Epoch [38][3080/5010] lr: 7.500e-04, eta: 17:29:43, time: 0.930, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9021, loss_cls: 1.0203, loss: 1.0203, grad_norm: 7.2941 2020-10-13 04:03:25,244 - mmaction - INFO - Epoch [38][3100/5010] lr: 7.500e-04, eta: 17:29:22, time: 0.964, data_time: 0.002, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9094, loss_cls: 0.9891, loss: 0.9891, grad_norm: 7.6191 2020-10-13 04:03:44,532 - mmaction - INFO - Epoch [38][3120/5010] lr: 7.500e-04, eta: 17:29:01, time: 0.965, data_time: 0.002, memory: 10398, top1_acc: 0.7937, top5_acc: 0.9240, loss_cls: 0.8257, loss: 0.8257, grad_norm: 6.8544 2020-10-13 04:04:03,753 - mmaction - INFO - Epoch [38][3140/5010] lr: 7.500e-04, eta: 17:28:41, time: 0.959, data_time: 0.004, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9146, loss_cls: 0.8852, loss: 0.8852, grad_norm: 6.8681 2020-10-13 04:04:24,041 - mmaction - INFO - Epoch [38][3160/5010] lr: 7.500e-04, eta: 17:28:20, time: 1.016, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9198, loss_cls: 0.9265, loss: 0.9265, grad_norm: 7.3034 2020-10-13 04:04:43,095 - mmaction - INFO - Epoch [38][3180/5010] lr: 7.500e-04, eta: 17:28:00, time: 0.953, data_time: 0.002, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9240, loss_cls: 0.9591, loss: 0.9591, grad_norm: 7.3415 2020-10-13 04:05:01,902 - mmaction - INFO - Epoch [38][3200/5010] lr: 7.500e-04, eta: 17:27:39, time: 0.939, data_time: 0.005, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9219, loss_cls: 0.9394, loss: 0.9394, grad_norm: 7.2783 2020-10-13 04:05:22,382 - mmaction - INFO - Epoch [38][3220/5010] lr: 7.500e-04, eta: 17:27:19, time: 1.026, data_time: 0.005, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9198, loss_cls: 0.9739, loss: 0.9739, grad_norm: 7.3790 2020-10-13 04:05:40,982 - mmaction - INFO - Epoch [38][3240/5010] lr: 7.500e-04, eta: 17:26:58, time: 0.930, data_time: 0.002, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9115, loss_cls: 0.9097, loss: 0.9097, grad_norm: 6.9663 2020-10-13 04:06:00,537 - mmaction - INFO - Epoch [38][3260/5010] lr: 7.500e-04, eta: 17:26:37, time: 0.976, data_time: 0.005, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9187, loss_cls: 0.9770, loss: 0.9770, grad_norm: 7.3419 2020-10-13 04:06:19,321 - mmaction - INFO - Epoch [38][3280/5010] lr: 7.500e-04, eta: 17:26:16, time: 0.941, data_time: 0.005, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9198, loss_cls: 0.9569, loss: 0.9569, grad_norm: 7.4210 2020-10-13 04:06:38,773 - mmaction - INFO - Epoch [38][3300/5010] lr: 7.500e-04, eta: 17:25:56, time: 0.968, data_time: 0.004, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9073, loss_cls: 0.9792, loss: 0.9792, grad_norm: 7.2171 2020-10-13 04:06:57,730 - mmaction - INFO - Epoch [38][3320/5010] lr: 7.500e-04, eta: 17:25:35, time: 0.952, data_time: 0.008, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9208, loss_cls: 0.9618, loss: 0.9618, grad_norm: 7.2325 2020-10-13 04:07:16,887 - mmaction - INFO - Epoch [38][3340/5010] lr: 7.500e-04, eta: 17:25:14, time: 0.958, data_time: 0.004, memory: 10398, top1_acc: 0.7437, top5_acc: 0.9156, loss_cls: 0.9780, loss: 0.9780, grad_norm: 7.4778 2020-10-13 04:07:36,516 - mmaction - INFO - Epoch [38][3360/5010] lr: 7.500e-04, eta: 17:24:54, time: 0.980, data_time: 0.006, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9312, loss_cls: 0.9217, loss: 0.9217, grad_norm: 7.1770 2020-10-13 04:07:56,797 - mmaction - INFO - Epoch [38][3380/5010] lr: 7.500e-04, eta: 17:24:34, time: 1.016, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9208, loss_cls: 0.9716, loss: 0.9716, grad_norm: 7.4103 2020-10-13 04:08:16,353 - mmaction - INFO - Epoch [38][3400/5010] lr: 7.500e-04, eta: 17:24:13, time: 0.976, data_time: 0.005, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9177, loss_cls: 0.9640, loss: 0.9640, grad_norm: 7.5283 2020-10-13 04:08:34,854 - mmaction - INFO - Epoch [38][3420/5010] lr: 7.500e-04, eta: 17:23:52, time: 0.927, data_time: 0.005, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9229, loss_cls: 0.8959, loss: 0.8959, grad_norm: 6.9829 2020-10-13 04:08:53,947 - mmaction - INFO - Epoch [38][3440/5010] lr: 7.500e-04, eta: 17:23:31, time: 0.953, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9167, loss_cls: 0.9904, loss: 0.9904, grad_norm: 7.2354 2020-10-13 04:09:12,982 - mmaction - INFO - Epoch [38][3460/5010] lr: 7.500e-04, eta: 17:23:11, time: 0.953, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9156, loss_cls: 0.9753, loss: 0.9753, grad_norm: 7.4586 2020-10-13 04:09:33,037 - mmaction - INFO - Epoch [38][3480/5010] lr: 7.500e-04, eta: 17:22:50, time: 1.003, data_time: 0.005, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9177, loss_cls: 0.9898, loss: 0.9898, grad_norm: 7.3658 2020-10-13 04:09:52,938 - mmaction - INFO - Epoch [38][3500/5010] lr: 7.500e-04, eta: 17:22:30, time: 0.995, data_time: 0.002, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9188, loss_cls: 0.9514, loss: 0.9514, grad_norm: 7.3584 2020-10-13 04:10:12,799 - mmaction - INFO - Epoch [38][3520/5010] lr: 7.500e-04, eta: 17:22:09, time: 0.986, data_time: 0.004, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9146, loss_cls: 0.9379, loss: 0.9379, grad_norm: 7.0509 2020-10-13 04:10:31,786 - mmaction - INFO - Epoch [38][3540/5010] lr: 7.500e-04, eta: 17:21:49, time: 0.957, data_time: 0.011, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9229, loss_cls: 0.9074, loss: 0.9074, grad_norm: 7.2705 2020-10-13 04:10:52,031 - mmaction - INFO - Epoch [38][3560/5010] lr: 7.500e-04, eta: 17:21:28, time: 1.012, data_time: 0.003, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9177, loss_cls: 1.0020, loss: 1.0020, grad_norm: 7.6685 2020-10-13 04:11:11,331 - mmaction - INFO - Epoch [38][3580/5010] lr: 7.500e-04, eta: 17:21:08, time: 0.963, data_time: 0.005, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9177, loss_cls: 0.9212, loss: 0.9212, grad_norm: 7.3497 2020-10-13 04:11:30,897 - mmaction - INFO - Epoch [38][3600/5010] lr: 7.500e-04, eta: 17:20:47, time: 0.981, data_time: 0.006, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9094, loss_cls: 0.9252, loss: 0.9252, grad_norm: 6.9950 2020-10-13 04:11:49,996 - mmaction - INFO - Epoch [38][3620/5010] lr: 7.500e-04, eta: 17:20:27, time: 0.955, data_time: 0.002, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9198, loss_cls: 0.9489, loss: 0.9489, grad_norm: 7.2860 2020-10-13 04:12:09,812 - mmaction - INFO - Epoch [38][3640/5010] lr: 7.500e-04, eta: 17:20:06, time: 0.989, data_time: 0.007, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9281, loss_cls: 0.8968, loss: 0.8968, grad_norm: 7.0744 2020-10-13 04:12:30,372 - mmaction - INFO - Epoch [38][3660/5010] lr: 7.500e-04, eta: 17:19:46, time: 1.030, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9208, loss_cls: 0.9418, loss: 0.9418, grad_norm: 7.2614 2020-10-13 04:12:49,369 - mmaction - INFO - Epoch [38][3680/5010] lr: 7.500e-04, eta: 17:19:25, time: 0.950, data_time: 0.002, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9281, loss_cls: 0.9239, loss: 0.9239, grad_norm: 7.5073 2020-10-13 04:13:08,238 - mmaction - INFO - Epoch [38][3700/5010] lr: 7.500e-04, eta: 17:19:04, time: 0.943, data_time: 0.002, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9156, loss_cls: 0.9553, loss: 0.9553, grad_norm: 7.2232 2020-10-13 04:13:27,863 - mmaction - INFO - Epoch [38][3720/5010] lr: 7.500e-04, eta: 17:18:44, time: 0.981, data_time: 0.002, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9146, loss_cls: 0.9796, loss: 0.9796, grad_norm: 7.5020 2020-10-13 04:13:47,334 - mmaction - INFO - Epoch [38][3740/5010] lr: 7.500e-04, eta: 17:18:23, time: 0.973, data_time: 0.002, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9240, loss_cls: 0.8792, loss: 0.8792, grad_norm: 7.2330 2020-10-13 04:14:07,995 - mmaction - INFO - Epoch [38][3760/5010] lr: 7.500e-04, eta: 17:18:03, time: 1.032, data_time: 0.005, memory: 10398, top1_acc: 0.7323, top5_acc: 0.8979, loss_cls: 1.0153, loss: 1.0153, grad_norm: 7.5648 2020-10-13 04:14:27,415 - mmaction - INFO - Epoch [38][3780/5010] lr: 7.500e-04, eta: 17:17:43, time: 0.972, data_time: 0.005, memory: 10398, top1_acc: 0.7313, top5_acc: 0.9000, loss_cls: 1.0331, loss: 1.0331, grad_norm: 7.3515 2020-10-13 04:14:47,140 - mmaction - INFO - Epoch [38][3800/5010] lr: 7.500e-04, eta: 17:17:22, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9063, loss_cls: 0.9493, loss: 0.9493, grad_norm: 7.1842 2020-10-13 04:15:06,100 - mmaction - INFO - Epoch [38][3820/5010] lr: 7.500e-04, eta: 17:17:01, time: 0.948, data_time: 0.005, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0725, loss: 1.0725, grad_norm: 7.6687 2020-10-13 04:15:25,964 - mmaction - INFO - Epoch [38][3840/5010] lr: 7.500e-04, eta: 17:16:41, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.7437, top5_acc: 0.9010, loss_cls: 1.0468, loss: 1.0468, grad_norm: 7.5204 2020-10-13 04:15:45,087 - mmaction - INFO - Epoch [38][3860/5010] lr: 7.500e-04, eta: 17:16:20, time: 0.956, data_time: 0.002, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9208, loss_cls: 0.9303, loss: 0.9303, grad_norm: 7.4017 2020-10-13 04:16:04,380 - mmaction - INFO - Epoch [38][3880/5010] lr: 7.500e-04, eta: 17:16:00, time: 0.963, data_time: 0.005, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9396, loss_cls: 0.8762, loss: 0.8762, grad_norm: 7.2795 2020-10-13 04:16:24,278 - mmaction - INFO - Epoch [38][3900/5010] lr: 7.500e-04, eta: 17:15:39, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9219, loss_cls: 0.9390, loss: 0.9390, grad_norm: 7.2167 2020-10-13 04:16:44,002 - mmaction - INFO - Epoch [38][3920/5010] lr: 7.500e-04, eta: 17:15:19, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9250, loss_cls: 0.9428, loss: 0.9428, grad_norm: 7.3983 2020-10-13 04:17:04,496 - mmaction - INFO - Epoch [38][3940/5010] lr: 7.500e-04, eta: 17:14:59, time: 1.023, data_time: 0.004, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9073, loss_cls: 1.0144, loss: 1.0144, grad_norm: 7.4542 2020-10-13 04:17:23,285 - mmaction - INFO - Epoch [38][3960/5010] lr: 7.500e-04, eta: 17:14:38, time: 0.941, data_time: 0.006, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9135, loss_cls: 0.9286, loss: 0.9286, grad_norm: 7.3196 2020-10-13 04:17:42,610 - mmaction - INFO - Epoch [38][3980/5010] lr: 7.500e-04, eta: 17:14:17, time: 0.966, data_time: 0.002, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9219, loss_cls: 0.9461, loss: 0.9461, grad_norm: 7.2929 2020-10-13 04:18:02,560 - mmaction - INFO - Epoch [38][4000/5010] lr: 7.500e-04, eta: 17:13:57, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9188, loss_cls: 0.9367, loss: 0.9367, grad_norm: 7.3755 2020-10-13 04:18:21,881 - mmaction - INFO - Epoch [38][4020/5010] lr: 7.500e-04, eta: 17:13:36, time: 0.968, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9094, loss_cls: 0.9672, loss: 0.9672, grad_norm: 7.2762 2020-10-13 04:18:40,984 - mmaction - INFO - Epoch [38][4040/5010] lr: 7.500e-04, eta: 17:13:15, time: 0.955, data_time: 0.002, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9146, loss_cls: 0.9231, loss: 0.9231, grad_norm: 7.2876 2020-10-13 04:19:01,619 - mmaction - INFO - Epoch [38][4060/5010] lr: 7.500e-04, eta: 17:12:55, time: 1.029, data_time: 0.004, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9135, loss_cls: 0.9845, loss: 0.9845, grad_norm: 7.6702 2020-10-13 04:19:20,874 - mmaction - INFO - Epoch [38][4080/5010] lr: 7.500e-04, eta: 17:12:35, time: 0.965, data_time: 0.006, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9125, loss_cls: 0.9700, loss: 0.9700, grad_norm: 7.3408 2020-10-13 04:19:40,744 - mmaction - INFO - Epoch [38][4100/5010] lr: 7.500e-04, eta: 17:12:14, time: 0.991, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9292, loss_cls: 0.8930, loss: 0.8930, grad_norm: 7.2676 2020-10-13 04:20:00,153 - mmaction - INFO - Epoch [38][4120/5010] lr: 7.500e-04, eta: 17:11:54, time: 0.973, data_time: 0.007, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9219, loss_cls: 0.9458, loss: 0.9458, grad_norm: 7.3113 2020-10-13 04:20:19,336 - mmaction - INFO - Epoch [38][4140/5010] lr: 7.500e-04, eta: 17:11:33, time: 0.960, data_time: 0.005, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9042, loss_cls: 1.0195, loss: 1.0195, grad_norm: 7.4635 2020-10-13 04:20:38,756 - mmaction - INFO - Epoch [38][4160/5010] lr: 7.500e-04, eta: 17:11:12, time: 0.969, data_time: 0.005, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9156, loss_cls: 0.9684, loss: 0.9684, grad_norm: 7.5264 2020-10-13 04:20:58,908 - mmaction - INFO - Epoch [38][4180/5010] lr: 7.500e-04, eta: 17:10:52, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9063, loss_cls: 0.9730, loss: 0.9730, grad_norm: 7.4051 2020-10-13 04:21:18,645 - mmaction - INFO - Epoch [38][4200/5010] lr: 7.500e-04, eta: 17:10:32, time: 0.985, data_time: 0.004, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9302, loss_cls: 0.9475, loss: 0.9475, grad_norm: 7.4546 2020-10-13 04:21:38,349 - mmaction - INFO - Epoch [38][4220/5010] lr: 7.500e-04, eta: 17:10:11, time: 0.987, data_time: 0.006, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9083, loss_cls: 1.0091, loss: 1.0091, grad_norm: 7.4773 2020-10-13 04:21:58,293 - mmaction - INFO - Epoch [38][4240/5010] lr: 7.500e-04, eta: 17:09:51, time: 0.995, data_time: 0.004, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9083, loss_cls: 0.9317, loss: 0.9317, grad_norm: 7.0822 2020-10-13 04:22:17,830 - mmaction - INFO - Epoch [38][4260/5010] lr: 7.500e-04, eta: 17:09:30, time: 0.979, data_time: 0.005, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9240, loss_cls: 0.8389, loss: 0.8389, grad_norm: 6.7045 2020-10-13 04:22:37,563 - mmaction - INFO - Epoch [38][4280/5010] lr: 7.500e-04, eta: 17:09:10, time: 0.987, data_time: 0.004, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9208, loss_cls: 0.9695, loss: 0.9695, grad_norm: 7.6719 2020-10-13 04:22:56,731 - mmaction - INFO - Epoch [38][4300/5010] lr: 7.500e-04, eta: 17:08:49, time: 0.958, data_time: 0.005, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9323, loss_cls: 0.8722, loss: 0.8722, grad_norm: 6.8747 2020-10-13 04:23:16,597 - mmaction - INFO - Epoch [38][4320/5010] lr: 7.500e-04, eta: 17:08:29, time: 0.993, data_time: 0.003, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9240, loss_cls: 0.8525, loss: 0.8525, grad_norm: 7.0484 2020-10-13 04:23:36,813 - mmaction - INFO - Epoch [38][4340/5010] lr: 7.500e-04, eta: 17:08:08, time: 1.011, data_time: 0.006, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9208, loss_cls: 0.9282, loss: 0.9282, grad_norm: 7.4284 2020-10-13 04:23:56,526 - mmaction - INFO - Epoch [38][4360/5010] lr: 7.500e-04, eta: 17:07:48, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.7375, top5_acc: 0.8885, loss_cls: 1.0621, loss: 1.0621, grad_norm: 7.7268 2020-10-13 04:24:16,124 - mmaction - INFO - Epoch [38][4380/5010] lr: 7.500e-04, eta: 17:07:27, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9135, loss_cls: 0.9516, loss: 0.9516, grad_norm: 7.4952 2020-10-13 04:24:36,863 - mmaction - INFO - Epoch [38][4400/5010] lr: 7.500e-04, eta: 17:07:07, time: 1.038, data_time: 0.006, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9156, loss_cls: 0.9309, loss: 0.9309, grad_norm: 7.3003 2020-10-13 04:24:57,495 - mmaction - INFO - Epoch [38][4420/5010] lr: 7.500e-04, eta: 17:06:47, time: 1.030, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9135, loss_cls: 0.9812, loss: 0.9812, grad_norm: 7.4911 2020-10-13 04:25:16,587 - mmaction - INFO - Epoch [38][4440/5010] lr: 7.500e-04, eta: 17:06:26, time: 0.956, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9187, loss_cls: 0.9227, loss: 0.9227, grad_norm: 7.1065 2020-10-13 04:25:36,115 - mmaction - INFO - Epoch [38][4460/5010] lr: 7.500e-04, eta: 17:06:06, time: 0.975, data_time: 0.005, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9094, loss_cls: 0.9795, loss: 0.9795, grad_norm: 7.5136 2020-10-13 04:25:56,510 - mmaction - INFO - Epoch [38][4480/5010] lr: 7.500e-04, eta: 17:05:45, time: 1.020, data_time: 0.006, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9177, loss_cls: 0.9450, loss: 0.9450, grad_norm: 7.3972 2020-10-13 04:26:16,063 - mmaction - INFO - Epoch [38][4500/5010] lr: 7.500e-04, eta: 17:05:25, time: 0.977, data_time: 0.006, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9094, loss_cls: 0.9580, loss: 0.9580, grad_norm: 7.4156 2020-10-13 04:26:35,345 - mmaction - INFO - Epoch [38][4520/5010] lr: 7.500e-04, eta: 17:05:04, time: 0.966, data_time: 0.006, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.9475, loss: 0.9475, grad_norm: 7.2793 2020-10-13 04:26:54,866 - mmaction - INFO - Epoch [38][4540/5010] lr: 7.500e-04, eta: 17:04:44, time: 0.976, data_time: 0.003, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9229, loss_cls: 0.9853, loss: 0.9853, grad_norm: 7.6056 2020-10-13 04:27:15,474 - mmaction - INFO - Epoch [38][4560/5010] lr: 7.500e-04, eta: 17:04:24, time: 1.027, data_time: 0.004, memory: 10398, top1_acc: 0.7187, top5_acc: 0.8927, loss_cls: 1.0760, loss: 1.0760, grad_norm: 7.5748 2020-10-13 04:27:34,518 - mmaction - INFO - Epoch [38][4580/5010] lr: 7.500e-04, eta: 17:04:03, time: 0.954, data_time: 0.007, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9073, loss_cls: 1.0148, loss: 1.0148, grad_norm: 7.2066 2020-10-13 04:27:53,806 - mmaction - INFO - Epoch [38][4600/5010] lr: 7.500e-04, eta: 17:03:42, time: 0.965, data_time: 0.003, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9094, loss_cls: 0.9538, loss: 0.9538, grad_norm: 7.3495 2020-10-13 04:28:13,860 - mmaction - INFO - Epoch [38][4620/5010] lr: 7.500e-04, eta: 17:03:22, time: 1.001, data_time: 0.005, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9260, loss_cls: 0.9353, loss: 0.9353, grad_norm: 7.3380 2020-10-13 04:28:33,334 - mmaction - INFO - Epoch [38][4640/5010] lr: 7.500e-04, eta: 17:03:01, time: 0.976, data_time: 0.006, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9156, loss_cls: 1.0104, loss: 1.0104, grad_norm: 7.5030 2020-10-13 04:28:52,589 - mmaction - INFO - Epoch [38][4660/5010] lr: 7.500e-04, eta: 17:02:41, time: 0.962, data_time: 0.002, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9104, loss_cls: 0.9556, loss: 0.9556, grad_norm: 7.2649 2020-10-13 04:29:12,416 - mmaction - INFO - Epoch [38][4680/5010] lr: 7.500e-04, eta: 17:02:20, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9104, loss_cls: 1.0034, loss: 1.0034, grad_norm: 7.4076 2020-10-13 04:29:31,912 - mmaction - INFO - Epoch [38][4700/5010] lr: 7.500e-04, eta: 17:02:00, time: 0.978, data_time: 0.007, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9229, loss_cls: 0.9045, loss: 0.9045, grad_norm: 7.4365 2020-10-13 04:29:51,275 - mmaction - INFO - Epoch [38][4720/5010] lr: 7.500e-04, eta: 17:01:39, time: 0.968, data_time: 0.002, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9156, loss_cls: 1.0083, loss: 1.0083, grad_norm: 7.8130 2020-10-13 04:30:10,641 - mmaction - INFO - Epoch [38][4740/5010] lr: 7.500e-04, eta: 17:01:18, time: 0.968, data_time: 0.004, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9125, loss_cls: 0.9757, loss: 0.9757, grad_norm: 7.7357 2020-10-13 04:30:30,028 - mmaction - INFO - Epoch [38][4760/5010] lr: 7.500e-04, eta: 17:00:58, time: 0.969, data_time: 0.002, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9115, loss_cls: 1.0059, loss: 1.0059, grad_norm: 7.3104 2020-10-13 04:30:49,605 - mmaction - INFO - Epoch [38][4780/5010] lr: 7.500e-04, eta: 17:00:37, time: 0.979, data_time: 0.002, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9104, loss_cls: 0.9675, loss: 0.9675, grad_norm: 7.0564 2020-10-13 04:31:09,354 - mmaction - INFO - Epoch [38][4800/5010] lr: 7.500e-04, eta: 17:00:17, time: 0.986, data_time: 0.005, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9135, loss_cls: 1.0040, loss: 1.0040, grad_norm: 7.4647 2020-10-13 04:31:28,753 - mmaction - INFO - Epoch [38][4820/5010] lr: 7.500e-04, eta: 16:59:56, time: 0.972, data_time: 0.005, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9042, loss_cls: 1.0075, loss: 1.0075, grad_norm: 7.6675 2020-10-13 04:31:48,253 - mmaction - INFO - Epoch [38][4840/5010] lr: 7.500e-04, eta: 16:59:36, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.7177, top5_acc: 0.9000, loss_cls: 1.0751, loss: 1.0751, grad_norm: 7.7059 2020-10-13 04:32:07,583 - mmaction - INFO - Epoch [38][4860/5010] lr: 7.500e-04, eta: 16:59:15, time: 0.965, data_time: 0.004, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9167, loss_cls: 0.9892, loss: 0.9892, grad_norm: 7.4566 2020-10-13 04:32:26,945 - mmaction - INFO - Epoch [38][4880/5010] lr: 7.500e-04, eta: 16:58:55, time: 0.970, data_time: 0.005, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9281, loss_cls: 0.8364, loss: 0.8364, grad_norm: 7.2012 2020-10-13 04:32:46,884 - mmaction - INFO - Epoch [38][4900/5010] lr: 7.500e-04, eta: 16:58:34, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9177, loss_cls: 0.9672, loss: 0.9672, grad_norm: 7.5405 2020-10-13 04:33:06,047 - mmaction - INFO - Epoch [38][4920/5010] lr: 7.500e-04, eta: 16:58:14, time: 0.958, data_time: 0.006, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9313, loss_cls: 0.8669, loss: 0.8669, grad_norm: 7.1268 2020-10-13 04:33:25,587 - mmaction - INFO - Epoch [38][4940/5010] lr: 7.500e-04, eta: 16:57:53, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9229, loss_cls: 0.9481, loss: 0.9481, grad_norm: 7.4827 2020-10-13 04:33:45,149 - mmaction - INFO - Epoch [38][4960/5010] lr: 7.500e-04, eta: 16:57:32, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9219, loss_cls: 0.9500, loss: 0.9500, grad_norm: 7.2566 2020-10-13 04:34:05,116 - mmaction - INFO - Epoch [38][4980/5010] lr: 7.500e-04, eta: 16:57:12, time: 1.000, data_time: 0.005, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9292, loss_cls: 0.8783, loss: 0.8783, grad_norm: 7.1691 2020-10-13 04:34:24,185 - mmaction - INFO - Epoch [38][5000/5010] lr: 7.500e-04, eta: 16:56:51, time: 0.953, data_time: 0.006, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9219, loss_cls: 0.8751, loss: 0.8751, grad_norm: 7.2456 2020-10-13 04:35:04,239 - mmaction - INFO - Epoch [39][20/5010] lr: 7.500e-04, eta: 16:56:21, time: 1.533, data_time: 0.678, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9115, loss_cls: 1.0283, loss: 1.0283, grad_norm: 7.7908 2020-10-13 04:35:22,224 - mmaction - INFO - Epoch [39][40/5010] lr: 7.500e-04, eta: 16:56:00, time: 0.900, data_time: 0.002, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9302, loss_cls: 0.9176, loss: 0.9176, grad_norm: 7.3363 2020-10-13 04:35:41,622 - mmaction - INFO - Epoch [39][60/5010] lr: 7.500e-04, eta: 16:55:39, time: 0.970, data_time: 0.002, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9073, loss_cls: 0.9969, loss: 0.9969, grad_norm: 7.3928 2020-10-13 04:36:03,373 - mmaction - INFO - Epoch [39][80/5010] lr: 7.500e-04, eta: 16:55:20, time: 1.086, data_time: 0.005, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9260, loss_cls: 0.9221, loss: 0.9221, grad_norm: 7.1103 2020-10-13 04:36:21,935 - mmaction - INFO - Epoch [39][100/5010] lr: 7.500e-04, eta: 16:54:59, time: 0.929, data_time: 0.005, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9271, loss_cls: 0.9046, loss: 0.9046, grad_norm: 7.2112 2020-10-13 04:36:41,599 - mmaction - INFO - Epoch [39][120/5010] lr: 7.500e-04, eta: 16:54:38, time: 0.984, data_time: 0.002, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9104, loss_cls: 0.9797, loss: 0.9797, grad_norm: 7.3132 2020-10-13 04:37:00,698 - mmaction - INFO - Epoch [39][140/5010] lr: 7.500e-04, eta: 16:54:18, time: 0.951, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9125, loss_cls: 0.9929, loss: 0.9929, grad_norm: 7.5702 2020-10-13 04:37:20,178 - mmaction - INFO - Epoch [39][160/5010] lr: 7.500e-04, eta: 16:53:57, time: 0.977, data_time: 0.007, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9208, loss_cls: 0.9379, loss: 0.9379, grad_norm: 7.2956 2020-10-13 04:37:40,630 - mmaction - INFO - Epoch [39][180/5010] lr: 7.500e-04, eta: 16:53:37, time: 1.023, data_time: 0.005, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9125, loss_cls: 0.9495, loss: 0.9495, grad_norm: 6.8055 2020-10-13 04:38:01,026 - mmaction - INFO - Epoch [39][200/5010] lr: 7.500e-04, eta: 16:53:17, time: 1.018, data_time: 0.006, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9271, loss_cls: 0.9126, loss: 0.9126, grad_norm: 7.0475 2020-10-13 04:38:20,913 - mmaction - INFO - Epoch [39][220/5010] lr: 7.500e-04, eta: 16:52:56, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9146, loss_cls: 0.9774, loss: 0.9774, grad_norm: 7.3761 2020-10-13 04:38:39,782 - mmaction - INFO - Epoch [39][240/5010] lr: 7.500e-04, eta: 16:52:35, time: 0.942, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9302, loss_cls: 0.9027, loss: 0.9027, grad_norm: 7.3584 2020-10-13 04:38:59,723 - mmaction - INFO - Epoch [39][260/5010] lr: 7.500e-04, eta: 16:52:15, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9281, loss_cls: 0.9176, loss: 0.9176, grad_norm: 7.1662 2020-10-13 04:39:19,664 - mmaction - INFO - Epoch [39][280/5010] lr: 7.500e-04, eta: 16:51:55, time: 0.997, data_time: 0.006, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9208, loss_cls: 0.9141, loss: 0.9141, grad_norm: 7.2881 2020-10-13 04:39:38,783 - mmaction - INFO - Epoch [39][300/5010] lr: 7.500e-04, eta: 16:51:34, time: 0.957, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9125, loss_cls: 0.9702, loss: 0.9702, grad_norm: 7.4095 2020-10-13 04:39:58,778 - mmaction - INFO - Epoch [39][320/5010] lr: 7.500e-04, eta: 16:51:14, time: 0.998, data_time: 0.006, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9177, loss_cls: 0.8924, loss: 0.8924, grad_norm: 7.2947 2020-10-13 04:40:18,082 - mmaction - INFO - Epoch [39][340/5010] lr: 7.500e-04, eta: 16:50:53, time: 0.967, data_time: 0.006, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9198, loss_cls: 0.9154, loss: 0.9154, grad_norm: 7.3577 2020-10-13 04:40:37,582 - mmaction - INFO - Epoch [39][360/5010] lr: 7.500e-04, eta: 16:50:32, time: 0.973, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9281, loss_cls: 0.9037, loss: 0.9037, grad_norm: 7.1162 2020-10-13 04:40:56,931 - mmaction - INFO - Epoch [39][380/5010] lr: 7.500e-04, eta: 16:50:12, time: 0.969, data_time: 0.005, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9094, loss_cls: 0.9915, loss: 0.9915, grad_norm: 7.4115 2020-10-13 04:41:16,126 - mmaction - INFO - Epoch [39][400/5010] lr: 7.500e-04, eta: 16:49:51, time: 0.958, data_time: 0.006, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9177, loss_cls: 1.0203, loss: 1.0203, grad_norm: 7.4814 2020-10-13 04:41:35,561 - mmaction - INFO - Epoch [39][420/5010] lr: 7.500e-04, eta: 16:49:31, time: 0.973, data_time: 0.006, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9219, loss_cls: 0.9236, loss: 0.9236, grad_norm: 7.3276 2020-10-13 04:41:55,262 - mmaction - INFO - Epoch [39][440/5010] lr: 7.500e-04, eta: 16:49:10, time: 0.983, data_time: 0.004, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9167, loss_cls: 0.8951, loss: 0.8951, grad_norm: 7.2323 2020-10-13 04:42:14,978 - mmaction - INFO - Epoch [39][460/5010] lr: 7.500e-04, eta: 16:48:50, time: 0.988, data_time: 0.006, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9281, loss_cls: 0.9214, loss: 0.9214, grad_norm: 7.3329 2020-10-13 04:42:34,781 - mmaction - INFO - Epoch [39][480/5010] lr: 7.500e-04, eta: 16:48:29, time: 0.990, data_time: 0.007, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9240, loss_cls: 0.9230, loss: 0.9230, grad_norm: 7.2775 2020-10-13 04:42:53,652 - mmaction - INFO - Epoch [39][500/5010] lr: 7.500e-04, eta: 16:48:08, time: 0.944, data_time: 0.002, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9146, loss_cls: 0.9718, loss: 0.9718, grad_norm: 7.2791 2020-10-13 04:43:13,022 - mmaction - INFO - Epoch [39][520/5010] lr: 7.500e-04, eta: 16:47:48, time: 0.967, data_time: 0.006, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9292, loss_cls: 0.8772, loss: 0.8772, grad_norm: 7.2623 2020-10-13 04:43:33,665 - mmaction - INFO - Epoch [39][540/5010] lr: 7.500e-04, eta: 16:47:28, time: 1.034, data_time: 0.005, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9156, loss_cls: 0.9980, loss: 0.9980, grad_norm: 7.6360 2020-10-13 04:43:52,475 - mmaction - INFO - Epoch [39][560/5010] lr: 7.500e-04, eta: 16:47:07, time: 0.940, data_time: 0.002, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9135, loss_cls: 0.9069, loss: 0.9069, grad_norm: 7.1817 2020-10-13 04:44:11,910 - mmaction - INFO - Epoch [39][580/5010] lr: 7.500e-04, eta: 16:46:46, time: 0.970, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9292, loss_cls: 0.9309, loss: 0.9309, grad_norm: 7.3369 2020-10-13 04:44:31,384 - mmaction - INFO - Epoch [39][600/5010] lr: 7.500e-04, eta: 16:46:26, time: 0.976, data_time: 0.006, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9219, loss_cls: 0.9186, loss: 0.9186, grad_norm: 7.1945 2020-10-13 04:44:51,593 - mmaction - INFO - Epoch [39][620/5010] lr: 7.500e-04, eta: 16:46:06, time: 1.010, data_time: 0.002, memory: 10398, top1_acc: 0.7542, top5_acc: 0.8990, loss_cls: 1.0063, loss: 1.0063, grad_norm: 7.3962 2020-10-13 04:45:10,576 - mmaction - INFO - Epoch [39][640/5010] lr: 7.500e-04, eta: 16:45:45, time: 0.949, data_time: 0.005, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9323, loss_cls: 0.8837, loss: 0.8837, grad_norm: 7.3277 2020-10-13 04:45:29,363 - mmaction - INFO - Epoch [39][660/5010] lr: 7.500e-04, eta: 16:45:24, time: 0.939, data_time: 0.002, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9219, loss_cls: 0.9303, loss: 0.9303, grad_norm: 7.0900 2020-10-13 04:45:48,517 - mmaction - INFO - Epoch [39][680/5010] lr: 7.500e-04, eta: 16:45:03, time: 0.958, data_time: 0.002, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9167, loss_cls: 0.9656, loss: 0.9656, grad_norm: 7.6013 2020-10-13 04:46:07,720 - mmaction - INFO - Epoch [39][700/5010] lr: 7.500e-04, eta: 16:44:43, time: 0.959, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9135, loss_cls: 0.9952, loss: 0.9952, grad_norm: 7.4529 2020-10-13 04:46:27,114 - mmaction - INFO - Epoch [39][720/5010] lr: 7.500e-04, eta: 16:44:22, time: 0.971, data_time: 0.005, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9104, loss_cls: 0.9320, loss: 0.9320, grad_norm: 7.1824 2020-10-13 04:46:46,473 - mmaction - INFO - Epoch [39][740/5010] lr: 7.500e-04, eta: 16:44:02, time: 0.968, data_time: 0.002, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9135, loss_cls: 0.9423, loss: 0.9423, grad_norm: 7.1123 2020-10-13 04:47:06,139 - mmaction - INFO - Epoch [39][760/5010] lr: 7.500e-04, eta: 16:43:41, time: 0.981, data_time: 0.004, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9125, loss_cls: 0.9074, loss: 0.9074, grad_norm: 7.3964 2020-10-13 04:47:25,273 - mmaction - INFO - Epoch [39][780/5010] lr: 7.500e-04, eta: 16:43:21, time: 0.959, data_time: 0.006, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9208, loss_cls: 0.9006, loss: 0.9006, grad_norm: 7.1776 2020-10-13 04:47:44,329 - mmaction - INFO - Epoch [39][800/5010] lr: 7.500e-04, eta: 16:43:00, time: 0.953, data_time: 0.002, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9281, loss_cls: 0.9214, loss: 0.9214, grad_norm: 7.4985 2020-10-13 04:48:04,056 - mmaction - INFO - Epoch [39][820/5010] lr: 7.500e-04, eta: 16:42:39, time: 0.985, data_time: 0.004, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9313, loss_cls: 0.9163, loss: 0.9163, grad_norm: 7.2703 2020-10-13 04:48:23,246 - mmaction - INFO - Epoch [39][840/5010] lr: 7.500e-04, eta: 16:42:19, time: 0.961, data_time: 0.005, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9260, loss_cls: 0.8627, loss: 0.8627, grad_norm: 6.9860 2020-10-13 04:48:42,523 - mmaction - INFO - Epoch [39][860/5010] lr: 7.500e-04, eta: 16:41:58, time: 0.964, data_time: 0.002, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9354, loss_cls: 0.8266, loss: 0.8266, grad_norm: 7.0501 2020-10-13 04:49:01,837 - mmaction - INFO - Epoch [39][880/5010] lr: 7.500e-04, eta: 16:41:38, time: 0.964, data_time: 0.005, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9219, loss_cls: 0.9294, loss: 0.9294, grad_norm: 7.4512 2020-10-13 04:49:21,336 - mmaction - INFO - Epoch [39][900/5010] lr: 7.500e-04, eta: 16:41:17, time: 0.976, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9042, loss_cls: 0.9433, loss: 0.9433, grad_norm: 7.2946 2020-10-13 04:49:40,580 - mmaction - INFO - Epoch [39][920/5010] lr: 7.500e-04, eta: 16:40:56, time: 0.962, data_time: 0.004, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9260, loss_cls: 0.9386, loss: 0.9386, grad_norm: 7.1979 2020-10-13 04:50:00,443 - mmaction - INFO - Epoch [39][940/5010] lr: 7.500e-04, eta: 16:40:36, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9188, loss_cls: 0.8937, loss: 0.8937, grad_norm: 7.1315 2020-10-13 04:50:19,453 - mmaction - INFO - Epoch [39][960/5010] lr: 7.500e-04, eta: 16:40:15, time: 0.952, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9260, loss_cls: 0.8865, loss: 0.8865, grad_norm: 7.0380 2020-10-13 04:50:39,146 - mmaction - INFO - Epoch [39][980/5010] lr: 7.500e-04, eta: 16:39:55, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9146, loss_cls: 1.0023, loss: 1.0023, grad_norm: 7.4939 2020-10-13 04:50:58,048 - mmaction - INFO - Epoch [39][1000/5010] lr: 7.500e-04, eta: 16:39:34, time: 0.947, data_time: 0.005, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9156, loss_cls: 0.9610, loss: 0.9610, grad_norm: 7.3578 2020-10-13 04:51:17,458 - mmaction - INFO - Epoch [39][1020/5010] lr: 7.500e-04, eta: 16:39:14, time: 0.969, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9229, loss_cls: 0.9392, loss: 0.9392, grad_norm: 6.9510 2020-10-13 04:51:36,622 - mmaction - INFO - Epoch [39][1040/5010] lr: 7.500e-04, eta: 16:38:53, time: 0.960, data_time: 0.005, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9135, loss_cls: 0.9548, loss: 0.9548, grad_norm: 7.2017 2020-10-13 04:51:55,769 - mmaction - INFO - Epoch [39][1060/5010] lr: 7.500e-04, eta: 16:38:32, time: 0.954, data_time: 0.005, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9271, loss_cls: 0.9537, loss: 0.9537, grad_norm: 7.2712 2020-10-13 04:52:14,872 - mmaction - INFO - Epoch [39][1080/5010] lr: 7.500e-04, eta: 16:38:12, time: 0.958, data_time: 0.007, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9219, loss_cls: 0.8549, loss: 0.8549, grad_norm: 6.8232 2020-10-13 04:52:35,079 - mmaction - INFO - Epoch [39][1100/5010] lr: 7.500e-04, eta: 16:37:51, time: 1.010, data_time: 0.003, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9188, loss_cls: 0.9271, loss: 0.9271, grad_norm: 7.3427 2020-10-13 04:52:54,188 - mmaction - INFO - Epoch [39][1120/5010] lr: 7.500e-04, eta: 16:37:31, time: 0.956, data_time: 0.002, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9156, loss_cls: 0.9829, loss: 0.9829, grad_norm: 7.3667 2020-10-13 04:53:14,625 - mmaction - INFO - Epoch [39][1140/5010] lr: 7.500e-04, eta: 16:37:10, time: 1.021, data_time: 0.006, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9323, loss_cls: 0.8942, loss: 0.8942, grad_norm: 7.1965 2020-10-13 04:53:33,456 - mmaction - INFO - Epoch [39][1160/5010] lr: 7.500e-04, eta: 16:36:50, time: 0.942, data_time: 0.004, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9292, loss_cls: 0.8864, loss: 0.8864, grad_norm: 6.8319 2020-10-13 04:53:53,325 - mmaction - INFO - Epoch [39][1180/5010] lr: 7.500e-04, eta: 16:36:29, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9312, loss_cls: 0.9333, loss: 0.9333, grad_norm: 7.8769 2020-10-13 04:54:13,206 - mmaction - INFO - Epoch [39][1200/5010] lr: 7.500e-04, eta: 16:36:09, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9240, loss_cls: 0.9400, loss: 0.9400, grad_norm: 7.2228 2020-10-13 04:54:32,885 - mmaction - INFO - Epoch [39][1220/5010] lr: 7.500e-04, eta: 16:35:48, time: 0.986, data_time: 0.007, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9125, loss_cls: 0.9475, loss: 0.9475, grad_norm: 7.3849 2020-10-13 04:54:52,604 - mmaction - INFO - Epoch [39][1240/5010] lr: 7.500e-04, eta: 16:35:28, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9042, loss_cls: 1.0073, loss: 1.0073, grad_norm: 7.6492 2020-10-13 04:55:11,279 - mmaction - INFO - Epoch [39][1260/5010] lr: 7.500e-04, eta: 16:35:07, time: 0.931, data_time: 0.004, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9229, loss_cls: 0.8724, loss: 0.8724, grad_norm: 7.1811 2020-10-13 04:55:30,377 - mmaction - INFO - Epoch [39][1280/5010] lr: 7.500e-04, eta: 16:34:46, time: 0.957, data_time: 0.006, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9177, loss_cls: 0.9292, loss: 0.9292, grad_norm: 7.1848 2020-10-13 04:55:49,982 - mmaction - INFO - Epoch [39][1300/5010] lr: 7.500e-04, eta: 16:34:26, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9083, loss_cls: 1.0101, loss: 1.0101, grad_norm: 7.6345 2020-10-13 04:56:09,239 - mmaction - INFO - Epoch [39][1320/5010] lr: 7.500e-04, eta: 16:34:05, time: 0.961, data_time: 0.004, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9125, loss_cls: 0.9969, loss: 0.9969, grad_norm: 7.6372 2020-10-13 04:56:29,565 - mmaction - INFO - Epoch [39][1340/5010] lr: 7.500e-04, eta: 16:33:45, time: 1.018, data_time: 0.005, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9115, loss_cls: 0.9715, loss: 0.9715, grad_norm: 7.4188 2020-10-13 04:56:49,587 - mmaction - INFO - Epoch [39][1360/5010] lr: 7.500e-04, eta: 16:33:25, time: 1.001, data_time: 0.002, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9219, loss_cls: 0.8707, loss: 0.8707, grad_norm: 7.0393 2020-10-13 04:57:08,459 - mmaction - INFO - Epoch [39][1380/5010] lr: 7.500e-04, eta: 16:33:04, time: 0.940, data_time: 0.004, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9219, loss_cls: 0.9364, loss: 0.9364, grad_norm: 7.6047 2020-10-13 04:57:29,670 - mmaction - INFO - Epoch [39][1400/5010] lr: 7.500e-04, eta: 16:32:44, time: 1.064, data_time: 0.007, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9042, loss_cls: 0.9975, loss: 0.9975, grad_norm: 7.4878 2020-10-13 04:57:48,262 - mmaction - INFO - Epoch [39][1420/5010] lr: 7.500e-04, eta: 16:32:23, time: 0.929, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9156, loss_cls: 0.9255, loss: 0.9255, grad_norm: 7.2222 2020-10-13 04:58:08,095 - mmaction - INFO - Epoch [39][1440/5010] lr: 7.500e-04, eta: 16:32:03, time: 0.990, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9208, loss_cls: 0.9002, loss: 0.9002, grad_norm: 7.3159 2020-10-13 04:58:27,115 - mmaction - INFO - Epoch [39][1460/5010] lr: 7.500e-04, eta: 16:31:42, time: 0.953, data_time: 0.005, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9260, loss_cls: 0.9124, loss: 0.9124, grad_norm: 7.4348 2020-10-13 04:58:46,879 - mmaction - INFO - Epoch [39][1480/5010] lr: 7.500e-04, eta: 16:31:22, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9271, loss_cls: 0.8899, loss: 0.8899, grad_norm: 7.3504 2020-10-13 04:59:06,319 - mmaction - INFO - Epoch [39][1500/5010] lr: 7.500e-04, eta: 16:31:01, time: 0.970, data_time: 0.005, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9063, loss_cls: 1.0217, loss: 1.0217, grad_norm: 7.6172 2020-10-13 04:59:25,075 - mmaction - INFO - Epoch [39][1520/5010] lr: 7.500e-04, eta: 16:30:40, time: 0.940, data_time: 0.006, memory: 10398, top1_acc: 0.7333, top5_acc: 0.9094, loss_cls: 1.0123, loss: 1.0123, grad_norm: 7.6434 2020-10-13 04:59:44,988 - mmaction - INFO - Epoch [39][1540/5010] lr: 7.500e-04, eta: 16:30:20, time: 0.995, data_time: 0.002, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9198, loss_cls: 0.9403, loss: 0.9403, grad_norm: 7.3006 2020-10-13 05:00:11,861 - mmaction - INFO - Epoch [39][1560/5010] lr: 7.500e-04, eta: 16:30:02, time: 1.336, data_time: 0.018, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9187, loss_cls: 0.9183, loss: 0.9183, grad_norm: 7.2727 2020-10-13 05:00:29,419 - mmaction - INFO - Epoch [39][1580/5010] lr: 7.500e-04, eta: 16:29:41, time: 0.882, data_time: 0.022, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9146, loss_cls: 1.0093, loss: 1.0093, grad_norm: 7.5880 2020-10-13 05:00:48,645 - mmaction - INFO - Epoch [39][1600/5010] lr: 7.500e-04, eta: 16:29:20, time: 0.966, data_time: 0.006, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9219, loss_cls: 0.9231, loss: 0.9231, grad_norm: 7.5301 2020-10-13 05:01:07,369 - mmaction - INFO - Epoch [39][1620/5010] lr: 7.500e-04, eta: 16:28:59, time: 0.933, data_time: 0.004, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9198, loss_cls: 0.9536, loss: 0.9536, grad_norm: 7.4328 2020-10-13 05:01:26,470 - mmaction - INFO - Epoch [39][1640/5010] lr: 7.500e-04, eta: 16:28:39, time: 0.957, data_time: 0.007, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9167, loss_cls: 0.9217, loss: 0.9217, grad_norm: 7.0470 2020-10-13 05:01:45,821 - mmaction - INFO - Epoch [39][1660/5010] lr: 7.500e-04, eta: 16:28:18, time: 0.969, data_time: 0.003, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9156, loss_cls: 0.9459, loss: 0.9459, grad_norm: 7.2890 2020-10-13 05:02:04,966 - mmaction - INFO - Epoch [39][1680/5010] lr: 7.500e-04, eta: 16:27:57, time: 0.956, data_time: 0.005, memory: 10398, top1_acc: 0.7250, top5_acc: 0.8948, loss_cls: 1.0739, loss: 1.0739, grad_norm: 7.9443 2020-10-13 05:02:24,271 - mmaction - INFO - Epoch [39][1700/5010] lr: 7.500e-04, eta: 16:27:37, time: 0.967, data_time: 0.005, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9198, loss_cls: 0.9520, loss: 0.9520, grad_norm: 7.4993 2020-10-13 05:02:43,157 - mmaction - INFO - Epoch [39][1720/5010] lr: 7.500e-04, eta: 16:27:16, time: 0.944, data_time: 0.002, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9167, loss_cls: 0.9755, loss: 0.9755, grad_norm: 7.7044 2020-10-13 05:03:02,068 - mmaction - INFO - Epoch [39][1740/5010] lr: 7.500e-04, eta: 16:26:55, time: 0.944, data_time: 0.005, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9208, loss_cls: 0.9541, loss: 0.9541, grad_norm: 7.5015 2020-10-13 05:03:21,335 - mmaction - INFO - Epoch [39][1760/5010] lr: 7.500e-04, eta: 16:26:35, time: 0.964, data_time: 0.005, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9250, loss_cls: 0.8501, loss: 0.8501, grad_norm: 6.9142 2020-10-13 05:03:40,516 - mmaction - INFO - Epoch [39][1780/5010] lr: 7.500e-04, eta: 16:26:14, time: 0.961, data_time: 0.005, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9083, loss_cls: 0.9271, loss: 0.9271, grad_norm: 7.2303 2020-10-13 05:03:59,698 - mmaction - INFO - Epoch [39][1800/5010] lr: 7.500e-04, eta: 16:25:53, time: 0.957, data_time: 0.005, memory: 10398, top1_acc: 0.7437, top5_acc: 0.9177, loss_cls: 0.9793, loss: 0.9793, grad_norm: 7.6073 2020-10-13 05:04:19,892 - mmaction - INFO - Epoch [39][1820/5010] lr: 7.500e-04, eta: 16:25:33, time: 1.012, data_time: 0.006, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9094, loss_cls: 0.9881, loss: 0.9881, grad_norm: 7.6428 2020-10-13 05:04:38,928 - mmaction - INFO - Epoch [39][1840/5010] lr: 7.500e-04, eta: 16:25:12, time: 0.950, data_time: 0.005, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9167, loss_cls: 0.9674, loss: 0.9674, grad_norm: 7.4082 2020-10-13 05:04:57,699 - mmaction - INFO - Epoch [39][1860/5010] lr: 7.500e-04, eta: 16:24:52, time: 0.940, data_time: 0.006, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9219, loss_cls: 0.8682, loss: 0.8682, grad_norm: 7.4599 2020-10-13 05:05:17,248 - mmaction - INFO - Epoch [39][1880/5010] lr: 7.500e-04, eta: 16:24:31, time: 0.978, data_time: 0.002, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9042, loss_cls: 1.0261, loss: 1.0261, grad_norm: 7.4733 2020-10-13 05:05:36,271 - mmaction - INFO - Epoch [39][1900/5010] lr: 7.500e-04, eta: 16:24:11, time: 0.949, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9219, loss_cls: 0.9357, loss: 0.9357, grad_norm: 7.0302 2020-10-13 05:05:55,073 - mmaction - INFO - Epoch [39][1920/5010] lr: 7.500e-04, eta: 16:23:50, time: 0.943, data_time: 0.007, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9260, loss_cls: 0.9162, loss: 0.9162, grad_norm: 7.1648 2020-10-13 05:06:14,093 - mmaction - INFO - Epoch [39][1940/5010] lr: 7.500e-04, eta: 16:23:29, time: 0.948, data_time: 0.005, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9323, loss_cls: 0.8701, loss: 0.8701, grad_norm: 7.2934 2020-10-13 05:06:33,685 - mmaction - INFO - Epoch [39][1960/5010] lr: 7.500e-04, eta: 16:23:09, time: 0.983, data_time: 0.007, memory: 10398, top1_acc: 0.7500, top5_acc: 0.8979, loss_cls: 1.0314, loss: 1.0314, grad_norm: 7.6667 2020-10-13 05:06:52,799 - mmaction - INFO - Epoch [39][1980/5010] lr: 7.500e-04, eta: 16:22:48, time: 0.956, data_time: 0.003, memory: 10398, top1_acc: 0.7333, top5_acc: 0.8948, loss_cls: 1.0660, loss: 1.0660, grad_norm: 7.4900 2020-10-13 05:07:11,503 - mmaction - INFO - Epoch [39][2000/5010] lr: 7.500e-04, eta: 16:22:27, time: 0.933, data_time: 0.004, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9115, loss_cls: 0.9925, loss: 0.9925, grad_norm: 7.2994 2020-10-13 05:07:31,509 - mmaction - INFO - Epoch [39][2020/5010] lr: 7.500e-04, eta: 16:22:07, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9260, loss_cls: 0.9040, loss: 0.9040, grad_norm: 7.2387 2020-10-13 05:07:50,032 - mmaction - INFO - Epoch [39][2040/5010] lr: 7.500e-04, eta: 16:21:46, time: 0.926, data_time: 0.002, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9146, loss_cls: 0.9847, loss: 0.9847, grad_norm: 7.5020 2020-10-13 05:08:09,090 - mmaction - INFO - Epoch [39][2060/5010] lr: 7.500e-04, eta: 16:21:25, time: 0.951, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9104, loss_cls: 1.0029, loss: 1.0029, grad_norm: 7.3517 2020-10-13 05:08:28,594 - mmaction - INFO - Epoch [39][2080/5010] lr: 7.500e-04, eta: 16:21:05, time: 0.976, data_time: 0.006, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9229, loss_cls: 0.9286, loss: 0.9286, grad_norm: 7.4933 2020-10-13 05:08:47,407 - mmaction - INFO - Epoch [39][2100/5010] lr: 7.500e-04, eta: 16:20:44, time: 0.942, data_time: 0.003, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9104, loss_cls: 0.9396, loss: 0.9396, grad_norm: 7.2918 2020-10-13 05:09:06,521 - mmaction - INFO - Epoch [39][2120/5010] lr: 7.500e-04, eta: 16:20:24, time: 0.954, data_time: 0.005, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9260, loss_cls: 0.8924, loss: 0.8924, grad_norm: 7.1873 2020-10-13 05:09:26,118 - mmaction - INFO - Epoch [39][2140/5010] lr: 7.500e-04, eta: 16:20:03, time: 0.982, data_time: 0.005, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9104, loss_cls: 0.9899, loss: 0.9899, grad_norm: 7.6543 2020-10-13 05:09:45,204 - mmaction - INFO - Epoch [39][2160/5010] lr: 7.500e-04, eta: 16:19:42, time: 0.954, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9219, loss_cls: 0.9251, loss: 0.9251, grad_norm: 7.2364 2020-10-13 05:10:04,032 - mmaction - INFO - Epoch [39][2180/5010] lr: 7.500e-04, eta: 16:19:22, time: 0.941, data_time: 0.004, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9135, loss_cls: 0.9362, loss: 0.9362, grad_norm: 7.1778 2020-10-13 05:10:23,214 - mmaction - INFO - Epoch [39][2200/5010] lr: 7.500e-04, eta: 16:19:01, time: 0.959, data_time: 0.002, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9031, loss_cls: 1.0403, loss: 1.0403, grad_norm: 7.7938 2020-10-13 05:10:42,179 - mmaction - INFO - Epoch [39][2220/5010] lr: 7.500e-04, eta: 16:18:40, time: 0.948, data_time: 0.002, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9208, loss_cls: 0.9123, loss: 0.9123, grad_norm: 7.1705 2020-10-13 05:11:01,597 - mmaction - INFO - Epoch [39][2240/5010] lr: 7.500e-04, eta: 16:18:20, time: 0.968, data_time: 0.004, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9094, loss_cls: 1.0020, loss: 1.0020, grad_norm: 7.3597 2020-10-13 05:11:20,243 - mmaction - INFO - Epoch [39][2260/5010] lr: 7.500e-04, eta: 16:17:59, time: 0.936, data_time: 0.007, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9198, loss_cls: 0.9697, loss: 0.9697, grad_norm: 7.4071 2020-10-13 05:11:39,516 - mmaction - INFO - Epoch [39][2280/5010] lr: 7.500e-04, eta: 16:17:38, time: 0.962, data_time: 0.004, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9344, loss_cls: 0.8611, loss: 0.8611, grad_norm: 7.1644 2020-10-13 05:11:58,399 - mmaction - INFO - Epoch [39][2300/5010] lr: 7.500e-04, eta: 16:17:18, time: 0.946, data_time: 0.005, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9146, loss_cls: 0.9682, loss: 0.9682, grad_norm: 7.2625 2020-10-13 05:12:17,486 - mmaction - INFO - Epoch [39][2320/5010] lr: 7.500e-04, eta: 16:16:57, time: 0.954, data_time: 0.006, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9188, loss_cls: 0.9347, loss: 0.9347, grad_norm: 7.4642 2020-10-13 05:12:36,429 - mmaction - INFO - Epoch [39][2340/5010] lr: 7.500e-04, eta: 16:16:36, time: 0.946, data_time: 0.003, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9104, loss_cls: 0.9462, loss: 0.9462, grad_norm: 7.3112 2020-10-13 05:12:55,418 - mmaction - INFO - Epoch [39][2360/5010] lr: 7.500e-04, eta: 16:16:16, time: 0.951, data_time: 0.005, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9083, loss_cls: 0.9576, loss: 0.9576, grad_norm: 7.3695 2020-10-13 05:13:14,609 - mmaction - INFO - Epoch [39][2380/5010] lr: 7.500e-04, eta: 16:15:55, time: 0.958, data_time: 0.006, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9281, loss_cls: 0.9041, loss: 0.9041, grad_norm: 7.4145 2020-10-13 05:13:33,609 - mmaction - INFO - Epoch [39][2400/5010] lr: 7.500e-04, eta: 16:15:35, time: 0.952, data_time: 0.006, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9031, loss_cls: 0.9745, loss: 0.9745, grad_norm: 7.3644 2020-10-13 05:13:52,427 - mmaction - INFO - Epoch [39][2420/5010] lr: 7.500e-04, eta: 16:15:14, time: 0.941, data_time: 0.002, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9073, loss_cls: 0.9777, loss: 0.9777, grad_norm: 7.2138 2020-10-13 05:14:12,138 - mmaction - INFO - Epoch [39][2440/5010] lr: 7.500e-04, eta: 16:14:53, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9156, loss_cls: 0.9225, loss: 0.9225, grad_norm: 7.3098 2020-10-13 05:14:31,032 - mmaction - INFO - Epoch [39][2460/5010] lr: 7.500e-04, eta: 16:14:33, time: 0.948, data_time: 0.006, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9219, loss_cls: 0.9122, loss: 0.9122, grad_norm: 7.3941 2020-10-13 05:14:50,379 - mmaction - INFO - Epoch [39][2480/5010] lr: 7.500e-04, eta: 16:14:12, time: 0.967, data_time: 0.002, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9167, loss_cls: 0.9481, loss: 0.9481, grad_norm: 7.5533 2020-10-13 05:15:09,511 - mmaction - INFO - Epoch [39][2500/5010] lr: 7.500e-04, eta: 16:13:51, time: 0.957, data_time: 0.004, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9271, loss_cls: 0.9367, loss: 0.9367, grad_norm: 7.4538 2020-10-13 05:15:28,941 - mmaction - INFO - Epoch [39][2520/5010] lr: 7.500e-04, eta: 16:13:31, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.7188, top5_acc: 0.8917, loss_cls: 1.0625, loss: 1.0625, grad_norm: 7.7286 2020-10-13 05:15:48,080 - mmaction - INFO - Epoch [39][2540/5010] lr: 7.500e-04, eta: 16:13:10, time: 0.957, data_time: 0.002, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9063, loss_cls: 0.9790, loss: 0.9790, grad_norm: 7.2885 2020-10-13 05:16:07,081 - mmaction - INFO - Epoch [39][2560/5010] lr: 7.500e-04, eta: 16:12:50, time: 0.949, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9219, loss_cls: 0.9655, loss: 0.9655, grad_norm: 7.6273 2020-10-13 05:16:26,529 - mmaction - INFO - Epoch [39][2580/5010] lr: 7.500e-04, eta: 16:12:29, time: 0.974, data_time: 0.005, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9260, loss_cls: 0.8936, loss: 0.8936, grad_norm: 7.1585 2020-10-13 05:16:45,694 - mmaction - INFO - Epoch [39][2600/5010] lr: 7.500e-04, eta: 16:12:08, time: 0.958, data_time: 0.002, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9135, loss_cls: 0.9650, loss: 0.9650, grad_norm: 7.2827 2020-10-13 05:17:04,871 - mmaction - INFO - Epoch [39][2620/5010] lr: 7.500e-04, eta: 16:11:48, time: 0.957, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9188, loss_cls: 0.9067, loss: 0.9067, grad_norm: 7.0648 2020-10-13 05:17:24,947 - mmaction - INFO - Epoch [39][2640/5010] lr: 7.500e-04, eta: 16:11:28, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9167, loss_cls: 0.9448, loss: 0.9448, grad_norm: 7.0345 2020-10-13 05:17:43,710 - mmaction - INFO - Epoch [39][2660/5010] lr: 7.500e-04, eta: 16:11:07, time: 0.939, data_time: 0.003, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9177, loss_cls: 0.9450, loss: 0.9450, grad_norm: 7.4050 2020-10-13 05:18:02,921 - mmaction - INFO - Epoch [39][2680/5010] lr: 7.500e-04, eta: 16:10:46, time: 0.957, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9146, loss_cls: 0.9847, loss: 0.9847, grad_norm: 7.4954 2020-10-13 05:18:23,989 - mmaction - INFO - Epoch [39][2700/5010] lr: 7.500e-04, eta: 16:10:26, time: 1.056, data_time: 0.007, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9271, loss_cls: 0.8865, loss: 0.8865, grad_norm: 7.0890 2020-10-13 05:18:42,447 - mmaction - INFO - Epoch [39][2720/5010] lr: 7.500e-04, eta: 16:10:05, time: 0.923, data_time: 0.002, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9167, loss_cls: 0.9434, loss: 0.9434, grad_norm: 7.3782 2020-10-13 05:19:01,607 - mmaction - INFO - Epoch [39][2740/5010] lr: 7.500e-04, eta: 16:09:45, time: 0.955, data_time: 0.004, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9135, loss_cls: 0.9331, loss: 0.9331, grad_norm: 7.0713 2020-10-13 05:19:20,756 - mmaction - INFO - Epoch [39][2760/5010] lr: 7.500e-04, eta: 16:09:24, time: 0.960, data_time: 0.006, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9021, loss_cls: 1.0157, loss: 1.0157, grad_norm: 7.3920 2020-10-13 05:19:39,963 - mmaction - INFO - Epoch [39][2780/5010] lr: 7.500e-04, eta: 16:09:04, time: 0.959, data_time: 0.004, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9188, loss_cls: 0.9689, loss: 0.9689, grad_norm: 7.3559 2020-10-13 05:19:59,193 - mmaction - INFO - Epoch [39][2800/5010] lr: 7.500e-04, eta: 16:08:43, time: 0.963, data_time: 0.006, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9052, loss_cls: 0.9596, loss: 0.9596, grad_norm: 7.1389 2020-10-13 05:20:18,504 - mmaction - INFO - Epoch [39][2820/5010] lr: 7.500e-04, eta: 16:08:22, time: 0.963, data_time: 0.004, memory: 10398, top1_acc: 0.7313, top5_acc: 0.8958, loss_cls: 1.0699, loss: 1.0699, grad_norm: 7.3346 2020-10-13 05:20:38,780 - mmaction - INFO - Epoch [39][2840/5010] lr: 7.500e-04, eta: 16:08:02, time: 1.017, data_time: 0.007, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9271, loss_cls: 0.8349, loss: 0.8349, grad_norm: 6.9343 2020-10-13 05:20:57,777 - mmaction - INFO - Epoch [39][2860/5010] lr: 7.500e-04, eta: 16:07:41, time: 0.948, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9292, loss_cls: 0.9457, loss: 0.9457, grad_norm: 7.5596 2020-10-13 05:21:16,888 - mmaction - INFO - Epoch [39][2880/5010] lr: 7.500e-04, eta: 16:07:21, time: 0.957, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9187, loss_cls: 0.9605, loss: 0.9605, grad_norm: 7.3929 2020-10-13 05:21:36,427 - mmaction - INFO - Epoch [39][2900/5010] lr: 7.500e-04, eta: 16:07:00, time: 0.975, data_time: 0.004, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9208, loss_cls: 0.9072, loss: 0.9072, grad_norm: 7.1741 2020-10-13 05:21:56,207 - mmaction - INFO - Epoch [39][2920/5010] lr: 7.500e-04, eta: 16:06:40, time: 0.990, data_time: 0.005, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9073, loss_cls: 1.0110, loss: 1.0110, grad_norm: 7.5411 2020-10-13 05:22:15,449 - mmaction - INFO - Epoch [39][2940/5010] lr: 7.500e-04, eta: 16:06:19, time: 0.962, data_time: 0.006, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9063, loss_cls: 0.9888, loss: 0.9888, grad_norm: 7.4028 2020-10-13 05:22:34,742 - mmaction - INFO - Epoch [39][2960/5010] lr: 7.500e-04, eta: 16:05:59, time: 0.963, data_time: 0.002, memory: 10398, top1_acc: 0.7437, top5_acc: 0.9240, loss_cls: 0.9650, loss: 0.9650, grad_norm: 7.6647 2020-10-13 05:22:54,090 - mmaction - INFO - Epoch [39][2980/5010] lr: 7.500e-04, eta: 16:05:38, time: 0.969, data_time: 0.005, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9052, loss_cls: 0.9884, loss: 0.9884, grad_norm: 7.2790 2020-10-13 05:23:13,877 - mmaction - INFO - Epoch [39][3000/5010] lr: 7.500e-04, eta: 16:05:18, time: 0.986, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9260, loss_cls: 0.9053, loss: 0.9053, grad_norm: 7.2356 2020-10-13 05:23:33,200 - mmaction - INFO - Epoch [39][3020/5010] lr: 7.500e-04, eta: 16:04:57, time: 0.969, data_time: 0.006, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9146, loss_cls: 0.9604, loss: 0.9604, grad_norm: 7.3025 2020-10-13 05:23:52,407 - mmaction - INFO - Epoch [39][3040/5010] lr: 7.500e-04, eta: 16:04:37, time: 0.960, data_time: 0.002, memory: 10398, top1_acc: 0.7687, top5_acc: 0.9187, loss_cls: 0.9465, loss: 0.9465, grad_norm: 7.3967 2020-10-13 05:24:11,764 - mmaction - INFO - Epoch [39][3060/5010] lr: 7.500e-04, eta: 16:04:16, time: 0.967, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9219, loss_cls: 0.9550, loss: 0.9550, grad_norm: 7.5807 2020-10-13 05:24:30,903 - mmaction - INFO - Epoch [39][3080/5010] lr: 7.500e-04, eta: 16:03:55, time: 0.957, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9229, loss_cls: 0.9267, loss: 0.9267, grad_norm: 7.2522 2020-10-13 05:24:50,352 - mmaction - INFO - Epoch [39][3100/5010] lr: 7.500e-04, eta: 16:03:35, time: 0.974, data_time: 0.003, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9125, loss_cls: 1.0162, loss: 1.0162, grad_norm: 7.7204 2020-10-13 05:25:09,429 - mmaction - INFO - Epoch [39][3120/5010] lr: 7.500e-04, eta: 16:03:14, time: 0.952, data_time: 0.004, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9219, loss_cls: 0.8893, loss: 0.8893, grad_norm: 6.9106 2020-10-13 05:25:28,555 - mmaction - INFO - Epoch [39][3140/5010] lr: 7.500e-04, eta: 16:02:54, time: 0.958, data_time: 0.004, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9177, loss_cls: 0.9521, loss: 0.9521, grad_norm: 7.3488 2020-10-13 05:25:48,159 - mmaction - INFO - Epoch [39][3160/5010] lr: 7.500e-04, eta: 16:02:33, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9208, loss_cls: 0.9417, loss: 0.9417, grad_norm: 7.4242 2020-10-13 05:26:08,022 - mmaction - INFO - Epoch [39][3180/5010] lr: 7.500e-04, eta: 16:02:13, time: 0.991, data_time: 0.004, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9031, loss_cls: 1.0061, loss: 1.0061, grad_norm: 7.4937 2020-10-13 05:26:27,156 - mmaction - INFO - Epoch [39][3200/5010] lr: 7.500e-04, eta: 16:01:52, time: 0.959, data_time: 0.007, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9271, loss_cls: 0.8645, loss: 0.8645, grad_norm: 7.0382 2020-10-13 05:26:46,543 - mmaction - INFO - Epoch [39][3220/5010] lr: 7.500e-04, eta: 16:01:32, time: 0.969, data_time: 0.002, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9188, loss_cls: 0.8627, loss: 0.8627, grad_norm: 6.8900 2020-10-13 05:27:06,063 - mmaction - INFO - Epoch [39][3240/5010] lr: 7.500e-04, eta: 16:01:11, time: 0.974, data_time: 0.004, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9125, loss_cls: 0.9851, loss: 0.9851, grad_norm: 7.6392 2020-10-13 05:27:26,625 - mmaction - INFO - Epoch [39][3260/5010] lr: 7.500e-04, eta: 16:00:51, time: 1.030, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9198, loss_cls: 0.9134, loss: 0.9134, grad_norm: 7.4322 2020-10-13 05:27:46,015 - mmaction - INFO - Epoch [39][3280/5010] lr: 7.500e-04, eta: 16:00:30, time: 0.970, data_time: 0.002, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9219, loss_cls: 0.9117, loss: 0.9117, grad_norm: 7.2741 2020-10-13 05:28:05,482 - mmaction - INFO - Epoch [39][3300/5010] lr: 7.500e-04, eta: 16:00:10, time: 0.970, data_time: 0.005, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9167, loss_cls: 0.8795, loss: 0.8795, grad_norm: 7.0524 2020-10-13 05:28:24,979 - mmaction - INFO - Epoch [39][3320/5010] lr: 7.500e-04, eta: 15:59:49, time: 0.978, data_time: 0.007, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9177, loss_cls: 0.9487, loss: 0.9487, grad_norm: 7.2195 2020-10-13 05:28:44,695 - mmaction - INFO - Epoch [39][3340/5010] lr: 7.500e-04, eta: 15:59:29, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9208, loss_cls: 0.9386, loss: 0.9386, grad_norm: 7.4138 2020-10-13 05:29:04,471 - mmaction - INFO - Epoch [39][3360/5010] lr: 7.500e-04, eta: 15:59:08, time: 0.987, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9094, loss_cls: 0.9618, loss: 0.9618, grad_norm: 7.4901 2020-10-13 05:29:24,387 - mmaction - INFO - Epoch [39][3380/5010] lr: 7.500e-04, eta: 15:58:48, time: 0.997, data_time: 0.006, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9365, loss_cls: 0.8484, loss: 0.8484, grad_norm: 7.0985 2020-10-13 05:29:43,814 - mmaction - INFO - Epoch [39][3400/5010] lr: 7.500e-04, eta: 15:58:28, time: 0.971, data_time: 0.002, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9250, loss_cls: 0.9174, loss: 0.9174, grad_norm: 7.3613 2020-10-13 05:30:03,100 - mmaction - INFO - Epoch [39][3420/5010] lr: 7.500e-04, eta: 15:58:07, time: 0.964, data_time: 0.005, memory: 10398, top1_acc: 0.7781, top5_acc: 0.8979, loss_cls: 0.9586, loss: 0.9586, grad_norm: 7.3603 2020-10-13 05:30:23,436 - mmaction - INFO - Epoch [39][3440/5010] lr: 7.500e-04, eta: 15:57:47, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9240, loss_cls: 0.9008, loss: 0.9008, grad_norm: 7.3162 2020-10-13 05:30:43,127 - mmaction - INFO - Epoch [39][3460/5010] lr: 7.500e-04, eta: 15:57:26, time: 0.984, data_time: 0.002, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9208, loss_cls: 0.9754, loss: 0.9754, grad_norm: 7.4636 2020-10-13 05:31:02,533 - mmaction - INFO - Epoch [39][3480/5010] lr: 7.500e-04, eta: 15:57:06, time: 0.969, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9292, loss_cls: 0.9260, loss: 0.9260, grad_norm: 7.3199 2020-10-13 05:31:22,828 - mmaction - INFO - Epoch [39][3500/5010] lr: 7.500e-04, eta: 15:56:45, time: 1.016, data_time: 0.005, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9083, loss_cls: 1.0008, loss: 1.0008, grad_norm: 7.3949 2020-10-13 05:31:41,852 - mmaction - INFO - Epoch [39][3520/5010] lr: 7.500e-04, eta: 15:56:25, time: 0.952, data_time: 0.003, memory: 10398, top1_acc: 0.7938, top5_acc: 0.9438, loss_cls: 0.8228, loss: 0.8228, grad_norm: 7.0440 2020-10-13 05:32:01,260 - mmaction - INFO - Epoch [39][3540/5010] lr: 7.500e-04, eta: 15:56:04, time: 0.969, data_time: 0.005, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9167, loss_cls: 0.9583, loss: 0.9583, grad_norm: 7.4333 2020-10-13 05:32:20,507 - mmaction - INFO - Epoch [39][3560/5010] lr: 7.500e-04, eta: 15:55:44, time: 0.964, data_time: 0.005, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9188, loss_cls: 0.9223, loss: 0.9223, grad_norm: 7.6762 2020-10-13 05:32:40,812 - mmaction - INFO - Epoch [39][3580/5010] lr: 7.500e-04, eta: 15:55:23, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9052, loss_cls: 0.9763, loss: 0.9763, grad_norm: 7.3814 2020-10-13 05:33:00,179 - mmaction - INFO - Epoch [39][3600/5010] lr: 7.500e-04, eta: 15:55:03, time: 0.970, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9063, loss_cls: 0.9474, loss: 0.9474, grad_norm: 7.2839 2020-10-13 05:33:19,435 - mmaction - INFO - Epoch [39][3620/5010] lr: 7.500e-04, eta: 15:54:42, time: 0.961, data_time: 0.005, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9094, loss_cls: 0.9040, loss: 0.9040, grad_norm: 7.0015 2020-10-13 05:33:38,739 - mmaction - INFO - Epoch [39][3640/5010] lr: 7.500e-04, eta: 15:54:22, time: 0.967, data_time: 0.005, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9167, loss_cls: 0.9037, loss: 0.9037, grad_norm: 7.2071 2020-10-13 05:33:58,318 - mmaction - INFO - Epoch [39][3660/5010] lr: 7.500e-04, eta: 15:54:01, time: 0.977, data_time: 0.004, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.9686, loss: 0.9686, grad_norm: 7.6416 2020-10-13 05:34:18,228 - mmaction - INFO - Epoch [39][3680/5010] lr: 7.500e-04, eta: 15:53:41, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9208, loss_cls: 0.9288, loss: 0.9288, grad_norm: 7.3370 2020-10-13 05:34:37,519 - mmaction - INFO - Epoch [39][3700/5010] lr: 7.500e-04, eta: 15:53:20, time: 0.963, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9104, loss_cls: 0.9577, loss: 0.9577, grad_norm: 7.2319 2020-10-13 05:34:56,915 - mmaction - INFO - Epoch [39][3720/5010] lr: 7.500e-04, eta: 15:53:00, time: 0.971, data_time: 0.005, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9167, loss_cls: 0.9707, loss: 0.9707, grad_norm: 7.4832 2020-10-13 05:35:16,786 - mmaction - INFO - Epoch [39][3740/5010] lr: 7.500e-04, eta: 15:52:39, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9177, loss_cls: 0.9683, loss: 0.9683, grad_norm: 7.4171 2020-10-13 05:35:35,984 - mmaction - INFO - Epoch [39][3760/5010] lr: 7.500e-04, eta: 15:52:19, time: 0.961, data_time: 0.005, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9240, loss_cls: 0.9036, loss: 0.9036, grad_norm: 7.1548 2020-10-13 05:35:55,061 - mmaction - INFO - Epoch [39][3780/5010] lr: 7.500e-04, eta: 15:51:58, time: 0.952, data_time: 0.005, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9115, loss_cls: 0.9594, loss: 0.9594, grad_norm: 7.6602 2020-10-13 05:36:14,420 - mmaction - INFO - Epoch [39][3800/5010] lr: 7.500e-04, eta: 15:51:38, time: 0.969, data_time: 0.005, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9250, loss_cls: 0.9201, loss: 0.9201, grad_norm: 7.2259 2020-10-13 05:36:33,692 - mmaction - INFO - Epoch [39][3820/5010] lr: 7.500e-04, eta: 15:51:17, time: 0.964, data_time: 0.004, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9135, loss_cls: 0.9622, loss: 0.9622, grad_norm: 7.7018 2020-10-13 05:36:53,177 - mmaction - INFO - Epoch [39][3840/5010] lr: 7.500e-04, eta: 15:50:57, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9198, loss_cls: 0.9216, loss: 0.9216, grad_norm: 7.1973 2020-10-13 05:37:14,654 - mmaction - INFO - Epoch [39][3860/5010] lr: 7.500e-04, eta: 15:50:37, time: 1.072, data_time: 0.005, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9073, loss_cls: 1.0294, loss: 1.0294, grad_norm: 7.6951 2020-10-13 05:37:33,887 - mmaction - INFO - Epoch [39][3880/5010] lr: 7.500e-04, eta: 15:50:16, time: 0.963, data_time: 0.006, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9052, loss_cls: 0.9483, loss: 0.9483, grad_norm: 7.4334 2020-10-13 05:37:53,591 - mmaction - INFO - Epoch [39][3900/5010] lr: 7.500e-04, eta: 15:49:56, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9292, loss_cls: 0.8435, loss: 0.8435, grad_norm: 7.1379 2020-10-13 05:38:13,686 - mmaction - INFO - Epoch [39][3920/5010] lr: 7.500e-04, eta: 15:49:35, time: 1.003, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9177, loss_cls: 0.9682, loss: 0.9682, grad_norm: 7.3416 2020-10-13 05:38:33,669 - mmaction - INFO - Epoch [39][3940/5010] lr: 7.500e-04, eta: 15:49:15, time: 1.001, data_time: 0.006, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9125, loss_cls: 0.9802, loss: 0.9802, grad_norm: 7.5471 2020-10-13 05:38:52,369 - mmaction - INFO - Epoch [39][3960/5010] lr: 7.500e-04, eta: 15:48:54, time: 0.935, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9323, loss_cls: 0.8933, loss: 0.8933, grad_norm: 7.2493 2020-10-13 05:39:13,737 - mmaction - INFO - Epoch [39][3980/5010] lr: 7.500e-04, eta: 15:48:34, time: 1.067, data_time: 0.005, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9271, loss_cls: 0.8983, loss: 0.8983, grad_norm: 7.3894 2020-10-13 05:39:32,573 - mmaction - INFO - Epoch [39][4000/5010] lr: 7.500e-04, eta: 15:48:14, time: 0.944, data_time: 0.006, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9250, loss_cls: 0.9032, loss: 0.9032, grad_norm: 7.1806 2020-10-13 05:39:53,245 - mmaction - INFO - Epoch [39][4020/5010] lr: 7.500e-04, eta: 15:47:53, time: 1.034, data_time: 0.002, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9333, loss_cls: 0.8816, loss: 0.8816, grad_norm: 7.5092 2020-10-13 05:40:11,797 - mmaction - INFO - Epoch [39][4040/5010] lr: 7.500e-04, eta: 15:47:33, time: 0.926, data_time: 0.005, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9094, loss_cls: 0.9938, loss: 0.9938, grad_norm: 7.6231 2020-10-13 05:40:31,607 - mmaction - INFO - Epoch [39][4060/5010] lr: 7.500e-04, eta: 15:47:12, time: 0.992, data_time: 0.006, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9187, loss_cls: 0.9422, loss: 0.9422, grad_norm: 7.4296 2020-10-13 05:40:51,942 - mmaction - INFO - Epoch [39][4080/5010] lr: 7.500e-04, eta: 15:46:52, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9198, loss_cls: 0.9305, loss: 0.9305, grad_norm: 7.3509 2020-10-13 05:41:11,453 - mmaction - INFO - Epoch [39][4100/5010] lr: 7.500e-04, eta: 15:46:31, time: 0.972, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9240, loss_cls: 0.9318, loss: 0.9318, grad_norm: 7.7559 2020-10-13 05:41:30,697 - mmaction - INFO - Epoch [39][4120/5010] lr: 7.500e-04, eta: 15:46:11, time: 0.965, data_time: 0.007, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9198, loss_cls: 0.9322, loss: 0.9322, grad_norm: 7.3822 2020-10-13 05:41:49,766 - mmaction - INFO - Epoch [39][4140/5010] lr: 7.500e-04, eta: 15:45:50, time: 0.953, data_time: 0.002, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9281, loss_cls: 0.9309, loss: 0.9309, grad_norm: 7.4343 2020-10-13 05:42:09,471 - mmaction - INFO - Epoch [39][4160/5010] lr: 7.500e-04, eta: 15:45:30, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.7271, top5_acc: 0.8896, loss_cls: 1.0972, loss: 1.0972, grad_norm: 7.6556 2020-10-13 05:42:29,093 - mmaction - INFO - Epoch [39][4180/5010] lr: 7.500e-04, eta: 15:45:09, time: 0.981, data_time: 0.006, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9250, loss_cls: 0.9175, loss: 0.9175, grad_norm: 7.4486 2020-10-13 05:42:48,281 - mmaction - INFO - Epoch [39][4200/5010] lr: 7.500e-04, eta: 15:44:49, time: 0.959, data_time: 0.002, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9167, loss_cls: 0.9462, loss: 0.9462, grad_norm: 7.3108 2020-10-13 05:43:07,733 - mmaction - INFO - Epoch [39][4220/5010] lr: 7.500e-04, eta: 15:44:28, time: 0.973, data_time: 0.006, memory: 10398, top1_acc: 0.7219, top5_acc: 0.9104, loss_cls: 1.0459, loss: 1.0459, grad_norm: 7.8987 2020-10-13 05:43:26,702 - mmaction - INFO - Epoch [39][4240/5010] lr: 7.500e-04, eta: 15:44:08, time: 0.949, data_time: 0.002, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9094, loss_cls: 0.9783, loss: 0.9783, grad_norm: 7.3914 2020-10-13 05:43:45,844 - mmaction - INFO - Epoch [39][4260/5010] lr: 7.500e-04, eta: 15:43:47, time: 0.957, data_time: 0.002, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9281, loss_cls: 0.8817, loss: 0.8817, grad_norm: 7.2111 2020-10-13 05:44:05,375 - mmaction - INFO - Epoch [39][4280/5010] lr: 7.500e-04, eta: 15:43:27, time: 0.975, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9104, loss_cls: 0.9519, loss: 0.9519, grad_norm: 7.1566 2020-10-13 05:44:24,822 - mmaction - INFO - Epoch [39][4300/5010] lr: 7.500e-04, eta: 15:43:06, time: 0.974, data_time: 0.005, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9240, loss_cls: 0.9623, loss: 0.9623, grad_norm: 7.7104 2020-10-13 05:44:44,657 - mmaction - INFO - Epoch [39][4320/5010] lr: 7.500e-04, eta: 15:42:46, time: 0.992, data_time: 0.002, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9094, loss_cls: 0.9677, loss: 0.9677, grad_norm: 7.2677 2020-10-13 05:45:03,900 - mmaction - INFO - Epoch [39][4340/5010] lr: 7.500e-04, eta: 15:42:25, time: 0.962, data_time: 0.006, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9260, loss_cls: 0.9425, loss: 0.9425, grad_norm: 7.5753 2020-10-13 05:45:23,189 - mmaction - INFO - Epoch [39][4360/5010] lr: 7.500e-04, eta: 15:42:04, time: 0.965, data_time: 0.002, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9333, loss_cls: 0.8923, loss: 0.8923, grad_norm: 7.4138 2020-10-13 05:45:42,403 - mmaction - INFO - Epoch [39][4380/5010] lr: 7.500e-04, eta: 15:41:44, time: 0.961, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9156, loss_cls: 0.9259, loss: 0.9259, grad_norm: 7.3727 2020-10-13 05:46:02,201 - mmaction - INFO - Epoch [39][4400/5010] lr: 7.500e-04, eta: 15:41:23, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9208, loss_cls: 0.9438, loss: 0.9438, grad_norm: 7.6534 2020-10-13 05:46:23,128 - mmaction - INFO - Epoch [39][4420/5010] lr: 7.500e-04, eta: 15:41:03, time: 1.046, data_time: 0.006, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9219, loss_cls: 0.9289, loss: 0.9289, grad_norm: 7.3824 2020-10-13 05:46:41,769 - mmaction - INFO - Epoch [39][4440/5010] lr: 7.500e-04, eta: 15:40:43, time: 0.933, data_time: 0.003, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9031, loss_cls: 0.9776, loss: 0.9776, grad_norm: 7.4320 2020-10-13 05:47:01,492 - mmaction - INFO - Epoch [39][4460/5010] lr: 7.500e-04, eta: 15:40:22, time: 0.983, data_time: 0.006, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9208, loss_cls: 0.8998, loss: 0.8998, grad_norm: 7.3438 2020-10-13 05:47:20,425 - mmaction - INFO - Epoch [39][4480/5010] lr: 7.500e-04, eta: 15:40:02, time: 0.950, data_time: 0.007, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9104, loss_cls: 0.9473, loss: 0.9473, grad_norm: 7.5178 2020-10-13 05:47:39,813 - mmaction - INFO - Epoch [39][4500/5010] lr: 7.500e-04, eta: 15:39:41, time: 0.968, data_time: 0.005, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9115, loss_cls: 0.9387, loss: 0.9387, grad_norm: 7.5931 2020-10-13 05:47:58,950 - mmaction - INFO - Epoch [39][4520/5010] lr: 7.500e-04, eta: 15:39:20, time: 0.959, data_time: 0.006, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9167, loss_cls: 0.9226, loss: 0.9226, grad_norm: 7.1560 2020-10-13 05:48:18,255 - mmaction - INFO - Epoch [39][4540/5010] lr: 7.500e-04, eta: 15:39:00, time: 0.963, data_time: 0.004, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9042, loss_cls: 0.9533, loss: 0.9533, grad_norm: 7.3656 2020-10-13 05:48:38,328 - mmaction - INFO - Epoch [39][4560/5010] lr: 7.500e-04, eta: 15:38:40, time: 1.006, data_time: 0.007, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9094, loss_cls: 1.0458, loss: 1.0458, grad_norm: 7.8306 2020-10-13 05:48:57,998 - mmaction - INFO - Epoch [39][4580/5010] lr: 7.500e-04, eta: 15:38:19, time: 0.982, data_time: 0.005, memory: 10398, top1_acc: 0.7208, top5_acc: 0.9031, loss_cls: 1.0335, loss: 1.0335, grad_norm: 7.7687 2020-10-13 05:49:18,010 - mmaction - INFO - Epoch [39][4600/5010] lr: 7.500e-04, eta: 15:37:59, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9271, loss_cls: 0.8582, loss: 0.8582, grad_norm: 7.0390 2020-10-13 05:49:37,255 - mmaction - INFO - Epoch [39][4620/5010] lr: 7.500e-04, eta: 15:37:38, time: 0.960, data_time: 0.005, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 0.9952, loss: 0.9952, grad_norm: 7.6873 2020-10-13 05:49:56,470 - mmaction - INFO - Epoch [39][4640/5010] lr: 7.500e-04, eta: 15:37:18, time: 0.964, data_time: 0.006, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9063, loss_cls: 0.9889, loss: 0.9889, grad_norm: 7.3644 2020-10-13 05:50:16,428 - mmaction - INFO - Epoch [39][4660/5010] lr: 7.500e-04, eta: 15:36:57, time: 0.995, data_time: 0.004, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9052, loss_cls: 1.0044, loss: 1.0044, grad_norm: 7.4276 2020-10-13 05:50:35,683 - mmaction - INFO - Epoch [39][4680/5010] lr: 7.500e-04, eta: 15:36:37, time: 0.965, data_time: 0.006, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9104, loss_cls: 0.9840, loss: 0.9840, grad_norm: 7.4749 2020-10-13 05:50:54,841 - mmaction - INFO - Epoch [39][4700/5010] lr: 7.500e-04, eta: 15:36:16, time: 0.956, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9073, loss_cls: 0.9893, loss: 0.9893, grad_norm: 7.4759 2020-10-13 05:51:14,854 - mmaction - INFO - Epoch [39][4720/5010] lr: 7.500e-04, eta: 15:35:56, time: 1.003, data_time: 0.006, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9167, loss_cls: 0.9600, loss: 0.9600, grad_norm: 7.4223 2020-10-13 05:51:34,265 - mmaction - INFO - Epoch [39][4740/5010] lr: 7.500e-04, eta: 15:35:35, time: 0.971, data_time: 0.004, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9229, loss_cls: 0.9345, loss: 0.9345, grad_norm: 7.3331 2020-10-13 05:51:53,445 - mmaction - INFO - Epoch [39][4760/5010] lr: 7.500e-04, eta: 15:35:15, time: 0.959, data_time: 0.002, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9083, loss_cls: 1.0067, loss: 1.0067, grad_norm: 7.5716 2020-10-13 05:52:12,966 - mmaction - INFO - Epoch [39][4780/5010] lr: 7.500e-04, eta: 15:34:54, time: 0.974, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9240, loss_cls: 0.8924, loss: 0.8924, grad_norm: 7.4309 2020-10-13 05:52:32,108 - mmaction - INFO - Epoch [39][4800/5010] lr: 7.500e-04, eta: 15:34:34, time: 0.959, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9177, loss_cls: 0.9389, loss: 0.9389, grad_norm: 7.3751 2020-10-13 05:52:51,784 - mmaction - INFO - Epoch [39][4820/5010] lr: 7.500e-04, eta: 15:34:13, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9073, loss_cls: 1.0143, loss: 1.0143, grad_norm: 7.6294 2020-10-13 05:53:11,317 - mmaction - INFO - Epoch [39][4840/5010] lr: 7.500e-04, eta: 15:33:53, time: 0.976, data_time: 0.006, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9135, loss_cls: 1.0208, loss: 1.0208, grad_norm: 7.7491 2020-10-13 05:53:31,527 - mmaction - INFO - Epoch [39][4860/5010] lr: 7.500e-04, eta: 15:33:32, time: 1.010, data_time: 0.003, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9167, loss_cls: 0.9491, loss: 0.9491, grad_norm: 7.3090 2020-10-13 05:53:50,142 - mmaction - INFO - Epoch [39][4880/5010] lr: 7.500e-04, eta: 15:33:12, time: 0.933, data_time: 0.005, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9292, loss_cls: 0.9067, loss: 0.9067, grad_norm: 7.3833 2020-10-13 05:54:09,727 - mmaction - INFO - Epoch [39][4900/5010] lr: 7.500e-04, eta: 15:32:51, time: 0.976, data_time: 0.004, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9167, loss_cls: 0.9364, loss: 0.9364, grad_norm: 7.4755 2020-10-13 05:54:29,215 - mmaction - INFO - Epoch [39][4920/5010] lr: 7.500e-04, eta: 15:32:31, time: 0.978, data_time: 0.007, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9115, loss_cls: 0.9946, loss: 0.9946, grad_norm: 7.3505 2020-10-13 05:54:48,828 - mmaction - INFO - Epoch [39][4940/5010] lr: 7.500e-04, eta: 15:32:10, time: 0.981, data_time: 0.002, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9167, loss_cls: 0.8703, loss: 0.8703, grad_norm: 6.9362 2020-10-13 05:55:08,478 - mmaction - INFO - Epoch [39][4960/5010] lr: 7.500e-04, eta: 15:31:50, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9198, loss_cls: 0.9238, loss: 0.9238, grad_norm: 7.4094 2020-10-13 05:55:28,040 - mmaction - INFO - Epoch [39][4980/5010] lr: 7.500e-04, eta: 15:31:29, time: 0.978, data_time: 0.002, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9250, loss_cls: 0.9770, loss: 0.9770, grad_norm: 7.5196 2020-10-13 05:55:47,287 - mmaction - INFO - Epoch [39][5000/5010] lr: 7.500e-04, eta: 15:31:09, time: 0.963, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9073, loss_cls: 0.9610, loss: 0.9610, grad_norm: 7.2311 2020-10-13 05:56:27,171 - mmaction - INFO - Epoch [40][20/5010] lr: 7.500e-04, eta: 15:30:38, time: 1.513, data_time: 0.654, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9115, loss_cls: 0.9739, loss: 0.9739, grad_norm: 7.2982 2020-10-13 05:56:44,941 - mmaction - INFO - Epoch [40][40/5010] lr: 7.500e-04, eta: 15:30:17, time: 0.888, data_time: 0.002, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9354, loss_cls: 0.8503, loss: 0.8503, grad_norm: 7.1905 2020-10-13 05:57:04,244 - mmaction - INFO - Epoch [40][60/5010] lr: 7.500e-04, eta: 15:29:57, time: 0.962, data_time: 0.007, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9260, loss_cls: 0.8945, loss: 0.8945, grad_norm: 7.0669 2020-10-13 05:57:23,312 - mmaction - INFO - Epoch [40][80/5010] lr: 7.500e-04, eta: 15:29:36, time: 0.956, data_time: 0.007, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9271, loss_cls: 0.8800, loss: 0.8800, grad_norm: 7.2303 2020-10-13 05:57:42,206 - mmaction - INFO - Epoch [40][100/5010] lr: 7.500e-04, eta: 15:29:15, time: 0.946, data_time: 0.003, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9313, loss_cls: 0.8492, loss: 0.8492, grad_norm: 7.4273 2020-10-13 05:58:01,794 - mmaction - INFO - Epoch [40][120/5010] lr: 7.500e-04, eta: 15:28:55, time: 0.977, data_time: 0.004, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9115, loss_cls: 0.9589, loss: 0.9589, grad_norm: 7.3355 2020-10-13 05:58:21,306 - mmaction - INFO - Epoch [40][140/5010] lr: 7.500e-04, eta: 15:28:35, time: 0.977, data_time: 0.006, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9302, loss_cls: 0.8655, loss: 0.8655, grad_norm: 7.2144 2020-10-13 05:58:40,582 - mmaction - INFO - Epoch [40][160/5010] lr: 7.500e-04, eta: 15:28:14, time: 0.965, data_time: 0.005, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9240, loss_cls: 0.8812, loss: 0.8812, grad_norm: 7.2413 2020-10-13 05:58:59,473 - mmaction - INFO - Epoch [40][180/5010] lr: 7.500e-04, eta: 15:27:53, time: 0.943, data_time: 0.005, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9198, loss_cls: 0.8823, loss: 0.8823, grad_norm: 7.1248 2020-10-13 05:59:18,465 - mmaction - INFO - Epoch [40][200/5010] lr: 7.500e-04, eta: 15:27:33, time: 0.951, data_time: 0.005, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9260, loss_cls: 0.9026, loss: 0.9026, grad_norm: 7.3051 2020-10-13 05:59:38,059 - mmaction - INFO - Epoch [40][220/5010] lr: 7.500e-04, eta: 15:27:12, time: 0.976, data_time: 0.006, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9250, loss_cls: 0.8817, loss: 0.8817, grad_norm: 7.3304 2020-10-13 05:59:57,047 - mmaction - INFO - Epoch [40][240/5010] lr: 7.500e-04, eta: 15:26:52, time: 0.953, data_time: 0.007, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9188, loss_cls: 0.8517, loss: 0.8517, grad_norm: 7.0482 2020-10-13 06:00:22,362 - mmaction - INFO - Epoch [40][260/5010] lr: 7.500e-04, eta: 15:26:33, time: 1.252, data_time: 0.005, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9146, loss_cls: 0.9741, loss: 0.9741, grad_norm: 7.6920 2020-10-13 06:00:40,192 - mmaction - INFO - Epoch [40][280/5010] lr: 7.500e-04, eta: 15:26:12, time: 0.906, data_time: 0.024, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9135, loss_cls: 0.9360, loss: 0.9360, grad_norm: 7.2454 2020-10-13 06:01:00,233 - mmaction - INFO - Epoch [40][300/5010] lr: 7.500e-04, eta: 15:25:51, time: 1.002, data_time: 0.004, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9313, loss_cls: 0.9093, loss: 0.9093, grad_norm: 7.4190 2020-10-13 06:01:19,612 - mmaction - INFO - Epoch [40][320/5010] lr: 7.500e-04, eta: 15:25:31, time: 0.969, data_time: 0.004, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9385, loss_cls: 0.8039, loss: 0.8039, grad_norm: 6.7240 2020-10-13 06:01:38,850 - mmaction - INFO - Epoch [40][340/5010] lr: 7.500e-04, eta: 15:25:10, time: 0.960, data_time: 0.005, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9167, loss_cls: 0.9320, loss: 0.9320, grad_norm: 7.3917 2020-10-13 06:01:58,250 - mmaction - INFO - Epoch [40][360/5010] lr: 7.500e-04, eta: 15:24:50, time: 0.971, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9333, loss_cls: 0.8651, loss: 0.8651, grad_norm: 7.3020 2020-10-13 06:02:17,732 - mmaction - INFO - Epoch [40][380/5010] lr: 7.500e-04, eta: 15:24:29, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9208, loss_cls: 0.9408, loss: 0.9408, grad_norm: 7.3108 2020-10-13 06:02:36,248 - mmaction - INFO - Epoch [40][400/5010] lr: 7.500e-04, eta: 15:24:09, time: 0.923, data_time: 0.005, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9094, loss_cls: 0.9868, loss: 0.9868, grad_norm: 7.4998 2020-10-13 06:02:55,495 - mmaction - INFO - Epoch [40][420/5010] lr: 7.500e-04, eta: 15:23:48, time: 0.965, data_time: 0.006, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9187, loss_cls: 0.8856, loss: 0.8856, grad_norm: 7.0669 2020-10-13 06:03:15,039 - mmaction - INFO - Epoch [40][440/5010] lr: 7.500e-04, eta: 15:23:28, time: 0.976, data_time: 0.006, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9229, loss_cls: 0.9372, loss: 0.9372, grad_norm: 7.5086 2020-10-13 06:03:33,999 - mmaction - INFO - Epoch [40][460/5010] lr: 7.500e-04, eta: 15:23:07, time: 0.949, data_time: 0.005, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9042, loss_cls: 0.9740, loss: 0.9740, grad_norm: 7.5870 2020-10-13 06:03:53,199 - mmaction - INFO - Epoch [40][480/5010] lr: 7.500e-04, eta: 15:22:46, time: 0.960, data_time: 0.002, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9406, loss_cls: 0.8184, loss: 0.8184, grad_norm: 7.2938 2020-10-13 06:04:12,422 - mmaction - INFO - Epoch [40][500/5010] lr: 7.500e-04, eta: 15:22:26, time: 0.958, data_time: 0.005, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9229, loss_cls: 0.8988, loss: 0.8988, grad_norm: 7.1670 2020-10-13 06:04:31,215 - mmaction - INFO - Epoch [40][520/5010] lr: 7.500e-04, eta: 15:22:05, time: 0.943, data_time: 0.007, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9083, loss_cls: 0.9570, loss: 0.9570, grad_norm: 7.6259 2020-10-13 06:04:50,798 - mmaction - INFO - Epoch [40][540/5010] lr: 7.500e-04, eta: 15:21:45, time: 0.979, data_time: 0.002, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9198, loss_cls: 0.9404, loss: 0.9404, grad_norm: 7.5502 2020-10-13 06:05:09,268 - mmaction - INFO - Epoch [40][560/5010] lr: 7.500e-04, eta: 15:21:24, time: 0.924, data_time: 0.005, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9042, loss_cls: 1.0478, loss: 1.0478, grad_norm: 7.8968 2020-10-13 06:05:28,293 - mmaction - INFO - Epoch [40][580/5010] lr: 7.500e-04, eta: 15:21:03, time: 0.951, data_time: 0.002, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9281, loss_cls: 0.8996, loss: 0.8996, grad_norm: 7.4338 2020-10-13 06:05:47,304 - mmaction - INFO - Epoch [40][600/5010] lr: 7.500e-04, eta: 15:20:43, time: 0.951, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9062, loss_cls: 0.9718, loss: 0.9718, grad_norm: 7.3982 2020-10-13 06:06:06,215 - mmaction - INFO - Epoch [40][620/5010] lr: 7.500e-04, eta: 15:20:22, time: 0.944, data_time: 0.005, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9250, loss_cls: 0.8908, loss: 0.8908, grad_norm: 7.3333 2020-10-13 06:06:24,931 - mmaction - INFO - Epoch [40][640/5010] lr: 7.500e-04, eta: 15:20:01, time: 0.938, data_time: 0.007, memory: 10398, top1_acc: 0.7406, top5_acc: 0.8990, loss_cls: 1.0147, loss: 1.0147, grad_norm: 7.5034 2020-10-13 06:06:43,607 - mmaction - INFO - Epoch [40][660/5010] lr: 7.500e-04, eta: 15:19:41, time: 0.934, data_time: 0.002, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9146, loss_cls: 0.9053, loss: 0.9053, grad_norm: 7.2728 2020-10-13 06:07:03,302 - mmaction - INFO - Epoch [40][680/5010] lr: 7.500e-04, eta: 15:19:20, time: 0.983, data_time: 0.004, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9375, loss_cls: 0.9025, loss: 0.9025, grad_norm: 7.6212 2020-10-13 06:07:21,887 - mmaction - INFO - Epoch [40][700/5010] lr: 7.500e-04, eta: 15:18:59, time: 0.931, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9104, loss_cls: 0.9356, loss: 0.9356, grad_norm: 7.4577 2020-10-13 06:07:40,749 - mmaction - INFO - Epoch [40][720/5010] lr: 7.500e-04, eta: 15:18:39, time: 0.943, data_time: 0.002, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9302, loss_cls: 0.8422, loss: 0.8422, grad_norm: 7.2629 2020-10-13 06:07:59,731 - mmaction - INFO - Epoch [40][740/5010] lr: 7.500e-04, eta: 15:18:18, time: 0.947, data_time: 0.004, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9219, loss_cls: 0.9559, loss: 0.9559, grad_norm: 7.7053 2020-10-13 06:08:18,903 - mmaction - INFO - Epoch [40][760/5010] lr: 7.500e-04, eta: 15:17:58, time: 0.960, data_time: 0.006, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9177, loss_cls: 0.8430, loss: 0.8430, grad_norm: 6.8086 2020-10-13 06:08:38,065 - mmaction - INFO - Epoch [40][780/5010] lr: 7.500e-04, eta: 15:17:37, time: 0.956, data_time: 0.004, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9250, loss_cls: 0.8460, loss: 0.8460, grad_norm: 7.1768 2020-10-13 06:08:56,887 - mmaction - INFO - Epoch [40][800/5010] lr: 7.500e-04, eta: 15:17:16, time: 0.943, data_time: 0.006, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9104, loss_cls: 0.9999, loss: 0.9999, grad_norm: 7.7818 2020-10-13 06:09:16,406 - mmaction - INFO - Epoch [40][820/5010] lr: 7.500e-04, eta: 15:16:56, time: 0.974, data_time: 0.005, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9240, loss_cls: 0.9382, loss: 0.9382, grad_norm: 7.6410 2020-10-13 06:09:35,948 - mmaction - INFO - Epoch [40][840/5010] lr: 7.500e-04, eta: 15:16:35, time: 0.979, data_time: 0.005, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9125, loss_cls: 0.9678, loss: 0.9678, grad_norm: 7.7133 2020-10-13 06:09:55,135 - mmaction - INFO - Epoch [40][860/5010] lr: 7.500e-04, eta: 15:16:15, time: 0.958, data_time: 0.004, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9250, loss_cls: 0.8672, loss: 0.8672, grad_norm: 7.0369 2020-10-13 06:10:14,125 - mmaction - INFO - Epoch [40][880/5010] lr: 7.500e-04, eta: 15:15:54, time: 0.951, data_time: 0.005, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9135, loss_cls: 0.9891, loss: 0.9891, grad_norm: 7.6189 2020-10-13 06:10:32,944 - mmaction - INFO - Epoch [40][900/5010] lr: 7.500e-04, eta: 15:15:34, time: 0.941, data_time: 0.005, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9260, loss_cls: 0.9002, loss: 0.9002, grad_norm: 7.4933 2020-10-13 06:10:52,487 - mmaction - INFO - Epoch [40][920/5010] lr: 7.500e-04, eta: 15:15:13, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9302, loss_cls: 0.8542, loss: 0.8542, grad_norm: 7.1814 2020-10-13 06:11:12,051 - mmaction - INFO - Epoch [40][940/5010] lr: 7.500e-04, eta: 15:14:53, time: 0.976, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9229, loss_cls: 0.9458, loss: 0.9458, grad_norm: 7.5705 2020-10-13 06:11:30,771 - mmaction - INFO - Epoch [40][960/5010] lr: 7.500e-04, eta: 15:14:32, time: 0.937, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9208, loss_cls: 0.8783, loss: 0.8783, grad_norm: 7.2901 2020-10-13 06:11:49,691 - mmaction - INFO - Epoch [40][980/5010] lr: 7.500e-04, eta: 15:14:11, time: 0.946, data_time: 0.002, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9198, loss_cls: 0.8817, loss: 0.8817, grad_norm: 7.1748 2020-10-13 06:12:08,658 - mmaction - INFO - Epoch [40][1000/5010] lr: 7.500e-04, eta: 15:13:51, time: 0.949, data_time: 0.002, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9031, loss_cls: 0.9811, loss: 0.9811, grad_norm: 7.2673 2020-10-13 06:12:27,502 - mmaction - INFO - Epoch [40][1020/5010] lr: 7.500e-04, eta: 15:13:30, time: 0.942, data_time: 0.002, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9313, loss_cls: 0.8347, loss: 0.8347, grad_norm: 7.2143 2020-10-13 06:12:46,503 - mmaction - INFO - Epoch [40][1040/5010] lr: 7.500e-04, eta: 15:13:09, time: 0.950, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9156, loss_cls: 0.9572, loss: 0.9572, grad_norm: 7.4421 2020-10-13 06:13:05,863 - mmaction - INFO - Epoch [40][1060/5010] lr: 7.500e-04, eta: 15:12:49, time: 0.968, data_time: 0.006, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9156, loss_cls: 0.9789, loss: 0.9789, grad_norm: 7.3983 2020-10-13 06:13:25,672 - mmaction - INFO - Epoch [40][1080/5010] lr: 7.500e-04, eta: 15:12:28, time: 0.991, data_time: 0.002, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9188, loss_cls: 0.9123, loss: 0.9123, grad_norm: 7.5796 2020-10-13 06:13:44,182 - mmaction - INFO - Epoch [40][1100/5010] lr: 7.500e-04, eta: 15:12:08, time: 0.925, data_time: 0.002, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9146, loss_cls: 0.9416, loss: 0.9416, grad_norm: 7.3830 2020-10-13 06:14:03,341 - mmaction - INFO - Epoch [40][1120/5010] lr: 7.500e-04, eta: 15:11:47, time: 0.956, data_time: 0.006, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9177, loss_cls: 0.8883, loss: 0.8883, grad_norm: 7.1588 2020-10-13 06:14:22,518 - mmaction - INFO - Epoch [40][1140/5010] lr: 7.500e-04, eta: 15:11:27, time: 0.960, data_time: 0.005, memory: 10398, top1_acc: 0.7938, top5_acc: 0.9188, loss_cls: 0.8895, loss: 0.8895, grad_norm: 6.8296 2020-10-13 06:14:42,123 - mmaction - INFO - Epoch [40][1160/5010] lr: 7.500e-04, eta: 15:11:06, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9219, loss_cls: 0.8793, loss: 0.8793, grad_norm: 7.3698 2020-10-13 06:15:01,389 - mmaction - INFO - Epoch [40][1180/5010] lr: 7.500e-04, eta: 15:10:46, time: 0.962, data_time: 0.004, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9229, loss_cls: 0.9442, loss: 0.9442, grad_norm: 7.4986 2020-10-13 06:15:20,035 - mmaction - INFO - Epoch [40][1200/5010] lr: 7.500e-04, eta: 15:10:25, time: 0.934, data_time: 0.005, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9115, loss_cls: 0.9590, loss: 0.9590, grad_norm: 7.5327 2020-10-13 06:15:39,915 - mmaction - INFO - Epoch [40][1220/5010] lr: 7.500e-04, eta: 15:10:05, time: 0.991, data_time: 0.005, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9177, loss_cls: 0.9561, loss: 0.9561, grad_norm: 7.5489 2020-10-13 06:15:58,537 - mmaction - INFO - Epoch [40][1240/5010] lr: 7.500e-04, eta: 15:09:44, time: 0.934, data_time: 0.006, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9104, loss_cls: 0.9788, loss: 0.9788, grad_norm: 7.5517 2020-10-13 06:16:17,820 - mmaction - INFO - Epoch [40][1260/5010] lr: 7.500e-04, eta: 15:09:23, time: 0.962, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9115, loss_cls: 0.9572, loss: 0.9572, grad_norm: 7.6108 2020-10-13 06:16:36,665 - mmaction - INFO - Epoch [40][1280/5010] lr: 7.500e-04, eta: 15:09:03, time: 0.944, data_time: 0.006, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9271, loss_cls: 0.9397, loss: 0.9397, grad_norm: 7.6805 2020-10-13 06:16:55,650 - mmaction - INFO - Epoch [40][1300/5010] lr: 7.500e-04, eta: 15:08:42, time: 0.945, data_time: 0.004, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9146, loss_cls: 0.9350, loss: 0.9350, grad_norm: 7.2804 2020-10-13 06:17:14,353 - mmaction - INFO - Epoch [40][1320/5010] lr: 7.500e-04, eta: 15:08:21, time: 0.939, data_time: 0.007, memory: 10398, top1_acc: 0.7385, top5_acc: 0.8979, loss_cls: 1.0423, loss: 1.0423, grad_norm: 7.6787 2020-10-13 06:17:34,171 - mmaction - INFO - Epoch [40][1340/5010] lr: 7.500e-04, eta: 15:08:01, time: 0.991, data_time: 0.005, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9260, loss_cls: 0.8993, loss: 0.8993, grad_norm: 7.3017 2020-10-13 06:17:54,036 - mmaction - INFO - Epoch [40][1360/5010] lr: 7.500e-04, eta: 15:07:41, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9177, loss_cls: 0.9217, loss: 0.9217, grad_norm: 7.2144 2020-10-13 06:18:13,621 - mmaction - INFO - Epoch [40][1380/5010] lr: 7.500e-04, eta: 15:07:20, time: 0.977, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9125, loss_cls: 0.9247, loss: 0.9247, grad_norm: 7.5817 2020-10-13 06:18:33,062 - mmaction - INFO - Epoch [40][1400/5010] lr: 7.500e-04, eta: 15:07:00, time: 0.974, data_time: 0.006, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9281, loss_cls: 0.8291, loss: 0.8291, grad_norm: 7.0052 2020-10-13 06:18:51,659 - mmaction - INFO - Epoch [40][1420/5010] lr: 7.500e-04, eta: 15:06:39, time: 0.930, data_time: 0.004, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9125, loss_cls: 0.9590, loss: 0.9590, grad_norm: 7.4350 2020-10-13 06:19:11,736 - mmaction - INFO - Epoch [40][1440/5010] lr: 7.500e-04, eta: 15:06:19, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9115, loss_cls: 0.9385, loss: 0.9385, grad_norm: 7.5210 2020-10-13 06:19:31,301 - mmaction - INFO - Epoch [40][1460/5010] lr: 7.500e-04, eta: 15:05:58, time: 0.980, data_time: 0.006, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9063, loss_cls: 0.9761, loss: 0.9761, grad_norm: 7.5609 2020-10-13 06:19:50,312 - mmaction - INFO - Epoch [40][1480/5010] lr: 7.500e-04, eta: 15:05:38, time: 0.951, data_time: 0.002, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9302, loss_cls: 0.8384, loss: 0.8384, grad_norm: 7.1986 2020-10-13 06:20:09,235 - mmaction - INFO - Epoch [40][1500/5010] lr: 7.500e-04, eta: 15:05:17, time: 0.946, data_time: 0.005, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9188, loss_cls: 0.9287, loss: 0.9287, grad_norm: 7.2915 2020-10-13 06:20:28,779 - mmaction - INFO - Epoch [40][1520/5010] lr: 7.500e-04, eta: 15:04:56, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9177, loss_cls: 1.0107, loss: 1.0107, grad_norm: 7.5008 2020-10-13 06:20:47,947 - mmaction - INFO - Epoch [40][1540/5010] lr: 7.500e-04, eta: 15:04:36, time: 0.958, data_time: 0.002, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9010, loss_cls: 0.9759, loss: 0.9759, grad_norm: 7.0992 2020-10-13 06:21:07,649 - mmaction - INFO - Epoch [40][1560/5010] lr: 7.500e-04, eta: 15:04:15, time: 0.984, data_time: 0.005, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9083, loss_cls: 0.9764, loss: 0.9764, grad_norm: 7.5188 2020-10-13 06:21:26,336 - mmaction - INFO - Epoch [40][1580/5010] lr: 7.500e-04, eta: 15:03:55, time: 0.936, data_time: 0.006, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9177, loss_cls: 0.8833, loss: 0.8833, grad_norm: 7.0008 2020-10-13 06:21:45,692 - mmaction - INFO - Epoch [40][1600/5010] lr: 7.500e-04, eta: 15:03:34, time: 0.967, data_time: 0.002, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9292, loss_cls: 0.9083, loss: 0.9083, grad_norm: 7.6625 2020-10-13 06:22:05,071 - mmaction - INFO - Epoch [40][1620/5010] lr: 7.500e-04, eta: 15:03:14, time: 0.968, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9198, loss_cls: 0.9207, loss: 0.9207, grad_norm: 7.7086 2020-10-13 06:22:25,625 - mmaction - INFO - Epoch [40][1640/5010] lr: 7.500e-04, eta: 15:02:54, time: 1.029, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9146, loss_cls: 0.9208, loss: 0.9208, grad_norm: 7.2408 2020-10-13 06:22:44,416 - mmaction - INFO - Epoch [40][1660/5010] lr: 7.500e-04, eta: 15:02:33, time: 0.940, data_time: 0.002, memory: 10398, top1_acc: 0.7229, top5_acc: 0.9146, loss_cls: 0.9941, loss: 0.9941, grad_norm: 7.4432 2020-10-13 06:23:03,309 - mmaction - INFO - Epoch [40][1680/5010] lr: 7.500e-04, eta: 15:02:12, time: 0.944, data_time: 0.005, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9021, loss_cls: 1.0102, loss: 1.0102, grad_norm: 7.4372 2020-10-13 06:23:22,922 - mmaction - INFO - Epoch [40][1700/5010] lr: 7.500e-04, eta: 15:01:52, time: 0.981, data_time: 0.003, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9281, loss_cls: 0.9554, loss: 0.9554, grad_norm: 7.3870 2020-10-13 06:23:42,229 - mmaction - INFO - Epoch [40][1720/5010] lr: 7.500e-04, eta: 15:01:31, time: 0.966, data_time: 0.002, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9042, loss_cls: 1.0363, loss: 1.0363, grad_norm: 7.6813 2020-10-13 06:24:02,492 - mmaction - INFO - Epoch [40][1740/5010] lr: 7.500e-04, eta: 15:01:11, time: 1.011, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.8948, loss_cls: 1.0052, loss: 1.0052, grad_norm: 7.7402 2020-10-13 06:24:23,217 - mmaction - INFO - Epoch [40][1760/5010] lr: 7.500e-04, eta: 15:00:51, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9250, loss_cls: 0.8429, loss: 0.8429, grad_norm: 6.8823 2020-10-13 06:24:41,781 - mmaction - INFO - Epoch [40][1780/5010] lr: 7.500e-04, eta: 15:00:30, time: 0.928, data_time: 0.002, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9250, loss_cls: 0.8954, loss: 0.8954, grad_norm: 7.4829 2020-10-13 06:25:01,585 - mmaction - INFO - Epoch [40][1800/5010] lr: 7.500e-04, eta: 15:00:10, time: 0.989, data_time: 0.004, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9312, loss_cls: 0.8280, loss: 0.8280, grad_norm: 7.0295 2020-10-13 06:25:20,243 - mmaction - INFO - Epoch [40][1820/5010] lr: 7.500e-04, eta: 14:59:49, time: 0.934, data_time: 0.006, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9135, loss_cls: 0.9762, loss: 0.9762, grad_norm: 7.9532 2020-10-13 06:25:40,117 - mmaction - INFO - Epoch [40][1840/5010] lr: 7.500e-04, eta: 14:59:29, time: 0.992, data_time: 0.006, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9240, loss_cls: 0.8488, loss: 0.8488, grad_norm: 7.0657 2020-10-13 06:25:59,058 - mmaction - INFO - Epoch [40][1860/5010] lr: 7.500e-04, eta: 14:59:08, time: 0.949, data_time: 0.006, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9198, loss_cls: 0.8975, loss: 0.8975, grad_norm: 7.3622 2020-10-13 06:26:18,179 - mmaction - INFO - Epoch [40][1880/5010] lr: 7.500e-04, eta: 14:58:48, time: 0.954, data_time: 0.005, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9219, loss_cls: 0.8775, loss: 0.8775, grad_norm: 7.1665 2020-10-13 06:26:37,934 - mmaction - INFO - Epoch [40][1900/5010] lr: 7.500e-04, eta: 14:58:27, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9125, loss_cls: 0.9877, loss: 0.9877, grad_norm: 7.7938 2020-10-13 06:26:56,895 - mmaction - INFO - Epoch [40][1920/5010] lr: 7.500e-04, eta: 14:58:07, time: 0.946, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9240, loss_cls: 0.9414, loss: 0.9414, grad_norm: 7.6209 2020-10-13 06:27:16,215 - mmaction - INFO - Epoch [40][1940/5010] lr: 7.500e-04, eta: 14:57:46, time: 0.968, data_time: 0.006, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9083, loss_cls: 1.0215, loss: 1.0215, grad_norm: 7.7895 2020-10-13 06:27:36,123 - mmaction - INFO - Epoch [40][1960/5010] lr: 7.500e-04, eta: 14:57:26, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9042, loss_cls: 1.0240, loss: 1.0240, grad_norm: 7.5693 2020-10-13 06:27:55,159 - mmaction - INFO - Epoch [40][1980/5010] lr: 7.500e-04, eta: 14:57:05, time: 0.954, data_time: 0.006, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9031, loss_cls: 1.0016, loss: 1.0016, grad_norm: 7.3965 2020-10-13 06:28:14,233 - mmaction - INFO - Epoch [40][2000/5010] lr: 7.500e-04, eta: 14:56:44, time: 0.952, data_time: 0.005, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9167, loss_cls: 0.9636, loss: 0.9636, grad_norm: 7.3363 2020-10-13 06:28:33,323 - mmaction - INFO - Epoch [40][2020/5010] lr: 7.500e-04, eta: 14:56:24, time: 0.956, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9177, loss_cls: 0.9554, loss: 0.9554, grad_norm: 7.4537 2020-10-13 06:28:52,604 - mmaction - INFO - Epoch [40][2040/5010] lr: 7.500e-04, eta: 14:56:03, time: 0.964, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9135, loss_cls: 0.9620, loss: 0.9620, grad_norm: 7.6224 2020-10-13 06:29:12,161 - mmaction - INFO - Epoch [40][2060/5010] lr: 7.500e-04, eta: 14:55:43, time: 0.976, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9187, loss_cls: 0.9326, loss: 0.9326, grad_norm: 7.4751 2020-10-13 06:29:31,065 - mmaction - INFO - Epoch [40][2080/5010] lr: 7.500e-04, eta: 14:55:22, time: 0.947, data_time: 0.005, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9312, loss_cls: 0.8169, loss: 0.8169, grad_norm: 6.9599 2020-10-13 06:29:50,277 - mmaction - INFO - Epoch [40][2100/5010] lr: 7.500e-04, eta: 14:55:02, time: 0.960, data_time: 0.002, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9281, loss_cls: 0.9291, loss: 0.9291, grad_norm: 7.8558 2020-10-13 06:30:09,510 - mmaction - INFO - Epoch [40][2120/5010] lr: 7.500e-04, eta: 14:54:41, time: 0.960, data_time: 0.005, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9260, loss_cls: 0.9204, loss: 0.9204, grad_norm: 7.1905 2020-10-13 06:30:28,412 - mmaction - INFO - Epoch [40][2140/5010] lr: 7.500e-04, eta: 14:54:21, time: 0.947, data_time: 0.003, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9292, loss_cls: 0.8934, loss: 0.8934, grad_norm: 7.5360 2020-10-13 06:30:47,800 - mmaction - INFO - Epoch [40][2160/5010] lr: 7.500e-04, eta: 14:54:00, time: 0.969, data_time: 0.002, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9250, loss_cls: 0.9252, loss: 0.9252, grad_norm: 7.4518 2020-10-13 06:31:07,386 - mmaction - INFO - Epoch [40][2180/5010] lr: 7.500e-04, eta: 14:53:40, time: 0.977, data_time: 0.005, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9135, loss_cls: 0.9006, loss: 0.9006, grad_norm: 7.0883 2020-10-13 06:31:26,901 - mmaction - INFO - Epoch [40][2200/5010] lr: 7.500e-04, eta: 14:53:19, time: 0.978, data_time: 0.006, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9385, loss_cls: 0.8443, loss: 0.8443, grad_norm: 6.9357 2020-10-13 06:31:45,660 - mmaction - INFO - Epoch [40][2220/5010] lr: 7.500e-04, eta: 14:52:59, time: 0.937, data_time: 0.002, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9063, loss_cls: 0.9977, loss: 0.9977, grad_norm: 7.7900 2020-10-13 06:32:05,062 - mmaction - INFO - Epoch [40][2240/5010] lr: 7.500e-04, eta: 14:52:38, time: 0.971, data_time: 0.003, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9135, loss_cls: 0.9288, loss: 0.9288, grad_norm: 7.4225 2020-10-13 06:32:24,301 - mmaction - INFO - Epoch [40][2260/5010] lr: 7.500e-04, eta: 14:52:18, time: 0.962, data_time: 0.005, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9219, loss_cls: 0.9424, loss: 0.9424, grad_norm: 7.6434 2020-10-13 06:32:44,131 - mmaction - INFO - Epoch [40][2280/5010] lr: 7.500e-04, eta: 14:51:57, time: 0.992, data_time: 0.002, memory: 10398, top1_acc: 0.7292, top5_acc: 0.9146, loss_cls: 0.9488, loss: 0.9488, grad_norm: 7.5388 2020-10-13 06:33:03,193 - mmaction - INFO - Epoch [40][2300/5010] lr: 7.500e-04, eta: 14:51:37, time: 0.953, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9052, loss_cls: 0.9883, loss: 0.9883, grad_norm: 7.5479 2020-10-13 06:33:22,285 - mmaction - INFO - Epoch [40][2320/5010] lr: 7.500e-04, eta: 14:51:16, time: 0.955, data_time: 0.002, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9333, loss_cls: 0.9408, loss: 0.9408, grad_norm: 7.5932 2020-10-13 06:33:41,685 - mmaction - INFO - Epoch [40][2340/5010] lr: 7.500e-04, eta: 14:50:56, time: 0.970, data_time: 0.002, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9156, loss_cls: 0.9161, loss: 0.9161, grad_norm: 7.3257 2020-10-13 06:34:01,421 - mmaction - INFO - Epoch [40][2360/5010] lr: 7.500e-04, eta: 14:50:35, time: 0.984, data_time: 0.004, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9135, loss_cls: 0.9344, loss: 0.9344, grad_norm: 7.5639 2020-10-13 06:34:20,501 - mmaction - INFO - Epoch [40][2380/5010] lr: 7.500e-04, eta: 14:50:15, time: 0.956, data_time: 0.006, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9229, loss_cls: 0.8915, loss: 0.8915, grad_norm: 7.1836 2020-10-13 06:34:39,412 - mmaction - INFO - Epoch [40][2400/5010] lr: 7.500e-04, eta: 14:49:54, time: 0.943, data_time: 0.004, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9198, loss_cls: 0.8830, loss: 0.8830, grad_norm: 7.0253 2020-10-13 06:34:58,509 - mmaction - INFO - Epoch [40][2420/5010] lr: 7.500e-04, eta: 14:49:33, time: 0.958, data_time: 0.007, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9219, loss_cls: 0.9165, loss: 0.9165, grad_norm: 7.5786 2020-10-13 06:35:17,766 - mmaction - INFO - Epoch [40][2440/5010] lr: 7.500e-04, eta: 14:49:13, time: 0.961, data_time: 0.004, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9115, loss_cls: 0.9825, loss: 0.9825, grad_norm: 7.7587 2020-10-13 06:35:37,273 - mmaction - INFO - Epoch [40][2460/5010] lr: 7.500e-04, eta: 14:48:52, time: 0.977, data_time: 0.005, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9146, loss_cls: 0.8867, loss: 0.8867, grad_norm: 7.0449 2020-10-13 06:35:56,507 - mmaction - INFO - Epoch [40][2480/5010] lr: 7.500e-04, eta: 14:48:32, time: 0.960, data_time: 0.005, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9240, loss_cls: 0.8932, loss: 0.8932, grad_norm: 7.4818 2020-10-13 06:36:15,944 - mmaction - INFO - Epoch [40][2500/5010] lr: 7.500e-04, eta: 14:48:11, time: 0.973, data_time: 0.005, memory: 10398, top1_acc: 0.7260, top5_acc: 0.8948, loss_cls: 1.0822, loss: 1.0822, grad_norm: 7.6264 2020-10-13 06:36:34,948 - mmaction - INFO - Epoch [40][2520/5010] lr: 7.500e-04, eta: 14:47:51, time: 0.950, data_time: 0.002, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9115, loss_cls: 0.9988, loss: 0.9988, grad_norm: 7.8351 2020-10-13 06:36:54,152 - mmaction - INFO - Epoch [40][2540/5010] lr: 7.500e-04, eta: 14:47:30, time: 0.960, data_time: 0.002, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9260, loss_cls: 0.8726, loss: 0.8726, grad_norm: 7.0410 2020-10-13 06:37:13,365 - mmaction - INFO - Epoch [40][2560/5010] lr: 7.500e-04, eta: 14:47:10, time: 0.961, data_time: 0.002, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9312, loss_cls: 0.9397, loss: 0.9397, grad_norm: 7.7915 2020-10-13 06:37:34,136 - mmaction - INFO - Epoch [40][2580/5010] lr: 7.500e-04, eta: 14:46:50, time: 1.038, data_time: 0.004, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9125, loss_cls: 0.9198, loss: 0.9198, grad_norm: 7.2280 2020-10-13 06:37:52,428 - mmaction - INFO - Epoch [40][2600/5010] lr: 7.500e-04, eta: 14:46:29, time: 0.915, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9302, loss_cls: 0.8598, loss: 0.8598, grad_norm: 7.2817 2020-10-13 06:38:11,839 - mmaction - INFO - Epoch [40][2620/5010] lr: 7.500e-04, eta: 14:46:08, time: 0.969, data_time: 0.004, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9135, loss_cls: 0.9390, loss: 0.9390, grad_norm: 7.2761 2020-10-13 06:38:30,829 - mmaction - INFO - Epoch [40][2640/5010] lr: 7.500e-04, eta: 14:45:48, time: 0.950, data_time: 0.005, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9313, loss_cls: 0.8362, loss: 0.8362, grad_norm: 7.3069 2020-10-13 06:38:50,378 - mmaction - INFO - Epoch [40][2660/5010] lr: 7.500e-04, eta: 14:45:27, time: 0.979, data_time: 0.003, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9177, loss_cls: 0.9473, loss: 0.9473, grad_norm: 7.7085 2020-10-13 06:39:09,612 - mmaction - INFO - Epoch [40][2680/5010] lr: 7.500e-04, eta: 14:45:07, time: 0.958, data_time: 0.004, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9146, loss_cls: 0.9888, loss: 0.9888, grad_norm: 7.6810 2020-10-13 06:39:28,713 - mmaction - INFO - Epoch [40][2700/5010] lr: 7.500e-04, eta: 14:44:46, time: 0.959, data_time: 0.007, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9083, loss_cls: 0.9546, loss: 0.9546, grad_norm: 7.4495 2020-10-13 06:39:47,411 - mmaction - INFO - Epoch [40][2720/5010] lr: 7.500e-04, eta: 14:44:25, time: 0.935, data_time: 0.002, memory: 10398, top1_acc: 0.7312, top5_acc: 0.8990, loss_cls: 1.0144, loss: 1.0144, grad_norm: 7.9368 2020-10-13 06:40:06,933 - mmaction - INFO - Epoch [40][2740/5010] lr: 7.500e-04, eta: 14:44:05, time: 0.976, data_time: 0.005, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9115, loss_cls: 0.9868, loss: 0.9868, grad_norm: 7.5903 2020-10-13 06:40:26,244 - mmaction - INFO - Epoch [40][2760/5010] lr: 7.500e-04, eta: 14:43:45, time: 0.966, data_time: 0.002, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9313, loss_cls: 0.8898, loss: 0.8898, grad_norm: 7.2844 2020-10-13 06:40:45,318 - mmaction - INFO - Epoch [40][2780/5010] lr: 7.500e-04, eta: 14:43:24, time: 0.953, data_time: 0.002, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9281, loss_cls: 0.9016, loss: 0.9016, grad_norm: 7.2286 2020-10-13 06:41:05,080 - mmaction - INFO - Epoch [40][2800/5010] lr: 7.500e-04, eta: 14:43:04, time: 0.987, data_time: 0.005, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9240, loss_cls: 0.9461, loss: 0.9461, grad_norm: 7.7341 2020-10-13 06:41:24,308 - mmaction - INFO - Epoch [40][2820/5010] lr: 7.500e-04, eta: 14:42:43, time: 0.963, data_time: 0.005, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9146, loss_cls: 0.9338, loss: 0.9338, grad_norm: 7.4691 2020-10-13 06:41:43,410 - mmaction - INFO - Epoch [40][2840/5010] lr: 7.500e-04, eta: 14:42:22, time: 0.955, data_time: 0.003, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9198, loss_cls: 0.9268, loss: 0.9268, grad_norm: 7.7759 2020-10-13 06:42:02,808 - mmaction - INFO - Epoch [40][2860/5010] lr: 7.500e-04, eta: 14:42:02, time: 0.967, data_time: 0.006, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9188, loss_cls: 0.9697, loss: 0.9697, grad_norm: 7.7066 2020-10-13 06:42:21,933 - mmaction - INFO - Epoch [40][2880/5010] lr: 7.500e-04, eta: 14:41:41, time: 0.958, data_time: 0.006, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9219, loss_cls: 0.9522, loss: 0.9522, grad_norm: 7.7874 2020-10-13 06:42:40,946 - mmaction - INFO - Epoch [40][2900/5010] lr: 7.500e-04, eta: 14:41:21, time: 0.951, data_time: 0.002, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9198, loss_cls: 0.9072, loss: 0.9072, grad_norm: 7.5257 2020-10-13 06:43:00,097 - mmaction - INFO - Epoch [40][2920/5010] lr: 7.500e-04, eta: 14:41:00, time: 0.956, data_time: 0.005, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9219, loss_cls: 0.9528, loss: 0.9528, grad_norm: 7.5229 2020-10-13 06:43:19,096 - mmaction - INFO - Epoch [40][2940/5010] lr: 7.500e-04, eta: 14:40:40, time: 0.951, data_time: 0.004, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9115, loss_cls: 0.9691, loss: 0.9691, grad_norm: 7.7143 2020-10-13 06:43:38,218 - mmaction - INFO - Epoch [40][2960/5010] lr: 7.500e-04, eta: 14:40:19, time: 0.954, data_time: 0.005, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9323, loss_cls: 0.8875, loss: 0.8875, grad_norm: 7.4590 2020-10-13 06:43:57,395 - mmaction - INFO - Epoch [40][2980/5010] lr: 7.500e-04, eta: 14:39:59, time: 0.961, data_time: 0.005, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9177, loss_cls: 0.9465, loss: 0.9465, grad_norm: 7.5018 2020-10-13 06:44:16,855 - mmaction - INFO - Epoch [40][3000/5010] lr: 7.500e-04, eta: 14:39:38, time: 0.971, data_time: 0.005, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9094, loss_cls: 0.9878, loss: 0.9878, grad_norm: 7.6319 2020-10-13 06:44:35,734 - mmaction - INFO - Epoch [40][3020/5010] lr: 7.500e-04, eta: 14:39:18, time: 0.944, data_time: 0.005, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9229, loss_cls: 0.9155, loss: 0.9155, grad_norm: 7.5294 2020-10-13 06:44:54,908 - mmaction - INFO - Epoch [40][3040/5010] lr: 7.500e-04, eta: 14:38:57, time: 0.958, data_time: 0.006, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9219, loss_cls: 0.9301, loss: 0.9301, grad_norm: 7.4245 2020-10-13 06:45:13,861 - mmaction - INFO - Epoch [40][3060/5010] lr: 7.500e-04, eta: 14:38:36, time: 0.948, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9240, loss_cls: 0.9128, loss: 0.9128, grad_norm: 7.2085 2020-10-13 06:45:34,332 - mmaction - INFO - Epoch [40][3080/5010] lr: 7.500e-04, eta: 14:38:16, time: 1.025, data_time: 0.006, memory: 10398, top1_acc: 0.7687, top5_acc: 0.9250, loss_cls: 0.9159, loss: 0.9159, grad_norm: 7.3057 2020-10-13 06:45:53,069 - mmaction - INFO - Epoch [40][3100/5010] lr: 7.500e-04, eta: 14:37:56, time: 0.937, data_time: 0.002, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9062, loss_cls: 1.0213, loss: 1.0213, grad_norm: 7.5560 2020-10-13 06:46:13,101 - mmaction - INFO - Epoch [40][3120/5010] lr: 7.500e-04, eta: 14:37:35, time: 1.000, data_time: 0.005, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9156, loss_cls: 0.9466, loss: 0.9466, grad_norm: 7.5685 2020-10-13 06:46:31,862 - mmaction - INFO - Epoch [40][3140/5010] lr: 7.500e-04, eta: 14:37:15, time: 0.940, data_time: 0.005, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9104, loss_cls: 1.0437, loss: 1.0437, grad_norm: 7.9956 2020-10-13 06:46:52,213 - mmaction - INFO - Epoch [40][3160/5010] lr: 7.500e-04, eta: 14:36:54, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9240, loss_cls: 0.8531, loss: 0.8531, grad_norm: 7.1257 2020-10-13 06:47:11,448 - mmaction - INFO - Epoch [40][3180/5010] lr: 7.500e-04, eta: 14:36:34, time: 0.960, data_time: 0.005, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9094, loss_cls: 0.9818, loss: 0.9818, grad_norm: 7.7262 2020-10-13 06:47:30,978 - mmaction - INFO - Epoch [40][3200/5010] lr: 7.500e-04, eta: 14:36:13, time: 0.977, data_time: 0.005, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9135, loss_cls: 0.9775, loss: 0.9775, grad_norm: 7.5500 2020-10-13 06:47:49,748 - mmaction - INFO - Epoch [40][3220/5010] lr: 7.500e-04, eta: 14:35:53, time: 0.940, data_time: 0.003, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9042, loss_cls: 1.0489, loss: 1.0489, grad_norm: 7.7873 2020-10-13 06:48:09,306 - mmaction - INFO - Epoch [40][3240/5010] lr: 7.500e-04, eta: 14:35:32, time: 0.976, data_time: 0.004, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9146, loss_cls: 0.9736, loss: 0.9736, grad_norm: 7.6197 2020-10-13 06:48:29,499 - mmaction - INFO - Epoch [40][3260/5010] lr: 7.500e-04, eta: 14:35:12, time: 1.011, data_time: 0.005, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9042, loss_cls: 1.0252, loss: 1.0252, grad_norm: 7.6456 2020-10-13 06:48:48,380 - mmaction - INFO - Epoch [40][3280/5010] lr: 7.500e-04, eta: 14:34:51, time: 0.944, data_time: 0.002, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9312, loss_cls: 0.9261, loss: 0.9261, grad_norm: 7.6416 2020-10-13 06:49:08,236 - mmaction - INFO - Epoch [40][3300/5010] lr: 7.500e-04, eta: 14:34:31, time: 0.991, data_time: 0.004, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9219, loss_cls: 0.8846, loss: 0.8846, grad_norm: 7.3283 2020-10-13 06:49:27,571 - mmaction - INFO - Epoch [40][3320/5010] lr: 7.500e-04, eta: 14:34:11, time: 0.969, data_time: 0.005, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9198, loss_cls: 0.9518, loss: 0.9518, grad_norm: 7.5421 2020-10-13 06:49:46,933 - mmaction - INFO - Epoch [40][3340/5010] lr: 7.500e-04, eta: 14:33:50, time: 0.968, data_time: 0.002, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9167, loss_cls: 0.9783, loss: 0.9783, grad_norm: 7.6146 2020-10-13 06:50:06,340 - mmaction - INFO - Epoch [40][3360/5010] lr: 7.500e-04, eta: 14:33:30, time: 0.970, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9167, loss_cls: 0.9726, loss: 0.9726, grad_norm: 7.3185 2020-10-13 06:50:25,192 - mmaction - INFO - Epoch [40][3380/5010] lr: 7.500e-04, eta: 14:33:09, time: 0.942, data_time: 0.002, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9354, loss_cls: 0.8798, loss: 0.8798, grad_norm: 7.2611 2020-10-13 06:50:45,148 - mmaction - INFO - Epoch [40][3400/5010] lr: 7.500e-04, eta: 14:32:49, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9208, loss_cls: 0.8652, loss: 0.8652, grad_norm: 7.1146 2020-10-13 06:51:04,204 - mmaction - INFO - Epoch [40][3420/5010] lr: 7.500e-04, eta: 14:32:28, time: 0.954, data_time: 0.004, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9167, loss_cls: 0.9100, loss: 0.9100, grad_norm: 7.5150 2020-10-13 06:51:22,842 - mmaction - INFO - Epoch [40][3440/5010] lr: 7.500e-04, eta: 14:32:07, time: 0.932, data_time: 0.005, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9177, loss_cls: 0.9005, loss: 0.9005, grad_norm: 7.4009 2020-10-13 06:51:41,847 - mmaction - INFO - Epoch [40][3460/5010] lr: 7.500e-04, eta: 14:31:47, time: 0.951, data_time: 0.002, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9167, loss_cls: 0.9060, loss: 0.9060, grad_norm: 7.2299 2020-10-13 06:52:00,828 - mmaction - INFO - Epoch [40][3480/5010] lr: 7.500e-04, eta: 14:31:26, time: 0.949, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9000, loss_cls: 0.9881, loss: 0.9881, grad_norm: 8.1043 2020-10-13 06:52:19,542 - mmaction - INFO - Epoch [40][3500/5010] lr: 7.500e-04, eta: 14:31:06, time: 0.936, data_time: 0.002, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9135, loss_cls: 0.9349, loss: 0.9349, grad_norm: 7.4159 2020-10-13 06:52:38,803 - mmaction - INFO - Epoch [40][3520/5010] lr: 7.500e-04, eta: 14:30:45, time: 0.962, data_time: 0.005, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9240, loss_cls: 0.8972, loss: 0.8972, grad_norm: 7.5238 2020-10-13 06:52:57,904 - mmaction - INFO - Epoch [40][3540/5010] lr: 7.500e-04, eta: 14:30:25, time: 0.956, data_time: 0.005, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9094, loss_cls: 0.9990, loss: 0.9990, grad_norm: 7.8036 2020-10-13 06:53:17,550 - mmaction - INFO - Epoch [40][3560/5010] lr: 7.500e-04, eta: 14:30:04, time: 0.979, data_time: 0.005, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9021, loss_cls: 0.9622, loss: 0.9622, grad_norm: 7.4558 2020-10-13 06:53:36,750 - mmaction - INFO - Epoch [40][3580/5010] lr: 7.500e-04, eta: 14:29:44, time: 0.963, data_time: 0.007, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9156, loss_cls: 0.9954, loss: 0.9954, grad_norm: 7.4128 2020-10-13 06:53:55,865 - mmaction - INFO - Epoch [40][3600/5010] lr: 7.500e-04, eta: 14:29:23, time: 0.954, data_time: 0.004, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9104, loss_cls: 0.9907, loss: 0.9907, grad_norm: 7.3883 2020-10-13 06:54:14,580 - mmaction - INFO - Epoch [40][3620/5010] lr: 7.500e-04, eta: 14:29:02, time: 0.937, data_time: 0.005, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9000, loss_cls: 1.0239, loss: 1.0239, grad_norm: 7.5012 2020-10-13 06:54:33,774 - mmaction - INFO - Epoch [40][3640/5010] lr: 7.500e-04, eta: 14:28:42, time: 0.960, data_time: 0.004, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9198, loss_cls: 0.9388, loss: 0.9388, grad_norm: 7.5254 2020-10-13 06:54:53,275 - mmaction - INFO - Epoch [40][3660/5010] lr: 7.500e-04, eta: 14:28:21, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9188, loss_cls: 0.8903, loss: 0.8903, grad_norm: 7.4969 2020-10-13 06:55:11,729 - mmaction - INFO - Epoch [40][3680/5010] lr: 7.500e-04, eta: 14:28:01, time: 0.923, data_time: 0.006, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9208, loss_cls: 0.9294, loss: 0.9294, grad_norm: 7.2098 2020-10-13 06:55:30,744 - mmaction - INFO - Epoch [40][3700/5010] lr: 7.500e-04, eta: 14:27:40, time: 0.950, data_time: 0.007, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9135, loss_cls: 0.9825, loss: 0.9825, grad_norm: 7.8441 2020-10-13 06:55:49,947 - mmaction - INFO - Epoch [40][3720/5010] lr: 7.500e-04, eta: 14:27:20, time: 0.961, data_time: 0.003, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9146, loss_cls: 0.9090, loss: 0.9090, grad_norm: 7.2395 2020-10-13 06:56:09,649 - mmaction - INFO - Epoch [40][3740/5010] lr: 7.500e-04, eta: 14:26:59, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9281, loss_cls: 0.9112, loss: 0.9112, grad_norm: 7.3173 2020-10-13 06:56:28,341 - mmaction - INFO - Epoch [40][3760/5010] lr: 7.500e-04, eta: 14:26:39, time: 0.936, data_time: 0.006, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9177, loss_cls: 0.9801, loss: 0.9801, grad_norm: 7.6106 2020-10-13 06:56:47,224 - mmaction - INFO - Epoch [40][3780/5010] lr: 7.500e-04, eta: 14:26:18, time: 0.944, data_time: 0.002, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9365, loss_cls: 0.8459, loss: 0.8459, grad_norm: 7.3490 2020-10-13 06:57:05,973 - mmaction - INFO - Epoch [40][3800/5010] lr: 7.500e-04, eta: 14:25:57, time: 0.934, data_time: 0.004, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9115, loss_cls: 0.9712, loss: 0.9712, grad_norm: 7.7858 2020-10-13 06:57:25,079 - mmaction - INFO - Epoch [40][3820/5010] lr: 7.500e-04, eta: 14:25:37, time: 0.958, data_time: 0.007, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9250, loss_cls: 0.9766, loss: 0.9766, grad_norm: 7.6309 2020-10-13 06:57:43,890 - mmaction - INFO - Epoch [40][3840/5010] lr: 7.500e-04, eta: 14:25:16, time: 0.941, data_time: 0.002, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9052, loss_cls: 0.9993, loss: 0.9993, grad_norm: 7.4241 2020-10-13 06:58:02,958 - mmaction - INFO - Epoch [40][3860/5010] lr: 7.500e-04, eta: 14:24:56, time: 0.952, data_time: 0.005, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9260, loss_cls: 0.9172, loss: 0.9172, grad_norm: 7.3358 2020-10-13 06:58:22,367 - mmaction - INFO - Epoch [40][3880/5010] lr: 7.500e-04, eta: 14:24:35, time: 0.970, data_time: 0.005, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9260, loss_cls: 0.8735, loss: 0.8735, grad_norm: 7.2442 2020-10-13 06:58:41,067 - mmaction - INFO - Epoch [40][3900/5010] lr: 7.500e-04, eta: 14:24:14, time: 0.937, data_time: 0.004, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9208, loss_cls: 0.9466, loss: 0.9466, grad_norm: 7.5022 2020-10-13 06:59:00,148 - mmaction - INFO - Epoch [40][3920/5010] lr: 7.500e-04, eta: 14:23:54, time: 0.951, data_time: 0.005, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9260, loss_cls: 0.9209, loss: 0.9209, grad_norm: 7.5727 2020-10-13 06:59:18,990 - mmaction - INFO - Epoch [40][3940/5010] lr: 7.500e-04, eta: 14:23:33, time: 0.945, data_time: 0.007, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9115, loss_cls: 0.9741, loss: 0.9741, grad_norm: 7.4717 2020-10-13 06:59:38,056 - mmaction - INFO - Epoch [40][3960/5010] lr: 7.500e-04, eta: 14:23:13, time: 0.951, data_time: 0.004, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9115, loss_cls: 1.0070, loss: 1.0070, grad_norm: 7.7024 2020-10-13 06:59:56,911 - mmaction - INFO - Epoch [40][3980/5010] lr: 7.500e-04, eta: 14:22:52, time: 0.945, data_time: 0.006, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9010, loss_cls: 1.0305, loss: 1.0305, grad_norm: 8.0733 2020-10-13 07:00:21,306 - mmaction - INFO - Epoch [40][4000/5010] lr: 7.500e-04, eta: 14:22:33, time: 1.206, data_time: 0.007, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9156, loss_cls: 0.9425, loss: 0.9425, grad_norm: 7.4945 2020-10-13 07:00:39,360 - mmaction - INFO - Epoch [40][4020/5010] lr: 7.500e-04, eta: 14:22:12, time: 0.916, data_time: 0.027, memory: 10398, top1_acc: 0.7281, top5_acc: 0.9083, loss_cls: 1.0169, loss: 1.0169, grad_norm: 7.9929 2020-10-13 07:00:58,024 - mmaction - INFO - Epoch [40][4040/5010] lr: 7.500e-04, eta: 14:21:51, time: 0.932, data_time: 0.005, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9167, loss_cls: 0.9504, loss: 0.9504, grad_norm: 7.7328 2020-10-13 07:01:16,846 - mmaction - INFO - Epoch [40][4060/5010] lr: 7.500e-04, eta: 14:21:31, time: 0.942, data_time: 0.004, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9094, loss_cls: 0.9663, loss: 0.9663, grad_norm: 7.4316 2020-10-13 07:01:35,711 - mmaction - INFO - Epoch [40][4080/5010] lr: 7.500e-04, eta: 14:21:10, time: 0.942, data_time: 0.004, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9240, loss_cls: 0.8984, loss: 0.8984, grad_norm: 7.4515 2020-10-13 07:01:54,839 - mmaction - INFO - Epoch [40][4100/5010] lr: 7.500e-04, eta: 14:20:50, time: 0.957, data_time: 0.004, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9188, loss_cls: 0.9024, loss: 0.9024, grad_norm: 7.2573 2020-10-13 07:02:14,008 - mmaction - INFO - Epoch [40][4120/5010] lr: 7.500e-04, eta: 14:20:29, time: 0.958, data_time: 0.006, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9083, loss_cls: 0.9498, loss: 0.9498, grad_norm: 7.4713 2020-10-13 07:02:33,689 - mmaction - INFO - Epoch [40][4140/5010] lr: 7.500e-04, eta: 14:20:09, time: 0.983, data_time: 0.003, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9125, loss_cls: 0.9756, loss: 0.9756, grad_norm: 7.4841 2020-10-13 07:02:52,935 - mmaction - INFO - Epoch [40][4160/5010] lr: 7.500e-04, eta: 14:19:48, time: 0.964, data_time: 0.006, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9198, loss_cls: 0.9658, loss: 0.9658, grad_norm: 7.7008 2020-10-13 07:03:11,506 - mmaction - INFO - Epoch [40][4180/5010] lr: 7.500e-04, eta: 14:19:28, time: 0.928, data_time: 0.005, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9292, loss_cls: 0.8645, loss: 0.8645, grad_norm: 7.2391 2020-10-13 07:03:30,775 - mmaction - INFO - Epoch [40][4200/5010] lr: 7.500e-04, eta: 14:19:07, time: 0.964, data_time: 0.003, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9177, loss_cls: 0.9129, loss: 0.9129, grad_norm: 7.4981 2020-10-13 07:03:49,425 - mmaction - INFO - Epoch [40][4220/5010] lr: 7.500e-04, eta: 14:18:46, time: 0.933, data_time: 0.002, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9240, loss_cls: 0.8528, loss: 0.8528, grad_norm: 7.2689 2020-10-13 07:04:08,488 - mmaction - INFO - Epoch [40][4240/5010] lr: 7.500e-04, eta: 14:18:26, time: 0.951, data_time: 0.004, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9083, loss_cls: 0.9409, loss: 0.9409, grad_norm: 7.5260 2020-10-13 07:04:28,060 - mmaction - INFO - Epoch [40][4260/5010] lr: 7.500e-04, eta: 14:18:05, time: 0.980, data_time: 0.005, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9219, loss_cls: 0.9496, loss: 0.9496, grad_norm: 7.8078 2020-10-13 07:04:46,907 - mmaction - INFO - Epoch [40][4280/5010] lr: 7.500e-04, eta: 14:17:45, time: 0.942, data_time: 0.002, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9281, loss_cls: 0.8341, loss: 0.8341, grad_norm: 7.1475 2020-10-13 07:05:06,339 - mmaction - INFO - Epoch [40][4300/5010] lr: 7.500e-04, eta: 14:17:24, time: 0.972, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9198, loss_cls: 0.9464, loss: 0.9464, grad_norm: 7.5817 2020-10-13 07:05:25,467 - mmaction - INFO - Epoch [40][4320/5010] lr: 7.500e-04, eta: 14:17:04, time: 0.956, data_time: 0.002, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9156, loss_cls: 0.9565, loss: 0.9565, grad_norm: 7.4021 2020-10-13 07:05:45,433 - mmaction - INFO - Epoch [40][4340/5010] lr: 7.500e-04, eta: 14:16:44, time: 0.999, data_time: 0.002, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9125, loss_cls: 0.9620, loss: 0.9620, grad_norm: 7.5747 2020-10-13 07:06:04,189 - mmaction - INFO - Epoch [40][4360/5010] lr: 7.500e-04, eta: 14:16:23, time: 0.935, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9271, loss_cls: 0.9029, loss: 0.9029, grad_norm: 7.3710 2020-10-13 07:06:23,196 - mmaction - INFO - Epoch [40][4380/5010] lr: 7.500e-04, eta: 14:16:02, time: 0.953, data_time: 0.007, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9083, loss_cls: 0.9721, loss: 0.9721, grad_norm: 7.4819 2020-10-13 07:06:41,626 - mmaction - INFO - Epoch [40][4400/5010] lr: 7.500e-04, eta: 14:15:42, time: 0.922, data_time: 0.002, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9063, loss_cls: 0.9534, loss: 0.9534, grad_norm: 7.3023 2020-10-13 07:07:00,886 - mmaction - INFO - Epoch [40][4420/5010] lr: 7.500e-04, eta: 14:15:21, time: 0.960, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9167, loss_cls: 0.9454, loss: 0.9454, grad_norm: 7.5401 2020-10-13 07:07:19,737 - mmaction - INFO - Epoch [40][4440/5010] lr: 7.500e-04, eta: 14:15:01, time: 0.946, data_time: 0.006, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9219, loss_cls: 0.9426, loss: 0.9426, grad_norm: 7.6155 2020-10-13 07:07:39,323 - mmaction - INFO - Epoch [40][4460/5010] lr: 7.500e-04, eta: 14:14:40, time: 0.977, data_time: 0.005, memory: 10398, top1_acc: 0.7323, top5_acc: 0.9083, loss_cls: 1.0123, loss: 1.0123, grad_norm: 7.8098 2020-10-13 07:07:59,310 - mmaction - INFO - Epoch [40][4480/5010] lr: 7.500e-04, eta: 14:14:20, time: 1.002, data_time: 0.006, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9188, loss_cls: 0.9393, loss: 0.9393, grad_norm: 7.8221 2020-10-13 07:08:18,214 - mmaction - INFO - Epoch [40][4500/5010] lr: 7.500e-04, eta: 14:13:59, time: 0.942, data_time: 0.004, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9260, loss_cls: 0.9434, loss: 0.9434, grad_norm: 7.6239 2020-10-13 07:08:36,967 - mmaction - INFO - Epoch [40][4520/5010] lr: 7.500e-04, eta: 14:13:39, time: 0.939, data_time: 0.007, memory: 10398, top1_acc: 0.7302, top5_acc: 0.9000, loss_cls: 1.0342, loss: 1.0342, grad_norm: 7.9001 2020-10-13 07:08:55,987 - mmaction - INFO - Epoch [40][4540/5010] lr: 7.500e-04, eta: 14:13:18, time: 0.949, data_time: 0.007, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9094, loss_cls: 0.9694, loss: 0.9694, grad_norm: 7.5052 2020-10-13 07:09:16,267 - mmaction - INFO - Epoch [40][4560/5010] lr: 7.500e-04, eta: 14:12:58, time: 1.017, data_time: 0.007, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9271, loss_cls: 0.8850, loss: 0.8850, grad_norm: 7.4158 2020-10-13 07:09:34,793 - mmaction - INFO - Epoch [40][4580/5010] lr: 7.500e-04, eta: 14:12:37, time: 0.925, data_time: 0.006, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9198, loss_cls: 0.9711, loss: 0.9711, grad_norm: 7.6642 2020-10-13 07:09:53,761 - mmaction - INFO - Epoch [40][4600/5010] lr: 7.500e-04, eta: 14:12:17, time: 0.950, data_time: 0.005, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9229, loss_cls: 0.9245, loss: 0.9245, grad_norm: 7.4447 2020-10-13 07:10:13,282 - mmaction - INFO - Epoch [40][4620/5010] lr: 7.500e-04, eta: 14:11:56, time: 0.976, data_time: 0.005, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9250, loss_cls: 0.9014, loss: 0.9014, grad_norm: 7.3585 2020-10-13 07:10:32,113 - mmaction - INFO - Epoch [40][4640/5010] lr: 7.500e-04, eta: 14:11:35, time: 0.942, data_time: 0.006, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9156, loss_cls: 0.9341, loss: 0.9341, grad_norm: 7.4129 2020-10-13 07:10:51,742 - mmaction - INFO - Epoch [40][4660/5010] lr: 7.500e-04, eta: 14:11:15, time: 0.982, data_time: 0.002, memory: 10398, top1_acc: 0.7177, top5_acc: 0.8958, loss_cls: 1.1033, loss: 1.1033, grad_norm: 8.1768 2020-10-13 07:11:10,609 - mmaction - INFO - Epoch [40][4680/5010] lr: 7.500e-04, eta: 14:10:54, time: 0.943, data_time: 0.002, memory: 10398, top1_acc: 0.7938, top5_acc: 0.9250, loss_cls: 0.8663, loss: 0.8663, grad_norm: 7.3563 2020-10-13 07:11:30,514 - mmaction - INFO - Epoch [40][4700/5010] lr: 7.500e-04, eta: 14:10:34, time: 0.995, data_time: 0.005, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9010, loss_cls: 1.0101, loss: 1.0101, grad_norm: 7.5783 2020-10-13 07:11:50,313 - mmaction - INFO - Epoch [40][4720/5010] lr: 7.500e-04, eta: 14:10:14, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9354, loss_cls: 0.8408, loss: 0.8408, grad_norm: 7.1969 2020-10-13 07:12:09,271 - mmaction - INFO - Epoch [40][4740/5010] lr: 7.500e-04, eta: 14:09:53, time: 0.946, data_time: 0.005, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9323, loss_cls: 0.9203, loss: 0.9203, grad_norm: 7.5735 2020-10-13 07:12:28,132 - mmaction - INFO - Epoch [40][4760/5010] lr: 7.500e-04, eta: 14:09:33, time: 0.943, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9146, loss_cls: 0.9250, loss: 0.9250, grad_norm: 7.4288 2020-10-13 07:12:47,673 - mmaction - INFO - Epoch [40][4780/5010] lr: 7.500e-04, eta: 14:09:12, time: 0.978, data_time: 0.003, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9229, loss_cls: 0.9217, loss: 0.9217, grad_norm: 7.4444 2020-10-13 07:13:07,152 - mmaction - INFO - Epoch [40][4800/5010] lr: 7.500e-04, eta: 14:08:52, time: 0.974, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9219, loss_cls: 0.9463, loss: 0.9463, grad_norm: 7.3109 2020-10-13 07:13:25,902 - mmaction - INFO - Epoch [40][4820/5010] lr: 7.500e-04, eta: 14:08:31, time: 0.938, data_time: 0.002, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9198, loss_cls: 0.9092, loss: 0.9092, grad_norm: 7.1162 2020-10-13 07:13:45,197 - mmaction - INFO - Epoch [40][4840/5010] lr: 7.500e-04, eta: 14:08:11, time: 0.965, data_time: 0.002, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9177, loss_cls: 0.9791, loss: 0.9791, grad_norm: 7.9001 2020-10-13 07:14:04,314 - mmaction - INFO - Epoch [40][4860/5010] lr: 7.500e-04, eta: 14:07:50, time: 0.953, data_time: 0.004, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9094, loss_cls: 0.9851, loss: 0.9851, grad_norm: 7.7088 2020-10-13 07:14:24,150 - mmaction - INFO - Epoch [40][4880/5010] lr: 7.500e-04, eta: 14:07:30, time: 0.995, data_time: 0.007, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9146, loss_cls: 0.9494, loss: 0.9494, grad_norm: 7.5486 2020-10-13 07:14:42,968 - mmaction - INFO - Epoch [40][4900/5010] lr: 7.500e-04, eta: 14:07:09, time: 0.941, data_time: 0.002, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9115, loss_cls: 1.0032, loss: 1.0032, grad_norm: 7.4545 2020-10-13 07:15:01,798 - mmaction - INFO - Epoch [40][4920/5010] lr: 7.500e-04, eta: 14:06:49, time: 0.941, data_time: 0.004, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9250, loss_cls: 0.9479, loss: 0.9479, grad_norm: 7.4969 2020-10-13 07:15:20,806 - mmaction - INFO - Epoch [40][4940/5010] lr: 7.500e-04, eta: 14:06:28, time: 0.951, data_time: 0.002, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9198, loss_cls: 0.9566, loss: 0.9566, grad_norm: 7.4505 2020-10-13 07:15:40,658 - mmaction - INFO - Epoch [40][4960/5010] lr: 7.500e-04, eta: 14:06:08, time: 0.990, data_time: 0.006, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9146, loss_cls: 0.9310, loss: 0.9310, grad_norm: 7.3924 2020-10-13 07:15:59,472 - mmaction - INFO - Epoch [40][4980/5010] lr: 7.500e-04, eta: 14:05:47, time: 0.943, data_time: 0.006, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9198, loss_cls: 0.9113, loss: 0.9113, grad_norm: 7.4498 2020-10-13 07:16:19,785 - mmaction - INFO - Epoch [40][5000/5010] lr: 7.500e-04, eta: 14:05:27, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.7219, top5_acc: 0.9073, loss_cls: 1.0440, loss: 1.0440, grad_norm: 8.0779 2020-10-13 07:16:28,643 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-10-13 07:16:59,656 - mmaction - INFO - Epoch [41][20/5010] lr: 7.500e-05, eta: 14:04:56, time: 1.466, data_time: 0.555, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9146, loss_cls: 0.9460, loss: 0.9460, grad_norm: 7.7983 2020-10-13 07:17:17,108 - mmaction - INFO - Epoch [41][40/5010] lr: 7.500e-05, eta: 14:04:35, time: 0.873, data_time: 0.002, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9167, loss_cls: 0.9227, loss: 0.9227, grad_norm: 7.4570 2020-10-13 07:17:36,085 - mmaction - INFO - Epoch [41][60/5010] lr: 7.500e-05, eta: 14:04:15, time: 0.946, data_time: 0.005, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9240, loss_cls: 0.8488, loss: 0.8488, grad_norm: 7.1858 2020-10-13 07:17:55,797 - mmaction - INFO - Epoch [41][80/5010] lr: 7.500e-05, eta: 14:03:54, time: 0.989, data_time: 0.007, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9240, loss_cls: 0.8381, loss: 0.8381, grad_norm: 6.9401 2020-10-13 07:18:15,032 - mmaction - INFO - Epoch [41][100/5010] lr: 7.500e-05, eta: 14:03:34, time: 0.960, data_time: 0.005, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9146, loss_cls: 0.9073, loss: 0.9073, grad_norm: 7.2154 2020-10-13 07:18:34,618 - mmaction - INFO - Epoch [41][120/5010] lr: 7.500e-05, eta: 14:03:13, time: 0.981, data_time: 0.005, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9375, loss_cls: 0.8451, loss: 0.8451, grad_norm: 7.4824 2020-10-13 07:18:54,076 - mmaction - INFO - Epoch [41][140/5010] lr: 7.500e-05, eta: 14:02:53, time: 0.973, data_time: 0.002, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9094, loss_cls: 0.9703, loss: 0.9703, grad_norm: 7.3481 2020-10-13 07:19:13,508 - mmaction - INFO - Epoch [41][160/5010] lr: 7.500e-05, eta: 14:02:32, time: 0.969, data_time: 0.006, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9146, loss_cls: 0.9191, loss: 0.9191, grad_norm: 7.2661 2020-10-13 07:19:32,813 - mmaction - INFO - Epoch [41][180/5010] lr: 7.500e-05, eta: 14:02:12, time: 0.968, data_time: 0.007, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9198, loss_cls: 0.9382, loss: 0.9382, grad_norm: 7.4870 2020-10-13 07:19:51,813 - mmaction - INFO - Epoch [41][200/5010] lr: 7.500e-05, eta: 14:01:51, time: 0.950, data_time: 0.002, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9104, loss_cls: 0.9486, loss: 0.9486, grad_norm: 7.7190 2020-10-13 07:20:10,698 - mmaction - INFO - Epoch [41][220/5010] lr: 7.500e-05, eta: 14:01:31, time: 0.944, data_time: 0.006, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9292, loss_cls: 0.8772, loss: 0.8772, grad_norm: 7.2774 2020-10-13 07:20:29,739 - mmaction - INFO - Epoch [41][240/5010] lr: 7.500e-05, eta: 14:01:10, time: 0.952, data_time: 0.002, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9292, loss_cls: 0.9197, loss: 0.9197, grad_norm: 7.4966 2020-10-13 07:20:48,852 - mmaction - INFO - Epoch [41][260/5010] lr: 7.500e-05, eta: 14:00:50, time: 0.956, data_time: 0.002, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9333, loss_cls: 0.8421, loss: 0.8421, grad_norm: 7.1805 2020-10-13 07:21:08,300 - mmaction - INFO - Epoch [41][280/5010] lr: 7.500e-05, eta: 14:00:29, time: 0.971, data_time: 0.004, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9427, loss_cls: 0.8558, loss: 0.8558, grad_norm: 7.3848 2020-10-13 07:21:27,499 - mmaction - INFO - Epoch [41][300/5010] lr: 7.500e-05, eta: 14:00:09, time: 0.961, data_time: 0.005, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9250, loss_cls: 0.8816, loss: 0.8816, grad_norm: 7.2090 2020-10-13 07:21:47,398 - mmaction - INFO - Epoch [41][320/5010] lr: 7.500e-05, eta: 13:59:49, time: 0.995, data_time: 0.002, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9219, loss_cls: 0.9576, loss: 0.9576, grad_norm: 7.7126 2020-10-13 07:22:06,637 - mmaction - INFO - Epoch [41][340/5010] lr: 7.500e-05, eta: 13:59:28, time: 0.958, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9188, loss_cls: 0.9521, loss: 0.9521, grad_norm: 7.6634 2020-10-13 07:22:26,769 - mmaction - INFO - Epoch [41][360/5010] lr: 7.500e-05, eta: 13:59:08, time: 1.010, data_time: 0.007, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9271, loss_cls: 0.8812, loss: 0.8812, grad_norm: 7.3848 2020-10-13 07:22:45,513 - mmaction - INFO - Epoch [41][380/5010] lr: 7.500e-05, eta: 13:58:47, time: 0.937, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9271, loss_cls: 0.9127, loss: 0.9127, grad_norm: 7.4812 2020-10-13 07:23:04,906 - mmaction - INFO - Epoch [41][400/5010] lr: 7.500e-05, eta: 13:58:27, time: 0.970, data_time: 0.002, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9010, loss_cls: 0.9874, loss: 0.9874, grad_norm: 7.5376 2020-10-13 07:23:23,752 - mmaction - INFO - Epoch [41][420/5010] lr: 7.500e-05, eta: 13:58:06, time: 0.940, data_time: 0.002, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9219, loss_cls: 0.9483, loss: 0.9483, grad_norm: 7.5917 2020-10-13 07:23:42,873 - mmaction - INFO - Epoch [41][440/5010] lr: 7.500e-05, eta: 13:57:46, time: 0.959, data_time: 0.006, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9167, loss_cls: 0.8938, loss: 0.8938, grad_norm: 7.3777 2020-10-13 07:24:02,047 - mmaction - INFO - Epoch [41][460/5010] lr: 7.500e-05, eta: 13:57:25, time: 0.957, data_time: 0.004, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9271, loss_cls: 0.8349, loss: 0.8349, grad_norm: 7.0409 2020-10-13 07:24:21,050 - mmaction - INFO - Epoch [41][480/5010] lr: 7.500e-05, eta: 13:57:04, time: 0.952, data_time: 0.006, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9187, loss_cls: 0.8946, loss: 0.8946, grad_norm: 7.2505 2020-10-13 07:24:40,250 - mmaction - INFO - Epoch [41][500/5010] lr: 7.500e-05, eta: 13:56:44, time: 0.959, data_time: 0.006, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9302, loss_cls: 0.8609, loss: 0.8609, grad_norm: 7.1338 2020-10-13 07:24:59,548 - mmaction - INFO - Epoch [41][520/5010] lr: 7.500e-05, eta: 13:56:24, time: 0.967, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9135, loss_cls: 0.8995, loss: 0.8995, grad_norm: 7.2843 2020-10-13 07:25:18,805 - mmaction - INFO - Epoch [41][540/5010] lr: 7.500e-05, eta: 13:56:03, time: 0.959, data_time: 0.004, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9344, loss_cls: 0.8684, loss: 0.8684, grad_norm: 7.3067 2020-10-13 07:25:38,924 - mmaction - INFO - Epoch [41][560/5010] lr: 7.500e-05, eta: 13:55:43, time: 1.010, data_time: 0.007, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9271, loss_cls: 0.8845, loss: 0.8845, grad_norm: 7.1678 2020-10-13 07:25:58,191 - mmaction - INFO - Epoch [41][580/5010] lr: 7.500e-05, eta: 13:55:22, time: 0.961, data_time: 0.005, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9240, loss_cls: 0.8552, loss: 0.8552, grad_norm: 7.1378 2020-10-13 07:26:17,935 - mmaction - INFO - Epoch [41][600/5010] lr: 7.500e-05, eta: 13:55:02, time: 0.990, data_time: 0.006, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9198, loss_cls: 0.8906, loss: 0.8906, grad_norm: 7.4066 2020-10-13 07:26:36,709 - mmaction - INFO - Epoch [41][620/5010] lr: 7.500e-05, eta: 13:54:41, time: 0.936, data_time: 0.005, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9250, loss_cls: 0.8271, loss: 0.8271, grad_norm: 7.0814 2020-10-13 07:26:56,222 - mmaction - INFO - Epoch [41][640/5010] lr: 7.500e-05, eta: 13:54:21, time: 0.978, data_time: 0.007, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9208, loss_cls: 0.9240, loss: 0.9240, grad_norm: 7.4053 2020-10-13 07:27:16,417 - mmaction - INFO - Epoch [41][660/5010] lr: 7.500e-05, eta: 13:54:01, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9344, loss_cls: 0.8196, loss: 0.8196, grad_norm: 7.1444 2020-10-13 07:27:35,085 - mmaction - INFO - Epoch [41][680/5010] lr: 7.500e-05, eta: 13:53:40, time: 0.935, data_time: 0.005, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9083, loss_cls: 0.9649, loss: 0.9649, grad_norm: 7.5693 2020-10-13 07:27:54,024 - mmaction - INFO - Epoch [41][700/5010] lr: 7.500e-05, eta: 13:53:19, time: 0.944, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9167, loss_cls: 0.9081, loss: 0.9081, grad_norm: 7.1500 2020-10-13 07:28:13,291 - mmaction - INFO - Epoch [41][720/5010] lr: 7.500e-05, eta: 13:52:59, time: 0.966, data_time: 0.007, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9104, loss_cls: 0.9436, loss: 0.9436, grad_norm: 7.1500 2020-10-13 07:28:32,584 - mmaction - INFO - Epoch [41][740/5010] lr: 7.500e-05, eta: 13:52:38, time: 0.965, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9177, loss_cls: 0.8954, loss: 0.8954, grad_norm: 7.2565 2020-10-13 07:28:51,789 - mmaction - INFO - Epoch [41][760/5010] lr: 7.500e-05, eta: 13:52:18, time: 0.960, data_time: 0.002, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9146, loss_cls: 0.9403, loss: 0.9403, grad_norm: 7.5798 2020-10-13 07:29:10,936 - mmaction - INFO - Epoch [41][780/5010] lr: 7.500e-05, eta: 13:51:57, time: 0.954, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9146, loss_cls: 0.9445, loss: 0.9445, grad_norm: 7.4188 2020-10-13 07:29:29,865 - mmaction - INFO - Epoch [41][800/5010] lr: 7.500e-05, eta: 13:51:37, time: 0.950, data_time: 0.007, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9229, loss_cls: 0.9414, loss: 0.9414, grad_norm: 7.1603 2020-10-13 07:29:49,435 - mmaction - INFO - Epoch [41][820/5010] lr: 7.500e-05, eta: 13:51:16, time: 0.979, data_time: 0.002, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9094, loss_cls: 0.9039, loss: 0.9039, grad_norm: 7.2947 2020-10-13 07:30:09,105 - mmaction - INFO - Epoch [41][840/5010] lr: 7.500e-05, eta: 13:50:56, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9156, loss_cls: 0.9504, loss: 0.9504, grad_norm: 7.5044 2020-10-13 07:30:28,172 - mmaction - INFO - Epoch [41][860/5010] lr: 7.500e-05, eta: 13:50:36, time: 0.953, data_time: 0.002, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9240, loss_cls: 0.8962, loss: 0.8962, grad_norm: 7.3122 2020-10-13 07:30:47,268 - mmaction - INFO - Epoch [41][880/5010] lr: 7.500e-05, eta: 13:50:15, time: 0.954, data_time: 0.002, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9208, loss_cls: 0.9071, loss: 0.9071, grad_norm: 7.2839 2020-10-13 07:31:06,741 - mmaction - INFO - Epoch [41][900/5010] lr: 7.500e-05, eta: 13:49:55, time: 0.973, data_time: 0.005, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9437, loss_cls: 0.7873, loss: 0.7873, grad_norm: 7.1621 2020-10-13 07:31:25,826 - mmaction - INFO - Epoch [41][920/5010] lr: 7.500e-05, eta: 13:49:34, time: 0.955, data_time: 0.005, memory: 10398, top1_acc: 0.8031, top5_acc: 0.9490, loss_cls: 0.7571, loss: 0.7571, grad_norm: 6.9535 2020-10-13 07:31:45,108 - mmaction - INFO - Epoch [41][940/5010] lr: 7.500e-05, eta: 13:49:14, time: 0.963, data_time: 0.002, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9365, loss_cls: 0.8379, loss: 0.8379, grad_norm: 7.0431 2020-10-13 07:32:04,381 - mmaction - INFO - Epoch [41][960/5010] lr: 7.500e-05, eta: 13:48:53, time: 0.965, data_time: 0.005, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9344, loss_cls: 0.8207, loss: 0.8207, grad_norm: 7.0204 2020-10-13 07:32:24,068 - mmaction - INFO - Epoch [41][980/5010] lr: 7.500e-05, eta: 13:48:33, time: 0.984, data_time: 0.006, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9167, loss_cls: 0.8588, loss: 0.8588, grad_norm: 7.0175 2020-10-13 07:32:43,443 - mmaction - INFO - Epoch [41][1000/5010] lr: 7.500e-05, eta: 13:48:12, time: 0.968, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9281, loss_cls: 0.9071, loss: 0.9071, grad_norm: 7.4235 2020-10-13 07:33:02,970 - mmaction - INFO - Epoch [41][1020/5010] lr: 7.500e-05, eta: 13:47:52, time: 0.976, data_time: 0.006, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9385, loss_cls: 0.8389, loss: 0.8389, grad_norm: 7.2349 2020-10-13 07:33:21,936 - mmaction - INFO - Epoch [41][1040/5010] lr: 7.500e-05, eta: 13:47:31, time: 0.949, data_time: 0.003, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9188, loss_cls: 0.9179, loss: 0.9179, grad_norm: 7.0741 2020-10-13 07:33:41,648 - mmaction - INFO - Epoch [41][1060/5010] lr: 7.500e-05, eta: 13:47:11, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9281, loss_cls: 0.8534, loss: 0.8534, grad_norm: 7.0708 2020-10-13 07:34:00,749 - mmaction - INFO - Epoch [41][1080/5010] lr: 7.500e-05, eta: 13:46:50, time: 0.955, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9156, loss_cls: 0.9418, loss: 0.9418, grad_norm: 7.3949 2020-10-13 07:34:20,308 - mmaction - INFO - Epoch [41][1100/5010] lr: 7.500e-05, eta: 13:46:30, time: 0.976, data_time: 0.006, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9219, loss_cls: 0.8978, loss: 0.8978, grad_norm: 7.1730 2020-10-13 07:34:39,951 - mmaction - INFO - Epoch [41][1120/5010] lr: 7.500e-05, eta: 13:46:10, time: 0.984, data_time: 0.005, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9365, loss_cls: 0.8181, loss: 0.8181, grad_norm: 7.2058 2020-10-13 07:34:59,738 - mmaction - INFO - Epoch [41][1140/5010] lr: 7.500e-05, eta: 13:45:49, time: 0.988, data_time: 0.004, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9302, loss_cls: 0.8845, loss: 0.8845, grad_norm: 7.5890 2020-10-13 07:35:18,693 - mmaction - INFO - Epoch [41][1160/5010] lr: 7.500e-05, eta: 13:45:29, time: 0.949, data_time: 0.005, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9406, loss_cls: 0.7926, loss: 0.7926, grad_norm: 7.1123 2020-10-13 07:35:38,064 - mmaction - INFO - Epoch [41][1180/5010] lr: 7.500e-05, eta: 13:45:08, time: 0.965, data_time: 0.005, memory: 10398, top1_acc: 0.7990, top5_acc: 0.9354, loss_cls: 0.7909, loss: 0.7909, grad_norm: 6.8119 2020-10-13 07:35:57,337 - mmaction - INFO - Epoch [41][1200/5010] lr: 7.500e-05, eta: 13:44:48, time: 0.967, data_time: 0.007, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9323, loss_cls: 0.8558, loss: 0.8558, grad_norm: 7.3423 2020-10-13 07:36:16,680 - mmaction - INFO - Epoch [41][1220/5010] lr: 7.500e-05, eta: 13:44:27, time: 0.966, data_time: 0.004, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9198, loss_cls: 0.9344, loss: 0.9344, grad_norm: 7.5872 2020-10-13 07:36:36,429 - mmaction - INFO - Epoch [41][1240/5010] lr: 7.500e-05, eta: 13:44:07, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9292, loss_cls: 0.8503, loss: 0.8503, grad_norm: 7.3389 2020-10-13 07:36:55,171 - mmaction - INFO - Epoch [41][1260/5010] lr: 7.500e-05, eta: 13:43:46, time: 0.936, data_time: 0.005, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9281, loss_cls: 0.8359, loss: 0.8359, grad_norm: 7.1805 2020-10-13 07:37:14,538 - mmaction - INFO - Epoch [41][1280/5010] lr: 7.500e-05, eta: 13:43:26, time: 0.970, data_time: 0.005, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9219, loss_cls: 0.8664, loss: 0.8664, grad_norm: 7.2940 2020-10-13 07:37:34,205 - mmaction - INFO - Epoch [41][1300/5010] lr: 7.500e-05, eta: 13:43:06, time: 0.984, data_time: 0.006, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9125, loss_cls: 0.9222, loss: 0.9222, grad_norm: 7.2851 2020-10-13 07:37:52,972 - mmaction - INFO - Epoch [41][1320/5010] lr: 7.500e-05, eta: 13:42:45, time: 0.938, data_time: 0.002, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9250, loss_cls: 0.8334, loss: 0.8334, grad_norm: 7.0485 2020-10-13 07:38:12,400 - mmaction - INFO - Epoch [41][1340/5010] lr: 7.500e-05, eta: 13:42:25, time: 0.970, data_time: 0.004, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9302, loss_cls: 0.8631, loss: 0.8631, grad_norm: 7.2558 2020-10-13 07:38:32,421 - mmaction - INFO - Epoch [41][1360/5010] lr: 7.500e-05, eta: 13:42:04, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9354, loss_cls: 0.8116, loss: 0.8116, grad_norm: 7.0307 2020-10-13 07:38:51,728 - mmaction - INFO - Epoch [41][1380/5010] lr: 7.500e-05, eta: 13:41:44, time: 0.965, data_time: 0.002, memory: 10398, top1_acc: 0.8021, top5_acc: 0.9250, loss_cls: 0.8294, loss: 0.8294, grad_norm: 7.1818 2020-10-13 07:39:11,020 - mmaction - INFO - Epoch [41][1400/5010] lr: 7.500e-05, eta: 13:41:23, time: 0.964, data_time: 0.006, memory: 10398, top1_acc: 0.7990, top5_acc: 0.9333, loss_cls: 0.7615, loss: 0.7615, grad_norm: 6.6591 2020-10-13 07:39:30,041 - mmaction - INFO - Epoch [41][1420/5010] lr: 7.500e-05, eta: 13:41:03, time: 0.953, data_time: 0.006, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9156, loss_cls: 1.0213, loss: 1.0213, grad_norm: 7.7961 2020-10-13 07:39:49,844 - mmaction - INFO - Epoch [41][1440/5010] lr: 7.500e-05, eta: 13:40:42, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9187, loss_cls: 0.8806, loss: 0.8806, grad_norm: 7.2269 2020-10-13 07:40:08,994 - mmaction - INFO - Epoch [41][1460/5010] lr: 7.500e-05, eta: 13:40:22, time: 0.957, data_time: 0.005, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9188, loss_cls: 0.9339, loss: 0.9339, grad_norm: 7.1924 2020-10-13 07:40:28,381 - mmaction - INFO - Epoch [41][1480/5010] lr: 7.500e-05, eta: 13:40:01, time: 0.969, data_time: 0.002, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9177, loss_cls: 0.8962, loss: 0.8962, grad_norm: 7.2441 2020-10-13 07:40:47,462 - mmaction - INFO - Epoch [41][1500/5010] lr: 7.500e-05, eta: 13:39:41, time: 0.954, data_time: 0.002, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9271, loss_cls: 0.9017, loss: 0.9017, grad_norm: 7.5811 2020-10-13 07:41:07,051 - mmaction - INFO - Epoch [41][1520/5010] lr: 7.500e-05, eta: 13:39:21, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.7250, top5_acc: 0.9115, loss_cls: 0.9894, loss: 0.9894, grad_norm: 7.6329 2020-10-13 07:41:25,982 - mmaction - INFO - Epoch [41][1540/5010] lr: 7.500e-05, eta: 13:39:00, time: 0.946, data_time: 0.004, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9302, loss_cls: 0.8360, loss: 0.8360, grad_norm: 7.3085 2020-10-13 07:41:45,208 - mmaction - INFO - Epoch [41][1560/5010] lr: 7.500e-05, eta: 13:38:40, time: 0.961, data_time: 0.002, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9302, loss_cls: 0.8542, loss: 0.8542, grad_norm: 7.0651 2020-10-13 07:42:04,657 - mmaction - INFO - Epoch [41][1580/5010] lr: 7.500e-05, eta: 13:38:19, time: 0.972, data_time: 0.006, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9229, loss_cls: 0.8900, loss: 0.8900, grad_norm: 7.3770 2020-10-13 07:42:24,887 - mmaction - INFO - Epoch [41][1600/5010] lr: 7.500e-05, eta: 13:37:59, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9271, loss_cls: 0.8395, loss: 0.8395, grad_norm: 7.1061 2020-10-13 07:42:43,558 - mmaction - INFO - Epoch [41][1620/5010] lr: 7.500e-05, eta: 13:37:38, time: 0.934, data_time: 0.002, memory: 10398, top1_acc: 0.7979, top5_acc: 0.9438, loss_cls: 0.7831, loss: 0.7831, grad_norm: 7.3588 2020-10-13 07:43:02,763 - mmaction - INFO - Epoch [41][1640/5010] lr: 7.500e-05, eta: 13:37:18, time: 0.959, data_time: 0.005, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9260, loss_cls: 0.9036, loss: 0.9036, grad_norm: 7.3057 2020-10-13 07:43:21,970 - mmaction - INFO - Epoch [41][1660/5010] lr: 7.500e-05, eta: 13:36:57, time: 0.962, data_time: 0.005, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9281, loss_cls: 0.8551, loss: 0.8551, grad_norm: 7.3041 2020-10-13 07:43:40,986 - mmaction - INFO - Epoch [41][1680/5010] lr: 7.500e-05, eta: 13:36:37, time: 0.951, data_time: 0.002, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9271, loss_cls: 0.8570, loss: 0.8570, grad_norm: 7.0325 2020-10-13 07:44:00,323 - mmaction - INFO - Epoch [41][1700/5010] lr: 7.500e-05, eta: 13:36:16, time: 0.965, data_time: 0.005, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9240, loss_cls: 0.8594, loss: 0.8594, grad_norm: 7.0221 2020-10-13 07:44:19,220 - mmaction - INFO - Epoch [41][1720/5010] lr: 7.500e-05, eta: 13:35:56, time: 0.947, data_time: 0.005, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9354, loss_cls: 0.9091, loss: 0.9091, grad_norm: 7.4028 2020-10-13 07:44:38,482 - mmaction - INFO - Epoch [41][1740/5010] lr: 7.500e-05, eta: 13:35:35, time: 0.961, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9125, loss_cls: 0.9546, loss: 0.9546, grad_norm: 7.6751 2020-10-13 07:44:57,979 - mmaction - INFO - Epoch [41][1760/5010] lr: 7.500e-05, eta: 13:35:15, time: 0.977, data_time: 0.006, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9354, loss_cls: 0.8396, loss: 0.8396, grad_norm: 7.2141 2020-10-13 07:45:16,832 - mmaction - INFO - Epoch [41][1780/5010] lr: 7.500e-05, eta: 13:34:54, time: 0.941, data_time: 0.004, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9156, loss_cls: 0.9375, loss: 0.9375, grad_norm: 7.5818 2020-10-13 07:45:35,684 - mmaction - INFO - Epoch [41][1800/5010] lr: 7.500e-05, eta: 13:34:34, time: 0.944, data_time: 0.006, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9229, loss_cls: 0.8812, loss: 0.8812, grad_norm: 7.5563 2020-10-13 07:45:54,586 - mmaction - INFO - Epoch [41][1820/5010] lr: 7.500e-05, eta: 13:34:13, time: 0.944, data_time: 0.005, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9229, loss_cls: 0.8697, loss: 0.8697, grad_norm: 7.1695 2020-10-13 07:46:13,590 - mmaction - INFO - Epoch [41][1840/5010] lr: 7.500e-05, eta: 13:33:53, time: 0.952, data_time: 0.006, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9271, loss_cls: 0.9433, loss: 0.9433, grad_norm: 7.7883 2020-10-13 07:46:32,500 - mmaction - INFO - Epoch [41][1860/5010] lr: 7.500e-05, eta: 13:33:32, time: 0.946, data_time: 0.005, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9167, loss_cls: 0.9081, loss: 0.9081, grad_norm: 7.3534 2020-10-13 07:46:51,340 - mmaction - INFO - Epoch [41][1880/5010] lr: 7.500e-05, eta: 13:33:12, time: 0.942, data_time: 0.002, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9302, loss_cls: 0.8510, loss: 0.8510, grad_norm: 7.4615 2020-10-13 07:47:10,436 - mmaction - INFO - Epoch [41][1900/5010] lr: 7.500e-05, eta: 13:32:51, time: 0.953, data_time: 0.004, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9344, loss_cls: 0.8677, loss: 0.8677, grad_norm: 7.2502 2020-10-13 07:47:29,604 - mmaction - INFO - Epoch [41][1920/5010] lr: 7.500e-05, eta: 13:32:31, time: 0.960, data_time: 0.006, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9104, loss_cls: 0.9474, loss: 0.9474, grad_norm: 7.3290 2020-10-13 07:47:48,384 - mmaction - INFO - Epoch [41][1940/5010] lr: 7.500e-05, eta: 13:32:10, time: 0.939, data_time: 0.002, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9240, loss_cls: 0.8928, loss: 0.8928, grad_norm: 7.2865 2020-10-13 07:48:07,027 - mmaction - INFO - Epoch [41][1960/5010] lr: 7.500e-05, eta: 13:31:49, time: 0.931, data_time: 0.005, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9250, loss_cls: 0.8955, loss: 0.8955, grad_norm: 7.3724 2020-10-13 07:48:26,233 - mmaction - INFO - Epoch [41][1980/5010] lr: 7.500e-05, eta: 13:31:29, time: 0.962, data_time: 0.005, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9177, loss_cls: 0.8490, loss: 0.8490, grad_norm: 7.0942 2020-10-13 07:48:45,249 - mmaction - INFO - Epoch [41][2000/5010] lr: 7.500e-05, eta: 13:31:08, time: 0.951, data_time: 0.002, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9250, loss_cls: 0.8560, loss: 0.8560, grad_norm: 7.1998 2020-10-13 07:49:04,346 - mmaction - INFO - Epoch [41][2020/5010] lr: 7.500e-05, eta: 13:30:48, time: 0.953, data_time: 0.005, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9073, loss_cls: 0.9546, loss: 0.9546, grad_norm: 7.6398 2020-10-13 07:49:23,482 - mmaction - INFO - Epoch [41][2040/5010] lr: 7.500e-05, eta: 13:30:27, time: 0.959, data_time: 0.006, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9333, loss_cls: 0.8502, loss: 0.8502, grad_norm: 7.1587 2020-10-13 07:49:42,314 - mmaction - INFO - Epoch [41][2060/5010] lr: 7.500e-05, eta: 13:30:07, time: 0.940, data_time: 0.002, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9302, loss_cls: 0.8544, loss: 0.8544, grad_norm: 7.2142 2020-10-13 07:50:01,423 - mmaction - INFO - Epoch [41][2080/5010] lr: 7.500e-05, eta: 13:29:46, time: 0.955, data_time: 0.006, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9229, loss_cls: 0.9206, loss: 0.9206, grad_norm: 7.3843 2020-10-13 07:50:20,408 - mmaction - INFO - Epoch [41][2100/5010] lr: 7.500e-05, eta: 13:29:26, time: 0.951, data_time: 0.006, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9271, loss_cls: 0.8250, loss: 0.8250, grad_norm: 7.0811 2020-10-13 07:50:39,691 - mmaction - INFO - Epoch [41][2120/5010] lr: 7.500e-05, eta: 13:29:05, time: 0.962, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9271, loss_cls: 0.8811, loss: 0.8811, grad_norm: 7.4402 2020-10-13 07:50:58,287 - mmaction - INFO - Epoch [41][2140/5010] lr: 7.500e-05, eta: 13:28:45, time: 0.932, data_time: 0.007, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9219, loss_cls: 0.8980, loss: 0.8980, grad_norm: 7.0599 2020-10-13 07:51:17,579 - mmaction - INFO - Epoch [41][2160/5010] lr: 7.500e-05, eta: 13:28:24, time: 0.963, data_time: 0.004, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9302, loss_cls: 0.8680, loss: 0.8680, grad_norm: 7.1803 2020-10-13 07:51:36,583 - mmaction - INFO - Epoch [41][2180/5010] lr: 7.500e-05, eta: 13:28:04, time: 0.952, data_time: 0.006, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9260, loss_cls: 0.8687, loss: 0.8687, grad_norm: 7.2912 2020-10-13 07:51:55,479 - mmaction - INFO - Epoch [41][2200/5010] lr: 7.500e-05, eta: 13:27:43, time: 0.945, data_time: 0.002, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9375, loss_cls: 0.8742, loss: 0.8742, grad_norm: 7.5475 2020-10-13 07:52:14,361 - mmaction - INFO - Epoch [41][2220/5010] lr: 7.500e-05, eta: 13:27:22, time: 0.942, data_time: 0.004, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9094, loss_cls: 0.9557, loss: 0.9557, grad_norm: 7.2216 2020-10-13 07:52:33,398 - mmaction - INFO - Epoch [41][2240/5010] lr: 7.500e-05, eta: 13:27:02, time: 0.954, data_time: 0.005, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9219, loss_cls: 0.8857, loss: 0.8857, grad_norm: 7.4063 2020-10-13 07:52:52,420 - mmaction - INFO - Epoch [41][2260/5010] lr: 7.500e-05, eta: 13:26:41, time: 0.951, data_time: 0.002, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9292, loss_cls: 0.8629, loss: 0.8629, grad_norm: 7.3731 2020-10-13 07:53:11,798 - mmaction - INFO - Epoch [41][2280/5010] lr: 7.500e-05, eta: 13:26:21, time: 0.969, data_time: 0.002, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9167, loss_cls: 0.8975, loss: 0.8975, grad_norm: 7.4663 2020-10-13 07:53:30,543 - mmaction - INFO - Epoch [41][2300/5010] lr: 7.500e-05, eta: 13:26:00, time: 0.937, data_time: 0.002, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9229, loss_cls: 0.9376, loss: 0.9376, grad_norm: 7.5839 2020-10-13 07:53:49,526 - mmaction - INFO - Epoch [41][2320/5010] lr: 7.500e-05, eta: 13:25:40, time: 0.949, data_time: 0.002, memory: 10398, top1_acc: 0.8021, top5_acc: 0.9344, loss_cls: 0.8035, loss: 0.8035, grad_norm: 6.6781 2020-10-13 07:54:08,568 - mmaction - INFO - Epoch [41][2340/5010] lr: 7.500e-05, eta: 13:25:19, time: 0.950, data_time: 0.004, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9260, loss_cls: 0.8742, loss: 0.8742, grad_norm: 7.1719 2020-10-13 07:54:28,461 - mmaction - INFO - Epoch [41][2360/5010] lr: 7.500e-05, eta: 13:24:59, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9146, loss_cls: 0.9555, loss: 0.9555, grad_norm: 7.5371 2020-10-13 07:54:47,032 - mmaction - INFO - Epoch [41][2380/5010] lr: 7.500e-05, eta: 13:24:38, time: 0.929, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9229, loss_cls: 0.8810, loss: 0.8810, grad_norm: 7.4370 2020-10-13 07:55:06,147 - mmaction - INFO - Epoch [41][2400/5010] lr: 7.500e-05, eta: 13:24:18, time: 0.955, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9198, loss_cls: 0.8861, loss: 0.8861, grad_norm: 7.2847 2020-10-13 07:55:25,233 - mmaction - INFO - Epoch [41][2420/5010] lr: 7.500e-05, eta: 13:23:57, time: 0.954, data_time: 0.002, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9125, loss_cls: 0.9402, loss: 0.9402, grad_norm: 7.2519 2020-10-13 07:55:44,042 - mmaction - INFO - Epoch [41][2440/5010] lr: 7.500e-05, eta: 13:23:37, time: 0.941, data_time: 0.002, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9240, loss_cls: 0.8683, loss: 0.8683, grad_norm: 7.4990 2020-10-13 07:56:03,516 - mmaction - INFO - Epoch [41][2460/5010] lr: 7.500e-05, eta: 13:23:16, time: 0.972, data_time: 0.004, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9240, loss_cls: 0.9092, loss: 0.9092, grad_norm: 7.7373 2020-10-13 07:56:22,842 - mmaction - INFO - Epoch [41][2480/5010] lr: 7.500e-05, eta: 13:22:56, time: 0.968, data_time: 0.005, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9187, loss_cls: 0.8862, loss: 0.8862, grad_norm: 7.2211 2020-10-13 07:56:42,703 - mmaction - INFO - Epoch [41][2500/5010] lr: 7.500e-05, eta: 13:22:36, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.7687, top5_acc: 0.9146, loss_cls: 0.9385, loss: 0.9385, grad_norm: 7.4582 2020-10-13 07:57:02,111 - mmaction - INFO - Epoch [41][2520/5010] lr: 7.500e-05, eta: 13:22:15, time: 0.969, data_time: 0.004, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9240, loss_cls: 0.8937, loss: 0.8937, grad_norm: 7.2167 2020-10-13 07:57:20,872 - mmaction - INFO - Epoch [41][2540/5010] lr: 7.500e-05, eta: 13:21:55, time: 0.940, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9073, loss_cls: 0.9698, loss: 0.9698, grad_norm: 7.6151 2020-10-13 07:57:40,179 - mmaction - INFO - Epoch [41][2560/5010] lr: 7.500e-05, eta: 13:21:34, time: 0.964, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9000, loss_cls: 0.9656, loss: 0.9656, grad_norm: 7.3440 2020-10-13 07:57:59,380 - mmaction - INFO - Epoch [41][2580/5010] lr: 7.500e-05, eta: 13:21:14, time: 0.962, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.8969, loss_cls: 1.0301, loss: 1.0301, grad_norm: 7.7487 2020-10-13 07:58:19,782 - mmaction - INFO - Epoch [41][2600/5010] lr: 7.500e-05, eta: 13:20:54, time: 1.019, data_time: 0.005, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9312, loss_cls: 0.8550, loss: 0.8550, grad_norm: 7.4646 2020-10-13 07:58:38,750 - mmaction - INFO - Epoch [41][2620/5010] lr: 7.500e-05, eta: 13:20:33, time: 0.949, data_time: 0.004, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9271, loss_cls: 0.9221, loss: 0.9221, grad_norm: 7.3489 2020-10-13 07:58:58,385 - mmaction - INFO - Epoch [41][2640/5010] lr: 7.500e-05, eta: 13:20:13, time: 0.980, data_time: 0.004, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.8877, loss: 0.8877, grad_norm: 7.4669 2020-10-13 07:59:17,508 - mmaction - INFO - Epoch [41][2660/5010] lr: 7.500e-05, eta: 13:19:52, time: 0.958, data_time: 0.005, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9250, loss_cls: 0.8879, loss: 0.8879, grad_norm: 7.1785 2020-10-13 07:59:36,908 - mmaction - INFO - Epoch [41][2680/5010] lr: 7.500e-05, eta: 13:19:32, time: 0.967, data_time: 0.004, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9260, loss_cls: 0.9262, loss: 0.9262, grad_norm: 7.4484 2020-10-13 07:59:57,337 - mmaction - INFO - Epoch [41][2700/5010] lr: 7.500e-05, eta: 13:19:12, time: 1.024, data_time: 0.007, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9229, loss_cls: 0.8667, loss: 0.8667, grad_norm: 7.1451 2020-10-13 08:00:22,375 - mmaction - INFO - Epoch [41][2720/5010] lr: 7.500e-05, eta: 13:18:52, time: 1.243, data_time: 0.009, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9052, loss_cls: 0.9581, loss: 0.9581, grad_norm: 7.2353 2020-10-13 08:00:40,426 - mmaction - INFO - Epoch [41][2740/5010] lr: 7.500e-05, eta: 13:18:32, time: 0.912, data_time: 0.019, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9125, loss_cls: 0.9178, loss: 0.9178, grad_norm: 6.9976 2020-10-13 08:01:00,136 - mmaction - INFO - Epoch [41][2760/5010] lr: 7.500e-05, eta: 13:18:11, time: 0.982, data_time: 0.004, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9167, loss_cls: 0.9488, loss: 0.9488, grad_norm: 7.9394 2020-10-13 08:01:18,728 - mmaction - INFO - Epoch [41][2780/5010] lr: 7.500e-05, eta: 13:17:51, time: 0.933, data_time: 0.007, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9323, loss_cls: 0.8580, loss: 0.8580, grad_norm: 7.2128 2020-10-13 08:01:38,875 - mmaction - INFO - Epoch [41][2800/5010] lr: 7.500e-05, eta: 13:17:30, time: 1.006, data_time: 0.004, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9354, loss_cls: 0.8479, loss: 0.8479, grad_norm: 7.2439 2020-10-13 08:01:58,874 - mmaction - INFO - Epoch [41][2820/5010] lr: 7.500e-05, eta: 13:17:10, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9333, loss_cls: 0.8469, loss: 0.8469, grad_norm: 7.1448 2020-10-13 08:02:17,880 - mmaction - INFO - Epoch [41][2840/5010] lr: 7.500e-05, eta: 13:16:50, time: 0.950, data_time: 0.002, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9229, loss_cls: 0.9218, loss: 0.9218, grad_norm: 7.5544 2020-10-13 08:02:36,707 - mmaction - INFO - Epoch [41][2860/5010] lr: 7.500e-05, eta: 13:16:29, time: 0.941, data_time: 0.002, memory: 10398, top1_acc: 0.7979, top5_acc: 0.9250, loss_cls: 0.8011, loss: 0.8011, grad_norm: 7.1161 2020-10-13 08:02:56,539 - mmaction - INFO - Epoch [41][2880/5010] lr: 7.500e-05, eta: 13:16:09, time: 0.990, data_time: 0.004, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9323, loss_cls: 0.8361, loss: 0.8361, grad_norm: 7.0869 2020-10-13 08:03:15,981 - mmaction - INFO - Epoch [41][2900/5010] lr: 7.500e-05, eta: 13:15:48, time: 0.974, data_time: 0.005, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9354, loss_cls: 0.8395, loss: 0.8395, grad_norm: 7.1901 2020-10-13 08:03:35,351 - mmaction - INFO - Epoch [41][2920/5010] lr: 7.500e-05, eta: 13:15:28, time: 0.968, data_time: 0.004, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9313, loss_cls: 0.8657, loss: 0.8657, grad_norm: 7.3108 2020-10-13 08:03:56,367 - mmaction - INFO - Epoch [41][2940/5010] lr: 7.500e-05, eta: 13:15:08, time: 1.051, data_time: 0.002, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9219, loss_cls: 0.9384, loss: 0.9384, grad_norm: 7.6261 2020-10-13 08:04:14,973 - mmaction - INFO - Epoch [41][2960/5010] lr: 7.500e-05, eta: 13:14:47, time: 0.928, data_time: 0.004, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9198, loss_cls: 0.8721, loss: 0.8721, grad_norm: 7.2531 2020-10-13 08:04:34,365 - mmaction - INFO - Epoch [41][2980/5010] lr: 7.500e-05, eta: 13:14:27, time: 0.971, data_time: 0.006, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9281, loss_cls: 0.9171, loss: 0.9171, grad_norm: 7.5608 2020-10-13 08:04:53,887 - mmaction - INFO - Epoch [41][3000/5010] lr: 7.500e-05, eta: 13:14:06, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9104, loss_cls: 0.9494, loss: 0.9494, grad_norm: 7.4454 2020-10-13 08:05:13,638 - mmaction - INFO - Epoch [41][3020/5010] lr: 7.500e-05, eta: 13:13:46, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9083, loss_cls: 0.9712, loss: 0.9712, grad_norm: 7.3693 2020-10-13 08:05:32,734 - mmaction - INFO - Epoch [41][3040/5010] lr: 7.500e-05, eta: 13:13:26, time: 0.959, data_time: 0.009, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9208, loss_cls: 0.9011, loss: 0.9011, grad_norm: 7.3371 2020-10-13 08:05:52,175 - mmaction - INFO - Epoch [41][3060/5010] lr: 7.500e-05, eta: 13:13:05, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9302, loss_cls: 0.8623, loss: 0.8623, grad_norm: 7.2906 2020-10-13 08:06:11,930 - mmaction - INFO - Epoch [41][3080/5010] lr: 7.500e-05, eta: 13:12:45, time: 0.986, data_time: 0.004, memory: 10398, top1_acc: 0.8010, top5_acc: 0.9271, loss_cls: 0.8223, loss: 0.8223, grad_norm: 6.9955 2020-10-13 08:06:30,899 - mmaction - INFO - Epoch [41][3100/5010] lr: 7.500e-05, eta: 13:12:24, time: 0.950, data_time: 0.007, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9208, loss_cls: 0.8999, loss: 0.8999, grad_norm: 7.4097 2020-10-13 08:06:50,284 - mmaction - INFO - Epoch [41][3120/5010] lr: 7.500e-05, eta: 13:12:04, time: 0.969, data_time: 0.002, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.8851, loss: 0.8851, grad_norm: 7.2182 2020-10-13 08:07:09,733 - mmaction - INFO - Epoch [41][3140/5010] lr: 7.500e-05, eta: 13:11:44, time: 0.971, data_time: 0.004, memory: 10398, top1_acc: 0.7969, top5_acc: 0.9260, loss_cls: 0.8249, loss: 0.8249, grad_norm: 6.9184 2020-10-13 08:07:29,858 - mmaction - INFO - Epoch [41][3160/5010] lr: 7.500e-05, eta: 13:11:23, time: 1.008, data_time: 0.006, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9156, loss_cls: 0.8663, loss: 0.8663, grad_norm: 7.0469 2020-10-13 08:07:48,987 - mmaction - INFO - Epoch [41][3180/5010] lr: 7.500e-05, eta: 13:11:03, time: 0.956, data_time: 0.002, memory: 10398, top1_acc: 0.7938, top5_acc: 0.9188, loss_cls: 0.8620, loss: 0.8620, grad_norm: 7.3099 2020-10-13 08:08:08,167 - mmaction - INFO - Epoch [41][3200/5010] lr: 7.500e-05, eta: 13:10:42, time: 0.958, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9240, loss_cls: 0.9068, loss: 0.9068, grad_norm: 7.3796 2020-10-13 08:08:27,799 - mmaction - INFO - Epoch [41][3220/5010] lr: 7.500e-05, eta: 13:10:22, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9177, loss_cls: 0.8874, loss: 0.8874, grad_norm: 7.0477 2020-10-13 08:08:46,965 - mmaction - INFO - Epoch [41][3240/5010] lr: 7.500e-05, eta: 13:10:01, time: 0.958, data_time: 0.002, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9167, loss_cls: 0.9526, loss: 0.9526, grad_norm: 7.5368 2020-10-13 08:09:06,218 - mmaction - INFO - Epoch [41][3260/5010] lr: 7.500e-05, eta: 13:09:41, time: 0.961, data_time: 0.005, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9115, loss_cls: 0.9697, loss: 0.9697, grad_norm: 7.6876 2020-10-13 08:09:26,212 - mmaction - INFO - Epoch [41][3280/5010] lr: 7.500e-05, eta: 13:09:21, time: 1.001, data_time: 0.005, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9333, loss_cls: 0.8482, loss: 0.8482, grad_norm: 7.3758 2020-10-13 08:09:45,913 - mmaction - INFO - Epoch [41][3300/5010] lr: 7.500e-05, eta: 13:09:00, time: 0.985, data_time: 0.003, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9292, loss_cls: 0.8734, loss: 0.8734, grad_norm: 7.1603 2020-10-13 08:10:04,714 - mmaction - INFO - Epoch [41][3320/5010] lr: 7.500e-05, eta: 13:08:40, time: 0.940, data_time: 0.004, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9208, loss_cls: 0.9497, loss: 0.9497, grad_norm: 7.4372 2020-10-13 08:10:24,514 - mmaction - INFO - Epoch [41][3340/5010] lr: 7.500e-05, eta: 13:08:19, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9188, loss_cls: 0.9648, loss: 0.9648, grad_norm: 7.5658 2020-10-13 08:10:43,967 - mmaction - INFO - Epoch [41][3360/5010] lr: 7.500e-05, eta: 13:07:59, time: 0.973, data_time: 0.002, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9313, loss_cls: 0.8145, loss: 0.8145, grad_norm: 7.0949 2020-10-13 08:11:04,221 - mmaction - INFO - Epoch [41][3380/5010] lr: 7.500e-05, eta: 13:07:39, time: 1.011, data_time: 0.004, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9281, loss_cls: 0.8284, loss: 0.8284, grad_norm: 6.9766 2020-10-13 08:11:23,351 - mmaction - INFO - Epoch [41][3400/5010] lr: 7.500e-05, eta: 13:07:18, time: 0.958, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9135, loss_cls: 0.9306, loss: 0.9306, grad_norm: 7.2971 2020-10-13 08:11:42,352 - mmaction - INFO - Epoch [41][3420/5010] lr: 7.500e-05, eta: 13:06:58, time: 0.950, data_time: 0.002, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9240, loss_cls: 0.8302, loss: 0.8302, grad_norm: 7.0153 2020-10-13 08:12:01,839 - mmaction - INFO - Epoch [41][3440/5010] lr: 7.500e-05, eta: 13:06:37, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9177, loss_cls: 0.8550, loss: 0.8550, grad_norm: 7.1111 2020-10-13 08:12:21,774 - mmaction - INFO - Epoch [41][3460/5010] lr: 7.500e-05, eta: 13:06:17, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9281, loss_cls: 0.8621, loss: 0.8621, grad_norm: 7.2671 2020-10-13 08:12:41,370 - mmaction - INFO - Epoch [41][3480/5010] lr: 7.500e-05, eta: 13:05:57, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9375, loss_cls: 0.8538, loss: 0.8538, grad_norm: 7.5321 2020-10-13 08:13:00,402 - mmaction - INFO - Epoch [41][3500/5010] lr: 7.500e-05, eta: 13:05:36, time: 0.950, data_time: 0.005, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9156, loss_cls: 0.9065, loss: 0.9065, grad_norm: 7.3200 2020-10-13 08:13:19,362 - mmaction - INFO - Epoch [41][3520/5010] lr: 7.500e-05, eta: 13:05:16, time: 0.950, data_time: 0.006, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9156, loss_cls: 0.9095, loss: 0.9095, grad_norm: 7.4812 2020-10-13 08:13:39,834 - mmaction - INFO - Epoch [41][3540/5010] lr: 7.500e-05, eta: 13:04:56, time: 1.022, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9177, loss_cls: 0.9279, loss: 0.9279, grad_norm: 7.3929 2020-10-13 08:13:58,346 - mmaction - INFO - Epoch [41][3560/5010] lr: 7.500e-05, eta: 13:04:35, time: 0.927, data_time: 0.006, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9313, loss_cls: 0.8673, loss: 0.8673, grad_norm: 7.1050 2020-10-13 08:14:17,553 - mmaction - INFO - Epoch [41][3580/5010] lr: 7.500e-05, eta: 13:04:14, time: 0.959, data_time: 0.005, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9281, loss_cls: 0.8986, loss: 0.8986, grad_norm: 7.5957 2020-10-13 08:14:36,990 - mmaction - INFO - Epoch [41][3600/5010] lr: 7.500e-05, eta: 13:03:54, time: 0.973, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9260, loss_cls: 0.8434, loss: 0.8434, grad_norm: 7.0287 2020-10-13 08:14:56,145 - mmaction - INFO - Epoch [41][3620/5010] lr: 7.500e-05, eta: 13:03:34, time: 0.956, data_time: 0.005, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9177, loss_cls: 0.8884, loss: 0.8884, grad_norm: 7.1732 2020-10-13 08:15:15,923 - mmaction - INFO - Epoch [41][3640/5010] lr: 7.500e-05, eta: 13:03:13, time: 0.991, data_time: 0.006, memory: 10398, top1_acc: 0.8010, top5_acc: 0.9229, loss_cls: 0.8197, loss: 0.8197, grad_norm: 6.8833 2020-10-13 08:15:35,959 - mmaction - INFO - Epoch [41][3660/5010] lr: 7.500e-05, eta: 13:02:53, time: 1.002, data_time: 0.006, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9219, loss_cls: 0.8656, loss: 0.8656, grad_norm: 7.0903 2020-10-13 08:15:56,748 - mmaction - INFO - Epoch [41][3680/5010] lr: 7.500e-05, eta: 13:02:33, time: 1.040, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9125, loss_cls: 0.9152, loss: 0.9152, grad_norm: 7.5028 2020-10-13 08:16:16,056 - mmaction - INFO - Epoch [41][3700/5010] lr: 7.500e-05, eta: 13:02:12, time: 0.964, data_time: 0.004, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9365, loss_cls: 0.8518, loss: 0.8518, grad_norm: 7.3611 2020-10-13 08:16:35,163 - mmaction - INFO - Epoch [41][3720/5010] lr: 7.500e-05, eta: 13:01:52, time: 0.957, data_time: 0.005, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9438, loss_cls: 0.8681, loss: 0.8681, grad_norm: 7.1466 2020-10-13 08:16:55,117 - mmaction - INFO - Epoch [41][3740/5010] lr: 7.500e-05, eta: 13:01:32, time: 0.998, data_time: 0.002, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9292, loss_cls: 0.8257, loss: 0.8257, grad_norm: 6.9696 2020-10-13 08:17:14,847 - mmaction - INFO - Epoch [41][3760/5010] lr: 7.500e-05, eta: 13:01:11, time: 0.985, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9240, loss_cls: 0.8971, loss: 0.8971, grad_norm: 7.5217 2020-10-13 08:17:34,404 - mmaction - INFO - Epoch [41][3780/5010] lr: 7.500e-05, eta: 13:00:51, time: 0.979, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9177, loss_cls: 0.9175, loss: 0.9175, grad_norm: 7.4737 2020-10-13 08:17:54,104 - mmaction - INFO - Epoch [41][3800/5010] lr: 7.500e-05, eta: 13:00:31, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9188, loss_cls: 0.8853, loss: 0.8853, grad_norm: 7.3278 2020-10-13 08:18:13,223 - mmaction - INFO - Epoch [41][3820/5010] lr: 7.500e-05, eta: 13:00:10, time: 0.955, data_time: 0.004, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9250, loss_cls: 0.8786, loss: 0.8786, grad_norm: 7.4385 2020-10-13 08:18:32,931 - mmaction - INFO - Epoch [41][3840/5010] lr: 7.500e-05, eta: 12:59:50, time: 0.987, data_time: 0.006, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9250, loss_cls: 0.9053, loss: 0.9053, grad_norm: 7.2078 2020-10-13 08:18:52,608 - mmaction - INFO - Epoch [41][3860/5010] lr: 7.500e-05, eta: 12:59:29, time: 0.984, data_time: 0.002, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9260, loss_cls: 0.8586, loss: 0.8586, grad_norm: 6.9277 2020-10-13 08:19:11,867 - mmaction - INFO - Epoch [41][3880/5010] lr: 7.500e-05, eta: 12:59:09, time: 0.961, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9240, loss_cls: 0.8701, loss: 0.8701, grad_norm: 7.1674 2020-10-13 08:19:32,016 - mmaction - INFO - Epoch [41][3900/5010] lr: 7.500e-05, eta: 12:58:49, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9177, loss_cls: 0.9261, loss: 0.9261, grad_norm: 7.5325 2020-10-13 08:19:51,788 - mmaction - INFO - Epoch [41][3920/5010] lr: 7.500e-05, eta: 12:58:28, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9271, loss_cls: 0.8969, loss: 0.8969, grad_norm: 7.2815 2020-10-13 08:20:11,172 - mmaction - INFO - Epoch [41][3940/5010] lr: 7.500e-05, eta: 12:58:08, time: 0.969, data_time: 0.004, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9062, loss_cls: 0.9736, loss: 0.9736, grad_norm: 7.3330 2020-10-13 08:20:30,223 - mmaction - INFO - Epoch [41][3960/5010] lr: 7.500e-05, eta: 12:57:47, time: 0.953, data_time: 0.002, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9406, loss_cls: 0.7930, loss: 0.7930, grad_norm: 6.9861 2020-10-13 08:20:49,741 - mmaction - INFO - Epoch [41][3980/5010] lr: 7.500e-05, eta: 12:57:27, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9323, loss_cls: 0.7820, loss: 0.7820, grad_norm: 6.9224 2020-10-13 08:21:09,565 - mmaction - INFO - Epoch [41][4000/5010] lr: 7.500e-05, eta: 12:57:07, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9333, loss_cls: 0.8606, loss: 0.8606, grad_norm: 7.3748 2020-10-13 08:21:30,021 - mmaction - INFO - Epoch [41][4020/5010] lr: 7.500e-05, eta: 12:56:47, time: 1.026, data_time: 0.007, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9229, loss_cls: 0.8753, loss: 0.8753, grad_norm: 7.2537 2020-10-13 08:21:49,246 - mmaction - INFO - Epoch [41][4040/5010] lr: 7.500e-05, eta: 12:56:26, time: 0.961, data_time: 0.002, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9281, loss_cls: 0.8686, loss: 0.8686, grad_norm: 7.2663 2020-10-13 08:22:09,827 - mmaction - INFO - Epoch [41][4060/5010] lr: 7.500e-05, eta: 12:56:06, time: 1.028, data_time: 0.004, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9219, loss_cls: 0.9162, loss: 0.9162, grad_norm: 7.5151 2020-10-13 08:22:28,526 - mmaction - INFO - Epoch [41][4080/5010] lr: 7.500e-05, eta: 12:55:45, time: 0.936, data_time: 0.004, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9125, loss_cls: 0.9558, loss: 0.9558, grad_norm: 7.3876 2020-10-13 08:22:47,436 - mmaction - INFO - Epoch [41][4100/5010] lr: 7.500e-05, eta: 12:55:25, time: 0.946, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9208, loss_cls: 0.8643, loss: 0.8643, grad_norm: 7.1479 2020-10-13 08:23:07,798 - mmaction - INFO - Epoch [41][4120/5010] lr: 7.500e-05, eta: 12:55:05, time: 1.018, data_time: 0.005, memory: 10398, top1_acc: 0.7969, top5_acc: 0.9344, loss_cls: 0.7949, loss: 0.7949, grad_norm: 6.9688 2020-10-13 08:23:26,969 - mmaction - INFO - Epoch [41][4140/5010] lr: 7.500e-05, eta: 12:54:44, time: 0.959, data_time: 0.002, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9208, loss_cls: 0.9174, loss: 0.9174, grad_norm: 7.3653 2020-10-13 08:23:47,363 - mmaction - INFO - Epoch [41][4160/5010] lr: 7.500e-05, eta: 12:54:24, time: 1.019, data_time: 0.002, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9198, loss_cls: 0.8319, loss: 0.8319, grad_norm: 7.1717 2020-10-13 08:24:06,513 - mmaction - INFO - Epoch [41][4180/5010] lr: 7.500e-05, eta: 12:54:04, time: 0.956, data_time: 0.004, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9250, loss_cls: 0.8955, loss: 0.8955, grad_norm: 7.5328 2020-10-13 08:24:26,322 - mmaction - INFO - Epoch [41][4200/5010] lr: 7.500e-05, eta: 12:53:43, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9302, loss_cls: 0.8666, loss: 0.8666, grad_norm: 6.9874 2020-10-13 08:24:45,720 - mmaction - INFO - Epoch [41][4220/5010] lr: 7.500e-05, eta: 12:53:23, time: 0.970, data_time: 0.002, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9250, loss_cls: 0.8587, loss: 0.8587, grad_norm: 7.2008 2020-10-13 08:25:05,952 - mmaction - INFO - Epoch [41][4240/5010] lr: 7.500e-05, eta: 12:53:03, time: 1.012, data_time: 0.004, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9312, loss_cls: 0.8872, loss: 0.8872, grad_norm: 7.4669 2020-10-13 08:25:25,487 - mmaction - INFO - Epoch [41][4260/5010] lr: 7.500e-05, eta: 12:52:42, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9104, loss_cls: 0.9488, loss: 0.9488, grad_norm: 7.6179 2020-10-13 08:25:44,861 - mmaction - INFO - Epoch [41][4280/5010] lr: 7.500e-05, eta: 12:52:22, time: 0.969, data_time: 0.002, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9313, loss_cls: 0.7647, loss: 0.7647, grad_norm: 6.8441 2020-10-13 08:26:04,787 - mmaction - INFO - Epoch [41][4300/5010] lr: 7.500e-05, eta: 12:52:01, time: 0.995, data_time: 0.004, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9250, loss_cls: 0.9040, loss: 0.9040, grad_norm: 7.4902 2020-10-13 08:26:24,131 - mmaction - INFO - Epoch [41][4320/5010] lr: 7.500e-05, eta: 12:51:41, time: 0.967, data_time: 0.004, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9250, loss_cls: 0.9380, loss: 0.9380, grad_norm: 7.8298 2020-10-13 08:26:42,919 - mmaction - INFO - Epoch [41][4340/5010] lr: 7.500e-05, eta: 12:51:21, time: 0.941, data_time: 0.003, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9240, loss_cls: 0.8940, loss: 0.8940, grad_norm: 7.5604 2020-10-13 08:27:02,305 - mmaction - INFO - Epoch [41][4360/5010] lr: 7.500e-05, eta: 12:51:00, time: 0.967, data_time: 0.004, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9240, loss_cls: 0.9302, loss: 0.9302, grad_norm: 7.4798 2020-10-13 08:27:21,900 - mmaction - INFO - Epoch [41][4380/5010] lr: 7.500e-05, eta: 12:50:40, time: 0.981, data_time: 0.006, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9365, loss_cls: 0.8878, loss: 0.8878, grad_norm: 7.6064 2020-10-13 08:27:41,643 - mmaction - INFO - Epoch [41][4400/5010] lr: 7.500e-05, eta: 12:50:19, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9177, loss_cls: 0.8690, loss: 0.8690, grad_norm: 7.1993 2020-10-13 08:28:00,862 - mmaction - INFO - Epoch [41][4420/5010] lr: 7.500e-05, eta: 12:49:59, time: 0.959, data_time: 0.005, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9167, loss_cls: 0.8952, loss: 0.8952, grad_norm: 7.1739 2020-10-13 08:28:20,808 - mmaction - INFO - Epoch [41][4440/5010] lr: 7.500e-05, eta: 12:49:39, time: 0.999, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9083, loss_cls: 0.9530, loss: 0.9530, grad_norm: 7.7614 2020-10-13 08:28:40,117 - mmaction - INFO - Epoch [41][4460/5010] lr: 7.500e-05, eta: 12:49:18, time: 0.963, data_time: 0.004, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9198, loss_cls: 0.8944, loss: 0.8944, grad_norm: 7.6337 2020-10-13 08:28:59,716 - mmaction - INFO - Epoch [41][4480/5010] lr: 7.500e-05, eta: 12:48:58, time: 0.982, data_time: 0.006, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9240, loss_cls: 0.9514, loss: 0.9514, grad_norm: 7.5575 2020-10-13 08:29:19,759 - mmaction - INFO - Epoch [41][4500/5010] lr: 7.500e-05, eta: 12:48:38, time: 0.998, data_time: 0.004, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9396, loss_cls: 0.7740, loss: 0.7740, grad_norm: 6.7513 2020-10-13 08:29:38,471 - mmaction - INFO - Epoch [41][4520/5010] lr: 7.500e-05, eta: 12:48:17, time: 0.939, data_time: 0.007, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9146, loss_cls: 0.8965, loss: 0.8965, grad_norm: 7.3936 2020-10-13 08:29:58,404 - mmaction - INFO - Epoch [41][4540/5010] lr: 7.500e-05, eta: 12:47:57, time: 0.995, data_time: 0.005, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9292, loss_cls: 0.8724, loss: 0.8724, grad_norm: 7.2979 2020-10-13 08:30:17,270 - mmaction - INFO - Epoch [41][4560/5010] lr: 7.500e-05, eta: 12:47:36, time: 0.945, data_time: 0.005, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9240, loss_cls: 0.8800, loss: 0.8800, grad_norm: 7.2401 2020-10-13 08:30:36,703 - mmaction - INFO - Epoch [41][4580/5010] lr: 7.500e-05, eta: 12:47:16, time: 0.970, data_time: 0.004, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9177, loss_cls: 0.9040, loss: 0.9040, grad_norm: 7.3549 2020-10-13 08:30:56,377 - mmaction - INFO - Epoch [41][4600/5010] lr: 7.500e-05, eta: 12:46:55, time: 0.985, data_time: 0.006, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9281, loss_cls: 0.8809, loss: 0.8809, grad_norm: 7.3126 2020-10-13 08:31:15,851 - mmaction - INFO - Epoch [41][4620/5010] lr: 7.500e-05, eta: 12:46:35, time: 0.972, data_time: 0.005, memory: 10398, top1_acc: 0.7938, top5_acc: 0.9469, loss_cls: 0.7663, loss: 0.7663, grad_norm: 7.0816 2020-10-13 08:31:35,274 - mmaction - INFO - Epoch [41][4640/5010] lr: 7.500e-05, eta: 12:46:15, time: 0.973, data_time: 0.006, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9135, loss_cls: 0.8542, loss: 0.8542, grad_norm: 7.2543 2020-10-13 08:31:54,163 - mmaction - INFO - Epoch [41][4660/5010] lr: 7.500e-05, eta: 12:45:54, time: 0.945, data_time: 0.002, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9271, loss_cls: 0.8206, loss: 0.8206, grad_norm: 7.0555 2020-10-13 08:32:13,109 - mmaction - INFO - Epoch [41][4680/5010] lr: 7.500e-05, eta: 12:45:34, time: 0.947, data_time: 0.006, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9115, loss_cls: 0.9138, loss: 0.9138, grad_norm: 7.4227 2020-10-13 08:32:32,440 - mmaction - INFO - Epoch [41][4700/5010] lr: 7.500e-05, eta: 12:45:13, time: 0.965, data_time: 0.003, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9406, loss_cls: 0.8608, loss: 0.8608, grad_norm: 7.4341 2020-10-13 08:32:51,303 - mmaction - INFO - Epoch [41][4720/5010] lr: 7.500e-05, eta: 12:44:53, time: 0.945, data_time: 0.006, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9344, loss_cls: 0.8892, loss: 0.8892, grad_norm: 7.2921 2020-10-13 08:33:10,406 - mmaction - INFO - Epoch [41][4740/5010] lr: 7.500e-05, eta: 12:44:32, time: 0.955, data_time: 0.005, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9250, loss_cls: 0.9480, loss: 0.9480, grad_norm: 7.4264 2020-10-13 08:33:29,384 - mmaction - INFO - Epoch [41][4760/5010] lr: 7.500e-05, eta: 12:44:12, time: 0.949, data_time: 0.002, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9219, loss_cls: 0.9206, loss: 0.9206, grad_norm: 7.7387 2020-10-13 08:33:49,177 - mmaction - INFO - Epoch [41][4780/5010] lr: 7.500e-05, eta: 12:43:51, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9250, loss_cls: 0.8458, loss: 0.8458, grad_norm: 7.1378 2020-10-13 08:34:08,001 - mmaction - INFO - Epoch [41][4800/5010] lr: 7.500e-05, eta: 12:43:31, time: 0.939, data_time: 0.005, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9198, loss_cls: 0.8884, loss: 0.8884, grad_norm: 7.7725 2020-10-13 08:34:26,882 - mmaction - INFO - Epoch [41][4820/5010] lr: 7.500e-05, eta: 12:43:10, time: 0.946, data_time: 0.005, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9292, loss_cls: 0.8840, loss: 0.8840, grad_norm: 7.5544 2020-10-13 08:34:45,831 - mmaction - INFO - Epoch [41][4840/5010] lr: 7.500e-05, eta: 12:42:50, time: 0.947, data_time: 0.002, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9260, loss_cls: 0.8532, loss: 0.8532, grad_norm: 7.2513 2020-10-13 08:35:05,186 - mmaction - INFO - Epoch [41][4860/5010] lr: 7.500e-05, eta: 12:42:29, time: 0.968, data_time: 0.004, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9281, loss_cls: 0.8480, loss: 0.8480, grad_norm: 7.0726 2020-10-13 08:35:24,064 - mmaction - INFO - Epoch [41][4880/5010] lr: 7.500e-05, eta: 12:42:09, time: 0.944, data_time: 0.002, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9229, loss_cls: 0.8431, loss: 0.8431, grad_norm: 6.9631 2020-10-13 08:35:43,308 - mmaction - INFO - Epoch [41][4900/5010] lr: 7.500e-05, eta: 12:41:48, time: 0.962, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9250, loss_cls: 0.8762, loss: 0.8762, grad_norm: 7.3447 2020-10-13 08:36:02,376 - mmaction - INFO - Epoch [41][4920/5010] lr: 7.500e-05, eta: 12:41:28, time: 0.952, data_time: 0.005, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9344, loss_cls: 0.8269, loss: 0.8269, grad_norm: 7.1631 2020-10-13 08:36:21,317 - mmaction - INFO - Epoch [41][4940/5010] lr: 7.500e-05, eta: 12:41:07, time: 0.947, data_time: 0.005, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9177, loss_cls: 0.8642, loss: 0.8642, grad_norm: 7.3110 2020-10-13 08:36:40,272 - mmaction - INFO - Epoch [41][4960/5010] lr: 7.500e-05, eta: 12:40:47, time: 0.949, data_time: 0.004, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9260, loss_cls: 0.8863, loss: 0.8863, grad_norm: 7.5751 2020-10-13 08:36:59,433 - mmaction - INFO - Epoch [41][4980/5010] lr: 7.500e-05, eta: 12:40:26, time: 0.956, data_time: 0.005, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9333, loss_cls: 0.8578, loss: 0.8578, grad_norm: 7.6558 2020-10-13 08:37:19,368 - mmaction - INFO - Epoch [41][5000/5010] lr: 7.500e-05, eta: 12:40:06, time: 0.999, data_time: 0.006, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9271, loss_cls: 0.8830, loss: 0.8830, grad_norm: 7.4755 2020-10-13 08:38:00,740 - mmaction - INFO - Epoch [42][20/5010] lr: 7.500e-05, eta: 12:39:36, time: 1.556, data_time: 0.713, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9240, loss_cls: 0.8729, loss: 0.8729, grad_norm: 7.3460 2020-10-13 08:38:18,334 - mmaction - INFO - Epoch [42][40/5010] lr: 7.500e-05, eta: 12:39:15, time: 0.882, data_time: 0.006, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9167, loss_cls: 0.9189, loss: 0.9189, grad_norm: 7.3686 2020-10-13 08:38:37,435 - mmaction - INFO - Epoch [42][60/5010] lr: 7.500e-05, eta: 12:38:55, time: 0.953, data_time: 0.005, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9271, loss_cls: 0.8632, loss: 0.8632, grad_norm: 7.2624 2020-10-13 08:38:56,448 - mmaction - INFO - Epoch [42][80/5010] lr: 7.500e-05, eta: 12:38:34, time: 0.953, data_time: 0.005, memory: 10398, top1_acc: 0.8031, top5_acc: 0.9406, loss_cls: 0.8059, loss: 0.8059, grad_norm: 7.1114 2020-10-13 08:39:15,681 - mmaction - INFO - Epoch [42][100/5010] lr: 7.500e-05, eta: 12:38:14, time: 0.959, data_time: 0.005, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9271, loss_cls: 0.8611, loss: 0.8611, grad_norm: 7.1237 2020-10-13 08:39:34,407 - mmaction - INFO - Epoch [42][120/5010] lr: 7.500e-05, eta: 12:37:53, time: 0.938, data_time: 0.006, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9281, loss_cls: 0.8266, loss: 0.8266, grad_norm: 6.9161 2020-10-13 08:39:53,232 - mmaction - INFO - Epoch [42][140/5010] lr: 7.500e-05, eta: 12:37:33, time: 0.942, data_time: 0.003, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9250, loss_cls: 0.8847, loss: 0.8847, grad_norm: 7.1590 2020-10-13 08:40:12,247 - mmaction - INFO - Epoch [42][160/5010] lr: 7.500e-05, eta: 12:37:12, time: 0.949, data_time: 0.005, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9344, loss_cls: 0.8321, loss: 0.8321, grad_norm: 7.1658 2020-10-13 08:40:31,154 - mmaction - INFO - Epoch [42][180/5010] lr: 7.500e-05, eta: 12:36:52, time: 0.947, data_time: 0.005, memory: 10398, top1_acc: 0.8031, top5_acc: 0.9458, loss_cls: 0.7845, loss: 0.7845, grad_norm: 7.0619 2020-10-13 08:40:50,175 - mmaction - INFO - Epoch [42][200/5010] lr: 7.500e-05, eta: 12:36:31, time: 0.951, data_time: 0.002, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9229, loss_cls: 0.8721, loss: 0.8721, grad_norm: 7.3455 2020-10-13 08:41:09,198 - mmaction - INFO - Epoch [42][220/5010] lr: 7.500e-05, eta: 12:36:11, time: 0.949, data_time: 0.005, memory: 10398, top1_acc: 0.7687, top5_acc: 0.9208, loss_cls: 0.9016, loss: 0.9016, grad_norm: 7.6694 2020-10-13 08:41:28,924 - mmaction - INFO - Epoch [42][240/5010] lr: 7.500e-05, eta: 12:35:50, time: 0.988, data_time: 0.006, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9260, loss_cls: 0.8518, loss: 0.8518, grad_norm: 7.0713 2020-10-13 08:41:47,844 - mmaction - INFO - Epoch [42][260/5010] lr: 7.500e-05, eta: 12:35:30, time: 0.946, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9094, loss_cls: 0.9389, loss: 0.9389, grad_norm: 7.5576 2020-10-13 08:42:07,987 - mmaction - INFO - Epoch [42][280/5010] lr: 7.500e-05, eta: 12:35:10, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9271, loss_cls: 0.8494, loss: 0.8494, grad_norm: 7.2486 2020-10-13 08:42:27,999 - mmaction - INFO - Epoch [42][300/5010] lr: 7.500e-05, eta: 12:34:49, time: 1.001, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9292, loss_cls: 0.8817, loss: 0.8817, grad_norm: 7.3682 2020-10-13 08:42:47,031 - mmaction - INFO - Epoch [42][320/5010] lr: 7.500e-05, eta: 12:34:29, time: 0.951, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9260, loss_cls: 0.8675, loss: 0.8675, grad_norm: 7.3887 2020-10-13 08:43:05,937 - mmaction - INFO - Epoch [42][340/5010] lr: 7.500e-05, eta: 12:34:08, time: 0.945, data_time: 0.003, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9219, loss_cls: 0.9225, loss: 0.9225, grad_norm: 7.3775 2020-10-13 08:43:24,681 - mmaction - INFO - Epoch [42][360/5010] lr: 7.500e-05, eta: 12:33:48, time: 0.937, data_time: 0.002, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9198, loss_cls: 0.8892, loss: 0.8892, grad_norm: 7.3790 2020-10-13 08:43:43,506 - mmaction - INFO - Epoch [42][380/5010] lr: 7.500e-05, eta: 12:33:27, time: 0.941, data_time: 0.002, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9271, loss_cls: 0.8722, loss: 0.8722, grad_norm: 7.4834 2020-10-13 08:44:02,710 - mmaction - INFO - Epoch [42][400/5010] lr: 7.500e-05, eta: 12:33:07, time: 0.961, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9177, loss_cls: 0.9068, loss: 0.9068, grad_norm: 7.2939 2020-10-13 08:44:22,973 - mmaction - INFO - Epoch [42][420/5010] lr: 7.500e-05, eta: 12:32:47, time: 1.013, data_time: 0.006, memory: 10398, top1_acc: 0.8115, top5_acc: 0.9437, loss_cls: 0.7484, loss: 0.7484, grad_norm: 6.8689 2020-10-13 08:44:41,563 - mmaction - INFO - Epoch [42][440/5010] lr: 7.500e-05, eta: 12:32:26, time: 0.930, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9042, loss_cls: 0.9549, loss: 0.9549, grad_norm: 7.6863 2020-10-13 08:45:01,228 - mmaction - INFO - Epoch [42][460/5010] lr: 7.500e-05, eta: 12:32:06, time: 0.980, data_time: 0.004, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9437, loss_cls: 0.8219, loss: 0.8219, grad_norm: 7.1697 2020-10-13 08:45:20,239 - mmaction - INFO - Epoch [42][480/5010] lr: 7.500e-05, eta: 12:31:45, time: 0.953, data_time: 0.007, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9156, loss_cls: 0.9506, loss: 0.9506, grad_norm: 7.6676 2020-10-13 08:45:39,038 - mmaction - INFO - Epoch [42][500/5010] lr: 7.500e-05, eta: 12:31:25, time: 0.937, data_time: 0.005, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9229, loss_cls: 0.8860, loss: 0.8860, grad_norm: 7.6461 2020-10-13 08:45:58,317 - mmaction - INFO - Epoch [42][520/5010] lr: 7.500e-05, eta: 12:31:04, time: 0.967, data_time: 0.006, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9250, loss_cls: 0.8668, loss: 0.8668, grad_norm: 7.4644 2020-10-13 08:46:17,584 - mmaction - INFO - Epoch [42][540/5010] lr: 7.500e-05, eta: 12:30:44, time: 0.962, data_time: 0.005, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9250, loss_cls: 0.8673, loss: 0.8673, grad_norm: 7.2096 2020-10-13 08:46:36,515 - mmaction - INFO - Epoch [42][560/5010] lr: 7.500e-05, eta: 12:30:23, time: 0.948, data_time: 0.006, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9219, loss_cls: 0.9591, loss: 0.9591, grad_norm: 7.4809 2020-10-13 08:46:56,220 - mmaction - INFO - Epoch [42][580/5010] lr: 7.500e-05, eta: 12:30:03, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9135, loss_cls: 0.9653, loss: 0.9653, grad_norm: 7.7425 2020-10-13 08:47:14,825 - mmaction - INFO - Epoch [42][600/5010] lr: 7.500e-05, eta: 12:29:42, time: 0.932, data_time: 0.006, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9135, loss_cls: 0.9835, loss: 0.9835, grad_norm: 7.4505 2020-10-13 08:47:34,293 - mmaction - INFO - Epoch [42][620/5010] lr: 7.500e-05, eta: 12:29:22, time: 0.973, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9292, loss_cls: 0.8684, loss: 0.8684, grad_norm: 7.3550 2020-10-13 08:47:53,316 - mmaction - INFO - Epoch [42][640/5010] lr: 7.500e-05, eta: 12:29:02, time: 0.951, data_time: 0.002, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9188, loss_cls: 0.9275, loss: 0.9275, grad_norm: 7.3059 2020-10-13 08:48:12,483 - mmaction - INFO - Epoch [42][660/5010] lr: 7.500e-05, eta: 12:28:41, time: 0.957, data_time: 0.004, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9260, loss_cls: 0.8652, loss: 0.8652, grad_norm: 7.2295 2020-10-13 08:48:31,726 - mmaction - INFO - Epoch [42][680/5010] lr: 7.500e-05, eta: 12:28:21, time: 0.964, data_time: 0.005, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9292, loss_cls: 0.8839, loss: 0.8839, grad_norm: 7.1979 2020-10-13 08:48:50,869 - mmaction - INFO - Epoch [42][700/5010] lr: 7.500e-05, eta: 12:28:00, time: 0.956, data_time: 0.002, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9146, loss_cls: 0.9389, loss: 0.9389, grad_norm: 7.5712 2020-10-13 08:49:10,505 - mmaction - INFO - Epoch [42][720/5010] lr: 7.500e-05, eta: 12:27:40, time: 0.982, data_time: 0.006, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9302, loss_cls: 0.8651, loss: 0.8651, grad_norm: 7.2116 2020-10-13 08:49:29,811 - mmaction - INFO - Epoch [42][740/5010] lr: 7.500e-05, eta: 12:27:20, time: 0.966, data_time: 0.007, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9271, loss_cls: 0.8281, loss: 0.8281, grad_norm: 7.3238 2020-10-13 08:49:49,500 - mmaction - INFO - Epoch [42][760/5010] lr: 7.500e-05, eta: 12:26:59, time: 0.984, data_time: 0.002, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9333, loss_cls: 0.8235, loss: 0.8235, grad_norm: 7.0845 2020-10-13 08:50:08,321 - mmaction - INFO - Epoch [42][780/5010] lr: 7.500e-05, eta: 12:26:39, time: 0.941, data_time: 0.005, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9177, loss_cls: 0.9207, loss: 0.9207, grad_norm: 7.2952 2020-10-13 08:50:28,957 - mmaction - INFO - Epoch [42][800/5010] lr: 7.500e-05, eta: 12:26:19, time: 1.032, data_time: 0.002, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9417, loss_cls: 0.7620, loss: 0.7620, grad_norm: 6.9745 2020-10-13 08:50:48,236 - mmaction - INFO - Epoch [42][820/5010] lr: 7.500e-05, eta: 12:25:58, time: 0.964, data_time: 0.002, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9313, loss_cls: 0.8884, loss: 0.8884, grad_norm: 7.3151 2020-10-13 08:51:06,689 - mmaction - INFO - Epoch [42][840/5010] lr: 7.500e-05, eta: 12:25:38, time: 0.922, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9240, loss_cls: 0.8893, loss: 0.8893, grad_norm: 7.2819 2020-10-13 08:51:26,735 - mmaction - INFO - Epoch [42][860/5010] lr: 7.500e-05, eta: 12:25:17, time: 1.003, data_time: 0.004, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9177, loss_cls: 0.9022, loss: 0.9022, grad_norm: 7.3297 2020-10-13 08:51:45,577 - mmaction - INFO - Epoch [42][880/5010] lr: 7.500e-05, eta: 12:24:57, time: 0.942, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9083, loss_cls: 1.0010, loss: 1.0010, grad_norm: 7.5698 2020-10-13 08:52:05,146 - mmaction - INFO - Epoch [42][900/5010] lr: 7.500e-05, eta: 12:24:36, time: 0.977, data_time: 0.005, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9229, loss_cls: 0.8584, loss: 0.8584, grad_norm: 7.1638 2020-10-13 08:52:24,829 - mmaction - INFO - Epoch [42][920/5010] lr: 7.500e-05, eta: 12:24:16, time: 0.986, data_time: 0.005, memory: 10398, top1_acc: 0.8000, top5_acc: 0.9354, loss_cls: 0.8014, loss: 0.8014, grad_norm: 6.8277 2020-10-13 08:52:43,897 - mmaction - INFO - Epoch [42][940/5010] lr: 7.500e-05, eta: 12:23:56, time: 0.953, data_time: 0.002, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9240, loss_cls: 0.9373, loss: 0.9373, grad_norm: 7.5555 2020-10-13 08:53:03,629 - mmaction - INFO - Epoch [42][960/5010] lr: 7.500e-05, eta: 12:23:35, time: 0.987, data_time: 0.006, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9167, loss_cls: 0.8818, loss: 0.8818, grad_norm: 7.1719 2020-10-13 08:53:23,146 - mmaction - INFO - Epoch [42][980/5010] lr: 7.500e-05, eta: 12:23:15, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.7938, top5_acc: 0.9396, loss_cls: 0.8164, loss: 0.8164, grad_norm: 7.3173 2020-10-13 08:53:42,039 - mmaction - INFO - Epoch [42][1000/5010] lr: 7.500e-05, eta: 12:22:54, time: 0.945, data_time: 0.002, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9448, loss_cls: 0.8071, loss: 0.8071, grad_norm: 7.3438 2020-10-13 08:54:01,356 - mmaction - INFO - Epoch [42][1020/5010] lr: 7.500e-05, eta: 12:22:34, time: 0.964, data_time: 0.004, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9271, loss_cls: 0.8133, loss: 0.8133, grad_norm: 7.1602 2020-10-13 08:54:20,356 - mmaction - INFO - Epoch [42][1040/5010] lr: 7.500e-05, eta: 12:22:13, time: 0.951, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9146, loss_cls: 0.9567, loss: 0.9567, grad_norm: 7.8593 2020-10-13 08:54:40,638 - mmaction - INFO - Epoch [42][1060/5010] lr: 7.500e-05, eta: 12:21:53, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9354, loss_cls: 0.8361, loss: 0.8361, grad_norm: 7.2424 2020-10-13 08:55:00,334 - mmaction - INFO - Epoch [42][1080/5010] lr: 7.500e-05, eta: 12:21:33, time: 0.987, data_time: 0.005, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9323, loss_cls: 0.8235, loss: 0.8235, grad_norm: 7.3627 2020-10-13 08:55:19,489 - mmaction - INFO - Epoch [42][1100/5010] lr: 7.500e-05, eta: 12:21:12, time: 0.955, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9177, loss_cls: 0.9311, loss: 0.9311, grad_norm: 7.5789 2020-10-13 08:55:38,751 - mmaction - INFO - Epoch [42][1120/5010] lr: 7.500e-05, eta: 12:20:52, time: 0.966, data_time: 0.007, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9229, loss_cls: 0.8632, loss: 0.8632, grad_norm: 7.1910 2020-10-13 08:55:58,650 - mmaction - INFO - Epoch [42][1140/5010] lr: 7.500e-05, eta: 12:20:32, time: 0.995, data_time: 0.002, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9281, loss_cls: 0.8686, loss: 0.8686, grad_norm: 7.3914 2020-10-13 08:56:17,608 - mmaction - INFO - Epoch [42][1160/5010] lr: 7.500e-05, eta: 12:20:11, time: 0.946, data_time: 0.005, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9156, loss_cls: 0.9018, loss: 0.9018, grad_norm: 7.3734 2020-10-13 08:56:36,573 - mmaction - INFO - Epoch [42][1180/5010] lr: 7.500e-05, eta: 12:19:51, time: 0.950, data_time: 0.006, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9219, loss_cls: 0.8309, loss: 0.8309, grad_norm: 7.1918 2020-10-13 08:56:56,136 - mmaction - INFO - Epoch [42][1200/5010] lr: 7.500e-05, eta: 12:19:30, time: 0.975, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9177, loss_cls: 0.9118, loss: 0.9118, grad_norm: 7.7119 2020-10-13 08:57:15,252 - mmaction - INFO - Epoch [42][1220/5010] lr: 7.500e-05, eta: 12:19:10, time: 0.958, data_time: 0.007, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9250, loss_cls: 0.8806, loss: 0.8806, grad_norm: 7.6695 2020-10-13 08:57:34,885 - mmaction - INFO - Epoch [42][1240/5010] lr: 7.500e-05, eta: 12:18:50, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9219, loss_cls: 0.9222, loss: 0.9222, grad_norm: 7.6106 2020-10-13 08:57:54,117 - mmaction - INFO - Epoch [42][1260/5010] lr: 7.500e-05, eta: 12:18:29, time: 0.962, data_time: 0.002, memory: 10398, top1_acc: 0.8000, top5_acc: 0.9281, loss_cls: 0.8389, loss: 0.8389, grad_norm: 7.1437 2020-10-13 08:58:12,984 - mmaction - INFO - Epoch [42][1280/5010] lr: 7.500e-05, eta: 12:18:09, time: 0.942, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9240, loss_cls: 0.9300, loss: 0.9300, grad_norm: 7.6946 2020-10-13 08:58:32,927 - mmaction - INFO - Epoch [42][1300/5010] lr: 7.500e-05, eta: 12:17:48, time: 0.999, data_time: 0.005, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9208, loss_cls: 0.8697, loss: 0.8697, grad_norm: 7.3554 2020-10-13 08:58:51,897 - mmaction - INFO - Epoch [42][1320/5010] lr: 7.500e-05, eta: 12:17:28, time: 0.948, data_time: 0.002, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9208, loss_cls: 0.8542, loss: 0.8542, grad_norm: 7.1954 2020-10-13 08:59:11,200 - mmaction - INFO - Epoch [42][1340/5010] lr: 7.500e-05, eta: 12:17:08, time: 0.963, data_time: 0.004, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9240, loss_cls: 0.8624, loss: 0.8624, grad_norm: 7.2780 2020-10-13 08:59:30,497 - mmaction - INFO - Epoch [42][1360/5010] lr: 7.500e-05, eta: 12:16:47, time: 0.967, data_time: 0.007, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9260, loss_cls: 0.8526, loss: 0.8526, grad_norm: 7.1963 2020-10-13 08:59:49,905 - mmaction - INFO - Epoch [42][1380/5010] lr: 7.500e-05, eta: 12:16:27, time: 0.970, data_time: 0.002, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9302, loss_cls: 0.8980, loss: 0.8980, grad_norm: 7.6240 2020-10-13 09:00:17,353 - mmaction - INFO - Epoch [42][1400/5010] lr: 7.500e-05, eta: 12:16:08, time: 1.362, data_time: 0.012, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9208, loss_cls: 0.9226, loss: 0.9226, grad_norm: 7.4878 2020-10-13 09:00:35,003 - mmaction - INFO - Epoch [42][1420/5010] lr: 7.500e-05, eta: 12:15:47, time: 0.892, data_time: 0.020, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9292, loss_cls: 0.9031, loss: 0.9031, grad_norm: 7.3109 2020-10-13 09:00:53,846 - mmaction - INFO - Epoch [42][1440/5010] lr: 7.500e-05, eta: 12:15:27, time: 0.940, data_time: 0.005, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9167, loss_cls: 0.8845, loss: 0.8845, grad_norm: 7.4369 2020-10-13 09:01:13,393 - mmaction - INFO - Epoch [42][1460/5010] lr: 7.500e-05, eta: 12:15:06, time: 0.980, data_time: 0.006, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9115, loss_cls: 0.9376, loss: 0.9376, grad_norm: 7.7038 2020-10-13 09:01:33,023 - mmaction - INFO - Epoch [42][1480/5010] lr: 7.500e-05, eta: 12:14:46, time: 0.982, data_time: 0.005, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9313, loss_cls: 0.8401, loss: 0.8401, grad_norm: 7.1454 2020-10-13 09:01:52,292 - mmaction - INFO - Epoch [42][1500/5010] lr: 7.500e-05, eta: 12:14:26, time: 0.963, data_time: 0.002, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9396, loss_cls: 0.8546, loss: 0.8546, grad_norm: 7.2045 2020-10-13 09:02:11,742 - mmaction - INFO - Epoch [42][1520/5010] lr: 7.500e-05, eta: 12:14:05, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9344, loss_cls: 0.8374, loss: 0.8374, grad_norm: 7.0033 2020-10-13 09:02:31,957 - mmaction - INFO - Epoch [42][1540/5010] lr: 7.500e-05, eta: 12:13:45, time: 1.009, data_time: 0.002, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9146, loss_cls: 0.9421, loss: 0.9421, grad_norm: 7.5791 2020-10-13 09:02:51,195 - mmaction - INFO - Epoch [42][1560/5010] lr: 7.500e-05, eta: 12:13:25, time: 0.964, data_time: 0.006, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9240, loss_cls: 0.8676, loss: 0.8676, grad_norm: 7.0413 2020-10-13 09:03:10,868 - mmaction - INFO - Epoch [42][1580/5010] lr: 7.500e-05, eta: 12:13:04, time: 0.984, data_time: 0.006, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9323, loss_cls: 0.8640, loss: 0.8640, grad_norm: 7.3890 2020-10-13 09:03:30,539 - mmaction - INFO - Epoch [42][1600/5010] lr: 7.500e-05, eta: 12:12:44, time: 0.984, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9115, loss_cls: 0.9504, loss: 0.9504, grad_norm: 7.5177 2020-10-13 09:03:50,010 - mmaction - INFO - Epoch [42][1620/5010] lr: 7.500e-05, eta: 12:12:24, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9281, loss_cls: 0.8679, loss: 0.8679, grad_norm: 7.3327 2020-10-13 09:04:09,107 - mmaction - INFO - Epoch [42][1640/5010] lr: 7.500e-05, eta: 12:12:03, time: 0.953, data_time: 0.004, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9240, loss_cls: 0.9071, loss: 0.9071, grad_norm: 7.5598 2020-10-13 09:04:28,649 - mmaction - INFO - Epoch [42][1660/5010] lr: 7.500e-05, eta: 12:11:43, time: 0.979, data_time: 0.006, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9375, loss_cls: 0.8347, loss: 0.8347, grad_norm: 7.3225 2020-10-13 09:04:47,891 - mmaction - INFO - Epoch [42][1680/5010] lr: 7.500e-05, eta: 12:11:22, time: 0.962, data_time: 0.002, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9219, loss_cls: 0.9256, loss: 0.9256, grad_norm: 7.7114 2020-10-13 09:05:07,818 - mmaction - INFO - Epoch [42][1700/5010] lr: 7.500e-05, eta: 12:11:02, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9146, loss_cls: 0.9669, loss: 0.9669, grad_norm: 7.6193 2020-10-13 09:05:26,863 - mmaction - INFO - Epoch [42][1720/5010] lr: 7.500e-05, eta: 12:10:42, time: 0.952, data_time: 0.002, memory: 10398, top1_acc: 0.7687, top5_acc: 0.9281, loss_cls: 0.8877, loss: 0.8877, grad_norm: 7.2746 2020-10-13 09:05:46,275 - mmaction - INFO - Epoch [42][1740/5010] lr: 7.500e-05, eta: 12:10:21, time: 0.971, data_time: 0.002, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9219, loss_cls: 0.8983, loss: 0.8983, grad_norm: 7.1724 2020-10-13 09:06:05,950 - mmaction - INFO - Epoch [42][1760/5010] lr: 7.500e-05, eta: 12:10:01, time: 0.982, data_time: 0.004, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9146, loss_cls: 0.9053, loss: 0.9053, grad_norm: 7.6858 2020-10-13 09:06:25,385 - mmaction - INFO - Epoch [42][1780/5010] lr: 7.500e-05, eta: 12:09:41, time: 0.973, data_time: 0.006, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9323, loss_cls: 0.8262, loss: 0.8262, grad_norm: 7.0000 2020-10-13 09:06:44,822 - mmaction - INFO - Epoch [42][1800/5010] lr: 7.500e-05, eta: 12:09:20, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9167, loss_cls: 0.9086, loss: 0.9086, grad_norm: 7.2927 2020-10-13 09:07:04,158 - mmaction - INFO - Epoch [42][1820/5010] lr: 7.500e-05, eta: 12:09:00, time: 0.965, data_time: 0.004, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9302, loss_cls: 0.8019, loss: 0.8019, grad_norm: 7.0107 2020-10-13 09:07:23,643 - mmaction - INFO - Epoch [42][1840/5010] lr: 7.500e-05, eta: 12:08:39, time: 0.974, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9198, loss_cls: 0.8666, loss: 0.8666, grad_norm: 7.4793 2020-10-13 09:07:42,871 - mmaction - INFO - Epoch [42][1860/5010] lr: 7.500e-05, eta: 12:08:19, time: 0.963, data_time: 0.004, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9240, loss_cls: 0.8640, loss: 0.8640, grad_norm: 7.0462 2020-10-13 09:08:02,345 - mmaction - INFO - Epoch [42][1880/5010] lr: 7.500e-05, eta: 12:07:59, time: 0.972, data_time: 0.004, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9062, loss_cls: 0.8980, loss: 0.8980, grad_norm: 7.4476 2020-10-13 09:08:22,090 - mmaction - INFO - Epoch [42][1900/5010] lr: 7.500e-05, eta: 12:07:38, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9365, loss_cls: 0.8472, loss: 0.8472, grad_norm: 7.3361 2020-10-13 09:08:41,698 - mmaction - INFO - Epoch [42][1920/5010] lr: 7.500e-05, eta: 12:07:18, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9146, loss_cls: 0.9151, loss: 0.9151, grad_norm: 7.4576 2020-10-13 09:09:01,042 - mmaction - INFO - Epoch [42][1940/5010] lr: 7.500e-05, eta: 12:06:58, time: 0.966, data_time: 0.004, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9365, loss_cls: 0.8528, loss: 0.8528, grad_norm: 7.6112 2020-10-13 09:09:20,248 - mmaction - INFO - Epoch [42][1960/5010] lr: 7.500e-05, eta: 12:06:37, time: 0.962, data_time: 0.006, memory: 10398, top1_acc: 0.7937, top5_acc: 0.9396, loss_cls: 0.8175, loss: 0.8175, grad_norm: 7.2463 2020-10-13 09:09:40,571 - mmaction - INFO - Epoch [42][1980/5010] lr: 7.500e-05, eta: 12:06:17, time: 1.013, data_time: 0.004, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9281, loss_cls: 0.8494, loss: 0.8494, grad_norm: 7.2869 2020-10-13 09:09:59,835 - mmaction - INFO - Epoch [42][2000/5010] lr: 7.500e-05, eta: 12:05:56, time: 0.967, data_time: 0.007, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9292, loss_cls: 0.8512, loss: 0.8512, grad_norm: 7.1186 2020-10-13 09:10:19,592 - mmaction - INFO - Epoch [42][2020/5010] lr: 7.500e-05, eta: 12:05:36, time: 0.984, data_time: 0.004, memory: 10398, top1_acc: 0.7687, top5_acc: 0.9188, loss_cls: 0.8815, loss: 0.8815, grad_norm: 7.4921 2020-10-13 09:10:38,743 - mmaction - INFO - Epoch [42][2040/5010] lr: 7.500e-05, eta: 12:05:16, time: 0.961, data_time: 0.008, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9167, loss_cls: 0.8782, loss: 0.8782, grad_norm: 7.2826 2020-10-13 09:10:57,964 - mmaction - INFO - Epoch [42][2060/5010] lr: 7.500e-05, eta: 12:04:55, time: 0.959, data_time: 0.004, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9219, loss_cls: 0.8843, loss: 0.8843, grad_norm: 7.1527 2020-10-13 09:11:18,018 - mmaction - INFO - Epoch [42][2080/5010] lr: 7.500e-05, eta: 12:04:35, time: 1.004, data_time: 0.006, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9125, loss_cls: 0.9017, loss: 0.9017, grad_norm: 7.5521 2020-10-13 09:11:37,023 - mmaction - INFO - Epoch [42][2100/5010] lr: 7.500e-05, eta: 12:04:15, time: 0.949, data_time: 0.004, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9271, loss_cls: 0.8670, loss: 0.8670, grad_norm: 7.4900 2020-10-13 09:11:56,190 - mmaction - INFO - Epoch [42][2120/5010] lr: 7.500e-05, eta: 12:03:54, time: 0.960, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9125, loss_cls: 0.9251, loss: 0.9251, grad_norm: 7.5120 2020-10-13 09:12:16,215 - mmaction - INFO - Epoch [42][2140/5010] lr: 7.500e-05, eta: 12:03:34, time: 0.999, data_time: 0.004, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9333, loss_cls: 0.8260, loss: 0.8260, grad_norm: 7.1635 2020-10-13 09:12:35,503 - mmaction - INFO - Epoch [42][2160/5010] lr: 7.500e-05, eta: 12:03:13, time: 0.966, data_time: 0.006, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9333, loss_cls: 0.8243, loss: 0.8243, grad_norm: 7.2634 2020-10-13 09:12:54,843 - mmaction - INFO - Epoch [42][2180/5010] lr: 7.500e-05, eta: 12:02:53, time: 0.966, data_time: 0.005, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9177, loss_cls: 0.9075, loss: 0.9075, grad_norm: 7.6280 2020-10-13 09:13:14,381 - mmaction - INFO - Epoch [42][2200/5010] lr: 7.500e-05, eta: 12:02:33, time: 0.979, data_time: 0.005, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9104, loss_cls: 0.9026, loss: 0.9026, grad_norm: 7.3808 2020-10-13 09:13:33,707 - mmaction - INFO - Epoch [42][2220/5010] lr: 7.500e-05, eta: 12:02:12, time: 0.966, data_time: 0.006, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9156, loss_cls: 0.9115, loss: 0.9115, grad_norm: 7.3668 2020-10-13 09:13:53,280 - mmaction - INFO - Epoch [42][2240/5010] lr: 7.500e-05, eta: 12:01:52, time: 0.978, data_time: 0.002, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9125, loss_cls: 0.9775, loss: 0.9775, grad_norm: 7.6095 2020-10-13 09:14:12,380 - mmaction - INFO - Epoch [42][2260/5010] lr: 7.500e-05, eta: 12:01:32, time: 0.954, data_time: 0.005, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9312, loss_cls: 0.8729, loss: 0.8729, grad_norm: 7.4051 2020-10-13 09:14:32,089 - mmaction - INFO - Epoch [42][2280/5010] lr: 7.500e-05, eta: 12:01:11, time: 0.987, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9083, loss_cls: 0.9286, loss: 0.9286, grad_norm: 7.4045 2020-10-13 09:14:51,511 - mmaction - INFO - Epoch [42][2300/5010] lr: 7.500e-05, eta: 12:00:51, time: 0.971, data_time: 0.002, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9302, loss_cls: 0.7950, loss: 0.7950, grad_norm: 6.9207 2020-10-13 09:15:10,749 - mmaction - INFO - Epoch [42][2320/5010] lr: 7.500e-05, eta: 12:00:30, time: 0.962, data_time: 0.004, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9354, loss_cls: 0.8549, loss: 0.8549, grad_norm: 7.3582 2020-10-13 09:15:30,036 - mmaction - INFO - Epoch [42][2340/5010] lr: 7.500e-05, eta: 12:00:10, time: 0.964, data_time: 0.002, memory: 10398, top1_acc: 0.8000, top5_acc: 0.9344, loss_cls: 0.8291, loss: 0.8291, grad_norm: 6.9857 2020-10-13 09:15:49,329 - mmaction - INFO - Epoch [42][2360/5010] lr: 7.500e-05, eta: 11:59:50, time: 0.965, data_time: 0.002, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9344, loss_cls: 0.8779, loss: 0.8779, grad_norm: 7.3731 2020-10-13 09:16:08,706 - mmaction - INFO - Epoch [42][2380/5010] lr: 7.500e-05, eta: 11:59:29, time: 0.967, data_time: 0.004, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9250, loss_cls: 0.8582, loss: 0.8582, grad_norm: 7.2301 2020-10-13 09:16:28,728 - mmaction - INFO - Epoch [42][2400/5010] lr: 7.500e-05, eta: 11:59:09, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.8000, top5_acc: 0.9344, loss_cls: 0.8297, loss: 0.8297, grad_norm: 7.1422 2020-10-13 09:16:47,585 - mmaction - INFO - Epoch [42][2420/5010] lr: 7.500e-05, eta: 11:58:48, time: 0.944, data_time: 0.004, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9250, loss_cls: 0.9224, loss: 0.9224, grad_norm: 7.7013 2020-10-13 09:17:07,346 - mmaction - INFO - Epoch [42][2440/5010] lr: 7.500e-05, eta: 11:58:28, time: 0.986, data_time: 0.005, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9354, loss_cls: 0.8292, loss: 0.8292, grad_norm: 7.2908 2020-10-13 09:17:26,357 - mmaction - INFO - Epoch [42][2460/5010] lr: 7.500e-05, eta: 11:58:08, time: 0.952, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9125, loss_cls: 0.9627, loss: 0.9627, grad_norm: 7.7002 2020-10-13 09:17:45,770 - mmaction - INFO - Epoch [42][2480/5010] lr: 7.500e-05, eta: 11:57:47, time: 0.971, data_time: 0.002, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9375, loss_cls: 0.8357, loss: 0.8357, grad_norm: 7.2804 2020-10-13 09:18:04,951 - mmaction - INFO - Epoch [42][2500/5010] lr: 7.500e-05, eta: 11:57:27, time: 0.956, data_time: 0.005, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9115, loss_cls: 0.9001, loss: 0.9001, grad_norm: 7.2038 2020-10-13 09:18:24,866 - mmaction - INFO - Epoch [42][2520/5010] lr: 7.500e-05, eta: 11:57:07, time: 0.999, data_time: 0.007, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9354, loss_cls: 0.8090, loss: 0.8090, grad_norm: 7.1667 2020-10-13 09:18:44,132 - mmaction - INFO - Epoch [42][2540/5010] lr: 7.500e-05, eta: 11:56:46, time: 0.963, data_time: 0.002, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9240, loss_cls: 0.9109, loss: 0.9109, grad_norm: 7.2593 2020-10-13 09:19:03,647 - mmaction - INFO - Epoch [42][2560/5010] lr: 7.500e-05, eta: 11:56:26, time: 0.974, data_time: 0.004, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9385, loss_cls: 0.8150, loss: 0.8150, grad_norm: 7.2006 2020-10-13 09:19:22,904 - mmaction - INFO - Epoch [42][2580/5010] lr: 7.500e-05, eta: 11:56:05, time: 0.965, data_time: 0.005, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9125, loss_cls: 0.9978, loss: 0.9978, grad_norm: 7.8476 2020-10-13 09:19:42,285 - mmaction - INFO - Epoch [42][2600/5010] lr: 7.500e-05, eta: 11:55:45, time: 0.969, data_time: 0.002, memory: 10398, top1_acc: 0.8073, top5_acc: 0.9406, loss_cls: 0.7767, loss: 0.7767, grad_norm: 7.0260 2020-10-13 09:20:01,543 - mmaction - INFO - Epoch [42][2620/5010] lr: 7.500e-05, eta: 11:55:25, time: 0.961, data_time: 0.004, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9229, loss_cls: 0.8660, loss: 0.8660, grad_norm: 7.2759 2020-10-13 09:20:21,357 - mmaction - INFO - Epoch [42][2640/5010] lr: 7.500e-05, eta: 11:55:04, time: 0.993, data_time: 0.007, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9271, loss_cls: 0.8671, loss: 0.8671, grad_norm: 7.1834 2020-10-13 09:20:40,461 - mmaction - INFO - Epoch [42][2660/5010] lr: 7.500e-05, eta: 11:54:44, time: 0.956, data_time: 0.004, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9281, loss_cls: 0.8946, loss: 0.8946, grad_norm: 7.6406 2020-10-13 09:20:59,661 - mmaction - INFO - Epoch [42][2680/5010] lr: 7.500e-05, eta: 11:54:23, time: 0.959, data_time: 0.005, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9240, loss_cls: 0.9106, loss: 0.9106, grad_norm: 7.2345 2020-10-13 09:21:18,719 - mmaction - INFO - Epoch [42][2700/5010] lr: 7.500e-05, eta: 11:54:03, time: 0.954, data_time: 0.004, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9281, loss_cls: 0.8183, loss: 0.8183, grad_norm: 7.2335 2020-10-13 09:21:38,546 - mmaction - INFO - Epoch [42][2720/5010] lr: 7.500e-05, eta: 11:53:43, time: 0.991, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9385, loss_cls: 0.8724, loss: 0.8724, grad_norm: 7.7594 2020-10-13 09:21:57,743 - mmaction - INFO - Epoch [42][2740/5010] lr: 7.500e-05, eta: 11:53:22, time: 0.958, data_time: 0.005, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9073, loss_cls: 0.9559, loss: 0.9559, grad_norm: 7.4815 2020-10-13 09:22:17,086 - mmaction - INFO - Epoch [42][2760/5010] lr: 7.500e-05, eta: 11:53:02, time: 0.968, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9323, loss_cls: 0.8415, loss: 0.8415, grad_norm: 7.2251 2020-10-13 09:22:36,217 - mmaction - INFO - Epoch [42][2780/5010] lr: 7.500e-05, eta: 11:52:42, time: 0.955, data_time: 0.005, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9396, loss_cls: 0.8476, loss: 0.8476, grad_norm: 7.3946 2020-10-13 09:22:55,354 - mmaction - INFO - Epoch [42][2800/5010] lr: 7.500e-05, eta: 11:52:21, time: 0.958, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9042, loss_cls: 0.9800, loss: 0.9800, grad_norm: 7.5070 2020-10-13 09:23:15,337 - mmaction - INFO - Epoch [42][2820/5010] lr: 7.500e-05, eta: 11:52:01, time: 0.997, data_time: 0.006, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9146, loss_cls: 0.9146, loss: 0.9146, grad_norm: 7.3462 2020-10-13 09:23:35,002 - mmaction - INFO - Epoch [42][2840/5010] lr: 7.500e-05, eta: 11:51:40, time: 0.985, data_time: 0.007, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9219, loss_cls: 0.8627, loss: 0.8627, grad_norm: 7.2587 2020-10-13 09:23:53,712 - mmaction - INFO - Epoch [42][2860/5010] lr: 7.500e-05, eta: 11:51:20, time: 0.936, data_time: 0.002, memory: 10398, top1_acc: 0.7344, top5_acc: 0.8990, loss_cls: 1.0368, loss: 1.0368, grad_norm: 7.8812 2020-10-13 09:24:13,231 - mmaction - INFO - Epoch [42][2880/5010] lr: 7.500e-05, eta: 11:51:00, time: 0.974, data_time: 0.004, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9302, loss_cls: 0.7917, loss: 0.7917, grad_norm: 6.9975 2020-10-13 09:24:32,691 - mmaction - INFO - Epoch [42][2900/5010] lr: 7.500e-05, eta: 11:50:39, time: 0.974, data_time: 0.005, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9406, loss_cls: 0.8021, loss: 0.8021, grad_norm: 7.3117 2020-10-13 09:24:52,214 - mmaction - INFO - Epoch [42][2920/5010] lr: 7.500e-05, eta: 11:50:19, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9187, loss_cls: 0.9019, loss: 0.9019, grad_norm: 7.2906 2020-10-13 09:25:11,714 - mmaction - INFO - Epoch [42][2940/5010] lr: 7.500e-05, eta: 11:49:59, time: 0.973, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9292, loss_cls: 0.8672, loss: 0.8672, grad_norm: 7.5681 2020-10-13 09:25:31,186 - mmaction - INFO - Epoch [42][2960/5010] lr: 7.500e-05, eta: 11:49:38, time: 0.975, data_time: 0.005, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9146, loss_cls: 0.8962, loss: 0.8962, grad_norm: 7.3209 2020-10-13 09:25:50,485 - mmaction - INFO - Epoch [42][2980/5010] lr: 7.500e-05, eta: 11:49:18, time: 0.965, data_time: 0.002, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9167, loss_cls: 0.9513, loss: 0.9513, grad_norm: 7.7374 2020-10-13 09:26:10,022 - mmaction - INFO - Epoch [42][3000/5010] lr: 7.500e-05, eta: 11:48:57, time: 0.975, data_time: 0.004, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9177, loss_cls: 0.9089, loss: 0.9089, grad_norm: 7.4556 2020-10-13 09:26:29,128 - mmaction - INFO - Epoch [42][3020/5010] lr: 7.500e-05, eta: 11:48:37, time: 0.957, data_time: 0.005, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9229, loss_cls: 0.8633, loss: 0.8633, grad_norm: 7.3318 2020-10-13 09:26:48,569 - mmaction - INFO - Epoch [42][3040/5010] lr: 7.500e-05, eta: 11:48:17, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.7969, top5_acc: 0.9365, loss_cls: 0.8200, loss: 0.8200, grad_norm: 7.0789 2020-10-13 09:27:08,682 - mmaction - INFO - Epoch [42][3060/5010] lr: 7.500e-05, eta: 11:47:56, time: 1.004, data_time: 0.005, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9271, loss_cls: 0.8224, loss: 0.8224, grad_norm: 6.9915 2020-10-13 09:27:27,719 - mmaction - INFO - Epoch [42][3080/5010] lr: 7.500e-05, eta: 11:47:36, time: 0.954, data_time: 0.006, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9323, loss_cls: 0.8415, loss: 0.8415, grad_norm: 7.3178 2020-10-13 09:27:47,340 - mmaction - INFO - Epoch [42][3100/5010] lr: 7.500e-05, eta: 11:47:16, time: 0.981, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9083, loss_cls: 0.9217, loss: 0.9217, grad_norm: 7.4445 2020-10-13 09:28:06,184 - mmaction - INFO - Epoch [42][3120/5010] lr: 7.500e-05, eta: 11:46:55, time: 0.939, data_time: 0.005, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9302, loss_cls: 0.7912, loss: 0.7912, grad_norm: 6.8730 2020-10-13 09:28:26,077 - mmaction - INFO - Epoch [42][3140/5010] lr: 7.500e-05, eta: 11:46:35, time: 0.998, data_time: 0.007, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9260, loss_cls: 0.9004, loss: 0.9004, grad_norm: 7.5134 2020-10-13 09:28:45,093 - mmaction - INFO - Epoch [42][3160/5010] lr: 7.500e-05, eta: 11:46:14, time: 0.951, data_time: 0.002, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9302, loss_cls: 0.8578, loss: 0.8578, grad_norm: 7.4113 2020-10-13 09:29:04,400 - mmaction - INFO - Epoch [42][3180/5010] lr: 7.500e-05, eta: 11:45:54, time: 0.964, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9250, loss_cls: 0.9237, loss: 0.9237, grad_norm: 7.5804 2020-10-13 09:29:24,203 - mmaction - INFO - Epoch [42][3200/5010] lr: 7.500e-05, eta: 11:45:34, time: 0.992, data_time: 0.006, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9417, loss_cls: 0.7963, loss: 0.7963, grad_norm: 7.1233 2020-10-13 09:29:43,257 - mmaction - INFO - Epoch [42][3220/5010] lr: 7.500e-05, eta: 11:45:13, time: 0.953, data_time: 0.002, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9375, loss_cls: 0.8122, loss: 0.8122, grad_norm: 7.4257 2020-10-13 09:30:03,284 - mmaction - INFO - Epoch [42][3240/5010] lr: 7.500e-05, eta: 11:44:53, time: 1.001, data_time: 0.006, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9260, loss_cls: 0.8731, loss: 0.8731, grad_norm: 7.0892 2020-10-13 09:30:22,651 - mmaction - INFO - Epoch [42][3260/5010] lr: 7.500e-05, eta: 11:44:33, time: 0.968, data_time: 0.002, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9292, loss_cls: 0.8519, loss: 0.8519, grad_norm: 6.8949 2020-10-13 09:30:41,385 - mmaction - INFO - Epoch [42][3280/5010] lr: 7.500e-05, eta: 11:44:12, time: 0.937, data_time: 0.003, memory: 10398, top1_acc: 0.7937, top5_acc: 0.9271, loss_cls: 0.8492, loss: 0.8492, grad_norm: 7.1996 2020-10-13 09:31:00,611 - mmaction - INFO - Epoch [42][3300/5010] lr: 7.500e-05, eta: 11:43:52, time: 0.958, data_time: 0.004, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9281, loss_cls: 0.8780, loss: 0.8780, grad_norm: 7.4838 2020-10-13 09:31:21,722 - mmaction - INFO - Epoch [42][3320/5010] lr: 7.500e-05, eta: 11:43:32, time: 1.058, data_time: 0.007, memory: 10398, top1_acc: 0.7938, top5_acc: 0.9250, loss_cls: 0.8401, loss: 0.8401, grad_norm: 7.2302 2020-10-13 09:31:41,100 - mmaction - INFO - Epoch [42][3340/5010] lr: 7.500e-05, eta: 11:43:11, time: 0.970, data_time: 0.003, memory: 10398, top1_acc: 0.7687, top5_acc: 0.9073, loss_cls: 0.9290, loss: 0.9290, grad_norm: 7.6756 2020-10-13 09:32:00,786 - mmaction - INFO - Epoch [42][3360/5010] lr: 7.500e-05, eta: 11:42:51, time: 0.984, data_time: 0.002, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9219, loss_cls: 0.9059, loss: 0.9059, grad_norm: 7.4752 2020-10-13 09:32:19,905 - mmaction - INFO - Epoch [42][3380/5010] lr: 7.500e-05, eta: 11:42:31, time: 0.956, data_time: 0.002, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9271, loss_cls: 0.9034, loss: 0.9034, grad_norm: 7.6193 2020-10-13 09:32:39,022 - mmaction - INFO - Epoch [42][3400/5010] lr: 7.500e-05, eta: 11:42:10, time: 0.954, data_time: 0.005, memory: 10398, top1_acc: 0.8010, top5_acc: 0.9354, loss_cls: 0.8152, loss: 0.8152, grad_norm: 7.1002 2020-10-13 09:32:58,428 - mmaction - INFO - Epoch [42][3420/5010] lr: 7.500e-05, eta: 11:41:50, time: 0.971, data_time: 0.005, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9354, loss_cls: 0.8633, loss: 0.8633, grad_norm: 7.5162 2020-10-13 09:33:17,500 - mmaction - INFO - Epoch [42][3440/5010] lr: 7.500e-05, eta: 11:41:29, time: 0.954, data_time: 0.005, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9260, loss_cls: 0.8296, loss: 0.8296, grad_norm: 7.0364 2020-10-13 09:33:36,844 - mmaction - INFO - Epoch [42][3460/5010] lr: 7.500e-05, eta: 11:41:09, time: 0.965, data_time: 0.006, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9240, loss_cls: 0.8269, loss: 0.8269, grad_norm: 7.3114 2020-10-13 09:33:55,812 - mmaction - INFO - Epoch [42][3480/5010] lr: 7.500e-05, eta: 11:40:48, time: 0.950, data_time: 0.006, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9083, loss_cls: 0.9653, loss: 0.9653, grad_norm: 7.8555 2020-10-13 09:34:15,501 - mmaction - INFO - Epoch [42][3500/5010] lr: 7.500e-05, eta: 11:40:28, time: 0.981, data_time: 0.005, memory: 10398, top1_acc: 0.8146, top5_acc: 0.9385, loss_cls: 0.7706, loss: 0.7706, grad_norm: 6.7906 2020-10-13 09:34:35,281 - mmaction - INFO - Epoch [42][3520/5010] lr: 7.500e-05, eta: 11:40:08, time: 0.992, data_time: 0.007, memory: 10398, top1_acc: 0.8031, top5_acc: 0.9333, loss_cls: 0.8096, loss: 0.8096, grad_norm: 7.1354 2020-10-13 09:34:54,378 - mmaction - INFO - Epoch [42][3540/5010] lr: 7.500e-05, eta: 11:39:47, time: 0.955, data_time: 0.002, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9281, loss_cls: 0.8320, loss: 0.8320, grad_norm: 7.1156 2020-10-13 09:35:14,711 - mmaction - INFO - Epoch [42][3560/5010] lr: 7.500e-05, eta: 11:39:27, time: 1.013, data_time: 0.004, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9323, loss_cls: 0.8450, loss: 0.8450, grad_norm: 7.2856 2020-10-13 09:35:34,433 - mmaction - INFO - Epoch [42][3580/5010] lr: 7.500e-05, eta: 11:39:07, time: 0.989, data_time: 0.007, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9219, loss_cls: 0.8979, loss: 0.8979, grad_norm: 7.4256 2020-10-13 09:35:53,145 - mmaction - INFO - Epoch [42][3600/5010] lr: 7.500e-05, eta: 11:38:46, time: 0.936, data_time: 0.002, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9365, loss_cls: 0.8107, loss: 0.8107, grad_norm: 7.1876 2020-10-13 09:36:12,794 - mmaction - INFO - Epoch [42][3620/5010] lr: 7.500e-05, eta: 11:38:26, time: 0.981, data_time: 0.004, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9323, loss_cls: 0.8867, loss: 0.8867, grad_norm: 7.3061 2020-10-13 09:36:32,852 - mmaction - INFO - Epoch [42][3640/5010] lr: 7.500e-05, eta: 11:38:06, time: 1.004, data_time: 0.005, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9250, loss_cls: 0.8317, loss: 0.8317, grad_norm: 7.0869 2020-10-13 09:36:52,772 - mmaction - INFO - Epoch [42][3660/5010] lr: 7.500e-05, eta: 11:37:46, time: 0.996, data_time: 0.002, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9281, loss_cls: 0.8804, loss: 0.8804, grad_norm: 7.1676 2020-10-13 09:37:12,459 - mmaction - INFO - Epoch [42][3680/5010] lr: 7.500e-05, eta: 11:37:25, time: 0.982, data_time: 0.005, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9156, loss_cls: 0.9079, loss: 0.9079, grad_norm: 7.6127 2020-10-13 09:37:31,591 - mmaction - INFO - Epoch [42][3700/5010] lr: 7.500e-05, eta: 11:37:05, time: 0.959, data_time: 0.006, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9323, loss_cls: 0.8542, loss: 0.8542, grad_norm: 7.0818 2020-10-13 09:37:50,832 - mmaction - INFO - Epoch [42][3720/5010] lr: 7.500e-05, eta: 11:36:44, time: 0.962, data_time: 0.002, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9083, loss_cls: 0.9788, loss: 0.9788, grad_norm: 8.0263 2020-10-13 09:38:10,179 - mmaction - INFO - Epoch [42][3740/5010] lr: 7.500e-05, eta: 11:36:24, time: 0.965, data_time: 0.004, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9281, loss_cls: 0.8576, loss: 0.8576, grad_norm: 7.3839 2020-10-13 09:38:30,035 - mmaction - INFO - Epoch [42][3760/5010] lr: 7.500e-05, eta: 11:36:04, time: 0.995, data_time: 0.006, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9344, loss_cls: 0.8776, loss: 0.8776, grad_norm: 7.3867 2020-10-13 09:38:48,936 - mmaction - INFO - Epoch [42][3780/5010] lr: 7.500e-05, eta: 11:35:43, time: 0.945, data_time: 0.002, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9365, loss_cls: 0.8691, loss: 0.8691, grad_norm: 7.3280 2020-10-13 09:39:08,170 - mmaction - INFO - Epoch [42][3800/5010] lr: 7.500e-05, eta: 11:35:23, time: 0.960, data_time: 0.004, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9250, loss_cls: 0.9163, loss: 0.9163, grad_norm: 7.6223 2020-10-13 09:39:27,588 - mmaction - INFO - Epoch [42][3820/5010] lr: 7.500e-05, eta: 11:35:03, time: 0.972, data_time: 0.005, memory: 10398, top1_acc: 0.7687, top5_acc: 0.9115, loss_cls: 0.9021, loss: 0.9021, grad_norm: 7.2803 2020-10-13 09:39:46,805 - mmaction - INFO - Epoch [42][3840/5010] lr: 7.500e-05, eta: 11:34:42, time: 0.961, data_time: 0.002, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9167, loss_cls: 0.9437, loss: 0.9437, grad_norm: 7.6104 2020-10-13 09:40:05,894 - mmaction - INFO - Epoch [42][3860/5010] lr: 7.500e-05, eta: 11:34:22, time: 0.954, data_time: 0.004, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9156, loss_cls: 0.9275, loss: 0.9275, grad_norm: 7.6060 2020-10-13 09:40:25,262 - mmaction - INFO - Epoch [42][3880/5010] lr: 7.500e-05, eta: 11:34:01, time: 0.968, data_time: 0.002, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9302, loss_cls: 0.8801, loss: 0.8801, grad_norm: 7.3591 2020-10-13 09:40:44,947 - mmaction - INFO - Epoch [42][3900/5010] lr: 7.500e-05, eta: 11:33:41, time: 0.984, data_time: 0.002, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9333, loss_cls: 0.8538, loss: 0.8538, grad_norm: 7.1212 2020-10-13 09:41:04,822 - mmaction - INFO - Epoch [42][3920/5010] lr: 7.500e-05, eta: 11:33:21, time: 0.992, data_time: 0.004, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9229, loss_cls: 0.9018, loss: 0.9018, grad_norm: 7.3660 2020-10-13 09:41:24,373 - mmaction - INFO - Epoch [42][3940/5010] lr: 7.500e-05, eta: 11:33:00, time: 0.979, data_time: 0.005, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9031, loss_cls: 0.9381, loss: 0.9381, grad_norm: 7.4055 2020-10-13 09:41:43,845 - mmaction - INFO - Epoch [42][3960/5010] lr: 7.500e-05, eta: 11:32:40, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9219, loss_cls: 0.8781, loss: 0.8781, grad_norm: 7.2844 2020-10-13 09:42:03,323 - mmaction - INFO - Epoch [42][3980/5010] lr: 7.500e-05, eta: 11:32:20, time: 0.972, data_time: 0.005, memory: 10398, top1_acc: 0.8031, top5_acc: 0.9240, loss_cls: 0.7960, loss: 0.7960, grad_norm: 6.8193 2020-10-13 09:42:22,351 - mmaction - INFO - Epoch [42][4000/5010] lr: 7.500e-05, eta: 11:31:59, time: 0.954, data_time: 0.007, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9344, loss_cls: 0.8712, loss: 0.8712, grad_norm: 7.5904 2020-10-13 09:42:41,593 - mmaction - INFO - Epoch [42][4020/5010] lr: 7.500e-05, eta: 11:31:39, time: 0.962, data_time: 0.002, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9208, loss_cls: 0.8869, loss: 0.8869, grad_norm: 7.1638 2020-10-13 09:43:00,884 - mmaction - INFO - Epoch [42][4040/5010] lr: 7.500e-05, eta: 11:31:18, time: 0.962, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9125, loss_cls: 0.9840, loss: 0.9840, grad_norm: 7.3327 2020-10-13 09:43:20,067 - mmaction - INFO - Epoch [42][4060/5010] lr: 7.500e-05, eta: 11:30:58, time: 0.962, data_time: 0.006, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9094, loss_cls: 0.9489, loss: 0.9489, grad_norm: 7.5628 2020-10-13 09:43:40,705 - mmaction - INFO - Epoch [42][4080/5010] lr: 7.500e-05, eta: 11:30:38, time: 1.030, data_time: 0.004, memory: 10398, top1_acc: 0.8000, top5_acc: 0.9427, loss_cls: 0.7751, loss: 0.7751, grad_norm: 6.8151 2020-10-13 09:44:00,378 - mmaction - INFO - Epoch [42][4100/5010] lr: 7.500e-05, eta: 11:30:18, time: 0.985, data_time: 0.005, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9135, loss_cls: 0.9175, loss: 0.9175, grad_norm: 7.8566 2020-10-13 09:44:19,837 - mmaction - INFO - Epoch [42][4120/5010] lr: 7.500e-05, eta: 11:29:57, time: 0.970, data_time: 0.004, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9271, loss_cls: 0.8384, loss: 0.8384, grad_norm: 7.1757 2020-10-13 09:44:39,143 - mmaction - INFO - Epoch [42][4140/5010] lr: 7.500e-05, eta: 11:29:37, time: 0.969, data_time: 0.007, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9406, loss_cls: 0.8401, loss: 0.8401, grad_norm: 7.3284 2020-10-13 09:44:58,473 - mmaction - INFO - Epoch [42][4160/5010] lr: 7.500e-05, eta: 11:29:17, time: 0.965, data_time: 0.004, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9135, loss_cls: 0.9224, loss: 0.9224, grad_norm: 7.4290 2020-10-13 09:45:18,050 - mmaction - INFO - Epoch [42][4180/5010] lr: 7.500e-05, eta: 11:28:56, time: 0.980, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9292, loss_cls: 0.8867, loss: 0.8867, grad_norm: 7.7034 2020-10-13 09:45:37,400 - mmaction - INFO - Epoch [42][4200/5010] lr: 7.500e-05, eta: 11:28:36, time: 0.963, data_time: 0.004, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9198, loss_cls: 0.9270, loss: 0.9270, grad_norm: 7.4640 2020-10-13 09:45:58,032 - mmaction - INFO - Epoch [42][4220/5010] lr: 7.500e-05, eta: 11:28:16, time: 1.036, data_time: 0.007, memory: 10398, top1_acc: 0.7687, top5_acc: 0.9260, loss_cls: 0.8940, loss: 0.8940, grad_norm: 7.3186 2020-10-13 09:46:16,811 - mmaction - INFO - Epoch [42][4240/5010] lr: 7.500e-05, eta: 11:27:55, time: 0.937, data_time: 0.004, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9281, loss_cls: 0.8687, loss: 0.8687, grad_norm: 7.3535 2020-10-13 09:46:36,053 - mmaction - INFO - Epoch [42][4260/5010] lr: 7.500e-05, eta: 11:27:35, time: 0.964, data_time: 0.005, memory: 10398, top1_acc: 0.7937, top5_acc: 0.9281, loss_cls: 0.8422, loss: 0.8422, grad_norm: 7.4932 2020-10-13 09:46:56,014 - mmaction - INFO - Epoch [42][4280/5010] lr: 7.500e-05, eta: 11:27:15, time: 0.997, data_time: 0.004, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9177, loss_cls: 0.9244, loss: 0.9244, grad_norm: 7.2734 2020-10-13 09:47:14,913 - mmaction - INFO - Epoch [42][4300/5010] lr: 7.500e-05, eta: 11:26:54, time: 0.946, data_time: 0.004, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9042, loss_cls: 0.9652, loss: 0.9652, grad_norm: 7.5092 2020-10-13 09:47:34,185 - mmaction - INFO - Epoch [42][4320/5010] lr: 7.500e-05, eta: 11:26:34, time: 0.964, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9292, loss_cls: 0.8828, loss: 0.8828, grad_norm: 7.5951 2020-10-13 09:47:53,194 - mmaction - INFO - Epoch [42][4340/5010] lr: 7.500e-05, eta: 11:26:13, time: 0.950, data_time: 0.002, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9156, loss_cls: 0.9418, loss: 0.9418, grad_norm: 7.5022 2020-10-13 09:48:12,965 - mmaction - INFO - Epoch [42][4360/5010] lr: 7.500e-05, eta: 11:25:53, time: 0.987, data_time: 0.004, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9187, loss_cls: 0.8870, loss: 0.8870, grad_norm: 7.5596 2020-10-13 09:48:32,245 - mmaction - INFO - Epoch [42][4380/5010] lr: 7.500e-05, eta: 11:25:33, time: 0.966, data_time: 0.005, memory: 10398, top1_acc: 0.8115, top5_acc: 0.9417, loss_cls: 0.7397, loss: 0.7397, grad_norm: 6.8247 2020-10-13 09:48:52,045 - mmaction - INFO - Epoch [42][4400/5010] lr: 7.500e-05, eta: 11:25:12, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9167, loss_cls: 0.9207, loss: 0.9207, grad_norm: 7.4165 2020-10-13 09:49:12,131 - mmaction - INFO - Epoch [42][4420/5010] lr: 7.500e-05, eta: 11:24:52, time: 1.003, data_time: 0.004, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9188, loss_cls: 0.8955, loss: 0.8955, grad_norm: 7.5868 2020-10-13 09:49:31,341 - mmaction - INFO - Epoch [42][4440/5010] lr: 7.500e-05, eta: 11:24:32, time: 0.962, data_time: 0.005, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9177, loss_cls: 0.9343, loss: 0.9343, grad_norm: 7.4068 2020-10-13 09:49:51,577 - mmaction - INFO - Epoch [42][4460/5010] lr: 7.500e-05, eta: 11:24:11, time: 1.012, data_time: 0.002, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9260, loss_cls: 0.8582, loss: 0.8582, grad_norm: 7.3093 2020-10-13 09:50:11,500 - mmaction - INFO - Epoch [42][4480/5010] lr: 7.500e-05, eta: 11:23:51, time: 0.996, data_time: 0.004, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9115, loss_cls: 0.9122, loss: 0.9122, grad_norm: 7.4572 2020-10-13 09:50:30,201 - mmaction - INFO - Epoch [42][4500/5010] lr: 7.500e-05, eta: 11:23:31, time: 0.935, data_time: 0.002, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9208, loss_cls: 0.9305, loss: 0.9305, grad_norm: 7.3745 2020-10-13 09:50:49,854 - mmaction - INFO - Epoch [42][4520/5010] lr: 7.500e-05, eta: 11:23:10, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9385, loss_cls: 0.7962, loss: 0.7962, grad_norm: 7.3955 2020-10-13 09:51:10,222 - mmaction - INFO - Epoch [42][4540/5010] lr: 7.500e-05, eta: 11:22:50, time: 1.017, data_time: 0.005, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9198, loss_cls: 0.8871, loss: 0.8871, grad_norm: 7.1187 2020-10-13 09:51:29,695 - mmaction - INFO - Epoch [42][4560/5010] lr: 7.500e-05, eta: 11:22:30, time: 0.975, data_time: 0.006, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9177, loss_cls: 0.9009, loss: 0.9009, grad_norm: 7.4783 2020-10-13 09:51:49,507 - mmaction - INFO - Epoch [42][4580/5010] lr: 7.500e-05, eta: 11:22:10, time: 0.991, data_time: 0.002, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9375, loss_cls: 0.7995, loss: 0.7995, grad_norm: 7.1106 2020-10-13 09:52:08,327 - mmaction - INFO - Epoch [42][4600/5010] lr: 7.500e-05, eta: 11:21:49, time: 0.941, data_time: 0.004, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9281, loss_cls: 0.8480, loss: 0.8480, grad_norm: 7.3046 2020-10-13 09:52:27,816 - mmaction - INFO - Epoch [42][4620/5010] lr: 7.500e-05, eta: 11:21:29, time: 0.975, data_time: 0.005, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9177, loss_cls: 0.8966, loss: 0.8966, grad_norm: 7.2258 2020-10-13 09:52:46,871 - mmaction - INFO - Epoch [42][4640/5010] lr: 7.500e-05, eta: 11:21:08, time: 0.953, data_time: 0.002, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9281, loss_cls: 0.8387, loss: 0.8387, grad_norm: 7.1684 2020-10-13 09:53:05,985 - mmaction - INFO - Epoch [42][4660/5010] lr: 7.500e-05, eta: 11:20:48, time: 0.956, data_time: 0.005, memory: 10398, top1_acc: 0.8052, top5_acc: 0.9396, loss_cls: 0.7765, loss: 0.7765, grad_norm: 7.1006 2020-10-13 09:53:25,868 - mmaction - INFO - Epoch [42][4680/5010] lr: 7.500e-05, eta: 11:20:28, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.8094, top5_acc: 0.9417, loss_cls: 0.7832, loss: 0.7832, grad_norm: 6.8669 2020-10-13 09:53:45,665 - mmaction - INFO - Epoch [42][4700/5010] lr: 7.500e-05, eta: 11:20:07, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9156, loss_cls: 0.9463, loss: 0.9463, grad_norm: 7.9460 2020-10-13 09:54:05,172 - mmaction - INFO - Epoch [42][4720/5010] lr: 7.500e-05, eta: 11:19:47, time: 0.975, data_time: 0.004, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9146, loss_cls: 0.9152, loss: 0.9152, grad_norm: 7.5634 2020-10-13 09:54:24,295 - mmaction - INFO - Epoch [42][4740/5010] lr: 7.500e-05, eta: 11:19:27, time: 0.956, data_time: 0.006, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9208, loss_cls: 0.9058, loss: 0.9058, grad_norm: 7.7721 2020-10-13 09:54:44,054 - mmaction - INFO - Epoch [42][4760/5010] lr: 7.500e-05, eta: 11:19:06, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9260, loss_cls: 0.8603, loss: 0.8603, grad_norm: 7.3267 2020-10-13 09:55:04,015 - mmaction - INFO - Epoch [42][4780/5010] lr: 7.500e-05, eta: 11:18:46, time: 0.998, data_time: 0.004, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9146, loss_cls: 0.9090, loss: 0.9090, grad_norm: 7.3642 2020-10-13 09:55:23,548 - mmaction - INFO - Epoch [42][4800/5010] lr: 7.500e-05, eta: 11:18:26, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9302, loss_cls: 0.9010, loss: 0.9010, grad_norm: 7.5429 2020-10-13 09:55:42,802 - mmaction - INFO - Epoch [42][4820/5010] lr: 7.500e-05, eta: 11:18:05, time: 0.963, data_time: 0.002, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9281, loss_cls: 0.8716, loss: 0.8716, grad_norm: 7.3838 2020-10-13 09:56:03,446 - mmaction - INFO - Epoch [42][4840/5010] lr: 7.500e-05, eta: 11:17:45, time: 1.030, data_time: 0.004, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9313, loss_cls: 0.8376, loss: 0.8376, grad_norm: 6.9815 2020-10-13 09:56:22,510 - mmaction - INFO - Epoch [42][4860/5010] lr: 7.500e-05, eta: 11:17:25, time: 0.955, data_time: 0.005, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9281, loss_cls: 0.8350, loss: 0.8350, grad_norm: 7.0524 2020-10-13 09:56:41,889 - mmaction - INFO - Epoch [42][4880/5010] lr: 7.500e-05, eta: 11:17:04, time: 0.969, data_time: 0.002, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9177, loss_cls: 0.8943, loss: 0.8943, grad_norm: 7.4441 2020-10-13 09:57:01,038 - mmaction - INFO - Epoch [42][4900/5010] lr: 7.500e-05, eta: 11:16:44, time: 0.956, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9177, loss_cls: 0.9284, loss: 0.9284, grad_norm: 7.6376 2020-10-13 09:57:20,743 - mmaction - INFO - Epoch [42][4920/5010] lr: 7.500e-05, eta: 11:16:24, time: 0.987, data_time: 0.005, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9146, loss_cls: 0.8993, loss: 0.8993, grad_norm: 7.4697 2020-10-13 09:57:40,878 - mmaction - INFO - Epoch [42][4940/5010] lr: 7.500e-05, eta: 11:16:03, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9437, loss_cls: 0.7912, loss: 0.7912, grad_norm: 7.0353 2020-10-13 09:57:59,850 - mmaction - INFO - Epoch [42][4960/5010] lr: 7.500e-05, eta: 11:15:43, time: 0.949, data_time: 0.005, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9344, loss_cls: 0.8472, loss: 0.8472, grad_norm: 7.3843 2020-10-13 09:58:19,682 - mmaction - INFO - Epoch [42][4980/5010] lr: 7.500e-05, eta: 11:15:23, time: 0.991, data_time: 0.006, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9271, loss_cls: 0.8156, loss: 0.8156, grad_norm: 7.0450 2020-10-13 09:58:38,909 - mmaction - INFO - Epoch [42][5000/5010] lr: 7.500e-05, eta: 11:15:02, time: 0.963, data_time: 0.005, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9281, loss_cls: 0.8523, loss: 0.8523, grad_norm: 7.1449 2020-10-13 09:59:20,669 - mmaction - INFO - Epoch [43][20/5010] lr: 7.500e-05, eta: 11:14:32, time: 1.605, data_time: 0.730, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9323, loss_cls: 0.7700, loss: 0.7700, grad_norm: 7.0366 2020-10-13 09:59:38,410 - mmaction - INFO - Epoch [43][40/5010] lr: 7.500e-05, eta: 11:14:12, time: 0.888, data_time: 0.006, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9250, loss_cls: 0.9148, loss: 0.9148, grad_norm: 7.4860 2020-10-13 09:59:57,628 - mmaction - INFO - Epoch [43][60/5010] lr: 7.500e-05, eta: 11:13:51, time: 0.959, data_time: 0.007, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9333, loss_cls: 0.8409, loss: 0.8409, grad_norm: 7.2773 2020-10-13 10:00:22,096 - mmaction - INFO - Epoch [43][80/5010] lr: 7.500e-05, eta: 11:13:32, time: 1.217, data_time: 0.007, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9406, loss_cls: 0.8052, loss: 0.8052, grad_norm: 7.3302 2020-10-13 10:00:40,667 - mmaction - INFO - Epoch [43][100/5010] lr: 7.500e-05, eta: 11:13:11, time: 0.937, data_time: 0.018, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9250, loss_cls: 0.9140, loss: 0.9140, grad_norm: 7.8370 2020-10-13 10:00:59,755 - mmaction - INFO - Epoch [43][120/5010] lr: 7.500e-05, eta: 11:12:51, time: 0.953, data_time: 0.005, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9313, loss_cls: 0.9051, loss: 0.9051, grad_norm: 7.6057 2020-10-13 10:01:18,846 - mmaction - INFO - Epoch [43][140/5010] lr: 7.500e-05, eta: 11:12:31, time: 0.956, data_time: 0.005, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9250, loss_cls: 0.8324, loss: 0.8324, grad_norm: 7.2548 2020-10-13 10:01:38,559 - mmaction - INFO - Epoch [43][160/5010] lr: 7.500e-05, eta: 11:12:10, time: 0.984, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9302, loss_cls: 0.9037, loss: 0.9037, grad_norm: 7.9078 2020-10-13 10:01:58,496 - mmaction - INFO - Epoch [43][180/5010] lr: 7.500e-05, eta: 11:11:50, time: 0.998, data_time: 0.005, memory: 10398, top1_acc: 0.8000, top5_acc: 0.9313, loss_cls: 0.8349, loss: 0.8349, grad_norm: 7.2963 2020-10-13 10:02:17,966 - mmaction - INFO - Epoch [43][200/5010] lr: 7.500e-05, eta: 11:11:30, time: 0.972, data_time: 0.005, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9104, loss_cls: 0.9165, loss: 0.9165, grad_norm: 7.4335 2020-10-13 10:02:38,193 - mmaction - INFO - Epoch [43][220/5010] lr: 7.500e-05, eta: 11:11:09, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.8115, top5_acc: 0.9302, loss_cls: 0.7968, loss: 0.7968, grad_norm: 7.2096 2020-10-13 10:02:58,287 - mmaction - INFO - Epoch [43][240/5010] lr: 7.500e-05, eta: 11:10:49, time: 1.003, data_time: 0.006, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9312, loss_cls: 0.8924, loss: 0.8924, grad_norm: 7.4806 2020-10-13 10:03:17,593 - mmaction - INFO - Epoch [43][260/5010] lr: 7.500e-05, eta: 11:10:29, time: 0.967, data_time: 0.005, memory: 10398, top1_acc: 0.7938, top5_acc: 0.9250, loss_cls: 0.8398, loss: 0.8398, grad_norm: 7.2856 2020-10-13 10:03:37,168 - mmaction - INFO - Epoch [43][280/5010] lr: 7.500e-05, eta: 11:10:09, time: 0.975, data_time: 0.004, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9177, loss_cls: 0.8818, loss: 0.8818, grad_norm: 7.1917 2020-10-13 10:03:56,463 - mmaction - INFO - Epoch [43][300/5010] lr: 7.500e-05, eta: 11:09:48, time: 0.968, data_time: 0.007, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9208, loss_cls: 0.8929, loss: 0.8929, grad_norm: 7.3391 2020-10-13 10:04:16,445 - mmaction - INFO - Epoch [43][320/5010] lr: 7.500e-05, eta: 11:09:28, time: 0.998, data_time: 0.004, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9260, loss_cls: 0.8479, loss: 0.8479, grad_norm: 7.1598 2020-10-13 10:04:35,972 - mmaction - INFO - Epoch [43][340/5010] lr: 7.500e-05, eta: 11:09:08, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9271, loss_cls: 0.8466, loss: 0.8466, grad_norm: 7.1303 2020-10-13 10:04:56,108 - mmaction - INFO - Epoch [43][360/5010] lr: 7.500e-05, eta: 11:08:47, time: 1.005, data_time: 0.004, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9104, loss_cls: 0.9441, loss: 0.9441, grad_norm: 7.4380 2020-10-13 10:05:15,991 - mmaction - INFO - Epoch [43][380/5010] lr: 7.500e-05, eta: 11:08:27, time: 0.996, data_time: 0.006, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9229, loss_cls: 0.8501, loss: 0.8501, grad_norm: 7.2106 2020-10-13 10:05:35,860 - mmaction - INFO - Epoch [43][400/5010] lr: 7.500e-05, eta: 11:08:07, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9333, loss_cls: 0.8450, loss: 0.8450, grad_norm: 7.3359 2020-10-13 10:05:55,872 - mmaction - INFO - Epoch [43][420/5010] lr: 7.500e-05, eta: 11:07:47, time: 1.001, data_time: 0.002, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9240, loss_cls: 0.8665, loss: 0.8665, grad_norm: 7.3899 2020-10-13 10:06:15,890 - mmaction - INFO - Epoch [43][440/5010] lr: 7.500e-05, eta: 11:07:26, time: 0.999, data_time: 0.004, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9104, loss_cls: 0.9317, loss: 0.9317, grad_norm: 7.5877 2020-10-13 10:06:35,247 - mmaction - INFO - Epoch [43][460/5010] lr: 7.500e-05, eta: 11:07:06, time: 0.969, data_time: 0.005, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9427, loss_cls: 0.8137, loss: 0.8137, grad_norm: 7.1068 2020-10-13 10:06:55,092 - mmaction - INFO - Epoch [43][480/5010] lr: 7.500e-05, eta: 11:06:46, time: 0.992, data_time: 0.002, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9260, loss_cls: 0.8391, loss: 0.8391, grad_norm: 7.2471 2020-10-13 10:07:14,740 - mmaction - INFO - Epoch [43][500/5010] lr: 7.500e-05, eta: 11:06:25, time: 0.981, data_time: 0.004, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9146, loss_cls: 0.8996, loss: 0.8996, grad_norm: 7.3401 2020-10-13 10:07:34,112 - mmaction - INFO - Epoch [43][520/5010] lr: 7.500e-05, eta: 11:06:05, time: 0.970, data_time: 0.007, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9031, loss_cls: 0.9950, loss: 0.9950, grad_norm: 7.8032 2020-10-13 10:07:54,362 - mmaction - INFO - Epoch [43][540/5010] lr: 7.500e-05, eta: 11:05:45, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9344, loss_cls: 0.8218, loss: 0.8218, grad_norm: 7.2309 2020-10-13 10:08:14,310 - mmaction - INFO - Epoch [43][560/5010] lr: 7.500e-05, eta: 11:05:25, time: 0.996, data_time: 0.004, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9354, loss_cls: 0.8174, loss: 0.8174, grad_norm: 7.2441 2020-10-13 10:08:34,200 - mmaction - INFO - Epoch [43][580/5010] lr: 7.500e-05, eta: 11:05:04, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.7938, top5_acc: 0.9260, loss_cls: 0.8493, loss: 0.8493, grad_norm: 7.2067 2020-10-13 10:08:53,842 - mmaction - INFO - Epoch [43][600/5010] lr: 7.500e-05, eta: 11:04:44, time: 0.982, data_time: 0.002, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9313, loss_cls: 0.8870, loss: 0.8870, grad_norm: 7.7229 2020-10-13 10:09:13,790 - mmaction - INFO - Epoch [43][620/5010] lr: 7.500e-05, eta: 11:04:24, time: 0.996, data_time: 0.004, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9333, loss_cls: 0.8110, loss: 0.8110, grad_norm: 6.9731 2020-10-13 10:09:33,590 - mmaction - INFO - Epoch [43][640/5010] lr: 7.500e-05, eta: 11:04:03, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9104, loss_cls: 0.9144, loss: 0.9144, grad_norm: 7.4948 2020-10-13 10:09:53,864 - mmaction - INFO - Epoch [43][660/5010] lr: 7.500e-05, eta: 11:03:43, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9187, loss_cls: 0.9047, loss: 0.9047, grad_norm: 7.2728 2020-10-13 10:10:14,003 - mmaction - INFO - Epoch [43][680/5010] lr: 7.500e-05, eta: 11:03:23, time: 1.004, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9219, loss_cls: 0.8829, loss: 0.8829, grad_norm: 7.5921 2020-10-13 10:10:33,516 - mmaction - INFO - Epoch [43][700/5010] lr: 7.500e-05, eta: 11:03:03, time: 0.979, data_time: 0.006, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9219, loss_cls: 0.9077, loss: 0.9077, grad_norm: 7.6113 2020-10-13 10:10:54,262 - mmaction - INFO - Epoch [43][720/5010] lr: 7.500e-05, eta: 11:02:43, time: 1.037, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9198, loss_cls: 0.9185, loss: 0.9185, grad_norm: 7.4650 2020-10-13 10:11:14,248 - mmaction - INFO - Epoch [43][740/5010] lr: 7.500e-05, eta: 11:02:22, time: 0.998, data_time: 0.004, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9375, loss_cls: 0.8195, loss: 0.8195, grad_norm: 7.2367 2020-10-13 10:11:34,126 - mmaction - INFO - Epoch [43][760/5010] lr: 7.500e-05, eta: 11:02:02, time: 0.995, data_time: 0.005, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9198, loss_cls: 0.8877, loss: 0.8877, grad_norm: 7.3618 2020-10-13 10:11:54,275 - mmaction - INFO - Epoch [43][780/5010] lr: 7.500e-05, eta: 11:01:42, time: 1.007, data_time: 0.002, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9437, loss_cls: 0.7783, loss: 0.7783, grad_norm: 7.1108 2020-10-13 10:12:14,401 - mmaction - INFO - Epoch [43][800/5010] lr: 7.500e-05, eta: 11:01:22, time: 1.004, data_time: 0.005, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9312, loss_cls: 0.8341, loss: 0.8341, grad_norm: 7.0727 2020-10-13 10:12:34,235 - mmaction - INFO - Epoch [43][820/5010] lr: 7.500e-05, eta: 11:01:01, time: 0.994, data_time: 0.006, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9271, loss_cls: 0.8468, loss: 0.8468, grad_norm: 7.2886 2020-10-13 10:12:54,413 - mmaction - INFO - Epoch [43][840/5010] lr: 7.500e-05, eta: 11:00:41, time: 1.009, data_time: 0.002, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9448, loss_cls: 0.7971, loss: 0.7971, grad_norm: 7.1213 2020-10-13 10:13:14,156 - mmaction - INFO - Epoch [43][860/5010] lr: 7.500e-05, eta: 11:00:21, time: 0.986, data_time: 0.006, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9135, loss_cls: 0.9409, loss: 0.9409, grad_norm: 7.8785 2020-10-13 10:13:33,896 - mmaction - INFO - Epoch [43][880/5010] lr: 7.500e-05, eta: 11:00:01, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9271, loss_cls: 0.8341, loss: 0.8341, grad_norm: 7.4429 2020-10-13 10:13:54,526 - mmaction - INFO - Epoch [43][900/5010] lr: 7.500e-05, eta: 10:59:40, time: 1.032, data_time: 0.002, memory: 10398, top1_acc: 0.8083, top5_acc: 0.9500, loss_cls: 0.7143, loss: 0.7143, grad_norm: 7.0793 2020-10-13 10:14:13,724 - mmaction - INFO - Epoch [43][920/5010] lr: 7.500e-05, eta: 10:59:20, time: 0.958, data_time: 0.004, memory: 10398, top1_acc: 0.7990, top5_acc: 0.9292, loss_cls: 0.8408, loss: 0.8408, grad_norm: 7.1378 2020-10-13 10:14:33,378 - mmaction - INFO - Epoch [43][940/5010] lr: 7.500e-05, eta: 10:59:00, time: 0.984, data_time: 0.006, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9167, loss_cls: 0.8917, loss: 0.8917, grad_norm: 7.5427 2020-10-13 10:14:53,495 - mmaction - INFO - Epoch [43][960/5010] lr: 7.500e-05, eta: 10:58:40, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9177, loss_cls: 0.9115, loss: 0.9115, grad_norm: 7.6415 2020-10-13 10:15:13,859 - mmaction - INFO - Epoch [43][980/5010] lr: 7.500e-05, eta: 10:58:19, time: 1.016, data_time: 0.005, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9260, loss_cls: 0.8177, loss: 0.8177, grad_norm: 7.0084 2020-10-13 10:15:34,145 - mmaction - INFO - Epoch [43][1000/5010] lr: 7.500e-05, eta: 10:57:59, time: 1.016, data_time: 0.006, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9198, loss_cls: 0.9064, loss: 0.9064, grad_norm: 7.3347 2020-10-13 10:15:53,859 - mmaction - INFO - Epoch [43][1020/5010] lr: 7.500e-05, eta: 10:57:39, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9208, loss_cls: 0.9050, loss: 0.9050, grad_norm: 7.5325 2020-10-13 10:16:13,399 - mmaction - INFO - Epoch [43][1040/5010] lr: 7.500e-05, eta: 10:57:19, time: 0.975, data_time: 0.005, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9354, loss_cls: 0.8386, loss: 0.8386, grad_norm: 7.4666 2020-10-13 10:16:33,296 - mmaction - INFO - Epoch [43][1060/5010] lr: 7.500e-05, eta: 10:56:58, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9281, loss_cls: 0.9112, loss: 0.9112, grad_norm: 7.4357 2020-10-13 10:16:53,551 - mmaction - INFO - Epoch [43][1080/5010] lr: 7.500e-05, eta: 10:56:38, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9042, loss_cls: 0.9764, loss: 0.9764, grad_norm: 7.7035 2020-10-13 10:17:13,343 - mmaction - INFO - Epoch [43][1100/5010] lr: 7.500e-05, eta: 10:56:18, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9344, loss_cls: 0.8641, loss: 0.8641, grad_norm: 7.3709 2020-10-13 10:17:32,933 - mmaction - INFO - Epoch [43][1120/5010] lr: 7.500e-05, eta: 10:55:58, time: 0.981, data_time: 0.005, memory: 10398, top1_acc: 0.8063, top5_acc: 0.9500, loss_cls: 0.7606, loss: 0.7606, grad_norm: 6.9929 2020-10-13 10:17:53,219 - mmaction - INFO - Epoch [43][1140/5010] lr: 7.500e-05, eta: 10:55:37, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9281, loss_cls: 0.8262, loss: 0.8262, grad_norm: 7.1059 2020-10-13 10:18:13,014 - mmaction - INFO - Epoch [43][1160/5010] lr: 7.500e-05, eta: 10:55:17, time: 0.986, data_time: 0.004, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9135, loss_cls: 0.9097, loss: 0.9097, grad_norm: 7.5159 2020-10-13 10:18:33,038 - mmaction - INFO - Epoch [43][1180/5010] lr: 7.500e-05, eta: 10:54:57, time: 1.005, data_time: 0.007, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9177, loss_cls: 0.8782, loss: 0.8782, grad_norm: 7.3844 2020-10-13 10:18:53,535 - mmaction - INFO - Epoch [43][1200/5010] lr: 7.500e-05, eta: 10:54:37, time: 1.025, data_time: 0.002, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9177, loss_cls: 0.9552, loss: 0.9552, grad_norm: 7.7756 2020-10-13 10:19:13,209 - mmaction - INFO - Epoch [43][1220/5010] lr: 7.500e-05, eta: 10:54:16, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9323, loss_cls: 0.8304, loss: 0.8304, grad_norm: 7.2472 2020-10-13 10:19:33,797 - mmaction - INFO - Epoch [43][1240/5010] lr: 7.500e-05, eta: 10:53:56, time: 1.030, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9146, loss_cls: 0.9120, loss: 0.9120, grad_norm: 7.4594 2020-10-13 10:19:53,287 - mmaction - INFO - Epoch [43][1260/5010] lr: 7.500e-05, eta: 10:53:36, time: 0.975, data_time: 0.003, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9198, loss_cls: 0.9361, loss: 0.9361, grad_norm: 7.5376 2020-10-13 10:20:13,182 - mmaction - INFO - Epoch [43][1280/5010] lr: 7.500e-05, eta: 10:53:16, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9281, loss_cls: 0.9361, loss: 0.9361, grad_norm: 7.6728 2020-10-13 10:20:32,875 - mmaction - INFO - Epoch [43][1300/5010] lr: 7.500e-05, eta: 10:52:55, time: 0.987, data_time: 0.007, memory: 10398, top1_acc: 0.8062, top5_acc: 0.9448, loss_cls: 0.7438, loss: 0.7438, grad_norm: 6.9988 2020-10-13 10:20:52,774 - mmaction - INFO - Epoch [43][1320/5010] lr: 7.500e-05, eta: 10:52:35, time: 0.995, data_time: 0.002, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9313, loss_cls: 0.8091, loss: 0.8091, grad_norm: 6.9897 2020-10-13 10:21:12,797 - mmaction - INFO - Epoch [43][1340/5010] lr: 7.500e-05, eta: 10:52:15, time: 0.999, data_time: 0.004, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9271, loss_cls: 0.8384, loss: 0.8384, grad_norm: 7.2732 2020-10-13 10:21:32,449 - mmaction - INFO - Epoch [43][1360/5010] lr: 7.500e-05, eta: 10:51:55, time: 0.984, data_time: 0.006, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9125, loss_cls: 0.9333, loss: 0.9333, grad_norm: 7.5635 2020-10-13 10:21:52,914 - mmaction - INFO - Epoch [43][1380/5010] lr: 7.500e-05, eta: 10:51:34, time: 1.022, data_time: 0.002, memory: 10398, top1_acc: 0.8062, top5_acc: 0.9344, loss_cls: 0.7977, loss: 0.7977, grad_norm: 7.2082 2020-10-13 10:22:12,703 - mmaction - INFO - Epoch [43][1400/5010] lr: 7.500e-05, eta: 10:51:14, time: 0.991, data_time: 0.005, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9365, loss_cls: 0.7737, loss: 0.7737, grad_norm: 7.0038 2020-10-13 10:22:32,670 - mmaction - INFO - Epoch [43][1420/5010] lr: 7.500e-05, eta: 10:50:54, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9271, loss_cls: 0.8839, loss: 0.8839, grad_norm: 7.4544 2020-10-13 10:22:52,488 - mmaction - INFO - Epoch [43][1440/5010] lr: 7.500e-05, eta: 10:50:34, time: 0.992, data_time: 0.006, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9167, loss_cls: 0.9249, loss: 0.9249, grad_norm: 7.5442 2020-10-13 10:23:12,015 - mmaction - INFO - Epoch [43][1460/5010] lr: 7.500e-05, eta: 10:50:13, time: 0.977, data_time: 0.003, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9271, loss_cls: 0.8213, loss: 0.8213, grad_norm: 7.0351 2020-10-13 10:23:31,886 - mmaction - INFO - Epoch [43][1480/5010] lr: 7.500e-05, eta: 10:49:53, time: 0.992, data_time: 0.002, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9365, loss_cls: 0.8262, loss: 0.8262, grad_norm: 7.4812 2020-10-13 10:23:51,955 - mmaction - INFO - Epoch [43][1500/5010] lr: 7.500e-05, eta: 10:49:33, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9187, loss_cls: 0.8623, loss: 0.8623, grad_norm: 7.3679 2020-10-13 10:24:11,610 - mmaction - INFO - Epoch [43][1520/5010] lr: 7.500e-05, eta: 10:49:12, time: 0.981, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9219, loss_cls: 0.9072, loss: 0.9072, grad_norm: 7.7036 2020-10-13 10:24:30,906 - mmaction - INFO - Epoch [43][1540/5010] lr: 7.500e-05, eta: 10:48:52, time: 0.966, data_time: 0.005, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9208, loss_cls: 0.8829, loss: 0.8829, grad_norm: 7.3076 2020-10-13 10:24:51,010 - mmaction - INFO - Epoch [43][1560/5010] lr: 7.500e-05, eta: 10:48:32, time: 1.004, data_time: 0.002, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9115, loss_cls: 0.9968, loss: 0.9968, grad_norm: 7.8446 2020-10-13 10:25:11,647 - mmaction - INFO - Epoch [43][1580/5010] lr: 7.500e-05, eta: 10:48:12, time: 1.032, data_time: 0.005, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9240, loss_cls: 0.8562, loss: 0.8562, grad_norm: 7.1319 2020-10-13 10:25:31,593 - mmaction - INFO - Epoch [43][1600/5010] lr: 7.500e-05, eta: 10:47:51, time: 0.997, data_time: 0.003, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9177, loss_cls: 0.8953, loss: 0.8953, grad_norm: 7.5068 2020-10-13 10:25:50,903 - mmaction - INFO - Epoch [43][1620/5010] lr: 7.500e-05, eta: 10:47:31, time: 0.967, data_time: 0.004, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9250, loss_cls: 0.8632, loss: 0.8632, grad_norm: 7.3617 2020-10-13 10:26:10,824 - mmaction - INFO - Epoch [43][1640/5010] lr: 7.500e-05, eta: 10:47:11, time: 0.994, data_time: 0.004, memory: 10398, top1_acc: 0.7375, top5_acc: 0.9156, loss_cls: 0.9747, loss: 0.9747, grad_norm: 7.8049 2020-10-13 10:26:30,979 - mmaction - INFO - Epoch [43][1660/5010] lr: 7.500e-05, eta: 10:46:51, time: 1.009, data_time: 0.006, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9229, loss_cls: 0.8419, loss: 0.8419, grad_norm: 7.3072 2020-10-13 10:26:50,519 - mmaction - INFO - Epoch [43][1680/5010] lr: 7.500e-05, eta: 10:46:30, time: 0.978, data_time: 0.003, memory: 10398, top1_acc: 0.7490, top5_acc: 0.8917, loss_cls: 1.0195, loss: 1.0195, grad_norm: 7.8871 2020-10-13 10:27:10,759 - mmaction - INFO - Epoch [43][1700/5010] lr: 7.500e-05, eta: 10:46:10, time: 1.011, data_time: 0.004, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9188, loss_cls: 0.8700, loss: 0.8700, grad_norm: 7.0189 2020-10-13 10:27:30,102 - mmaction - INFO - Epoch [43][1720/5010] lr: 7.500e-05, eta: 10:45:50, time: 0.968, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9219, loss_cls: 0.9401, loss: 0.9401, grad_norm: 7.8380 2020-10-13 10:27:49,853 - mmaction - INFO - Epoch [43][1740/5010] lr: 7.500e-05, eta: 10:45:29, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9323, loss_cls: 0.9056, loss: 0.9056, grad_norm: 7.5691 2020-10-13 10:28:09,974 - mmaction - INFO - Epoch [43][1760/5010] lr: 7.500e-05, eta: 10:45:09, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9250, loss_cls: 0.8885, loss: 0.8885, grad_norm: 7.4275 2020-10-13 10:28:29,445 - mmaction - INFO - Epoch [43][1780/5010] lr: 7.500e-05, eta: 10:44:49, time: 0.975, data_time: 0.006, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9240, loss_cls: 0.8842, loss: 0.8842, grad_norm: 7.4072 2020-10-13 10:28:49,077 - mmaction - INFO - Epoch [43][1800/5010] lr: 7.500e-05, eta: 10:44:29, time: 0.982, data_time: 0.002, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9260, loss_cls: 0.8634, loss: 0.8634, grad_norm: 7.2923 2020-10-13 10:29:08,849 - mmaction - INFO - Epoch [43][1820/5010] lr: 7.500e-05, eta: 10:44:08, time: 0.987, data_time: 0.005, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9260, loss_cls: 0.8615, loss: 0.8615, grad_norm: 7.2061 2020-10-13 10:29:29,004 - mmaction - INFO - Epoch [43][1840/5010] lr: 7.500e-05, eta: 10:43:48, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9271, loss_cls: 0.8807, loss: 0.8807, grad_norm: 7.5865 2020-10-13 10:29:48,641 - mmaction - INFO - Epoch [43][1860/5010] lr: 7.500e-05, eta: 10:43:28, time: 0.982, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9313, loss_cls: 0.8902, loss: 0.8902, grad_norm: 7.3065 2020-10-13 10:30:08,754 - mmaction - INFO - Epoch [43][1880/5010] lr: 7.500e-05, eta: 10:43:08, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9281, loss_cls: 0.8962, loss: 0.8962, grad_norm: 7.5417 2020-10-13 10:30:28,627 - mmaction - INFO - Epoch [43][1900/5010] lr: 7.500e-05, eta: 10:42:47, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9240, loss_cls: 0.8829, loss: 0.8829, grad_norm: 7.5641 2020-10-13 10:30:47,932 - mmaction - INFO - Epoch [43][1920/5010] lr: 7.500e-05, eta: 10:42:27, time: 0.966, data_time: 0.002, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9219, loss_cls: 0.8299, loss: 0.8299, grad_norm: 7.2206 2020-10-13 10:31:08,158 - mmaction - INFO - Epoch [43][1940/5010] lr: 7.500e-05, eta: 10:42:07, time: 1.010, data_time: 0.005, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9198, loss_cls: 0.9512, loss: 0.9512, grad_norm: 8.0330 2020-10-13 10:31:27,456 - mmaction - INFO - Epoch [43][1960/5010] lr: 7.500e-05, eta: 10:41:46, time: 0.966, data_time: 0.006, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9323, loss_cls: 0.8543, loss: 0.8543, grad_norm: 7.3673 2020-10-13 10:31:47,019 - mmaction - INFO - Epoch [43][1980/5010] lr: 7.500e-05, eta: 10:41:26, time: 0.978, data_time: 0.002, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9240, loss_cls: 0.8732, loss: 0.8732, grad_norm: 7.5317 2020-10-13 10:32:06,353 - mmaction - INFO - Epoch [43][2000/5010] lr: 7.500e-05, eta: 10:41:06, time: 0.967, data_time: 0.005, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9187, loss_cls: 0.8968, loss: 0.8968, grad_norm: 7.0165 2020-10-13 10:32:26,676 - mmaction - INFO - Epoch [43][2020/5010] lr: 7.500e-05, eta: 10:40:46, time: 1.016, data_time: 0.006, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9281, loss_cls: 0.8521, loss: 0.8521, grad_norm: 7.2045 2020-10-13 10:32:46,179 - mmaction - INFO - Epoch [43][2040/5010] lr: 7.500e-05, eta: 10:40:25, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9250, loss_cls: 0.8583, loss: 0.8583, grad_norm: 7.4262 2020-10-13 10:33:06,278 - mmaction - INFO - Epoch [43][2060/5010] lr: 7.500e-05, eta: 10:40:05, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9354, loss_cls: 0.8609, loss: 0.8609, grad_norm: 7.2746 2020-10-13 10:33:26,009 - mmaction - INFO - Epoch [43][2080/5010] lr: 7.500e-05, eta: 10:39:45, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9302, loss_cls: 0.8405, loss: 0.8405, grad_norm: 7.1657 2020-10-13 10:33:45,592 - mmaction - INFO - Epoch [43][2100/5010] lr: 7.500e-05, eta: 10:39:24, time: 0.979, data_time: 0.002, memory: 10398, top1_acc: 0.7969, top5_acc: 0.9281, loss_cls: 0.8125, loss: 0.8125, grad_norm: 7.1917 2020-10-13 10:34:05,472 - mmaction - INFO - Epoch [43][2120/5010] lr: 7.500e-05, eta: 10:39:04, time: 0.994, data_time: 0.005, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9313, loss_cls: 0.8612, loss: 0.8612, grad_norm: 7.2544 2020-10-13 10:34:25,032 - mmaction - INFO - Epoch [43][2140/5010] lr: 7.500e-05, eta: 10:38:44, time: 0.978, data_time: 0.006, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9208, loss_cls: 0.9011, loss: 0.9011, grad_norm: 7.6379 2020-10-13 10:34:44,666 - mmaction - INFO - Epoch [43][2160/5010] lr: 7.500e-05, eta: 10:38:24, time: 0.982, data_time: 0.002, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9323, loss_cls: 0.8760, loss: 0.8760, grad_norm: 7.4255 2020-10-13 10:35:04,381 - mmaction - INFO - Epoch [43][2180/5010] lr: 7.500e-05, eta: 10:38:03, time: 0.986, data_time: 0.004, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9146, loss_cls: 0.9175, loss: 0.9175, grad_norm: 7.6671 2020-10-13 10:35:24,226 - mmaction - INFO - Epoch [43][2200/5010] lr: 7.500e-05, eta: 10:37:43, time: 0.992, data_time: 0.002, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9240, loss_cls: 0.8885, loss: 0.8885, grad_norm: 7.4013 2020-10-13 10:35:43,208 - mmaction - INFO - Epoch [43][2220/5010] lr: 7.500e-05, eta: 10:37:23, time: 0.949, data_time: 0.002, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9312, loss_cls: 0.8761, loss: 0.8761, grad_norm: 7.3957 2020-10-13 10:36:03,473 - mmaction - INFO - Epoch [43][2240/5010] lr: 7.500e-05, eta: 10:37:02, time: 1.011, data_time: 0.004, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9344, loss_cls: 0.8096, loss: 0.8096, grad_norm: 6.9484 2020-10-13 10:36:23,235 - mmaction - INFO - Epoch [43][2260/5010] lr: 7.500e-05, eta: 10:36:42, time: 0.990, data_time: 0.005, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9167, loss_cls: 0.9422, loss: 0.9422, grad_norm: 7.7688 2020-10-13 10:36:42,768 - mmaction - INFO - Epoch [43][2280/5010] lr: 7.500e-05, eta: 10:36:22, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9323, loss_cls: 0.8856, loss: 0.8856, grad_norm: 7.6179 2020-10-13 10:37:02,616 - mmaction - INFO - Epoch [43][2300/5010] lr: 7.500e-05, eta: 10:36:01, time: 0.990, data_time: 0.004, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9135, loss_cls: 0.8847, loss: 0.8847, grad_norm: 7.4121 2020-10-13 10:37:22,970 - mmaction - INFO - Epoch [43][2320/5010] lr: 7.500e-05, eta: 10:35:41, time: 1.020, data_time: 0.006, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9073, loss_cls: 0.9819, loss: 0.9819, grad_norm: 7.7126 2020-10-13 10:37:41,803 - mmaction - INFO - Epoch [43][2340/5010] lr: 7.500e-05, eta: 10:35:21, time: 0.942, data_time: 0.002, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9167, loss_cls: 0.9093, loss: 0.9093, grad_norm: 7.3429 2020-10-13 10:38:01,454 - mmaction - INFO - Epoch [43][2360/5010] lr: 7.500e-05, eta: 10:35:01, time: 0.981, data_time: 0.004, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9187, loss_cls: 0.9645, loss: 0.9645, grad_norm: 7.7420 2020-10-13 10:38:20,717 - mmaction - INFO - Epoch [43][2380/5010] lr: 7.500e-05, eta: 10:34:40, time: 0.965, data_time: 0.005, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9188, loss_cls: 0.9101, loss: 0.9101, grad_norm: 7.3256 2020-10-13 10:38:41,609 - mmaction - INFO - Epoch [43][2400/5010] lr: 7.500e-05, eta: 10:34:20, time: 1.042, data_time: 0.005, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9250, loss_cls: 0.8979, loss: 0.8979, grad_norm: 7.7560 2020-10-13 10:39:00,889 - mmaction - INFO - Epoch [43][2420/5010] lr: 7.500e-05, eta: 10:34:00, time: 0.966, data_time: 0.006, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9094, loss_cls: 0.9523, loss: 0.9523, grad_norm: 7.6252 2020-10-13 10:39:21,375 - mmaction - INFO - Epoch [43][2440/5010] lr: 7.500e-05, eta: 10:33:40, time: 1.024, data_time: 0.004, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9292, loss_cls: 0.8593, loss: 0.8593, grad_norm: 7.4151 2020-10-13 10:39:40,630 - mmaction - INFO - Epoch [43][2460/5010] lr: 7.500e-05, eta: 10:33:19, time: 0.963, data_time: 0.003, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9281, loss_cls: 0.8498, loss: 0.8498, grad_norm: 7.2574 2020-10-13 10:40:00,686 - mmaction - INFO - Epoch [43][2480/5010] lr: 7.500e-05, eta: 10:32:59, time: 1.001, data_time: 0.005, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9250, loss_cls: 0.8715, loss: 0.8715, grad_norm: 7.4683 2020-10-13 10:40:20,900 - mmaction - INFO - Epoch [43][2500/5010] lr: 7.500e-05, eta: 10:32:39, time: 1.012, data_time: 0.006, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9354, loss_cls: 0.8347, loss: 0.8347, grad_norm: 7.1711 2020-10-13 10:40:41,252 - mmaction - INFO - Epoch [43][2520/5010] lr: 7.500e-05, eta: 10:32:19, time: 1.016, data_time: 0.004, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9260, loss_cls: 0.8982, loss: 0.8982, grad_norm: 7.3476 2020-10-13 10:41:00,434 - mmaction - INFO - Epoch [43][2540/5010] lr: 7.500e-05, eta: 10:31:58, time: 0.961, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9156, loss_cls: 0.9104, loss: 0.9104, grad_norm: 7.4244 2020-10-13 10:41:20,323 - mmaction - INFO - Epoch [43][2560/5010] lr: 7.500e-05, eta: 10:31:38, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9313, loss_cls: 0.8398, loss: 0.8398, grad_norm: 7.1214 2020-10-13 10:41:40,415 - mmaction - INFO - Epoch [43][2580/5010] lr: 7.500e-05, eta: 10:31:18, time: 1.007, data_time: 0.006, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9292, loss_cls: 0.8626, loss: 0.8626, grad_norm: 7.4992 2020-10-13 10:42:00,804 - mmaction - INFO - Epoch [43][2600/5010] lr: 7.500e-05, eta: 10:30:58, time: 1.018, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9208, loss_cls: 0.9549, loss: 0.9549, grad_norm: 7.6802 2020-10-13 10:42:20,566 - mmaction - INFO - Epoch [43][2620/5010] lr: 7.500e-05, eta: 10:30:37, time: 0.990, data_time: 0.006, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9281, loss_cls: 0.8508, loss: 0.8508, grad_norm: 7.4695 2020-10-13 10:42:40,138 - mmaction - INFO - Epoch [43][2640/5010] lr: 7.500e-05, eta: 10:30:17, time: 0.978, data_time: 0.007, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9323, loss_cls: 0.8385, loss: 0.8385, grad_norm: 7.1771 2020-10-13 10:42:59,538 - mmaction - INFO - Epoch [43][2660/5010] lr: 7.500e-05, eta: 10:29:57, time: 0.970, data_time: 0.002, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9240, loss_cls: 0.8898, loss: 0.8898, grad_norm: 7.4244 2020-10-13 10:43:19,152 - mmaction - INFO - Epoch [43][2680/5010] lr: 7.500e-05, eta: 10:29:36, time: 0.979, data_time: 0.005, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9187, loss_cls: 0.9287, loss: 0.9287, grad_norm: 7.3881 2020-10-13 10:43:39,372 - mmaction - INFO - Epoch [43][2700/5010] lr: 7.500e-05, eta: 10:29:16, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9333, loss_cls: 0.8598, loss: 0.8598, grad_norm: 7.6255 2020-10-13 10:43:58,728 - mmaction - INFO - Epoch [43][2720/5010] lr: 7.500e-05, eta: 10:28:56, time: 0.966, data_time: 0.004, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9125, loss_cls: 0.9303, loss: 0.9303, grad_norm: 7.4765 2020-10-13 10:44:18,737 - mmaction - INFO - Epoch [43][2740/5010] lr: 7.500e-05, eta: 10:28:36, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9354, loss_cls: 0.8312, loss: 0.8312, grad_norm: 7.4765 2020-10-13 10:44:37,917 - mmaction - INFO - Epoch [43][2760/5010] lr: 7.500e-05, eta: 10:28:15, time: 0.957, data_time: 0.004, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9365, loss_cls: 0.8431, loss: 0.8431, grad_norm: 7.2203 2020-10-13 10:44:56,990 - mmaction - INFO - Epoch [43][2780/5010] lr: 7.500e-05, eta: 10:27:55, time: 0.955, data_time: 0.005, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9292, loss_cls: 0.8468, loss: 0.8468, grad_norm: 7.2051 2020-10-13 10:45:16,173 - mmaction - INFO - Epoch [43][2800/5010] lr: 7.500e-05, eta: 10:27:34, time: 0.957, data_time: 0.004, memory: 10398, top1_acc: 0.7938, top5_acc: 0.9313, loss_cls: 0.8392, loss: 0.8392, grad_norm: 6.8213 2020-10-13 10:45:35,693 - mmaction - INFO - Epoch [43][2820/5010] lr: 7.500e-05, eta: 10:27:14, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9313, loss_cls: 0.8481, loss: 0.8481, grad_norm: 7.0821 2020-10-13 10:45:55,179 - mmaction - INFO - Epoch [43][2840/5010] lr: 7.500e-05, eta: 10:26:54, time: 0.972, data_time: 0.004, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9229, loss_cls: 0.8981, loss: 0.8981, grad_norm: 7.5538 2020-10-13 10:46:14,935 - mmaction - INFO - Epoch [43][2860/5010] lr: 7.500e-05, eta: 10:26:34, time: 0.990, data_time: 0.006, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9260, loss_cls: 0.8419, loss: 0.8419, grad_norm: 7.3698 2020-10-13 10:46:34,305 - mmaction - INFO - Epoch [43][2880/5010] lr: 7.500e-05, eta: 10:26:13, time: 0.968, data_time: 0.004, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9167, loss_cls: 0.9107, loss: 0.9107, grad_norm: 7.5104 2020-10-13 10:46:53,868 - mmaction - INFO - Epoch [43][2900/5010] lr: 7.500e-05, eta: 10:25:53, time: 0.978, data_time: 0.002, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9188, loss_cls: 0.9169, loss: 0.9169, grad_norm: 7.4047 2020-10-13 10:47:13,607 - mmaction - INFO - Epoch [43][2920/5010] lr: 7.500e-05, eta: 10:25:33, time: 0.985, data_time: 0.005, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9302, loss_cls: 0.8508, loss: 0.8508, grad_norm: 7.0973 2020-10-13 10:47:33,519 - mmaction - INFO - Epoch [43][2940/5010] lr: 7.500e-05, eta: 10:25:12, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9177, loss_cls: 0.9503, loss: 0.9503, grad_norm: 7.6904 2020-10-13 10:47:53,379 - mmaction - INFO - Epoch [43][2960/5010] lr: 7.500e-05, eta: 10:24:52, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9167, loss_cls: 0.8988, loss: 0.8988, grad_norm: 7.3758 2020-10-13 10:48:12,772 - mmaction - INFO - Epoch [43][2980/5010] lr: 7.500e-05, eta: 10:24:32, time: 0.968, data_time: 0.005, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9188, loss_cls: 0.8385, loss: 0.8385, grad_norm: 7.2244 2020-10-13 10:48:32,355 - mmaction - INFO - Epoch [43][3000/5010] lr: 7.500e-05, eta: 10:24:11, time: 0.981, data_time: 0.005, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9198, loss_cls: 0.8474, loss: 0.8474, grad_norm: 7.1118 2020-10-13 10:48:52,113 - mmaction - INFO - Epoch [43][3020/5010] lr: 7.500e-05, eta: 10:23:51, time: 0.988, data_time: 0.003, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9167, loss_cls: 0.8587, loss: 0.8587, grad_norm: 6.9901 2020-10-13 10:49:12,030 - mmaction - INFO - Epoch [43][3040/5010] lr: 7.500e-05, eta: 10:23:31, time: 0.994, data_time: 0.005, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9240, loss_cls: 0.8831, loss: 0.8831, grad_norm: 7.4351 2020-10-13 10:49:32,236 - mmaction - INFO - Epoch [43][3060/5010] lr: 7.500e-05, eta: 10:23:11, time: 1.012, data_time: 0.006, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9292, loss_cls: 0.8691, loss: 0.8691, grad_norm: 7.3290 2020-10-13 10:49:51,401 - mmaction - INFO - Epoch [43][3080/5010] lr: 7.500e-05, eta: 10:22:50, time: 0.958, data_time: 0.002, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9406, loss_cls: 0.8526, loss: 0.8526, grad_norm: 7.2125 2020-10-13 10:50:11,461 - mmaction - INFO - Epoch [43][3100/5010] lr: 7.500e-05, eta: 10:22:30, time: 1.003, data_time: 0.005, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9375, loss_cls: 0.8241, loss: 0.8241, grad_norm: 7.4689 2020-10-13 10:50:31,016 - mmaction - INFO - Epoch [43][3120/5010] lr: 7.500e-05, eta: 10:22:10, time: 0.978, data_time: 0.002, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9250, loss_cls: 0.8817, loss: 0.8817, grad_norm: 7.5904 2020-10-13 10:50:50,549 - mmaction - INFO - Epoch [43][3140/5010] lr: 7.500e-05, eta: 10:21:49, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9187, loss_cls: 0.9078, loss: 0.9078, grad_norm: 7.6720 2020-10-13 10:51:10,708 - mmaction - INFO - Epoch [43][3160/5010] lr: 7.500e-05, eta: 10:21:29, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9260, loss_cls: 0.8824, loss: 0.8824, grad_norm: 7.4708 2020-10-13 10:51:30,803 - mmaction - INFO - Epoch [43][3180/5010] lr: 7.500e-05, eta: 10:21:09, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9104, loss_cls: 0.8935, loss: 0.8935, grad_norm: 7.0830 2020-10-13 10:51:50,042 - mmaction - INFO - Epoch [43][3200/5010] lr: 7.500e-05, eta: 10:20:49, time: 0.962, data_time: 0.002, memory: 10398, top1_acc: 0.8000, top5_acc: 0.9427, loss_cls: 0.7310, loss: 0.7310, grad_norm: 6.7675 2020-10-13 10:52:09,437 - mmaction - INFO - Epoch [43][3220/5010] lr: 7.500e-05, eta: 10:20:28, time: 0.968, data_time: 0.005, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9292, loss_cls: 0.8452, loss: 0.8452, grad_norm: 7.2454 2020-10-13 10:52:29,528 - mmaction - INFO - Epoch [43][3240/5010] lr: 7.500e-05, eta: 10:20:08, time: 1.006, data_time: 0.006, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9229, loss_cls: 0.9305, loss: 0.9305, grad_norm: 7.8443 2020-10-13 10:52:49,175 - mmaction - INFO - Epoch [43][3260/5010] lr: 7.500e-05, eta: 10:19:48, time: 0.982, data_time: 0.002, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9271, loss_cls: 0.8858, loss: 0.8858, grad_norm: 7.6599 2020-10-13 10:53:09,539 - mmaction - INFO - Epoch [43][3280/5010] lr: 7.500e-05, eta: 10:19:28, time: 1.018, data_time: 0.005, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9125, loss_cls: 0.9268, loss: 0.9268, grad_norm: 7.3821 2020-10-13 10:53:29,322 - mmaction - INFO - Epoch [43][3300/5010] lr: 7.500e-05, eta: 10:19:07, time: 0.989, data_time: 0.002, memory: 10398, top1_acc: 0.7969, top5_acc: 0.9375, loss_cls: 0.7845, loss: 0.7845, grad_norm: 6.8504 2020-10-13 10:53:49,264 - mmaction - INFO - Epoch [43][3320/5010] lr: 7.500e-05, eta: 10:18:47, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9219, loss_cls: 0.9078, loss: 0.9078, grad_norm: 7.6049 2020-10-13 10:54:08,843 - mmaction - INFO - Epoch [43][3340/5010] lr: 7.500e-05, eta: 10:18:27, time: 0.977, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9135, loss_cls: 0.9340, loss: 0.9340, grad_norm: 7.6614 2020-10-13 10:54:29,039 - mmaction - INFO - Epoch [43][3360/5010] lr: 7.500e-05, eta: 10:18:07, time: 1.012, data_time: 0.006, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9229, loss_cls: 0.8273, loss: 0.8273, grad_norm: 7.2018 2020-10-13 10:54:49,173 - mmaction - INFO - Epoch [43][3380/5010] lr: 7.500e-05, eta: 10:17:46, time: 1.007, data_time: 0.002, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9146, loss_cls: 0.9214, loss: 0.9214, grad_norm: 7.5870 2020-10-13 10:55:09,135 - mmaction - INFO - Epoch [43][3400/5010] lr: 7.500e-05, eta: 10:17:26, time: 0.998, data_time: 0.005, memory: 10398, top1_acc: 0.8000, top5_acc: 0.9250, loss_cls: 0.8228, loss: 0.8228, grad_norm: 7.0898 2020-10-13 10:55:28,355 - mmaction - INFO - Epoch [43][3420/5010] lr: 7.500e-05, eta: 10:17:06, time: 0.961, data_time: 0.002, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9229, loss_cls: 0.8818, loss: 0.8818, grad_norm: 7.1447 2020-10-13 10:55:48,388 - mmaction - INFO - Epoch [43][3440/5010] lr: 7.500e-05, eta: 10:16:46, time: 1.001, data_time: 0.002, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9198, loss_cls: 0.8460, loss: 0.8460, grad_norm: 7.2285 2020-10-13 10:56:08,218 - mmaction - INFO - Epoch [43][3460/5010] lr: 7.500e-05, eta: 10:16:25, time: 0.990, data_time: 0.004, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9208, loss_cls: 0.8451, loss: 0.8451, grad_norm: 7.1988 2020-10-13 10:56:27,426 - mmaction - INFO - Epoch [43][3480/5010] lr: 7.500e-05, eta: 10:16:05, time: 0.962, data_time: 0.005, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9302, loss_cls: 0.8468, loss: 0.8468, grad_norm: 7.1101 2020-10-13 10:56:47,241 - mmaction - INFO - Epoch [43][3500/5010] lr: 7.500e-05, eta: 10:15:45, time: 0.991, data_time: 0.002, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9219, loss_cls: 0.8753, loss: 0.8753, grad_norm: 7.4050 2020-10-13 10:57:07,010 - mmaction - INFO - Epoch [43][3520/5010] lr: 7.500e-05, eta: 10:15:24, time: 0.985, data_time: 0.004, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9292, loss_cls: 0.8539, loss: 0.8539, grad_norm: 7.2762 2020-10-13 10:57:27,449 - mmaction - INFO - Epoch [43][3540/5010] lr: 7.500e-05, eta: 10:15:04, time: 1.025, data_time: 0.007, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9250, loss_cls: 0.9223, loss: 0.9223, grad_norm: 7.3226 2020-10-13 10:57:46,490 - mmaction - INFO - Epoch [43][3560/5010] lr: 7.500e-05, eta: 10:14:44, time: 0.952, data_time: 0.002, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9281, loss_cls: 0.8763, loss: 0.8763, grad_norm: 7.4866 2020-10-13 10:58:07,296 - mmaction - INFO - Epoch [43][3580/5010] lr: 7.500e-05, eta: 10:14:24, time: 1.039, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9198, loss_cls: 0.8951, loss: 0.8951, grad_norm: 7.5773 2020-10-13 10:58:26,958 - mmaction - INFO - Epoch [43][3600/5010] lr: 7.500e-05, eta: 10:14:03, time: 0.985, data_time: 0.005, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9208, loss_cls: 0.9033, loss: 0.9033, grad_norm: 7.2709 2020-10-13 10:58:46,203 - mmaction - INFO - Epoch [43][3620/5010] lr: 7.500e-05, eta: 10:13:43, time: 0.962, data_time: 0.002, memory: 10398, top1_acc: 0.7990, top5_acc: 0.9271, loss_cls: 0.8368, loss: 0.8368, grad_norm: 7.1940 2020-10-13 10:59:06,164 - mmaction - INFO - Epoch [43][3640/5010] lr: 7.500e-05, eta: 10:13:23, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9240, loss_cls: 0.8715, loss: 0.8715, grad_norm: 7.2642 2020-10-13 10:59:26,073 - mmaction - INFO - Epoch [43][3660/5010] lr: 7.500e-05, eta: 10:13:03, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.7969, top5_acc: 0.9333, loss_cls: 0.8110, loss: 0.8110, grad_norm: 6.9751 2020-10-13 10:59:45,461 - mmaction - INFO - Epoch [43][3680/5010] lr: 7.500e-05, eta: 10:12:42, time: 0.970, data_time: 0.002, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9406, loss_cls: 0.8363, loss: 0.8363, grad_norm: 7.4958 2020-10-13 11:00:13,334 - mmaction - INFO - Epoch [43][3700/5010] lr: 7.500e-05, eta: 10:12:23, time: 1.377, data_time: 0.006, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9375, loss_cls: 0.8144, loss: 0.8144, grad_norm: 7.3276 2020-10-13 11:00:30,882 - mmaction - INFO - Epoch [43][3720/5010] lr: 7.500e-05, eta: 10:12:03, time: 0.893, data_time: 0.031, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9240, loss_cls: 0.8507, loss: 0.8507, grad_norm: 7.4463 2020-10-13 11:00:49,469 - mmaction - INFO - Epoch [43][3740/5010] lr: 7.500e-05, eta: 10:11:42, time: 0.930, data_time: 0.002, memory: 10398, top1_acc: 0.8073, top5_acc: 0.9417, loss_cls: 0.8029, loss: 0.8029, grad_norm: 7.3583 2020-10-13 11:01:09,843 - mmaction - INFO - Epoch [43][3760/5010] lr: 7.500e-05, eta: 10:11:22, time: 1.017, data_time: 0.005, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9219, loss_cls: 0.8635, loss: 0.8635, grad_norm: 7.2875 2020-10-13 11:01:29,687 - mmaction - INFO - Epoch [43][3780/5010] lr: 7.500e-05, eta: 10:11:02, time: 0.994, data_time: 0.005, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9208, loss_cls: 0.8987, loss: 0.8987, grad_norm: 7.5107 2020-10-13 11:01:49,400 - mmaction - INFO - Epoch [43][3800/5010] lr: 7.500e-05, eta: 10:10:42, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.8240, top5_acc: 0.9344, loss_cls: 0.7846, loss: 0.7846, grad_norm: 6.6339 2020-10-13 11:02:09,125 - mmaction - INFO - Epoch [43][3820/5010] lr: 7.500e-05, eta: 10:10:21, time: 0.983, data_time: 0.004, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9271, loss_cls: 0.8817, loss: 0.8817, grad_norm: 7.5315 2020-10-13 11:02:30,387 - mmaction - INFO - Epoch [43][3840/5010] lr: 7.500e-05, eta: 10:10:01, time: 1.066, data_time: 0.007, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9188, loss_cls: 0.9120, loss: 0.9120, grad_norm: 7.3956 2020-10-13 11:02:49,997 - mmaction - INFO - Epoch [43][3860/5010] lr: 7.500e-05, eta: 10:09:41, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9333, loss_cls: 0.7849, loss: 0.7849, grad_norm: 6.9151 2020-10-13 11:03:10,176 - mmaction - INFO - Epoch [43][3880/5010] lr: 7.500e-05, eta: 10:09:21, time: 1.009, data_time: 0.006, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9271, loss_cls: 0.8672, loss: 0.8672, grad_norm: 7.4369 2020-10-13 11:03:29,081 - mmaction - INFO - Epoch [43][3900/5010] lr: 7.500e-05, eta: 10:09:00, time: 0.945, data_time: 0.002, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9323, loss_cls: 0.8440, loss: 0.8440, grad_norm: 7.1675 2020-10-13 11:03:50,025 - mmaction - INFO - Epoch [43][3920/5010] lr: 7.500e-05, eta: 10:08:40, time: 1.047, data_time: 0.007, memory: 10398, top1_acc: 0.7937, top5_acc: 0.9469, loss_cls: 0.7584, loss: 0.7584, grad_norm: 7.1779 2020-10-13 11:04:09,777 - mmaction - INFO - Epoch [43][3940/5010] lr: 7.500e-05, eta: 10:08:20, time: 0.986, data_time: 0.005, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9333, loss_cls: 0.7951, loss: 0.7951, grad_norm: 7.1590 2020-10-13 11:04:29,184 - mmaction - INFO - Epoch [43][3960/5010] lr: 7.500e-05, eta: 10:08:00, time: 0.972, data_time: 0.006, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9281, loss_cls: 0.8590, loss: 0.8590, grad_norm: 7.3597 2020-10-13 11:04:48,699 - mmaction - INFO - Epoch [43][3980/5010] lr: 7.500e-05, eta: 10:07:39, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.7990, top5_acc: 0.9271, loss_cls: 0.7896, loss: 0.7896, grad_norm: 7.0240 2020-10-13 11:05:08,086 - mmaction - INFO - Epoch [43][4000/5010] lr: 7.500e-05, eta: 10:07:19, time: 0.969, data_time: 0.002, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9240, loss_cls: 0.8430, loss: 0.8430, grad_norm: 7.1404 2020-10-13 11:05:28,713 - mmaction - INFO - Epoch [43][4020/5010] lr: 7.500e-05, eta: 10:06:59, time: 1.031, data_time: 0.002, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9135, loss_cls: 0.9641, loss: 0.9641, grad_norm: 7.6474 2020-10-13 11:05:49,236 - mmaction - INFO - Epoch [43][4040/5010] lr: 7.500e-05, eta: 10:06:39, time: 1.026, data_time: 0.002, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9125, loss_cls: 0.9428, loss: 0.9428, grad_norm: 7.3470 2020-10-13 11:06:08,258 - mmaction - INFO - Epoch [43][4060/5010] lr: 7.500e-05, eta: 10:06:18, time: 0.947, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9208, loss_cls: 0.9096, loss: 0.9096, grad_norm: 7.6578 2020-10-13 11:06:28,480 - mmaction - INFO - Epoch [43][4080/5010] lr: 7.500e-05, eta: 10:05:58, time: 1.015, data_time: 0.007, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9333, loss_cls: 0.8632, loss: 0.8632, grad_norm: 7.5246 2020-10-13 11:06:48,417 - mmaction - INFO - Epoch [43][4100/5010] lr: 7.500e-05, eta: 10:05:38, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9260, loss_cls: 0.9096, loss: 0.9096, grad_norm: 7.5245 2020-10-13 11:07:07,833 - mmaction - INFO - Epoch [43][4120/5010] lr: 7.500e-05, eta: 10:05:18, time: 0.969, data_time: 0.004, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9198, loss_cls: 0.8795, loss: 0.8795, grad_norm: 7.3749 2020-10-13 11:07:27,150 - mmaction - INFO - Epoch [43][4140/5010] lr: 7.500e-05, eta: 10:04:57, time: 0.968, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9250, loss_cls: 0.9085, loss: 0.9085, grad_norm: 7.6284 2020-10-13 11:07:46,600 - mmaction - INFO - Epoch [43][4160/5010] lr: 7.500e-05, eta: 10:04:37, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9229, loss_cls: 0.8548, loss: 0.8548, grad_norm: 7.4485 2020-10-13 11:08:06,134 - mmaction - INFO - Epoch [43][4180/5010] lr: 7.500e-05, eta: 10:04:17, time: 0.975, data_time: 0.004, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9354, loss_cls: 0.8465, loss: 0.8465, grad_norm: 7.3069 2020-10-13 11:08:26,163 - mmaction - INFO - Epoch [43][4200/5010] lr: 7.500e-05, eta: 10:03:56, time: 1.003, data_time: 0.005, memory: 10398, top1_acc: 0.8010, top5_acc: 0.9229, loss_cls: 0.8521, loss: 0.8521, grad_norm: 7.3550 2020-10-13 11:08:45,538 - mmaction - INFO - Epoch [43][4220/5010] lr: 7.500e-05, eta: 10:03:36, time: 0.969, data_time: 0.002, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9302, loss_cls: 0.8435, loss: 0.8435, grad_norm: 7.3269 2020-10-13 11:09:05,637 - mmaction - INFO - Epoch [43][4240/5010] lr: 7.500e-05, eta: 10:03:16, time: 1.003, data_time: 0.004, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9240, loss_cls: 0.8826, loss: 0.8826, grad_norm: 7.6629 2020-10-13 11:09:24,682 - mmaction - INFO - Epoch [43][4260/5010] lr: 7.500e-05, eta: 10:02:55, time: 0.954, data_time: 0.005, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9302, loss_cls: 0.8469, loss: 0.8469, grad_norm: 7.4779 2020-10-13 11:09:44,153 - mmaction - INFO - Epoch [43][4280/5010] lr: 7.500e-05, eta: 10:02:35, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9354, loss_cls: 0.8213, loss: 0.8213, grad_norm: 7.3720 2020-10-13 11:10:04,059 - mmaction - INFO - Epoch [43][4300/5010] lr: 7.500e-05, eta: 10:02:15, time: 0.995, data_time: 0.004, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9333, loss_cls: 0.8454, loss: 0.8454, grad_norm: 7.4241 2020-10-13 11:10:23,323 - mmaction - INFO - Epoch [43][4320/5010] lr: 7.500e-05, eta: 10:01:54, time: 0.963, data_time: 0.002, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9323, loss_cls: 0.9035, loss: 0.9035, grad_norm: 7.5807 2020-10-13 11:10:43,047 - mmaction - INFO - Epoch [43][4340/5010] lr: 7.500e-05, eta: 10:01:34, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9302, loss_cls: 0.8574, loss: 0.8574, grad_norm: 7.5748 2020-10-13 11:11:02,358 - mmaction - INFO - Epoch [43][4360/5010] lr: 7.500e-05, eta: 10:01:14, time: 0.964, data_time: 0.005, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9385, loss_cls: 0.8032, loss: 0.8032, grad_norm: 7.3083 2020-10-13 11:11:21,870 - mmaction - INFO - Epoch [43][4380/5010] lr: 7.500e-05, eta: 10:00:54, time: 0.977, data_time: 0.006, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9302, loss_cls: 0.7973, loss: 0.7973, grad_norm: 7.1584 2020-10-13 11:11:41,426 - mmaction - INFO - Epoch [43][4400/5010] lr: 7.500e-05, eta: 10:00:33, time: 0.978, data_time: 0.002, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9187, loss_cls: 0.8917, loss: 0.8917, grad_norm: 7.5347 2020-10-13 11:12:01,472 - mmaction - INFO - Epoch [43][4420/5010] lr: 7.500e-05, eta: 10:00:13, time: 1.001, data_time: 0.006, memory: 10398, top1_acc: 0.8083, top5_acc: 0.9375, loss_cls: 0.7406, loss: 0.7406, grad_norm: 6.8056 2020-10-13 11:12:21,248 - mmaction - INFO - Epoch [43][4440/5010] lr: 7.500e-05, eta: 9:59:53, time: 0.990, data_time: 0.005, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9240, loss_cls: 0.8733, loss: 0.8733, grad_norm: 7.3265 2020-10-13 11:12:40,548 - mmaction - INFO - Epoch [43][4460/5010] lr: 7.500e-05, eta: 9:59:32, time: 0.965, data_time: 0.003, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9167, loss_cls: 0.9586, loss: 0.9586, grad_norm: 7.6892 2020-10-13 11:12:59,919 - mmaction - INFO - Epoch [43][4480/5010] lr: 7.500e-05, eta: 9:59:12, time: 0.966, data_time: 0.005, memory: 10398, top1_acc: 0.7687, top5_acc: 0.9229, loss_cls: 0.8968, loss: 0.8968, grad_norm: 7.7105 2020-10-13 11:13:20,451 - mmaction - INFO - Epoch [43][4500/5010] lr: 7.500e-05, eta: 9:58:52, time: 1.029, data_time: 0.006, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9250, loss_cls: 0.8610, loss: 0.8610, grad_norm: 7.4162 2020-10-13 11:13:40,164 - mmaction - INFO - Epoch [43][4520/5010] lr: 7.500e-05, eta: 9:58:32, time: 0.985, data_time: 0.004, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9281, loss_cls: 0.8472, loss: 0.8472, grad_norm: 7.2211 2020-10-13 11:13:59,509 - mmaction - INFO - Epoch [43][4540/5010] lr: 7.500e-05, eta: 9:58:11, time: 0.968, data_time: 0.004, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9177, loss_cls: 0.9492, loss: 0.9492, grad_norm: 8.0959 2020-10-13 11:14:19,859 - mmaction - INFO - Epoch [43][4560/5010] lr: 7.500e-05, eta: 9:57:51, time: 1.016, data_time: 0.004, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9240, loss_cls: 0.8718, loss: 0.8718, grad_norm: 7.2574 2020-10-13 11:14:39,913 - mmaction - INFO - Epoch [43][4580/5010] lr: 7.500e-05, eta: 9:57:31, time: 1.004, data_time: 0.006, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9188, loss_cls: 0.8798, loss: 0.8798, grad_norm: 7.5596 2020-10-13 11:14:59,455 - mmaction - INFO - Epoch [43][4600/5010] lr: 7.500e-05, eta: 9:57:11, time: 0.976, data_time: 0.005, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9365, loss_cls: 0.8395, loss: 0.8395, grad_norm: 7.4363 2020-10-13 11:15:18,747 - mmaction - INFO - Epoch [43][4620/5010] lr: 7.500e-05, eta: 9:56:50, time: 0.966, data_time: 0.006, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9313, loss_cls: 0.8781, loss: 0.8781, grad_norm: 7.6696 2020-10-13 11:15:38,201 - mmaction - INFO - Epoch [43][4640/5010] lr: 7.500e-05, eta: 9:56:30, time: 0.969, data_time: 0.005, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9312, loss_cls: 0.8411, loss: 0.8411, grad_norm: 7.3412 2020-10-13 11:15:57,545 - mmaction - INFO - Epoch [43][4660/5010] lr: 7.500e-05, eta: 9:56:10, time: 0.971, data_time: 0.007, memory: 10398, top1_acc: 0.8021, top5_acc: 0.9354, loss_cls: 0.8374, loss: 0.8374, grad_norm: 7.0542 2020-10-13 11:16:16,930 - mmaction - INFO - Epoch [43][4680/5010] lr: 7.500e-05, eta: 9:55:49, time: 0.967, data_time: 0.005, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9313, loss_cls: 0.8471, loss: 0.8471, grad_norm: 7.5546 2020-10-13 11:16:37,454 - mmaction - INFO - Epoch [43][4700/5010] lr: 7.500e-05, eta: 9:55:29, time: 1.028, data_time: 0.005, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9177, loss_cls: 0.9180, loss: 0.9180, grad_norm: 7.8666 2020-10-13 11:16:56,505 - mmaction - INFO - Epoch [43][4720/5010] lr: 7.500e-05, eta: 9:55:09, time: 0.951, data_time: 0.005, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9344, loss_cls: 0.8638, loss: 0.8638, grad_norm: 7.4801 2020-10-13 11:17:16,054 - mmaction - INFO - Epoch [43][4740/5010] lr: 7.500e-05, eta: 9:54:48, time: 0.979, data_time: 0.005, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9146, loss_cls: 0.9408, loss: 0.9408, grad_norm: 7.7584 2020-10-13 11:17:36,143 - mmaction - INFO - Epoch [43][4760/5010] lr: 7.500e-05, eta: 9:54:28, time: 1.004, data_time: 0.004, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9313, loss_cls: 0.8936, loss: 0.8936, grad_norm: 7.6114 2020-10-13 11:17:55,240 - mmaction - INFO - Epoch [43][4780/5010] lr: 7.500e-05, eta: 9:54:08, time: 0.955, data_time: 0.002, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9208, loss_cls: 0.8637, loss: 0.8637, grad_norm: 7.3727 2020-10-13 11:18:15,346 - mmaction - INFO - Epoch [43][4800/5010] lr: 7.500e-05, eta: 9:53:48, time: 1.004, data_time: 0.004, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9219, loss_cls: 0.8984, loss: 0.8984, grad_norm: 7.5616 2020-10-13 11:18:35,099 - mmaction - INFO - Epoch [43][4820/5010] lr: 7.500e-05, eta: 9:53:27, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9177, loss_cls: 0.8987, loss: 0.8987, grad_norm: 7.5547 2020-10-13 11:18:54,526 - mmaction - INFO - Epoch [43][4840/5010] lr: 7.500e-05, eta: 9:53:07, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9198, loss_cls: 0.8676, loss: 0.8676, grad_norm: 7.1477 2020-10-13 11:19:14,121 - mmaction - INFO - Epoch [43][4860/5010] lr: 7.500e-05, eta: 9:52:47, time: 0.978, data_time: 0.004, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9448, loss_cls: 0.7694, loss: 0.7694, grad_norm: 7.0155 2020-10-13 11:19:33,919 - mmaction - INFO - Epoch [43][4880/5010] lr: 7.500e-05, eta: 9:52:26, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9240, loss_cls: 0.8827, loss: 0.8827, grad_norm: 7.3998 2020-10-13 11:19:53,432 - mmaction - INFO - Epoch [43][4900/5010] lr: 7.500e-05, eta: 9:52:06, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9312, loss_cls: 0.8381, loss: 0.8381, grad_norm: 7.0686 2020-10-13 11:20:14,095 - mmaction - INFO - Epoch [43][4920/5010] lr: 7.500e-05, eta: 9:51:46, time: 1.031, data_time: 0.005, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9281, loss_cls: 0.8388, loss: 0.8388, grad_norm: 7.3650 2020-10-13 11:20:34,435 - mmaction - INFO - Epoch [43][4940/5010] lr: 7.500e-05, eta: 9:51:26, time: 1.018, data_time: 0.006, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9250, loss_cls: 0.9121, loss: 0.9121, grad_norm: 8.0484 2020-10-13 11:20:53,326 - mmaction - INFO - Epoch [43][4960/5010] lr: 7.500e-05, eta: 9:51:05, time: 0.945, data_time: 0.003, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9219, loss_cls: 0.8627, loss: 0.8627, grad_norm: 7.3376 2020-10-13 11:21:13,187 - mmaction - INFO - Epoch [43][4980/5010] lr: 7.500e-05, eta: 9:50:45, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9219, loss_cls: 0.9116, loss: 0.9116, grad_norm: 7.4346 2020-10-13 11:21:32,759 - mmaction - INFO - Epoch [43][5000/5010] lr: 7.500e-05, eta: 9:50:25, time: 0.980, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9281, loss_cls: 0.9205, loss: 0.9205, grad_norm: 7.5296 2020-10-13 11:22:13,391 - mmaction - INFO - Epoch [44][20/5010] lr: 7.500e-05, eta: 9:49:55, time: 1.536, data_time: 0.672, memory: 10398, top1_acc: 0.7969, top5_acc: 0.9469, loss_cls: 0.7629, loss: 0.7629, grad_norm: 7.0529 2020-10-13 11:22:31,333 - mmaction - INFO - Epoch [44][40/5010] lr: 7.500e-05, eta: 9:49:34, time: 0.899, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9302, loss_cls: 0.8579, loss: 0.8579, grad_norm: 7.3548 2020-10-13 11:22:50,985 - mmaction - INFO - Epoch [44][60/5010] lr: 7.500e-05, eta: 9:49:14, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9052, loss_cls: 0.9588, loss: 0.9588, grad_norm: 7.6741 2020-10-13 11:23:11,163 - mmaction - INFO - Epoch [44][80/5010] lr: 7.500e-05, eta: 9:48:54, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.8021, top5_acc: 0.9385, loss_cls: 0.7801, loss: 0.7801, grad_norm: 7.1919 2020-10-13 11:23:30,418 - mmaction - INFO - Epoch [44][100/5010] lr: 7.500e-05, eta: 9:48:33, time: 0.962, data_time: 0.002, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9167, loss_cls: 0.8983, loss: 0.8983, grad_norm: 7.1673 2020-10-13 11:23:50,295 - mmaction - INFO - Epoch [44][120/5010] lr: 7.500e-05, eta: 9:48:13, time: 0.994, data_time: 0.003, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9229, loss_cls: 0.8693, loss: 0.8693, grad_norm: 7.5655 2020-10-13 11:24:09,437 - mmaction - INFO - Epoch [44][140/5010] lr: 7.500e-05, eta: 9:47:53, time: 0.954, data_time: 0.004, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9417, loss_cls: 0.7845, loss: 0.7845, grad_norm: 7.0701 2020-10-13 11:24:30,169 - mmaction - INFO - Epoch [44][160/5010] lr: 7.500e-05, eta: 9:47:33, time: 1.040, data_time: 0.007, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9260, loss_cls: 0.8875, loss: 0.8875, grad_norm: 7.4172 2020-10-13 11:24:50,325 - mmaction - INFO - Epoch [44][180/5010] lr: 7.500e-05, eta: 9:47:12, time: 1.008, data_time: 0.002, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9260, loss_cls: 0.8490, loss: 0.8490, grad_norm: 7.2578 2020-10-13 11:25:09,749 - mmaction - INFO - Epoch [44][200/5010] lr: 7.500e-05, eta: 9:46:52, time: 0.970, data_time: 0.006, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9292, loss_cls: 0.8798, loss: 0.8798, grad_norm: 7.5020 2020-10-13 11:25:29,165 - mmaction - INFO - Epoch [44][220/5010] lr: 7.500e-05, eta: 9:46:32, time: 0.972, data_time: 0.003, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9229, loss_cls: 0.8377, loss: 0.8377, grad_norm: 7.1016 2020-10-13 11:25:50,584 - mmaction - INFO - Epoch [44][240/5010] lr: 7.500e-05, eta: 9:46:12, time: 1.071, data_time: 0.004, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9333, loss_cls: 0.8623, loss: 0.8623, grad_norm: 7.7259 2020-10-13 11:26:09,194 - mmaction - INFO - Epoch [44][260/5010] lr: 7.500e-05, eta: 9:45:51, time: 0.929, data_time: 0.005, memory: 10398, top1_acc: 0.8010, top5_acc: 0.9448, loss_cls: 0.8006, loss: 0.8006, grad_norm: 7.3511 2020-10-13 11:26:29,829 - mmaction - INFO - Epoch [44][280/5010] lr: 7.500e-05, eta: 9:45:31, time: 1.033, data_time: 0.005, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9281, loss_cls: 0.8800, loss: 0.8800, grad_norm: 7.3399 2020-10-13 11:26:49,715 - mmaction - INFO - Epoch [44][300/5010] lr: 7.500e-05, eta: 9:45:11, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9219, loss_cls: 0.8816, loss: 0.8816, grad_norm: 7.3227 2020-10-13 11:27:09,926 - mmaction - INFO - Epoch [44][320/5010] lr: 7.500e-05, eta: 9:44:51, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9250, loss_cls: 0.9009, loss: 0.9009, grad_norm: 7.6897 2020-10-13 11:27:28,770 - mmaction - INFO - Epoch [44][340/5010] lr: 7.500e-05, eta: 9:44:30, time: 0.945, data_time: 0.006, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9323, loss_cls: 0.8803, loss: 0.8803, grad_norm: 7.3837 2020-10-13 11:27:47,903 - mmaction - INFO - Epoch [44][360/5010] lr: 7.500e-05, eta: 9:44:10, time: 0.957, data_time: 0.002, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9208, loss_cls: 0.8764, loss: 0.8764, grad_norm: 7.6470 2020-10-13 11:28:07,660 - mmaction - INFO - Epoch [44][380/5010] lr: 7.500e-05, eta: 9:43:50, time: 0.986, data_time: 0.004, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9385, loss_cls: 0.8088, loss: 0.8088, grad_norm: 7.3138 2020-10-13 11:28:28,958 - mmaction - INFO - Epoch [44][400/5010] lr: 7.500e-05, eta: 9:43:30, time: 1.067, data_time: 0.005, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9125, loss_cls: 0.9129, loss: 0.9129, grad_norm: 7.1662 2020-10-13 11:28:48,139 - mmaction - INFO - Epoch [44][420/5010] lr: 7.500e-05, eta: 9:43:09, time: 0.959, data_time: 0.002, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9333, loss_cls: 0.8423, loss: 0.8423, grad_norm: 7.5317 2020-10-13 11:29:07,467 - mmaction - INFO - Epoch [44][440/5010] lr: 7.500e-05, eta: 9:42:49, time: 0.965, data_time: 0.005, memory: 10398, top1_acc: 0.7344, top5_acc: 0.9135, loss_cls: 0.9538, loss: 0.9538, grad_norm: 7.8601 2020-10-13 11:29:26,841 - mmaction - INFO - Epoch [44][460/5010] lr: 7.500e-05, eta: 9:42:29, time: 0.970, data_time: 0.005, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9281, loss_cls: 0.8480, loss: 0.8480, grad_norm: 7.3794 2020-10-13 11:29:46,732 - mmaction - INFO - Epoch [44][480/5010] lr: 7.500e-05, eta: 9:42:08, time: 0.995, data_time: 0.002, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9271, loss_cls: 0.8981, loss: 0.8981, grad_norm: 7.7757 2020-10-13 11:30:06,453 - mmaction - INFO - Epoch [44][500/5010] lr: 7.500e-05, eta: 9:41:48, time: 0.986, data_time: 0.005, memory: 10398, top1_acc: 0.8021, top5_acc: 0.9365, loss_cls: 0.8047, loss: 0.8047, grad_norm: 7.1808 2020-10-13 11:30:25,948 - mmaction - INFO - Epoch [44][520/5010] lr: 7.500e-05, eta: 9:41:28, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.7937, top5_acc: 0.9375, loss_cls: 0.8325, loss: 0.8325, grad_norm: 7.3693 2020-10-13 11:30:45,519 - mmaction - INFO - Epoch [44][540/5010] lr: 7.500e-05, eta: 9:41:07, time: 0.979, data_time: 0.002, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9344, loss_cls: 0.8473, loss: 0.8473, grad_norm: 7.6099 2020-10-13 11:31:05,114 - mmaction - INFO - Epoch [44][560/5010] lr: 7.500e-05, eta: 9:40:47, time: 0.978, data_time: 0.004, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9313, loss_cls: 0.8222, loss: 0.8222, grad_norm: 7.1912 2020-10-13 11:31:24,382 - mmaction - INFO - Epoch [44][580/5010] lr: 7.500e-05, eta: 9:40:27, time: 0.965, data_time: 0.005, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9396, loss_cls: 0.8136, loss: 0.8136, grad_norm: 7.4116 2020-10-13 11:31:44,138 - mmaction - INFO - Epoch [44][600/5010] lr: 7.500e-05, eta: 9:40:07, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9365, loss_cls: 0.8245, loss: 0.8245, grad_norm: 7.3561 2020-10-13 11:32:02,946 - mmaction - INFO - Epoch [44][620/5010] lr: 7.500e-05, eta: 9:39:46, time: 0.940, data_time: 0.002, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9198, loss_cls: 0.8891, loss: 0.8891, grad_norm: 7.4989 2020-10-13 11:32:23,455 - mmaction - INFO - Epoch [44][640/5010] lr: 7.500e-05, eta: 9:39:26, time: 1.025, data_time: 0.004, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9292, loss_cls: 0.8671, loss: 0.8671, grad_norm: 7.5922 2020-10-13 11:32:42,861 - mmaction - INFO - Epoch [44][660/5010] lr: 7.500e-05, eta: 9:39:06, time: 0.970, data_time: 0.002, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9177, loss_cls: 0.9219, loss: 0.9219, grad_norm: 7.5811 2020-10-13 11:33:02,813 - mmaction - INFO - Epoch [44][680/5010] lr: 7.500e-05, eta: 9:38:45, time: 0.997, data_time: 0.004, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9354, loss_cls: 0.8068, loss: 0.8068, grad_norm: 7.2508 2020-10-13 11:33:22,771 - mmaction - INFO - Epoch [44][700/5010] lr: 7.500e-05, eta: 9:38:25, time: 0.998, data_time: 0.003, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9219, loss_cls: 0.8773, loss: 0.8773, grad_norm: 7.4589 2020-10-13 11:33:41,801 - mmaction - INFO - Epoch [44][720/5010] lr: 7.500e-05, eta: 9:38:05, time: 0.952, data_time: 0.002, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9260, loss_cls: 0.8696, loss: 0.8696, grad_norm: 7.5542 2020-10-13 11:34:00,993 - mmaction - INFO - Epoch [44][740/5010] lr: 7.500e-05, eta: 9:37:44, time: 0.958, data_time: 0.004, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9271, loss_cls: 0.9042, loss: 0.9042, grad_norm: 7.4718 2020-10-13 11:34:20,857 - mmaction - INFO - Epoch [44][760/5010] lr: 7.500e-05, eta: 9:37:24, time: 0.995, data_time: 0.005, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9135, loss_cls: 0.9099, loss: 0.9099, grad_norm: 7.6313 2020-10-13 11:34:40,178 - mmaction - INFO - Epoch [44][780/5010] lr: 7.500e-05, eta: 9:37:04, time: 0.965, data_time: 0.005, memory: 10398, top1_acc: 0.8333, top5_acc: 0.9427, loss_cls: 0.7284, loss: 0.7284, grad_norm: 6.7025 2020-10-13 11:34:59,958 - mmaction - INFO - Epoch [44][800/5010] lr: 7.500e-05, eta: 9:36:44, time: 0.990, data_time: 0.005, memory: 10398, top1_acc: 0.7937, top5_acc: 0.9302, loss_cls: 0.8091, loss: 0.8091, grad_norm: 7.1083 2020-10-13 11:35:19,263 - mmaction - INFO - Epoch [44][820/5010] lr: 7.500e-05, eta: 9:36:23, time: 0.964, data_time: 0.004, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9396, loss_cls: 0.8161, loss: 0.8161, grad_norm: 7.3741 2020-10-13 11:35:39,260 - mmaction - INFO - Epoch [44][840/5010] lr: 7.500e-05, eta: 9:36:03, time: 1.001, data_time: 0.005, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9344, loss_cls: 0.8535, loss: 0.8535, grad_norm: 7.6190 2020-10-13 11:35:58,582 - mmaction - INFO - Epoch [44][860/5010] lr: 7.500e-05, eta: 9:35:43, time: 0.964, data_time: 0.004, memory: 10398, top1_acc: 0.8062, top5_acc: 0.9260, loss_cls: 0.8278, loss: 0.8278, grad_norm: 7.2826 2020-10-13 11:36:17,576 - mmaction - INFO - Epoch [44][880/5010] lr: 7.500e-05, eta: 9:35:22, time: 0.951, data_time: 0.006, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9240, loss_cls: 0.9118, loss: 0.9118, grad_norm: 7.4472 2020-10-13 11:36:37,184 - mmaction - INFO - Epoch [44][900/5010] lr: 7.500e-05, eta: 9:35:02, time: 0.979, data_time: 0.005, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9167, loss_cls: 0.9244, loss: 0.9244, grad_norm: 7.3285 2020-10-13 11:36:56,711 - mmaction - INFO - Epoch [44][920/5010] lr: 7.500e-05, eta: 9:34:42, time: 0.977, data_time: 0.005, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9146, loss_cls: 0.9105, loss: 0.9105, grad_norm: 7.6965 2020-10-13 11:37:15,965 - mmaction - INFO - Epoch [44][940/5010] lr: 7.500e-05, eta: 9:34:21, time: 0.959, data_time: 0.005, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9177, loss_cls: 0.8126, loss: 0.8126, grad_norm: 7.0938 2020-10-13 11:37:35,199 - mmaction - INFO - Epoch [44][960/5010] lr: 7.500e-05, eta: 9:34:01, time: 0.965, data_time: 0.007, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9208, loss_cls: 0.8693, loss: 0.8693, grad_norm: 7.3015 2020-10-13 11:37:55,280 - mmaction - INFO - Epoch [44][980/5010] lr: 7.500e-05, eta: 9:33:41, time: 1.004, data_time: 0.002, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9229, loss_cls: 0.8671, loss: 0.8671, grad_norm: 7.2471 2020-10-13 11:38:14,973 - mmaction - INFO - Epoch [44][1000/5010] lr: 7.500e-05, eta: 9:33:21, time: 0.982, data_time: 0.005, memory: 10398, top1_acc: 0.8073, top5_acc: 0.9333, loss_cls: 0.8080, loss: 0.8080, grad_norm: 6.9097 2020-10-13 11:38:33,934 - mmaction - INFO - Epoch [44][1020/5010] lr: 7.500e-05, eta: 9:33:00, time: 0.951, data_time: 0.006, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9344, loss_cls: 0.8318, loss: 0.8318, grad_norm: 7.3456 2020-10-13 11:38:53,725 - mmaction - INFO - Epoch [44][1040/5010] lr: 7.500e-05, eta: 9:32:40, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9208, loss_cls: 0.8638, loss: 0.8638, grad_norm: 7.4969 2020-10-13 11:39:13,173 - mmaction - INFO - Epoch [44][1060/5010] lr: 7.500e-05, eta: 9:32:20, time: 0.971, data_time: 0.004, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.9110, loss: 0.9110, grad_norm: 7.3539 2020-10-13 11:39:32,984 - mmaction - INFO - Epoch [44][1080/5010] lr: 7.500e-05, eta: 9:31:59, time: 0.992, data_time: 0.006, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9063, loss_cls: 0.9114, loss: 0.9114, grad_norm: 7.3093 2020-10-13 11:39:52,572 - mmaction - INFO - Epoch [44][1100/5010] lr: 7.500e-05, eta: 9:31:39, time: 0.979, data_time: 0.002, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9167, loss_cls: 0.9224, loss: 0.9224, grad_norm: 7.4516 2020-10-13 11:40:12,524 - mmaction - INFO - Epoch [44][1120/5010] lr: 7.500e-05, eta: 9:31:19, time: 0.993, data_time: 0.004, memory: 10398, top1_acc: 0.8042, top5_acc: 0.9198, loss_cls: 0.8284, loss: 0.8284, grad_norm: 7.1236 2020-10-13 11:40:31,656 - mmaction - INFO - Epoch [44][1140/5010] lr: 7.500e-05, eta: 9:30:59, time: 0.961, data_time: 0.008, memory: 10398, top1_acc: 0.8000, top5_acc: 0.9375, loss_cls: 0.7826, loss: 0.7826, grad_norm: 7.1743 2020-10-13 11:40:51,248 - mmaction - INFO - Epoch [44][1160/5010] lr: 7.500e-05, eta: 9:30:38, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9229, loss_cls: 0.8594, loss: 0.8594, grad_norm: 7.3611 2020-10-13 11:41:10,856 - mmaction - INFO - Epoch [44][1180/5010] lr: 7.500e-05, eta: 9:30:18, time: 0.979, data_time: 0.004, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9281, loss_cls: 0.8892, loss: 0.8892, grad_norm: 7.3019 2020-10-13 11:41:30,008 - mmaction - INFO - Epoch [44][1200/5010] lr: 7.500e-05, eta: 9:29:58, time: 0.959, data_time: 0.006, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9281, loss_cls: 0.8661, loss: 0.8661, grad_norm: 7.3212 2020-10-13 11:41:49,499 - mmaction - INFO - Epoch [44][1220/5010] lr: 7.500e-05, eta: 9:29:37, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9302, loss_cls: 0.8588, loss: 0.8588, grad_norm: 7.3938 2020-10-13 11:42:09,574 - mmaction - INFO - Epoch [44][1240/5010] lr: 7.500e-05, eta: 9:29:17, time: 1.004, data_time: 0.006, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9250, loss_cls: 0.8409, loss: 0.8409, grad_norm: 7.3579 2020-10-13 11:42:29,331 - mmaction - INFO - Epoch [44][1260/5010] lr: 7.500e-05, eta: 9:28:57, time: 0.984, data_time: 0.002, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9292, loss_cls: 0.8439, loss: 0.8439, grad_norm: 7.1677 2020-10-13 11:42:48,224 - mmaction - INFO - Epoch [44][1280/5010] lr: 7.500e-05, eta: 9:28:36, time: 0.948, data_time: 0.007, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9219, loss_cls: 0.9129, loss: 0.9129, grad_norm: 7.4804 2020-10-13 11:43:08,060 - mmaction - INFO - Epoch [44][1300/5010] lr: 7.500e-05, eta: 9:28:16, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9219, loss_cls: 0.8681, loss: 0.8681, grad_norm: 7.3372 2020-10-13 11:43:27,306 - mmaction - INFO - Epoch [44][1320/5010] lr: 7.500e-05, eta: 9:27:56, time: 0.962, data_time: 0.002, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9302, loss_cls: 0.8586, loss: 0.8586, grad_norm: 7.3032 2020-10-13 11:43:46,512 - mmaction - INFO - Epoch [44][1340/5010] lr: 7.500e-05, eta: 9:27:35, time: 0.960, data_time: 0.002, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9156, loss_cls: 0.9021, loss: 0.9021, grad_norm: 7.5496 2020-10-13 11:44:06,192 - mmaction - INFO - Epoch [44][1360/5010] lr: 7.500e-05, eta: 9:27:15, time: 0.982, data_time: 0.004, memory: 10398, top1_acc: 0.8083, top5_acc: 0.9250, loss_cls: 0.8518, loss: 0.8518, grad_norm: 7.1494 2020-10-13 11:44:26,782 - mmaction - INFO - Epoch [44][1380/5010] lr: 7.500e-05, eta: 9:26:55, time: 1.031, data_time: 0.005, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9260, loss_cls: 0.9022, loss: 0.9022, grad_norm: 7.4996 2020-10-13 11:44:45,584 - mmaction - INFO - Epoch [44][1400/5010] lr: 7.500e-05, eta: 9:26:35, time: 0.940, data_time: 0.002, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9146, loss_cls: 0.9257, loss: 0.9257, grad_norm: 7.6589 2020-10-13 11:45:05,139 - mmaction - INFO - Epoch [44][1420/5010] lr: 7.500e-05, eta: 9:26:14, time: 0.978, data_time: 0.004, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9281, loss_cls: 0.8526, loss: 0.8526, grad_norm: 7.4703 2020-10-13 11:45:24,549 - mmaction - INFO - Epoch [44][1440/5010] lr: 7.500e-05, eta: 9:25:54, time: 0.970, data_time: 0.002, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9292, loss_cls: 0.8255, loss: 0.8255, grad_norm: 7.2888 2020-10-13 11:45:44,072 - mmaction - INFO - Epoch [44][1460/5010] lr: 7.500e-05, eta: 9:25:34, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9208, loss_cls: 0.8478, loss: 0.8478, grad_norm: 7.2896 2020-10-13 11:46:03,652 - mmaction - INFO - Epoch [44][1480/5010] lr: 7.500e-05, eta: 9:25:13, time: 0.978, data_time: 0.004, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9281, loss_cls: 0.8989, loss: 0.8989, grad_norm: 7.6058 2020-10-13 11:46:23,478 - mmaction - INFO - Epoch [44][1500/5010] lr: 7.500e-05, eta: 9:24:53, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9396, loss_cls: 0.8702, loss: 0.8702, grad_norm: 7.4975 2020-10-13 11:46:42,588 - mmaction - INFO - Epoch [44][1520/5010] lr: 7.500e-05, eta: 9:24:33, time: 0.956, data_time: 0.003, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9208, loss_cls: 0.8886, loss: 0.8886, grad_norm: 7.4847 2020-10-13 11:47:02,485 - mmaction - INFO - Epoch [44][1540/5010] lr: 7.500e-05, eta: 9:24:13, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9417, loss_cls: 0.8117, loss: 0.8117, grad_norm: 7.0843 2020-10-13 11:47:21,958 - mmaction - INFO - Epoch [44][1560/5010] lr: 7.500e-05, eta: 9:23:52, time: 0.975, data_time: 0.005, memory: 10398, top1_acc: 0.8021, top5_acc: 0.9333, loss_cls: 0.8077, loss: 0.8077, grad_norm: 7.0907 2020-10-13 11:47:41,343 - mmaction - INFO - Epoch [44][1580/5010] lr: 7.500e-05, eta: 9:23:32, time: 0.970, data_time: 0.002, memory: 10398, top1_acc: 0.7969, top5_acc: 0.9250, loss_cls: 0.8668, loss: 0.8668, grad_norm: 7.0786 2020-10-13 11:48:01,145 - mmaction - INFO - Epoch [44][1600/5010] lr: 7.500e-05, eta: 9:23:12, time: 0.989, data_time: 0.004, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9271, loss_cls: 0.8417, loss: 0.8417, grad_norm: 7.3878 2020-10-13 11:48:21,192 - mmaction - INFO - Epoch [44][1620/5010] lr: 7.500e-05, eta: 9:22:52, time: 1.004, data_time: 0.005, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9031, loss_cls: 0.9619, loss: 0.9619, grad_norm: 7.6439 2020-10-13 11:48:40,656 - mmaction - INFO - Epoch [44][1640/5010] lr: 7.500e-05, eta: 9:22:31, time: 0.974, data_time: 0.003, memory: 10398, top1_acc: 0.8250, top5_acc: 0.9490, loss_cls: 0.7414, loss: 0.7414, grad_norm: 7.0365 2020-10-13 11:48:59,844 - mmaction - INFO - Epoch [44][1660/5010] lr: 7.500e-05, eta: 9:22:11, time: 0.958, data_time: 0.004, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9177, loss_cls: 0.9175, loss: 0.9175, grad_norm: 7.3568 2020-10-13 11:49:19,632 - mmaction - INFO - Epoch [44][1680/5010] lr: 7.500e-05, eta: 9:21:51, time: 0.991, data_time: 0.006, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9500, loss_cls: 0.8232, loss: 0.8232, grad_norm: 7.3832 2020-10-13 11:49:38,999 - mmaction - INFO - Epoch [44][1700/5010] lr: 7.500e-05, eta: 9:21:30, time: 0.967, data_time: 0.004, memory: 10398, top1_acc: 0.7937, top5_acc: 0.9313, loss_cls: 0.8334, loss: 0.8334, grad_norm: 7.1933 2020-10-13 11:49:58,453 - mmaction - INFO - Epoch [44][1720/5010] lr: 7.500e-05, eta: 9:21:10, time: 0.974, data_time: 0.005, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9333, loss_cls: 0.8122, loss: 0.8122, grad_norm: 7.3690 2020-10-13 11:50:18,008 - mmaction - INFO - Epoch [44][1740/5010] lr: 7.500e-05, eta: 9:20:50, time: 0.976, data_time: 0.005, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9312, loss_cls: 0.8335, loss: 0.8335, grad_norm: 7.3241 2020-10-13 11:50:37,161 - mmaction - INFO - Epoch [44][1760/5010] lr: 7.500e-05, eta: 9:20:29, time: 0.960, data_time: 0.006, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9292, loss_cls: 0.8679, loss: 0.8679, grad_norm: 7.3710 2020-10-13 11:50:56,684 - mmaction - INFO - Epoch [44][1780/5010] lr: 7.500e-05, eta: 9:20:09, time: 0.974, data_time: 0.004, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9281, loss_cls: 0.8544, loss: 0.8544, grad_norm: 7.2652 2020-10-13 11:51:15,921 - mmaction - INFO - Epoch [44][1800/5010] lr: 7.500e-05, eta: 9:19:49, time: 0.963, data_time: 0.005, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9323, loss_cls: 0.8142, loss: 0.8142, grad_norm: 7.3491 2020-10-13 11:51:35,718 - mmaction - INFO - Epoch [44][1820/5010] lr: 7.500e-05, eta: 9:19:28, time: 0.990, data_time: 0.005, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9240, loss_cls: 0.8812, loss: 0.8812, grad_norm: 7.7616 2020-10-13 11:51:55,356 - mmaction - INFO - Epoch [44][1840/5010] lr: 7.500e-05, eta: 9:19:08, time: 0.982, data_time: 0.002, memory: 10398, top1_acc: 0.8000, top5_acc: 0.9281, loss_cls: 0.7912, loss: 0.7912, grad_norm: 6.8682 2020-10-13 11:52:15,599 - mmaction - INFO - Epoch [44][1860/5010] lr: 7.500e-05, eta: 9:18:48, time: 1.012, data_time: 0.002, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9104, loss_cls: 0.9563, loss: 0.9563, grad_norm: 7.6520 2020-10-13 11:52:34,928 - mmaction - INFO - Epoch [44][1880/5010] lr: 7.500e-05, eta: 9:18:28, time: 0.966, data_time: 0.004, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9385, loss_cls: 0.8212, loss: 0.8212, grad_norm: 7.3921 2020-10-13 11:52:54,496 - mmaction - INFO - Epoch [44][1900/5010] lr: 7.500e-05, eta: 9:18:07, time: 0.978, data_time: 0.002, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9187, loss_cls: 0.8882, loss: 0.8882, grad_norm: 7.2327 2020-10-13 11:53:13,791 - mmaction - INFO - Epoch [44][1920/5010] lr: 7.500e-05, eta: 9:17:47, time: 0.963, data_time: 0.005, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9281, loss_cls: 0.8148, loss: 0.8148, grad_norm: 7.1784 2020-10-13 11:53:33,413 - mmaction - INFO - Epoch [44][1940/5010] lr: 7.500e-05, eta: 9:17:27, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9104, loss_cls: 0.8631, loss: 0.8631, grad_norm: 7.2379 2020-10-13 11:53:52,764 - mmaction - INFO - Epoch [44][1960/5010] lr: 7.500e-05, eta: 9:17:06, time: 0.968, data_time: 0.002, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9271, loss_cls: 0.8746, loss: 0.8746, grad_norm: 7.4889 2020-10-13 11:54:12,466 - mmaction - INFO - Epoch [44][1980/5010] lr: 7.500e-05, eta: 9:16:46, time: 0.984, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9292, loss_cls: 0.8837, loss: 0.8837, grad_norm: 7.4341 2020-10-13 11:54:31,685 - mmaction - INFO - Epoch [44][2000/5010] lr: 7.500e-05, eta: 9:16:26, time: 0.962, data_time: 0.004, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9260, loss_cls: 0.8920, loss: 0.8920, grad_norm: 7.7571 2020-10-13 11:54:51,023 - mmaction - INFO - Epoch [44][2020/5010] lr: 7.500e-05, eta: 9:16:06, time: 0.967, data_time: 0.002, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9198, loss_cls: 0.8872, loss: 0.8872, grad_norm: 7.1145 2020-10-13 11:55:10,396 - mmaction - INFO - Epoch [44][2040/5010] lr: 7.500e-05, eta: 9:15:45, time: 0.969, data_time: 0.005, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9240, loss_cls: 0.8640, loss: 0.8640, grad_norm: 7.3133 2020-10-13 11:55:29,745 - mmaction - INFO - Epoch [44][2060/5010] lr: 7.500e-05, eta: 9:15:25, time: 0.967, data_time: 0.002, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9354, loss_cls: 0.8020, loss: 0.8020, grad_norm: 7.4105 2020-10-13 11:55:49,237 - mmaction - INFO - Epoch [44][2080/5010] lr: 7.500e-05, eta: 9:15:05, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9125, loss_cls: 0.8559, loss: 0.8559, grad_norm: 7.2699 2020-10-13 11:56:09,475 - mmaction - INFO - Epoch [44][2100/5010] lr: 7.500e-05, eta: 9:14:44, time: 1.009, data_time: 0.004, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9271, loss_cls: 0.8250, loss: 0.8250, grad_norm: 7.0587 2020-10-13 11:56:29,986 - mmaction - INFO - Epoch [44][2120/5010] lr: 7.500e-05, eta: 9:14:24, time: 1.028, data_time: 0.006, memory: 10398, top1_acc: 0.7969, top5_acc: 0.9250, loss_cls: 0.8518, loss: 0.8518, grad_norm: 7.5245 2020-10-13 11:56:49,623 - mmaction - INFO - Epoch [44][2140/5010] lr: 7.500e-05, eta: 9:14:04, time: 0.982, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9188, loss_cls: 0.9153, loss: 0.9153, grad_norm: 7.6009 2020-10-13 11:57:09,552 - mmaction - INFO - Epoch [44][2160/5010] lr: 7.500e-05, eta: 9:13:44, time: 0.994, data_time: 0.004, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9125, loss_cls: 0.9611, loss: 0.9611, grad_norm: 7.7407 2020-10-13 11:57:29,047 - mmaction - INFO - Epoch [44][2180/5010] lr: 7.500e-05, eta: 9:13:23, time: 0.977, data_time: 0.006, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9333, loss_cls: 0.8275, loss: 0.8275, grad_norm: 7.4469 2020-10-13 11:57:48,301 - mmaction - INFO - Epoch [44][2200/5010] lr: 7.500e-05, eta: 9:13:03, time: 0.963, data_time: 0.002, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9208, loss_cls: 0.9117, loss: 0.9117, grad_norm: 7.4125 2020-10-13 11:58:07,652 - mmaction - INFO - Epoch [44][2220/5010] lr: 7.500e-05, eta: 9:12:43, time: 0.966, data_time: 0.005, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9344, loss_cls: 0.8653, loss: 0.8653, grad_norm: 7.5279 2020-10-13 11:58:27,242 - mmaction - INFO - Epoch [44][2240/5010] lr: 7.500e-05, eta: 9:12:23, time: 0.981, data_time: 0.007, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9323, loss_cls: 0.8699, loss: 0.8699, grad_norm: 7.2796 2020-10-13 11:58:46,839 - mmaction - INFO - Epoch [44][2260/5010] lr: 7.500e-05, eta: 9:12:02, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9219, loss_cls: 0.8948, loss: 0.8948, grad_norm: 7.5520 2020-10-13 11:59:07,050 - mmaction - INFO - Epoch [44][2280/5010] lr: 7.500e-05, eta: 9:11:42, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9271, loss_cls: 0.8882, loss: 0.8882, grad_norm: 7.5761 2020-10-13 11:59:26,573 - mmaction - INFO - Epoch [44][2300/5010] lr: 7.500e-05, eta: 9:11:22, time: 0.977, data_time: 0.006, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9271, loss_cls: 0.8957, loss: 0.8957, grad_norm: 7.6989 2020-10-13 11:59:45,546 - mmaction - INFO - Epoch [44][2320/5010] lr: 7.500e-05, eta: 9:11:01, time: 0.949, data_time: 0.002, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9240, loss_cls: 0.8779, loss: 0.8779, grad_norm: 6.8088 2020-10-13 12:00:14,224 - mmaction - INFO - Epoch [44][2340/5010] lr: 7.500e-05, eta: 9:10:42, time: 1.424, data_time: 0.051, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9260, loss_cls: 0.8606, loss: 0.8606, grad_norm: 7.3808 2020-10-13 12:00:31,721 - mmaction - INFO - Epoch [44][2360/5010] lr: 7.500e-05, eta: 9:10:22, time: 0.885, data_time: 0.023, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9208, loss_cls: 0.8528, loss: 0.8528, grad_norm: 7.2519 2020-10-13 12:00:50,175 - mmaction - INFO - Epoch [44][2380/5010] lr: 7.500e-05, eta: 9:10:01, time: 0.923, data_time: 0.002, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9260, loss_cls: 0.9343, loss: 0.9343, grad_norm: 7.6990 2020-10-13 12:01:10,035 - mmaction - INFO - Epoch [44][2400/5010] lr: 7.500e-05, eta: 9:09:41, time: 0.992, data_time: 0.004, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9219, loss_cls: 0.9219, loss: 0.9219, grad_norm: 7.7294 2020-10-13 12:01:29,562 - mmaction - INFO - Epoch [44][2420/5010] lr: 7.500e-05, eta: 9:09:21, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9375, loss_cls: 0.8026, loss: 0.8026, grad_norm: 7.4605 2020-10-13 12:01:49,011 - mmaction - INFO - Epoch [44][2440/5010] lr: 7.500e-05, eta: 9:09:01, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9167, loss_cls: 0.9184, loss: 0.9184, grad_norm: 7.6967 2020-10-13 12:02:08,165 - mmaction - INFO - Epoch [44][2460/5010] lr: 7.500e-05, eta: 9:08:40, time: 0.958, data_time: 0.002, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9135, loss_cls: 0.9089, loss: 0.9089, grad_norm: 7.6145 2020-10-13 12:02:28,562 - mmaction - INFO - Epoch [44][2480/5010] lr: 7.500e-05, eta: 9:08:20, time: 1.020, data_time: 0.004, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9187, loss_cls: 0.9119, loss: 0.9119, grad_norm: 7.6412 2020-10-13 12:02:47,373 - mmaction - INFO - Epoch [44][2500/5010] lr: 7.500e-05, eta: 9:08:00, time: 0.941, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9177, loss_cls: 0.9059, loss: 0.9059, grad_norm: 7.6859 2020-10-13 12:03:08,011 - mmaction - INFO - Epoch [44][2520/5010] lr: 7.500e-05, eta: 9:07:40, time: 1.032, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9188, loss_cls: 0.9074, loss: 0.9074, grad_norm: 7.4673 2020-10-13 12:03:27,354 - mmaction - INFO - Epoch [44][2540/5010] lr: 7.500e-05, eta: 9:07:19, time: 0.967, data_time: 0.002, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9240, loss_cls: 0.8814, loss: 0.8814, grad_norm: 7.7109 2020-10-13 12:03:47,815 - mmaction - INFO - Epoch [44][2560/5010] lr: 7.500e-05, eta: 9:06:59, time: 1.023, data_time: 0.002, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9156, loss_cls: 0.8953, loss: 0.8953, grad_norm: 7.3231 2020-10-13 12:04:06,671 - mmaction - INFO - Epoch [44][2580/5010] lr: 7.500e-05, eta: 9:06:39, time: 0.943, data_time: 0.002, memory: 10398, top1_acc: 0.7406, top5_acc: 0.9125, loss_cls: 0.9670, loss: 0.9670, grad_norm: 7.8728 2020-10-13 12:04:26,827 - mmaction - INFO - Epoch [44][2600/5010] lr: 7.500e-05, eta: 9:06:19, time: 1.008, data_time: 0.004, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9167, loss_cls: 0.9183, loss: 0.9183, grad_norm: 7.7534 2020-10-13 12:04:47,237 - mmaction - INFO - Epoch [44][2620/5010] lr: 7.500e-05, eta: 9:05:58, time: 1.020, data_time: 0.002, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9146, loss_cls: 0.8937, loss: 0.8937, grad_norm: 7.5505 2020-10-13 12:05:06,886 - mmaction - INFO - Epoch [44][2640/5010] lr: 7.500e-05, eta: 9:05:38, time: 0.983, data_time: 0.004, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9188, loss_cls: 0.8947, loss: 0.8947, grad_norm: 7.3440 2020-10-13 12:05:26,519 - mmaction - INFO - Epoch [44][2660/5010] lr: 7.500e-05, eta: 9:05:18, time: 0.982, data_time: 0.002, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9240, loss_cls: 0.9078, loss: 0.9078, grad_norm: 7.6065 2020-10-13 12:05:45,163 - mmaction - INFO - Epoch [44][2680/5010] lr: 7.500e-05, eta: 9:04:57, time: 0.932, data_time: 0.002, memory: 10398, top1_acc: 0.8000, top5_acc: 0.9375, loss_cls: 0.7565, loss: 0.7565, grad_norm: 7.0403 2020-10-13 12:06:04,714 - mmaction - INFO - Epoch [44][2700/5010] lr: 7.500e-05, eta: 9:04:37, time: 0.976, data_time: 0.004, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9115, loss_cls: 0.9217, loss: 0.9217, grad_norm: 7.6588 2020-10-13 12:06:24,118 - mmaction - INFO - Epoch [44][2720/5010] lr: 7.500e-05, eta: 9:04:17, time: 0.972, data_time: 0.005, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9260, loss_cls: 0.8729, loss: 0.8729, grad_norm: 7.2517 2020-10-13 12:06:44,085 - mmaction - INFO - Epoch [44][2740/5010] lr: 7.500e-05, eta: 9:03:57, time: 0.998, data_time: 0.002, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9104, loss_cls: 0.9259, loss: 0.9259, grad_norm: 7.4745 2020-10-13 12:07:04,315 - mmaction - INFO - Epoch [44][2760/5010] lr: 7.500e-05, eta: 9:03:36, time: 1.010, data_time: 0.004, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9156, loss_cls: 0.9038, loss: 0.9038, grad_norm: 7.3419 2020-10-13 12:07:23,745 - mmaction - INFO - Epoch [44][2780/5010] lr: 7.500e-05, eta: 9:03:16, time: 0.973, data_time: 0.005, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9229, loss_cls: 0.8827, loss: 0.8827, grad_norm: 7.3198 2020-10-13 12:07:42,947 - mmaction - INFO - Epoch [44][2800/5010] lr: 7.500e-05, eta: 9:02:56, time: 0.960, data_time: 0.002, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9135, loss_cls: 0.9521, loss: 0.9521, grad_norm: 7.6619 2020-10-13 12:08:02,172 - mmaction - INFO - Epoch [44][2820/5010] lr: 7.500e-05, eta: 9:02:35, time: 0.959, data_time: 0.004, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9323, loss_cls: 0.8376, loss: 0.8376, grad_norm: 7.4448 2020-10-13 12:08:21,926 - mmaction - INFO - Epoch [44][2840/5010] lr: 7.500e-05, eta: 9:02:15, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9396, loss_cls: 0.8117, loss: 0.8117, grad_norm: 7.1985 2020-10-13 12:08:41,910 - mmaction - INFO - Epoch [44][2860/5010] lr: 7.500e-05, eta: 9:01:55, time: 0.999, data_time: 0.003, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9271, loss_cls: 0.8378, loss: 0.8378, grad_norm: 7.4203 2020-10-13 12:09:01,062 - mmaction - INFO - Epoch [44][2880/5010] lr: 7.500e-05, eta: 9:01:35, time: 0.956, data_time: 0.004, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9313, loss_cls: 0.8246, loss: 0.8246, grad_norm: 7.3974 2020-10-13 12:09:20,372 - mmaction - INFO - Epoch [44][2900/5010] lr: 7.500e-05, eta: 9:01:14, time: 0.967, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9115, loss_cls: 0.9381, loss: 0.9381, grad_norm: 7.7054 2020-10-13 12:09:39,943 - mmaction - INFO - Epoch [44][2920/5010] lr: 7.500e-05, eta: 9:00:54, time: 0.977, data_time: 0.004, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9135, loss_cls: 0.9228, loss: 0.9228, grad_norm: 7.5298 2020-10-13 12:09:59,461 - mmaction - INFO - Epoch [44][2940/5010] lr: 7.500e-05, eta: 9:00:34, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9302, loss_cls: 0.8909, loss: 0.8909, grad_norm: 7.4237 2020-10-13 12:10:18,548 - mmaction - INFO - Epoch [44][2960/5010] lr: 7.500e-05, eta: 9:00:13, time: 0.952, data_time: 0.005, memory: 10398, top1_acc: 0.7979, top5_acc: 0.9323, loss_cls: 0.8098, loss: 0.8098, grad_norm: 7.1670 2020-10-13 12:10:38,951 - mmaction - INFO - Epoch [44][2980/5010] lr: 7.500e-05, eta: 8:59:53, time: 1.022, data_time: 0.006, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9240, loss_cls: 0.8829, loss: 0.8829, grad_norm: 7.5434 2020-10-13 12:10:57,767 - mmaction - INFO - Epoch [44][3000/5010] lr: 7.500e-05, eta: 8:59:33, time: 0.939, data_time: 0.005, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9292, loss_cls: 0.8309, loss: 0.8309, grad_norm: 7.3309 2020-10-13 12:11:17,486 - mmaction - INFO - Epoch [44][3020/5010] lr: 7.500e-05, eta: 8:59:13, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9333, loss_cls: 0.8780, loss: 0.8780, grad_norm: 7.3303 2020-10-13 12:11:37,273 - mmaction - INFO - Epoch [44][3040/5010] lr: 7.500e-05, eta: 8:58:52, time: 0.987, data_time: 0.004, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9240, loss_cls: 0.8399, loss: 0.8399, grad_norm: 7.4161 2020-10-13 12:11:56,721 - mmaction - INFO - Epoch [44][3060/5010] lr: 7.500e-05, eta: 8:58:32, time: 0.975, data_time: 0.006, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9333, loss_cls: 0.8663, loss: 0.8663, grad_norm: 7.5640 2020-10-13 12:12:16,765 - mmaction - INFO - Epoch [44][3080/5010] lr: 7.500e-05, eta: 8:58:12, time: 1.001, data_time: 0.004, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9167, loss_cls: 0.8732, loss: 0.8732, grad_norm: 7.5280 2020-10-13 12:12:35,871 - mmaction - INFO - Epoch [44][3100/5010] lr: 7.500e-05, eta: 8:57:51, time: 0.957, data_time: 0.005, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9313, loss_cls: 0.7930, loss: 0.7930, grad_norm: 7.1089 2020-10-13 12:12:55,389 - mmaction - INFO - Epoch [44][3120/5010] lr: 7.500e-05, eta: 8:57:31, time: 0.973, data_time: 0.004, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9156, loss_cls: 0.8978, loss: 0.8978, grad_norm: 7.7868 2020-10-13 12:13:14,202 - mmaction - INFO - Epoch [44][3140/5010] lr: 7.500e-05, eta: 8:57:11, time: 0.943, data_time: 0.006, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9229, loss_cls: 0.8658, loss: 0.8658, grad_norm: 7.3306 2020-10-13 12:13:33,762 - mmaction - INFO - Epoch [44][3160/5010] lr: 7.500e-05, eta: 8:56:51, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9146, loss_cls: 0.9061, loss: 0.9061, grad_norm: 7.4065 2020-10-13 12:13:53,451 - mmaction - INFO - Epoch [44][3180/5010] lr: 7.500e-05, eta: 8:56:30, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.8000, top5_acc: 0.9375, loss_cls: 0.8265, loss: 0.8265, grad_norm: 7.1894 2020-10-13 12:14:12,788 - mmaction - INFO - Epoch [44][3200/5010] lr: 7.500e-05, eta: 8:56:10, time: 0.965, data_time: 0.005, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9219, loss_cls: 0.9044, loss: 0.9044, grad_norm: 7.2712 2020-10-13 12:14:32,670 - mmaction - INFO - Epoch [44][3220/5010] lr: 7.500e-05, eta: 8:55:50, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9281, loss_cls: 0.8691, loss: 0.8691, grad_norm: 7.5062 2020-10-13 12:14:51,779 - mmaction - INFO - Epoch [44][3240/5010] lr: 7.500e-05, eta: 8:55:29, time: 0.955, data_time: 0.002, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9281, loss_cls: 0.8736, loss: 0.8736, grad_norm: 7.6218 2020-10-13 12:15:11,920 - mmaction - INFO - Epoch [44][3260/5010] lr: 7.500e-05, eta: 8:55:09, time: 1.007, data_time: 0.005, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9250, loss_cls: 0.8975, loss: 0.8975, grad_norm: 7.5459 2020-10-13 12:15:31,414 - mmaction - INFO - Epoch [44][3280/5010] lr: 7.500e-05, eta: 8:54:49, time: 0.973, data_time: 0.002, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9344, loss_cls: 0.8084, loss: 0.8084, grad_norm: 7.3789 2020-10-13 12:15:50,720 - mmaction - INFO - Epoch [44][3300/5010] lr: 7.500e-05, eta: 8:54:29, time: 0.967, data_time: 0.005, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9260, loss_cls: 0.9048, loss: 0.9048, grad_norm: 7.6878 2020-10-13 12:16:09,999 - mmaction - INFO - Epoch [44][3320/5010] lr: 7.500e-05, eta: 8:54:08, time: 0.962, data_time: 0.004, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9271, loss_cls: 0.8437, loss: 0.8437, grad_norm: 7.2924 2020-10-13 12:16:29,715 - mmaction - INFO - Epoch [44][3340/5010] lr: 7.500e-05, eta: 8:53:48, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.8021, top5_acc: 0.9281, loss_cls: 0.7983, loss: 0.7983, grad_norm: 7.2012 2020-10-13 12:16:48,993 - mmaction - INFO - Epoch [44][3360/5010] lr: 7.500e-05, eta: 8:53:28, time: 0.964, data_time: 0.002, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9250, loss_cls: 0.9010, loss: 0.9010, grad_norm: 7.9185 2020-10-13 12:17:08,265 - mmaction - INFO - Epoch [44][3380/5010] lr: 7.500e-05, eta: 8:53:07, time: 0.962, data_time: 0.005, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9167, loss_cls: 0.8687, loss: 0.8687, grad_norm: 7.2389 2020-10-13 12:17:27,792 - mmaction - INFO - Epoch [44][3400/5010] lr: 7.500e-05, eta: 8:52:47, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9156, loss_cls: 0.9185, loss: 0.9185, grad_norm: 7.7366 2020-10-13 12:17:47,348 - mmaction - INFO - Epoch [44][3420/5010] lr: 7.500e-05, eta: 8:52:27, time: 0.978, data_time: 0.002, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9354, loss_cls: 0.8663, loss: 0.8663, grad_norm: 7.6503 2020-10-13 12:18:06,937 - mmaction - INFO - Epoch [44][3440/5010] lr: 7.500e-05, eta: 8:52:07, time: 0.977, data_time: 0.005, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9115, loss_cls: 0.9285, loss: 0.9285, grad_norm: 7.5159 2020-10-13 12:18:26,073 - mmaction - INFO - Epoch [44][3460/5010] lr: 7.500e-05, eta: 8:51:46, time: 0.959, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9219, loss_cls: 0.9192, loss: 0.9192, grad_norm: 7.7153 2020-10-13 12:18:45,556 - mmaction - INFO - Epoch [44][3480/5010] lr: 7.500e-05, eta: 8:51:26, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9125, loss_cls: 0.9150, loss: 0.9150, grad_norm: 7.6662 2020-10-13 12:19:05,858 - mmaction - INFO - Epoch [44][3500/5010] lr: 7.500e-05, eta: 8:51:06, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9313, loss_cls: 0.9207, loss: 0.9207, grad_norm: 7.8704 2020-10-13 12:19:25,192 - mmaction - INFO - Epoch [44][3520/5010] lr: 7.500e-05, eta: 8:50:45, time: 0.968, data_time: 0.006, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9312, loss_cls: 0.8440, loss: 0.8440, grad_norm: 7.2603 2020-10-13 12:19:44,892 - mmaction - INFO - Epoch [44][3540/5010] lr: 7.500e-05, eta: 8:50:25, time: 0.985, data_time: 0.006, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9365, loss_cls: 0.8018, loss: 0.8018, grad_norm: 7.1882 2020-10-13 12:20:04,297 - mmaction - INFO - Epoch [44][3560/5010] lr: 7.500e-05, eta: 8:50:05, time: 0.970, data_time: 0.005, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9292, loss_cls: 0.8538, loss: 0.8538, grad_norm: 7.4533 2020-10-13 12:20:24,445 - mmaction - INFO - Epoch [44][3580/5010] lr: 7.500e-05, eta: 8:49:45, time: 1.008, data_time: 0.002, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9177, loss_cls: 0.9074, loss: 0.9074, grad_norm: 7.8151 2020-10-13 12:20:43,724 - mmaction - INFO - Epoch [44][3600/5010] lr: 7.500e-05, eta: 8:49:24, time: 0.964, data_time: 0.002, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9396, loss_cls: 0.8355, loss: 0.8355, grad_norm: 7.5218 2020-10-13 12:21:03,609 - mmaction - INFO - Epoch [44][3620/5010] lr: 7.500e-05, eta: 8:49:04, time: 0.992, data_time: 0.004, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9125, loss_cls: 0.9117, loss: 0.9117, grad_norm: 7.7408 2020-10-13 12:21:23,120 - mmaction - INFO - Epoch [44][3640/5010] lr: 7.500e-05, eta: 8:48:44, time: 0.977, data_time: 0.006, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9271, loss_cls: 0.8611, loss: 0.8611, grad_norm: 7.6812 2020-10-13 12:21:42,846 - mmaction - INFO - Epoch [44][3660/5010] lr: 7.500e-05, eta: 8:48:24, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9229, loss_cls: 0.9267, loss: 0.9267, grad_norm: 7.6508 2020-10-13 12:22:02,389 - mmaction - INFO - Epoch [44][3680/5010] lr: 7.500e-05, eta: 8:48:03, time: 0.976, data_time: 0.005, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9396, loss_cls: 0.7995, loss: 0.7995, grad_norm: 7.0246 2020-10-13 12:22:21,910 - mmaction - INFO - Epoch [44][3700/5010] lr: 7.500e-05, eta: 8:47:43, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9167, loss_cls: 0.9105, loss: 0.9105, grad_norm: 7.4570 2020-10-13 12:22:41,775 - mmaction - INFO - Epoch [44][3720/5010] lr: 7.500e-05, eta: 8:47:23, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9115, loss_cls: 0.9143, loss: 0.9143, grad_norm: 7.6498 2020-10-13 12:23:01,323 - mmaction - INFO - Epoch [44][3740/5010] lr: 7.500e-05, eta: 8:47:02, time: 0.975, data_time: 0.004, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9260, loss_cls: 0.8560, loss: 0.8560, grad_norm: 7.1852 2020-10-13 12:23:21,192 - mmaction - INFO - Epoch [44][3760/5010] lr: 7.500e-05, eta: 8:46:42, time: 0.996, data_time: 0.006, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9219, loss_cls: 0.9336, loss: 0.9336, grad_norm: 7.9398 2020-10-13 12:23:40,464 - mmaction - INFO - Epoch [44][3780/5010] lr: 7.500e-05, eta: 8:46:22, time: 0.963, data_time: 0.002, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9302, loss_cls: 0.8831, loss: 0.8831, grad_norm: 7.3374 2020-10-13 12:24:01,313 - mmaction - INFO - Epoch [44][3800/5010] lr: 7.500e-05, eta: 8:46:02, time: 1.041, data_time: 0.004, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9229, loss_cls: 0.8975, loss: 0.8975, grad_norm: 7.5327 2020-10-13 12:24:20,506 - mmaction - INFO - Epoch [44][3820/5010] lr: 7.500e-05, eta: 8:45:42, time: 0.961, data_time: 0.005, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9313, loss_cls: 0.8135, loss: 0.8135, grad_norm: 7.2912 2020-10-13 12:24:39,767 - mmaction - INFO - Epoch [44][3840/5010] lr: 7.500e-05, eta: 8:45:21, time: 0.961, data_time: 0.005, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9323, loss_cls: 0.8273, loss: 0.8273, grad_norm: 7.3136 2020-10-13 12:25:00,167 - mmaction - INFO - Epoch [44][3860/5010] lr: 7.500e-05, eta: 8:45:01, time: 1.022, data_time: 0.006, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9302, loss_cls: 0.9039, loss: 0.9039, grad_norm: 7.6309 2020-10-13 12:25:20,822 - mmaction - INFO - Epoch [44][3880/5010] lr: 7.500e-05, eta: 8:44:41, time: 1.031, data_time: 0.004, memory: 10398, top1_acc: 0.8052, top5_acc: 0.9396, loss_cls: 0.7950, loss: 0.7950, grad_norm: 7.2602 2020-10-13 12:25:40,652 - mmaction - INFO - Epoch [44][3900/5010] lr: 7.500e-05, eta: 8:44:21, time: 0.993, data_time: 0.006, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9229, loss_cls: 0.8469, loss: 0.8469, grad_norm: 7.3143 2020-10-13 12:26:00,481 - mmaction - INFO - Epoch [44][3920/5010] lr: 7.500e-05, eta: 8:44:00, time: 0.990, data_time: 0.006, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9271, loss_cls: 0.9200, loss: 0.9200, grad_norm: 7.5462 2020-10-13 12:26:20,307 - mmaction - INFO - Epoch [44][3940/5010] lr: 7.500e-05, eta: 8:43:40, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9260, loss_cls: 0.9175, loss: 0.9175, grad_norm: 7.7535 2020-10-13 12:26:39,442 - mmaction - INFO - Epoch [44][3960/5010] lr: 7.500e-05, eta: 8:43:20, time: 0.955, data_time: 0.005, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9177, loss_cls: 0.8571, loss: 0.8571, grad_norm: 7.5649 2020-10-13 12:26:58,864 - mmaction - INFO - Epoch [44][3980/5010] lr: 7.500e-05, eta: 8:43:00, time: 0.973, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9219, loss_cls: 0.8829, loss: 0.8829, grad_norm: 7.4935 2020-10-13 12:27:19,281 - mmaction - INFO - Epoch [44][4000/5010] lr: 7.500e-05, eta: 8:42:39, time: 1.019, data_time: 0.005, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9146, loss_cls: 0.9166, loss: 0.9166, grad_norm: 7.7397 2020-10-13 12:27:38,716 - mmaction - INFO - Epoch [44][4020/5010] lr: 7.500e-05, eta: 8:42:19, time: 0.974, data_time: 0.005, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9240, loss_cls: 0.8519, loss: 0.8519, grad_norm: 7.3565 2020-10-13 12:27:58,714 - mmaction - INFO - Epoch [44][4040/5010] lr: 7.500e-05, eta: 8:41:59, time: 0.998, data_time: 0.004, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9177, loss_cls: 0.8966, loss: 0.8966, grad_norm: 7.7378 2020-10-13 12:28:18,372 - mmaction - INFO - Epoch [44][4060/5010] lr: 7.500e-05, eta: 8:41:39, time: 0.984, data_time: 0.005, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9208, loss_cls: 0.8316, loss: 0.8316, grad_norm: 7.3843 2020-10-13 12:28:38,177 - mmaction - INFO - Epoch [44][4080/5010] lr: 7.500e-05, eta: 8:41:18, time: 0.988, data_time: 0.004, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9229, loss_cls: 0.8731, loss: 0.8731, grad_norm: 7.4393 2020-10-13 12:28:58,104 - mmaction - INFO - Epoch [44][4100/5010] lr: 7.500e-05, eta: 8:40:58, time: 0.999, data_time: 0.006, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9156, loss_cls: 0.8793, loss: 0.8793, grad_norm: 7.3551 2020-10-13 12:29:17,721 - mmaction - INFO - Epoch [44][4120/5010] lr: 7.500e-05, eta: 8:40:38, time: 0.979, data_time: 0.004, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9271, loss_cls: 0.8402, loss: 0.8402, grad_norm: 7.4395 2020-10-13 12:29:37,114 - mmaction - INFO - Epoch [44][4140/5010] lr: 7.500e-05, eta: 8:40:18, time: 0.971, data_time: 0.005, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9260, loss_cls: 0.8892, loss: 0.8892, grad_norm: 7.5127 2020-10-13 12:29:56,681 - mmaction - INFO - Epoch [44][4160/5010] lr: 7.500e-05, eta: 8:39:57, time: 0.975, data_time: 0.004, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9156, loss_cls: 0.9053, loss: 0.9053, grad_norm: 7.5372 2020-10-13 12:30:16,124 - mmaction - INFO - Epoch [44][4180/5010] lr: 7.500e-05, eta: 8:39:37, time: 0.975, data_time: 0.006, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9177, loss_cls: 0.8697, loss: 0.8697, grad_norm: 7.2698 2020-10-13 12:30:35,555 - mmaction - INFO - Epoch [44][4200/5010] lr: 7.500e-05, eta: 8:39:17, time: 0.970, data_time: 0.005, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9313, loss_cls: 0.8417, loss: 0.8417, grad_norm: 7.5361 2020-10-13 12:30:54,874 - mmaction - INFO - Epoch [44][4220/5010] lr: 7.500e-05, eta: 8:38:56, time: 0.968, data_time: 0.006, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9365, loss_cls: 0.7912, loss: 0.7912, grad_norm: 7.1237 2020-10-13 12:31:14,634 - mmaction - INFO - Epoch [44][4240/5010] lr: 7.500e-05, eta: 8:38:36, time: 0.986, data_time: 0.005, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9260, loss_cls: 0.8918, loss: 0.8918, grad_norm: 7.3298 2020-10-13 12:31:34,388 - mmaction - INFO - Epoch [44][4260/5010] lr: 7.500e-05, eta: 8:38:16, time: 0.990, data_time: 0.007, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9313, loss_cls: 0.8173, loss: 0.8173, grad_norm: 7.0733 2020-10-13 12:31:54,107 - mmaction - INFO - Epoch [44][4280/5010] lr: 7.500e-05, eta: 8:37:56, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9219, loss_cls: 0.8771, loss: 0.8771, grad_norm: 7.2105 2020-10-13 12:32:13,680 - mmaction - INFO - Epoch [44][4300/5010] lr: 7.500e-05, eta: 8:37:35, time: 0.977, data_time: 0.004, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9260, loss_cls: 0.8990, loss: 0.8990, grad_norm: 7.7116 2020-10-13 12:32:33,030 - mmaction - INFO - Epoch [44][4320/5010] lr: 7.500e-05, eta: 8:37:15, time: 0.969, data_time: 0.006, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9135, loss_cls: 0.9292, loss: 0.9292, grad_norm: 7.5567 2020-10-13 12:32:52,677 - mmaction - INFO - Epoch [44][4340/5010] lr: 7.500e-05, eta: 8:36:55, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9240, loss_cls: 0.8711, loss: 0.8711, grad_norm: 7.5074 2020-10-13 12:33:11,792 - mmaction - INFO - Epoch [44][4360/5010] lr: 7.500e-05, eta: 8:36:35, time: 0.954, data_time: 0.004, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9115, loss_cls: 0.9055, loss: 0.9055, grad_norm: 7.3986 2020-10-13 12:33:31,902 - mmaction - INFO - Epoch [44][4380/5010] lr: 7.500e-05, eta: 8:36:14, time: 1.007, data_time: 0.005, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9385, loss_cls: 0.8308, loss: 0.8308, grad_norm: 7.3777 2020-10-13 12:33:51,214 - mmaction - INFO - Epoch [44][4400/5010] lr: 7.500e-05, eta: 8:35:54, time: 0.966, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9260, loss_cls: 0.9050, loss: 0.9050, grad_norm: 7.5635 2020-10-13 12:34:12,193 - mmaction - INFO - Epoch [44][4420/5010] lr: 7.500e-05, eta: 8:35:34, time: 1.047, data_time: 0.004, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9281, loss_cls: 0.8849, loss: 0.8849, grad_norm: 7.4271 2020-10-13 12:34:31,811 - mmaction - INFO - Epoch [44][4440/5010] lr: 7.500e-05, eta: 8:35:14, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9229, loss_cls: 0.8748, loss: 0.8748, grad_norm: 7.6716 2020-10-13 12:34:51,104 - mmaction - INFO - Epoch [44][4460/5010] lr: 7.500e-05, eta: 8:34:53, time: 0.965, data_time: 0.002, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9260, loss_cls: 0.8463, loss: 0.8463, grad_norm: 7.4142 2020-10-13 12:35:12,297 - mmaction - INFO - Epoch [44][4480/5010] lr: 7.500e-05, eta: 8:34:33, time: 1.058, data_time: 0.005, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9240, loss_cls: 0.8363, loss: 0.8363, grad_norm: 7.2231 2020-10-13 12:35:31,796 - mmaction - INFO - Epoch [44][4500/5010] lr: 7.500e-05, eta: 8:34:13, time: 0.977, data_time: 0.006, memory: 10398, top1_acc: 0.8104, top5_acc: 0.9219, loss_cls: 0.8257, loss: 0.8257, grad_norm: 6.9654 2020-10-13 12:35:51,113 - mmaction - INFO - Epoch [44][4520/5010] lr: 7.500e-05, eta: 8:33:53, time: 0.966, data_time: 0.002, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9313, loss_cls: 0.8387, loss: 0.8387, grad_norm: 7.5876 2020-10-13 12:36:11,177 - mmaction - INFO - Epoch [44][4540/5010] lr: 7.500e-05, eta: 8:33:33, time: 1.000, data_time: 0.005, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9302, loss_cls: 0.8368, loss: 0.8368, grad_norm: 7.3573 2020-10-13 12:36:31,431 - mmaction - INFO - Epoch [44][4560/5010] lr: 7.500e-05, eta: 8:33:12, time: 1.016, data_time: 0.007, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9167, loss_cls: 0.8900, loss: 0.8900, grad_norm: 7.6578 2020-10-13 12:36:52,013 - mmaction - INFO - Epoch [44][4580/5010] lr: 7.500e-05, eta: 8:32:52, time: 1.029, data_time: 0.002, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9062, loss_cls: 0.9464, loss: 0.9464, grad_norm: 7.5744 2020-10-13 12:37:10,814 - mmaction - INFO - Epoch [44][4600/5010] lr: 7.500e-05, eta: 8:32:32, time: 0.938, data_time: 0.005, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9354, loss_cls: 0.8755, loss: 0.8755, grad_norm: 7.6386 2020-10-13 12:37:31,341 - mmaction - INFO - Epoch [44][4620/5010] lr: 7.500e-05, eta: 8:32:12, time: 1.024, data_time: 0.005, memory: 10398, top1_acc: 0.7990, top5_acc: 0.9302, loss_cls: 0.8381, loss: 0.8381, grad_norm: 7.3922 2020-10-13 12:37:50,633 - mmaction - INFO - Epoch [44][4640/5010] lr: 7.500e-05, eta: 8:31:51, time: 0.968, data_time: 0.006, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9292, loss_cls: 0.8500, loss: 0.8500, grad_norm: 7.2655 2020-10-13 12:38:10,006 - mmaction - INFO - Epoch [44][4660/5010] lr: 7.500e-05, eta: 8:31:31, time: 0.967, data_time: 0.004, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9240, loss_cls: 0.8709, loss: 0.8709, grad_norm: 7.3547 2020-10-13 12:38:30,156 - mmaction - INFO - Epoch [44][4680/5010] lr: 7.500e-05, eta: 8:31:11, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9104, loss_cls: 0.9924, loss: 0.9924, grad_norm: 7.8136 2020-10-13 12:38:50,025 - mmaction - INFO - Epoch [44][4700/5010] lr: 7.500e-05, eta: 8:30:51, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9229, loss_cls: 0.9345, loss: 0.9345, grad_norm: 7.5311 2020-10-13 12:39:10,230 - mmaction - INFO - Epoch [44][4720/5010] lr: 7.500e-05, eta: 8:30:31, time: 1.007, data_time: 0.004, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9333, loss_cls: 0.8224, loss: 0.8224, grad_norm: 7.4367 2020-10-13 12:39:30,133 - mmaction - INFO - Epoch [44][4740/5010] lr: 7.500e-05, eta: 8:30:10, time: 0.998, data_time: 0.007, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9344, loss_cls: 0.8240, loss: 0.8240, grad_norm: 7.3635 2020-10-13 12:39:49,260 - mmaction - INFO - Epoch [44][4760/5010] lr: 7.500e-05, eta: 8:29:50, time: 0.957, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9219, loss_cls: 0.9104, loss: 0.9104, grad_norm: 7.7029 2020-10-13 12:40:09,328 - mmaction - INFO - Epoch [44][4780/5010] lr: 7.500e-05, eta: 8:29:30, time: 1.003, data_time: 0.005, memory: 10398, top1_acc: 0.7990, top5_acc: 0.9312, loss_cls: 0.8054, loss: 0.8054, grad_norm: 6.8606 2020-10-13 12:40:28,762 - mmaction - INFO - Epoch [44][4800/5010] lr: 7.500e-05, eta: 8:29:09, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.8031, top5_acc: 0.9313, loss_cls: 0.8059, loss: 0.8059, grad_norm: 7.2115 2020-10-13 12:40:49,374 - mmaction - INFO - Epoch [44][4820/5010] lr: 7.500e-05, eta: 8:28:49, time: 1.031, data_time: 0.002, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9302, loss_cls: 0.8053, loss: 0.8053, grad_norm: 7.0740 2020-10-13 12:41:09,256 - mmaction - INFO - Epoch [44][4840/5010] lr: 7.500e-05, eta: 8:28:29, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9187, loss_cls: 0.9307, loss: 0.9307, grad_norm: 7.6767 2020-10-13 12:41:28,750 - mmaction - INFO - Epoch [44][4860/5010] lr: 7.500e-05, eta: 8:28:09, time: 0.976, data_time: 0.005, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9302, loss_cls: 0.8315, loss: 0.8315, grad_norm: 7.2844 2020-10-13 12:41:48,492 - mmaction - INFO - Epoch [44][4880/5010] lr: 7.500e-05, eta: 8:27:49, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9333, loss_cls: 0.8374, loss: 0.8374, grad_norm: 7.5221 2020-10-13 12:42:08,375 - mmaction - INFO - Epoch [44][4900/5010] lr: 7.500e-05, eta: 8:27:28, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9156, loss_cls: 0.9135, loss: 0.9135, grad_norm: 7.6512 2020-10-13 12:42:28,913 - mmaction - INFO - Epoch [44][4920/5010] lr: 7.500e-05, eta: 8:27:08, time: 1.029, data_time: 0.006, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9188, loss_cls: 0.9353, loss: 0.9353, grad_norm: 7.8115 2020-10-13 12:42:48,254 - mmaction - INFO - Epoch [44][4940/5010] lr: 7.500e-05, eta: 8:26:48, time: 0.967, data_time: 0.002, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9229, loss_cls: 0.8676, loss: 0.8676, grad_norm: 7.4235 2020-10-13 12:43:08,493 - mmaction - INFO - Epoch [44][4960/5010] lr: 7.500e-05, eta: 8:26:28, time: 1.012, data_time: 0.005, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9240, loss_cls: 0.8154, loss: 0.8154, grad_norm: 7.0283 2020-10-13 12:43:28,475 - mmaction - INFO - Epoch [44][4980/5010] lr: 7.500e-05, eta: 8:26:08, time: 0.999, data_time: 0.002, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9177, loss_cls: 0.8707, loss: 0.8707, grad_norm: 7.2545 2020-10-13 12:43:47,835 - mmaction - INFO - Epoch [44][5000/5010] lr: 7.500e-05, eta: 8:25:47, time: 0.968, data_time: 0.002, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9208, loss_cls: 0.8692, loss: 0.8692, grad_norm: 7.1997 2020-10-13 12:44:29,155 - mmaction - INFO - Epoch [45][20/5010] lr: 7.500e-05, eta: 8:25:17, time: 1.556, data_time: 0.697, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9177, loss_cls: 0.8759, loss: 0.8759, grad_norm: 7.3745 2020-10-13 12:44:46,548 - mmaction - INFO - Epoch [45][40/5010] lr: 7.500e-05, eta: 8:24:57, time: 0.870, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9229, loss_cls: 0.9328, loss: 0.9328, grad_norm: 7.6916 2020-10-13 12:45:06,368 - mmaction - INFO - Epoch [45][60/5010] lr: 7.500e-05, eta: 8:24:36, time: 0.991, data_time: 0.005, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9208, loss_cls: 0.9098, loss: 0.9098, grad_norm: 7.8307 2020-10-13 12:45:26,023 - mmaction - INFO - Epoch [45][80/5010] lr: 7.500e-05, eta: 8:24:16, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9250, loss_cls: 0.8284, loss: 0.8284, grad_norm: 7.3561 2020-10-13 12:45:46,089 - mmaction - INFO - Epoch [45][100/5010] lr: 7.500e-05, eta: 8:23:56, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9333, loss_cls: 0.8756, loss: 0.8756, grad_norm: 7.5697 2020-10-13 12:46:06,495 - mmaction - INFO - Epoch [45][120/5010] lr: 7.500e-05, eta: 8:23:36, time: 1.019, data_time: 0.005, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9260, loss_cls: 0.8837, loss: 0.8837, grad_norm: 7.5268 2020-10-13 12:46:26,049 - mmaction - INFO - Epoch [45][140/5010] lr: 7.500e-05, eta: 8:23:15, time: 0.979, data_time: 0.006, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9198, loss_cls: 0.9169, loss: 0.9169, grad_norm: 7.7560 2020-10-13 12:46:45,710 - mmaction - INFO - Epoch [45][160/5010] lr: 7.500e-05, eta: 8:22:55, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9104, loss_cls: 0.9398, loss: 0.9398, grad_norm: 7.4259 2020-10-13 12:47:05,138 - mmaction - INFO - Epoch [45][180/5010] lr: 7.500e-05, eta: 8:22:35, time: 0.970, data_time: 0.004, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9302, loss_cls: 0.8161, loss: 0.8161, grad_norm: 7.3680 2020-10-13 12:47:24,854 - mmaction - INFO - Epoch [45][200/5010] lr: 7.500e-05, eta: 8:22:15, time: 0.987, data_time: 0.006, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9208, loss_cls: 0.9150, loss: 0.9150, grad_norm: 7.5319 2020-10-13 12:47:44,072 - mmaction - INFO - Epoch [45][220/5010] lr: 7.500e-05, eta: 8:21:54, time: 0.961, data_time: 0.002, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9344, loss_cls: 0.7971, loss: 0.7971, grad_norm: 7.3877 2020-10-13 12:48:03,803 - mmaction - INFO - Epoch [45][240/5010] lr: 7.500e-05, eta: 8:21:34, time: 0.985, data_time: 0.005, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9302, loss_cls: 0.8362, loss: 0.8362, grad_norm: 7.1883 2020-10-13 12:48:23,509 - mmaction - INFO - Epoch [45][260/5010] lr: 7.500e-05, eta: 8:21:14, time: 0.987, data_time: 0.006, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9333, loss_cls: 0.8378, loss: 0.8378, grad_norm: 7.2796 2020-10-13 12:48:43,609 - mmaction - INFO - Epoch [45][280/5010] lr: 7.500e-05, eta: 8:20:54, time: 1.005, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9292, loss_cls: 0.9001, loss: 0.9001, grad_norm: 7.5702 2020-10-13 12:49:02,828 - mmaction - INFO - Epoch [45][300/5010] lr: 7.500e-05, eta: 8:20:33, time: 0.959, data_time: 0.004, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9208, loss_cls: 0.8657, loss: 0.8657, grad_norm: 7.1185 2020-10-13 12:49:22,387 - mmaction - INFO - Epoch [45][320/5010] lr: 7.500e-05, eta: 8:20:13, time: 0.979, data_time: 0.006, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9167, loss_cls: 0.9062, loss: 0.9062, grad_norm: 7.6700 2020-10-13 12:49:41,991 - mmaction - INFO - Epoch [45][340/5010] lr: 7.500e-05, eta: 8:19:53, time: 0.981, data_time: 0.002, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9219, loss_cls: 0.8847, loss: 0.8847, grad_norm: 7.7482 2020-10-13 12:50:01,810 - mmaction - INFO - Epoch [45][360/5010] lr: 7.500e-05, eta: 8:19:33, time: 0.990, data_time: 0.004, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9167, loss_cls: 0.9196, loss: 0.9196, grad_norm: 7.5506 2020-10-13 12:50:21,513 - mmaction - INFO - Epoch [45][380/5010] lr: 7.500e-05, eta: 8:19:12, time: 0.985, data_time: 0.004, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9344, loss_cls: 0.8193, loss: 0.8193, grad_norm: 7.4366 2020-10-13 12:50:41,235 - mmaction - INFO - Epoch [45][400/5010] lr: 7.500e-05, eta: 8:18:52, time: 0.987, data_time: 0.004, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9260, loss_cls: 0.8756, loss: 0.8756, grad_norm: 7.4032 2020-10-13 12:51:00,845 - mmaction - INFO - Epoch [45][420/5010] lr: 7.500e-05, eta: 8:18:32, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.8042, top5_acc: 0.9354, loss_cls: 0.8066, loss: 0.8066, grad_norm: 7.4848 2020-10-13 12:51:20,157 - mmaction - INFO - Epoch [45][440/5010] lr: 7.500e-05, eta: 8:18:11, time: 0.968, data_time: 0.006, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9135, loss_cls: 0.9372, loss: 0.9372, grad_norm: 7.6901 2020-10-13 12:51:39,892 - mmaction - INFO - Epoch [45][460/5010] lr: 7.500e-05, eta: 8:17:51, time: 0.984, data_time: 0.005, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9250, loss_cls: 0.8353, loss: 0.8353, grad_norm: 7.2364 2020-10-13 12:51:59,693 - mmaction - INFO - Epoch [45][480/5010] lr: 7.500e-05, eta: 8:17:31, time: 0.991, data_time: 0.006, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9187, loss_cls: 0.9190, loss: 0.9190, grad_norm: 7.6590 2020-10-13 12:52:19,436 - mmaction - INFO - Epoch [45][500/5010] lr: 7.500e-05, eta: 8:17:11, time: 0.986, data_time: 0.006, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9083, loss_cls: 0.9391, loss: 0.9391, grad_norm: 7.7356 2020-10-13 12:52:39,429 - mmaction - INFO - Epoch [45][520/5010] lr: 7.500e-05, eta: 8:16:51, time: 1.001, data_time: 0.006, memory: 10398, top1_acc: 0.7979, top5_acc: 0.9229, loss_cls: 0.8510, loss: 0.8510, grad_norm: 7.0173 2020-10-13 12:52:59,074 - mmaction - INFO - Epoch [45][540/5010] lr: 7.500e-05, eta: 8:16:30, time: 0.982, data_time: 0.005, memory: 10398, top1_acc: 0.7969, top5_acc: 0.9354, loss_cls: 0.8343, loss: 0.8343, grad_norm: 7.0455 2020-10-13 12:53:18,709 - mmaction - INFO - Epoch [45][560/5010] lr: 7.500e-05, eta: 8:16:10, time: 0.982, data_time: 0.004, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9167, loss_cls: 0.8431, loss: 0.8431, grad_norm: 7.1953 2020-10-13 12:53:38,463 - mmaction - INFO - Epoch [45][580/5010] lr: 7.500e-05, eta: 8:15:50, time: 0.987, data_time: 0.005, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9281, loss_cls: 0.8920, loss: 0.8920, grad_norm: 7.4970 2020-10-13 12:53:57,860 - mmaction - INFO - Epoch [45][600/5010] lr: 7.500e-05, eta: 8:15:30, time: 0.970, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9240, loss_cls: 0.8974, loss: 0.8974, grad_norm: 7.5335 2020-10-13 12:54:17,453 - mmaction - INFO - Epoch [45][620/5010] lr: 7.500e-05, eta: 8:15:09, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9104, loss_cls: 0.9432, loss: 0.9432, grad_norm: 7.6783 2020-10-13 12:54:37,293 - mmaction - INFO - Epoch [45][640/5010] lr: 7.500e-05, eta: 8:14:49, time: 0.994, data_time: 0.006, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9167, loss_cls: 0.8496, loss: 0.8496, grad_norm: 7.4210 2020-10-13 12:54:57,007 - mmaction - INFO - Epoch [45][660/5010] lr: 7.500e-05, eta: 8:14:29, time: 0.984, data_time: 0.004, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9187, loss_cls: 0.9114, loss: 0.9114, grad_norm: 7.2852 2020-10-13 12:55:16,476 - mmaction - INFO - Epoch [45][680/5010] lr: 7.500e-05, eta: 8:14:09, time: 0.975, data_time: 0.005, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9177, loss_cls: 0.8675, loss: 0.8675, grad_norm: 7.1839 2020-10-13 12:55:36,373 - mmaction - INFO - Epoch [45][700/5010] lr: 7.500e-05, eta: 8:13:48, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9167, loss_cls: 0.9880, loss: 0.9880, grad_norm: 7.8042 2020-10-13 12:55:55,906 - mmaction - INFO - Epoch [45][720/5010] lr: 7.500e-05, eta: 8:13:28, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9250, loss_cls: 0.8498, loss: 0.8498, grad_norm: 7.3475 2020-10-13 12:56:15,416 - mmaction - INFO - Epoch [45][740/5010] lr: 7.500e-05, eta: 8:13:08, time: 0.975, data_time: 0.005, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9250, loss_cls: 0.8613, loss: 0.8613, grad_norm: 7.2727 2020-10-13 12:56:35,720 - mmaction - INFO - Epoch [45][760/5010] lr: 7.500e-05, eta: 8:12:48, time: 1.016, data_time: 0.005, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9333, loss_cls: 0.8229, loss: 0.8229, grad_norm: 7.3354 2020-10-13 12:56:54,866 - mmaction - INFO - Epoch [45][780/5010] lr: 7.500e-05, eta: 8:12:27, time: 0.957, data_time: 0.002, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9250, loss_cls: 0.8755, loss: 0.8755, grad_norm: 7.2880 2020-10-13 12:57:14,403 - mmaction - INFO - Epoch [45][800/5010] lr: 7.500e-05, eta: 8:12:07, time: 0.975, data_time: 0.004, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9427, loss_cls: 0.7956, loss: 0.7956, grad_norm: 7.2306 2020-10-13 12:57:33,796 - mmaction - INFO - Epoch [45][820/5010] lr: 7.500e-05, eta: 8:11:47, time: 0.971, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9271, loss_cls: 0.9066, loss: 0.9066, grad_norm: 7.8473 2020-10-13 12:57:53,329 - mmaction - INFO - Epoch [45][840/5010] lr: 7.500e-05, eta: 8:11:26, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9188, loss_cls: 0.8844, loss: 0.8844, grad_norm: 7.4637 2020-10-13 12:58:13,667 - mmaction - INFO - Epoch [45][860/5010] lr: 7.500e-05, eta: 8:11:06, time: 1.015, data_time: 0.005, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9292, loss_cls: 0.9016, loss: 0.9016, grad_norm: 7.5794 2020-10-13 12:58:32,941 - mmaction - INFO - Epoch [45][880/5010] lr: 7.500e-05, eta: 8:10:46, time: 0.965, data_time: 0.005, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9333, loss_cls: 0.8227, loss: 0.8227, grad_norm: 7.3194 2020-10-13 12:58:52,497 - mmaction - INFO - Epoch [45][900/5010] lr: 7.500e-05, eta: 8:10:26, time: 0.978, data_time: 0.002, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9302, loss_cls: 0.8551, loss: 0.8551, grad_norm: 7.6155 2020-10-13 12:59:12,496 - mmaction - INFO - Epoch [45][920/5010] lr: 7.500e-05, eta: 8:10:05, time: 0.998, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9219, loss_cls: 0.9307, loss: 0.9307, grad_norm: 7.6481 2020-10-13 12:59:32,331 - mmaction - INFO - Epoch [45][940/5010] lr: 7.500e-05, eta: 8:09:45, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9344, loss_cls: 0.9049, loss: 0.9049, grad_norm: 7.6415 2020-10-13 12:59:51,500 - mmaction - INFO - Epoch [45][960/5010] lr: 7.500e-05, eta: 8:09:25, time: 0.959, data_time: 0.003, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9146, loss_cls: 0.9489, loss: 0.9489, grad_norm: 7.8951 2020-10-13 13:00:18,333 - mmaction - INFO - Epoch [45][980/5010] lr: 7.500e-05, eta: 8:09:06, time: 1.328, data_time: 0.009, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9302, loss_cls: 0.7962, loss: 0.7962, grad_norm: 7.0644 2020-10-13 13:00:36,123 - mmaction - INFO - Epoch [45][1000/5010] lr: 7.500e-05, eta: 8:08:45, time: 0.902, data_time: 0.023, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9167, loss_cls: 0.9210, loss: 0.9210, grad_norm: 7.4630 2020-10-13 13:00:56,835 - mmaction - INFO - Epoch [45][1020/5010] lr: 7.500e-05, eta: 8:08:25, time: 1.033, data_time: 0.004, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9292, loss_cls: 0.8609, loss: 0.8609, grad_norm: 7.2739 2020-10-13 13:01:16,885 - mmaction - INFO - Epoch [45][1040/5010] lr: 7.500e-05, eta: 8:08:05, time: 1.005, data_time: 0.006, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9260, loss_cls: 0.8797, loss: 0.8797, grad_norm: 7.7040 2020-10-13 13:01:36,857 - mmaction - INFO - Epoch [45][1060/5010] lr: 7.500e-05, eta: 8:07:45, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.8104, top5_acc: 0.9333, loss_cls: 0.7845, loss: 0.7845, grad_norm: 7.1458 2020-10-13 13:01:56,114 - mmaction - INFO - Epoch [45][1080/5010] lr: 7.500e-05, eta: 8:07:24, time: 0.964, data_time: 0.006, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9344, loss_cls: 0.8588, loss: 0.8588, grad_norm: 7.3904 2020-10-13 13:02:15,844 - mmaction - INFO - Epoch [45][1100/5010] lr: 7.500e-05, eta: 8:07:04, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.8104, top5_acc: 0.9333, loss_cls: 0.8046, loss: 0.8046, grad_norm: 7.3444 2020-10-13 13:02:36,409 - mmaction - INFO - Epoch [45][1120/5010] lr: 7.500e-05, eta: 8:06:44, time: 1.026, data_time: 0.004, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9323, loss_cls: 0.8261, loss: 0.8261, grad_norm: 7.3280 2020-10-13 13:02:56,523 - mmaction - INFO - Epoch [45][1140/5010] lr: 7.500e-05, eta: 8:06:24, time: 1.007, data_time: 0.007, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9323, loss_cls: 0.8443, loss: 0.8443, grad_norm: 7.5330 2020-10-13 13:03:15,579 - mmaction - INFO - Epoch [45][1160/5010] lr: 7.500e-05, eta: 8:06:03, time: 0.952, data_time: 0.006, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9146, loss_cls: 0.9618, loss: 0.9618, grad_norm: 7.7842 2020-10-13 13:03:36,272 - mmaction - INFO - Epoch [45][1180/5010] lr: 7.500e-05, eta: 8:05:43, time: 1.036, data_time: 0.006, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9167, loss_cls: 0.9020, loss: 0.9020, grad_norm: 7.6975 2020-10-13 13:03:56,196 - mmaction - INFO - Epoch [45][1200/5010] lr: 7.500e-05, eta: 8:05:23, time: 0.996, data_time: 0.003, memory: 10398, top1_acc: 0.8000, top5_acc: 0.9385, loss_cls: 0.8152, loss: 0.8152, grad_norm: 7.1645 2020-10-13 13:04:16,128 - mmaction - INFO - Epoch [45][1220/5010] lr: 7.500e-05, eta: 8:05:03, time: 0.995, data_time: 0.005, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9333, loss_cls: 0.8047, loss: 0.8047, grad_norm: 7.0225 2020-10-13 13:04:35,769 - mmaction - INFO - Epoch [45][1240/5010] lr: 7.500e-05, eta: 8:04:43, time: 0.984, data_time: 0.006, memory: 10398, top1_acc: 0.7687, top5_acc: 0.9313, loss_cls: 0.8585, loss: 0.8585, grad_norm: 7.5636 2020-10-13 13:04:56,565 - mmaction - INFO - Epoch [45][1260/5010] lr: 7.500e-05, eta: 8:04:23, time: 1.038, data_time: 0.004, memory: 10398, top1_acc: 0.7979, top5_acc: 0.9271, loss_cls: 0.8197, loss: 0.8197, grad_norm: 7.2104 2020-10-13 13:05:16,561 - mmaction - INFO - Epoch [45][1280/5010] lr: 7.500e-05, eta: 8:04:02, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9240, loss_cls: 0.9084, loss: 0.9084, grad_norm: 7.4550 2020-10-13 13:05:36,009 - mmaction - INFO - Epoch [45][1300/5010] lr: 7.500e-05, eta: 8:03:42, time: 0.971, data_time: 0.004, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9135, loss_cls: 0.9232, loss: 0.9232, grad_norm: 7.3340 2020-10-13 13:05:55,453 - mmaction - INFO - Epoch [45][1320/5010] lr: 7.500e-05, eta: 8:03:22, time: 0.974, data_time: 0.006, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9333, loss_cls: 0.8729, loss: 0.8729, grad_norm: 7.8022 2020-10-13 13:06:15,925 - mmaction - INFO - Epoch [45][1340/5010] lr: 7.500e-05, eta: 8:03:02, time: 1.019, data_time: 0.004, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9229, loss_cls: 0.8453, loss: 0.8453, grad_norm: 7.3095 2020-10-13 13:06:35,838 - mmaction - INFO - Epoch [45][1360/5010] lr: 7.500e-05, eta: 8:02:41, time: 1.000, data_time: 0.007, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9271, loss_cls: 0.8437, loss: 0.8437, grad_norm: 7.2090 2020-10-13 13:06:55,920 - mmaction - INFO - Epoch [45][1380/5010] lr: 7.500e-05, eta: 8:02:21, time: 1.004, data_time: 0.002, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9323, loss_cls: 0.8032, loss: 0.8032, grad_norm: 7.3360 2020-10-13 13:07:15,357 - mmaction - INFO - Epoch [45][1400/5010] lr: 7.500e-05, eta: 8:02:01, time: 0.972, data_time: 0.005, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9354, loss_cls: 0.8370, loss: 0.8370, grad_norm: 7.5057 2020-10-13 13:07:35,145 - mmaction - INFO - Epoch [45][1420/5010] lr: 7.500e-05, eta: 8:01:41, time: 0.990, data_time: 0.006, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9260, loss_cls: 0.8772, loss: 0.8772, grad_norm: 7.4241 2020-10-13 13:07:54,532 - mmaction - INFO - Epoch [45][1440/5010] lr: 7.500e-05, eta: 8:01:20, time: 0.969, data_time: 0.002, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9344, loss_cls: 0.8562, loss: 0.8562, grad_norm: 7.3134 2020-10-13 13:08:14,752 - mmaction - INFO - Epoch [45][1460/5010] lr: 7.500e-05, eta: 8:01:00, time: 1.009, data_time: 0.004, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9312, loss_cls: 0.8268, loss: 0.8268, grad_norm: 7.4490 2020-10-13 13:08:34,503 - mmaction - INFO - Epoch [45][1480/5010] lr: 7.500e-05, eta: 8:00:40, time: 0.989, data_time: 0.006, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9323, loss_cls: 0.7987, loss: 0.7987, grad_norm: 7.3523 2020-10-13 13:08:54,017 - mmaction - INFO - Epoch [45][1500/5010] lr: 7.500e-05, eta: 8:00:20, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9250, loss_cls: 0.8935, loss: 0.8935, grad_norm: 7.7262 2020-10-13 13:09:13,720 - mmaction - INFO - Epoch [45][1520/5010] lr: 7.500e-05, eta: 7:59:59, time: 0.984, data_time: 0.004, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9208, loss_cls: 0.8385, loss: 0.8385, grad_norm: 7.0942 2020-10-13 13:09:33,016 - mmaction - INFO - Epoch [45][1540/5010] lr: 7.500e-05, eta: 7:59:39, time: 0.966, data_time: 0.005, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9323, loss_cls: 0.8412, loss: 0.8412, grad_norm: 7.3300 2020-10-13 13:09:52,719 - mmaction - INFO - Epoch [45][1560/5010] lr: 7.500e-05, eta: 7:59:19, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9250, loss_cls: 0.9257, loss: 0.9257, grad_norm: 7.9832 2020-10-13 13:10:12,393 - mmaction - INFO - Epoch [45][1580/5010] lr: 7.500e-05, eta: 7:58:59, time: 0.982, data_time: 0.005, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9250, loss_cls: 0.8182, loss: 0.8182, grad_norm: 7.1761 2020-10-13 13:10:32,289 - mmaction - INFO - Epoch [45][1600/5010] lr: 7.500e-05, eta: 7:58:38, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9146, loss_cls: 0.9079, loss: 0.9079, grad_norm: 7.6667 2020-10-13 13:10:52,189 - mmaction - INFO - Epoch [45][1620/5010] lr: 7.500e-05, eta: 7:58:18, time: 0.995, data_time: 0.002, memory: 10398, top1_acc: 0.7687, top5_acc: 0.9219, loss_cls: 0.9066, loss: 0.9066, grad_norm: 7.6984 2020-10-13 13:11:12,218 - mmaction - INFO - Epoch [45][1640/5010] lr: 7.500e-05, eta: 7:57:58, time: 1.002, data_time: 0.004, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9260, loss_cls: 0.8921, loss: 0.8921, grad_norm: 7.6656 2020-10-13 13:11:31,917 - mmaction - INFO - Epoch [45][1660/5010] lr: 7.500e-05, eta: 7:57:38, time: 0.985, data_time: 0.005, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9240, loss_cls: 0.8913, loss: 0.8913, grad_norm: 7.3220 2020-10-13 13:11:51,311 - mmaction - INFO - Epoch [45][1680/5010] lr: 7.500e-05, eta: 7:57:18, time: 0.970, data_time: 0.002, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9219, loss_cls: 0.9390, loss: 0.9390, grad_norm: 7.6949 2020-10-13 13:12:11,602 - mmaction - INFO - Epoch [45][1700/5010] lr: 7.500e-05, eta: 7:56:57, time: 1.015, data_time: 0.005, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9281, loss_cls: 0.8774, loss: 0.8774, grad_norm: 7.4617 2020-10-13 13:12:31,297 - mmaction - INFO - Epoch [45][1720/5010] lr: 7.500e-05, eta: 7:56:37, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9292, loss_cls: 0.8270, loss: 0.8270, grad_norm: 7.3864 2020-10-13 13:12:50,764 - mmaction - INFO - Epoch [45][1740/5010] lr: 7.500e-05, eta: 7:56:17, time: 0.975, data_time: 0.004, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9313, loss_cls: 0.8791, loss: 0.8791, grad_norm: 7.6682 2020-10-13 13:13:10,445 - mmaction - INFO - Epoch [45][1760/5010] lr: 7.500e-05, eta: 7:55:57, time: 0.984, data_time: 0.002, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9260, loss_cls: 0.9102, loss: 0.9102, grad_norm: 7.4348 2020-10-13 13:13:30,175 - mmaction - INFO - Epoch [45][1780/5010] lr: 7.500e-05, eta: 7:55:36, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9344, loss_cls: 0.8570, loss: 0.8570, grad_norm: 7.4796 2020-10-13 13:13:49,682 - mmaction - INFO - Epoch [45][1800/5010] lr: 7.500e-05, eta: 7:55:16, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9167, loss_cls: 0.8515, loss: 0.8515, grad_norm: 7.8015 2020-10-13 13:14:09,378 - mmaction - INFO - Epoch [45][1820/5010] lr: 7.500e-05, eta: 7:54:56, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9333, loss_cls: 0.8196, loss: 0.8196, grad_norm: 7.3895 2020-10-13 13:14:29,580 - mmaction - INFO - Epoch [45][1840/5010] lr: 7.500e-05, eta: 7:54:36, time: 1.012, data_time: 0.005, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9167, loss_cls: 0.9083, loss: 0.9083, grad_norm: 7.6932 2020-10-13 13:14:48,956 - mmaction - INFO - Epoch [45][1860/5010] lr: 7.500e-05, eta: 7:54:15, time: 0.969, data_time: 0.002, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9375, loss_cls: 0.8293, loss: 0.8293, grad_norm: 7.2762 2020-10-13 13:15:09,392 - mmaction - INFO - Epoch [45][1880/5010] lr: 7.500e-05, eta: 7:53:55, time: 1.022, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9167, loss_cls: 0.8837, loss: 0.8837, grad_norm: 7.3656 2020-10-13 13:15:29,216 - mmaction - INFO - Epoch [45][1900/5010] lr: 7.500e-05, eta: 7:53:35, time: 0.991, data_time: 0.002, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9302, loss_cls: 0.8522, loss: 0.8522, grad_norm: 7.4202 2020-10-13 13:15:49,701 - mmaction - INFO - Epoch [45][1920/5010] lr: 7.500e-05, eta: 7:53:15, time: 1.024, data_time: 0.002, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9250, loss_cls: 0.8909, loss: 0.8909, grad_norm: 7.5847 2020-10-13 13:16:08,904 - mmaction - INFO - Epoch [45][1940/5010] lr: 7.500e-05, eta: 7:52:55, time: 0.958, data_time: 0.005, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9333, loss_cls: 0.8348, loss: 0.8348, grad_norm: 7.4524 2020-10-13 13:16:28,580 - mmaction - INFO - Epoch [45][1960/5010] lr: 7.500e-05, eta: 7:52:34, time: 0.985, data_time: 0.006, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9156, loss_cls: 0.9337, loss: 0.9337, grad_norm: 7.8501 2020-10-13 13:16:48,268 - mmaction - INFO - Epoch [45][1980/5010] lr: 7.500e-05, eta: 7:52:14, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9333, loss_cls: 0.8506, loss: 0.8506, grad_norm: 7.4193 2020-10-13 13:17:08,047 - mmaction - INFO - Epoch [45][2000/5010] lr: 7.500e-05, eta: 7:51:54, time: 0.987, data_time: 0.004, memory: 10398, top1_acc: 0.7969, top5_acc: 0.9375, loss_cls: 0.8288, loss: 0.8288, grad_norm: 7.2537 2020-10-13 13:17:27,750 - mmaction - INFO - Epoch [45][2020/5010] lr: 7.500e-05, eta: 7:51:34, time: 0.987, data_time: 0.005, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9292, loss_cls: 0.8858, loss: 0.8858, grad_norm: 7.3699 2020-10-13 13:17:47,505 - mmaction - INFO - Epoch [45][2040/5010] lr: 7.500e-05, eta: 7:51:13, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9469, loss_cls: 0.8093, loss: 0.8093, grad_norm: 7.2902 2020-10-13 13:18:07,239 - mmaction - INFO - Epoch [45][2060/5010] lr: 7.500e-05, eta: 7:50:53, time: 0.985, data_time: 0.004, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9313, loss_cls: 0.8616, loss: 0.8616, grad_norm: 7.3099 2020-10-13 13:18:26,758 - mmaction - INFO - Epoch [45][2080/5010] lr: 7.500e-05, eta: 7:50:33, time: 0.978, data_time: 0.006, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9365, loss_cls: 0.8461, loss: 0.8461, grad_norm: 7.4312 2020-10-13 13:18:46,689 - mmaction - INFO - Epoch [45][2100/5010] lr: 7.500e-05, eta: 7:50:13, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9188, loss_cls: 0.9120, loss: 0.9120, grad_norm: 7.7726 2020-10-13 13:19:06,252 - mmaction - INFO - Epoch [45][2120/5010] lr: 7.500e-05, eta: 7:49:52, time: 0.976, data_time: 0.004, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9302, loss_cls: 0.8138, loss: 0.8138, grad_norm: 7.1257 2020-10-13 13:19:25,973 - mmaction - INFO - Epoch [45][2140/5010] lr: 7.500e-05, eta: 7:49:32, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9219, loss_cls: 0.8879, loss: 0.8879, grad_norm: 7.5090 2020-10-13 13:19:45,844 - mmaction - INFO - Epoch [45][2160/5010] lr: 7.500e-05, eta: 7:49:12, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9198, loss_cls: 0.8737, loss: 0.8737, grad_norm: 7.3216 2020-10-13 13:20:05,544 - mmaction - INFO - Epoch [45][2180/5010] lr: 7.500e-05, eta: 7:48:52, time: 0.985, data_time: 0.004, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9333, loss_cls: 0.8375, loss: 0.8375, grad_norm: 7.4739 2020-10-13 13:20:25,180 - mmaction - INFO - Epoch [45][2200/5010] lr: 7.500e-05, eta: 7:48:31, time: 0.982, data_time: 0.002, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9427, loss_cls: 0.8323, loss: 0.8323, grad_norm: 7.4662 2020-10-13 13:20:45,538 - mmaction - INFO - Epoch [45][2220/5010] lr: 7.500e-05, eta: 7:48:11, time: 1.018, data_time: 0.002, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9219, loss_cls: 0.9017, loss: 0.9017, grad_norm: 7.6360 2020-10-13 13:21:04,974 - mmaction - INFO - Epoch [45][2240/5010] lr: 7.500e-05, eta: 7:47:51, time: 0.970, data_time: 0.004, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9198, loss_cls: 0.9131, loss: 0.9131, grad_norm: 7.6898 2020-10-13 13:21:25,335 - mmaction - INFO - Epoch [45][2260/5010] lr: 7.500e-05, eta: 7:47:31, time: 1.020, data_time: 0.005, memory: 10398, top1_acc: 0.8010, top5_acc: 0.9313, loss_cls: 0.8595, loss: 0.8595, grad_norm: 7.5054 2020-10-13 13:21:44,808 - mmaction - INFO - Epoch [45][2280/5010] lr: 7.500e-05, eta: 7:47:11, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9313, loss_cls: 0.8297, loss: 0.8297, grad_norm: 7.5543 2020-10-13 13:22:05,053 - mmaction - INFO - Epoch [45][2300/5010] lr: 7.500e-05, eta: 7:46:50, time: 1.012, data_time: 0.005, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9354, loss_cls: 0.8720, loss: 0.8720, grad_norm: 7.6978 2020-10-13 13:22:25,154 - mmaction - INFO - Epoch [45][2320/5010] lr: 7.500e-05, eta: 7:46:30, time: 1.005, data_time: 0.002, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9219, loss_cls: 0.9206, loss: 0.9206, grad_norm: 7.4769 2020-10-13 13:22:44,746 - mmaction - INFO - Epoch [45][2340/5010] lr: 7.500e-05, eta: 7:46:10, time: 0.979, data_time: 0.002, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9302, loss_cls: 0.8540, loss: 0.8540, grad_norm: 7.3599 2020-10-13 13:23:05,870 - mmaction - INFO - Epoch [45][2360/5010] lr: 7.500e-05, eta: 7:45:50, time: 1.057, data_time: 0.006, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9188, loss_cls: 0.8653, loss: 0.8653, grad_norm: 7.3714 2020-10-13 13:23:25,117 - mmaction - INFO - Epoch [45][2380/5010] lr: 7.500e-05, eta: 7:45:30, time: 0.962, data_time: 0.002, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9323, loss_cls: 0.8895, loss: 0.8895, grad_norm: 7.7037 2020-10-13 13:23:45,058 - mmaction - INFO - Epoch [45][2400/5010] lr: 7.500e-05, eta: 7:45:09, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9385, loss_cls: 0.8314, loss: 0.8314, grad_norm: 7.3690 2020-10-13 13:24:04,755 - mmaction - INFO - Epoch [45][2420/5010] lr: 7.500e-05, eta: 7:44:49, time: 0.983, data_time: 0.006, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9396, loss_cls: 0.8556, loss: 0.8556, grad_norm: 7.5604 2020-10-13 13:24:24,410 - mmaction - INFO - Epoch [45][2440/5010] lr: 7.500e-05, eta: 7:44:29, time: 0.984, data_time: 0.006, memory: 10398, top1_acc: 0.8021, top5_acc: 0.9240, loss_cls: 0.8472, loss: 0.8472, grad_norm: 7.2980 2020-10-13 13:24:44,407 - mmaction - INFO - Epoch [45][2460/5010] lr: 7.500e-05, eta: 7:44:09, time: 1.000, data_time: 0.002, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9260, loss_cls: 0.8664, loss: 0.8664, grad_norm: 7.5016 2020-10-13 13:25:03,819 - mmaction - INFO - Epoch [45][2480/5010] lr: 7.500e-05, eta: 7:43:48, time: 0.970, data_time: 0.004, memory: 10398, top1_acc: 0.8031, top5_acc: 0.9302, loss_cls: 0.8138, loss: 0.8138, grad_norm: 7.3820 2020-10-13 13:25:24,531 - mmaction - INFO - Epoch [45][2500/5010] lr: 7.500e-05, eta: 7:43:28, time: 1.036, data_time: 0.002, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9062, loss_cls: 0.9891, loss: 0.9891, grad_norm: 8.0343 2020-10-13 13:25:44,216 - mmaction - INFO - Epoch [45][2520/5010] lr: 7.500e-05, eta: 7:43:08, time: 0.984, data_time: 0.002, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9354, loss_cls: 0.8104, loss: 0.8104, grad_norm: 7.5537 2020-10-13 13:26:03,779 - mmaction - INFO - Epoch [45][2540/5010] lr: 7.500e-05, eta: 7:42:48, time: 0.977, data_time: 0.004, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9146, loss_cls: 0.9133, loss: 0.9133, grad_norm: 7.8053 2020-10-13 13:26:24,923 - mmaction - INFO - Epoch [45][2560/5010] lr: 7.500e-05, eta: 7:42:28, time: 1.059, data_time: 0.005, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9313, loss_cls: 0.8566, loss: 0.8566, grad_norm: 7.3775 2020-10-13 13:26:43,683 - mmaction - INFO - Epoch [45][2580/5010] lr: 7.500e-05, eta: 7:42:07, time: 0.938, data_time: 0.002, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9271, loss_cls: 0.8417, loss: 0.8417, grad_norm: 7.3251 2020-10-13 13:27:03,458 - mmaction - INFO - Epoch [45][2600/5010] lr: 7.500e-05, eta: 7:41:47, time: 0.987, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9250, loss_cls: 0.8556, loss: 0.8556, grad_norm: 7.1951 2020-10-13 13:27:25,050 - mmaction - INFO - Epoch [45][2620/5010] lr: 7.500e-05, eta: 7:41:27, time: 1.081, data_time: 0.005, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9323, loss_cls: 0.8345, loss: 0.8345, grad_norm: 7.3349 2020-10-13 13:27:45,341 - mmaction - INFO - Epoch [45][2640/5010] lr: 7.500e-05, eta: 7:41:07, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9313, loss_cls: 0.8178, loss: 0.8178, grad_norm: 7.2411 2020-10-13 13:28:04,657 - mmaction - INFO - Epoch [45][2660/5010] lr: 7.500e-05, eta: 7:40:47, time: 0.967, data_time: 0.005, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9094, loss_cls: 0.9522, loss: 0.9522, grad_norm: 7.8171 2020-10-13 13:28:25,732 - mmaction - INFO - Epoch [45][2680/5010] lr: 7.500e-05, eta: 7:40:27, time: 1.054, data_time: 0.006, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9240, loss_cls: 0.8745, loss: 0.8745, grad_norm: 7.6026 2020-10-13 13:28:45,346 - mmaction - INFO - Epoch [45][2700/5010] lr: 7.500e-05, eta: 7:40:06, time: 0.981, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9240, loss_cls: 0.8455, loss: 0.8455, grad_norm: 7.1976 2020-10-13 13:29:04,664 - mmaction - INFO - Epoch [45][2720/5010] lr: 7.500e-05, eta: 7:39:46, time: 0.964, data_time: 0.004, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9281, loss_cls: 0.8852, loss: 0.8852, grad_norm: 7.8283 2020-10-13 13:29:24,420 - mmaction - INFO - Epoch [45][2740/5010] lr: 7.500e-05, eta: 7:39:26, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9260, loss_cls: 0.8682, loss: 0.8682, grad_norm: 7.4968 2020-10-13 13:29:44,842 - mmaction - INFO - Epoch [45][2760/5010] lr: 7.500e-05, eta: 7:39:06, time: 1.021, data_time: 0.002, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9313, loss_cls: 0.8137, loss: 0.8137, grad_norm: 7.2459 2020-10-13 13:30:04,749 - mmaction - INFO - Epoch [45][2780/5010] lr: 7.500e-05, eta: 7:38:45, time: 0.995, data_time: 0.004, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9292, loss_cls: 0.8177, loss: 0.8177, grad_norm: 7.1138 2020-10-13 13:30:24,748 - mmaction - INFO - Epoch [45][2800/5010] lr: 7.500e-05, eta: 7:38:25, time: 1.000, data_time: 0.002, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9198, loss_cls: 0.9319, loss: 0.9319, grad_norm: 7.6506 2020-10-13 13:30:44,486 - mmaction - INFO - Epoch [45][2820/5010] lr: 7.500e-05, eta: 7:38:05, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9177, loss_cls: 0.9003, loss: 0.9003, grad_norm: 7.5682 2020-10-13 13:31:04,196 - mmaction - INFO - Epoch [45][2840/5010] lr: 7.500e-05, eta: 7:37:45, time: 0.986, data_time: 0.003, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9240, loss_cls: 0.8956, loss: 0.8956, grad_norm: 7.7333 2020-10-13 13:31:24,154 - mmaction - INFO - Epoch [45][2860/5010] lr: 7.500e-05, eta: 7:37:25, time: 0.998, data_time: 0.004, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9260, loss_cls: 0.8403, loss: 0.8403, grad_norm: 7.4534 2020-10-13 13:31:43,957 - mmaction - INFO - Epoch [45][2880/5010] lr: 7.500e-05, eta: 7:37:04, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9375, loss_cls: 0.8195, loss: 0.8195, grad_norm: 7.4078 2020-10-13 13:32:03,860 - mmaction - INFO - Epoch [45][2900/5010] lr: 7.500e-05, eta: 7:36:44, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9406, loss_cls: 0.8036, loss: 0.8036, grad_norm: 7.1556 2020-10-13 13:32:23,390 - mmaction - INFO - Epoch [45][2920/5010] lr: 7.500e-05, eta: 7:36:24, time: 0.979, data_time: 0.006, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9271, loss_cls: 0.8634, loss: 0.8634, grad_norm: 7.6221 2020-10-13 13:32:43,087 - mmaction - INFO - Epoch [45][2940/5010] lr: 7.500e-05, eta: 7:36:04, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9083, loss_cls: 0.9295, loss: 0.9295, grad_norm: 7.6433 2020-10-13 13:33:04,003 - mmaction - INFO - Epoch [45][2960/5010] lr: 7.500e-05, eta: 7:35:44, time: 1.045, data_time: 0.002, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9313, loss_cls: 0.8791, loss: 0.8791, grad_norm: 7.8135 2020-10-13 13:33:24,085 - mmaction - INFO - Epoch [45][2980/5010] lr: 7.500e-05, eta: 7:35:23, time: 1.004, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9219, loss_cls: 0.8812, loss: 0.8812, grad_norm: 7.5415 2020-10-13 13:33:43,812 - mmaction - INFO - Epoch [45][3000/5010] lr: 7.500e-05, eta: 7:35:03, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9333, loss_cls: 0.8339, loss: 0.8339, grad_norm: 7.6434 2020-10-13 13:34:04,536 - mmaction - INFO - Epoch [45][3020/5010] lr: 7.500e-05, eta: 7:34:43, time: 1.035, data_time: 0.004, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9271, loss_cls: 0.8483, loss: 0.8483, grad_norm: 7.3789 2020-10-13 13:34:23,418 - mmaction - INFO - Epoch [45][3040/5010] lr: 7.500e-05, eta: 7:34:23, time: 0.946, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9177, loss_cls: 0.9217, loss: 0.9217, grad_norm: 7.6091 2020-10-13 13:34:43,651 - mmaction - INFO - Epoch [45][3060/5010] lr: 7.500e-05, eta: 7:34:03, time: 1.012, data_time: 0.002, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9302, loss_cls: 0.8458, loss: 0.8458, grad_norm: 7.5366 2020-10-13 13:35:04,199 - mmaction - INFO - Epoch [45][3080/5010] lr: 7.500e-05, eta: 7:33:42, time: 1.027, data_time: 0.006, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9271, loss_cls: 0.8554, loss: 0.8554, grad_norm: 7.2113 2020-10-13 13:35:24,167 - mmaction - INFO - Epoch [45][3100/5010] lr: 7.500e-05, eta: 7:33:22, time: 0.998, data_time: 0.002, memory: 10398, top1_acc: 0.8104, top5_acc: 0.9271, loss_cls: 0.8365, loss: 0.8365, grad_norm: 7.1353 2020-10-13 13:35:43,630 - mmaction - INFO - Epoch [45][3120/5010] lr: 7.500e-05, eta: 7:33:02, time: 0.973, data_time: 0.002, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9229, loss_cls: 0.8638, loss: 0.8638, grad_norm: 7.5907 2020-10-13 13:36:03,328 - mmaction - INFO - Epoch [45][3140/5010] lr: 7.500e-05, eta: 7:32:42, time: 0.983, data_time: 0.004, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9302, loss_cls: 0.8446, loss: 0.8446, grad_norm: 7.4197 2020-10-13 13:36:23,962 - mmaction - INFO - Epoch [45][3160/5010] lr: 7.500e-05, eta: 7:32:22, time: 1.033, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9302, loss_cls: 0.8787, loss: 0.8787, grad_norm: 7.6481 2020-10-13 13:36:44,691 - mmaction - INFO - Epoch [45][3180/5010] lr: 7.500e-05, eta: 7:32:01, time: 1.037, data_time: 0.002, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9365, loss_cls: 0.8765, loss: 0.8765, grad_norm: 7.4084 2020-10-13 13:37:04,657 - mmaction - INFO - Epoch [45][3200/5010] lr: 7.500e-05, eta: 7:31:41, time: 0.995, data_time: 0.004, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9052, loss_cls: 0.9764, loss: 0.9764, grad_norm: 7.6602 2020-10-13 13:37:24,967 - mmaction - INFO - Epoch [45][3220/5010] lr: 7.500e-05, eta: 7:31:21, time: 1.018, data_time: 0.007, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9260, loss_cls: 0.8405, loss: 0.8405, grad_norm: 7.5203 2020-10-13 13:37:44,194 - mmaction - INFO - Epoch [45][3240/5010] lr: 7.500e-05, eta: 7:31:01, time: 0.961, data_time: 0.002, memory: 10398, top1_acc: 0.8146, top5_acc: 0.9333, loss_cls: 0.7751, loss: 0.7751, grad_norm: 7.1045 2020-10-13 13:38:04,554 - mmaction - INFO - Epoch [45][3260/5010] lr: 7.500e-05, eta: 7:30:41, time: 1.017, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9250, loss_cls: 0.8354, loss: 0.8354, grad_norm: 7.3323 2020-10-13 13:38:23,818 - mmaction - INFO - Epoch [45][3280/5010] lr: 7.500e-05, eta: 7:30:20, time: 0.965, data_time: 0.005, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9312, loss_cls: 0.8454, loss: 0.8454, grad_norm: 7.5051 2020-10-13 13:38:43,684 - mmaction - INFO - Epoch [45][3300/5010] lr: 7.500e-05, eta: 7:30:00, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9323, loss_cls: 0.8284, loss: 0.8284, grad_norm: 7.4421 2020-10-13 13:39:03,698 - mmaction - INFO - Epoch [45][3320/5010] lr: 7.500e-05, eta: 7:29:40, time: 0.999, data_time: 0.004, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9271, loss_cls: 0.7784, loss: 0.7784, grad_norm: 7.2067 2020-10-13 13:39:23,604 - mmaction - INFO - Epoch [45][3340/5010] lr: 7.500e-05, eta: 7:29:20, time: 0.997, data_time: 0.006, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9302, loss_cls: 0.8188, loss: 0.8188, grad_norm: 7.4457 2020-10-13 13:39:43,304 - mmaction - INFO - Epoch [45][3360/5010] lr: 7.500e-05, eta: 7:28:59, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9167, loss_cls: 0.9515, loss: 0.9515, grad_norm: 7.8374 2020-10-13 13:40:03,567 - mmaction - INFO - Epoch [45][3380/5010] lr: 7.500e-05, eta: 7:28:39, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9167, loss_cls: 0.8962, loss: 0.8962, grad_norm: 7.6461 2020-10-13 13:40:23,206 - mmaction - INFO - Epoch [45][3400/5010] lr: 7.500e-05, eta: 7:28:19, time: 0.982, data_time: 0.002, memory: 10398, top1_acc: 0.7990, top5_acc: 0.9365, loss_cls: 0.7883, loss: 0.7883, grad_norm: 7.3141 2020-10-13 13:40:44,143 - mmaction - INFO - Epoch [45][3420/5010] lr: 7.500e-05, eta: 7:27:59, time: 1.047, data_time: 0.002, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9188, loss_cls: 0.8667, loss: 0.8667, grad_norm: 7.2197 2020-10-13 13:41:03,255 - mmaction - INFO - Epoch [45][3440/5010] lr: 7.500e-05, eta: 7:27:39, time: 0.956, data_time: 0.002, memory: 10398, top1_acc: 0.7979, top5_acc: 0.9313, loss_cls: 0.7996, loss: 0.7996, grad_norm: 7.0923 2020-10-13 13:41:23,386 - mmaction - INFO - Epoch [45][3460/5010] lr: 7.500e-05, eta: 7:27:18, time: 1.006, data_time: 0.004, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9365, loss_cls: 0.8283, loss: 0.8283, grad_norm: 7.2091 2020-10-13 13:41:43,613 - mmaction - INFO - Epoch [45][3480/5010] lr: 7.500e-05, eta: 7:26:58, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9292, loss_cls: 0.8155, loss: 0.8155, grad_norm: 7.3475 2020-10-13 13:42:03,619 - mmaction - INFO - Epoch [45][3500/5010] lr: 7.500e-05, eta: 7:26:38, time: 0.999, data_time: 0.006, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9302, loss_cls: 0.8403, loss: 0.8403, grad_norm: 7.4016 2020-10-13 13:42:23,458 - mmaction - INFO - Epoch [45][3520/5010] lr: 7.500e-05, eta: 7:26:18, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9312, loss_cls: 0.8543, loss: 0.8543, grad_norm: 7.4537 2020-10-13 13:42:43,227 - mmaction - INFO - Epoch [45][3540/5010] lr: 7.500e-05, eta: 7:25:58, time: 0.989, data_time: 0.002, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9333, loss_cls: 0.8230, loss: 0.8230, grad_norm: 7.2417 2020-10-13 13:43:04,089 - mmaction - INFO - Epoch [45][3560/5010] lr: 7.500e-05, eta: 7:25:38, time: 1.042, data_time: 0.004, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9229, loss_cls: 0.9212, loss: 0.9212, grad_norm: 7.5848 2020-10-13 13:43:23,374 - mmaction - INFO - Epoch [45][3580/5010] lr: 7.500e-05, eta: 7:25:17, time: 0.965, data_time: 0.003, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9240, loss_cls: 0.9213, loss: 0.9213, grad_norm: 7.6975 2020-10-13 13:43:43,600 - mmaction - INFO - Epoch [45][3600/5010] lr: 7.500e-05, eta: 7:24:57, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9208, loss_cls: 0.9392, loss: 0.9392, grad_norm: 7.8634 2020-10-13 13:44:03,320 - mmaction - INFO - Epoch [45][3620/5010] lr: 7.500e-05, eta: 7:24:37, time: 0.985, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9198, loss_cls: 0.9102, loss: 0.9102, grad_norm: 7.7037 2020-10-13 13:44:23,551 - mmaction - INFO - Epoch [45][3640/5010] lr: 7.500e-05, eta: 7:24:17, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9260, loss_cls: 0.8937, loss: 0.8937, grad_norm: 7.6841 2020-10-13 13:44:43,087 - mmaction - INFO - Epoch [45][3660/5010] lr: 7.500e-05, eta: 7:23:56, time: 0.977, data_time: 0.002, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9292, loss_cls: 0.8302, loss: 0.8302, grad_norm: 7.1843 2020-10-13 13:45:03,318 - mmaction - INFO - Epoch [45][3680/5010] lr: 7.500e-05, eta: 7:23:36, time: 1.011, data_time: 0.004, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9333, loss_cls: 0.8581, loss: 0.8581, grad_norm: 7.4273 2020-10-13 13:45:22,872 - mmaction - INFO - Epoch [45][3700/5010] lr: 7.500e-05, eta: 7:23:16, time: 0.978, data_time: 0.002, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9448, loss_cls: 0.7939, loss: 0.7939, grad_norm: 7.2881 2020-10-13 13:45:42,647 - mmaction - INFO - Epoch [45][3720/5010] lr: 7.500e-05, eta: 7:22:56, time: 0.989, data_time: 0.002, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9365, loss_cls: 0.8027, loss: 0.8027, grad_norm: 7.1464 2020-10-13 13:46:03,736 - mmaction - INFO - Epoch [45][3740/5010] lr: 7.500e-05, eta: 7:22:36, time: 1.053, data_time: 0.005, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9292, loss_cls: 0.8456, loss: 0.8456, grad_norm: 7.4293 2020-10-13 13:46:22,902 - mmaction - INFO - Epoch [45][3760/5010] lr: 7.500e-05, eta: 7:22:15, time: 0.960, data_time: 0.005, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9240, loss_cls: 0.8682, loss: 0.8682, grad_norm: 7.4548 2020-10-13 13:46:43,055 - mmaction - INFO - Epoch [45][3780/5010] lr: 7.500e-05, eta: 7:21:55, time: 1.008, data_time: 0.002, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9292, loss_cls: 0.8762, loss: 0.8762, grad_norm: 7.7473 2020-10-13 13:47:03,636 - mmaction - INFO - Epoch [45][3800/5010] lr: 7.500e-05, eta: 7:21:35, time: 1.027, data_time: 0.004, memory: 10398, top1_acc: 0.8031, top5_acc: 0.9354, loss_cls: 0.8031, loss: 0.8031, grad_norm: 7.3391 2020-10-13 13:47:23,615 - mmaction - INFO - Epoch [45][3820/5010] lr: 7.500e-05, eta: 7:21:15, time: 1.001, data_time: 0.006, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9188, loss_cls: 0.9084, loss: 0.9084, grad_norm: 7.4013 2020-10-13 13:47:43,591 - mmaction - INFO - Epoch [45][3840/5010] lr: 7.500e-05, eta: 7:20:55, time: 0.999, data_time: 0.002, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9260, loss_cls: 0.9026, loss: 0.9026, grad_norm: 7.5911 2020-10-13 13:48:04,043 - mmaction - INFO - Epoch [45][3860/5010] lr: 7.500e-05, eta: 7:20:35, time: 1.021, data_time: 0.005, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9333, loss_cls: 0.8429, loss: 0.8429, grad_norm: 7.4518 2020-10-13 13:48:24,753 - mmaction - INFO - Epoch [45][3880/5010] lr: 7.500e-05, eta: 7:20:14, time: 1.037, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9219, loss_cls: 0.9109, loss: 0.9109, grad_norm: 7.7528 2020-10-13 13:48:44,227 - mmaction - INFO - Epoch [45][3900/5010] lr: 7.500e-05, eta: 7:19:54, time: 0.974, data_time: 0.003, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9167, loss_cls: 0.9570, loss: 0.9570, grad_norm: 7.8027 2020-10-13 13:49:03,794 - mmaction - INFO - Epoch [45][3920/5010] lr: 7.500e-05, eta: 7:19:34, time: 0.977, data_time: 0.004, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9219, loss_cls: 0.9173, loss: 0.9173, grad_norm: 7.6157 2020-10-13 13:49:23,590 - mmaction - INFO - Epoch [45][3940/5010] lr: 7.500e-05, eta: 7:19:14, time: 0.991, data_time: 0.005, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9240, loss_cls: 0.8565, loss: 0.8565, grad_norm: 7.4280 2020-10-13 13:49:43,081 - mmaction - INFO - Epoch [45][3960/5010] lr: 7.500e-05, eta: 7:18:53, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9198, loss_cls: 0.8800, loss: 0.8800, grad_norm: 7.4669 2020-10-13 13:50:02,856 - mmaction - INFO - Epoch [45][3980/5010] lr: 7.500e-05, eta: 7:18:33, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9156, loss_cls: 0.9209, loss: 0.9209, grad_norm: 7.6494 2020-10-13 13:50:22,269 - mmaction - INFO - Epoch [45][4000/5010] lr: 7.500e-05, eta: 7:18:13, time: 0.971, data_time: 0.002, memory: 10398, top1_acc: 0.7979, top5_acc: 0.9281, loss_cls: 0.8042, loss: 0.8042, grad_norm: 7.2700 2020-10-13 13:50:42,036 - mmaction - INFO - Epoch [45][4020/5010] lr: 7.500e-05, eta: 7:17:53, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9187, loss_cls: 0.8999, loss: 0.8999, grad_norm: 7.4592 2020-10-13 13:51:01,998 - mmaction - INFO - Epoch [45][4040/5010] lr: 7.500e-05, eta: 7:17:32, time: 0.996, data_time: 0.004, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9292, loss_cls: 0.8562, loss: 0.8562, grad_norm: 7.4993 2020-10-13 13:51:21,715 - mmaction - INFO - Epoch [45][4060/5010] lr: 7.500e-05, eta: 7:17:12, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9375, loss_cls: 0.7841, loss: 0.7841, grad_norm: 7.2584 2020-10-13 13:51:41,425 - mmaction - INFO - Epoch [45][4080/5010] lr: 7.500e-05, eta: 7:16:52, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9073, loss_cls: 0.9650, loss: 0.9650, grad_norm: 7.6081 2020-10-13 13:52:00,697 - mmaction - INFO - Epoch [45][4100/5010] lr: 7.500e-05, eta: 7:16:32, time: 0.964, data_time: 0.002, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9365, loss_cls: 0.8517, loss: 0.8517, grad_norm: 7.3580 2020-10-13 13:52:20,876 - mmaction - INFO - Epoch [45][4120/5010] lr: 7.500e-05, eta: 7:16:12, time: 1.009, data_time: 0.002, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9146, loss_cls: 0.9277, loss: 0.9277, grad_norm: 7.5775 2020-10-13 13:52:40,142 - mmaction - INFO - Epoch [45][4140/5010] lr: 7.500e-05, eta: 7:15:51, time: 0.963, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9344, loss_cls: 0.8660, loss: 0.8660, grad_norm: 7.5964 2020-10-13 13:52:59,455 - mmaction - INFO - Epoch [45][4160/5010] lr: 7.500e-05, eta: 7:15:31, time: 0.964, data_time: 0.006, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9135, loss_cls: 0.9480, loss: 0.9480, grad_norm: 7.9188 2020-10-13 13:53:19,290 - mmaction - INFO - Epoch [45][4180/5010] lr: 7.500e-05, eta: 7:15:11, time: 0.994, data_time: 0.006, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9177, loss_cls: 0.8951, loss: 0.8951, grad_norm: 7.6006 2020-10-13 13:53:38,616 - mmaction - INFO - Epoch [45][4200/5010] lr: 7.500e-05, eta: 7:14:50, time: 0.964, data_time: 0.004, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9365, loss_cls: 0.8592, loss: 0.8592, grad_norm: 7.4591 2020-10-13 13:53:57,892 - mmaction - INFO - Epoch [45][4220/5010] lr: 7.500e-05, eta: 7:14:30, time: 0.966, data_time: 0.006, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9292, loss_cls: 0.8290, loss: 0.8290, grad_norm: 7.1530 2020-10-13 13:54:18,191 - mmaction - INFO - Epoch [45][4240/5010] lr: 7.500e-05, eta: 7:14:10, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9271, loss_cls: 0.8331, loss: 0.8331, grad_norm: 7.2363 2020-10-13 13:54:37,452 - mmaction - INFO - Epoch [45][4260/5010] lr: 7.500e-05, eta: 7:13:50, time: 0.965, data_time: 0.006, memory: 10398, top1_acc: 0.8031, top5_acc: 0.9396, loss_cls: 0.7656, loss: 0.7656, grad_norm: 7.1456 2020-10-13 13:54:56,818 - mmaction - INFO - Epoch [45][4280/5010] lr: 7.500e-05, eta: 7:13:29, time: 0.967, data_time: 0.004, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9208, loss_cls: 0.9224, loss: 0.9224, grad_norm: 7.5407 2020-10-13 13:55:16,558 - mmaction - INFO - Epoch [45][4300/5010] lr: 7.500e-05, eta: 7:13:09, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9313, loss_cls: 0.8935, loss: 0.8935, grad_norm: 7.7747 2020-10-13 13:55:36,075 - mmaction - INFO - Epoch [45][4320/5010] lr: 7.500e-05, eta: 7:12:49, time: 0.974, data_time: 0.005, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9198, loss_cls: 0.9326, loss: 0.9326, grad_norm: 7.6864 2020-10-13 13:55:55,355 - mmaction - INFO - Epoch [45][4340/5010] lr: 7.500e-05, eta: 7:12:29, time: 0.966, data_time: 0.006, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9333, loss_cls: 0.8317, loss: 0.8317, grad_norm: 7.4363 2020-10-13 13:56:15,111 - mmaction - INFO - Epoch [45][4360/5010] lr: 7.500e-05, eta: 7:12:09, time: 0.986, data_time: 0.004, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9313, loss_cls: 0.8272, loss: 0.8272, grad_norm: 6.9961 2020-10-13 13:56:34,327 - mmaction - INFO - Epoch [45][4380/5010] lr: 7.500e-05, eta: 7:11:48, time: 0.962, data_time: 0.005, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9385, loss_cls: 0.8456, loss: 0.8456, grad_norm: 7.4291 2020-10-13 13:56:54,158 - mmaction - INFO - Epoch [45][4400/5010] lr: 7.500e-05, eta: 7:11:28, time: 0.992, data_time: 0.002, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9260, loss_cls: 0.8490, loss: 0.8490, grad_norm: 7.2482 2020-10-13 13:57:13,343 - mmaction - INFO - Epoch [45][4420/5010] lr: 7.500e-05, eta: 7:11:08, time: 0.958, data_time: 0.004, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9250, loss_cls: 0.8521, loss: 0.8521, grad_norm: 7.5094 2020-10-13 13:57:32,892 - mmaction - INFO - Epoch [45][4440/5010] lr: 7.500e-05, eta: 7:10:47, time: 0.978, data_time: 0.004, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9281, loss_cls: 0.8670, loss: 0.8670, grad_norm: 7.5047 2020-10-13 13:57:53,015 - mmaction - INFO - Epoch [45][4460/5010] lr: 7.500e-05, eta: 7:10:27, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9240, loss_cls: 0.8451, loss: 0.8451, grad_norm: 7.4836 2020-10-13 13:58:12,867 - mmaction - INFO - Epoch [45][4480/5010] lr: 7.500e-05, eta: 7:10:07, time: 0.991, data_time: 0.004, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9292, loss_cls: 0.8733, loss: 0.8733, grad_norm: 7.4919 2020-10-13 13:58:32,740 - mmaction - INFO - Epoch [45][4500/5010] lr: 7.500e-05, eta: 7:09:47, time: 0.995, data_time: 0.006, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9083, loss_cls: 0.8974, loss: 0.8974, grad_norm: 7.5510 2020-10-13 13:58:51,911 - mmaction - INFO - Epoch [45][4520/5010] lr: 7.500e-05, eta: 7:09:27, time: 0.958, data_time: 0.002, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9260, loss_cls: 0.8865, loss: 0.8865, grad_norm: 7.2975 2020-10-13 13:59:11,350 - mmaction - INFO - Epoch [45][4540/5010] lr: 7.500e-05, eta: 7:09:06, time: 0.971, data_time: 0.004, memory: 10398, top1_acc: 0.7969, top5_acc: 0.9250, loss_cls: 0.8572, loss: 0.8572, grad_norm: 7.4385 2020-10-13 13:59:31,361 - mmaction - INFO - Epoch [45][4560/5010] lr: 7.500e-05, eta: 7:08:46, time: 1.002, data_time: 0.006, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9260, loss_cls: 0.9099, loss: 0.9099, grad_norm: 7.8480 2020-10-13 13:59:50,649 - mmaction - INFO - Epoch [45][4580/5010] lr: 7.500e-05, eta: 7:08:26, time: 0.964, data_time: 0.002, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9281, loss_cls: 0.8979, loss: 0.8979, grad_norm: 7.6271 2020-10-13 14:00:15,045 - mmaction - INFO - Epoch [45][4600/5010] lr: 7.500e-05, eta: 7:08:06, time: 1.208, data_time: 0.017, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9448, loss_cls: 0.8093, loss: 0.8093, grad_norm: 7.4581 2020-10-13 14:00:33,296 - mmaction - INFO - Epoch [45][4620/5010] lr: 7.500e-05, eta: 7:07:46, time: 0.924, data_time: 0.023, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9365, loss_cls: 0.8152, loss: 0.8152, grad_norm: 7.2096 2020-10-13 14:00:53,371 - mmaction - INFO - Epoch [45][4640/5010] lr: 7.500e-05, eta: 7:07:26, time: 1.004, data_time: 0.003, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9177, loss_cls: 0.9110, loss: 0.9110, grad_norm: 7.6559 2020-10-13 14:01:13,420 - mmaction - INFO - Epoch [45][4660/5010] lr: 7.500e-05, eta: 7:07:05, time: 1.000, data_time: 0.005, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9177, loss_cls: 0.8961, loss: 0.8961, grad_norm: 7.5914 2020-10-13 14:01:33,209 - mmaction - INFO - Epoch [45][4680/5010] lr: 7.500e-05, eta: 7:06:45, time: 0.992, data_time: 0.006, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9229, loss_cls: 0.8270, loss: 0.8270, grad_norm: 7.4163 2020-10-13 14:01:52,349 - mmaction - INFO - Epoch [45][4700/5010] lr: 7.500e-05, eta: 7:06:25, time: 0.957, data_time: 0.002, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9271, loss_cls: 0.8486, loss: 0.8486, grad_norm: 7.4162 2020-10-13 14:02:12,316 - mmaction - INFO - Epoch [45][4720/5010] lr: 7.500e-05, eta: 7:06:05, time: 0.997, data_time: 0.004, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9177, loss_cls: 0.9231, loss: 0.9231, grad_norm: 7.7801 2020-10-13 14:02:32,214 - mmaction - INFO - Epoch [45][4740/5010] lr: 7.500e-05, eta: 7:05:44, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9292, loss_cls: 0.8949, loss: 0.8949, grad_norm: 7.6586 2020-10-13 14:02:52,869 - mmaction - INFO - Epoch [45][4760/5010] lr: 7.500e-05, eta: 7:05:24, time: 1.033, data_time: 0.002, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9250, loss_cls: 0.8666, loss: 0.8666, grad_norm: 7.7026 2020-10-13 14:03:12,724 - mmaction - INFO - Epoch [45][4780/5010] lr: 7.500e-05, eta: 7:05:04, time: 0.993, data_time: 0.006, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9281, loss_cls: 0.8695, loss: 0.8695, grad_norm: 7.4754 2020-10-13 14:03:32,979 - mmaction - INFO - Epoch [45][4800/5010] lr: 7.500e-05, eta: 7:04:44, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9250, loss_cls: 0.8604, loss: 0.8604, grad_norm: 7.2765 2020-10-13 14:03:53,189 - mmaction - INFO - Epoch [45][4820/5010] lr: 7.500e-05, eta: 7:04:24, time: 1.012, data_time: 0.006, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9281, loss_cls: 0.8692, loss: 0.8692, grad_norm: 7.5596 2020-10-13 14:04:12,501 - mmaction - INFO - Epoch [45][4840/5010] lr: 7.500e-05, eta: 7:04:03, time: 0.964, data_time: 0.004, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9271, loss_cls: 0.8707, loss: 0.8707, grad_norm: 7.5609 2020-10-13 14:04:32,723 - mmaction - INFO - Epoch [45][4860/5010] lr: 7.500e-05, eta: 7:03:43, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9260, loss_cls: 0.8080, loss: 0.8080, grad_norm: 7.1772 2020-10-13 14:04:52,237 - mmaction - INFO - Epoch [45][4880/5010] lr: 7.500e-05, eta: 7:03:23, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.8083, top5_acc: 0.9354, loss_cls: 0.7970, loss: 0.7970, grad_norm: 7.0794 2020-10-13 14:05:12,040 - mmaction - INFO - Epoch [45][4900/5010] lr: 7.500e-05, eta: 7:03:03, time: 0.990, data_time: 0.005, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9417, loss_cls: 0.7906, loss: 0.7906, grad_norm: 7.1748 2020-10-13 14:05:31,959 - mmaction - INFO - Epoch [45][4920/5010] lr: 7.500e-05, eta: 7:02:43, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9260, loss_cls: 0.8856, loss: 0.8856, grad_norm: 7.4547 2020-10-13 14:05:51,376 - mmaction - INFO - Epoch [45][4940/5010] lr: 7.500e-05, eta: 7:02:22, time: 0.973, data_time: 0.005, memory: 10398, top1_acc: 0.8021, top5_acc: 0.9375, loss_cls: 0.7844, loss: 0.7844, grad_norm: 7.1868 2020-10-13 14:06:11,301 - mmaction - INFO - Epoch [45][4960/5010] lr: 7.500e-05, eta: 7:02:02, time: 0.994, data_time: 0.004, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9292, loss_cls: 0.8491, loss: 0.8491, grad_norm: 7.2717 2020-10-13 14:06:30,578 - mmaction - INFO - Epoch [45][4980/5010] lr: 7.500e-05, eta: 7:01:42, time: 0.966, data_time: 0.006, memory: 10398, top1_acc: 0.8010, top5_acc: 0.9292, loss_cls: 0.8232, loss: 0.8232, grad_norm: 7.1152 2020-10-13 14:06:51,096 - mmaction - INFO - Epoch [45][5000/5010] lr: 7.500e-05, eta: 7:01:22, time: 1.026, data_time: 0.002, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9323, loss_cls: 0.8239, loss: 0.8239, grad_norm: 7.3358 2020-10-13 14:07:01,130 - mmaction - INFO - Saving checkpoint at 45 epochs 2020-10-13 14:07:32,441 - mmaction - INFO - Epoch [46][20/5010] lr: 7.500e-05, eta: 7:00:51, time: 1.513, data_time: 0.655, memory: 10398, top1_acc: 0.8073, top5_acc: 0.9396, loss_cls: 0.7526, loss: 0.7526, grad_norm: 7.1834 2020-10-13 14:07:50,356 - mmaction - INFO - Epoch [46][40/5010] lr: 7.500e-05, eta: 7:00:31, time: 0.896, data_time: 0.003, memory: 10398, top1_acc: 0.8042, top5_acc: 0.9312, loss_cls: 0.7908, loss: 0.7908, grad_norm: 7.1398 2020-10-13 14:08:09,613 - mmaction - INFO - Epoch [46][60/5010] lr: 7.500e-05, eta: 7:00:11, time: 0.962, data_time: 0.005, memory: 10398, top1_acc: 0.7969, top5_acc: 0.9365, loss_cls: 0.7989, loss: 0.7989, grad_norm: 7.1890 2020-10-13 14:08:28,609 - mmaction - INFO - Epoch [46][80/5010] lr: 7.500e-05, eta: 6:59:50, time: 0.951, data_time: 0.004, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9250, loss_cls: 0.8884, loss: 0.8884, grad_norm: 7.3669 2020-10-13 14:08:48,149 - mmaction - INFO - Epoch [46][100/5010] lr: 7.500e-05, eta: 6:59:30, time: 0.977, data_time: 0.003, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9052, loss_cls: 0.9301, loss: 0.9301, grad_norm: 7.6908 2020-10-13 14:09:07,772 - mmaction - INFO - Epoch [46][120/5010] lr: 7.500e-05, eta: 6:59:10, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9208, loss_cls: 0.8380, loss: 0.8380, grad_norm: 7.3019 2020-10-13 14:09:27,139 - mmaction - INFO - Epoch [46][140/5010] lr: 7.500e-05, eta: 6:58:50, time: 0.971, data_time: 0.007, memory: 10398, top1_acc: 0.7969, top5_acc: 0.9260, loss_cls: 0.8129, loss: 0.8129, grad_norm: 7.1903 2020-10-13 14:09:46,488 - mmaction - INFO - Epoch [46][160/5010] lr: 7.500e-05, eta: 6:58:29, time: 0.968, data_time: 0.003, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9104, loss_cls: 0.9227, loss: 0.9227, grad_norm: 7.5986 2020-10-13 14:10:06,265 - mmaction - INFO - Epoch [46][180/5010] lr: 7.500e-05, eta: 6:58:09, time: 0.989, data_time: 0.006, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9333, loss_cls: 0.8096, loss: 0.8096, grad_norm: 7.6602 2020-10-13 14:10:25,630 - mmaction - INFO - Epoch [46][200/5010] lr: 7.500e-05, eta: 6:57:49, time: 0.969, data_time: 0.002, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9229, loss_cls: 0.8999, loss: 0.8999, grad_norm: 7.7695 2020-10-13 14:10:45,120 - mmaction - INFO - Epoch [46][220/5010] lr: 7.500e-05, eta: 6:57:29, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9323, loss_cls: 0.8436, loss: 0.8436, grad_norm: 7.4121 2020-10-13 14:11:06,161 - mmaction - INFO - Epoch [46][240/5010] lr: 7.500e-05, eta: 6:57:09, time: 1.050, data_time: 0.005, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9219, loss_cls: 0.8888, loss: 0.8888, grad_norm: 7.4563 2020-10-13 14:11:25,259 - mmaction - INFO - Epoch [46][260/5010] lr: 7.500e-05, eta: 6:56:48, time: 0.957, data_time: 0.005, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9260, loss_cls: 0.8239, loss: 0.8239, grad_norm: 7.3079 2020-10-13 14:11:44,508 - mmaction - INFO - Epoch [46][280/5010] lr: 7.500e-05, eta: 6:56:28, time: 0.962, data_time: 0.002, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9229, loss_cls: 0.8723, loss: 0.8723, grad_norm: 7.4897 2020-10-13 14:12:04,053 - mmaction - INFO - Epoch [46][300/5010] lr: 7.500e-05, eta: 6:56:08, time: 0.975, data_time: 0.004, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9219, loss_cls: 0.8556, loss: 0.8556, grad_norm: 7.2115 2020-10-13 14:12:23,832 - mmaction - INFO - Epoch [46][320/5010] lr: 7.500e-05, eta: 6:55:48, time: 0.991, data_time: 0.005, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9198, loss_cls: 0.9035, loss: 0.9035, grad_norm: 7.5015 2020-10-13 14:12:43,696 - mmaction - INFO - Epoch [46][340/5010] lr: 7.500e-05, eta: 6:55:27, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9333, loss_cls: 0.8381, loss: 0.8381, grad_norm: 7.3808 2020-10-13 14:13:03,053 - mmaction - INFO - Epoch [46][360/5010] lr: 7.500e-05, eta: 6:55:07, time: 0.968, data_time: 0.007, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9323, loss_cls: 0.8211, loss: 0.8211, grad_norm: 7.0677 2020-10-13 14:13:23,024 - mmaction - INFO - Epoch [46][380/5010] lr: 7.500e-05, eta: 6:54:47, time: 0.999, data_time: 0.002, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9187, loss_cls: 0.9129, loss: 0.9129, grad_norm: 7.7082 2020-10-13 14:13:42,871 - mmaction - INFO - Epoch [46][400/5010] lr: 7.500e-05, eta: 6:54:27, time: 0.992, data_time: 0.002, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9323, loss_cls: 0.8577, loss: 0.8577, grad_norm: 7.4472 2020-10-13 14:14:02,296 - mmaction - INFO - Epoch [46][420/5010] lr: 7.500e-05, eta: 6:54:06, time: 0.968, data_time: 0.004, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9135, loss_cls: 0.9210, loss: 0.9210, grad_norm: 7.6919 2020-10-13 14:14:22,183 - mmaction - INFO - Epoch [46][440/5010] lr: 7.500e-05, eta: 6:53:46, time: 0.997, data_time: 0.007, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9125, loss_cls: 0.9170, loss: 0.9170, grad_norm: 7.7043 2020-10-13 14:14:41,433 - mmaction - INFO - Epoch [46][460/5010] lr: 7.500e-05, eta: 6:53:26, time: 0.963, data_time: 0.002, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9260, loss_cls: 0.8818, loss: 0.8818, grad_norm: 7.2870 2020-10-13 14:15:01,151 - mmaction - INFO - Epoch [46][480/5010] lr: 7.500e-05, eta: 6:53:06, time: 0.984, data_time: 0.004, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9333, loss_cls: 0.8026, loss: 0.8026, grad_norm: 7.0550 2020-10-13 14:15:20,670 - mmaction - INFO - Epoch [46][500/5010] lr: 7.500e-05, eta: 6:52:45, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9146, loss_cls: 0.9359, loss: 0.9359, grad_norm: 7.5578 2020-10-13 14:15:40,800 - mmaction - INFO - Epoch [46][520/5010] lr: 7.500e-05, eta: 6:52:25, time: 1.005, data_time: 0.004, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9156, loss_cls: 0.9322, loss: 0.9322, grad_norm: 7.6573 2020-10-13 14:16:00,442 - mmaction - INFO - Epoch [46][540/5010] lr: 7.500e-05, eta: 6:52:05, time: 0.984, data_time: 0.006, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9292, loss_cls: 0.8787, loss: 0.8787, grad_norm: 7.4539 2020-10-13 14:16:20,268 - mmaction - INFO - Epoch [46][560/5010] lr: 7.500e-05, eta: 6:51:45, time: 0.990, data_time: 0.004, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9323, loss_cls: 0.8416, loss: 0.8416, grad_norm: 7.3305 2020-10-13 14:16:40,104 - mmaction - INFO - Epoch [46][580/5010] lr: 7.500e-05, eta: 6:51:25, time: 0.994, data_time: 0.006, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9354, loss_cls: 0.8282, loss: 0.8282, grad_norm: 7.3807 2020-10-13 14:16:59,929 - mmaction - INFO - Epoch [46][600/5010] lr: 7.500e-05, eta: 6:51:04, time: 0.990, data_time: 0.005, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9302, loss_cls: 0.8371, loss: 0.8371, grad_norm: 7.3501 2020-10-13 14:17:19,728 - mmaction - INFO - Epoch [46][620/5010] lr: 7.500e-05, eta: 6:50:44, time: 0.990, data_time: 0.005, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9250, loss_cls: 0.9380, loss: 0.9380, grad_norm: 7.8253 2020-10-13 14:17:39,232 - mmaction - INFO - Epoch [46][640/5010] lr: 7.500e-05, eta: 6:50:24, time: 0.974, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9187, loss_cls: 0.8764, loss: 0.8764, grad_norm: 7.3580 2020-10-13 14:17:58,618 - mmaction - INFO - Epoch [46][660/5010] lr: 7.500e-05, eta: 6:50:04, time: 0.971, data_time: 0.005, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9135, loss_cls: 0.8715, loss: 0.8715, grad_norm: 7.3780 2020-10-13 14:18:18,546 - mmaction - INFO - Epoch [46][680/5010] lr: 7.500e-05, eta: 6:49:43, time: 0.994, data_time: 0.004, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9188, loss_cls: 0.9024, loss: 0.9024, grad_norm: 7.5846 2020-10-13 14:18:38,342 - mmaction - INFO - Epoch [46][700/5010] lr: 7.500e-05, eta: 6:49:23, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9229, loss_cls: 0.8912, loss: 0.8912, grad_norm: 7.3220 2020-10-13 14:18:58,028 - mmaction - INFO - Epoch [46][720/5010] lr: 7.500e-05, eta: 6:49:03, time: 0.982, data_time: 0.004, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9281, loss_cls: 0.8722, loss: 0.8722, grad_norm: 7.6310 2020-10-13 14:19:17,453 - mmaction - INFO - Epoch [46][740/5010] lr: 7.500e-05, eta: 6:48:43, time: 0.973, data_time: 0.006, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9156, loss_cls: 0.8907, loss: 0.8907, grad_norm: 7.5864 2020-10-13 14:19:37,529 - mmaction - INFO - Epoch [46][760/5010] lr: 7.500e-05, eta: 6:48:23, time: 1.002, data_time: 0.004, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9250, loss_cls: 0.8820, loss: 0.8820, grad_norm: 7.4864 2020-10-13 14:19:56,852 - mmaction - INFO - Epoch [46][780/5010] lr: 7.500e-05, eta: 6:48:02, time: 0.968, data_time: 0.005, memory: 10398, top1_acc: 0.7687, top5_acc: 0.9167, loss_cls: 0.9010, loss: 0.9010, grad_norm: 7.6890 2020-10-13 14:20:16,633 - mmaction - INFO - Epoch [46][800/5010] lr: 7.500e-05, eta: 6:47:42, time: 0.987, data_time: 0.004, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9250, loss_cls: 0.9097, loss: 0.9097, grad_norm: 7.7114 2020-10-13 14:20:36,061 - mmaction - INFO - Epoch [46][820/5010] lr: 7.500e-05, eta: 6:47:22, time: 0.973, data_time: 0.005, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9198, loss_cls: 0.9186, loss: 0.9186, grad_norm: 7.8710 2020-10-13 14:20:56,570 - mmaction - INFO - Epoch [46][840/5010] lr: 7.500e-05, eta: 6:47:02, time: 1.023, data_time: 0.004, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9188, loss_cls: 0.8970, loss: 0.8970, grad_norm: 7.6146 2020-10-13 14:21:16,754 - mmaction - INFO - Epoch [46][860/5010] lr: 7.500e-05, eta: 6:46:42, time: 1.010, data_time: 0.006, memory: 10398, top1_acc: 0.8063, top5_acc: 0.9323, loss_cls: 0.7765, loss: 0.7765, grad_norm: 6.8604 2020-10-13 14:21:35,895 - mmaction - INFO - Epoch [46][880/5010] lr: 7.500e-05, eta: 6:46:21, time: 0.956, data_time: 0.006, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9396, loss_cls: 0.7897, loss: 0.7897, grad_norm: 6.9112 2020-10-13 14:21:55,821 - mmaction - INFO - Epoch [46][900/5010] lr: 7.500e-05, eta: 6:46:01, time: 0.998, data_time: 0.006, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9281, loss_cls: 0.8526, loss: 0.8526, grad_norm: 7.6315 2020-10-13 14:22:15,342 - mmaction - INFO - Epoch [46][920/5010] lr: 7.500e-05, eta: 6:45:41, time: 0.976, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9229, loss_cls: 0.9041, loss: 0.9041, grad_norm: 7.6878 2020-10-13 14:22:35,316 - mmaction - INFO - Epoch [46][940/5010] lr: 7.500e-05, eta: 6:45:21, time: 0.999, data_time: 0.004, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9240, loss_cls: 0.8770, loss: 0.8770, grad_norm: 7.6114 2020-10-13 14:22:54,788 - mmaction - INFO - Epoch [46][960/5010] lr: 7.500e-05, eta: 6:45:00, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9292, loss_cls: 0.8646, loss: 0.8646, grad_norm: 7.6404 2020-10-13 14:23:14,454 - mmaction - INFO - Epoch [46][980/5010] lr: 7.500e-05, eta: 6:44:40, time: 0.982, data_time: 0.005, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9323, loss_cls: 0.8719, loss: 0.8719, grad_norm: 7.5353 2020-10-13 14:23:34,133 - mmaction - INFO - Epoch [46][1000/5010] lr: 7.500e-05, eta: 6:44:20, time: 0.986, data_time: 0.006, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9198, loss_cls: 0.9259, loss: 0.9259, grad_norm: 7.8764 2020-10-13 14:23:53,939 - mmaction - INFO - Epoch [46][1020/5010] lr: 7.500e-05, eta: 6:44:00, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9312, loss_cls: 0.8409, loss: 0.8409, grad_norm: 7.0247 2020-10-13 14:24:13,585 - mmaction - INFO - Epoch [46][1040/5010] lr: 7.500e-05, eta: 6:43:39, time: 0.981, data_time: 0.004, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9146, loss_cls: 0.9407, loss: 0.9407, grad_norm: 7.7413 2020-10-13 14:24:33,638 - mmaction - INFO - Epoch [46][1060/5010] lr: 7.500e-05, eta: 6:43:19, time: 1.004, data_time: 0.005, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9208, loss_cls: 0.9163, loss: 0.9163, grad_norm: 7.5922 2020-10-13 14:24:53,269 - mmaction - INFO - Epoch [46][1080/5010] lr: 7.500e-05, eta: 6:42:59, time: 0.981, data_time: 0.002, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9344, loss_cls: 0.8464, loss: 0.8464, grad_norm: 7.4479 2020-10-13 14:25:13,300 - mmaction - INFO - Epoch [46][1100/5010] lr: 7.500e-05, eta: 6:42:39, time: 1.000, data_time: 0.005, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9208, loss_cls: 0.8535, loss: 0.8535, grad_norm: 7.8059 2020-10-13 14:25:33,210 - mmaction - INFO - Epoch [46][1120/5010] lr: 7.500e-05, eta: 6:42:19, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9260, loss_cls: 0.8085, loss: 0.8085, grad_norm: 7.1171 2020-10-13 14:25:53,375 - mmaction - INFO - Epoch [46][1140/5010] lr: 7.500e-05, eta: 6:41:58, time: 1.008, data_time: 0.002, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9115, loss_cls: 0.9217, loss: 0.9217, grad_norm: 7.6584 2020-10-13 14:26:12,835 - mmaction - INFO - Epoch [46][1160/5010] lr: 7.500e-05, eta: 6:41:38, time: 0.970, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9250, loss_cls: 0.8838, loss: 0.8838, grad_norm: 7.5635 2020-10-13 14:26:32,907 - mmaction - INFO - Epoch [46][1180/5010] lr: 7.500e-05, eta: 6:41:18, time: 1.003, data_time: 0.007, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9271, loss_cls: 0.8801, loss: 0.8801, grad_norm: 7.4673 2020-10-13 14:26:52,524 - mmaction - INFO - Epoch [46][1200/5010] lr: 7.500e-05, eta: 6:40:58, time: 0.984, data_time: 0.005, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9188, loss_cls: 0.8998, loss: 0.8998, grad_norm: 7.8292 2020-10-13 14:27:12,352 - mmaction - INFO - Epoch [46][1220/5010] lr: 7.500e-05, eta: 6:40:38, time: 0.990, data_time: 0.004, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9406, loss_cls: 0.7922, loss: 0.7922, grad_norm: 7.1158 2020-10-13 14:27:31,998 - mmaction - INFO - Epoch [46][1240/5010] lr: 7.500e-05, eta: 6:40:17, time: 0.984, data_time: 0.006, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9312, loss_cls: 0.8672, loss: 0.8672, grad_norm: 7.4442 2020-10-13 14:27:51,601 - mmaction - INFO - Epoch [46][1260/5010] lr: 7.500e-05, eta: 6:39:57, time: 0.981, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9208, loss_cls: 0.9553, loss: 0.9553, grad_norm: 8.1240 2020-10-13 14:28:11,587 - mmaction - INFO - Epoch [46][1280/5010] lr: 7.500e-05, eta: 6:39:37, time: 0.998, data_time: 0.004, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9281, loss_cls: 0.8579, loss: 0.8579, grad_norm: 7.4912 2020-10-13 14:28:30,939 - mmaction - INFO - Epoch [46][1300/5010] lr: 7.500e-05, eta: 6:39:17, time: 0.969, data_time: 0.005, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9208, loss_cls: 0.9224, loss: 0.9224, grad_norm: 7.6671 2020-10-13 14:28:51,206 - mmaction - INFO - Epoch [46][1320/5010] lr: 7.500e-05, eta: 6:38:57, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9365, loss_cls: 0.8239, loss: 0.8239, grad_norm: 7.4896 2020-10-13 14:29:10,411 - mmaction - INFO - Epoch [46][1340/5010] lr: 7.500e-05, eta: 6:38:36, time: 0.959, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9333, loss_cls: 0.8526, loss: 0.8526, grad_norm: 7.7022 2020-10-13 14:29:30,524 - mmaction - INFO - Epoch [46][1360/5010] lr: 7.500e-05, eta: 6:38:16, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9250, loss_cls: 0.9049, loss: 0.9049, grad_norm: 7.7313 2020-10-13 14:29:50,094 - mmaction - INFO - Epoch [46][1380/5010] lr: 7.500e-05, eta: 6:37:56, time: 0.980, data_time: 0.003, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9354, loss_cls: 0.7990, loss: 0.7990, grad_norm: 7.2504 2020-10-13 14:30:09,569 - mmaction - INFO - Epoch [46][1400/5010] lr: 7.500e-05, eta: 6:37:36, time: 0.972, data_time: 0.004, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9260, loss_cls: 0.8703, loss: 0.8703, grad_norm: 7.2033 2020-10-13 14:30:29,189 - mmaction - INFO - Epoch [46][1420/5010] lr: 7.500e-05, eta: 6:37:15, time: 0.983, data_time: 0.003, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9271, loss_cls: 0.9176, loss: 0.9176, grad_norm: 7.7502 2020-10-13 14:30:49,784 - mmaction - INFO - Epoch [46][1440/5010] lr: 7.500e-05, eta: 6:36:55, time: 1.030, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9313, loss_cls: 0.8514, loss: 0.8514, grad_norm: 7.5452 2020-10-13 14:31:09,809 - mmaction - INFO - Epoch [46][1460/5010] lr: 7.500e-05, eta: 6:36:35, time: 1.000, data_time: 0.004, memory: 10398, top1_acc: 0.8042, top5_acc: 0.9385, loss_cls: 0.7953, loss: 0.7953, grad_norm: 7.0759 2020-10-13 14:31:29,760 - mmaction - INFO - Epoch [46][1480/5010] lr: 7.500e-05, eta: 6:36:15, time: 0.999, data_time: 0.005, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9292, loss_cls: 0.8117, loss: 0.8117, grad_norm: 7.3018 2020-10-13 14:31:49,495 - mmaction - INFO - Epoch [46][1500/5010] lr: 7.500e-05, eta: 6:35:55, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9354, loss_cls: 0.8203, loss: 0.8203, grad_norm: 7.4659 2020-10-13 14:32:09,142 - mmaction - INFO - Epoch [46][1520/5010] lr: 7.500e-05, eta: 6:35:34, time: 0.981, data_time: 0.004, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9333, loss_cls: 0.8459, loss: 0.8459, grad_norm: 7.3029 2020-10-13 14:32:28,874 - mmaction - INFO - Epoch [46][1540/5010] lr: 7.500e-05, eta: 6:35:14, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9375, loss_cls: 0.8420, loss: 0.8420, grad_norm: 7.3788 2020-10-13 14:32:48,702 - mmaction - INFO - Epoch [46][1560/5010] lr: 7.500e-05, eta: 6:34:54, time: 0.991, data_time: 0.002, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9167, loss_cls: 0.9414, loss: 0.9414, grad_norm: 7.8300 2020-10-13 14:33:08,584 - mmaction - INFO - Epoch [46][1580/5010] lr: 7.500e-05, eta: 6:34:34, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.7938, top5_acc: 0.9385, loss_cls: 0.7714, loss: 0.7714, grad_norm: 7.0360 2020-10-13 14:33:28,256 - mmaction - INFO - Epoch [46][1600/5010] lr: 7.500e-05, eta: 6:34:14, time: 0.984, data_time: 0.002, memory: 10398, top1_acc: 0.7937, top5_acc: 0.9458, loss_cls: 0.7714, loss: 0.7714, grad_norm: 7.2890 2020-10-13 14:33:47,819 - mmaction - INFO - Epoch [46][1620/5010] lr: 7.500e-05, eta: 6:33:53, time: 0.978, data_time: 0.002, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9125, loss_cls: 0.9699, loss: 0.9699, grad_norm: 7.9036 2020-10-13 14:34:07,655 - mmaction - INFO - Epoch [46][1640/5010] lr: 7.500e-05, eta: 6:33:33, time: 0.990, data_time: 0.004, memory: 10398, top1_acc: 0.7969, top5_acc: 0.9437, loss_cls: 0.7785, loss: 0.7785, grad_norm: 7.0066 2020-10-13 14:34:27,291 - mmaction - INFO - Epoch [46][1660/5010] lr: 7.500e-05, eta: 6:33:13, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9208, loss_cls: 0.9665, loss: 0.9665, grad_norm: 8.0210 2020-10-13 14:34:47,392 - mmaction - INFO - Epoch [46][1680/5010] lr: 7.500e-05, eta: 6:32:53, time: 1.005, data_time: 0.002, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9281, loss_cls: 0.8747, loss: 0.8747, grad_norm: 7.7792 2020-10-13 14:35:07,898 - mmaction - INFO - Epoch [46][1700/5010] lr: 7.500e-05, eta: 6:32:33, time: 1.025, data_time: 0.004, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9198, loss_cls: 0.8510, loss: 0.8510, grad_norm: 7.2158 2020-10-13 14:35:27,406 - mmaction - INFO - Epoch [46][1720/5010] lr: 7.500e-05, eta: 6:32:12, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9312, loss_cls: 0.8496, loss: 0.8496, grad_norm: 7.3965 2020-10-13 14:35:47,238 - mmaction - INFO - Epoch [46][1740/5010] lr: 7.500e-05, eta: 6:31:52, time: 0.991, data_time: 0.002, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9323, loss_cls: 0.8407, loss: 0.8407, grad_norm: 7.4986 2020-10-13 14:36:06,944 - mmaction - INFO - Epoch [46][1760/5010] lr: 7.500e-05, eta: 6:31:32, time: 0.984, data_time: 0.005, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9354, loss_cls: 0.8307, loss: 0.8307, grad_norm: 7.3666 2020-10-13 14:36:26,767 - mmaction - INFO - Epoch [46][1780/5010] lr: 7.500e-05, eta: 6:31:12, time: 0.993, data_time: 0.006, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9302, loss_cls: 0.8113, loss: 0.8113, grad_norm: 7.4119 2020-10-13 14:36:46,776 - mmaction - INFO - Epoch [46][1800/5010] lr: 7.500e-05, eta: 6:30:51, time: 1.000, data_time: 0.003, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9219, loss_cls: 0.8781, loss: 0.8781, grad_norm: 7.4441 2020-10-13 14:37:06,849 - mmaction - INFO - Epoch [46][1820/5010] lr: 7.500e-05, eta: 6:30:31, time: 1.002, data_time: 0.004, memory: 10398, top1_acc: 0.7969, top5_acc: 0.9302, loss_cls: 0.7971, loss: 0.7971, grad_norm: 7.0945 2020-10-13 14:37:26,253 - mmaction - INFO - Epoch [46][1840/5010] lr: 7.500e-05, eta: 6:30:11, time: 0.972, data_time: 0.005, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9260, loss_cls: 0.8479, loss: 0.8479, grad_norm: 7.2323 2020-10-13 14:37:46,145 - mmaction - INFO - Epoch [46][1860/5010] lr: 7.500e-05, eta: 6:29:51, time: 0.995, data_time: 0.002, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9281, loss_cls: 0.8574, loss: 0.8574, grad_norm: 7.5053 2020-10-13 14:38:05,718 - mmaction - INFO - Epoch [46][1880/5010] lr: 7.500e-05, eta: 6:29:31, time: 0.977, data_time: 0.005, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9271, loss_cls: 0.9033, loss: 0.9033, grad_norm: 7.7836 2020-10-13 14:38:25,408 - mmaction - INFO - Epoch [46][1900/5010] lr: 7.500e-05, eta: 6:29:10, time: 0.986, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9125, loss_cls: 0.8915, loss: 0.8915, grad_norm: 7.4821 2020-10-13 14:38:45,411 - mmaction - INFO - Epoch [46][1920/5010] lr: 7.500e-05, eta: 6:28:50, time: 1.000, data_time: 0.002, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9375, loss_cls: 0.8371, loss: 0.8371, grad_norm: 7.4661 2020-10-13 14:39:05,326 - mmaction - INFO - Epoch [46][1940/5010] lr: 7.500e-05, eta: 6:28:30, time: 0.994, data_time: 0.004, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9281, loss_cls: 0.8261, loss: 0.8261, grad_norm: 7.2255 2020-10-13 14:39:25,049 - mmaction - INFO - Epoch [46][1960/5010] lr: 7.500e-05, eta: 6:28:10, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9260, loss_cls: 0.8875, loss: 0.8875, grad_norm: 7.6340 2020-10-13 14:39:44,717 - mmaction - INFO - Epoch [46][1980/5010] lr: 7.500e-05, eta: 6:27:50, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9271, loss_cls: 0.8112, loss: 0.8112, grad_norm: 7.5336 2020-10-13 14:40:04,681 - mmaction - INFO - Epoch [46][2000/5010] lr: 7.500e-05, eta: 6:27:29, time: 0.998, data_time: 0.004, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9271, loss_cls: 0.8771, loss: 0.8771, grad_norm: 7.5345 2020-10-13 14:40:24,953 - mmaction - INFO - Epoch [46][2020/5010] lr: 7.500e-05, eta: 6:27:09, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9260, loss_cls: 0.8483, loss: 0.8483, grad_norm: 7.4223 2020-10-13 14:40:44,795 - mmaction - INFO - Epoch [46][2040/5010] lr: 7.500e-05, eta: 6:26:49, time: 0.992, data_time: 0.002, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9208, loss_cls: 0.9070, loss: 0.9070, grad_norm: 7.9610 2020-10-13 14:41:04,101 - mmaction - INFO - Epoch [46][2060/5010] lr: 7.500e-05, eta: 6:26:29, time: 0.965, data_time: 0.002, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9198, loss_cls: 0.8618, loss: 0.8618, grad_norm: 7.4230 2020-10-13 14:41:24,139 - mmaction - INFO - Epoch [46][2080/5010] lr: 7.500e-05, eta: 6:26:08, time: 1.002, data_time: 0.004, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9177, loss_cls: 0.9190, loss: 0.9190, grad_norm: 7.5808 2020-10-13 14:41:44,003 - mmaction - INFO - Epoch [46][2100/5010] lr: 7.500e-05, eta: 6:25:48, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9125, loss_cls: 0.9576, loss: 0.9576, grad_norm: 7.4816 2020-10-13 14:42:04,048 - mmaction - INFO - Epoch [46][2120/5010] lr: 7.500e-05, eta: 6:25:28, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9344, loss_cls: 0.8508, loss: 0.8508, grad_norm: 7.3829 2020-10-13 14:42:23,865 - mmaction - INFO - Epoch [46][2140/5010] lr: 7.500e-05, eta: 6:25:08, time: 0.991, data_time: 0.002, memory: 10398, top1_acc: 0.8198, top5_acc: 0.9365, loss_cls: 0.7967, loss: 0.7967, grad_norm: 7.0610 2020-10-13 14:42:43,799 - mmaction - INFO - Epoch [46][2160/5010] lr: 7.500e-05, eta: 6:24:48, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9198, loss_cls: 0.8969, loss: 0.8969, grad_norm: 7.8017 2020-10-13 14:43:03,630 - mmaction - INFO - Epoch [46][2180/5010] lr: 7.500e-05, eta: 6:24:27, time: 0.991, data_time: 0.002, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9292, loss_cls: 0.8138, loss: 0.8138, grad_norm: 6.9551 2020-10-13 14:43:23,314 - mmaction - INFO - Epoch [46][2200/5010] lr: 7.500e-05, eta: 6:24:07, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9365, loss_cls: 0.8174, loss: 0.8174, grad_norm: 7.3249 2020-10-13 14:43:42,783 - mmaction - INFO - Epoch [46][2220/5010] lr: 7.500e-05, eta: 6:23:47, time: 0.973, data_time: 0.002, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9260, loss_cls: 0.8227, loss: 0.8227, grad_norm: 7.5945 2020-10-13 14:44:02,751 - mmaction - INFO - Epoch [46][2240/5010] lr: 7.500e-05, eta: 6:23:27, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.8063, top5_acc: 0.9406, loss_cls: 0.7840, loss: 0.7840, grad_norm: 7.2078 2020-10-13 14:44:22,263 - mmaction - INFO - Epoch [46][2260/5010] lr: 7.500e-05, eta: 6:23:07, time: 0.977, data_time: 0.005, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9260, loss_cls: 0.8518, loss: 0.8518, grad_norm: 7.2719 2020-10-13 14:44:43,291 - mmaction - INFO - Epoch [46][2280/5010] lr: 7.500e-05, eta: 6:22:47, time: 1.051, data_time: 0.002, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9146, loss_cls: 0.9027, loss: 0.9027, grad_norm: 7.4868 2020-10-13 14:45:02,820 - mmaction - INFO - Epoch [46][2300/5010] lr: 7.500e-05, eta: 6:22:26, time: 0.974, data_time: 0.004, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9219, loss_cls: 0.8921, loss: 0.8921, grad_norm: 7.5664 2020-10-13 14:45:22,405 - mmaction - INFO - Epoch [46][2320/5010] lr: 7.500e-05, eta: 6:22:06, time: 0.981, data_time: 0.004, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9271, loss_cls: 0.8911, loss: 0.8911, grad_norm: 7.8642 2020-10-13 14:45:42,431 - mmaction - INFO - Epoch [46][2340/5010] lr: 7.500e-05, eta: 6:21:46, time: 1.001, data_time: 0.002, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9146, loss_cls: 0.9040, loss: 0.9040, grad_norm: 7.3409 2020-10-13 14:46:02,272 - mmaction - INFO - Epoch [46][2360/5010] lr: 7.500e-05, eta: 6:21:26, time: 0.990, data_time: 0.006, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9229, loss_cls: 0.8655, loss: 0.8655, grad_norm: 7.3104 2020-10-13 14:46:21,949 - mmaction - INFO - Epoch [46][2380/5010] lr: 7.500e-05, eta: 6:21:05, time: 0.985, data_time: 0.005, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9271, loss_cls: 0.8072, loss: 0.8072, grad_norm: 7.0010 2020-10-13 14:46:41,516 - mmaction - INFO - Epoch [46][2400/5010] lr: 7.500e-05, eta: 6:20:45, time: 0.978, data_time: 0.002, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9344, loss_cls: 0.8601, loss: 0.8601, grad_norm: 7.7256 2020-10-13 14:47:01,350 - mmaction - INFO - Epoch [46][2420/5010] lr: 7.500e-05, eta: 6:20:25, time: 0.990, data_time: 0.004, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9260, loss_cls: 0.8393, loss: 0.8393, grad_norm: 7.3195 2020-10-13 14:47:21,276 - mmaction - INFO - Epoch [46][2440/5010] lr: 7.500e-05, eta: 6:20:05, time: 0.998, data_time: 0.006, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9260, loss_cls: 0.8939, loss: 0.8939, grad_norm: 7.6215 2020-10-13 14:47:41,390 - mmaction - INFO - Epoch [46][2460/5010] lr: 7.500e-05, eta: 6:19:45, time: 1.006, data_time: 0.004, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9323, loss_cls: 0.8331, loss: 0.8331, grad_norm: 7.5302 2020-10-13 14:48:01,018 - mmaction - INFO - Epoch [46][2480/5010] lr: 7.500e-05, eta: 6:19:24, time: 0.980, data_time: 0.004, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9281, loss_cls: 0.8603, loss: 0.8603, grad_norm: 7.4038 2020-10-13 14:48:20,917 - mmaction - INFO - Epoch [46][2500/5010] lr: 7.500e-05, eta: 6:19:04, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9177, loss_cls: 0.9091, loss: 0.9091, grad_norm: 7.7844 2020-10-13 14:48:40,920 - mmaction - INFO - Epoch [46][2520/5010] lr: 7.500e-05, eta: 6:18:44, time: 0.997, data_time: 0.004, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9156, loss_cls: 0.8906, loss: 0.8906, grad_norm: 7.6523 2020-10-13 14:49:00,565 - mmaction - INFO - Epoch [46][2540/5010] lr: 7.500e-05, eta: 6:18:24, time: 0.986, data_time: 0.007, memory: 10398, top1_acc: 0.7990, top5_acc: 0.9219, loss_cls: 0.8271, loss: 0.8271, grad_norm: 7.4083 2020-10-13 14:49:20,755 - mmaction - INFO - Epoch [46][2560/5010] lr: 7.500e-05, eta: 6:18:04, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9260, loss_cls: 0.8720, loss: 0.8720, grad_norm: 7.6676 2020-10-13 14:49:40,673 - mmaction - INFO - Epoch [46][2580/5010] lr: 7.500e-05, eta: 6:17:43, time: 0.997, data_time: 0.006, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9323, loss_cls: 0.8219, loss: 0.8219, grad_norm: 7.4618 2020-10-13 14:50:00,611 - mmaction - INFO - Epoch [46][2600/5010] lr: 7.500e-05, eta: 6:17:23, time: 0.995, data_time: 0.004, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9385, loss_cls: 0.8398, loss: 0.8398, grad_norm: 7.6827 2020-10-13 14:50:20,463 - mmaction - INFO - Epoch [46][2620/5010] lr: 7.500e-05, eta: 6:17:03, time: 0.994, data_time: 0.005, memory: 10398, top1_acc: 0.7687, top5_acc: 0.9229, loss_cls: 0.9132, loss: 0.9132, grad_norm: 7.7557 2020-10-13 14:50:40,668 - mmaction - INFO - Epoch [46][2640/5010] lr: 7.500e-05, eta: 6:16:43, time: 1.008, data_time: 0.004, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9385, loss_cls: 0.8165, loss: 0.8165, grad_norm: 7.4148 2020-10-13 14:51:00,124 - mmaction - INFO - Epoch [46][2660/5010] lr: 7.500e-05, eta: 6:16:23, time: 0.975, data_time: 0.006, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9281, loss_cls: 0.8745, loss: 0.8745, grad_norm: 7.4917 2020-10-13 14:51:20,255 - mmaction - INFO - Epoch [46][2680/5010] lr: 7.500e-05, eta: 6:16:02, time: 1.005, data_time: 0.004, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9302, loss_cls: 0.8668, loss: 0.8668, grad_norm: 7.4391 2020-10-13 14:51:40,310 - mmaction - INFO - Epoch [46][2700/5010] lr: 7.500e-05, eta: 6:15:42, time: 1.004, data_time: 0.005, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9219, loss_cls: 0.8497, loss: 0.8497, grad_norm: 7.1538 2020-10-13 14:52:00,082 - mmaction - INFO - Epoch [46][2720/5010] lr: 7.500e-05, eta: 6:15:22, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9323, loss_cls: 0.8157, loss: 0.8157, grad_norm: 7.3600 2020-10-13 14:52:20,014 - mmaction - INFO - Epoch [46][2740/5010] lr: 7.500e-05, eta: 6:15:02, time: 0.995, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9302, loss_cls: 0.8900, loss: 0.8900, grad_norm: 7.8141 2020-10-13 14:52:40,229 - mmaction - INFO - Epoch [46][2760/5010] lr: 7.500e-05, eta: 6:14:42, time: 1.012, data_time: 0.005, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9146, loss_cls: 0.8955, loss: 0.8955, grad_norm: 7.4164 2020-10-13 14:52:59,789 - mmaction - INFO - Epoch [46][2780/5010] lr: 7.500e-05, eta: 6:14:21, time: 0.978, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9260, loss_cls: 0.8958, loss: 0.8958, grad_norm: 7.7111 2020-10-13 14:53:19,958 - mmaction - INFO - Epoch [46][2800/5010] lr: 7.500e-05, eta: 6:14:01, time: 1.007, data_time: 0.005, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9281, loss_cls: 0.8643, loss: 0.8643, grad_norm: 7.6168 2020-10-13 14:53:39,485 - mmaction - INFO - Epoch [46][2820/5010] lr: 7.500e-05, eta: 6:13:41, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9448, loss_cls: 0.8496, loss: 0.8496, grad_norm: 7.7245 2020-10-13 14:53:59,469 - mmaction - INFO - Epoch [46][2840/5010] lr: 7.500e-05, eta: 6:13:21, time: 0.998, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9229, loss_cls: 0.8640, loss: 0.8640, grad_norm: 7.2646 2020-10-13 14:54:19,526 - mmaction - INFO - Epoch [46][2860/5010] lr: 7.500e-05, eta: 6:13:01, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9240, loss_cls: 0.8466, loss: 0.8466, grad_norm: 7.3539 2020-10-13 14:54:39,131 - mmaction - INFO - Epoch [46][2880/5010] lr: 7.500e-05, eta: 6:12:40, time: 0.979, data_time: 0.004, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9229, loss_cls: 0.8397, loss: 0.8397, grad_norm: 7.4847 2020-10-13 14:54:59,005 - mmaction - INFO - Epoch [46][2900/5010] lr: 7.500e-05, eta: 6:12:20, time: 0.995, data_time: 0.005, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9313, loss_cls: 0.8766, loss: 0.8766, grad_norm: 7.6079 2020-10-13 14:55:19,141 - mmaction - INFO - Epoch [46][2920/5010] lr: 7.500e-05, eta: 6:12:00, time: 1.005, data_time: 0.004, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9188, loss_cls: 0.8625, loss: 0.8625, grad_norm: 7.3444 2020-10-13 14:55:38,974 - mmaction - INFO - Epoch [46][2940/5010] lr: 7.500e-05, eta: 6:11:40, time: 0.994, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9094, loss_cls: 0.9336, loss: 0.9336, grad_norm: 8.1100 2020-10-13 14:55:59,637 - mmaction - INFO - Epoch [46][2960/5010] lr: 7.500e-05, eta: 6:11:20, time: 1.031, data_time: 0.004, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9208, loss_cls: 0.8907, loss: 0.8907, grad_norm: 7.5381 2020-10-13 14:56:20,098 - mmaction - INFO - Epoch [46][2980/5010] lr: 7.500e-05, eta: 6:11:00, time: 1.025, data_time: 0.006, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9281, loss_cls: 0.8811, loss: 0.8811, grad_norm: 7.4865 2020-10-13 14:56:41,587 - mmaction - INFO - Epoch [46][3000/5010] lr: 7.500e-05, eta: 6:10:40, time: 1.072, data_time: 0.005, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9313, loss_cls: 0.8410, loss: 0.8410, grad_norm: 7.5785 2020-10-13 14:57:01,481 - mmaction - INFO - Epoch [46][3020/5010] lr: 7.500e-05, eta: 6:10:19, time: 0.996, data_time: 0.006, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9177, loss_cls: 0.8576, loss: 0.8576, grad_norm: 7.3524 2020-10-13 14:57:21,450 - mmaction - INFO - Epoch [46][3040/5010] lr: 7.500e-05, eta: 6:09:59, time: 0.998, data_time: 0.002, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9313, loss_cls: 0.8618, loss: 0.8618, grad_norm: 7.4386 2020-10-13 14:57:41,415 - mmaction - INFO - Epoch [46][3060/5010] lr: 7.500e-05, eta: 6:09:39, time: 0.999, data_time: 0.004, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9240, loss_cls: 0.8973, loss: 0.8973, grad_norm: 7.7202 2020-10-13 14:58:01,117 - mmaction - INFO - Epoch [46][3080/5010] lr: 7.500e-05, eta: 6:09:19, time: 0.983, data_time: 0.004, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9302, loss_cls: 0.8602, loss: 0.8602, grad_norm: 7.4954 2020-10-13 14:58:21,509 - mmaction - INFO - Epoch [46][3100/5010] lr: 7.500e-05, eta: 6:08:59, time: 1.021, data_time: 0.005, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9188, loss_cls: 0.8900, loss: 0.8900, grad_norm: 7.6512 2020-10-13 14:58:41,938 - mmaction - INFO - Epoch [46][3120/5010] lr: 7.500e-05, eta: 6:08:38, time: 1.022, data_time: 0.003, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9292, loss_cls: 0.9049, loss: 0.9049, grad_norm: 7.4402 2020-10-13 14:59:01,337 - mmaction - INFO - Epoch [46][3140/5010] lr: 7.500e-05, eta: 6:08:18, time: 0.966, data_time: 0.004, memory: 10398, top1_acc: 0.8010, top5_acc: 0.9292, loss_cls: 0.8083, loss: 0.8083, grad_norm: 7.4469 2020-10-13 14:59:21,577 - mmaction - INFO - Epoch [46][3160/5010] lr: 7.500e-05, eta: 6:07:58, time: 1.016, data_time: 0.007, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9292, loss_cls: 0.8384, loss: 0.8384, grad_norm: 7.4108 2020-10-13 14:59:42,413 - mmaction - INFO - Epoch [46][3180/5010] lr: 7.500e-05, eta: 6:07:38, time: 1.042, data_time: 0.002, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9135, loss_cls: 0.9180, loss: 0.9180, grad_norm: 7.6904 2020-10-13 15:00:09,905 - mmaction - INFO - Epoch [46][3200/5010] lr: 7.500e-05, eta: 6:07:18, time: 1.363, data_time: 0.006, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9250, loss_cls: 0.8994, loss: 0.8994, grad_norm: 7.7380 2020-10-13 15:00:27,621 - mmaction - INFO - Epoch [46][3220/5010] lr: 7.500e-05, eta: 6:06:58, time: 0.897, data_time: 0.023, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9240, loss_cls: 0.9318, loss: 0.9318, grad_norm: 7.6972 2020-10-13 15:00:47,223 - mmaction - INFO - Epoch [46][3240/5010] lr: 7.500e-05, eta: 6:06:38, time: 0.980, data_time: 0.002, memory: 10398, top1_acc: 0.7979, top5_acc: 0.9417, loss_cls: 0.8019, loss: 0.8019, grad_norm: 7.2150 2020-10-13 15:01:07,030 - mmaction - INFO - Epoch [46][3260/5010] lr: 7.500e-05, eta: 6:06:18, time: 0.989, data_time: 0.006, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9229, loss_cls: 0.8540, loss: 0.8540, grad_norm: 7.3880 2020-10-13 15:01:27,108 - mmaction - INFO - Epoch [46][3280/5010] lr: 7.500e-05, eta: 6:05:57, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9177, loss_cls: 0.8747, loss: 0.8747, grad_norm: 7.5078 2020-10-13 15:01:46,870 - mmaction - INFO - Epoch [46][3300/5010] lr: 7.500e-05, eta: 6:05:37, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.7687, top5_acc: 0.9313, loss_cls: 0.8778, loss: 0.8778, grad_norm: 7.4140 2020-10-13 15:02:07,354 - mmaction - INFO - Epoch [46][3320/5010] lr: 7.500e-05, eta: 6:05:17, time: 1.022, data_time: 0.004, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9219, loss_cls: 0.9022, loss: 0.9022, grad_norm: 7.6970 2020-10-13 15:02:26,924 - mmaction - INFO - Epoch [46][3340/5010] lr: 7.500e-05, eta: 6:04:57, time: 0.980, data_time: 0.005, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9198, loss_cls: 0.8656, loss: 0.8656, grad_norm: 7.4030 2020-10-13 15:02:47,309 - mmaction - INFO - Epoch [46][3360/5010] lr: 7.500e-05, eta: 6:04:37, time: 1.019, data_time: 0.002, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9396, loss_cls: 0.7915, loss: 0.7915, grad_norm: 7.2043 2020-10-13 15:03:07,411 - mmaction - INFO - Epoch [46][3380/5010] lr: 7.500e-05, eta: 6:04:16, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9240, loss_cls: 0.8931, loss: 0.8931, grad_norm: 7.7300 2020-10-13 15:03:28,207 - mmaction - INFO - Epoch [46][3400/5010] lr: 7.500e-05, eta: 6:03:56, time: 1.040, data_time: 0.002, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9437, loss_cls: 0.7979, loss: 0.7979, grad_norm: 7.1649 2020-10-13 15:03:48,925 - mmaction - INFO - Epoch [46][3420/5010] lr: 7.500e-05, eta: 6:03:36, time: 1.036, data_time: 0.002, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9115, loss_cls: 0.9974, loss: 0.9974, grad_norm: 7.9114 2020-10-13 15:04:08,033 - mmaction - INFO - Epoch [46][3440/5010] lr: 7.500e-05, eta: 6:03:16, time: 0.954, data_time: 0.005, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9177, loss_cls: 0.8880, loss: 0.8880, grad_norm: 7.6449 2020-10-13 15:04:28,771 - mmaction - INFO - Epoch [46][3460/5010] lr: 7.500e-05, eta: 6:02:56, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9271, loss_cls: 0.8795, loss: 0.8795, grad_norm: 7.7070 2020-10-13 15:04:49,434 - mmaction - INFO - Epoch [46][3480/5010] lr: 7.500e-05, eta: 6:02:36, time: 1.033, data_time: 0.003, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9156, loss_cls: 0.9359, loss: 0.9359, grad_norm: 7.6198 2020-10-13 15:05:09,522 - mmaction - INFO - Epoch [46][3500/5010] lr: 7.500e-05, eta: 6:02:16, time: 1.005, data_time: 0.006, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9177, loss_cls: 0.9197, loss: 0.9197, grad_norm: 7.8596 2020-10-13 15:05:29,802 - mmaction - INFO - Epoch [46][3520/5010] lr: 7.500e-05, eta: 6:01:55, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9323, loss_cls: 0.8579, loss: 0.8579, grad_norm: 7.2051 2020-10-13 15:05:49,675 - mmaction - INFO - Epoch [46][3540/5010] lr: 7.500e-05, eta: 6:01:35, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.7938, top5_acc: 0.9313, loss_cls: 0.7992, loss: 0.7992, grad_norm: 7.1199 2020-10-13 15:06:10,323 - mmaction - INFO - Epoch [46][3560/5010] lr: 7.500e-05, eta: 6:01:15, time: 1.031, data_time: 0.005, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9260, loss_cls: 0.8423, loss: 0.8423, grad_norm: 7.1271 2020-10-13 15:06:29,159 - mmaction - INFO - Epoch [46][3580/5010] lr: 7.500e-05, eta: 6:00:55, time: 0.943, data_time: 0.005, memory: 10398, top1_acc: 0.8146, top5_acc: 0.9292, loss_cls: 0.7821, loss: 0.7821, grad_norm: 7.0530 2020-10-13 15:06:49,105 - mmaction - INFO - Epoch [46][3600/5010] lr: 7.500e-05, eta: 6:00:35, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9313, loss_cls: 0.8969, loss: 0.8969, grad_norm: 7.4905 2020-10-13 15:07:08,781 - mmaction - INFO - Epoch [46][3620/5010] lr: 7.500e-05, eta: 6:00:14, time: 0.982, data_time: 0.004, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9323, loss_cls: 0.7898, loss: 0.7898, grad_norm: 7.2001 2020-10-13 15:07:28,695 - mmaction - INFO - Epoch [46][3640/5010] lr: 7.500e-05, eta: 5:59:54, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9490, loss_cls: 0.7591, loss: 0.7591, grad_norm: 7.1240 2020-10-13 15:07:48,792 - mmaction - INFO - Epoch [46][3660/5010] lr: 7.500e-05, eta: 5:59:34, time: 1.004, data_time: 0.002, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9208, loss_cls: 0.8795, loss: 0.8795, grad_norm: 7.6166 2020-10-13 15:08:08,919 - mmaction - INFO - Epoch [46][3680/5010] lr: 7.500e-05, eta: 5:59:14, time: 1.007, data_time: 0.002, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9219, loss_cls: 0.8851, loss: 0.8851, grad_norm: 7.3261 2020-10-13 15:08:28,963 - mmaction - INFO - Epoch [46][3700/5010] lr: 7.500e-05, eta: 5:58:54, time: 1.002, data_time: 0.004, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9323, loss_cls: 0.8427, loss: 0.8427, grad_norm: 7.4467 2020-10-13 15:08:48,827 - mmaction - INFO - Epoch [46][3720/5010] lr: 7.500e-05, eta: 5:58:33, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.8031, top5_acc: 0.9396, loss_cls: 0.7759, loss: 0.7759, grad_norm: 7.0377 2020-10-13 15:09:09,270 - mmaction - INFO - Epoch [46][3740/5010] lr: 7.500e-05, eta: 5:58:13, time: 1.021, data_time: 0.004, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9354, loss_cls: 0.8409, loss: 0.8409, grad_norm: 7.1993 2020-10-13 15:09:29,156 - mmaction - INFO - Epoch [46][3760/5010] lr: 7.500e-05, eta: 5:57:53, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9240, loss_cls: 0.8904, loss: 0.8904, grad_norm: 7.9436 2020-10-13 15:09:48,608 - mmaction - INFO - Epoch [46][3780/5010] lr: 7.500e-05, eta: 5:57:33, time: 0.973, data_time: 0.002, memory: 10398, top1_acc: 0.7937, top5_acc: 0.9375, loss_cls: 0.8369, loss: 0.8369, grad_norm: 7.3096 2020-10-13 15:10:09,072 - mmaction - INFO - Epoch [46][3800/5010] lr: 7.500e-05, eta: 5:57:13, time: 1.023, data_time: 0.004, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9302, loss_cls: 0.8625, loss: 0.8625, grad_norm: 7.3329 2020-10-13 15:10:28,453 - mmaction - INFO - Epoch [46][3820/5010] lr: 7.500e-05, eta: 5:56:52, time: 0.969, data_time: 0.002, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9271, loss_cls: 0.8878, loss: 0.8878, grad_norm: 7.5066 2020-10-13 15:10:48,294 - mmaction - INFO - Epoch [46][3840/5010] lr: 7.500e-05, eta: 5:56:32, time: 0.992, data_time: 0.002, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9260, loss_cls: 0.8479, loss: 0.8479, grad_norm: 7.3313 2020-10-13 15:11:08,314 - mmaction - INFO - Epoch [46][3860/5010] lr: 7.500e-05, eta: 5:56:12, time: 0.999, data_time: 0.004, memory: 10398, top1_acc: 0.7594, top5_acc: 0.8990, loss_cls: 0.9690, loss: 0.9690, grad_norm: 7.7998 2020-10-13 15:11:27,912 - mmaction - INFO - Epoch [46][3880/5010] lr: 7.500e-05, eta: 5:55:52, time: 0.982, data_time: 0.005, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9240, loss_cls: 0.8540, loss: 0.8540, grad_norm: 7.5430 2020-10-13 15:11:47,959 - mmaction - INFO - Epoch [46][3900/5010] lr: 7.500e-05, eta: 5:55:32, time: 1.002, data_time: 0.002, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9302, loss_cls: 0.8900, loss: 0.8900, grad_norm: 7.6775 2020-10-13 15:12:07,681 - mmaction - INFO - Epoch [46][3920/5010] lr: 7.500e-05, eta: 5:55:11, time: 0.984, data_time: 0.005, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.8732, loss: 0.8732, grad_norm: 7.5855 2020-10-13 15:12:27,715 - mmaction - INFO - Epoch [46][3940/5010] lr: 7.500e-05, eta: 5:54:51, time: 1.003, data_time: 0.005, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9365, loss_cls: 0.7990, loss: 0.7990, grad_norm: 7.5043 2020-10-13 15:12:47,525 - mmaction - INFO - Epoch [46][3960/5010] lr: 7.500e-05, eta: 5:54:31, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.8052, top5_acc: 0.9417, loss_cls: 0.7813, loss: 0.7813, grad_norm: 7.4055 2020-10-13 15:13:08,017 - mmaction - INFO - Epoch [46][3980/5010] lr: 7.500e-05, eta: 5:54:11, time: 1.025, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9198, loss_cls: 0.9191, loss: 0.9191, grad_norm: 7.7614 2020-10-13 15:13:27,658 - mmaction - INFO - Epoch [46][4000/5010] lr: 7.500e-05, eta: 5:53:51, time: 0.982, data_time: 0.002, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9167, loss_cls: 0.9176, loss: 0.9176, grad_norm: 7.7641 2020-10-13 15:13:47,278 - mmaction - INFO - Epoch [46][4020/5010] lr: 7.500e-05, eta: 5:53:30, time: 0.981, data_time: 0.002, memory: 10398, top1_acc: 0.7979, top5_acc: 0.9333, loss_cls: 0.8101, loss: 0.8101, grad_norm: 7.0284 2020-10-13 15:14:07,880 - mmaction - INFO - Epoch [46][4040/5010] lr: 7.500e-05, eta: 5:53:10, time: 1.029, data_time: 0.004, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9250, loss_cls: 0.8463, loss: 0.8463, grad_norm: 7.5434 2020-10-13 15:14:27,447 - mmaction - INFO - Epoch [46][4060/5010] lr: 7.500e-05, eta: 5:52:50, time: 0.980, data_time: 0.005, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9323, loss_cls: 0.8499, loss: 0.8499, grad_norm: 7.5724 2020-10-13 15:14:47,293 - mmaction - INFO - Epoch [46][4080/5010] lr: 7.500e-05, eta: 5:52:30, time: 0.992, data_time: 0.002, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9271, loss_cls: 0.8983, loss: 0.8983, grad_norm: 7.6113 2020-10-13 15:15:07,070 - mmaction - INFO - Epoch [46][4100/5010] lr: 7.500e-05, eta: 5:52:10, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9208, loss_cls: 0.9263, loss: 0.9263, grad_norm: 7.9644 2020-10-13 15:15:27,218 - mmaction - INFO - Epoch [46][4120/5010] lr: 7.500e-05, eta: 5:51:49, time: 1.007, data_time: 0.002, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9313, loss_cls: 0.8210, loss: 0.8210, grad_norm: 7.3552 2020-10-13 15:15:48,424 - mmaction - INFO - Epoch [46][4140/5010] lr: 7.500e-05, eta: 5:51:29, time: 1.059, data_time: 0.002, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9198, loss_cls: 0.9269, loss: 0.9269, grad_norm: 7.7100 2020-10-13 15:16:07,341 - mmaction - INFO - Epoch [46][4160/5010] lr: 7.500e-05, eta: 5:51:09, time: 0.945, data_time: 0.006, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9260, loss_cls: 0.8709, loss: 0.8709, grad_norm: 7.4183 2020-10-13 15:16:26,986 - mmaction - INFO - Epoch [46][4180/5010] lr: 7.500e-05, eta: 5:50:49, time: 0.985, data_time: 0.006, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9135, loss_cls: 0.9378, loss: 0.9378, grad_norm: 7.7222 2020-10-13 15:16:47,433 - mmaction - INFO - Epoch [46][4200/5010] lr: 7.500e-05, eta: 5:50:29, time: 1.022, data_time: 0.002, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9240, loss_cls: 0.8894, loss: 0.8894, grad_norm: 7.4390 2020-10-13 15:17:07,288 - mmaction - INFO - Epoch [46][4220/5010] lr: 7.500e-05, eta: 5:50:09, time: 0.991, data_time: 0.005, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9167, loss_cls: 0.8818, loss: 0.8818, grad_norm: 7.8204 2020-10-13 15:17:27,260 - mmaction - INFO - Epoch [46][4240/5010] lr: 7.500e-05, eta: 5:49:48, time: 1.001, data_time: 0.005, memory: 10398, top1_acc: 0.7937, top5_acc: 0.9375, loss_cls: 0.7819, loss: 0.7819, grad_norm: 7.2953 2020-10-13 15:17:47,046 - mmaction - INFO - Epoch [46][4260/5010] lr: 7.500e-05, eta: 5:49:28, time: 0.989, data_time: 0.002, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9250, loss_cls: 0.8739, loss: 0.8739, grad_norm: 7.5783 2020-10-13 15:18:07,049 - mmaction - INFO - Epoch [46][4280/5010] lr: 7.500e-05, eta: 5:49:08, time: 0.998, data_time: 0.004, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9333, loss_cls: 0.8342, loss: 0.8342, grad_norm: 7.6507 2020-10-13 15:18:26,491 - mmaction - INFO - Epoch [46][4300/5010] lr: 7.500e-05, eta: 5:48:48, time: 0.974, data_time: 0.005, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9302, loss_cls: 0.8233, loss: 0.8233, grad_norm: 7.3676 2020-10-13 15:18:46,724 - mmaction - INFO - Epoch [46][4320/5010] lr: 7.500e-05, eta: 5:48:28, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9167, loss_cls: 0.8586, loss: 0.8586, grad_norm: 7.7367 2020-10-13 15:19:07,265 - mmaction - INFO - Epoch [46][4340/5010] lr: 7.500e-05, eta: 5:48:07, time: 1.026, data_time: 0.005, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9198, loss_cls: 0.9096, loss: 0.9096, grad_norm: 7.8026 2020-10-13 15:19:26,847 - mmaction - INFO - Epoch [46][4360/5010] lr: 7.500e-05, eta: 5:47:47, time: 0.980, data_time: 0.005, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9365, loss_cls: 0.7994, loss: 0.7994, grad_norm: 7.1537 2020-10-13 15:19:46,646 - mmaction - INFO - Epoch [46][4380/5010] lr: 7.500e-05, eta: 5:47:27, time: 0.990, data_time: 0.002, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9198, loss_cls: 0.9033, loss: 0.9033, grad_norm: 7.4474 2020-10-13 15:20:06,707 - mmaction - INFO - Epoch [46][4400/5010] lr: 7.500e-05, eta: 5:47:07, time: 1.003, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9125, loss_cls: 0.9671, loss: 0.9671, grad_norm: 7.8849 2020-10-13 15:20:26,173 - mmaction - INFO - Epoch [46][4420/5010] lr: 7.500e-05, eta: 5:46:47, time: 0.973, data_time: 0.002, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9375, loss_cls: 0.8531, loss: 0.8531, grad_norm: 7.5779 2020-10-13 15:20:46,108 - mmaction - INFO - Epoch [46][4440/5010] lr: 7.500e-05, eta: 5:46:26, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9260, loss_cls: 0.8446, loss: 0.8446, grad_norm: 7.3230 2020-10-13 15:21:06,247 - mmaction - INFO - Epoch [46][4460/5010] lr: 7.500e-05, eta: 5:46:06, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9302, loss_cls: 0.8729, loss: 0.8729, grad_norm: 7.8300 2020-10-13 15:21:26,364 - mmaction - INFO - Epoch [46][4480/5010] lr: 7.500e-05, eta: 5:45:46, time: 1.008, data_time: 0.006, memory: 10398, top1_acc: 0.8063, top5_acc: 0.9333, loss_cls: 0.8087, loss: 0.8087, grad_norm: 7.2704 2020-10-13 15:21:46,764 - mmaction - INFO - Epoch [46][4500/5010] lr: 7.500e-05, eta: 5:45:26, time: 1.020, data_time: 0.002, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9208, loss_cls: 0.8578, loss: 0.8578, grad_norm: 7.3387 2020-10-13 15:22:06,234 - mmaction - INFO - Epoch [46][4520/5010] lr: 7.500e-05, eta: 5:45:06, time: 0.971, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9323, loss_cls: 0.9173, loss: 0.9173, grad_norm: 7.6975 2020-10-13 15:22:26,452 - mmaction - INFO - Epoch [46][4540/5010] lr: 7.500e-05, eta: 5:44:45, time: 1.014, data_time: 0.007, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9260, loss_cls: 0.8849, loss: 0.8849, grad_norm: 7.4963 2020-10-13 15:22:45,612 - mmaction - INFO - Epoch [46][4560/5010] lr: 7.500e-05, eta: 5:44:25, time: 0.958, data_time: 0.002, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9323, loss_cls: 0.8644, loss: 0.8644, grad_norm: 7.8815 2020-10-13 15:23:05,429 - mmaction - INFO - Epoch [46][4580/5010] lr: 7.500e-05, eta: 5:44:05, time: 0.991, data_time: 0.002, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9333, loss_cls: 0.9256, loss: 0.9256, grad_norm: 8.0386 2020-10-13 15:23:26,450 - mmaction - INFO - Epoch [46][4600/5010] lr: 7.500e-05, eta: 5:43:45, time: 1.051, data_time: 0.002, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9271, loss_cls: 0.8269, loss: 0.8269, grad_norm: 7.1257 2020-10-13 15:23:46,027 - mmaction - INFO - Epoch [46][4620/5010] lr: 7.500e-05, eta: 5:43:25, time: 0.979, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9177, loss_cls: 0.9257, loss: 0.9257, grad_norm: 7.8143 2020-10-13 15:24:06,073 - mmaction - INFO - Epoch [46][4640/5010] lr: 7.500e-05, eta: 5:43:05, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9292, loss_cls: 0.8577, loss: 0.8577, grad_norm: 7.5262 2020-10-13 15:24:26,588 - mmaction - INFO - Epoch [46][4660/5010] lr: 7.500e-05, eta: 5:42:44, time: 1.026, data_time: 0.003, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9229, loss_cls: 0.8508, loss: 0.8508, grad_norm: 7.6221 2020-10-13 15:24:45,989 - mmaction - INFO - Epoch [46][4680/5010] lr: 7.500e-05, eta: 5:42:24, time: 0.970, data_time: 0.002, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9333, loss_cls: 0.8254, loss: 0.8254, grad_norm: 7.3170 2020-10-13 15:25:06,076 - mmaction - INFO - Epoch [46][4700/5010] lr: 7.500e-05, eta: 5:42:04, time: 1.004, data_time: 0.004, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9302, loss_cls: 0.8166, loss: 0.8166, grad_norm: 7.6477 2020-10-13 15:25:26,310 - mmaction - INFO - Epoch [46][4720/5010] lr: 7.500e-05, eta: 5:41:44, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9208, loss_cls: 0.8812, loss: 0.8812, grad_norm: 7.4605 2020-10-13 15:25:46,515 - mmaction - INFO - Epoch [46][4740/5010] lr: 7.500e-05, eta: 5:41:24, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.8104, top5_acc: 0.9302, loss_cls: 0.7521, loss: 0.7521, grad_norm: 6.9517 2020-10-13 15:26:06,979 - mmaction - INFO - Epoch [46][4760/5010] lr: 7.500e-05, eta: 5:41:03, time: 1.021, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9229, loss_cls: 0.9510, loss: 0.9510, grad_norm: 8.0760 2020-10-13 15:26:27,964 - mmaction - INFO - Epoch [46][4780/5010] lr: 7.500e-05, eta: 5:40:43, time: 1.051, data_time: 0.006, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9312, loss_cls: 0.8660, loss: 0.8660, grad_norm: 7.8057 2020-10-13 15:26:48,388 - mmaction - INFO - Epoch [46][4800/5010] lr: 7.500e-05, eta: 5:40:23, time: 1.022, data_time: 0.003, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9240, loss_cls: 0.8695, loss: 0.8695, grad_norm: 7.4986 2020-10-13 15:27:08,534 - mmaction - INFO - Epoch [46][4820/5010] lr: 7.500e-05, eta: 5:40:03, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9250, loss_cls: 0.8526, loss: 0.8526, grad_norm: 7.4138 2020-10-13 15:27:29,078 - mmaction - INFO - Epoch [46][4840/5010] lr: 7.500e-05, eta: 5:39:43, time: 1.029, data_time: 0.005, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9302, loss_cls: 0.8590, loss: 0.8590, grad_norm: 7.6935 2020-10-13 15:27:49,912 - mmaction - INFO - Epoch [46][4860/5010] lr: 7.500e-05, eta: 5:39:23, time: 1.041, data_time: 0.002, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9344, loss_cls: 0.9000, loss: 0.9000, grad_norm: 7.7015 2020-10-13 15:28:09,964 - mmaction - INFO - Epoch [46][4880/5010] lr: 7.500e-05, eta: 5:39:03, time: 1.001, data_time: 0.005, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9229, loss_cls: 0.8569, loss: 0.8569, grad_norm: 7.4026 2020-10-13 15:28:30,180 - mmaction - INFO - Epoch [46][4900/5010] lr: 7.500e-05, eta: 5:38:42, time: 1.013, data_time: 0.006, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9250, loss_cls: 0.8619, loss: 0.8619, grad_norm: 7.5281 2020-10-13 15:28:49,573 - mmaction - INFO - Epoch [46][4920/5010] lr: 7.500e-05, eta: 5:38:22, time: 0.969, data_time: 0.002, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9396, loss_cls: 0.8279, loss: 0.8279, grad_norm: 7.5012 2020-10-13 15:29:09,651 - mmaction - INFO - Epoch [46][4940/5010] lr: 7.500e-05, eta: 5:38:02, time: 1.002, data_time: 0.004, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9281, loss_cls: 0.8544, loss: 0.8544, grad_norm: 7.4811 2020-10-13 15:29:29,737 - mmaction - INFO - Epoch [46][4960/5010] lr: 7.500e-05, eta: 5:37:42, time: 1.007, data_time: 0.006, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9073, loss_cls: 0.9658, loss: 0.9658, grad_norm: 7.7270 2020-10-13 15:29:50,092 - mmaction - INFO - Epoch [46][4980/5010] lr: 7.500e-05, eta: 5:37:22, time: 1.018, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9062, loss_cls: 0.9194, loss: 0.9194, grad_norm: 7.6238 2020-10-13 15:30:10,321 - mmaction - INFO - Epoch [46][5000/5010] lr: 7.500e-05, eta: 5:37:02, time: 1.011, data_time: 0.004, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9354, loss_cls: 0.8154, loss: 0.8154, grad_norm: 7.5849 2020-10-13 15:30:54,501 - mmaction - INFO - Epoch [47][20/5010] lr: 7.500e-05, eta: 5:36:32, time: 1.694, data_time: 0.848, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9156, loss_cls: 0.8689, loss: 0.8689, grad_norm: 7.3890 2020-10-13 15:31:12,436 - mmaction - INFO - Epoch [47][40/5010] lr: 7.500e-05, eta: 5:36:11, time: 0.899, data_time: 0.005, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9302, loss_cls: 0.8246, loss: 0.8246, grad_norm: 7.3470 2020-10-13 15:31:32,474 - mmaction - INFO - Epoch [47][60/5010] lr: 7.500e-05, eta: 5:35:51, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9385, loss_cls: 0.8127, loss: 0.8127, grad_norm: 7.3942 2020-10-13 15:31:51,626 - mmaction - INFO - Epoch [47][80/5010] lr: 7.500e-05, eta: 5:35:31, time: 0.957, data_time: 0.002, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9146, loss_cls: 0.9264, loss: 0.9264, grad_norm: 7.6788 2020-10-13 15:32:11,646 - mmaction - INFO - Epoch [47][100/5010] lr: 7.500e-05, eta: 5:35:11, time: 0.998, data_time: 0.006, memory: 10398, top1_acc: 0.8125, top5_acc: 0.9188, loss_cls: 0.8463, loss: 0.8463, grad_norm: 7.3893 2020-10-13 15:32:31,907 - mmaction - INFO - Epoch [47][120/5010] lr: 7.500e-05, eta: 5:34:50, time: 1.016, data_time: 0.007, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9302, loss_cls: 0.8466, loss: 0.8466, grad_norm: 7.3234 2020-10-13 15:32:51,731 - mmaction - INFO - Epoch [47][140/5010] lr: 7.500e-05, eta: 5:34:30, time: 0.991, data_time: 0.002, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9167, loss_cls: 0.9167, loss: 0.9167, grad_norm: 7.7984 2020-10-13 15:33:11,352 - mmaction - INFO - Epoch [47][160/5010] lr: 7.500e-05, eta: 5:34:10, time: 0.981, data_time: 0.005, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9146, loss_cls: 0.9233, loss: 0.9233, grad_norm: 7.9270 2020-10-13 15:33:31,503 - mmaction - INFO - Epoch [47][180/5010] lr: 7.500e-05, eta: 5:33:50, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9167, loss_cls: 0.9107, loss: 0.9107, grad_norm: 7.6556 2020-10-13 15:33:51,389 - mmaction - INFO - Epoch [47][200/5010] lr: 7.500e-05, eta: 5:33:30, time: 0.996, data_time: 0.006, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9208, loss_cls: 0.8889, loss: 0.8889, grad_norm: 7.9136 2020-10-13 15:34:10,839 - mmaction - INFO - Epoch [47][220/5010] lr: 7.500e-05, eta: 5:33:09, time: 0.971, data_time: 0.004, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9198, loss_cls: 0.8698, loss: 0.8698, grad_norm: 7.4177 2020-10-13 15:34:31,568 - mmaction - INFO - Epoch [47][240/5010] lr: 7.500e-05, eta: 5:32:49, time: 1.036, data_time: 0.005, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9344, loss_cls: 0.8535, loss: 0.8535, grad_norm: 7.3638 2020-10-13 15:34:50,947 - mmaction - INFO - Epoch [47][260/5010] lr: 7.500e-05, eta: 5:32:29, time: 0.970, data_time: 0.005, memory: 10398, top1_acc: 0.8010, top5_acc: 0.9333, loss_cls: 0.7800, loss: 0.7800, grad_norm: 7.3204 2020-10-13 15:35:10,810 - mmaction - INFO - Epoch [47][280/5010] lr: 7.500e-05, eta: 5:32:09, time: 0.993, data_time: 0.004, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9115, loss_cls: 0.9430, loss: 0.9430, grad_norm: 7.9540 2020-10-13 15:35:30,933 - mmaction - INFO - Epoch [47][300/5010] lr: 7.500e-05, eta: 5:31:49, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9146, loss_cls: 0.8835, loss: 0.8835, grad_norm: 7.6381 2020-10-13 15:35:50,787 - mmaction - INFO - Epoch [47][320/5010] lr: 7.500e-05, eta: 5:31:28, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9365, loss_cls: 0.8662, loss: 0.8662, grad_norm: 7.7308 2020-10-13 15:36:10,555 - mmaction - INFO - Epoch [47][340/5010] lr: 7.500e-05, eta: 5:31:08, time: 0.986, data_time: 0.004, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9375, loss_cls: 0.8322, loss: 0.8322, grad_norm: 7.2526 2020-10-13 15:36:30,334 - mmaction - INFO - Epoch [47][360/5010] lr: 7.500e-05, eta: 5:30:48, time: 0.991, data_time: 0.006, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9125, loss_cls: 0.9804, loss: 0.9804, grad_norm: 8.1898 2020-10-13 15:36:50,791 - mmaction - INFO - Epoch [47][380/5010] lr: 7.500e-05, eta: 5:30:28, time: 1.023, data_time: 0.003, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9292, loss_cls: 0.9021, loss: 0.9021, grad_norm: 8.0289 2020-10-13 15:37:10,412 - mmaction - INFO - Epoch [47][400/5010] lr: 7.500e-05, eta: 5:30:08, time: 0.979, data_time: 0.004, memory: 10398, top1_acc: 0.7937, top5_acc: 0.9260, loss_cls: 0.8391, loss: 0.8391, grad_norm: 7.3573 2020-10-13 15:37:30,097 - mmaction - INFO - Epoch [47][420/5010] lr: 7.500e-05, eta: 5:29:47, time: 0.986, data_time: 0.006, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9302, loss_cls: 0.8193, loss: 0.8193, grad_norm: 7.4719 2020-10-13 15:37:50,228 - mmaction - INFO - Epoch [47][440/5010] lr: 7.500e-05, eta: 5:29:27, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9365, loss_cls: 0.8187, loss: 0.8187, grad_norm: 7.4163 2020-10-13 15:38:10,760 - mmaction - INFO - Epoch [47][460/5010] lr: 7.500e-05, eta: 5:29:07, time: 1.025, data_time: 0.005, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9052, loss_cls: 0.9209, loss: 0.9209, grad_norm: 7.6056 2020-10-13 15:38:30,443 - mmaction - INFO - Epoch [47][480/5010] lr: 7.500e-05, eta: 5:28:47, time: 0.986, data_time: 0.005, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9323, loss_cls: 0.8537, loss: 0.8537, grad_norm: 7.6074 2020-10-13 15:38:50,560 - mmaction - INFO - Epoch [47][500/5010] lr: 7.500e-05, eta: 5:28:27, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9250, loss_cls: 0.8802, loss: 0.8802, grad_norm: 7.6929 2020-10-13 15:39:10,380 - mmaction - INFO - Epoch [47][520/5010] lr: 7.500e-05, eta: 5:28:07, time: 0.989, data_time: 0.004, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9240, loss_cls: 0.8956, loss: 0.8956, grad_norm: 7.7198 2020-10-13 15:39:30,762 - mmaction - INFO - Epoch [47][540/5010] lr: 7.500e-05, eta: 5:27:46, time: 1.020, data_time: 0.006, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9125, loss_cls: 0.9213, loss: 0.9213, grad_norm: 7.5675 2020-10-13 15:39:50,820 - mmaction - INFO - Epoch [47][560/5010] lr: 7.500e-05, eta: 5:27:26, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9448, loss_cls: 0.7951, loss: 0.7951, grad_norm: 7.2576 2020-10-13 15:40:10,702 - mmaction - INFO - Epoch [47][580/5010] lr: 7.500e-05, eta: 5:27:06, time: 0.994, data_time: 0.005, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9146, loss_cls: 0.8929, loss: 0.8929, grad_norm: 7.6289 2020-10-13 15:40:30,678 - mmaction - INFO - Epoch [47][600/5010] lr: 7.500e-05, eta: 5:26:46, time: 0.998, data_time: 0.002, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9292, loss_cls: 0.8465, loss: 0.8465, grad_norm: 7.1428 2020-10-13 15:40:50,890 - mmaction - INFO - Epoch [47][620/5010] lr: 7.500e-05, eta: 5:26:26, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9177, loss_cls: 0.8964, loss: 0.8964, grad_norm: 7.3589 2020-10-13 15:41:10,666 - mmaction - INFO - Epoch [47][640/5010] lr: 7.500e-05, eta: 5:26:05, time: 0.987, data_time: 0.006, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9260, loss_cls: 0.8565, loss: 0.8565, grad_norm: 7.4449 2020-10-13 15:41:30,641 - mmaction - INFO - Epoch [47][660/5010] lr: 7.500e-05, eta: 5:25:45, time: 1.001, data_time: 0.006, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9229, loss_cls: 0.8740, loss: 0.8740, grad_norm: 7.4801 2020-10-13 15:41:50,518 - mmaction - INFO - Epoch [47][680/5010] lr: 7.500e-05, eta: 5:25:25, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.7687, top5_acc: 0.9187, loss_cls: 0.9258, loss: 0.9258, grad_norm: 7.5688 2020-10-13 15:42:10,877 - mmaction - INFO - Epoch [47][700/5010] lr: 7.500e-05, eta: 5:25:05, time: 1.016, data_time: 0.006, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9031, loss_cls: 1.0080, loss: 1.0080, grad_norm: 7.6409 2020-10-13 15:42:30,330 - mmaction - INFO - Epoch [47][720/5010] lr: 7.500e-05, eta: 5:24:45, time: 0.974, data_time: 0.005, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9333, loss_cls: 0.8622, loss: 0.8622, grad_norm: 7.7752 2020-10-13 15:42:50,192 - mmaction - INFO - Epoch [47][740/5010] lr: 7.500e-05, eta: 5:24:25, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9302, loss_cls: 0.8673, loss: 0.8673, grad_norm: 7.3838 2020-10-13 15:43:10,150 - mmaction - INFO - Epoch [47][760/5010] lr: 7.500e-05, eta: 5:24:04, time: 0.998, data_time: 0.002, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9167, loss_cls: 0.9453, loss: 0.9453, grad_norm: 7.9656 2020-10-13 15:43:31,323 - mmaction - INFO - Epoch [47][780/5010] lr: 7.500e-05, eta: 5:23:44, time: 1.057, data_time: 0.002, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9385, loss_cls: 0.8434, loss: 0.8434, grad_norm: 7.5916 2020-10-13 15:43:50,712 - mmaction - INFO - Epoch [47][800/5010] lr: 7.500e-05, eta: 5:23:24, time: 0.971, data_time: 0.005, memory: 10398, top1_acc: 0.7990, top5_acc: 0.9396, loss_cls: 0.8216, loss: 0.8216, grad_norm: 7.4452 2020-10-13 15:44:10,419 - mmaction - INFO - Epoch [47][820/5010] lr: 7.500e-05, eta: 5:23:04, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9312, loss_cls: 0.8518, loss: 0.8518, grad_norm: 7.5337 2020-10-13 15:44:30,144 - mmaction - INFO - Epoch [47][840/5010] lr: 7.500e-05, eta: 5:22:44, time: 0.986, data_time: 0.004, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9365, loss_cls: 0.8263, loss: 0.8263, grad_norm: 7.7576 2020-10-13 15:44:51,482 - mmaction - INFO - Epoch [47][860/5010] lr: 7.500e-05, eta: 5:22:24, time: 1.067, data_time: 0.002, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9229, loss_cls: 0.8389, loss: 0.8389, grad_norm: 7.5328 2020-10-13 15:45:11,066 - mmaction - INFO - Epoch [47][880/5010] lr: 7.500e-05, eta: 5:22:03, time: 0.979, data_time: 0.004, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9281, loss_cls: 0.8533, loss: 0.8533, grad_norm: 7.3999 2020-10-13 15:45:31,403 - mmaction - INFO - Epoch [47][900/5010] lr: 7.500e-05, eta: 5:21:43, time: 1.015, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9188, loss_cls: 0.8462, loss: 0.8462, grad_norm: 7.2946 2020-10-13 15:45:51,651 - mmaction - INFO - Epoch [47][920/5010] lr: 7.500e-05, eta: 5:21:23, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9302, loss_cls: 0.8759, loss: 0.8759, grad_norm: 7.4810 2020-10-13 15:46:12,077 - mmaction - INFO - Epoch [47][940/5010] lr: 7.500e-05, eta: 5:21:03, time: 1.020, data_time: 0.004, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9198, loss_cls: 0.9436, loss: 0.9436, grad_norm: 7.8985 2020-10-13 15:46:32,914 - mmaction - INFO - Epoch [47][960/5010] lr: 7.500e-05, eta: 5:20:43, time: 1.044, data_time: 0.005, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9385, loss_cls: 0.8141, loss: 0.8141, grad_norm: 7.1002 2020-10-13 15:46:54,097 - mmaction - INFO - Epoch [47][980/5010] lr: 7.500e-05, eta: 5:20:23, time: 1.059, data_time: 0.002, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9417, loss_cls: 0.8455, loss: 0.8455, grad_norm: 7.5438 2020-10-13 15:47:14,387 - mmaction - INFO - Epoch [47][1000/5010] lr: 7.500e-05, eta: 5:20:02, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9219, loss_cls: 0.8696, loss: 0.8696, grad_norm: 7.6238 2020-10-13 15:47:34,546 - mmaction - INFO - Epoch [47][1020/5010] lr: 7.500e-05, eta: 5:19:42, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.8042, top5_acc: 0.9271, loss_cls: 0.8264, loss: 0.8264, grad_norm: 7.1012 2020-10-13 15:47:55,217 - mmaction - INFO - Epoch [47][1040/5010] lr: 7.500e-05, eta: 5:19:22, time: 1.034, data_time: 0.002, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9260, loss_cls: 0.8246, loss: 0.8246, grad_norm: 7.2528 2020-10-13 15:48:14,981 - mmaction - INFO - Epoch [47][1060/5010] lr: 7.500e-05, eta: 5:19:02, time: 0.986, data_time: 0.004, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9448, loss_cls: 0.7977, loss: 0.7977, grad_norm: 7.2696 2020-10-13 15:48:35,271 - mmaction - INFO - Epoch [47][1080/5010] lr: 7.500e-05, eta: 5:18:42, time: 1.016, data_time: 0.006, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9302, loss_cls: 0.8713, loss: 0.8713, grad_norm: 7.6104 2020-10-13 15:48:56,831 - mmaction - INFO - Epoch [47][1100/5010] lr: 7.500e-05, eta: 5:18:22, time: 1.078, data_time: 0.002, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9302, loss_cls: 0.8499, loss: 0.8499, grad_norm: 7.5172 2020-10-13 15:49:17,063 - mmaction - INFO - Epoch [47][1120/5010] lr: 7.500e-05, eta: 5:18:02, time: 1.010, data_time: 0.004, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9208, loss_cls: 0.8774, loss: 0.8774, grad_norm: 7.3102 2020-10-13 15:49:36,744 - mmaction - INFO - Epoch [47][1140/5010] lr: 7.500e-05, eta: 5:17:41, time: 0.986, data_time: 0.006, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9281, loss_cls: 0.8479, loss: 0.8479, grad_norm: 7.5366 2020-10-13 15:49:56,326 - mmaction - INFO - Epoch [47][1160/5010] lr: 7.500e-05, eta: 5:17:21, time: 0.977, data_time: 0.004, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9281, loss_cls: 0.8741, loss: 0.8741, grad_norm: 7.6832 2020-10-13 15:50:15,972 - mmaction - INFO - Epoch [47][1180/5010] lr: 7.500e-05, eta: 5:17:01, time: 0.984, data_time: 0.006, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9188, loss_cls: 0.8869, loss: 0.8869, grad_norm: 7.3865 2020-10-13 15:50:35,950 - mmaction - INFO - Epoch [47][1200/5010] lr: 7.500e-05, eta: 5:16:41, time: 0.999, data_time: 0.004, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9427, loss_cls: 0.7845, loss: 0.7845, grad_norm: 7.3867 2020-10-13 15:50:56,021 - mmaction - INFO - Epoch [47][1220/5010] lr: 7.500e-05, eta: 5:16:21, time: 1.004, data_time: 0.002, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9302, loss_cls: 0.8102, loss: 0.8102, grad_norm: 7.4125 2020-10-13 15:51:16,188 - mmaction - INFO - Epoch [47][1240/5010] lr: 7.500e-05, eta: 5:16:00, time: 1.005, data_time: 0.004, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9229, loss_cls: 0.9111, loss: 0.9111, grad_norm: 7.8005 2020-10-13 15:51:35,849 - mmaction - INFO - Epoch [47][1260/5010] lr: 7.500e-05, eta: 5:15:40, time: 0.986, data_time: 0.007, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9292, loss_cls: 0.8405, loss: 0.8405, grad_norm: 7.5461 2020-10-13 15:51:55,879 - mmaction - INFO - Epoch [47][1280/5010] lr: 7.500e-05, eta: 5:15:20, time: 1.002, data_time: 0.003, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9198, loss_cls: 0.8734, loss: 0.8734, grad_norm: 7.1619 2020-10-13 15:52:16,204 - mmaction - INFO - Epoch [47][1300/5010] lr: 7.500e-05, eta: 5:15:00, time: 1.014, data_time: 0.004, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9292, loss_cls: 0.8800, loss: 0.8800, grad_norm: 7.5048 2020-10-13 15:52:36,360 - mmaction - INFO - Epoch [47][1320/5010] lr: 7.500e-05, eta: 5:14:40, time: 1.010, data_time: 0.006, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9344, loss_cls: 0.8272, loss: 0.8272, grad_norm: 7.3791 2020-10-13 15:52:56,387 - mmaction - INFO - Epoch [47][1340/5010] lr: 7.500e-05, eta: 5:14:19, time: 1.002, data_time: 0.002, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9271, loss_cls: 0.8867, loss: 0.8867, grad_norm: 7.7515 2020-10-13 15:53:16,251 - mmaction - INFO - Epoch [47][1360/5010] lr: 7.500e-05, eta: 5:13:59, time: 0.991, data_time: 0.006, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9167, loss_cls: 0.8832, loss: 0.8832, grad_norm: 7.5766 2020-10-13 15:53:36,056 - mmaction - INFO - Epoch [47][1380/5010] lr: 7.500e-05, eta: 5:13:39, time: 0.992, data_time: 0.006, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9156, loss_cls: 0.9301, loss: 0.9301, grad_norm: 7.9003 2020-10-13 15:53:56,418 - mmaction - INFO - Epoch [47][1400/5010] lr: 7.500e-05, eta: 5:13:19, time: 1.016, data_time: 0.004, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9313, loss_cls: 0.8933, loss: 0.8933, grad_norm: 7.9041 2020-10-13 15:54:15,931 - mmaction - INFO - Epoch [47][1420/5010] lr: 7.500e-05, eta: 5:12:59, time: 0.977, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9177, loss_cls: 0.8908, loss: 0.8908, grad_norm: 7.4155 2020-10-13 15:54:36,596 - mmaction - INFO - Epoch [47][1440/5010] lr: 7.500e-05, eta: 5:12:39, time: 1.031, data_time: 0.004, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9302, loss_cls: 0.8756, loss: 0.8756, grad_norm: 7.4498 2020-10-13 15:54:56,267 - mmaction - INFO - Epoch [47][1460/5010] lr: 7.500e-05, eta: 5:12:18, time: 0.986, data_time: 0.006, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9094, loss_cls: 0.8852, loss: 0.8852, grad_norm: 7.5479 2020-10-13 15:55:16,582 - mmaction - INFO - Epoch [47][1480/5010] lr: 7.500e-05, eta: 5:11:58, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9333, loss_cls: 0.8722, loss: 0.8722, grad_norm: 7.5696 2020-10-13 15:55:35,961 - mmaction - INFO - Epoch [47][1500/5010] lr: 7.500e-05, eta: 5:11:38, time: 0.970, data_time: 0.006, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9115, loss_cls: 0.9043, loss: 0.9043, grad_norm: 7.4333 2020-10-13 15:55:56,023 - mmaction - INFO - Epoch [47][1520/5010] lr: 7.500e-05, eta: 5:11:18, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9323, loss_cls: 0.8401, loss: 0.8401, grad_norm: 7.4527 2020-10-13 15:56:16,381 - mmaction - INFO - Epoch [47][1540/5010] lr: 7.500e-05, eta: 5:10:58, time: 1.019, data_time: 0.005, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9219, loss_cls: 0.8552, loss: 0.8552, grad_norm: 7.3549 2020-10-13 15:56:36,449 - mmaction - INFO - Epoch [47][1560/5010] lr: 7.500e-05, eta: 5:10:37, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9323, loss_cls: 0.8371, loss: 0.8371, grad_norm: 7.6122 2020-10-13 15:56:55,999 - mmaction - INFO - Epoch [47][1580/5010] lr: 7.500e-05, eta: 5:10:17, time: 0.979, data_time: 0.005, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9229, loss_cls: 0.8270, loss: 0.8270, grad_norm: 7.3696 2020-10-13 15:57:16,028 - mmaction - INFO - Epoch [47][1600/5010] lr: 7.500e-05, eta: 5:09:57, time: 1.000, data_time: 0.004, memory: 10398, top1_acc: 0.8104, top5_acc: 0.9500, loss_cls: 0.7291, loss: 0.7291, grad_norm: 7.3496 2020-10-13 15:57:36,574 - mmaction - INFO - Epoch [47][1620/5010] lr: 7.500e-05, eta: 5:09:37, time: 1.028, data_time: 0.005, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9396, loss_cls: 0.7980, loss: 0.7980, grad_norm: 7.1648 2020-10-13 15:57:56,487 - mmaction - INFO - Epoch [47][1640/5010] lr: 7.500e-05, eta: 5:09:17, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9219, loss_cls: 0.8435, loss: 0.8435, grad_norm: 7.2587 2020-10-13 15:58:16,699 - mmaction - INFO - Epoch [47][1660/5010] lr: 7.500e-05, eta: 5:08:57, time: 1.011, data_time: 0.005, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9333, loss_cls: 0.8050, loss: 0.8050, grad_norm: 7.4483 2020-10-13 15:58:36,748 - mmaction - INFO - Epoch [47][1680/5010] lr: 7.500e-05, eta: 5:08:36, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9333, loss_cls: 0.8491, loss: 0.8491, grad_norm: 7.6580 2020-10-13 15:58:57,136 - mmaction - INFO - Epoch [47][1700/5010] lr: 7.500e-05, eta: 5:08:16, time: 1.018, data_time: 0.004, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9156, loss_cls: 0.9236, loss: 0.9236, grad_norm: 7.5038 2020-10-13 15:59:16,712 - mmaction - INFO - Epoch [47][1720/5010] lr: 7.500e-05, eta: 5:07:56, time: 0.980, data_time: 0.006, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9333, loss_cls: 0.8462, loss: 0.8462, grad_norm: 7.5423 2020-10-13 15:59:36,616 - mmaction - INFO - Epoch [47][1740/5010] lr: 7.500e-05, eta: 5:07:36, time: 0.994, data_time: 0.004, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9313, loss_cls: 0.8534, loss: 0.8534, grad_norm: 7.4262 2020-10-13 15:59:56,542 - mmaction - INFO - Epoch [47][1760/5010] lr: 7.500e-05, eta: 5:07:16, time: 0.998, data_time: 0.005, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9354, loss_cls: 0.7870, loss: 0.7870, grad_norm: 7.2848 2020-10-13 16:00:20,351 - mmaction - INFO - Epoch [47][1780/5010] lr: 7.500e-05, eta: 5:06:56, time: 1.185, data_time: 0.013, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9292, loss_cls: 0.8450, loss: 0.8450, grad_norm: 7.2909 2020-10-13 16:00:39,520 - mmaction - INFO - Epoch [47][1800/5010] lr: 7.500e-05, eta: 5:06:35, time: 0.964, data_time: 0.018, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9271, loss_cls: 0.8865, loss: 0.8865, grad_norm: 7.3883 2020-10-13 16:01:00,694 - mmaction - INFO - Epoch [47][1820/5010] lr: 7.500e-05, eta: 5:06:15, time: 1.057, data_time: 0.004, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9219, loss_cls: 0.8782, loss: 0.8782, grad_norm: 7.6817 2020-10-13 16:01:20,816 - mmaction - INFO - Epoch [47][1840/5010] lr: 7.500e-05, eta: 5:05:55, time: 1.008, data_time: 0.006, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9250, loss_cls: 0.9087, loss: 0.9087, grad_norm: 7.7784 2020-10-13 16:01:40,631 - mmaction - INFO - Epoch [47][1860/5010] lr: 7.500e-05, eta: 5:05:35, time: 0.989, data_time: 0.004, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9167, loss_cls: 0.9787, loss: 0.9787, grad_norm: 8.3574 2020-10-13 16:02:01,182 - mmaction - INFO - Epoch [47][1880/5010] lr: 7.500e-05, eta: 5:05:15, time: 1.029, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9292, loss_cls: 0.8816, loss: 0.8816, grad_norm: 7.4163 2020-10-13 16:02:20,606 - mmaction - INFO - Epoch [47][1900/5010] lr: 7.500e-05, eta: 5:04:55, time: 0.970, data_time: 0.005, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9135, loss_cls: 0.9106, loss: 0.9106, grad_norm: 7.5649 2020-10-13 16:02:41,738 - mmaction - INFO - Epoch [47][1920/5010] lr: 7.500e-05, eta: 5:04:35, time: 1.058, data_time: 0.005, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9073, loss_cls: 0.9427, loss: 0.9427, grad_norm: 7.6781 2020-10-13 16:03:02,160 - mmaction - INFO - Epoch [47][1940/5010] lr: 7.500e-05, eta: 5:04:14, time: 1.020, data_time: 0.005, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9302, loss_cls: 0.8601, loss: 0.8601, grad_norm: 7.4455 2020-10-13 16:03:22,759 - mmaction - INFO - Epoch [47][1960/5010] lr: 7.500e-05, eta: 5:03:54, time: 1.032, data_time: 0.005, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9271, loss_cls: 0.8796, loss: 0.8796, grad_norm: 7.5588 2020-10-13 16:03:43,368 - mmaction - INFO - Epoch [47][1980/5010] lr: 7.500e-05, eta: 5:03:34, time: 1.031, data_time: 0.002, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9250, loss_cls: 0.9497, loss: 0.9497, grad_norm: 8.0251 2020-10-13 16:04:03,117 - mmaction - INFO - Epoch [47][2000/5010] lr: 7.500e-05, eta: 5:03:14, time: 0.986, data_time: 0.005, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9260, loss_cls: 0.8598, loss: 0.8598, grad_norm: 7.3844 2020-10-13 16:04:24,003 - mmaction - INFO - Epoch [47][2020/5010] lr: 7.500e-05, eta: 5:02:54, time: 1.046, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9302, loss_cls: 0.8687, loss: 0.8687, grad_norm: 7.5894 2020-10-13 16:04:43,916 - mmaction - INFO - Epoch [47][2040/5010] lr: 7.500e-05, eta: 5:02:34, time: 0.996, data_time: 0.002, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9375, loss_cls: 0.8548, loss: 0.8548, grad_norm: 7.7620 2020-10-13 16:05:04,052 - mmaction - INFO - Epoch [47][2060/5010] lr: 7.500e-05, eta: 5:02:13, time: 1.007, data_time: 0.004, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9417, loss_cls: 0.8120, loss: 0.8120, grad_norm: 7.2386 2020-10-13 16:05:24,775 - mmaction - INFO - Epoch [47][2080/5010] lr: 7.500e-05, eta: 5:01:53, time: 1.036, data_time: 0.002, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9240, loss_cls: 0.8519, loss: 0.8519, grad_norm: 7.3839 2020-10-13 16:05:44,667 - mmaction - INFO - Epoch [47][2100/5010] lr: 7.500e-05, eta: 5:01:33, time: 0.995, data_time: 0.002, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9240, loss_cls: 0.9041, loss: 0.9041, grad_norm: 7.6131 2020-10-13 16:06:06,600 - mmaction - INFO - Epoch [47][2120/5010] lr: 7.500e-05, eta: 5:01:13, time: 1.095, data_time: 0.004, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9115, loss_cls: 0.9145, loss: 0.9145, grad_norm: 7.6510 2020-10-13 16:06:25,949 - mmaction - INFO - Epoch [47][2140/5010] lr: 7.500e-05, eta: 5:00:53, time: 0.969, data_time: 0.005, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9365, loss_cls: 0.8313, loss: 0.8313, grad_norm: 7.6766 2020-10-13 16:06:46,554 - mmaction - INFO - Epoch [47][2160/5010] lr: 7.500e-05, eta: 5:00:33, time: 1.030, data_time: 0.002, memory: 10398, top1_acc: 0.8052, top5_acc: 0.9354, loss_cls: 0.7929, loss: 0.7929, grad_norm: 7.2813 2020-10-13 16:07:06,403 - mmaction - INFO - Epoch [47][2180/5010] lr: 7.500e-05, eta: 5:00:13, time: 0.991, data_time: 0.005, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9344, loss_cls: 0.8429, loss: 0.8429, grad_norm: 7.3467 2020-10-13 16:07:26,348 - mmaction - INFO - Epoch [47][2200/5010] lr: 7.500e-05, eta: 4:59:52, time: 0.998, data_time: 0.006, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9156, loss_cls: 0.9292, loss: 0.9292, grad_norm: 7.5014 2020-10-13 16:07:47,309 - mmaction - INFO - Epoch [47][2220/5010] lr: 7.500e-05, eta: 4:59:32, time: 1.050, data_time: 0.003, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9167, loss_cls: 0.9060, loss: 0.9060, grad_norm: 7.6054 2020-10-13 16:08:07,997 - mmaction - INFO - Epoch [47][2240/5010] lr: 7.500e-05, eta: 4:59:12, time: 1.033, data_time: 0.004, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9115, loss_cls: 0.8881, loss: 0.8881, grad_norm: 7.5577 2020-10-13 16:08:28,813 - mmaction - INFO - Epoch [47][2260/5010] lr: 7.500e-05, eta: 4:58:52, time: 1.042, data_time: 0.005, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9271, loss_cls: 0.8830, loss: 0.8830, grad_norm: 7.6218 2020-10-13 16:08:48,757 - mmaction - INFO - Epoch [47][2280/5010] lr: 7.500e-05, eta: 4:58:32, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.7687, top5_acc: 0.9240, loss_cls: 0.9249, loss: 0.9249, grad_norm: 7.9769 2020-10-13 16:09:08,481 - mmaction - INFO - Epoch [47][2300/5010] lr: 7.500e-05, eta: 4:58:12, time: 0.984, data_time: 0.004, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9281, loss_cls: 0.8011, loss: 0.8011, grad_norm: 7.2140 2020-10-13 16:09:29,552 - mmaction - INFO - Epoch [47][2320/5010] lr: 7.500e-05, eta: 4:57:51, time: 1.054, data_time: 0.005, memory: 10398, top1_acc: 0.8000, top5_acc: 0.9333, loss_cls: 0.7948, loss: 0.7948, grad_norm: 6.9834 2020-10-13 16:09:49,438 - mmaction - INFO - Epoch [47][2340/5010] lr: 7.500e-05, eta: 4:57:31, time: 0.995, data_time: 0.003, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9427, loss_cls: 0.8431, loss: 0.8431, grad_norm: 7.5736 2020-10-13 16:10:09,551 - mmaction - INFO - Epoch [47][2360/5010] lr: 7.500e-05, eta: 4:57:11, time: 1.006, data_time: 0.004, memory: 10398, top1_acc: 0.7979, top5_acc: 0.9344, loss_cls: 0.7753, loss: 0.7753, grad_norm: 6.8906 2020-10-13 16:10:31,451 - mmaction - INFO - Epoch [47][2380/5010] lr: 7.500e-05, eta: 4:56:51, time: 1.094, data_time: 0.002, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9323, loss_cls: 0.8580, loss: 0.8580, grad_norm: 7.4896 2020-10-13 16:10:51,752 - mmaction - INFO - Epoch [47][2400/5010] lr: 7.500e-05, eta: 4:56:31, time: 1.016, data_time: 0.004, memory: 10398, top1_acc: 0.7687, top5_acc: 0.9156, loss_cls: 0.8829, loss: 0.8829, grad_norm: 7.6698 2020-10-13 16:11:11,082 - mmaction - INFO - Epoch [47][2420/5010] lr: 7.500e-05, eta: 4:56:11, time: 0.964, data_time: 0.004, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9312, loss_cls: 0.8159, loss: 0.8159, grad_norm: 7.2796 2020-10-13 16:11:31,968 - mmaction - INFO - Epoch [47][2440/5010] lr: 7.500e-05, eta: 4:55:51, time: 1.045, data_time: 0.007, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9323, loss_cls: 0.8570, loss: 0.8570, grad_norm: 8.3338 2020-10-13 16:11:53,904 - mmaction - INFO - Epoch [47][2460/5010] lr: 7.500e-05, eta: 4:55:30, time: 1.098, data_time: 0.005, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9198, loss_cls: 0.8807, loss: 0.8807, grad_norm: 7.4355 2020-10-13 16:12:12,829 - mmaction - INFO - Epoch [47][2480/5010] lr: 7.500e-05, eta: 4:55:10, time: 0.946, data_time: 0.006, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9312, loss_cls: 0.8319, loss: 0.8319, grad_norm: 7.3835 2020-10-13 16:12:33,065 - mmaction - INFO - Epoch [47][2500/5010] lr: 7.500e-05, eta: 4:54:50, time: 1.012, data_time: 0.004, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9427, loss_cls: 0.7950, loss: 0.7950, grad_norm: 7.3351 2020-10-13 16:12:54,541 - mmaction - INFO - Epoch [47][2520/5010] lr: 7.500e-05, eta: 4:54:30, time: 1.074, data_time: 0.002, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9302, loss_cls: 0.8311, loss: 0.8311, grad_norm: 7.1745 2020-10-13 16:13:13,937 - mmaction - INFO - Epoch [47][2540/5010] lr: 7.500e-05, eta: 4:54:10, time: 0.968, data_time: 0.004, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9281, loss_cls: 0.8721, loss: 0.8721, grad_norm: 7.5440 2020-10-13 16:13:34,563 - mmaction - INFO - Epoch [47][2560/5010] lr: 7.500e-05, eta: 4:53:50, time: 1.033, data_time: 0.006, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9177, loss_cls: 0.8586, loss: 0.8586, grad_norm: 7.4567 2020-10-13 16:13:54,814 - mmaction - INFO - Epoch [47][2580/5010] lr: 7.500e-05, eta: 4:53:29, time: 1.012, data_time: 0.002, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9240, loss_cls: 0.8375, loss: 0.8375, grad_norm: 7.4391 2020-10-13 16:14:15,900 - mmaction - INFO - Epoch [47][2600/5010] lr: 7.500e-05, eta: 4:53:09, time: 1.053, data_time: 0.005, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9156, loss_cls: 0.9507, loss: 0.9507, grad_norm: 7.6850 2020-10-13 16:14:36,485 - mmaction - INFO - Epoch [47][2620/5010] lr: 7.500e-05, eta: 4:52:49, time: 1.029, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9250, loss_cls: 0.8788, loss: 0.8788, grad_norm: 7.8337 2020-10-13 16:14:56,332 - mmaction - INFO - Epoch [47][2640/5010] lr: 7.500e-05, eta: 4:52:29, time: 0.994, data_time: 0.005, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9229, loss_cls: 0.8846, loss: 0.8846, grad_norm: 7.7930 2020-10-13 16:15:16,556 - mmaction - INFO - Epoch [47][2660/5010] lr: 7.500e-05, eta: 4:52:09, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9187, loss_cls: 0.9288, loss: 0.9288, grad_norm: 7.5535 2020-10-13 16:15:37,370 - mmaction - INFO - Epoch [47][2680/5010] lr: 7.500e-05, eta: 4:51:49, time: 1.043, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9323, loss_cls: 0.9015, loss: 0.9015, grad_norm: 8.1024 2020-10-13 16:15:58,995 - mmaction - INFO - Epoch [47][2700/5010] lr: 7.500e-05, eta: 4:51:29, time: 1.080, data_time: 0.004, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9313, loss_cls: 0.8200, loss: 0.8200, grad_norm: 7.5528 2020-10-13 16:16:18,561 - mmaction - INFO - Epoch [47][2720/5010] lr: 7.500e-05, eta: 4:51:08, time: 0.980, data_time: 0.005, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9240, loss_cls: 0.8624, loss: 0.8624, grad_norm: 7.3648 2020-10-13 16:16:39,052 - mmaction - INFO - Epoch [47][2740/5010] lr: 7.500e-05, eta: 4:50:48, time: 1.023, data_time: 0.005, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9385, loss_cls: 0.7960, loss: 0.7960, grad_norm: 7.0502 2020-10-13 16:16:59,128 - mmaction - INFO - Epoch [47][2760/5010] lr: 7.500e-05, eta: 4:50:28, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9083, loss_cls: 0.9360, loss: 0.9360, grad_norm: 7.8733 2020-10-13 16:17:19,026 - mmaction - INFO - Epoch [47][2780/5010] lr: 7.500e-05, eta: 4:50:08, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.7990, top5_acc: 0.9333, loss_cls: 0.7826, loss: 0.7826, grad_norm: 7.1809 2020-10-13 16:17:40,013 - mmaction - INFO - Epoch [47][2800/5010] lr: 7.500e-05, eta: 4:49:48, time: 1.051, data_time: 0.005, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9250, loss_cls: 0.8927, loss: 0.8927, grad_norm: 7.8293 2020-10-13 16:17:59,970 - mmaction - INFO - Epoch [47][2820/5010] lr: 7.500e-05, eta: 4:49:28, time: 0.996, data_time: 0.004, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9333, loss_cls: 0.8144, loss: 0.8144, grad_norm: 7.2697 2020-10-13 16:18:20,411 - mmaction - INFO - Epoch [47][2840/5010] lr: 7.500e-05, eta: 4:49:07, time: 1.023, data_time: 0.005, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9260, loss_cls: 0.8225, loss: 0.8225, grad_norm: 7.5722 2020-10-13 16:18:41,255 - mmaction - INFO - Epoch [47][2860/5010] lr: 7.500e-05, eta: 4:48:47, time: 1.040, data_time: 0.005, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9219, loss_cls: 0.8213, loss: 0.8213, grad_norm: 7.4093 2020-10-13 16:19:02,450 - mmaction - INFO - Epoch [47][2880/5010] lr: 7.500e-05, eta: 4:48:27, time: 1.062, data_time: 0.006, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9125, loss_cls: 0.8628, loss: 0.8628, grad_norm: 7.6935 2020-10-13 16:19:22,556 - mmaction - INFO - Epoch [47][2900/5010] lr: 7.500e-05, eta: 4:48:07, time: 1.005, data_time: 0.004, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9302, loss_cls: 0.8691, loss: 0.8691, grad_norm: 7.7616 2020-10-13 16:19:42,892 - mmaction - INFO - Epoch [47][2920/5010] lr: 7.500e-05, eta: 4:47:47, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9250, loss_cls: 0.8301, loss: 0.8301, grad_norm: 7.3124 2020-10-13 16:20:03,405 - mmaction - INFO - Epoch [47][2940/5010] lr: 7.500e-05, eta: 4:47:27, time: 1.025, data_time: 0.004, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9260, loss_cls: 0.8710, loss: 0.8710, grad_norm: 7.3862 2020-10-13 16:20:23,755 - mmaction - INFO - Epoch [47][2960/5010] lr: 7.500e-05, eta: 4:47:07, time: 1.018, data_time: 0.002, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9260, loss_cls: 0.8946, loss: 0.8946, grad_norm: 7.6335 2020-10-13 16:20:44,698 - mmaction - INFO - Epoch [47][2980/5010] lr: 7.500e-05, eta: 4:46:46, time: 1.047, data_time: 0.002, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9365, loss_cls: 0.8640, loss: 0.8640, grad_norm: 7.5692 2020-10-13 16:21:04,795 - mmaction - INFO - Epoch [47][3000/5010] lr: 7.500e-05, eta: 4:46:26, time: 1.003, data_time: 0.005, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9365, loss_cls: 0.8470, loss: 0.8470, grad_norm: 7.6185 2020-10-13 16:21:25,006 - mmaction - INFO - Epoch [47][3020/5010] lr: 7.500e-05, eta: 4:46:06, time: 1.012, data_time: 0.005, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9219, loss_cls: 0.8617, loss: 0.8617, grad_norm: 7.3383 2020-10-13 16:21:46,216 - mmaction - INFO - Epoch [47][3040/5010] lr: 7.500e-05, eta: 4:45:46, time: 1.061, data_time: 0.002, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9458, loss_cls: 0.7837, loss: 0.7837, grad_norm: 7.5196 2020-10-13 16:22:06,374 - mmaction - INFO - Epoch [47][3060/5010] lr: 7.500e-05, eta: 4:45:26, time: 1.006, data_time: 0.004, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9208, loss_cls: 0.9123, loss: 0.9123, grad_norm: 7.4792 2020-10-13 16:22:26,829 - mmaction - INFO - Epoch [47][3080/5010] lr: 7.500e-05, eta: 4:45:06, time: 1.024, data_time: 0.005, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9260, loss_cls: 0.8253, loss: 0.8253, grad_norm: 7.1118 2020-10-13 16:22:46,438 - mmaction - INFO - Epoch [47][3100/5010] lr: 7.500e-05, eta: 4:44:46, time: 0.981, data_time: 0.002, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9312, loss_cls: 0.7930, loss: 0.7930, grad_norm: 7.1339 2020-10-13 16:23:07,233 - mmaction - INFO - Epoch [47][3120/5010] lr: 7.500e-05, eta: 4:44:25, time: 1.040, data_time: 0.005, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9281, loss_cls: 0.8612, loss: 0.8612, grad_norm: 7.3169 2020-10-13 16:23:29,092 - mmaction - INFO - Epoch [47][3140/5010] lr: 7.500e-05, eta: 4:44:05, time: 1.093, data_time: 0.002, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9156, loss_cls: 0.8927, loss: 0.8927, grad_norm: 7.4860 2020-10-13 16:23:48,958 - mmaction - INFO - Epoch [47][3160/5010] lr: 7.500e-05, eta: 4:43:45, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9302, loss_cls: 0.8729, loss: 0.8729, grad_norm: 7.5011 2020-10-13 16:24:08,836 - mmaction - INFO - Epoch [47][3180/5010] lr: 7.500e-05, eta: 4:43:25, time: 0.992, data_time: 0.004, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9323, loss_cls: 0.7880, loss: 0.7880, grad_norm: 7.0682 2020-10-13 16:24:28,567 - mmaction - INFO - Epoch [47][3200/5010] lr: 7.500e-05, eta: 4:43:05, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9156, loss_cls: 0.9196, loss: 0.9196, grad_norm: 7.8493 2020-10-13 16:24:49,087 - mmaction - INFO - Epoch [47][3220/5010] lr: 7.500e-05, eta: 4:42:45, time: 1.026, data_time: 0.002, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9167, loss_cls: 0.9339, loss: 0.9339, grad_norm: 8.1084 2020-10-13 16:25:09,392 - mmaction - INFO - Epoch [47][3240/5010] lr: 7.500e-05, eta: 4:42:24, time: 1.015, data_time: 0.005, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9271, loss_cls: 0.8378, loss: 0.8378, grad_norm: 7.5575 2020-10-13 16:25:29,667 - mmaction - INFO - Epoch [47][3260/5010] lr: 7.500e-05, eta: 4:42:04, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9208, loss_cls: 0.9347, loss: 0.9347, grad_norm: 8.0046 2020-10-13 16:25:49,365 - mmaction - INFO - Epoch [47][3280/5010] lr: 7.500e-05, eta: 4:41:44, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9240, loss_cls: 0.8909, loss: 0.8909, grad_norm: 7.4784 2020-10-13 16:26:09,582 - mmaction - INFO - Epoch [47][3300/5010] lr: 7.500e-05, eta: 4:41:24, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9323, loss_cls: 0.8435, loss: 0.8435, grad_norm: 7.6941 2020-10-13 16:26:29,790 - mmaction - INFO - Epoch [47][3320/5010] lr: 7.500e-05, eta: 4:41:04, time: 1.012, data_time: 0.005, memory: 10398, top1_acc: 0.7979, top5_acc: 0.9438, loss_cls: 0.7902, loss: 0.7902, grad_norm: 7.2421 2020-10-13 16:26:50,583 - mmaction - INFO - Epoch [47][3340/5010] lr: 7.500e-05, eta: 4:40:44, time: 1.039, data_time: 0.002, memory: 10398, top1_acc: 0.8010, top5_acc: 0.9281, loss_cls: 0.8290, loss: 0.8290, grad_norm: 7.4478 2020-10-13 16:27:10,149 - mmaction - INFO - Epoch [47][3360/5010] lr: 7.500e-05, eta: 4:40:23, time: 0.977, data_time: 0.005, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9323, loss_cls: 0.8261, loss: 0.8261, grad_norm: 7.6294 2020-10-13 16:27:30,392 - mmaction - INFO - Epoch [47][3380/5010] lr: 7.500e-05, eta: 4:40:03, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9240, loss_cls: 0.9384, loss: 0.9384, grad_norm: 7.8749 2020-10-13 16:27:50,059 - mmaction - INFO - Epoch [47][3400/5010] lr: 7.500e-05, eta: 4:39:43, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9187, loss_cls: 0.9668, loss: 0.9668, grad_norm: 7.9210 2020-10-13 16:28:10,489 - mmaction - INFO - Epoch [47][3420/5010] lr: 7.500e-05, eta: 4:39:23, time: 1.020, data_time: 0.004, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9385, loss_cls: 0.8587, loss: 0.8587, grad_norm: 7.6871 2020-10-13 16:28:31,162 - mmaction - INFO - Epoch [47][3440/5010] lr: 7.500e-05, eta: 4:39:03, time: 1.034, data_time: 0.005, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9208, loss_cls: 0.8798, loss: 0.8798, grad_norm: 7.4029 2020-10-13 16:28:51,006 - mmaction - INFO - Epoch [47][3460/5010] lr: 7.500e-05, eta: 4:38:43, time: 0.994, data_time: 0.006, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9281, loss_cls: 0.8822, loss: 0.8822, grad_norm: 7.6700 2020-10-13 16:29:11,051 - mmaction - INFO - Epoch [47][3480/5010] lr: 7.500e-05, eta: 4:38:22, time: 1.000, data_time: 0.004, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9146, loss_cls: 0.8846, loss: 0.8846, grad_norm: 7.2498 2020-10-13 16:29:30,917 - mmaction - INFO - Epoch [47][3500/5010] lr: 7.500e-05, eta: 4:38:02, time: 0.995, data_time: 0.006, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9240, loss_cls: 0.8568, loss: 0.8568, grad_norm: 7.6318 2020-10-13 16:29:51,641 - mmaction - INFO - Epoch [47][3520/5010] lr: 7.500e-05, eta: 4:37:42, time: 1.036, data_time: 0.002, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9313, loss_cls: 0.8540, loss: 0.8540, grad_norm: 7.8176 2020-10-13 16:30:11,194 - mmaction - INFO - Epoch [47][3540/5010] lr: 7.500e-05, eta: 4:37:22, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9177, loss_cls: 0.8867, loss: 0.8867, grad_norm: 7.3627 2020-10-13 16:30:31,724 - mmaction - INFO - Epoch [47][3560/5010] lr: 7.500e-05, eta: 4:37:02, time: 1.024, data_time: 0.002, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9250, loss_cls: 0.8253, loss: 0.8253, grad_norm: 7.5811 2020-10-13 16:30:52,043 - mmaction - INFO - Epoch [47][3580/5010] lr: 7.500e-05, eta: 4:36:41, time: 1.018, data_time: 0.006, memory: 10398, top1_acc: 0.7969, top5_acc: 0.9344, loss_cls: 0.8055, loss: 0.8055, grad_norm: 7.3626 2020-10-13 16:31:12,276 - mmaction - INFO - Epoch [47][3600/5010] lr: 7.500e-05, eta: 4:36:21, time: 1.010, data_time: 0.005, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9271, loss_cls: 0.8601, loss: 0.8601, grad_norm: 7.5648 2020-10-13 16:31:32,376 - mmaction - INFO - Epoch [47][3620/5010] lr: 7.500e-05, eta: 4:36:01, time: 1.007, data_time: 0.006, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9323, loss_cls: 0.8190, loss: 0.8190, grad_norm: 7.2723 2020-10-13 16:31:52,532 - mmaction - INFO - Epoch [47][3640/5010] lr: 7.500e-05, eta: 4:35:41, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9292, loss_cls: 0.8486, loss: 0.8486, grad_norm: 7.4433 2020-10-13 16:32:13,171 - mmaction - INFO - Epoch [47][3660/5010] lr: 7.500e-05, eta: 4:35:21, time: 1.033, data_time: 0.006, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9292, loss_cls: 0.8996, loss: 0.8996, grad_norm: 7.6904 2020-10-13 16:32:34,019 - mmaction - INFO - Epoch [47][3680/5010] lr: 7.500e-05, eta: 4:35:01, time: 1.042, data_time: 0.007, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9177, loss_cls: 0.8618, loss: 0.8618, grad_norm: 7.2958 2020-10-13 16:32:53,872 - mmaction - INFO - Epoch [47][3700/5010] lr: 7.500e-05, eta: 4:34:40, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9219, loss_cls: 0.8677, loss: 0.8677, grad_norm: 7.4606 2020-10-13 16:33:13,617 - mmaction - INFO - Epoch [47][3720/5010] lr: 7.500e-05, eta: 4:34:20, time: 0.987, data_time: 0.004, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9229, loss_cls: 0.8693, loss: 0.8693, grad_norm: 7.8840 2020-10-13 16:33:34,837 - mmaction - INFO - Epoch [47][3740/5010] lr: 7.500e-05, eta: 4:34:00, time: 1.060, data_time: 0.003, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9292, loss_cls: 0.8596, loss: 0.8596, grad_norm: 7.6828 2020-10-13 16:33:55,887 - mmaction - INFO - Epoch [47][3760/5010] lr: 7.500e-05, eta: 4:33:40, time: 1.053, data_time: 0.005, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9281, loss_cls: 0.8523, loss: 0.8523, grad_norm: 7.2944 2020-10-13 16:34:16,141 - mmaction - INFO - Epoch [47][3780/5010] lr: 7.500e-05, eta: 4:33:20, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9135, loss_cls: 0.9472, loss: 0.9472, grad_norm: 7.9527 2020-10-13 16:34:36,347 - mmaction - INFO - Epoch [47][3800/5010] lr: 7.500e-05, eta: 4:33:00, time: 1.008, data_time: 0.006, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9250, loss_cls: 0.8507, loss: 0.8507, grad_norm: 7.2998 2020-10-13 16:34:57,020 - mmaction - INFO - Epoch [47][3820/5010] lr: 7.500e-05, eta: 4:32:40, time: 1.035, data_time: 0.005, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9292, loss_cls: 0.8733, loss: 0.8733, grad_norm: 7.6033 2020-10-13 16:35:17,052 - mmaction - INFO - Epoch [47][3840/5010] lr: 7.500e-05, eta: 4:32:19, time: 1.000, data_time: 0.004, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9323, loss_cls: 0.8245, loss: 0.8245, grad_norm: 7.5302 2020-10-13 16:35:38,770 - mmaction - INFO - Epoch [47][3860/5010] lr: 7.500e-05, eta: 4:31:59, time: 1.087, data_time: 0.006, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9385, loss_cls: 0.8117, loss: 0.8117, grad_norm: 7.3462 2020-10-13 16:35:58,046 - mmaction - INFO - Epoch [47][3880/5010] lr: 7.500e-05, eta: 4:31:39, time: 0.963, data_time: 0.004, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9292, loss_cls: 0.8416, loss: 0.8416, grad_norm: 7.2696 2020-10-13 16:36:19,229 - mmaction - INFO - Epoch [47][3900/5010] lr: 7.500e-05, eta: 4:31:19, time: 1.060, data_time: 0.005, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9302, loss_cls: 0.8301, loss: 0.8301, grad_norm: 7.5093 2020-10-13 16:36:39,501 - mmaction - INFO - Epoch [47][3920/5010] lr: 7.500e-05, eta: 4:30:59, time: 1.014, data_time: 0.006, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9177, loss_cls: 0.8705, loss: 0.8705, grad_norm: 7.4092 2020-10-13 16:36:59,597 - mmaction - INFO - Epoch [47][3940/5010] lr: 7.500e-05, eta: 4:30:39, time: 1.005, data_time: 0.002, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9167, loss_cls: 0.8401, loss: 0.8401, grad_norm: 7.2503 2020-10-13 16:37:19,905 - mmaction - INFO - Epoch [47][3960/5010] lr: 7.500e-05, eta: 4:30:19, time: 1.015, data_time: 0.004, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9302, loss_cls: 0.8484, loss: 0.8484, grad_norm: 7.6210 2020-10-13 16:37:40,058 - mmaction - INFO - Epoch [47][3980/5010] lr: 7.500e-05, eta: 4:29:58, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9354, loss_cls: 0.8691, loss: 0.8691, grad_norm: 7.7678 2020-10-13 16:38:00,903 - mmaction - INFO - Epoch [47][4000/5010] lr: 7.500e-05, eta: 4:29:38, time: 1.044, data_time: 0.005, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9333, loss_cls: 0.8583, loss: 0.8583, grad_norm: 7.7576 2020-10-13 16:38:21,583 - mmaction - INFO - Epoch [47][4020/5010] lr: 7.500e-05, eta: 4:29:18, time: 1.033, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9125, loss_cls: 0.9344, loss: 0.9344, grad_norm: 7.9295 2020-10-13 16:38:42,030 - mmaction - INFO - Epoch [47][4040/5010] lr: 7.500e-05, eta: 4:28:58, time: 1.023, data_time: 0.003, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9354, loss_cls: 0.7866, loss: 0.7866, grad_norm: 7.4672 2020-10-13 16:39:01,978 - mmaction - INFO - Epoch [47][4060/5010] lr: 7.500e-05, eta: 4:28:38, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9271, loss_cls: 0.7967, loss: 0.7967, grad_norm: 7.3490 2020-10-13 16:39:23,344 - mmaction - INFO - Epoch [47][4080/5010] lr: 7.500e-05, eta: 4:28:18, time: 1.070, data_time: 0.005, memory: 10398, top1_acc: 0.8063, top5_acc: 0.9448, loss_cls: 0.7494, loss: 0.7494, grad_norm: 7.2403 2020-10-13 16:39:42,771 - mmaction - INFO - Epoch [47][4100/5010] lr: 7.500e-05, eta: 4:27:57, time: 0.971, data_time: 0.002, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9250, loss_cls: 0.8921, loss: 0.8921, grad_norm: 7.5162 2020-10-13 16:40:03,412 - mmaction - INFO - Epoch [47][4120/5010] lr: 7.500e-05, eta: 4:27:37, time: 1.032, data_time: 0.004, memory: 10398, top1_acc: 0.7687, top5_acc: 0.9354, loss_cls: 0.8466, loss: 0.8466, grad_norm: 7.7955 2020-10-13 16:40:23,469 - mmaction - INFO - Epoch [47][4140/5010] lr: 7.500e-05, eta: 4:27:17, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9292, loss_cls: 0.8832, loss: 0.8832, grad_norm: 7.6906 2020-10-13 16:40:44,421 - mmaction - INFO - Epoch [47][4160/5010] lr: 7.500e-05, eta: 4:26:57, time: 1.048, data_time: 0.002, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9292, loss_cls: 0.8755, loss: 0.8755, grad_norm: 7.6808 2020-10-13 16:41:04,145 - mmaction - INFO - Epoch [47][4180/5010] lr: 7.500e-05, eta: 4:26:37, time: 0.985, data_time: 0.005, memory: 10398, top1_acc: 0.8073, top5_acc: 0.9188, loss_cls: 0.8294, loss: 0.8294, grad_norm: 7.6251 2020-10-13 16:41:24,846 - mmaction - INFO - Epoch [47][4200/5010] lr: 7.500e-05, eta: 4:26:17, time: 1.037, data_time: 0.005, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9167, loss_cls: 0.8489, loss: 0.8489, grad_norm: 7.6054 2020-10-13 16:41:45,283 - mmaction - INFO - Epoch [47][4220/5010] lr: 7.500e-05, eta: 4:25:56, time: 1.022, data_time: 0.002, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9177, loss_cls: 0.9417, loss: 0.9417, grad_norm: 7.9912 2020-10-13 16:42:05,282 - mmaction - INFO - Epoch [47][4240/5010] lr: 7.500e-05, eta: 4:25:36, time: 0.998, data_time: 0.005, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9333, loss_cls: 0.8185, loss: 0.8185, grad_norm: 7.2228 2020-10-13 16:42:25,126 - mmaction - INFO - Epoch [47][4260/5010] lr: 7.500e-05, eta: 4:25:16, time: 0.994, data_time: 0.005, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9062, loss_cls: 0.9549, loss: 0.9549, grad_norm: 7.9573 2020-10-13 16:42:46,665 - mmaction - INFO - Epoch [47][4280/5010] lr: 7.500e-05, eta: 4:24:56, time: 1.077, data_time: 0.002, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9219, loss_cls: 0.8623, loss: 0.8623, grad_norm: 7.5184 2020-10-13 16:43:06,010 - mmaction - INFO - Epoch [47][4300/5010] lr: 7.500e-05, eta: 4:24:36, time: 0.966, data_time: 0.004, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9219, loss_cls: 0.9003, loss: 0.9003, grad_norm: 7.5341 2020-10-13 16:43:26,282 - mmaction - INFO - Epoch [47][4320/5010] lr: 7.500e-05, eta: 4:24:16, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9281, loss_cls: 0.8423, loss: 0.8423, grad_norm: 7.5037 2020-10-13 16:43:46,514 - mmaction - INFO - Epoch [47][4340/5010] lr: 7.500e-05, eta: 4:23:55, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9156, loss_cls: 0.9082, loss: 0.9082, grad_norm: 7.5226 2020-10-13 16:44:07,368 - mmaction - INFO - Epoch [47][4360/5010] lr: 7.500e-05, eta: 4:23:35, time: 1.041, data_time: 0.004, memory: 10398, top1_acc: 0.8083, top5_acc: 0.9302, loss_cls: 0.7949, loss: 0.7949, grad_norm: 6.9429 2020-10-13 16:44:27,968 - mmaction - INFO - Epoch [47][4380/5010] lr: 7.500e-05, eta: 4:23:15, time: 1.032, data_time: 0.006, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9208, loss_cls: 0.9250, loss: 0.9250, grad_norm: 7.7818 2020-10-13 16:44:48,619 - mmaction - INFO - Epoch [47][4400/5010] lr: 7.500e-05, eta: 4:22:55, time: 1.033, data_time: 0.002, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9313, loss_cls: 0.8654, loss: 0.8654, grad_norm: 7.3964 2020-10-13 16:45:08,325 - mmaction - INFO - Epoch [47][4420/5010] lr: 7.500e-05, eta: 4:22:35, time: 0.985, data_time: 0.004, memory: 10398, top1_acc: 0.8115, top5_acc: 0.9385, loss_cls: 0.7915, loss: 0.7915, grad_norm: 7.1359 2020-10-13 16:45:27,987 - mmaction - INFO - Epoch [47][4440/5010] lr: 7.500e-05, eta: 4:22:15, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9240, loss_cls: 0.9009, loss: 0.9009, grad_norm: 7.6816 2020-10-13 16:45:48,140 - mmaction - INFO - Epoch [47][4460/5010] lr: 7.500e-05, eta: 4:21:54, time: 1.007, data_time: 0.002, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9302, loss_cls: 0.8372, loss: 0.8372, grad_norm: 7.2996 2020-10-13 16:46:09,022 - mmaction - INFO - Epoch [47][4480/5010] lr: 7.500e-05, eta: 4:21:34, time: 1.042, data_time: 0.005, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9365, loss_cls: 0.8165, loss: 0.8165, grad_norm: 7.4217 2020-10-13 16:46:28,762 - mmaction - INFO - Epoch [47][4500/5010] lr: 7.500e-05, eta: 4:21:14, time: 0.989, data_time: 0.006, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9219, loss_cls: 0.8718, loss: 0.8718, grad_norm: 7.7217 2020-10-13 16:46:49,303 - mmaction - INFO - Epoch [47][4520/5010] lr: 7.500e-05, eta: 4:20:54, time: 1.027, data_time: 0.002, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9240, loss_cls: 0.8822, loss: 0.8822, grad_norm: 7.6675 2020-10-13 16:47:09,242 - mmaction - INFO - Epoch [47][4540/5010] lr: 7.500e-05, eta: 4:20:34, time: 0.995, data_time: 0.004, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9302, loss_cls: 0.8479, loss: 0.8479, grad_norm: 7.7213 2020-10-13 16:47:29,578 - mmaction - INFO - Epoch [47][4560/5010] lr: 7.500e-05, eta: 4:20:14, time: 1.019, data_time: 0.006, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9271, loss_cls: 0.8638, loss: 0.8638, grad_norm: 7.5232 2020-10-13 16:47:49,261 - mmaction - INFO - Epoch [47][4580/5010] lr: 7.500e-05, eta: 4:19:53, time: 0.984, data_time: 0.002, memory: 10398, top1_acc: 0.8010, top5_acc: 0.9500, loss_cls: 0.7708, loss: 0.7708, grad_norm: 7.4670 2020-10-13 16:48:09,714 - mmaction - INFO - Epoch [47][4600/5010] lr: 7.500e-05, eta: 4:19:33, time: 1.021, data_time: 0.004, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9344, loss_cls: 0.8790, loss: 0.8790, grad_norm: 8.0672 2020-10-13 16:48:29,839 - mmaction - INFO - Epoch [47][4620/5010] lr: 7.500e-05, eta: 4:19:13, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.8083, top5_acc: 0.9292, loss_cls: 0.8083, loss: 0.8083, grad_norm: 7.1920 2020-10-13 16:48:50,072 - mmaction - INFO - Epoch [47][4640/5010] lr: 7.500e-05, eta: 4:18:53, time: 1.012, data_time: 0.002, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9281, loss_cls: 0.8792, loss: 0.8792, grad_norm: 7.5580 2020-10-13 16:49:10,162 - mmaction - INFO - Epoch [47][4660/5010] lr: 7.500e-05, eta: 4:18:33, time: 1.003, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9146, loss_cls: 0.8906, loss: 0.8906, grad_norm: 7.8305 2020-10-13 16:49:30,286 - mmaction - INFO - Epoch [47][4680/5010] lr: 7.500e-05, eta: 4:18:13, time: 1.008, data_time: 0.006, memory: 10398, top1_acc: 0.7687, top5_acc: 0.9208, loss_cls: 0.8891, loss: 0.8891, grad_norm: 7.7252 2020-10-13 16:49:50,544 - mmaction - INFO - Epoch [47][4700/5010] lr: 7.500e-05, eta: 4:17:52, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9240, loss_cls: 0.9070, loss: 0.9070, grad_norm: 7.6740 2020-10-13 16:50:10,962 - mmaction - INFO - Epoch [47][4720/5010] lr: 7.500e-05, eta: 4:17:32, time: 1.021, data_time: 0.005, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9177, loss_cls: 0.8777, loss: 0.8777, grad_norm: 7.3048 2020-10-13 16:50:30,869 - mmaction - INFO - Epoch [47][4740/5010] lr: 7.500e-05, eta: 4:17:12, time: 0.995, data_time: 0.002, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9354, loss_cls: 0.8258, loss: 0.8258, grad_norm: 7.4201 2020-10-13 16:50:51,108 - mmaction - INFO - Epoch [47][4760/5010] lr: 7.500e-05, eta: 4:16:52, time: 1.012, data_time: 0.002, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9396, loss_cls: 0.7765, loss: 0.7765, grad_norm: 7.3004 2020-10-13 16:51:11,915 - mmaction - INFO - Epoch [47][4780/5010] lr: 7.500e-05, eta: 4:16:32, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.8021, top5_acc: 0.9281, loss_cls: 0.8085, loss: 0.8085, grad_norm: 7.1419 2020-10-13 16:51:32,080 - mmaction - INFO - Epoch [47][4800/5010] lr: 7.500e-05, eta: 4:16:12, time: 1.011, data_time: 0.006, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9188, loss_cls: 0.9036, loss: 0.9036, grad_norm: 7.7726 2020-10-13 16:51:52,547 - mmaction - INFO - Epoch [47][4820/5010] lr: 7.500e-05, eta: 4:15:51, time: 1.023, data_time: 0.002, memory: 10398, top1_acc: 0.8062, top5_acc: 0.9427, loss_cls: 0.7763, loss: 0.7763, grad_norm: 7.2461 2020-10-13 16:52:12,287 - mmaction - INFO - Epoch [47][4840/5010] lr: 7.500e-05, eta: 4:15:31, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9229, loss_cls: 0.8988, loss: 0.8988, grad_norm: 7.7708 2020-10-13 16:52:34,220 - mmaction - INFO - Epoch [47][4860/5010] lr: 7.500e-05, eta: 4:15:11, time: 1.097, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9260, loss_cls: 0.8918, loss: 0.8918, grad_norm: 7.4918 2020-10-13 16:52:55,300 - mmaction - INFO - Epoch [47][4880/5010] lr: 7.500e-05, eta: 4:14:51, time: 1.054, data_time: 0.002, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9344, loss_cls: 0.8336, loss: 0.8336, grad_norm: 7.7561 2020-10-13 16:53:14,642 - mmaction - INFO - Epoch [47][4900/5010] lr: 7.500e-05, eta: 4:14:31, time: 0.965, data_time: 0.006, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9219, loss_cls: 0.9150, loss: 0.9150, grad_norm: 7.7495 2020-10-13 16:53:34,990 - mmaction - INFO - Epoch [47][4920/5010] lr: 7.500e-05, eta: 4:14:11, time: 1.019, data_time: 0.006, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9302, loss_cls: 0.8815, loss: 0.8815, grad_norm: 7.6979 2020-10-13 16:53:55,213 - mmaction - INFO - Epoch [47][4940/5010] lr: 7.500e-05, eta: 4:13:50, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9156, loss_cls: 0.9236, loss: 0.9236, grad_norm: 8.0018 2020-10-13 16:54:16,059 - mmaction - INFO - Epoch [47][4960/5010] lr: 7.500e-05, eta: 4:13:30, time: 1.040, data_time: 0.004, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9333, loss_cls: 0.8423, loss: 0.8423, grad_norm: 7.7343 2020-10-13 16:54:35,388 - mmaction - INFO - Epoch [47][4980/5010] lr: 7.500e-05, eta: 4:13:10, time: 0.968, data_time: 0.006, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9292, loss_cls: 0.8878, loss: 0.8878, grad_norm: 7.7870 2020-10-13 16:54:55,643 - mmaction - INFO - Epoch [47][5000/5010] lr: 7.500e-05, eta: 4:12:50, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9167, loss_cls: 0.8836, loss: 0.8836, grad_norm: 7.6294 2020-10-13 16:55:36,937 - mmaction - INFO - Epoch [48][20/5010] lr: 7.500e-05, eta: 4:12:20, time: 1.551, data_time: 0.698, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9292, loss_cls: 0.8291, loss: 0.8291, grad_norm: 7.2665 2020-10-13 16:55:54,760 - mmaction - INFO - Epoch [48][40/5010] lr: 7.500e-05, eta: 4:11:59, time: 0.893, data_time: 0.005, memory: 10398, top1_acc: 0.8083, top5_acc: 0.9375, loss_cls: 0.8036, loss: 0.8036, grad_norm: 7.2071 2020-10-13 16:56:14,955 - mmaction - INFO - Epoch [48][60/5010] lr: 7.500e-05, eta: 4:11:39, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9240, loss_cls: 0.8646, loss: 0.8646, grad_norm: 7.6001 2020-10-13 16:56:35,520 - mmaction - INFO - Epoch [48][80/5010] lr: 7.500e-05, eta: 4:11:19, time: 1.030, data_time: 0.005, memory: 10398, top1_acc: 0.8115, top5_acc: 0.9354, loss_cls: 0.7668, loss: 0.7668, grad_norm: 7.0773 2020-10-13 16:56:56,075 - mmaction - INFO - Epoch [48][100/5010] lr: 7.500e-05, eta: 4:10:59, time: 1.028, data_time: 0.002, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9313, loss_cls: 0.8596, loss: 0.8596, grad_norm: 7.7935 2020-10-13 16:57:15,814 - mmaction - INFO - Epoch [48][120/5010] lr: 7.500e-05, eta: 4:10:39, time: 0.986, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9188, loss_cls: 0.8796, loss: 0.8796, grad_norm: 7.5721 2020-10-13 16:57:36,407 - mmaction - INFO - Epoch [48][140/5010] lr: 7.500e-05, eta: 4:10:19, time: 1.029, data_time: 0.005, memory: 10398, top1_acc: 0.7990, top5_acc: 0.9302, loss_cls: 0.8103, loss: 0.8103, grad_norm: 7.2569 2020-10-13 16:57:56,828 - mmaction - INFO - Epoch [48][160/5010] lr: 7.500e-05, eta: 4:09:58, time: 1.022, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9375, loss_cls: 0.8271, loss: 0.8271, grad_norm: 7.5464 2020-10-13 16:58:18,209 - mmaction - INFO - Epoch [48][180/5010] lr: 7.500e-05, eta: 4:09:38, time: 1.068, data_time: 0.006, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9208, loss_cls: 0.9026, loss: 0.9026, grad_norm: 7.8521 2020-10-13 16:58:38,653 - mmaction - INFO - Epoch [48][200/5010] lr: 7.500e-05, eta: 4:09:18, time: 1.024, data_time: 0.006, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9229, loss_cls: 0.8942, loss: 0.8942, grad_norm: 7.7435 2020-10-13 16:58:58,385 - mmaction - INFO - Epoch [48][220/5010] lr: 7.500e-05, eta: 4:08:58, time: 0.985, data_time: 0.004, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9302, loss_cls: 0.8394, loss: 0.8394, grad_norm: 7.2184 2020-10-13 16:59:19,388 - mmaction - INFO - Epoch [48][240/5010] lr: 7.500e-05, eta: 4:08:38, time: 1.052, data_time: 0.005, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9292, loss_cls: 0.8494, loss: 0.8494, grad_norm: 7.5993 2020-10-13 16:59:39,333 - mmaction - INFO - Epoch [48][260/5010] lr: 7.500e-05, eta: 4:08:18, time: 0.995, data_time: 0.004, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9281, loss_cls: 0.8600, loss: 0.8600, grad_norm: 7.7325 2020-10-13 16:59:59,359 - mmaction - INFO - Epoch [48][280/5010] lr: 7.500e-05, eta: 4:07:57, time: 1.003, data_time: 0.006, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9250, loss_cls: 0.8074, loss: 0.8074, grad_norm: 7.2308 2020-10-13 17:00:19,621 - mmaction - INFO - Epoch [48][300/5010] lr: 7.500e-05, eta: 4:07:37, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9250, loss_cls: 0.8293, loss: 0.8293, grad_norm: 7.1513 2020-10-13 17:00:41,524 - mmaction - INFO - Epoch [48][320/5010] lr: 7.500e-05, eta: 4:07:17, time: 1.091, data_time: 0.005, memory: 10398, top1_acc: 0.8021, top5_acc: 0.9281, loss_cls: 0.8026, loss: 0.8026, grad_norm: 7.2657 2020-10-13 17:01:01,938 - mmaction - INFO - Epoch [48][340/5010] lr: 7.500e-05, eta: 4:06:57, time: 1.025, data_time: 0.007, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9219, loss_cls: 0.8706, loss: 0.8706, grad_norm: 7.6329 2020-10-13 17:01:22,119 - mmaction - INFO - Epoch [48][360/5010] lr: 7.500e-05, eta: 4:06:37, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9177, loss_cls: 0.8695, loss: 0.8695, grad_norm: 7.6417 2020-10-13 17:01:42,419 - mmaction - INFO - Epoch [48][380/5010] lr: 7.500e-05, eta: 4:06:17, time: 1.015, data_time: 0.002, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9292, loss_cls: 0.8743, loss: 0.8743, grad_norm: 7.8316 2020-10-13 17:02:03,147 - mmaction - INFO - Epoch [48][400/5010] lr: 7.500e-05, eta: 4:05:57, time: 1.034, data_time: 0.004, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9250, loss_cls: 0.8348, loss: 0.8348, grad_norm: 7.2990 2020-10-13 17:02:24,002 - mmaction - INFO - Epoch [48][420/5010] lr: 7.500e-05, eta: 4:05:36, time: 1.044, data_time: 0.006, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9240, loss_cls: 0.9000, loss: 0.9000, grad_norm: 7.4673 2020-10-13 17:02:45,401 - mmaction - INFO - Epoch [48][440/5010] lr: 7.500e-05, eta: 4:05:16, time: 1.071, data_time: 0.003, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9250, loss_cls: 0.8610, loss: 0.8610, grad_norm: 7.5370 2020-10-13 17:03:05,626 - mmaction - INFO - Epoch [48][460/5010] lr: 7.500e-05, eta: 4:04:56, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9323, loss_cls: 0.7925, loss: 0.7925, grad_norm: 7.2548 2020-10-13 17:03:26,486 - mmaction - INFO - Epoch [48][480/5010] lr: 7.500e-05, eta: 4:04:36, time: 1.043, data_time: 0.002, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9271, loss_cls: 0.8709, loss: 0.8709, grad_norm: 7.5610 2020-10-13 17:03:46,676 - mmaction - INFO - Epoch [48][500/5010] lr: 7.500e-05, eta: 4:04:16, time: 1.010, data_time: 0.002, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9271, loss_cls: 0.8280, loss: 0.8280, grad_norm: 7.3025 2020-10-13 17:04:07,228 - mmaction - INFO - Epoch [48][520/5010] lr: 7.500e-05, eta: 4:03:56, time: 1.024, data_time: 0.005, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9375, loss_cls: 0.7833, loss: 0.7833, grad_norm: 7.3463 2020-10-13 17:04:27,698 - mmaction - INFO - Epoch [48][540/5010] lr: 7.500e-05, eta: 4:03:36, time: 1.027, data_time: 0.007, memory: 10398, top1_acc: 0.7937, top5_acc: 0.9229, loss_cls: 0.8344, loss: 0.8344, grad_norm: 7.3181 2020-10-13 17:04:47,608 - mmaction - INFO - Epoch [48][560/5010] lr: 7.500e-05, eta: 4:03:15, time: 0.995, data_time: 0.002, memory: 10398, top1_acc: 0.8073, top5_acc: 0.9354, loss_cls: 0.7714, loss: 0.7714, grad_norm: 7.2943 2020-10-13 17:05:08,142 - mmaction - INFO - Epoch [48][580/5010] lr: 7.500e-05, eta: 4:02:55, time: 1.027, data_time: 0.004, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9292, loss_cls: 0.8872, loss: 0.8872, grad_norm: 7.8672 2020-10-13 17:05:28,677 - mmaction - INFO - Epoch [48][600/5010] lr: 7.500e-05, eta: 4:02:35, time: 1.027, data_time: 0.002, memory: 10398, top1_acc: 0.7427, top5_acc: 0.9115, loss_cls: 0.9557, loss: 0.9557, grad_norm: 7.9771 2020-10-13 17:05:48,809 - mmaction - INFO - Epoch [48][620/5010] lr: 7.500e-05, eta: 4:02:15, time: 1.007, data_time: 0.002, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9240, loss_cls: 0.8373, loss: 0.8373, grad_norm: 7.3791 2020-10-13 17:06:09,406 - mmaction - INFO - Epoch [48][640/5010] lr: 7.500e-05, eta: 4:01:55, time: 1.028, data_time: 0.004, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9260, loss_cls: 0.8572, loss: 0.8572, grad_norm: 7.5678 2020-10-13 17:06:29,482 - mmaction - INFO - Epoch [48][660/5010] lr: 7.500e-05, eta: 4:01:35, time: 1.005, data_time: 0.006, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9292, loss_cls: 0.8831, loss: 0.8831, grad_norm: 7.6697 2020-10-13 17:06:49,552 - mmaction - INFO - Epoch [48][680/5010] lr: 7.500e-05, eta: 4:01:14, time: 1.004, data_time: 0.002, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9250, loss_cls: 0.8713, loss: 0.8713, grad_norm: 7.5787 2020-10-13 17:07:09,804 - mmaction - INFO - Epoch [48][700/5010] lr: 7.500e-05, eta: 4:00:54, time: 1.013, data_time: 0.004, memory: 10398, top1_acc: 0.7990, top5_acc: 0.9260, loss_cls: 0.8225, loss: 0.8225, grad_norm: 7.6142 2020-10-13 17:07:30,372 - mmaction - INFO - Epoch [48][720/5010] lr: 7.500e-05, eta: 4:00:34, time: 1.028, data_time: 0.002, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9271, loss_cls: 0.8616, loss: 0.8616, grad_norm: 7.4828 2020-10-13 17:07:51,503 - mmaction - INFO - Epoch [48][740/5010] lr: 7.500e-05, eta: 4:00:14, time: 1.057, data_time: 0.002, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9240, loss_cls: 0.8348, loss: 0.8348, grad_norm: 7.4703 2020-10-13 17:08:11,398 - mmaction - INFO - Epoch [48][760/5010] lr: 7.500e-05, eta: 3:59:54, time: 0.993, data_time: 0.004, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9146, loss_cls: 0.9052, loss: 0.9052, grad_norm: 7.6868 2020-10-13 17:08:31,739 - mmaction - INFO - Epoch [48][780/5010] lr: 7.500e-05, eta: 3:59:34, time: 1.019, data_time: 0.006, memory: 10398, top1_acc: 0.7938, top5_acc: 0.9323, loss_cls: 0.8133, loss: 0.8133, grad_norm: 7.4660 2020-10-13 17:08:52,274 - mmaction - INFO - Epoch [48][800/5010] lr: 7.500e-05, eta: 3:59:13, time: 1.026, data_time: 0.004, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9271, loss_cls: 0.8764, loss: 0.8764, grad_norm: 7.4644 2020-10-13 17:09:13,185 - mmaction - INFO - Epoch [48][820/5010] lr: 7.500e-05, eta: 3:58:53, time: 1.046, data_time: 0.005, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9375, loss_cls: 0.8218, loss: 0.8218, grad_norm: 7.7166 2020-10-13 17:09:33,356 - mmaction - INFO - Epoch [48][840/5010] lr: 7.500e-05, eta: 3:58:33, time: 1.006, data_time: 0.004, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9240, loss_cls: 0.8803, loss: 0.8803, grad_norm: 7.4902 2020-10-13 17:09:54,210 - mmaction - INFO - Epoch [48][860/5010] lr: 7.500e-05, eta: 3:58:13, time: 1.044, data_time: 0.006, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9292, loss_cls: 0.8818, loss: 0.8818, grad_norm: 7.9390 2020-10-13 17:10:15,079 - mmaction - INFO - Epoch [48][880/5010] lr: 7.500e-05, eta: 3:57:53, time: 1.045, data_time: 0.003, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9135, loss_cls: 0.8599, loss: 0.8599, grad_norm: 7.7873 2020-10-13 17:10:35,558 - mmaction - INFO - Epoch [48][900/5010] lr: 7.500e-05, eta: 3:57:33, time: 1.022, data_time: 0.005, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9198, loss_cls: 0.9074, loss: 0.9074, grad_norm: 7.5551 2020-10-13 17:10:57,641 - mmaction - INFO - Epoch [48][920/5010] lr: 7.500e-05, eta: 3:57:13, time: 1.106, data_time: 0.006, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9219, loss_cls: 0.8522, loss: 0.8522, grad_norm: 7.4790 2020-10-13 17:11:17,134 - mmaction - INFO - Epoch [48][940/5010] lr: 7.500e-05, eta: 3:56:52, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9281, loss_cls: 0.8503, loss: 0.8503, grad_norm: 7.7449 2020-10-13 17:11:37,616 - mmaction - INFO - Epoch [48][960/5010] lr: 7.500e-05, eta: 3:56:32, time: 1.022, data_time: 0.004, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9375, loss_cls: 0.7809, loss: 0.7809, grad_norm: 7.3020 2020-10-13 17:11:57,740 - mmaction - INFO - Epoch [48][980/5010] lr: 7.500e-05, eta: 3:56:12, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9427, loss_cls: 0.7902, loss: 0.7902, grad_norm: 7.3586 2020-10-13 17:12:18,859 - mmaction - INFO - Epoch [48][1000/5010] lr: 7.500e-05, eta: 3:55:52, time: 1.056, data_time: 0.002, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9198, loss_cls: 0.8927, loss: 0.8927, grad_norm: 7.5612 2020-10-13 17:12:38,811 - mmaction - INFO - Epoch [48][1020/5010] lr: 7.500e-05, eta: 3:55:32, time: 0.998, data_time: 0.002, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9333, loss_cls: 0.8248, loss: 0.8248, grad_norm: 7.5155 2020-10-13 17:12:58,730 - mmaction - INFO - Epoch [48][1040/5010] lr: 7.500e-05, eta: 3:55:12, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.8094, top5_acc: 0.9292, loss_cls: 0.7930, loss: 0.7930, grad_norm: 7.4093 2020-10-13 17:13:19,194 - mmaction - INFO - Epoch [48][1060/5010] lr: 7.500e-05, eta: 3:54:51, time: 1.023, data_time: 0.002, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9229, loss_cls: 0.9193, loss: 0.9193, grad_norm: 8.1005 2020-10-13 17:13:39,625 - mmaction - INFO - Epoch [48][1080/5010] lr: 7.500e-05, eta: 3:54:31, time: 1.022, data_time: 0.004, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9115, loss_cls: 0.8889, loss: 0.8889, grad_norm: 7.6959 2020-10-13 17:13:59,524 - mmaction - INFO - Epoch [48][1100/5010] lr: 7.500e-05, eta: 3:54:11, time: 0.995, data_time: 0.002, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9219, loss_cls: 0.8764, loss: 0.8764, grad_norm: 7.7553 2020-10-13 17:14:20,097 - mmaction - INFO - Epoch [48][1120/5010] lr: 7.500e-05, eta: 3:53:51, time: 1.028, data_time: 0.002, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9198, loss_cls: 0.8792, loss: 0.8792, grad_norm: 7.5034 2020-10-13 17:14:39,848 - mmaction - INFO - Epoch [48][1140/5010] lr: 7.500e-05, eta: 3:53:31, time: 0.986, data_time: 0.005, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9208, loss_cls: 0.8498, loss: 0.8498, grad_norm: 7.2472 2020-10-13 17:15:01,457 - mmaction - INFO - Epoch [48][1160/5010] lr: 7.500e-05, eta: 3:53:11, time: 1.082, data_time: 0.005, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9271, loss_cls: 0.8630, loss: 0.8630, grad_norm: 7.4906 2020-10-13 17:15:20,728 - mmaction - INFO - Epoch [48][1180/5010] lr: 7.500e-05, eta: 3:52:50, time: 0.964, data_time: 0.002, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9208, loss_cls: 0.9171, loss: 0.9171, grad_norm: 7.7112 2020-10-13 17:15:40,721 - mmaction - INFO - Epoch [48][1200/5010] lr: 7.500e-05, eta: 3:52:30, time: 0.998, data_time: 0.006, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9177, loss_cls: 0.9123, loss: 0.9123, grad_norm: 7.5158 2020-10-13 17:16:00,773 - mmaction - INFO - Epoch [48][1220/5010] lr: 7.500e-05, eta: 3:52:10, time: 1.003, data_time: 0.005, memory: 10398, top1_acc: 0.8063, top5_acc: 0.9312, loss_cls: 0.8050, loss: 0.8050, grad_norm: 7.5175 2020-10-13 17:16:20,731 - mmaction - INFO - Epoch [48][1240/5010] lr: 7.500e-05, eta: 3:51:50, time: 0.999, data_time: 0.003, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9240, loss_cls: 0.9063, loss: 0.9063, grad_norm: 7.8153 2020-10-13 17:16:41,216 - mmaction - INFO - Epoch [48][1260/5010] lr: 7.500e-05, eta: 3:51:30, time: 1.021, data_time: 0.004, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9271, loss_cls: 0.8809, loss: 0.8809, grad_norm: 8.1022 2020-10-13 17:17:00,871 - mmaction - INFO - Epoch [48][1280/5010] lr: 7.500e-05, eta: 3:51:10, time: 0.985, data_time: 0.007, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9260, loss_cls: 0.8712, loss: 0.8712, grad_norm: 7.3630 2020-10-13 17:17:21,461 - mmaction - INFO - Epoch [48][1300/5010] lr: 7.500e-05, eta: 3:50:49, time: 1.029, data_time: 0.002, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9333, loss_cls: 0.8325, loss: 0.8325, grad_norm: 7.3984 2020-10-13 17:17:42,016 - mmaction - INFO - Epoch [48][1320/5010] lr: 7.500e-05, eta: 3:50:29, time: 1.028, data_time: 0.003, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9188, loss_cls: 0.9044, loss: 0.9044, grad_norm: 7.7926 2020-10-13 17:18:01,927 - mmaction - INFO - Epoch [48][1340/5010] lr: 7.500e-05, eta: 3:50:09, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9198, loss_cls: 0.9386, loss: 0.9386, grad_norm: 8.0019 2020-10-13 17:18:22,353 - mmaction - INFO - Epoch [48][1360/5010] lr: 7.500e-05, eta: 3:49:49, time: 1.021, data_time: 0.002, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9292, loss_cls: 0.8615, loss: 0.8615, grad_norm: 7.3775 2020-10-13 17:18:43,539 - mmaction - INFO - Epoch [48][1380/5010] lr: 7.500e-05, eta: 3:49:29, time: 1.060, data_time: 0.002, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9187, loss_cls: 0.9118, loss: 0.9118, grad_norm: 7.7633 2020-10-13 17:19:04,089 - mmaction - INFO - Epoch [48][1400/5010] lr: 7.500e-05, eta: 3:49:09, time: 1.026, data_time: 0.004, memory: 10398, top1_acc: 0.7990, top5_acc: 0.9365, loss_cls: 0.8024, loss: 0.8024, grad_norm: 7.1012 2020-10-13 17:19:23,923 - mmaction - INFO - Epoch [48][1420/5010] lr: 7.500e-05, eta: 3:48:48, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.7937, top5_acc: 0.9250, loss_cls: 0.8138, loss: 0.8138, grad_norm: 7.2015 2020-10-13 17:19:44,477 - mmaction - INFO - Epoch [48][1440/5010] lr: 7.500e-05, eta: 3:48:28, time: 1.028, data_time: 0.002, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9219, loss_cls: 0.8632, loss: 0.8632, grad_norm: 7.4639 2020-10-13 17:20:04,607 - mmaction - INFO - Epoch [48][1460/5010] lr: 7.500e-05, eta: 3:48:08, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9208, loss_cls: 0.8661, loss: 0.8661, grad_norm: 7.6791 2020-10-13 17:20:25,137 - mmaction - INFO - Epoch [48][1480/5010] lr: 7.500e-05, eta: 3:47:48, time: 1.027, data_time: 0.002, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9240, loss_cls: 0.8553, loss: 0.8553, grad_norm: 7.3749 2020-10-13 17:20:44,913 - mmaction - INFO - Epoch [48][1500/5010] lr: 7.500e-05, eta: 3:47:28, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9260, loss_cls: 0.8700, loss: 0.8700, grad_norm: 7.6460 2020-10-13 17:21:05,050 - mmaction - INFO - Epoch [48][1520/5010] lr: 7.500e-05, eta: 3:47:08, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9208, loss_cls: 0.8964, loss: 0.8964, grad_norm: 7.4979 2020-10-13 17:21:25,950 - mmaction - INFO - Epoch [48][1540/5010] lr: 7.500e-05, eta: 3:46:47, time: 1.045, data_time: 0.005, memory: 10398, top1_acc: 0.8094, top5_acc: 0.9406, loss_cls: 0.7328, loss: 0.7328, grad_norm: 6.9353 2020-10-13 17:21:46,553 - mmaction - INFO - Epoch [48][1560/5010] lr: 7.500e-05, eta: 3:46:27, time: 1.030, data_time: 0.002, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9146, loss_cls: 0.9437, loss: 0.9437, grad_norm: 7.9357 2020-10-13 17:22:07,320 - mmaction - INFO - Epoch [48][1580/5010] lr: 7.500e-05, eta: 3:46:07, time: 1.036, data_time: 0.005, memory: 10398, top1_acc: 0.8042, top5_acc: 0.9469, loss_cls: 0.7504, loss: 0.7504, grad_norm: 7.0030 2020-10-13 17:22:27,320 - mmaction - INFO - Epoch [48][1600/5010] lr: 7.500e-05, eta: 3:45:47, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9406, loss_cls: 0.7748, loss: 0.7748, grad_norm: 7.2853 2020-10-13 17:22:48,418 - mmaction - INFO - Epoch [48][1620/5010] lr: 7.500e-05, eta: 3:45:27, time: 1.055, data_time: 0.002, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9312, loss_cls: 0.8466, loss: 0.8466, grad_norm: 7.6890 2020-10-13 17:23:09,405 - mmaction - INFO - Epoch [48][1640/5010] lr: 7.500e-05, eta: 3:45:07, time: 1.049, data_time: 0.004, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9260, loss_cls: 0.8295, loss: 0.8295, grad_norm: 7.4361 2020-10-13 17:23:29,804 - mmaction - INFO - Epoch [48][1660/5010] lr: 7.500e-05, eta: 3:44:47, time: 1.020, data_time: 0.002, memory: 10398, top1_acc: 0.8063, top5_acc: 0.9406, loss_cls: 0.7729, loss: 0.7729, grad_norm: 7.1966 2020-10-13 17:23:50,357 - mmaction - INFO - Epoch [48][1680/5010] lr: 7.500e-05, eta: 3:44:26, time: 1.027, data_time: 0.002, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9292, loss_cls: 0.8721, loss: 0.8721, grad_norm: 7.5871 2020-10-13 17:24:10,731 - mmaction - INFO - Epoch [48][1700/5010] lr: 7.500e-05, eta: 3:44:06, time: 1.019, data_time: 0.007, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9240, loss_cls: 0.8549, loss: 0.8549, grad_norm: 7.5731 2020-10-13 17:24:31,905 - mmaction - INFO - Epoch [48][1720/5010] lr: 7.500e-05, eta: 3:43:46, time: 1.057, data_time: 0.004, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9198, loss_cls: 0.8841, loss: 0.8841, grad_norm: 7.7357 2020-10-13 17:24:52,562 - mmaction - INFO - Epoch [48][1740/5010] lr: 7.500e-05, eta: 3:43:26, time: 1.035, data_time: 0.005, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9302, loss_cls: 0.8667, loss: 0.8667, grad_norm: 7.7318 2020-10-13 17:25:12,294 - mmaction - INFO - Epoch [48][1760/5010] lr: 7.500e-05, eta: 3:43:06, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.7979, top5_acc: 0.9333, loss_cls: 0.8261, loss: 0.8261, grad_norm: 7.4519 2020-10-13 17:25:32,974 - mmaction - INFO - Epoch [48][1780/5010] lr: 7.500e-05, eta: 3:42:46, time: 1.037, data_time: 0.007, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9094, loss_cls: 0.9441, loss: 0.9441, grad_norm: 7.7966 2020-10-13 17:25:53,377 - mmaction - INFO - Epoch [48][1800/5010] lr: 7.500e-05, eta: 3:42:25, time: 1.018, data_time: 0.004, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9135, loss_cls: 0.8920, loss: 0.8920, grad_norm: 7.5867 2020-10-13 17:26:13,447 - mmaction - INFO - Epoch [48][1820/5010] lr: 7.500e-05, eta: 3:42:05, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9188, loss_cls: 0.9013, loss: 0.9013, grad_norm: 7.6064 2020-10-13 17:26:34,258 - mmaction - INFO - Epoch [48][1840/5010] lr: 7.500e-05, eta: 3:41:45, time: 1.039, data_time: 0.005, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9146, loss_cls: 0.8954, loss: 0.8954, grad_norm: 7.7551 2020-10-13 17:26:55,635 - mmaction - INFO - Epoch [48][1860/5010] lr: 7.500e-05, eta: 3:41:25, time: 1.071, data_time: 0.005, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9188, loss_cls: 0.8647, loss: 0.8647, grad_norm: 7.5057 2020-10-13 17:27:15,906 - mmaction - INFO - Epoch [48][1880/5010] lr: 7.500e-05, eta: 3:41:05, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9302, loss_cls: 0.8485, loss: 0.8485, grad_norm: 7.5563 2020-10-13 17:27:36,483 - mmaction - INFO - Epoch [48][1900/5010] lr: 7.500e-05, eta: 3:40:45, time: 1.027, data_time: 0.004, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9312, loss_cls: 0.8940, loss: 0.8940, grad_norm: 7.5624 2020-10-13 17:27:56,275 - mmaction - INFO - Epoch [48][1920/5010] lr: 7.500e-05, eta: 3:40:25, time: 0.991, data_time: 0.005, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9281, loss_cls: 0.8309, loss: 0.8309, grad_norm: 7.3355 2020-10-13 17:28:16,192 - mmaction - INFO - Epoch [48][1940/5010] lr: 7.500e-05, eta: 3:40:04, time: 0.996, data_time: 0.004, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9292, loss_cls: 0.8636, loss: 0.8636, grad_norm: 7.5921 2020-10-13 17:28:38,236 - mmaction - INFO - Epoch [48][1960/5010] lr: 7.500e-05, eta: 3:39:44, time: 1.101, data_time: 0.005, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9281, loss_cls: 0.8948, loss: 0.8948, grad_norm: 7.8203 2020-10-13 17:28:57,489 - mmaction - INFO - Epoch [48][1980/5010] lr: 7.500e-05, eta: 3:39:24, time: 0.964, data_time: 0.005, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9281, loss_cls: 0.8453, loss: 0.8453, grad_norm: 7.4987 2020-10-13 17:29:18,703 - mmaction - INFO - Epoch [48][2000/5010] lr: 7.500e-05, eta: 3:39:04, time: 1.061, data_time: 0.002, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9250, loss_cls: 0.8481, loss: 0.8481, grad_norm: 7.5038 2020-10-13 17:29:39,475 - mmaction - INFO - Epoch [48][2020/5010] lr: 7.500e-05, eta: 3:38:44, time: 1.037, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9198, loss_cls: 0.8805, loss: 0.8805, grad_norm: 7.6815 2020-10-13 17:29:59,278 - mmaction - INFO - Epoch [48][2040/5010] lr: 7.500e-05, eta: 3:38:24, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9292, loss_cls: 0.8696, loss: 0.8696, grad_norm: 7.7373 2020-10-13 17:30:20,494 - mmaction - INFO - Epoch [48][2060/5010] lr: 7.500e-05, eta: 3:38:03, time: 1.061, data_time: 0.002, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9302, loss_cls: 0.8102, loss: 0.8102, grad_norm: 7.5921 2020-10-13 17:30:41,413 - mmaction - INFO - Epoch [48][2080/5010] lr: 7.500e-05, eta: 3:37:43, time: 1.044, data_time: 0.006, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9323, loss_cls: 0.8095, loss: 0.8095, grad_norm: 7.1858 2020-10-13 17:31:01,526 - mmaction - INFO - Epoch [48][2100/5010] lr: 7.500e-05, eta: 3:37:23, time: 1.007, data_time: 0.006, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9177, loss_cls: 0.8611, loss: 0.8611, grad_norm: 7.4863 2020-10-13 17:31:22,247 - mmaction - INFO - Epoch [48][2120/5010] lr: 7.500e-05, eta: 3:37:03, time: 1.036, data_time: 0.002, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9240, loss_cls: 0.8519, loss: 0.8519, grad_norm: 7.6088 2020-10-13 17:31:42,675 - mmaction - INFO - Epoch [48][2140/5010] lr: 7.500e-05, eta: 3:36:43, time: 1.021, data_time: 0.002, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9333, loss_cls: 0.8444, loss: 0.8444, grad_norm: 7.4592 2020-10-13 17:32:03,127 - mmaction - INFO - Epoch [48][2160/5010] lr: 7.500e-05, eta: 3:36:23, time: 1.021, data_time: 0.004, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9167, loss_cls: 0.9332, loss: 0.9332, grad_norm: 7.5619 2020-10-13 17:32:24,033 - mmaction - INFO - Epoch [48][2180/5010] lr: 7.500e-05, eta: 3:36:03, time: 1.047, data_time: 0.005, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9208, loss_cls: 0.9318, loss: 0.9318, grad_norm: 7.7058 2020-10-13 17:32:44,179 - mmaction - INFO - Epoch [48][2200/5010] lr: 7.500e-05, eta: 3:35:42, time: 1.007, data_time: 0.002, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9344, loss_cls: 0.8172, loss: 0.8172, grad_norm: 7.5901 2020-10-13 17:33:04,885 - mmaction - INFO - Epoch [48][2220/5010] lr: 7.500e-05, eta: 3:35:22, time: 1.035, data_time: 0.005, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9260, loss_cls: 0.8725, loss: 0.8725, grad_norm: 7.5970 2020-10-13 17:33:26,431 - mmaction - INFO - Epoch [48][2240/5010] lr: 7.500e-05, eta: 3:35:02, time: 1.078, data_time: 0.002, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9438, loss_cls: 0.8083, loss: 0.8083, grad_norm: 7.2822 2020-10-13 17:33:46,815 - mmaction - INFO - Epoch [48][2260/5010] lr: 7.500e-05, eta: 3:34:42, time: 1.019, data_time: 0.002, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9229, loss_cls: 0.8011, loss: 0.8011, grad_norm: 7.4554 2020-10-13 17:34:06,916 - mmaction - INFO - Epoch [48][2280/5010] lr: 7.500e-05, eta: 3:34:22, time: 1.005, data_time: 0.004, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9250, loss_cls: 0.8509, loss: 0.8509, grad_norm: 7.3805 2020-10-13 17:34:27,800 - mmaction - INFO - Epoch [48][2300/5010] lr: 7.500e-05, eta: 3:34:02, time: 1.044, data_time: 0.007, memory: 10398, top1_acc: 0.7937, top5_acc: 0.9198, loss_cls: 0.8485, loss: 0.8485, grad_norm: 7.2148 2020-10-13 17:34:47,685 - mmaction - INFO - Epoch [48][2320/5010] lr: 7.500e-05, eta: 3:33:41, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9208, loss_cls: 0.8823, loss: 0.8823, grad_norm: 7.6379 2020-10-13 17:35:08,889 - mmaction - INFO - Epoch [48][2340/5010] lr: 7.500e-05, eta: 3:33:21, time: 1.060, data_time: 0.005, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9250, loss_cls: 0.8621, loss: 0.8621, grad_norm: 7.4616 2020-10-13 17:35:30,152 - mmaction - INFO - Epoch [48][2360/5010] lr: 7.500e-05, eta: 3:33:01, time: 1.063, data_time: 0.002, memory: 10398, top1_acc: 0.7969, top5_acc: 0.9396, loss_cls: 0.8264, loss: 0.8264, grad_norm: 7.3400 2020-10-13 17:35:50,494 - mmaction - INFO - Epoch [48][2380/5010] lr: 7.500e-05, eta: 3:32:41, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9198, loss_cls: 0.9059, loss: 0.9059, grad_norm: 7.7903 2020-10-13 17:36:10,601 - mmaction - INFO - Epoch [48][2400/5010] lr: 7.500e-05, eta: 3:32:21, time: 1.004, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9302, loss_cls: 0.8591, loss: 0.8591, grad_norm: 7.6436 2020-10-13 17:36:31,922 - mmaction - INFO - Epoch [48][2420/5010] lr: 7.500e-05, eta: 3:32:01, time: 1.066, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9156, loss_cls: 0.9462, loss: 0.9462, grad_norm: 7.8658 2020-10-13 17:36:52,571 - mmaction - INFO - Epoch [48][2440/5010] lr: 7.500e-05, eta: 3:31:41, time: 1.033, data_time: 0.006, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9271, loss_cls: 0.8663, loss: 0.8663, grad_norm: 7.4690 2020-10-13 17:37:12,465 - mmaction - INFO - Epoch [48][2460/5010] lr: 7.500e-05, eta: 3:31:20, time: 0.996, data_time: 0.004, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9083, loss_cls: 0.9365, loss: 0.9365, grad_norm: 7.8443 2020-10-13 17:37:33,435 - mmaction - INFO - Epoch [48][2480/5010] lr: 7.500e-05, eta: 3:31:00, time: 1.047, data_time: 0.004, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9448, loss_cls: 0.7925, loss: 0.7925, grad_norm: 7.3840 2020-10-13 17:37:53,890 - mmaction - INFO - Epoch [48][2500/5010] lr: 7.500e-05, eta: 3:30:40, time: 1.025, data_time: 0.006, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9229, loss_cls: 0.8810, loss: 0.8810, grad_norm: 7.4980 2020-10-13 17:38:14,954 - mmaction - INFO - Epoch [48][2520/5010] lr: 7.500e-05, eta: 3:30:20, time: 1.053, data_time: 0.002, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9208, loss_cls: 0.8814, loss: 0.8814, grad_norm: 7.7251 2020-10-13 17:38:34,450 - mmaction - INFO - Epoch [48][2540/5010] lr: 7.500e-05, eta: 3:30:00, time: 0.972, data_time: 0.005, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9177, loss_cls: 0.8990, loss: 0.8990, grad_norm: 7.6791 2020-10-13 17:38:54,629 - mmaction - INFO - Epoch [48][2560/5010] lr: 7.500e-05, eta: 3:29:40, time: 1.011, data_time: 0.006, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9073, loss_cls: 0.9810, loss: 0.9810, grad_norm: 7.7476 2020-10-13 17:39:15,202 - mmaction - INFO - Epoch [48][2580/5010] lr: 7.500e-05, eta: 3:29:19, time: 1.029, data_time: 0.003, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9240, loss_cls: 0.8517, loss: 0.8517, grad_norm: 7.2205 2020-10-13 17:39:34,899 - mmaction - INFO - Epoch [48][2600/5010] lr: 7.500e-05, eta: 3:28:59, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9219, loss_cls: 0.8832, loss: 0.8832, grad_norm: 7.7060 2020-10-13 17:39:54,754 - mmaction - INFO - Epoch [48][2620/5010] lr: 7.500e-05, eta: 3:28:39, time: 0.994, data_time: 0.006, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9302, loss_cls: 0.8704, loss: 0.8704, grad_norm: 7.7438 2020-10-13 17:40:15,358 - mmaction - INFO - Epoch [48][2640/5010] lr: 7.500e-05, eta: 3:28:19, time: 1.028, data_time: 0.004, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9281, loss_cls: 0.8735, loss: 0.8735, grad_norm: 7.3989 2020-10-13 17:40:35,808 - mmaction - INFO - Epoch [48][2660/5010] lr: 7.500e-05, eta: 3:27:59, time: 1.025, data_time: 0.006, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9094, loss_cls: 0.8771, loss: 0.8771, grad_norm: 7.2188 2020-10-13 17:40:56,198 - mmaction - INFO - Epoch [48][2680/5010] lr: 7.500e-05, eta: 3:27:39, time: 1.019, data_time: 0.004, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9177, loss_cls: 0.9011, loss: 0.9011, grad_norm: 7.8805 2020-10-13 17:41:16,152 - mmaction - INFO - Epoch [48][2700/5010] lr: 7.500e-05, eta: 3:27:18, time: 0.998, data_time: 0.002, memory: 10398, top1_acc: 0.8083, top5_acc: 0.9333, loss_cls: 0.8028, loss: 0.8028, grad_norm: 7.3564 2020-10-13 17:41:38,116 - mmaction - INFO - Epoch [48][2720/5010] lr: 7.500e-05, eta: 3:26:58, time: 1.094, data_time: 0.004, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9333, loss_cls: 0.8127, loss: 0.8127, grad_norm: 7.4192 2020-10-13 17:41:57,603 - mmaction - INFO - Epoch [48][2740/5010] lr: 7.500e-05, eta: 3:26:38, time: 0.979, data_time: 0.007, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9302, loss_cls: 0.8585, loss: 0.8585, grad_norm: 7.7338 2020-10-13 17:42:18,479 - mmaction - INFO - Epoch [48][2760/5010] lr: 7.500e-05, eta: 3:26:18, time: 1.044, data_time: 0.002, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9302, loss_cls: 0.8430, loss: 0.8430, grad_norm: 7.5555 2020-10-13 17:42:38,155 - mmaction - INFO - Epoch [48][2780/5010] lr: 7.500e-05, eta: 3:25:58, time: 0.984, data_time: 0.006, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9250, loss_cls: 0.8812, loss: 0.8812, grad_norm: 7.6834 2020-10-13 17:42:58,013 - mmaction - INFO - Epoch [48][2800/5010] lr: 7.500e-05, eta: 3:25:38, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9146, loss_cls: 0.9385, loss: 0.9385, grad_norm: 7.9789 2020-10-13 17:43:18,029 - mmaction - INFO - Epoch [48][2820/5010] lr: 7.500e-05, eta: 3:25:17, time: 1.001, data_time: 0.002, memory: 10398, top1_acc: 0.7938, top5_acc: 0.9323, loss_cls: 0.8279, loss: 0.8279, grad_norm: 7.4207 2020-10-13 17:43:38,362 - mmaction - INFO - Epoch [48][2840/5010] lr: 7.500e-05, eta: 3:24:57, time: 1.016, data_time: 0.005, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9281, loss_cls: 0.9083, loss: 0.9083, grad_norm: 7.5644 2020-10-13 17:43:58,475 - mmaction - INFO - Epoch [48][2860/5010] lr: 7.500e-05, eta: 3:24:37, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9333, loss_cls: 0.8188, loss: 0.8188, grad_norm: 7.3968 2020-10-13 17:44:18,878 - mmaction - INFO - Epoch [48][2880/5010] lr: 7.500e-05, eta: 3:24:17, time: 1.020, data_time: 0.002, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9156, loss_cls: 0.8916, loss: 0.8916, grad_norm: 7.7210 2020-10-13 17:44:39,506 - mmaction - INFO - Epoch [48][2900/5010] lr: 7.500e-05, eta: 3:23:57, time: 1.030, data_time: 0.005, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9250, loss_cls: 0.8712, loss: 0.8712, grad_norm: 7.5887 2020-10-13 17:44:59,092 - mmaction - INFO - Epoch [48][2920/5010] lr: 7.500e-05, eta: 3:23:36, time: 0.981, data_time: 0.005, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9260, loss_cls: 0.8772, loss: 0.8772, grad_norm: 7.5378 2020-10-13 17:45:18,962 - mmaction - INFO - Epoch [48][2940/5010] lr: 7.500e-05, eta: 3:23:16, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9385, loss_cls: 0.8544, loss: 0.8544, grad_norm: 7.7040 2020-10-13 17:45:39,777 - mmaction - INFO - Epoch [48][2960/5010] lr: 7.500e-05, eta: 3:22:56, time: 1.040, data_time: 0.005, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9240, loss_cls: 0.8713, loss: 0.8713, grad_norm: 7.5231 2020-10-13 17:46:00,248 - mmaction - INFO - Epoch [48][2980/5010] lr: 7.500e-05, eta: 3:22:36, time: 1.024, data_time: 0.002, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9333, loss_cls: 0.8797, loss: 0.8797, grad_norm: 7.7690 2020-10-13 17:46:19,473 - mmaction - INFO - Epoch [48][3000/5010] lr: 7.500e-05, eta: 3:22:16, time: 0.961, data_time: 0.003, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9250, loss_cls: 0.9233, loss: 0.9233, grad_norm: 7.9740 2020-10-13 17:46:40,017 - mmaction - INFO - Epoch [48][3020/5010] lr: 7.500e-05, eta: 3:21:56, time: 1.027, data_time: 0.005, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9198, loss_cls: 0.8900, loss: 0.8900, grad_norm: 7.9154 2020-10-13 17:47:00,221 - mmaction - INFO - Epoch [48][3040/5010] lr: 7.500e-05, eta: 3:21:35, time: 1.010, data_time: 0.002, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9313, loss_cls: 0.8364, loss: 0.8364, grad_norm: 7.2948 2020-10-13 17:47:21,179 - mmaction - INFO - Epoch [48][3060/5010] lr: 7.500e-05, eta: 3:21:15, time: 1.048, data_time: 0.002, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9135, loss_cls: 0.9022, loss: 0.9022, grad_norm: 7.4954 2020-10-13 17:47:40,537 - mmaction - INFO - Epoch [48][3080/5010] lr: 7.500e-05, eta: 3:20:55, time: 0.968, data_time: 0.003, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9323, loss_cls: 0.8292, loss: 0.8292, grad_norm: 7.4151 2020-10-13 17:48:00,670 - mmaction - INFO - Epoch [48][3100/5010] lr: 7.500e-05, eta: 3:20:35, time: 1.007, data_time: 0.004, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9135, loss_cls: 0.9441, loss: 0.9441, grad_norm: 7.6928 2020-10-13 17:48:21,455 - mmaction - INFO - Epoch [48][3120/5010] lr: 7.500e-05, eta: 3:20:15, time: 1.038, data_time: 0.002, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9292, loss_cls: 0.9016, loss: 0.9016, grad_norm: 7.8719 2020-10-13 17:48:40,906 - mmaction - INFO - Epoch [48][3140/5010] lr: 7.500e-05, eta: 3:19:55, time: 0.973, data_time: 0.004, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9281, loss_cls: 0.8465, loss: 0.8465, grad_norm: 7.6031 2020-10-13 17:49:01,157 - mmaction - INFO - Epoch [48][3160/5010] lr: 7.500e-05, eta: 3:19:34, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9250, loss_cls: 0.8431, loss: 0.8431, grad_norm: 7.2430 2020-10-13 17:49:21,332 - mmaction - INFO - Epoch [48][3180/5010] lr: 7.500e-05, eta: 3:19:14, time: 1.007, data_time: 0.002, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9354, loss_cls: 0.8244, loss: 0.8244, grad_norm: 7.6249 2020-10-13 17:49:41,286 - mmaction - INFO - Epoch [48][3200/5010] lr: 7.500e-05, eta: 3:18:54, time: 0.999, data_time: 0.004, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9281, loss_cls: 0.8368, loss: 0.8368, grad_norm: 7.4254 2020-10-13 17:50:02,304 - mmaction - INFO - Epoch [48][3220/5010] lr: 7.500e-05, eta: 3:18:34, time: 1.051, data_time: 0.004, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9271, loss_cls: 0.8928, loss: 0.8928, grad_norm: 7.6503 2020-10-13 17:50:21,690 - mmaction - INFO - Epoch [48][3240/5010] lr: 7.500e-05, eta: 3:18:14, time: 0.969, data_time: 0.002, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9240, loss_cls: 0.8561, loss: 0.8561, grad_norm: 7.3227 2020-10-13 17:50:42,847 - mmaction - INFO - Epoch [48][3260/5010] lr: 7.500e-05, eta: 3:17:53, time: 1.058, data_time: 0.003, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9344, loss_cls: 0.7883, loss: 0.7883, grad_norm: 7.3317 2020-10-13 17:51:02,579 - mmaction - INFO - Epoch [48][3280/5010] lr: 7.500e-05, eta: 3:17:33, time: 0.985, data_time: 0.005, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9208, loss_cls: 0.8395, loss: 0.8395, grad_norm: 7.3952 2020-10-13 17:51:22,505 - mmaction - INFO - Epoch [48][3300/5010] lr: 7.500e-05, eta: 3:17:13, time: 0.998, data_time: 0.007, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9292, loss_cls: 0.8680, loss: 0.8680, grad_norm: 7.6058 2020-10-13 17:51:42,648 - mmaction - INFO - Epoch [48][3320/5010] lr: 7.500e-05, eta: 3:16:53, time: 1.007, data_time: 0.002, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9333, loss_cls: 0.8384, loss: 0.8384, grad_norm: 7.3218 2020-10-13 17:52:03,138 - mmaction - INFO - Epoch [48][3340/5010] lr: 7.500e-05, eta: 3:16:33, time: 1.025, data_time: 0.005, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9188, loss_cls: 0.8766, loss: 0.8766, grad_norm: 7.5203 2020-10-13 17:52:23,325 - mmaction - INFO - Epoch [48][3360/5010] lr: 7.500e-05, eta: 3:16:13, time: 1.009, data_time: 0.002, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9323, loss_cls: 0.8300, loss: 0.8300, grad_norm: 7.7612 2020-10-13 17:52:43,740 - mmaction - INFO - Epoch [48][3380/5010] lr: 7.500e-05, eta: 3:15:52, time: 1.021, data_time: 0.003, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9281, loss_cls: 0.8576, loss: 0.8576, grad_norm: 7.3535 2020-10-13 17:53:04,201 - mmaction - INFO - Epoch [48][3400/5010] lr: 7.500e-05, eta: 3:15:32, time: 1.023, data_time: 0.005, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9292, loss_cls: 0.8627, loss: 0.8627, grad_norm: 7.6025 2020-10-13 17:53:24,539 - mmaction - INFO - Epoch [48][3420/5010] lr: 7.500e-05, eta: 3:15:12, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.7979, top5_acc: 0.9250, loss_cls: 0.8356, loss: 0.8356, grad_norm: 7.3365 2020-10-13 17:53:44,908 - mmaction - INFO - Epoch [48][3440/5010] lr: 7.500e-05, eta: 3:14:52, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9313, loss_cls: 0.8614, loss: 0.8614, grad_norm: 7.5174 2020-10-13 17:54:04,571 - mmaction - INFO - Epoch [48][3460/5010] lr: 7.500e-05, eta: 3:14:32, time: 0.985, data_time: 0.005, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9094, loss_cls: 0.9631, loss: 0.9631, grad_norm: 7.5801 2020-10-13 17:54:24,712 - mmaction - INFO - Epoch [48][3480/5010] lr: 7.500e-05, eta: 3:14:12, time: 1.007, data_time: 0.004, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9219, loss_cls: 0.8595, loss: 0.8595, grad_norm: 7.7253 2020-10-13 17:54:45,418 - mmaction - INFO - Epoch [48][3500/5010] lr: 7.500e-05, eta: 3:13:51, time: 1.035, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9313, loss_cls: 0.8594, loss: 0.8594, grad_norm: 7.3398 2020-10-13 17:55:06,122 - mmaction - INFO - Epoch [48][3520/5010] lr: 7.500e-05, eta: 3:13:31, time: 1.035, data_time: 0.005, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9260, loss_cls: 0.8561, loss: 0.8561, grad_norm: 7.4548 2020-10-13 17:55:25,801 - mmaction - INFO - Epoch [48][3540/5010] lr: 7.500e-05, eta: 3:13:11, time: 0.984, data_time: 0.002, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9146, loss_cls: 0.8948, loss: 0.8948, grad_norm: 7.4592 2020-10-13 17:55:46,012 - mmaction - INFO - Epoch [48][3560/5010] lr: 7.500e-05, eta: 3:12:51, time: 1.010, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9167, loss_cls: 0.9070, loss: 0.9070, grad_norm: 7.7344 2020-10-13 17:56:06,122 - mmaction - INFO - Epoch [48][3580/5010] lr: 7.500e-05, eta: 3:12:31, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.7937, top5_acc: 0.9292, loss_cls: 0.8765, loss: 0.8765, grad_norm: 7.6528 2020-10-13 17:56:26,177 - mmaction - INFO - Epoch [48][3600/5010] lr: 7.500e-05, eta: 3:12:11, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.7938, top5_acc: 0.9302, loss_cls: 0.7936, loss: 0.7936, grad_norm: 7.3725 2020-10-13 17:56:46,244 - mmaction - INFO - Epoch [48][3620/5010] lr: 7.500e-05, eta: 3:11:50, time: 1.004, data_time: 0.002, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9135, loss_cls: 0.9755, loss: 0.9755, grad_norm: 7.8899 2020-10-13 17:57:06,206 - mmaction - INFO - Epoch [48][3640/5010] lr: 7.500e-05, eta: 3:11:30, time: 0.995, data_time: 0.005, memory: 10398, top1_acc: 0.7969, top5_acc: 0.9292, loss_cls: 0.8295, loss: 0.8295, grad_norm: 7.3238 2020-10-13 17:57:26,109 - mmaction - INFO - Epoch [48][3660/5010] lr: 7.500e-05, eta: 3:11:10, time: 0.999, data_time: 0.007, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9312, loss_cls: 0.7969, loss: 0.7969, grad_norm: 7.4875 2020-10-13 17:57:46,250 - mmaction - INFO - Epoch [48][3680/5010] lr: 7.500e-05, eta: 3:10:50, time: 1.007, data_time: 0.002, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9240, loss_cls: 0.8570, loss: 0.8570, grad_norm: 7.7930 2020-10-13 17:58:06,579 - mmaction - INFO - Epoch [48][3700/5010] lr: 7.500e-05, eta: 3:10:30, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9292, loss_cls: 0.8154, loss: 0.8154, grad_norm: 7.1084 2020-10-13 17:58:27,311 - mmaction - INFO - Epoch [48][3720/5010] lr: 7.500e-05, eta: 3:10:09, time: 1.039, data_time: 0.006, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9219, loss_cls: 0.9152, loss: 0.9152, grad_norm: 7.7671 2020-10-13 17:58:47,757 - mmaction - INFO - Epoch [48][3740/5010] lr: 7.500e-05, eta: 3:09:49, time: 1.021, data_time: 0.004, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9167, loss_cls: 0.9129, loss: 0.9129, grad_norm: 7.5725 2020-10-13 17:59:07,545 - mmaction - INFO - Epoch [48][3760/5010] lr: 7.500e-05, eta: 3:09:29, time: 0.988, data_time: 0.007, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9177, loss_cls: 0.9047, loss: 0.9047, grad_norm: 7.6480 2020-10-13 17:59:27,521 - mmaction - INFO - Epoch [48][3780/5010] lr: 7.500e-05, eta: 3:09:09, time: 1.001, data_time: 0.009, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9250, loss_cls: 0.8745, loss: 0.8745, grad_norm: 7.6835 2020-10-13 17:59:47,792 - mmaction - INFO - Epoch [48][3800/5010] lr: 7.500e-05, eta: 3:08:49, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9406, loss_cls: 0.7999, loss: 0.7999, grad_norm: 7.5076 2020-10-13 18:00:16,924 - mmaction - INFO - Epoch [48][3820/5010] lr: 7.500e-05, eta: 3:08:29, time: 1.445, data_time: 0.009, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9385, loss_cls: 0.8344, loss: 0.8344, grad_norm: 7.5909 2020-10-13 18:00:35,009 - mmaction - INFO - Epoch [48][3840/5010] lr: 7.500e-05, eta: 3:08:09, time: 0.916, data_time: 0.028, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9281, loss_cls: 0.8861, loss: 0.8861, grad_norm: 7.5986 2020-10-13 18:00:55,715 - mmaction - INFO - Epoch [48][3860/5010] lr: 7.500e-05, eta: 3:07:49, time: 1.035, data_time: 0.006, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9271, loss_cls: 0.8644, loss: 0.8644, grad_norm: 7.6624 2020-10-13 18:01:15,877 - mmaction - INFO - Epoch [48][3880/5010] lr: 7.500e-05, eta: 3:07:28, time: 1.008, data_time: 0.003, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9344, loss_cls: 0.8271, loss: 0.8271, grad_norm: 7.4221 2020-10-13 18:01:36,559 - mmaction - INFO - Epoch [48][3900/5010] lr: 7.500e-05, eta: 3:07:08, time: 1.031, data_time: 0.005, memory: 10398, top1_acc: 0.8042, top5_acc: 0.9198, loss_cls: 0.8014, loss: 0.8014, grad_norm: 6.9647 2020-10-13 18:01:56,438 - mmaction - INFO - Epoch [48][3920/5010] lr: 7.500e-05, eta: 3:06:48, time: 0.996, data_time: 0.006, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9292, loss_cls: 0.8833, loss: 0.8833, grad_norm: 7.7680 2020-10-13 18:02:17,198 - mmaction - INFO - Epoch [48][3940/5010] lr: 7.500e-05, eta: 3:06:28, time: 1.038, data_time: 0.003, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9177, loss_cls: 0.9217, loss: 0.9217, grad_norm: 7.7849 2020-10-13 18:02:37,332 - mmaction - INFO - Epoch [48][3960/5010] lr: 7.500e-05, eta: 3:06:08, time: 1.007, data_time: 0.005, memory: 10398, top1_acc: 0.8010, top5_acc: 0.9365, loss_cls: 0.8065, loss: 0.8065, grad_norm: 7.4597 2020-10-13 18:02:57,635 - mmaction - INFO - Epoch [48][3980/5010] lr: 7.500e-05, eta: 3:05:48, time: 1.015, data_time: 0.007, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9302, loss_cls: 0.8245, loss: 0.8245, grad_norm: 7.5184 2020-10-13 18:03:17,941 - mmaction - INFO - Epoch [48][4000/5010] lr: 7.500e-05, eta: 3:05:27, time: 1.016, data_time: 0.002, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9281, loss_cls: 0.8827, loss: 0.8827, grad_norm: 7.5043 2020-10-13 18:03:37,958 - mmaction - INFO - Epoch [48][4020/5010] lr: 7.500e-05, eta: 3:05:07, time: 1.001, data_time: 0.005, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9292, loss_cls: 0.8466, loss: 0.8466, grad_norm: 7.5545 2020-10-13 18:03:58,025 - mmaction - INFO - Epoch [48][4040/5010] lr: 7.500e-05, eta: 3:04:47, time: 1.004, data_time: 0.002, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9094, loss_cls: 0.9342, loss: 0.9342, grad_norm: 7.8168 2020-10-13 18:04:18,581 - mmaction - INFO - Epoch [48][4060/5010] lr: 7.500e-05, eta: 3:04:27, time: 1.028, data_time: 0.002, memory: 10398, top1_acc: 0.7938, top5_acc: 0.9281, loss_cls: 0.8463, loss: 0.8463, grad_norm: 7.2640 2020-10-13 18:04:38,550 - mmaction - INFO - Epoch [48][4080/5010] lr: 7.500e-05, eta: 3:04:07, time: 0.995, data_time: 0.006, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9302, loss_cls: 0.8180, loss: 0.8180, grad_norm: 7.3086 2020-10-13 18:04:59,376 - mmaction - INFO - Epoch [48][4100/5010] lr: 7.500e-05, eta: 3:03:46, time: 1.045, data_time: 0.006, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9271, loss_cls: 0.8420, loss: 0.8420, grad_norm: 7.5738 2020-10-13 18:05:19,494 - mmaction - INFO - Epoch [48][4120/5010] lr: 7.500e-05, eta: 3:03:26, time: 1.006, data_time: 0.003, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9083, loss_cls: 0.9161, loss: 0.9161, grad_norm: 7.4505 2020-10-13 18:05:40,687 - mmaction - INFO - Epoch [48][4140/5010] lr: 7.500e-05, eta: 3:03:06, time: 1.059, data_time: 0.005, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9250, loss_cls: 0.8387, loss: 0.8387, grad_norm: 7.3436 2020-10-13 18:06:00,598 - mmaction - INFO - Epoch [48][4160/5010] lr: 7.500e-05, eta: 3:02:46, time: 0.997, data_time: 0.003, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9135, loss_cls: 0.9458, loss: 0.9458, grad_norm: 7.5602 2020-10-13 18:06:21,558 - mmaction - INFO - Epoch [48][4180/5010] lr: 7.500e-05, eta: 3:02:26, time: 1.047, data_time: 0.002, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9271, loss_cls: 0.8757, loss: 0.8757, grad_norm: 7.6569 2020-10-13 18:06:40,830 - mmaction - INFO - Epoch [48][4200/5010] lr: 7.500e-05, eta: 3:02:06, time: 0.965, data_time: 0.004, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9115, loss_cls: 0.9316, loss: 0.9316, grad_norm: 7.7044 2020-10-13 18:07:01,227 - mmaction - INFO - Epoch [48][4220/5010] lr: 7.500e-05, eta: 3:01:45, time: 1.017, data_time: 0.005, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9385, loss_cls: 0.8061, loss: 0.8061, grad_norm: 7.6022 2020-10-13 18:07:21,493 - mmaction - INFO - Epoch [48][4240/5010] lr: 7.500e-05, eta: 3:01:25, time: 1.015, data_time: 0.007, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9302, loss_cls: 0.8608, loss: 0.8608, grad_norm: 7.7116 2020-10-13 18:07:42,547 - mmaction - INFO - Epoch [48][4260/5010] lr: 7.500e-05, eta: 3:01:05, time: 1.054, data_time: 0.004, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9479, loss_cls: 0.8153, loss: 0.8153, grad_norm: 7.4854 2020-10-13 18:08:03,001 - mmaction - INFO - Epoch [48][4280/5010] lr: 7.500e-05, eta: 3:00:45, time: 1.023, data_time: 0.005, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9198, loss_cls: 0.8777, loss: 0.8777, grad_norm: 7.4938 2020-10-13 18:08:23,821 - mmaction - INFO - Epoch [48][4300/5010] lr: 7.500e-05, eta: 3:00:25, time: 1.041, data_time: 0.007, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9354, loss_cls: 0.8240, loss: 0.8240, grad_norm: 7.4698 2020-10-13 18:08:44,196 - mmaction - INFO - Epoch [48][4320/5010] lr: 7.500e-05, eta: 3:00:05, time: 1.019, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9094, loss_cls: 0.9211, loss: 0.9211, grad_norm: 8.0322 2020-10-13 18:09:04,504 - mmaction - INFO - Epoch [48][4340/5010] lr: 7.500e-05, eta: 2:59:44, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9219, loss_cls: 0.9285, loss: 0.9285, grad_norm: 8.1982 2020-10-13 18:09:25,441 - mmaction - INFO - Epoch [48][4360/5010] lr: 7.500e-05, eta: 2:59:24, time: 1.044, data_time: 0.003, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9302, loss_cls: 0.8616, loss: 0.8616, grad_norm: 7.6827 2020-10-13 18:09:45,716 - mmaction - INFO - Epoch [48][4380/5010] lr: 7.500e-05, eta: 2:59:04, time: 1.017, data_time: 0.005, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9437, loss_cls: 0.7906, loss: 0.7906, grad_norm: 7.1197 2020-10-13 18:10:05,623 - mmaction - INFO - Epoch [48][4400/5010] lr: 7.500e-05, eta: 2:58:44, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.7969, top5_acc: 0.9260, loss_cls: 0.8363, loss: 0.8363, grad_norm: 7.3713 2020-10-13 18:10:26,607 - mmaction - INFO - Epoch [48][4420/5010] lr: 7.500e-05, eta: 2:58:24, time: 1.051, data_time: 0.005, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9156, loss_cls: 0.8985, loss: 0.8985, grad_norm: 7.6404 2020-10-13 18:10:47,085 - mmaction - INFO - Epoch [48][4440/5010] lr: 7.500e-05, eta: 2:58:04, time: 1.025, data_time: 0.003, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9302, loss_cls: 0.8496, loss: 0.8496, grad_norm: 7.3700 2020-10-13 18:11:07,282 - mmaction - INFO - Epoch [48][4460/5010] lr: 7.500e-05, eta: 2:57:43, time: 1.010, data_time: 0.002, memory: 10398, top1_acc: 0.8125, top5_acc: 0.9323, loss_cls: 0.7692, loss: 0.7692, grad_norm: 6.9187 2020-10-13 18:11:27,606 - mmaction - INFO - Epoch [48][4480/5010] lr: 7.500e-05, eta: 2:57:23, time: 1.016, data_time: 0.005, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9281, loss_cls: 0.8914, loss: 0.8914, grad_norm: 7.4263 2020-10-13 18:11:47,905 - mmaction - INFO - Epoch [48][4500/5010] lr: 7.500e-05, eta: 2:57:03, time: 1.015, data_time: 0.002, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9156, loss_cls: 0.9003, loss: 0.9003, grad_norm: 7.5475 2020-10-13 18:12:08,757 - mmaction - INFO - Epoch [48][4520/5010] lr: 7.500e-05, eta: 2:56:43, time: 1.043, data_time: 0.002, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9177, loss_cls: 0.8712, loss: 0.8712, grad_norm: 7.5641 2020-10-13 18:12:29,077 - mmaction - INFO - Epoch [48][4540/5010] lr: 7.500e-05, eta: 2:56:23, time: 1.016, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9292, loss_cls: 0.8577, loss: 0.8577, grad_norm: 7.5258 2020-10-13 18:12:49,492 - mmaction - INFO - Epoch [48][4560/5010] lr: 7.500e-05, eta: 2:56:03, time: 1.021, data_time: 0.002, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9292, loss_cls: 0.8514, loss: 0.8514, grad_norm: 7.5958 2020-10-13 18:13:10,286 - mmaction - INFO - Epoch [48][4580/5010] lr: 7.500e-05, eta: 2:55:43, time: 1.040, data_time: 0.005, memory: 10398, top1_acc: 0.7396, top5_acc: 0.9073, loss_cls: 0.9918, loss: 0.9918, grad_norm: 7.9312 2020-10-13 18:13:30,062 - mmaction - INFO - Epoch [48][4600/5010] lr: 7.500e-05, eta: 2:55:22, time: 0.989, data_time: 0.002, memory: 10398, top1_acc: 0.8010, top5_acc: 0.9344, loss_cls: 0.8035, loss: 0.8035, grad_norm: 7.3321 2020-10-13 18:13:50,437 - mmaction - INFO - Epoch [48][4620/5010] lr: 7.500e-05, eta: 2:55:02, time: 1.019, data_time: 0.002, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9260, loss_cls: 0.8606, loss: 0.8606, grad_norm: 7.4650 2020-10-13 18:14:10,995 - mmaction - INFO - Epoch [48][4640/5010] lr: 7.500e-05, eta: 2:54:42, time: 1.026, data_time: 0.005, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9292, loss_cls: 0.8110, loss: 0.8110, grad_norm: 7.4172 2020-10-13 18:14:32,218 - mmaction - INFO - Epoch [48][4660/5010] lr: 7.500e-05, eta: 2:54:22, time: 1.061, data_time: 0.005, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9250, loss_cls: 0.8586, loss: 0.8586, grad_norm: 7.3672 2020-10-13 18:14:52,134 - mmaction - INFO - Epoch [48][4680/5010] lr: 7.500e-05, eta: 2:54:02, time: 0.998, data_time: 0.005, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9313, loss_cls: 0.8325, loss: 0.8325, grad_norm: 7.2219 2020-10-13 18:15:12,834 - mmaction - INFO - Epoch [48][4700/5010] lr: 7.500e-05, eta: 2:53:42, time: 1.033, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9135, loss_cls: 0.9212, loss: 0.9212, grad_norm: 7.7380 2020-10-13 18:15:33,408 - mmaction - INFO - Epoch [48][4720/5010] lr: 7.500e-05, eta: 2:53:21, time: 1.031, data_time: 0.006, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9292, loss_cls: 0.8643, loss: 0.8643, grad_norm: 7.6426 2020-10-13 18:15:54,457 - mmaction - INFO - Epoch [48][4740/5010] lr: 7.500e-05, eta: 2:53:01, time: 1.052, data_time: 0.005, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9385, loss_cls: 0.8148, loss: 0.8148, grad_norm: 7.3516 2020-10-13 18:16:14,212 - mmaction - INFO - Epoch [48][4760/5010] lr: 7.500e-05, eta: 2:52:41, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9208, loss_cls: 0.8757, loss: 0.8757, grad_norm: 7.6135 2020-10-13 18:16:35,244 - mmaction - INFO - Epoch [48][4780/5010] lr: 7.500e-05, eta: 2:52:21, time: 1.050, data_time: 0.005, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9344, loss_cls: 0.8066, loss: 0.8066, grad_norm: 7.1755 2020-10-13 18:16:55,764 - mmaction - INFO - Epoch [48][4800/5010] lr: 7.500e-05, eta: 2:52:01, time: 1.028, data_time: 0.005, memory: 10398, top1_acc: 0.7937, top5_acc: 0.9396, loss_cls: 0.8026, loss: 0.8026, grad_norm: 7.6007 2020-10-13 18:17:16,216 - mmaction - INFO - Epoch [48][4820/5010] lr: 7.500e-05, eta: 2:51:41, time: 1.022, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9240, loss_cls: 0.8543, loss: 0.8543, grad_norm: 7.2513 2020-10-13 18:17:37,090 - mmaction - INFO - Epoch [48][4840/5010] lr: 7.500e-05, eta: 2:51:20, time: 1.042, data_time: 0.005, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9260, loss_cls: 0.8375, loss: 0.8375, grad_norm: 7.5124 2020-10-13 18:17:58,114 - mmaction - INFO - Epoch [48][4860/5010] lr: 7.500e-05, eta: 2:51:00, time: 1.053, data_time: 0.005, memory: 10398, top1_acc: 0.7990, top5_acc: 0.9375, loss_cls: 0.7806, loss: 0.7806, grad_norm: 7.4131 2020-10-13 18:18:18,516 - mmaction - INFO - Epoch [48][4880/5010] lr: 7.500e-05, eta: 2:50:40, time: 1.020, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9240, loss_cls: 0.8789, loss: 0.8789, grad_norm: 7.6244 2020-10-13 18:18:38,643 - mmaction - INFO - Epoch [48][4900/5010] lr: 7.500e-05, eta: 2:50:20, time: 1.004, data_time: 0.004, memory: 10398, top1_acc: 0.7937, top5_acc: 0.9219, loss_cls: 0.8653, loss: 0.8653, grad_norm: 7.4501 2020-10-13 18:18:58,436 - mmaction - INFO - Epoch [48][4920/5010] lr: 7.500e-05, eta: 2:50:00, time: 0.992, data_time: 0.006, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9271, loss_cls: 0.8661, loss: 0.8661, grad_norm: 7.3734 2020-10-13 18:19:19,827 - mmaction - INFO - Epoch [48][4940/5010] lr: 7.500e-05, eta: 2:49:40, time: 1.070, data_time: 0.002, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9281, loss_cls: 0.8492, loss: 0.8492, grad_norm: 7.3814 2020-10-13 18:19:40,169 - mmaction - INFO - Epoch [48][4960/5010] lr: 7.500e-05, eta: 2:49:19, time: 1.015, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9354, loss_cls: 0.8833, loss: 0.8833, grad_norm: 7.6974 2020-10-13 18:20:01,228 - mmaction - INFO - Epoch [48][4980/5010] lr: 7.500e-05, eta: 2:48:59, time: 1.056, data_time: 0.006, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9260, loss_cls: 0.8566, loss: 0.8566, grad_norm: 7.7283 2020-10-13 18:20:20,734 - mmaction - INFO - Epoch [48][5000/5010] lr: 7.500e-05, eta: 2:48:39, time: 0.975, data_time: 0.002, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9281, loss_cls: 0.8427, loss: 0.8427, grad_norm: 7.4024 2020-10-13 18:21:01,956 - mmaction - INFO - Epoch [49][20/5010] lr: 7.500e-05, eta: 2:48:09, time: 1.575, data_time: 0.711, memory: 10398, top1_acc: 0.8042, top5_acc: 0.9438, loss_cls: 0.7955, loss: 0.7955, grad_norm: 7.3492 2020-10-13 18:21:20,824 - mmaction - INFO - Epoch [49][40/5010] lr: 7.500e-05, eta: 2:47:49, time: 0.945, data_time: 0.005, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9156, loss_cls: 0.9174, loss: 0.9174, grad_norm: 7.6357 2020-10-13 18:21:41,765 - mmaction - INFO - Epoch [49][60/5010] lr: 7.500e-05, eta: 2:47:28, time: 1.047, data_time: 0.002, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9219, loss_cls: 0.8828, loss: 0.8828, grad_norm: 7.4693 2020-10-13 18:22:02,505 - mmaction - INFO - Epoch [49][80/5010] lr: 7.500e-05, eta: 2:47:08, time: 1.035, data_time: 0.005, memory: 10398, top1_acc: 0.8042, top5_acc: 0.9417, loss_cls: 0.7945, loss: 0.7945, grad_norm: 7.0223 2020-10-13 18:22:22,474 - mmaction - INFO - Epoch [49][100/5010] lr: 7.500e-05, eta: 2:46:48, time: 1.001, data_time: 0.006, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9229, loss_cls: 0.8477, loss: 0.8477, grad_norm: 7.4804 2020-10-13 18:22:42,953 - mmaction - INFO - Epoch [49][120/5010] lr: 7.500e-05, eta: 2:46:28, time: 1.024, data_time: 0.002, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9156, loss_cls: 0.9006, loss: 0.9006, grad_norm: 7.6968 2020-10-13 18:23:03,406 - mmaction - INFO - Epoch [49][140/5010] lr: 7.500e-05, eta: 2:46:08, time: 1.022, data_time: 0.002, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9323, loss_cls: 0.8526, loss: 0.8526, grad_norm: 7.6547 2020-10-13 18:23:23,973 - mmaction - INFO - Epoch [49][160/5010] lr: 7.500e-05, eta: 2:45:48, time: 1.029, data_time: 0.003, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9062, loss_cls: 0.9007, loss: 0.9007, grad_norm: 7.2104 2020-10-13 18:23:45,364 - mmaction - INFO - Epoch [49][180/5010] lr: 7.500e-05, eta: 2:45:27, time: 1.069, data_time: 0.002, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9260, loss_cls: 0.8720, loss: 0.8720, grad_norm: 7.6071 2020-10-13 18:24:06,965 - mmaction - INFO - Epoch [49][200/5010] lr: 7.500e-05, eta: 2:45:07, time: 1.079, data_time: 0.005, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9344, loss_cls: 0.8155, loss: 0.8155, grad_norm: 7.4056 2020-10-13 18:24:26,465 - mmaction - INFO - Epoch [49][220/5010] lr: 7.500e-05, eta: 2:44:47, time: 0.976, data_time: 0.006, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9125, loss_cls: 0.9091, loss: 0.9091, grad_norm: 7.7347 2020-10-13 18:24:47,432 - mmaction - INFO - Epoch [49][240/5010] lr: 7.500e-05, eta: 2:44:27, time: 1.048, data_time: 0.002, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9333, loss_cls: 0.8335, loss: 0.8335, grad_norm: 7.5908 2020-10-13 18:25:08,651 - mmaction - INFO - Epoch [49][260/5010] lr: 7.500e-05, eta: 2:44:07, time: 1.061, data_time: 0.005, memory: 10398, top1_acc: 0.7969, top5_acc: 0.9417, loss_cls: 0.7582, loss: 0.7582, grad_norm: 7.1675 2020-10-13 18:25:29,163 - mmaction - INFO - Epoch [49][280/5010] lr: 7.500e-05, eta: 2:43:47, time: 1.026, data_time: 0.002, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9292, loss_cls: 0.8499, loss: 0.8499, grad_norm: 7.5129 2020-10-13 18:25:50,019 - mmaction - INFO - Epoch [49][300/5010] lr: 7.500e-05, eta: 2:43:27, time: 1.043, data_time: 0.002, memory: 10398, top1_acc: 0.7979, top5_acc: 0.9281, loss_cls: 0.8027, loss: 0.8027, grad_norm: 7.2053 2020-10-13 18:26:10,226 - mmaction - INFO - Epoch [49][320/5010] lr: 7.500e-05, eta: 2:43:06, time: 1.009, data_time: 0.004, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9313, loss_cls: 0.8472, loss: 0.8472, grad_norm: 7.2523 2020-10-13 18:26:30,974 - mmaction - INFO - Epoch [49][340/5010] lr: 7.500e-05, eta: 2:42:46, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9167, loss_cls: 0.8850, loss: 0.8850, grad_norm: 7.5191 2020-10-13 18:26:50,882 - mmaction - INFO - Epoch [49][360/5010] lr: 7.500e-05, eta: 2:42:26, time: 0.997, data_time: 0.003, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9260, loss_cls: 0.8818, loss: 0.8818, grad_norm: 7.7153 2020-10-13 18:27:12,309 - mmaction - INFO - Epoch [49][380/5010] lr: 7.500e-05, eta: 2:42:06, time: 1.070, data_time: 0.005, memory: 10398, top1_acc: 0.8042, top5_acc: 0.9448, loss_cls: 0.7568, loss: 0.7568, grad_norm: 7.1376 2020-10-13 18:27:32,793 - mmaction - INFO - Epoch [49][400/5010] lr: 7.500e-05, eta: 2:41:46, time: 1.025, data_time: 0.006, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9156, loss_cls: 0.9570, loss: 0.9570, grad_norm: 7.9996 2020-10-13 18:27:53,801 - mmaction - INFO - Epoch [49][420/5010] lr: 7.500e-05, eta: 2:41:26, time: 1.050, data_time: 0.005, memory: 10398, top1_acc: 0.8010, top5_acc: 0.9375, loss_cls: 0.8032, loss: 0.8032, grad_norm: 7.3152 2020-10-13 18:28:14,449 - mmaction - INFO - Epoch [49][440/5010] lr: 7.500e-05, eta: 2:41:05, time: 1.033, data_time: 0.002, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9240, loss_cls: 0.8791, loss: 0.8791, grad_norm: 7.6133 2020-10-13 18:28:34,328 - mmaction - INFO - Epoch [49][460/5010] lr: 7.500e-05, eta: 2:40:45, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.7990, top5_acc: 0.9333, loss_cls: 0.8032, loss: 0.8032, grad_norm: 7.4775 2020-10-13 18:28:56,238 - mmaction - INFO - Epoch [49][480/5010] lr: 7.500e-05, eta: 2:40:25, time: 1.097, data_time: 0.005, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9281, loss_cls: 0.8356, loss: 0.8356, grad_norm: 7.4785 2020-10-13 18:29:15,646 - mmaction - INFO - Epoch [49][500/5010] lr: 7.500e-05, eta: 2:40:05, time: 0.969, data_time: 0.002, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9188, loss_cls: 0.9215, loss: 0.9215, grad_norm: 7.7128 2020-10-13 18:29:36,528 - mmaction - INFO - Epoch [49][520/5010] lr: 7.500e-05, eta: 2:39:45, time: 1.045, data_time: 0.006, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9385, loss_cls: 0.8051, loss: 0.8051, grad_norm: 7.3574 2020-10-13 18:29:57,867 - mmaction - INFO - Epoch [49][540/5010] lr: 7.500e-05, eta: 2:39:25, time: 1.067, data_time: 0.007, memory: 10398, top1_acc: 0.7938, top5_acc: 0.9323, loss_cls: 0.8342, loss: 0.8342, grad_norm: 7.3678 2020-10-13 18:30:17,450 - mmaction - INFO - Epoch [49][560/5010] lr: 7.500e-05, eta: 2:39:04, time: 0.979, data_time: 0.002, memory: 10398, top1_acc: 0.7687, top5_acc: 0.9208, loss_cls: 0.9004, loss: 0.9004, grad_norm: 7.6057 2020-10-13 18:30:38,505 - mmaction - INFO - Epoch [49][580/5010] lr: 7.500e-05, eta: 2:38:44, time: 1.050, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9250, loss_cls: 0.8509, loss: 0.8509, grad_norm: 7.4566 2020-10-13 18:30:59,305 - mmaction - INFO - Epoch [49][600/5010] lr: 7.500e-05, eta: 2:38:24, time: 1.043, data_time: 0.007, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9302, loss_cls: 0.8586, loss: 0.8586, grad_norm: 7.7274 2020-10-13 18:31:19,239 - mmaction - INFO - Epoch [49][620/5010] lr: 7.500e-05, eta: 2:38:04, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9208, loss_cls: 0.8498, loss: 0.8498, grad_norm: 7.4785 2020-10-13 18:31:39,264 - mmaction - INFO - Epoch [49][640/5010] lr: 7.500e-05, eta: 2:37:44, time: 1.000, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9208, loss_cls: 0.8868, loss: 0.8868, grad_norm: 7.8204 2020-10-13 18:32:00,891 - mmaction - INFO - Epoch [49][660/5010] lr: 7.500e-05, eta: 2:37:24, time: 1.083, data_time: 0.005, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9177, loss_cls: 0.8838, loss: 0.8838, grad_norm: 7.3668 2020-10-13 18:32:21,342 - mmaction - INFO - Epoch [49][680/5010] lr: 7.500e-05, eta: 2:37:03, time: 1.021, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9187, loss_cls: 0.9030, loss: 0.9030, grad_norm: 7.7801 2020-10-13 18:32:42,882 - mmaction - INFO - Epoch [49][700/5010] lr: 7.500e-05, eta: 2:36:43, time: 1.078, data_time: 0.004, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9365, loss_cls: 0.8868, loss: 0.8868, grad_norm: 7.8267 2020-10-13 18:33:02,768 - mmaction - INFO - Epoch [49][720/5010] lr: 7.500e-05, eta: 2:36:23, time: 0.994, data_time: 0.005, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9188, loss_cls: 0.8660, loss: 0.8660, grad_norm: 7.5671 2020-10-13 18:33:23,462 - mmaction - INFO - Epoch [49][740/5010] lr: 7.500e-05, eta: 2:36:03, time: 1.035, data_time: 0.002, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9323, loss_cls: 0.8422, loss: 0.8422, grad_norm: 7.8354 2020-10-13 18:33:43,925 - mmaction - INFO - Epoch [49][760/5010] lr: 7.500e-05, eta: 2:35:43, time: 1.023, data_time: 0.002, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9417, loss_cls: 0.7799, loss: 0.7799, grad_norm: 7.2417 2020-10-13 18:34:04,550 - mmaction - INFO - Epoch [49][780/5010] lr: 7.500e-05, eta: 2:35:23, time: 1.031, data_time: 0.002, memory: 10398, top1_acc: 0.8198, top5_acc: 0.9437, loss_cls: 0.7291, loss: 0.7291, grad_norm: 6.9619 2020-10-13 18:34:25,864 - mmaction - INFO - Epoch [49][800/5010] lr: 7.500e-05, eta: 2:35:03, time: 1.066, data_time: 0.006, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9187, loss_cls: 0.8677, loss: 0.8677, grad_norm: 7.8286 2020-10-13 18:34:45,735 - mmaction - INFO - Epoch [49][820/5010] lr: 7.500e-05, eta: 2:34:42, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9271, loss_cls: 0.9006, loss: 0.9006, grad_norm: 7.7145 2020-10-13 18:35:05,863 - mmaction - INFO - Epoch [49][840/5010] lr: 7.500e-05, eta: 2:34:22, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9333, loss_cls: 0.8525, loss: 0.8525, grad_norm: 7.4407 2020-10-13 18:35:27,085 - mmaction - INFO - Epoch [49][860/5010] lr: 7.500e-05, eta: 2:34:02, time: 1.061, data_time: 0.003, memory: 10398, top1_acc: 0.7687, top5_acc: 0.9219, loss_cls: 0.8858, loss: 0.8858, grad_norm: 7.7042 2020-10-13 18:35:47,829 - mmaction - INFO - Epoch [49][880/5010] lr: 7.500e-05, eta: 2:33:42, time: 1.037, data_time: 0.002, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9104, loss_cls: 0.9159, loss: 0.9159, grad_norm: 7.7490 2020-10-13 18:36:07,898 - mmaction - INFO - Epoch [49][900/5010] lr: 7.500e-05, eta: 2:33:22, time: 1.004, data_time: 0.005, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9271, loss_cls: 0.8470, loss: 0.8470, grad_norm: 7.5593 2020-10-13 18:36:28,980 - mmaction - INFO - Epoch [49][920/5010] lr: 7.500e-05, eta: 2:33:02, time: 1.054, data_time: 0.002, memory: 10398, top1_acc: 0.8073, top5_acc: 0.9240, loss_cls: 0.8049, loss: 0.8049, grad_norm: 6.9368 2020-10-13 18:36:49,724 - mmaction - INFO - Epoch [49][940/5010] lr: 7.500e-05, eta: 2:32:41, time: 1.037, data_time: 0.002, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9167, loss_cls: 0.8976, loss: 0.8976, grad_norm: 7.3165 2020-10-13 18:37:10,035 - mmaction - INFO - Epoch [49][960/5010] lr: 7.500e-05, eta: 2:32:21, time: 1.014, data_time: 0.004, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9271, loss_cls: 0.8682, loss: 0.8682, grad_norm: 7.7901 2020-10-13 18:37:30,735 - mmaction - INFO - Epoch [49][980/5010] lr: 7.500e-05, eta: 2:32:01, time: 1.037, data_time: 0.005, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9240, loss_cls: 0.8814, loss: 0.8814, grad_norm: 7.5920 2020-10-13 18:37:51,448 - mmaction - INFO - Epoch [49][1000/5010] lr: 7.500e-05, eta: 2:31:41, time: 1.034, data_time: 0.001, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9375, loss_cls: 0.8370, loss: 0.8370, grad_norm: 7.2932 2020-10-13 18:38:13,877 - mmaction - INFO - Epoch [49][1020/5010] lr: 7.500e-05, eta: 2:31:21, time: 1.121, data_time: 0.006, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9354, loss_cls: 0.8717, loss: 0.8717, grad_norm: 7.5990 2020-10-13 18:38:35,205 - mmaction - INFO - Epoch [49][1040/5010] lr: 7.500e-05, eta: 2:31:01, time: 1.067, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9198, loss_cls: 0.9147, loss: 0.9147, grad_norm: 7.8218 2020-10-13 18:38:55,948 - mmaction - INFO - Epoch [49][1060/5010] lr: 7.500e-05, eta: 2:30:40, time: 1.038, data_time: 0.006, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9260, loss_cls: 0.8291, loss: 0.8291, grad_norm: 7.5031 2020-10-13 18:39:16,154 - mmaction - INFO - Epoch [49][1080/5010] lr: 7.500e-05, eta: 2:30:20, time: 1.010, data_time: 0.002, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9313, loss_cls: 0.8220, loss: 0.8220, grad_norm: 7.4573 2020-10-13 18:39:37,568 - mmaction - INFO - Epoch [49][1100/5010] lr: 7.500e-05, eta: 2:30:00, time: 1.069, data_time: 0.004, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9198, loss_cls: 0.8861, loss: 0.8861, grad_norm: 7.6640 2020-10-13 18:39:58,144 - mmaction - INFO - Epoch [49][1120/5010] lr: 7.500e-05, eta: 2:29:40, time: 1.030, data_time: 0.005, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9354, loss_cls: 0.8244, loss: 0.8244, grad_norm: 7.4039 2020-10-13 18:40:18,982 - mmaction - INFO - Epoch [49][1140/5010] lr: 7.500e-05, eta: 2:29:20, time: 1.042, data_time: 0.002, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9323, loss_cls: 0.8381, loss: 0.8381, grad_norm: 7.4240 2020-10-13 18:40:39,639 - mmaction - INFO - Epoch [49][1160/5010] lr: 7.500e-05, eta: 2:29:00, time: 1.031, data_time: 0.004, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9177, loss_cls: 0.8682, loss: 0.8682, grad_norm: 7.7938 2020-10-13 18:41:00,095 - mmaction - INFO - Epoch [49][1180/5010] lr: 7.500e-05, eta: 2:28:39, time: 1.024, data_time: 0.005, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9292, loss_cls: 0.8301, loss: 0.8301, grad_norm: 7.4492 2020-10-13 18:41:21,497 - mmaction - INFO - Epoch [49][1200/5010] lr: 7.500e-05, eta: 2:28:19, time: 1.070, data_time: 0.002, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9219, loss_cls: 0.9087, loss: 0.9087, grad_norm: 7.7983 2020-10-13 18:41:41,138 - mmaction - INFO - Epoch [49][1220/5010] lr: 7.500e-05, eta: 2:27:59, time: 0.981, data_time: 0.003, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9177, loss_cls: 0.9210, loss: 0.9210, grad_norm: 7.4888 2020-10-13 18:42:02,508 - mmaction - INFO - Epoch [49][1240/5010] lr: 7.500e-05, eta: 2:27:39, time: 1.070, data_time: 0.006, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9292, loss_cls: 0.8429, loss: 0.8429, grad_norm: 7.4541 2020-10-13 18:42:22,494 - mmaction - INFO - Epoch [49][1260/5010] lr: 7.500e-05, eta: 2:27:19, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9375, loss_cls: 0.8142, loss: 0.8142, grad_norm: 7.3167 2020-10-13 18:42:43,834 - mmaction - INFO - Epoch [49][1280/5010] lr: 7.500e-05, eta: 2:26:59, time: 1.069, data_time: 0.004, memory: 10398, top1_acc: 0.8021, top5_acc: 0.9344, loss_cls: 0.8015, loss: 0.8015, grad_norm: 7.1876 2020-10-13 18:43:04,604 - mmaction - INFO - Epoch [49][1300/5010] lr: 7.500e-05, eta: 2:26:39, time: 1.038, data_time: 0.006, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9208, loss_cls: 0.8460, loss: 0.8460, grad_norm: 7.4481 2020-10-13 18:43:24,961 - mmaction - INFO - Epoch [49][1320/5010] lr: 7.500e-05, eta: 2:26:18, time: 1.018, data_time: 0.002, memory: 10398, top1_acc: 0.8042, top5_acc: 0.9437, loss_cls: 0.7525, loss: 0.7525, grad_norm: 7.1633 2020-10-13 18:43:45,279 - mmaction - INFO - Epoch [49][1340/5010] lr: 7.500e-05, eta: 2:25:58, time: 1.016, data_time: 0.002, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9073, loss_cls: 0.9741, loss: 0.9741, grad_norm: 7.9435 2020-10-13 18:44:06,144 - mmaction - INFO - Epoch [49][1360/5010] lr: 7.500e-05, eta: 2:25:38, time: 1.041, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9052, loss_cls: 0.9772, loss: 0.9772, grad_norm: 7.8733 2020-10-13 18:44:26,141 - mmaction - INFO - Epoch [49][1380/5010] lr: 7.500e-05, eta: 2:25:18, time: 1.002, data_time: 0.005, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9240, loss_cls: 0.8847, loss: 0.8847, grad_norm: 7.7692 2020-10-13 18:44:48,043 - mmaction - INFO - Epoch [49][1400/5010] lr: 7.500e-05, eta: 2:24:58, time: 1.095, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9292, loss_cls: 0.8733, loss: 0.8733, grad_norm: 7.7096 2020-10-13 18:45:09,749 - mmaction - INFO - Epoch [49][1420/5010] lr: 7.500e-05, eta: 2:24:38, time: 1.085, data_time: 0.005, memory: 10398, top1_acc: 0.8125, top5_acc: 0.9354, loss_cls: 0.7492, loss: 0.7492, grad_norm: 6.8662 2020-10-13 18:45:29,449 - mmaction - INFO - Epoch [49][1440/5010] lr: 7.500e-05, eta: 2:24:17, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.8083, top5_acc: 0.9260, loss_cls: 0.8308, loss: 0.8308, grad_norm: 7.0564 2020-10-13 18:45:49,170 - mmaction - INFO - Epoch [49][1460/5010] lr: 7.500e-05, eta: 2:23:57, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9271, loss_cls: 0.8620, loss: 0.8620, grad_norm: 7.0500 2020-10-13 18:46:09,726 - mmaction - INFO - Epoch [49][1480/5010] lr: 7.500e-05, eta: 2:23:37, time: 1.026, data_time: 0.006, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9271, loss_cls: 0.8407, loss: 0.8407, grad_norm: 7.6167 2020-10-13 18:46:30,099 - mmaction - INFO - Epoch [49][1500/5010] lr: 7.500e-05, eta: 2:23:17, time: 1.020, data_time: 0.005, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9250, loss_cls: 0.8356, loss: 0.8356, grad_norm: 7.1686 2020-10-13 18:46:50,914 - mmaction - INFO - Epoch [49][1520/5010] lr: 7.500e-05, eta: 2:22:57, time: 1.041, data_time: 0.002, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9208, loss_cls: 0.9114, loss: 0.9114, grad_norm: 8.0387 2020-10-13 18:47:11,249 - mmaction - INFO - Epoch [49][1540/5010] lr: 7.500e-05, eta: 2:22:37, time: 1.015, data_time: 0.005, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9271, loss_cls: 0.8359, loss: 0.8359, grad_norm: 7.3998 2020-10-13 18:47:31,591 - mmaction - INFO - Epoch [49][1560/5010] lr: 7.500e-05, eta: 2:22:16, time: 1.016, data_time: 0.004, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9313, loss_cls: 0.7973, loss: 0.7973, grad_norm: 7.4218 2020-10-13 18:47:53,450 - mmaction - INFO - Epoch [49][1580/5010] lr: 7.500e-05, eta: 2:21:56, time: 1.096, data_time: 0.006, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9365, loss_cls: 0.8154, loss: 0.8154, grad_norm: 7.2167 2020-10-13 18:48:13,178 - mmaction - INFO - Epoch [49][1600/5010] lr: 7.500e-05, eta: 2:21:36, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9104, loss_cls: 0.9016, loss: 0.9016, grad_norm: 7.7149 2020-10-13 18:48:33,718 - mmaction - INFO - Epoch [49][1620/5010] lr: 7.500e-05, eta: 2:21:16, time: 1.026, data_time: 0.005, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9219, loss_cls: 0.8757, loss: 0.8757, grad_norm: 7.6121 2020-10-13 18:48:54,949 - mmaction - INFO - Epoch [49][1640/5010] lr: 7.500e-05, eta: 2:20:56, time: 1.063, data_time: 0.005, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9188, loss_cls: 0.9010, loss: 0.9010, grad_norm: 7.5666 2020-10-13 18:49:14,890 - mmaction - INFO - Epoch [49][1660/5010] lr: 7.500e-05, eta: 2:20:36, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9250, loss_cls: 0.8512, loss: 0.8512, grad_norm: 7.4925 2020-10-13 18:49:35,604 - mmaction - INFO - Epoch [49][1680/5010] lr: 7.500e-05, eta: 2:20:15, time: 1.034, data_time: 0.006, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9313, loss_cls: 0.8546, loss: 0.8546, grad_norm: 7.5790 2020-10-13 18:49:56,101 - mmaction - INFO - Epoch [49][1700/5010] lr: 7.500e-05, eta: 2:19:55, time: 1.027, data_time: 0.005, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9323, loss_cls: 0.8562, loss: 0.8562, grad_norm: 7.6212 2020-10-13 18:50:16,973 - mmaction - INFO - Epoch [49][1720/5010] lr: 7.500e-05, eta: 2:19:35, time: 1.044, data_time: 0.002, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9354, loss_cls: 0.8254, loss: 0.8254, grad_norm: 7.4078 2020-10-13 18:50:37,433 - mmaction - INFO - Epoch [49][1740/5010] lr: 7.500e-05, eta: 2:19:15, time: 1.021, data_time: 0.005, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9406, loss_cls: 0.8461, loss: 0.8461, grad_norm: 7.5337 2020-10-13 18:50:58,169 - mmaction - INFO - Epoch [49][1760/5010] lr: 7.500e-05, eta: 2:18:55, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9385, loss_cls: 0.7821, loss: 0.7821, grad_norm: 7.3231 2020-10-13 18:51:18,786 - mmaction - INFO - Epoch [49][1780/5010] lr: 7.500e-05, eta: 2:18:35, time: 1.031, data_time: 0.002, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9281, loss_cls: 0.8812, loss: 0.8812, grad_norm: 8.0049 2020-10-13 18:51:39,151 - mmaction - INFO - Epoch [49][1800/5010] lr: 7.500e-05, eta: 2:18:14, time: 1.018, data_time: 0.007, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9156, loss_cls: 0.9411, loss: 0.9411, grad_norm: 7.8779 2020-10-13 18:52:00,506 - mmaction - INFO - Epoch [49][1820/5010] lr: 7.500e-05, eta: 2:17:54, time: 1.068, data_time: 0.002, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9198, loss_cls: 0.9075, loss: 0.9075, grad_norm: 7.9028 2020-10-13 18:52:22,186 - mmaction - INFO - Epoch [49][1840/5010] lr: 7.500e-05, eta: 2:17:34, time: 1.082, data_time: 0.002, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9229, loss_cls: 0.8372, loss: 0.8372, grad_norm: 7.4632 2020-10-13 18:52:42,212 - mmaction - INFO - Epoch [49][1860/5010] lr: 7.500e-05, eta: 2:17:14, time: 1.003, data_time: 0.003, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9073, loss_cls: 0.9493, loss: 0.9493, grad_norm: 7.9151 2020-10-13 18:53:03,067 - mmaction - INFO - Epoch [49][1880/5010] lr: 7.500e-05, eta: 2:16:54, time: 1.042, data_time: 0.004, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9323, loss_cls: 0.8148, loss: 0.8148, grad_norm: 7.4424 2020-10-13 18:53:23,235 - mmaction - INFO - Epoch [49][1900/5010] lr: 7.500e-05, eta: 2:16:34, time: 1.009, data_time: 0.002, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9344, loss_cls: 0.7843, loss: 0.7843, grad_norm: 7.4390 2020-10-13 18:53:43,761 - mmaction - INFO - Epoch [49][1920/5010] lr: 7.500e-05, eta: 2:16:13, time: 1.026, data_time: 0.002, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9292, loss_cls: 0.8506, loss: 0.8506, grad_norm: 7.6073 2020-10-13 18:54:04,628 - mmaction - INFO - Epoch [49][1940/5010] lr: 7.500e-05, eta: 2:15:53, time: 1.044, data_time: 0.006, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9052, loss_cls: 0.9671, loss: 0.9671, grad_norm: 7.9338 2020-10-13 18:54:25,812 - mmaction - INFO - Epoch [49][1960/5010] lr: 7.500e-05, eta: 2:15:33, time: 1.059, data_time: 0.005, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9052, loss_cls: 0.9951, loss: 0.9951, grad_norm: 7.8452 2020-10-13 18:54:45,934 - mmaction - INFO - Epoch [49][1980/5010] lr: 7.500e-05, eta: 2:15:13, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9167, loss_cls: 0.9221, loss: 0.9221, grad_norm: 7.6999 2020-10-13 18:55:07,059 - mmaction - INFO - Epoch [49][2000/5010] lr: 7.500e-05, eta: 2:14:53, time: 1.056, data_time: 0.005, memory: 10398, top1_acc: 0.7969, top5_acc: 0.9438, loss_cls: 0.8031, loss: 0.8031, grad_norm: 7.4497 2020-10-13 18:55:28,343 - mmaction - INFO - Epoch [49][2020/5010] lr: 7.500e-05, eta: 2:14:33, time: 1.064, data_time: 0.002, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9302, loss_cls: 0.8702, loss: 0.8702, grad_norm: 7.5629 2020-10-13 18:55:49,251 - mmaction - INFO - Epoch [49][2040/5010] lr: 7.500e-05, eta: 2:14:12, time: 1.045, data_time: 0.002, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9281, loss_cls: 0.8876, loss: 0.8876, grad_norm: 7.4242 2020-10-13 18:56:11,333 - mmaction - INFO - Epoch [49][2060/5010] lr: 7.500e-05, eta: 2:13:52, time: 1.103, data_time: 0.005, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9281, loss_cls: 0.8206, loss: 0.8206, grad_norm: 7.2253 2020-10-13 18:56:30,931 - mmaction - INFO - Epoch [49][2080/5010] lr: 7.500e-05, eta: 2:13:32, time: 0.981, data_time: 0.006, memory: 10398, top1_acc: 0.8063, top5_acc: 0.9354, loss_cls: 0.8062, loss: 0.8062, grad_norm: 7.1705 2020-10-13 18:56:52,935 - mmaction - INFO - Epoch [49][2100/5010] lr: 7.500e-05, eta: 2:13:12, time: 1.101, data_time: 0.002, memory: 10398, top1_acc: 0.8073, top5_acc: 0.9344, loss_cls: 0.7911, loss: 0.7911, grad_norm: 7.2345 2020-10-13 18:57:12,554 - mmaction - INFO - Epoch [49][2120/5010] lr: 7.500e-05, eta: 2:12:52, time: 0.979, data_time: 0.004, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9271, loss_cls: 0.8683, loss: 0.8683, grad_norm: 7.6381 2020-10-13 18:57:33,204 - mmaction - INFO - Epoch [49][2140/5010] lr: 7.500e-05, eta: 2:12:32, time: 1.034, data_time: 0.006, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9333, loss_cls: 0.8525, loss: 0.8525, grad_norm: 7.4652 2020-10-13 18:57:54,173 - mmaction - INFO - Epoch [49][2160/5010] lr: 7.500e-05, eta: 2:12:11, time: 1.048, data_time: 0.002, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9271, loss_cls: 0.8661, loss: 0.8661, grad_norm: 7.7530 2020-10-13 18:58:15,806 - mmaction - INFO - Epoch [49][2180/5010] lr: 7.500e-05, eta: 2:11:51, time: 1.080, data_time: 0.004, memory: 10398, top1_acc: 0.8021, top5_acc: 0.9375, loss_cls: 0.7836, loss: 0.7836, grad_norm: 7.3609 2020-10-13 18:58:36,100 - mmaction - INFO - Epoch [49][2200/5010] lr: 7.500e-05, eta: 2:11:31, time: 1.017, data_time: 0.006, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9219, loss_cls: 0.9385, loss: 0.9385, grad_norm: 8.0376 2020-10-13 18:58:57,089 - mmaction - INFO - Epoch [49][2220/5010] lr: 7.500e-05, eta: 2:11:11, time: 1.049, data_time: 0.002, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9219, loss_cls: 0.8887, loss: 0.8887, grad_norm: 7.5034 2020-10-13 18:59:17,113 - mmaction - INFO - Epoch [49][2240/5010] lr: 7.500e-05, eta: 2:10:51, time: 0.999, data_time: 0.004, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9323, loss_cls: 0.8574, loss: 0.8574, grad_norm: 7.6782 2020-10-13 18:59:38,292 - mmaction - INFO - Epoch [49][2260/5010] lr: 7.500e-05, eta: 2:10:31, time: 1.061, data_time: 0.006, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9323, loss_cls: 0.8659, loss: 0.8659, grad_norm: 7.5798 2020-10-13 18:59:58,047 - mmaction - INFO - Epoch [49][2280/5010] lr: 7.500e-05, eta: 2:10:10, time: 0.986, data_time: 0.004, memory: 10398, top1_acc: 0.7979, top5_acc: 0.9406, loss_cls: 0.7616, loss: 0.7616, grad_norm: 7.1263 2020-10-13 19:00:19,751 - mmaction - INFO - Epoch [49][2300/5010] lr: 7.500e-05, eta: 2:09:50, time: 1.087, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9323, loss_cls: 0.8501, loss: 0.8501, grad_norm: 7.7113 2020-10-13 19:00:40,329 - mmaction - INFO - Epoch [49][2320/5010] lr: 7.500e-05, eta: 2:09:30, time: 1.027, data_time: 0.004, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9417, loss_cls: 0.7907, loss: 0.7907, grad_norm: 7.2324 2020-10-13 19:01:00,472 - mmaction - INFO - Epoch [49][2340/5010] lr: 7.500e-05, eta: 2:09:10, time: 1.009, data_time: 0.006, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9313, loss_cls: 0.8358, loss: 0.8358, grad_norm: 7.4798 2020-10-13 19:01:21,559 - mmaction - INFO - Epoch [49][2360/5010] lr: 7.500e-05, eta: 2:08:50, time: 1.054, data_time: 0.005, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9240, loss_cls: 0.8774, loss: 0.8774, grad_norm: 7.5698 2020-10-13 19:01:42,306 - mmaction - INFO - Epoch [49][2380/5010] lr: 7.500e-05, eta: 2:08:30, time: 1.038, data_time: 0.004, memory: 10398, top1_acc: 0.8167, top5_acc: 0.9406, loss_cls: 0.7330, loss: 0.7330, grad_norm: 6.7973 2020-10-13 19:02:03,210 - mmaction - INFO - Epoch [49][2400/5010] lr: 7.500e-05, eta: 2:08:09, time: 1.045, data_time: 0.005, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9292, loss_cls: 0.8093, loss: 0.8093, grad_norm: 7.3587 2020-10-13 19:02:24,508 - mmaction - INFO - Epoch [49][2420/5010] lr: 7.500e-05, eta: 2:07:49, time: 1.065, data_time: 0.002, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9344, loss_cls: 0.8152, loss: 0.8152, grad_norm: 7.4122 2020-10-13 19:02:44,830 - mmaction - INFO - Epoch [49][2440/5010] lr: 7.500e-05, eta: 2:07:29, time: 1.016, data_time: 0.002, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9135, loss_cls: 0.9252, loss: 0.9252, grad_norm: 7.7626 2020-10-13 19:03:06,403 - mmaction - INFO - Epoch [49][2460/5010] lr: 7.500e-05, eta: 2:07:09, time: 1.078, data_time: 0.006, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9333, loss_cls: 0.8159, loss: 0.8159, grad_norm: 7.3627 2020-10-13 19:03:26,592 - mmaction - INFO - Epoch [49][2480/5010] lr: 7.500e-05, eta: 2:06:49, time: 1.009, data_time: 0.002, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9198, loss_cls: 0.8582, loss: 0.8582, grad_norm: 7.4478 2020-10-13 19:03:47,747 - mmaction - INFO - Epoch [49][2500/5010] lr: 7.500e-05, eta: 2:06:29, time: 1.058, data_time: 0.002, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9188, loss_cls: 0.8278, loss: 0.8278, grad_norm: 7.5585 2020-10-13 19:04:08,874 - mmaction - INFO - Epoch [49][2520/5010] lr: 7.500e-05, eta: 2:06:08, time: 1.056, data_time: 0.005, memory: 10398, top1_acc: 0.7979, top5_acc: 0.9344, loss_cls: 0.7792, loss: 0.7792, grad_norm: 7.5170 2020-10-13 19:04:29,193 - mmaction - INFO - Epoch [49][2540/5010] lr: 7.500e-05, eta: 2:05:48, time: 1.017, data_time: 0.004, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9156, loss_cls: 0.9602, loss: 0.9602, grad_norm: 7.9345 2020-10-13 19:04:50,853 - mmaction - INFO - Epoch [49][2560/5010] lr: 7.500e-05, eta: 2:05:28, time: 1.083, data_time: 0.002, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9271, loss_cls: 0.8899, loss: 0.8899, grad_norm: 7.8387 2020-10-13 19:05:10,540 - mmaction - INFO - Epoch [49][2580/5010] lr: 7.500e-05, eta: 2:05:08, time: 0.984, data_time: 0.005, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9146, loss_cls: 0.9036, loss: 0.9036, grad_norm: 7.7656 2020-10-13 19:05:31,462 - mmaction - INFO - Epoch [49][2600/5010] lr: 7.500e-05, eta: 2:04:48, time: 1.043, data_time: 0.002, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9323, loss_cls: 0.8327, loss: 0.8327, grad_norm: 7.3940 2020-10-13 19:05:51,647 - mmaction - INFO - Epoch [49][2620/5010] lr: 7.500e-05, eta: 2:04:28, time: 1.012, data_time: 0.007, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9354, loss_cls: 0.8741, loss: 0.8741, grad_norm: 7.8165 2020-10-13 19:06:12,657 - mmaction - INFO - Epoch [49][2640/5010] lr: 7.500e-05, eta: 2:04:07, time: 1.048, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9354, loss_cls: 0.8690, loss: 0.8690, grad_norm: 7.8438 2020-10-13 19:06:33,395 - mmaction - INFO - Epoch [49][2660/5010] lr: 7.500e-05, eta: 2:03:47, time: 1.039, data_time: 0.006, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9146, loss_cls: 0.9475, loss: 0.9475, grad_norm: 7.8260 2020-10-13 19:06:54,419 - mmaction - INFO - Epoch [49][2680/5010] lr: 7.500e-05, eta: 2:03:27, time: 1.051, data_time: 0.002, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9292, loss_cls: 0.8405, loss: 0.8405, grad_norm: 7.6164 2020-10-13 19:07:14,716 - mmaction - INFO - Epoch [49][2700/5010] lr: 7.500e-05, eta: 2:03:07, time: 1.013, data_time: 0.004, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9312, loss_cls: 0.8480, loss: 0.8480, grad_norm: 7.6015 2020-10-13 19:07:35,655 - mmaction - INFO - Epoch [49][2720/5010] lr: 7.500e-05, eta: 2:02:47, time: 1.049, data_time: 0.006, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9260, loss_cls: 0.8450, loss: 0.8450, grad_norm: 7.6636 2020-10-13 19:07:56,184 - mmaction - INFO - Epoch [49][2740/5010] lr: 7.500e-05, eta: 2:02:27, time: 1.026, data_time: 0.002, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9271, loss_cls: 0.8507, loss: 0.8507, grad_norm: 7.5727 2020-10-13 19:08:16,701 - mmaction - INFO - Epoch [49][2760/5010] lr: 7.500e-05, eta: 2:02:06, time: 1.024, data_time: 0.005, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9271, loss_cls: 0.8663, loss: 0.8663, grad_norm: 7.7506 2020-10-13 19:08:38,597 - mmaction - INFO - Epoch [49][2780/5010] lr: 7.500e-05, eta: 2:01:46, time: 1.096, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9219, loss_cls: 0.8951, loss: 0.8951, grad_norm: 7.8048 2020-10-13 19:08:59,217 - mmaction - INFO - Epoch [49][2800/5010] lr: 7.500e-05, eta: 2:01:26, time: 1.029, data_time: 0.005, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9260, loss_cls: 0.8448, loss: 0.8448, grad_norm: 7.4087 2020-10-13 19:09:20,265 - mmaction - INFO - Epoch [49][2820/5010] lr: 7.500e-05, eta: 2:01:06, time: 1.054, data_time: 0.005, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9271, loss_cls: 0.8485, loss: 0.8485, grad_norm: 7.2348 2020-10-13 19:09:41,131 - mmaction - INFO - Epoch [49][2840/5010] lr: 7.500e-05, eta: 2:00:46, time: 1.040, data_time: 0.005, memory: 10398, top1_acc: 0.7979, top5_acc: 0.9385, loss_cls: 0.7838, loss: 0.7838, grad_norm: 7.5357 2020-10-13 19:10:03,348 - mmaction - INFO - Epoch [49][2860/5010] lr: 7.500e-05, eta: 2:00:26, time: 1.112, data_time: 0.007, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9240, loss_cls: 0.8498, loss: 0.8498, grad_norm: 7.5152 2020-10-13 19:10:23,174 - mmaction - INFO - Epoch [49][2880/5010] lr: 7.500e-05, eta: 2:00:06, time: 0.994, data_time: 0.005, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9156, loss_cls: 0.8773, loss: 0.8773, grad_norm: 7.2550 2020-10-13 19:10:43,844 - mmaction - INFO - Epoch [49][2900/5010] lr: 7.500e-05, eta: 1:59:45, time: 1.034, data_time: 0.002, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9302, loss_cls: 0.8096, loss: 0.8096, grad_norm: 7.3960 2020-10-13 19:11:04,851 - mmaction - INFO - Epoch [49][2920/5010] lr: 7.500e-05, eta: 1:59:25, time: 1.049, data_time: 0.005, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9198, loss_cls: 0.8510, loss: 0.8510, grad_norm: 7.4879 2020-10-13 19:11:25,620 - mmaction - INFO - Epoch [49][2940/5010] lr: 7.500e-05, eta: 1:59:05, time: 1.040, data_time: 0.005, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9323, loss_cls: 0.8819, loss: 0.8819, grad_norm: 7.6781 2020-10-13 19:11:45,841 - mmaction - INFO - Epoch [49][2960/5010] lr: 7.500e-05, eta: 1:58:45, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9313, loss_cls: 0.8503, loss: 0.8503, grad_norm: 7.7028 2020-10-13 19:12:06,051 - mmaction - INFO - Epoch [49][2980/5010] lr: 7.500e-05, eta: 1:58:25, time: 1.010, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9292, loss_cls: 0.8567, loss: 0.8567, grad_norm: 7.7388 2020-10-13 19:12:26,616 - mmaction - INFO - Epoch [49][3000/5010] lr: 7.500e-05, eta: 1:58:04, time: 1.029, data_time: 0.004, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9354, loss_cls: 0.8203, loss: 0.8203, grad_norm: 7.5043 2020-10-13 19:12:48,252 - mmaction - INFO - Epoch [49][3020/5010] lr: 7.500e-05, eta: 1:57:44, time: 1.081, data_time: 0.002, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9354, loss_cls: 0.8292, loss: 0.8292, grad_norm: 7.5515 2020-10-13 19:13:09,630 - mmaction - INFO - Epoch [49][3040/5010] lr: 7.500e-05, eta: 1:57:24, time: 1.069, data_time: 0.006, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9313, loss_cls: 0.8769, loss: 0.8769, grad_norm: 7.4435 2020-10-13 19:13:30,034 - mmaction - INFO - Epoch [49][3060/5010] lr: 7.500e-05, eta: 1:57:04, time: 1.021, data_time: 0.002, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9125, loss_cls: 0.8802, loss: 0.8802, grad_norm: 7.5836 2020-10-13 19:13:51,033 - mmaction - INFO - Epoch [49][3080/5010] lr: 7.500e-05, eta: 1:56:44, time: 1.050, data_time: 0.002, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9229, loss_cls: 0.9137, loss: 0.9137, grad_norm: 7.8234 2020-10-13 19:14:11,973 - mmaction - INFO - Epoch [49][3100/5010] lr: 7.500e-05, eta: 1:56:24, time: 1.045, data_time: 0.006, memory: 10398, top1_acc: 0.7979, top5_acc: 0.9333, loss_cls: 0.7663, loss: 0.7663, grad_norm: 7.2504 2020-10-13 19:14:32,736 - mmaction - INFO - Epoch [49][3120/5010] lr: 7.500e-05, eta: 1:56:03, time: 1.040, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9281, loss_cls: 0.8766, loss: 0.8766, grad_norm: 7.9152 2020-10-13 19:14:53,093 - mmaction - INFO - Epoch [49][3140/5010] lr: 7.500e-05, eta: 1:55:43, time: 1.018, data_time: 0.003, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9240, loss_cls: 0.8785, loss: 0.8785, grad_norm: 7.5580 2020-10-13 19:15:14,715 - mmaction - INFO - Epoch [49][3160/5010] lr: 7.500e-05, eta: 1:55:23, time: 1.079, data_time: 0.005, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9135, loss_cls: 0.8649, loss: 0.8649, grad_norm: 7.6600 2020-10-13 19:15:34,970 - mmaction - INFO - Epoch [49][3180/5010] lr: 7.500e-05, eta: 1:55:03, time: 1.014, data_time: 0.007, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9271, loss_cls: 0.8457, loss: 0.8457, grad_norm: 7.5562 2020-10-13 19:15:55,153 - mmaction - INFO - Epoch [49][3200/5010] lr: 7.500e-05, eta: 1:54:43, time: 1.009, data_time: 0.002, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9125, loss_cls: 0.9463, loss: 0.9463, grad_norm: 7.8802 2020-10-13 19:16:15,432 - mmaction - INFO - Epoch [49][3220/5010] lr: 7.500e-05, eta: 1:54:23, time: 1.012, data_time: 0.005, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9271, loss_cls: 0.8666, loss: 0.8666, grad_norm: 7.5911 2020-10-13 19:16:36,161 - mmaction - INFO - Epoch [49][3240/5010] lr: 7.500e-05, eta: 1:54:02, time: 1.037, data_time: 0.005, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9260, loss_cls: 0.8330, loss: 0.8330, grad_norm: 7.5266 2020-10-13 19:16:57,153 - mmaction - INFO - Epoch [49][3260/5010] lr: 7.500e-05, eta: 1:53:42, time: 1.051, data_time: 0.003, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9240, loss_cls: 0.8606, loss: 0.8606, grad_norm: 7.6869 2020-10-13 19:17:17,636 - mmaction - INFO - Epoch [49][3280/5010] lr: 7.500e-05, eta: 1:53:22, time: 1.022, data_time: 0.004, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9188, loss_cls: 0.8752, loss: 0.8752, grad_norm: 7.6469 2020-10-13 19:17:37,470 - mmaction - INFO - Epoch [49][3300/5010] lr: 7.500e-05, eta: 1:53:02, time: 0.993, data_time: 0.006, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9260, loss_cls: 0.8685, loss: 0.8685, grad_norm: 7.5370 2020-10-13 19:17:58,066 - mmaction - INFO - Epoch [49][3320/5010] lr: 7.500e-05, eta: 1:52:42, time: 1.028, data_time: 0.005, memory: 10398, top1_acc: 0.7687, top5_acc: 0.9156, loss_cls: 0.9199, loss: 0.9199, grad_norm: 7.9064 2020-10-13 19:18:19,064 - mmaction - INFO - Epoch [49][3340/5010] lr: 7.500e-05, eta: 1:52:22, time: 1.052, data_time: 0.006, memory: 10398, top1_acc: 0.7979, top5_acc: 0.9198, loss_cls: 0.8238, loss: 0.8238, grad_norm: 7.5209 2020-10-13 19:18:40,133 - mmaction - INFO - Epoch [49][3360/5010] lr: 7.500e-05, eta: 1:52:01, time: 1.052, data_time: 0.004, memory: 10398, top1_acc: 0.8000, top5_acc: 0.9396, loss_cls: 0.7470, loss: 0.7470, grad_norm: 6.8173 2020-10-13 19:19:01,545 - mmaction - INFO - Epoch [49][3380/5010] lr: 7.500e-05, eta: 1:51:41, time: 1.072, data_time: 0.006, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9229, loss_cls: 0.8436, loss: 0.8436, grad_norm: 7.4548 2020-10-13 19:19:21,179 - mmaction - INFO - Epoch [49][3400/5010] lr: 7.500e-05, eta: 1:51:21, time: 0.980, data_time: 0.004, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9198, loss_cls: 0.8720, loss: 0.8720, grad_norm: 7.4998 2020-10-13 19:19:41,915 - mmaction - INFO - Epoch [49][3420/5010] lr: 7.500e-05, eta: 1:51:01, time: 1.038, data_time: 0.004, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9365, loss_cls: 0.8419, loss: 0.8419, grad_norm: 7.5971 2020-10-13 19:20:02,692 - mmaction - INFO - Epoch [49][3440/5010] lr: 7.500e-05, eta: 1:50:41, time: 1.039, data_time: 0.005, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9240, loss_cls: 0.8905, loss: 0.8905, grad_norm: 7.7836 2020-10-13 19:20:23,028 - mmaction - INFO - Epoch [49][3460/5010] lr: 7.500e-05, eta: 1:50:21, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9208, loss_cls: 0.8954, loss: 0.8954, grad_norm: 7.9365 2020-10-13 19:20:43,863 - mmaction - INFO - Epoch [49][3480/5010] lr: 7.500e-05, eta: 1:50:00, time: 1.042, data_time: 0.002, memory: 10398, top1_acc: 0.8031, top5_acc: 0.9302, loss_cls: 0.8408, loss: 0.8408, grad_norm: 7.4495 2020-10-13 19:21:04,229 - mmaction - INFO - Epoch [49][3500/5010] lr: 7.500e-05, eta: 1:49:40, time: 1.016, data_time: 0.004, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9208, loss_cls: 0.8699, loss: 0.8699, grad_norm: 7.8626 2020-10-13 19:21:24,807 - mmaction - INFO - Epoch [49][3520/5010] lr: 7.500e-05, eta: 1:49:20, time: 1.031, data_time: 0.005, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9313, loss_cls: 0.8613, loss: 0.8613, grad_norm: 7.6600 2020-10-13 19:21:44,948 - mmaction - INFO - Epoch [49][3540/5010] lr: 7.500e-05, eta: 1:49:00, time: 1.007, data_time: 0.002, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9354, loss_cls: 0.8368, loss: 0.8368, grad_norm: 7.4411 2020-10-13 19:22:05,833 - mmaction - INFO - Epoch [49][3560/5010] lr: 7.500e-05, eta: 1:48:40, time: 1.042, data_time: 0.006, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9240, loss_cls: 0.8801, loss: 0.8801, grad_norm: 7.8964 2020-10-13 19:22:26,910 - mmaction - INFO - Epoch [49][3580/5010] lr: 7.500e-05, eta: 1:48:19, time: 1.056, data_time: 0.006, memory: 10398, top1_acc: 0.7969, top5_acc: 0.9448, loss_cls: 0.8065, loss: 0.8065, grad_norm: 7.5622 2020-10-13 19:22:47,096 - mmaction - INFO - Epoch [49][3600/5010] lr: 7.500e-05, eta: 1:47:59, time: 1.008, data_time: 0.002, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9219, loss_cls: 0.8620, loss: 0.8620, grad_norm: 7.7877 2020-10-13 19:23:07,736 - mmaction - INFO - Epoch [49][3620/5010] lr: 7.500e-05, eta: 1:47:39, time: 1.033, data_time: 0.005, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9302, loss_cls: 0.8717, loss: 0.8717, grad_norm: 7.9590 2020-10-13 19:23:28,310 - mmaction - INFO - Epoch [49][3640/5010] lr: 7.500e-05, eta: 1:47:19, time: 1.029, data_time: 0.002, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9260, loss_cls: 0.8620, loss: 0.8620, grad_norm: 7.4796 2020-10-13 19:23:48,464 - mmaction - INFO - Epoch [49][3660/5010] lr: 7.500e-05, eta: 1:46:59, time: 1.008, data_time: 0.002, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9208, loss_cls: 0.8875, loss: 0.8875, grad_norm: 7.4604 2020-10-13 19:24:09,095 - mmaction - INFO - Epoch [49][3680/5010] lr: 7.500e-05, eta: 1:46:39, time: 1.030, data_time: 0.005, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9219, loss_cls: 0.8733, loss: 0.8733, grad_norm: 7.6940 2020-10-13 19:24:30,174 - mmaction - INFO - Epoch [49][3700/5010] lr: 7.500e-05, eta: 1:46:18, time: 1.056, data_time: 0.006, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9156, loss_cls: 0.9473, loss: 0.9473, grad_norm: 7.9376 2020-10-13 19:24:49,806 - mmaction - INFO - Epoch [49][3720/5010] lr: 7.500e-05, eta: 1:45:58, time: 0.982, data_time: 0.002, memory: 10398, top1_acc: 0.8063, top5_acc: 0.9406, loss_cls: 0.7521, loss: 0.7521, grad_norm: 7.2094 2020-10-13 19:25:10,621 - mmaction - INFO - Epoch [49][3740/5010] lr: 7.500e-05, eta: 1:45:38, time: 1.041, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9188, loss_cls: 0.8962, loss: 0.8962, grad_norm: 7.5933 2020-10-13 19:25:31,270 - mmaction - INFO - Epoch [49][3760/5010] lr: 7.500e-05, eta: 1:45:18, time: 1.032, data_time: 0.002, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9146, loss_cls: 0.9235, loss: 0.9235, grad_norm: 7.6606 2020-10-13 19:25:51,734 - mmaction - INFO - Epoch [49][3780/5010] lr: 7.500e-05, eta: 1:44:58, time: 1.024, data_time: 0.003, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9177, loss_cls: 0.8754, loss: 0.8754, grad_norm: 7.7414 2020-10-13 19:26:12,473 - mmaction - INFO - Epoch [49][3800/5010] lr: 7.500e-05, eta: 1:44:38, time: 1.035, data_time: 0.004, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9219, loss_cls: 0.9002, loss: 0.9002, grad_norm: 7.8285 2020-10-13 19:26:32,598 - mmaction - INFO - Epoch [49][3820/5010] lr: 7.500e-05, eta: 1:44:17, time: 1.008, data_time: 0.006, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9260, loss_cls: 0.8465, loss: 0.8465, grad_norm: 7.4666 2020-10-13 19:26:53,087 - mmaction - INFO - Epoch [49][3840/5010] lr: 7.500e-05, eta: 1:43:57, time: 1.025, data_time: 0.002, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9146, loss_cls: 0.9511, loss: 0.9511, grad_norm: 8.0824 2020-10-13 19:27:13,569 - mmaction - INFO - Epoch [49][3860/5010] lr: 7.500e-05, eta: 1:43:37, time: 1.022, data_time: 0.004, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9146, loss_cls: 0.8736, loss: 0.8736, grad_norm: 7.5337 2020-10-13 19:27:34,292 - mmaction - INFO - Epoch [49][3880/5010] lr: 7.500e-05, eta: 1:43:17, time: 1.038, data_time: 0.006, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9313, loss_cls: 0.8578, loss: 0.8578, grad_norm: 7.8706 2020-10-13 19:27:54,618 - mmaction - INFO - Epoch [49][3900/5010] lr: 7.500e-05, eta: 1:42:57, time: 1.016, data_time: 0.002, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9146, loss_cls: 0.9057, loss: 0.9057, grad_norm: 7.6273 2020-10-13 19:28:15,523 - mmaction - INFO - Epoch [49][3920/5010] lr: 7.500e-05, eta: 1:42:36, time: 1.044, data_time: 0.005, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9302, loss_cls: 0.8450, loss: 0.8450, grad_norm: 7.3637 2020-10-13 19:28:35,362 - mmaction - INFO - Epoch [49][3940/5010] lr: 7.500e-05, eta: 1:42:16, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9302, loss_cls: 0.8495, loss: 0.8495, grad_norm: 8.1011 2020-10-13 19:28:55,869 - mmaction - INFO - Epoch [49][3960/5010] lr: 7.500e-05, eta: 1:41:56, time: 1.025, data_time: 0.002, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9375, loss_cls: 0.8489, loss: 0.8489, grad_norm: 7.4256 2020-10-13 19:29:16,551 - mmaction - INFO - Epoch [49][3980/5010] lr: 7.500e-05, eta: 1:41:36, time: 1.034, data_time: 0.005, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9250, loss_cls: 0.8958, loss: 0.8958, grad_norm: 7.6606 2020-10-13 19:29:36,965 - mmaction - INFO - Epoch [49][4000/5010] lr: 7.500e-05, eta: 1:41:16, time: 1.021, data_time: 0.004, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9292, loss_cls: 0.8371, loss: 0.8371, grad_norm: 7.6415 2020-10-13 19:29:57,322 - mmaction - INFO - Epoch [49][4020/5010] lr: 7.500e-05, eta: 1:40:56, time: 1.016, data_time: 0.004, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9125, loss_cls: 0.9259, loss: 0.9259, grad_norm: 7.7297 2020-10-13 19:30:17,281 - mmaction - INFO - Epoch [49][4040/5010] lr: 7.500e-05, eta: 1:40:35, time: 1.000, data_time: 0.005, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9271, loss_cls: 0.8905, loss: 0.8905, grad_norm: 7.8569 2020-10-13 19:30:38,304 - mmaction - INFO - Epoch [49][4060/5010] lr: 7.500e-05, eta: 1:40:15, time: 1.049, data_time: 0.004, memory: 10398, top1_acc: 0.7687, top5_acc: 0.9052, loss_cls: 0.9112, loss: 0.9112, grad_norm: 7.7427 2020-10-13 19:30:59,649 - mmaction - INFO - Epoch [49][4080/5010] lr: 7.500e-05, eta: 1:39:55, time: 1.069, data_time: 0.006, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9167, loss_cls: 0.8686, loss: 0.8686, grad_norm: 7.5788 2020-10-13 19:31:20,653 - mmaction - INFO - Epoch [49][4100/5010] lr: 7.500e-05, eta: 1:39:35, time: 1.048, data_time: 0.005, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9333, loss_cls: 0.8379, loss: 0.8379, grad_norm: 7.5205 2020-10-13 19:31:41,842 - mmaction - INFO - Epoch [49][4120/5010] lr: 7.500e-05, eta: 1:39:15, time: 1.061, data_time: 0.005, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9188, loss_cls: 0.8742, loss: 0.8742, grad_norm: 7.3306 2020-10-13 19:32:01,608 - mmaction - INFO - Epoch [49][4140/5010] lr: 7.500e-05, eta: 1:38:55, time: 0.988, data_time: 0.002, memory: 10398, top1_acc: 0.8000, top5_acc: 0.9344, loss_cls: 0.7688, loss: 0.7688, grad_norm: 7.0270 2020-10-13 19:32:22,479 - mmaction - INFO - Epoch [49][4160/5010] lr: 7.500e-05, eta: 1:38:34, time: 1.043, data_time: 0.005, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9219, loss_cls: 0.8955, loss: 0.8955, grad_norm: 7.7345 2020-10-13 19:32:42,666 - mmaction - INFO - Epoch [49][4180/5010] lr: 7.500e-05, eta: 1:38:14, time: 1.010, data_time: 0.004, memory: 10398, top1_acc: 0.7979, top5_acc: 0.9323, loss_cls: 0.7983, loss: 0.7983, grad_norm: 7.1307 2020-10-13 19:33:03,406 - mmaction - INFO - Epoch [49][4200/5010] lr: 7.500e-05, eta: 1:37:54, time: 1.037, data_time: 0.005, memory: 10398, top1_acc: 0.7937, top5_acc: 0.9229, loss_cls: 0.8463, loss: 0.8463, grad_norm: 7.3454 2020-10-13 19:33:24,325 - mmaction - INFO - Epoch [49][4220/5010] lr: 7.500e-05, eta: 1:37:34, time: 1.046, data_time: 0.002, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9187, loss_cls: 0.9077, loss: 0.9077, grad_norm: 7.8887 2020-10-13 19:33:45,022 - mmaction - INFO - Epoch [49][4240/5010] lr: 7.500e-05, eta: 1:37:14, time: 1.035, data_time: 0.002, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9187, loss_cls: 0.8850, loss: 0.8850, grad_norm: 7.6610 2020-10-13 19:34:05,911 - mmaction - INFO - Epoch [49][4260/5010] lr: 7.500e-05, eta: 1:36:53, time: 1.045, data_time: 0.004, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9021, loss_cls: 0.9871, loss: 0.9871, grad_norm: 7.9873 2020-10-13 19:34:26,377 - mmaction - INFO - Epoch [49][4280/5010] lr: 7.500e-05, eta: 1:36:33, time: 1.024, data_time: 0.007, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9208, loss_cls: 0.8625, loss: 0.8625, grad_norm: 7.8063 2020-10-13 19:34:47,155 - mmaction - INFO - Epoch [49][4300/5010] lr: 7.500e-05, eta: 1:36:13, time: 1.039, data_time: 0.002, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9344, loss_cls: 0.8388, loss: 0.8388, grad_norm: 7.6648 2020-10-13 19:35:08,050 - mmaction - INFO - Epoch [49][4320/5010] lr: 7.500e-05, eta: 1:35:53, time: 1.044, data_time: 0.005, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9375, loss_cls: 0.8274, loss: 0.8274, grad_norm: 7.4160 2020-10-13 19:35:28,165 - mmaction - INFO - Epoch [49][4340/5010] lr: 7.500e-05, eta: 1:35:33, time: 1.005, data_time: 0.002, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9177, loss_cls: 0.9230, loss: 0.9230, grad_norm: 7.9715 2020-10-13 19:35:48,831 - mmaction - INFO - Epoch [49][4360/5010] lr: 7.500e-05, eta: 1:35:13, time: 1.034, data_time: 0.003, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9312, loss_cls: 0.8241, loss: 0.8241, grad_norm: 7.7105 2020-10-13 19:36:09,009 - mmaction - INFO - Epoch [49][4380/5010] lr: 7.500e-05, eta: 1:34:52, time: 1.007, data_time: 0.004, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9229, loss_cls: 0.8747, loss: 0.8747, grad_norm: 7.6264 2020-10-13 19:36:30,005 - mmaction - INFO - Epoch [49][4400/5010] lr: 7.500e-05, eta: 1:34:32, time: 1.052, data_time: 0.005, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9219, loss_cls: 0.8806, loss: 0.8806, grad_norm: 7.6123 2020-10-13 19:36:50,711 - mmaction - INFO - Epoch [49][4420/5010] lr: 7.500e-05, eta: 1:34:12, time: 1.035, data_time: 0.002, memory: 10398, top1_acc: 0.8073, top5_acc: 0.9406, loss_cls: 0.7830, loss: 0.7830, grad_norm: 7.6456 2020-10-13 19:37:11,458 - mmaction - INFO - Epoch [49][4440/5010] lr: 7.500e-05, eta: 1:33:52, time: 1.035, data_time: 0.005, memory: 10398, top1_acc: 0.8063, top5_acc: 0.9427, loss_cls: 0.7429, loss: 0.7429, grad_norm: 7.0881 2020-10-13 19:37:31,805 - mmaction - INFO - Epoch [49][4460/5010] lr: 7.500e-05, eta: 1:33:32, time: 1.020, data_time: 0.006, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9250, loss_cls: 0.8139, loss: 0.8139, grad_norm: 7.6208 2020-10-13 19:37:53,193 - mmaction - INFO - Epoch [49][4480/5010] lr: 7.500e-05, eta: 1:33:12, time: 1.069, data_time: 0.002, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9229, loss_cls: 0.8906, loss: 0.8906, grad_norm: 7.9076 2020-10-13 19:38:13,673 - mmaction - INFO - Epoch [49][4500/5010] lr: 7.500e-05, eta: 1:32:51, time: 1.022, data_time: 0.004, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9344, loss_cls: 0.8139, loss: 0.8139, grad_norm: 7.1638 2020-10-13 19:38:34,273 - mmaction - INFO - Epoch [49][4520/5010] lr: 7.500e-05, eta: 1:32:31, time: 1.032, data_time: 0.006, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9375, loss_cls: 0.7998, loss: 0.7998, grad_norm: 7.5258 2020-10-13 19:38:55,346 - mmaction - INFO - Epoch [49][4540/5010] lr: 7.500e-05, eta: 1:32:11, time: 1.054, data_time: 0.002, memory: 10398, top1_acc: 0.8010, top5_acc: 0.9385, loss_cls: 0.8249, loss: 0.8249, grad_norm: 7.6773 2020-10-13 19:39:16,168 - mmaction - INFO - Epoch [49][4560/5010] lr: 7.500e-05, eta: 1:31:51, time: 1.039, data_time: 0.005, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9250, loss_cls: 0.8218, loss: 0.8218, grad_norm: 7.6976 2020-10-13 19:39:36,902 - mmaction - INFO - Epoch [49][4580/5010] lr: 7.500e-05, eta: 1:31:31, time: 1.039, data_time: 0.006, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9260, loss_cls: 0.8773, loss: 0.8773, grad_norm: 7.9027 2020-10-13 19:39:56,613 - mmaction - INFO - Epoch [49][4600/5010] lr: 7.500e-05, eta: 1:31:10, time: 0.984, data_time: 0.004, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9365, loss_cls: 0.8271, loss: 0.8271, grad_norm: 7.4897 2020-10-13 19:40:17,014 - mmaction - INFO - Epoch [49][4620/5010] lr: 7.500e-05, eta: 1:30:50, time: 1.021, data_time: 0.005, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9219, loss_cls: 0.8979, loss: 0.8979, grad_norm: 7.9184 2020-10-13 19:40:37,448 - mmaction - INFO - Epoch [49][4640/5010] lr: 7.500e-05, eta: 1:30:30, time: 1.019, data_time: 0.005, memory: 10398, top1_acc: 0.8135, top5_acc: 0.9406, loss_cls: 0.7678, loss: 0.7678, grad_norm: 7.1172 2020-10-13 19:40:57,417 - mmaction - INFO - Epoch [49][4660/5010] lr: 7.500e-05, eta: 1:30:10, time: 1.001, data_time: 0.006, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9385, loss_cls: 0.7973, loss: 0.7973, grad_norm: 7.3217 2020-10-13 19:41:18,105 - mmaction - INFO - Epoch [49][4680/5010] lr: 7.500e-05, eta: 1:29:50, time: 1.035, data_time: 0.005, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9177, loss_cls: 0.8684, loss: 0.8684, grad_norm: 7.4616 2020-10-13 19:41:38,418 - mmaction - INFO - Epoch [49][4700/5010] lr: 7.500e-05, eta: 1:29:30, time: 1.016, data_time: 0.002, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9354, loss_cls: 0.8357, loss: 0.8357, grad_norm: 7.3936 2020-10-13 19:41:59,439 - mmaction - INFO - Epoch [49][4720/5010] lr: 7.500e-05, eta: 1:29:09, time: 1.048, data_time: 0.004, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9177, loss_cls: 0.8652, loss: 0.8652, grad_norm: 7.2590 2020-10-13 19:42:19,904 - mmaction - INFO - Epoch [49][4740/5010] lr: 7.500e-05, eta: 1:28:49, time: 1.026, data_time: 0.007, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9333, loss_cls: 0.8362, loss: 0.8362, grad_norm: 7.6072 2020-10-13 19:42:40,341 - mmaction - INFO - Epoch [49][4760/5010] lr: 7.500e-05, eta: 1:28:29, time: 1.020, data_time: 0.004, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9229, loss_cls: 0.8688, loss: 0.8688, grad_norm: 7.9719 2020-10-13 19:43:00,632 - mmaction - INFO - Epoch [49][4780/5010] lr: 7.500e-05, eta: 1:28:09, time: 1.016, data_time: 0.005, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9115, loss_cls: 0.9009, loss: 0.9009, grad_norm: 7.5877 2020-10-13 19:43:21,166 - mmaction - INFO - Epoch [49][4800/5010] lr: 7.500e-05, eta: 1:27:49, time: 1.026, data_time: 0.004, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9354, loss_cls: 0.8392, loss: 0.8392, grad_norm: 7.7532 2020-10-13 19:43:41,894 - mmaction - INFO - Epoch [49][4820/5010] lr: 7.500e-05, eta: 1:27:28, time: 1.037, data_time: 0.004, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9229, loss_cls: 0.9005, loss: 0.9005, grad_norm: 7.7409 2020-10-13 19:44:02,127 - mmaction - INFO - Epoch [49][4840/5010] lr: 7.500e-05, eta: 1:27:08, time: 1.010, data_time: 0.004, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9271, loss_cls: 0.8791, loss: 0.8791, grad_norm: 7.8224 2020-10-13 19:44:22,969 - mmaction - INFO - Epoch [49][4860/5010] lr: 7.500e-05, eta: 1:26:48, time: 1.044, data_time: 0.006, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9188, loss_cls: 0.8975, loss: 0.8975, grad_norm: 7.9307 2020-10-13 19:44:43,273 - mmaction - INFO - Epoch [49][4880/5010] lr: 7.500e-05, eta: 1:26:28, time: 1.015, data_time: 0.003, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9219, loss_cls: 0.9220, loss: 0.9220, grad_norm: 7.8153 2020-10-13 19:45:04,133 - mmaction - INFO - Epoch [49][4900/5010] lr: 7.500e-05, eta: 1:26:08, time: 1.043, data_time: 0.004, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9271, loss_cls: 0.8445, loss: 0.8445, grad_norm: 7.8132 2020-10-13 19:45:24,591 - mmaction - INFO - Epoch [49][4920/5010] lr: 7.500e-05, eta: 1:25:48, time: 1.023, data_time: 0.002, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9219, loss_cls: 0.9102, loss: 0.9102, grad_norm: 7.8433 2020-10-13 19:45:46,389 - mmaction - INFO - Epoch [49][4940/5010] lr: 7.500e-05, eta: 1:25:27, time: 1.090, data_time: 0.002, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9177, loss_cls: 0.8754, loss: 0.8754, grad_norm: 7.3778 2020-10-13 19:46:06,126 - mmaction - INFO - Epoch [49][4960/5010] lr: 7.500e-05, eta: 1:25:07, time: 0.985, data_time: 0.005, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9354, loss_cls: 0.8122, loss: 0.8122, grad_norm: 7.4811 2020-10-13 19:46:26,712 - mmaction - INFO - Epoch [49][4980/5010] lr: 7.500e-05, eta: 1:24:47, time: 1.031, data_time: 0.005, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9156, loss_cls: 0.9182, loss: 0.9182, grad_norm: 7.6268 2020-10-13 19:46:48,663 - mmaction - INFO - Epoch [49][5000/5010] lr: 7.500e-05, eta: 1:24:27, time: 1.098, data_time: 0.002, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9240, loss_cls: 0.9152, loss: 0.9152, grad_norm: 7.9873 2020-10-13 19:47:25,008 - mmaction - INFO - Epoch [50][20/5010] lr: 7.500e-05, eta: 1:23:56, time: 1.355, data_time: 0.457, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9281, loss_cls: 0.8342, loss: 0.8342, grad_norm: 7.7068 2020-10-13 19:47:44,066 - mmaction - INFO - Epoch [50][40/5010] lr: 7.500e-05, eta: 1:23:36, time: 0.953, data_time: 0.002, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9385, loss_cls: 0.8978, loss: 0.8978, grad_norm: 7.8051 2020-10-13 19:48:04,730 - mmaction - INFO - Epoch [50][60/5010] lr: 7.500e-05, eta: 1:23:16, time: 1.031, data_time: 0.005, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9385, loss_cls: 0.8517, loss: 0.8517, grad_norm: 7.7431 2020-10-13 19:48:26,629 - mmaction - INFO - Epoch [50][80/5010] lr: 7.500e-05, eta: 1:22:56, time: 1.094, data_time: 0.006, memory: 10398, top1_acc: 0.8000, top5_acc: 0.9219, loss_cls: 0.8391, loss: 0.8391, grad_norm: 7.2504 2020-10-13 19:48:47,974 - mmaction - INFO - Epoch [50][100/5010] lr: 7.500e-05, eta: 1:22:36, time: 1.070, data_time: 0.004, memory: 10398, top1_acc: 0.8010, top5_acc: 0.9396, loss_cls: 0.8117, loss: 0.8117, grad_norm: 7.5290 2020-10-13 19:49:08,800 - mmaction - INFO - Epoch [50][120/5010] lr: 7.500e-05, eta: 1:22:16, time: 1.040, data_time: 0.005, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9302, loss_cls: 0.8634, loss: 0.8634, grad_norm: 7.7427 2020-10-13 19:49:29,344 - mmaction - INFO - Epoch [50][140/5010] lr: 7.500e-05, eta: 1:21:55, time: 1.028, data_time: 0.005, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9260, loss_cls: 0.8681, loss: 0.8681, grad_norm: 7.7987 2020-10-13 19:49:49,892 - mmaction - INFO - Epoch [50][160/5010] lr: 7.500e-05, eta: 1:21:35, time: 1.028, data_time: 0.002, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9302, loss_cls: 0.8119, loss: 0.8119, grad_norm: 7.5022 2020-10-13 19:50:10,931 - mmaction - INFO - Epoch [50][180/5010] lr: 7.500e-05, eta: 1:21:15, time: 1.049, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9208, loss_cls: 0.8982, loss: 0.8982, grad_norm: 7.7578 2020-10-13 19:50:30,571 - mmaction - INFO - Epoch [50][200/5010] lr: 7.500e-05, eta: 1:20:55, time: 0.985, data_time: 0.005, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9385, loss_cls: 0.8252, loss: 0.8252, grad_norm: 7.4277 2020-10-13 19:50:51,333 - mmaction - INFO - Epoch [50][220/5010] lr: 7.500e-05, eta: 1:20:35, time: 1.038, data_time: 0.002, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9302, loss_cls: 0.8382, loss: 0.8382, grad_norm: 7.5698 2020-10-13 19:51:11,533 - mmaction - INFO - Epoch [50][240/5010] lr: 7.500e-05, eta: 1:20:15, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9313, loss_cls: 0.8237, loss: 0.8237, grad_norm: 7.2073 2020-10-13 19:51:32,408 - mmaction - INFO - Epoch [50][260/5010] lr: 7.500e-05, eta: 1:19:54, time: 1.048, data_time: 0.007, memory: 10398, top1_acc: 0.8000, top5_acc: 0.9260, loss_cls: 0.8024, loss: 0.8024, grad_norm: 7.1846 2020-10-13 19:51:52,740 - mmaction - INFO - Epoch [50][280/5010] lr: 7.500e-05, eta: 1:19:34, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9271, loss_cls: 0.8423, loss: 0.8423, grad_norm: 7.4078 2020-10-13 19:52:13,884 - mmaction - INFO - Epoch [50][300/5010] lr: 7.500e-05, eta: 1:19:14, time: 1.055, data_time: 0.004, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9344, loss_cls: 0.8205, loss: 0.8205, grad_norm: 7.4403 2020-10-13 19:52:34,872 - mmaction - INFO - Epoch [50][320/5010] lr: 7.500e-05, eta: 1:18:54, time: 1.051, data_time: 0.005, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9313, loss_cls: 0.8034, loss: 0.8034, grad_norm: 7.4346 2020-10-13 19:52:55,484 - mmaction - INFO - Epoch [50][340/5010] lr: 7.500e-05, eta: 1:18:34, time: 1.030, data_time: 0.002, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9271, loss_cls: 0.8802, loss: 0.8802, grad_norm: 7.5610 2020-10-13 19:53:16,499 - mmaction - INFO - Epoch [50][360/5010] lr: 7.500e-05, eta: 1:18:13, time: 1.051, data_time: 0.006, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9281, loss_cls: 0.8601, loss: 0.8601, grad_norm: 7.5867 2020-10-13 19:53:36,796 - mmaction - INFO - Epoch [50][380/5010] lr: 7.500e-05, eta: 1:17:53, time: 1.013, data_time: 0.004, memory: 10398, top1_acc: 0.7938, top5_acc: 0.9323, loss_cls: 0.8143, loss: 0.8143, grad_norm: 7.4495 2020-10-13 19:53:57,243 - mmaction - INFO - Epoch [50][400/5010] lr: 7.500e-05, eta: 1:17:33, time: 1.024, data_time: 0.006, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9365, loss_cls: 0.8099, loss: 0.8099, grad_norm: 7.1430 2020-10-13 19:54:17,787 - mmaction - INFO - Epoch [50][420/5010] lr: 7.500e-05, eta: 1:17:13, time: 1.025, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9229, loss_cls: 0.8844, loss: 0.8844, grad_norm: 7.6252 2020-10-13 19:54:37,843 - mmaction - INFO - Epoch [50][440/5010] lr: 7.500e-05, eta: 1:16:53, time: 1.004, data_time: 0.007, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9219, loss_cls: 0.8556, loss: 0.8556, grad_norm: 7.5395 2020-10-13 19:54:58,512 - mmaction - INFO - Epoch [50][460/5010] lr: 7.500e-05, eta: 1:16:33, time: 1.033, data_time: 0.005, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9417, loss_cls: 0.8131, loss: 0.8131, grad_norm: 7.4343 2020-10-13 19:55:19,389 - mmaction - INFO - Epoch [50][480/5010] lr: 7.500e-05, eta: 1:16:12, time: 1.045, data_time: 0.005, memory: 10398, top1_acc: 0.8031, top5_acc: 0.9479, loss_cls: 0.7679, loss: 0.7679, grad_norm: 7.4274 2020-10-13 19:55:40,280 - mmaction - INFO - Epoch [50][500/5010] lr: 7.500e-05, eta: 1:15:52, time: 1.041, data_time: 0.004, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9344, loss_cls: 0.8640, loss: 0.8640, grad_norm: 8.0397 2020-10-13 19:56:00,878 - mmaction - INFO - Epoch [50][520/5010] lr: 7.500e-05, eta: 1:15:32, time: 1.033, data_time: 0.007, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9229, loss_cls: 0.8750, loss: 0.8750, grad_norm: 7.5381 2020-10-13 19:56:21,410 - mmaction - INFO - Epoch [50][540/5010] lr: 7.500e-05, eta: 1:15:12, time: 1.026, data_time: 0.004, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9219, loss_cls: 0.8776, loss: 0.8776, grad_norm: 7.6424 2020-10-13 19:56:41,927 - mmaction - INFO - Epoch [50][560/5010] lr: 7.500e-05, eta: 1:14:52, time: 1.026, data_time: 0.003, memory: 10398, top1_acc: 0.7969, top5_acc: 0.9385, loss_cls: 0.7814, loss: 0.7814, grad_norm: 7.3261 2020-10-13 19:57:02,988 - mmaction - INFO - Epoch [50][580/5010] lr: 7.500e-05, eta: 1:14:31, time: 1.050, data_time: 0.004, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9219, loss_cls: 0.9043, loss: 0.9043, grad_norm: 7.7898 2020-10-13 19:57:23,428 - mmaction - INFO - Epoch [50][600/5010] lr: 7.500e-05, eta: 1:14:11, time: 1.025, data_time: 0.006, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9333, loss_cls: 0.8654, loss: 0.8654, grad_norm: 7.5982 2020-10-13 19:57:43,866 - mmaction - INFO - Epoch [50][620/5010] lr: 7.500e-05, eta: 1:13:51, time: 1.022, data_time: 0.002, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9240, loss_cls: 0.8984, loss: 0.8984, grad_norm: 7.7186 2020-10-13 19:58:04,349 - mmaction - INFO - Epoch [50][640/5010] lr: 7.500e-05, eta: 1:13:31, time: 1.022, data_time: 0.004, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9344, loss_cls: 0.8078, loss: 0.8078, grad_norm: 7.4259 2020-10-13 19:58:25,580 - mmaction - INFO - Epoch [50][660/5010] lr: 7.500e-05, eta: 1:13:11, time: 1.063, data_time: 0.006, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9333, loss_cls: 0.8199, loss: 0.8199, grad_norm: 7.4005 2020-10-13 19:58:46,657 - mmaction - INFO - Epoch [50][680/5010] lr: 7.500e-05, eta: 1:12:51, time: 1.054, data_time: 0.002, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9115, loss_cls: 0.9162, loss: 0.9162, grad_norm: 7.6782 2020-10-13 19:59:06,668 - mmaction - INFO - Epoch [50][700/5010] lr: 7.500e-05, eta: 1:12:30, time: 0.999, data_time: 0.004, memory: 10398, top1_acc: 0.7469, top5_acc: 0.9187, loss_cls: 0.9628, loss: 0.9628, grad_norm: 8.1651 2020-10-13 19:59:27,188 - mmaction - INFO - Epoch [50][720/5010] lr: 7.500e-05, eta: 1:12:10, time: 1.028, data_time: 0.005, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9354, loss_cls: 0.8017, loss: 0.8017, grad_norm: 7.3171 2020-10-13 19:59:48,061 - mmaction - INFO - Epoch [50][740/5010] lr: 7.500e-05, eta: 1:11:50, time: 1.044, data_time: 0.002, memory: 10398, top1_acc: 0.7990, top5_acc: 0.9313, loss_cls: 0.8184, loss: 0.8184, grad_norm: 7.4088 2020-10-13 20:00:08,239 - mmaction - INFO - Epoch [50][760/5010] lr: 7.500e-05, eta: 1:11:30, time: 1.009, data_time: 0.004, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9198, loss_cls: 0.8663, loss: 0.8663, grad_norm: 7.6099 2020-10-13 20:00:28,895 - mmaction - INFO - Epoch [50][780/5010] lr: 7.500e-05, eta: 1:11:10, time: 1.032, data_time: 0.002, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9281, loss_cls: 0.8562, loss: 0.8562, grad_norm: 7.8075 2020-10-13 20:00:48,982 - mmaction - INFO - Epoch [50][800/5010] lr: 7.500e-05, eta: 1:10:49, time: 1.005, data_time: 0.002, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9240, loss_cls: 0.8598, loss: 0.8598, grad_norm: 7.5728 2020-10-13 20:01:09,543 - mmaction - INFO - Epoch [50][820/5010] lr: 7.500e-05, eta: 1:10:29, time: 1.025, data_time: 0.005, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9313, loss_cls: 0.8680, loss: 0.8680, grad_norm: 7.4620 2020-10-13 20:01:30,036 - mmaction - INFO - Epoch [50][840/5010] lr: 7.500e-05, eta: 1:10:09, time: 1.028, data_time: 0.007, memory: 10398, top1_acc: 0.7573, top5_acc: 0.9135, loss_cls: 0.9748, loss: 0.9748, grad_norm: 7.7822 2020-10-13 20:01:50,786 - mmaction - INFO - Epoch [50][860/5010] lr: 7.500e-05, eta: 1:09:49, time: 1.037, data_time: 0.002, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9187, loss_cls: 0.9007, loss: 0.9007, grad_norm: 7.6605 2020-10-13 20:02:11,543 - mmaction - INFO - Epoch [50][880/5010] lr: 7.500e-05, eta: 1:09:29, time: 1.036, data_time: 0.004, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9406, loss_cls: 0.8083, loss: 0.8083, grad_norm: 7.5516 2020-10-13 20:02:32,459 - mmaction - INFO - Epoch [50][900/5010] lr: 7.500e-05, eta: 1:09:09, time: 1.047, data_time: 0.006, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9125, loss_cls: 0.9456, loss: 0.9456, grad_norm: 8.0096 2020-10-13 20:02:53,485 - mmaction - INFO - Epoch [50][920/5010] lr: 7.500e-05, eta: 1:08:48, time: 1.052, data_time: 0.002, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9281, loss_cls: 0.8440, loss: 0.8440, grad_norm: 7.6989 2020-10-13 20:03:13,975 - mmaction - INFO - Epoch [50][940/5010] lr: 7.500e-05, eta: 1:08:28, time: 1.024, data_time: 0.005, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9156, loss_cls: 0.9014, loss: 0.9014, grad_norm: 7.7643 2020-10-13 20:03:36,799 - mmaction - INFO - Epoch [50][960/5010] lr: 7.500e-05, eta: 1:08:08, time: 1.139, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9323, loss_cls: 0.8851, loss: 0.8851, grad_norm: 7.9681 2020-10-13 20:03:57,922 - mmaction - INFO - Epoch [50][980/5010] lr: 7.500e-05, eta: 1:07:48, time: 1.058, data_time: 0.005, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9281, loss_cls: 0.8130, loss: 0.8130, grad_norm: 7.6777 2020-10-13 20:04:18,972 - mmaction - INFO - Epoch [50][1000/5010] lr: 7.500e-05, eta: 1:07:28, time: 1.050, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9281, loss_cls: 0.8891, loss: 0.8891, grad_norm: 7.8434 2020-10-13 20:04:39,176 - mmaction - INFO - Epoch [50][1020/5010] lr: 7.500e-05, eta: 1:07:07, time: 1.013, data_time: 0.006, memory: 10398, top1_acc: 0.8021, top5_acc: 0.9365, loss_cls: 0.7835, loss: 0.7835, grad_norm: 7.4992 2020-10-13 20:05:00,646 - mmaction - INFO - Epoch [50][1040/5010] lr: 7.500e-05, eta: 1:06:47, time: 1.072, data_time: 0.005, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9448, loss_cls: 0.7432, loss: 0.7432, grad_norm: 7.0807 2020-10-13 20:05:22,158 - mmaction - INFO - Epoch [50][1060/5010] lr: 7.500e-05, eta: 1:06:27, time: 1.078, data_time: 0.006, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9271, loss_cls: 0.8431, loss: 0.8431, grad_norm: 7.6187 2020-10-13 20:05:42,121 - mmaction - INFO - Epoch [50][1080/5010] lr: 7.500e-05, eta: 1:06:07, time: 0.998, data_time: 0.002, memory: 10398, top1_acc: 0.7969, top5_acc: 0.9240, loss_cls: 0.8631, loss: 0.8631, grad_norm: 7.5231 2020-10-13 20:06:02,081 - mmaction - INFO - Epoch [50][1100/5010] lr: 7.500e-05, eta: 1:05:47, time: 0.995, data_time: 0.005, memory: 10398, top1_acc: 0.8083, top5_acc: 0.9344, loss_cls: 0.8224, loss: 0.8224, grad_norm: 7.0844 2020-10-13 20:06:23,447 - mmaction - INFO - Epoch [50][1120/5010] lr: 7.500e-05, eta: 1:05:27, time: 1.070, data_time: 0.007, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9000, loss_cls: 1.0403, loss: 1.0403, grad_norm: 8.1389 2020-10-13 20:06:43,701 - mmaction - INFO - Epoch [50][1140/5010] lr: 7.500e-05, eta: 1:05:06, time: 1.014, data_time: 0.003, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9250, loss_cls: 0.8628, loss: 0.8628, grad_norm: 7.8442 2020-10-13 20:07:06,422 - mmaction - INFO - Epoch [50][1160/5010] lr: 7.500e-05, eta: 1:04:46, time: 1.134, data_time: 0.005, memory: 10398, top1_acc: 0.7531, top5_acc: 0.9104, loss_cls: 0.9512, loss: 0.9512, grad_norm: 7.8546 2020-10-13 20:07:26,785 - mmaction - INFO - Epoch [50][1180/5010] lr: 7.500e-05, eta: 1:04:26, time: 1.020, data_time: 0.006, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9198, loss_cls: 0.9124, loss: 0.9124, grad_norm: 7.7729 2020-10-13 20:07:47,298 - mmaction - INFO - Epoch [50][1200/5010] lr: 7.500e-05, eta: 1:04:06, time: 1.025, data_time: 0.002, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9323, loss_cls: 0.8314, loss: 0.8314, grad_norm: 7.5097 2020-10-13 20:08:08,502 - mmaction - INFO - Epoch [50][1220/5010] lr: 7.500e-05, eta: 1:03:46, time: 1.059, data_time: 0.005, memory: 10398, top1_acc: 0.7990, top5_acc: 0.9250, loss_cls: 0.8115, loss: 0.8115, grad_norm: 7.1499 2020-10-13 20:08:29,549 - mmaction - INFO - Epoch [50][1240/5010] lr: 7.500e-05, eta: 1:03:26, time: 1.054, data_time: 0.006, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9260, loss_cls: 0.8820, loss: 0.8820, grad_norm: 7.8624 2020-10-13 20:08:49,486 - mmaction - INFO - Epoch [50][1260/5010] lr: 7.500e-05, eta: 1:03:05, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.8000, top5_acc: 0.9333, loss_cls: 0.7762, loss: 0.7762, grad_norm: 7.2252 2020-10-13 20:09:09,974 - mmaction - INFO - Epoch [50][1280/5010] lr: 7.500e-05, eta: 1:02:45, time: 1.023, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9198, loss_cls: 0.8638, loss: 0.8638, grad_norm: 7.7117 2020-10-13 20:09:30,703 - mmaction - INFO - Epoch [50][1300/5010] lr: 7.500e-05, eta: 1:02:25, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9333, loss_cls: 0.8097, loss: 0.8097, grad_norm: 7.3958 2020-10-13 20:09:51,148 - mmaction - INFO - Epoch [50][1320/5010] lr: 7.500e-05, eta: 1:02:05, time: 1.022, data_time: 0.002, memory: 10398, top1_acc: 0.7490, top5_acc: 0.9135, loss_cls: 0.9609, loss: 0.9609, grad_norm: 7.9489 2020-10-13 20:10:12,120 - mmaction - INFO - Epoch [50][1340/5010] lr: 7.500e-05, eta: 1:01:45, time: 1.047, data_time: 0.005, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9240, loss_cls: 0.8769, loss: 0.8769, grad_norm: 7.6373 2020-10-13 20:10:32,505 - mmaction - INFO - Epoch [50][1360/5010] lr: 7.500e-05, eta: 1:01:24, time: 1.021, data_time: 0.005, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9281, loss_cls: 0.8590, loss: 0.8590, grad_norm: 7.4521 2020-10-13 20:10:52,853 - mmaction - INFO - Epoch [50][1380/5010] lr: 7.500e-05, eta: 1:01:04, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9229, loss_cls: 0.8933, loss: 0.8933, grad_norm: 7.8297 2020-10-13 20:11:13,974 - mmaction - INFO - Epoch [50][1400/5010] lr: 7.500e-05, eta: 1:00:44, time: 1.054, data_time: 0.005, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9104, loss_cls: 0.9074, loss: 0.9074, grad_norm: 7.7170 2020-10-13 20:11:34,708 - mmaction - INFO - Epoch [50][1420/5010] lr: 7.500e-05, eta: 1:00:24, time: 1.039, data_time: 0.006, memory: 10398, top1_acc: 0.8021, top5_acc: 0.9292, loss_cls: 0.8267, loss: 0.8267, grad_norm: 7.2524 2020-10-13 20:11:55,164 - mmaction - INFO - Epoch [50][1440/5010] lr: 7.500e-05, eta: 1:00:04, time: 1.023, data_time: 0.002, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9302, loss_cls: 0.8571, loss: 0.8571, grad_norm: 7.6127 2020-10-13 20:12:16,278 - mmaction - INFO - Epoch [50][1460/5010] lr: 7.500e-05, eta: 0:59:43, time: 1.054, data_time: 0.005, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9125, loss_cls: 0.9273, loss: 0.9273, grad_norm: 8.1034 2020-10-13 20:12:36,691 - mmaction - INFO - Epoch [50][1480/5010] lr: 7.500e-05, eta: 0:59:23, time: 1.022, data_time: 0.005, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9385, loss_cls: 0.8126, loss: 0.8126, grad_norm: 7.8031 2020-10-13 20:12:57,732 - mmaction - INFO - Epoch [50][1500/5010] lr: 7.500e-05, eta: 0:59:03, time: 1.052, data_time: 0.005, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9260, loss_cls: 0.8845, loss: 0.8845, grad_norm: 7.8967 2020-10-13 20:13:18,128 - mmaction - INFO - Epoch [50][1520/5010] lr: 7.500e-05, eta: 0:58:43, time: 1.018, data_time: 0.006, memory: 10398, top1_acc: 0.7521, top5_acc: 0.9260, loss_cls: 0.9134, loss: 0.9134, grad_norm: 8.0268 2020-10-13 20:13:38,377 - mmaction - INFO - Epoch [50][1540/5010] lr: 7.500e-05, eta: 0:58:23, time: 1.014, data_time: 0.006, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9323, loss_cls: 0.8238, loss: 0.8238, grad_norm: 7.2985 2020-10-13 20:13:58,841 - mmaction - INFO - Epoch [50][1560/5010] lr: 7.500e-05, eta: 0:58:03, time: 1.022, data_time: 0.006, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9177, loss_cls: 0.8781, loss: 0.8781, grad_norm: 7.6370 2020-10-13 20:14:19,888 - mmaction - INFO - Epoch [50][1580/5010] lr: 7.500e-05, eta: 0:57:42, time: 1.054, data_time: 0.006, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9281, loss_cls: 0.8910, loss: 0.8910, grad_norm: 8.0065 2020-10-13 20:14:40,551 - mmaction - INFO - Epoch [50][1600/5010] lr: 7.500e-05, eta: 0:57:22, time: 1.030, data_time: 0.004, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9240, loss_cls: 0.8943, loss: 0.8943, grad_norm: 7.7791 2020-10-13 20:15:01,505 - mmaction - INFO - Epoch [50][1620/5010] lr: 7.500e-05, eta: 0:57:02, time: 1.051, data_time: 0.007, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9302, loss_cls: 0.8485, loss: 0.8485, grad_norm: 7.2236 2020-10-13 20:15:22,377 - mmaction - INFO - Epoch [50][1640/5010] lr: 7.500e-05, eta: 0:56:42, time: 1.040, data_time: 0.004, memory: 10398, top1_acc: 0.7562, top5_acc: 0.9208, loss_cls: 0.9286, loss: 0.9286, grad_norm: 7.9592 2020-10-13 20:15:43,190 - mmaction - INFO - Epoch [50][1660/5010] lr: 7.500e-05, eta: 0:56:22, time: 1.044, data_time: 0.005, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9313, loss_cls: 0.8460, loss: 0.8460, grad_norm: 7.6130 2020-10-13 20:16:04,152 - mmaction - INFO - Epoch [50][1680/5010] lr: 7.500e-05, eta: 0:56:01, time: 1.046, data_time: 0.006, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9333, loss_cls: 0.8238, loss: 0.8238, grad_norm: 7.4319 2020-10-13 20:16:24,817 - mmaction - INFO - Epoch [50][1700/5010] lr: 7.500e-05, eta: 0:55:41, time: 1.035, data_time: 0.005, memory: 10398, top1_acc: 0.8281, top5_acc: 0.9333, loss_cls: 0.7362, loss: 0.7362, grad_norm: 6.9089 2020-10-13 20:16:45,276 - mmaction - INFO - Epoch [50][1720/5010] lr: 7.500e-05, eta: 0:55:21, time: 1.023, data_time: 0.002, memory: 10398, top1_acc: 0.8115, top5_acc: 0.9344, loss_cls: 0.7870, loss: 0.7870, grad_norm: 7.1149 2020-10-13 20:17:06,097 - mmaction - INFO - Epoch [50][1740/5010] lr: 7.500e-05, eta: 0:55:01, time: 1.039, data_time: 0.005, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9208, loss_cls: 0.9134, loss: 0.9134, grad_norm: 7.8097 2020-10-13 20:17:26,215 - mmaction - INFO - Epoch [50][1760/5010] lr: 7.500e-05, eta: 0:54:41, time: 1.008, data_time: 0.006, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9260, loss_cls: 0.8492, loss: 0.8492, grad_norm: 7.3221 2020-10-13 20:17:46,727 - mmaction - INFO - Epoch [50][1780/5010] lr: 7.500e-05, eta: 0:54:21, time: 1.026, data_time: 0.002, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9323, loss_cls: 0.8297, loss: 0.8297, grad_norm: 7.6845 2020-10-13 20:18:07,305 - mmaction - INFO - Epoch [50][1800/5010] lr: 7.500e-05, eta: 0:54:00, time: 1.027, data_time: 0.004, memory: 10398, top1_acc: 0.7938, top5_acc: 0.9271, loss_cls: 0.7913, loss: 0.7913, grad_norm: 6.9660 2020-10-13 20:18:28,278 - mmaction - INFO - Epoch [50][1820/5010] lr: 7.500e-05, eta: 0:53:40, time: 1.050, data_time: 0.005, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9260, loss_cls: 0.8628, loss: 0.8628, grad_norm: 7.8094 2020-10-13 20:18:48,243 - mmaction - INFO - Epoch [50][1840/5010] lr: 7.500e-05, eta: 0:53:20, time: 0.998, data_time: 0.002, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9354, loss_cls: 0.7871, loss: 0.7871, grad_norm: 7.5112 2020-10-13 20:19:09,042 - mmaction - INFO - Epoch [50][1860/5010] lr: 7.500e-05, eta: 0:53:00, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9281, loss_cls: 0.8949, loss: 0.8949, grad_norm: 7.7590 2020-10-13 20:19:29,224 - mmaction - INFO - Epoch [50][1880/5010] lr: 7.500e-05, eta: 0:52:40, time: 1.011, data_time: 0.006, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9198, loss_cls: 0.8599, loss: 0.8599, grad_norm: 7.3279 2020-10-13 20:19:50,104 - mmaction - INFO - Epoch [50][1900/5010] lr: 7.500e-05, eta: 0:52:19, time: 1.044, data_time: 0.002, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9333, loss_cls: 0.8496, loss: 0.8496, grad_norm: 7.4924 2020-10-13 20:20:11,388 - mmaction - INFO - Epoch [50][1920/5010] lr: 7.500e-05, eta: 0:51:59, time: 1.064, data_time: 0.005, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9229, loss_cls: 0.8257, loss: 0.8257, grad_norm: 7.4975 2020-10-13 20:20:31,630 - mmaction - INFO - Epoch [50][1940/5010] lr: 7.500e-05, eta: 0:51:39, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9260, loss_cls: 0.8752, loss: 0.8752, grad_norm: 7.5741 2020-10-13 20:20:52,527 - mmaction - INFO - Epoch [50][1960/5010] lr: 7.500e-05, eta: 0:51:19, time: 1.047, data_time: 0.005, memory: 10398, top1_acc: 0.8198, top5_acc: 0.9396, loss_cls: 0.7967, loss: 0.7967, grad_norm: 7.3768 2020-10-13 20:21:12,730 - mmaction - INFO - Epoch [50][1980/5010] lr: 7.500e-05, eta: 0:50:59, time: 1.009, data_time: 0.004, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9271, loss_cls: 0.8443, loss: 0.8443, grad_norm: 7.4737 2020-10-13 20:21:33,580 - mmaction - INFO - Epoch [50][2000/5010] lr: 7.500e-05, eta: 0:50:38, time: 1.044, data_time: 0.005, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9313, loss_cls: 0.8713, loss: 0.8713, grad_norm: 7.9725 2020-10-13 20:21:53,832 - mmaction - INFO - Epoch [50][2020/5010] lr: 7.500e-05, eta: 0:50:18, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9313, loss_cls: 0.8562, loss: 0.8562, grad_norm: 7.6369 2020-10-13 20:22:15,172 - mmaction - INFO - Epoch [50][2040/5010] lr: 7.500e-05, eta: 0:49:58, time: 1.065, data_time: 0.004, memory: 10398, top1_acc: 0.8031, top5_acc: 0.9333, loss_cls: 0.7792, loss: 0.7792, grad_norm: 7.4958 2020-10-13 20:22:34,730 - mmaction - INFO - Epoch [50][2060/5010] lr: 7.500e-05, eta: 0:49:38, time: 0.980, data_time: 0.005, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9156, loss_cls: 0.9286, loss: 0.9286, grad_norm: 7.8187 2020-10-13 20:22:55,508 - mmaction - INFO - Epoch [50][2080/5010] lr: 7.500e-05, eta: 0:49:18, time: 1.039, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9208, loss_cls: 0.8873, loss: 0.8873, grad_norm: 7.6619 2020-10-13 20:23:16,013 - mmaction - INFO - Epoch [50][2100/5010] lr: 7.500e-05, eta: 0:48:58, time: 1.024, data_time: 0.006, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9250, loss_cls: 0.8743, loss: 0.8743, grad_norm: 7.4413 2020-10-13 20:23:36,686 - mmaction - INFO - Epoch [50][2120/5010] lr: 7.500e-05, eta: 0:48:37, time: 1.034, data_time: 0.006, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9240, loss_cls: 0.8999, loss: 0.8999, grad_norm: 7.4938 2020-10-13 20:23:57,413 - mmaction - INFO - Epoch [50][2140/5010] lr: 7.500e-05, eta: 0:48:17, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.8063, top5_acc: 0.9240, loss_cls: 0.8025, loss: 0.8025, grad_norm: 7.5210 2020-10-13 20:24:18,586 - mmaction - INFO - Epoch [50][2160/5010] lr: 7.500e-05, eta: 0:47:57, time: 1.055, data_time: 0.005, memory: 10398, top1_acc: 0.8115, top5_acc: 0.9396, loss_cls: 0.7555, loss: 0.7555, grad_norm: 7.2858 2020-10-13 20:24:38,342 - mmaction - INFO - Epoch [50][2180/5010] lr: 7.500e-05, eta: 0:47:37, time: 0.992, data_time: 0.007, memory: 10398, top1_acc: 0.7969, top5_acc: 0.9260, loss_cls: 0.8100, loss: 0.8100, grad_norm: 7.3231 2020-10-13 20:24:58,945 - mmaction - INFO - Epoch [50][2200/5010] lr: 7.500e-05, eta: 0:47:17, time: 1.028, data_time: 0.005, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9271, loss_cls: 0.8908, loss: 0.8908, grad_norm: 7.6827 2020-10-13 20:25:19,307 - mmaction - INFO - Epoch [50][2220/5010] lr: 7.500e-05, eta: 0:46:56, time: 1.020, data_time: 0.005, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9250, loss_cls: 0.8347, loss: 0.8347, grad_norm: 7.2889 2020-10-13 20:25:40,163 - mmaction - INFO - Epoch [50][2240/5010] lr: 7.500e-05, eta: 0:46:36, time: 1.043, data_time: 0.005, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9396, loss_cls: 0.8195, loss: 0.8195, grad_norm: 7.6417 2020-10-13 20:26:01,020 - mmaction - INFO - Epoch [50][2260/5010] lr: 7.500e-05, eta: 0:46:16, time: 1.041, data_time: 0.005, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9208, loss_cls: 0.9230, loss: 0.9230, grad_norm: 7.9939 2020-10-13 20:26:21,568 - mmaction - INFO - Epoch [50][2280/5010] lr: 7.500e-05, eta: 0:45:56, time: 1.029, data_time: 0.005, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9198, loss_cls: 0.8856, loss: 0.8856, grad_norm: 7.8431 2020-10-13 20:26:42,999 - mmaction - INFO - Epoch [50][2300/5010] lr: 7.500e-05, eta: 0:45:36, time: 1.072, data_time: 0.003, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9229, loss_cls: 0.8718, loss: 0.8718, grad_norm: 7.4902 2020-10-13 20:27:03,472 - mmaction - INFO - Epoch [50][2320/5010] lr: 7.500e-05, eta: 0:45:15, time: 1.022, data_time: 0.004, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9281, loss_cls: 0.8819, loss: 0.8819, grad_norm: 7.7578 2020-10-13 20:27:24,328 - mmaction - INFO - Epoch [50][2340/5010] lr: 7.500e-05, eta: 0:44:55, time: 1.044, data_time: 0.005, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9344, loss_cls: 0.8319, loss: 0.8319, grad_norm: 7.6421 2020-10-13 20:27:45,125 - mmaction - INFO - Epoch [50][2360/5010] lr: 7.500e-05, eta: 0:44:35, time: 1.040, data_time: 0.002, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9323, loss_cls: 0.8774, loss: 0.8774, grad_norm: 7.8949 2020-10-13 20:28:05,551 - mmaction - INFO - Epoch [50][2380/5010] lr: 7.500e-05, eta: 0:44:15, time: 1.020, data_time: 0.005, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9229, loss_cls: 0.8664, loss: 0.8664, grad_norm: 7.3345 2020-10-13 20:28:25,892 - mmaction - INFO - Epoch [50][2400/5010] lr: 7.500e-05, eta: 0:43:55, time: 1.018, data_time: 0.005, memory: 10398, top1_acc: 0.8083, top5_acc: 0.9510, loss_cls: 0.7555, loss: 0.7555, grad_norm: 7.4534 2020-10-13 20:28:46,588 - mmaction - INFO - Epoch [50][2420/5010] lr: 7.500e-05, eta: 0:43:35, time: 1.035, data_time: 0.002, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9260, loss_cls: 0.8338, loss: 0.8338, grad_norm: 7.4460 2020-10-13 20:29:07,017 - mmaction - INFO - Epoch [50][2440/5010] lr: 7.500e-05, eta: 0:43:14, time: 1.017, data_time: 0.005, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9354, loss_cls: 0.8288, loss: 0.8288, grad_norm: 7.4862 2020-10-13 20:29:27,244 - mmaction - INFO - Epoch [50][2460/5010] lr: 7.500e-05, eta: 0:42:54, time: 1.015, data_time: 0.007, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9354, loss_cls: 0.8156, loss: 0.8156, grad_norm: 7.3289 2020-10-13 20:29:48,187 - mmaction - INFO - Epoch [50][2480/5010] lr: 7.500e-05, eta: 0:42:34, time: 1.047, data_time: 0.002, memory: 10398, top1_acc: 0.8177, top5_acc: 0.9417, loss_cls: 0.7316, loss: 0.7316, grad_norm: 7.1410 2020-10-13 20:30:08,730 - mmaction - INFO - Epoch [50][2500/5010] lr: 7.500e-05, eta: 0:42:14, time: 1.027, data_time: 0.004, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9250, loss_cls: 0.8728, loss: 0.8728, grad_norm: 7.7269 2020-10-13 20:30:29,004 - mmaction - INFO - Epoch [50][2520/5010] lr: 7.500e-05, eta: 0:41:54, time: 1.014, data_time: 0.003, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9229, loss_cls: 0.8310, loss: 0.8310, grad_norm: 7.7388 2020-10-13 20:30:49,903 - mmaction - INFO - Epoch [50][2540/5010] lr: 7.500e-05, eta: 0:41:33, time: 1.045, data_time: 0.002, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9135, loss_cls: 0.9231, loss: 0.9231, grad_norm: 7.7629 2020-10-13 20:31:10,256 - mmaction - INFO - Epoch [50][2560/5010] lr: 7.500e-05, eta: 0:41:13, time: 1.015, data_time: 0.005, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9333, loss_cls: 0.8418, loss: 0.8418, grad_norm: 7.3312 2020-10-13 20:31:30,808 - mmaction - INFO - Epoch [50][2580/5010] lr: 7.500e-05, eta: 0:40:53, time: 1.030, data_time: 0.006, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9313, loss_cls: 0.8172, loss: 0.8172, grad_norm: 7.4273 2020-10-13 20:31:50,988 - mmaction - INFO - Epoch [50][2600/5010] lr: 7.500e-05, eta: 0:40:33, time: 1.009, data_time: 0.002, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9188, loss_cls: 0.8643, loss: 0.8643, grad_norm: 7.4658 2020-10-13 20:32:11,957 - mmaction - INFO - Epoch [50][2620/5010] lr: 7.500e-05, eta: 0:40:13, time: 1.045, data_time: 0.005, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9354, loss_cls: 0.8081, loss: 0.8081, grad_norm: 7.1338 2020-10-13 20:32:32,395 - mmaction - INFO - Epoch [50][2640/5010] lr: 7.500e-05, eta: 0:39:52, time: 1.025, data_time: 0.007, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9167, loss_cls: 0.8944, loss: 0.8944, grad_norm: 7.5523 2020-10-13 20:32:53,096 - mmaction - INFO - Epoch [50][2660/5010] lr: 7.500e-05, eta: 0:39:32, time: 1.035, data_time: 0.002, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9365, loss_cls: 0.8293, loss: 0.8293, grad_norm: 7.6681 2020-10-13 20:33:13,351 - mmaction - INFO - Epoch [50][2680/5010] lr: 7.500e-05, eta: 0:39:12, time: 1.010, data_time: 0.002, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9292, loss_cls: 0.8251, loss: 0.8251, grad_norm: 7.5290 2020-10-13 20:33:33,903 - mmaction - INFO - Epoch [50][2700/5010] lr: 7.500e-05, eta: 0:38:52, time: 1.031, data_time: 0.006, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9073, loss_cls: 0.9063, loss: 0.9063, grad_norm: 7.7804 2020-10-13 20:33:54,119 - mmaction - INFO - Epoch [50][2720/5010] lr: 7.500e-05, eta: 0:38:32, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.8010, top5_acc: 0.9344, loss_cls: 0.7625, loss: 0.7625, grad_norm: 6.9111 2020-10-13 20:34:14,484 - mmaction - INFO - Epoch [50][2740/5010] lr: 7.500e-05, eta: 0:38:11, time: 1.016, data_time: 0.005, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9177, loss_cls: 0.9255, loss: 0.9255, grad_norm: 7.8841 2020-10-13 20:34:35,299 - mmaction - INFO - Epoch [50][2760/5010] lr: 7.500e-05, eta: 0:37:51, time: 1.043, data_time: 0.006, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9208, loss_cls: 0.8451, loss: 0.8451, grad_norm: 7.3726 2020-10-13 20:34:55,563 - mmaction - INFO - Epoch [50][2780/5010] lr: 7.500e-05, eta: 0:37:31, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9281, loss_cls: 0.8893, loss: 0.8893, grad_norm: 7.7665 2020-10-13 20:35:16,579 - mmaction - INFO - Epoch [50][2800/5010] lr: 7.500e-05, eta: 0:37:11, time: 1.049, data_time: 0.004, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9292, loss_cls: 0.8520, loss: 0.8520, grad_norm: 7.6831 2020-10-13 20:35:36,683 - mmaction - INFO - Epoch [50][2820/5010] lr: 7.500e-05, eta: 0:36:51, time: 1.007, data_time: 0.006, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9427, loss_cls: 0.7337, loss: 0.7337, grad_norm: 6.8944 2020-10-13 20:35:57,555 - mmaction - INFO - Epoch [50][2840/5010] lr: 7.500e-05, eta: 0:36:31, time: 1.040, data_time: 0.004, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9323, loss_cls: 0.8114, loss: 0.8114, grad_norm: 7.3229 2020-10-13 20:36:17,638 - mmaction - INFO - Epoch [50][2860/5010] lr: 7.500e-05, eta: 0:36:10, time: 1.007, data_time: 0.007, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9135, loss_cls: 0.9020, loss: 0.9020, grad_norm: 7.7222 2020-10-13 20:36:38,264 - mmaction - INFO - Epoch [50][2880/5010] lr: 7.500e-05, eta: 0:35:50, time: 1.030, data_time: 0.005, memory: 10398, top1_acc: 0.7687, top5_acc: 0.9229, loss_cls: 0.9103, loss: 0.9103, grad_norm: 7.4622 2020-10-13 20:36:58,978 - mmaction - INFO - Epoch [50][2900/5010] lr: 7.500e-05, eta: 0:35:30, time: 1.037, data_time: 0.005, memory: 10398, top1_acc: 0.7969, top5_acc: 0.9250, loss_cls: 0.8403, loss: 0.8403, grad_norm: 7.5037 2020-10-13 20:37:19,835 - mmaction - INFO - Epoch [50][2920/5010] lr: 7.500e-05, eta: 0:35:10, time: 1.041, data_time: 0.004, memory: 10398, top1_acc: 0.7688, top5_acc: 0.9156, loss_cls: 0.9107, loss: 0.9107, grad_norm: 7.7741 2020-10-13 20:37:40,340 - mmaction - INFO - Epoch [50][2940/5010] lr: 7.500e-05, eta: 0:34:50, time: 1.027, data_time: 0.006, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9292, loss_cls: 0.8719, loss: 0.8719, grad_norm: 8.0282 2020-10-13 20:38:00,569 - mmaction - INFO - Epoch [50][2960/5010] lr: 7.500e-05, eta: 0:34:29, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9240, loss_cls: 0.8428, loss: 0.8428, grad_norm: 7.5555 2020-10-13 20:38:21,373 - mmaction - INFO - Epoch [50][2980/5010] lr: 7.500e-05, eta: 0:34:09, time: 1.041, data_time: 0.006, memory: 10398, top1_acc: 0.8000, top5_acc: 0.9281, loss_cls: 0.8185, loss: 0.8185, grad_norm: 6.9971 2020-10-13 20:38:42,197 - mmaction - INFO - Epoch [50][3000/5010] lr: 7.500e-05, eta: 0:33:49, time: 1.042, data_time: 0.004, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9323, loss_cls: 0.8075, loss: 0.8075, grad_norm: 7.7864 2020-10-13 20:39:02,415 - mmaction - INFO - Epoch [50][3020/5010] lr: 7.500e-05, eta: 0:33:29, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9052, loss_cls: 0.9223, loss: 0.9223, grad_norm: 7.8008 2020-10-13 20:39:22,817 - mmaction - INFO - Epoch [50][3040/5010] lr: 7.500e-05, eta: 0:33:09, time: 1.022, data_time: 0.006, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9365, loss_cls: 0.8248, loss: 0.8248, grad_norm: 7.3532 2020-10-13 20:39:43,097 - mmaction - INFO - Epoch [50][3060/5010] lr: 7.500e-05, eta: 0:32:48, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9281, loss_cls: 0.8897, loss: 0.8897, grad_norm: 7.6751 2020-10-13 20:40:03,916 - mmaction - INFO - Epoch [50][3080/5010] lr: 7.500e-05, eta: 0:32:28, time: 1.041, data_time: 0.005, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9271, loss_cls: 0.8721, loss: 0.8721, grad_norm: 7.8216 2020-10-13 20:40:24,589 - mmaction - INFO - Epoch [50][3100/5010] lr: 7.500e-05, eta: 0:32:08, time: 1.034, data_time: 0.002, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9198, loss_cls: 0.9003, loss: 0.9003, grad_norm: 7.8250 2020-10-13 20:40:44,706 - mmaction - INFO - Epoch [50][3120/5010] lr: 7.500e-05, eta: 0:31:48, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.8021, top5_acc: 0.9385, loss_cls: 0.8081, loss: 0.8081, grad_norm: 7.1618 2020-10-13 20:41:05,553 - mmaction - INFO - Epoch [50][3140/5010] lr: 7.500e-05, eta: 0:31:28, time: 1.041, data_time: 0.005, memory: 10398, top1_acc: 0.7990, top5_acc: 0.9260, loss_cls: 0.8129, loss: 0.8129, grad_norm: 7.3679 2020-10-13 20:41:26,064 - mmaction - INFO - Epoch [50][3160/5010] lr: 7.500e-05, eta: 0:31:07, time: 1.027, data_time: 0.006, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9323, loss_cls: 0.8307, loss: 0.8307, grad_norm: 7.4225 2020-10-13 20:41:46,643 - mmaction - INFO - Epoch [50][3180/5010] lr: 7.500e-05, eta: 0:30:47, time: 1.029, data_time: 0.002, memory: 10398, top1_acc: 0.8021, top5_acc: 0.9354, loss_cls: 0.7751, loss: 0.7751, grad_norm: 7.0214 2020-10-13 20:42:06,699 - mmaction - INFO - Epoch [50][3200/5010] lr: 7.500e-05, eta: 0:30:27, time: 1.000, data_time: 0.005, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9385, loss_cls: 0.7909, loss: 0.7909, grad_norm: 7.2299 2020-10-13 20:42:27,444 - mmaction - INFO - Epoch [50][3220/5010] lr: 7.500e-05, eta: 0:30:07, time: 1.040, data_time: 0.007, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9198, loss_cls: 0.9054, loss: 0.9054, grad_norm: 7.9123 2020-10-13 20:42:48,001 - mmaction - INFO - Epoch [50][3240/5010] lr: 7.500e-05, eta: 0:29:47, time: 1.028, data_time: 0.002, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9208, loss_cls: 0.8695, loss: 0.8695, grad_norm: 7.3326 2020-10-13 20:43:08,626 - mmaction - INFO - Epoch [50][3260/5010] lr: 7.500e-05, eta: 0:29:26, time: 1.031, data_time: 0.005, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9188, loss_cls: 0.8572, loss: 0.8572, grad_norm: 7.4267 2020-10-13 20:43:29,471 - mmaction - INFO - Epoch [50][3280/5010] lr: 7.500e-05, eta: 0:29:06, time: 1.042, data_time: 0.002, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9323, loss_cls: 0.8321, loss: 0.8321, grad_norm: 7.5967 2020-10-13 20:43:49,703 - mmaction - INFO - Epoch [50][3300/5010] lr: 7.500e-05, eta: 0:28:46, time: 1.012, data_time: 0.002, memory: 10398, top1_acc: 0.7990, top5_acc: 0.9229, loss_cls: 0.8256, loss: 0.8256, grad_norm: 7.2673 2020-10-13 20:44:10,681 - mmaction - INFO - Epoch [50][3320/5010] lr: 7.500e-05, eta: 0:28:26, time: 1.047, data_time: 0.004, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9260, loss_cls: 0.8953, loss: 0.8953, grad_norm: 7.7753 2020-10-13 20:44:30,866 - mmaction - INFO - Epoch [50][3340/5010] lr: 7.500e-05, eta: 0:28:06, time: 1.011, data_time: 0.005, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9240, loss_cls: 0.8184, loss: 0.8184, grad_norm: 7.3984 2020-10-13 20:44:51,547 - mmaction - INFO - Epoch [50][3360/5010] lr: 7.500e-05, eta: 0:27:46, time: 1.034, data_time: 0.002, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9240, loss_cls: 0.8998, loss: 0.8998, grad_norm: 7.8824 2020-10-13 20:45:12,608 - mmaction - INFO - Epoch [50][3380/5010] lr: 7.500e-05, eta: 0:27:25, time: 1.051, data_time: 0.005, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9250, loss_cls: 0.8547, loss: 0.8547, grad_norm: 7.2416 2020-10-13 20:45:32,869 - mmaction - INFO - Epoch [50][3400/5010] lr: 7.500e-05, eta: 0:27:05, time: 1.015, data_time: 0.006, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9115, loss_cls: 0.8930, loss: 0.8930, grad_norm: 7.8224 2020-10-13 20:45:53,664 - mmaction - INFO - Epoch [50][3420/5010] lr: 7.500e-05, eta: 0:26:45, time: 1.040, data_time: 0.002, memory: 10398, top1_acc: 0.7687, top5_acc: 0.9198, loss_cls: 0.8794, loss: 0.8794, grad_norm: 7.4047 2020-10-13 20:46:13,603 - mmaction - INFO - Epoch [50][3440/5010] lr: 7.500e-05, eta: 0:26:25, time: 0.995, data_time: 0.004, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9177, loss_cls: 0.9082, loss: 0.9082, grad_norm: 8.1094 2020-10-13 20:46:34,150 - mmaction - INFO - Epoch [50][3460/5010] lr: 7.500e-05, eta: 0:26:05, time: 1.029, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9177, loss_cls: 0.9120, loss: 0.9120, grad_norm: 7.8528 2020-10-13 20:46:55,064 - mmaction - INFO - Epoch [50][3480/5010] lr: 7.500e-05, eta: 0:25:44, time: 1.046, data_time: 0.002, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9292, loss_cls: 0.8451, loss: 0.8451, grad_norm: 7.6646 2020-10-13 20:47:15,153 - mmaction - INFO - Epoch [50][3500/5010] lr: 7.500e-05, eta: 0:25:24, time: 1.003, data_time: 0.004, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9354, loss_cls: 0.8433, loss: 0.8433, grad_norm: 7.6113 2020-10-13 20:47:35,946 - mmaction - INFO - Epoch [50][3520/5010] lr: 7.500e-05, eta: 0:25:04, time: 1.041, data_time: 0.005, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9177, loss_cls: 0.8536, loss: 0.8536, grad_norm: 7.6727 2020-10-13 20:47:56,625 - mmaction - INFO - Epoch [50][3540/5010] lr: 7.500e-05, eta: 0:24:44, time: 1.034, data_time: 0.002, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9229, loss_cls: 0.9193, loss: 0.9193, grad_norm: 8.0240 2020-10-13 20:48:16,928 - mmaction - INFO - Epoch [50][3560/5010] lr: 7.500e-05, eta: 0:24:24, time: 1.014, data_time: 0.004, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9250, loss_cls: 0.8860, loss: 0.8860, grad_norm: 7.5458 2020-10-13 20:48:37,842 - mmaction - INFO - Epoch [50][3580/5010] lr: 7.500e-05, eta: 0:24:03, time: 1.048, data_time: 0.006, memory: 10398, top1_acc: 0.8021, top5_acc: 0.9365, loss_cls: 0.7779, loss: 0.7779, grad_norm: 7.3177 2020-10-13 20:48:58,997 - mmaction - INFO - Epoch [50][3600/5010] lr: 7.500e-05, eta: 0:23:43, time: 1.056, data_time: 0.005, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9177, loss_cls: 0.8979, loss: 0.8979, grad_norm: 7.7331 2020-10-13 20:49:19,238 - mmaction - INFO - Epoch [50][3620/5010] lr: 7.500e-05, eta: 0:23:23, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9292, loss_cls: 0.9021, loss: 0.9021, grad_norm: 7.7708 2020-10-13 20:49:39,846 - mmaction - INFO - Epoch [50][3640/5010] lr: 7.500e-05, eta: 0:23:03, time: 1.029, data_time: 0.004, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9229, loss_cls: 0.8742, loss: 0.8742, grad_norm: 7.7766 2020-10-13 20:50:00,476 - mmaction - INFO - Epoch [50][3660/5010] lr: 7.500e-05, eta: 0:22:43, time: 1.033, data_time: 0.005, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9240, loss_cls: 0.8868, loss: 0.8868, grad_norm: 7.7118 2020-10-13 20:50:20,969 - mmaction - INFO - Epoch [50][3680/5010] lr: 7.500e-05, eta: 0:22:22, time: 1.023, data_time: 0.005, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9208, loss_cls: 0.8950, loss: 0.8950, grad_norm: 7.6174 2020-10-13 20:50:41,782 - mmaction - INFO - Epoch [50][3700/5010] lr: 7.500e-05, eta: 0:22:02, time: 1.042, data_time: 0.007, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9365, loss_cls: 0.8553, loss: 0.8553, grad_norm: 7.4646 2020-10-13 20:51:01,954 - mmaction - INFO - Epoch [50][3720/5010] lr: 7.500e-05, eta: 0:21:42, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9323, loss_cls: 0.8561, loss: 0.8561, grad_norm: 7.6416 2020-10-13 20:51:22,762 - mmaction - INFO - Epoch [50][3740/5010] lr: 7.500e-05, eta: 0:21:22, time: 1.042, data_time: 0.006, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9323, loss_cls: 0.7907, loss: 0.7907, grad_norm: 7.3586 2020-10-13 20:51:44,052 - mmaction - INFO - Epoch [50][3760/5010] lr: 7.500e-05, eta: 0:21:02, time: 1.064, data_time: 0.002, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9198, loss_cls: 0.8571, loss: 0.8571, grad_norm: 7.4897 2020-10-13 20:52:05,909 - mmaction - INFO - Epoch [50][3780/5010] lr: 7.500e-05, eta: 0:20:42, time: 1.092, data_time: 0.006, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9344, loss_cls: 0.8098, loss: 0.8098, grad_norm: 7.4263 2020-10-13 20:52:26,832 - mmaction - INFO - Epoch [50][3800/5010] lr: 7.500e-05, eta: 0:20:21, time: 1.048, data_time: 0.005, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9385, loss_cls: 0.7993, loss: 0.7993, grad_norm: 7.3214 2020-10-13 20:52:47,522 - mmaction - INFO - Epoch [50][3820/5010] lr: 7.500e-05, eta: 0:20:01, time: 1.035, data_time: 0.002, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9250, loss_cls: 0.8893, loss: 0.8893, grad_norm: 7.5970 2020-10-13 20:53:08,318 - mmaction - INFO - Epoch [50][3840/5010] lr: 7.500e-05, eta: 0:19:41, time: 1.038, data_time: 0.004, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9208, loss_cls: 0.8330, loss: 0.8330, grad_norm: 7.1327 2020-10-13 20:53:28,901 - mmaction - INFO - Epoch [50][3860/5010] lr: 7.500e-05, eta: 0:19:21, time: 1.030, data_time: 0.003, memory: 10398, top1_acc: 0.7615, top5_acc: 0.9281, loss_cls: 0.9213, loss: 0.9213, grad_norm: 7.8250 2020-10-13 20:53:48,925 - mmaction - INFO - Epoch [50][3880/5010] lr: 7.500e-05, eta: 0:19:01, time: 1.001, data_time: 0.002, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9313, loss_cls: 0.8686, loss: 0.8686, grad_norm: 7.5660 2020-10-13 20:54:09,847 - mmaction - INFO - Epoch [50][3900/5010] lr: 7.500e-05, eta: 0:18:40, time: 1.046, data_time: 0.002, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9271, loss_cls: 0.8574, loss: 0.8574, grad_norm: 7.6347 2020-10-13 20:54:30,025 - mmaction - INFO - Epoch [50][3920/5010] lr: 7.500e-05, eta: 0:18:20, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9208, loss_cls: 0.8554, loss: 0.8554, grad_norm: 7.5672 2020-10-13 20:54:51,971 - mmaction - INFO - Epoch [50][3940/5010] lr: 7.500e-05, eta: 0:18:00, time: 1.097, data_time: 0.002, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9198, loss_cls: 0.9010, loss: 0.9010, grad_norm: 8.0786 2020-10-13 20:55:12,841 - mmaction - INFO - Epoch [50][3960/5010] lr: 7.500e-05, eta: 0:17:40, time: 1.042, data_time: 0.004, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9354, loss_cls: 0.8147, loss: 0.8147, grad_norm: 7.4442 2020-10-13 20:55:33,739 - mmaction - INFO - Epoch [50][3980/5010] lr: 7.500e-05, eta: 0:17:20, time: 1.047, data_time: 0.005, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9208, loss_cls: 0.8845, loss: 0.8845, grad_norm: 7.5077 2020-10-13 20:55:54,716 - mmaction - INFO - Epoch [50][4000/5010] lr: 7.500e-05, eta: 0:16:59, time: 1.049, data_time: 0.007, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9271, loss_cls: 0.8540, loss: 0.8540, grad_norm: 7.5840 2020-10-13 20:56:15,426 - mmaction - INFO - Epoch [50][4020/5010] lr: 7.500e-05, eta: 0:16:39, time: 1.034, data_time: 0.004, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9292, loss_cls: 0.8196, loss: 0.8196, grad_norm: 7.3801 2020-10-13 20:56:36,829 - mmaction - INFO - Epoch [50][4040/5010] lr: 7.500e-05, eta: 0:16:19, time: 1.068, data_time: 0.005, memory: 10398, top1_acc: 0.8010, top5_acc: 0.9323, loss_cls: 0.8112, loss: 0.8112, grad_norm: 7.5686 2020-10-13 20:56:56,903 - mmaction - INFO - Epoch [50][4060/5010] lr: 7.500e-05, eta: 0:15:59, time: 1.006, data_time: 0.007, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9208, loss_cls: 0.8457, loss: 0.8457, grad_norm: 7.3152 2020-10-13 20:57:18,711 - mmaction - INFO - Epoch [50][4080/5010] lr: 7.500e-05, eta: 0:15:39, time: 1.090, data_time: 0.006, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9208, loss_cls: 0.9335, loss: 0.9335, grad_norm: 8.1009 2020-10-13 20:57:38,967 - mmaction - INFO - Epoch [50][4100/5010] lr: 7.500e-05, eta: 0:15:18, time: 1.015, data_time: 0.006, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9260, loss_cls: 0.8773, loss: 0.8773, grad_norm: 7.6619 2020-10-13 20:57:58,560 - mmaction - INFO - Epoch [50][4120/5010] lr: 7.500e-05, eta: 0:14:58, time: 0.978, data_time: 0.005, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9292, loss_cls: 0.8652, loss: 0.8652, grad_norm: 7.7701 2020-10-13 20:58:19,030 - mmaction - INFO - Epoch [50][4140/5010] lr: 7.500e-05, eta: 0:14:38, time: 1.025, data_time: 0.005, memory: 10398, top1_acc: 0.8010, top5_acc: 0.9323, loss_cls: 0.7888, loss: 0.7888, grad_norm: 7.3513 2020-10-13 20:58:40,297 - mmaction - INFO - Epoch [50][4160/5010] lr: 7.500e-05, eta: 0:14:18, time: 1.060, data_time: 0.004, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9354, loss_cls: 0.8466, loss: 0.8466, grad_norm: 7.8549 2020-10-13 20:59:01,645 - mmaction - INFO - Epoch [50][4180/5010] lr: 7.500e-05, eta: 0:13:58, time: 1.070, data_time: 0.007, memory: 10398, top1_acc: 0.8010, top5_acc: 0.9219, loss_cls: 0.8247, loss: 0.8247, grad_norm: 7.1960 2020-10-13 20:59:22,191 - mmaction - INFO - Epoch [50][4200/5010] lr: 7.500e-05, eta: 0:13:37, time: 1.027, data_time: 0.005, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9271, loss_cls: 0.8622, loss: 0.8622, grad_norm: 7.5494 2020-10-13 20:59:43,534 - mmaction - INFO - Epoch [50][4220/5010] lr: 7.500e-05, eta: 0:13:17, time: 1.067, data_time: 0.002, memory: 10398, top1_acc: 0.8000, top5_acc: 0.9292, loss_cls: 0.8323, loss: 0.8323, grad_norm: 7.3516 2020-10-13 21:00:08,986 - mmaction - INFO - Epoch [50][4240/5010] lr: 7.500e-05, eta: 0:12:57, time: 1.265, data_time: 0.006, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9313, loss_cls: 0.8287, loss: 0.8287, grad_norm: 7.6527 2020-10-13 21:00:29,712 - mmaction - INFO - Epoch [50][4260/5010] lr: 7.500e-05, eta: 0:12:37, time: 1.031, data_time: 0.017, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9396, loss_cls: 0.8201, loss: 0.8201, grad_norm: 7.5220 2020-10-13 21:00:49,863 - mmaction - INFO - Epoch [50][4280/5010] lr: 7.500e-05, eta: 0:12:17, time: 1.021, data_time: 0.026, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9229, loss_cls: 0.8938, loss: 0.8938, grad_norm: 7.8270 2020-10-13 21:01:11,020 - mmaction - INFO - Epoch [50][4300/5010] lr: 7.500e-05, eta: 0:11:56, time: 1.056, data_time: 0.005, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9177, loss_cls: 0.9044, loss: 0.9044, grad_norm: 7.4507 2020-10-13 21:01:31,411 - mmaction - INFO - Epoch [50][4320/5010] lr: 7.500e-05, eta: 0:11:36, time: 1.019, data_time: 0.005, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9271, loss_cls: 0.9125, loss: 0.9125, grad_norm: 7.9472 2020-10-13 21:01:52,283 - mmaction - INFO - Epoch [50][4340/5010] lr: 7.500e-05, eta: 0:11:16, time: 1.045, data_time: 0.005, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9375, loss_cls: 0.8109, loss: 0.8109, grad_norm: 7.6433 2020-10-13 21:02:12,473 - mmaction - INFO - Epoch [50][4360/5010] lr: 7.500e-05, eta: 0:10:56, time: 1.010, data_time: 0.002, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9240, loss_cls: 0.8810, loss: 0.8810, grad_norm: 7.7414 2020-10-13 21:02:33,724 - mmaction - INFO - Epoch [50][4380/5010] lr: 7.500e-05, eta: 0:10:36, time: 1.062, data_time: 0.005, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9333, loss_cls: 0.8790, loss: 0.8790, grad_norm: 7.8751 2020-10-13 21:02:54,190 - mmaction - INFO - Epoch [50][4400/5010] lr: 7.500e-05, eta: 0:10:16, time: 1.023, data_time: 0.002, memory: 10398, top1_acc: 0.7698, top5_acc: 0.9229, loss_cls: 0.9180, loss: 0.9180, grad_norm: 7.8924 2020-10-13 21:03:14,649 - mmaction - INFO - Epoch [50][4420/5010] lr: 7.500e-05, eta: 0:09:55, time: 1.023, data_time: 0.002, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9198, loss_cls: 0.8668, loss: 0.8668, grad_norm: 7.7448 2020-10-13 21:03:36,384 - mmaction - INFO - Epoch [50][4440/5010] lr: 7.500e-05, eta: 0:09:35, time: 1.085, data_time: 0.004, memory: 10398, top1_acc: 0.8021, top5_acc: 0.9344, loss_cls: 0.8196, loss: 0.8196, grad_norm: 7.3421 2020-10-13 21:03:57,422 - mmaction - INFO - Epoch [50][4460/5010] lr: 7.500e-05, eta: 0:09:15, time: 1.054, data_time: 0.006, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9260, loss_cls: 0.9366, loss: 0.9366, grad_norm: 7.9115 2020-10-13 21:04:17,275 - mmaction - INFO - Epoch [50][4480/5010] lr: 7.500e-05, eta: 0:08:55, time: 0.991, data_time: 0.005, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9292, loss_cls: 0.8471, loss: 0.8471, grad_norm: 7.5789 2020-10-13 21:04:38,690 - mmaction - INFO - Epoch [50][4500/5010] lr: 7.500e-05, eta: 0:08:35, time: 1.072, data_time: 0.006, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9219, loss_cls: 0.9040, loss: 0.9040, grad_norm: 7.8189 2020-10-13 21:04:58,696 - mmaction - INFO - Epoch [50][4520/5010] lr: 7.500e-05, eta: 0:08:14, time: 0.997, data_time: 0.004, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9385, loss_cls: 0.8065, loss: 0.8065, grad_norm: 7.4965 2020-10-13 21:05:18,616 - mmaction - INFO - Epoch [50][4540/5010] lr: 7.500e-05, eta: 0:07:54, time: 0.999, data_time: 0.007, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9188, loss_cls: 0.8914, loss: 0.8914, grad_norm: 7.8013 2020-10-13 21:05:39,871 - mmaction - INFO - Epoch [50][4560/5010] lr: 7.500e-05, eta: 0:07:34, time: 1.060, data_time: 0.005, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9177, loss_cls: 0.8696, loss: 0.8696, grad_norm: 7.5031 2020-10-13 21:06:00,420 - mmaction - INFO - Epoch [50][4580/5010] lr: 7.500e-05, eta: 0:07:14, time: 1.030, data_time: 0.006, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9250, loss_cls: 0.8305, loss: 0.8305, grad_norm: 7.5547 2020-10-13 21:06:20,301 - mmaction - INFO - Epoch [50][4600/5010] lr: 7.500e-05, eta: 0:06:54, time: 0.992, data_time: 0.005, memory: 10398, top1_acc: 0.8073, top5_acc: 0.9406, loss_cls: 0.7592, loss: 0.7592, grad_norm: 7.1951 2020-10-13 21:06:40,647 - mmaction - INFO - Epoch [50][4620/5010] lr: 7.500e-05, eta: 0:06:33, time: 1.019, data_time: 0.005, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9396, loss_cls: 0.7744, loss: 0.7744, grad_norm: 7.3421 2020-10-13 21:07:01,622 - mmaction - INFO - Epoch [50][4640/5010] lr: 7.500e-05, eta: 0:06:13, time: 1.047, data_time: 0.005, memory: 10398, top1_acc: 0.8031, top5_acc: 0.9271, loss_cls: 0.7989, loss: 0.7989, grad_norm: 7.1986 2020-10-13 21:07:22,556 - mmaction - INFO - Epoch [50][4660/5010] lr: 7.500e-05, eta: 0:05:53, time: 1.049, data_time: 0.005, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9323, loss_cls: 0.8128, loss: 0.8128, grad_norm: 7.5424 2020-10-13 21:07:43,342 - mmaction - INFO - Epoch [50][4680/5010] lr: 7.500e-05, eta: 0:05:33, time: 1.039, data_time: 0.002, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9240, loss_cls: 0.8837, loss: 0.8837, grad_norm: 7.5409 2020-10-13 21:08:04,022 - mmaction - INFO - Epoch [50][4700/5010] lr: 7.500e-05, eta: 0:05:13, time: 1.032, data_time: 0.005, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9323, loss_cls: 0.8037, loss: 0.8037, grad_norm: 7.1727 2020-10-13 21:08:25,044 - mmaction - INFO - Epoch [50][4720/5010] lr: 7.500e-05, eta: 0:04:52, time: 1.052, data_time: 0.006, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9229, loss_cls: 0.8597, loss: 0.8597, grad_norm: 7.7795 2020-10-13 21:08:45,188 - mmaction - INFO - Epoch [50][4740/5010] lr: 7.500e-05, eta: 0:04:32, time: 1.007, data_time: 0.002, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9208, loss_cls: 0.8602, loss: 0.8602, grad_norm: 7.5983 2020-10-13 21:09:06,582 - mmaction - INFO - Epoch [50][4760/5010] lr: 7.500e-05, eta: 0:04:12, time: 1.066, data_time: 0.004, memory: 10398, top1_acc: 0.7542, top5_acc: 0.9229, loss_cls: 0.9111, loss: 0.9111, grad_norm: 7.7653 2020-10-13 21:09:27,174 - mmaction - INFO - Epoch [50][4780/5010] lr: 7.500e-05, eta: 0:03:52, time: 1.033, data_time: 0.007, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9250, loss_cls: 0.8616, loss: 0.8616, grad_norm: 7.6214 2020-10-13 21:09:47,809 - mmaction - INFO - Epoch [50][4800/5010] lr: 7.500e-05, eta: 0:03:32, time: 1.032, data_time: 0.002, memory: 10398, top1_acc: 0.7938, top5_acc: 0.9323, loss_cls: 0.8254, loss: 0.8254, grad_norm: 7.2102 2020-10-13 21:10:08,453 - mmaction - INFO - Epoch [50][4820/5010] lr: 7.500e-05, eta: 0:03:11, time: 1.032, data_time: 0.005, memory: 10398, top1_acc: 0.7969, top5_acc: 0.9302, loss_cls: 0.8738, loss: 0.8738, grad_norm: 7.6713 2020-10-13 21:10:29,338 - mmaction - INFO - Epoch [50][4840/5010] lr: 7.500e-05, eta: 0:02:51, time: 1.044, data_time: 0.002, memory: 10398, top1_acc: 0.8125, top5_acc: 0.9323, loss_cls: 0.7980, loss: 0.7980, grad_norm: 7.4313 2020-10-13 21:10:49,075 - mmaction - INFO - Epoch [50][4860/5010] lr: 7.500e-05, eta: 0:02:31, time: 0.987, data_time: 0.002, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9365, loss_cls: 0.8507, loss: 0.8507, grad_norm: 7.6560 2020-10-13 21:11:09,617 - mmaction - INFO - Epoch [50][4880/5010] lr: 7.500e-05, eta: 0:02:11, time: 1.025, data_time: 0.005, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9271, loss_cls: 0.8688, loss: 0.8688, grad_norm: 7.6655 2020-10-13 21:11:31,594 - mmaction - INFO - Epoch [50][4900/5010] lr: 7.500e-05, eta: 0:01:51, time: 1.097, data_time: 0.005, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9323, loss_cls: 0.8567, loss: 0.8567, grad_norm: 7.8958 2020-10-13 21:11:51,074 - mmaction - INFO - Epoch [50][4920/5010] lr: 7.500e-05, eta: 0:01:30, time: 0.978, data_time: 0.007, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9271, loss_cls: 0.8731, loss: 0.8731, grad_norm: 7.5049 2020-10-13 21:12:11,276 - mmaction - INFO - Epoch [50][4940/5010] lr: 7.500e-05, eta: 0:01:10, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.7417, top5_acc: 0.9229, loss_cls: 0.9187, loss: 0.9187, grad_norm: 7.7674 2020-10-13 21:12:32,149 - mmaction - INFO - Epoch [50][4960/5010] lr: 7.500e-05, eta: 0:00:50, time: 1.045, data_time: 0.006, memory: 10398, top1_acc: 0.8021, top5_acc: 0.9354, loss_cls: 0.7956, loss: 0.7956, grad_norm: 7.4913 2020-10-13 21:12:53,738 - mmaction - INFO - Epoch [50][4980/5010] lr: 7.500e-05, eta: 0:00:30, time: 1.078, data_time: 0.002, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9344, loss_cls: 0.8092, loss: 0.8092, grad_norm: 7.3188 2020-10-13 21:13:13,432 - mmaction - INFO - Epoch [50][5000/5010] lr: 7.500e-05, eta: 0:00:10, time: 0.984, data_time: 0.003, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9198, loss_cls: 0.9092, loss: 0.9092, grad_norm: 7.8234 2020-10-13 21:13:23,948 - mmaction - INFO - Saving checkpoint at 50 epochs