2020-07-31 15:15:39,712 - 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 CUDA_HOME: /mnt/lustre/share/cuda-9.0 NVCC: Cuda compilation tools, release 9.0, V9.0.176 GPU 0,1,2,3,4,5,6,7: GeForce GTX 1080 Ti GCC: gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-4) 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: 1.0.2 MMAction2: 0.1.0+269057f ------------------------------------------------------------ 2020-07-31 15:15:39,713 - mmaction - INFO - Distributed training: True 2020-07-31 15:15:39,713 - mmaction - INFO - Config: /mnt/lustre/linjintao/mmaction2/slurm_configs/recognition/slowfast/slowfast_r50_256p_8x8x1_256e_kinetics400_rgb.py model = dict( type='Recognizer3D', backbone=dict( type='ResNet3dSlowFast', pretrained=None, resample_rate=4, # tau speed_ratio=4, # alpha channel_ratio=8, # beta_inv slow_pathway=dict( type='resnet3d', depth=50, pretrained=None, lateral=True, conv1_kernel=(1, 7, 7), dilations=(1, 1, 1, 1), conv1_stride_t=1, pool1_stride_t=1, inflate=(0, 0, 1, 1), norm_eval=False), fast_pathway=dict( type='resnet3d', depth=50, pretrained=None, lateral=False, base_channels=8, conv1_kernel=(5, 7, 7), conv1_stride_t=1, pool1_stride_t=1, norm_eval=False)), cls_head=dict( type='SlowFastHead', in_channels=2304, # 2048+256 num_classes=400, spatial_type='avg', dropout_ratio=0.5)) train_cfg = None test_cfg = dict(average_clips=None) 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=32, frame_interval=2, num_clips=1), dict(type='FrameSelector', io_backend='memcached', **mc_cfg, decoding_backend='turbojpeg'), dict(type='Resize', scale=(-1, 256), lazy=True), dict(type='RandomResizedCrop', 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='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1, test_mode=True), dict(type='FrameSelector'), 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='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=10, test_mode=True), dict(type='FrameSelector'), dict(type='Resize', scale=(-1, 256)), dict(type='ThreeCrop', crop_size=256), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=8, workers_per_gpu=4, train=dict( type=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', lr=0.1 * 4, momentum=0.9, weight_decay=0.0001) # this lr is used for 8 gpus optimizer_config = dict(grad_clip=dict(max_norm=40, norm_type=2)) # learning policy lr_config = dict(policy='CosineAnealing', min_lr=0) total_epochs = 256 checkpoint_config = dict(interval=4) workflow = [('train', 1)] 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'), ]) dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/slowfast_r50_3d_8x8x1_256e_kinetics400_rgb' load_from = None resume_from = None find_unused_parameters = False 2020-07-31 15:15:55,171 - mmaction - INFO - Start running, host: linjintao@SH-IDC1-10-5-30-51, work_dir: /mnt/lustre/linjintao/mmaction2/workdir/slowfast_r50_256p_8x8x1_256e_kinetics400_rgb_32g 2020-07-31 15:15:55,174 - mmaction - INFO - workflow: [('train', 1)], max: 256 epochs 2020-07-31 15:30:32,276 - mmaction - INFO - Epoch [1][20/940] lr: 4.000e-01, eta: 122 days, 2:47:20, time: 43.849, data_time: 42.321, memory: 9059, top1_acc: 0.0049, top5_acc: 0.0230, loss_cls: 6.4519, loss: 6.4519, grad_norm: 1.7324 2020-07-31 15:30:57,218 - mmaction - INFO - Epoch [1][40/940] lr: 4.000e-01, eta: 62 days, 19:05:58, time: 1.252, data_time: 0.009, memory: 9059, top1_acc: 0.0084, top5_acc: 0.0357, loss_cls: 6.0844, loss: 6.0844, grad_norm: 0.8179 2020-07-31 15:31:22,513 - mmaction - INFO - Epoch [1][60/940] lr: 4.000e-01, eta: 43 days, 0:44:31, time: 1.261, data_time: 0.006, memory: 9059, top1_acc: 0.0072, top5_acc: 0.0328, loss_cls: 5.9558, loss: 5.9558, grad_norm: 0.6599 2020-07-31 15:31:49,197 - mmaction - INFO - Epoch [1][80/940] lr: 4.000e-01, eta: 33 days, 4:49:24, time: 1.337, data_time: 0.007, memory: 9059, top1_acc: 0.0141, top5_acc: 0.0488, loss_cls: 5.8167, loss: 5.8167, grad_norm: 0.6002 2020-07-31 15:32:17,015 - mmaction - INFO - Epoch [1][100/940] lr: 4.000e-01, eta: 27 days, 8:00:26, time: 1.392, data_time: 0.005, memory: 9059, top1_acc: 0.0111, top5_acc: 0.0535, loss_cls: 5.7707, loss: 5.7707, grad_norm: 0.5734 2020-07-31 15:32:44,633 - mmaction - INFO - Epoch [1][120/940] lr: 4.000e-01, eta: 23 days, 10:00:12, time: 1.381, data_time: 0.005, memory: 9059, top1_acc: 0.0168, top5_acc: 0.0590, loss_cls: 5.6979, loss: 5.6979, grad_norm: 0.5614 2020-07-31 15:33:14,794 - mmaction - INFO - Epoch [1][140/940] lr: 4.000e-01, eta: 20 days, 16:02:55, time: 1.506, data_time: 0.008, memory: 9059, top1_acc: 0.0160, top5_acc: 0.0605, loss_cls: 5.6907, loss: 5.6907, grad_norm: 0.5096 2020-07-31 15:33:43,832 - mmaction - INFO - Epoch [1][160/940] lr: 4.000e-01, eta: 18 days, 14:07:41, time: 1.452, data_time: 0.006, memory: 9059, top1_acc: 0.0172, top5_acc: 0.0621, loss_cls: 5.6631, loss: 5.6631, grad_norm: 0.5093 2020-07-31 15:34:14,330 - mmaction - INFO - Epoch [1][180/940] lr: 4.000e-01, eta: 16 days, 23:50:54, time: 1.526, data_time: 0.007, memory: 9059, top1_acc: 0.0137, top5_acc: 0.0686, loss_cls: 5.6392, loss: 5.6392, grad_norm: 0.5044 2020-07-31 15:34:45,252 - mmaction - INFO - Epoch [1][200/940] lr: 4.000e-01, eta: 15 days, 17:21:16, time: 1.545, data_time: 0.006, memory: 9059, top1_acc: 0.0201, top5_acc: 0.0664, loss_cls: 5.6342, loss: 5.6342, grad_norm: 0.4737 2020-07-31 15:35:16,700 - mmaction - INFO - Epoch [1][220/940] lr: 4.000e-01, eta: 14 days, 16:34:28, time: 1.574, data_time: 0.006, memory: 9059, top1_acc: 0.0195, top5_acc: 0.0756, loss_cls: 5.6044, loss: 5.6044, grad_norm: 0.4813 2020-07-31 15:35:47,579 - mmaction - INFO - Epoch [1][240/940] lr: 4.000e-01, eta: 13 days, 19:45:25, time: 1.544, data_time: 0.005, memory: 9059, top1_acc: 0.0172, top5_acc: 0.0766, loss_cls: 5.5773, loss: 5.5773, grad_norm: 0.5077 2020-07-31 15:36:19,311 - mmaction - INFO - Epoch [1][260/940] lr: 4.000e-01, eta: 13 days, 2:21:47, time: 1.587, data_time: 0.005, memory: 9059, top1_acc: 0.0203, top5_acc: 0.0756, loss_cls: 5.5731, loss: 5.5731, grad_norm: 0.4875 2020-07-31 15:36:50,872 - mmaction - INFO - Epoch [1][280/940] lr: 4.000e-01, eta: 12 days, 11:24:16, time: 1.577, data_time: 0.008, memory: 9059, top1_acc: 0.0207, top5_acc: 0.0768, loss_cls: 5.5622, loss: 5.5622, grad_norm: 0.4902 2020-07-31 15:37:23,373 - mmaction - INFO - Epoch [1][300/940] lr: 4.000e-01, eta: 11 days, 22:39:46, time: 1.627, data_time: 0.007, memory: 9059, top1_acc: 0.0227, top5_acc: 0.0846, loss_cls: 5.5389, loss: 5.5389, grad_norm: 0.4844 2020-07-31 15:37:54,999 - mmaction - INFO - Epoch [1][320/940] lr: 4.000e-01, eta: 11 days, 11:18:44, time: 1.579, data_time: 0.009, memory: 9059, top1_acc: 0.0303, top5_acc: 0.0994, loss_cls: 5.4923, loss: 5.4923, grad_norm: 0.5107 2020-07-31 15:38:27,176 - mmaction - INFO - Epoch [1][340/940] lr: 4.000e-01, eta: 11 days, 1:25:25, time: 1.612, data_time: 0.007, memory: 9059, top1_acc: 0.0240, top5_acc: 0.0904, loss_cls: 5.4722, loss: 5.4722, grad_norm: 0.5095 2020-07-31 15:38:59,008 - mmaction - INFO - Epoch [1][360/940] lr: 4.000e-01, eta: 10 days, 16:33:34, time: 1.592, data_time: 0.002, memory: 9059, top1_acc: 0.0273, top5_acc: 0.0988, loss_cls: 5.4699, loss: 5.4699, grad_norm: 0.5102 2020-07-31 15:39:31,672 - mmaction - INFO - Epoch [1][380/940] lr: 4.000e-01, eta: 10 days, 8:46:11, time: 1.632, data_time: 0.006, memory: 9059, top1_acc: 0.0258, top5_acc: 0.0963, loss_cls: 5.4632, loss: 5.4632, grad_norm: 0.5087 2020-07-31 15:40:03,437 - mmaction - INFO - Epoch [1][400/940] lr: 4.000e-01, eta: 10 days, 1:36:39, time: 1.588, data_time: 0.004, memory: 9059, top1_acc: 0.0287, top5_acc: 0.1018, loss_cls: 5.4151, loss: 5.4151, grad_norm: 0.5107 2020-07-31 15:40:35,394 - mmaction - INFO - Epoch [1][420/940] lr: 4.000e-01, eta: 9 days, 19:10:02, time: 1.599, data_time: 0.004, memory: 9059, top1_acc: 0.0330, top5_acc: 0.1066, loss_cls: 5.4295, loss: 5.4295, grad_norm: 0.5127 2020-07-31 15:41:07,076 - mmaction - INFO - Epoch [1][440/940] lr: 4.000e-01, eta: 9 days, 13:15:08, time: 1.580, data_time: 0.007, memory: 9059, top1_acc: 0.0305, top5_acc: 0.1119, loss_cls: 5.3960, loss: 5.3960, grad_norm: 0.5248 2020-07-31 15:41:39,509 - mmaction - INFO - Epoch [1][460/940] lr: 4.000e-01, eta: 9 days, 7:58:41, time: 1.624, data_time: 0.006, memory: 9059, top1_acc: 0.0352, top5_acc: 0.1123, loss_cls: 5.3789, loss: 5.3789, grad_norm: 0.5210 2020-07-31 15:42:12,078 - mmaction - INFO - Epoch [1][480/940] lr: 4.000e-01, eta: 9 days, 3:09:07, time: 1.628, data_time: 0.005, memory: 9059, top1_acc: 0.0312, top5_acc: 0.1143, loss_cls: 5.3772, loss: 5.3772, grad_norm: 0.5152 2020-07-31 15:42:45,081 - mmaction - INFO - Epoch [1][500/940] lr: 4.000e-01, eta: 8 days, 22:46:19, time: 1.650, data_time: 0.004, memory: 9059, top1_acc: 0.0342, top5_acc: 0.1152, loss_cls: 5.3747, loss: 5.3747, grad_norm: 0.5171 2020-07-31 15:43:16,854 - mmaction - INFO - Epoch [1][520/940] lr: 4.000e-01, eta: 8 days, 18:33:43, time: 1.586, data_time: 0.005, memory: 9059, top1_acc: 0.0357, top5_acc: 0.1141, loss_cls: 5.3569, loss: 5.3569, grad_norm: 0.5331 2020-07-31 15:43:48,581 - mmaction - INFO - Epoch [1][540/940] lr: 4.000e-01, eta: 8 days, 14:40:16, time: 1.589, data_time: 0.009, memory: 9059, top1_acc: 0.0377, top5_acc: 0.1215, loss_cls: 5.3321, loss: 5.3321, grad_norm: 0.5145 2020-07-31 15:44:20,527 - mmaction - INFO - Epoch [1][560/940] lr: 4.000e-01, eta: 8 days, 11:04:50, time: 1.599, data_time: 0.005, memory: 9059, top1_acc: 0.0355, top5_acc: 0.1178, loss_cls: 5.3186, loss: 5.3186, grad_norm: 0.5089 2020-07-31 15:44:53,212 - mmaction - INFO - Epoch [1][580/940] lr: 4.000e-01, eta: 8 days, 7:49:07, time: 1.634, data_time: 0.005, memory: 9059, top1_acc: 0.0340, top5_acc: 0.1244, loss_cls: 5.3235, loss: 5.3235, grad_norm: 0.5249 2020-07-31 15:45:26,142 - mmaction - INFO - Epoch [1][600/940] lr: 4.000e-01, eta: 8 days, 4:47:45, time: 1.644, data_time: 0.005, memory: 9059, top1_acc: 0.0369, top5_acc: 0.1225, loss_cls: 5.2856, loss: 5.2856, grad_norm: 0.5373 2020-07-31 15:45:58,385 - mmaction - INFO - Epoch [1][620/940] lr: 4.000e-01, eta: 8 days, 1:54:09, time: 1.614, data_time: 0.008, memory: 9059, top1_acc: 0.0436, top5_acc: 0.1395, loss_cls: 5.2316, loss: 5.2316, grad_norm: 0.5463 2020-07-31 15:46:31,386 - mmaction - INFO - Epoch [1][640/940] lr: 4.000e-01, eta: 7 days, 23:16:03, time: 1.651, data_time: 0.005, memory: 9059, top1_acc: 0.0436, top5_acc: 0.1412, loss_cls: 5.2259, loss: 5.2259, grad_norm: 0.5717 2020-07-31 15:47:04,674 - mmaction - INFO - Epoch [1][660/940] lr: 4.000e-01, eta: 7 days, 20:48:50, time: 1.662, data_time: 0.007, memory: 9059, top1_acc: 0.0420, top5_acc: 0.1389, loss_cls: 5.2298, loss: 5.2298, grad_norm: 0.5627 2020-07-31 15:47:36,725 - mmaction - INFO - Epoch [1][680/940] lr: 4.000e-01, eta: 7 days, 18:23:28, time: 1.605, data_time: 0.006, memory: 9059, top1_acc: 0.0441, top5_acc: 0.1373, loss_cls: 5.2196, loss: 5.2196, grad_norm: 0.5650 2020-07-31 15:48:09,929 - mmaction - INFO - Epoch [1][700/940] lr: 4.000e-01, eta: 7 days, 16:12:27, time: 1.658, data_time: 0.006, memory: 9059, top1_acc: 0.0469, top5_acc: 0.1418, loss_cls: 5.2165, loss: 5.2165, grad_norm: 0.5566 2020-07-31 15:48:42,788 - mmaction - INFO - Epoch [1][720/940] lr: 4.000e-01, eta: 7 days, 14:07:20, time: 1.646, data_time: 0.006, memory: 9059, top1_acc: 0.0420, top5_acc: 0.1418, loss_cls: 5.1994, loss: 5.1994, grad_norm: 0.5613 2020-07-31 15:49:16,012 - mmaction - INFO - Epoch [1][740/940] lr: 4.000e-01, eta: 7 days, 12:10:20, time: 1.658, data_time: 0.004, memory: 9059, top1_acc: 0.0436, top5_acc: 0.1355, loss_cls: 5.2111, loss: 5.2111, grad_norm: 0.5693 2020-07-31 15:49:48,805 - mmaction - INFO - Epoch [1][760/940] lr: 4.000e-01, eta: 7 days, 10:17:45, time: 1.642, data_time: 0.007, memory: 9059, top1_acc: 0.0490, top5_acc: 0.1457, loss_cls: 5.2184, loss: 5.2184, grad_norm: 0.5645 2020-07-31 15:50:21,423 - mmaction - INFO - Epoch [1][780/940] lr: 4.000e-01, eta: 7 days, 8:29:31, time: 1.629, data_time: 0.005, memory: 9059, top1_acc: 0.0453, top5_acc: 0.1369, loss_cls: 5.2091, loss: 5.2091, grad_norm: 0.5613 2020-07-31 15:50:54,293 - mmaction - INFO - Epoch [1][800/940] lr: 4.000e-01, eta: 7 days, 6:48:26, time: 1.646, data_time: 0.006, memory: 9059, top1_acc: 0.0496, top5_acc: 0.1570, loss_cls: 5.1418, loss: 5.1418, grad_norm: 0.5807 2020-07-31 15:51:26,076 - mmaction - INFO - Epoch [1][820/940] lr: 4.000e-01, eta: 7 days, 5:06:09, time: 1.584, data_time: 0.005, memory: 9059, top1_acc: 0.0484, top5_acc: 0.1527, loss_cls: 5.1562, loss: 5.1562, grad_norm: 0.5636 2020-07-31 15:52:00,588 - mmaction - INFO - Epoch [1][840/940] lr: 4.000e-01, eta: 7 days, 3:42:45, time: 1.731, data_time: 0.008, memory: 9059, top1_acc: 0.0523, top5_acc: 0.1586, loss_cls: 5.1179, loss: 5.1179, grad_norm: 0.5813 2020-07-31 15:52:32,973 - mmaction - INFO - Epoch [1][860/940] lr: 4.000e-01, eta: 7 days, 2:12:35, time: 1.617, data_time: 0.002, memory: 9059, top1_acc: 0.0518, top5_acc: 0.1658, loss_cls: 5.1125, loss: 5.1125, grad_norm: 0.5958 2020-07-31 15:53:06,810 - mmaction - INFO - Epoch [1][880/940] lr: 4.000e-01, eta: 7 days, 0:53:17, time: 1.692, data_time: 0.006, memory: 9059, top1_acc: 0.0535, top5_acc: 0.1727, loss_cls: 5.0876, loss: 5.0876, grad_norm: 0.5849 2020-07-31 15:53:39,757 - mmaction - INFO - Epoch [1][900/940] lr: 4.000e-01, eta: 6 days, 23:33:22, time: 1.645, data_time: 0.007, memory: 9059, top1_acc: 0.0500, top5_acc: 0.1566, loss_cls: 5.0893, loss: 5.0893, grad_norm: 0.5876 2020-07-31 15:54:12,674 - mmaction - INFO - Epoch [1][920/940] lr: 4.000e-01, eta: 6 days, 22:17:08, time: 1.648, data_time: 0.008, memory: 9059, top1_acc: 0.0518, top5_acc: 0.1689, loss_cls: 5.0829, loss: 5.0829, grad_norm: 0.6115 2020-07-31 15:54:48,302 - mmaction - INFO - Epoch [1][940/940] lr: 4.000e-01, eta: 6 days, 21:15:37, time: 1.783, data_time: 0.009, memory: 9059, top1_acc: 0.0566, top5_acc: 0.1729, loss_cls: 5.0755, loss: 5.0755, grad_norm: 0.6059 2020-07-31 16:10:55,344 - mmaction - INFO - Epoch [2][20/940] lr: 4.000e-01, eta: 9 days, 12:50:08, time: 48.327, data_time: 46.634, memory: 9063, top1_acc: 0.0557, top5_acc: 0.1580, loss_cls: 5.0797, loss: 5.0797, grad_norm: 0.6056 2020-07-31 16:11:20,835 - mmaction - INFO - Epoch [2][40/940] lr: 4.000e-01, eta: 9 days, 9:53:18, time: 1.282, data_time: 0.037, memory: 9063, top1_acc: 0.0539, top5_acc: 0.1719, loss_cls: 5.0391, loss: 5.0391, grad_norm: 0.5959 2020-07-31 16:11:46,271 - mmaction - INFO - Epoch [2][60/940] lr: 4.000e-01, eta: 9 days, 7:02:33, time: 1.270, data_time: 0.005, memory: 9063, top1_acc: 0.0580, top5_acc: 0.1729, loss_cls: 5.0322, loss: 5.0322, grad_norm: 0.6114 2020-07-31 16:12:13,773 - mmaction - INFO - Epoch [2][80/940] lr: 4.000e-01, eta: 9 days, 4:26:46, time: 1.375, data_time: 0.009, memory: 9063, top1_acc: 0.0590, top5_acc: 0.1836, loss_cls: 4.9974, loss: 4.9974, grad_norm: 0.5806 2020-07-31 16:12:42,577 - mmaction - INFO - Epoch [2][100/940] lr: 4.000e-01, eta: 9 days, 2:02:04, time: 1.442, data_time: 0.008, memory: 9063, top1_acc: 0.0578, top5_acc: 0.1730, loss_cls: 4.9967, loss: 4.9967, grad_norm: 0.6065 2020-07-31 16:13:12,540 - mmaction - INFO - Epoch [2][120/940] lr: 4.000e-01, eta: 8 days, 23:47:02, time: 1.498, data_time: 0.006, memory: 9063, top1_acc: 0.0633, top5_acc: 0.1760, loss_cls: 5.0365, loss: 5.0365, grad_norm: 0.6034 2020-07-31 16:13:42,561 - mmaction - INFO - Epoch [2][140/940] lr: 4.000e-01, eta: 8 days, 21:36:44, time: 1.495, data_time: 0.010, memory: 9063, top1_acc: 0.0605, top5_acc: 0.1904, loss_cls: 4.9676, loss: 4.9676, grad_norm: 0.6123 2020-07-31 16:14:13,456 - mmaction - INFO - Epoch [2][160/940] lr: 4.000e-01, eta: 8 days, 19:35:08, time: 1.550, data_time: 0.009, memory: 9063, top1_acc: 0.0551, top5_acc: 0.1777, loss_cls: 5.0072, loss: 5.0072, grad_norm: 0.5872 2020-07-31 16:14:45,735 - mmaction - INFO - Epoch [2][180/940] lr: 4.000e-01, eta: 8 days, 17:42:15, time: 1.611, data_time: 0.005, memory: 9063, top1_acc: 0.0654, top5_acc: 0.1820, loss_cls: 4.9889, loss: 4.9889, grad_norm: 0.6164 2020-07-31 16:15:19,484 - mmaction - INFO - Epoch [2][200/940] lr: 4.000e-01, eta: 8 days, 15:58:36, time: 1.687, data_time: 0.007, memory: 9063, top1_acc: 0.0709, top5_acc: 0.2004, loss_cls: 4.9411, loss: 4.9411, grad_norm: 0.5996 2020-07-31 16:15:51,069 - mmaction - INFO - Epoch [2][220/940] lr: 4.000e-01, eta: 8 days, 14:11:26, time: 1.584, data_time: 0.008, memory: 9063, top1_acc: 0.0617, top5_acc: 0.1852, loss_cls: 4.9525, loss: 4.9525, grad_norm: 0.6095 2020-07-31 16:16:23,678 - mmaction - INFO - Epoch [2][240/940] lr: 4.000e-01, eta: 8 days, 12:30:52, time: 1.628, data_time: 0.005, memory: 9063, top1_acc: 0.0648, top5_acc: 0.1982, loss_cls: 4.9373, loss: 4.9373, grad_norm: 0.6207 2020-07-31 16:16:56,833 - mmaction - INFO - Epoch [2][260/940] lr: 4.000e-01, eta: 8 days, 10:55:45, time: 1.660, data_time: 0.006, memory: 9063, top1_acc: 0.0672, top5_acc: 0.1979, loss_cls: 4.9636, loss: 4.9636, grad_norm: 0.6206 2020-07-31 16:17:29,774 - mmaction - INFO - Epoch [2][280/940] lr: 4.000e-01, eta: 8 days, 9:22:49, time: 1.646, data_time: 0.006, memory: 9063, top1_acc: 0.0660, top5_acc: 0.1889, loss_cls: 4.9574, loss: 4.9574, grad_norm: 0.6127 2020-07-31 16:18:03,008 - mmaction - INFO - Epoch [2][300/940] lr: 4.000e-01, eta: 8 days, 7:53:58, time: 1.663, data_time: 0.005, memory: 9063, top1_acc: 0.0676, top5_acc: 0.1939, loss_cls: 4.9295, loss: 4.9295, grad_norm: 0.6139 2020-07-31 16:18:36,625 - mmaction - INFO - Epoch [2][320/940] lr: 4.000e-01, eta: 8 days, 6:28:54, time: 1.679, data_time: 0.005, memory: 9063, top1_acc: 0.0693, top5_acc: 0.2104, loss_cls: 4.8945, loss: 4.8945, grad_norm: 0.6228 2020-07-31 16:19:10,019 - mmaction - INFO - Epoch [2][340/940] lr: 4.000e-01, eta: 8 days, 5:06:01, time: 1.671, data_time: 0.006, memory: 9063, top1_acc: 0.0734, top5_acc: 0.1969, loss_cls: 4.9113, loss: 4.9113, grad_norm: 0.6231 2020-07-31 16:19:44,070 - mmaction - INFO - Epoch [2][360/940] lr: 4.000e-01, eta: 8 days, 3:47:31, time: 1.701, data_time: 0.008, memory: 9063, top1_acc: 0.0723, top5_acc: 0.2051, loss_cls: 4.8983, loss: 4.8983, grad_norm: 0.5992 2020-07-31 16:20:17,224 - mmaction - INFO - Epoch [2][380/940] lr: 4.000e-01, eta: 8 days, 2:28:35, time: 1.655, data_time: 0.005, memory: 9063, top1_acc: 0.0766, top5_acc: 0.2086, loss_cls: 4.8679, loss: 4.8679, grad_norm: 0.6095 2020-07-31 16:20:51,777 - mmaction - INFO - Epoch [2][400/940] lr: 4.000e-01, eta: 8 days, 1:16:34, time: 1.732, data_time: 0.007, memory: 9063, top1_acc: 0.0686, top5_acc: 0.2062, loss_cls: 4.8812, loss: 4.8812, grad_norm: 0.6417 2020-07-31 16:21:25,243 - mmaction - INFO - Epoch [2][420/940] lr: 4.000e-01, eta: 8 days, 0:03:00, time: 1.670, data_time: 0.003, memory: 9063, top1_acc: 0.0701, top5_acc: 0.2041, loss_cls: 4.8772, loss: 4.8772, grad_norm: 0.6109 2020-07-31 16:21:58,119 - mmaction - INFO - Epoch [2][440/940] lr: 4.000e-01, eta: 7 days, 22:50:17, time: 1.648, data_time: 0.007, memory: 9063, top1_acc: 0.0783, top5_acc: 0.2174, loss_cls: 4.8466, loss: 4.8466, grad_norm: 0.6394 2020-07-31 16:22:29,874 - mmaction - INFO - Epoch [2][460/940] lr: 4.000e-01, eta: 7 days, 21:36:11, time: 1.587, data_time: 0.002, memory: 9063, top1_acc: 0.0674, top5_acc: 0.2045, loss_cls: 4.8533, loss: 4.8533, grad_norm: 0.6252 2020-07-31 16:23:02,869 - mmaction - INFO - Epoch [2][480/940] lr: 4.000e-01, eta: 7 days, 20:27:24, time: 1.645, data_time: 0.002, memory: 9063, top1_acc: 0.0906, top5_acc: 0.2279, loss_cls: 4.8051, loss: 4.8051, grad_norm: 0.6163 2020-07-31 16:23:35,507 - mmaction - INFO - Epoch [2][500/940] lr: 4.000e-01, eta: 7 days, 19:20:02, time: 1.636, data_time: 0.007, memory: 9063, top1_acc: 0.0777, top5_acc: 0.2158, loss_cls: 4.8013, loss: 4.8013, grad_norm: 0.6356 2020-07-31 16:24:06,493 - mmaction - INFO - Epoch [2][520/940] lr: 4.000e-01, eta: 7 days, 18:09:39, time: 1.548, data_time: 0.005, memory: 9063, top1_acc: 0.0662, top5_acc: 0.2088, loss_cls: 4.8307, loss: 4.8307, grad_norm: 0.6233 2020-07-31 16:24:37,280 - mmaction - INFO - Epoch [2][540/940] lr: 4.000e-01, eta: 7 days, 17:00:48, time: 1.541, data_time: 0.006, memory: 9063, top1_acc: 0.0758, top5_acc: 0.2098, loss_cls: 4.8331, loss: 4.8331, grad_norm: 0.6418 2020-07-31 16:25:09,964 - mmaction - INFO - Epoch [2][560/940] lr: 4.000e-01, eta: 7 days, 15:58:40, time: 1.633, data_time: 0.002, memory: 9063, top1_acc: 0.0754, top5_acc: 0.2164, loss_cls: 4.8268, loss: 4.8268, grad_norm: 0.6587 2020-07-31 16:25:42,589 - mmaction - INFO - Epoch [2][580/940] lr: 4.000e-01, eta: 7 days, 14:58:04, time: 1.631, data_time: 0.003, memory: 9063, top1_acc: 0.0785, top5_acc: 0.2195, loss_cls: 4.8220, loss: 4.8220, grad_norm: 0.6394 2020-07-31 16:26:14,370 - mmaction - INFO - Epoch [2][600/940] lr: 4.000e-01, eta: 7 days, 13:56:48, time: 1.588, data_time: 0.007, memory: 9063, top1_acc: 0.0758, top5_acc: 0.2229, loss_cls: 4.8035, loss: 4.8035, grad_norm: 0.6458 2020-07-31 16:26:45,880 - mmaction - INFO - Epoch [2][620/940] lr: 4.000e-01, eta: 7 days, 12:56:27, time: 1.576, data_time: 0.005, memory: 9063, top1_acc: 0.0775, top5_acc: 0.2283, loss_cls: 4.7830, loss: 4.7830, grad_norm: 0.6276 2020-07-31 16:27:17,360 - mmaction - INFO - Epoch [2][640/940] lr: 4.000e-01, eta: 7 days, 11:57:29, time: 1.573, data_time: 0.005, memory: 9063, top1_acc: 0.0813, top5_acc: 0.2195, loss_cls: 4.8275, loss: 4.8275, grad_norm: 0.6624 2020-07-31 16:27:48,942 - mmaction - INFO - Epoch [2][660/940] lr: 4.000e-01, eta: 7 days, 11:00:20, time: 1.581, data_time: 0.005, memory: 9063, top1_acc: 0.0773, top5_acc: 0.2215, loss_cls: 4.7691, loss: 4.7691, grad_norm: 0.6587 2020-07-31 16:28:21,870 - mmaction - INFO - Epoch [2][680/940] lr: 4.000e-01, eta: 7 days, 10:07:45, time: 1.645, data_time: 0.004, memory: 9063, top1_acc: 0.0824, top5_acc: 0.2301, loss_cls: 4.7741, loss: 4.7741, grad_norm: 0.6553 2020-07-31 16:28:53,864 - mmaction - INFO - Epoch [2][700/940] lr: 4.000e-01, eta: 7 days, 9:14:14, time: 1.600, data_time: 0.005, memory: 9063, top1_acc: 0.0814, top5_acc: 0.2229, loss_cls: 4.7724, loss: 4.7724, grad_norm: 0.6486 2020-07-31 16:29:25,817 - mmaction - INFO - Epoch [2][720/940] lr: 4.000e-01, eta: 7 days, 8:21:56, time: 1.598, data_time: 0.006, memory: 9063, top1_acc: 0.0820, top5_acc: 0.2273, loss_cls: 4.8065, loss: 4.8065, grad_norm: 0.6559 2020-07-31 16:29:57,699 - mmaction - INFO - Epoch [2][740/940] lr: 4.000e-01, eta: 7 days, 7:30:42, time: 1.595, data_time: 0.002, memory: 9063, top1_acc: 0.0824, top5_acc: 0.2205, loss_cls: 4.7906, loss: 4.7906, grad_norm: 0.6566 2020-07-31 16:30:29,594 - mmaction - INFO - Epoch [2][760/940] lr: 4.000e-01, eta: 7 days, 6:40:35, time: 1.593, data_time: 0.004, memory: 9063, top1_acc: 0.0885, top5_acc: 0.2396, loss_cls: 4.7426, loss: 4.7426, grad_norm: 0.6505 2020-07-31 16:31:01,813 - mmaction - INFO - Epoch [2][780/940] lr: 4.000e-01, eta: 7 days, 5:52:29, time: 1.612, data_time: 0.005, memory: 9063, top1_acc: 0.0932, top5_acc: 0.2371, loss_cls: 4.7213, loss: 4.7213, grad_norm: 0.6493 2020-07-31 16:31:33,411 - mmaction - INFO - Epoch [2][800/940] lr: 4.000e-01, eta: 7 days, 5:03:58, time: 1.579, data_time: 0.005, memory: 9063, top1_acc: 0.0828, top5_acc: 0.2320, loss_cls: 4.7504, loss: 4.7504, grad_norm: 0.6800 2020-07-31 16:32:06,521 - mmaction - INFO - Epoch [2][820/940] lr: 4.000e-01, eta: 7 days, 4:20:01, time: 1.655, data_time: 0.005, memory: 9063, top1_acc: 0.0852, top5_acc: 0.2279, loss_cls: 4.7735, loss: 4.7735, grad_norm: 0.6518 2020-07-31 16:32:37,978 - mmaction - INFO - Epoch [2][840/940] lr: 4.000e-01, eta: 7 days, 3:33:22, time: 1.574, data_time: 0.004, memory: 9063, top1_acc: 0.0926, top5_acc: 0.2412, loss_cls: 4.7073, loss: 4.7073, grad_norm: 0.6703 2020-07-31 16:33:09,974 - mmaction - INFO - Epoch [2][860/940] lr: 4.000e-01, eta: 7 days, 2:48:46, time: 1.597, data_time: 0.005, memory: 9063, top1_acc: 0.0822, top5_acc: 0.2332, loss_cls: 4.7489, loss: 4.7489, grad_norm: 0.6602 2020-07-31 16:33:42,071 - mmaction - INFO - Epoch [2][880/940] lr: 4.000e-01, eta: 7 days, 2:05:31, time: 1.606, data_time: 0.007, memory: 9063, top1_acc: 0.0965, top5_acc: 0.2416, loss_cls: 4.6768, loss: 4.6768, grad_norm: 0.6704 2020-07-31 16:34:13,625 - mmaction - INFO - Epoch [2][900/940] lr: 4.000e-01, eta: 7 days, 1:22:05, time: 1.580, data_time: 0.008, memory: 9063, top1_acc: 0.0852, top5_acc: 0.2369, loss_cls: 4.7380, loss: 4.7380, grad_norm: 0.6654 2020-07-31 16:34:47,085 - mmaction - INFO - Epoch [2][920/940] lr: 4.000e-01, eta: 7 days, 0:43:31, time: 1.672, data_time: 0.008, memory: 9063, top1_acc: 0.0879, top5_acc: 0.2396, loss_cls: 4.6964, loss: 4.6964, grad_norm: 0.6623 2020-07-31 16:35:16,608 - mmaction - INFO - Epoch [2][940/940] lr: 4.000e-01, eta: 6 days, 23:57:25, time: 1.475, data_time: 0.005, memory: 9063, top1_acc: 0.0862, top5_acc: 0.2334, loss_cls: 4.7062, loss: 4.7062, grad_norm: 0.6912 2020-07-31 16:49:32,694 - mmaction - INFO - Epoch [3][20/940] lr: 3.999e-01, eta: 8 days, 4:02:29, time: 42.784, data_time: 41.425, memory: 9063, top1_acc: 0.0865, top5_acc: 0.2400, loss_cls: 4.7018, loss: 4.7018, grad_norm: 0.6727 2020-07-31 16:49:58,066 - mmaction - INFO - Epoch [3][40/940] lr: 3.999e-01, eta: 8 days, 2:51:36, time: 1.270, data_time: 0.005, memory: 9063, top1_acc: 0.0881, top5_acc: 0.2416, loss_cls: 4.7238, loss: 4.7238, grad_norm: 0.6883 2020-07-31 16:50:25,131 - mmaction - INFO - Epoch [3][60/940] lr: 3.999e-01, eta: 8 days, 1:45:25, time: 1.349, data_time: 0.005, memory: 9063, top1_acc: 0.0951, top5_acc: 0.2539, loss_cls: 4.6524, loss: 4.6524, grad_norm: 0.6783 2020-07-31 16:50:53,464 - mmaction - INFO - Epoch [3][80/940] lr: 3.999e-01, eta: 8 days, 0:43:31, time: 1.421, data_time: 0.007, memory: 9063, top1_acc: 0.0895, top5_acc: 0.2518, loss_cls: 4.6617, loss: 4.6617, grad_norm: 0.6635 2020-07-31 16:51:23,130 - mmaction - INFO - Epoch [3][100/940] lr: 3.999e-01, eta: 7 days, 23:45:14, time: 1.480, data_time: 0.007, memory: 9063, top1_acc: 0.0955, top5_acc: 0.2502, loss_cls: 4.6807, loss: 4.6807, grad_norm: 0.6816 2020-07-31 16:51:52,307 - mmaction - INFO - Epoch [3][120/940] lr: 3.999e-01, eta: 7 days, 22:47:22, time: 1.462, data_time: 0.006, memory: 9063, top1_acc: 0.0924, top5_acc: 0.2594, loss_cls: 4.6283, loss: 4.6283, grad_norm: 0.6796 2020-07-31 16:52:23,424 - mmaction - INFO - Epoch [3][140/940] lr: 3.999e-01, eta: 7 days, 21:54:17, time: 1.554, data_time: 0.002, memory: 9063, top1_acc: 0.0957, top5_acc: 0.2535, loss_cls: 4.6599, loss: 4.6599, grad_norm: 0.6861 2020-07-31 16:52:54,257 - mmaction - INFO - Epoch [3][160/940] lr: 3.999e-01, eta: 7 days, 21:01:44, time: 1.542, data_time: 0.005, memory: 9063, top1_acc: 0.0943, top5_acc: 0.2576, loss_cls: 4.6156, loss: 4.6156, grad_norm: 0.6902 2020-07-31 16:53:25,401 - mmaction - INFO - Epoch [3][180/940] lr: 3.999e-01, eta: 7 days, 20:10:51, time: 1.558, data_time: 0.005, memory: 9063, top1_acc: 0.0994, top5_acc: 0.2652, loss_cls: 4.6061, loss: 4.6061, grad_norm: 0.7125 2020-07-31 16:53:56,361 - mmaction - INFO - Epoch [3][200/940] lr: 3.999e-01, eta: 7 days, 19:20:28, time: 1.547, data_time: 0.005, memory: 9063, top1_acc: 0.0982, top5_acc: 0.2551, loss_cls: 4.6169, loss: 4.6169, grad_norm: 0.7019 2020-07-31 16:54:27,488 - mmaction - INFO - Epoch [3][220/940] lr: 3.999e-01, eta: 7 days, 18:31:29, time: 1.558, data_time: 0.006, memory: 9063, top1_acc: 0.0965, top5_acc: 0.2508, loss_cls: 4.6522, loss: 4.6522, grad_norm: 0.6831 2020-07-31 16:55:00,422 - mmaction - INFO - Epoch [3][240/940] lr: 3.999e-01, eta: 7 days, 17:46:37, time: 1.644, data_time: 0.008, memory: 9063, top1_acc: 0.1012, top5_acc: 0.2650, loss_cls: 4.5884, loss: 4.5884, grad_norm: 0.7129 2020-07-31 16:55:31,196 - mmaction - INFO - Epoch [3][260/940] lr: 3.999e-01, eta: 7 days, 16:58:42, time: 1.539, data_time: 0.008, memory: 9063, top1_acc: 0.0965, top5_acc: 0.2582, loss_cls: 4.6331, loss: 4.6331, grad_norm: 0.7287 2020-07-31 16:56:03,127 - mmaction - INFO - Epoch [3][280/940] lr: 3.999e-01, eta: 7 days, 16:13:52, time: 1.599, data_time: 0.007, memory: 9063, top1_acc: 0.0953, top5_acc: 0.2584, loss_cls: 4.6016, loss: 4.6016, grad_norm: 0.7005 2020-07-31 16:56:34,366 - mmaction - INFO - Epoch [3][300/940] lr: 3.999e-01, eta: 7 days, 15:28:28, time: 1.561, data_time: 0.002, memory: 9063, top1_acc: 0.0977, top5_acc: 0.2662, loss_cls: 4.5972, loss: 4.5972, grad_norm: 0.6804 2020-07-31 16:57:06,960 - mmaction - INFO - Epoch [3][320/940] lr: 3.999e-01, eta: 7 days, 14:46:15, time: 1.627, data_time: 0.005, memory: 9063, top1_acc: 0.0969, top5_acc: 0.2645, loss_cls: 4.5978, loss: 4.5978, grad_norm: 0.6956 2020-07-31 16:57:38,677 - mmaction - INFO - Epoch [3][340/940] lr: 3.999e-01, eta: 7 days, 14:03:25, time: 1.588, data_time: 0.005, memory: 9063, top1_acc: 0.1045, top5_acc: 0.2732, loss_cls: 4.5797, loss: 4.5797, grad_norm: 0.6954 2020-07-31 16:58:10,615 - mmaction - INFO - Epoch [3][360/940] lr: 3.999e-01, eta: 7 days, 13:21:35, time: 1.596, data_time: 0.007, memory: 9063, top1_acc: 0.1053, top5_acc: 0.2709, loss_cls: 4.5514, loss: 4.5514, grad_norm: 0.7231 2020-07-31 16:58:42,612 - mmaction - INFO - Epoch [3][380/940] lr: 3.999e-01, eta: 7 days, 12:40:40, time: 1.601, data_time: 0.005, memory: 9063, top1_acc: 0.0898, top5_acc: 0.2562, loss_cls: 4.6341, loss: 4.6341, grad_norm: 0.7298 2020-07-31 16:59:14,117 - mmaction - INFO - Epoch [3][400/940] lr: 3.999e-01, eta: 7 days, 11:59:25, time: 1.571, data_time: 0.008, memory: 9063, top1_acc: 0.1064, top5_acc: 0.2852, loss_cls: 4.5270, loss: 4.5270, grad_norm: 0.6845 2020-07-31 16:59:46,894 - mmaction - INFO - Epoch [3][420/940] lr: 3.999e-01, eta: 7 days, 11:21:24, time: 1.644, data_time: 0.007, memory: 9063, top1_acc: 0.1027, top5_acc: 0.2662, loss_cls: 4.5603, loss: 4.5603, grad_norm: 0.7125 2020-07-31 17:00:23,056 - mmaction - INFO - Epoch [3][440/940] lr: 3.999e-01, eta: 7 days, 10:48:09, time: 1.764, data_time: 0.008, memory: 9063, top1_acc: 0.1141, top5_acc: 0.2820, loss_cls: 4.4810, loss: 4.4810, grad_norm: 0.7128 2020-07-31 17:00:53,833 - mmaction - INFO - Epoch [3][460/940] lr: 3.999e-01, eta: 7 days, 10:09:17, time: 1.583, data_time: 0.055, memory: 9063, top1_acc: 0.1025, top5_acc: 0.2793, loss_cls: 4.5255, loss: 4.5255, grad_norm: 0.7209 2020-07-31 17:01:25,382 - mmaction - INFO - Epoch [3][480/940] lr: 3.999e-01, eta: 7 days, 9:30:51, time: 1.576, data_time: 0.006, memory: 9063, top1_acc: 0.1051, top5_acc: 0.2879, loss_cls: 4.5232, loss: 4.5232, grad_norm: 0.7096 2020-07-31 17:01:57,717 - mmaction - INFO - Epoch [3][500/940] lr: 3.999e-01, eta: 7 days, 8:54:26, time: 1.617, data_time: 0.005, memory: 9063, top1_acc: 0.1020, top5_acc: 0.2631, loss_cls: 4.5909, loss: 4.5909, grad_norm: 0.7261 2020-07-31 17:02:30,140 - mmaction - INFO - Epoch [3][520/940] lr: 3.999e-01, eta: 7 days, 8:18:40, time: 1.619, data_time: 0.005, memory: 9063, top1_acc: 0.1053, top5_acc: 0.2818, loss_cls: 4.5541, loss: 4.5541, grad_norm: 0.7256 2020-07-31 17:03:01,443 - mmaction - INFO - Epoch [3][540/940] lr: 3.999e-01, eta: 7 days, 7:41:47, time: 1.567, data_time: 0.005, memory: 9063, top1_acc: 0.1133, top5_acc: 0.2828, loss_cls: 4.5206, loss: 4.5206, grad_norm: 0.7271 2020-07-31 17:03:33,448 - mmaction - INFO - Epoch [3][560/940] lr: 3.999e-01, eta: 7 days, 7:06:30, time: 1.598, data_time: 0.005, memory: 9063, top1_acc: 0.1059, top5_acc: 0.2768, loss_cls: 4.5360, loss: 4.5360, grad_norm: 0.7187 2020-07-31 17:04:07,042 - mmaction - INFO - Epoch [3][580/940] lr: 3.999e-01, eta: 7 days, 6:34:29, time: 1.682, data_time: 0.008, memory: 9063, top1_acc: 0.1080, top5_acc: 0.2766, loss_cls: 4.5020, loss: 4.5020, grad_norm: 0.7006 2020-07-31 17:04:38,085 - mmaction - INFO - Epoch [3][600/940] lr: 3.999e-01, eta: 7 days, 5:58:50, time: 1.552, data_time: 0.004, memory: 9063, top1_acc: 0.1096, top5_acc: 0.2838, loss_cls: 4.4997, loss: 4.4997, grad_norm: 0.7372 2020-07-31 17:05:10,118 - mmaction - INFO - Epoch [3][620/940] lr: 3.999e-01, eta: 7 days, 5:25:18, time: 1.601, data_time: 0.004, memory: 9063, top1_acc: 0.1121, top5_acc: 0.2836, loss_cls: 4.5295, loss: 4.5295, grad_norm: 0.7323 2020-07-31 17:05:41,889 - mmaction - INFO - Epoch [3][640/940] lr: 3.999e-01, eta: 7 days, 4:51:52, time: 1.588, data_time: 0.003, memory: 9063, top1_acc: 0.1150, top5_acc: 0.2740, loss_cls: 4.5429, loss: 4.5429, grad_norm: 0.7211 2020-07-31 17:06:13,282 - mmaction - INFO - Epoch [3][660/940] lr: 3.999e-01, eta: 7 days, 4:18:22, time: 1.569, data_time: 0.007, memory: 9063, top1_acc: 0.1139, top5_acc: 0.2900, loss_cls: 4.4787, loss: 4.4787, grad_norm: 0.7249 2020-07-31 17:06:46,381 - mmaction - INFO - Epoch [3][680/940] lr: 3.999e-01, eta: 7 days, 3:48:05, time: 1.656, data_time: 0.005, memory: 9063, top1_acc: 0.1146, top5_acc: 0.2910, loss_cls: 4.4798, loss: 4.4798, grad_norm: 0.7352 2020-07-31 17:07:18,484 - mmaction - INFO - Epoch [3][700/940] lr: 3.999e-01, eta: 7 days, 3:16:37, time: 1.603, data_time: 0.005, memory: 9063, top1_acc: 0.1193, top5_acc: 0.3000, loss_cls: 4.4504, loss: 4.4504, grad_norm: 0.7511 2020-07-31 17:07:51,588 - mmaction - INFO - Epoch [3][720/940] lr: 3.999e-01, eta: 7 days, 2:47:18, time: 1.658, data_time: 0.006, memory: 9063, top1_acc: 0.1154, top5_acc: 0.2891, loss_cls: 4.4908, loss: 4.4908, grad_norm: 0.7504 2020-07-31 17:08:23,634 - mmaction - INFO - Epoch [3][740/940] lr: 3.999e-01, eta: 7 days, 2:16:39, time: 1.599, data_time: 0.004, memory: 9063, top1_acc: 0.1195, top5_acc: 0.2902, loss_cls: 4.4693, loss: 4.4693, grad_norm: 0.7324 2020-07-31 17:08:56,058 - mmaction - INFO - Epoch [3][760/940] lr: 3.999e-01, eta: 7 days, 1:47:11, time: 1.623, data_time: 0.006, memory: 9063, top1_acc: 0.1180, top5_acc: 0.2889, loss_cls: 4.4833, loss: 4.4833, grad_norm: 0.7329 2020-07-31 17:09:29,243 - mmaction - INFO - Epoch [3][780/940] lr: 3.999e-01, eta: 7 days, 1:19:12, time: 1.659, data_time: 0.008, memory: 9063, top1_acc: 0.1242, top5_acc: 0.3068, loss_cls: 4.4381, loss: 4.4381, grad_norm: 0.7630 2020-07-31 17:10:01,309 - mmaction - INFO - Epoch [3][800/940] lr: 3.999e-01, eta: 7 days, 0:49:54, time: 1.600, data_time: 0.005, memory: 9063, top1_acc: 0.1166, top5_acc: 0.2939, loss_cls: 4.4410, loss: 4.4410, grad_norm: 0.7425 2020-07-31 17:10:33,677 - mmaction - INFO - Epoch [3][820/940] lr: 3.999e-01, eta: 7 days, 0:21:37, time: 1.620, data_time: 0.007, memory: 9063, top1_acc: 0.1221, top5_acc: 0.2959, loss_cls: 4.4523, loss: 4.4523, grad_norm: 0.7269 2020-07-31 17:11:05,336 - mmaction - INFO - Epoch [3][840/940] lr: 3.999e-01, eta: 6 days, 23:52:40, time: 1.584, data_time: 0.007, memory: 9063, top1_acc: 0.1113, top5_acc: 0.2889, loss_cls: 4.4746, loss: 4.4746, grad_norm: 0.7338 2020-07-31 17:11:37,729 - mmaction - INFO - Epoch [3][860/940] lr: 3.999e-01, eta: 6 days, 23:25:12, time: 1.620, data_time: 0.005, memory: 9063, top1_acc: 0.1090, top5_acc: 0.2869, loss_cls: 4.4976, loss: 4.4976, grad_norm: 0.7453 2020-07-31 17:12:10,236 - mmaction - INFO - Epoch [3][880/940] lr: 3.999e-01, eta: 6 days, 22:58:15, time: 1.624, data_time: 0.008, memory: 9063, top1_acc: 0.1166, top5_acc: 0.3070, loss_cls: 4.4243, loss: 4.4243, grad_norm: 0.7480 2020-07-31 17:12:42,476 - mmaction - INFO - Epoch [3][900/940] lr: 3.999e-01, eta: 6 days, 22:31:18, time: 1.612, data_time: 0.005, memory: 9063, top1_acc: 0.1187, top5_acc: 0.3004, loss_cls: 4.4240, loss: 4.4240, grad_norm: 0.7693 2020-07-31 17:13:14,699 - mmaction - INFO - Epoch [3][920/940] lr: 3.999e-01, eta: 6 days, 22:04:46, time: 1.612, data_time: 0.007, memory: 9063, top1_acc: 0.1293, top5_acc: 0.3109, loss_cls: 4.4015, loss: 4.4015, grad_norm: 0.7534 2020-07-31 17:13:46,608 - mmaction - INFO - Epoch [3][940/940] lr: 3.999e-01, eta: 6 days, 21:38:05, time: 1.594, data_time: 0.005, memory: 9063, top1_acc: 0.1149, top5_acc: 0.2997, loss_cls: 4.4409, loss: 4.4409, grad_norm: 0.7604 2020-07-31 17:53:18,574 - mmaction - INFO - Epoch [4][20/940] lr: 3.999e-01, eta: 9 days, 3:36:38, time: 118.570, data_time: 104.771, memory: 9063, top1_acc: 0.1203, top5_acc: 0.3012, loss_cls: 4.4169, loss: 4.4169, grad_norm: 0.7491 2020-07-31 17:53:43,151 - mmaction - INFO - Epoch [4][40/940] lr: 3.999e-01, eta: 9 days, 2:37:33, time: 1.233, data_time: 0.012, memory: 9063, top1_acc: 0.1187, top5_acc: 0.2988, loss_cls: 4.4350, loss: 4.4350, grad_norm: 0.7567 2020-07-31 17:54:08,435 - mmaction - INFO - Epoch [4][60/940] lr: 3.999e-01, eta: 9 days, 1:40:12, time: 1.266, data_time: 0.005, memory: 9063, top1_acc: 0.1283, top5_acc: 0.3088, loss_cls: 4.3968, loss: 4.3968, grad_norm: 0.7557 2020-07-31 17:54:36,204 - mmaction - INFO - Epoch [4][80/940] lr: 3.999e-01, eta: 9 days, 0:46:56, time: 1.387, data_time: 0.008, memory: 9063, top1_acc: 0.1266, top5_acc: 0.3023, loss_cls: 4.4087, loss: 4.4087, grad_norm: 0.7626 2020-07-31 17:55:04,851 - mmaction - INFO - Epoch [4][100/940] lr: 3.999e-01, eta: 8 days, 23:55:37, time: 1.432, data_time: 0.004, memory: 9063, top1_acc: 0.1295, top5_acc: 0.3268, loss_cls: 4.3553, loss: 4.3553, grad_norm: 0.7730 2020-07-31 17:55:35,732 - mmaction - INFO - Epoch [4][120/940] lr: 3.999e-01, eta: 8 days, 23:08:05, time: 1.546, data_time: 0.005, memory: 9063, top1_acc: 0.1361, top5_acc: 0.3129, loss_cls: 4.3739, loss: 4.3739, grad_norm: 0.7652 2020-07-31 17:56:06,457 - mmaction - INFO - Epoch [4][140/940] lr: 3.999e-01, eta: 8 days, 22:20:56, time: 1.537, data_time: 0.006, memory: 9063, top1_acc: 0.1205, top5_acc: 0.3113, loss_cls: 4.3915, loss: 4.3915, grad_norm: 0.7585 2020-07-31 17:56:37,016 - mmaction - INFO - Epoch [4][160/940] lr: 3.999e-01, eta: 8 days, 21:34:05, time: 1.526, data_time: 0.002, memory: 9063, top1_acc: 0.1211, top5_acc: 0.3055, loss_cls: 4.3888, loss: 4.3888, grad_norm: 0.7585 2020-07-31 17:57:08,687 - mmaction - INFO - Epoch [4][180/940] lr: 3.999e-01, eta: 8 days, 20:49:23, time: 1.583, data_time: 0.006, memory: 9063, top1_acc: 0.1355, top5_acc: 0.3250, loss_cls: 4.3429, loss: 4.3429, grad_norm: 0.7646 2020-07-31 17:57:40,254 - mmaction - INFO - Epoch [4][200/940] lr: 3.999e-01, eta: 8 days, 20:05:12, time: 1.581, data_time: 0.007, memory: 9063, top1_acc: 0.1244, top5_acc: 0.2982, loss_cls: 4.4063, loss: 4.4063, grad_norm: 0.7626 2020-07-31 17:58:10,943 - mmaction - INFO - Epoch [4][220/940] lr: 3.999e-01, eta: 8 days, 19:20:22, time: 1.533, data_time: 0.006, memory: 9063, top1_acc: 0.1219, top5_acc: 0.3139, loss_cls: 4.3564, loss: 4.3564, grad_norm: 0.7829 2020-07-31 17:58:42,767 - mmaction - INFO - Epoch [4][240/940] lr: 3.999e-01, eta: 8 days, 18:37:39, time: 1.592, data_time: 0.005, memory: 9063, top1_acc: 0.1273, top5_acc: 0.3186, loss_cls: 4.3900, loss: 4.3900, grad_norm: 0.7653 2020-07-31 17:59:15,376 - mmaction - INFO - Epoch [4][260/940] lr: 3.999e-01, eta: 8 days, 17:56:23, time: 1.628, data_time: 0.005, memory: 9063, top1_acc: 0.1262, top5_acc: 0.3178, loss_cls: 4.3652, loss: 4.3652, grad_norm: 0.7543 2020-07-31 17:59:47,813 - mmaction - INFO - Epoch [4][280/940] lr: 3.999e-01, eta: 8 days, 17:15:33, time: 1.624, data_time: 0.007, memory: 9063, top1_acc: 0.1320, top5_acc: 0.3236, loss_cls: 4.3257, loss: 4.3257, grad_norm: 0.7726 2020-07-31 18:13:39,607 - mmaction - INFO - Epoch [4][300/940] lr: 3.999e-01, eta: 9 days, 9:29:08, time: 41.580, data_time: 39.717, memory: 9063, top1_acc: 0.1268, top5_acc: 0.3145, loss_cls: 4.3622, loss: 4.3622, grad_norm: 0.7771 2020-07-31 18:49:38,162 - mmaction - INFO - Epoch [4][320/940] lr: 3.999e-01, eta: 11 days, 5:23:10, time: 107.937, data_time: 0.023, memory: 9063, top1_acc: 0.1313, top5_acc: 0.3197, loss_cls: 4.3483, loss: 4.3483, grad_norm: 0.7836 2020-07-31 18:50:02,794 - mmaction - INFO - Epoch [4][340/940] lr: 3.999e-01, eta: 11 days, 4:10:23, time: 1.232, data_time: 0.005, memory: 9063, top1_acc: 0.1301, top5_acc: 0.3252, loss_cls: 4.3285, loss: 4.3285, grad_norm: 0.7711 2020-07-31 18:50:29,428 - mmaction - INFO - Epoch [4][360/940] lr: 3.999e-01, eta: 11 days, 3:00:54, time: 1.328, data_time: 0.007, memory: 9063, top1_acc: 0.1357, top5_acc: 0.3295, loss_cls: 4.3023, loss: 4.3023, grad_norm: 0.8089 2020-07-31 18:50:58,774 - mmaction - INFO - Epoch [4][380/940] lr: 3.999e-01, eta: 11 days, 1:55:50, time: 1.472, data_time: 0.007, memory: 9063, top1_acc: 0.1334, top5_acc: 0.3143, loss_cls: 4.3472, loss: 4.3472, grad_norm: 0.7773 2020-07-31 18:51:27,971 - mmaction - INFO - Epoch [4][400/940] lr: 3.999e-01, eta: 11 days, 0:51:14, time: 1.458, data_time: 0.005, memory: 9063, top1_acc: 0.1367, top5_acc: 0.3180, loss_cls: 4.3303, loss: 4.3303, grad_norm: 0.7633 2020-07-31 18:51:59,763 - mmaction - INFO - Epoch [4][420/940] lr: 3.999e-01, eta: 10 days, 23:50:39, time: 1.591, data_time: 0.005, memory: 9063, top1_acc: 0.1340, top5_acc: 0.3281, loss_cls: 4.3524, loss: 4.3524, grad_norm: 0.7872 2020-07-31 18:52:32,209 - mmaction - INFO - Epoch [4][440/940] lr: 3.999e-01, eta: 10 days, 22:51:34, time: 1.622, data_time: 0.006, memory: 9063, top1_acc: 0.1375, top5_acc: 0.3324, loss_cls: 4.2900, loss: 4.2900, grad_norm: 0.8024 2020-07-31 18:53:03,917 - mmaction - INFO - Epoch [4][460/940] lr: 3.999e-01, eta: 10 days, 21:52:20, time: 1.586, data_time: 0.005, memory: 9063, top1_acc: 0.1281, top5_acc: 0.3119, loss_cls: 4.3830, loss: 4.3830, grad_norm: 0.7799 2020-07-31 18:53:35,875 - mmaction - INFO - Epoch [4][480/940] lr: 3.999e-01, eta: 10 days, 20:53:58, time: 1.592, data_time: 0.007, memory: 9063, top1_acc: 0.1359, top5_acc: 0.3281, loss_cls: 4.3002, loss: 4.3002, grad_norm: 0.7689 2020-07-31 18:54:08,446 - mmaction - INFO - Epoch [4][500/940] lr: 3.999e-01, eta: 10 days, 19:57:19, time: 1.635, data_time: 0.009, memory: 9063, top1_acc: 0.1357, top5_acc: 0.3215, loss_cls: 4.3414, loss: 4.3414, grad_norm: 0.7850 2020-07-31 18:54:40,458 - mmaction - INFO - Epoch [4][520/940] lr: 3.999e-01, eta: 10 days, 19:00:30, time: 1.600, data_time: 0.004, memory: 9063, top1_acc: 0.1352, top5_acc: 0.3262, loss_cls: 4.3248, loss: 4.3248, grad_norm: 0.7814 2020-07-31 18:55:12,288 - mmaction - INFO - Epoch [4][540/940] lr: 3.999e-01, eta: 10 days, 18:04:07, time: 1.590, data_time: 0.003, memory: 9063, top1_acc: 0.1322, top5_acc: 0.3275, loss_cls: 4.3132, loss: 4.3132, grad_norm: 0.7913 2020-07-31 18:55:44,354 - mmaction - INFO - Epoch [4][560/940] lr: 3.999e-01, eta: 10 days, 17:08:45, time: 1.605, data_time: 0.004, memory: 9063, top1_acc: 0.1291, top5_acc: 0.3197, loss_cls: 4.3284, loss: 4.3284, grad_norm: 0.7922 2020-07-31 18:56:16,642 - mmaction - INFO - Epoch [4][580/940] lr: 3.999e-01, eta: 10 days, 16:14:14, time: 1.614, data_time: 0.007, memory: 9063, top1_acc: 0.1352, top5_acc: 0.3260, loss_cls: 4.3290, loss: 4.3290, grad_norm: 0.7852 2020-07-31 18:56:49,248 - mmaction - INFO - Epoch [4][600/940] lr: 3.999e-01, eta: 10 days, 15:20:45, time: 1.631, data_time: 0.005, memory: 9063, top1_acc: 0.1346, top5_acc: 0.3264, loss_cls: 4.3298, loss: 4.3298, grad_norm: 0.7846 2020-07-31 18:57:21,396 - mmaction - INFO - Epoch [4][620/940] lr: 3.999e-01, eta: 10 days, 14:27:17, time: 1.605, data_time: 0.009, memory: 9063, top1_acc: 0.1412, top5_acc: 0.3350, loss_cls: 4.2801, loss: 4.2801, grad_norm: 0.7984 2020-07-31 18:57:55,092 - mmaction - INFO - Epoch [4][640/940] lr: 3.999e-01, eta: 10 days, 13:36:13, time: 1.684, data_time: 0.007, memory: 9063, top1_acc: 0.1324, top5_acc: 0.3176, loss_cls: 4.3409, loss: 4.3409, grad_norm: 0.7966 2020-07-31 18:58:27,407 - mmaction - INFO - Epoch [4][660/940] lr: 3.999e-01, eta: 10 days, 12:44:15, time: 1.618, data_time: 0.009, memory: 9063, top1_acc: 0.1367, top5_acc: 0.3322, loss_cls: 4.3096, loss: 4.3096, grad_norm: 0.7712 2020-07-31 18:58:59,786 - mmaction - INFO - Epoch [4][680/940] lr: 3.999e-01, eta: 10 days, 11:52:55, time: 1.620, data_time: 0.007, memory: 9063, top1_acc: 0.1443, top5_acc: 0.3477, loss_cls: 4.2428, loss: 4.2428, grad_norm: 0.8058 2020-07-31 18:59:32,562 - mmaction - INFO - Epoch [4][700/940] lr: 3.999e-01, eta: 10 days, 11:02:32, time: 1.637, data_time: 0.005, memory: 9063, top1_acc: 0.1395, top5_acc: 0.3332, loss_cls: 4.2796, loss: 4.2796, grad_norm: 0.8078 2020-07-31 19:00:07,563 - mmaction - INFO - Epoch [4][720/940] lr: 3.999e-01, eta: 10 days, 10:13:46, time: 1.683, data_time: 0.006, memory: 9063, top1_acc: 0.1385, top5_acc: 0.3361, loss_cls: 4.2705, loss: 4.2705, grad_norm: 0.8089 2020-07-31 19:00:41,648 - mmaction - INFO - Epoch [4][740/940] lr: 3.999e-01, eta: 10 days, 9:27:30, time: 1.772, data_time: 0.079, memory: 9063, top1_acc: 0.1369, top5_acc: 0.3264, loss_cls: 4.2867, loss: 4.2867, grad_norm: 0.7966 2020-07-31 19:01:13,884 - mmaction - INFO - Epoch [4][760/940] lr: 3.999e-01, eta: 10 days, 8:38:11, time: 1.611, data_time: 0.005, memory: 9063, top1_acc: 0.1365, top5_acc: 0.3480, loss_cls: 4.2708, loss: 4.2708, grad_norm: 0.7995 2020-07-31 19:01:46,231 - mmaction - INFO - Epoch [4][780/940] lr: 3.999e-01, eta: 10 days, 7:49:32, time: 1.616, data_time: 0.005, memory: 9063, top1_acc: 0.1332, top5_acc: 0.3400, loss_cls: 4.2665, loss: 4.2665, grad_norm: 0.7826 2020-07-31 19:02:19,785 - mmaction - INFO - Epoch [4][800/940] lr: 3.999e-01, eta: 10 days, 7:02:47, time: 1.679, data_time: 0.007, memory: 9063, top1_acc: 0.1389, top5_acc: 0.3359, loss_cls: 4.2887, loss: 4.2887, grad_norm: 0.7773 2020-07-31 19:02:52,668 - mmaction - INFO - Epoch [4][820/940] lr: 3.999e-01, eta: 10 days, 6:15:48, time: 1.645, data_time: 0.009, memory: 9063, top1_acc: 0.1389, top5_acc: 0.3494, loss_cls: 4.2400, loss: 4.2400, grad_norm: 0.7952 2020-07-31 19:03:25,146 - mmaction - INFO - Epoch [4][840/940] lr: 3.999e-01, eta: 10 days, 5:28:49, time: 1.622, data_time: 0.001, memory: 9063, top1_acc: 0.1389, top5_acc: 0.3412, loss_cls: 4.2726, loss: 4.2726, grad_norm: 0.8146 2020-07-31 19:03:58,660 - mmaction - INFO - Epoch [4][860/940] lr: 3.999e-01, eta: 10 days, 4:43:32, time: 1.677, data_time: 0.007, memory: 9063, top1_acc: 0.1428, top5_acc: 0.3332, loss_cls: 4.2801, loss: 4.2801, grad_norm: 0.7862 2020-07-31 19:04:31,286 - mmaction - INFO - Epoch [4][880/940] lr: 3.999e-01, eta: 10 days, 3:57:43, time: 1.629, data_time: 0.005, memory: 9063, top1_acc: 0.1445, top5_acc: 0.3410, loss_cls: 4.2452, loss: 4.2452, grad_norm: 0.8017 2020-07-31 19:05:03,937 - mmaction - INFO - Epoch [4][900/940] lr: 3.999e-01, eta: 10 days, 3:12:28, time: 1.634, data_time: 0.006, memory: 9063, top1_acc: 0.1457, top5_acc: 0.3422, loss_cls: 4.2215, loss: 4.2215, grad_norm: 0.8029 2020-07-31 19:05:36,942 - mmaction - INFO - Epoch [4][920/940] lr: 3.999e-01, eta: 10 days, 2:28:04, time: 1.651, data_time: 0.003, memory: 9063, top1_acc: 0.1395, top5_acc: 0.3398, loss_cls: 4.2387, loss: 4.2387, grad_norm: 0.7937 2020-07-31 19:06:08,802 - mmaction - INFO - Epoch [4][940/940] lr: 3.999e-01, eta: 10 days, 1:42:53, time: 1.592, data_time: 0.005, memory: 9063, top1_acc: 0.1439, top5_acc: 0.3462, loss_cls: 4.2046, loss: 4.2046, grad_norm: 0.8144 2020-07-31 19:06:09,213 - mmaction - INFO - Saving checkpoint at 4 epochs 2020-07-31 19:18:11,093 - mmaction - INFO - Epoch [5][20/940] lr: 3.998e-01, eta: 10 days, 12:55:57, time: 35.956, data_time: 25.977, memory: 9063, top1_acc: 0.1500, top5_acc: 0.3480, loss_cls: 4.1991, loss: 4.1991, grad_norm: 0.8229 2020-07-31 19:18:36,082 - mmaction - INFO - Epoch [5][40/940] lr: 3.998e-01, eta: 10 days, 12:00:47, time: 1.250, data_time: 0.007, memory: 9063, top1_acc: 0.1512, top5_acc: 0.3563, loss_cls: 4.1863, loss: 4.1863, grad_norm: 0.8362 2020-07-31 19:19:01,804 - mmaction - INFO - Epoch [5][60/940] lr: 3.998e-01, eta: 10 days, 11:06:58, time: 1.288, data_time: 0.009, memory: 9063, top1_acc: 0.1439, top5_acc: 0.3480, loss_cls: 4.2301, loss: 4.2301, grad_norm: 0.7798 2020-07-31 19:19:28,648 - mmaction - INFO - Epoch [5][80/940] lr: 3.998e-01, eta: 10 days, 10:14:51, time: 1.344, data_time: 0.006, memory: 9063, top1_acc: 0.1484, top5_acc: 0.3412, loss_cls: 4.1960, loss: 4.1960, grad_norm: 0.8166 2020-07-31 19:19:56,375 - mmaction - INFO - Epoch [5][100/940] lr: 3.998e-01, eta: 10 days, 9:24:00, time: 1.380, data_time: 0.005, memory: 9063, top1_acc: 0.1531, top5_acc: 0.3563, loss_cls: 4.1748, loss: 4.1748, grad_norm: 0.8258 2020-07-31 19:20:24,833 - mmaction - INFO - Epoch [5][120/940] lr: 3.998e-01, eta: 10 days, 8:34:42, time: 1.430, data_time: 0.009, memory: 9063, top1_acc: 0.1500, top5_acc: 0.3586, loss_cls: 4.1899, loss: 4.1899, grad_norm: 0.8155 2020-07-31 19:20:53,834 - mmaction - INFO - Epoch [5][140/940] lr: 3.998e-01, eta: 10 days, 7:46:17, time: 1.449, data_time: 0.002, memory: 9063, top1_acc: 0.1449, top5_acc: 0.3490, loss_cls: 4.2280, loss: 4.2280, grad_norm: 0.8145 2020-07-31 19:21:23,537 - mmaction - INFO - Epoch [5][160/940] lr: 3.998e-01, eta: 10 days, 6:59:02, time: 1.483, data_time: 0.006, memory: 9063, top1_acc: 0.1555, top5_acc: 0.3627, loss_cls: 4.1888, loss: 4.1888, grad_norm: 0.8401 2020-07-31 19:21:55,099 - mmaction - INFO - Epoch [5][180/940] lr: 3.998e-01, eta: 10 days, 6:14:11, time: 1.579, data_time: 0.007, memory: 9063, top1_acc: 0.1596, top5_acc: 0.3660, loss_cls: 4.1573, loss: 4.1573, grad_norm: 0.8327 2020-07-31 19:22:25,784 - mmaction - INFO - Epoch [5][200/940] lr: 3.998e-01, eta: 10 days, 5:28:55, time: 1.536, data_time: 0.006, memory: 9063, top1_acc: 0.1549, top5_acc: 0.3549, loss_cls: 4.1783, loss: 4.1783, grad_norm: 0.8268 2020-07-31 19:22:58,352 - mmaction - INFO - Epoch [5][220/940] lr: 3.998e-01, eta: 10 days, 4:45:57, time: 1.629, data_time: 0.009, memory: 9063, top1_acc: 0.1479, top5_acc: 0.3574, loss_cls: 4.1780, loss: 4.1780, grad_norm: 0.8064 2020-07-31 19:23:30,318 - mmaction - INFO - Epoch [5][240/940] lr: 3.998e-01, eta: 10 days, 4:02:49, time: 1.599, data_time: 0.004, memory: 9063, top1_acc: 0.1494, top5_acc: 0.3531, loss_cls: 4.2005, loss: 4.2005, grad_norm: 0.8435 2020-07-31 19:24:03,024 - mmaction - INFO - Epoch [5][260/940] lr: 3.998e-01, eta: 10 days, 3:20:47, time: 1.634, data_time: 0.004, memory: 9063, top1_acc: 0.1467, top5_acc: 0.3518, loss_cls: 4.2069, loss: 4.2069, grad_norm: 0.8261 2020-07-31 19:24:35,060 - mmaction - INFO - Epoch [5][280/940] lr: 3.998e-01, eta: 10 days, 2:38:34, time: 1.603, data_time: 0.005, memory: 9063, top1_acc: 0.1477, top5_acc: 0.3516, loss_cls: 4.2018, loss: 4.2018, grad_norm: 0.8203 2020-07-31 19:25:07,777 - mmaction - INFO - Epoch [5][300/940] lr: 3.998e-01, eta: 10 days, 1:57:24, time: 1.635, data_time: 0.002, memory: 9063, top1_acc: 0.1479, top5_acc: 0.3574, loss_cls: 4.1619, loss: 4.1619, grad_norm: 0.8332 2020-07-31 19:25:39,374 - mmaction - INFO - Epoch [5][320/940] lr: 3.998e-01, eta: 10 days, 1:15:33, time: 1.580, data_time: 0.002, memory: 9063, top1_acc: 0.1549, top5_acc: 0.3537, loss_cls: 4.1859, loss: 4.1859, grad_norm: 0.8135 2020-07-31 19:26:12,584 - mmaction - INFO - Epoch [5][340/940] lr: 3.998e-01, eta: 10 days, 0:35:37, time: 1.659, data_time: 0.005, memory: 9063, top1_acc: 0.1473, top5_acc: 0.3482, loss_cls: 4.1731, loss: 4.1731, grad_norm: 0.8066 2020-07-31 19:26:45,937 - mmaction - INFO - Epoch [5][360/940] lr: 3.998e-01, eta: 9 days, 23:56:16, time: 1.669, data_time: 0.005, memory: 9063, top1_acc: 0.1480, top5_acc: 0.3586, loss_cls: 4.1679, loss: 4.1679, grad_norm: 0.8276 2020-07-31 19:27:19,227 - mmaction - INFO - Epoch [5][380/940] lr: 3.998e-01, eta: 9 days, 23:17:10, time: 1.663, data_time: 0.005, memory: 9063, top1_acc: 0.1566, top5_acc: 0.3607, loss_cls: 4.1714, loss: 4.1714, grad_norm: 0.8491 2020-07-31 19:27:52,458 - mmaction - INFO - Epoch [5][400/940] lr: 3.998e-01, eta: 9 days, 22:38:27, time: 1.663, data_time: 0.006, memory: 9063, top1_acc: 0.1434, top5_acc: 0.3469, loss_cls: 4.2185, loss: 4.2185, grad_norm: 0.8200 2020-07-31 19:28:25,684 - mmaction - INFO - Epoch [5][420/940] lr: 3.998e-01, eta: 9 days, 22:00:03, time: 1.661, data_time: 0.008, memory: 9063, top1_acc: 0.1539, top5_acc: 0.3539, loss_cls: 4.1729, loss: 4.1729, grad_norm: 0.8120 2020-07-31 19:28:58,942 - mmaction - INFO - Epoch [5][440/940] lr: 3.998e-01, eta: 9 days, 21:22:04, time: 1.664, data_time: 0.005, memory: 9063, top1_acc: 0.1437, top5_acc: 0.3549, loss_cls: 4.1896, loss: 4.1896, grad_norm: 0.8147 2020-07-31 19:29:32,668 - mmaction - INFO - Epoch [5][460/940] lr: 3.998e-01, eta: 9 days, 20:44:50, time: 1.685, data_time: 0.009, memory: 9063, top1_acc: 0.1611, top5_acc: 0.3615, loss_cls: 4.1633, loss: 4.1633, grad_norm: 0.8146 2020-07-31 19:30:05,675 - mmaction - INFO - Epoch [5][480/940] lr: 3.998e-01, eta: 9 days, 20:07:20, time: 1.652, data_time: 0.006, memory: 9063, top1_acc: 0.1475, top5_acc: 0.3611, loss_cls: 4.1808, loss: 4.1808, grad_norm: 0.8462 2020-07-31 19:30:39,021 - mmaction - INFO - Epoch [5][500/940] lr: 3.998e-01, eta: 9 days, 19:30:28, time: 1.668, data_time: 0.003, memory: 9063, top1_acc: 0.1590, top5_acc: 0.3604, loss_cls: 4.1667, loss: 4.1667, grad_norm: 0.8391 2020-07-31 19:31:12,515 - mmaction - INFO - Epoch [5][520/940] lr: 3.998e-01, eta: 9 days, 18:54:03, time: 1.673, data_time: 0.005, memory: 9063, top1_acc: 0.1502, top5_acc: 0.3453, loss_cls: 4.2102, loss: 4.2102, grad_norm: 0.8065 2020-07-31 19:31:46,359 - mmaction - INFO - Epoch [5][540/940] lr: 3.998e-01, eta: 9 days, 18:18:20, time: 1.694, data_time: 0.005, memory: 9063, top1_acc: 0.1553, top5_acc: 0.3586, loss_cls: 4.1431, loss: 4.1431, grad_norm: 0.8312 2020-07-31 19:32:19,857 - mmaction - INFO - Epoch [5][560/940] lr: 3.998e-01, eta: 9 days, 17:42:34, time: 1.673, data_time: 0.008, memory: 9063, top1_acc: 0.1672, top5_acc: 0.3678, loss_cls: 4.1369, loss: 4.1369, grad_norm: 0.8253 2020-07-31 19:32:53,643 - mmaction - INFO - Epoch [5][580/940] lr: 3.998e-01, eta: 9 days, 17:07:27, time: 1.691, data_time: 0.007, memory: 9063, top1_acc: 0.1562, top5_acc: 0.3594, loss_cls: 4.1354, loss: 4.1354, grad_norm: 0.8386 2020-07-31 19:33:27,560 - mmaction - INFO - Epoch [5][600/940] lr: 3.998e-01, eta: 9 days, 16:32:42, time: 1.693, data_time: 0.005, memory: 9063, top1_acc: 0.1592, top5_acc: 0.3611, loss_cls: 4.1564, loss: 4.1564, grad_norm: 0.8496 2020-07-31 19:34:01,389 - mmaction - INFO - Epoch [5][620/940] lr: 3.998e-01, eta: 9 days, 15:58:17, time: 1.695, data_time: 0.007, memory: 9063, top1_acc: 0.1650, top5_acc: 0.3777, loss_cls: 4.0811, loss: 4.0811, grad_norm: 0.8259 2020-07-31 19:34:36,241 - mmaction - INFO - Epoch [5][640/940] lr: 3.998e-01, eta: 9 days, 15:25:02, time: 1.743, data_time: 0.007, memory: 9063, top1_acc: 0.1541, top5_acc: 0.3725, loss_cls: 4.1232, loss: 4.1232, grad_norm: 0.8351 2020-07-31 19:35:09,745 - mmaction - INFO - Epoch [5][660/940] lr: 3.998e-01, eta: 9 days, 14:50:53, time: 1.675, data_time: 0.002, memory: 9063, top1_acc: 0.1562, top5_acc: 0.3734, loss_cls: 4.1187, loss: 4.1187, grad_norm: 0.8549 2020-07-31 19:35:42,351 - mmaction - INFO - Epoch [5][680/940] lr: 3.998e-01, eta: 9 days, 14:16:13, time: 1.630, data_time: 0.002, memory: 9063, top1_acc: 0.1623, top5_acc: 0.3658, loss_cls: 4.1179, loss: 4.1179, grad_norm: 0.8368 2020-07-31 19:36:16,197 - mmaction - INFO - Epoch [5][700/940] lr: 3.998e-01, eta: 9 days, 13:42:53, time: 1.687, data_time: 0.005, memory: 9063, top1_acc: 0.1582, top5_acc: 0.3586, loss_cls: 4.1427, loss: 4.1427, grad_norm: 0.8182 2020-07-31 19:36:50,873 - mmaction - INFO - Epoch [5][720/940] lr: 3.998e-01, eta: 9 days, 13:10:45, time: 1.739, data_time: 0.008, memory: 9063, top1_acc: 0.1674, top5_acc: 0.3760, loss_cls: 4.0695, loss: 4.0695, grad_norm: 0.8406 2020-07-31 19:37:23,796 - mmaction - INFO - Epoch [5][740/940] lr: 3.998e-01, eta: 9 days, 12:37:14, time: 1.644, data_time: 0.005, memory: 9063, top1_acc: 0.1582, top5_acc: 0.3580, loss_cls: 4.1651, loss: 4.1651, grad_norm: 0.8541 2020-07-31 19:37:57,930 - mmaction - INFO - Epoch [5][760/940] lr: 3.998e-01, eta: 9 days, 12:05:08, time: 1.709, data_time: 0.006, memory: 9063, top1_acc: 0.1600, top5_acc: 0.3686, loss_cls: 4.1226, loss: 4.1226, grad_norm: 0.8187 2020-07-31 19:38:32,357 - mmaction - INFO - Epoch [5][780/940] lr: 3.998e-01, eta: 9 days, 11:33:30, time: 1.720, data_time: 0.005, memory: 9063, top1_acc: 0.1588, top5_acc: 0.3699, loss_cls: 4.1260, loss: 4.1260, grad_norm: 0.8476 2020-07-31 19:39:05,993 - mmaction - INFO - Epoch [5][800/940] lr: 3.998e-01, eta: 9 days, 11:01:31, time: 1.683, data_time: 0.006, memory: 9063, top1_acc: 0.1629, top5_acc: 0.3635, loss_cls: 4.1335, loss: 4.1335, grad_norm: 0.8301 2020-07-31 19:39:39,387 - mmaction - INFO - Epoch [5][820/940] lr: 3.998e-01, eta: 9 days, 10:29:30, time: 1.665, data_time: 0.005, memory: 9063, top1_acc: 0.1662, top5_acc: 0.3705, loss_cls: 4.0979, loss: 4.0979, grad_norm: 0.8292 2020-07-31 19:40:13,557 - mmaction - INFO - Epoch [5][840/940] lr: 3.998e-01, eta: 9 days, 9:58:27, time: 1.706, data_time: 0.008, memory: 9063, top1_acc: 0.1645, top5_acc: 0.3760, loss_cls: 4.1145, loss: 4.1145, grad_norm: 0.8665 2020-07-31 19:40:47,421 - mmaction - INFO - Epoch [5][860/940] lr: 3.998e-01, eta: 9 days, 9:27:31, time: 1.698, data_time: 0.010, memory: 9063, top1_acc: 0.1531, top5_acc: 0.3656, loss_cls: 4.1401, loss: 4.1401, grad_norm: 0.8501 2020-07-31 19:41:21,750 - mmaction - INFO - Epoch [5][880/940] lr: 3.998e-01, eta: 9 days, 8:57:13, time: 1.719, data_time: 0.005, memory: 9063, top1_acc: 0.1621, top5_acc: 0.3795, loss_cls: 4.0921, loss: 4.0921, grad_norm: 0.8430 2020-07-31 19:41:55,526 - mmaction - INFO - Epoch [5][900/940] lr: 3.998e-01, eta: 9 days, 8:26:37, time: 1.687, data_time: 0.005, memory: 9063, top1_acc: 0.1602, top5_acc: 0.3748, loss_cls: 4.1137, loss: 4.1137, grad_norm: 0.8531 2020-07-31 19:42:28,985 - mmaction - INFO - Epoch [5][920/940] lr: 3.998e-01, eta: 9 days, 7:56:05, time: 1.676, data_time: 0.006, memory: 9063, top1_acc: 0.1535, top5_acc: 0.3713, loss_cls: 4.1089, loss: 4.1089, grad_norm: 0.8319 2020-07-31 19:43:01,761 - mmaction - INFO - Epoch [5][940/940] lr: 3.998e-01, eta: 9 days, 7:25:10, time: 1.637, data_time: 0.005, memory: 9063, top1_acc: 0.1593, top5_acc: 0.3730, loss_cls: 4.0981, loss: 4.0981, grad_norm: 0.8562 2020-07-31 19:49:16,642 - mmaction - INFO - Epoch [6][20/940] lr: 3.996e-01, eta: 9 days, 11:39:11, time: 18.723, data_time: 0.401, memory: 9063, top1_acc: 0.1672, top5_acc: 0.3854, loss_cls: 4.0844, loss: 4.0844, grad_norm: 0.8437 2020-07-31 19:49:43,215 - mmaction - INFO - Epoch [6][40/940] lr: 3.996e-01, eta: 9 days, 11:02:27, time: 1.329, data_time: 0.006, memory: 9063, top1_acc: 0.1615, top5_acc: 0.3748, loss_cls: 4.0933, loss: 4.0933, grad_norm: 0.8446 2020-07-31 19:50:13,090 - mmaction - INFO - Epoch [6][60/940] lr: 3.996e-01, eta: 9 days, 10:28:44, time: 1.493, data_time: 0.007, memory: 9063, top1_acc: 0.1594, top5_acc: 0.3598, loss_cls: 4.1031, loss: 4.1031, grad_norm: 0.8719 2020-07-31 19:50:43,825 - mmaction - INFO - Epoch [6][80/940] lr: 3.996e-01, eta: 9 days, 9:56:01, time: 1.538, data_time: 0.005, memory: 9063, top1_acc: 0.1611, top5_acc: 0.3721, loss_cls: 4.0876, loss: 4.0876, grad_norm: 0.8360 2020-07-31 19:51:14,879 - mmaction - INFO - Epoch [6][100/940] lr: 3.996e-01, eta: 9 days, 9:23:48, time: 1.552, data_time: 0.005, memory: 9063, top1_acc: 0.1623, top5_acc: 0.3932, loss_cls: 4.0444, loss: 4.0444, grad_norm: 0.8574 2020-07-31 19:51:46,584 - mmaction - INFO - Epoch [6][120/940] lr: 3.996e-01, eta: 9 days, 8:52:25, time: 1.586, data_time: 0.005, memory: 9063, top1_acc: 0.1688, top5_acc: 0.3768, loss_cls: 4.0844, loss: 4.0844, grad_norm: 0.8463 2020-07-31 19:52:18,014 - mmaction - INFO - Epoch [6][140/940] lr: 3.996e-01, eta: 9 days, 8:21:01, time: 1.570, data_time: 0.006, memory: 9063, top1_acc: 0.1680, top5_acc: 0.3756, loss_cls: 4.0730, loss: 4.0730, grad_norm: 0.8541 2020-07-31 19:52:49,940 - mmaction - INFO - Epoch [6][160/940] lr: 3.996e-01, eta: 9 days, 7:50:16, time: 1.593, data_time: 0.005, memory: 9063, top1_acc: 0.1686, top5_acc: 0.3891, loss_cls: 4.0310, loss: 4.0310, grad_norm: 0.8623 2020-07-31 19:53:21,788 - mmaction - INFO - Epoch [6][180/940] lr: 3.996e-01, eta: 9 days, 7:19:48, time: 1.597, data_time: 0.007, memory: 9063, top1_acc: 0.1680, top5_acc: 0.3822, loss_cls: 4.0499, loss: 4.0499, grad_norm: 0.8693 2020-07-31 19:53:52,557 - mmaction - INFO - Epoch [6][200/940] lr: 3.996e-01, eta: 9 days, 6:48:37, time: 1.537, data_time: 0.011, memory: 9063, top1_acc: 0.1678, top5_acc: 0.3836, loss_cls: 4.0556, loss: 4.0556, grad_norm: 0.8638 2020-07-31 19:54:24,858 - mmaction - INFO - Epoch [6][220/940] lr: 3.996e-01, eta: 9 days, 6:18:57, time: 1.615, data_time: 0.007, memory: 9063, top1_acc: 0.1709, top5_acc: 0.3791, loss_cls: 4.0330, loss: 4.0330, grad_norm: 0.8331 2020-07-31 19:54:56,454 - mmaction - INFO - Epoch [6][240/940] lr: 3.996e-01, eta: 9 days, 5:48:53, time: 1.577, data_time: 0.006, memory: 9063, top1_acc: 0.1807, top5_acc: 0.3973, loss_cls: 4.0021, loss: 4.0021, grad_norm: 0.8730 2020-07-31 19:55:27,685 - mmaction - INFO - Epoch [6][260/940] lr: 3.996e-01, eta: 9 days, 5:18:54, time: 1.565, data_time: 0.007, memory: 9063, top1_acc: 0.1789, top5_acc: 0.3947, loss_cls: 4.0270, loss: 4.0270, grad_norm: 0.8812 2020-07-31 19:56:00,579 - mmaction - INFO - Epoch [6][280/940] lr: 3.996e-01, eta: 9 days, 4:50:20, time: 1.641, data_time: 0.005, memory: 9063, top1_acc: 0.1654, top5_acc: 0.3980, loss_cls: 4.0158, loss: 4.0158, grad_norm: 0.8387 2020-07-31 19:56:32,168 - mmaction - INFO - Epoch [6][300/940] lr: 3.996e-01, eta: 9 days, 4:21:04, time: 1.583, data_time: 0.006, memory: 9063, top1_acc: 0.1721, top5_acc: 0.3889, loss_cls: 4.0468, loss: 4.0468, grad_norm: 0.8549 2020-07-31 19:57:03,828 - mmaction - INFO - Epoch [6][320/940] lr: 3.996e-01, eta: 9 days, 3:52:03, time: 1.583, data_time: 0.006, memory: 9063, top1_acc: 0.1832, top5_acc: 0.3922, loss_cls: 3.9884, loss: 3.9884, grad_norm: 0.8745 2020-07-31 19:57:35,639 - mmaction - INFO - Epoch [6][340/940] lr: 3.996e-01, eta: 9 days, 3:23:20, time: 1.589, data_time: 0.005, memory: 9063, top1_acc: 0.1688, top5_acc: 0.3895, loss_cls: 4.0206, loss: 4.0206, grad_norm: 0.8720 2020-07-31 19:58:07,251 - mmaction - INFO - Epoch [6][360/940] lr: 3.996e-01, eta: 9 days, 2:54:46, time: 1.583, data_time: 0.008, memory: 9063, top1_acc: 0.1664, top5_acc: 0.3748, loss_cls: 4.0682, loss: 4.0682, grad_norm: 0.8601 2020-07-31 19:58:39,664 - mmaction - INFO - Epoch [6][380/940] lr: 3.996e-01, eta: 9 days, 2:26:58, time: 1.619, data_time: 0.006, memory: 9063, top1_acc: 0.1758, top5_acc: 0.3863, loss_cls: 4.0286, loss: 4.0286, grad_norm: 0.8414 2020-07-31 19:59:11,469 - mmaction - INFO - Epoch [6][400/940] lr: 3.996e-01, eta: 9 days, 1:58:58, time: 1.592, data_time: 0.005, memory: 9063, top1_acc: 0.1656, top5_acc: 0.3824, loss_cls: 4.0659, loss: 4.0659, grad_norm: 0.8654 2020-07-31 19:59:43,100 - mmaction - INFO - Epoch [6][420/940] lr: 3.996e-01, eta: 9 days, 1:31:00, time: 1.580, data_time: 0.005, memory: 9063, top1_acc: 0.1770, top5_acc: 0.3906, loss_cls: 4.0008, loss: 4.0008, grad_norm: 0.8514 2020-07-31 20:00:18,329 - mmaction - INFO - Epoch [6][440/940] lr: 3.996e-01, eta: 9 days, 1:05:53, time: 1.753, data_time: 0.005, memory: 9063, top1_acc: 0.1807, top5_acc: 0.3906, loss_cls: 4.0087, loss: 4.0087, grad_norm: 0.8685 2020-07-31 20:00:50,045 - mmaction - INFO - Epoch [6][460/940] lr: 3.996e-01, eta: 9 days, 0:38:34, time: 1.595, data_time: 0.026, memory: 9063, top1_acc: 0.1785, top5_acc: 0.3951, loss_cls: 3.9995, loss: 3.9995, grad_norm: 0.8631 2020-07-31 20:01:21,999 - mmaction - INFO - Epoch [6][480/940] lr: 3.996e-01, eta: 9 days, 0:11:30, time: 1.598, data_time: 0.002, memory: 9063, top1_acc: 0.1668, top5_acc: 0.3871, loss_cls: 3.9962, loss: 3.9962, grad_norm: 0.8764 2020-07-31 20:01:53,512 - mmaction - INFO - Epoch [6][500/940] lr: 3.996e-01, eta: 8 days, 23:44:15, time: 1.573, data_time: 0.004, memory: 9063, top1_acc: 0.1746, top5_acc: 0.3967, loss_cls: 3.9914, loss: 3.9914, grad_norm: 0.8692 2020-07-31 20:02:26,126 - mmaction - INFO - Epoch [6][520/940] lr: 3.996e-01, eta: 8 days, 23:18:05, time: 1.631, data_time: 0.006, memory: 9063, top1_acc: 0.1764, top5_acc: 0.3910, loss_cls: 4.0420, loss: 4.0420, grad_norm: 0.8744 2020-07-31 20:02:58,440 - mmaction - INFO - Epoch [6][540/940] lr: 3.996e-01, eta: 8 days, 22:51:50, time: 1.613, data_time: 0.005, memory: 9063, top1_acc: 0.1852, top5_acc: 0.4018, loss_cls: 3.9986, loss: 3.9986, grad_norm: 0.8536 2020-07-31 20:03:30,231 - mmaction - INFO - Epoch [6][560/940] lr: 3.996e-01, eta: 8 days, 22:25:28, time: 1.592, data_time: 0.010, memory: 9063, top1_acc: 0.1715, top5_acc: 0.3920, loss_cls: 4.0201, loss: 4.0201, grad_norm: 0.8660 2020-07-31 20:04:02,333 - mmaction - INFO - Epoch [6][580/940] lr: 3.996e-01, eta: 8 days, 21:59:32, time: 1.607, data_time: 0.007, memory: 9063, top1_acc: 0.1846, top5_acc: 0.3951, loss_cls: 3.9915, loss: 3.9915, grad_norm: 0.8925 2020-07-31 20:04:34,870 - mmaction - INFO - Epoch [6][600/940] lr: 3.996e-01, eta: 8 days, 21:34:04, time: 1.627, data_time: 0.008, memory: 9063, top1_acc: 0.1760, top5_acc: 0.3869, loss_cls: 4.0214, loss: 4.0214, grad_norm: 0.8693 2020-07-31 20:05:07,088 - mmaction - INFO - Epoch [6][620/940] lr: 3.996e-01, eta: 8 days, 21:08:33, time: 1.611, data_time: 0.003, memory: 9063, top1_acc: 0.1682, top5_acc: 0.3895, loss_cls: 4.0634, loss: 4.0634, grad_norm: 0.8629 2020-07-31 20:05:39,513 - mmaction - INFO - Epoch [6][640/940] lr: 3.996e-01, eta: 8 days, 20:43:23, time: 1.621, data_time: 0.007, memory: 9063, top1_acc: 0.1689, top5_acc: 0.3877, loss_cls: 4.0214, loss: 4.0214, grad_norm: 0.8794 2020-07-31 20:06:11,904 - mmaction - INFO - Epoch [6][660/940] lr: 3.996e-01, eta: 8 days, 20:18:22, time: 1.618, data_time: 0.010, memory: 9063, top1_acc: 0.1771, top5_acc: 0.3895, loss_cls: 4.0293, loss: 4.0293, grad_norm: 0.8543 2020-07-31 20:06:43,928 - mmaction - INFO - Epoch [6][680/940] lr: 3.996e-01, eta: 8 days, 19:53:18, time: 1.604, data_time: 0.005, memory: 9063, top1_acc: 0.1836, top5_acc: 0.4037, loss_cls: 3.9696, loss: 3.9696, grad_norm: 0.8672 2020-07-31 20:07:15,261 - mmaction - INFO - Epoch [6][700/940] lr: 3.996e-01, eta: 8 days, 19:27:51, time: 1.564, data_time: 0.004, memory: 9063, top1_acc: 0.1865, top5_acc: 0.3998, loss_cls: 4.0153, loss: 4.0153, grad_norm: 0.8838 2020-07-31 20:07:47,446 - mmaction - INFO - Epoch [6][720/940] lr: 3.996e-01, eta: 8 days, 19:03:16, time: 1.611, data_time: 0.005, memory: 9063, top1_acc: 0.1828, top5_acc: 0.4094, loss_cls: 3.9819, loss: 3.9819, grad_norm: 0.8792 2020-07-31 20:08:20,727 - mmaction - INFO - Epoch [6][740/940] lr: 3.996e-01, eta: 8 days, 18:39:36, time: 1.662, data_time: 0.004, memory: 9063, top1_acc: 0.1756, top5_acc: 0.3953, loss_cls: 4.0032, loss: 4.0032, grad_norm: 0.8693 2020-07-31 20:08:52,926 - mmaction - INFO - Epoch [6][760/940] lr: 3.996e-01, eta: 8 days, 18:15:20, time: 1.610, data_time: 0.005, memory: 9063, top1_acc: 0.1729, top5_acc: 0.3783, loss_cls: 4.0207, loss: 4.0207, grad_norm: 0.8492 2020-07-31 20:09:25,422 - mmaction - INFO - Epoch [6][780/940] lr: 3.996e-01, eta: 8 days, 17:51:29, time: 1.626, data_time: 0.005, memory: 9063, top1_acc: 0.1834, top5_acc: 0.4074, loss_cls: 3.9777, loss: 3.9777, grad_norm: 0.8815 2020-07-31 20:09:57,449 - mmaction - INFO - Epoch [6][800/940] lr: 3.996e-01, eta: 8 days, 17:27:27, time: 1.602, data_time: 0.003, memory: 9063, top1_acc: 0.1713, top5_acc: 0.3869, loss_cls: 4.0175, loss: 4.0175, grad_norm: 0.8770 2020-07-31 20:10:28,884 - mmaction - INFO - Epoch [6][820/940] lr: 3.996e-01, eta: 8 days, 17:03:08, time: 1.569, data_time: 0.005, memory: 9063, top1_acc: 0.1758, top5_acc: 0.4000, loss_cls: 3.9678, loss: 3.9678, grad_norm: 0.8763 2020-07-31 20:11:00,163 - mmaction - INFO - Epoch [6][840/940] lr: 3.996e-01, eta: 8 days, 16:38:57, time: 1.566, data_time: 0.007, memory: 9063, top1_acc: 0.1836, top5_acc: 0.3928, loss_cls: 3.9921, loss: 3.9921, grad_norm: 0.8813 2020-07-31 20:11:32,092 - mmaction - INFO - Epoch [6][860/940] lr: 3.996e-01, eta: 8 days, 16:15:21, time: 1.596, data_time: 0.009, memory: 9063, top1_acc: 0.1791, top5_acc: 0.3859, loss_cls: 4.0217, loss: 4.0217, grad_norm: 0.8773 2020-07-31 20:12:03,745 - mmaction - INFO - Epoch [6][880/940] lr: 3.996e-01, eta: 8 days, 15:51:43, time: 1.582, data_time: 0.005, memory: 9063, top1_acc: 0.1896, top5_acc: 0.4107, loss_cls: 3.9443, loss: 3.9443, grad_norm: 0.8957 2020-07-31 20:12:35,677 - mmaction - INFO - Epoch [6][900/940] lr: 3.996e-01, eta: 8 days, 15:28:28, time: 1.598, data_time: 0.005, memory: 9063, top1_acc: 0.1785, top5_acc: 0.4012, loss_cls: 3.9876, loss: 3.9876, grad_norm: 0.8816 2020-07-31 20:13:07,260 - mmaction - INFO - Epoch [6][920/940] lr: 3.996e-01, eta: 8 days, 15:05:07, time: 1.579, data_time: 0.003, memory: 9063, top1_acc: 0.1859, top5_acc: 0.3996, loss_cls: 3.9505, loss: 3.9505, grad_norm: 0.8708 2020-07-31 20:13:39,823 - mmaction - INFO - Epoch [6][940/940] lr: 3.996e-01, eta: 8 days, 14:42:36, time: 1.627, data_time: 0.005, memory: 9063, top1_acc: 0.1772, top5_acc: 0.3955, loss_cls: 4.0299, loss: 4.0299, grad_norm: 0.8811 2020-07-31 20:40:28,348 - mmaction - INFO - Epoch [7][20/940] lr: 3.995e-01, eta: 9 days, 8:30:20, time: 80.399, data_time: 79.151, memory: 9063, top1_acc: 0.1809, top5_acc: 0.4043, loss_cls: 3.9460, loss: 3.9460, grad_norm: 0.8785 2020-07-31 20:40:53,423 - mmaction - INFO - Epoch [7][40/940] lr: 3.995e-01, eta: 9 days, 7:59:04, time: 1.255, data_time: 0.008, memory: 9063, top1_acc: 0.1801, top5_acc: 0.4020, loss_cls: 3.9602, loss: 3.9602, grad_norm: 0.8929 2020-07-31 20:41:19,419 - mmaction - INFO - Epoch [7][60/940] lr: 3.995e-01, eta: 9 days, 7:28:35, time: 1.296, data_time: 0.008, memory: 9063, top1_acc: 0.1838, top5_acc: 0.3955, loss_cls: 3.9842, loss: 3.9842, grad_norm: 0.8797 2020-07-31 20:41:46,436 - mmaction - INFO - Epoch [7][80/940] lr: 3.995e-01, eta: 9 days, 6:59:06, time: 1.355, data_time: 0.008, memory: 9063, top1_acc: 0.1893, top5_acc: 0.4176, loss_cls: 3.9134, loss: 3.9134, grad_norm: 0.8672 2020-07-31 20:42:15,436 - mmaction - INFO - Epoch [7][100/940] lr: 3.995e-01, eta: 9 days, 6:31:07, time: 1.449, data_time: 0.007, memory: 9063, top1_acc: 0.1900, top5_acc: 0.4076, loss_cls: 3.9524, loss: 3.9524, grad_norm: 0.9026 2020-07-31 20:42:45,087 - mmaction - INFO - Epoch [7][120/940] lr: 3.995e-01, eta: 9 days, 6:03:48, time: 1.485, data_time: 0.007, memory: 9063, top1_acc: 0.1922, top5_acc: 0.4162, loss_cls: 3.9117, loss: 3.9117, grad_norm: 0.8948 2020-07-31 20:43:14,736 - mmaction - INFO - Epoch [7][140/940] lr: 3.995e-01, eta: 9 days, 5:36:38, time: 1.482, data_time: 0.002, memory: 9063, top1_acc: 0.1871, top5_acc: 0.4027, loss_cls: 3.9547, loss: 3.9547, grad_norm: 0.8994 2020-07-31 20:43:45,274 - mmaction - INFO - Epoch [7][160/940] lr: 3.995e-01, eta: 9 days, 5:10:15, time: 1.525, data_time: 0.005, memory: 9063, top1_acc: 0.1729, top5_acc: 0.3947, loss_cls: 4.0058, loss: 4.0058, grad_norm: 0.9108 2020-07-31 20:44:15,982 - mmaction - INFO - Epoch [7][180/940] lr: 3.995e-01, eta: 9 days, 4:44:07, time: 1.532, data_time: 0.007, memory: 9063, top1_acc: 0.1850, top5_acc: 0.4062, loss_cls: 3.9755, loss: 3.9755, grad_norm: 0.8806 2020-07-31 20:44:47,336 - mmaction - INFO - Epoch [7][200/940] lr: 3.995e-01, eta: 9 days, 4:18:42, time: 1.572, data_time: 0.010, memory: 9063, top1_acc: 0.1873, top5_acc: 0.4109, loss_cls: 3.9089, loss: 3.9089, grad_norm: 0.8900 2020-07-31 20:45:18,150 - mmaction - INFO - Epoch [7][220/940] lr: 3.995e-01, eta: 9 days, 3:53:00, time: 1.538, data_time: 0.005, memory: 9063, top1_acc: 0.1686, top5_acc: 0.3807, loss_cls: 4.0369, loss: 4.0369, grad_norm: 0.8609 2020-07-31 20:45:50,335 - mmaction - INFO - Epoch [7][240/940] lr: 3.995e-01, eta: 9 days, 3:28:29, time: 1.613, data_time: 0.007, memory: 9063, top1_acc: 0.1932, top5_acc: 0.4191, loss_cls: 3.9045, loss: 3.9045, grad_norm: 0.8892 2020-07-31 20:46:21,209 - mmaction - INFO - Epoch [7][260/940] lr: 3.995e-01, eta: 9 days, 3:03:12, time: 1.544, data_time: 0.008, memory: 9063, top1_acc: 0.1904, top5_acc: 0.4107, loss_cls: 3.9169, loss: 3.9169, grad_norm: 0.8824 2020-07-31 20:46:53,265 - mmaction - INFO - Epoch [7][280/940] lr: 3.995e-01, eta: 9 days, 2:38:51, time: 1.602, data_time: 0.007, memory: 9063, top1_acc: 0.1914, top5_acc: 0.4051, loss_cls: 3.9349, loss: 3.9349, grad_norm: 0.8739 2020-07-31 20:47:25,056 - mmaction - INFO - Epoch [7][300/940] lr: 3.995e-01, eta: 9 days, 2:14:29, time: 1.588, data_time: 0.008, memory: 9063, top1_acc: 0.1850, top5_acc: 0.4117, loss_cls: 3.9337, loss: 3.9337, grad_norm: 0.8988 2020-07-31 20:47:57,617 - mmaction - INFO - Epoch [7][320/940] lr: 3.995e-01, eta: 9 days, 1:50:50, time: 1.630, data_time: 0.006, memory: 9063, top1_acc: 0.1947, top5_acc: 0.4074, loss_cls: 3.9282, loss: 3.9282, grad_norm: 0.8834 2020-07-31 20:48:28,363 - mmaction - INFO - Epoch [7][340/940] lr: 3.995e-01, eta: 9 days, 1:26:06, time: 1.536, data_time: 0.005, memory: 9063, top1_acc: 0.1832, top5_acc: 0.4102, loss_cls: 3.9289, loss: 3.9289, grad_norm: 0.8979 2020-07-31 20:49:00,491 - mmaction - INFO - Epoch [7][360/940] lr: 3.995e-01, eta: 9 days, 1:02:27, time: 1.608, data_time: 0.005, memory: 9063, top1_acc: 0.1857, top5_acc: 0.4086, loss_cls: 3.9336, loss: 3.9336, grad_norm: 0.9059 2020-07-31 20:49:31,894 - mmaction - INFO - Epoch [7][380/940] lr: 3.995e-01, eta: 9 days, 0:38:28, time: 1.568, data_time: 0.006, memory: 9063, top1_acc: 0.1914, top5_acc: 0.4039, loss_cls: 3.9358, loss: 3.9358, grad_norm: 0.9018 2020-07-31 20:50:03,849 - mmaction - INFO - Epoch [7][400/940] lr: 3.995e-01, eta: 9 days, 0:15:01, time: 1.600, data_time: 0.007, memory: 9063, top1_acc: 0.1875, top5_acc: 0.4055, loss_cls: 3.9392, loss: 3.9392, grad_norm: 0.8774 2020-07-31 20:50:35,610 - mmaction - INFO - Epoch [7][420/940] lr: 3.995e-01, eta: 8 days, 23:51:36, time: 1.589, data_time: 0.002, memory: 9063, top1_acc: 0.1896, top5_acc: 0.4156, loss_cls: 3.9311, loss: 3.9311, grad_norm: 0.9027 2020-07-31 20:51:07,981 - mmaction - INFO - Epoch [7][440/940] lr: 3.995e-01, eta: 8 days, 23:28:42, time: 1.618, data_time: 0.002, memory: 9063, top1_acc: 0.1947, top5_acc: 0.4119, loss_cls: 3.9348, loss: 3.9348, grad_norm: 0.8789 2020-07-31 20:51:41,260 - mmaction - INFO - Epoch [7][460/940] lr: 3.995e-01, eta: 8 days, 23:06:31, time: 1.663, data_time: 0.005, memory: 9063, top1_acc: 0.1934, top5_acc: 0.4086, loss_cls: 3.9447, loss: 3.9447, grad_norm: 0.9026 2020-07-31 20:52:13,511 - mmaction - INFO - Epoch [7][480/940] lr: 3.995e-01, eta: 8 days, 22:43:51, time: 1.614, data_time: 0.007, memory: 9063, top1_acc: 0.1840, top5_acc: 0.4094, loss_cls: 3.9453, loss: 3.9453, grad_norm: 0.8758 2020-07-31 20:52:44,813 - mmaction - INFO - Epoch [7][500/940] lr: 3.995e-01, eta: 8 days, 22:20:43, time: 1.565, data_time: 0.006, memory: 9063, top1_acc: 0.1955, top5_acc: 0.4168, loss_cls: 3.8997, loss: 3.8997, grad_norm: 0.9195 2020-07-31 20:53:17,000 - mmaction - INFO - Epoch [7][520/940] lr: 3.995e-01, eta: 8 days, 21:58:16, time: 1.607, data_time: 0.005, memory: 9063, top1_acc: 0.1834, top5_acc: 0.4078, loss_cls: 3.9493, loss: 3.9493, grad_norm: 0.8801 2020-07-31 20:53:49,334 - mmaction - INFO - Epoch [7][540/940] lr: 3.995e-01, eta: 8 days, 21:36:04, time: 1.616, data_time: 0.008, memory: 9063, top1_acc: 0.1871, top5_acc: 0.4131, loss_cls: 3.8969, loss: 3.8969, grad_norm: 0.8806 2020-07-31 20:54:21,501 - mmaction - INFO - Epoch [7][560/940] lr: 3.995e-01, eta: 8 days, 21:13:56, time: 1.611, data_time: 0.006, memory: 9063, top1_acc: 0.1863, top5_acc: 0.4156, loss_cls: 3.9147, loss: 3.9147, grad_norm: 0.8966 2020-07-31 20:54:53,479 - mmaction - INFO - Epoch [7][580/940] lr: 3.995e-01, eta: 8 days, 20:51:46, time: 1.597, data_time: 0.009, memory: 9063, top1_acc: 0.1943, top5_acc: 0.4199, loss_cls: 3.8745, loss: 3.8745, grad_norm: 0.8921 2020-07-31 20:55:25,548 - mmaction - INFO - Epoch [7][600/940] lr: 3.995e-01, eta: 8 days, 20:29:52, time: 1.606, data_time: 0.008, memory: 9063, top1_acc: 0.1996, top5_acc: 0.4086, loss_cls: 3.9087, loss: 3.9087, grad_norm: 0.8941 2020-07-31 20:55:57,295 - mmaction - INFO - Epoch [7][620/940] lr: 3.995e-01, eta: 8 days, 20:07:49, time: 1.584, data_time: 0.004, memory: 9063, top1_acc: 0.1848, top5_acc: 0.4082, loss_cls: 3.9057, loss: 3.9057, grad_norm: 0.8856 2020-07-31 20:56:30,340 - mmaction - INFO - Epoch [7][640/940] lr: 3.995e-01, eta: 8 days, 19:46:47, time: 1.655, data_time: 0.007, memory: 9063, top1_acc: 0.1924, top5_acc: 0.4221, loss_cls: 3.8806, loss: 3.8806, grad_norm: 0.9170 2020-07-31 20:57:02,524 - mmaction - INFO - Epoch [7][660/940] lr: 3.995e-01, eta: 8 days, 19:25:17, time: 1.607, data_time: 0.010, memory: 9063, top1_acc: 0.1906, top5_acc: 0.4088, loss_cls: 3.9111, loss: 3.9111, grad_norm: 0.8910 2020-07-31 20:57:35,516 - mmaction - INFO - Epoch [7][680/940] lr: 3.995e-01, eta: 8 days, 19:04:29, time: 1.652, data_time: 0.008, memory: 9063, top1_acc: 0.1896, top5_acc: 0.4221, loss_cls: 3.8890, loss: 3.8890, grad_norm: 0.8914 2020-07-31 20:58:07,157 - mmaction - INFO - Epoch [7][700/940] lr: 3.995e-01, eta: 8 days, 18:42:55, time: 1.581, data_time: 0.007, memory: 9063, top1_acc: 0.2051, top5_acc: 0.4217, loss_cls: 3.8766, loss: 3.8766, grad_norm: 0.8965 2020-07-31 20:58:40,054 - mmaction - INFO - Epoch [7][720/940] lr: 3.995e-01, eta: 8 days, 18:22:18, time: 1.646, data_time: 0.005, memory: 9063, top1_acc: 0.1994, top5_acc: 0.4203, loss_cls: 3.8810, loss: 3.8810, grad_norm: 0.8864 2020-07-31 20:59:12,198 - mmaction - INFO - Epoch [7][740/940] lr: 3.995e-01, eta: 8 days, 18:01:17, time: 1.604, data_time: 0.005, memory: 9063, top1_acc: 0.1902, top5_acc: 0.4105, loss_cls: 3.9030, loss: 3.9030, grad_norm: 0.8905 2020-07-31 20:59:43,345 - mmaction - INFO - Epoch [7][760/940] lr: 3.995e-01, eta: 8 days, 17:39:52, time: 1.559, data_time: 0.006, memory: 9063, top1_acc: 0.1943, top5_acc: 0.4260, loss_cls: 3.8643, loss: 3.8643, grad_norm: 0.9139 2020-07-31 21:00:20,492 - mmaction - INFO - Epoch [7][780/940] lr: 3.995e-01, eta: 8 days, 17:22:06, time: 1.849, data_time: 0.008, memory: 9063, top1_acc: 0.1850, top5_acc: 0.4158, loss_cls: 3.9109, loss: 3.9109, grad_norm: 0.9016 2020-07-31 21:00:52,019 - mmaction - INFO - Epoch [7][800/940] lr: 3.995e-01, eta: 8 days, 17:01:12, time: 1.583, data_time: 0.021, memory: 9063, top1_acc: 0.1934, top5_acc: 0.4182, loss_cls: 3.8926, loss: 3.8926, grad_norm: 0.9150 2020-07-31 21:01:24,160 - mmaction - INFO - Epoch [7][820/940] lr: 3.995e-01, eta: 8 days, 16:40:45, time: 1.609, data_time: 0.007, memory: 9063, top1_acc: 0.1850, top5_acc: 0.4180, loss_cls: 3.8827, loss: 3.8827, grad_norm: 0.8962 2020-07-31 21:01:55,982 - mmaction - INFO - Epoch [7][840/940] lr: 3.995e-01, eta: 8 days, 16:20:08, time: 1.584, data_time: 0.005, memory: 9063, top1_acc: 0.1943, top5_acc: 0.4205, loss_cls: 3.8873, loss: 3.8873, grad_norm: 0.9121 2020-07-31 21:02:28,846 - mmaction - INFO - Epoch [7][860/940] lr: 3.995e-01, eta: 8 days, 16:00:25, time: 1.650, data_time: 0.010, memory: 9063, top1_acc: 0.2006, top5_acc: 0.4324, loss_cls: 3.8071, loss: 3.8071, grad_norm: 0.8982 2020-07-31 21:03:01,346 - mmaction - INFO - Epoch [7][880/940] lr: 3.995e-01, eta: 8 days, 15:40:30, time: 1.623, data_time: 0.005, memory: 9063, top1_acc: 0.1932, top5_acc: 0.4248, loss_cls: 3.8773, loss: 3.8773, grad_norm: 0.8985 2020-07-31 21:03:33,759 - mmaction - INFO - Epoch [7][900/940] lr: 3.995e-01, eta: 8 days, 15:20:38, time: 1.618, data_time: 0.005, memory: 9063, top1_acc: 0.1994, top5_acc: 0.4262, loss_cls: 3.8783, loss: 3.8783, grad_norm: 0.9197 2020-07-31 21:04:05,666 - mmaction - INFO - Epoch [7][920/940] lr: 3.995e-01, eta: 8 days, 15:00:39, time: 1.598, data_time: 0.010, memory: 9063, top1_acc: 0.1988, top5_acc: 0.4232, loss_cls: 3.8839, loss: 3.8839, grad_norm: 0.8945 2020-07-31 21:04:36,552 - mmaction - INFO - Epoch [7][940/940] lr: 3.995e-01, eta: 8 days, 14:40:10, time: 1.546, data_time: 0.005, memory: 9063, top1_acc: 0.2039, top5_acc: 0.4286, loss_cls: 3.8307, loss: 3.8307, grad_norm: 0.9146 2020-07-31 21:22:57,255 - mmaction - INFO - Epoch [8][20/940] lr: 3.993e-01, eta: 9 days, 0:51:47, time: 55.011, data_time: 16.556, memory: 9063, top1_acc: 0.1928, top5_acc: 0.4318, loss_cls: 3.8694, loss: 3.8694, grad_norm: 0.9168 2020-07-31 21:23:22,762 - mmaction - INFO - Epoch [8][40/940] lr: 3.993e-01, eta: 9 days, 0:26:25, time: 1.277, data_time: 0.006, memory: 9063, top1_acc: 0.2021, top5_acc: 0.4330, loss_cls: 3.8166, loss: 3.8166, grad_norm: 0.9260 2020-07-31 21:23:50,404 - mmaction - INFO - Epoch [8][60/940] lr: 3.993e-01, eta: 9 days, 0:02:24, time: 1.379, data_time: 0.007, memory: 9063, top1_acc: 0.2006, top5_acc: 0.4254, loss_cls: 3.8381, loss: 3.8381, grad_norm: 0.9122 2020-07-31 21:24:20,204 - mmaction - INFO - Epoch [8][80/940] lr: 3.993e-01, eta: 8 days, 23:39:51, time: 1.493, data_time: 0.006, memory: 9063, top1_acc: 0.2020, top5_acc: 0.4297, loss_cls: 3.8203, loss: 3.8203, grad_norm: 0.9192 2020-07-31 21:24:49,962 - mmaction - INFO - Epoch [8][100/940] lr: 3.993e-01, eta: 8 days, 23:17:21, time: 1.486, data_time: 0.008, memory: 9063, top1_acc: 0.2078, top5_acc: 0.4305, loss_cls: 3.8447, loss: 3.8447, grad_norm: 0.9085 2020-07-31 21:25:21,440 - mmaction - INFO - Epoch [8][120/940] lr: 3.993e-01, eta: 8 days, 22:56:02, time: 1.576, data_time: 0.006, memory: 9063, top1_acc: 0.2057, top5_acc: 0.4344, loss_cls: 3.8261, loss: 3.8261, grad_norm: 0.9272 2020-07-31 21:25:53,835 - mmaction - INFO - Epoch [8][140/940] lr: 3.993e-01, eta: 8 days, 22:35:21, time: 1.620, data_time: 0.003, memory: 9063, top1_acc: 0.2008, top5_acc: 0.4211, loss_cls: 3.8607, loss: 3.8607, grad_norm: 0.9003 2020-07-31 21:26:25,459 - mmaction - INFO - Epoch [8][160/940] lr: 3.993e-01, eta: 8 days, 22:14:19, time: 1.580, data_time: 0.005, memory: 9063, top1_acc: 0.2037, top5_acc: 0.4303, loss_cls: 3.8390, loss: 3.8390, grad_norm: 0.9075 2020-07-31 21:26:57,147 - mmaction - INFO - Epoch [8][180/940] lr: 3.993e-01, eta: 8 days, 21:53:29, time: 1.585, data_time: 0.005, memory: 9063, top1_acc: 0.2016, top5_acc: 0.4264, loss_cls: 3.8569, loss: 3.8569, grad_norm: 0.9344 2020-07-31 21:27:28,678 - mmaction - INFO - Epoch [8][200/940] lr: 3.993e-01, eta: 8 days, 21:32:38, time: 1.575, data_time: 0.009, memory: 9063, top1_acc: 0.1990, top5_acc: 0.4248, loss_cls: 3.8583, loss: 3.8583, grad_norm: 0.9028 2020-07-31 21:27:59,465 - mmaction - INFO - Epoch [8][220/940] lr: 3.993e-01, eta: 8 days, 21:11:31, time: 1.541, data_time: 0.005, memory: 9063, top1_acc: 0.2072, top5_acc: 0.4273, loss_cls: 3.8430, loss: 3.8430, grad_norm: 0.9033 2020-07-31 21:28:32,040 - mmaction - INFO - Epoch [8][240/940] lr: 3.993e-01, eta: 8 days, 20:51:27, time: 1.622, data_time: 0.008, memory: 9063, top1_acc: 0.1992, top5_acc: 0.4336, loss_cls: 3.8518, loss: 3.8518, grad_norm: 0.9082 2020-07-31 21:29:04,005 - mmaction - INFO - Epoch [8][260/940] lr: 3.993e-01, eta: 8 days, 20:31:19, time: 1.605, data_time: 0.009, memory: 9063, top1_acc: 0.2055, top5_acc: 0.4387, loss_cls: 3.8017, loss: 3.8017, grad_norm: 0.9032 2020-07-31 21:29:36,375 - mmaction - INFO - Epoch [8][280/940] lr: 3.993e-01, eta: 8 days, 20:11:26, time: 1.619, data_time: 0.005, memory: 9063, top1_acc: 0.1979, top5_acc: 0.4309, loss_cls: 3.8356, loss: 3.8356, grad_norm: 0.9225 2020-07-31 21:30:07,354 - mmaction - INFO - Epoch [8][300/940] lr: 3.993e-01, eta: 8 days, 19:50:53, time: 1.548, data_time: 0.002, memory: 9063, top1_acc: 0.1965, top5_acc: 0.4195, loss_cls: 3.8744, loss: 3.8744, grad_norm: 0.8953 2020-07-31 21:30:39,700 - mmaction - INFO - Epoch [8][320/940] lr: 3.993e-01, eta: 8 days, 19:31:13, time: 1.617, data_time: 0.002, memory: 9063, top1_acc: 0.2025, top5_acc: 0.4387, loss_cls: 3.8109, loss: 3.8109, grad_norm: 0.9228 2020-07-31 21:31:11,256 - mmaction - INFO - Epoch [8][340/940] lr: 3.993e-01, eta: 8 days, 19:11:11, time: 1.575, data_time: 0.005, memory: 9063, top1_acc: 0.1947, top5_acc: 0.4316, loss_cls: 3.8416, loss: 3.8416, grad_norm: 0.9158 2020-07-31 21:31:42,576 - mmaction - INFO - Epoch [8][360/940] lr: 3.993e-01, eta: 8 days, 18:51:11, time: 1.567, data_time: 0.007, memory: 9063, top1_acc: 0.1955, top5_acc: 0.4262, loss_cls: 3.8683, loss: 3.8683, grad_norm: 0.9167 2020-07-31 21:32:14,994 - mmaction - INFO - Epoch [8][380/940] lr: 3.993e-01, eta: 8 days, 18:31:53, time: 1.621, data_time: 0.005, memory: 9063, top1_acc: 0.1949, top5_acc: 0.4297, loss_cls: 3.8404, loss: 3.8404, grad_norm: 0.9004 2020-07-31 21:32:47,517 - mmaction - INFO - Epoch [8][400/940] lr: 3.993e-01, eta: 8 days, 18:12:46, time: 1.627, data_time: 0.005, memory: 9063, top1_acc: 0.1934, top5_acc: 0.4354, loss_cls: 3.8290, loss: 3.8290, grad_norm: 0.9362 2020-07-31 21:33:20,310 - mmaction - INFO - Epoch [8][420/940] lr: 3.993e-01, eta: 8 days, 17:53:51, time: 1.635, data_time: 0.005, memory: 9063, top1_acc: 0.2129, top5_acc: 0.4314, loss_cls: 3.8100, loss: 3.8100, grad_norm: 0.9017 2020-07-31 21:33:51,949 - mmaction - INFO - Epoch [8][440/940] lr: 3.993e-01, eta: 8 days, 17:34:30, time: 1.587, data_time: 0.008, memory: 9063, top1_acc: 0.2006, top5_acc: 0.4367, loss_cls: 3.8216, loss: 3.8216, grad_norm: 0.9137 2020-07-31 21:34:24,475 - mmaction - INFO - Epoch [8][460/940] lr: 3.993e-01, eta: 8 days, 17:15:41, time: 1.626, data_time: 0.007, memory: 9063, top1_acc: 0.1906, top5_acc: 0.4191, loss_cls: 3.8743, loss: 3.8743, grad_norm: 0.9263 2020-07-31 21:34:57,576 - mmaction - INFO - Epoch [8][480/940] lr: 3.993e-01, eta: 8 days, 16:57:18, time: 1.655, data_time: 0.005, memory: 9063, top1_acc: 0.2164, top5_acc: 0.4561, loss_cls: 3.7714, loss: 3.7714, grad_norm: 0.9061 2020-07-31 21:35:30,019 - mmaction - INFO - Epoch [8][500/940] lr: 3.993e-01, eta: 8 days, 16:38:36, time: 1.618, data_time: 0.010, memory: 9063, top1_acc: 0.2148, top5_acc: 0.4416, loss_cls: 3.7800, loss: 3.7800, grad_norm: 0.9410 2020-07-31 21:36:02,516 - mmaction - INFO - Epoch [8][520/940] lr: 3.993e-01, eta: 8 days, 16:20:08, time: 1.629, data_time: 0.008, memory: 9063, top1_acc: 0.2023, top5_acc: 0.4340, loss_cls: 3.8343, loss: 3.8343, grad_norm: 0.9314 2020-07-31 21:36:34,861 - mmaction - INFO - Epoch [8][540/940] lr: 3.993e-01, eta: 8 days, 16:01:38, time: 1.618, data_time: 0.005, memory: 9063, top1_acc: 0.2057, top5_acc: 0.4412, loss_cls: 3.8061, loss: 3.8061, grad_norm: 0.9296 2020-07-31 21:37:06,534 - mmaction - INFO - Epoch [8][560/940] lr: 3.993e-01, eta: 8 days, 15:42:52, time: 1.583, data_time: 0.002, memory: 9063, top1_acc: 0.1984, top5_acc: 0.4295, loss_cls: 3.8379, loss: 3.8379, grad_norm: 0.9301 2020-07-31 21:37:39,028 - mmaction - INFO - Epoch [8][580/940] lr: 3.993e-01, eta: 8 days, 15:24:38, time: 1.624, data_time: 0.006, memory: 9063, top1_acc: 0.2076, top5_acc: 0.4469, loss_cls: 3.7875, loss: 3.7875, grad_norm: 0.9232 2020-07-31 21:38:11,790 - mmaction - INFO - Epoch [8][600/940] lr: 3.993e-01, eta: 8 days, 15:06:41, time: 1.639, data_time: 0.005, memory: 9063, top1_acc: 0.1945, top5_acc: 0.4281, loss_cls: 3.8322, loss: 3.8322, grad_norm: 0.8899 2020-07-31 21:38:44,054 - mmaction - INFO - Epoch [8][620/940] lr: 3.993e-01, eta: 8 days, 14:48:31, time: 1.612, data_time: 0.005, memory: 9063, top1_acc: 0.2146, top5_acc: 0.4412, loss_cls: 3.7813, loss: 3.7813, grad_norm: 0.9354 2020-07-31 21:39:15,562 - mmaction - INFO - Epoch [8][640/940] lr: 3.993e-01, eta: 8 days, 14:30:05, time: 1.577, data_time: 0.005, memory: 9063, top1_acc: 0.2014, top5_acc: 0.4287, loss_cls: 3.8316, loss: 3.8316, grad_norm: 0.9207 2020-07-31 21:39:47,431 - mmaction - INFO - Epoch [8][660/940] lr: 3.993e-01, eta: 8 days, 14:11:52, time: 1.589, data_time: 0.008, memory: 9063, top1_acc: 0.1959, top5_acc: 0.4285, loss_cls: 3.8158, loss: 3.8158, grad_norm: 0.9318 2020-07-31 21:40:19,374 - mmaction - INFO - Epoch [8][680/940] lr: 3.993e-01, eta: 8 days, 13:53:51, time: 1.597, data_time: 0.007, memory: 9063, top1_acc: 0.2074, top5_acc: 0.4352, loss_cls: 3.8109, loss: 3.8109, grad_norm: 0.9313 2020-07-31 21:40:52,353 - mmaction - INFO - Epoch [8][700/940] lr: 3.993e-01, eta: 8 days, 13:36:31, time: 1.653, data_time: 0.007, memory: 9063, top1_acc: 0.1994, top5_acc: 0.4287, loss_cls: 3.8372, loss: 3.8372, grad_norm: 0.9152 2020-07-31 21:41:24,486 - mmaction - INFO - Epoch [8][720/940] lr: 3.993e-01, eta: 8 days, 13:18:44, time: 1.602, data_time: 0.007, memory: 9063, top1_acc: 0.1980, top5_acc: 0.4287, loss_cls: 3.8350, loss: 3.8350, grad_norm: 0.9207 2020-07-31 21:41:57,001 - mmaction - INFO - Epoch [8][740/940] lr: 3.993e-01, eta: 8 days, 13:01:19, time: 1.628, data_time: 0.007, memory: 9063, top1_acc: 0.2086, top5_acc: 0.4354, loss_cls: 3.8087, loss: 3.8087, grad_norm: 0.9213 2020-07-31 21:42:29,696 - mmaction - INFO - Epoch [8][760/940] lr: 3.993e-01, eta: 8 days, 12:44:05, time: 1.636, data_time: 0.006, memory: 9063, top1_acc: 0.1965, top5_acc: 0.4336, loss_cls: 3.8391, loss: 3.8391, grad_norm: 0.9208 2020-07-31 21:43:01,258 - mmaction - INFO - Epoch [8][780/940] lr: 3.993e-01, eta: 8 days, 12:26:18, time: 1.576, data_time: 0.003, memory: 9063, top1_acc: 0.2090, top5_acc: 0.4488, loss_cls: 3.7918, loss: 3.7918, grad_norm: 0.9109 2020-07-31 21:43:34,484 - mmaction - INFO - Epoch [8][800/940] lr: 3.993e-01, eta: 8 days, 12:09:32, time: 1.663, data_time: 0.006, memory: 9063, top1_acc: 0.2127, top5_acc: 0.4402, loss_cls: 3.7946, loss: 3.7946, grad_norm: 0.9163 2020-07-31 21:44:07,320 - mmaction - INFO - Epoch [8][820/940] lr: 3.993e-01, eta: 8 days, 11:52:36, time: 1.639, data_time: 0.005, memory: 9063, top1_acc: 0.1979, top5_acc: 0.4346, loss_cls: 3.8327, loss: 3.8327, grad_norm: 0.9053 2020-07-31 21:44:38,455 - mmaction - INFO - Epoch [8][840/940] lr: 3.993e-01, eta: 8 days, 11:34:56, time: 1.560, data_time: 0.007, memory: 9063, top1_acc: 0.2121, top5_acc: 0.4531, loss_cls: 3.7367, loss: 3.7367, grad_norm: 0.9374 2020-07-31 21:45:11,512 - mmaction - INFO - Epoch [8][860/940] lr: 3.993e-01, eta: 8 days, 11:18:19, time: 1.653, data_time: 0.002, memory: 9063, top1_acc: 0.2125, top5_acc: 0.4521, loss_cls: 3.7625, loss: 3.7625, grad_norm: 0.9344 2020-07-31 21:45:43,421 - mmaction - INFO - Epoch [8][880/940] lr: 3.993e-01, eta: 8 days, 11:01:12, time: 1.596, data_time: 0.005, memory: 9063, top1_acc: 0.2131, top5_acc: 0.4469, loss_cls: 3.7744, loss: 3.7744, grad_norm: 0.9387 2020-07-31 21:46:15,807 - mmaction - INFO - Epoch [8][900/940] lr: 3.993e-01, eta: 8 days, 10:44:23, time: 1.616, data_time: 0.005, memory: 9063, top1_acc: 0.2072, top5_acc: 0.4436, loss_cls: 3.7795, loss: 3.7795, grad_norm: 0.9458 2020-07-31 21:46:49,024 - mmaction - INFO - Epoch [8][920/940] lr: 3.993e-01, eta: 8 days, 10:28:06, time: 1.660, data_time: 0.007, memory: 9063, top1_acc: 0.2057, top5_acc: 0.4455, loss_cls: 3.7941, loss: 3.7941, grad_norm: 0.9453 2020-07-31 21:47:19,274 - mmaction - INFO - Epoch [8][940/940] lr: 3.993e-01, eta: 8 days, 10:10:25, time: 1.517, data_time: 0.009, memory: 9063, top1_acc: 0.2070, top5_acc: 0.4353, loss_cls: 3.8275, loss: 3.8275, grad_norm: 0.9270 2020-07-31 21:47:19,559 - mmaction - INFO - Saving checkpoint at 8 epochs 2020-07-31 21:57:05,543 - mmaction - INFO - Epoch [9][20/940] lr: 3.990e-01, eta: 8 days, 14:38:01, time: 29.191, data_time: 27.967, memory: 9063, top1_acc: 0.2008, top5_acc: 0.4393, loss_cls: 3.7929, loss: 3.7929, grad_norm: 0.9297 2020-07-31 21:57:30,933 - mmaction - INFO - Epoch [9][40/940] lr: 3.990e-01, eta: 8 days, 14:17:15, time: 1.274, data_time: 0.007, memory: 9063, top1_acc: 0.2168, top5_acc: 0.4516, loss_cls: 3.7846, loss: 3.7846, grad_norm: 0.9300 2020-07-31 21:57:56,703 - mmaction - INFO - Epoch [9][60/940] lr: 3.990e-01, eta: 8 days, 13:56:43, time: 1.287, data_time: 0.005, memory: 9063, top1_acc: 0.2121, top5_acc: 0.4537, loss_cls: 3.7562, loss: 3.7562, grad_norm: 0.9223 2020-07-31 21:58:25,244 - mmaction - INFO - Epoch [9][80/940] lr: 3.990e-01, eta: 8 days, 13:37:45, time: 1.428, data_time: 0.005, memory: 9063, top1_acc: 0.2166, top5_acc: 0.4410, loss_cls: 3.7344, loss: 3.7344, grad_norm: 0.9465 2020-07-31 21:58:54,173 - mmaction - INFO - Epoch [9][100/940] lr: 3.990e-01, eta: 8 days, 13:19:00, time: 1.442, data_time: 0.006, memory: 9063, top1_acc: 0.2000, top5_acc: 0.4320, loss_cls: 3.8021, loss: 3.8021, grad_norm: 0.9239 2020-07-31 21:59:24,725 - mmaction - INFO - Epoch [9][120/940] lr: 3.990e-01, eta: 8 days, 13:01:16, time: 1.531, data_time: 0.008, memory: 9063, top1_acc: 0.2156, top5_acc: 0.4535, loss_cls: 3.7364, loss: 3.7364, grad_norm: 0.9563 2020-07-31 21:59:54,364 - mmaction - INFO - Epoch [9][140/940] lr: 3.990e-01, eta: 8 days, 12:43:08, time: 1.483, data_time: 0.007, memory: 9063, top1_acc: 0.2115, top5_acc: 0.4486, loss_cls: 3.7897, loss: 3.7897, grad_norm: 0.9164 2020-07-31 22:00:32,034 - mmaction - INFO - Epoch [9][160/940] lr: 3.990e-01, eta: 8 days, 12:29:00, time: 1.870, data_time: 0.008, memory: 9063, top1_acc: 0.2094, top5_acc: 0.4475, loss_cls: 3.7593, loss: 3.7593, grad_norm: 0.9246 2020-07-31 22:01:01,931 - mmaction - INFO - Epoch [9][180/940] lr: 3.990e-01, eta: 8 days, 12:11:18, time: 1.509, data_time: 0.027, memory: 9063, top1_acc: 0.1988, top5_acc: 0.4340, loss_cls: 3.8500, loss: 3.8500, grad_norm: 0.9432 2020-07-31 22:01:32,782 - mmaction - INFO - Epoch [9][200/940] lr: 3.990e-01, eta: 8 days, 11:53:59, time: 1.540, data_time: 0.007, memory: 9063, top1_acc: 0.2117, top5_acc: 0.4428, loss_cls: 3.7770, loss: 3.7770, grad_norm: 0.9273 2020-07-31 22:02:03,169 - mmaction - INFO - Epoch [9][220/940] lr: 3.990e-01, eta: 8 days, 11:36:35, time: 1.521, data_time: 0.007, memory: 9063, top1_acc: 0.2217, top5_acc: 0.4479, loss_cls: 3.7505, loss: 3.7505, grad_norm: 0.9334 2020-07-31 22:02:36,124 - mmaction - INFO - Epoch [9][240/940] lr: 3.990e-01, eta: 8 days, 11:20:32, time: 1.647, data_time: 0.006, memory: 9063, top1_acc: 0.2205, top5_acc: 0.4527, loss_cls: 3.7324, loss: 3.7324, grad_norm: 0.9407 2020-07-31 22:03:08,692 - mmaction - INFO - Epoch [9][260/940] lr: 3.990e-01, eta: 8 days, 11:04:23, time: 1.630, data_time: 0.005, memory: 9063, top1_acc: 0.2117, top5_acc: 0.4449, loss_cls: 3.7324, loss: 3.7324, grad_norm: 0.9306 2020-07-31 22:03:40,269 - mmaction - INFO - Epoch [9][280/940] lr: 3.990e-01, eta: 8 days, 10:47:47, time: 1.576, data_time: 0.005, memory: 9063, top1_acc: 0.2148, top5_acc: 0.4428, loss_cls: 3.7665, loss: 3.7665, grad_norm: 0.9219 2020-07-31 22:04:12,853 - mmaction - INFO - Epoch [9][300/940] lr: 3.990e-01, eta: 8 days, 10:31:49, time: 1.632, data_time: 0.006, memory: 9063, top1_acc: 0.2189, top5_acc: 0.4539, loss_cls: 3.7401, loss: 3.7401, grad_norm: 0.9255 2020-07-31 22:04:44,468 - mmaction - INFO - Epoch [9][320/940] lr: 3.990e-01, eta: 8 days, 10:15:25, time: 1.580, data_time: 0.005, memory: 9063, top1_acc: 0.2201, top5_acc: 0.4510, loss_cls: 3.7358, loss: 3.7358, grad_norm: 0.9453 2020-07-31 22:05:17,018 - mmaction - INFO - Epoch [9][340/940] lr: 3.990e-01, eta: 8 days, 9:59:33, time: 1.628, data_time: 0.005, memory: 9063, top1_acc: 0.2125, top5_acc: 0.4365, loss_cls: 3.7841, loss: 3.7841, grad_norm: 0.9408 2020-07-31 22:05:49,661 - mmaction - INFO - Epoch [9][360/940] lr: 3.990e-01, eta: 8 days, 9:43:50, time: 1.633, data_time: 0.005, memory: 9063, top1_acc: 0.2119, top5_acc: 0.4514, loss_cls: 3.7771, loss: 3.7771, grad_norm: 0.9382 2020-07-31 22:06:21,495 - mmaction - INFO - Epoch [9][380/940] lr: 3.990e-01, eta: 8 days, 9:27:46, time: 1.590, data_time: 0.008, memory: 9063, top1_acc: 0.2064, top5_acc: 0.4439, loss_cls: 3.7908, loss: 3.7908, grad_norm: 0.9379 2020-07-31 22:06:53,802 - mmaction - INFO - Epoch [9][400/940] lr: 3.990e-01, eta: 8 days, 9:12:03, time: 1.617, data_time: 0.007, memory: 9063, top1_acc: 0.2180, top5_acc: 0.4465, loss_cls: 3.7641, loss: 3.7641, grad_norm: 0.9366 2020-07-31 22:07:25,562 - mmaction - INFO - Epoch [9][420/940] lr: 3.990e-01, eta: 8 days, 8:56:06, time: 1.585, data_time: 0.004, memory: 9063, top1_acc: 0.2086, top5_acc: 0.4449, loss_cls: 3.7569, loss: 3.7569, grad_norm: 0.9567 2020-07-31 22:07:57,994 - mmaction - INFO - Epoch [9][440/940] lr: 3.990e-01, eta: 8 days, 8:40:36, time: 1.624, data_time: 0.008, memory: 9063, top1_acc: 0.2096, top5_acc: 0.4459, loss_cls: 3.7610, loss: 3.7610, grad_norm: 0.9179 2020-07-31 22:08:30,082 - mmaction - INFO - Epoch [9][460/940] lr: 3.990e-01, eta: 8 days, 8:24:58, time: 1.604, data_time: 0.005, memory: 9063, top1_acc: 0.2205, top5_acc: 0.4527, loss_cls: 3.7664, loss: 3.7664, grad_norm: 0.9231 2020-07-31 22:09:02,077 - mmaction - INFO - Epoch [9][480/940] lr: 3.990e-01, eta: 8 days, 8:09:24, time: 1.601, data_time: 0.005, memory: 9063, top1_acc: 0.2193, top5_acc: 0.4533, loss_cls: 3.7163, loss: 3.7163, grad_norm: 0.9324 2020-07-31 22:09:35,362 - mmaction - INFO - Epoch [9][500/940] lr: 3.990e-01, eta: 8 days, 7:54:29, time: 1.661, data_time: 0.004, memory: 9063, top1_acc: 0.2244, top5_acc: 0.4514, loss_cls: 3.7382, loss: 3.7382, grad_norm: 0.9321 2020-07-31 22:10:08,006 - mmaction - INFO - Epoch [9][520/940] lr: 3.990e-01, eta: 8 days, 7:39:22, time: 1.634, data_time: 0.006, memory: 9063, top1_acc: 0.2236, top5_acc: 0.4514, loss_cls: 3.7316, loss: 3.7316, grad_norm: 0.9412 2020-07-31 22:10:41,038 - mmaction - INFO - Epoch [9][540/940] lr: 3.990e-01, eta: 8 days, 7:24:31, time: 1.652, data_time: 0.003, memory: 9063, top1_acc: 0.2250, top5_acc: 0.4600, loss_cls: 3.7245, loss: 3.7245, grad_norm: 0.9583 2020-07-31 22:11:13,078 - mmaction - INFO - Epoch [9][560/940] lr: 3.990e-01, eta: 8 days, 7:09:14, time: 1.602, data_time: 0.005, memory: 9063, top1_acc: 0.2086, top5_acc: 0.4484, loss_cls: 3.7487, loss: 3.7487, grad_norm: 0.9222 2020-07-31 22:11:45,912 - mmaction - INFO - Epoch [9][580/940] lr: 3.990e-01, eta: 8 days, 6:54:25, time: 1.642, data_time: 0.002, memory: 9063, top1_acc: 0.2160, top5_acc: 0.4518, loss_cls: 3.7364, loss: 3.7364, grad_norm: 0.9584 2020-07-31 22:12:17,690 - mmaction - INFO - Epoch [9][600/940] lr: 3.990e-01, eta: 8 days, 6:39:09, time: 1.587, data_time: 0.005, memory: 9063, top1_acc: 0.2166, top5_acc: 0.4496, loss_cls: 3.7637, loss: 3.7637, grad_norm: 0.9391 2020-07-31 22:12:50,643 - mmaction - INFO - Epoch [9][620/940] lr: 3.990e-01, eta: 8 days, 6:24:33, time: 1.649, data_time: 0.005, memory: 9063, top1_acc: 0.2102, top5_acc: 0.4480, loss_cls: 3.7308, loss: 3.7308, grad_norm: 0.9502 2020-07-31 22:13:23,090 - mmaction - INFO - Epoch [9][640/940] lr: 3.990e-01, eta: 8 days, 6:09:44, time: 1.620, data_time: 0.002, memory: 9063, top1_acc: 0.2098, top5_acc: 0.4367, loss_cls: 3.7717, loss: 3.7717, grad_norm: 0.9544 2020-07-31 22:13:55,890 - mmaction - INFO - Epoch [9][660/940] lr: 3.990e-01, eta: 8 days, 5:55:12, time: 1.641, data_time: 0.007, memory: 9063, top1_acc: 0.2152, top5_acc: 0.4492, loss_cls: 3.7147, loss: 3.7147, grad_norm: 0.9434 2020-07-31 22:14:28,158 - mmaction - INFO - Epoch [9][680/940] lr: 3.990e-01, eta: 8 days, 5:40:27, time: 1.614, data_time: 0.004, memory: 9063, top1_acc: 0.2139, top5_acc: 0.4633, loss_cls: 3.7029, loss: 3.7029, grad_norm: 0.9385 2020-07-31 22:15:00,510 - mmaction - INFO - Epoch [9][700/940] lr: 3.990e-01, eta: 8 days, 5:25:49, time: 1.616, data_time: 0.005, memory: 9063, top1_acc: 0.2205, top5_acc: 0.4539, loss_cls: 3.6896, loss: 3.6896, grad_norm: 0.9366 2020-07-31 22:15:32,595 - mmaction - INFO - Epoch [9][720/940] lr: 3.990e-01, eta: 8 days, 5:11:07, time: 1.604, data_time: 0.005, memory: 9063, top1_acc: 0.2227, top5_acc: 0.4699, loss_cls: 3.6951, loss: 3.6951, grad_norm: 0.9575 2020-07-31 22:16:04,351 - mmaction - INFO - Epoch [9][740/940] lr: 3.990e-01, eta: 8 days, 4:56:22, time: 1.590, data_time: 0.008, memory: 9063, top1_acc: 0.2182, top5_acc: 0.4402, loss_cls: 3.7868, loss: 3.7868, grad_norm: 0.9440 2020-07-31 22:16:37,533 - mmaction - INFO - Epoch [9][760/940] lr: 3.990e-01, eta: 8 days, 4:42:19, time: 1.657, data_time: 0.004, memory: 9063, top1_acc: 0.2164, top5_acc: 0.4492, loss_cls: 3.7303, loss: 3.7303, grad_norm: 0.9355 2020-07-31 22:17:09,337 - mmaction - INFO - Epoch [9][780/940] lr: 3.990e-01, eta: 8 days, 4:27:43, time: 1.592, data_time: 0.005, memory: 9063, top1_acc: 0.2254, top5_acc: 0.4615, loss_cls: 3.6816, loss: 3.6816, grad_norm: 0.9469 2020-07-31 22:17:42,443 - mmaction - INFO - Epoch [9][800/940] lr: 3.990e-01, eta: 8 days, 4:13:46, time: 1.655, data_time: 0.008, memory: 9063, top1_acc: 0.2158, top5_acc: 0.4539, loss_cls: 3.7642, loss: 3.7642, grad_norm: 0.9571 2020-07-31 22:18:15,143 - mmaction - INFO - Epoch [9][820/940] lr: 3.990e-01, eta: 8 days, 3:59:42, time: 1.635, data_time: 0.005, memory: 9063, top1_acc: 0.2154, top5_acc: 0.4471, loss_cls: 3.7402, loss: 3.7402, grad_norm: 0.9311 2020-07-31 22:18:48,352 - mmaction - INFO - Epoch [9][840/940] lr: 3.990e-01, eta: 8 days, 3:45:56, time: 1.660, data_time: 0.009, memory: 9063, top1_acc: 0.2156, top5_acc: 0.4502, loss_cls: 3.7201, loss: 3.7201, grad_norm: 0.9332 2020-07-31 22:19:20,951 - mmaction - INFO - Epoch [9][860/940] lr: 3.990e-01, eta: 8 days, 3:31:58, time: 1.631, data_time: 0.005, memory: 9063, top1_acc: 0.2170, top5_acc: 0.4465, loss_cls: 3.7659, loss: 3.7659, grad_norm: 0.9519 2020-07-31 22:19:52,703 - mmaction - INFO - Epoch [9][880/940] lr: 3.990e-01, eta: 8 days, 3:17:38, time: 1.585, data_time: 0.005, memory: 9063, top1_acc: 0.2117, top5_acc: 0.4496, loss_cls: 3.7448, loss: 3.7448, grad_norm: 0.9506 2020-07-31 22:20:25,846 - mmaction - INFO - Epoch [9][900/940] lr: 3.990e-01, eta: 8 days, 3:04:03, time: 1.660, data_time: 0.007, memory: 9063, top1_acc: 0.2186, top5_acc: 0.4516, loss_cls: 3.7481, loss: 3.7481, grad_norm: 0.9333 2020-07-31 22:20:57,954 - mmaction - INFO - Epoch [9][920/940] lr: 3.990e-01, eta: 8 days, 2:50:01, time: 1.604, data_time: 0.005, memory: 9063, top1_acc: 0.2184, top5_acc: 0.4607, loss_cls: 3.7147, loss: 3.7147, grad_norm: 0.9315 2020-07-31 22:21:28,719 - mmaction - INFO - Epoch [9][940/940] lr: 3.990e-01, eta: 8 days, 2:35:26, time: 1.537, data_time: 0.007, memory: 9063, top1_acc: 0.2230, top5_acc: 0.4507, loss_cls: 3.7229, loss: 3.7229, grad_norm: 0.9398 2020-07-31 22:35:03,204 - mmaction - INFO - Epoch [10][20/940] lr: 3.988e-01, eta: 8 days, 8:18:23, time: 40.707, data_time: 27.651, memory: 9063, top1_acc: 0.2178, top5_acc: 0.4525, loss_cls: 3.7224, loss: 3.7224, grad_norm: 0.9580 2020-07-31 22:35:28,524 - mmaction - INFO - Epoch [10][40/940] lr: 3.988e-01, eta: 8 days, 8:00:34, time: 1.263, data_time: 0.002, memory: 9063, top1_acc: 0.2203, top5_acc: 0.4723, loss_cls: 3.6741, loss: 3.6741, grad_norm: 0.9443 2020-07-31 22:35:55,189 - mmaction - INFO - Epoch [10][60/940] lr: 3.988e-01, eta: 8 days, 7:43:30, time: 1.336, data_time: 0.008, memory: 9063, top1_acc: 0.2176, top5_acc: 0.4477, loss_cls: 3.7376, loss: 3.7376, grad_norm: 0.9551 2020-07-31 22:36:22,993 - mmaction - INFO - Epoch [10][80/940] lr: 3.988e-01, eta: 8 days, 7:27:00, time: 1.390, data_time: 0.003, memory: 9063, top1_acc: 0.2219, top5_acc: 0.4545, loss_cls: 3.7080, loss: 3.7080, grad_norm: 0.9314 2020-07-31 22:36:51,742 - mmaction - INFO - Epoch [10][100/940] lr: 3.988e-01, eta: 8 days, 7:10:59, time: 1.436, data_time: 0.008, memory: 9063, top1_acc: 0.2391, top5_acc: 0.4779, loss_cls: 3.6230, loss: 3.6230, grad_norm: 0.9454 2020-07-31 22:37:21,318 - mmaction - INFO - Epoch [10][120/940] lr: 3.988e-01, eta: 8 days, 6:55:25, time: 1.477, data_time: 0.005, memory: 9063, top1_acc: 0.2314, top5_acc: 0.4719, loss_cls: 3.6589, loss: 3.6589, grad_norm: 0.9574 2020-07-31 22:37:52,054 - mmaction - INFO - Epoch [10][140/940] lr: 3.988e-01, eta: 8 days, 6:40:28, time: 1.539, data_time: 0.009, memory: 9063, top1_acc: 0.2336, top5_acc: 0.4703, loss_cls: 3.6620, loss: 3.6620, grad_norm: 0.9706 2020-07-31 22:38:21,783 - mmaction - INFO - Epoch [10][160/940] lr: 3.988e-01, eta: 8 days, 6:25:06, time: 1.483, data_time: 0.006, memory: 9063, top1_acc: 0.2277, top5_acc: 0.4723, loss_cls: 3.6798, loss: 3.6798, grad_norm: 0.9566 2020-07-31 22:38:51,883 - mmaction - INFO - Epoch [10][180/940] lr: 3.988e-01, eta: 8 days, 6:10:02, time: 1.510, data_time: 0.008, memory: 9063, top1_acc: 0.2311, top5_acc: 0.4744, loss_cls: 3.6483, loss: 3.6483, grad_norm: 0.9428 2020-07-31 22:39:23,350 - mmaction - INFO - Epoch [10][200/940] lr: 3.988e-01, eta: 8 days, 5:55:36, time: 1.573, data_time: 0.007, memory: 9063, top1_acc: 0.2254, top5_acc: 0.4637, loss_cls: 3.7009, loss: 3.7009, grad_norm: 0.9868 2020-07-31 22:39:55,478 - mmaction - INFO - Epoch [10][220/940] lr: 3.988e-01, eta: 8 days, 5:41:31, time: 1.607, data_time: 0.002, memory: 9063, top1_acc: 0.2277, top5_acc: 0.4668, loss_cls: 3.6785, loss: 3.6785, grad_norm: 0.9717 2020-07-31 22:40:26,207 - mmaction - INFO - Epoch [10][240/940] lr: 3.988e-01, eta: 8 days, 5:26:53, time: 1.535, data_time: 0.005, memory: 9063, top1_acc: 0.2201, top5_acc: 0.4639, loss_cls: 3.6895, loss: 3.6895, grad_norm: 0.9745 2020-07-31 22:40:58,422 - mmaction - INFO - Epoch [10][260/940] lr: 3.988e-01, eta: 8 days, 5:12:58, time: 1.611, data_time: 0.007, memory: 9063, top1_acc: 0.2178, top5_acc: 0.4533, loss_cls: 3.7156, loss: 3.7156, grad_norm: 0.9377 2020-07-31 22:41:29,788 - mmaction - INFO - Epoch [10][280/940] lr: 3.988e-01, eta: 8 days, 4:58:44, time: 1.568, data_time: 0.008, memory: 9063, top1_acc: 0.2240, top5_acc: 0.4705, loss_cls: 3.6727, loss: 3.6727, grad_norm: 0.9522 2020-07-31 22:42:01,640 - mmaction - INFO - Epoch [10][300/940] lr: 3.988e-01, eta: 8 days, 4:44:48, time: 1.594, data_time: 0.005, memory: 9063, top1_acc: 0.2186, top5_acc: 0.4633, loss_cls: 3.6887, loss: 3.6887, grad_norm: 0.9812 2020-07-31 22:42:34,270 - mmaction - INFO - Epoch [10][320/940] lr: 3.988e-01, eta: 8 days, 4:31:16, time: 1.632, data_time: 0.002, memory: 9063, top1_acc: 0.2168, top5_acc: 0.4498, loss_cls: 3.7218, loss: 3.7218, grad_norm: 0.9434 2020-07-31 22:43:05,759 - mmaction - INFO - Epoch [10][340/940] lr: 3.988e-01, eta: 8 days, 4:17:16, time: 1.574, data_time: 0.004, memory: 9063, top1_acc: 0.2346, top5_acc: 0.4785, loss_cls: 3.6213, loss: 3.6213, grad_norm: 0.9513 2020-07-31 22:43:37,638 - mmaction - INFO - Epoch [10][360/940] lr: 3.988e-01, eta: 8 days, 4:03:30, time: 1.592, data_time: 0.009, memory: 9063, top1_acc: 0.2205, top5_acc: 0.4539, loss_cls: 3.7516, loss: 3.7516, grad_norm: 0.9717 2020-07-31 22:44:09,996 - mmaction - INFO - Epoch [10][380/940] lr: 3.988e-01, eta: 8 days, 3:50:02, time: 1.620, data_time: 0.007, memory: 9063, top1_acc: 0.2285, top5_acc: 0.4602, loss_cls: 3.6855, loss: 3.6855, grad_norm: 0.9565 2020-07-31 22:44:41,732 - mmaction - INFO - Epoch [10][400/940] lr: 3.988e-01, eta: 8 days, 3:36:20, time: 1.587, data_time: 0.007, memory: 9063, top1_acc: 0.2164, top5_acc: 0.4453, loss_cls: 3.7569, loss: 3.7569, grad_norm: 0.9833 2020-07-31 22:45:14,270 - mmaction - INFO - Epoch [10][420/940] lr: 3.988e-01, eta: 8 days, 3:23:02, time: 1.625, data_time: 0.002, memory: 9063, top1_acc: 0.2205, top5_acc: 0.4592, loss_cls: 3.7118, loss: 3.7118, grad_norm: 0.9420 2020-07-31 22:45:46,729 - mmaction - INFO - Epoch [10][440/940] lr: 3.988e-01, eta: 8 days, 3:09:47, time: 1.624, data_time: 0.005, memory: 9063, top1_acc: 0.2174, top5_acc: 0.4516, loss_cls: 3.7440, loss: 3.7440, grad_norm: 0.9576 2020-07-31 22:46:19,258 - mmaction - INFO - Epoch [10][460/940] lr: 3.988e-01, eta: 8 days, 2:56:34, time: 1.623, data_time: 0.005, memory: 9063, top1_acc: 0.2191, top5_acc: 0.4734, loss_cls: 3.6568, loss: 3.6568, grad_norm: 0.9416 2020-07-31 22:46:50,880 - mmaction - INFO - Epoch [10][480/940] lr: 3.988e-01, eta: 8 days, 2:43:05, time: 1.585, data_time: 0.007, memory: 9063, top1_acc: 0.2234, top5_acc: 0.4553, loss_cls: 3.6772, loss: 3.6772, grad_norm: 0.9445 2020-07-31 22:47:22,717 - mmaction - INFO - Epoch [10][500/940] lr: 3.988e-01, eta: 8 days, 2:29:42, time: 1.590, data_time: 0.005, memory: 9063, top1_acc: 0.2176, top5_acc: 0.4592, loss_cls: 3.7064, loss: 3.7064, grad_norm: 0.9394 2020-07-31 22:47:55,171 - mmaction - INFO - Epoch [10][520/940] lr: 3.988e-01, eta: 8 days, 2:16:40, time: 1.624, data_time: 0.006, memory: 9063, top1_acc: 0.2188, top5_acc: 0.4529, loss_cls: 3.7311, loss: 3.7311, grad_norm: 0.9408 2020-07-31 22:48:29,198 - mmaction - INFO - Epoch [10][540/940] lr: 3.988e-01, eta: 8 days, 2:04:22, time: 1.702, data_time: 0.004, memory: 9063, top1_acc: 0.2291, top5_acc: 0.4641, loss_cls: 3.6849, loss: 3.6849, grad_norm: 0.9601 2020-07-31 22:49:01,168 - mmaction - INFO - Epoch [10][560/940] lr: 3.988e-01, eta: 8 days, 1:51:13, time: 1.597, data_time: 0.005, memory: 9063, top1_acc: 0.2152, top5_acc: 0.4592, loss_cls: 3.6948, loss: 3.6948, grad_norm: 0.9528 2020-07-31 22:49:34,066 - mmaction - INFO - Epoch [10][580/940] lr: 3.988e-01, eta: 8 days, 1:38:32, time: 1.646, data_time: 0.005, memory: 9063, top1_acc: 0.2309, top5_acc: 0.4682, loss_cls: 3.6856, loss: 3.6856, grad_norm: 0.9597 2020-07-31 22:50:06,060 - mmaction - INFO - Epoch [10][600/940] lr: 3.988e-01, eta: 8 days, 1:25:31, time: 1.599, data_time: 0.007, memory: 9063, top1_acc: 0.2232, top5_acc: 0.4680, loss_cls: 3.6776, loss: 3.6776, grad_norm: 0.9766 2020-07-31 22:50:38,421 - mmaction - INFO - Epoch [10][620/940] lr: 3.988e-01, eta: 8 days, 1:12:42, time: 1.618, data_time: 0.002, memory: 9063, top1_acc: 0.2326, top5_acc: 0.4734, loss_cls: 3.6523, loss: 3.6523, grad_norm: 0.9571 2020-07-31 22:51:10,153 - mmaction - INFO - Epoch [10][640/940] lr: 3.988e-01, eta: 8 days, 0:59:40, time: 1.584, data_time: 0.005, memory: 9063, top1_acc: 0.2311, top5_acc: 0.4668, loss_cls: 3.6266, loss: 3.6266, grad_norm: 0.9601 2020-07-31 22:51:42,578 - mmaction - INFO - Epoch [10][660/940] lr: 3.988e-01, eta: 8 days, 0:47:01, time: 1.624, data_time: 0.007, memory: 9063, top1_acc: 0.2314, top5_acc: 0.4615, loss_cls: 3.6590, loss: 3.6590, grad_norm: 0.9744 2020-07-31 22:52:14,875 - mmaction - INFO - Epoch [10][680/940] lr: 3.988e-01, eta: 8 days, 0:34:19, time: 1.613, data_time: 0.007, memory: 9063, top1_acc: 0.2246, top5_acc: 0.4639, loss_cls: 3.6723, loss: 3.6723, grad_norm: 0.9619 2020-07-31 22:52:46,937 - mmaction - INFO - Epoch [10][700/940] lr: 3.988e-01, eta: 8 days, 0:21:37, time: 1.605, data_time: 0.006, memory: 9063, top1_acc: 0.2238, top5_acc: 0.4643, loss_cls: 3.6887, loss: 3.6887, grad_norm: 0.9683 2020-07-31 22:53:20,827 - mmaction - INFO - Epoch [10][720/940] lr: 3.988e-01, eta: 8 days, 0:09:43, time: 1.695, data_time: 0.003, memory: 9063, top1_acc: 0.2248, top5_acc: 0.4633, loss_cls: 3.7099, loss: 3.7099, grad_norm: 0.9378 2020-07-31 22:53:53,005 - mmaction - INFO - Epoch [10][740/940] lr: 3.988e-01, eta: 7 days, 23:57:09, time: 1.607, data_time: 0.004, memory: 9063, top1_acc: 0.2334, top5_acc: 0.4777, loss_cls: 3.6549, loss: 3.6549, grad_norm: 0.9449 2020-07-31 22:54:24,998 - mmaction - INFO - Epoch [10][760/940] lr: 3.988e-01, eta: 7 days, 23:44:34, time: 1.600, data_time: 0.005, memory: 9063, top1_acc: 0.2424, top5_acc: 0.4809, loss_cls: 3.6082, loss: 3.6082, grad_norm: 0.9676 2020-07-31 22:54:56,715 - mmaction - INFO - Epoch [10][780/940] lr: 3.988e-01, eta: 7 days, 23:31:53, time: 1.583, data_time: 0.005, memory: 9063, top1_acc: 0.2307, top5_acc: 0.4795, loss_cls: 3.6542, loss: 3.6542, grad_norm: 0.9700 2020-07-31 22:55:29,630 - mmaction - INFO - Epoch [10][800/940] lr: 3.988e-01, eta: 7 days, 23:19:47, time: 1.647, data_time: 0.008, memory: 9063, top1_acc: 0.2186, top5_acc: 0.4549, loss_cls: 3.7001, loss: 3.7001, grad_norm: 0.9828 2020-07-31 22:56:02,083 - mmaction - INFO - Epoch [10][820/940] lr: 3.988e-01, eta: 7 days, 23:07:33, time: 1.623, data_time: 0.008, memory: 9063, top1_acc: 0.2346, top5_acc: 0.4660, loss_cls: 3.6624, loss: 3.6624, grad_norm: 0.9609 2020-07-31 22:56:34,034 - mmaction - INFO - Epoch [10][840/940] lr: 3.988e-01, eta: 7 days, 22:55:09, time: 1.599, data_time: 0.007, memory: 9063, top1_acc: 0.2322, top5_acc: 0.4680, loss_cls: 3.6575, loss: 3.6575, grad_norm: 0.9455 2020-07-31 22:57:06,687 - mmaction - INFO - Epoch [10][860/940] lr: 3.988e-01, eta: 7 days, 22:43:04, time: 1.631, data_time: 0.005, memory: 9063, top1_acc: 0.2332, top5_acc: 0.4713, loss_cls: 3.6485, loss: 3.6485, grad_norm: 0.9489 2020-07-31 22:57:38,893 - mmaction - INFO - Epoch [10][880/940] lr: 3.988e-01, eta: 7 days, 22:30:53, time: 1.612, data_time: 0.005, memory: 9063, top1_acc: 0.2311, top5_acc: 0.4664, loss_cls: 3.6502, loss: 3.6502, grad_norm: 0.9402 2020-07-31 22:58:11,531 - mmaction - INFO - Epoch [10][900/940] lr: 3.988e-01, eta: 7 days, 22:18:55, time: 1.632, data_time: 0.007, memory: 9063, top1_acc: 0.2291, top5_acc: 0.4631, loss_cls: 3.6697, loss: 3.6697, grad_norm: 0.9614 2020-07-31 22:58:45,140 - mmaction - INFO - Epoch [10][920/940] lr: 3.988e-01, eta: 7 days, 22:07:24, time: 1.680, data_time: 0.003, memory: 9063, top1_acc: 0.2318, top5_acc: 0.4732, loss_cls: 3.6198, loss: 3.6198, grad_norm: 0.9595 2020-07-31 22:59:16,417 - mmaction - INFO - Epoch [10][940/940] lr: 3.988e-01, eta: 7 days, 21:54:57, time: 1.563, data_time: 0.006, memory: 9063, top1_acc: 0.2285, top5_acc: 0.4655, loss_cls: 3.6581, loss: 3.6581, grad_norm: 0.9903 2020-07-31 23:09:09,883 - mmaction - INFO - Epoch [11][20/940] lr: 3.985e-01, eta: 8 days, 1:32:17, time: 29.640, data_time: 0.425, memory: 9063, top1_acc: 0.2166, top5_acc: 0.4604, loss_cls: 3.6837, loss: 3.6837, grad_norm: 0.9804 2020-07-31 23:09:35,200 - mmaction - INFO - Epoch [11][40/940] lr: 3.985e-01, eta: 8 days, 1:17:07, time: 1.278, data_time: 0.020, memory: 9063, top1_acc: 0.2328, top5_acc: 0.4762, loss_cls: 3.6490, loss: 3.6490, grad_norm: 0.9766 2020-07-31 23:10:02,065 - mmaction - INFO - Epoch [11][60/940] lr: 3.985e-01, eta: 8 days, 1:02:32, time: 1.343, data_time: 0.007, memory: 9063, top1_acc: 0.2357, top5_acc: 0.4615, loss_cls: 3.6599, loss: 3.6599, grad_norm: 0.9608 2020-07-31 23:10:29,830 - mmaction - INFO - Epoch [11][80/940] lr: 3.985e-01, eta: 8 days, 0:48:24, time: 1.390, data_time: 0.005, memory: 9063, top1_acc: 0.2291, top5_acc: 0.4727, loss_cls: 3.6336, loss: 3.6336, grad_norm: 0.9814 2020-07-31 23:10:59,125 - mmaction - INFO - Epoch [11][100/940] lr: 3.985e-01, eta: 8 days, 0:34:54, time: 1.463, data_time: 0.005, memory: 9063, top1_acc: 0.2389, top5_acc: 0.4799, loss_cls: 3.6135, loss: 3.6135, grad_norm: 0.9617 2020-07-31 23:11:27,786 - mmaction - INFO - Epoch [11][120/940] lr: 3.985e-01, eta: 8 days, 0:21:14, time: 1.434, data_time: 0.006, memory: 9063, top1_acc: 0.2326, top5_acc: 0.4723, loss_cls: 3.6411, loss: 3.6411, grad_norm: 0.9628 2020-07-31 23:11:57,896 - mmaction - INFO - Epoch [11][140/940] lr: 3.985e-01, eta: 8 days, 0:08:12, time: 1.504, data_time: 0.005, memory: 9063, top1_acc: 0.2354, top5_acc: 0.4668, loss_cls: 3.6739, loss: 3.6739, grad_norm: 0.9613 2020-07-31 23:12:30,370 - mmaction - INFO - Epoch [11][160/940] lr: 3.985e-01, eta: 7 days, 23:56:10, time: 1.624, data_time: 0.005, memory: 9063, top1_acc: 0.2445, top5_acc: 0.4813, loss_cls: 3.5975, loss: 3.5975, grad_norm: 0.9689 2020-07-31 23:13:00,885 - mmaction - INFO - Epoch [11][180/940] lr: 3.985e-01, eta: 7 days, 23:43:24, time: 1.526, data_time: 0.005, memory: 9063, top1_acc: 0.2324, top5_acc: 0.4635, loss_cls: 3.6344, loss: 3.6344, grad_norm: 0.9777 2020-07-31 23:13:31,849 - mmaction - INFO - Epoch [11][200/940] lr: 3.985e-01, eta: 7 days, 23:30:52, time: 1.548, data_time: 0.008, memory: 9063, top1_acc: 0.2396, top5_acc: 0.4744, loss_cls: 3.6086, loss: 3.6086, grad_norm: 0.9735 2020-07-31 23:14:02,452 - mmaction - INFO - Epoch [11][220/940] lr: 3.985e-01, eta: 7 days, 23:18:14, time: 1.531, data_time: 0.006, memory: 9063, top1_acc: 0.2332, top5_acc: 0.4707, loss_cls: 3.6392, loss: 3.6392, grad_norm: 0.9722 2020-07-31 23:14:33,749 - mmaction - INFO - Epoch [11][240/940] lr: 3.985e-01, eta: 7 days, 23:05:55, time: 1.565, data_time: 0.005, memory: 9063, top1_acc: 0.2264, top5_acc: 0.4744, loss_cls: 3.6258, loss: 3.6258, grad_norm: 0.9871 2020-07-31 23:15:05,376 - mmaction - INFO - Epoch [11][260/940] lr: 3.985e-01, eta: 7 days, 22:53:48, time: 1.582, data_time: 0.003, memory: 9063, top1_acc: 0.2363, top5_acc: 0.4734, loss_cls: 3.6483, loss: 3.6483, grad_norm: 0.9847 2020-07-31 23:15:38,312 - mmaction - INFO - Epoch [11][280/940] lr: 3.985e-01, eta: 7 days, 22:42:14, time: 1.646, data_time: 0.002, memory: 9063, top1_acc: 0.2330, top5_acc: 0.4691, loss_cls: 3.6447, loss: 3.6447, grad_norm: 0.9502 2020-07-31 23:16:09,472 - mmaction - INFO - Epoch [11][300/940] lr: 3.985e-01, eta: 7 days, 22:29:59, time: 1.554, data_time: 0.005, memory: 9063, top1_acc: 0.2328, top5_acc: 0.4744, loss_cls: 3.6328, loss: 3.6328, grad_norm: 0.9761 2020-07-31 23:16:42,575 - mmaction - INFO - Epoch [11][320/940] lr: 3.985e-01, eta: 7 days, 22:18:37, time: 1.658, data_time: 0.008, memory: 9063, top1_acc: 0.2371, top5_acc: 0.4699, loss_cls: 3.6389, loss: 3.6389, grad_norm: 0.9648 2020-07-31 23:17:13,955 - mmaction - INFO - Epoch [11][340/940] lr: 3.985e-01, eta: 7 days, 22:06:35, time: 1.570, data_time: 0.007, memory: 9063, top1_acc: 0.2348, top5_acc: 0.4752, loss_cls: 3.6187, loss: 3.6187, grad_norm: 0.9698 2020-07-31 23:17:46,208 - mmaction - INFO - Epoch [11][360/940] lr: 3.985e-01, eta: 7 days, 21:54:57, time: 1.615, data_time: 0.005, memory: 9063, top1_acc: 0.2256, top5_acc: 0.4529, loss_cls: 3.6978, loss: 3.6978, grad_norm: 0.9624 2020-07-31 23:18:18,935 - mmaction - INFO - Epoch [11][380/940] lr: 3.985e-01, eta: 7 days, 21:43:31, time: 1.634, data_time: 0.004, memory: 9063, top1_acc: 0.2338, top5_acc: 0.4770, loss_cls: 3.6331, loss: 3.6331, grad_norm: 0.9759 2020-07-31 23:18:51,314 - mmaction - INFO - Epoch [11][400/940] lr: 3.985e-01, eta: 7 days, 21:32:02, time: 1.621, data_time: 0.005, memory: 9063, top1_acc: 0.2338, top5_acc: 0.4760, loss_cls: 3.6071, loss: 3.6071, grad_norm: 0.9639 2020-07-31 23:19:24,031 - mmaction - INFO - Epoch [11][420/940] lr: 3.985e-01, eta: 7 days, 21:20:41, time: 1.634, data_time: 0.005, memory: 9063, top1_acc: 0.2248, top5_acc: 0.4648, loss_cls: 3.6792, loss: 3.6792, grad_norm: 0.9892 2020-07-31 23:19:56,490 - mmaction - INFO - Epoch [11][440/940] lr: 3.985e-01, eta: 7 days, 21:09:19, time: 1.624, data_time: 0.005, memory: 9063, top1_acc: 0.2287, top5_acc: 0.4598, loss_cls: 3.6607, loss: 3.6607, grad_norm: 1.0148 2020-07-31 23:20:28,408 - mmaction - INFO - Epoch [11][460/940] lr: 3.985e-01, eta: 7 days, 20:57:44, time: 1.591, data_time: 0.009, memory: 9063, top1_acc: 0.2389, top5_acc: 0.4818, loss_cls: 3.6107, loss: 3.6107, grad_norm: 0.9491 2020-07-31 23:21:01,076 - mmaction - INFO - Epoch [11][480/940] lr: 3.985e-01, eta: 7 days, 20:46:33, time: 1.639, data_time: 0.008, memory: 9063, top1_acc: 0.2389, top5_acc: 0.4725, loss_cls: 3.6207, loss: 3.6207, grad_norm: 0.9514 2020-07-31 23:21:32,834 - mmaction - INFO - Epoch [11][500/940] lr: 3.985e-01, eta: 7 days, 20:35:01, time: 1.586, data_time: 0.009, memory: 9063, top1_acc: 0.2443, top5_acc: 0.4861, loss_cls: 3.6017, loss: 3.6017, grad_norm: 0.9757 2020-07-31 23:22:04,947 - mmaction - INFO - Epoch [11][520/940] lr: 3.985e-01, eta: 7 days, 20:23:41, time: 1.607, data_time: 0.005, memory: 9063, top1_acc: 0.2334, top5_acc: 0.4705, loss_cls: 3.6410, loss: 3.6410, grad_norm: 0.9573 2020-07-31 23:22:37,970 - mmaction - INFO - Epoch [11][540/940] lr: 3.985e-01, eta: 7 days, 20:12:44, time: 1.651, data_time: 0.005, memory: 9063, top1_acc: 0.2381, top5_acc: 0.4813, loss_cls: 3.6151, loss: 3.6151, grad_norm: 0.9689 2020-07-31 23:23:09,736 - mmaction - INFO - Epoch [11][560/940] lr: 3.985e-01, eta: 7 days, 20:01:21, time: 1.589, data_time: 0.004, memory: 9063, top1_acc: 0.2475, top5_acc: 0.4799, loss_cls: 3.5966, loss: 3.5966, grad_norm: 0.9711 2020-07-31 23:23:41,915 - mmaction - INFO - Epoch [11][580/940] lr: 3.985e-01, eta: 7 days, 19:50:08, time: 1.606, data_time: 0.002, memory: 9063, top1_acc: 0.2404, top5_acc: 0.4770, loss_cls: 3.6020, loss: 3.6020, grad_norm: 0.9765 2020-07-31 23:24:14,343 - mmaction - INFO - Epoch [11][600/940] lr: 3.985e-01, eta: 7 days, 19:39:06, time: 1.623, data_time: 0.008, memory: 9063, top1_acc: 0.2313, top5_acc: 0.4686, loss_cls: 3.6556, loss: 3.6556, grad_norm: 0.9818 2020-07-31 23:24:47,526 - mmaction - INFO - Epoch [11][620/940] lr: 3.985e-01, eta: 7 days, 19:28:22, time: 1.656, data_time: 0.006, memory: 9063, top1_acc: 0.2412, top5_acc: 0.4842, loss_cls: 3.5797, loss: 3.5797, grad_norm: 0.9634 2020-07-31 23:25:19,284 - mmaction - INFO - Epoch [11][640/940] lr: 3.985e-01, eta: 7 days, 19:17:09, time: 1.590, data_time: 0.006, memory: 9063, top1_acc: 0.2311, top5_acc: 0.4766, loss_cls: 3.6170, loss: 3.6170, grad_norm: 0.9755 2020-07-31 23:25:51,900 - mmaction - INFO - Epoch [11][660/940] lr: 3.985e-01, eta: 7 days, 19:06:18, time: 1.632, data_time: 0.006, memory: 9063, top1_acc: 0.2475, top5_acc: 0.4779, loss_cls: 3.5993, loss: 3.5993, grad_norm: 0.9695 2020-07-31 23:26:24,033 - mmaction - INFO - Epoch [11][680/940] lr: 3.985e-01, eta: 7 days, 18:55:18, time: 1.606, data_time: 0.008, memory: 9063, top1_acc: 0.2357, top5_acc: 0.4807, loss_cls: 3.6079, loss: 3.6079, grad_norm: 0.9696 2020-07-31 23:26:56,471 - mmaction - INFO - Epoch [11][700/940] lr: 3.985e-01, eta: 7 days, 18:44:28, time: 1.623, data_time: 0.005, memory: 9063, top1_acc: 0.2395, top5_acc: 0.4826, loss_cls: 3.5721, loss: 3.5721, grad_norm: 0.9675 2020-07-31 23:27:29,077 - mmaction - INFO - Epoch [11][720/940] lr: 3.985e-01, eta: 7 days, 18:33:43, time: 1.627, data_time: 0.006, memory: 9063, top1_acc: 0.2316, top5_acc: 0.4674, loss_cls: 3.6466, loss: 3.6466, grad_norm: 0.9688 2020-07-31 23:28:01,291 - mmaction - INFO - Epoch [11][740/940] lr: 3.985e-01, eta: 7 days, 18:22:54, time: 1.614, data_time: 0.007, memory: 9063, top1_acc: 0.2346, top5_acc: 0.4734, loss_cls: 3.6451, loss: 3.6451, grad_norm: 0.9759 2020-07-31 23:28:33,680 - mmaction - INFO - Epoch [11][760/940] lr: 3.985e-01, eta: 7 days, 18:12:08, time: 1.617, data_time: 0.007, memory: 9063, top1_acc: 0.2316, top5_acc: 0.4680, loss_cls: 3.6621, loss: 3.6621, grad_norm: 0.9884 2020-07-31 23:29:05,464 - mmaction - INFO - Epoch [11][780/940] lr: 3.985e-01, eta: 7 days, 18:01:14, time: 1.591, data_time: 0.008, memory: 9063, top1_acc: 0.2396, top5_acc: 0.4869, loss_cls: 3.6036, loss: 3.6036, grad_norm: 0.9632 2020-07-31 23:29:37,289 - mmaction - INFO - Epoch [11][800/940] lr: 3.985e-01, eta: 7 days, 17:50:21, time: 1.589, data_time: 0.008, memory: 9063, top1_acc: 0.2418, top5_acc: 0.4799, loss_cls: 3.6564, loss: 3.6564, grad_norm: 0.9675 2020-07-31 23:30:10,076 - mmaction - INFO - Epoch [11][820/940] lr: 3.985e-01, eta: 7 days, 17:39:54, time: 1.641, data_time: 0.006, memory: 9063, top1_acc: 0.2377, top5_acc: 0.4789, loss_cls: 3.6121, loss: 3.6121, grad_norm: 0.9609 2020-07-31 23:30:41,922 - mmaction - INFO - Epoch [11][840/940] lr: 3.985e-01, eta: 7 days, 17:29:07, time: 1.593, data_time: 0.005, memory: 9063, top1_acc: 0.2436, top5_acc: 0.4848, loss_cls: 3.6096, loss: 3.6096, grad_norm: 0.9609 2020-07-31 23:31:14,339 - mmaction - INFO - Epoch [11][860/940] lr: 3.985e-01, eta: 7 days, 17:18:34, time: 1.618, data_time: 0.005, memory: 9063, top1_acc: 0.2371, top5_acc: 0.4760, loss_cls: 3.6246, loss: 3.6246, grad_norm: 0.9672 2020-07-31 23:31:46,574 - mmaction - INFO - Epoch [11][880/940] lr: 3.985e-01, eta: 7 days, 17:08:02, time: 1.614, data_time: 0.007, memory: 9063, top1_acc: 0.2385, top5_acc: 0.4908, loss_cls: 3.5843, loss: 3.5843, grad_norm: 0.9741 2020-07-31 23:32:18,598 - mmaction - INFO - Epoch [11][900/940] lr: 3.985e-01, eta: 7 days, 16:57:26, time: 1.600, data_time: 0.009, memory: 9063, top1_acc: 0.2338, top5_acc: 0.4717, loss_cls: 3.6121, loss: 3.6121, grad_norm: 1.0079 2020-07-31 23:32:51,389 - mmaction - INFO - Epoch [11][920/940] lr: 3.985e-01, eta: 7 days, 16:47:09, time: 1.638, data_time: 0.005, memory: 9063, top1_acc: 0.2453, top5_acc: 0.4918, loss_cls: 3.5633, loss: 3.5633, grad_norm: 0.9746 2020-07-31 23:33:23,409 - mmaction - INFO - Epoch [11][940/940] lr: 3.985e-01, eta: 7 days, 16:36:38, time: 1.602, data_time: 0.010, memory: 9063, top1_acc: 0.2411, top5_acc: 0.4834, loss_cls: 3.5882, loss: 3.5882, grad_norm: 0.9995 2020-07-31 23:52:07,885 - mmaction - INFO - Epoch [12][20/940] lr: 3.982e-01, eta: 7 days, 23:10:42, time: 56.201, data_time: 54.983, memory: 9063, top1_acc: 0.2354, top5_acc: 0.4787, loss_cls: 3.6173, loss: 3.6173, grad_norm: 1.0019 2020-07-31 23:52:33,260 - mmaction - INFO - Epoch [12][40/940] lr: 3.982e-01, eta: 7 days, 22:57:01, time: 1.274, data_time: 0.020, memory: 9063, top1_acc: 0.2498, top5_acc: 0.4877, loss_cls: 3.5936, loss: 3.5936, grad_norm: 0.9781 2020-07-31 23:53:00,176 - mmaction - INFO - Epoch [12][60/940] lr: 3.982e-01, eta: 7 days, 22:43:56, time: 1.347, data_time: 0.006, memory: 9063, top1_acc: 0.2436, top5_acc: 0.4828, loss_cls: 3.5885, loss: 3.5885, grad_norm: 0.9813 2020-07-31 23:53:28,301 - mmaction - INFO - Epoch [12][80/940] lr: 3.982e-01, eta: 7 days, 22:31:20, time: 1.406, data_time: 0.005, memory: 9063, top1_acc: 0.2445, top5_acc: 0.4885, loss_cls: 3.5621, loss: 3.5621, grad_norm: 0.9783 2020-07-31 23:53:55,989 - mmaction - INFO - Epoch [12][100/940] lr: 3.982e-01, eta: 7 days, 22:18:37, time: 1.385, data_time: 0.005, memory: 9063, top1_acc: 0.2498, top5_acc: 0.4910, loss_cls: 3.5601, loss: 3.5601, grad_norm: 0.9885 2020-07-31 23:54:25,767 - mmaction - INFO - Epoch [12][120/940] lr: 3.982e-01, eta: 7 days, 22:06:41, time: 1.485, data_time: 0.009, memory: 9063, top1_acc: 0.2414, top5_acc: 0.4793, loss_cls: 3.5992, loss: 3.5992, grad_norm: 0.9824 2020-07-31 23:54:55,091 - mmaction - INFO - Epoch [12][140/940] lr: 3.982e-01, eta: 7 days, 21:54:41, time: 1.469, data_time: 0.007, memory: 9063, top1_acc: 0.2377, top5_acc: 0.4875, loss_cls: 3.5571, loss: 3.5571, grad_norm: 0.9917 2020-07-31 23:55:24,377 - mmaction - INFO - Epoch [12][160/940] lr: 3.982e-01, eta: 7 days, 21:42:42, time: 1.466, data_time: 0.005, memory: 9063, top1_acc: 0.2447, top5_acc: 0.4945, loss_cls: 3.5451, loss: 3.5451, grad_norm: 0.9914 2020-07-31 23:55:54,000 - mmaction - INFO - Epoch [12][180/940] lr: 3.982e-01, eta: 7 days, 21:30:52, time: 1.480, data_time: 0.002, memory: 9063, top1_acc: 0.2346, top5_acc: 0.4832, loss_cls: 3.6171, loss: 3.6171, grad_norm: 0.9978 2020-07-31 23:56:25,116 - mmaction - INFO - Epoch [12][200/940] lr: 3.982e-01, eta: 7 days, 21:19:37, time: 1.555, data_time: 0.006, memory: 9063, top1_acc: 0.2408, top5_acc: 0.4715, loss_cls: 3.6451, loss: 3.6451, grad_norm: 0.9744 2020-07-31 23:56:56,083 - mmaction - INFO - Epoch [12][220/940] lr: 3.982e-01, eta: 7 days, 21:08:23, time: 1.551, data_time: 0.005, memory: 9063, top1_acc: 0.2402, top5_acc: 0.4803, loss_cls: 3.5841, loss: 3.5841, grad_norm: 0.9798 2020-07-31 23:57:26,552 - mmaction - INFO - Epoch [12][240/940] lr: 3.982e-01, eta: 7 days, 20:56:58, time: 1.520, data_time: 0.004, memory: 9063, top1_acc: 0.2465, top5_acc: 0.4822, loss_cls: 3.5734, loss: 3.5734, grad_norm: 0.9845 2020-07-31 23:57:58,790 - mmaction - INFO - Epoch [12][260/940] lr: 3.982e-01, eta: 7 days, 20:46:16, time: 1.614, data_time: 0.006, memory: 9063, top1_acc: 0.2439, top5_acc: 0.4850, loss_cls: 3.5643, loss: 3.5643, grad_norm: 0.9773 2020-07-31 23:58:29,720 - mmaction - INFO - Epoch [12][280/940] lr: 3.982e-01, eta: 7 days, 20:35:08, time: 1.548, data_time: 0.003, memory: 9063, top1_acc: 0.2363, top5_acc: 0.4813, loss_cls: 3.6083, loss: 3.6083, grad_norm: 0.9879 2020-07-31 23:59:01,920 - mmaction - INFO - Epoch [12][300/940] lr: 3.982e-01, eta: 7 days, 20:24:28, time: 1.608, data_time: 0.004, memory: 9063, top1_acc: 0.2416, top5_acc: 0.4842, loss_cls: 3.5939, loss: 3.5939, grad_norm: 0.9708 2020-07-31 23:59:34,069 - mmaction - INFO - Epoch [12][320/940] lr: 3.982e-01, eta: 7 days, 20:13:51, time: 1.609, data_time: 0.005, memory: 9063, top1_acc: 0.2391, top5_acc: 0.4910, loss_cls: 3.5905, loss: 3.5905, grad_norm: 0.9945 2020-08-01 00:00:09,327 - mmaction - INFO - Epoch [12][340/940] lr: 3.982e-01, eta: 7 days, 20:04:19, time: 1.754, data_time: 0.005, memory: 9063, top1_acc: 0.2445, top5_acc: 0.4857, loss_cls: 3.5789, loss: 3.5789, grad_norm: 1.0084 2020-08-01 00:00:40,603 - mmaction - INFO - Epoch [12][360/940] lr: 3.982e-01, eta: 7 days, 19:53:30, time: 1.572, data_time: 0.015, memory: 9063, top1_acc: 0.2434, top5_acc: 0.4877, loss_cls: 3.5872, loss: 3.5872, grad_norm: 0.9838 2020-08-01 00:01:11,759 - mmaction - INFO - Epoch [12][380/940] lr: 3.982e-01, eta: 7 days, 19:42:36, time: 1.555, data_time: 0.004, memory: 9063, top1_acc: 0.2406, top5_acc: 0.4820, loss_cls: 3.5822, loss: 3.5822, grad_norm: 1.0044 2020-08-01 00:01:43,878 - mmaction - INFO - Epoch [12][400/940] lr: 3.982e-01, eta: 7 days, 19:32:07, time: 1.606, data_time: 0.006, memory: 9063, top1_acc: 0.2496, top5_acc: 0.4865, loss_cls: 3.5767, loss: 3.5767, grad_norm: 0.9946 2020-08-01 00:02:16,874 - mmaction - INFO - Epoch [12][420/940] lr: 3.982e-01, eta: 7 days, 19:21:59, time: 1.652, data_time: 0.005, memory: 9063, top1_acc: 0.2428, top5_acc: 0.4793, loss_cls: 3.6054, loss: 3.6054, grad_norm: 0.9780 2020-08-01 00:02:48,136 - mmaction - INFO - Epoch [12][440/940] lr: 3.982e-01, eta: 7 days, 19:11:16, time: 1.562, data_time: 0.002, memory: 9063, top1_acc: 0.2400, top5_acc: 0.4838, loss_cls: 3.5919, loss: 3.5919, grad_norm: 0.9756 2020-08-01 00:03:19,330 - mmaction - INFO - Epoch [12][460/940] lr: 3.982e-01, eta: 7 days, 19:00:31, time: 1.554, data_time: 0.005, memory: 9063, top1_acc: 0.2416, top5_acc: 0.4803, loss_cls: 3.5983, loss: 3.5983, grad_norm: 0.9810 2020-08-01 00:03:51,384 - mmaction - INFO - Epoch [12][480/940] lr: 3.982e-01, eta: 7 days, 18:50:11, time: 1.608, data_time: 0.008, memory: 9063, top1_acc: 0.2379, top5_acc: 0.4783, loss_cls: 3.5999, loss: 3.5999, grad_norm: 0.9781 2020-08-01 00:04:22,289 - mmaction - INFO - Epoch [12][500/940] lr: 3.982e-01, eta: 7 days, 18:39:26, time: 1.543, data_time: 0.008, memory: 9063, top1_acc: 0.2561, top5_acc: 0.4891, loss_cls: 3.5295, loss: 3.5295, grad_norm: 0.9770 2020-08-01 00:04:53,909 - mmaction - INFO - Epoch [12][520/940] lr: 3.982e-01, eta: 7 days, 18:28:59, time: 1.581, data_time: 0.007, memory: 9063, top1_acc: 0.2477, top5_acc: 0.4887, loss_cls: 3.5516, loss: 3.5516, grad_norm: 0.9862 2020-08-01 00:05:25,613 - mmaction - INFO - Epoch [12][540/940] lr: 3.982e-01, eta: 7 days, 18:18:37, time: 1.588, data_time: 0.006, memory: 9063, top1_acc: 0.2402, top5_acc: 0.4896, loss_cls: 3.5514, loss: 3.5514, grad_norm: 0.9865 2020-08-01 00:05:57,433 - mmaction - INFO - Epoch [12][560/940] lr: 3.982e-01, eta: 7 days, 18:08:16, time: 1.585, data_time: 0.005, memory: 9063, top1_acc: 0.2432, top5_acc: 0.4951, loss_cls: 3.5392, loss: 3.5392, grad_norm: 0.9880 2020-08-01 00:06:28,949 - mmaction - INFO - Epoch [12][580/940] lr: 3.982e-01, eta: 7 days, 17:57:56, time: 1.582, data_time: 0.008, memory: 9063, top1_acc: 0.2619, top5_acc: 0.4938, loss_cls: 3.4995, loss: 3.4995, grad_norm: 0.9787 2020-08-01 00:07:01,400 - mmaction - INFO - Epoch [12][600/940] lr: 3.982e-01, eta: 7 days, 17:47:55, time: 1.622, data_time: 0.002, memory: 9063, top1_acc: 0.2309, top5_acc: 0.4770, loss_cls: 3.6036, loss: 3.6036, grad_norm: 0.9961 2020-08-01 00:07:32,963 - mmaction - INFO - Epoch [12][620/940] lr: 3.982e-01, eta: 7 days, 17:37:37, time: 1.576, data_time: 0.004, memory: 9063, top1_acc: 0.2342, top5_acc: 0.4813, loss_cls: 3.5969, loss: 3.5969, grad_norm: 1.0003 2020-08-01 00:08:05,778 - mmaction - INFO - Epoch [12][640/940] lr: 3.982e-01, eta: 7 days, 17:27:47, time: 1.639, data_time: 0.007, memory: 9063, top1_acc: 0.2422, top5_acc: 0.4834, loss_cls: 3.5738, loss: 3.5738, grad_norm: 1.0011 2020-08-01 00:08:37,130 - mmaction - INFO - Epoch [12][660/940] lr: 3.982e-01, eta: 7 days, 17:17:31, time: 1.571, data_time: 0.010, memory: 9063, top1_acc: 0.2439, top5_acc: 0.4922, loss_cls: 3.5300, loss: 3.5300, grad_norm: 0.9877 2020-08-01 00:09:10,283 - mmaction - INFO - Epoch [12][680/940] lr: 3.982e-01, eta: 7 days, 17:07:54, time: 1.658, data_time: 0.005, memory: 9063, top1_acc: 0.2359, top5_acc: 0.4832, loss_cls: 3.5929, loss: 3.5929, grad_norm: 0.9936 2020-08-01 00:09:42,602 - mmaction - INFO - Epoch [12][700/940] lr: 3.982e-01, eta: 7 days, 16:58:00, time: 1.613, data_time: 0.005, memory: 9063, top1_acc: 0.2416, top5_acc: 0.4844, loss_cls: 3.5842, loss: 3.5842, grad_norm: 0.9839 2020-08-01 00:10:15,232 - mmaction - INFO - Epoch [12][720/940] lr: 3.982e-01, eta: 7 days, 16:48:15, time: 1.631, data_time: 0.007, memory: 9063, top1_acc: 0.2359, top5_acc: 0.4775, loss_cls: 3.6259, loss: 3.6259, grad_norm: 0.9903 2020-08-01 00:10:46,185 - mmaction - INFO - Epoch [12][740/940] lr: 3.982e-01, eta: 7 days, 16:37:59, time: 1.551, data_time: 0.007, memory: 9063, top1_acc: 0.2363, top5_acc: 0.4781, loss_cls: 3.5961, loss: 3.5961, grad_norm: 0.9815 2020-08-01 00:11:19,960 - mmaction - INFO - Epoch [12][760/940] lr: 3.982e-01, eta: 7 days, 16:28:41, time: 1.686, data_time: 0.004, memory: 9063, top1_acc: 0.2396, top5_acc: 0.4822, loss_cls: 3.5873, loss: 3.5873, grad_norm: 0.9838 2020-08-01 00:11:50,881 - mmaction - INFO - Epoch [12][780/940] lr: 3.982e-01, eta: 7 days, 16:18:28, time: 1.548, data_time: 0.007, memory: 9063, top1_acc: 0.2346, top5_acc: 0.4750, loss_cls: 3.6163, loss: 3.6163, grad_norm: 1.0116 2020-08-01 00:12:23,449 - mmaction - INFO - Epoch [12][800/940] lr: 3.982e-01, eta: 7 days, 16:08:49, time: 1.627, data_time: 0.005, memory: 9063, top1_acc: 0.2590, top5_acc: 0.5014, loss_cls: 3.5241, loss: 3.5241, grad_norm: 0.9717 2020-08-01 00:12:56,038 - mmaction - INFO - Epoch [12][820/940] lr: 3.982e-01, eta: 7 days, 15:59:14, time: 1.631, data_time: 0.006, memory: 9063, top1_acc: 0.2512, top5_acc: 0.4928, loss_cls: 3.5411, loss: 3.5411, grad_norm: 0.9923 2020-08-01 00:13:27,896 - mmaction - INFO - Epoch [12][840/940] lr: 3.982e-01, eta: 7 days, 15:49:24, time: 1.589, data_time: 0.005, memory: 9063, top1_acc: 0.2393, top5_acc: 0.4877, loss_cls: 3.5651, loss: 3.5651, grad_norm: 1.0025 2020-08-01 00:13:59,133 - mmaction - INFO - Epoch [12][860/940] lr: 3.982e-01, eta: 7 days, 15:39:26, time: 1.566, data_time: 0.007, memory: 9063, top1_acc: 0.2484, top5_acc: 0.4914, loss_cls: 3.5421, loss: 3.5421, grad_norm: 0.9849 2020-08-01 00:14:31,179 - mmaction - INFO - Epoch [12][880/940] lr: 3.982e-01, eta: 7 days, 15:29:45, time: 1.601, data_time: 0.005, memory: 9063, top1_acc: 0.2436, top5_acc: 0.4875, loss_cls: 3.5517, loss: 3.5517, grad_norm: 1.0024 2020-08-01 00:15:03,293 - mmaction - INFO - Epoch [12][900/940] lr: 3.982e-01, eta: 7 days, 15:20:08, time: 1.607, data_time: 0.006, memory: 9063, top1_acc: 0.2426, top5_acc: 0.4924, loss_cls: 3.5315, loss: 3.5315, grad_norm: 0.9782 2020-08-01 00:15:35,815 - mmaction - INFO - Epoch [12][920/940] lr: 3.982e-01, eta: 7 days, 15:10:41, time: 1.627, data_time: 0.002, memory: 9063, top1_acc: 0.2295, top5_acc: 0.4771, loss_cls: 3.6325, loss: 3.6325, grad_norm: 0.9794 2020-08-01 00:16:07,139 - mmaction - INFO - Epoch [12][940/940] lr: 3.982e-01, eta: 7 days, 15:00:50, time: 1.564, data_time: 0.008, memory: 9063, top1_acc: 0.2470, top5_acc: 0.4939, loss_cls: 3.5559, loss: 3.5559, grad_norm: 1.0071 2020-08-01 00:16:07,537 - mmaction - INFO - Saving checkpoint at 12 epochs 2020-08-01 00:39:51,394 - mmaction - INFO - Epoch [13][20/940] lr: 3.978e-01, eta: 7 days, 22:41:29, time: 71.106, data_time: 33.025, memory: 9063, top1_acc: 0.2484, top5_acc: 0.4809, loss_cls: 3.5503, loss: 3.5503, grad_norm: 1.0028 2020-08-01 00:40:16,409 - mmaction - INFO - Epoch [13][40/940] lr: 3.978e-01, eta: 7 days, 22:28:44, time: 1.252, data_time: 0.006, memory: 9063, top1_acc: 0.2461, top5_acc: 0.5023, loss_cls: 3.5059, loss: 3.5059, grad_norm: 0.9919 2020-08-01 00:40:42,436 - mmaction - INFO - Epoch [13][60/940] lr: 3.978e-01, eta: 7 days, 22:16:22, time: 1.303, data_time: 0.006, memory: 9063, top1_acc: 0.2500, top5_acc: 0.4922, loss_cls: 3.5385, loss: 3.5385, grad_norm: 0.9887 2020-08-01 00:41:11,078 - mmaction - INFO - Epoch [13][80/940] lr: 3.978e-01, eta: 7 days, 22:04:54, time: 1.432, data_time: 0.006, memory: 9063, top1_acc: 0.2496, top5_acc: 0.4914, loss_cls: 3.5447, loss: 3.5447, grad_norm: 0.9978 2020-08-01 00:41:40,463 - mmaction - INFO - Epoch [13][100/940] lr: 3.978e-01, eta: 7 days, 21:53:44, time: 1.470, data_time: 0.005, memory: 9063, top1_acc: 0.2465, top5_acc: 0.4947, loss_cls: 3.5356, loss: 3.5356, grad_norm: 1.0209 2020-08-01 00:42:12,481 - mmaction - INFO - Epoch [13][120/940] lr: 3.978e-01, eta: 7 days, 21:43:29, time: 1.600, data_time: 0.002, memory: 9063, top1_acc: 0.2533, top5_acc: 0.4951, loss_cls: 3.5331, loss: 3.5331, grad_norm: 1.0109 2020-08-01 00:42:42,177 - mmaction - INFO - Epoch [13][140/940] lr: 3.978e-01, eta: 7 days, 21:32:28, time: 1.483, data_time: 0.006, memory: 9063, top1_acc: 0.2484, top5_acc: 0.5025, loss_cls: 3.4911, loss: 3.4911, grad_norm: 0.9953 2020-08-01 00:43:14,919 - mmaction - INFO - Epoch [13][160/940] lr: 3.978e-01, eta: 7 days, 21:22:32, time: 1.637, data_time: 0.008, memory: 9063, top1_acc: 0.2584, top5_acc: 0.4959, loss_cls: 3.4996, loss: 3.4996, grad_norm: 0.9992 2020-08-01 00:43:46,587 - mmaction - INFO - Epoch [13][180/940] lr: 3.978e-01, eta: 7 days, 21:12:17, time: 1.586, data_time: 0.006, memory: 9063, top1_acc: 0.2396, top5_acc: 0.4842, loss_cls: 3.5885, loss: 3.5885, grad_norm: 1.0168 2020-08-01 00:44:18,458 - mmaction - INFO - Epoch [13][200/940] lr: 3.978e-01, eta: 7 days, 21:02:06, time: 1.591, data_time: 0.005, memory: 9063, top1_acc: 0.2527, top5_acc: 0.5004, loss_cls: 3.5308, loss: 3.5308, grad_norm: 0.9948 2020-08-01 00:44:49,982 - mmaction - INFO - Epoch [13][220/940] lr: 3.978e-01, eta: 7 days, 20:51:52, time: 1.577, data_time: 0.006, memory: 9063, top1_acc: 0.2516, top5_acc: 0.4912, loss_cls: 3.5859, loss: 3.5859, grad_norm: 1.0006 2020-08-01 00:45:21,395 - mmaction - INFO - Epoch [13][240/940] lr: 3.978e-01, eta: 7 days, 20:41:36, time: 1.569, data_time: 0.005, memory: 9063, top1_acc: 0.2416, top5_acc: 0.4902, loss_cls: 3.5733, loss: 3.5733, grad_norm: 0.9833 2020-08-01 00:45:53,266 - mmaction - INFO - Epoch [13][260/940] lr: 3.978e-01, eta: 7 days, 20:31:34, time: 1.597, data_time: 0.006, memory: 9063, top1_acc: 0.2482, top5_acc: 0.4967, loss_cls: 3.5416, loss: 3.5416, grad_norm: 1.0132 2020-08-01 00:46:25,870 - mmaction - INFO - Epoch [13][280/940] lr: 3.978e-01, eta: 7 days, 20:21:44, time: 1.623, data_time: 0.005, memory: 9063, top1_acc: 0.2377, top5_acc: 0.4887, loss_cls: 3.5625, loss: 3.5625, grad_norm: 0.9867 2020-08-01 00:46:56,437 - mmaction - INFO - Epoch [13][300/940] lr: 3.978e-01, eta: 7 days, 20:11:21, time: 1.535, data_time: 0.010, memory: 9063, top1_acc: 0.2463, top5_acc: 0.4865, loss_cls: 3.5513, loss: 3.5513, grad_norm: 0.9957 2020-08-01 00:47:28,565 - mmaction - INFO - Epoch [13][320/940] lr: 3.978e-01, eta: 7 days, 20:01:27, time: 1.604, data_time: 0.006, memory: 9063, top1_acc: 0.2441, top5_acc: 0.4842, loss_cls: 3.5740, loss: 3.5740, grad_norm: 0.9844 2020-08-01 00:47:59,885 - mmaction - INFO - Epoch [13][340/940] lr: 3.978e-01, eta: 7 days, 19:51:21, time: 1.568, data_time: 0.007, memory: 9063, top1_acc: 0.2475, top5_acc: 0.4980, loss_cls: 3.5404, loss: 3.5404, grad_norm: 0.9957 2020-08-01 00:48:31,171 - mmaction - INFO - Epoch [13][360/940] lr: 3.978e-01, eta: 7 days, 19:41:13, time: 1.558, data_time: 0.004, memory: 9063, top1_acc: 0.2469, top5_acc: 0.4926, loss_cls: 3.5382, loss: 3.5382, grad_norm: 0.9972 2020-08-01 00:49:02,607 - mmaction - INFO - Epoch [13][380/940] lr: 3.978e-01, eta: 7 days, 19:31:14, time: 1.575, data_time: 0.009, memory: 9063, top1_acc: 0.2420, top5_acc: 0.4902, loss_cls: 3.5777, loss: 3.5777, grad_norm: 1.0027 2020-08-01 00:49:35,191 - mmaction - INFO - Epoch [13][400/940] lr: 3.978e-01, eta: 7 days, 19:21:38, time: 1.630, data_time: 0.008, memory: 9063, top1_acc: 0.2598, top5_acc: 0.5084, loss_cls: 3.4593, loss: 3.4593, grad_norm: 1.0141 2020-08-01 00:50:06,153 - mmaction - INFO - Epoch [13][420/940] lr: 3.978e-01, eta: 7 days, 19:11:33, time: 1.551, data_time: 0.008, memory: 9063, top1_acc: 0.2416, top5_acc: 0.4893, loss_cls: 3.5340, loss: 3.5340, grad_norm: 1.0054 2020-08-01 00:50:37,608 - mmaction - INFO - Epoch [13][440/940] lr: 3.978e-01, eta: 7 days, 19:01:39, time: 1.572, data_time: 0.003, memory: 9063, top1_acc: 0.2406, top5_acc: 0.4953, loss_cls: 3.5234, loss: 3.5234, grad_norm: 0.9917 2020-08-01 00:51:10,500 - mmaction - INFO - Epoch [13][460/940] lr: 3.978e-01, eta: 7 days, 18:52:13, time: 1.640, data_time: 0.005, memory: 9063, top1_acc: 0.2479, top5_acc: 0.4939, loss_cls: 3.5146, loss: 3.5146, grad_norm: 1.0030 2020-08-01 00:51:41,787 - mmaction - INFO - Epoch [13][480/940] lr: 3.978e-01, eta: 7 days, 18:42:21, time: 1.569, data_time: 0.008, memory: 9063, top1_acc: 0.2445, top5_acc: 0.4932, loss_cls: 3.5366, loss: 3.5366, grad_norm: 1.0001 2020-08-01 00:52:14,259 - mmaction - INFO - Epoch [13][500/940] lr: 3.978e-01, eta: 7 days, 18:32:52, time: 1.624, data_time: 0.005, memory: 9063, top1_acc: 0.2498, top5_acc: 0.5008, loss_cls: 3.5321, loss: 3.5321, grad_norm: 1.0078 2020-08-01 00:52:46,240 - mmaction - INFO - Epoch [13][520/940] lr: 3.978e-01, eta: 7 days, 18:23:15, time: 1.598, data_time: 0.007, memory: 9063, top1_acc: 0.2471, top5_acc: 0.4932, loss_cls: 3.5485, loss: 3.5485, grad_norm: 0.9857 2020-08-01 00:53:17,536 - mmaction - INFO - Epoch [13][540/940] lr: 3.978e-01, eta: 7 days, 18:13:26, time: 1.564, data_time: 0.006, memory: 9063, top1_acc: 0.2604, top5_acc: 0.5008, loss_cls: 3.4957, loss: 3.4957, grad_norm: 0.9909 2020-08-01 00:53:50,435 - mmaction - INFO - Epoch [13][560/940] lr: 3.978e-01, eta: 7 days, 18:04:11, time: 1.645, data_time: 0.007, memory: 9063, top1_acc: 0.2436, top5_acc: 0.4861, loss_cls: 3.5549, loss: 3.5549, grad_norm: 0.9913 2020-08-01 00:54:21,715 - mmaction - INFO - Epoch [13][580/940] lr: 3.978e-01, eta: 7 days, 17:54:27, time: 1.565, data_time: 0.005, memory: 9063, top1_acc: 0.2465, top5_acc: 0.4869, loss_cls: 3.5486, loss: 3.5486, grad_norm: 1.0083 2020-08-01 00:54:54,476 - mmaction - INFO - Epoch [13][600/940] lr: 3.978e-01, eta: 7 days, 17:45:12, time: 1.637, data_time: 0.009, memory: 9063, top1_acc: 0.2471, top5_acc: 0.4895, loss_cls: 3.5486, loss: 3.5486, grad_norm: 1.0075 2020-08-01 00:55:25,462 - mmaction - INFO - Epoch [13][620/940] lr: 3.978e-01, eta: 7 days, 17:35:25, time: 1.549, data_time: 0.006, memory: 9063, top1_acc: 0.2502, top5_acc: 0.4930, loss_cls: 3.5368, loss: 3.5368, grad_norm: 0.9919 2020-08-01 00:55:57,175 - mmaction - INFO - Epoch [13][640/940] lr: 3.978e-01, eta: 7 days, 17:25:55, time: 1.586, data_time: 0.007, memory: 9063, top1_acc: 0.2557, top5_acc: 0.5072, loss_cls: 3.4831, loss: 3.4831, grad_norm: 0.9989 2020-08-01 00:56:30,189 - mmaction - INFO - Epoch [13][660/940] lr: 3.978e-01, eta: 7 days, 17:16:51, time: 1.652, data_time: 0.005, memory: 9063, top1_acc: 0.2369, top5_acc: 0.4879, loss_cls: 3.5794, loss: 3.5794, grad_norm: 1.0125 2020-08-01 00:57:01,343 - mmaction - INFO - Epoch [13][680/940] lr: 3.978e-01, eta: 7 days, 17:07:11, time: 1.552, data_time: 0.008, memory: 9063, top1_acc: 0.2508, top5_acc: 0.4891, loss_cls: 3.5443, loss: 3.5443, grad_norm: 0.9774 2020-08-01 00:57:34,203 - mmaction - INFO - Epoch [13][700/940] lr: 3.978e-01, eta: 7 days, 16:58:09, time: 1.647, data_time: 0.008, memory: 9063, top1_acc: 0.2568, top5_acc: 0.4986, loss_cls: 3.5180, loss: 3.5180, grad_norm: 0.9837 2020-08-01 00:58:06,128 - mmaction - INFO - Epoch [13][720/940] lr: 3.978e-01, eta: 7 days, 16:48:50, time: 1.598, data_time: 0.007, memory: 9063, top1_acc: 0.2598, top5_acc: 0.5023, loss_cls: 3.5048, loss: 3.5048, grad_norm: 1.0059 2020-08-01 00:58:37,163 - mmaction - INFO - Epoch [13][740/940] lr: 3.978e-01, eta: 7 days, 16:39:15, time: 1.551, data_time: 0.005, memory: 9063, top1_acc: 0.2518, top5_acc: 0.5037, loss_cls: 3.5033, loss: 3.5033, grad_norm: 0.9927 2020-08-01 00:59:09,319 - mmaction - INFO - Epoch [13][760/940] lr: 3.978e-01, eta: 7 days, 16:30:03, time: 1.609, data_time: 0.005, memory: 9063, top1_acc: 0.2471, top5_acc: 0.4865, loss_cls: 3.5498, loss: 3.5498, grad_norm: 1.0170 2020-08-01 00:59:41,683 - mmaction - INFO - Epoch [13][780/940] lr: 3.978e-01, eta: 7 days, 16:20:56, time: 1.616, data_time: 0.005, memory: 9063, top1_acc: 0.2449, top5_acc: 0.4939, loss_cls: 3.5304, loss: 3.5304, grad_norm: 1.0192 2020-08-01 01:00:16,909 - mmaction - INFO - Epoch [13][800/940] lr: 3.978e-01, eta: 7 days, 16:12:43, time: 1.752, data_time: 0.006, memory: 9063, top1_acc: 0.2592, top5_acc: 0.5111, loss_cls: 3.4730, loss: 3.4730, grad_norm: 1.0072 2020-08-01 01:00:48,574 - mmaction - INFO - Epoch [13][820/940] lr: 3.978e-01, eta: 7 days, 16:03:31, time: 1.595, data_time: 0.022, memory: 9063, top1_acc: 0.2541, top5_acc: 0.4893, loss_cls: 3.5307, loss: 3.5307, grad_norm: 0.9875 2020-08-01 01:01:19,955 - mmaction - INFO - Epoch [13][840/940] lr: 3.978e-01, eta: 7 days, 15:54:11, time: 1.567, data_time: 0.005, memory: 9063, top1_acc: 0.2422, top5_acc: 0.4951, loss_cls: 3.5408, loss: 3.5408, grad_norm: 1.0076 2020-08-01 01:01:52,533 - mmaction - INFO - Epoch [13][860/940] lr: 3.978e-01, eta: 7 days, 15:45:16, time: 1.631, data_time: 0.005, memory: 9063, top1_acc: 0.2428, top5_acc: 0.4965, loss_cls: 3.5629, loss: 3.5629, grad_norm: 0.9983 2020-08-01 01:02:23,850 - mmaction - INFO - Epoch [13][880/940] lr: 3.978e-01, eta: 7 days, 15:35:58, time: 1.564, data_time: 0.007, memory: 9063, top1_acc: 0.2527, top5_acc: 0.5027, loss_cls: 3.5005, loss: 3.5005, grad_norm: 0.9953 2020-08-01 01:02:55,453 - mmaction - INFO - Epoch [13][900/940] lr: 3.978e-01, eta: 7 days, 15:26:48, time: 1.580, data_time: 0.006, memory: 9063, top1_acc: 0.2543, top5_acc: 0.4943, loss_cls: 3.5298, loss: 3.5298, grad_norm: 1.0088 2020-08-01 01:03:27,088 - mmaction - INFO - Epoch [13][920/940] lr: 3.978e-01, eta: 7 days, 15:17:40, time: 1.581, data_time: 0.009, memory: 9063, top1_acc: 0.2531, top5_acc: 0.4961, loss_cls: 3.5483, loss: 3.5483, grad_norm: 0.9980 2020-08-01 01:03:58,617 - mmaction - INFO - Epoch [13][940/940] lr: 3.978e-01, eta: 7 days, 15:08:32, time: 1.579, data_time: 0.007, memory: 9063, top1_acc: 0.2433, top5_acc: 0.4923, loss_cls: 3.5320, loss: 3.5320, grad_norm: 0.9997 2020-08-01 01:34:58,962 - mmaction - INFO - Epoch [14][20/940] lr: 3.975e-01, eta: 8 days, 0:28:01, time: 92.989, data_time: 80.894, memory: 9063, top1_acc: 0.2529, top5_acc: 0.5006, loss_cls: 3.5027, loss: 3.5027, grad_norm: 1.0114 2020-08-01 01:35:23,937 - mmaction - INFO - Epoch [14][40/940] lr: 3.975e-01, eta: 8 days, 0:15:57, time: 1.253, data_time: 0.007, memory: 9063, top1_acc: 0.2498, top5_acc: 0.4969, loss_cls: 3.5005, loss: 3.5005, grad_norm: 0.9936 2020-08-01 01:35:49,581 - mmaction - INFO - Epoch [14][60/940] lr: 3.975e-01, eta: 8 days, 0:04:05, time: 1.280, data_time: 0.005, memory: 9063, top1_acc: 0.2443, top5_acc: 0.4961, loss_cls: 3.5425, loss: 3.5425, grad_norm: 0.9956 2020-08-01 01:36:18,509 - mmaction - INFO - Epoch [14][80/940] lr: 3.975e-01, eta: 7 days, 23:53:18, time: 1.448, data_time: 0.006, memory: 9063, top1_acc: 0.2561, top5_acc: 0.5010, loss_cls: 3.5033, loss: 3.5033, grad_norm: 1.0008 2020-08-01 01:36:48,203 - mmaction - INFO - Epoch [14][100/940] lr: 3.975e-01, eta: 7 days, 23:42:46, time: 1.484, data_time: 0.007, memory: 9063, top1_acc: 0.2621, top5_acc: 0.5053, loss_cls: 3.4572, loss: 3.4572, grad_norm: 1.0086 2020-08-01 01:37:18,655 - mmaction - INFO - Epoch [14][120/940] lr: 3.975e-01, eta: 7 days, 23:32:31, time: 1.524, data_time: 0.005, memory: 9063, top1_acc: 0.2623, top5_acc: 0.5121, loss_cls: 3.4566, loss: 3.4566, grad_norm: 1.0193 2020-08-01 01:37:50,266 - mmaction - INFO - Epoch [14][140/940] lr: 3.975e-01, eta: 7 days, 23:22:38, time: 1.578, data_time: 0.005, memory: 9063, top1_acc: 0.2537, top5_acc: 0.5002, loss_cls: 3.4820, loss: 3.4820, grad_norm: 0.9941 2020-08-01 01:38:22,480 - mmaction - INFO - Epoch [14][160/940] lr: 3.975e-01, eta: 7 days, 23:12:59, time: 1.611, data_time: 0.005, memory: 9063, top1_acc: 0.2701, top5_acc: 0.5162, loss_cls: 3.4364, loss: 3.4364, grad_norm: 1.0016 2020-08-01 01:38:53,884 - mmaction - INFO - Epoch [14][180/940] lr: 3.975e-01, eta: 7 days, 23:03:07, time: 1.572, data_time: 0.007, memory: 9063, top1_acc: 0.2695, top5_acc: 0.5055, loss_cls: 3.4832, loss: 3.4832, grad_norm: 1.0216 2020-08-01 01:39:26,904 - mmaction - INFO - Epoch [14][200/940] lr: 3.975e-01, eta: 7 days, 22:53:46, time: 1.650, data_time: 0.005, memory: 9063, top1_acc: 0.2551, top5_acc: 0.5076, loss_cls: 3.4681, loss: 3.4681, grad_norm: 1.0146 2020-08-01 01:40:00,470 - mmaction - INFO - Epoch [14][220/940] lr: 3.975e-01, eta: 7 days, 22:44:37, time: 1.680, data_time: 0.006, memory: 9063, top1_acc: 0.2408, top5_acc: 0.4965, loss_cls: 3.5588, loss: 3.5588, grad_norm: 0.9988 2020-08-01 01:40:33,591 - mmaction - INFO - Epoch [14][240/940] lr: 3.975e-01, eta: 7 days, 22:35:20, time: 1.652, data_time: 0.005, memory: 9063, top1_acc: 0.2598, top5_acc: 0.4936, loss_cls: 3.5211, loss: 3.5211, grad_norm: 0.9975 2020-08-01 01:41:07,159 - mmaction - INFO - Epoch [14][260/940] lr: 3.975e-01, eta: 7 days, 22:26:15, time: 1.682, data_time: 0.007, memory: 9063, top1_acc: 0.2703, top5_acc: 0.5094, loss_cls: 3.4780, loss: 3.4780, grad_norm: 0.9995 2020-08-01 01:41:40,113 - mmaction - INFO - Epoch [14][280/940] lr: 3.975e-01, eta: 7 days, 22:16:57, time: 1.642, data_time: 0.009, memory: 9063, top1_acc: 0.2492, top5_acc: 0.4949, loss_cls: 3.5221, loss: 3.5221, grad_norm: 1.0076 2020-08-01 01:42:13,113 - mmaction - INFO - Epoch [14][300/940] lr: 3.975e-01, eta: 7 days, 22:07:46, time: 1.655, data_time: 0.009, memory: 9063, top1_acc: 0.2543, top5_acc: 0.4984, loss_cls: 3.5366, loss: 3.5366, grad_norm: 0.9953 2020-08-01 01:42:46,594 - mmaction - INFO - Epoch [14][320/940] lr: 3.975e-01, eta: 7 days, 21:58:44, time: 1.675, data_time: 0.005, memory: 9063, top1_acc: 0.2584, top5_acc: 0.5059, loss_cls: 3.4708, loss: 3.4708, grad_norm: 1.0028 2020-08-01 01:43:20,495 - mmaction - INFO - Epoch [14][340/940] lr: 3.975e-01, eta: 7 days, 21:49:50, time: 1.693, data_time: 0.005, memory: 9063, top1_acc: 0.2520, top5_acc: 0.4928, loss_cls: 3.5193, loss: 3.5193, grad_norm: 1.0194 2020-08-01 01:43:54,804 - mmaction - INFO - Epoch [14][360/940] lr: 3.975e-01, eta: 7 days, 21:41:06, time: 1.717, data_time: 0.006, memory: 9063, top1_acc: 0.2512, top5_acc: 0.5049, loss_cls: 3.4925, loss: 3.4925, grad_norm: 1.0037 2020-08-01 01:44:28,087 - mmaction - INFO - Epoch [14][380/940] lr: 3.975e-01, eta: 7 days, 21:32:05, time: 1.663, data_time: 0.010, memory: 9063, top1_acc: 0.2605, top5_acc: 0.5098, loss_cls: 3.4627, loss: 3.4627, grad_norm: 1.0184 2020-08-01 01:45:01,081 - mmaction - INFO - Epoch [14][400/940] lr: 3.975e-01, eta: 7 days, 21:23:00, time: 1.651, data_time: 0.005, memory: 9063, top1_acc: 0.2676, top5_acc: 0.5068, loss_cls: 3.4588, loss: 3.4588, grad_norm: 1.0102 2020-08-01 01:45:35,125 - mmaction - INFO - Epoch [14][420/940] lr: 3.975e-01, eta: 7 days, 21:14:15, time: 1.701, data_time: 0.008, memory: 9063, top1_acc: 0.2514, top5_acc: 0.4996, loss_cls: 3.4878, loss: 3.4878, grad_norm: 1.0185 2020-08-01 01:46:08,720 - mmaction - INFO - Epoch [14][440/940] lr: 3.975e-01, eta: 7 days, 21:05:25, time: 1.682, data_time: 0.006, memory: 9063, top1_acc: 0.2498, top5_acc: 0.4885, loss_cls: 3.5313, loss: 3.5313, grad_norm: 1.0109 2020-08-01 01:46:42,482 - mmaction - INFO - Epoch [14][460/940] lr: 3.975e-01, eta: 7 days, 20:56:38, time: 1.685, data_time: 0.004, memory: 9063, top1_acc: 0.2523, top5_acc: 0.4896, loss_cls: 3.5500, loss: 3.5500, grad_norm: 0.9973 2020-08-01 01:47:16,365 - mmaction - INFO - Epoch [14][480/940] lr: 3.975e-01, eta: 7 days, 20:47:56, time: 1.697, data_time: 0.007, memory: 9063, top1_acc: 0.2592, top5_acc: 0.5004, loss_cls: 3.4486, loss: 3.4486, grad_norm: 1.0037 2020-08-01 01:47:49,905 - mmaction - INFO - Epoch [14][500/940] lr: 3.975e-01, eta: 7 days, 20:39:08, time: 1.675, data_time: 0.005, memory: 9063, top1_acc: 0.2578, top5_acc: 0.5096, loss_cls: 3.4797, loss: 3.4797, grad_norm: 1.0199 2020-08-01 01:48:22,836 - mmaction - INFO - Epoch [14][520/940] lr: 3.975e-01, eta: 7 days, 20:30:12, time: 1.649, data_time: 0.005, memory: 9063, top1_acc: 0.2545, top5_acc: 0.4959, loss_cls: 3.5348, loss: 3.5348, grad_norm: 1.0384 2020-08-01 01:48:56,203 - mmaction - INFO - Epoch [14][540/940] lr: 3.975e-01, eta: 7 days, 20:21:24, time: 1.666, data_time: 0.004, memory: 9063, top1_acc: 0.2549, top5_acc: 0.5014, loss_cls: 3.5114, loss: 3.5114, grad_norm: 0.9991 2020-08-01 01:49:29,914 - mmaction - INFO - Epoch [14][560/940] lr: 3.975e-01, eta: 7 days, 20:12:45, time: 1.687, data_time: 0.005, memory: 9063, top1_acc: 0.2498, top5_acc: 0.5047, loss_cls: 3.4974, loss: 3.4974, grad_norm: 1.0213 2020-08-01 01:50:02,847 - mmaction - INFO - Epoch [14][580/940] lr: 3.975e-01, eta: 7 days, 20:03:53, time: 1.645, data_time: 0.005, memory: 9063, top1_acc: 0.2533, top5_acc: 0.4984, loss_cls: 3.4947, loss: 3.4947, grad_norm: 1.0094 2020-08-01 01:50:37,098 - mmaction - INFO - Epoch [14][600/940] lr: 3.975e-01, eta: 7 days, 19:55:27, time: 1.714, data_time: 0.005, memory: 9063, top1_acc: 0.2623, top5_acc: 0.5100, loss_cls: 3.4729, loss: 3.4729, grad_norm: 1.0149 2020-08-01 01:51:09,803 - mmaction - INFO - Epoch [14][620/940] lr: 3.975e-01, eta: 7 days, 19:46:33, time: 1.633, data_time: 0.005, memory: 9063, top1_acc: 0.2537, top5_acc: 0.5014, loss_cls: 3.5009, loss: 3.5009, grad_norm: 1.0196 2020-08-01 01:51:44,210 - mmaction - INFO - Epoch [14][640/940] lr: 3.975e-01, eta: 7 days, 19:38:13, time: 1.723, data_time: 0.006, memory: 9063, top1_acc: 0.2467, top5_acc: 0.5027, loss_cls: 3.5182, loss: 3.5182, grad_norm: 1.0075 2020-08-01 01:52:16,550 - mmaction - INFO - Epoch [14][660/940] lr: 3.975e-01, eta: 7 days, 19:29:16, time: 1.617, data_time: 0.002, memory: 9063, top1_acc: 0.2533, top5_acc: 0.4949, loss_cls: 3.5408, loss: 3.5408, grad_norm: 0.9919 2020-08-01 01:52:49,099 - mmaction - INFO - Epoch [14][680/940] lr: 3.975e-01, eta: 7 days, 19:20:25, time: 1.628, data_time: 0.003, memory: 9063, top1_acc: 0.2627, top5_acc: 0.5070, loss_cls: 3.4714, loss: 3.4714, grad_norm: 1.0272 2020-08-01 01:53:23,080 - mmaction - INFO - Epoch [14][700/940] lr: 3.975e-01, eta: 7 days, 19:12:01, time: 1.698, data_time: 0.008, memory: 9063, top1_acc: 0.2592, top5_acc: 0.4992, loss_cls: 3.5158, loss: 3.5158, grad_norm: 1.0000 2020-08-01 01:53:55,749 - mmaction - INFO - Epoch [14][720/940] lr: 3.975e-01, eta: 7 days, 19:03:15, time: 1.635, data_time: 0.005, memory: 9063, top1_acc: 0.2463, top5_acc: 0.4885, loss_cls: 3.5249, loss: 3.5249, grad_norm: 1.0067 2020-08-01 01:54:29,471 - mmaction - INFO - Epoch [14][740/940] lr: 3.975e-01, eta: 7 days, 18:54:49, time: 1.685, data_time: 0.005, memory: 9063, top1_acc: 0.2629, top5_acc: 0.5031, loss_cls: 3.4717, loss: 3.4717, grad_norm: 0.9857 2020-08-01 01:55:03,232 - mmaction - INFO - Epoch [14][760/940] lr: 3.975e-01, eta: 7 days, 18:46:26, time: 1.690, data_time: 0.006, memory: 9063, top1_acc: 0.2615, top5_acc: 0.5039, loss_cls: 3.4891, loss: 3.4891, grad_norm: 1.0048 2020-08-01 01:55:36,177 - mmaction - INFO - Epoch [14][780/940] lr: 3.975e-01, eta: 7 days, 18:37:49, time: 1.647, data_time: 0.002, memory: 9063, top1_acc: 0.2521, top5_acc: 0.4998, loss_cls: 3.4983, loss: 3.4983, grad_norm: 1.0393 2020-08-01 01:56:09,065 - mmaction - INFO - Epoch [14][800/940] lr: 3.975e-01, eta: 7 days, 18:29:13, time: 1.642, data_time: 0.005, memory: 9063, top1_acc: 0.2514, top5_acc: 0.4979, loss_cls: 3.5253, loss: 3.5253, grad_norm: 1.0055 2020-08-01 01:56:41,551 - mmaction - INFO - Epoch [14][820/940] lr: 3.975e-01, eta: 7 days, 18:20:32, time: 1.627, data_time: 0.006, memory: 9063, top1_acc: 0.2543, top5_acc: 0.5049, loss_cls: 3.5211, loss: 3.5211, grad_norm: 0.9982 2020-08-01 01:57:15,285 - mmaction - INFO - Epoch [14][840/940] lr: 3.975e-01, eta: 7 days, 18:12:12, time: 1.683, data_time: 0.004, memory: 9063, top1_acc: 0.2672, top5_acc: 0.5111, loss_cls: 3.4479, loss: 3.4479, grad_norm: 1.0237 2020-08-01 01:57:48,714 - mmaction - INFO - Epoch [14][860/940] lr: 3.975e-01, eta: 7 days, 18:03:51, time: 1.674, data_time: 0.007, memory: 9063, top1_acc: 0.2637, top5_acc: 0.5107, loss_cls: 3.4734, loss: 3.4734, grad_norm: 0.9996 2020-08-01 01:58:22,140 - mmaction - INFO - Epoch [14][880/940] lr: 3.975e-01, eta: 7 days, 17:55:30, time: 1.669, data_time: 0.004, memory: 9063, top1_acc: 0.2617, top5_acc: 0.4967, loss_cls: 3.5139, loss: 3.5139, grad_norm: 1.0274 2020-08-01 01:58:55,376 - mmaction - INFO - Epoch [14][900/940] lr: 3.975e-01, eta: 7 days, 17:47:07, time: 1.661, data_time: 0.007, memory: 9063, top1_acc: 0.2609, top5_acc: 0.5094, loss_cls: 3.4499, loss: 3.4499, grad_norm: 1.0017 2020-08-01 01:59:28,328 - mmaction - INFO - Epoch [14][920/940] lr: 3.975e-01, eta: 7 days, 17:38:41, time: 1.650, data_time: 0.007, memory: 9063, top1_acc: 0.2490, top5_acc: 0.4957, loss_cls: 3.5161, loss: 3.5161, grad_norm: 1.0271 2020-08-01 02:00:00,483 - mmaction - INFO - Epoch [14][940/940] lr: 3.975e-01, eta: 7 days, 17:30:02, time: 1.605, data_time: 0.005, memory: 9063, top1_acc: 0.2579, top5_acc: 0.5002, loss_cls: 3.4557, loss: 3.4557, grad_norm: 1.0116 2020-08-01 02:30:07,297 - mmaction - INFO - Epoch [15][20/940] lr: 3.971e-01, eta: 8 days, 1:51:44, time: 90.320, data_time: 76.646, memory: 9063, top1_acc: 0.2596, top5_acc: 0.5004, loss_cls: 3.4676, loss: 3.4676, grad_norm: 1.0406 2020-08-01 02:30:32,354 - mmaction - INFO - Epoch [15][40/940] lr: 3.971e-01, eta: 8 days, 1:40:20, time: 1.260, data_time: 0.018, memory: 9063, top1_acc: 0.2592, top5_acc: 0.5078, loss_cls: 3.4606, loss: 3.4606, grad_norm: 1.0208 2020-08-01 02:31:00,118 - mmaction - INFO - Epoch [15][60/940] lr: 3.971e-01, eta: 8 days, 1:29:41, time: 1.387, data_time: 0.006, memory: 9063, top1_acc: 0.2531, top5_acc: 0.5203, loss_cls: 3.4544, loss: 3.4544, grad_norm: 1.0282 2020-08-01 02:31:29,297 - mmaction - INFO - Epoch [15][80/940] lr: 3.971e-01, eta: 8 days, 1:19:29, time: 1.460, data_time: 0.005, memory: 9063, top1_acc: 0.2611, top5_acc: 0.5143, loss_cls: 3.4414, loss: 3.4414, grad_norm: 1.0219 2020-08-01 02:32:00,742 - mmaction - INFO - Epoch [15][100/940] lr: 3.971e-01, eta: 8 days, 1:09:58, time: 1.572, data_time: 0.005, memory: 9063, top1_acc: 0.2682, top5_acc: 0.5068, loss_cls: 3.4354, loss: 3.4354, grad_norm: 1.0275 2020-08-01 02:32:32,640 - mmaction - INFO - Epoch [15][120/940] lr: 3.971e-01, eta: 8 days, 1:00:35, time: 1.594, data_time: 0.005, memory: 9063, top1_acc: 0.2584, top5_acc: 0.5117, loss_cls: 3.4608, loss: 3.4608, grad_norm: 1.0063 2020-08-01 02:33:05,291 - mmaction - INFO - Epoch [15][140/940] lr: 3.971e-01, eta: 8 days, 0:51:28, time: 1.634, data_time: 0.005, memory: 9063, top1_acc: 0.2615, top5_acc: 0.5145, loss_cls: 3.4360, loss: 3.4360, grad_norm: 1.0208 2020-08-01 02:33:37,291 - mmaction - INFO - Epoch [15][160/940] lr: 3.971e-01, eta: 8 days, 0:42:09, time: 1.595, data_time: 0.003, memory: 9063, top1_acc: 0.2598, top5_acc: 0.5076, loss_cls: 3.4601, loss: 3.4601, grad_norm: 1.0305 2020-08-01 02:34:10,409 - mmaction - INFO - Epoch [15][180/940] lr: 3.971e-01, eta: 8 days, 0:33:14, time: 1.660, data_time: 0.008, memory: 9063, top1_acc: 0.2674, top5_acc: 0.5072, loss_cls: 3.4630, loss: 3.4630, grad_norm: 1.0353 2020-08-01 02:34:42,946 - mmaction - INFO - Epoch [15][200/940] lr: 3.971e-01, eta: 8 days, 0:24:08, time: 1.626, data_time: 0.008, memory: 9063, top1_acc: 0.2494, top5_acc: 0.4852, loss_cls: 3.5445, loss: 3.5445, grad_norm: 1.0287 2020-08-01 02:35:15,752 - mmaction - INFO - Epoch [15][220/940] lr: 3.971e-01, eta: 8 days, 0:15:09, time: 1.639, data_time: 0.004, memory: 9063, top1_acc: 0.2539, top5_acc: 0.4945, loss_cls: 3.5076, loss: 3.5076, grad_norm: 1.0120 2020-08-01 02:35:49,659 - mmaction - INFO - Epoch [15][240/940] lr: 3.971e-01, eta: 8 days, 0:06:31, time: 1.699, data_time: 0.007, memory: 9063, top1_acc: 0.2609, top5_acc: 0.5141, loss_cls: 3.4525, loss: 3.4525, grad_norm: 1.0182 2020-08-01 02:36:22,483 - mmaction - INFO - Epoch [15][260/940] lr: 3.971e-01, eta: 7 days, 23:57:35, time: 1.639, data_time: 0.006, memory: 9063, top1_acc: 0.2658, top5_acc: 0.5092, loss_cls: 3.4721, loss: 3.4721, grad_norm: 1.0198 2020-08-01 02:36:57,031 - mmaction - INFO - Epoch [15][280/940] lr: 3.971e-01, eta: 7 days, 23:49:10, time: 1.729, data_time: 0.007, memory: 9063, top1_acc: 0.2615, top5_acc: 0.5115, loss_cls: 3.4615, loss: 3.4615, grad_norm: 1.0199 2020-08-01 02:37:30,878 - mmaction - INFO - Epoch [15][300/940] lr: 3.971e-01, eta: 7 days, 23:40:34, time: 1.691, data_time: 0.005, memory: 9063, top1_acc: 0.2615, top5_acc: 0.5090, loss_cls: 3.4732, loss: 3.4732, grad_norm: 1.0112 2020-08-01 02:38:04,909 - mmaction - INFO - Epoch [15][320/940] lr: 3.971e-01, eta: 7 days, 23:32:04, time: 1.703, data_time: 0.005, memory: 9063, top1_acc: 0.2633, top5_acc: 0.5221, loss_cls: 3.4332, loss: 3.4332, grad_norm: 1.0239 2020-08-01 02:38:38,537 - mmaction - INFO - Epoch [15][340/940] lr: 3.971e-01, eta: 7 days, 23:23:26, time: 1.678, data_time: 0.004, memory: 9063, top1_acc: 0.2516, top5_acc: 0.4947, loss_cls: 3.4813, loss: 3.4813, grad_norm: 1.0167 2020-08-01 02:39:11,588 - mmaction - INFO - Epoch [15][360/940] lr: 3.971e-01, eta: 7 days, 23:14:43, time: 1.656, data_time: 0.006, memory: 9063, top1_acc: 0.2535, top5_acc: 0.5084, loss_cls: 3.4902, loss: 3.4902, grad_norm: 1.0149 2020-08-01 02:39:45,403 - mmaction - INFO - Epoch [15][380/940] lr: 3.971e-01, eta: 7 days, 23:06:12, time: 1.689, data_time: 0.005, memory: 9063, top1_acc: 0.2713, top5_acc: 0.5010, loss_cls: 3.4594, loss: 3.4594, grad_norm: 1.0344 2020-08-01 02:40:18,655 - mmaction - INFO - Epoch [15][400/940] lr: 3.971e-01, eta: 7 days, 22:57:33, time: 1.662, data_time: 0.006, memory: 9063, top1_acc: 0.2549, top5_acc: 0.4988, loss_cls: 3.5210, loss: 3.5210, grad_norm: 1.0157 2020-08-01 02:40:52,943 - mmaction - INFO - Epoch [15][420/940] lr: 3.971e-01, eta: 7 days, 22:49:14, time: 1.717, data_time: 0.008, memory: 9063, top1_acc: 0.2660, top5_acc: 0.5105, loss_cls: 3.4749, loss: 3.4749, grad_norm: 1.0259 2020-08-01 02:41:26,395 - mmaction - INFO - Epoch [15][440/940] lr: 3.971e-01, eta: 7 days, 22:40:42, time: 1.671, data_time: 0.005, memory: 9063, top1_acc: 0.2574, top5_acc: 0.5135, loss_cls: 3.4371, loss: 3.4371, grad_norm: 1.0094 2020-08-01 02:42:00,326 - mmaction - INFO - Epoch [15][460/940] lr: 3.971e-01, eta: 7 days, 22:32:18, time: 1.695, data_time: 0.005, memory: 9063, top1_acc: 0.2607, top5_acc: 0.5076, loss_cls: 3.4951, loss: 3.4951, grad_norm: 1.0422 2020-08-01 02:42:34,077 - mmaction - INFO - Epoch [15][480/940] lr: 3.971e-01, eta: 7 days, 22:23:55, time: 1.691, data_time: 0.009, memory: 9063, top1_acc: 0.2652, top5_acc: 0.5045, loss_cls: 3.4834, loss: 3.4834, grad_norm: 1.0022 2020-08-01 02:43:07,028 - mmaction - INFO - Epoch [15][500/940] lr: 3.971e-01, eta: 7 days, 22:15:18, time: 1.646, data_time: 0.006, memory: 9063, top1_acc: 0.2658, top5_acc: 0.5125, loss_cls: 3.4243, loss: 3.4243, grad_norm: 1.0077 2020-08-01 02:43:40,290 - mmaction - INFO - Epoch [15][520/940] lr: 3.971e-01, eta: 7 days, 22:06:49, time: 1.665, data_time: 0.008, memory: 9063, top1_acc: 0.2562, top5_acc: 0.5020, loss_cls: 3.4724, loss: 3.4724, grad_norm: 1.0304 2020-08-01 02:44:13,293 - mmaction - INFO - Epoch [15][540/940] lr: 3.971e-01, eta: 7 days, 21:58:14, time: 1.644, data_time: 0.005, memory: 9063, top1_acc: 0.2553, top5_acc: 0.5082, loss_cls: 3.4749, loss: 3.4749, grad_norm: 1.0335 2020-08-01 02:44:47,340 - mmaction - INFO - Epoch [15][560/940] lr: 3.971e-01, eta: 7 days, 21:50:02, time: 1.707, data_time: 0.008, memory: 9063, top1_acc: 0.2625, top5_acc: 0.5029, loss_cls: 3.4799, loss: 3.4799, grad_norm: 1.0381 2020-08-01 02:45:20,111 - mmaction - INFO - Epoch [15][580/940] lr: 3.971e-01, eta: 7 days, 21:41:28, time: 1.639, data_time: 0.007, memory: 9063, top1_acc: 0.2594, top5_acc: 0.5107, loss_cls: 3.4698, loss: 3.4698, grad_norm: 0.9990 2020-08-01 02:45:54,847 - mmaction - INFO - Epoch [15][600/940] lr: 3.971e-01, eta: 7 days, 21:33:28, time: 1.736, data_time: 0.006, memory: 9063, top1_acc: 0.2578, top5_acc: 0.5041, loss_cls: 3.4808, loss: 3.4808, grad_norm: 1.0222 2020-08-01 02:46:28,726 - mmaction - INFO - Epoch [15][620/940] lr: 3.971e-01, eta: 7 days, 21:25:15, time: 1.696, data_time: 0.008, memory: 9063, top1_acc: 0.2666, top5_acc: 0.4992, loss_cls: 3.4485, loss: 3.4485, grad_norm: 1.0307 2020-08-01 02:47:02,151 - mmaction - INFO - Epoch [15][640/940] lr: 3.971e-01, eta: 7 days, 21:16:57, time: 1.672, data_time: 0.005, memory: 9063, top1_acc: 0.2615, top5_acc: 0.5094, loss_cls: 3.4513, loss: 3.4513, grad_norm: 1.0325 2020-08-01 02:47:36,026 - mmaction - INFO - Epoch [15][660/940] lr: 3.971e-01, eta: 7 days, 21:08:46, time: 1.693, data_time: 0.010, memory: 9063, top1_acc: 0.2619, top5_acc: 0.5105, loss_cls: 3.4448, loss: 3.4448, grad_norm: 1.0314 2020-08-01 02:48:09,297 - mmaction - INFO - Epoch [15][680/940] lr: 3.971e-01, eta: 7 days, 21:00:28, time: 1.665, data_time: 0.008, memory: 9063, top1_acc: 0.2746, top5_acc: 0.5148, loss_cls: 3.4553, loss: 3.4553, grad_norm: 1.0085 2020-08-01 02:48:43,520 - mmaction - INFO - Epoch [15][700/940] lr: 3.971e-01, eta: 7 days, 20:52:24, time: 1.706, data_time: 0.005, memory: 9063, top1_acc: 0.2625, top5_acc: 0.5174, loss_cls: 3.4578, loss: 3.4578, grad_norm: 1.0114 2020-08-01 02:49:16,785 - mmaction - INFO - Epoch [15][720/940] lr: 3.971e-01, eta: 7 days, 20:44:10, time: 1.669, data_time: 0.008, memory: 9063, top1_acc: 0.2641, top5_acc: 0.5080, loss_cls: 3.4591, loss: 3.4591, grad_norm: 1.0150 2020-08-01 02:49:49,254 - mmaction - INFO - Epoch [15][740/940] lr: 3.971e-01, eta: 7 days, 20:35:42, time: 1.622, data_time: 0.005, memory: 9063, top1_acc: 0.2521, top5_acc: 0.5031, loss_cls: 3.5341, loss: 3.5341, grad_norm: 1.0117 2020-08-01 02:50:22,762 - mmaction - INFO - Epoch [15][760/940] lr: 3.971e-01, eta: 7 days, 20:27:32, time: 1.675, data_time: 0.005, memory: 9063, top1_acc: 0.2652, top5_acc: 0.5148, loss_cls: 3.4564, loss: 3.4564, grad_norm: 1.0109 2020-08-01 02:50:55,777 - mmaction - INFO - Epoch [15][780/940] lr: 3.971e-01, eta: 7 days, 20:19:16, time: 1.650, data_time: 0.007, memory: 9063, top1_acc: 0.2631, top5_acc: 0.5133, loss_cls: 3.4489, loss: 3.4489, grad_norm: 0.9959 2020-08-01 02:51:29,641 - mmaction - INFO - Epoch [15][800/940] lr: 3.971e-01, eta: 7 days, 20:11:15, time: 1.695, data_time: 0.007, memory: 9063, top1_acc: 0.2559, top5_acc: 0.5078, loss_cls: 3.4735, loss: 3.4735, grad_norm: 1.0053 2020-08-01 02:52:01,360 - mmaction - INFO - Epoch [15][820/940] lr: 3.971e-01, eta: 7 days, 20:02:40, time: 1.584, data_time: 0.005, memory: 9063, top1_acc: 0.2582, top5_acc: 0.5000, loss_cls: 3.4643, loss: 3.4643, grad_norm: 1.0188 2020-08-01 02:52:34,325 - mmaction - INFO - Epoch [15][840/940] lr: 3.971e-01, eta: 7 days, 19:54:28, time: 1.651, data_time: 0.008, memory: 9063, top1_acc: 0.2625, top5_acc: 0.5061, loss_cls: 3.4536, loss: 3.4536, grad_norm: 1.0133 2020-08-01 02:53:07,381 - mmaction - INFO - Epoch [15][860/940] lr: 3.971e-01, eta: 7 days, 19:46:17, time: 1.652, data_time: 0.002, memory: 9063, top1_acc: 0.2619, top5_acc: 0.5199, loss_cls: 3.4315, loss: 3.4315, grad_norm: 1.0214 2020-08-01 02:53:40,386 - mmaction - INFO - Epoch [15][880/940] lr: 3.971e-01, eta: 7 days, 19:38:06, time: 1.647, data_time: 0.008, memory: 9063, top1_acc: 0.2652, top5_acc: 0.5156, loss_cls: 3.4529, loss: 3.4529, grad_norm: 1.0436 2020-08-01 02:54:13,176 - mmaction - INFO - Epoch [15][900/940] lr: 3.971e-01, eta: 7 days, 19:29:55, time: 1.642, data_time: 0.007, memory: 9063, top1_acc: 0.2492, top5_acc: 0.4959, loss_cls: 3.5184, loss: 3.5184, grad_norm: 1.0267 2020-08-01 02:54:46,559 - mmaction - INFO - Epoch [15][920/940] lr: 3.971e-01, eta: 7 days, 19:21:54, time: 1.668, data_time: 0.008, memory: 9063, top1_acc: 0.2645, top5_acc: 0.5062, loss_cls: 3.4591, loss: 3.4591, grad_norm: 1.0316 2020-08-01 02:55:18,578 - mmaction - INFO - Epoch [15][940/940] lr: 3.971e-01, eta: 7 days, 19:13:31, time: 1.600, data_time: 0.007, memory: 9063, top1_acc: 0.2526, top5_acc: 0.5077, loss_cls: 3.4797, loss: 3.4797, grad_norm: 1.0104 2020-08-01 03:04:59,651 - mmaction - INFO - Epoch [16][20/940] lr: 3.966e-01, eta: 7 days, 21:31:52, time: 29.031, data_time: 27.509, memory: 9063, top1_acc: 0.2693, top5_acc: 0.5135, loss_cls: 3.4126, loss: 3.4126, grad_norm: 1.0254 2020-08-01 03:05:25,861 - mmaction - INFO - Epoch [16][40/940] lr: 3.966e-01, eta: 7 days, 21:21:49, time: 1.317, data_time: 0.017, memory: 9063, top1_acc: 0.2809, top5_acc: 0.5330, loss_cls: 3.3613, loss: 3.3613, grad_norm: 1.0237 2020-08-01 03:05:53,710 - mmaction - INFO - Epoch [16][60/940] lr: 3.966e-01, eta: 7 days, 21:12:11, time: 1.391, data_time: 0.005, memory: 9063, top1_acc: 0.2543, top5_acc: 0.5125, loss_cls: 3.4548, loss: 3.4548, grad_norm: 1.0615 2020-08-01 03:06:24,318 - mmaction - INFO - Epoch [16][80/940] lr: 3.966e-01, eta: 7 days, 21:03:19, time: 1.532, data_time: 0.007, memory: 9063, top1_acc: 0.2639, top5_acc: 0.5117, loss_cls: 3.4502, loss: 3.4502, grad_norm: 1.0439 2020-08-01 03:06:55,247 - mmaction - INFO - Epoch [16][100/940] lr: 3.966e-01, eta: 7 days, 20:54:33, time: 1.544, data_time: 0.005, memory: 9063, top1_acc: 0.2629, top5_acc: 0.5131, loss_cls: 3.4379, loss: 3.4379, grad_norm: 1.0279 2020-08-01 03:07:27,071 - mmaction - INFO - Epoch [16][120/940] lr: 3.966e-01, eta: 7 days, 20:46:04, time: 1.594, data_time: 0.006, memory: 9063, top1_acc: 0.2711, top5_acc: 0.5232, loss_cls: 3.3960, loss: 3.3960, grad_norm: 1.0144 2020-08-01 03:07:58,759 - mmaction - INFO - Epoch [16][140/940] lr: 3.966e-01, eta: 7 days, 20:37:33, time: 1.582, data_time: 0.004, memory: 9063, top1_acc: 0.2586, top5_acc: 0.5197, loss_cls: 3.4204, loss: 3.4204, grad_norm: 1.0375 2020-08-01 03:08:30,329 - mmaction - INFO - Epoch [16][160/940] lr: 3.966e-01, eta: 7 days, 20:29:02, time: 1.577, data_time: 0.005, memory: 9063, top1_acc: 0.2643, top5_acc: 0.5152, loss_cls: 3.4592, loss: 3.4592, grad_norm: 1.0395 2020-08-01 03:09:03,018 - mmaction - INFO - Epoch [16][180/940] lr: 3.966e-01, eta: 7 days, 20:20:50, time: 1.637, data_time: 0.008, memory: 9063, top1_acc: 0.2691, top5_acc: 0.5197, loss_cls: 3.4484, loss: 3.4484, grad_norm: 1.0076 2020-08-01 03:09:34,943 - mmaction - INFO - Epoch [16][200/940] lr: 3.966e-01, eta: 7 days, 20:12:27, time: 1.595, data_time: 0.005, memory: 9063, top1_acc: 0.2580, top5_acc: 0.4920, loss_cls: 3.4895, loss: 3.4895, grad_norm: 1.0238 2020-08-01 03:10:06,344 - mmaction - INFO - Epoch [16][220/940] lr: 3.966e-01, eta: 7 days, 20:03:58, time: 1.572, data_time: 0.008, memory: 9063, top1_acc: 0.2625, top5_acc: 0.5199, loss_cls: 3.4295, loss: 3.4295, grad_norm: 1.0139 2020-08-01 03:10:39,192 - mmaction - INFO - Epoch [16][240/940] lr: 3.966e-01, eta: 7 days, 19:55:52, time: 1.643, data_time: 0.002, memory: 9063, top1_acc: 0.2777, top5_acc: 0.5234, loss_cls: 3.3879, loss: 3.3879, grad_norm: 1.0250 2020-08-01 03:11:11,390 - mmaction - INFO - Epoch [16][260/940] lr: 3.966e-01, eta: 7 days, 19:47:37, time: 1.608, data_time: 0.005, memory: 9063, top1_acc: 0.2625, top5_acc: 0.5117, loss_cls: 3.4298, loss: 3.4298, grad_norm: 1.0142 2020-08-01 03:11:43,614 - mmaction - INFO - Epoch [16][280/940] lr: 3.966e-01, eta: 7 days, 19:39:24, time: 1.612, data_time: 0.006, memory: 9063, top1_acc: 0.2541, top5_acc: 0.5086, loss_cls: 3.4445, loss: 3.4445, grad_norm: 1.0230 2020-08-01 03:12:16,543 - mmaction - INFO - Epoch [16][300/940] lr: 3.966e-01, eta: 7 days, 19:31:23, time: 1.645, data_time: 0.005, memory: 9063, top1_acc: 0.2711, top5_acc: 0.5020, loss_cls: 3.4459, loss: 3.4459, grad_norm: 1.0091 2020-08-01 03:12:47,878 - mmaction - INFO - Epoch [16][320/940] lr: 3.966e-01, eta: 7 days, 19:23:00, time: 1.569, data_time: 0.006, memory: 9063, top1_acc: 0.2656, top5_acc: 0.5154, loss_cls: 3.4323, loss: 3.4323, grad_norm: 1.0268 2020-08-01 03:13:20,966 - mmaction - INFO - Epoch [16][340/940] lr: 3.966e-01, eta: 7 days, 19:15:03, time: 1.652, data_time: 0.004, memory: 9063, top1_acc: 0.2777, top5_acc: 0.5129, loss_cls: 3.4458, loss: 3.4458, grad_norm: 1.0343 2020-08-01 03:13:53,442 - mmaction - INFO - Epoch [16][360/940] lr: 3.966e-01, eta: 7 days, 19:07:00, time: 1.626, data_time: 0.007, memory: 9063, top1_acc: 0.2670, top5_acc: 0.5137, loss_cls: 3.4378, loss: 3.4378, grad_norm: 1.0462 2020-08-01 03:14:26,280 - mmaction - INFO - Epoch [16][380/940] lr: 3.966e-01, eta: 7 days, 18:59:03, time: 1.641, data_time: 0.006, memory: 9063, top1_acc: 0.2555, top5_acc: 0.5100, loss_cls: 3.4718, loss: 3.4718, grad_norm: 1.0312 2020-08-01 03:14:59,091 - mmaction - INFO - Epoch [16][400/940] lr: 3.966e-01, eta: 7 days, 18:51:07, time: 1.642, data_time: 0.005, memory: 9063, top1_acc: 0.2572, top5_acc: 0.5104, loss_cls: 3.4706, loss: 3.4706, grad_norm: 1.0101 2020-08-01 03:15:31,906 - mmaction - INFO - Epoch [16][420/940] lr: 3.966e-01, eta: 7 days, 18:43:11, time: 1.637, data_time: 0.009, memory: 9063, top1_acc: 0.2691, top5_acc: 0.5197, loss_cls: 3.4162, loss: 3.4162, grad_norm: 1.0404 2020-08-01 03:16:04,995 - mmaction - INFO - Epoch [16][440/940] lr: 3.966e-01, eta: 7 days, 18:35:22, time: 1.658, data_time: 0.006, memory: 9063, top1_acc: 0.2707, top5_acc: 0.5201, loss_cls: 3.3871, loss: 3.3871, grad_norm: 1.0363 2020-08-01 03:16:38,530 - mmaction - INFO - Epoch [16][460/940] lr: 3.966e-01, eta: 7 days, 18:27:41, time: 1.675, data_time: 0.009, memory: 9063, top1_acc: 0.2730, top5_acc: 0.5117, loss_cls: 3.4422, loss: 3.4422, grad_norm: 1.0238 2020-08-01 03:17:11,650 - mmaction - INFO - Epoch [16][480/940] lr: 3.966e-01, eta: 7 days, 18:19:55, time: 1.658, data_time: 0.008, memory: 9063, top1_acc: 0.2650, top5_acc: 0.5137, loss_cls: 3.4168, loss: 3.4168, grad_norm: 1.0237 2020-08-01 03:17:44,638 - mmaction - INFO - Epoch [16][500/940] lr: 3.966e-01, eta: 7 days, 18:12:07, time: 1.648, data_time: 0.009, memory: 9063, top1_acc: 0.2729, top5_acc: 0.5133, loss_cls: 3.4470, loss: 3.4470, grad_norm: 1.0371 2020-08-01 03:18:17,733 - mmaction - INFO - Epoch [16][520/940] lr: 3.966e-01, eta: 7 days, 18:04:23, time: 1.657, data_time: 0.006, memory: 9063, top1_acc: 0.2566, top5_acc: 0.5033, loss_cls: 3.5074, loss: 3.5074, grad_norm: 1.0219 2020-08-01 03:18:50,885 - mmaction - INFO - Epoch [16][540/940] lr: 3.966e-01, eta: 7 days, 17:56:39, time: 1.654, data_time: 0.009, memory: 9063, top1_acc: 0.2682, top5_acc: 0.5062, loss_cls: 3.4784, loss: 3.4784, grad_norm: 1.0296 2020-08-01 03:19:24,140 - mmaction - INFO - Epoch [16][560/940] lr: 3.966e-01, eta: 7 days, 17:49:00, time: 1.665, data_time: 0.007, memory: 9063, top1_acc: 0.2652, top5_acc: 0.4979, loss_cls: 3.4765, loss: 3.4765, grad_norm: 1.0154 2020-08-01 03:19:56,265 - mmaction - INFO - Epoch [16][580/940] lr: 3.966e-01, eta: 7 days, 17:41:04, time: 1.606, data_time: 0.005, memory: 9063, top1_acc: 0.2594, top5_acc: 0.5031, loss_cls: 3.5182, loss: 3.5182, grad_norm: 1.0251 2020-08-01 03:20:29,342 - mmaction - INFO - Epoch [16][600/940] lr: 3.966e-01, eta: 7 days, 17:33:24, time: 1.655, data_time: 0.005, memory: 9063, top1_acc: 0.2646, top5_acc: 0.5184, loss_cls: 3.4095, loss: 3.4095, grad_norm: 1.0240 2020-08-01 03:21:01,980 - mmaction - INFO - Epoch [16][620/940] lr: 3.966e-01, eta: 7 days, 17:25:38, time: 1.629, data_time: 0.004, memory: 9063, top1_acc: 0.2705, top5_acc: 0.5178, loss_cls: 3.4099, loss: 3.4099, grad_norm: 1.0287 2020-08-01 03:21:34,491 - mmaction - INFO - Epoch [16][640/940] lr: 3.966e-01, eta: 7 days, 17:17:52, time: 1.628, data_time: 0.008, memory: 9063, top1_acc: 0.2611, top5_acc: 0.5045, loss_cls: 3.4592, loss: 3.4592, grad_norm: 1.0567 2020-08-01 03:22:07,109 - mmaction - INFO - Epoch [16][660/940] lr: 3.966e-01, eta: 7 days, 17:10:08, time: 1.629, data_time: 0.005, memory: 9063, top1_acc: 0.2691, top5_acc: 0.5158, loss_cls: 3.4171, loss: 3.4171, grad_norm: 1.0083 2020-08-01 03:22:39,774 - mmaction - INFO - Epoch [16][680/940] lr: 3.966e-01, eta: 7 days, 17:02:26, time: 1.633, data_time: 0.008, memory: 9063, top1_acc: 0.2689, top5_acc: 0.5227, loss_cls: 3.4130, loss: 3.4130, grad_norm: 1.0338 2020-08-01 03:23:12,954 - mmaction - INFO - Epoch [16][700/940] lr: 3.966e-01, eta: 7 days, 16:54:52, time: 1.655, data_time: 0.007, memory: 9063, top1_acc: 0.2598, top5_acc: 0.5055, loss_cls: 3.5040, loss: 3.5040, grad_norm: 1.0122 2020-08-01 03:23:45,598 - mmaction - INFO - Epoch [16][720/940] lr: 3.966e-01, eta: 7 days, 16:47:13, time: 1.635, data_time: 0.011, memory: 9063, top1_acc: 0.2648, top5_acc: 0.5012, loss_cls: 3.4783, loss: 3.4783, grad_norm: 1.0147 2020-08-01 03:24:18,888 - mmaction - INFO - Epoch [16][740/940] lr: 3.966e-01, eta: 7 days, 16:39:45, time: 1.667, data_time: 0.006, memory: 9063, top1_acc: 0.2717, top5_acc: 0.5238, loss_cls: 3.4037, loss: 3.4037, grad_norm: 1.0374 2020-08-01 03:24:51,609 - mmaction - INFO - Epoch [16][760/940] lr: 3.966e-01, eta: 7 days, 16:32:08, time: 1.635, data_time: 0.010, memory: 9063, top1_acc: 0.2635, top5_acc: 0.5137, loss_cls: 3.4372, loss: 3.4372, grad_norm: 1.0267 2020-08-01 03:25:25,066 - mmaction - INFO - Epoch [16][780/940] lr: 3.966e-01, eta: 7 days, 16:24:43, time: 1.669, data_time: 0.005, memory: 9063, top1_acc: 0.2676, top5_acc: 0.5250, loss_cls: 3.4020, loss: 3.4020, grad_norm: 1.0376 2020-08-01 03:25:57,420 - mmaction - INFO - Epoch [16][800/940] lr: 3.966e-01, eta: 7 days, 16:17:05, time: 1.622, data_time: 0.007, memory: 9063, top1_acc: 0.2687, top5_acc: 0.5152, loss_cls: 3.4385, loss: 3.4385, grad_norm: 1.0244 2020-08-01 03:26:30,652 - mmaction - INFO - Epoch [16][820/940] lr: 3.966e-01, eta: 7 days, 16:09:38, time: 1.658, data_time: 0.005, memory: 9063, top1_acc: 0.2662, top5_acc: 0.5188, loss_cls: 3.4041, loss: 3.4041, grad_norm: 1.0251 2020-08-01 03:27:02,803 - mmaction - INFO - Epoch [16][840/940] lr: 3.966e-01, eta: 7 days, 16:01:59, time: 1.612, data_time: 0.006, memory: 9063, top1_acc: 0.2687, top5_acc: 0.5211, loss_cls: 3.4165, loss: 3.4165, grad_norm: 1.0480 2020-08-01 03:27:36,739 - mmaction - INFO - Epoch [16][860/940] lr: 3.966e-01, eta: 7 days, 15:54:46, time: 1.693, data_time: 0.005, memory: 9063, top1_acc: 0.2586, top5_acc: 0.5193, loss_cls: 3.4306, loss: 3.4306, grad_norm: 1.0329 2020-08-01 03:28:08,907 - mmaction - INFO - Epoch [16][880/940] lr: 3.966e-01, eta: 7 days, 15:47:09, time: 1.612, data_time: 0.007, memory: 9063, top1_acc: 0.2687, top5_acc: 0.5211, loss_cls: 3.3968, loss: 3.3968, grad_norm: 1.0258 2020-08-01 03:28:41,577 - mmaction - INFO - Epoch [16][900/940] lr: 3.966e-01, eta: 7 days, 15:39:39, time: 1.632, data_time: 0.005, memory: 9063, top1_acc: 0.2619, top5_acc: 0.5211, loss_cls: 3.4434, loss: 3.4434, grad_norm: 1.0330 2020-08-01 03:29:13,918 - mmaction - INFO - Epoch [16][920/940] lr: 3.966e-01, eta: 7 days, 15:32:06, time: 1.619, data_time: 0.005, memory: 9063, top1_acc: 0.2621, top5_acc: 0.5055, loss_cls: 3.4735, loss: 3.4735, grad_norm: 1.0329 2020-08-01 03:29:45,458 - mmaction - INFO - Epoch [16][940/940] lr: 3.966e-01, eta: 7 days, 15:24:21, time: 1.574, data_time: 0.004, memory: 9063, top1_acc: 0.2541, top5_acc: 0.5130, loss_cls: 3.4911, loss: 3.4911, grad_norm: 1.0545 2020-08-01 03:29:45,794 - mmaction - INFO - Saving checkpoint at 16 epochs 2020-08-01 03:54:04,648 - mmaction - INFO - Epoch [17][20/940] lr: 3.962e-01, eta: 7 days, 21:12:39, time: 72.881, data_time: 71.598, memory: 9063, top1_acc: 0.2771, top5_acc: 0.5219, loss_cls: 3.4037, loss: 3.4037, grad_norm: 1.0333 2020-08-01 03:54:29,502 - mmaction - INFO - Epoch [17][40/940] lr: 3.962e-01, eta: 7 days, 21:02:47, time: 1.243, data_time: 0.006, memory: 9063, top1_acc: 0.2658, top5_acc: 0.5117, loss_cls: 3.4681, loss: 3.4681, grad_norm: 1.0503 2020-08-01 03:54:55,309 - mmaction - INFO - Epoch [17][60/940] lr: 3.962e-01, eta: 7 days, 20:53:11, time: 1.291, data_time: 0.007, memory: 9063, top1_acc: 0.2834, top5_acc: 0.5217, loss_cls: 3.3582, loss: 3.3582, grad_norm: 1.0352 2020-08-01 03:55:21,787 - mmaction - INFO - Epoch [17][80/940] lr: 3.962e-01, eta: 7 days, 20:43:47, time: 1.326, data_time: 0.005, memory: 9063, top1_acc: 0.2687, top5_acc: 0.5168, loss_cls: 3.4184, loss: 3.4184, grad_norm: 1.0460 2020-08-01 03:55:52,026 - mmaction - INFO - Epoch [17][100/940] lr: 3.962e-01, eta: 7 days, 20:35:19, time: 1.510, data_time: 0.004, memory: 9063, top1_acc: 0.2715, top5_acc: 0.5150, loss_cls: 3.4186, loss: 3.4186, grad_norm: 1.0328 2020-08-01 03:56:20,224 - mmaction - INFO - Epoch [17][120/940] lr: 3.962e-01, eta: 7 days, 20:26:23, time: 1.411, data_time: 0.006, memory: 9063, top1_acc: 0.2666, top5_acc: 0.5172, loss_cls: 3.4109, loss: 3.4109, grad_norm: 1.0276 2020-08-01 03:56:48,960 - mmaction - INFO - Epoch [17][140/940] lr: 3.962e-01, eta: 7 days, 20:17:36, time: 1.435, data_time: 0.005, memory: 9063, top1_acc: 0.2674, top5_acc: 0.5186, loss_cls: 3.4369, loss: 3.4369, grad_norm: 1.0400 2020-08-01 03:57:18,332 - mmaction - INFO - Epoch [17][160/940] lr: 3.962e-01, eta: 7 days, 20:08:59, time: 1.468, data_time: 0.005, memory: 9063, top1_acc: 0.2701, top5_acc: 0.5258, loss_cls: 3.3901, loss: 3.3901, grad_norm: 1.0272 2020-08-01 03:57:48,408 - mmaction - INFO - Epoch [17][180/940] lr: 3.962e-01, eta: 7 days, 20:00:35, time: 1.506, data_time: 0.007, memory: 9063, top1_acc: 0.2674, top5_acc: 0.5205, loss_cls: 3.4119, loss: 3.4119, grad_norm: 1.0363 2020-08-01 03:58:19,410 - mmaction - INFO - Epoch [17][200/940] lr: 3.962e-01, eta: 7 days, 19:52:25, time: 1.548, data_time: 0.006, memory: 9063, top1_acc: 0.2611, top5_acc: 0.5127, loss_cls: 3.4180, loss: 3.4180, grad_norm: 1.0327 2020-08-01 03:58:50,406 - mmaction - INFO - Epoch [17][220/940] lr: 3.962e-01, eta: 7 days, 19:44:17, time: 1.552, data_time: 0.007, memory: 9063, top1_acc: 0.2846, top5_acc: 0.5432, loss_cls: 3.3168, loss: 3.3168, grad_norm: 1.0463 2020-08-01 03:59:21,981 - mmaction - INFO - Epoch [17][240/940] lr: 3.962e-01, eta: 7 days, 19:36:18, time: 1.578, data_time: 0.009, memory: 9063, top1_acc: 0.2643, top5_acc: 0.5074, loss_cls: 3.4348, loss: 3.4348, grad_norm: 1.0394 2020-08-01 03:59:52,853 - mmaction - INFO - Epoch [17][260/940] lr: 3.962e-01, eta: 7 days, 19:28:10, time: 1.545, data_time: 0.005, memory: 9063, top1_acc: 0.2658, top5_acc: 0.5121, loss_cls: 3.4398, loss: 3.4398, grad_norm: 1.0188 2020-08-01 04:00:26,897 - mmaction - INFO - Epoch [17][280/940] lr: 3.962e-01, eta: 7 days, 19:20:47, time: 1.693, data_time: 0.005, memory: 9063, top1_acc: 0.2701, top5_acc: 0.5031, loss_cls: 3.4762, loss: 3.4762, grad_norm: 1.0601 2020-08-01 04:00:58,719 - mmaction - INFO - Epoch [17][300/940] lr: 3.962e-01, eta: 7 days, 19:12:58, time: 1.600, data_time: 0.018, memory: 9063, top1_acc: 0.2590, top5_acc: 0.5182, loss_cls: 3.4450, loss: 3.4450, grad_norm: 1.0093 2020-08-01 04:01:31,057 - mmaction - INFO - Epoch [17][320/940] lr: 3.962e-01, eta: 7 days, 19:05:15, time: 1.616, data_time: 0.005, memory: 9063, top1_acc: 0.2672, top5_acc: 0.5141, loss_cls: 3.4089, loss: 3.4089, grad_norm: 1.0198 2020-08-01 04:02:02,763 - mmaction - INFO - Epoch [17][340/940] lr: 3.962e-01, eta: 7 days, 18:57:24, time: 1.587, data_time: 0.005, memory: 9063, top1_acc: 0.2584, top5_acc: 0.5232, loss_cls: 3.4114, loss: 3.4114, grad_norm: 1.0470 2020-08-01 04:02:34,377 - mmaction - INFO - Epoch [17][360/940] lr: 3.962e-01, eta: 7 days, 18:49:32, time: 1.581, data_time: 0.003, memory: 9063, top1_acc: 0.2746, top5_acc: 0.5148, loss_cls: 3.4490, loss: 3.4490, grad_norm: 1.0473 2020-08-01 04:03:06,298 - mmaction - INFO - Epoch [17][380/940] lr: 3.962e-01, eta: 7 days, 18:41:46, time: 1.593, data_time: 0.005, memory: 9063, top1_acc: 0.2805, top5_acc: 0.5266, loss_cls: 3.3640, loss: 3.3640, grad_norm: 1.0416 2020-08-01 04:03:38,698 - mmaction - INFO - Epoch [17][400/940] lr: 3.962e-01, eta: 7 days, 18:34:09, time: 1.624, data_time: 0.007, memory: 9063, top1_acc: 0.2748, top5_acc: 0.5217, loss_cls: 3.3992, loss: 3.3992, grad_norm: 1.0294 2020-08-01 04:04:11,060 - mmaction - INFO - Epoch [17][420/940] lr: 3.962e-01, eta: 7 days, 18:26:32, time: 1.616, data_time: 0.007, memory: 9063, top1_acc: 0.2756, top5_acc: 0.5154, loss_cls: 3.4117, loss: 3.4117, grad_norm: 1.0234 2020-08-01 04:04:43,288 - mmaction - INFO - Epoch [17][440/940] lr: 3.962e-01, eta: 7 days, 18:18:54, time: 1.611, data_time: 0.008, memory: 9063, top1_acc: 0.2641, top5_acc: 0.5150, loss_cls: 3.4323, loss: 3.4323, grad_norm: 1.0478 2020-08-01 04:05:16,716 - mmaction - INFO - Epoch [17][460/940] lr: 3.962e-01, eta: 7 days, 18:11:33, time: 1.669, data_time: 0.004, memory: 9063, top1_acc: 0.2723, top5_acc: 0.5115, loss_cls: 3.4258, loss: 3.4258, grad_norm: 1.0372 2020-08-01 04:05:49,469 - mmaction - INFO - Epoch [17][480/940] lr: 3.962e-01, eta: 7 days, 18:04:06, time: 1.642, data_time: 0.007, memory: 9063, top1_acc: 0.2604, top5_acc: 0.4975, loss_cls: 3.4816, loss: 3.4816, grad_norm: 1.0335 2020-08-01 04:06:21,033 - mmaction - INFO - Epoch [17][500/940] lr: 3.962e-01, eta: 7 days, 17:56:22, time: 1.577, data_time: 0.008, memory: 9063, top1_acc: 0.2830, top5_acc: 0.5225, loss_cls: 3.3683, loss: 3.3683, grad_norm: 1.0078 2020-08-01 04:06:53,883 - mmaction - INFO - Epoch [17][520/940] lr: 3.962e-01, eta: 7 days, 17:48:57, time: 1.644, data_time: 0.007, memory: 9063, top1_acc: 0.2592, top5_acc: 0.5100, loss_cls: 3.4585, loss: 3.4585, grad_norm: 1.0462 2020-08-01 04:07:25,548 - mmaction - INFO - Epoch [17][540/940] lr: 3.962e-01, eta: 7 days, 17:41:16, time: 1.582, data_time: 0.005, memory: 9063, top1_acc: 0.2695, top5_acc: 0.5209, loss_cls: 3.4307, loss: 3.4307, grad_norm: 1.0243 2020-08-01 04:07:57,536 - mmaction - INFO - Epoch [17][560/940] lr: 3.962e-01, eta: 7 days, 17:33:42, time: 1.601, data_time: 0.007, memory: 9063, top1_acc: 0.2781, top5_acc: 0.5271, loss_cls: 3.3500, loss: 3.3500, grad_norm: 1.0516 2020-08-01 04:08:29,388 - mmaction - INFO - Epoch [17][580/940] lr: 3.962e-01, eta: 7 days, 17:26:05, time: 1.590, data_time: 0.005, memory: 9063, top1_acc: 0.2650, top5_acc: 0.5225, loss_cls: 3.4210, loss: 3.4210, grad_norm: 1.0328 2020-08-01 04:09:02,092 - mmaction - INFO - Epoch [17][600/940] lr: 3.962e-01, eta: 7 days, 17:18:44, time: 1.638, data_time: 0.007, memory: 9063, top1_acc: 0.2658, top5_acc: 0.5158, loss_cls: 3.4138, loss: 3.4138, grad_norm: 1.0186 2020-08-01 04:09:33,903 - mmaction - INFO - Epoch [17][620/940] lr: 3.962e-01, eta: 7 days, 17:11:09, time: 1.588, data_time: 0.005, memory: 9063, top1_acc: 0.2676, top5_acc: 0.5137, loss_cls: 3.4155, loss: 3.4155, grad_norm: 1.0303 2020-08-01 04:10:05,551 - mmaction - INFO - Epoch [17][640/940] lr: 3.962e-01, eta: 7 days, 17:03:34, time: 1.585, data_time: 0.008, memory: 9063, top1_acc: 0.2658, top5_acc: 0.5209, loss_cls: 3.4206, loss: 3.4206, grad_norm: 1.0224 2020-08-01 04:10:38,137 - mmaction - INFO - Epoch [17][660/940] lr: 3.962e-01, eta: 7 days, 16:56:13, time: 1.629, data_time: 0.004, memory: 9063, top1_acc: 0.2746, top5_acc: 0.5143, loss_cls: 3.3989, loss: 3.3989, grad_norm: 1.0581 2020-08-01 04:11:11,298 - mmaction - INFO - Epoch [17][680/940] lr: 3.962e-01, eta: 7 days, 16:49:01, time: 1.656, data_time: 0.008, memory: 9063, top1_acc: 0.2611, top5_acc: 0.5125, loss_cls: 3.4298, loss: 3.4298, grad_norm: 1.0345 2020-08-01 04:11:42,653 - mmaction - INFO - Epoch [17][700/940] lr: 3.962e-01, eta: 7 days, 16:41:24, time: 1.568, data_time: 0.008, memory: 9063, top1_acc: 0.2666, top5_acc: 0.5176, loss_cls: 3.3774, loss: 3.3774, grad_norm: 1.0315 2020-08-01 04:12:15,108 - mmaction - INFO - Epoch [17][720/940] lr: 3.962e-01, eta: 7 days, 16:34:05, time: 1.624, data_time: 0.007, memory: 9063, top1_acc: 0.2664, top5_acc: 0.5152, loss_cls: 3.4241, loss: 3.4241, grad_norm: 1.0323 2020-08-01 04:12:47,906 - mmaction - INFO - Epoch [17][740/940] lr: 3.962e-01, eta: 7 days, 16:26:51, time: 1.637, data_time: 0.010, memory: 9063, top1_acc: 0.2691, top5_acc: 0.5100, loss_cls: 3.4325, loss: 3.4325, grad_norm: 1.0513 2020-08-01 04:13:20,143 - mmaction - INFO - Epoch [17][760/940] lr: 3.962e-01, eta: 7 days, 16:19:31, time: 1.615, data_time: 0.007, memory: 9063, top1_acc: 0.2623, top5_acc: 0.5188, loss_cls: 3.4198, loss: 3.4198, grad_norm: 1.0237 2020-08-01 04:13:52,057 - mmaction - INFO - Epoch [17][780/940] lr: 3.962e-01, eta: 7 days, 16:12:06, time: 1.594, data_time: 0.005, memory: 9063, top1_acc: 0.2656, top5_acc: 0.5041, loss_cls: 3.4780, loss: 3.4780, grad_norm: 1.0224 2020-08-01 04:14:24,051 - mmaction - INFO - Epoch [17][800/940] lr: 3.962e-01, eta: 7 days, 16:04:44, time: 1.602, data_time: 0.005, memory: 9063, top1_acc: 0.2752, top5_acc: 0.5119, loss_cls: 3.4000, loss: 3.4000, grad_norm: 1.0111 2020-08-01 04:14:56,846 - mmaction - INFO - Epoch [17][820/940] lr: 3.962e-01, eta: 7 days, 15:57:32, time: 1.632, data_time: 0.005, memory: 9063, top1_acc: 0.2752, top5_acc: 0.5291, loss_cls: 3.3961, loss: 3.3961, grad_norm: 1.0222 2020-08-01 04:15:28,983 - mmaction - INFO - Epoch [17][840/940] lr: 3.962e-01, eta: 7 days, 15:50:15, time: 1.609, data_time: 0.010, memory: 9063, top1_acc: 0.2754, top5_acc: 0.5172, loss_cls: 3.4126, loss: 3.4126, grad_norm: 1.0308 2020-08-01 04:16:00,652 - mmaction - INFO - Epoch [17][860/940] lr: 3.962e-01, eta: 7 days, 15:42:52, time: 1.585, data_time: 0.010, memory: 9063, top1_acc: 0.2658, top5_acc: 0.5178, loss_cls: 3.4322, loss: 3.4322, grad_norm: 1.0259 2020-08-01 04:16:32,859 - mmaction - INFO - Epoch [17][880/940] lr: 3.962e-01, eta: 7 days, 15:35:38, time: 1.613, data_time: 0.006, memory: 9063, top1_acc: 0.2684, top5_acc: 0.5176, loss_cls: 3.4249, loss: 3.4249, grad_norm: 1.0506 2020-08-01 04:17:06,097 - mmaction - INFO - Epoch [17][900/940] lr: 3.962e-01, eta: 7 days, 15:28:38, time: 1.661, data_time: 0.005, memory: 9063, top1_acc: 0.2627, top5_acc: 0.5008, loss_cls: 3.4808, loss: 3.4808, grad_norm: 1.0437 2020-08-01 04:17:37,847 - mmaction - INFO - Epoch [17][920/940] lr: 3.962e-01, eta: 7 days, 15:21:19, time: 1.588, data_time: 0.005, memory: 9063, top1_acc: 0.2535, top5_acc: 0.5006, loss_cls: 3.5017, loss: 3.5017, grad_norm: 1.0257 2020-08-01 04:18:09,247 - mmaction - INFO - Epoch [17][940/940] lr: 3.962e-01, eta: 7 days, 15:13:55, time: 1.568, data_time: 0.008, memory: 9063, top1_acc: 0.2650, top5_acc: 0.5032, loss_cls: 3.4539, loss: 3.4539, grad_norm: 1.0261 2020-08-01 04:49:23,376 - mmaction - INFO - Epoch [18][20/940] lr: 3.957e-01, eta: 7 days, 22:17:37, time: 93.682, data_time: 80.285, memory: 9063, top1_acc: 0.2721, top5_acc: 0.5309, loss_cls: 3.3864, loss: 3.3864, grad_norm: 1.0485 2020-08-01 04:49:48,388 - mmaction - INFO - Epoch [18][40/940] lr: 3.957e-01, eta: 7 days, 22:08:13, time: 1.255, data_time: 0.008, memory: 9063, top1_acc: 0.2680, top5_acc: 0.5295, loss_cls: 3.3746, loss: 3.3746, grad_norm: 1.0319 2020-08-01 04:50:15,352 - mmaction - INFO - Epoch [18][60/940] lr: 3.957e-01, eta: 7 days, 21:59:16, time: 1.346, data_time: 0.009, memory: 9063, top1_acc: 0.2807, top5_acc: 0.5338, loss_cls: 3.3415, loss: 3.3415, grad_norm: 1.0508 2020-08-01 04:50:44,320 - mmaction - INFO - Epoch [18][80/940] lr: 3.957e-01, eta: 7 days, 21:50:49, time: 1.451, data_time: 0.006, memory: 9063, top1_acc: 0.2801, top5_acc: 0.5266, loss_cls: 3.3588, loss: 3.3588, grad_norm: 1.0387 2020-08-01 04:51:13,787 - mmaction - INFO - Epoch [18][100/940] lr: 3.957e-01, eta: 7 days, 21:42:30, time: 1.473, data_time: 0.002, memory: 9063, top1_acc: 0.2865, top5_acc: 0.5283, loss_cls: 3.3331, loss: 3.3331, grad_norm: 1.0228 2020-08-01 04:51:43,695 - mmaction - INFO - Epoch [18][120/940] lr: 3.957e-01, eta: 7 days, 21:34:18, time: 1.496, data_time: 0.002, memory: 9063, top1_acc: 0.2564, top5_acc: 0.5072, loss_cls: 3.4788, loss: 3.4788, grad_norm: 1.0527 2020-08-01 04:52:14,174 - mmaction - INFO - Epoch [18][140/940] lr: 3.957e-01, eta: 7 days, 21:26:15, time: 1.523, data_time: 0.004, memory: 9063, top1_acc: 0.2682, top5_acc: 0.5090, loss_cls: 3.4582, loss: 3.4582, grad_norm: 1.0355 2020-08-01 04:52:45,649 - mmaction - INFO - Epoch [18][160/940] lr: 3.957e-01, eta: 7 days, 21:18:27, time: 1.573, data_time: 0.005, memory: 9063, top1_acc: 0.2727, top5_acc: 0.5223, loss_cls: 3.3711, loss: 3.3711, grad_norm: 1.0254 2020-08-01 04:53:16,576 - mmaction - INFO - Epoch [18][180/940] lr: 3.957e-01, eta: 7 days, 21:10:32, time: 1.548, data_time: 0.005, memory: 9063, top1_acc: 0.2738, top5_acc: 0.5320, loss_cls: 3.3824, loss: 3.3824, grad_norm: 1.0345 2020-08-01 04:53:47,451 - mmaction - INFO - Epoch [18][200/940] lr: 3.957e-01, eta: 7 days, 21:02:37, time: 1.540, data_time: 0.004, memory: 9063, top1_acc: 0.2748, top5_acc: 0.5244, loss_cls: 3.3703, loss: 3.3703, grad_norm: 1.0335 2020-08-01 04:54:18,482 - mmaction - INFO - Epoch [18][220/940] lr: 3.957e-01, eta: 7 days, 20:54:47, time: 1.554, data_time: 0.006, memory: 9063, top1_acc: 0.2826, top5_acc: 0.5238, loss_cls: 3.3859, loss: 3.3859, grad_norm: 1.0623 2020-08-01 04:54:50,277 - mmaction - INFO - Epoch [18][240/940] lr: 3.957e-01, eta: 7 days, 20:47:08, time: 1.588, data_time: 0.007, memory: 9063, top1_acc: 0.2789, top5_acc: 0.5260, loss_cls: 3.3633, loss: 3.3633, grad_norm: 1.0485 2020-08-01 04:55:21,706 - mmaction - INFO - Epoch [18][260/940] lr: 3.957e-01, eta: 7 days, 20:39:25, time: 1.572, data_time: 0.006, memory: 9063, top1_acc: 0.2756, top5_acc: 0.5279, loss_cls: 3.3689, loss: 3.3689, grad_norm: 1.0389 2020-08-01 04:55:53,105 - mmaction - INFO - Epoch [18][280/940] lr: 3.957e-01, eta: 7 days, 20:31:42, time: 1.571, data_time: 0.005, memory: 9063, top1_acc: 0.2678, top5_acc: 0.5166, loss_cls: 3.4497, loss: 3.4497, grad_norm: 1.0687 2020-08-01 04:56:25,436 - mmaction - INFO - Epoch [18][300/940] lr: 3.957e-01, eta: 7 days, 20:24:12, time: 1.611, data_time: 0.008, memory: 9063, top1_acc: 0.2756, top5_acc: 0.5162, loss_cls: 3.4149, loss: 3.4149, grad_norm: 1.0393 2020-08-01 04:56:58,215 - mmaction - INFO - Epoch [18][320/940] lr: 3.957e-01, eta: 7 days, 20:16:52, time: 1.644, data_time: 0.008, memory: 9063, top1_acc: 0.2730, top5_acc: 0.5287, loss_cls: 3.3708, loss: 3.3708, grad_norm: 1.0404 2020-08-01 04:57:29,870 - mmaction - INFO - Epoch [18][340/940] lr: 3.957e-01, eta: 7 days, 20:09:16, time: 1.580, data_time: 0.008, memory: 9063, top1_acc: 0.2725, top5_acc: 0.5117, loss_cls: 3.4121, loss: 3.4121, grad_norm: 1.0260 2020-08-01 04:58:01,791 - mmaction - INFO - Epoch [18][360/940] lr: 3.957e-01, eta: 7 days, 20:01:45, time: 1.599, data_time: 0.007, memory: 9063, top1_acc: 0.2695, top5_acc: 0.5270, loss_cls: 3.3840, loss: 3.3840, grad_norm: 1.0494 2020-08-01 04:58:33,826 - mmaction - INFO - Epoch [18][380/940] lr: 3.957e-01, eta: 7 days, 19:54:16, time: 1.599, data_time: 0.006, memory: 9063, top1_acc: 0.2779, top5_acc: 0.5316, loss_cls: 3.3975, loss: 3.3975, grad_norm: 1.0209 2020-08-01 04:59:06,248 - mmaction - INFO - Epoch [18][400/940] lr: 3.957e-01, eta: 7 days, 19:46:54, time: 1.624, data_time: 0.005, memory: 9063, top1_acc: 0.2746, top5_acc: 0.5369, loss_cls: 3.3720, loss: 3.3720, grad_norm: 1.0519 2020-08-01 04:59:37,471 - mmaction - INFO - Epoch [18][420/940] lr: 3.957e-01, eta: 7 days, 19:39:16, time: 1.561, data_time: 0.005, memory: 9063, top1_acc: 0.2771, top5_acc: 0.5225, loss_cls: 3.3851, loss: 3.3851, grad_norm: 1.0607 2020-08-01 05:00:11,606 - mmaction - INFO - Epoch [18][440/940] lr: 3.957e-01, eta: 7 days, 19:32:18, time: 1.700, data_time: 0.005, memory: 9063, top1_acc: 0.2623, top5_acc: 0.5084, loss_cls: 3.4624, loss: 3.4624, grad_norm: 1.0424 2020-08-01 05:00:43,181 - mmaction - INFO - Epoch [18][460/940] lr: 3.957e-01, eta: 7 days, 19:24:49, time: 1.586, data_time: 0.015, memory: 9063, top1_acc: 0.2701, top5_acc: 0.5215, loss_cls: 3.3825, loss: 3.3825, grad_norm: 1.0256 2020-08-01 05:01:15,064 - mmaction - INFO - Epoch [18][480/940] lr: 3.957e-01, eta: 7 days, 19:17:23, time: 1.593, data_time: 0.005, memory: 9063, top1_acc: 0.2672, top5_acc: 0.5174, loss_cls: 3.4294, loss: 3.4294, grad_norm: 1.0208 2020-08-01 05:01:46,508 - mmaction - INFO - Epoch [18][500/940] lr: 3.957e-01, eta: 7 days, 19:09:52, time: 1.573, data_time: 0.005, memory: 9063, top1_acc: 0.2682, top5_acc: 0.5197, loss_cls: 3.4097, loss: 3.4097, grad_norm: 1.0359 2020-08-01 05:02:17,551 - mmaction - INFO - Epoch [18][520/940] lr: 3.957e-01, eta: 7 days, 19:02:17, time: 1.552, data_time: 0.002, memory: 9063, top1_acc: 0.2652, top5_acc: 0.5170, loss_cls: 3.4154, loss: 3.4154, grad_norm: 1.0212 2020-08-01 05:02:49,317 - mmaction - INFO - Epoch [18][540/940] lr: 3.957e-01, eta: 7 days, 18:54:53, time: 1.588, data_time: 0.002, memory: 9063, top1_acc: 0.2711, top5_acc: 0.5232, loss_cls: 3.3868, loss: 3.3868, grad_norm: 1.0509 2020-08-01 05:03:21,219 - mmaction - INFO - Epoch [18][560/940] lr: 3.957e-01, eta: 7 days, 18:47:31, time: 1.592, data_time: 0.008, memory: 9063, top1_acc: 0.2879, top5_acc: 0.5279, loss_cls: 3.3688, loss: 3.3688, grad_norm: 1.0445 2020-08-01 05:03:53,206 - mmaction - INFO - Epoch [18][580/940] lr: 3.957e-01, eta: 7 days, 18:40:13, time: 1.603, data_time: 0.006, memory: 9063, top1_acc: 0.2734, top5_acc: 0.5189, loss_cls: 3.4106, loss: 3.4106, grad_norm: 1.0386 2020-08-01 05:04:25,204 - mmaction - INFO - Epoch [18][600/940] lr: 3.957e-01, eta: 7 days, 18:32:53, time: 1.594, data_time: 0.006, memory: 9063, top1_acc: 0.2713, top5_acc: 0.5275, loss_cls: 3.3868, loss: 3.3868, grad_norm: 1.0447 2020-08-01 05:04:57,634 - mmaction - INFO - Epoch [18][620/940] lr: 3.957e-01, eta: 7 days, 18:25:43, time: 1.627, data_time: 0.008, memory: 9063, top1_acc: 0.2742, top5_acc: 0.5258, loss_cls: 3.3978, loss: 3.3978, grad_norm: 1.0370 2020-08-01 05:05:29,777 - mmaction - INFO - Epoch [18][640/940] lr: 3.957e-01, eta: 7 days, 18:18:28, time: 1.605, data_time: 0.004, memory: 9063, top1_acc: 0.2566, top5_acc: 0.5146, loss_cls: 3.4244, loss: 3.4244, grad_norm: 1.0399 2020-08-01 05:06:01,908 - mmaction - INFO - Epoch [18][660/940] lr: 3.957e-01, eta: 7 days, 18:11:15, time: 1.608, data_time: 0.006, memory: 9063, top1_acc: 0.2732, top5_acc: 0.5219, loss_cls: 3.3775, loss: 3.3775, grad_norm: 1.0288 2020-08-01 05:06:33,887 - mmaction - INFO - Epoch [18][680/940] lr: 3.957e-01, eta: 7 days, 18:04:00, time: 1.595, data_time: 0.005, memory: 9063, top1_acc: 0.2664, top5_acc: 0.5168, loss_cls: 3.4273, loss: 3.4273, grad_norm: 1.0568 2020-08-01 05:07:05,847 - mmaction - INFO - Epoch [18][700/940] lr: 3.957e-01, eta: 7 days, 17:56:47, time: 1.602, data_time: 0.007, memory: 9063, top1_acc: 0.2639, top5_acc: 0.5035, loss_cls: 3.4127, loss: 3.4127, grad_norm: 1.0320 2020-08-01 05:07:37,500 - mmaction - INFO - Epoch [18][720/940] lr: 3.957e-01, eta: 7 days, 17:49:30, time: 1.582, data_time: 0.006, memory: 9063, top1_acc: 0.2709, top5_acc: 0.5303, loss_cls: 3.3864, loss: 3.3864, grad_norm: 1.0438 2020-08-01 05:08:09,738 - mmaction - INFO - Epoch [18][740/940] lr: 3.957e-01, eta: 7 days, 17:42:22, time: 1.613, data_time: 0.006, memory: 9063, top1_acc: 0.2840, top5_acc: 0.5363, loss_cls: 3.3302, loss: 3.3302, grad_norm: 1.0422 2020-08-01 05:08:41,621 - mmaction - INFO - Epoch [18][760/940] lr: 3.957e-01, eta: 7 days, 17:35:10, time: 1.593, data_time: 0.005, memory: 9063, top1_acc: 0.2643, top5_acc: 0.5172, loss_cls: 3.4431, loss: 3.4431, grad_norm: 1.0590 2020-08-01 05:09:13,703 - mmaction - INFO - Epoch [18][780/940] lr: 3.957e-01, eta: 7 days, 17:28:02, time: 1.606, data_time: 0.005, memory: 9063, top1_acc: 0.2617, top5_acc: 0.5174, loss_cls: 3.4410, loss: 3.4410, grad_norm: 1.0767 2020-08-01 05:09:45,444 - mmaction - INFO - Epoch [18][800/940] lr: 3.957e-01, eta: 7 days, 17:20:49, time: 1.585, data_time: 0.005, memory: 9063, top1_acc: 0.2703, top5_acc: 0.5268, loss_cls: 3.3821, loss: 3.3821, grad_norm: 1.0383 2020-08-01 05:10:18,164 - mmaction - INFO - Epoch [18][820/940] lr: 3.957e-01, eta: 7 days, 17:13:51, time: 1.635, data_time: 0.005, memory: 9063, top1_acc: 0.2652, top5_acc: 0.5207, loss_cls: 3.4007, loss: 3.4007, grad_norm: 1.0217 2020-08-01 05:10:49,353 - mmaction - INFO - Epoch [18][840/940] lr: 3.957e-01, eta: 7 days, 17:06:34, time: 1.561, data_time: 0.006, memory: 9063, top1_acc: 0.2590, top5_acc: 0.5053, loss_cls: 3.4593, loss: 3.4593, grad_norm: 1.0487 2020-08-01 05:11:20,907 - mmaction - INFO - Epoch [18][860/940] lr: 3.957e-01, eta: 7 days, 16:59:22, time: 1.576, data_time: 0.005, memory: 9063, top1_acc: 0.2619, top5_acc: 0.5088, loss_cls: 3.4721, loss: 3.4721, grad_norm: 1.0398 2020-08-01 05:11:53,309 - mmaction - INFO - Epoch [18][880/940] lr: 3.957e-01, eta: 7 days, 16:52:22, time: 1.615, data_time: 0.006, memory: 9063, top1_acc: 0.2713, top5_acc: 0.5246, loss_cls: 3.4124, loss: 3.4124, grad_norm: 1.0213 2020-08-01 05:12:25,172 - mmaction - INFO - Epoch [18][900/940] lr: 3.957e-01, eta: 7 days, 16:45:17, time: 1.597, data_time: 0.009, memory: 9063, top1_acc: 0.2660, top5_acc: 0.5137, loss_cls: 3.4399, loss: 3.4399, grad_norm: 1.0326 2020-08-01 05:12:58,027 - mmaction - INFO - Epoch [18][920/940] lr: 3.957e-01, eta: 7 days, 16:38:26, time: 1.644, data_time: 0.007, memory: 9063, top1_acc: 0.2768, top5_acc: 0.5199, loss_cls: 3.4219, loss: 3.4219, grad_norm: 1.0298 2020-08-01 05:13:28,485 - mmaction - INFO - Epoch [18][940/940] lr: 3.957e-01, eta: 7 days, 16:31:04, time: 1.522, data_time: 0.007, memory: 9063, top1_acc: 0.2754, top5_acc: 0.5223, loss_cls: 3.3841, loss: 3.3841, grad_norm: 1.0333 2020-08-01 05:44:49,945 - mmaction - INFO - Epoch [19][20/940] lr: 3.951e-01, eta: 7 days, 23:11:00, time: 94.052, data_time: 92.848, memory: 9063, top1_acc: 0.2818, top5_acc: 0.5256, loss_cls: 3.3617, loss: 3.3617, grad_norm: 1.0453 2020-08-01 05:45:14,904 - mmaction - INFO - Epoch [19][40/940] lr: 3.951e-01, eta: 7 days, 23:01:56, time: 1.249, data_time: 0.006, memory: 9063, top1_acc: 0.2752, top5_acc: 0.5277, loss_cls: 3.3428, loss: 3.3428, grad_norm: 1.0512 2020-08-01 05:45:41,752 - mmaction - INFO - Epoch [19][60/940] lr: 3.951e-01, eta: 7 days, 22:53:18, time: 1.341, data_time: 0.005, memory: 9063, top1_acc: 0.2855, top5_acc: 0.5441, loss_cls: 3.3281, loss: 3.3281, grad_norm: 1.0476 2020-08-01 05:46:10,727 - mmaction - INFO - Epoch [19][80/940] lr: 3.951e-01, eta: 7 days, 22:45:09, time: 1.447, data_time: 0.007, memory: 9063, top1_acc: 0.2764, top5_acc: 0.5287, loss_cls: 3.3785, loss: 3.3785, grad_norm: 1.0516 2020-08-01 05:46:39,667 - mmaction - INFO - Epoch [19][100/940] lr: 3.951e-01, eta: 7 days, 22:37:02, time: 1.451, data_time: 0.010, memory: 9063, top1_acc: 0.2689, top5_acc: 0.5225, loss_cls: 3.4035, loss: 3.4035, grad_norm: 1.0430 2020-08-01 05:47:08,864 - mmaction - INFO - Epoch [19][120/940] lr: 3.951e-01, eta: 7 days, 22:28:58, time: 1.457, data_time: 0.005, memory: 9063, top1_acc: 0.2812, top5_acc: 0.5312, loss_cls: 3.3383, loss: 3.3383, grad_norm: 1.0332 2020-08-01 05:47:39,827 - mmaction - INFO - Epoch [19][140/940] lr: 3.951e-01, eta: 7 days, 22:21:19, time: 1.551, data_time: 0.007, memory: 9063, top1_acc: 0.2807, top5_acc: 0.5268, loss_cls: 3.3989, loss: 3.3989, grad_norm: 1.0543 2020-08-01 05:48:09,996 - mmaction - INFO - Epoch [19][160/940] lr: 3.951e-01, eta: 7 days, 22:13:29, time: 1.504, data_time: 0.005, memory: 9063, top1_acc: 0.2703, top5_acc: 0.5297, loss_cls: 3.3920, loss: 3.3920, grad_norm: 1.0364 2020-08-01 05:48:39,736 - mmaction - INFO - Epoch [19][180/940] lr: 3.951e-01, eta: 7 days, 22:05:37, time: 1.492, data_time: 0.007, memory: 9063, top1_acc: 0.2871, top5_acc: 0.5332, loss_cls: 3.3485, loss: 3.3485, grad_norm: 1.0455 2020-08-01 05:49:09,527 - mmaction - INFO - Epoch [19][200/940] lr: 3.951e-01, eta: 7 days, 21:57:45, time: 1.488, data_time: 0.007, memory: 9063, top1_acc: 0.2830, top5_acc: 0.5180, loss_cls: 3.3761, loss: 3.3761, grad_norm: 1.0817 2020-08-01 05:49:40,808 - mmaction - INFO - Epoch [19][220/940] lr: 3.951e-01, eta: 7 days, 21:50:14, time: 1.565, data_time: 0.007, memory: 9063, top1_acc: 0.2768, top5_acc: 0.5260, loss_cls: 3.3788, loss: 3.3788, grad_norm: 1.0485 2020-08-01 05:50:12,112 - mmaction - INFO - Epoch [19][240/940] lr: 3.951e-01, eta: 7 days, 21:42:43, time: 1.562, data_time: 0.008, memory: 9063, top1_acc: 0.2777, top5_acc: 0.5271, loss_cls: 3.3680, loss: 3.3680, grad_norm: 1.0618 2020-08-01 05:50:43,610 - mmaction - INFO - Epoch [19][260/940] lr: 3.951e-01, eta: 7 days, 21:35:18, time: 1.578, data_time: 0.007, memory: 9063, top1_acc: 0.2680, top5_acc: 0.5311, loss_cls: 3.3880, loss: 3.3880, grad_norm: 1.0619 2020-08-01 05:51:16,389 - mmaction - INFO - Epoch [19][280/940] lr: 3.951e-01, eta: 7 days, 21:28:08, time: 1.637, data_time: 0.010, memory: 9063, top1_acc: 0.2818, top5_acc: 0.5285, loss_cls: 3.3766, loss: 3.3766, grad_norm: 1.0496 2020-08-01 05:51:47,537 - mmaction - INFO - Epoch [19][300/940] lr: 3.951e-01, eta: 7 days, 21:20:40, time: 1.560, data_time: 0.006, memory: 9063, top1_acc: 0.2750, top5_acc: 0.5225, loss_cls: 3.3604, loss: 3.3604, grad_norm: 1.0538 2020-08-01 05:52:19,518 - mmaction - INFO - Epoch [19][320/940] lr: 3.951e-01, eta: 7 days, 21:13:22, time: 1.597, data_time: 0.005, memory: 9063, top1_acc: 0.2889, top5_acc: 0.5387, loss_cls: 3.3147, loss: 3.3147, grad_norm: 1.0536 2020-08-01 05:52:50,727 - mmaction - INFO - Epoch [19][340/940] lr: 3.951e-01, eta: 7 days, 21:05:56, time: 1.561, data_time: 0.006, memory: 9063, top1_acc: 0.2756, top5_acc: 0.5275, loss_cls: 3.3870, loss: 3.3870, grad_norm: 1.0710 2020-08-01 05:53:21,884 - mmaction - INFO - Epoch [19][360/940] lr: 3.951e-01, eta: 7 days, 20:58:30, time: 1.559, data_time: 0.007, memory: 9063, top1_acc: 0.2643, top5_acc: 0.5160, loss_cls: 3.4103, loss: 3.4103, grad_norm: 1.0450 2020-08-01 05:53:54,511 - mmaction - INFO - Epoch [19][380/940] lr: 3.951e-01, eta: 7 days, 20:51:24, time: 1.630, data_time: 0.008, memory: 9063, top1_acc: 0.2779, top5_acc: 0.5312, loss_cls: 3.3494, loss: 3.3494, grad_norm: 1.0460 2020-08-01 05:54:25,901 - mmaction - INFO - Epoch [19][400/940] lr: 3.951e-01, eta: 7 days, 20:44:03, time: 1.571, data_time: 0.006, memory: 9063, top1_acc: 0.2770, top5_acc: 0.5340, loss_cls: 3.3743, loss: 3.3743, grad_norm: 1.0436 2020-08-01 05:54:58,292 - mmaction - INFO - Epoch [19][420/940] lr: 3.951e-01, eta: 7 days, 20:36:55, time: 1.618, data_time: 0.005, memory: 9063, top1_acc: 0.2777, top5_acc: 0.5178, loss_cls: 3.3987, loss: 3.3987, grad_norm: 1.0549 2020-08-01 05:55:29,648 - mmaction - INFO - Epoch [19][440/940] lr: 3.951e-01, eta: 7 days, 20:29:35, time: 1.567, data_time: 0.005, memory: 9063, top1_acc: 0.2732, top5_acc: 0.5225, loss_cls: 3.3922, loss: 3.3922, grad_norm: 1.0266 2020-08-01 05:56:02,072 - mmaction - INFO - Epoch [19][460/940] lr: 3.951e-01, eta: 7 days, 20:22:31, time: 1.623, data_time: 0.007, memory: 9063, top1_acc: 0.2889, top5_acc: 0.5359, loss_cls: 3.3390, loss: 3.3390, grad_norm: 1.0682 2020-08-01 05:56:33,538 - mmaction - INFO - Epoch [19][480/940] lr: 3.951e-01, eta: 7 days, 20:15:13, time: 1.569, data_time: 0.006, memory: 9063, top1_acc: 0.2764, top5_acc: 0.5332, loss_cls: 3.3506, loss: 3.3506, grad_norm: 1.0666 2020-08-01 05:57:05,689 - mmaction - INFO - Epoch [19][500/940] lr: 3.951e-01, eta: 7 days, 20:08:07, time: 1.612, data_time: 0.007, memory: 9063, top1_acc: 0.2760, top5_acc: 0.5215, loss_cls: 3.4044, loss: 3.4044, grad_norm: 1.0239 2020-08-01 05:57:37,134 - mmaction - INFO - Epoch [19][520/940] lr: 3.951e-01, eta: 7 days, 20:00:52, time: 1.570, data_time: 0.005, memory: 9063, top1_acc: 0.2783, top5_acc: 0.5271, loss_cls: 3.3757, loss: 3.3757, grad_norm: 1.0315 2020-08-01 05:58:08,367 - mmaction - INFO - Epoch [19][540/940] lr: 3.951e-01, eta: 7 days, 19:53:36, time: 1.565, data_time: 0.006, memory: 9063, top1_acc: 0.2855, top5_acc: 0.5389, loss_cls: 3.3486, loss: 3.3486, grad_norm: 1.0679 2020-08-01 05:58:39,925 - mmaction - INFO - Epoch [19][560/940] lr: 3.951e-01, eta: 7 days, 19:46:24, time: 1.575, data_time: 0.004, memory: 9063, top1_acc: 0.2943, top5_acc: 0.5318, loss_cls: 3.3296, loss: 3.3296, grad_norm: 1.0477 2020-08-01 05:59:12,296 - mmaction - INFO - Epoch [19][580/940] lr: 3.951e-01, eta: 7 days, 19:39:24, time: 1.620, data_time: 0.006, memory: 9063, top1_acc: 0.2748, top5_acc: 0.5279, loss_cls: 3.3855, loss: 3.3855, grad_norm: 1.0604 2020-08-01 05:59:43,862 - mmaction - INFO - Epoch [19][600/940] lr: 3.951e-01, eta: 7 days, 19:32:14, time: 1.577, data_time: 0.005, memory: 9063, top1_acc: 0.2752, top5_acc: 0.5236, loss_cls: 3.3599, loss: 3.3599, grad_norm: 1.0226 2020-08-01 06:00:18,463 - mmaction - INFO - Epoch [19][620/940] lr: 3.951e-01, eta: 7 days, 19:25:43, time: 1.726, data_time: 0.008, memory: 9063, top1_acc: 0.2832, top5_acc: 0.5266, loss_cls: 3.3608, loss: 3.3608, grad_norm: 1.0500 2020-08-01 06:00:49,743 - mmaction - INFO - Epoch [19][640/940] lr: 3.951e-01, eta: 7 days, 19:18:33, time: 1.570, data_time: 0.020, memory: 9063, top1_acc: 0.2645, top5_acc: 0.5141, loss_cls: 3.4287, loss: 3.4287, grad_norm: 1.0564 2020-08-01 06:01:21,844 - mmaction - INFO - Epoch [19][660/940] lr: 3.951e-01, eta: 7 days, 19:11:32, time: 1.603, data_time: 0.005, memory: 9063, top1_acc: 0.2801, top5_acc: 0.5340, loss_cls: 3.3521, loss: 3.3521, grad_norm: 1.0303 2020-08-01 06:01:53,960 - mmaction - INFO - Epoch [19][680/940] lr: 3.951e-01, eta: 7 days, 19:04:33, time: 1.608, data_time: 0.007, memory: 9063, top1_acc: 0.2721, top5_acc: 0.5197, loss_cls: 3.3773, loss: 3.3773, grad_norm: 1.0516 2020-08-01 06:02:26,963 - mmaction - INFO - Epoch [19][700/940] lr: 3.951e-01, eta: 7 days, 18:57:46, time: 1.650, data_time: 0.002, memory: 9063, top1_acc: 0.2729, top5_acc: 0.5264, loss_cls: 3.3677, loss: 3.3677, grad_norm: 1.0593 2020-08-01 06:02:58,692 - mmaction - INFO - Epoch [19][720/940] lr: 3.951e-01, eta: 7 days, 18:50:43, time: 1.584, data_time: 0.003, memory: 9063, top1_acc: 0.2832, top5_acc: 0.5359, loss_cls: 3.3599, loss: 3.3599, grad_norm: 1.0564 2020-08-01 06:03:31,396 - mmaction - INFO - Epoch [19][740/940] lr: 3.951e-01, eta: 7 days, 18:43:55, time: 1.638, data_time: 0.009, memory: 9063, top1_acc: 0.2709, top5_acc: 0.5152, loss_cls: 3.4288, loss: 3.4288, grad_norm: 1.0816 2020-08-01 06:04:03,323 - mmaction - INFO - Epoch [19][760/940] lr: 3.951e-01, eta: 7 days, 18:36:57, time: 1.596, data_time: 0.006, memory: 9063, top1_acc: 0.2703, top5_acc: 0.5145, loss_cls: 3.4347, loss: 3.4347, grad_norm: 1.0445 2020-08-01 06:04:35,743 - mmaction - INFO - Epoch [19][780/940] lr: 3.951e-01, eta: 7 days, 18:30:06, time: 1.621, data_time: 0.005, memory: 9063, top1_acc: 0.2709, top5_acc: 0.5072, loss_cls: 3.4294, loss: 3.4294, grad_norm: 1.0429 2020-08-01 06:05:06,427 - mmaction - INFO - Epoch [19][800/940] lr: 3.951e-01, eta: 7 days, 18:22:54, time: 1.535, data_time: 0.002, memory: 9063, top1_acc: 0.2762, top5_acc: 0.5225, loss_cls: 3.3883, loss: 3.3883, grad_norm: 1.0268 2020-08-01 06:05:39,316 - mmaction - INFO - Epoch [19][820/940] lr: 3.951e-01, eta: 7 days, 18:16:10, time: 1.644, data_time: 0.002, memory: 9063, top1_acc: 0.2727, top5_acc: 0.5156, loss_cls: 3.4154, loss: 3.4154, grad_norm: 1.0319 2020-08-01 06:06:11,160 - mmaction - INFO - Epoch [19][840/940] lr: 3.951e-01, eta: 7 days, 18:09:14, time: 1.590, data_time: 0.005, memory: 9063, top1_acc: 0.2826, top5_acc: 0.5266, loss_cls: 3.3312, loss: 3.3312, grad_norm: 1.0322 2020-08-01 06:06:42,786 - mmaction - INFO - Epoch [19][860/940] lr: 3.951e-01, eta: 7 days, 18:02:17, time: 1.584, data_time: 0.008, memory: 9063, top1_acc: 0.2705, top5_acc: 0.5191, loss_cls: 3.3869, loss: 3.3869, grad_norm: 1.0700 2020-08-01 06:07:14,756 - mmaction - INFO - Epoch [19][880/940] lr: 3.951e-01, eta: 7 days, 17:55:24, time: 1.596, data_time: 0.007, memory: 9063, top1_acc: 0.2701, top5_acc: 0.5131, loss_cls: 3.4444, loss: 3.4444, grad_norm: 1.0400 2020-08-01 06:07:46,795 - mmaction - INFO - Epoch [19][900/940] lr: 3.951e-01, eta: 7 days, 17:48:35, time: 1.605, data_time: 0.008, memory: 9063, top1_acc: 0.2684, top5_acc: 0.5205, loss_cls: 3.4126, loss: 3.4126, grad_norm: 1.0557 2020-08-01 06:08:19,370 - mmaction - INFO - Epoch [19][920/940] lr: 3.951e-01, eta: 7 days, 17:41:51, time: 1.626, data_time: 0.004, memory: 9063, top1_acc: 0.2771, top5_acc: 0.5197, loss_cls: 3.4050, loss: 3.4050, grad_norm: 1.0397 2020-08-01 06:08:49,487 - mmaction - INFO - Epoch [19][940/940] lr: 3.951e-01, eta: 7 days, 17:34:39, time: 1.508, data_time: 0.006, memory: 9063, top1_acc: 0.2723, top5_acc: 0.5304, loss_cls: 3.3582, loss: 3.3582, grad_norm: 1.0425 2020-08-01 06:34:10,743 - mmaction - INFO - Epoch [20][20/940] lr: 3.946e-01, eta: 7 days, 22:36:58, time: 76.039, data_time: 61.897, memory: 9063, top1_acc: 0.2811, top5_acc: 0.5256, loss_cls: 3.3850, loss: 3.3850, grad_norm: 1.0343 2020-08-01 06:34:35,772 - mmaction - INFO - Epoch [20][40/940] lr: 3.946e-01, eta: 7 days, 22:28:22, time: 1.255, data_time: 0.007, memory: 9063, top1_acc: 0.2740, top5_acc: 0.5166, loss_cls: 3.3845, loss: 3.3845, grad_norm: 1.0497 2020-08-01 06:35:01,932 - mmaction - INFO - Epoch [20][60/940] lr: 3.946e-01, eta: 7 days, 22:20:01, time: 1.308, data_time: 0.005, memory: 9063, top1_acc: 0.2773, top5_acc: 0.5254, loss_cls: 3.3763, loss: 3.3763, grad_norm: 1.0459 2020-08-01 06:35:30,245 - mmaction - INFO - Epoch [20][80/940] lr: 3.946e-01, eta: 7 days, 22:12:07, time: 1.416, data_time: 0.006, memory: 9063, top1_acc: 0.2674, top5_acc: 0.5137, loss_cls: 3.4525, loss: 3.4525, grad_norm: 1.0575 2020-08-01 06:36:00,851 - mmaction - INFO - Epoch [20][100/940] lr: 3.946e-01, eta: 7 days, 22:04:41, time: 1.527, data_time: 0.007, memory: 9063, top1_acc: 0.2912, top5_acc: 0.5361, loss_cls: 3.3100, loss: 3.3100, grad_norm: 1.0495 2020-08-01 06:36:30,505 - mmaction - INFO - Epoch [20][120/940] lr: 3.946e-01, eta: 7 days, 21:57:07, time: 1.486, data_time: 0.007, memory: 9063, top1_acc: 0.2773, top5_acc: 0.5229, loss_cls: 3.3784, loss: 3.3784, grad_norm: 1.0393 2020-08-01 06:37:01,562 - mmaction - INFO - Epoch [20][140/940] lr: 3.946e-01, eta: 7 days, 21:49:50, time: 1.552, data_time: 0.007, memory: 9063, top1_acc: 0.2820, top5_acc: 0.5309, loss_cls: 3.3448, loss: 3.3448, grad_norm: 1.0551 2020-08-01 06:37:31,343 - mmaction - INFO - Epoch [20][160/940] lr: 3.946e-01, eta: 7 days, 21:42:17, time: 1.487, data_time: 0.005, memory: 9063, top1_acc: 0.2730, top5_acc: 0.5182, loss_cls: 3.4273, loss: 3.4273, grad_norm: 1.0729 2020-08-01 06:38:01,993 - mmaction - INFO - Epoch [20][180/940] lr: 3.946e-01, eta: 7 days, 21:34:58, time: 1.536, data_time: 0.007, memory: 9063, top1_acc: 0.2838, top5_acc: 0.5281, loss_cls: 3.3760, loss: 3.3760, grad_norm: 1.0187 2020-08-01 06:38:33,077 - mmaction - INFO - Epoch [20][200/940] lr: 3.946e-01, eta: 7 days, 21:27:43, time: 1.548, data_time: 0.007, memory: 9063, top1_acc: 0.2826, top5_acc: 0.5150, loss_cls: 3.4159, loss: 3.4159, grad_norm: 1.0706 2020-08-01 06:39:03,682 - mmaction - INFO - Epoch [20][220/940] lr: 3.946e-01, eta: 7 days, 21:20:25, time: 1.536, data_time: 0.008, memory: 9063, top1_acc: 0.2760, top5_acc: 0.5180, loss_cls: 3.4103, loss: 3.4103, grad_norm: 1.0216 2020-08-01 06:39:35,048 - mmaction - INFO - Epoch [20][240/940] lr: 3.946e-01, eta: 7 days, 21:13:16, time: 1.567, data_time: 0.004, memory: 9063, top1_acc: 0.2848, top5_acc: 0.5428, loss_cls: 3.3081, loss: 3.3081, grad_norm: 1.0368 2020-08-01 06:40:06,737 - mmaction - INFO - Epoch [20][260/940] lr: 3.946e-01, eta: 7 days, 21:06:12, time: 1.585, data_time: 0.005, memory: 9063, top1_acc: 0.2709, top5_acc: 0.5162, loss_cls: 3.3764, loss: 3.3764, grad_norm: 1.0585 2020-08-01 06:40:37,801 - mmaction - INFO - Epoch [20][280/940] lr: 3.946e-01, eta: 7 days, 20:59:02, time: 1.553, data_time: 0.002, memory: 9063, top1_acc: 0.2797, top5_acc: 0.5402, loss_cls: 3.3346, loss: 3.3346, grad_norm: 1.0723 2020-08-01 06:41:08,991 - mmaction - INFO - Epoch [20][300/940] lr: 3.946e-01, eta: 7 days, 20:51:53, time: 1.558, data_time: 0.007, memory: 9063, top1_acc: 0.2779, top5_acc: 0.5279, loss_cls: 3.3566, loss: 3.3566, grad_norm: 1.0475 2020-08-01 06:41:41,383 - mmaction - INFO - Epoch [20][320/940] lr: 3.946e-01, eta: 7 days, 20:45:01, time: 1.621, data_time: 0.006, memory: 9063, top1_acc: 0.2822, top5_acc: 0.5258, loss_cls: 3.3598, loss: 3.3598, grad_norm: 1.0478 2020-08-01 06:42:13,205 - mmaction - INFO - Epoch [20][340/940] lr: 3.946e-01, eta: 7 days, 20:38:01, time: 1.589, data_time: 0.004, memory: 9063, top1_acc: 0.2652, top5_acc: 0.5176, loss_cls: 3.3857, loss: 3.3857, grad_norm: 1.0480 2020-08-01 06:42:44,967 - mmaction - INFO - Epoch [20][360/940] lr: 3.946e-01, eta: 7 days, 20:31:03, time: 1.591, data_time: 0.005, memory: 9063, top1_acc: 0.2807, top5_acc: 0.5211, loss_cls: 3.3799, loss: 3.3799, grad_norm: 1.0486 2020-08-01 06:43:15,248 - mmaction - INFO - Epoch [20][380/940] lr: 3.946e-01, eta: 7 days, 20:23:47, time: 1.513, data_time: 0.002, memory: 9063, top1_acc: 0.2846, top5_acc: 0.5352, loss_cls: 3.3387, loss: 3.3387, grad_norm: 1.0498 2020-08-01 06:43:46,769 - mmaction - INFO - Epoch [20][400/940] lr: 3.946e-01, eta: 7 days, 20:16:47, time: 1.575, data_time: 0.005, memory: 9063, top1_acc: 0.2793, top5_acc: 0.5316, loss_cls: 3.3578, loss: 3.3578, grad_norm: 1.0618 2020-08-01 06:44:17,628 - mmaction - INFO - Epoch [20][420/940] lr: 3.946e-01, eta: 7 days, 20:09:40, time: 1.544, data_time: 0.007, memory: 9063, top1_acc: 0.2941, top5_acc: 0.5385, loss_cls: 3.2818, loss: 3.2818, grad_norm: 1.0557 2020-08-01 06:44:50,656 - mmaction - INFO - Epoch [20][440/940] lr: 3.946e-01, eta: 7 days, 20:03:00, time: 1.650, data_time: 0.005, memory: 9063, top1_acc: 0.2695, top5_acc: 0.5197, loss_cls: 3.4075, loss: 3.4075, grad_norm: 1.0668 2020-08-01 06:45:22,074 - mmaction - INFO - Epoch [20][460/940] lr: 3.946e-01, eta: 7 days, 19:56:01, time: 1.567, data_time: 0.006, memory: 9063, top1_acc: 0.2758, top5_acc: 0.5271, loss_cls: 3.3949, loss: 3.3949, grad_norm: 1.0746 2020-08-01 06:45:53,757 - mmaction - INFO - Epoch [20][480/940] lr: 3.946e-01, eta: 7 days, 19:49:07, time: 1.589, data_time: 0.008, memory: 9063, top1_acc: 0.2820, top5_acc: 0.5291, loss_cls: 3.3558, loss: 3.3558, grad_norm: 1.0474 2020-08-01 06:46:25,019 - mmaction - INFO - Epoch [20][500/940] lr: 3.946e-01, eta: 7 days, 19:42:08, time: 1.562, data_time: 0.005, memory: 9063, top1_acc: 0.2893, top5_acc: 0.5383, loss_cls: 3.3227, loss: 3.3227, grad_norm: 1.0541 2020-08-01 06:46:56,262 - mmaction - INFO - Epoch [20][520/940] lr: 3.946e-01, eta: 7 days, 19:35:10, time: 1.563, data_time: 0.005, memory: 9063, top1_acc: 0.2807, top5_acc: 0.5443, loss_cls: 3.3290, loss: 3.3290, grad_norm: 1.0619 2020-08-01 06:47:28,953 - mmaction - INFO - Epoch [20][540/940] lr: 3.946e-01, eta: 7 days, 19:28:30, time: 1.633, data_time: 0.007, memory: 9063, top1_acc: 0.2807, top5_acc: 0.5369, loss_cls: 3.3328, loss: 3.3328, grad_norm: 1.0737 2020-08-01 06:48:01,126 - mmaction - INFO - Epoch [20][560/940] lr: 3.946e-01, eta: 7 days, 19:21:45, time: 1.610, data_time: 0.006, memory: 9063, top1_acc: 0.2818, top5_acc: 0.5238, loss_cls: 3.3635, loss: 3.3635, grad_norm: 1.0510 2020-08-01 06:48:32,695 - mmaction - INFO - Epoch [20][580/940] lr: 3.946e-01, eta: 7 days, 19:14:53, time: 1.578, data_time: 0.005, memory: 9063, top1_acc: 0.2717, top5_acc: 0.5244, loss_cls: 3.3564, loss: 3.3564, grad_norm: 1.0614 2020-08-01 06:49:03,770 - mmaction - INFO - Epoch [20][600/940] lr: 3.946e-01, eta: 7 days, 19:07:56, time: 1.554, data_time: 0.005, memory: 9063, top1_acc: 0.2900, top5_acc: 0.5389, loss_cls: 3.3070, loss: 3.3070, grad_norm: 1.0511 2020-08-01 06:49:35,885 - mmaction - INFO - Epoch [20][620/940] lr: 3.946e-01, eta: 7 days, 19:01:12, time: 1.604, data_time: 0.009, memory: 9063, top1_acc: 0.2830, top5_acc: 0.5326, loss_cls: 3.3544, loss: 3.3544, grad_norm: 1.0554 2020-08-01 06:50:07,980 - mmaction - INFO - Epoch [20][640/940] lr: 3.946e-01, eta: 7 days, 18:54:30, time: 1.607, data_time: 0.006, memory: 9063, top1_acc: 0.2771, top5_acc: 0.5266, loss_cls: 3.3726, loss: 3.3726, grad_norm: 1.0531 2020-08-01 06:50:39,365 - mmaction - INFO - Epoch [20][660/940] lr: 3.946e-01, eta: 7 days, 18:47:39, time: 1.569, data_time: 0.002, memory: 9063, top1_acc: 0.2871, top5_acc: 0.5350, loss_cls: 3.3056, loss: 3.3056, grad_norm: 1.0454 2020-08-01 06:51:10,498 - mmaction - INFO - Epoch [20][680/940] lr: 3.946e-01, eta: 7 days, 18:40:45, time: 1.555, data_time: 0.005, memory: 9063, top1_acc: 0.2770, top5_acc: 0.5221, loss_cls: 3.3931, loss: 3.3931, grad_norm: 1.0635 2020-08-01 06:51:41,587 - mmaction - INFO - Epoch [20][700/940] lr: 3.946e-01, eta: 7 days, 18:33:53, time: 1.556, data_time: 0.006, memory: 9063, top1_acc: 0.2748, top5_acc: 0.5232, loss_cls: 3.4054, loss: 3.4054, grad_norm: 1.0674 2020-08-01 06:52:12,873 - mmaction - INFO - Epoch [20][720/940] lr: 3.946e-01, eta: 7 days, 18:27:03, time: 1.563, data_time: 0.008, memory: 9063, top1_acc: 0.2936, top5_acc: 0.5342, loss_cls: 3.2977, loss: 3.2977, grad_norm: 1.0512 2020-08-01 06:52:44,387 - mmaction - INFO - Epoch [20][740/940] lr: 3.946e-01, eta: 7 days, 18:20:17, time: 1.575, data_time: 0.006, memory: 9063, top1_acc: 0.2850, top5_acc: 0.5262, loss_cls: 3.3398, loss: 3.3398, grad_norm: 1.0633 2020-08-01 06:53:16,676 - mmaction - INFO - Epoch [20][760/940] lr: 3.946e-01, eta: 7 days, 18:13:42, time: 1.616, data_time: 0.006, memory: 9063, top1_acc: 0.2863, top5_acc: 0.5244, loss_cls: 3.3876, loss: 3.3876, grad_norm: 1.0595 2020-08-01 06:53:48,102 - mmaction - INFO - Epoch [20][780/940] lr: 3.946e-01, eta: 7 days, 18:06:56, time: 1.570, data_time: 0.005, memory: 9063, top1_acc: 0.2770, top5_acc: 0.5184, loss_cls: 3.3875, loss: 3.3875, grad_norm: 1.0724 2020-08-01 06:54:19,175 - mmaction - INFO - Epoch [20][800/940] lr: 3.946e-01, eta: 7 days, 18:00:08, time: 1.555, data_time: 0.005, memory: 9063, top1_acc: 0.2824, top5_acc: 0.5289, loss_cls: 3.3566, loss: 3.3566, grad_norm: 1.0372 2020-08-01 06:54:51,726 - mmaction - INFO - Epoch [20][820/940] lr: 3.946e-01, eta: 7 days, 17:53:37, time: 1.624, data_time: 0.004, memory: 9063, top1_acc: 0.2811, top5_acc: 0.5332, loss_cls: 3.3630, loss: 3.3630, grad_norm: 1.0652 2020-08-01 06:55:23,670 - mmaction - INFO - Epoch [20][840/940] lr: 3.946e-01, eta: 7 days, 17:47:00, time: 1.598, data_time: 0.007, memory: 9063, top1_acc: 0.2852, top5_acc: 0.5346, loss_cls: 3.3438, loss: 3.3438, grad_norm: 1.0573 2020-08-01 06:55:54,880 - mmaction - INFO - Epoch [20][860/940] lr: 3.946e-01, eta: 7 days, 17:40:16, time: 1.562, data_time: 0.008, memory: 9063, top1_acc: 0.2830, top5_acc: 0.5248, loss_cls: 3.3283, loss: 3.3283, grad_norm: 1.0762 2020-08-01 06:56:27,710 - mmaction - INFO - Epoch [20][880/940] lr: 3.946e-01, eta: 7 days, 17:33:50, time: 1.640, data_time: 0.009, memory: 9063, top1_acc: 0.2863, top5_acc: 0.5287, loss_cls: 3.3251, loss: 3.3251, grad_norm: 1.0558 2020-08-01 06:56:58,342 - mmaction - INFO - Epoch [20][900/940] lr: 3.946e-01, eta: 7 days, 17:27:01, time: 1.533, data_time: 0.007, memory: 9063, top1_acc: 0.2635, top5_acc: 0.5068, loss_cls: 3.4536, loss: 3.4536, grad_norm: 1.0603 2020-08-01 06:57:30,690 - mmaction - INFO - Epoch [20][920/940] lr: 3.946e-01, eta: 7 days, 17:20:32, time: 1.616, data_time: 0.009, memory: 9063, top1_acc: 0.2699, top5_acc: 0.5314, loss_cls: 3.3603, loss: 3.3603, grad_norm: 1.0517 2020-08-01 06:58:02,248 - mmaction - INFO - Epoch [20][940/940] lr: 3.946e-01, eta: 7 days, 17:13:53, time: 1.575, data_time: 0.006, memory: 9063, top1_acc: 0.2719, top5_acc: 0.5181, loss_cls: 3.3987, loss: 3.3987, grad_norm: 1.0659 2020-08-01 06:58:02,536 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-08-01 07:11:00,114 - mmaction - INFO - Epoch [21][20/940] lr: 3.940e-01, eta: 7 days, 19:33:26, time: 38.780, data_time: 37.288, memory: 9063, top1_acc: 0.2859, top5_acc: 0.5266, loss_cls: 3.3521, loss: 3.3521, grad_norm: 1.0468 2020-08-01 07:11:25,333 - mmaction - INFO - Epoch [21][40/940] lr: 3.940e-01, eta: 7 days, 19:25:28, time: 1.269, data_time: 0.018, memory: 9063, top1_acc: 0.2820, top5_acc: 0.5355, loss_cls: 3.3453, loss: 3.3453, grad_norm: 1.0496 2020-08-01 07:11:52,289 - mmaction - INFO - Epoch [21][60/940] lr: 3.940e-01, eta: 7 days, 19:17:48, time: 1.346, data_time: 0.005, memory: 9063, top1_acc: 0.2799, top5_acc: 0.5455, loss_cls: 3.3466, loss: 3.3466, grad_norm: 1.0526 2020-08-01 07:12:20,350 - mmaction - INFO - Epoch [21][80/940] lr: 3.940e-01, eta: 7 days, 19:10:23, time: 1.404, data_time: 0.006, memory: 9063, top1_acc: 0.2938, top5_acc: 0.5441, loss_cls: 3.3063, loss: 3.3063, grad_norm: 1.0754 2020-08-01 07:12:50,249 - mmaction - INFO - Epoch [21][100/940] lr: 3.940e-01, eta: 7 days, 19:03:20, time: 1.495, data_time: 0.003, memory: 9063, top1_acc: 0.2844, top5_acc: 0.5221, loss_cls: 3.3826, loss: 3.3826, grad_norm: 1.0585 2020-08-01 07:13:20,906 - mmaction - INFO - Epoch [21][120/940] lr: 3.940e-01, eta: 7 days, 18:56:27, time: 1.533, data_time: 0.003, memory: 9063, top1_acc: 0.2814, top5_acc: 0.5326, loss_cls: 3.3568, loss: 3.3568, grad_norm: 1.0555 2020-08-01 07:13:52,236 - mmaction - INFO - Epoch [21][140/940] lr: 3.940e-01, eta: 7 days, 18:49:42, time: 1.565, data_time: 0.007, memory: 9063, top1_acc: 0.2801, top5_acc: 0.5299, loss_cls: 3.3296, loss: 3.3296, grad_norm: 1.0524 2020-08-01 07:14:22,562 - mmaction - INFO - Epoch [21][160/940] lr: 3.940e-01, eta: 7 days, 18:42:46, time: 1.515, data_time: 0.005, memory: 9063, top1_acc: 0.2896, top5_acc: 0.5416, loss_cls: 3.3058, loss: 3.3058, grad_norm: 1.0586 2020-08-01 07:14:53,863 - mmaction - INFO - Epoch [21][180/940] lr: 3.940e-01, eta: 7 days, 18:36:03, time: 1.566, data_time: 0.006, memory: 9063, top1_acc: 0.2885, top5_acc: 0.5332, loss_cls: 3.3491, loss: 3.3491, grad_norm: 1.0690 2020-08-01 07:15:24,697 - mmaction - INFO - Epoch [21][200/940] lr: 3.940e-01, eta: 7 days, 18:29:15, time: 1.544, data_time: 0.007, memory: 9063, top1_acc: 0.2715, top5_acc: 0.5211, loss_cls: 3.3899, loss: 3.3899, grad_norm: 1.0492 2020-08-01 07:15:56,871 - mmaction - INFO - Epoch [21][220/940] lr: 3.940e-01, eta: 7 days, 18:22:43, time: 1.607, data_time: 0.005, memory: 9063, top1_acc: 0.2783, top5_acc: 0.5242, loss_cls: 3.3791, loss: 3.3791, grad_norm: 1.0748 2020-08-01 07:16:27,150 - mmaction - INFO - Epoch [21][240/940] lr: 3.940e-01, eta: 7 days, 18:15:51, time: 1.516, data_time: 0.005, memory: 9063, top1_acc: 0.2861, top5_acc: 0.5320, loss_cls: 3.3473, loss: 3.3473, grad_norm: 1.0490 2020-08-01 07:16:58,156 - mmaction - INFO - Epoch [21][260/940] lr: 3.940e-01, eta: 7 days, 18:09:07, time: 1.548, data_time: 0.004, memory: 9063, top1_acc: 0.2893, top5_acc: 0.5523, loss_cls: 3.3027, loss: 3.3027, grad_norm: 1.0408 2020-08-01 07:17:29,841 - mmaction - INFO - Epoch [21][280/940] lr: 3.940e-01, eta: 7 days, 18:02:32, time: 1.587, data_time: 0.007, memory: 9063, top1_acc: 0.2842, top5_acc: 0.5420, loss_cls: 3.3000, loss: 3.3000, grad_norm: 1.0622 2020-08-01 07:18:02,038 - mmaction - INFO - Epoch [21][300/940] lr: 3.940e-01, eta: 7 days, 17:56:03, time: 1.607, data_time: 0.005, memory: 9063, top1_acc: 0.2896, top5_acc: 0.5408, loss_cls: 3.3491, loss: 3.3491, grad_norm: 1.0766 2020-08-01 07:18:32,195 - mmaction - INFO - Epoch [21][320/940] lr: 3.940e-01, eta: 7 days, 17:49:13, time: 1.511, data_time: 0.006, memory: 9063, top1_acc: 0.2715, top5_acc: 0.5283, loss_cls: 3.3569, loss: 3.3569, grad_norm: 1.0683 2020-08-01 07:19:02,756 - mmaction - INFO - Epoch [21][340/940] lr: 3.940e-01, eta: 7 days, 17:42:27, time: 1.526, data_time: 0.005, memory: 9063, top1_acc: 0.2789, top5_acc: 0.5447, loss_cls: 3.3252, loss: 3.3252, grad_norm: 1.0562 2020-08-01 07:19:33,583 - mmaction - INFO - Epoch [21][360/940] lr: 3.940e-01, eta: 7 days, 17:35:45, time: 1.543, data_time: 0.005, memory: 9063, top1_acc: 0.2863, top5_acc: 0.5393, loss_cls: 3.3119, loss: 3.3119, grad_norm: 1.0739 2020-08-01 07:20:05,109 - mmaction - INFO - Epoch [21][380/940] lr: 3.940e-01, eta: 7 days, 17:29:12, time: 1.576, data_time: 0.006, memory: 9063, top1_acc: 0.2807, top5_acc: 0.5340, loss_cls: 3.3271, loss: 3.3271, grad_norm: 1.0403 2020-08-01 07:20:36,751 - mmaction - INFO - Epoch [21][400/940] lr: 3.940e-01, eta: 7 days, 17:22:41, time: 1.582, data_time: 0.006, memory: 9063, top1_acc: 0.2783, top5_acc: 0.5297, loss_cls: 3.3715, loss: 3.3715, grad_norm: 1.0672 2020-08-01 07:21:07,928 - mmaction - INFO - Epoch [21][420/940] lr: 3.940e-01, eta: 7 days, 17:16:05, time: 1.555, data_time: 0.005, memory: 9063, top1_acc: 0.2721, top5_acc: 0.5297, loss_cls: 3.3487, loss: 3.3487, grad_norm: 1.0702 2020-08-01 07:21:38,896 - mmaction - INFO - Epoch [21][440/940] lr: 3.940e-01, eta: 7 days, 17:09:29, time: 1.552, data_time: 0.007, memory: 9063, top1_acc: 0.2850, top5_acc: 0.5391, loss_cls: 3.3367, loss: 3.3367, grad_norm: 1.0552 2020-08-01 07:22:11,070 - mmaction - INFO - Epoch [21][460/940] lr: 3.940e-01, eta: 7 days, 17:03:06, time: 1.606, data_time: 0.007, memory: 9063, top1_acc: 0.2797, top5_acc: 0.5258, loss_cls: 3.3888, loss: 3.3888, grad_norm: 1.0575 2020-08-01 07:22:43,161 - mmaction - INFO - Epoch [21][480/940] lr: 3.940e-01, eta: 7 days, 16:56:44, time: 1.607, data_time: 0.009, memory: 9063, top1_acc: 0.2928, top5_acc: 0.5352, loss_cls: 3.3227, loss: 3.3227, grad_norm: 1.0556 2020-08-01 07:23:15,090 - mmaction - INFO - Epoch [21][500/940] lr: 3.940e-01, eta: 7 days, 16:50:19, time: 1.595, data_time: 0.010, memory: 9063, top1_acc: 0.2783, top5_acc: 0.5283, loss_cls: 3.3887, loss: 3.3887, grad_norm: 1.0507 2020-08-01 07:23:46,347 - mmaction - INFO - Epoch [21][520/940] lr: 3.940e-01, eta: 7 days, 16:43:49, time: 1.564, data_time: 0.005, memory: 9063, top1_acc: 0.2734, top5_acc: 0.5248, loss_cls: 3.3955, loss: 3.3955, grad_norm: 1.0737 2020-08-01 07:24:17,556 - mmaction - INFO - Epoch [21][540/940] lr: 3.940e-01, eta: 7 days, 16:37:18, time: 1.559, data_time: 0.006, memory: 9063, top1_acc: 0.2816, top5_acc: 0.5369, loss_cls: 3.3275, loss: 3.3275, grad_norm: 1.0419 2020-08-01 07:24:49,463 - mmaction - INFO - Epoch [21][560/940] lr: 3.940e-01, eta: 7 days, 16:30:56, time: 1.595, data_time: 0.005, memory: 9063, top1_acc: 0.2863, top5_acc: 0.5344, loss_cls: 3.3287, loss: 3.3287, grad_norm: 1.0547 2020-08-01 07:25:21,489 - mmaction - INFO - Epoch [21][580/940] lr: 3.940e-01, eta: 7 days, 16:24:36, time: 1.602, data_time: 0.005, memory: 9063, top1_acc: 0.2822, top5_acc: 0.5270, loss_cls: 3.3361, loss: 3.3361, grad_norm: 1.0623 2020-08-01 07:25:52,668 - mmaction - INFO - Epoch [21][600/940] lr: 3.940e-01, eta: 7 days, 16:18:07, time: 1.559, data_time: 0.005, memory: 9063, top1_acc: 0.2770, top5_acc: 0.5238, loss_cls: 3.3660, loss: 3.3660, grad_norm: 1.0738 2020-08-01 07:26:23,971 - mmaction - INFO - Epoch [21][620/940] lr: 3.940e-01, eta: 7 days, 16:11:41, time: 1.565, data_time: 0.006, memory: 9063, top1_acc: 0.2824, top5_acc: 0.5355, loss_cls: 3.3036, loss: 3.3036, grad_norm: 1.0420 2020-08-01 07:26:55,643 - mmaction - INFO - Epoch [21][640/940] lr: 3.940e-01, eta: 7 days, 16:05:19, time: 1.584, data_time: 0.005, memory: 9063, top1_acc: 0.2852, top5_acc: 0.5287, loss_cls: 3.3596, loss: 3.3596, grad_norm: 1.0537 2020-08-01 07:27:27,008 - mmaction - INFO - Epoch [21][660/940] lr: 3.940e-01, eta: 7 days, 15:58:54, time: 1.565, data_time: 0.005, memory: 9063, top1_acc: 0.2693, top5_acc: 0.5307, loss_cls: 3.3620, loss: 3.3620, grad_norm: 1.0535 2020-08-01 07:27:59,462 - mmaction - INFO - Epoch [21][680/940] lr: 3.940e-01, eta: 7 days, 15:52:44, time: 1.627, data_time: 0.006, memory: 9063, top1_acc: 0.2809, top5_acc: 0.5348, loss_cls: 3.3409, loss: 3.3409, grad_norm: 1.0441 2020-08-01 07:28:30,070 - mmaction - INFO - Epoch [21][700/940] lr: 3.940e-01, eta: 7 days, 15:46:10, time: 1.522, data_time: 0.004, memory: 9063, top1_acc: 0.2773, top5_acc: 0.5215, loss_cls: 3.3818, loss: 3.3818, grad_norm: 1.0499 2020-08-01 07:29:00,997 - mmaction - INFO - Epoch [21][720/940] lr: 3.940e-01, eta: 7 days, 15:39:45, time: 1.554, data_time: 0.010, memory: 9063, top1_acc: 0.2785, top5_acc: 0.5285, loss_cls: 3.3710, loss: 3.3710, grad_norm: 1.0505 2020-08-01 07:29:32,681 - mmaction - INFO - Epoch [21][740/940] lr: 3.940e-01, eta: 7 days, 15:33:26, time: 1.583, data_time: 0.005, memory: 9063, top1_acc: 0.2914, top5_acc: 0.5410, loss_cls: 3.3105, loss: 3.3105, grad_norm: 1.0468 2020-08-01 07:30:04,813 - mmaction - INFO - Epoch [21][760/940] lr: 3.940e-01, eta: 7 days, 15:27:14, time: 1.607, data_time: 0.009, memory: 9063, top1_acc: 0.2885, top5_acc: 0.5336, loss_cls: 3.3459, loss: 3.3459, grad_norm: 1.0647 2020-08-01 07:30:36,597 - mmaction - INFO - Epoch [21][780/940] lr: 3.940e-01, eta: 7 days, 15:20:59, time: 1.590, data_time: 0.004, memory: 9063, top1_acc: 0.2785, top5_acc: 0.5217, loss_cls: 3.3528, loss: 3.3528, grad_norm: 1.0551 2020-08-01 07:31:08,435 - mmaction - INFO - Epoch [21][800/940] lr: 3.940e-01, eta: 7 days, 15:14:45, time: 1.591, data_time: 0.005, memory: 9063, top1_acc: 0.2863, top5_acc: 0.5254, loss_cls: 3.3773, loss: 3.3773, grad_norm: 1.0437 2020-08-01 07:31:40,898 - mmaction - INFO - Epoch [21][820/940] lr: 3.940e-01, eta: 7 days, 15:08:38, time: 1.624, data_time: 0.005, memory: 9063, top1_acc: 0.2867, top5_acc: 0.5240, loss_cls: 3.3776, loss: 3.3776, grad_norm: 1.0724 2020-08-01 07:32:12,309 - mmaction - INFO - Epoch [21][840/940] lr: 3.940e-01, eta: 7 days, 15:02:21, time: 1.570, data_time: 0.005, memory: 9063, top1_acc: 0.2963, top5_acc: 0.5322, loss_cls: 3.3298, loss: 3.3298, grad_norm: 1.0472 2020-08-01 07:32:43,453 - mmaction - INFO - Epoch [21][860/940] lr: 3.940e-01, eta: 7 days, 14:56:01, time: 1.558, data_time: 0.006, memory: 9063, top1_acc: 0.2896, top5_acc: 0.5303, loss_cls: 3.3316, loss: 3.3316, grad_norm: 1.0312 2020-08-01 07:33:15,259 - mmaction - INFO - Epoch [21][880/940] lr: 3.940e-01, eta: 7 days, 14:49:49, time: 1.589, data_time: 0.005, memory: 9063, top1_acc: 0.2896, top5_acc: 0.5277, loss_cls: 3.3576, loss: 3.3576, grad_norm: 1.0631 2020-08-01 07:33:46,420 - mmaction - INFO - Epoch [21][900/940] lr: 3.940e-01, eta: 7 days, 14:43:31, time: 1.560, data_time: 0.006, memory: 9063, top1_acc: 0.2756, top5_acc: 0.5199, loss_cls: 3.3798, loss: 3.3798, grad_norm: 1.0679 2020-08-01 07:34:18,604 - mmaction - INFO - Epoch [21][920/940] lr: 3.940e-01, eta: 7 days, 14:37:24, time: 1.607, data_time: 0.004, memory: 9063, top1_acc: 0.2730, top5_acc: 0.5230, loss_cls: 3.3711, loss: 3.3711, grad_norm: 1.0642 2020-08-01 07:34:48,620 - mmaction - INFO - Epoch [21][940/940] lr: 3.940e-01, eta: 7 days, 14:30:55, time: 1.501, data_time: 0.008, memory: 9063, top1_acc: 0.2815, top5_acc: 0.5288, loss_cls: 3.3594, loss: 3.3594, grad_norm: 1.0552 2020-08-01 08:16:11,293 - mmaction - INFO - Epoch [22][20/940] lr: 3.934e-01, eta: 7 days, 22:01:15, time: 124.104, data_time: 122.527, memory: 9063, top1_acc: 0.2900, top5_acc: 0.5338, loss_cls: 3.3015, loss: 3.3015, grad_norm: 1.0624 2020-08-01 08:16:35,772 - mmaction - INFO - Epoch [22][40/940] lr: 3.934e-01, eta: 7 days, 21:53:17, time: 1.234, data_time: 0.019, memory: 9063, top1_acc: 0.2846, top5_acc: 0.5377, loss_cls: 3.3200, loss: 3.3200, grad_norm: 1.0648 2020-08-01 08:17:01,054 - mmaction - INFO - Epoch [22][60/940] lr: 3.934e-01, eta: 7 days, 21:45:27, time: 1.262, data_time: 0.007, memory: 9063, top1_acc: 0.2857, top5_acc: 0.5367, loss_cls: 3.2835, loss: 3.2835, grad_norm: 1.0848 2020-08-01 08:17:29,057 - mmaction - INFO - Epoch [22][80/940] lr: 3.934e-01, eta: 7 days, 21:38:08, time: 1.403, data_time: 0.005, memory: 9063, top1_acc: 0.2859, top5_acc: 0.5312, loss_cls: 3.3676, loss: 3.3676, grad_norm: 1.0495 2020-08-01 08:17:56,936 - mmaction - INFO - Epoch [22][100/940] lr: 3.934e-01, eta: 7 days, 21:30:47, time: 1.389, data_time: 0.007, memory: 9063, top1_acc: 0.2803, top5_acc: 0.5291, loss_cls: 3.3453, loss: 3.3453, grad_norm: 1.0610 2020-08-01 08:18:26,227 - mmaction - INFO - Epoch [22][120/940] lr: 3.934e-01, eta: 7 days, 21:23:45, time: 1.468, data_time: 0.007, memory: 9063, top1_acc: 0.2777, top5_acc: 0.5340, loss_cls: 3.3700, loss: 3.3700, grad_norm: 1.0752 2020-08-01 08:18:55,684 - mmaction - INFO - Epoch [22][140/940] lr: 3.934e-01, eta: 7 days, 21:16:44, time: 1.473, data_time: 0.009, memory: 9063, top1_acc: 0.2781, top5_acc: 0.5219, loss_cls: 3.3978, loss: 3.3978, grad_norm: 1.0560 2020-08-01 08:19:26,960 - mmaction - INFO - Epoch [22][160/940] lr: 3.934e-01, eta: 7 days, 21:10:04, time: 1.558, data_time: 0.005, memory: 9063, top1_acc: 0.2822, top5_acc: 0.5381, loss_cls: 3.3021, loss: 3.3021, grad_norm: 1.0662 2020-08-01 08:19:57,252 - mmaction - INFO - Epoch [22][180/940] lr: 3.934e-01, eta: 7 days, 21:03:15, time: 1.521, data_time: 0.009, memory: 9063, top1_acc: 0.2873, top5_acc: 0.5271, loss_cls: 3.3373, loss: 3.3373, grad_norm: 1.0680 2020-08-01 08:20:27,959 - mmaction - INFO - Epoch [22][200/940] lr: 3.934e-01, eta: 7 days, 20:56:29, time: 1.530, data_time: 0.005, memory: 9063, top1_acc: 0.2689, top5_acc: 0.5133, loss_cls: 3.3999, loss: 3.3999, grad_norm: 1.0775 2020-08-01 08:20:59,550 - mmaction - INFO - Epoch [22][220/940] lr: 3.934e-01, eta: 7 days, 20:49:57, time: 1.585, data_time: 0.009, memory: 9063, top1_acc: 0.2773, top5_acc: 0.5236, loss_cls: 3.3551, loss: 3.3551, grad_norm: 1.0395 2020-08-01 08:21:30,797 - mmaction - INFO - Epoch [22][240/940] lr: 3.934e-01, eta: 7 days, 20:43:20, time: 1.562, data_time: 0.005, memory: 9063, top1_acc: 0.2865, top5_acc: 0.5346, loss_cls: 3.3275, loss: 3.3275, grad_norm: 1.0579 2020-08-01 08:22:02,228 - mmaction - INFO - Epoch [22][260/940] lr: 3.934e-01, eta: 7 days, 20:36:46, time: 1.573, data_time: 0.005, memory: 9063, top1_acc: 0.2859, top5_acc: 0.5373, loss_cls: 3.3241, loss: 3.3241, grad_norm: 1.0619 2020-08-01 08:22:33,592 - mmaction - INFO - Epoch [22][280/940] lr: 3.934e-01, eta: 7 days, 20:30:10, time: 1.562, data_time: 0.004, memory: 9063, top1_acc: 0.2760, top5_acc: 0.5236, loss_cls: 3.3880, loss: 3.3880, grad_norm: 1.0577 2020-08-01 08:23:05,296 - mmaction - INFO - Epoch [22][300/940] lr: 3.934e-01, eta: 7 days, 20:23:42, time: 1.590, data_time: 0.008, memory: 9063, top1_acc: 0.2930, top5_acc: 0.5432, loss_cls: 3.3145, loss: 3.3145, grad_norm: 1.0397 2020-08-01 08:23:38,169 - mmaction - INFO - Epoch [22][320/940] lr: 3.934e-01, eta: 7 days, 20:17:25, time: 1.642, data_time: 0.008, memory: 9063, top1_acc: 0.2803, top5_acc: 0.5285, loss_cls: 3.3356, loss: 3.3356, grad_norm: 1.0496 2020-08-01 08:24:09,186 - mmaction - INFO - Epoch [22][340/940] lr: 3.934e-01, eta: 7 days, 20:10:50, time: 1.553, data_time: 0.006, memory: 9063, top1_acc: 0.2820, top5_acc: 0.5402, loss_cls: 3.3173, loss: 3.3173, grad_norm: 1.0707 2020-08-01 08:24:40,918 - mmaction - INFO - Epoch [22][360/940] lr: 3.934e-01, eta: 7 days, 20:04:23, time: 1.586, data_time: 0.004, memory: 9063, top1_acc: 0.2893, top5_acc: 0.5357, loss_cls: 3.3005, loss: 3.3005, grad_norm: 1.0744 2020-08-01 08:25:13,038 - mmaction - INFO - Epoch [22][380/940] lr: 3.934e-01, eta: 7 days, 19:57:59, time: 1.601, data_time: 0.005, memory: 9063, top1_acc: 0.2781, top5_acc: 0.5391, loss_cls: 3.3186, loss: 3.3186, grad_norm: 1.0794 2020-08-01 08:25:45,970 - mmaction - INFO - Epoch [22][400/940] lr: 3.934e-01, eta: 7 days, 19:51:48, time: 1.652, data_time: 0.008, memory: 9063, top1_acc: 0.2875, top5_acc: 0.5266, loss_cls: 3.3414, loss: 3.3414, grad_norm: 1.0659 2020-08-01 08:26:17,750 - mmaction - INFO - Epoch [22][420/940] lr: 3.934e-01, eta: 7 days, 19:45:23, time: 1.588, data_time: 0.010, memory: 9063, top1_acc: 0.2783, top5_acc: 0.5258, loss_cls: 3.3750, loss: 3.3750, grad_norm: 1.0687 2020-08-01 08:26:49,838 - mmaction - INFO - Epoch [22][440/940] lr: 3.934e-01, eta: 7 days, 19:39:02, time: 1.605, data_time: 0.007, memory: 9063, top1_acc: 0.2832, top5_acc: 0.5287, loss_cls: 3.3502, loss: 3.3502, grad_norm: 1.0890 2020-08-01 08:27:23,402 - mmaction - INFO - Epoch [22][460/940] lr: 3.934e-01, eta: 7 days, 19:32:58, time: 1.676, data_time: 0.008, memory: 9063, top1_acc: 0.2750, top5_acc: 0.5184, loss_cls: 3.3815, loss: 3.3815, grad_norm: 1.0864 2020-08-01 08:27:56,580 - mmaction - INFO - Epoch [22][480/940] lr: 3.934e-01, eta: 7 days, 19:26:51, time: 1.661, data_time: 0.006, memory: 9063, top1_acc: 0.2939, top5_acc: 0.5314, loss_cls: 3.3229, loss: 3.3229, grad_norm: 1.0445 2020-08-01 08:28:29,807 - mmaction - INFO - Epoch [22][500/940] lr: 3.934e-01, eta: 7 days, 19:20:45, time: 1.660, data_time: 0.005, memory: 9063, top1_acc: 0.2867, top5_acc: 0.5318, loss_cls: 3.3557, loss: 3.3557, grad_norm: 1.0593 2020-08-01 08:29:02,975 - mmaction - INFO - Epoch [22][520/940] lr: 3.934e-01, eta: 7 days, 19:14:39, time: 1.659, data_time: 0.005, memory: 9063, top1_acc: 0.2889, top5_acc: 0.5428, loss_cls: 3.3099, loss: 3.3099, grad_norm: 1.0645 2020-08-01 08:29:36,766 - mmaction - INFO - Epoch [22][540/940] lr: 3.934e-01, eta: 7 days, 19:08:40, time: 1.688, data_time: 0.010, memory: 9063, top1_acc: 0.2908, top5_acc: 0.5352, loss_cls: 3.3191, loss: 3.3191, grad_norm: 1.0726 2020-08-01 08:30:11,472 - mmaction - INFO - Epoch [22][560/940] lr: 3.934e-01, eta: 7 days, 19:02:52, time: 1.737, data_time: 0.006, memory: 9063, top1_acc: 0.2941, top5_acc: 0.5500, loss_cls: 3.2737, loss: 3.2737, grad_norm: 1.0612 2020-08-01 08:30:43,944 - mmaction - INFO - Epoch [22][580/940] lr: 3.934e-01, eta: 7 days, 18:56:40, time: 1.623, data_time: 0.002, memory: 9063, top1_acc: 0.2789, top5_acc: 0.5246, loss_cls: 3.3706, loss: 3.3706, grad_norm: 1.0825 2020-08-01 08:31:17,468 - mmaction - INFO - Epoch [22][600/940] lr: 3.934e-01, eta: 7 days, 18:50:40, time: 1.675, data_time: 0.005, memory: 9063, top1_acc: 0.2855, top5_acc: 0.5316, loss_cls: 3.3191, loss: 3.3191, grad_norm: 1.0658 2020-08-01 08:31:51,577 - mmaction - INFO - Epoch [22][620/940] lr: 3.934e-01, eta: 7 days, 18:44:48, time: 1.707, data_time: 0.005, memory: 9063, top1_acc: 0.2953, top5_acc: 0.5342, loss_cls: 3.2794, loss: 3.2794, grad_norm: 1.0559 2020-08-01 08:32:23,934 - mmaction - INFO - Epoch [22][640/940] lr: 3.934e-01, eta: 7 days, 18:38:36, time: 1.616, data_time: 0.005, memory: 9063, top1_acc: 0.2734, top5_acc: 0.5262, loss_cls: 3.3879, loss: 3.3879, grad_norm: 1.0772 2020-08-01 08:32:56,145 - mmaction - INFO - Epoch [22][660/940] lr: 3.934e-01, eta: 7 days, 18:32:24, time: 1.607, data_time: 0.005, memory: 9063, top1_acc: 0.2781, top5_acc: 0.5328, loss_cls: 3.3564, loss: 3.3564, grad_norm: 1.0694 2020-08-01 08:33:27,694 - mmaction - INFO - Epoch [22][680/940] lr: 3.934e-01, eta: 7 days, 18:26:06, time: 1.582, data_time: 0.008, memory: 9063, top1_acc: 0.2830, top5_acc: 0.5326, loss_cls: 3.3618, loss: 3.3618, grad_norm: 1.0572 2020-08-01 08:34:00,316 - mmaction - INFO - Epoch [22][700/940] lr: 3.934e-01, eta: 7 days, 18:20:00, time: 1.630, data_time: 0.006, memory: 9063, top1_acc: 0.2822, top5_acc: 0.5262, loss_cls: 3.3568, loss: 3.3568, grad_norm: 1.0686 2020-08-01 08:34:31,794 - mmaction - INFO - Epoch [22][720/940] lr: 3.934e-01, eta: 7 days, 18:13:42, time: 1.576, data_time: 0.006, memory: 9063, top1_acc: 0.2732, top5_acc: 0.5227, loss_cls: 3.3746, loss: 3.3746, grad_norm: 1.0731 2020-08-01 08:35:03,769 - mmaction - INFO - Epoch [22][740/940] lr: 3.934e-01, eta: 7 days, 18:07:30, time: 1.598, data_time: 0.009, memory: 9063, top1_acc: 0.2703, top5_acc: 0.5242, loss_cls: 3.3802, loss: 3.3802, grad_norm: 1.0651 2020-08-01 08:35:36,186 - mmaction - INFO - Epoch [22][760/940] lr: 3.934e-01, eta: 7 days, 18:01:24, time: 1.621, data_time: 0.003, memory: 9063, top1_acc: 0.2756, top5_acc: 0.5289, loss_cls: 3.3577, loss: 3.3577, grad_norm: 1.0719 2020-08-01 08:36:08,134 - mmaction - INFO - Epoch [22][780/940] lr: 3.934e-01, eta: 7 days, 17:55:13, time: 1.596, data_time: 0.005, memory: 9063, top1_acc: 0.2801, top5_acc: 0.5320, loss_cls: 3.3639, loss: 3.3639, grad_norm: 1.0588 2020-08-01 08:36:41,790 - mmaction - INFO - Epoch [22][800/940] lr: 3.934e-01, eta: 7 days, 17:49:22, time: 1.685, data_time: 0.005, memory: 9063, top1_acc: 0.2748, top5_acc: 0.5277, loss_cls: 3.3475, loss: 3.3475, grad_norm: 1.0437 2020-08-01 08:37:15,142 - mmaction - INFO - Epoch [22][820/940] lr: 3.934e-01, eta: 7 days, 17:43:26, time: 1.663, data_time: 0.004, memory: 9063, top1_acc: 0.2854, top5_acc: 0.5406, loss_cls: 3.3117, loss: 3.3117, grad_norm: 1.0510 2020-08-01 08:37:48,194 - mmaction - INFO - Epoch [22][840/940] lr: 3.934e-01, eta: 7 days, 17:37:30, time: 1.655, data_time: 0.007, memory: 9063, top1_acc: 0.2850, top5_acc: 0.5330, loss_cls: 3.3508, loss: 3.3508, grad_norm: 1.0617 2020-08-01 08:38:21,241 - mmaction - INFO - Epoch [22][860/940] lr: 3.934e-01, eta: 7 days, 17:31:33, time: 1.652, data_time: 0.007, memory: 9063, top1_acc: 0.2777, top5_acc: 0.5307, loss_cls: 3.3243, loss: 3.3243, grad_norm: 1.0644 2020-08-01 08:38:53,966 - mmaction - INFO - Epoch [22][880/940] lr: 3.934e-01, eta: 7 days, 17:25:34, time: 1.638, data_time: 0.006, memory: 9063, top1_acc: 0.2840, top5_acc: 0.5350, loss_cls: 3.3054, loss: 3.3054, grad_norm: 1.0666 2020-08-01 08:39:27,301 - mmaction - INFO - Epoch [22][900/940] lr: 3.934e-01, eta: 7 days, 17:19:41, time: 1.660, data_time: 0.005, memory: 9063, top1_acc: 0.2928, top5_acc: 0.5402, loss_cls: 3.3155, loss: 3.3155, grad_norm: 1.0748 2020-08-01 08:40:00,311 - mmaction - INFO - Epoch [22][920/940] lr: 3.934e-01, eta: 7 days, 17:13:47, time: 1.657, data_time: 0.009, memory: 9063, top1_acc: 0.2912, top5_acc: 0.5391, loss_cls: 3.3391, loss: 3.3391, grad_norm: 1.0631 2020-08-01 08:40:33,621 - mmaction - INFO - Epoch [22][940/940] lr: 3.934e-01, eta: 7 days, 17:07:56, time: 1.665, data_time: 0.008, memory: 9063, top1_acc: 0.2904, top5_acc: 0.5333, loss_cls: 3.3364, loss: 3.3364, grad_norm: 1.0689 2020-08-01 09:04:23,700 - mmaction - INFO - Epoch [23][20/940] lr: 3.928e-01, eta: 7 days, 21:09:20, time: 71.473, data_time: 69.904, memory: 9063, top1_acc: 0.2961, top5_acc: 0.5430, loss_cls: 3.2912, loss: 3.2912, grad_norm: 1.0807 2020-08-01 09:04:48,462 - mmaction - INFO - Epoch [23][40/940] lr: 3.928e-01, eta: 7 days, 21:01:45, time: 1.248, data_time: 0.020, memory: 9063, top1_acc: 0.2727, top5_acc: 0.5316, loss_cls: 3.3392, loss: 3.3392, grad_norm: 1.0783 2020-08-01 09:05:14,399 - mmaction - INFO - Epoch [23][60/940] lr: 3.928e-01, eta: 7 days, 20:54:22, time: 1.294, data_time: 0.009, memory: 9063, top1_acc: 0.2791, top5_acc: 0.5330, loss_cls: 3.3355, loss: 3.3355, grad_norm: 1.0704 2020-08-01 09:05:41,138 - mmaction - INFO - Epoch [23][80/940] lr: 3.928e-01, eta: 7 days, 20:47:08, time: 1.339, data_time: 0.007, memory: 9063, top1_acc: 0.2914, top5_acc: 0.5432, loss_cls: 3.2904, loss: 3.2904, grad_norm: 1.0594 2020-08-01 09:06:08,885 - mmaction - INFO - Epoch [23][100/940] lr: 3.928e-01, eta: 7 days, 20:40:06, time: 1.386, data_time: 0.005, memory: 9063, top1_acc: 0.2973, top5_acc: 0.5484, loss_cls: 3.2650, loss: 3.2650, grad_norm: 1.0583 2020-08-01 09:06:35,847 - mmaction - INFO - Epoch [23][120/940] lr: 3.928e-01, eta: 7 days, 20:32:56, time: 1.350, data_time: 0.005, memory: 9063, top1_acc: 0.2955, top5_acc: 0.5400, loss_cls: 3.2717, loss: 3.2717, grad_norm: 1.0551 2020-08-01 09:07:03,586 - mmaction - INFO - Epoch [23][140/940] lr: 3.928e-01, eta: 7 days, 20:25:55, time: 1.387, data_time: 0.002, memory: 9063, top1_acc: 0.2832, top5_acc: 0.5424, loss_cls: 3.3179, loss: 3.3179, grad_norm: 1.0944 2020-08-01 09:07:32,969 - mmaction - INFO - Epoch [23][160/940] lr: 3.928e-01, eta: 7 days, 20:19:12, time: 1.467, data_time: 0.008, memory: 9063, top1_acc: 0.2863, top5_acc: 0.5369, loss_cls: 3.3064, loss: 3.3064, grad_norm: 1.0742 2020-08-01 09:08:04,369 - mmaction - INFO - Epoch [23][180/940] lr: 3.928e-01, eta: 7 days, 20:12:52, time: 1.572, data_time: 0.008, memory: 9063, top1_acc: 0.2826, top5_acc: 0.5289, loss_cls: 3.3449, loss: 3.3449, grad_norm: 1.0576 2020-08-01 09:08:34,787 - mmaction - INFO - Epoch [23][200/940] lr: 3.928e-01, eta: 7 days, 20:06:21, time: 1.519, data_time: 0.005, memory: 9063, top1_acc: 0.2975, top5_acc: 0.5436, loss_cls: 3.2868, loss: 3.2868, grad_norm: 1.0765 2020-08-01 09:09:03,963 - mmaction - INFO - Epoch [23][220/940] lr: 3.928e-01, eta: 7 days, 19:59:39, time: 1.462, data_time: 0.007, memory: 9063, top1_acc: 0.2842, top5_acc: 0.5264, loss_cls: 3.3475, loss: 3.3475, grad_norm: 1.0584 2020-08-01 09:09:34,549 - mmaction - INFO - Epoch [23][240/940] lr: 3.928e-01, eta: 7 days, 19:53:11, time: 1.527, data_time: 0.004, memory: 9063, top1_acc: 0.2832, top5_acc: 0.5355, loss_cls: 3.3080, loss: 3.3080, grad_norm: 1.0707 2020-08-01 09:10:05,309 - mmaction - INFO - Epoch [23][260/940] lr: 3.928e-01, eta: 7 days, 19:46:46, time: 1.540, data_time: 0.006, memory: 9063, top1_acc: 0.2875, top5_acc: 0.5461, loss_cls: 3.2895, loss: 3.2895, grad_norm: 1.0698 2020-08-01 09:10:35,229 - mmaction - INFO - Epoch [23][280/940] lr: 3.928e-01, eta: 7 days, 19:40:13, time: 1.496, data_time: 0.002, memory: 9063, top1_acc: 0.2908, top5_acc: 0.5475, loss_cls: 3.2711, loss: 3.2711, grad_norm: 1.0739 2020-08-01 09:11:04,486 - mmaction - INFO - Epoch [23][300/940] lr: 3.928e-01, eta: 7 days, 19:33:34, time: 1.461, data_time: 0.006, memory: 9063, top1_acc: 0.2764, top5_acc: 0.5338, loss_cls: 3.3193, loss: 3.3193, grad_norm: 1.0718 2020-08-01 09:11:35,042 - mmaction - INFO - Epoch [23][320/940] lr: 3.928e-01, eta: 7 days, 19:27:08, time: 1.523, data_time: 0.007, memory: 9063, top1_acc: 0.2809, top5_acc: 0.5340, loss_cls: 3.3397, loss: 3.3397, grad_norm: 1.0531 2020-08-01 09:12:05,623 - mmaction - INFO - Epoch [23][340/940] lr: 3.928e-01, eta: 7 days, 19:20:45, time: 1.536, data_time: 0.009, memory: 9063, top1_acc: 0.2859, top5_acc: 0.5414, loss_cls: 3.3238, loss: 3.3238, grad_norm: 1.0770 2020-08-01 09:12:35,844 - mmaction - INFO - Epoch [23][360/940] lr: 3.928e-01, eta: 7 days, 19:14:18, time: 1.511, data_time: 0.005, memory: 9063, top1_acc: 0.2881, top5_acc: 0.5328, loss_cls: 3.3276, loss: 3.3276, grad_norm: 1.0688 2020-08-01 09:13:06,574 - mmaction - INFO - Epoch [23][380/940] lr: 3.928e-01, eta: 7 days, 19:07:57, time: 1.535, data_time: 0.005, memory: 9063, top1_acc: 0.2844, top5_acc: 0.5291, loss_cls: 3.3254, loss: 3.3254, grad_norm: 1.0720 2020-08-01 09:13:37,424 - mmaction - INFO - Epoch [23][400/940] lr: 3.928e-01, eta: 7 days, 19:01:38, time: 1.544, data_time: 0.005, memory: 9063, top1_acc: 0.2887, top5_acc: 0.5279, loss_cls: 3.3431, loss: 3.3431, grad_norm: 1.0633 2020-08-01 09:14:07,878 - mmaction - INFO - Epoch [23][420/940] lr: 3.928e-01, eta: 7 days, 18:55:15, time: 1.521, data_time: 0.005, memory: 9063, top1_acc: 0.2912, top5_acc: 0.5318, loss_cls: 3.3177, loss: 3.3177, grad_norm: 1.0605 2020-08-01 09:14:38,592 - mmaction - INFO - Epoch [23][440/940] lr: 3.928e-01, eta: 7 days, 18:48:56, time: 1.537, data_time: 0.007, memory: 9063, top1_acc: 0.2859, top5_acc: 0.5422, loss_cls: 3.3153, loss: 3.3153, grad_norm: 1.0529 2020-08-01 09:15:10,359 - mmaction - INFO - Epoch [23][460/940] lr: 3.928e-01, eta: 7 days, 18:42:49, time: 1.588, data_time: 0.004, memory: 9063, top1_acc: 0.2822, top5_acc: 0.5223, loss_cls: 3.3554, loss: 3.3554, grad_norm: 1.0724 2020-08-01 09:15:40,488 - mmaction - INFO - Epoch [23][480/940] lr: 3.928e-01, eta: 7 days, 18:36:25, time: 1.507, data_time: 0.003, memory: 9063, top1_acc: 0.2914, top5_acc: 0.5439, loss_cls: 3.2928, loss: 3.2928, grad_norm: 1.0509 2020-08-01 09:16:10,445 - mmaction - INFO - Epoch [23][500/940] lr: 3.928e-01, eta: 7 days, 18:29:58, time: 1.492, data_time: 0.005, memory: 9063, top1_acc: 0.2877, top5_acc: 0.5406, loss_cls: 3.3123, loss: 3.3123, grad_norm: 1.0571 2020-08-01 09:16:40,884 - mmaction - INFO - Epoch [23][520/940] lr: 3.928e-01, eta: 7 days, 18:23:40, time: 1.528, data_time: 0.008, memory: 9063, top1_acc: 0.2852, top5_acc: 0.5318, loss_cls: 3.3244, loss: 3.3244, grad_norm: 1.0760 2020-08-01 09:17:12,208 - mmaction - INFO - Epoch [23][540/940] lr: 3.928e-01, eta: 7 days, 18:17:30, time: 1.564, data_time: 0.005, memory: 9063, top1_acc: 0.2859, top5_acc: 0.5395, loss_cls: 3.3264, loss: 3.3264, grad_norm: 1.0699 2020-08-01 09:17:42,918 - mmaction - INFO - Epoch [23][560/940] lr: 3.928e-01, eta: 7 days, 18:11:15, time: 1.538, data_time: 0.007, memory: 9063, top1_acc: 0.2740, top5_acc: 0.5281, loss_cls: 3.3637, loss: 3.3637, grad_norm: 1.0619 2020-08-01 09:18:14,536 - mmaction - INFO - Epoch [23][580/940] lr: 3.928e-01, eta: 7 days, 18:05:09, time: 1.579, data_time: 0.005, memory: 9063, top1_acc: 0.2717, top5_acc: 0.5244, loss_cls: 3.3603, loss: 3.3603, grad_norm: 1.0632 2020-08-01 09:18:44,540 - mmaction - INFO - Epoch [23][600/940] lr: 3.928e-01, eta: 7 days, 17:58:49, time: 1.502, data_time: 0.005, memory: 9063, top1_acc: 0.2861, top5_acc: 0.5305, loss_cls: 3.3332, loss: 3.3332, grad_norm: 1.0941 2020-08-01 09:19:16,109 - mmaction - INFO - Epoch [23][620/940] lr: 3.928e-01, eta: 7 days, 17:52:43, time: 1.572, data_time: 0.004, memory: 9063, top1_acc: 0.2871, top5_acc: 0.5305, loss_cls: 3.3306, loss: 3.3306, grad_norm: 1.0732 2020-08-01 09:19:47,190 - mmaction - INFO - Epoch [23][640/940] lr: 3.928e-01, eta: 7 days, 17:46:35, time: 1.560, data_time: 0.009, memory: 9063, top1_acc: 0.2752, top5_acc: 0.5232, loss_cls: 3.3826, loss: 3.3826, grad_norm: 1.0441 2020-08-01 09:20:18,615 - mmaction - INFO - Epoch [23][660/940] lr: 3.928e-01, eta: 7 days, 17:40:30, time: 1.568, data_time: 0.005, memory: 9063, top1_acc: 0.2826, top5_acc: 0.5346, loss_cls: 3.3132, loss: 3.3132, grad_norm: 1.0671 2020-08-01 09:20:49,528 - mmaction - INFO - Epoch [23][680/940] lr: 3.928e-01, eta: 7 days, 17:34:21, time: 1.548, data_time: 0.007, memory: 9063, top1_acc: 0.2893, top5_acc: 0.5412, loss_cls: 3.2864, loss: 3.2864, grad_norm: 1.0548 2020-08-01 09:21:19,814 - mmaction - INFO - Epoch [23][700/940] lr: 3.928e-01, eta: 7 days, 17:28:05, time: 1.512, data_time: 0.005, memory: 9063, top1_acc: 0.2799, top5_acc: 0.5314, loss_cls: 3.3755, loss: 3.3755, grad_norm: 1.0634 2020-08-01 09:21:50,091 - mmaction - INFO - Epoch [23][720/940] lr: 3.928e-01, eta: 7 days, 17:21:51, time: 1.516, data_time: 0.008, memory: 9063, top1_acc: 0.2898, top5_acc: 0.5441, loss_cls: 3.2743, loss: 3.2743, grad_norm: 1.0583 2020-08-01 09:22:21,565 - mmaction - INFO - Epoch [23][740/940] lr: 3.928e-01, eta: 7 days, 17:15:48, time: 1.568, data_time: 0.008, memory: 9063, top1_acc: 0.2902, top5_acc: 0.5354, loss_cls: 3.3337, loss: 3.3337, grad_norm: 1.0554 2020-08-01 09:22:52,779 - mmaction - INFO - Epoch [23][760/940] lr: 3.928e-01, eta: 7 days, 17:09:45, time: 1.566, data_time: 0.009, memory: 9063, top1_acc: 0.2799, top5_acc: 0.5381, loss_cls: 3.3472, loss: 3.3472, grad_norm: 1.0515 2020-08-01 09:23:22,589 - mmaction - INFO - Epoch [23][780/940] lr: 3.928e-01, eta: 7 days, 17:03:28, time: 1.493, data_time: 0.007, memory: 9063, top1_acc: 0.2771, top5_acc: 0.5424, loss_cls: 3.3319, loss: 3.3319, grad_norm: 1.0866 2020-08-01 09:23:54,381 - mmaction - INFO - Epoch [23][800/940] lr: 3.928e-01, eta: 7 days, 16:57:31, time: 1.587, data_time: 0.008, memory: 9063, top1_acc: 0.2824, top5_acc: 0.5373, loss_cls: 3.3283, loss: 3.3283, grad_norm: 1.0764 2020-08-01 09:24:24,638 - mmaction - INFO - Epoch [23][820/940] lr: 3.928e-01, eta: 7 days, 16:51:19, time: 1.514, data_time: 0.005, memory: 9063, top1_acc: 0.3016, top5_acc: 0.5441, loss_cls: 3.2887, loss: 3.2887, grad_norm: 1.0595 2020-08-01 09:24:55,721 - mmaction - INFO - Epoch [23][840/940] lr: 3.928e-01, eta: 7 days, 16:45:16, time: 1.552, data_time: 0.006, memory: 9063, top1_acc: 0.2836, top5_acc: 0.5324, loss_cls: 3.3646, loss: 3.3646, grad_norm: 1.0539 2020-08-01 09:25:25,838 - mmaction - INFO - Epoch [23][860/940] lr: 3.928e-01, eta: 7 days, 16:39:04, time: 1.505, data_time: 0.008, memory: 9063, top1_acc: 0.2801, top5_acc: 0.5396, loss_cls: 3.3166, loss: 3.3166, grad_norm: 1.0707 2020-08-01 09:25:56,724 - mmaction - INFO - Epoch [23][880/940] lr: 3.928e-01, eta: 7 days, 16:33:01, time: 1.546, data_time: 0.007, memory: 9063, top1_acc: 0.2914, top5_acc: 0.5393, loss_cls: 3.2850, loss: 3.2850, grad_norm: 1.0654 2020-08-01 09:26:28,055 - mmaction - INFO - Epoch [23][900/940] lr: 3.928e-01, eta: 7 days, 16:27:03, time: 1.564, data_time: 0.006, memory: 9063, top1_acc: 0.2818, top5_acc: 0.5254, loss_cls: 3.3697, loss: 3.3697, grad_norm: 1.0598 2020-08-01 09:26:58,305 - mmaction - INFO - Epoch [23][920/940] lr: 3.928e-01, eta: 7 days, 16:20:54, time: 1.515, data_time: 0.008, memory: 9063, top1_acc: 0.2906, top5_acc: 0.5461, loss_cls: 3.2773, loss: 3.2773, grad_norm: 1.0645 2020-08-01 09:27:28,519 - mmaction - INFO - Epoch [23][940/940] lr: 3.928e-01, eta: 7 days, 16:14:46, time: 1.509, data_time: 0.004, memory: 9063, top1_acc: 0.2762, top5_acc: 0.5359, loss_cls: 3.3534, loss: 3.3534, grad_norm: 1.0588 2020-08-01 09:55:16,542 - mmaction - INFO - Epoch [24][20/940] lr: 3.921e-01, eta: 7 days, 20:44:48, time: 83.378, data_time: 82.142, memory: 9063, top1_acc: 0.2861, top5_acc: 0.5402, loss_cls: 3.2976, loss: 3.2976, grad_norm: 1.0971 2020-08-01 09:55:41,273 - mmaction - INFO - Epoch [24][40/940] lr: 3.921e-01, eta: 7 days, 20:37:29, time: 1.239, data_time: 0.006, memory: 9063, top1_acc: 0.2904, top5_acc: 0.5473, loss_cls: 3.3079, loss: 3.3079, grad_norm: 1.0991 2020-08-01 09:56:06,543 - mmaction - INFO - Epoch [24][60/940] lr: 3.921e-01, eta: 7 days, 20:30:16, time: 1.260, data_time: 0.008, memory: 9063, top1_acc: 0.2938, top5_acc: 0.5320, loss_cls: 3.3473, loss: 3.3473, grad_norm: 1.0697 2020-08-01 09:56:32,624 - mmaction - INFO - Epoch [24][80/940] lr: 3.921e-01, eta: 7 days, 20:23:12, time: 1.307, data_time: 0.007, memory: 9063, top1_acc: 0.2830, top5_acc: 0.5412, loss_cls: 3.3223, loss: 3.3223, grad_norm: 1.0728 2020-08-01 09:57:00,639 - mmaction - INFO - Epoch [24][100/940] lr: 3.921e-01, eta: 7 days, 20:16:26, time: 1.394, data_time: 0.007, memory: 9063, top1_acc: 0.2939, top5_acc: 0.5369, loss_cls: 3.2922, loss: 3.2922, grad_norm: 1.0720 2020-08-01 09:57:28,380 - mmaction - INFO - Epoch [24][120/940] lr: 3.921e-01, eta: 7 days, 20:09:42, time: 1.394, data_time: 0.009, memory: 9063, top1_acc: 0.2836, top5_acc: 0.5307, loss_cls: 3.3507, loss: 3.3507, grad_norm: 1.0704 2020-08-01 09:57:56,656 - mmaction - INFO - Epoch [24][140/940] lr: 3.921e-01, eta: 7 days, 20:03:01, time: 1.412, data_time: 0.005, memory: 9063, top1_acc: 0.2861, top5_acc: 0.5387, loss_cls: 3.3036, loss: 3.3036, grad_norm: 1.0770 2020-08-01 09:58:25,873 - mmaction - INFO - Epoch [24][160/940] lr: 3.921e-01, eta: 7 days, 19:56:31, time: 1.460, data_time: 0.006, memory: 9063, top1_acc: 0.2893, top5_acc: 0.5338, loss_cls: 3.2887, loss: 3.2887, grad_norm: 1.0620 2020-08-01 09:58:54,851 - mmaction - INFO - Epoch [24][180/940] lr: 3.921e-01, eta: 7 days, 19:50:00, time: 1.452, data_time: 0.006, memory: 9063, top1_acc: 0.2828, top5_acc: 0.5373, loss_cls: 3.3096, loss: 3.3096, grad_norm: 1.0681 2020-08-01 09:59:24,222 - mmaction - INFO - Epoch [24][200/940] lr: 3.921e-01, eta: 7 days, 19:43:32, time: 1.464, data_time: 0.004, memory: 9063, top1_acc: 0.2873, top5_acc: 0.5367, loss_cls: 3.3056, loss: 3.3056, grad_norm: 1.0840 2020-08-01 09:59:52,633 - mmaction - INFO - Epoch [24][220/940] lr: 3.921e-01, eta: 7 days, 19:36:57, time: 1.424, data_time: 0.007, memory: 9063, top1_acc: 0.2891, top5_acc: 0.5336, loss_cls: 3.3356, loss: 3.3356, grad_norm: 1.0527 2020-08-01 10:00:25,896 - mmaction - INFO - Epoch [24][240/940] lr: 3.921e-01, eta: 7 days, 19:31:09, time: 1.658, data_time: 0.008, memory: 9063, top1_acc: 0.2920, top5_acc: 0.5371, loss_cls: 3.2961, loss: 3.2961, grad_norm: 1.0825 2020-08-01 10:00:54,456 - mmaction - INFO - Epoch [24][260/940] lr: 3.921e-01, eta: 7 days, 19:24:37, time: 1.433, data_time: 0.013, memory: 9063, top1_acc: 0.2877, top5_acc: 0.5328, loss_cls: 3.3211, loss: 3.3211, grad_norm: 1.0564 2020-08-01 10:01:24,064 - mmaction - INFO - Epoch [24][280/940] lr: 3.921e-01, eta: 7 days, 19:18:15, time: 1.479, data_time: 0.005, memory: 9063, top1_acc: 0.2830, top5_acc: 0.5258, loss_cls: 3.3465, loss: 3.3465, grad_norm: 1.0688 2020-08-01 10:01:54,380 - mmaction - INFO - Epoch [24][300/940] lr: 3.921e-01, eta: 7 days, 19:12:01, time: 1.518, data_time: 0.007, memory: 9063, top1_acc: 0.2979, top5_acc: 0.5420, loss_cls: 3.2886, loss: 3.2886, grad_norm: 1.0742 2020-08-01 10:02:24,991 - mmaction - INFO - Epoch [24][320/940] lr: 3.921e-01, eta: 7 days, 19:05:49, time: 1.524, data_time: 0.004, memory: 9063, top1_acc: 0.2852, top5_acc: 0.5395, loss_cls: 3.3115, loss: 3.3115, grad_norm: 1.0757 2020-08-01 10:02:55,214 - mmaction - INFO - Epoch [24][340/940] lr: 3.921e-01, eta: 7 days, 18:59:36, time: 1.515, data_time: 0.009, memory: 9063, top1_acc: 0.2879, top5_acc: 0.5316, loss_cls: 3.3101, loss: 3.3101, grad_norm: 1.0733 2020-08-01 10:03:26,010 - mmaction - INFO - Epoch [24][360/940] lr: 3.921e-01, eta: 7 days, 18:53:28, time: 1.538, data_time: 0.007, memory: 9063, top1_acc: 0.2957, top5_acc: 0.5398, loss_cls: 3.2810, loss: 3.2810, grad_norm: 1.0655 2020-08-01 10:03:56,383 - mmaction - INFO - Epoch [24][380/940] lr: 3.921e-01, eta: 7 days, 18:47:16, time: 1.517, data_time: 0.009, memory: 9063, top1_acc: 0.2840, top5_acc: 0.5281, loss_cls: 3.3307, loss: 3.3307, grad_norm: 1.0666 2020-08-01 10:04:27,005 - mmaction - INFO - Epoch [24][400/940] lr: 3.921e-01, eta: 7 days, 18:41:09, time: 1.536, data_time: 0.009, memory: 9063, top1_acc: 0.2975, top5_acc: 0.5449, loss_cls: 3.2507, loss: 3.2507, grad_norm: 1.0679 2020-08-01 10:04:57,505 - mmaction - INFO - Epoch [24][420/940] lr: 3.921e-01, eta: 7 days, 18:35:00, time: 1.523, data_time: 0.006, memory: 9063, top1_acc: 0.2869, top5_acc: 0.5336, loss_cls: 3.3171, loss: 3.3171, grad_norm: 1.0868 2020-08-01 10:05:29,149 - mmaction - INFO - Epoch [24][440/940] lr: 3.921e-01, eta: 7 days, 18:29:03, time: 1.582, data_time: 0.005, memory: 9063, top1_acc: 0.2803, top5_acc: 0.5373, loss_cls: 3.3375, loss: 3.3375, grad_norm: 1.0511 2020-08-01 10:05:59,433 - mmaction - INFO - Epoch [24][460/940] lr: 3.921e-01, eta: 7 days, 18:22:53, time: 1.513, data_time: 0.007, memory: 9063, top1_acc: 0.2824, top5_acc: 0.5252, loss_cls: 3.3272, loss: 3.3272, grad_norm: 1.0905 2020-08-01 10:06:29,830 - mmaction - INFO - Epoch [24][480/940] lr: 3.921e-01, eta: 7 days, 18:16:46, time: 1.522, data_time: 0.006, memory: 9063, top1_acc: 0.2881, top5_acc: 0.5383, loss_cls: 3.2926, loss: 3.2926, grad_norm: 1.0469 2020-08-01 10:07:01,269 - mmaction - INFO - Epoch [24][500/940] lr: 3.921e-01, eta: 7 days, 18:10:48, time: 1.571, data_time: 0.005, memory: 9063, top1_acc: 0.2883, top5_acc: 0.5426, loss_cls: 3.3086, loss: 3.3086, grad_norm: 1.0999 2020-08-01 10:07:30,446 - mmaction - INFO - Epoch [24][520/940] lr: 3.921e-01, eta: 7 days, 18:04:30, time: 1.460, data_time: 0.007, memory: 9063, top1_acc: 0.2832, top5_acc: 0.5332, loss_cls: 3.3463, loss: 3.3463, grad_norm: 1.0591 2020-08-01 10:08:00,495 - mmaction - INFO - Epoch [24][540/940] lr: 3.921e-01, eta: 7 days, 17:58:20, time: 1.501, data_time: 0.008, memory: 9063, top1_acc: 0.2930, top5_acc: 0.5406, loss_cls: 3.2985, loss: 3.2985, grad_norm: 1.0611 2020-08-01 10:08:31,295 - mmaction - INFO - Epoch [24][560/940] lr: 3.921e-01, eta: 7 days, 17:52:19, time: 1.541, data_time: 0.005, memory: 9063, top1_acc: 0.2865, top5_acc: 0.5334, loss_cls: 3.2837, loss: 3.2837, grad_norm: 1.0679 2020-08-01 10:09:02,563 - mmaction - INFO - Epoch [24][580/940] lr: 3.921e-01, eta: 7 days, 17:46:22, time: 1.563, data_time: 0.008, memory: 9063, top1_acc: 0.2932, top5_acc: 0.5465, loss_cls: 3.3045, loss: 3.3045, grad_norm: 1.0695 2020-08-01 10:09:32,242 - mmaction - INFO - Epoch [24][600/940] lr: 3.921e-01, eta: 7 days, 17:40:11, time: 1.485, data_time: 0.005, memory: 9063, top1_acc: 0.2836, top5_acc: 0.5297, loss_cls: 3.3206, loss: 3.3206, grad_norm: 1.0595 2020-08-01 10:10:02,721 - mmaction - INFO - Epoch [24][620/940] lr: 3.921e-01, eta: 7 days, 17:34:08, time: 1.523, data_time: 0.008, memory: 9063, top1_acc: 0.2893, top5_acc: 0.5281, loss_cls: 3.3296, loss: 3.3296, grad_norm: 1.0637 2020-08-01 10:10:33,640 - mmaction - INFO - Epoch [24][640/940] lr: 3.921e-01, eta: 7 days, 17:28:10, time: 1.547, data_time: 0.006, memory: 9063, top1_acc: 0.2879, top5_acc: 0.5365, loss_cls: 3.3036, loss: 3.3036, grad_norm: 1.0759 2020-08-01 10:11:03,957 - mmaction - INFO - Epoch [24][660/940] lr: 3.921e-01, eta: 7 days, 17:22:06, time: 1.513, data_time: 0.009, memory: 9063, top1_acc: 0.2852, top5_acc: 0.5371, loss_cls: 3.3187, loss: 3.3187, grad_norm: 1.0668 2020-08-01 10:11:33,971 - mmaction - INFO - Epoch [24][680/940] lr: 3.921e-01, eta: 7 days, 17:16:01, time: 1.503, data_time: 0.006, memory: 9063, top1_acc: 0.2803, top5_acc: 0.5375, loss_cls: 3.3140, loss: 3.3140, grad_norm: 1.0815 2020-08-01 10:12:05,355 - mmaction - INFO - Epoch [24][700/940] lr: 3.921e-01, eta: 7 days, 17:10:09, time: 1.568, data_time: 0.005, memory: 9063, top1_acc: 0.2795, top5_acc: 0.5342, loss_cls: 3.3572, loss: 3.3572, grad_norm: 1.0599 2020-08-01 10:12:34,804 - mmaction - INFO - Epoch [24][720/940] lr: 3.921e-01, eta: 7 days, 17:03:59, time: 1.474, data_time: 0.007, memory: 9063, top1_acc: 0.2902, top5_acc: 0.5439, loss_cls: 3.2773, loss: 3.2773, grad_norm: 1.0598 2020-08-01 10:13:06,167 - mmaction - INFO - Epoch [24][740/940] lr: 3.921e-01, eta: 7 days, 16:58:08, time: 1.566, data_time: 0.005, memory: 9063, top1_acc: 0.2893, top5_acc: 0.5369, loss_cls: 3.2969, loss: 3.2969, grad_norm: 1.0542 2020-08-01 10:13:37,376 - mmaction - INFO - Epoch [24][760/940] lr: 3.921e-01, eta: 7 days, 16:52:16, time: 1.557, data_time: 0.005, memory: 9063, top1_acc: 0.2898, top5_acc: 0.5309, loss_cls: 3.3257, loss: 3.3257, grad_norm: 1.0763 2020-08-01 10:14:07,517 - mmaction - INFO - Epoch [24][780/940] lr: 3.921e-01, eta: 7 days, 16:46:15, time: 1.511, data_time: 0.010, memory: 9063, top1_acc: 0.2779, top5_acc: 0.5203, loss_cls: 3.4031, loss: 3.4031, grad_norm: 1.0684 2020-08-01 10:14:38,907 - mmaction - INFO - Epoch [24][800/940] lr: 3.921e-01, eta: 7 days, 16:40:26, time: 1.571, data_time: 0.005, memory: 9063, top1_acc: 0.2785, top5_acc: 0.5385, loss_cls: 3.3406, loss: 3.3406, grad_norm: 1.0697 2020-08-01 10:15:09,620 - mmaction - INFO - Epoch [24][820/940] lr: 3.921e-01, eta: 7 days, 16:34:32, time: 1.536, data_time: 0.002, memory: 9063, top1_acc: 0.2822, top5_acc: 0.5414, loss_cls: 3.3370, loss: 3.3370, grad_norm: 1.0732 2020-08-01 10:15:40,319 - mmaction - INFO - Epoch [24][840/940] lr: 3.921e-01, eta: 7 days, 16:28:37, time: 1.535, data_time: 0.002, memory: 9063, top1_acc: 0.2973, top5_acc: 0.5439, loss_cls: 3.2836, loss: 3.2836, grad_norm: 1.0760 2020-08-01 10:16:11,870 - mmaction - INFO - Epoch [24][860/940] lr: 3.921e-01, eta: 7 days, 16:22:52, time: 1.577, data_time: 0.008, memory: 9063, top1_acc: 0.2941, top5_acc: 0.5414, loss_cls: 3.3055, loss: 3.3055, grad_norm: 1.0809 2020-08-01 10:16:42,229 - mmaction - INFO - Epoch [24][880/940] lr: 3.921e-01, eta: 7 days, 16:16:55, time: 1.518, data_time: 0.005, memory: 9063, top1_acc: 0.2842, top5_acc: 0.5338, loss_cls: 3.3182, loss: 3.3182, grad_norm: 1.1098 2020-08-01 10:17:13,950 - mmaction - INFO - Epoch [24][900/940] lr: 3.921e-01, eta: 7 days, 16:11:12, time: 1.584, data_time: 0.005, memory: 9063, top1_acc: 0.2807, top5_acc: 0.5330, loss_cls: 3.3576, loss: 3.3576, grad_norm: 1.0810 2020-08-01 10:17:43,450 - mmaction - INFO - Epoch [24][920/940] lr: 3.921e-01, eta: 7 days, 16:05:09, time: 1.477, data_time: 0.006, memory: 9063, top1_acc: 0.2816, top5_acc: 0.5312, loss_cls: 3.3403, loss: 3.3403, grad_norm: 1.0860 2020-08-01 10:18:13,278 - mmaction - INFO - Epoch [24][940/940] lr: 3.921e-01, eta: 7 days, 15:59:09, time: 1.489, data_time: 0.007, memory: 9063, top1_acc: 0.2768, top5_acc: 0.5390, loss_cls: 3.3352, loss: 3.3352, grad_norm: 1.0562 2020-08-01 10:18:13,568 - mmaction - INFO - Saving checkpoint at 24 epochs 2020-08-01 10:32:14,910 - mmaction - INFO - Epoch [25][20/940] lr: 3.914e-01, eta: 7 days, 18:03:25, time: 41.957, data_time: 40.645, memory: 9063, top1_acc: 0.2834, top5_acc: 0.5381, loss_cls: 3.3136, loss: 3.3136, grad_norm: 1.0849 2020-08-01 10:32:39,848 - mmaction - INFO - Epoch [25][40/940] lr: 3.914e-01, eta: 7 days, 17:56:31, time: 1.246, data_time: 0.005, memory: 9063, top1_acc: 0.2824, top5_acc: 0.5436, loss_cls: 3.2957, loss: 3.2957, grad_norm: 1.0715 2020-08-01 10:33:05,942 - mmaction - INFO - Epoch [25][60/940] lr: 3.914e-01, eta: 7 days, 17:49:50, time: 1.304, data_time: 0.005, memory: 9063, top1_acc: 0.2910, top5_acc: 0.5381, loss_cls: 3.3137, loss: 3.3137, grad_norm: 1.0659 2020-08-01 10:33:32,260 - mmaction - INFO - Epoch [25][80/940] lr: 3.914e-01, eta: 7 days, 17:43:11, time: 1.318, data_time: 0.006, memory: 9063, top1_acc: 0.3004, top5_acc: 0.5469, loss_cls: 3.2590, loss: 3.2590, grad_norm: 1.0775 2020-08-01 10:34:01,239 - mmaction - INFO - Epoch [25][100/940] lr: 3.914e-01, eta: 7 days, 17:36:57, time: 1.443, data_time: 0.006, memory: 9063, top1_acc: 0.2840, top5_acc: 0.5410, loss_cls: 3.3189, loss: 3.3189, grad_norm: 1.0653 2020-08-01 10:34:28,702 - mmaction - INFO - Epoch [25][120/940] lr: 3.914e-01, eta: 7 days, 17:30:32, time: 1.380, data_time: 0.009, memory: 9063, top1_acc: 0.2920, top5_acc: 0.5385, loss_cls: 3.3068, loss: 3.3068, grad_norm: 1.0851 2020-08-01 10:34:56,645 - mmaction - INFO - Epoch [25][140/940] lr: 3.914e-01, eta: 7 days, 17:24:10, time: 1.393, data_time: 0.006, memory: 9063, top1_acc: 0.2762, top5_acc: 0.5281, loss_cls: 3.3628, loss: 3.3628, grad_norm: 1.0607 2020-08-01 10:35:25,942 - mmaction - INFO - Epoch [25][160/940] lr: 3.914e-01, eta: 7 days, 17:18:02, time: 1.466, data_time: 0.007, memory: 9063, top1_acc: 0.3035, top5_acc: 0.5537, loss_cls: 3.2345, loss: 3.2345, grad_norm: 1.0745 2020-08-01 10:35:54,678 - mmaction - INFO - Epoch [25][180/940] lr: 3.914e-01, eta: 7 days, 17:11:50, time: 1.438, data_time: 0.006, memory: 9063, top1_acc: 0.2959, top5_acc: 0.5457, loss_cls: 3.2821, loss: 3.2821, grad_norm: 1.0826 2020-08-01 10:36:24,087 - mmaction - INFO - Epoch [25][200/940] lr: 3.914e-01, eta: 7 days, 17:05:44, time: 1.468, data_time: 0.007, memory: 9063, top1_acc: 0.2996, top5_acc: 0.5414, loss_cls: 3.3040, loss: 3.3040, grad_norm: 1.0633 2020-08-01 10:36:54,810 - mmaction - INFO - Epoch [25][220/940] lr: 3.914e-01, eta: 7 days, 16:59:52, time: 1.538, data_time: 0.009, memory: 9063, top1_acc: 0.2955, top5_acc: 0.5447, loss_cls: 3.2910, loss: 3.2910, grad_norm: 1.0888 2020-08-01 10:37:24,079 - mmaction - INFO - Epoch [25][240/940] lr: 3.914e-01, eta: 7 days, 16:53:47, time: 1.462, data_time: 0.005, memory: 9063, top1_acc: 0.2922, top5_acc: 0.5430, loss_cls: 3.2928, loss: 3.2928, grad_norm: 1.0694 2020-08-01 10:37:53,573 - mmaction - INFO - Epoch [25][260/940] lr: 3.914e-01, eta: 7 days, 16:47:44, time: 1.476, data_time: 0.006, memory: 9063, top1_acc: 0.2756, top5_acc: 0.5316, loss_cls: 3.3413, loss: 3.3413, grad_norm: 1.0847 2020-08-01 10:38:23,266 - mmaction - INFO - Epoch [25][280/940] lr: 3.914e-01, eta: 7 days, 16:41:43, time: 1.481, data_time: 0.010, memory: 9063, top1_acc: 0.2963, top5_acc: 0.5504, loss_cls: 3.2456, loss: 3.2456, grad_norm: 1.0587 2020-08-01 10:38:54,303 - mmaction - INFO - Epoch [25][300/940] lr: 3.914e-01, eta: 7 days, 16:35:56, time: 1.555, data_time: 0.007, memory: 9063, top1_acc: 0.2805, top5_acc: 0.5389, loss_cls: 3.2998, loss: 3.2998, grad_norm: 1.0808 2020-08-01 10:39:24,795 - mmaction - INFO - Epoch [25][320/940] lr: 3.914e-01, eta: 7 days, 16:30:05, time: 1.523, data_time: 0.009, memory: 9063, top1_acc: 0.2984, top5_acc: 0.5508, loss_cls: 3.2687, loss: 3.2687, grad_norm: 1.0886 2020-08-01 10:39:54,842 - mmaction - INFO - Epoch [25][340/940] lr: 3.914e-01, eta: 7 days, 16:24:09, time: 1.504, data_time: 0.007, memory: 9063, top1_acc: 0.2734, top5_acc: 0.5307, loss_cls: 3.3367, loss: 3.3367, grad_norm: 1.0942 2020-08-01 10:40:24,723 - mmaction - INFO - Epoch [25][360/940] lr: 3.914e-01, eta: 7 days, 16:18:13, time: 1.493, data_time: 0.007, memory: 9063, top1_acc: 0.2945, top5_acc: 0.5484, loss_cls: 3.2543, loss: 3.2543, grad_norm: 1.0654 2020-08-01 10:40:54,436 - mmaction - INFO - Epoch [25][380/940] lr: 3.914e-01, eta: 7 days, 16:12:16, time: 1.486, data_time: 0.005, memory: 9063, top1_acc: 0.2979, top5_acc: 0.5484, loss_cls: 3.2498, loss: 3.2498, grad_norm: 1.0812 2020-08-01 10:41:25,642 - mmaction - INFO - Epoch [25][400/940] lr: 3.914e-01, eta: 7 days, 16:06:32, time: 1.556, data_time: 0.007, memory: 9063, top1_acc: 0.2832, top5_acc: 0.5389, loss_cls: 3.3099, loss: 3.3099, grad_norm: 1.0664 2020-08-01 10:41:55,883 - mmaction - INFO - Epoch [25][420/940] lr: 3.914e-01, eta: 7 days, 16:00:42, time: 1.517, data_time: 0.008, memory: 9063, top1_acc: 0.2832, top5_acc: 0.5330, loss_cls: 3.3257, loss: 3.3257, grad_norm: 1.0765 2020-08-01 10:42:26,364 - mmaction - INFO - Epoch [25][440/940] lr: 3.914e-01, eta: 7 days, 15:54:53, time: 1.521, data_time: 0.005, memory: 9063, top1_acc: 0.2943, top5_acc: 0.5406, loss_cls: 3.2754, loss: 3.2754, grad_norm: 1.0664 2020-08-01 10:42:56,681 - mmaction - INFO - Epoch [25][460/940] lr: 3.914e-01, eta: 7 days, 15:49:04, time: 1.519, data_time: 0.007, memory: 9063, top1_acc: 0.2873, top5_acc: 0.5336, loss_cls: 3.3007, loss: 3.3007, grad_norm: 1.0801 2020-08-01 10:43:27,093 - mmaction - INFO - Epoch [25][480/940] lr: 3.914e-01, eta: 7 days, 15:43:15, time: 1.518, data_time: 0.007, memory: 9063, top1_acc: 0.2873, top5_acc: 0.5316, loss_cls: 3.3389, loss: 3.3389, grad_norm: 1.0792 2020-08-01 10:43:57,145 - mmaction - INFO - Epoch [25][500/940] lr: 3.914e-01, eta: 7 days, 15:37:25, time: 1.505, data_time: 0.007, memory: 9063, top1_acc: 0.2955, top5_acc: 0.5426, loss_cls: 3.2756, loss: 3.2756, grad_norm: 1.0661 2020-08-01 10:44:27,836 - mmaction - INFO - Epoch [25][520/940] lr: 3.914e-01, eta: 7 days, 15:31:40, time: 1.531, data_time: 0.008, memory: 9063, top1_acc: 0.3096, top5_acc: 0.5516, loss_cls: 3.2026, loss: 3.2026, grad_norm: 1.0729 2020-08-01 10:44:58,737 - mmaction - INFO - Epoch [25][540/940] lr: 3.914e-01, eta: 7 days, 15:25:59, time: 1.549, data_time: 0.007, memory: 9063, top1_acc: 0.2912, top5_acc: 0.5441, loss_cls: 3.2830, loss: 3.2830, grad_norm: 1.0970 2020-08-01 10:45:29,141 - mmaction - INFO - Epoch [25][560/940] lr: 3.914e-01, eta: 7 days, 15:20:12, time: 1.515, data_time: 0.005, memory: 9063, top1_acc: 0.2795, top5_acc: 0.5318, loss_cls: 3.3247, loss: 3.3247, grad_norm: 1.0730 2020-08-01 10:45:59,098 - mmaction - INFO - Epoch [25][580/940] lr: 3.914e-01, eta: 7 days, 15:14:24, time: 1.502, data_time: 0.008, memory: 9063, top1_acc: 0.2893, top5_acc: 0.5398, loss_cls: 3.2953, loss: 3.2953, grad_norm: 1.0867 2020-08-01 10:46:29,516 - mmaction - INFO - Epoch [25][600/940] lr: 3.914e-01, eta: 7 days, 15:08:39, time: 1.520, data_time: 0.007, memory: 9063, top1_acc: 0.2957, top5_acc: 0.5309, loss_cls: 3.3472, loss: 3.3472, grad_norm: 1.0793 2020-08-01 10:47:01,659 - mmaction - INFO - Epoch [25][620/940] lr: 3.914e-01, eta: 7 days, 15:03:11, time: 1.608, data_time: 0.006, memory: 9063, top1_acc: 0.2865, top5_acc: 0.5383, loss_cls: 3.3312, loss: 3.3312, grad_norm: 1.0900 2020-08-01 10:47:31,252 - mmaction - INFO - Epoch [25][640/940] lr: 3.914e-01, eta: 7 days, 14:57:20, time: 1.479, data_time: 0.010, memory: 9063, top1_acc: 0.2875, top5_acc: 0.5361, loss_cls: 3.3425, loss: 3.3425, grad_norm: 1.0665 2020-08-01 10:48:02,411 - mmaction - INFO - Epoch [25][660/940] lr: 3.914e-01, eta: 7 days, 14:51:44, time: 1.559, data_time: 0.006, memory: 9063, top1_acc: 0.2924, top5_acc: 0.5449, loss_cls: 3.3037, loss: 3.3037, grad_norm: 1.0608 2020-08-01 10:48:33,071 - mmaction - INFO - Epoch [25][680/940] lr: 3.914e-01, eta: 7 days, 14:46:03, time: 1.532, data_time: 0.009, memory: 9063, top1_acc: 0.2973, top5_acc: 0.5502, loss_cls: 3.2694, loss: 3.2694, grad_norm: 1.0803 2020-08-01 10:49:03,316 - mmaction - INFO - Epoch [25][700/940] lr: 3.914e-01, eta: 7 days, 14:40:20, time: 1.514, data_time: 0.006, memory: 9063, top1_acc: 0.2898, top5_acc: 0.5375, loss_cls: 3.3001, loss: 3.3001, grad_norm: 1.0723 2020-08-01 10:49:34,100 - mmaction - INFO - Epoch [25][720/940] lr: 3.914e-01, eta: 7 days, 14:34:42, time: 1.539, data_time: 0.005, memory: 9063, top1_acc: 0.2854, top5_acc: 0.5328, loss_cls: 3.3319, loss: 3.3319, grad_norm: 1.0730 2020-08-01 10:50:04,975 - mmaction - INFO - Epoch [25][740/940] lr: 3.914e-01, eta: 7 days, 14:29:05, time: 1.544, data_time: 0.005, memory: 9063, top1_acc: 0.2836, top5_acc: 0.5455, loss_cls: 3.3217, loss: 3.3217, grad_norm: 1.0755 2020-08-01 10:50:35,943 - mmaction - INFO - Epoch [25][760/940] lr: 3.914e-01, eta: 7 days, 14:23:30, time: 1.548, data_time: 0.002, memory: 9063, top1_acc: 0.2912, top5_acc: 0.5387, loss_cls: 3.2898, loss: 3.2898, grad_norm: 1.0646 2020-08-01 10:51:08,147 - mmaction - INFO - Epoch [25][780/940] lr: 3.914e-01, eta: 7 days, 14:18:07, time: 1.609, data_time: 0.005, memory: 9063, top1_acc: 0.2863, top5_acc: 0.5348, loss_cls: 3.3154, loss: 3.3154, grad_norm: 1.0895 2020-08-01 10:51:38,160 - mmaction - INFO - Epoch [25][800/940] lr: 3.914e-01, eta: 7 days, 14:12:24, time: 1.501, data_time: 0.005, memory: 9063, top1_acc: 0.2848, top5_acc: 0.5422, loss_cls: 3.3076, loss: 3.3076, grad_norm: 1.0783 2020-08-01 10:52:09,934 - mmaction - INFO - Epoch [25][820/940] lr: 3.914e-01, eta: 7 days, 14:06:57, time: 1.585, data_time: 0.010, memory: 9063, top1_acc: 0.2881, top5_acc: 0.5379, loss_cls: 3.2923, loss: 3.2923, grad_norm: 1.0748 2020-08-01 10:52:40,090 - mmaction - INFO - Epoch [25][840/940] lr: 3.914e-01, eta: 7 days, 14:01:17, time: 1.513, data_time: 0.007, memory: 9063, top1_acc: 0.2883, top5_acc: 0.5459, loss_cls: 3.2949, loss: 3.2949, grad_norm: 1.0738 2020-08-01 10:53:10,801 - mmaction - INFO - Epoch [25][860/940] lr: 3.914e-01, eta: 7 days, 13:55:42, time: 1.533, data_time: 0.004, memory: 9063, top1_acc: 0.2953, top5_acc: 0.5404, loss_cls: 3.3159, loss: 3.3159, grad_norm: 1.0926 2020-08-01 10:53:41,670 - mmaction - INFO - Epoch [25][880/940] lr: 3.914e-01, eta: 7 days, 13:50:08, time: 1.542, data_time: 0.007, memory: 9063, top1_acc: 0.2854, top5_acc: 0.5336, loss_cls: 3.3149, loss: 3.3149, grad_norm: 1.0735 2020-08-01 10:54:11,902 - mmaction - INFO - Epoch [25][900/940] lr: 3.914e-01, eta: 7 days, 13:44:31, time: 1.515, data_time: 0.007, memory: 9063, top1_acc: 0.2979, top5_acc: 0.5486, loss_cls: 3.2638, loss: 3.2638, grad_norm: 1.0736 2020-08-01 10:54:43,084 - mmaction - INFO - Epoch [25][920/940] lr: 3.914e-01, eta: 7 days, 13:39:01, time: 1.556, data_time: 0.009, memory: 9063, top1_acc: 0.2896, top5_acc: 0.5348, loss_cls: 3.3035, loss: 3.3035, grad_norm: 1.0741 2020-08-01 10:55:13,087 - mmaction - INFO - Epoch [25][940/940] lr: 3.914e-01, eta: 7 days, 13:33:22, time: 1.502, data_time: 0.009, memory: 9063, top1_acc: 0.2794, top5_acc: 0.5306, loss_cls: 3.3655, loss: 3.3655, grad_norm: 1.0943 2020-08-01 11:09:58,231 - mmaction - INFO - Epoch [26][20/940] lr: 3.907e-01, eta: 7 days, 15:39:12, time: 44.231, data_time: 42.835, memory: 9063, top1_acc: 0.2902, top5_acc: 0.5486, loss_cls: 3.2776, loss: 3.2776, grad_norm: 1.1178 2020-08-01 11:10:23,188 - mmaction - INFO - Epoch [26][40/940] lr: 3.907e-01, eta: 7 days, 15:32:41, time: 1.255, data_time: 0.021, memory: 9063, top1_acc: 0.2975, top5_acc: 0.5436, loss_cls: 3.2774, loss: 3.2774, grad_norm: 1.0626 2020-08-01 11:10:49,235 - mmaction - INFO - Epoch [26][60/940] lr: 3.907e-01, eta: 7 days, 15:26:19, time: 1.299, data_time: 0.006, memory: 9063, top1_acc: 0.2781, top5_acc: 0.5355, loss_cls: 3.3512, loss: 3.3512, grad_norm: 1.0942 2020-08-01 11:11:16,148 - mmaction - INFO - Epoch [26][80/940] lr: 3.907e-01, eta: 7 days, 15:20:06, time: 1.349, data_time: 0.007, memory: 9063, top1_acc: 0.2963, top5_acc: 0.5514, loss_cls: 3.2646, loss: 3.2646, grad_norm: 1.0785 2020-08-01 11:11:44,367 - mmaction - INFO - Epoch [26][100/940] lr: 3.907e-01, eta: 7 days, 15:14:05, time: 1.410, data_time: 0.005, memory: 9063, top1_acc: 0.2951, top5_acc: 0.5398, loss_cls: 3.2743, loss: 3.2743, grad_norm: 1.0740 2020-08-01 11:12:12,095 - mmaction - INFO - Epoch [26][120/940] lr: 3.907e-01, eta: 7 days, 15:08:01, time: 1.388, data_time: 0.007, memory: 9063, top1_acc: 0.2906, top5_acc: 0.5342, loss_cls: 3.2995, loss: 3.2995, grad_norm: 1.0664 2020-08-01 11:12:41,407 - mmaction - INFO - Epoch [26][140/940] lr: 3.907e-01, eta: 7 days, 15:02:12, time: 1.465, data_time: 0.003, memory: 9063, top1_acc: 0.2971, top5_acc: 0.5484, loss_cls: 3.3001, loss: 3.3001, grad_norm: 1.0751 2020-08-01 11:13:12,108 - mmaction - INFO - Epoch [26][160/940] lr: 3.907e-01, eta: 7 days, 14:56:35, time: 1.533, data_time: 0.005, memory: 9063, top1_acc: 0.2852, top5_acc: 0.5371, loss_cls: 3.3181, loss: 3.3181, grad_norm: 1.0934 2020-08-01 11:13:40,518 - mmaction - INFO - Epoch [26][180/940] lr: 3.907e-01, eta: 7 days, 14:50:38, time: 1.420, data_time: 0.006, memory: 9063, top1_acc: 0.2893, top5_acc: 0.5564, loss_cls: 3.2192, loss: 3.2192, grad_norm: 1.0810 2020-08-01 11:14:10,141 - mmaction - INFO - Epoch [26][200/940] lr: 3.907e-01, eta: 7 days, 14:44:54, time: 1.484, data_time: 0.008, memory: 9063, top1_acc: 0.2900, top5_acc: 0.5477, loss_cls: 3.2505, loss: 3.2505, grad_norm: 1.1123 2020-08-01 11:14:39,736 - mmaction - INFO - Epoch [26][220/940] lr: 3.907e-01, eta: 7 days, 14:39:09, time: 1.479, data_time: 0.008, memory: 9063, top1_acc: 0.2891, top5_acc: 0.5449, loss_cls: 3.2936, loss: 3.2936, grad_norm: 1.0864 2020-08-01 11:15:10,493 - mmaction - INFO - Epoch [26][240/940] lr: 3.907e-01, eta: 7 days, 14:33:36, time: 1.538, data_time: 0.002, memory: 9063, top1_acc: 0.2920, top5_acc: 0.5311, loss_cls: 3.3249, loss: 3.3249, grad_norm: 1.0875 2020-08-01 11:15:40,095 - mmaction - INFO - Epoch [26][260/940] lr: 3.907e-01, eta: 7 days, 14:27:52, time: 1.480, data_time: 0.002, memory: 9063, top1_acc: 0.2971, top5_acc: 0.5416, loss_cls: 3.2788, loss: 3.2788, grad_norm: 1.0809 2020-08-01 11:16:10,511 - mmaction - INFO - Epoch [26][280/940] lr: 3.907e-01, eta: 7 days, 14:22:15, time: 1.515, data_time: 0.007, memory: 9063, top1_acc: 0.2939, top5_acc: 0.5383, loss_cls: 3.2984, loss: 3.2984, grad_norm: 1.1020 2020-08-01 11:16:40,779 - mmaction - INFO - Epoch [26][300/940] lr: 3.907e-01, eta: 7 days, 14:16:40, time: 1.519, data_time: 0.009, memory: 9063, top1_acc: 0.2898, top5_acc: 0.5447, loss_cls: 3.3080, loss: 3.3080, grad_norm: 1.0980 2020-08-01 11:17:10,881 - mmaction - INFO - Epoch [26][320/940] lr: 3.907e-01, eta: 7 days, 14:11:02, time: 1.504, data_time: 0.005, memory: 9063, top1_acc: 0.3008, top5_acc: 0.5480, loss_cls: 3.2588, loss: 3.2588, grad_norm: 1.0732 2020-08-01 11:17:41,227 - mmaction - INFO - Epoch [26][340/940] lr: 3.907e-01, eta: 7 days, 14:05:28, time: 1.519, data_time: 0.007, memory: 9063, top1_acc: 0.2855, top5_acc: 0.5426, loss_cls: 3.3198, loss: 3.3198, grad_norm: 1.1159 2020-08-01 11:18:12,295 - mmaction - INFO - Epoch [26][360/940] lr: 3.907e-01, eta: 7 days, 14:00:00, time: 1.552, data_time: 0.005, memory: 9063, top1_acc: 0.2951, top5_acc: 0.5547, loss_cls: 3.2512, loss: 3.2512, grad_norm: 1.0493 2020-08-01 11:18:42,926 - mmaction - INFO - Epoch [26][380/940] lr: 3.907e-01, eta: 7 days, 13:54:29, time: 1.532, data_time: 0.005, memory: 9063, top1_acc: 0.2955, top5_acc: 0.5414, loss_cls: 3.3065, loss: 3.3065, grad_norm: 1.0924 2020-08-01 11:19:14,475 - mmaction - INFO - Epoch [26][400/940] lr: 3.907e-01, eta: 7 days, 13:49:07, time: 1.577, data_time: 0.005, memory: 9063, top1_acc: 0.2900, top5_acc: 0.5479, loss_cls: 3.2931, loss: 3.2931, grad_norm: 1.1011 2020-08-01 11:19:45,021 - mmaction - INFO - Epoch [26][420/940] lr: 3.907e-01, eta: 7 days, 13:43:36, time: 1.527, data_time: 0.005, memory: 9063, top1_acc: 0.2939, top5_acc: 0.5379, loss_cls: 3.3177, loss: 3.3177, grad_norm: 1.0733 2020-08-01 11:20:15,534 - mmaction - INFO - Epoch [26][440/940] lr: 3.907e-01, eta: 7 days, 13:38:04, time: 1.521, data_time: 0.010, memory: 9063, top1_acc: 0.2914, top5_acc: 0.5336, loss_cls: 3.3114, loss: 3.3114, grad_norm: 1.0766 2020-08-01 11:20:46,713 - mmaction - INFO - Epoch [26][460/940] lr: 3.907e-01, eta: 7 days, 13:32:41, time: 1.564, data_time: 0.008, memory: 9063, top1_acc: 0.2895, top5_acc: 0.5291, loss_cls: 3.3433, loss: 3.3433, grad_norm: 1.0807 2020-08-01 11:21:19,261 - mmaction - INFO - Epoch [26][480/940] lr: 3.907e-01, eta: 7 days, 13:27:30, time: 1.625, data_time: 0.118, memory: 9063, top1_acc: 0.2979, top5_acc: 0.5475, loss_cls: 3.2610, loss: 3.2610, grad_norm: 1.1039 2020-08-01 11:21:49,931 - mmaction - INFO - Epoch [26][500/940] lr: 3.907e-01, eta: 7 days, 13:22:02, time: 1.536, data_time: 0.007, memory: 9063, top1_acc: 0.2881, top5_acc: 0.5387, loss_cls: 3.3134, loss: 3.3134, grad_norm: 1.0770 2020-08-01 11:22:20,599 - mmaction - INFO - Epoch [26][520/940] lr: 3.907e-01, eta: 7 days, 13:16:35, time: 1.532, data_time: 0.007, memory: 9063, top1_acc: 0.2982, top5_acc: 0.5457, loss_cls: 3.2699, loss: 3.2699, grad_norm: 1.0789 2020-08-01 11:22:52,373 - mmaction - INFO - Epoch [26][540/940] lr: 3.907e-01, eta: 7 days, 13:11:18, time: 1.590, data_time: 0.007, memory: 9063, top1_acc: 0.2945, top5_acc: 0.5543, loss_cls: 3.2546, loss: 3.2546, grad_norm: 1.1080 2020-08-01 11:23:22,741 - mmaction - INFO - Epoch [26][560/940] lr: 3.907e-01, eta: 7 days, 13:05:48, time: 1.514, data_time: 0.005, memory: 9063, top1_acc: 0.2971, top5_acc: 0.5516, loss_cls: 3.2670, loss: 3.2670, grad_norm: 1.0800 2020-08-01 11:23:53,728 - mmaction - INFO - Epoch [26][580/940] lr: 3.907e-01, eta: 7 days, 13:00:26, time: 1.554, data_time: 0.007, memory: 9063, top1_acc: 0.2881, top5_acc: 0.5418, loss_cls: 3.2981, loss: 3.2981, grad_norm: 1.0951 2020-08-01 11:24:25,609 - mmaction - INFO - Epoch [26][600/940] lr: 3.907e-01, eta: 7 days, 12:55:11, time: 1.592, data_time: 0.006, memory: 9063, top1_acc: 0.2836, top5_acc: 0.5404, loss_cls: 3.2983, loss: 3.2983, grad_norm: 1.0829 2020-08-01 11:24:58,054 - mmaction - INFO - Epoch [26][620/940] lr: 3.907e-01, eta: 7 days, 12:50:03, time: 1.624, data_time: 0.005, memory: 9063, top1_acc: 0.2840, top5_acc: 0.5363, loss_cls: 3.3149, loss: 3.3149, grad_norm: 1.0853 2020-08-01 11:25:28,867 - mmaction - INFO - Epoch [26][640/940] lr: 3.907e-01, eta: 7 days, 12:44:39, time: 1.538, data_time: 0.008, memory: 9063, top1_acc: 0.2898, top5_acc: 0.5451, loss_cls: 3.2976, loss: 3.2976, grad_norm: 1.0654 2020-08-01 11:25:59,926 - mmaction - INFO - Epoch [26][660/940] lr: 3.907e-01, eta: 7 days, 12:39:19, time: 1.556, data_time: 0.008, memory: 9063, top1_acc: 0.2920, top5_acc: 0.5432, loss_cls: 3.2898, loss: 3.2898, grad_norm: 1.0763 2020-08-01 11:26:31,267 - mmaction - INFO - Epoch [26][680/940] lr: 3.907e-01, eta: 7 days, 12:34:01, time: 1.565, data_time: 0.005, memory: 9063, top1_acc: 0.2930, top5_acc: 0.5396, loss_cls: 3.2981, loss: 3.2981, grad_norm: 1.0757 2020-08-01 11:27:03,306 - mmaction - INFO - Epoch [26][700/940] lr: 3.907e-01, eta: 7 days, 12:28:51, time: 1.603, data_time: 0.007, memory: 9063, top1_acc: 0.2834, top5_acc: 0.5357, loss_cls: 3.3072, loss: 3.3072, grad_norm: 1.0756 2020-08-01 11:27:33,883 - mmaction - INFO - Epoch [26][720/940] lr: 3.907e-01, eta: 7 days, 12:23:28, time: 1.528, data_time: 0.007, memory: 9063, top1_acc: 0.2938, top5_acc: 0.5463, loss_cls: 3.2748, loss: 3.2748, grad_norm: 1.0735 2020-08-01 11:28:06,077 - mmaction - INFO - Epoch [26][740/940] lr: 3.907e-01, eta: 7 days, 12:18:19, time: 1.611, data_time: 0.005, memory: 9063, top1_acc: 0.2914, top5_acc: 0.5424, loss_cls: 3.2949, loss: 3.2949, grad_norm: 1.0893 2020-08-01 11:28:37,333 - mmaction - INFO - Epoch [26][760/940] lr: 3.907e-01, eta: 7 days, 12:13:03, time: 1.562, data_time: 0.005, memory: 9063, top1_acc: 0.2795, top5_acc: 0.5305, loss_cls: 3.3593, loss: 3.3593, grad_norm: 1.0775 2020-08-01 11:29:08,116 - mmaction - INFO - Epoch [26][780/940] lr: 3.907e-01, eta: 7 days, 12:07:43, time: 1.540, data_time: 0.005, memory: 9063, top1_acc: 0.2918, top5_acc: 0.5398, loss_cls: 3.3060, loss: 3.3060, grad_norm: 1.0682 2020-08-01 11:29:38,828 - mmaction - INFO - Epoch [26][800/940] lr: 3.907e-01, eta: 7 days, 12:02:22, time: 1.532, data_time: 0.005, memory: 9063, top1_acc: 0.2887, top5_acc: 0.5418, loss_cls: 3.3101, loss: 3.3101, grad_norm: 1.0655 2020-08-01 11:30:10,402 - mmaction - INFO - Epoch [26][820/940] lr: 3.907e-01, eta: 7 days, 11:57:11, time: 1.582, data_time: 0.007, memory: 9063, top1_acc: 0.2947, top5_acc: 0.5342, loss_cls: 3.3286, loss: 3.3286, grad_norm: 1.0635 2020-08-01 11:30:40,507 - mmaction - INFO - Epoch [26][840/940] lr: 3.907e-01, eta: 7 days, 11:51:46, time: 1.506, data_time: 0.005, memory: 9063, top1_acc: 0.2979, top5_acc: 0.5482, loss_cls: 3.2535, loss: 3.2535, grad_norm: 1.0473 2020-08-01 11:31:12,277 - mmaction - INFO - Epoch [26][860/940] lr: 3.907e-01, eta: 7 days, 11:46:37, time: 1.587, data_time: 0.004, memory: 9063, top1_acc: 0.2965, top5_acc: 0.5531, loss_cls: 3.2463, loss: 3.2463, grad_norm: 1.0726 2020-08-01 11:31:43,867 - mmaction - INFO - Epoch [26][880/940] lr: 3.907e-01, eta: 7 days, 11:41:26, time: 1.580, data_time: 0.006, memory: 9063, top1_acc: 0.2875, top5_acc: 0.5395, loss_cls: 3.2960, loss: 3.2960, grad_norm: 1.0851 2020-08-01 11:32:16,014 - mmaction - INFO - Epoch [26][900/940] lr: 3.907e-01, eta: 7 days, 11:36:21, time: 1.606, data_time: 0.005, memory: 9063, top1_acc: 0.2973, top5_acc: 0.5383, loss_cls: 3.2851, loss: 3.2851, grad_norm: 1.0772 2020-08-01 11:32:46,711 - mmaction - INFO - Epoch [26][920/940] lr: 3.907e-01, eta: 7 days, 11:31:04, time: 1.537, data_time: 0.007, memory: 9063, top1_acc: 0.2900, top5_acc: 0.5305, loss_cls: 3.3122, loss: 3.3122, grad_norm: 1.0817 2020-08-01 11:33:18,201 - mmaction - INFO - Epoch [26][940/940] lr: 3.907e-01, eta: 7 days, 11:25:53, time: 1.573, data_time: 0.007, memory: 9063, top1_acc: 0.2912, top5_acc: 0.5457, loss_cls: 3.2526, loss: 3.2526, grad_norm: 1.0891 2020-08-01 11:57:09,390 - mmaction - INFO - Epoch [27][20/940] lr: 3.899e-01, eta: 7 days, 14:46:49, time: 71.525, data_time: 44.053, memory: 9063, top1_acc: 0.2975, top5_acc: 0.5516, loss_cls: 3.2538, loss: 3.2538, grad_norm: 1.1191 2020-08-01 11:57:34,370 - mmaction - INFO - Epoch [27][40/940] lr: 3.899e-01, eta: 7 days, 14:40:33, time: 1.263, data_time: 0.037, memory: 9063, top1_acc: 0.3027, top5_acc: 0.5520, loss_cls: 3.2230, loss: 3.2230, grad_norm: 1.0785 2020-08-01 11:58:00,184 - mmaction - INFO - Epoch [27][60/940] lr: 3.899e-01, eta: 7 days, 14:34:23, time: 1.289, data_time: 0.006, memory: 9063, top1_acc: 0.2875, top5_acc: 0.5320, loss_cls: 3.3129, loss: 3.3129, grad_norm: 1.0771 2020-08-01 11:58:26,868 - mmaction - INFO - Epoch [27][80/940] lr: 3.899e-01, eta: 7 days, 14:28:22, time: 1.336, data_time: 0.005, memory: 9063, top1_acc: 0.2932, top5_acc: 0.5416, loss_cls: 3.2839, loss: 3.2839, grad_norm: 1.0819 2020-08-01 11:58:55,172 - mmaction - INFO - Epoch [27][100/940] lr: 3.899e-01, eta: 7 days, 14:22:35, time: 1.415, data_time: 0.002, memory: 9063, top1_acc: 0.2947, top5_acc: 0.5437, loss_cls: 3.2636, loss: 3.2636, grad_norm: 1.0735 2020-08-01 11:59:24,487 - mmaction - INFO - Epoch [27][120/940] lr: 3.899e-01, eta: 7 days, 14:16:57, time: 1.465, data_time: 0.005, memory: 9063, top1_acc: 0.2918, top5_acc: 0.5410, loss_cls: 3.2710, loss: 3.2710, grad_norm: 1.0770 2020-08-01 11:59:53,226 - mmaction - INFO - Epoch [27][140/940] lr: 3.899e-01, eta: 7 days, 14:11:15, time: 1.438, data_time: 0.005, memory: 9063, top1_acc: 0.2982, top5_acc: 0.5506, loss_cls: 3.2551, loss: 3.2551, grad_norm: 1.0810 2020-08-01 12:00:25,414 - mmaction - INFO - Epoch [27][160/940] lr: 3.899e-01, eta: 7 days, 14:06:03, time: 1.601, data_time: 0.008, memory: 9063, top1_acc: 0.2938, top5_acc: 0.5471, loss_cls: 3.2934, loss: 3.2934, grad_norm: 1.0770 2020-08-01 12:00:54,692 - mmaction - INFO - Epoch [27][180/940] lr: 3.899e-01, eta: 7 days, 14:00:28, time: 1.472, data_time: 0.023, memory: 9063, top1_acc: 0.2883, top5_acc: 0.5412, loss_cls: 3.3112, loss: 3.3112, grad_norm: 1.0861 2020-08-01 12:01:25,189 - mmaction - INFO - Epoch [27][200/940] lr: 3.899e-01, eta: 7 days, 13:55:02, time: 1.523, data_time: 0.005, memory: 9063, top1_acc: 0.2941, top5_acc: 0.5459, loss_cls: 3.2811, loss: 3.2811, grad_norm: 1.0777 2020-08-01 12:01:55,712 - mmaction - INFO - Epoch [27][220/940] lr: 3.899e-01, eta: 7 days, 13:49:38, time: 1.528, data_time: 0.006, memory: 9063, top1_acc: 0.2967, top5_acc: 0.5486, loss_cls: 3.2911, loss: 3.2911, grad_norm: 1.0859 2020-08-01 12:02:26,494 - mmaction - INFO - Epoch [27][240/940] lr: 3.899e-01, eta: 7 days, 13:44:16, time: 1.533, data_time: 0.005, memory: 9063, top1_acc: 0.3033, top5_acc: 0.5475, loss_cls: 3.2485, loss: 3.2485, grad_norm: 1.0676 2020-08-01 12:02:56,887 - mmaction - INFO - Epoch [27][260/940] lr: 3.899e-01, eta: 7 days, 13:38:51, time: 1.521, data_time: 0.008, memory: 9063, top1_acc: 0.3088, top5_acc: 0.5617, loss_cls: 3.2034, loss: 3.2034, grad_norm: 1.0849 2020-08-01 12:03:28,637 - mmaction - INFO - Epoch [27][280/940] lr: 3.899e-01, eta: 7 days, 13:33:39, time: 1.588, data_time: 0.007, memory: 9063, top1_acc: 0.2871, top5_acc: 0.5422, loss_cls: 3.3026, loss: 3.3026, grad_norm: 1.1138 2020-08-01 12:03:59,520 - mmaction - INFO - Epoch [27][300/940] lr: 3.899e-01, eta: 7 days, 13:28:19, time: 1.543, data_time: 0.009, memory: 9063, top1_acc: 0.2990, top5_acc: 0.5398, loss_cls: 3.2782, loss: 3.2782, grad_norm: 1.0928 2020-08-01 12:04:30,037 - mmaction - INFO - Epoch [27][320/940] lr: 3.899e-01, eta: 7 days, 13:22:58, time: 1.531, data_time: 0.008, memory: 9063, top1_acc: 0.3027, top5_acc: 0.5500, loss_cls: 3.2595, loss: 3.2595, grad_norm: 1.0490 2020-08-01 12:05:02,009 - mmaction - INFO - Epoch [27][340/940] lr: 3.899e-01, eta: 7 days, 13:17:49, time: 1.598, data_time: 0.005, memory: 9063, top1_acc: 0.3107, top5_acc: 0.5660, loss_cls: 3.2103, loss: 3.2103, grad_norm: 1.0711 2020-08-01 12:05:33,168 - mmaction - INFO - Epoch [27][360/940] lr: 3.899e-01, eta: 7 days, 13:12:34, time: 1.559, data_time: 0.006, memory: 9063, top1_acc: 0.2855, top5_acc: 0.5344, loss_cls: 3.3105, loss: 3.3105, grad_norm: 1.0907 2020-08-01 12:06:04,221 - mmaction - INFO - Epoch [27][380/940] lr: 3.899e-01, eta: 7 days, 13:07:17, time: 1.551, data_time: 0.007, memory: 9063, top1_acc: 0.2977, top5_acc: 0.5441, loss_cls: 3.2649, loss: 3.2649, grad_norm: 1.0708 2020-08-01 12:06:36,137 - mmaction - INFO - Epoch [27][400/940] lr: 3.899e-01, eta: 7 days, 13:02:10, time: 1.597, data_time: 0.006, memory: 9063, top1_acc: 0.3039, top5_acc: 0.5623, loss_cls: 3.2091, loss: 3.2091, grad_norm: 1.0919 2020-08-01 12:07:08,417 - mmaction - INFO - Epoch [27][420/940] lr: 3.899e-01, eta: 7 days, 12:57:04, time: 1.610, data_time: 0.004, memory: 9063, top1_acc: 0.3043, top5_acc: 0.5498, loss_cls: 3.2313, loss: 3.2313, grad_norm: 1.0880 2020-08-01 12:07:39,844 - mmaction - INFO - Epoch [27][440/940] lr: 3.899e-01, eta: 7 days, 12:51:54, time: 1.575, data_time: 0.006, memory: 9063, top1_acc: 0.3020, top5_acc: 0.5535, loss_cls: 3.2343, loss: 3.2343, grad_norm: 1.0784 2020-08-01 12:08:11,303 - mmaction - INFO - Epoch [27][460/940] lr: 3.899e-01, eta: 7 days, 12:46:42, time: 1.566, data_time: 0.004, memory: 9063, top1_acc: 0.3000, top5_acc: 0.5436, loss_cls: 3.2860, loss: 3.2860, grad_norm: 1.0922 2020-08-01 12:08:42,362 - mmaction - INFO - Epoch [27][480/940] lr: 3.899e-01, eta: 7 days, 12:41:28, time: 1.554, data_time: 0.009, memory: 9063, top1_acc: 0.3014, top5_acc: 0.5520, loss_cls: 3.2707, loss: 3.2707, grad_norm: 1.0918 2020-08-01 12:09:14,365 - mmaction - INFO - Epoch [27][500/940] lr: 3.899e-01, eta: 7 days, 12:36:24, time: 1.605, data_time: 0.008, memory: 9063, top1_acc: 0.3002, top5_acc: 0.5445, loss_cls: 3.2786, loss: 3.2786, grad_norm: 1.0814 2020-08-01 12:09:47,101 - mmaction - INFO - Epoch [27][520/940] lr: 3.899e-01, eta: 7 days, 12:31:25, time: 1.630, data_time: 0.005, memory: 9063, top1_acc: 0.2896, top5_acc: 0.5426, loss_cls: 3.2991, loss: 3.2991, grad_norm: 1.0975 2020-08-01 12:10:17,675 - mmaction - INFO - Epoch [27][540/940] lr: 3.899e-01, eta: 7 days, 12:26:08, time: 1.530, data_time: 0.009, memory: 9063, top1_acc: 0.2982, top5_acc: 0.5463, loss_cls: 3.2643, loss: 3.2643, grad_norm: 1.0653 2020-08-01 12:10:49,724 - mmaction - INFO - Epoch [27][560/940] lr: 3.899e-01, eta: 7 days, 12:21:06, time: 1.607, data_time: 0.008, memory: 9063, top1_acc: 0.2951, top5_acc: 0.5514, loss_cls: 3.2496, loss: 3.2496, grad_norm: 1.0916 2020-08-01 12:11:21,287 - mmaction - INFO - Epoch [27][580/940] lr: 3.899e-01, eta: 7 days, 12:15:58, time: 1.578, data_time: 0.003, memory: 9063, top1_acc: 0.2873, top5_acc: 0.5467, loss_cls: 3.3018, loss: 3.3018, grad_norm: 1.1042 2020-08-01 12:11:53,298 - mmaction - INFO - Epoch [27][600/940] lr: 3.899e-01, eta: 7 days, 12:10:55, time: 1.599, data_time: 0.005, memory: 9063, top1_acc: 0.2918, top5_acc: 0.5303, loss_cls: 3.3089, loss: 3.3089, grad_norm: 1.0817 2020-08-01 12:12:25,594 - mmaction - INFO - Epoch [27][620/940] lr: 3.899e-01, eta: 7 days, 12:05:55, time: 1.612, data_time: 0.006, memory: 9063, top1_acc: 0.3047, top5_acc: 0.5564, loss_cls: 3.2457, loss: 3.2457, grad_norm: 1.0892 2020-08-01 12:12:56,714 - mmaction - INFO - Epoch [27][640/940] lr: 3.899e-01, eta: 7 days, 12:00:46, time: 1.559, data_time: 0.011, memory: 9063, top1_acc: 0.3051, top5_acc: 0.5463, loss_cls: 3.2348, loss: 3.2348, grad_norm: 1.0796 2020-08-01 12:13:28,703 - mmaction - INFO - Epoch [27][660/940] lr: 3.899e-01, eta: 7 days, 11:55:44, time: 1.599, data_time: 0.005, memory: 9063, top1_acc: 0.2930, top5_acc: 0.5434, loss_cls: 3.2904, loss: 3.2904, grad_norm: 1.0858 2020-08-01 12:13:59,554 - mmaction - INFO - Epoch [27][680/940] lr: 3.899e-01, eta: 7 days, 11:50:33, time: 1.545, data_time: 0.007, memory: 9063, top1_acc: 0.2854, top5_acc: 0.5477, loss_cls: 3.2835, loss: 3.2835, grad_norm: 1.0940 2020-08-01 12:14:31,704 - mmaction - INFO - Epoch [27][700/940] lr: 3.899e-01, eta: 7 days, 11:45:33, time: 1.606, data_time: 0.005, memory: 9063, top1_acc: 0.3041, top5_acc: 0.5486, loss_cls: 3.2654, loss: 3.2654, grad_norm: 1.0886 2020-08-01 12:15:02,839 - mmaction - INFO - Epoch [27][720/940] lr: 3.899e-01, eta: 7 days, 11:40:26, time: 1.559, data_time: 0.006, memory: 9063, top1_acc: 0.2803, top5_acc: 0.5223, loss_cls: 3.3635, loss: 3.3635, grad_norm: 1.1285 2020-08-01 12:15:34,805 - mmaction - INFO - Epoch [27][740/940] lr: 3.899e-01, eta: 7 days, 11:35:26, time: 1.598, data_time: 0.002, memory: 9063, top1_acc: 0.3068, top5_acc: 0.5457, loss_cls: 3.2587, loss: 3.2587, grad_norm: 1.0613 2020-08-01 12:16:07,250 - mmaction - INFO - Epoch [27][760/940] lr: 3.899e-01, eta: 7 days, 11:30:30, time: 1.621, data_time: 0.008, memory: 9063, top1_acc: 0.2947, top5_acc: 0.5520, loss_cls: 3.2401, loss: 3.2401, grad_norm: 1.0810 2020-08-01 12:16:38,161 - mmaction - INFO - Epoch [27][780/940] lr: 3.899e-01, eta: 7 days, 11:25:22, time: 1.548, data_time: 0.007, memory: 9063, top1_acc: 0.2904, top5_acc: 0.5557, loss_cls: 3.2691, loss: 3.2691, grad_norm: 1.1008 2020-08-01 12:17:09,228 - mmaction - INFO - Epoch [27][800/940] lr: 3.899e-01, eta: 7 days, 11:20:15, time: 1.553, data_time: 0.009, memory: 9063, top1_acc: 0.2943, top5_acc: 0.5473, loss_cls: 3.2751, loss: 3.2751, grad_norm: 1.0877 2020-08-01 12:17:41,129 - mmaction - INFO - Epoch [27][820/940] lr: 3.899e-01, eta: 7 days, 11:15:16, time: 1.596, data_time: 0.005, memory: 9063, top1_acc: 0.2965, top5_acc: 0.5469, loss_cls: 3.2382, loss: 3.2382, grad_norm: 1.0814 2020-08-01 12:18:12,508 - mmaction - INFO - Epoch [27][840/940] lr: 3.899e-01, eta: 7 days, 11:10:12, time: 1.565, data_time: 0.009, memory: 9063, top1_acc: 0.2826, top5_acc: 0.5303, loss_cls: 3.3596, loss: 3.3596, grad_norm: 1.0881 2020-08-01 12:18:44,249 - mmaction - INFO - Epoch [27][860/940] lr: 3.899e-01, eta: 7 days, 11:05:13, time: 1.592, data_time: 0.007, memory: 9063, top1_acc: 0.2842, top5_acc: 0.5377, loss_cls: 3.3203, loss: 3.3203, grad_norm: 1.0967 2020-08-01 12:19:15,509 - mmaction - INFO - Epoch [27][880/940] lr: 3.899e-01, eta: 7 days, 11:00:10, time: 1.562, data_time: 0.005, memory: 9063, top1_acc: 0.2920, top5_acc: 0.5328, loss_cls: 3.3081, loss: 3.3081, grad_norm: 1.0626 2020-08-01 12:19:47,606 - mmaction - INFO - Epoch [27][900/940] lr: 3.899e-01, eta: 7 days, 10:55:14, time: 1.605, data_time: 0.005, memory: 9063, top1_acc: 0.2936, top5_acc: 0.5428, loss_cls: 3.3093, loss: 3.3093, grad_norm: 1.0871 2020-08-01 12:20:19,246 - mmaction - INFO - Epoch [27][920/940] lr: 3.899e-01, eta: 7 days, 10:50:14, time: 1.577, data_time: 0.008, memory: 9063, top1_acc: 0.2951, top5_acc: 0.5498, loss_cls: 3.2887, loss: 3.2887, grad_norm: 1.0738 2020-08-01 12:20:49,811 - mmaction - INFO - Epoch [27][940/940] lr: 3.899e-01, eta: 7 days, 10:45:07, time: 1.534, data_time: 0.009, memory: 9063, top1_acc: 0.2904, top5_acc: 0.5361, loss_cls: 3.2800, loss: 3.2800, grad_norm: 1.0755 2020-08-01 12:34:51,604 - mmaction - INFO - Epoch [28][20/940] lr: 3.891e-01, eta: 7 days, 12:34:30, time: 42.067, data_time: 26.854, memory: 9063, top1_acc: 0.2975, top5_acc: 0.5342, loss_cls: 3.3049, loss: 3.3049, grad_norm: 1.0880 2020-08-01 12:35:16,722 - mmaction - INFO - Epoch [28][40/940] lr: 3.891e-01, eta: 7 days, 12:28:31, time: 1.254, data_time: 0.007, memory: 9063, top1_acc: 0.3141, top5_acc: 0.5594, loss_cls: 3.1727, loss: 3.1727, grad_norm: 1.0959 2020-08-01 12:35:43,820 - mmaction - INFO - Epoch [28][60/940] lr: 3.891e-01, eta: 7 days, 12:22:50, time: 1.359, data_time: 0.007, memory: 9063, top1_acc: 0.2920, top5_acc: 0.5459, loss_cls: 3.2676, loss: 3.2676, grad_norm: 1.0929 2020-08-01 12:36:10,523 - mmaction - INFO - Epoch [28][80/940] lr: 3.891e-01, eta: 7 days, 12:17:04, time: 1.332, data_time: 0.005, memory: 9063, top1_acc: 0.2973, top5_acc: 0.5426, loss_cls: 3.2649, loss: 3.2649, grad_norm: 1.1099 2020-08-01 13:20:05,072 - mmaction - INFO - Epoch [28][100/940] lr: 3.891e-01, eta: 7 days, 18:18:20, time: 131.721, data_time: 39.131, memory: 9063, top1_acc: 0.3012, top5_acc: 0.5473, loss_cls: 3.2636, loss: 3.2636, grad_norm: 1.0798 2020-08-01 13:20:29,755 - mmaction - INFO - Epoch [28][120/940] lr: 3.891e-01, eta: 7 days, 18:12:02, time: 1.243, data_time: 0.018, memory: 9063, top1_acc: 0.2982, top5_acc: 0.5484, loss_cls: 3.2377, loss: 3.2377, grad_norm: 1.0871 2020-08-01 13:43:48,854 - mmaction - INFO - Epoch [28][140/940] lr: 3.891e-01, eta: 7 days, 21:18:48, time: 69.955, data_time: 68.626, memory: 9063, top1_acc: 0.3066, top5_acc: 0.5447, loss_cls: 3.2622, loss: 3.2622, grad_norm: 1.1082 2020-08-01 14:33:07,121 - mmaction - INFO - Epoch [28][160/940] lr: 3.891e-01, eta: 8 days, 4:04:04, time: 147.901, data_time: 55.596, memory: 9063, top1_acc: 0.2812, top5_acc: 0.5430, loss_cls: 3.2888, loss: 3.2888, grad_norm: 1.1153 2020-08-01 15:11:49,154 - mmaction - INFO - Epoch [28][180/940] lr: 3.891e-01, eta: 8 days, 9:19:25, time: 116.104, data_time: 78.846, memory: 9063, top1_acc: 0.2861, top5_acc: 0.5422, loss_cls: 3.3026, loss: 3.3026, grad_norm: 1.0923 2020-08-01 15:12:13,665 - mmaction - INFO - Epoch [28][200/940] lr: 3.891e-01, eta: 8 days, 9:12:19, time: 1.233, data_time: 0.017, memory: 9063, top1_acc: 0.2793, top5_acc: 0.5316, loss_cls: 3.3401, loss: 3.3401, grad_norm: 1.0864 2020-08-01 15:12:38,894 - mmaction - INFO - Epoch [28][220/940] lr: 3.891e-01, eta: 8 days, 9:05:18, time: 1.263, data_time: 0.006, memory: 9063, top1_acc: 0.2938, top5_acc: 0.5377, loss_cls: 3.3022, loss: 3.3022, grad_norm: 1.0552 2020-08-01 15:13:05,626 - mmaction - INFO - Epoch [28][240/940] lr: 3.891e-01, eta: 8 days, 8:58:30, time: 1.335, data_time: 0.006, memory: 9063, top1_acc: 0.2930, top5_acc: 0.5504, loss_cls: 3.2471, loss: 3.2471, grad_norm: 1.0928 2020-08-01 15:13:33,581 - mmaction - INFO - Epoch [28][260/940] lr: 3.891e-01, eta: 8 days, 8:51:53, time: 1.400, data_time: 0.006, memory: 9063, top1_acc: 0.2850, top5_acc: 0.5350, loss_cls: 3.3380, loss: 3.3380, grad_norm: 1.0859 2020-08-01 15:14:01,450 - mmaction - INFO - Epoch [28][280/940] lr: 3.891e-01, eta: 8 days, 8:45:15, time: 1.393, data_time: 0.007, memory: 9063, top1_acc: 0.2938, top5_acc: 0.5451, loss_cls: 3.2592, loss: 3.2592, grad_norm: 1.0881 2020-08-01 15:14:30,839 - mmaction - INFO - Epoch [28][300/940] lr: 3.891e-01, eta: 8 days, 8:38:51, time: 1.470, data_time: 0.004, memory: 9063, top1_acc: 0.3010, top5_acc: 0.5377, loss_cls: 3.2854, loss: 3.2854, grad_norm: 1.1001 2020-08-01 15:15:01,019 - mmaction - INFO - Epoch [28][320/940] lr: 3.891e-01, eta: 8 days, 8:32:34, time: 1.507, data_time: 0.005, memory: 9063, top1_acc: 0.2895, top5_acc: 0.5398, loss_cls: 3.2964, loss: 3.2964, grad_norm: 1.0768 2020-08-01 15:15:31,588 - mmaction - INFO - Epoch [28][340/940] lr: 3.891e-01, eta: 8 days, 8:26:21, time: 1.531, data_time: 0.007, memory: 9063, top1_acc: 0.3014, top5_acc: 0.5623, loss_cls: 3.1994, loss: 3.1994, grad_norm: 1.1013 2020-08-01 15:16:02,787 - mmaction - INFO - Epoch [28][360/940] lr: 3.891e-01, eta: 8 days, 8:20:14, time: 1.559, data_time: 0.004, memory: 9063, top1_acc: 0.3016, top5_acc: 0.5439, loss_cls: 3.2584, loss: 3.2584, grad_norm: 1.0796 2020-08-01 15:16:33,565 - mmaction - INFO - Epoch [28][380/940] lr: 3.891e-01, eta: 8 days, 8:14:04, time: 1.540, data_time: 0.004, memory: 9063, top1_acc: 0.2980, top5_acc: 0.5420, loss_cls: 3.3046, loss: 3.3046, grad_norm: 1.0749 2020-08-01 15:17:03,782 - mmaction - INFO - Epoch [28][400/940] lr: 3.891e-01, eta: 8 days, 8:07:49, time: 1.508, data_time: 0.004, memory: 9063, top1_acc: 0.2988, top5_acc: 0.5574, loss_cls: 3.2562, loss: 3.2562, grad_norm: 1.0931 2020-08-01 15:17:34,703 - mmaction - INFO - Epoch [28][420/940] lr: 3.891e-01, eta: 8 days, 8:01:41, time: 1.548, data_time: 0.008, memory: 9063, top1_acc: 0.3104, top5_acc: 0.5545, loss_cls: 3.2362, loss: 3.2362, grad_norm: 1.0785 2020-08-01 15:18:06,581 - mmaction - INFO - Epoch [28][440/940] lr: 3.891e-01, eta: 8 days, 7:55:41, time: 1.590, data_time: 0.005, memory: 9063, top1_acc: 0.3139, top5_acc: 0.5572, loss_cls: 3.2158, loss: 3.2158, grad_norm: 1.1044 2020-08-01 15:18:38,066 - mmaction - INFO - Epoch [28][460/940] lr: 3.891e-01, eta: 8 days, 7:49:39, time: 1.578, data_time: 0.007, memory: 9063, top1_acc: 0.2953, top5_acc: 0.5449, loss_cls: 3.2927, loss: 3.2927, grad_norm: 1.0947 2020-08-01 15:19:09,358 - mmaction - INFO - Epoch [28][480/940] lr: 3.891e-01, eta: 8 days, 7:43:36, time: 1.563, data_time: 0.005, memory: 9063, top1_acc: 0.3043, top5_acc: 0.5486, loss_cls: 3.2384, loss: 3.2384, grad_norm: 1.0791 2020-08-01 15:19:40,700 - mmaction - INFO - Epoch [28][500/940] lr: 3.891e-01, eta: 8 days, 7:37:34, time: 1.569, data_time: 0.006, memory: 9063, top1_acc: 0.2994, top5_acc: 0.5539, loss_cls: 3.2460, loss: 3.2460, grad_norm: 1.0852 2020-08-01 15:20:11,942 - mmaction - INFO - Epoch [28][520/940] lr: 3.891e-01, eta: 8 days, 7:31:30, time: 1.558, data_time: 0.005, memory: 9063, top1_acc: 0.2941, top5_acc: 0.5463, loss_cls: 3.2775, loss: 3.2775, grad_norm: 1.0832 2020-08-01 15:20:43,609 - mmaction - INFO - Epoch [28][540/940] lr: 3.891e-01, eta: 8 days, 7:25:32, time: 1.585, data_time: 0.007, memory: 9063, top1_acc: 0.2869, top5_acc: 0.5338, loss_cls: 3.3020, loss: 3.3020, grad_norm: 1.0912 2020-08-01 15:21:15,622 - mmaction - INFO - Epoch [28][560/940] lr: 3.891e-01, eta: 8 days, 7:19:36, time: 1.601, data_time: 0.007, memory: 9063, top1_acc: 0.2961, top5_acc: 0.5459, loss_cls: 3.2673, loss: 3.2673, grad_norm: 1.0996 2020-08-01 16:04:24,853 - mmaction - INFO - Epoch [28][580/940] lr: 3.891e-01, eta: 8 days, 13:06:07, time: 129.453, data_time: 69.270, memory: 9063, top1_acc: 0.3035, top5_acc: 0.5500, loss_cls: 3.2585, loss: 3.2585, grad_norm: 1.0894 2020-08-01 16:04:49,842 - mmaction - INFO - Epoch [28][600/940] lr: 3.891e-01, eta: 8 days, 12:58:58, time: 1.259, data_time: 0.019, memory: 9063, top1_acc: 0.2789, top5_acc: 0.5295, loss_cls: 3.3337, loss: 3.3337, grad_norm: 1.0741 2020-08-01 16:05:15,962 - mmaction - INFO - Epoch [28][620/940] lr: 3.891e-01, eta: 8 days, 12:51:57, time: 1.305, data_time: 0.009, memory: 9063, top1_acc: 0.2957, top5_acc: 0.5502, loss_cls: 3.2397, loss: 3.2397, grad_norm: 1.0732 2020-08-01 16:05:45,398 - mmaction - INFO - Epoch [28][640/940] lr: 3.891e-01, eta: 8 days, 12:45:24, time: 1.467, data_time: 0.005, memory: 9063, top1_acc: 0.2891, top5_acc: 0.5490, loss_cls: 3.2817, loss: 3.2817, grad_norm: 1.0867 2020-08-01 16:06:16,062 - mmaction - INFO - Epoch [28][660/940] lr: 3.891e-01, eta: 8 days, 12:39:02, time: 1.536, data_time: 0.011, memory: 9063, top1_acc: 0.2859, top5_acc: 0.5387, loss_cls: 3.2895, loss: 3.2895, grad_norm: 1.1031 2020-08-01 16:06:46,721 - mmaction - INFO - Epoch [28][680/940] lr: 3.891e-01, eta: 8 days, 12:32:41, time: 1.536, data_time: 0.008, memory: 9063, top1_acc: 0.3006, top5_acc: 0.5418, loss_cls: 3.2701, loss: 3.2701, grad_norm: 1.0774 2020-08-01 16:07:17,964 - mmaction - INFO - Epoch [28][700/940] lr: 3.891e-01, eta: 8 days, 12:26:25, time: 1.561, data_time: 0.007, memory: 9063, top1_acc: 0.2988, top5_acc: 0.5533, loss_cls: 3.2374, loss: 3.2374, grad_norm: 1.0870 2020-08-01 16:07:48,957 - mmaction - INFO - Epoch [28][720/940] lr: 3.891e-01, eta: 8 days, 12:20:07, time: 1.550, data_time: 0.005, memory: 9063, top1_acc: 0.2961, top5_acc: 0.5486, loss_cls: 3.2606, loss: 3.2606, grad_norm: 1.0963 2020-08-01 16:08:21,615 - mmaction - INFO - Epoch [28][740/940] lr: 3.891e-01, eta: 8 days, 12:14:03, time: 1.627, data_time: 0.005, memory: 9063, top1_acc: 0.2852, top5_acc: 0.5361, loss_cls: 3.3083, loss: 3.3083, grad_norm: 1.0690 2020-08-01 16:08:53,803 - mmaction - INFO - Epoch [28][760/940] lr: 3.891e-01, eta: 8 days, 12:07:57, time: 1.615, data_time: 0.009, memory: 9063, top1_acc: 0.2984, top5_acc: 0.5461, loss_cls: 3.2434, loss: 3.2434, grad_norm: 1.0858 2020-08-01 16:09:26,255 - mmaction - INFO - Epoch [28][780/940] lr: 3.891e-01, eta: 8 days, 12:01:52, time: 1.621, data_time: 0.007, memory: 9063, top1_acc: 0.2910, top5_acc: 0.5348, loss_cls: 3.2928, loss: 3.2928, grad_norm: 1.0577 2020-08-01 16:09:58,556 - mmaction - INFO - Epoch [28][800/940] lr: 3.891e-01, eta: 8 days, 11:55:48, time: 1.617, data_time: 0.008, memory: 9063, top1_acc: 0.2885, top5_acc: 0.5402, loss_cls: 3.2836, loss: 3.2836, grad_norm: 1.0982 2020-08-01 16:10:32,189 - mmaction - INFO - Epoch [28][820/940] lr: 3.891e-01, eta: 8 days, 11:49:53, time: 1.677, data_time: 0.005, memory: 9063, top1_acc: 0.2953, top5_acc: 0.5441, loss_cls: 3.2855, loss: 3.2855, grad_norm: 1.0795 2020-08-01 16:11:04,936 - mmaction - INFO - Epoch [28][840/940] lr: 3.891e-01, eta: 8 days, 11:43:54, time: 1.642, data_time: 0.007, memory: 9063, top1_acc: 0.2982, top5_acc: 0.5451, loss_cls: 3.2849, loss: 3.2849, grad_norm: 1.0839 2020-08-01 16:11:38,455 - mmaction - INFO - Epoch [28][860/940] lr: 3.891e-01, eta: 8 days, 11:37:59, time: 1.670, data_time: 0.004, memory: 9063, top1_acc: 0.2996, top5_acc: 0.5461, loss_cls: 3.2788, loss: 3.2788, grad_norm: 1.0831 2020-08-01 16:12:10,914 - mmaction - INFO - Epoch [28][880/940] lr: 3.891e-01, eta: 8 days, 11:31:58, time: 1.629, data_time: 0.008, memory: 9063, top1_acc: 0.2910, top5_acc: 0.5408, loss_cls: 3.2983, loss: 3.2983, grad_norm: 1.0938 2020-08-01 16:12:44,507 - mmaction - INFO - Epoch [28][900/940] lr: 3.891e-01, eta: 8 days, 11:26:06, time: 1.678, data_time: 0.005, memory: 9063, top1_acc: 0.3072, top5_acc: 0.5602, loss_cls: 3.1995, loss: 3.1995, grad_norm: 1.0881 2020-08-01 16:13:16,760 - mmaction - INFO - Epoch [28][920/940] lr: 3.891e-01, eta: 8 days, 11:20:04, time: 1.615, data_time: 0.009, memory: 9063, top1_acc: 0.3006, top5_acc: 0.5557, loss_cls: 3.2296, loss: 3.2296, grad_norm: 1.1159 2020-08-01 16:13:49,164 - mmaction - INFO - Epoch [28][940/940] lr: 3.891e-01, eta: 8 days, 11:14:03, time: 1.618, data_time: 0.005, memory: 9063, top1_acc: 0.2912, top5_acc: 0.5388, loss_cls: 3.3144, loss: 3.3144, grad_norm: 1.0877 2020-08-01 16:13:49,536 - mmaction - INFO - Saving checkpoint at 28 epochs 2020-08-01 16:28:00,948 - mmaction - INFO - Epoch [29][20/940] lr: 3.883e-01, eta: 8 days, 12:58:43, time: 42.428, data_time: 27.859, memory: 9063, top1_acc: 0.3020, top5_acc: 0.5570, loss_cls: 3.1806, loss: 3.1806, grad_norm: 1.0842 2020-08-01 16:28:26,204 - mmaction - INFO - Epoch [29][40/940] lr: 3.883e-01, eta: 8 days, 12:51:40, time: 1.265, data_time: 0.006, memory: 9063, top1_acc: 0.3070, top5_acc: 0.5533, loss_cls: 3.2286, loss: 3.2286, grad_norm: 1.0709 2020-08-01 16:28:54,361 - mmaction - INFO - Epoch [29][60/940] lr: 3.883e-01, eta: 8 days, 12:45:01, time: 1.405, data_time: 0.007, memory: 9063, top1_acc: 0.3023, top5_acc: 0.5590, loss_cls: 3.1818, loss: 3.1818, grad_norm: 1.0935 2020-08-01 16:29:22,792 - mmaction - INFO - Epoch [29][80/940] lr: 3.883e-01, eta: 8 days, 12:38:24, time: 1.423, data_time: 0.006, memory: 9063, top1_acc: 0.2963, top5_acc: 0.5512, loss_cls: 3.2655, loss: 3.2655, grad_norm: 1.1014 2020-08-01 16:29:53,423 - mmaction - INFO - Epoch [29][100/940] lr: 3.883e-01, eta: 8 days, 12:32:06, time: 1.530, data_time: 0.006, memory: 9063, top1_acc: 0.2898, top5_acc: 0.5459, loss_cls: 3.2697, loss: 3.2697, grad_norm: 1.0949 2020-08-01 16:30:24,941 - mmaction - INFO - Epoch [29][120/940] lr: 3.883e-01, eta: 8 days, 12:25:56, time: 1.578, data_time: 0.006, memory: 9063, top1_acc: 0.2971, top5_acc: 0.5508, loss_cls: 3.2495, loss: 3.2495, grad_norm: 1.0913 2020-08-01 16:30:56,234 - mmaction - INFO - Epoch [29][140/940] lr: 3.883e-01, eta: 8 days, 12:19:44, time: 1.563, data_time: 0.009, memory: 9063, top1_acc: 0.2965, top5_acc: 0.5512, loss_cls: 3.2382, loss: 3.2382, grad_norm: 1.0837 2020-08-01 16:31:28,077 - mmaction - INFO - Epoch [29][160/940] lr: 3.883e-01, eta: 8 days, 12:13:37, time: 1.590, data_time: 0.006, memory: 9063, top1_acc: 0.2949, top5_acc: 0.5418, loss_cls: 3.2599, loss: 3.2599, grad_norm: 1.0943 2020-08-01 16:32:01,692 - mmaction - INFO - Epoch [29][180/940] lr: 3.883e-01, eta: 8 days, 12:07:45, time: 1.680, data_time: 0.007, memory: 9063, top1_acc: 0.2955, top5_acc: 0.5518, loss_cls: 3.2592, loss: 3.2592, grad_norm: 1.0908 2020-08-01 16:32:33,252 - mmaction - INFO - Epoch [29][200/940] lr: 3.883e-01, eta: 8 days, 12:01:38, time: 1.582, data_time: 0.008, memory: 9063, top1_acc: 0.3020, top5_acc: 0.5494, loss_cls: 3.2425, loss: 3.2425, grad_norm: 1.0880 2020-08-01 16:33:06,617 - mmaction - INFO - Epoch [29][220/940] lr: 3.883e-01, eta: 8 days, 11:55:45, time: 1.667, data_time: 0.009, memory: 9063, top1_acc: 0.2992, top5_acc: 0.5391, loss_cls: 3.3066, loss: 3.3066, grad_norm: 1.1190 2020-08-01 16:33:38,743 - mmaction - INFO - Epoch [29][240/940] lr: 3.883e-01, eta: 8 days, 11:49:43, time: 1.608, data_time: 0.004, memory: 9063, top1_acc: 0.2783, top5_acc: 0.5285, loss_cls: 3.3374, loss: 3.3374, grad_norm: 1.0792 2020-08-01 16:34:11,450 - mmaction - INFO - Epoch [29][260/940] lr: 3.883e-01, eta: 8 days, 11:43:45, time: 1.633, data_time: 0.005, memory: 9063, top1_acc: 0.3000, top5_acc: 0.5455, loss_cls: 3.2990, loss: 3.2990, grad_norm: 1.0851 2020-08-01 16:34:44,549 - mmaction - INFO - Epoch [29][280/940] lr: 3.883e-01, eta: 8 days, 11:37:52, time: 1.656, data_time: 0.007, memory: 9063, top1_acc: 0.2973, top5_acc: 0.5477, loss_cls: 3.2781, loss: 3.2781, grad_norm: 1.0882 2020-08-01 16:35:17,421 - mmaction - INFO - Epoch [29][300/940] lr: 3.883e-01, eta: 8 days, 11:31:57, time: 1.644, data_time: 0.005, memory: 9063, top1_acc: 0.2795, top5_acc: 0.5271, loss_cls: 3.3612, loss: 3.3612, grad_norm: 1.0902 2020-08-01 16:35:50,496 - mmaction - INFO - Epoch [29][320/940] lr: 3.883e-01, eta: 8 days, 11:26:04, time: 1.655, data_time: 0.005, memory: 9063, top1_acc: 0.2918, top5_acc: 0.5473, loss_cls: 3.2719, loss: 3.2719, grad_norm: 1.0782 2020-08-01 16:36:23,947 - mmaction - INFO - Epoch [29][340/940] lr: 3.883e-01, eta: 8 days, 11:20:15, time: 1.672, data_time: 0.005, memory: 9063, top1_acc: 0.2957, top5_acc: 0.5500, loss_cls: 3.2426, loss: 3.2426, grad_norm: 1.0812 2020-08-01 16:36:56,288 - mmaction - INFO - Epoch [29][360/940] lr: 3.883e-01, eta: 8 days, 11:14:17, time: 1.618, data_time: 0.005, memory: 9063, top1_acc: 0.2992, top5_acc: 0.5547, loss_cls: 3.2493, loss: 3.2493, grad_norm: 1.0975 2020-08-01 16:37:29,498 - mmaction - INFO - Epoch [29][380/940] lr: 3.883e-01, eta: 8 days, 11:08:26, time: 1.659, data_time: 0.005, memory: 9063, top1_acc: 0.2928, top5_acc: 0.5461, loss_cls: 3.2761, loss: 3.2761, grad_norm: 1.0962 2020-08-01 16:38:02,285 - mmaction - INFO - Epoch [29][400/940] lr: 3.883e-01, eta: 8 days, 11:02:33, time: 1.642, data_time: 0.007, memory: 9063, top1_acc: 0.3014, top5_acc: 0.5492, loss_cls: 3.2251, loss: 3.2251, grad_norm: 1.0798 2020-08-01 16:38:35,672 - mmaction - INFO - Epoch [29][420/940] lr: 3.883e-01, eta: 8 days, 10:56:45, time: 1.668, data_time: 0.008, memory: 9063, top1_acc: 0.2869, top5_acc: 0.5473, loss_cls: 3.2668, loss: 3.2668, grad_norm: 1.0966 2020-08-01 16:39:09,328 - mmaction - INFO - Epoch [29][440/940] lr: 3.883e-01, eta: 8 days, 10:51:00, time: 1.685, data_time: 0.006, memory: 9063, top1_acc: 0.3016, top5_acc: 0.5602, loss_cls: 3.2033, loss: 3.2033, grad_norm: 1.0803 2020-08-01 16:39:42,965 - mmaction - INFO - Epoch [29][460/940] lr: 3.883e-01, eta: 8 days, 10:45:14, time: 1.677, data_time: 0.004, memory: 9063, top1_acc: 0.2953, top5_acc: 0.5447, loss_cls: 3.2762, loss: 3.2762, grad_norm: 1.0993 2020-08-01 16:40:16,118 - mmaction - INFO - Epoch [29][480/940] lr: 3.883e-01, eta: 8 days, 10:39:26, time: 1.659, data_time: 0.007, memory: 9063, top1_acc: 0.3105, top5_acc: 0.5588, loss_cls: 3.2491, loss: 3.2491, grad_norm: 1.0820 2020-08-01 16:40:50,524 - mmaction - INFO - Epoch [29][500/940] lr: 3.883e-01, eta: 8 days, 10:33:49, time: 1.723, data_time: 0.006, memory: 9063, top1_acc: 0.2936, top5_acc: 0.5465, loss_cls: 3.2801, loss: 3.2801, grad_norm: 1.0959 2020-08-01 16:41:23,840 - mmaction - INFO - Epoch [29][520/940] lr: 3.883e-01, eta: 8 days, 10:28:02, time: 1.664, data_time: 0.009, memory: 9063, top1_acc: 0.2883, top5_acc: 0.5398, loss_cls: 3.2814, loss: 3.2814, grad_norm: 1.0996 2020-08-01 16:41:57,409 - mmaction - INFO - Epoch [29][540/940] lr: 3.883e-01, eta: 8 days, 10:22:19, time: 1.677, data_time: 0.005, memory: 9063, top1_acc: 0.2965, top5_acc: 0.5525, loss_cls: 3.2493, loss: 3.2493, grad_norm: 1.1019 2020-08-01 16:42:30,269 - mmaction - INFO - Epoch [29][560/940] lr: 3.883e-01, eta: 8 days, 10:16:30, time: 1.646, data_time: 0.005, memory: 9063, top1_acc: 0.2988, top5_acc: 0.5441, loss_cls: 3.2603, loss: 3.2603, grad_norm: 1.0666 2020-08-01 16:43:03,335 - mmaction - INFO - Epoch [29][580/940] lr: 3.883e-01, eta: 8 days, 10:10:43, time: 1.651, data_time: 0.007, memory: 9063, top1_acc: 0.2969, top5_acc: 0.5523, loss_cls: 3.2549, loss: 3.2549, grad_norm: 1.0783 2020-08-01 16:43:36,378 - mmaction - INFO - Epoch [29][600/940] lr: 3.883e-01, eta: 8 days, 10:04:56, time: 1.651, data_time: 0.006, memory: 9063, top1_acc: 0.3020, top5_acc: 0.5555, loss_cls: 3.2337, loss: 3.2337, grad_norm: 1.0938 2020-08-01 16:44:10,475 - mmaction - INFO - Epoch [29][620/940] lr: 3.883e-01, eta: 8 days, 9:59:19, time: 1.706, data_time: 0.008, memory: 9063, top1_acc: 0.3063, top5_acc: 0.5545, loss_cls: 3.2451, loss: 3.2451, grad_norm: 1.0940 2020-08-01 16:44:44,000 - mmaction - INFO - Epoch [29][640/940] lr: 3.883e-01, eta: 8 days, 9:53:37, time: 1.676, data_time: 0.007, memory: 9063, top1_acc: 0.3027, top5_acc: 0.5428, loss_cls: 3.2601, loss: 3.2601, grad_norm: 1.0889 2020-08-01 16:45:17,985 - mmaction - INFO - Epoch [29][660/940] lr: 3.883e-01, eta: 8 days, 9:48:00, time: 1.700, data_time: 0.006, memory: 9063, top1_acc: 0.2977, top5_acc: 0.5346, loss_cls: 3.2818, loss: 3.2818, grad_norm: 1.0584 2020-08-01 16:45:50,743 - mmaction - INFO - Epoch [29][680/940] lr: 3.883e-01, eta: 8 days, 9:42:13, time: 1.640, data_time: 0.006, memory: 9063, top1_acc: 0.3043, top5_acc: 0.5500, loss_cls: 3.2868, loss: 3.2868, grad_norm: 1.0776 2020-08-01 16:46:23,775 - mmaction - INFO - Epoch [29][700/940] lr: 3.883e-01, eta: 8 days, 9:36:29, time: 1.651, data_time: 0.007, memory: 9063, top1_acc: 0.2941, top5_acc: 0.5469, loss_cls: 3.2712, loss: 3.2712, grad_norm: 1.0976 2020-08-01 16:46:57,577 - mmaction - INFO - Epoch [29][720/940] lr: 3.883e-01, eta: 8 days, 9:30:51, time: 1.690, data_time: 0.005, memory: 9063, top1_acc: 0.2953, top5_acc: 0.5576, loss_cls: 3.2273, loss: 3.2273, grad_norm: 1.0950 2020-08-01 16:47:30,371 - mmaction - INFO - Epoch [29][740/940] lr: 3.883e-01, eta: 8 days, 9:25:06, time: 1.641, data_time: 0.007, memory: 9063, top1_acc: 0.2938, top5_acc: 0.5541, loss_cls: 3.2761, loss: 3.2761, grad_norm: 1.0898 2020-08-01 16:48:03,894 - mmaction - INFO - Epoch [29][760/940] lr: 3.883e-01, eta: 8 days, 9:19:27, time: 1.675, data_time: 0.002, memory: 9063, top1_acc: 0.2975, top5_acc: 0.5514, loss_cls: 3.2519, loss: 3.2519, grad_norm: 1.0843 2020-08-01 16:48:37,335 - mmaction - INFO - Epoch [29][780/940] lr: 3.883e-01, eta: 8 days, 9:13:47, time: 1.671, data_time: 0.005, memory: 9063, top1_acc: 0.3039, top5_acc: 0.5521, loss_cls: 3.2421, loss: 3.2421, grad_norm: 1.0920 2020-08-01 16:49:11,289 - mmaction - INFO - Epoch [29][800/940] lr: 3.883e-01, eta: 8 days, 9:08:13, time: 1.699, data_time: 0.005, memory: 9063, top1_acc: 0.2898, top5_acc: 0.5426, loss_cls: 3.2913, loss: 3.2913, grad_norm: 1.0881 2020-08-01 16:49:44,909 - mmaction - INFO - Epoch [29][820/940] lr: 3.883e-01, eta: 8 days, 9:02:36, time: 1.679, data_time: 0.006, memory: 9063, top1_acc: 0.2807, top5_acc: 0.5324, loss_cls: 3.3322, loss: 3.3322, grad_norm: 1.0830 2020-08-01 16:50:17,907 - mmaction - INFO - Epoch [29][840/940] lr: 3.883e-01, eta: 8 days, 8:56:54, time: 1.651, data_time: 0.006, memory: 9063, top1_acc: 0.2971, top5_acc: 0.5496, loss_cls: 3.2422, loss: 3.2422, grad_norm: 1.0786 2020-08-01 16:50:51,220 - mmaction - INFO - Epoch [29][860/940] lr: 3.883e-01, eta: 8 days, 8:51:16, time: 1.668, data_time: 0.005, memory: 9063, top1_acc: 0.2867, top5_acc: 0.5350, loss_cls: 3.2932, loss: 3.2932, grad_norm: 1.0792 2020-08-01 16:51:24,505 - mmaction - INFO - Epoch [29][880/940] lr: 3.883e-01, eta: 8 days, 8:45:38, time: 1.662, data_time: 0.004, memory: 9063, top1_acc: 0.2988, top5_acc: 0.5633, loss_cls: 3.2190, loss: 3.2190, grad_norm: 1.0984 2020-08-01 16:51:56,962 - mmaction - INFO - Epoch [29][900/940] lr: 3.883e-01, eta: 8 days, 8:39:54, time: 1.625, data_time: 0.007, memory: 9063, top1_acc: 0.2928, top5_acc: 0.5451, loss_cls: 3.2785, loss: 3.2785, grad_norm: 1.0992 2020-08-01 16:52:30,104 - mmaction - INFO - Epoch [29][920/940] lr: 3.883e-01, eta: 8 days, 8:34:15, time: 1.657, data_time: 0.005, memory: 9063, top1_acc: 0.2939, top5_acc: 0.5555, loss_cls: 3.2331, loss: 3.2331, grad_norm: 1.0812 2020-08-01 16:53:03,344 - mmaction - INFO - Epoch [29][940/940] lr: 3.883e-01, eta: 8 days, 8:28:38, time: 1.659, data_time: 0.004, memory: 9063, top1_acc: 0.2877, top5_acc: 0.5507, loss_cls: 3.2793, loss: 3.2793, grad_norm: 1.0792 2020-08-01 17:14:28,458 - mmaction - INFO - Epoch [30][20/940] lr: 3.875e-01, eta: 8 days, 11:06:08, time: 64.232, data_time: 61.997, memory: 9063, top1_acc: 0.2963, top5_acc: 0.5432, loss_cls: 3.2709, loss: 3.2709, grad_norm: 1.0912 2020-08-01 17:14:54,098 - mmaction - INFO - Epoch [30][40/940] lr: 3.875e-01, eta: 8 days, 10:59:26, time: 1.294, data_time: 0.036, memory: 9063, top1_acc: 0.2996, top5_acc: 0.5426, loss_cls: 3.2694, loss: 3.2694, grad_norm: 1.0996 2020-08-01 17:15:22,019 - mmaction - INFO - Epoch [30][60/940] lr: 3.875e-01, eta: 8 days, 10:53:01, time: 1.394, data_time: 0.005, memory: 9063, top1_acc: 0.3006, top5_acc: 0.5551, loss_cls: 3.2662, loss: 3.2662, grad_norm: 1.0856 2020-08-01 17:15:52,001 - mmaction - INFO - Epoch [30][80/940] lr: 3.875e-01, eta: 8 days, 10:46:52, time: 1.502, data_time: 0.006, memory: 9063, top1_acc: 0.3119, top5_acc: 0.5525, loss_cls: 3.2341, loss: 3.2341, grad_norm: 1.0907 2020-08-01 17:16:22,518 - mmaction - INFO - Epoch [30][100/940] lr: 3.875e-01, eta: 8 days, 10:40:48, time: 1.524, data_time: 0.005, memory: 9063, top1_acc: 0.3037, top5_acc: 0.5545, loss_cls: 3.2479, loss: 3.2479, grad_norm: 1.0765 2020-08-01 17:16:53,919 - mmaction - INFO - Epoch [30][120/940] lr: 3.875e-01, eta: 8 days, 10:34:51, time: 1.572, data_time: 0.006, memory: 9063, top1_acc: 0.3105, top5_acc: 0.5602, loss_cls: 3.2053, loss: 3.2053, grad_norm: 1.0854 2020-08-01 17:17:25,145 - mmaction - INFO - Epoch [30][140/940] lr: 3.875e-01, eta: 8 days, 10:28:53, time: 1.560, data_time: 0.007, memory: 9063, top1_acc: 0.2941, top5_acc: 0.5576, loss_cls: 3.2595, loss: 3.2595, grad_norm: 1.0855 2020-08-01 17:17:57,157 - mmaction - INFO - Epoch [30][160/940] lr: 3.875e-01, eta: 8 days, 10:23:02, time: 1.600, data_time: 0.005, memory: 9063, top1_acc: 0.3123, top5_acc: 0.5660, loss_cls: 3.1833, loss: 3.1833, grad_norm: 1.0894 2020-08-01 17:18:28,689 - mmaction - INFO - Epoch [30][180/940] lr: 3.875e-01, eta: 8 days, 10:17:08, time: 1.579, data_time: 0.006, memory: 9063, top1_acc: 0.2961, top5_acc: 0.5498, loss_cls: 3.2572, loss: 3.2572, grad_norm: 1.1010 2020-08-01 17:19:00,949 - mmaction - INFO - Epoch [30][200/940] lr: 3.875e-01, eta: 8 days, 10:11:20, time: 1.610, data_time: 0.004, memory: 9063, top1_acc: 0.3166, top5_acc: 0.5691, loss_cls: 3.1621, loss: 3.1621, grad_norm: 1.1045 2020-08-01 17:19:33,735 - mmaction - INFO - Epoch [30][220/940] lr: 3.875e-01, eta: 8 days, 10:05:36, time: 1.641, data_time: 0.007, memory: 9063, top1_acc: 0.2914, top5_acc: 0.5395, loss_cls: 3.2739, loss: 3.2739, grad_norm: 1.1274 2020-08-01 17:20:07,956 - mmaction - INFO - Epoch [30][240/940] lr: 3.875e-01, eta: 8 days, 10:00:04, time: 1.711, data_time: 0.006, memory: 9063, top1_acc: 0.2941, top5_acc: 0.5391, loss_cls: 3.2986, loss: 3.2986, grad_norm: 1.0872 2020-08-01 17:20:40,300 - mmaction - INFO - Epoch [30][260/940] lr: 3.875e-01, eta: 8 days, 9:54:18, time: 1.617, data_time: 0.002, memory: 9063, top1_acc: 0.3088, top5_acc: 0.5613, loss_cls: 3.2032, loss: 3.2032, grad_norm: 1.0687 2020-08-01 17:21:12,915 - mmaction - INFO - Epoch [30][280/940] lr: 3.875e-01, eta: 8 days, 9:48:33, time: 1.626, data_time: 0.005, memory: 9063, top1_acc: 0.3131, top5_acc: 0.5521, loss_cls: 3.1984, loss: 3.1984, grad_norm: 1.0858 2020-08-01 17:21:46,957 - mmaction - INFO - Epoch [30][300/940] lr: 3.875e-01, eta: 8 days, 9:43:02, time: 1.706, data_time: 0.008, memory: 9063, top1_acc: 0.2977, top5_acc: 0.5469, loss_cls: 3.2446, loss: 3.2446, grad_norm: 1.0876 2020-08-01 17:22:20,285 - mmaction - INFO - Epoch [30][320/940] lr: 3.875e-01, eta: 8 days, 9:37:24, time: 1.662, data_time: 0.006, memory: 9063, top1_acc: 0.2920, top5_acc: 0.5344, loss_cls: 3.2708, loss: 3.2708, grad_norm: 1.1025 2020-08-01 17:22:52,906 - mmaction - INFO - Epoch [30][340/940] lr: 3.875e-01, eta: 8 days, 9:31:43, time: 1.637, data_time: 0.008, memory: 9063, top1_acc: 0.3004, top5_acc: 0.5566, loss_cls: 3.2143, loss: 3.2143, grad_norm: 1.1057 2020-08-01 17:23:26,088 - mmaction - INFO - Epoch [30][360/940] lr: 3.875e-01, eta: 8 days, 9:26:05, time: 1.659, data_time: 0.003, memory: 9063, top1_acc: 0.2980, top5_acc: 0.5566, loss_cls: 3.2139, loss: 3.2139, grad_norm: 1.0853 2020-08-01 17:23:59,552 - mmaction - INFO - Epoch [30][380/940] lr: 3.875e-01, eta: 8 days, 9:20:30, time: 1.672, data_time: 0.005, memory: 9063, top1_acc: 0.3000, top5_acc: 0.5520, loss_cls: 3.2514, loss: 3.2514, grad_norm: 1.1010 2020-08-01 17:24:32,455 - mmaction - INFO - Epoch [30][400/940] lr: 3.875e-01, eta: 8 days, 9:14:51, time: 1.643, data_time: 0.005, memory: 9063, top1_acc: 0.2998, top5_acc: 0.5512, loss_cls: 3.2562, loss: 3.2562, grad_norm: 1.0864 2020-08-01 17:25:05,459 - mmaction - INFO - Epoch [30][420/940] lr: 3.875e-01, eta: 8 days, 9:09:14, time: 1.653, data_time: 0.007, memory: 9063, top1_acc: 0.2850, top5_acc: 0.5387, loss_cls: 3.2903, loss: 3.2903, grad_norm: 1.1115 2020-08-01 17:25:39,487 - mmaction - INFO - Epoch [30][440/940] lr: 3.875e-01, eta: 8 days, 9:03:45, time: 1.701, data_time: 0.002, memory: 9063, top1_acc: 0.3004, top5_acc: 0.5463, loss_cls: 3.2440, loss: 3.2440, grad_norm: 1.0948 2020-08-01 17:26:12,696 - mmaction - INFO - Epoch [30][460/940] lr: 3.875e-01, eta: 8 days, 8:58:09, time: 1.659, data_time: 0.005, memory: 9063, top1_acc: 0.2963, top5_acc: 0.5572, loss_cls: 3.2216, loss: 3.2216, grad_norm: 1.1255 2020-08-01 17:26:46,631 - mmaction - INFO - Epoch [30][480/940] lr: 3.875e-01, eta: 8 days, 8:52:40, time: 1.698, data_time: 0.005, memory: 9063, top1_acc: 0.2959, top5_acc: 0.5406, loss_cls: 3.2785, loss: 3.2785, grad_norm: 1.0973 2020-08-01 17:27:19,920 - mmaction - INFO - Epoch [30][500/940] lr: 3.875e-01, eta: 8 days, 8:47:07, time: 1.663, data_time: 0.006, memory: 9063, top1_acc: 0.2869, top5_acc: 0.5400, loss_cls: 3.2997, loss: 3.2997, grad_norm: 1.1073 2020-08-01 17:27:52,806 - mmaction - INFO - Epoch [30][520/940] lr: 3.875e-01, eta: 8 days, 8:41:31, time: 1.646, data_time: 0.005, memory: 9063, top1_acc: 0.2932, top5_acc: 0.5518, loss_cls: 3.2386, loss: 3.2386, grad_norm: 1.0870 2020-08-01 17:28:26,003 - mmaction - INFO - Epoch [30][540/940] lr: 3.875e-01, eta: 8 days, 8:35:56, time: 1.655, data_time: 0.004, memory: 9063, top1_acc: 0.2953, top5_acc: 0.5441, loss_cls: 3.2680, loss: 3.2680, grad_norm: 1.1079 2020-08-01 17:28:58,977 - mmaction - INFO - Epoch [30][560/940] lr: 3.875e-01, eta: 8 days, 8:30:22, time: 1.653, data_time: 0.007, memory: 9063, top1_acc: 0.2928, top5_acc: 0.5436, loss_cls: 3.2919, loss: 3.2919, grad_norm: 1.0888 2020-08-01 17:29:32,753 - mmaction - INFO - Epoch [30][580/940] lr: 3.875e-01, eta: 8 days, 8:24:54, time: 1.687, data_time: 0.005, memory: 9063, top1_acc: 0.2934, top5_acc: 0.5508, loss_cls: 3.2524, loss: 3.2524, grad_norm: 1.1077 2020-08-01 17:30:06,276 - mmaction - INFO - Epoch [30][600/940] lr: 3.875e-01, eta: 8 days, 8:19:25, time: 1.678, data_time: 0.005, memory: 9063, top1_acc: 0.2961, top5_acc: 0.5395, loss_cls: 3.2579, loss: 3.2579, grad_norm: 1.1131 2020-08-01 17:30:38,790 - mmaction - INFO - Epoch [30][620/940] lr: 3.875e-01, eta: 8 days, 8:13:48, time: 1.626, data_time: 0.002, memory: 9063, top1_acc: 0.2867, top5_acc: 0.5508, loss_cls: 3.2730, loss: 3.2730, grad_norm: 1.1115 2020-08-01 17:31:12,528 - mmaction - INFO - Epoch [30][640/940] lr: 3.875e-01, eta: 8 days, 8:08:20, time: 1.684, data_time: 0.004, memory: 9063, top1_acc: 0.2984, top5_acc: 0.5354, loss_cls: 3.2726, loss: 3.2726, grad_norm: 1.0824 2020-08-01 17:31:45,180 - mmaction - INFO - Epoch [30][660/940] lr: 3.875e-01, eta: 8 days, 8:02:45, time: 1.633, data_time: 0.009, memory: 9063, top1_acc: 0.2957, top5_acc: 0.5428, loss_cls: 3.2876, loss: 3.2876, grad_norm: 1.0872 2020-08-01 17:32:17,787 - mmaction - INFO - Epoch [30][680/940] lr: 3.875e-01, eta: 8 days, 7:57:11, time: 1.632, data_time: 0.007, memory: 9063, top1_acc: 0.2930, top5_acc: 0.5270, loss_cls: 3.3186, loss: 3.3186, grad_norm: 1.0920 2020-08-01 17:32:51,388 - mmaction - INFO - Epoch [30][700/940] lr: 3.875e-01, eta: 8 days, 7:51:43, time: 1.678, data_time: 0.004, memory: 9063, top1_acc: 0.2836, top5_acc: 0.5357, loss_cls: 3.3146, loss: 3.3146, grad_norm: 1.0603 2020-08-01 17:33:24,493 - mmaction - INFO - Epoch [30][720/940] lr: 3.875e-01, eta: 8 days, 7:46:13, time: 1.655, data_time: 0.005, memory: 9063, top1_acc: 0.3049, top5_acc: 0.5576, loss_cls: 3.1938, loss: 3.1938, grad_norm: 1.1044 2020-08-01 17:33:57,030 - mmaction - INFO - Epoch [30][740/940] lr: 3.875e-01, eta: 8 days, 7:40:39, time: 1.629, data_time: 0.007, memory: 9063, top1_acc: 0.3066, top5_acc: 0.5580, loss_cls: 3.2232, loss: 3.2232, grad_norm: 1.0907 2020-08-01 17:34:29,529 - mmaction - INFO - Epoch [30][760/940] lr: 3.875e-01, eta: 8 days, 7:35:05, time: 1.623, data_time: 0.006, memory: 9063, top1_acc: 0.2979, top5_acc: 0.5518, loss_cls: 3.2539, loss: 3.2539, grad_norm: 1.0898 2020-08-01 17:35:02,686 - mmaction - INFO - Epoch [30][780/940] lr: 3.875e-01, eta: 8 days, 7:29:36, time: 1.660, data_time: 0.006, memory: 9063, top1_acc: 0.3107, top5_acc: 0.5570, loss_cls: 3.2109, loss: 3.2109, grad_norm: 1.0834 2020-08-01 17:35:36,231 - mmaction - INFO - Epoch [30][800/940] lr: 3.875e-01, eta: 8 days, 7:24:11, time: 1.677, data_time: 0.004, memory: 9063, top1_acc: 0.2896, top5_acc: 0.5459, loss_cls: 3.2841, loss: 3.2841, grad_norm: 1.0908 2020-08-01 17:36:11,102 - mmaction - INFO - Epoch [30][820/940] lr: 3.875e-01, eta: 8 days, 7:18:56, time: 1.743, data_time: 0.005, memory: 9063, top1_acc: 0.2891, top5_acc: 0.5379, loss_cls: 3.2946, loss: 3.2946, grad_norm: 1.0910 2020-08-01 17:36:43,862 - mmaction - INFO - Epoch [30][840/940] lr: 3.875e-01, eta: 8 days, 7:13:26, time: 1.640, data_time: 0.005, memory: 9063, top1_acc: 0.2941, top5_acc: 0.5434, loss_cls: 3.2479, loss: 3.2479, grad_norm: 1.1060 2020-08-01 17:37:16,675 - mmaction - INFO - Epoch [30][860/940] lr: 3.875e-01, eta: 8 days, 7:07:56, time: 1.637, data_time: 0.005, memory: 9063, top1_acc: 0.2955, top5_acc: 0.5441, loss_cls: 3.2649, loss: 3.2649, grad_norm: 1.1049 2020-08-01 17:37:49,793 - mmaction - INFO - Epoch [30][880/940] lr: 3.875e-01, eta: 8 days, 7:02:29, time: 1.656, data_time: 0.006, memory: 9063, top1_acc: 0.2861, top5_acc: 0.5291, loss_cls: 3.3304, loss: 3.3304, grad_norm: 1.1011 2020-08-01 17:38:23,682 - mmaction - INFO - Epoch [30][900/940] lr: 3.875e-01, eta: 8 days, 6:57:08, time: 1.692, data_time: 0.010, memory: 9063, top1_acc: 0.2918, top5_acc: 0.5391, loss_cls: 3.3101, loss: 3.3101, grad_norm: 1.0848 2020-08-01 17:38:56,416 - mmaction - INFO - Epoch [30][920/940] lr: 3.875e-01, eta: 8 days, 6:51:40, time: 1.639, data_time: 0.010, memory: 9063, top1_acc: 0.3023, top5_acc: 0.5422, loss_cls: 3.2786, loss: 3.2786, grad_norm: 1.0968 2020-08-01 17:39:28,625 - mmaction - INFO - Epoch [30][940/940] lr: 3.875e-01, eta: 8 days, 6:46:07, time: 1.611, data_time: 0.008, memory: 9063, top1_acc: 0.2892, top5_acc: 0.5442, loss_cls: 3.2923, loss: 3.2923, grad_norm: 1.0842 2020-08-01 18:02:00,895 - mmaction - INFO - Epoch [31][20/940] lr: 3.866e-01, eta: 8 days, 9:26:08, time: 67.592, data_time: 21.954, memory: 9063, top1_acc: 0.2975, top5_acc: 0.5453, loss_cls: 3.2666, loss: 3.2666, grad_norm: 1.0844 2020-08-01 18:02:25,799 - mmaction - INFO - Epoch [31][40/940] lr: 3.866e-01, eta: 8 days, 9:19:35, time: 1.252, data_time: 0.019, memory: 9063, top1_acc: 0.3135, top5_acc: 0.5664, loss_cls: 3.1775, loss: 3.1775, grad_norm: 1.0967 2020-08-01 18:02:52,630 - mmaction - INFO - Epoch [31][60/940] lr: 3.866e-01, eta: 8 days, 9:13:16, time: 1.344, data_time: 0.006, memory: 9063, top1_acc: 0.3051, top5_acc: 0.5539, loss_cls: 3.2165, loss: 3.2165, grad_norm: 1.0860 2020-08-01 18:03:22,799 - mmaction - INFO - Epoch [31][80/940] lr: 3.866e-01, eta: 8 days, 9:07:21, time: 1.502, data_time: 0.005, memory: 9063, top1_acc: 0.2932, top5_acc: 0.5514, loss_cls: 3.2594, loss: 3.2594, grad_norm: 1.1078 2020-08-01 18:03:53,462 - mmaction - INFO - Epoch [31][100/940] lr: 3.866e-01, eta: 8 days, 9:01:32, time: 1.537, data_time: 0.009, memory: 9063, top1_acc: 0.3121, top5_acc: 0.5613, loss_cls: 3.1725, loss: 3.1725, grad_norm: 1.1120 2020-08-01 18:04:24,884 - mmaction - INFO - Epoch [31][120/940] lr: 3.866e-01, eta: 8 days, 8:55:48, time: 1.573, data_time: 0.008, memory: 9063, top1_acc: 0.3080, top5_acc: 0.5580, loss_cls: 3.1881, loss: 3.1881, grad_norm: 1.1111 2020-08-01 18:04:57,980 - mmaction - INFO - Epoch [31][140/940] lr: 3.866e-01, eta: 8 days, 8:50:18, time: 1.654, data_time: 0.002, memory: 9063, top1_acc: 0.2965, top5_acc: 0.5422, loss_cls: 3.2826, loss: 3.2826, grad_norm: 1.1125 2020-08-01 18:05:29,272 - mmaction - INFO - Epoch [31][160/940] lr: 3.866e-01, eta: 8 days, 8:44:33, time: 1.561, data_time: 0.005, memory: 9063, top1_acc: 0.2889, top5_acc: 0.5502, loss_cls: 3.2489, loss: 3.2489, grad_norm: 1.0890 2020-08-01 18:06:02,912 - mmaction - INFO - Epoch [31][180/940] lr: 3.866e-01, eta: 8 days, 8:39:08, time: 1.687, data_time: 0.008, memory: 9063, top1_acc: 0.3025, top5_acc: 0.5580, loss_cls: 3.2187, loss: 3.2187, grad_norm: 1.1189 2020-08-01 18:06:35,237 - mmaction - INFO - Epoch [31][200/940] lr: 3.866e-01, eta: 8 days, 8:33:33, time: 1.616, data_time: 0.002, memory: 9063, top1_acc: 0.3037, top5_acc: 0.5586, loss_cls: 3.2461, loss: 3.2461, grad_norm: 1.1135 2020-08-01 18:07:07,032 - mmaction - INFO - Epoch [31][220/940] lr: 3.866e-01, eta: 8 days, 8:27:54, time: 1.588, data_time: 0.005, memory: 9063, top1_acc: 0.2961, top5_acc: 0.5482, loss_cls: 3.2609, loss: 3.2609, grad_norm: 1.1069 2020-08-01 18:07:39,801 - mmaction - INFO - Epoch [31][240/940] lr: 3.866e-01, eta: 8 days, 8:22:23, time: 1.639, data_time: 0.005, memory: 9063, top1_acc: 0.2971, top5_acc: 0.5504, loss_cls: 3.2544, loss: 3.2544, grad_norm: 1.1101 2020-08-01 18:08:12,738 - mmaction - INFO - Epoch [31][260/940] lr: 3.866e-01, eta: 8 days, 8:16:54, time: 1.646, data_time: 0.007, memory: 9063, top1_acc: 0.2832, top5_acc: 0.5344, loss_cls: 3.2694, loss: 3.2694, grad_norm: 1.1060 2020-08-01 18:08:45,955 - mmaction - INFO - Epoch [31][280/940] lr: 3.866e-01, eta: 8 days, 8:11:27, time: 1.662, data_time: 0.007, memory: 9063, top1_acc: 0.2906, top5_acc: 0.5307, loss_cls: 3.3110, loss: 3.3110, grad_norm: 1.1182 2020-08-01 18:09:18,967 - mmaction - INFO - Epoch [31][300/940] lr: 3.866e-01, eta: 8 days, 8:05:59, time: 1.649, data_time: 0.008, memory: 9063, top1_acc: 0.2947, top5_acc: 0.5480, loss_cls: 3.2683, loss: 3.2683, grad_norm: 1.0742 2020-08-01 18:09:51,431 - mmaction - INFO - Epoch [31][320/940] lr: 3.866e-01, eta: 8 days, 8:00:28, time: 1.625, data_time: 0.006, memory: 9063, top1_acc: 0.3063, top5_acc: 0.5514, loss_cls: 3.2062, loss: 3.2062, grad_norm: 1.0824 2020-08-01 18:10:25,144 - mmaction - INFO - Epoch [31][340/940] lr: 3.866e-01, eta: 8 days, 7:55:06, time: 1.683, data_time: 0.005, memory: 9063, top1_acc: 0.3105, top5_acc: 0.5545, loss_cls: 3.2190, loss: 3.2190, grad_norm: 1.1121 2020-08-01 18:10:57,597 - mmaction - INFO - Epoch [31][360/940] lr: 3.866e-01, eta: 8 days, 7:49:35, time: 1.623, data_time: 0.007, memory: 9063, top1_acc: 0.2895, top5_acc: 0.5461, loss_cls: 3.2538, loss: 3.2538, grad_norm: 1.0818 2020-08-01 18:11:31,003 - mmaction - INFO - Epoch [31][380/940] lr: 3.866e-01, eta: 8 days, 7:44:11, time: 1.668, data_time: 0.006, memory: 9063, top1_acc: 0.2938, top5_acc: 0.5441, loss_cls: 3.2763, loss: 3.2763, grad_norm: 1.0943 2020-08-01 18:12:04,036 - mmaction - INFO - Epoch [31][400/940] lr: 3.866e-01, eta: 8 days, 7:38:46, time: 1.657, data_time: 0.008, memory: 9063, top1_acc: 0.2984, top5_acc: 0.5424, loss_cls: 3.2612, loss: 3.2612, grad_norm: 1.1033 2020-08-01 18:12:37,792 - mmaction - INFO - Epoch [31][420/940] lr: 3.866e-01, eta: 8 days, 7:33:26, time: 1.686, data_time: 0.005, memory: 9063, top1_acc: 0.3006, top5_acc: 0.5426, loss_cls: 3.2798, loss: 3.2798, grad_norm: 1.0980 2020-08-01 18:13:10,985 - mmaction - INFO - Epoch [31][440/940] lr: 3.866e-01, eta: 8 days, 7:28:02, time: 1.661, data_time: 0.006, memory: 9063, top1_acc: 0.2969, top5_acc: 0.5537, loss_cls: 3.2675, loss: 3.2675, grad_norm: 1.0959 2020-08-01 18:13:44,039 - mmaction - INFO - Epoch [31][460/940] lr: 3.866e-01, eta: 8 days, 7:22:38, time: 1.652, data_time: 0.005, memory: 9063, top1_acc: 0.3064, top5_acc: 0.5564, loss_cls: 3.2485, loss: 3.2485, grad_norm: 1.1033 2020-08-01 18:14:17,974 - mmaction - INFO - Epoch [31][480/940] lr: 3.866e-01, eta: 8 days, 7:17:21, time: 1.698, data_time: 0.005, memory: 9063, top1_acc: 0.3031, top5_acc: 0.5527, loss_cls: 3.2467, loss: 3.2467, grad_norm: 1.0935 2020-08-01 18:14:51,698 - mmaction - INFO - Epoch [31][500/940] lr: 3.866e-01, eta: 8 days, 7:12:02, time: 1.684, data_time: 0.005, memory: 9063, top1_acc: 0.2998, top5_acc: 0.5602, loss_cls: 3.2339, loss: 3.2339, grad_norm: 1.1007 2020-08-01 18:15:24,983 - mmaction - INFO - Epoch [31][520/940] lr: 3.866e-01, eta: 8 days, 7:06:41, time: 1.666, data_time: 0.005, memory: 9063, top1_acc: 0.3074, top5_acc: 0.5514, loss_cls: 3.2353, loss: 3.2353, grad_norm: 1.0923 2020-08-01 18:15:58,910 - mmaction - INFO - Epoch [31][540/940] lr: 3.866e-01, eta: 8 days, 7:01:25, time: 1.698, data_time: 0.005, memory: 9063, top1_acc: 0.2938, top5_acc: 0.5617, loss_cls: 3.2411, loss: 3.2411, grad_norm: 1.0966 2020-08-01 18:16:32,018 - mmaction - INFO - Epoch [31][560/940] lr: 3.866e-01, eta: 8 days, 6:56:02, time: 1.653, data_time: 0.005, memory: 9063, top1_acc: 0.2910, top5_acc: 0.5463, loss_cls: 3.3061, loss: 3.3061, grad_norm: 1.1128 2020-08-01 18:17:05,634 - mmaction - INFO - Epoch [31][580/940] lr: 3.866e-01, eta: 8 days, 6:50:45, time: 1.683, data_time: 0.007, memory: 9063, top1_acc: 0.3070, top5_acc: 0.5564, loss_cls: 3.2114, loss: 3.2114, grad_norm: 1.0720 2020-08-01 18:17:39,966 - mmaction - INFO - Epoch [31][600/940] lr: 3.866e-01, eta: 8 days, 6:45:32, time: 1.715, data_time: 0.007, memory: 9063, top1_acc: 0.2988, top5_acc: 0.5574, loss_cls: 3.2098, loss: 3.2098, grad_norm: 1.1143 2020-08-01 18:18:14,147 - mmaction - INFO - Epoch [31][620/940] lr: 3.866e-01, eta: 8 days, 6:40:20, time: 1.710, data_time: 0.006, memory: 9063, top1_acc: 0.2914, top5_acc: 0.5482, loss_cls: 3.2904, loss: 3.2904, grad_norm: 1.0941 2020-08-01 18:18:48,423 - mmaction - INFO - Epoch [31][640/940] lr: 3.866e-01, eta: 8 days, 6:35:07, time: 1.709, data_time: 0.009, memory: 9063, top1_acc: 0.2859, top5_acc: 0.5328, loss_cls: 3.3100, loss: 3.3100, grad_norm: 1.0770 2020-08-01 18:19:20,260 - mmaction - INFO - Epoch [31][660/940] lr: 3.866e-01, eta: 8 days, 6:29:39, time: 1.596, data_time: 0.008, memory: 9063, top1_acc: 0.2932, top5_acc: 0.5523, loss_cls: 3.2570, loss: 3.2570, grad_norm: 1.0845 2020-08-01 18:19:52,628 - mmaction - INFO - Epoch [31][680/940] lr: 3.866e-01, eta: 8 days, 6:24:14, time: 1.617, data_time: 0.005, memory: 9063, top1_acc: 0.3002, top5_acc: 0.5445, loss_cls: 3.2570, loss: 3.2570, grad_norm: 1.0942 2020-08-01 18:20:24,789 - mmaction - INFO - Epoch [31][700/940] lr: 3.866e-01, eta: 8 days, 6:18:48, time: 1.610, data_time: 0.007, memory: 9063, top1_acc: 0.2947, top5_acc: 0.5510, loss_cls: 3.2438, loss: 3.2438, grad_norm: 1.0947 2020-08-01 18:20:56,102 - mmaction - INFO - Epoch [31][720/940] lr: 3.866e-01, eta: 8 days, 6:13:16, time: 1.564, data_time: 0.004, memory: 9063, top1_acc: 0.3135, top5_acc: 0.5654, loss_cls: 3.1877, loss: 3.1877, grad_norm: 1.0837 2020-08-01 18:21:27,493 - mmaction - INFO - Epoch [31][740/940] lr: 3.866e-01, eta: 8 days, 6:07:45, time: 1.568, data_time: 0.005, memory: 9063, top1_acc: 0.3100, top5_acc: 0.5592, loss_cls: 3.2324, loss: 3.2324, grad_norm: 1.0804 2020-08-01 18:22:00,067 - mmaction - INFO - Epoch [31][760/940] lr: 3.866e-01, eta: 8 days, 6:02:23, time: 1.628, data_time: 0.007, memory: 9063, top1_acc: 0.2980, top5_acc: 0.5434, loss_cls: 3.2547, loss: 3.2547, grad_norm: 1.0967 2020-08-01 18:22:31,709 - mmaction - INFO - Epoch [31][780/940] lr: 3.866e-01, eta: 8 days, 5:56:55, time: 1.585, data_time: 0.008, memory: 9063, top1_acc: 0.2941, top5_acc: 0.5430, loss_cls: 3.2725, loss: 3.2725, grad_norm: 1.0931 2020-08-01 18:23:04,377 - mmaction - INFO - Epoch [31][800/940] lr: 3.866e-01, eta: 8 days, 5:51:34, time: 1.631, data_time: 0.008, memory: 9063, top1_acc: 0.2803, top5_acc: 0.5340, loss_cls: 3.3267, loss: 3.3267, grad_norm: 1.1250 2020-08-01 18:23:36,242 - mmaction - INFO - Epoch [31][820/940] lr: 3.866e-01, eta: 8 days, 5:46:09, time: 1.595, data_time: 0.008, memory: 9063, top1_acc: 0.3123, top5_acc: 0.5525, loss_cls: 3.2236, loss: 3.2236, grad_norm: 1.0987 2020-08-01 18:24:08,831 - mmaction - INFO - Epoch [31][840/940] lr: 3.866e-01, eta: 8 days, 5:40:48, time: 1.624, data_time: 0.009, memory: 9063, top1_acc: 0.3107, top5_acc: 0.5549, loss_cls: 3.2317, loss: 3.2317, grad_norm: 1.0921 2020-08-01 18:24:40,952 - mmaction - INFO - Epoch [31][860/940] lr: 3.866e-01, eta: 8 days, 5:35:26, time: 1.612, data_time: 0.008, memory: 9063, top1_acc: 0.2932, top5_acc: 0.5457, loss_cls: 3.2685, loss: 3.2685, grad_norm: 1.1100 2020-08-01 18:25:12,501 - mmaction - INFO - Epoch [31][880/940] lr: 3.866e-01, eta: 8 days, 5:29:58, time: 1.576, data_time: 0.002, memory: 9063, top1_acc: 0.2945, top5_acc: 0.5492, loss_cls: 3.2468, loss: 3.2468, grad_norm: 1.0785 2020-08-01 18:25:43,331 - mmaction - INFO - Epoch [31][900/940] lr: 3.866e-01, eta: 8 days, 5:24:27, time: 1.543, data_time: 0.006, memory: 9063, top1_acc: 0.2900, top5_acc: 0.5432, loss_cls: 3.3018, loss: 3.3018, grad_norm: 1.1119 2020-08-01 18:26:16,331 - mmaction - INFO - Epoch [31][920/940] lr: 3.866e-01, eta: 8 days, 5:19:11, time: 1.646, data_time: 0.008, memory: 9063, top1_acc: 0.2941, top5_acc: 0.5453, loss_cls: 3.2529, loss: 3.2529, grad_norm: 1.0923 2020-08-01 18:26:47,834 - mmaction - INFO - Epoch [31][940/940] lr: 3.866e-01, eta: 8 days, 5:13:45, time: 1.579, data_time: 0.007, memory: 9063, top1_acc: 0.3034, top5_acc: 0.5485, loss_cls: 3.2353, loss: 3.2353, grad_norm: 1.1185 2020-08-01 18:41:06,386 - mmaction - INFO - Epoch [32][20/940] lr: 3.857e-01, eta: 8 days, 6:48:15, time: 42.908, data_time: 41.667, memory: 9063, top1_acc: 0.2908, top5_acc: 0.5553, loss_cls: 3.2214, loss: 3.2214, grad_norm: 1.1132 2020-08-01 18:41:31,630 - mmaction - INFO - Epoch [32][40/940] lr: 3.857e-01, eta: 8 days, 6:42:00, time: 1.263, data_time: 0.005, memory: 9063, top1_acc: 0.2963, top5_acc: 0.5488, loss_cls: 3.2449, loss: 3.2449, grad_norm: 1.0925 2020-08-01 18:41:57,449 - mmaction - INFO - Epoch [32][60/940] lr: 3.857e-01, eta: 8 days, 6:35:49, time: 1.286, data_time: 0.005, memory: 9063, top1_acc: 0.2984, top5_acc: 0.5547, loss_cls: 3.2203, loss: 3.2203, grad_norm: 1.0956 2020-08-01 18:42:26,360 - mmaction - INFO - Epoch [32][80/940] lr: 3.857e-01, eta: 8 days, 6:30:02, time: 1.451, data_time: 0.008, memory: 9063, top1_acc: 0.3014, top5_acc: 0.5420, loss_cls: 3.2560, loss: 3.2560, grad_norm: 1.1112 2020-08-01 18:42:53,651 - mmaction - INFO - Epoch [32][100/940] lr: 3.857e-01, eta: 8 days, 6:24:03, time: 1.365, data_time: 0.002, memory: 9063, top1_acc: 0.3029, top5_acc: 0.5561, loss_cls: 3.2067, loss: 3.2067, grad_norm: 1.0671 2020-08-01 18:43:23,179 - mmaction - INFO - Epoch [32][120/940] lr: 3.857e-01, eta: 8 days, 6:18:20, time: 1.475, data_time: 0.005, memory: 9063, top1_acc: 0.3010, top5_acc: 0.5529, loss_cls: 3.2313, loss: 3.2313, grad_norm: 1.1203 2020-08-01 18:43:52,949 - mmaction - INFO - Epoch [32][140/940] lr: 3.857e-01, eta: 8 days, 6:12:40, time: 1.489, data_time: 0.003, memory: 9063, top1_acc: 0.3033, top5_acc: 0.5477, loss_cls: 3.2437, loss: 3.2437, grad_norm: 1.0931 2020-08-01 18:44:21,823 - mmaction - INFO - Epoch [32][160/940] lr: 3.857e-01, eta: 8 days, 6:06:53, time: 1.442, data_time: 0.008, memory: 9063, top1_acc: 0.3018, top5_acc: 0.5453, loss_cls: 3.2506, loss: 3.2506, grad_norm: 1.1173 2020-08-01 18:44:53,907 - mmaction - INFO - Epoch [32][180/940] lr: 3.857e-01, eta: 8 days, 6:01:31, time: 1.606, data_time: 0.006, memory: 9063, top1_acc: 0.2961, top5_acc: 0.5500, loss_cls: 3.2044, loss: 3.2044, grad_norm: 1.0845 2020-08-01 18:45:24,124 - mmaction - INFO - Epoch [32][200/940] lr: 3.857e-01, eta: 8 days, 5:55:55, time: 1.507, data_time: 0.002, memory: 9063, top1_acc: 0.3053, top5_acc: 0.5602, loss_cls: 3.2183, loss: 3.2183, grad_norm: 1.1119 2020-08-01 18:45:55,394 - mmaction - INFO - Epoch [32][220/940] lr: 3.857e-01, eta: 8 days, 5:50:27, time: 1.565, data_time: 0.008, memory: 9063, top1_acc: 0.3135, top5_acc: 0.5637, loss_cls: 3.1964, loss: 3.1964, grad_norm: 1.0771 2020-08-01 18:46:25,334 - mmaction - INFO - Epoch [32][240/940] lr: 3.857e-01, eta: 8 days, 5:44:51, time: 1.499, data_time: 0.005, memory: 9063, top1_acc: 0.2998, top5_acc: 0.5465, loss_cls: 3.2618, loss: 3.2618, grad_norm: 1.1168 2020-08-01 18:46:55,716 - mmaction - INFO - Epoch [32][260/940] lr: 3.857e-01, eta: 8 days, 5:39:17, time: 1.517, data_time: 0.009, memory: 9063, top1_acc: 0.2902, top5_acc: 0.5416, loss_cls: 3.2816, loss: 3.2816, grad_norm: 1.1182 2020-08-01 18:47:27,420 - mmaction - INFO - Epoch [32][280/940] lr: 3.857e-01, eta: 8 days, 5:33:54, time: 1.587, data_time: 0.006, memory: 9063, top1_acc: 0.2922, top5_acc: 0.5383, loss_cls: 3.3172, loss: 3.3172, grad_norm: 1.0890 2020-08-01 18:47:58,150 - mmaction - INFO - Epoch [32][300/940] lr: 3.857e-01, eta: 8 days, 5:28:23, time: 1.533, data_time: 0.005, memory: 9063, top1_acc: 0.3027, top5_acc: 0.5605, loss_cls: 3.2116, loss: 3.2116, grad_norm: 1.1282 2020-08-01 18:48:30,110 - mmaction - INFO - Epoch [32][320/940] lr: 3.857e-01, eta: 8 days, 5:23:03, time: 1.601, data_time: 0.007, memory: 9063, top1_acc: 0.3039, top5_acc: 0.5449, loss_cls: 3.2336, loss: 3.2336, grad_norm: 1.0929 2020-08-01 18:49:01,997 - mmaction - INFO - Epoch [32][340/940] lr: 3.857e-01, eta: 8 days, 5:17:42, time: 1.594, data_time: 0.002, memory: 9063, top1_acc: 0.3021, top5_acc: 0.5578, loss_cls: 3.2387, loss: 3.2387, grad_norm: 1.1075 2020-08-01 18:49:34,150 - mmaction - INFO - Epoch [32][360/940] lr: 3.857e-01, eta: 8 days, 5:12:23, time: 1.606, data_time: 0.005, memory: 9063, top1_acc: 0.3041, top5_acc: 0.5463, loss_cls: 3.2646, loss: 3.2646, grad_norm: 1.1079 2020-08-01 18:50:05,932 - mmaction - INFO - Epoch [32][380/940] lr: 3.857e-01, eta: 8 days, 5:07:02, time: 1.590, data_time: 0.007, memory: 9063, top1_acc: 0.2973, top5_acc: 0.5445, loss_cls: 3.2639, loss: 3.2639, grad_norm: 1.0797 2020-08-01 18:50:36,574 - mmaction - INFO - Epoch [32][400/940] lr: 3.857e-01, eta: 8 days, 5:01:34, time: 1.532, data_time: 0.003, memory: 9063, top1_acc: 0.2941, top5_acc: 0.5379, loss_cls: 3.2750, loss: 3.2750, grad_norm: 1.1010 2020-08-01 18:51:09,194 - mmaction - INFO - Epoch [32][420/940] lr: 3.857e-01, eta: 8 days, 4:56:19, time: 1.630, data_time: 0.005, memory: 9063, top1_acc: 0.3039, top5_acc: 0.5504, loss_cls: 3.2457, loss: 3.2457, grad_norm: 1.0927 2020-08-01 18:51:39,809 - mmaction - INFO - Epoch [32][440/940] lr: 3.857e-01, eta: 8 days, 4:50:52, time: 1.533, data_time: 0.005, memory: 9063, top1_acc: 0.2949, top5_acc: 0.5479, loss_cls: 3.2794, loss: 3.2794, grad_norm: 1.1047 2020-08-01 18:52:12,599 - mmaction - INFO - Epoch [32][460/940] lr: 3.857e-01, eta: 8 days, 4:45:39, time: 1.636, data_time: 0.005, memory: 9063, top1_acc: 0.2941, top5_acc: 0.5436, loss_cls: 3.2580, loss: 3.2580, grad_norm: 1.0867 2020-08-01 18:52:44,555 - mmaction - INFO - Epoch [32][480/940] lr: 3.857e-01, eta: 8 days, 4:40:22, time: 1.602, data_time: 0.007, memory: 9063, top1_acc: 0.3029, top5_acc: 0.5551, loss_cls: 3.2230, loss: 3.2230, grad_norm: 1.0861 2020-08-01 18:53:16,806 - mmaction - INFO - Epoch [32][500/940] lr: 3.857e-01, eta: 8 days, 4:35:06, time: 1.611, data_time: 0.004, memory: 9063, top1_acc: 0.3094, top5_acc: 0.5559, loss_cls: 3.2120, loss: 3.2120, grad_norm: 1.0866 2020-08-01 18:53:49,284 - mmaction - INFO - Epoch [32][520/940] lr: 3.857e-01, eta: 8 days, 4:29:53, time: 1.625, data_time: 0.006, memory: 9063, top1_acc: 0.3027, top5_acc: 0.5412, loss_cls: 3.2803, loss: 3.2803, grad_norm: 1.1054 2020-08-01 18:54:21,301 - mmaction - INFO - Epoch [32][540/940] lr: 3.857e-01, eta: 8 days, 4:24:37, time: 1.597, data_time: 0.004, memory: 9063, top1_acc: 0.3100, top5_acc: 0.5574, loss_cls: 3.2106, loss: 3.2106, grad_norm: 1.0839 2020-08-01 18:54:52,714 - mmaction - INFO - Epoch [32][560/940] lr: 3.857e-01, eta: 8 days, 4:19:17, time: 1.572, data_time: 0.006, memory: 9063, top1_acc: 0.3029, top5_acc: 0.5535, loss_cls: 3.2482, loss: 3.2482, grad_norm: 1.1026 2020-08-01 18:55:24,716 - mmaction - INFO - Epoch [32][580/940] lr: 3.857e-01, eta: 8 days, 4:14:01, time: 1.598, data_time: 0.007, memory: 9063, top1_acc: 0.3010, top5_acc: 0.5473, loss_cls: 3.2438, loss: 3.2438, grad_norm: 1.0902 2020-08-01 18:55:56,481 - mmaction - INFO - Epoch [32][600/940] lr: 3.857e-01, eta: 8 days, 4:08:45, time: 1.590, data_time: 0.010, memory: 9063, top1_acc: 0.3041, top5_acc: 0.5557, loss_cls: 3.2412, loss: 3.2412, grad_norm: 1.1055 2020-08-01 18:56:29,811 - mmaction - INFO - Epoch [32][620/940] lr: 3.857e-01, eta: 8 days, 4:03:40, time: 1.669, data_time: 0.008, memory: 9063, top1_acc: 0.3012, top5_acc: 0.5473, loss_cls: 3.2402, loss: 3.2402, grad_norm: 1.0956 2020-08-01 18:57:01,405 - mmaction - INFO - Epoch [32][640/940] lr: 3.857e-01, eta: 8 days, 3:58:22, time: 1.578, data_time: 0.005, memory: 9063, top1_acc: 0.2969, top5_acc: 0.5541, loss_cls: 3.2278, loss: 3.2278, grad_norm: 1.1159 2020-08-01 18:57:33,250 - mmaction - INFO - Epoch [32][660/940] lr: 3.857e-01, eta: 8 days, 3:53:07, time: 1.590, data_time: 0.005, memory: 9063, top1_acc: 0.3105, top5_acc: 0.5566, loss_cls: 3.2217, loss: 3.2217, grad_norm: 1.1120 2020-08-01 18:58:05,564 - mmaction - INFO - Epoch [32][680/940] lr: 3.857e-01, eta: 8 days, 3:47:56, time: 1.616, data_time: 0.008, memory: 9063, top1_acc: 0.2973, top5_acc: 0.5547, loss_cls: 3.2427, loss: 3.2427, grad_norm: 1.0992 2020-08-01 18:58:37,330 - mmaction - INFO - Epoch [32][700/940] lr: 3.857e-01, eta: 8 days, 3:42:41, time: 1.591, data_time: 0.007, memory: 9063, top1_acc: 0.3061, top5_acc: 0.5523, loss_cls: 3.2306, loss: 3.2306, grad_norm: 1.1146 2020-08-01 18:59:10,687 - mmaction - INFO - Epoch [32][720/940] lr: 3.857e-01, eta: 8 days, 3:37:38, time: 1.666, data_time: 0.005, memory: 9063, top1_acc: 0.2922, top5_acc: 0.5480, loss_cls: 3.2604, loss: 3.2604, grad_norm: 1.1039 2020-08-01 18:59:42,519 - mmaction - INFO - Epoch [32][740/940] lr: 3.857e-01, eta: 8 days, 3:32:24, time: 1.593, data_time: 0.007, memory: 9063, top1_acc: 0.2924, top5_acc: 0.5494, loss_cls: 3.2700, loss: 3.2700, grad_norm: 1.0957 2020-08-01 19:00:17,371 - mmaction - INFO - Epoch [32][760/940] lr: 3.857e-01, eta: 8 days, 3:27:31, time: 1.731, data_time: 0.008, memory: 9063, top1_acc: 0.2863, top5_acc: 0.5396, loss_cls: 3.3162, loss: 3.3162, grad_norm: 1.1041 2020-08-01 19:00:48,068 - mmaction - INFO - Epoch [32][780/940] lr: 3.857e-01, eta: 8 days, 3:22:11, time: 1.547, data_time: 0.025, memory: 9063, top1_acc: 0.3002, top5_acc: 0.5561, loss_cls: 3.2392, loss: 3.2392, grad_norm: 1.1001 2020-08-01 19:01:21,154 - mmaction - INFO - Epoch [32][800/940] lr: 3.857e-01, eta: 8 days, 3:17:08, time: 1.653, data_time: 0.005, memory: 9063, top1_acc: 0.3086, top5_acc: 0.5617, loss_cls: 3.2114, loss: 3.2114, grad_norm: 1.1117 2020-08-01 19:01:53,052 - mmaction - INFO - Epoch [32][820/940] lr: 3.857e-01, eta: 8 days, 3:11:56, time: 1.597, data_time: 0.007, memory: 9063, top1_acc: 0.2908, top5_acc: 0.5518, loss_cls: 3.2679, loss: 3.2679, grad_norm: 1.1035 2020-08-01 19:02:25,623 - mmaction - INFO - Epoch [32][840/940] lr: 3.857e-01, eta: 8 days, 3:06:49, time: 1.628, data_time: 0.002, memory: 9063, top1_acc: 0.2986, top5_acc: 0.5439, loss_cls: 3.2666, loss: 3.2666, grad_norm: 1.0884 2020-08-01 19:02:56,741 - mmaction - INFO - Epoch [32][860/940] lr: 3.857e-01, eta: 8 days, 3:01:33, time: 1.556, data_time: 0.003, memory: 9063, top1_acc: 0.3016, top5_acc: 0.5545, loss_cls: 3.2077, loss: 3.2077, grad_norm: 1.0998 2020-08-01 19:03:28,872 - mmaction - INFO - Epoch [32][880/940] lr: 3.857e-01, eta: 8 days, 2:56:24, time: 1.604, data_time: 0.006, memory: 9063, top1_acc: 0.3043, top5_acc: 0.5535, loss_cls: 3.2257, loss: 3.2257, grad_norm: 1.1244 2020-08-01 19:04:00,868 - mmaction - INFO - Epoch [32][900/940] lr: 3.857e-01, eta: 8 days, 2:51:15, time: 1.603, data_time: 0.007, memory: 9063, top1_acc: 0.2961, top5_acc: 0.5451, loss_cls: 3.2945, loss: 3.2945, grad_norm: 1.1136 2020-08-01 19:04:32,370 - mmaction - INFO - Epoch [32][920/940] lr: 3.857e-01, eta: 8 days, 2:46:01, time: 1.570, data_time: 0.005, memory: 9063, top1_acc: 0.3049, top5_acc: 0.5580, loss_cls: 3.2328, loss: 3.2328, grad_norm: 1.0788 2020-08-01 19:05:03,479 - mmaction - INFO - Epoch [32][940/940] lr: 3.857e-01, eta: 8 days, 2:40:47, time: 1.560, data_time: 0.008, memory: 9063, top1_acc: 0.2975, top5_acc: 0.5461, loss_cls: 3.2342, loss: 3.2342, grad_norm: 1.1023 2020-08-01 19:05:03,769 - mmaction - INFO - Saving checkpoint at 32 epochs 2020-08-01 19:28:52,472 - mmaction - INFO - Epoch [33][20/940] lr: 3.848e-01, eta: 8 days, 5:18:21, time: 71.388, data_time: 66.337, memory: 9063, top1_acc: 0.3002, top5_acc: 0.5488, loss_cls: 3.2672, loss: 3.2672, grad_norm: 1.0974 2020-08-01 19:29:16,872 - mmaction - INFO - Epoch [33][40/940] lr: 3.848e-01, eta: 8 days, 5:12:13, time: 1.223, data_time: 0.006, memory: 9063, top1_acc: 0.3170, top5_acc: 0.5717, loss_cls: 3.1551, loss: 3.1551, grad_norm: 1.0921 2020-08-01 19:29:43,486 - mmaction - INFO - Epoch [33][60/940] lr: 3.848e-01, eta: 8 days, 5:06:20, time: 1.328, data_time: 0.007, memory: 9063, top1_acc: 0.3127, top5_acc: 0.5674, loss_cls: 3.1881, loss: 3.1881, grad_norm: 1.1156 2020-08-01 19:30:11,160 - mmaction - INFO - Epoch [33][80/940] lr: 3.848e-01, eta: 8 days, 5:00:36, time: 1.385, data_time: 0.006, memory: 9063, top1_acc: 0.3072, top5_acc: 0.5529, loss_cls: 3.2082, loss: 3.2082, grad_norm: 1.0984 2020-08-01 19:30:41,450 - mmaction - INFO - Epoch [33][100/940] lr: 3.848e-01, eta: 8 days, 4:55:10, time: 1.514, data_time: 0.002, memory: 9063, top1_acc: 0.3100, top5_acc: 0.5523, loss_cls: 3.2078, loss: 3.2078, grad_norm: 1.1262 2020-08-01 19:31:13,412 - mmaction - INFO - Epoch [33][120/940] lr: 3.848e-01, eta: 8 days, 4:49:56, time: 1.599, data_time: 0.005, memory: 9063, top1_acc: 0.2998, top5_acc: 0.5471, loss_cls: 3.2506, loss: 3.2506, grad_norm: 1.0890 2020-08-01 19:31:44,547 - mmaction - INFO - Epoch [33][140/940] lr: 3.848e-01, eta: 8 days, 4:44:36, time: 1.557, data_time: 0.002, memory: 9063, top1_acc: 0.3088, top5_acc: 0.5570, loss_cls: 3.2348, loss: 3.2348, grad_norm: 1.0963 2020-08-01 19:32:16,667 - mmaction - INFO - Epoch [33][160/940] lr: 3.848e-01, eta: 8 days, 4:39:24, time: 1.604, data_time: 0.004, memory: 9063, top1_acc: 0.3070, top5_acc: 0.5639, loss_cls: 3.2216, loss: 3.2216, grad_norm: 1.0878 2020-08-01 19:32:48,764 - mmaction - INFO - Epoch [33][180/940] lr: 3.848e-01, eta: 8 days, 4:34:12, time: 1.605, data_time: 0.006, memory: 9063, top1_acc: 0.3033, top5_acc: 0.5486, loss_cls: 3.2580, loss: 3.2580, grad_norm: 1.1079 2020-08-01 19:33:21,243 - mmaction - INFO - Epoch [33][200/940] lr: 3.848e-01, eta: 8 days, 4:29:03, time: 1.626, data_time: 0.006, memory: 9063, top1_acc: 0.3039, top5_acc: 0.5613, loss_cls: 3.2094, loss: 3.2094, grad_norm: 1.0967 2020-08-01 19:33:53,363 - mmaction - INFO - Epoch [33][220/940] lr: 3.848e-01, eta: 8 days, 4:23:52, time: 1.605, data_time: 0.004, memory: 9063, top1_acc: 0.3063, top5_acc: 0.5576, loss_cls: 3.2216, loss: 3.2216, grad_norm: 1.1324 2020-08-01 19:34:25,650 - mmaction - INFO - Epoch [33][240/940] lr: 3.848e-01, eta: 8 days, 4:18:42, time: 1.616, data_time: 0.005, memory: 9063, top1_acc: 0.3059, top5_acc: 0.5500, loss_cls: 3.2378, loss: 3.2378, grad_norm: 1.0840 2020-08-01 19:34:58,069 - mmaction - INFO - Epoch [33][260/940] lr: 3.848e-01, eta: 8 days, 4:13:34, time: 1.619, data_time: 0.004, memory: 9063, top1_acc: 0.3227, top5_acc: 0.5664, loss_cls: 3.1558, loss: 3.1558, grad_norm: 1.0764 2020-08-01 19:35:30,962 - mmaction - INFO - Epoch [33][280/940] lr: 3.848e-01, eta: 8 days, 4:08:29, time: 1.646, data_time: 0.005, memory: 9063, top1_acc: 0.3051, top5_acc: 0.5609, loss_cls: 3.1997, loss: 3.1997, grad_norm: 1.1240 2020-08-01 19:36:02,636 - mmaction - INFO - Epoch [33][300/940] lr: 3.848e-01, eta: 8 days, 4:03:16, time: 1.582, data_time: 0.005, memory: 9063, top1_acc: 0.3002, top5_acc: 0.5471, loss_cls: 3.2584, loss: 3.2584, grad_norm: 1.1004 2020-08-01 19:36:35,503 - mmaction - INFO - Epoch [33][320/940] lr: 3.848e-01, eta: 8 days, 3:58:12, time: 1.644, data_time: 0.007, memory: 9063, top1_acc: 0.2893, top5_acc: 0.5400, loss_cls: 3.2936, loss: 3.2936, grad_norm: 1.1041 2020-08-01 19:37:08,395 - mmaction - INFO - Epoch [33][340/940] lr: 3.848e-01, eta: 8 days, 3:53:09, time: 1.644, data_time: 0.009, memory: 9063, top1_acc: 0.3063, top5_acc: 0.5590, loss_cls: 3.2057, loss: 3.2057, grad_norm: 1.1131 2020-08-01 19:37:40,556 - mmaction - INFO - Epoch [33][360/940] lr: 3.848e-01, eta: 8 days, 3:48:00, time: 1.609, data_time: 0.005, memory: 9063, top1_acc: 0.3049, top5_acc: 0.5563, loss_cls: 3.2467, loss: 3.2467, grad_norm: 1.0931 2020-08-01 19:38:12,519 - mmaction - INFO - Epoch [33][380/940] lr: 3.848e-01, eta: 8 days, 3:42:51, time: 1.596, data_time: 0.006, memory: 9063, top1_acc: 0.3150, top5_acc: 0.5732, loss_cls: 3.1891, loss: 3.1891, grad_norm: 1.1069 2020-08-01 19:38:45,139 - mmaction - INFO - Epoch [33][400/940] lr: 3.848e-01, eta: 8 days, 3:37:47, time: 1.633, data_time: 0.007, memory: 9063, top1_acc: 0.2945, top5_acc: 0.5469, loss_cls: 3.2597, loss: 3.2597, grad_norm: 1.1006 2020-08-01 19:39:17,246 - mmaction - INFO - Epoch [33][420/940] lr: 3.848e-01, eta: 8 days, 3:32:39, time: 1.604, data_time: 0.005, memory: 9063, top1_acc: 0.2965, top5_acc: 0.5459, loss_cls: 3.2714, loss: 3.2714, grad_norm: 1.0979 2020-08-01 19:39:49,062 - mmaction - INFO - Epoch [33][440/940] lr: 3.848e-01, eta: 8 days, 3:27:30, time: 1.592, data_time: 0.005, memory: 9063, top1_acc: 0.2908, top5_acc: 0.5580, loss_cls: 3.2452, loss: 3.2452, grad_norm: 1.1063 2020-08-01 19:40:21,033 - mmaction - INFO - Epoch [33][460/940] lr: 3.848e-01, eta: 8 days, 3:22:22, time: 1.596, data_time: 0.009, memory: 9063, top1_acc: 0.3059, top5_acc: 0.5617, loss_cls: 3.2123, loss: 3.2123, grad_norm: 1.1207 2020-08-01 19:40:52,543 - mmaction - INFO - Epoch [33][480/940] lr: 3.848e-01, eta: 8 days, 3:17:12, time: 1.579, data_time: 0.006, memory: 9063, top1_acc: 0.3023, top5_acc: 0.5508, loss_cls: 3.2215, loss: 3.2215, grad_norm: 1.1020 2020-08-01 19:41:23,316 - mmaction - INFO - Epoch [33][500/940] lr: 3.848e-01, eta: 8 days, 3:11:56, time: 1.537, data_time: 0.007, memory: 9063, top1_acc: 0.3000, top5_acc: 0.5471, loss_cls: 3.2397, loss: 3.2397, grad_norm: 1.1066 2020-08-01 19:41:55,197 - mmaction - INFO - Epoch [33][520/940] lr: 3.848e-01, eta: 8 days, 3:06:49, time: 1.593, data_time: 0.005, memory: 9063, top1_acc: 0.3020, top5_acc: 0.5520, loss_cls: 3.2232, loss: 3.2232, grad_norm: 1.0950 2020-08-01 19:42:27,685 - mmaction - INFO - Epoch [33][540/940] lr: 3.848e-01, eta: 8 days, 3:01:46, time: 1.627, data_time: 0.008, memory: 9063, top1_acc: 0.3059, top5_acc: 0.5582, loss_cls: 3.2050, loss: 3.2050, grad_norm: 1.0931 2020-08-01 19:42:58,496 - mmaction - INFO - Epoch [33][560/940] lr: 3.848e-01, eta: 8 days, 2:56:32, time: 1.540, data_time: 0.002, memory: 9063, top1_acc: 0.2955, top5_acc: 0.5551, loss_cls: 3.2403, loss: 3.2403, grad_norm: 1.1152 2020-08-01 19:43:31,493 - mmaction - INFO - Epoch [33][580/940] lr: 3.848e-01, eta: 8 days, 2:51:33, time: 1.648, data_time: 0.006, memory: 9063, top1_acc: 0.2977, top5_acc: 0.5453, loss_cls: 3.2676, loss: 3.2676, grad_norm: 1.1213 2020-08-01 19:44:03,244 - mmaction - INFO - Epoch [33][600/940] lr: 3.848e-01, eta: 8 days, 2:46:27, time: 1.589, data_time: 0.005, memory: 9063, top1_acc: 0.3115, top5_acc: 0.5572, loss_cls: 3.2338, loss: 3.2338, grad_norm: 1.0893 2020-08-01 19:44:34,246 - mmaction - INFO - Epoch [33][620/940] lr: 3.848e-01, eta: 8 days, 2:41:15, time: 1.551, data_time: 0.007, memory: 9063, top1_acc: 0.3014, top5_acc: 0.5523, loss_cls: 3.2360, loss: 3.2360, grad_norm: 1.1113 2020-08-01 19:45:06,266 - mmaction - INFO - Epoch [33][640/940] lr: 3.848e-01, eta: 8 days, 2:36:11, time: 1.601, data_time: 0.002, memory: 9063, top1_acc: 0.2975, top5_acc: 0.5508, loss_cls: 3.2529, loss: 3.2529, grad_norm: 1.1157 2020-08-01 19:45:38,573 - mmaction - INFO - Epoch [33][660/940] lr: 3.848e-01, eta: 8 days, 2:31:09, time: 1.615, data_time: 0.002, memory: 9063, top1_acc: 0.3025, top5_acc: 0.5564, loss_cls: 3.2307, loss: 3.2307, grad_norm: 1.0905 2020-08-01 19:46:10,830 - mmaction - INFO - Epoch [33][680/940] lr: 3.848e-01, eta: 8 days, 2:26:06, time: 1.608, data_time: 0.008, memory: 9063, top1_acc: 0.3100, top5_acc: 0.5611, loss_cls: 3.1955, loss: 3.1955, grad_norm: 1.1041 2020-08-01 19:46:42,327 - mmaction - INFO - Epoch [33][700/940] lr: 3.848e-01, eta: 8 days, 2:21:00, time: 1.581, data_time: 0.008, memory: 9063, top1_acc: 0.3035, top5_acc: 0.5469, loss_cls: 3.2598, loss: 3.2598, grad_norm: 1.1201 2020-08-01 19:47:13,502 - mmaction - INFO - Epoch [33][720/940] lr: 3.848e-01, eta: 8 days, 2:15:52, time: 1.558, data_time: 0.005, memory: 9063, top1_acc: 0.3043, top5_acc: 0.5498, loss_cls: 3.2310, loss: 3.2310, grad_norm: 1.0943 2020-08-01 19:47:44,810 - mmaction - INFO - Epoch [33][740/940] lr: 3.848e-01, eta: 8 days, 2:10:45, time: 1.566, data_time: 0.005, memory: 9063, top1_acc: 0.3029, top5_acc: 0.5445, loss_cls: 3.2601, loss: 3.2601, grad_norm: 1.1224 2020-08-01 19:48:17,552 - mmaction - INFO - Epoch [33][760/940] lr: 3.848e-01, eta: 8 days, 2:05:47, time: 1.637, data_time: 0.008, memory: 9063, top1_acc: 0.3076, top5_acc: 0.5564, loss_cls: 3.2250, loss: 3.2250, grad_norm: 1.1042 2020-08-01 19:48:48,851 - mmaction - INFO - Epoch [33][780/940] lr: 3.848e-01, eta: 8 days, 2:00:41, time: 1.566, data_time: 0.005, memory: 9063, top1_acc: 0.3016, top5_acc: 0.5410, loss_cls: 3.2511, loss: 3.2511, grad_norm: 1.0896 2020-08-01 19:49:20,917 - mmaction - INFO - Epoch [33][800/940] lr: 3.848e-01, eta: 8 days, 1:55:39, time: 1.600, data_time: 0.004, memory: 9063, top1_acc: 0.2924, top5_acc: 0.5518, loss_cls: 3.2521, loss: 3.2521, grad_norm: 1.1401 2020-08-01 19:49:52,846 - mmaction - INFO - Epoch [33][820/940] lr: 3.848e-01, eta: 8 days, 1:50:38, time: 1.600, data_time: 0.006, memory: 9063, top1_acc: 0.2957, top5_acc: 0.5510, loss_cls: 3.2171, loss: 3.2171, grad_norm: 1.0800 2020-08-01 19:50:25,209 - mmaction - INFO - Epoch [33][840/940] lr: 3.848e-01, eta: 8 days, 1:45:39, time: 1.613, data_time: 0.007, memory: 9063, top1_acc: 0.2969, top5_acc: 0.5465, loss_cls: 3.2698, loss: 3.2698, grad_norm: 1.1238 2020-08-01 19:50:57,997 - mmaction - INFO - Epoch [33][860/940] lr: 3.848e-01, eta: 8 days, 1:40:44, time: 1.644, data_time: 0.008, memory: 9063, top1_acc: 0.3039, top5_acc: 0.5549, loss_cls: 3.2374, loss: 3.2374, grad_norm: 1.1001 2020-08-01 19:51:29,304 - mmaction - INFO - Epoch [33][880/940] lr: 3.848e-01, eta: 8 days, 1:35:39, time: 1.564, data_time: 0.009, memory: 9063, top1_acc: 0.3053, top5_acc: 0.5654, loss_cls: 3.1883, loss: 3.1883, grad_norm: 1.1101 2020-08-01 19:52:01,167 - mmaction - INFO - Epoch [33][900/940] lr: 3.848e-01, eta: 8 days, 1:30:39, time: 1.595, data_time: 0.005, memory: 9063, top1_acc: 0.3107, top5_acc: 0.5484, loss_cls: 3.2338, loss: 3.2338, grad_norm: 1.0948 2020-08-01 19:52:32,195 - mmaction - INFO - Epoch [33][920/940] lr: 3.848e-01, eta: 8 days, 1:25:33, time: 1.550, data_time: 0.007, memory: 9063, top1_acc: 0.2893, top5_acc: 0.5437, loss_cls: 3.2937, loss: 3.2937, grad_norm: 1.1216 2020-08-01 19:53:03,034 - mmaction - INFO - Epoch [33][940/940] lr: 3.848e-01, eta: 8 days, 1:20:26, time: 1.542, data_time: 0.005, memory: 9063, top1_acc: 0.2967, top5_acc: 0.5534, loss_cls: 3.2225, loss: 3.2225, grad_norm: 1.1014 2020-08-01 20:08:42,609 - mmaction - INFO - Epoch [34][20/940] lr: 3.838e-01, eta: 8 days, 2:57:32, time: 46.957, data_time: 45.464, memory: 9063, top1_acc: 0.3014, top5_acc: 0.5473, loss_cls: 3.2227, loss: 3.2227, grad_norm: 1.0771 2020-08-01 20:09:08,545 - mmaction - INFO - Epoch [34][40/940] lr: 3.838e-01, eta: 8 days, 2:51:50, time: 1.306, data_time: 0.022, memory: 9063, top1_acc: 0.3143, top5_acc: 0.5645, loss_cls: 3.1546, loss: 3.1546, grad_norm: 1.1259 2020-08-01 20:09:37,883 - mmaction - INFO - Epoch [34][60/940] lr: 3.838e-01, eta: 8 days, 2:46:29, time: 1.464, data_time: 0.008, memory: 9063, top1_acc: 0.3080, top5_acc: 0.5586, loss_cls: 3.2020, loss: 3.2020, grad_norm: 1.1203 2020-08-01 20:10:09,233 - mmaction - INFO - Epoch [34][80/940] lr: 3.838e-01, eta: 8 days, 2:41:23, time: 1.570, data_time: 0.007, memory: 9063, top1_acc: 0.3043, top5_acc: 0.5646, loss_cls: 3.2212, loss: 3.2212, grad_norm: 1.1109 2020-08-01 20:10:41,532 - mmaction - INFO - Epoch [34][100/940] lr: 3.838e-01, eta: 8 days, 2:36:22, time: 1.612, data_time: 0.005, memory: 9063, top1_acc: 0.2971, top5_acc: 0.5541, loss_cls: 3.2071, loss: 3.2071, grad_norm: 1.1178 2020-08-01 20:11:13,836 - mmaction - INFO - Epoch [34][120/940] lr: 3.838e-01, eta: 8 days, 2:31:23, time: 1.618, data_time: 0.007, memory: 9063, top1_acc: 0.3021, top5_acc: 0.5512, loss_cls: 3.2190, loss: 3.2190, grad_norm: 1.1226 2020-08-01 20:11:46,317 - mmaction - INFO - Epoch [34][140/940] lr: 3.838e-01, eta: 8 days, 2:26:25, time: 1.623, data_time: 0.006, memory: 9063, top1_acc: 0.3045, top5_acc: 0.5535, loss_cls: 3.2725, loss: 3.2725, grad_norm: 1.0984 2020-08-01 20:12:17,501 - mmaction - INFO - Epoch [34][160/940] lr: 3.838e-01, eta: 8 days, 2:21:19, time: 1.560, data_time: 0.005, memory: 9063, top1_acc: 0.3072, top5_acc: 0.5607, loss_cls: 3.2166, loss: 3.2166, grad_norm: 1.1172 2020-08-01 20:12:50,288 - mmaction - INFO - Epoch [34][180/940] lr: 3.838e-01, eta: 8 days, 2:16:24, time: 1.641, data_time: 0.005, memory: 9063, top1_acc: 0.2973, top5_acc: 0.5578, loss_cls: 3.2254, loss: 3.2254, grad_norm: 1.0985 2020-08-01 20:13:21,535 - mmaction - INFO - Epoch [34][200/940] lr: 3.838e-01, eta: 8 days, 2:11:19, time: 1.562, data_time: 0.002, memory: 9063, top1_acc: 0.3119, top5_acc: 0.5684, loss_cls: 3.1505, loss: 3.1505, grad_norm: 1.1041 2020-08-01 20:13:53,435 - mmaction - INFO - Epoch [34][220/940] lr: 3.838e-01, eta: 8 days, 2:06:18, time: 1.595, data_time: 0.003, memory: 9063, top1_acc: 0.2996, top5_acc: 0.5559, loss_cls: 3.2182, loss: 3.2182, grad_norm: 1.0986 2020-08-01 20:14:25,118 - mmaction - INFO - Epoch [34][240/940] lr: 3.838e-01, eta: 8 days, 2:01:17, time: 1.583, data_time: 0.005, memory: 9063, top1_acc: 0.2992, top5_acc: 0.5545, loss_cls: 3.2180, loss: 3.2180, grad_norm: 1.1115 2020-08-01 20:14:56,306 - mmaction - INFO - Epoch [34][260/940] lr: 3.838e-01, eta: 8 days, 1:56:12, time: 1.559, data_time: 0.005, memory: 9063, top1_acc: 0.3070, top5_acc: 0.5619, loss_cls: 3.1889, loss: 3.1889, grad_norm: 1.1162 2020-08-01 20:15:28,414 - mmaction - INFO - Epoch [34][280/940] lr: 3.838e-01, eta: 8 days, 1:51:14, time: 1.603, data_time: 0.007, memory: 9063, top1_acc: 0.3010, top5_acc: 0.5570, loss_cls: 3.2336, loss: 3.2336, grad_norm: 1.1142 2020-08-01 20:16:00,720 - mmaction - INFO - Epoch [34][300/940] lr: 3.838e-01, eta: 8 days, 1:46:18, time: 1.617, data_time: 0.010, memory: 9063, top1_acc: 0.3033, top5_acc: 0.5508, loss_cls: 3.2325, loss: 3.2325, grad_norm: 1.0980 2020-08-01 20:16:32,113 - mmaction - INFO - Epoch [34][320/940] lr: 3.838e-01, eta: 8 days, 1:41:16, time: 1.571, data_time: 0.005, memory: 9063, top1_acc: 0.3039, top5_acc: 0.5516, loss_cls: 3.2352, loss: 3.2352, grad_norm: 1.1118 2020-08-01 20:17:03,301 - mmaction - INFO - Epoch [34][340/940] lr: 3.838e-01, eta: 8 days, 1:36:12, time: 1.553, data_time: 0.007, memory: 9063, top1_acc: 0.2977, top5_acc: 0.5521, loss_cls: 3.2315, loss: 3.2315, grad_norm: 1.1083 2020-08-01 20:17:35,245 - mmaction - INFO - Epoch [34][360/940] lr: 3.838e-01, eta: 8 days, 1:31:15, time: 1.604, data_time: 0.010, memory: 9063, top1_acc: 0.3053, top5_acc: 0.5498, loss_cls: 3.2337, loss: 3.2337, grad_norm: 1.0967 2020-08-01 20:18:07,425 - mmaction - INFO - Epoch [34][380/940] lr: 3.838e-01, eta: 8 days, 1:26:18, time: 1.604, data_time: 0.006, memory: 9063, top1_acc: 0.3063, top5_acc: 0.5633, loss_cls: 3.2130, loss: 3.2130, grad_norm: 1.0936 2020-08-01 20:18:39,671 - mmaction - INFO - Epoch [34][400/940] lr: 3.838e-01, eta: 8 days, 1:21:24, time: 1.618, data_time: 0.008, memory: 9063, top1_acc: 0.3031, top5_acc: 0.5584, loss_cls: 3.2179, loss: 3.2179, grad_norm: 1.1117 2020-08-01 20:19:11,451 - mmaction - INFO - Epoch [34][420/940] lr: 3.838e-01, eta: 8 days, 1:16:26, time: 1.587, data_time: 0.005, memory: 9063, top1_acc: 0.3088, top5_acc: 0.5471, loss_cls: 3.2623, loss: 3.2623, grad_norm: 1.0984 2020-08-01 20:19:43,581 - mmaction - INFO - Epoch [34][440/940] lr: 3.838e-01, eta: 8 days, 1:11:31, time: 1.609, data_time: 0.006, memory: 9063, top1_acc: 0.2977, top5_acc: 0.5480, loss_cls: 3.2697, loss: 3.2697, grad_norm: 1.1093 2020-08-01 20:20:14,987 - mmaction - INFO - Epoch [34][460/940] lr: 3.838e-01, eta: 8 days, 1:06:31, time: 1.565, data_time: 0.005, memory: 9063, top1_acc: 0.3113, top5_acc: 0.5676, loss_cls: 3.1815, loss: 3.1815, grad_norm: 1.0964 2020-08-01 20:20:46,533 - mmaction - INFO - Epoch [34][480/940] lr: 3.838e-01, eta: 8 days, 1:01:33, time: 1.582, data_time: 0.008, memory: 9063, top1_acc: 0.3078, top5_acc: 0.5598, loss_cls: 3.2096, loss: 3.2096, grad_norm: 1.0966 2020-08-01 20:21:18,882 - mmaction - INFO - Epoch [34][500/940] lr: 3.838e-01, eta: 8 days, 0:56:40, time: 1.617, data_time: 0.008, memory: 9063, top1_acc: 0.2891, top5_acc: 0.5414, loss_cls: 3.3045, loss: 3.3045, grad_norm: 1.1193 2020-08-01 20:21:51,420 - mmaction - INFO - Epoch [34][520/940] lr: 3.838e-01, eta: 8 days, 0:51:49, time: 1.627, data_time: 0.005, memory: 9063, top1_acc: 0.2938, top5_acc: 0.5473, loss_cls: 3.2446, loss: 3.2446, grad_norm: 1.1090 2020-08-01 20:22:24,245 - mmaction - INFO - Epoch [34][540/940] lr: 3.838e-01, eta: 8 days, 0:47:00, time: 1.643, data_time: 0.005, memory: 9063, top1_acc: 0.2986, top5_acc: 0.5521, loss_cls: 3.2460, loss: 3.2460, grad_norm: 1.0972 2020-08-01 20:22:55,817 - mmaction - INFO - Epoch [34][560/940] lr: 3.838e-01, eta: 8 days, 0:42:03, time: 1.577, data_time: 0.007, memory: 9063, top1_acc: 0.3053, top5_acc: 0.5582, loss_cls: 3.2129, loss: 3.2129, grad_norm: 1.1219 2020-08-01 20:23:29,772 - mmaction - INFO - Epoch [34][580/940] lr: 3.838e-01, eta: 8 days, 0:37:22, time: 1.695, data_time: 0.005, memory: 9063, top1_acc: 0.3014, top5_acc: 0.5434, loss_cls: 3.2402, loss: 3.2402, grad_norm: 1.0892 2020-08-01 20:24:01,687 - mmaction - INFO - Epoch [34][600/940] lr: 3.838e-01, eta: 8 days, 0:32:28, time: 1.599, data_time: 0.010, memory: 9063, top1_acc: 0.2930, top5_acc: 0.5457, loss_cls: 3.2612, loss: 3.2612, grad_norm: 1.1409 2020-08-01 20:24:33,444 - mmaction - INFO - Epoch [34][620/940] lr: 3.838e-01, eta: 8 days, 0:27:34, time: 1.589, data_time: 0.005, memory: 9063, top1_acc: 0.2949, top5_acc: 0.5393, loss_cls: 3.3003, loss: 3.3003, grad_norm: 1.1119 2020-08-01 20:25:05,808 - mmaction - INFO - Epoch [34][640/940] lr: 3.838e-01, eta: 8 days, 0:22:44, time: 1.619, data_time: 0.006, memory: 9063, top1_acc: 0.2951, top5_acc: 0.5414, loss_cls: 3.2636, loss: 3.2636, grad_norm: 1.0833 2020-08-01 20:25:38,905 - mmaction - INFO - Epoch [34][660/940] lr: 3.838e-01, eta: 8 days, 0:17:58, time: 1.654, data_time: 0.004, memory: 9063, top1_acc: 0.3021, top5_acc: 0.5521, loss_cls: 3.2406, loss: 3.2406, grad_norm: 1.1095 2020-08-01 20:26:10,466 - mmaction - INFO - Epoch [34][680/940] lr: 3.838e-01, eta: 8 days, 0:13:03, time: 1.577, data_time: 0.010, memory: 9063, top1_acc: 0.2910, top5_acc: 0.5379, loss_cls: 3.3062, loss: 3.3062, grad_norm: 1.1089 2020-08-01 20:26:42,828 - mmaction - INFO - Epoch [34][700/940] lr: 3.838e-01, eta: 8 days, 0:08:14, time: 1.620, data_time: 0.006, memory: 9063, top1_acc: 0.3021, top5_acc: 0.5580, loss_cls: 3.1953, loss: 3.1953, grad_norm: 1.1019 2020-08-01 20:27:15,052 - mmaction - INFO - Epoch [34][720/940] lr: 3.838e-01, eta: 8 days, 0:03:24, time: 1.610, data_time: 0.004, memory: 9063, top1_acc: 0.3082, top5_acc: 0.5557, loss_cls: 3.2282, loss: 3.2282, grad_norm: 1.1045 2020-08-01 20:43:04,657 - mmaction - INFO - Epoch [34][740/940] lr: 3.838e-01, eta: 8 days, 1:39:08, time: 47.482, data_time: 5.792, memory: 9063, top1_acc: 0.2977, top5_acc: 0.5465, loss_cls: 3.2625, loss: 3.2625, grad_norm: 1.1003 2020-08-01 21:36:36,980 - mmaction - INFO - Epoch [34][760/940] lr: 3.838e-01, eta: 8 days, 7:22:33, time: 160.606, data_time: 12.488, memory: 9063, top1_acc: 0.3086, top5_acc: 0.5623, loss_cls: 3.2042, loss: 3.2042, grad_norm: 1.1141 2020-08-01 21:37:01,671 - mmaction - INFO - Epoch [34][780/940] lr: 3.838e-01, eta: 8 days, 7:16:36, time: 1.244, data_time: 0.022, memory: 9063, top1_acc: 0.2939, top5_acc: 0.5408, loss_cls: 3.3022, loss: 3.3022, grad_norm: 1.1140 2020-08-01 22:11:50,312 - mmaction - INFO - Epoch [34][800/940] lr: 3.838e-01, eta: 8 days, 10:56:23, time: 104.428, data_time: 26.042, memory: 9063, top1_acc: 0.3023, top5_acc: 0.5463, loss_cls: 3.2582, loss: 3.2582, grad_norm: 1.0779 2020-08-01 22:12:14,688 - mmaction - INFO - Epoch [34][820/940] lr: 3.838e-01, eta: 8 days, 10:50:14, time: 1.223, data_time: 0.016, memory: 9063, top1_acc: 0.3008, top5_acc: 0.5574, loss_cls: 3.2395, loss: 3.2395, grad_norm: 1.1098 2020-08-01 22:12:40,569 - mmaction - INFO - Epoch [34][840/940] lr: 3.838e-01, eta: 8 days, 10:44:16, time: 1.294, data_time: 0.004, memory: 9063, top1_acc: 0.3010, top5_acc: 0.5557, loss_cls: 3.2022, loss: 3.2022, grad_norm: 1.1004 2020-08-01 22:13:09,347 - mmaction - INFO - Epoch [34][860/940] lr: 3.838e-01, eta: 8 days, 10:38:36, time: 1.436, data_time: 0.007, memory: 9063, top1_acc: 0.3037, top5_acc: 0.5613, loss_cls: 3.1964, loss: 3.1964, grad_norm: 1.1038 2020-08-01 22:44:36,964 - mmaction - INFO - Epoch [34][880/940] lr: 3.838e-01, eta: 8 days, 13:55:41, time: 94.383, data_time: 68.434, memory: 9063, top1_acc: 0.3084, top5_acc: 0.5625, loss_cls: 3.1975, loss: 3.1975, grad_norm: 1.1072 2020-08-01 23:05:27,741 - mmaction - INFO - Epoch [34][900/940] lr: 3.838e-01, eta: 8 days, 16:03:03, time: 62.530, data_time: 0.002, memory: 9063, top1_acc: 0.3043, top5_acc: 0.5568, loss_cls: 3.2210, loss: 3.2210, grad_norm: 1.1043 2020-08-01 23:05:52,960 - mmaction - INFO - Epoch [34][920/940] lr: 3.838e-01, eta: 8 days, 15:56:48, time: 1.269, data_time: 0.018, memory: 9063, top1_acc: 0.3068, top5_acc: 0.5648, loss_cls: 3.2142, loss: 3.2142, grad_norm: 1.1221 2020-08-01 23:06:20,298 - mmaction - INFO - Epoch [34][940/940] lr: 3.838e-01, eta: 8 days, 15:50:46, time: 1.366, data_time: 0.007, memory: 9063, top1_acc: 0.3060, top5_acc: 0.5574, loss_cls: 3.2033, loss: 3.2033, grad_norm: 1.1119 2020-08-01 23:20:22,434 - mmaction - INFO - Epoch [35][20/940] lr: 3.828e-01, eta: 8 days, 17:13:18, time: 42.083, data_time: 27.307, memory: 9063, top1_acc: 0.3064, top5_acc: 0.5479, loss_cls: 3.2161, loss: 3.2161, grad_norm: 1.1014 2020-08-01 23:20:47,653 - mmaction - INFO - Epoch [35][40/940] lr: 3.828e-01, eta: 8 days, 17:07:00, time: 1.263, data_time: 0.006, memory: 9063, top1_acc: 0.2941, top5_acc: 0.5533, loss_cls: 3.2272, loss: 3.2272, grad_norm: 1.1048 2020-08-01 23:21:13,873 - mmaction - INFO - Epoch [35][60/940] lr: 3.828e-01, eta: 8 days, 17:00:48, time: 1.309, data_time: 0.008, memory: 9063, top1_acc: 0.3133, top5_acc: 0.5580, loss_cls: 3.2053, loss: 3.2053, grad_norm: 1.0936 2020-08-01 23:21:41,315 - mmaction - INFO - Epoch [35][80/940] lr: 3.828e-01, eta: 8 days, 16:54:45, time: 1.372, data_time: 0.009, memory: 9063, top1_acc: 0.3029, top5_acc: 0.5582, loss_cls: 3.2177, loss: 3.2177, grad_norm: 1.1100 2020-08-01 23:22:10,409 - mmaction - INFO - Epoch [35][100/940] lr: 3.828e-01, eta: 8 days, 16:48:54, time: 1.457, data_time: 0.008, memory: 9063, top1_acc: 0.3115, top5_acc: 0.5578, loss_cls: 3.1987, loss: 3.1987, grad_norm: 1.1174 2020-08-01 23:22:40,212 - mmaction - INFO - Epoch [35][120/940] lr: 3.828e-01, eta: 8 days, 16:43:07, time: 1.490, data_time: 0.004, memory: 9063, top1_acc: 0.2980, top5_acc: 0.5574, loss_cls: 3.2130, loss: 3.2130, grad_norm: 1.0865 2020-08-01 23:23:09,618 - mmaction - INFO - Epoch [35][140/940] lr: 3.828e-01, eta: 8 days, 16:37:17, time: 1.468, data_time: 0.004, memory: 9063, top1_acc: 0.2990, top5_acc: 0.5561, loss_cls: 3.2253, loss: 3.2253, grad_norm: 1.1035 2020-08-01 23:23:39,774 - mmaction - INFO - Epoch [35][160/940] lr: 3.828e-01, eta: 8 days, 16:31:34, time: 1.510, data_time: 0.006, memory: 9063, top1_acc: 0.3086, top5_acc: 0.5598, loss_cls: 3.1731, loss: 3.1731, grad_norm: 1.0993 2020-08-01 23:24:09,943 - mmaction - INFO - Epoch [35][180/940] lr: 3.828e-01, eta: 8 days, 16:25:50, time: 1.506, data_time: 0.007, memory: 9063, top1_acc: 0.2939, top5_acc: 0.5477, loss_cls: 3.2648, loss: 3.2648, grad_norm: 1.1330 2020-08-01 23:24:40,697 - mmaction - INFO - Epoch [35][200/940] lr: 3.828e-01, eta: 8 days, 16:20:11, time: 1.540, data_time: 0.008, memory: 9063, top1_acc: 0.3051, top5_acc: 0.5631, loss_cls: 3.2099, loss: 3.2099, grad_norm: 1.1029 2020-08-01 23:25:11,906 - mmaction - INFO - Epoch [35][220/940] lr: 3.828e-01, eta: 8 days, 16:14:35, time: 1.560, data_time: 0.002, memory: 9063, top1_acc: 0.3133, top5_acc: 0.5551, loss_cls: 3.2105, loss: 3.2105, grad_norm: 1.1220 2020-08-01 23:25:44,599 - mmaction - INFO - Epoch [35][240/940] lr: 3.828e-01, eta: 8 days, 16:09:09, time: 1.635, data_time: 0.006, memory: 9063, top1_acc: 0.3023, top5_acc: 0.5635, loss_cls: 3.2006, loss: 3.2006, grad_norm: 1.1286 2020-08-01 23:26:15,622 - mmaction - INFO - Epoch [35][260/940] lr: 3.828e-01, eta: 8 days, 16:03:33, time: 1.550, data_time: 0.005, memory: 9063, top1_acc: 0.3008, top5_acc: 0.5457, loss_cls: 3.2535, loss: 3.2535, grad_norm: 1.1009 2020-08-01 23:26:46,822 - mmaction - INFO - Epoch [35][280/940] lr: 3.828e-01, eta: 8 days, 15:57:58, time: 1.561, data_time: 0.006, memory: 9063, top1_acc: 0.3131, top5_acc: 0.5508, loss_cls: 3.2274, loss: 3.2274, grad_norm: 1.0940 2020-08-01 23:27:19,126 - mmaction - INFO - Epoch [35][300/940] lr: 3.828e-01, eta: 8 days, 15:52:31, time: 1.614, data_time: 0.009, memory: 9063, top1_acc: 0.3059, top5_acc: 0.5586, loss_cls: 3.2214, loss: 3.2214, grad_norm: 1.1148 2020-08-01 23:27:50,484 - mmaction - INFO - Epoch [35][320/940] lr: 3.828e-01, eta: 8 days, 15:46:58, time: 1.570, data_time: 0.005, memory: 9063, top1_acc: 0.3045, top5_acc: 0.5594, loss_cls: 3.2007, loss: 3.2007, grad_norm: 1.1034 2020-08-01 23:28:22,392 - mmaction - INFO - Epoch [35][340/940] lr: 3.828e-01, eta: 8 days, 15:41:29, time: 1.594, data_time: 0.005, memory: 9063, top1_acc: 0.3045, top5_acc: 0.5600, loss_cls: 3.2063, loss: 3.2063, grad_norm: 1.1156 2020-08-01 23:28:54,922 - mmaction - INFO - Epoch [35][360/940] lr: 3.828e-01, eta: 8 days, 15:36:04, time: 1.628, data_time: 0.005, memory: 9063, top1_acc: 0.3057, top5_acc: 0.5695, loss_cls: 3.1863, loss: 3.1863, grad_norm: 1.0956 2020-08-01 23:29:26,387 - mmaction - INFO - Epoch [35][380/940] lr: 3.828e-01, eta: 8 days, 15:30:33, time: 1.572, data_time: 0.005, memory: 9063, top1_acc: 0.2977, top5_acc: 0.5535, loss_cls: 3.2495, loss: 3.2495, grad_norm: 1.1052 2020-08-01 23:29:58,167 - mmaction - INFO - Epoch [35][400/940] lr: 3.828e-01, eta: 8 days, 15:25:03, time: 1.586, data_time: 0.005, memory: 9063, top1_acc: 0.3012, top5_acc: 0.5625, loss_cls: 3.1969, loss: 3.1969, grad_norm: 1.0853 2020-08-01 23:30:29,727 - mmaction - INFO - Epoch [35][420/940] lr: 3.828e-01, eta: 8 days, 15:19:34, time: 1.581, data_time: 0.009, memory: 9063, top1_acc: 0.3020, top5_acc: 0.5477, loss_cls: 3.2355, loss: 3.2355, grad_norm: 1.1183 2020-08-01 23:31:02,025 - mmaction - INFO - Epoch [35][440/940] lr: 3.828e-01, eta: 8 days, 15:14:09, time: 1.616, data_time: 0.004, memory: 9063, top1_acc: 0.2990, top5_acc: 0.5375, loss_cls: 3.2758, loss: 3.2758, grad_norm: 1.1042 2020-08-01 23:31:34,039 - mmaction - INFO - Epoch [35][460/940] lr: 3.828e-01, eta: 8 days, 15:08:43, time: 1.599, data_time: 0.007, memory: 9063, top1_acc: 0.3086, top5_acc: 0.5596, loss_cls: 3.1882, loss: 3.1882, grad_norm: 1.0946 2020-08-01 23:32:05,403 - mmaction - INFO - Epoch [35][480/940] lr: 3.828e-01, eta: 8 days, 15:03:13, time: 1.570, data_time: 0.007, memory: 9063, top1_acc: 0.3008, top5_acc: 0.5541, loss_cls: 3.2361, loss: 3.2361, grad_norm: 1.1175 2020-08-01 23:32:37,907 - mmaction - INFO - Epoch [35][500/940] lr: 3.828e-01, eta: 8 days, 14:57:50, time: 1.623, data_time: 0.005, memory: 9063, top1_acc: 0.3016, top5_acc: 0.5598, loss_cls: 3.2207, loss: 3.2207, grad_norm: 1.0928 2020-08-01 23:33:09,874 - mmaction - INFO - Epoch [35][520/940] lr: 3.828e-01, eta: 8 days, 14:52:25, time: 1.599, data_time: 0.005, memory: 9063, top1_acc: 0.3064, top5_acc: 0.5541, loss_cls: 3.2281, loss: 3.2281, grad_norm: 1.1143 2020-08-01 23:33:42,882 - mmaction - INFO - Epoch [35][540/940] lr: 3.828e-01, eta: 8 days, 14:47:07, time: 1.650, data_time: 0.005, memory: 9063, top1_acc: 0.3010, top5_acc: 0.5535, loss_cls: 3.2305, loss: 3.2305, grad_norm: 1.1189 2020-08-01 23:34:15,132 - mmaction - INFO - Epoch [35][560/940] lr: 3.828e-01, eta: 8 days, 14:41:44, time: 1.612, data_time: 0.005, memory: 9063, top1_acc: 0.3055, top5_acc: 0.5482, loss_cls: 3.2649, loss: 3.2649, grad_norm: 1.0853 2020-08-01 23:34:47,270 - mmaction - INFO - Epoch [35][580/940] lr: 3.828e-01, eta: 8 days, 14:36:20, time: 1.601, data_time: 0.004, memory: 9063, top1_acc: 0.3119, top5_acc: 0.5586, loss_cls: 3.2066, loss: 3.2066, grad_norm: 1.1002 2020-08-01 23:35:20,820 - mmaction - INFO - Epoch [35][600/940] lr: 3.828e-01, eta: 8 days, 14:31:06, time: 1.680, data_time: 0.011, memory: 9063, top1_acc: 0.2992, top5_acc: 0.5391, loss_cls: 3.2847, loss: 3.2847, grad_norm: 1.1162 2020-08-01 23:35:52,717 - mmaction - INFO - Epoch [35][620/940] lr: 3.828e-01, eta: 8 days, 14:25:42, time: 1.598, data_time: 0.008, memory: 9063, top1_acc: 0.3080, top5_acc: 0.5658, loss_cls: 3.2004, loss: 3.2004, grad_norm: 1.0905 2020-08-01 23:36:25,080 - mmaction - INFO - Epoch [35][640/940] lr: 3.828e-01, eta: 8 days, 14:20:21, time: 1.617, data_time: 0.009, memory: 9063, top1_acc: 0.3104, top5_acc: 0.5623, loss_cls: 3.1773, loss: 3.1773, grad_norm: 1.1420 2020-08-01 23:36:56,652 - mmaction - INFO - Epoch [35][660/940] lr: 3.828e-01, eta: 8 days, 14:14:56, time: 1.580, data_time: 0.007, memory: 9063, top1_acc: 0.3033, top5_acc: 0.5543, loss_cls: 3.2195, loss: 3.2195, grad_norm: 1.1167 2020-08-01 23:37:28,930 - mmaction - INFO - Epoch [35][680/940] lr: 3.828e-01, eta: 8 days, 14:09:35, time: 1.612, data_time: 0.005, memory: 9063, top1_acc: 0.3041, top5_acc: 0.5576, loss_cls: 3.2200, loss: 3.2200, grad_norm: 1.1068 2020-08-01 23:38:01,546 - mmaction - INFO - Epoch [35][700/940] lr: 3.828e-01, eta: 8 days, 14:04:18, time: 1.633, data_time: 0.007, memory: 9063, top1_acc: 0.2982, top5_acc: 0.5531, loss_cls: 3.2580, loss: 3.2580, grad_norm: 1.1055 2020-08-01 23:38:33,197 - mmaction - INFO - Epoch [35][720/940] lr: 3.828e-01, eta: 8 days, 13:58:53, time: 1.580, data_time: 0.004, memory: 9063, top1_acc: 0.3082, top5_acc: 0.5602, loss_cls: 3.2112, loss: 3.2112, grad_norm: 1.1234 2020-08-01 23:39:04,740 - mmaction - INFO - Epoch [35][740/940] lr: 3.828e-01, eta: 8 days, 13:53:29, time: 1.579, data_time: 0.005, memory: 9063, top1_acc: 0.2924, top5_acc: 0.5461, loss_cls: 3.2543, loss: 3.2543, grad_norm: 1.0962 2020-08-01 23:39:37,065 - mmaction - INFO - Epoch [35][760/940] lr: 3.828e-01, eta: 8 days, 13:48:10, time: 1.615, data_time: 0.005, memory: 9063, top1_acc: 0.3063, top5_acc: 0.5570, loss_cls: 3.1969, loss: 3.1969, grad_norm: 1.1133 2020-08-01 23:40:08,552 - mmaction - INFO - Epoch [35][780/940] lr: 3.828e-01, eta: 8 days, 13:42:46, time: 1.573, data_time: 0.006, memory: 9063, top1_acc: 0.3078, top5_acc: 0.5582, loss_cls: 3.2158, loss: 3.2158, grad_norm: 1.1124 2020-08-01 23:40:42,114 - mmaction - INFO - Epoch [35][800/940] lr: 3.828e-01, eta: 8 days, 13:37:36, time: 1.680, data_time: 0.005, memory: 9063, top1_acc: 0.3131, top5_acc: 0.5695, loss_cls: 3.1561, loss: 3.1561, grad_norm: 1.1042 2020-08-01 23:41:14,118 - mmaction - INFO - Epoch [35][820/940] lr: 3.828e-01, eta: 8 days, 13:32:16, time: 1.599, data_time: 0.005, memory: 9063, top1_acc: 0.2967, top5_acc: 0.5494, loss_cls: 3.2740, loss: 3.2740, grad_norm: 1.1111 2020-08-01 23:41:46,099 - mmaction - INFO - Epoch [35][840/940] lr: 3.828e-01, eta: 8 days, 13:26:57, time: 1.601, data_time: 0.005, memory: 9063, top1_acc: 0.3049, top5_acc: 0.5588, loss_cls: 3.2111, loss: 3.2111, grad_norm: 1.1017 2020-08-01 23:42:18,199 - mmaction - INFO - Epoch [35][860/940] lr: 3.828e-01, eta: 8 days, 13:21:38, time: 1.603, data_time: 0.005, memory: 9063, top1_acc: 0.2891, top5_acc: 0.5525, loss_cls: 3.2145, loss: 3.2145, grad_norm: 1.1076 2020-08-01 23:42:49,356 - mmaction - INFO - Epoch [35][880/940] lr: 3.828e-01, eta: 8 days, 13:16:14, time: 1.559, data_time: 0.006, memory: 9063, top1_acc: 0.2963, top5_acc: 0.5541, loss_cls: 3.2337, loss: 3.2337, grad_norm: 1.1090 2020-08-01 23:43:21,289 - mmaction - INFO - Epoch [35][900/940] lr: 3.828e-01, eta: 8 days, 13:10:54, time: 1.594, data_time: 0.005, memory: 9063, top1_acc: 0.3014, top5_acc: 0.5564, loss_cls: 3.2341, loss: 3.2341, grad_norm: 1.0995 2020-08-01 23:43:53,006 - mmaction - INFO - Epoch [35][920/940] lr: 3.828e-01, eta: 8 days, 13:05:35, time: 1.586, data_time: 0.009, memory: 9063, top1_acc: 0.2992, top5_acc: 0.5527, loss_cls: 3.2174, loss: 3.2174, grad_norm: 1.0939 2020-08-01 23:44:23,197 - mmaction - INFO - Epoch [35][940/940] lr: 3.828e-01, eta: 8 days, 13:00:06, time: 1.514, data_time: 0.007, memory: 9063, top1_acc: 0.3026, top5_acc: 0.5505, loss_cls: 3.2328, loss: 3.2328, grad_norm: 1.1114 2020-08-01 23:54:16,621 - mmaction - INFO - Epoch [36][20/940] lr: 3.818e-01, eta: 8 days, 13:53:48, time: 29.650, data_time: 28.372, memory: 9063, top1_acc: 0.3072, top5_acc: 0.5588, loss_cls: 3.2450, loss: 3.2450, grad_norm: 1.1116 2020-08-01 23:54:41,847 - mmaction - INFO - Epoch [36][40/940] lr: 3.818e-01, eta: 8 days, 13:47:47, time: 1.266, data_time: 0.007, memory: 9063, top1_acc: 0.3160, top5_acc: 0.5637, loss_cls: 3.1415, loss: 3.1415, grad_norm: 1.1079 2020-08-01 23:55:08,814 - mmaction - INFO - Epoch [36][60/940] lr: 3.818e-01, eta: 8 days, 13:41:56, time: 1.348, data_time: 0.002, memory: 9063, top1_acc: 0.3084, top5_acc: 0.5621, loss_cls: 3.1616, loss: 3.1616, grad_norm: 1.1078 2020-08-01 23:55:35,450 - mmaction - INFO - Epoch [36][80/940] lr: 3.818e-01, eta: 8 days, 13:36:03, time: 1.330, data_time: 0.003, memory: 9063, top1_acc: 0.3088, top5_acc: 0.5615, loss_cls: 3.1686, loss: 3.1686, grad_norm: 1.1336 2020-08-02 00:26:47,716 - mmaction - INFO - Epoch [36][100/940] lr: 3.818e-01, eta: 8 days, 16:43:42, time: 93.605, data_time: 92.145, memory: 9063, top1_acc: 0.2994, top5_acc: 0.5535, loss_cls: 3.2314, loss: 3.2314, grad_norm: 1.1111 2020-08-02 00:27:12,515 - mmaction - INFO - Epoch [36][120/940] lr: 3.818e-01, eta: 8 days, 16:37:32, time: 1.250, data_time: 0.021, memory: 9063, top1_acc: 0.3031, top5_acc: 0.5535, loss_cls: 3.2227, loss: 3.2227, grad_norm: 1.1047 2020-08-02 00:27:39,295 - mmaction - INFO - Epoch [36][140/940] lr: 3.818e-01, eta: 8 days, 16:31:33, time: 1.338, data_time: 0.008, memory: 9063, top1_acc: 0.3123, top5_acc: 0.5566, loss_cls: 3.1842, loss: 3.1842, grad_norm: 1.1012 2020-08-02 00:28:08,579 - mmaction - INFO - Epoch [36][160/940] lr: 3.818e-01, eta: 8 days, 16:25:51, time: 1.464, data_time: 0.005, memory: 9063, top1_acc: 0.3078, top5_acc: 0.5605, loss_cls: 3.2020, loss: 3.2020, grad_norm: 1.1309 2020-08-02 00:28:38,811 - mmaction - INFO - Epoch [36][180/940] lr: 3.818e-01, eta: 8 days, 16:20:15, time: 1.513, data_time: 0.005, memory: 9063, top1_acc: 0.3035, top5_acc: 0.5498, loss_cls: 3.2450, loss: 3.2450, grad_norm: 1.1224 2020-08-02 00:29:09,492 - mmaction - INFO - Epoch [36][200/940] lr: 3.818e-01, eta: 8 days, 16:14:41, time: 1.532, data_time: 0.004, memory: 9063, top1_acc: 0.3115, top5_acc: 0.5695, loss_cls: 3.1737, loss: 3.1737, grad_norm: 1.0974 2020-08-02 00:29:41,708 - mmaction - INFO - Epoch [36][220/940] lr: 3.818e-01, eta: 8 days, 16:09:19, time: 1.612, data_time: 0.005, memory: 9063, top1_acc: 0.3045, top5_acc: 0.5701, loss_cls: 3.1968, loss: 3.1968, grad_norm: 1.1442 2020-08-02 00:30:12,962 - mmaction - INFO - Epoch [36][240/940] lr: 3.818e-01, eta: 8 days, 16:03:50, time: 1.561, data_time: 0.005, memory: 9063, top1_acc: 0.2959, top5_acc: 0.5520, loss_cls: 3.2036, loss: 3.2036, grad_norm: 1.1067 2020-08-02 00:30:44,792 - mmaction - INFO - Epoch [36][260/940] lr: 3.818e-01, eta: 8 days, 15:58:25, time: 1.594, data_time: 0.006, memory: 9063, top1_acc: 0.2949, top5_acc: 0.5518, loss_cls: 3.2323, loss: 3.2323, grad_norm: 1.1249 2020-08-02 00:31:18,231 - mmaction - INFO - Epoch [36][280/940] lr: 3.818e-01, eta: 8 days, 15:53:10, time: 1.669, data_time: 0.004, memory: 9063, top1_acc: 0.3143, top5_acc: 0.5621, loss_cls: 3.1898, loss: 3.1898, grad_norm: 1.1099 2020-08-02 00:31:51,238 - mmaction - INFO - Epoch [36][300/940] lr: 3.818e-01, eta: 8 days, 15:47:54, time: 1.653, data_time: 0.007, memory: 9063, top1_acc: 0.3084, top5_acc: 0.5521, loss_cls: 3.2231, loss: 3.2231, grad_norm: 1.1081 2020-08-02 00:32:24,161 - mmaction - INFO - Epoch [36][320/940] lr: 3.818e-01, eta: 8 days, 15:42:37, time: 1.644, data_time: 0.007, memory: 9063, top1_acc: 0.3029, top5_acc: 0.5582, loss_cls: 3.2061, loss: 3.2061, grad_norm: 1.0934 2020-08-02 00:32:56,503 - mmaction - INFO - Epoch [36][340/940] lr: 3.818e-01, eta: 8 days, 15:37:17, time: 1.619, data_time: 0.007, memory: 9063, top1_acc: 0.3012, top5_acc: 0.5498, loss_cls: 3.2659, loss: 3.2659, grad_norm: 1.1127 2020-08-02 00:33:29,273 - mmaction - INFO - Epoch [36][360/940] lr: 3.818e-01, eta: 8 days, 15:32:00, time: 1.637, data_time: 0.005, memory: 9063, top1_acc: 0.2904, top5_acc: 0.5566, loss_cls: 3.2182, loss: 3.2182, grad_norm: 1.1279 2020-08-02 00:34:01,659 - mmaction - INFO - Epoch [36][380/940] lr: 3.818e-01, eta: 8 days, 15:26:40, time: 1.620, data_time: 0.008, memory: 9063, top1_acc: 0.3100, top5_acc: 0.5535, loss_cls: 3.2174, loss: 3.2174, grad_norm: 1.1277 2020-08-02 00:34:34,107 - mmaction - INFO - Epoch [36][400/940] lr: 3.818e-01, eta: 8 days, 15:21:22, time: 1.623, data_time: 0.006, memory: 9063, top1_acc: 0.3078, top5_acc: 0.5529, loss_cls: 3.2245, loss: 3.2245, grad_norm: 1.1046 2020-08-02 00:35:07,203 - mmaction - INFO - Epoch [36][420/940] lr: 3.818e-01, eta: 8 days, 15:16:08, time: 1.654, data_time: 0.002, memory: 9063, top1_acc: 0.3039, top5_acc: 0.5553, loss_cls: 3.2242, loss: 3.2242, grad_norm: 1.1013 2020-08-02 00:35:40,659 - mmaction - INFO - Epoch [36][440/940] lr: 3.818e-01, eta: 8 days, 15:10:56, time: 1.673, data_time: 0.003, memory: 9063, top1_acc: 0.3053, top5_acc: 0.5719, loss_cls: 3.1852, loss: 3.1852, grad_norm: 1.1012 2020-08-02 00:36:14,357 - mmaction - INFO - Epoch [36][460/940] lr: 3.818e-01, eta: 8 days, 15:05:46, time: 1.682, data_time: 0.005, memory: 9063, top1_acc: 0.3197, top5_acc: 0.5631, loss_cls: 3.1755, loss: 3.1755, grad_norm: 1.1111 2020-08-02 00:36:47,272 - mmaction - INFO - Epoch [36][480/940] lr: 3.818e-01, eta: 8 days, 15:00:32, time: 1.648, data_time: 0.006, memory: 9063, top1_acc: 0.2992, top5_acc: 0.5512, loss_cls: 3.2522, loss: 3.2522, grad_norm: 1.1192 2020-08-02 00:37:21,423 - mmaction - INFO - Epoch [36][500/940] lr: 3.818e-01, eta: 8 days, 14:55:26, time: 1.704, data_time: 0.008, memory: 9063, top1_acc: 0.3131, top5_acc: 0.5650, loss_cls: 3.1901, loss: 3.1901, grad_norm: 1.0947 2020-08-02 00:37:54,376 - mmaction - INFO - Epoch [36][520/940] lr: 3.818e-01, eta: 8 days, 14:50:13, time: 1.651, data_time: 0.007, memory: 9063, top1_acc: 0.3072, top5_acc: 0.5564, loss_cls: 3.2127, loss: 3.2127, grad_norm: 1.1114 2020-08-02 00:38:27,722 - mmaction - INFO - Epoch [36][540/940] lr: 3.818e-01, eta: 8 days, 14:45:02, time: 1.662, data_time: 0.005, memory: 9063, top1_acc: 0.3129, top5_acc: 0.5645, loss_cls: 3.1616, loss: 3.1616, grad_norm: 1.1140 2020-08-02 00:39:01,472 - mmaction - INFO - Epoch [36][560/940] lr: 3.818e-01, eta: 8 days, 14:39:54, time: 1.690, data_time: 0.009, memory: 9063, top1_acc: 0.3076, top5_acc: 0.5572, loss_cls: 3.1901, loss: 3.1901, grad_norm: 1.1007 2020-08-02 00:39:34,731 - mmaction - INFO - Epoch [36][580/940] lr: 3.818e-01, eta: 8 days, 14:34:44, time: 1.665, data_time: 0.008, memory: 9063, top1_acc: 0.3049, top5_acc: 0.5609, loss_cls: 3.1975, loss: 3.1975, grad_norm: 1.1276 2020-08-02 00:40:07,664 - mmaction - INFO - Epoch [36][600/940] lr: 3.818e-01, eta: 8 days, 14:29:32, time: 1.647, data_time: 0.006, memory: 9063, top1_acc: 0.2932, top5_acc: 0.5508, loss_cls: 3.2856, loss: 3.2856, grad_norm: 1.1282 2020-08-02 00:40:41,725 - mmaction - INFO - Epoch [36][620/940] lr: 3.818e-01, eta: 8 days, 14:24:27, time: 1.705, data_time: 0.003, memory: 9063, top1_acc: 0.3031, top5_acc: 0.5508, loss_cls: 3.2116, loss: 3.2116, grad_norm: 1.1065 2020-08-02 00:41:15,402 - mmaction - INFO - Epoch [36][640/940] lr: 3.818e-01, eta: 8 days, 14:19:20, time: 1.680, data_time: 0.005, memory: 9063, top1_acc: 0.3021, top5_acc: 0.5543, loss_cls: 3.2037, loss: 3.2037, grad_norm: 1.1075 2020-08-02 00:41:48,231 - mmaction - INFO - Epoch [36][660/940] lr: 3.818e-01, eta: 8 days, 14:14:09, time: 1.645, data_time: 0.007, memory: 9063, top1_acc: 0.3066, top5_acc: 0.5578, loss_cls: 3.2291, loss: 3.2291, grad_norm: 1.1250 2020-08-02 00:42:21,141 - mmaction - INFO - Epoch [36][680/940] lr: 3.818e-01, eta: 8 days, 14:08:58, time: 1.645, data_time: 0.005, memory: 9063, top1_acc: 0.2963, top5_acc: 0.5492, loss_cls: 3.2463, loss: 3.2463, grad_norm: 1.1141 2020-08-02 00:42:54,498 - mmaction - INFO - Epoch [36][700/940] lr: 3.818e-01, eta: 8 days, 14:03:50, time: 1.669, data_time: 0.005, memory: 9063, top1_acc: 0.3064, top5_acc: 0.5453, loss_cls: 3.2498, loss: 3.2498, grad_norm: 1.0997 2020-08-02 00:43:28,000 - mmaction - INFO - Epoch [36][720/940] lr: 3.818e-01, eta: 8 days, 13:58:43, time: 1.674, data_time: 0.005, memory: 9063, top1_acc: 0.3070, top5_acc: 0.5605, loss_cls: 3.1782, loss: 3.1782, grad_norm: 1.1141 2020-08-02 00:44:00,468 - mmaction - INFO - Epoch [36][740/940] lr: 3.818e-01, eta: 8 days, 13:53:31, time: 1.624, data_time: 0.005, memory: 9063, top1_acc: 0.3037, top5_acc: 0.5553, loss_cls: 3.2115, loss: 3.2115, grad_norm: 1.1129 2020-08-02 00:44:33,968 - mmaction - INFO - Epoch [36][760/940] lr: 3.818e-01, eta: 8 days, 13:48:25, time: 1.675, data_time: 0.005, memory: 9063, top1_acc: 0.3027, top5_acc: 0.5494, loss_cls: 3.2622, loss: 3.2622, grad_norm: 1.1142 2020-08-02 00:45:07,785 - mmaction - INFO - Epoch [36][780/940] lr: 3.818e-01, eta: 8 days, 13:43:21, time: 1.692, data_time: 0.002, memory: 9063, top1_acc: 0.3104, top5_acc: 0.5645, loss_cls: 3.2145, loss: 3.2145, grad_norm: 1.0974 2020-08-02 00:45:42,231 - mmaction - INFO - Epoch [36][800/940] lr: 3.818e-01, eta: 8 days, 13:38:21, time: 1.722, data_time: 0.002, memory: 9063, top1_acc: 0.2889, top5_acc: 0.5428, loss_cls: 3.3349, loss: 3.3349, grad_norm: 1.1298 2020-08-02 00:46:15,056 - mmaction - INFO - Epoch [36][820/940] lr: 3.818e-01, eta: 8 days, 13:33:12, time: 1.639, data_time: 0.007, memory: 9063, top1_acc: 0.2941, top5_acc: 0.5529, loss_cls: 3.2287, loss: 3.2287, grad_norm: 1.0789 2020-08-02 00:46:49,139 - mmaction - INFO - Epoch [36][840/940] lr: 3.818e-01, eta: 8 days, 13:28:11, time: 1.706, data_time: 0.005, memory: 9063, top1_acc: 0.3104, top5_acc: 0.5691, loss_cls: 3.1794, loss: 3.1794, grad_norm: 1.1142 2020-08-02 00:47:22,139 - mmaction - INFO - Epoch [36][860/940] lr: 3.818e-01, eta: 8 days, 13:23:03, time: 1.644, data_time: 0.005, memory: 9063, top1_acc: 0.3033, top5_acc: 0.5566, loss_cls: 3.2243, loss: 3.2243, grad_norm: 1.1320 2020-08-02 00:47:55,480 - mmaction - INFO - Epoch [36][880/940] lr: 3.818e-01, eta: 8 days, 13:17:59, time: 1.672, data_time: 0.008, memory: 9063, top1_acc: 0.2945, top5_acc: 0.5533, loss_cls: 3.2479, loss: 3.2479, grad_norm: 1.1263 2020-08-02 00:48:27,912 - mmaction - INFO - Epoch [36][900/940] lr: 3.818e-01, eta: 8 days, 13:12:48, time: 1.621, data_time: 0.005, memory: 9063, top1_acc: 0.3109, top5_acc: 0.5641, loss_cls: 3.1784, loss: 3.1784, grad_norm: 1.1246 2020-08-02 00:49:00,688 - mmaction - INFO - Epoch [36][920/940] lr: 3.818e-01, eta: 8 days, 13:07:41, time: 1.640, data_time: 0.006, memory: 9063, top1_acc: 0.3045, top5_acc: 0.5539, loss_cls: 3.2423, loss: 3.2423, grad_norm: 1.1275 2020-08-02 00:49:33,123 - mmaction - INFO - Epoch [36][940/940] lr: 3.818e-01, eta: 8 days, 13:02:30, time: 1.617, data_time: 0.007, memory: 9063, top1_acc: 0.3066, top5_acc: 0.5511, loss_cls: 3.2401, loss: 3.2401, grad_norm: 1.1089 2020-08-02 00:49:33,425 - mmaction - INFO - Saving checkpoint at 36 epochs 2020-08-02 01:19:54,214 - mmaction - INFO - Epoch [37][20/940] lr: 3.808e-01, eta: 8 days, 15:59:10, time: 90.939, data_time: 89.491, memory: 9063, top1_acc: 0.3080, top5_acc: 0.5498, loss_cls: 3.2214, loss: 3.2214, grad_norm: 1.1104 2020-08-02 01:20:19,307 - mmaction - INFO - Epoch [37][40/940] lr: 3.808e-01, eta: 8 days, 15:53:10, time: 1.262, data_time: 0.021, memory: 9063, top1_acc: 0.3049, top5_acc: 0.5666, loss_cls: 3.1740, loss: 3.1740, grad_norm: 1.1292 2020-08-02 01:20:45,593 - mmaction - INFO - Epoch [37][60/940] lr: 3.808e-01, eta: 8 days, 15:47:16, time: 1.315, data_time: 0.003, memory: 9063, top1_acc: 0.3057, top5_acc: 0.5570, loss_cls: 3.2002, loss: 3.2002, grad_norm: 1.1157 2020-08-02 01:21:13,177 - mmaction - INFO - Epoch [37][80/940] lr: 3.808e-01, eta: 8 days, 15:41:30, time: 1.375, data_time: 0.005, memory: 9063, top1_acc: 0.3029, top5_acc: 0.5613, loss_cls: 3.1918, loss: 3.1918, grad_norm: 1.1074 2020-08-02 01:21:42,015 - mmaction - INFO - Epoch [37][100/940] lr: 3.808e-01, eta: 8 days, 15:35:54, time: 1.446, data_time: 0.007, memory: 9063, top1_acc: 0.2938, top5_acc: 0.5533, loss_cls: 3.2529, loss: 3.2529, grad_norm: 1.1341 2020-08-02 01:22:12,057 - mmaction - INFO - Epoch [37][120/940] lr: 3.808e-01, eta: 8 days, 15:30:24, time: 1.501, data_time: 0.005, memory: 9063, top1_acc: 0.3096, top5_acc: 0.5611, loss_cls: 3.1897, loss: 3.1897, grad_norm: 1.1067 2020-08-02 01:22:43,371 - mmaction - INFO - Epoch [37][140/940] lr: 3.808e-01, eta: 8 days, 15:25:02, time: 1.566, data_time: 0.005, memory: 9063, top1_acc: 0.3070, top5_acc: 0.5512, loss_cls: 3.2372, loss: 3.2372, grad_norm: 1.1195 2020-08-02 01:23:14,389 - mmaction - INFO - Epoch [37][160/940] lr: 3.808e-01, eta: 8 days, 15:19:40, time: 1.551, data_time: 0.005, memory: 9063, top1_acc: 0.3066, top5_acc: 0.5652, loss_cls: 3.1847, loss: 3.1847, grad_norm: 1.0917 2020-08-02 01:23:45,345 - mmaction - INFO - Epoch [37][180/940] lr: 3.808e-01, eta: 8 days, 15:14:17, time: 1.549, data_time: 0.006, memory: 9063, top1_acc: 0.3088, top5_acc: 0.5621, loss_cls: 3.1872, loss: 3.1872, grad_norm: 1.1038 2020-08-02 01:24:17,108 - mmaction - INFO - Epoch [37][200/940] lr: 3.808e-01, eta: 8 days, 15:08:59, time: 1.586, data_time: 0.005, memory: 9063, top1_acc: 0.3049, top5_acc: 0.5660, loss_cls: 3.1950, loss: 3.1950, grad_norm: 1.1169 2020-08-02 01:24:48,635 - mmaction - INFO - Epoch [37][220/940] lr: 3.808e-01, eta: 8 days, 15:03:40, time: 1.576, data_time: 0.006, memory: 9063, top1_acc: 0.3000, top5_acc: 0.5535, loss_cls: 3.2217, loss: 3.2217, grad_norm: 1.1246 2020-08-02 01:25:19,871 - mmaction - INFO - Epoch [37][240/940] lr: 3.808e-01, eta: 8 days, 14:58:20, time: 1.563, data_time: 0.008, memory: 9063, top1_acc: 0.3000, top5_acc: 0.5568, loss_cls: 3.2263, loss: 3.2263, grad_norm: 1.1163 2020-08-02 01:25:51,766 - mmaction - INFO - Epoch [37][260/940] lr: 3.808e-01, eta: 8 days, 14:53:04, time: 1.596, data_time: 0.007, memory: 9063, top1_acc: 0.3072, top5_acc: 0.5531, loss_cls: 3.2141, loss: 3.2141, grad_norm: 1.1208 2020-08-02 01:26:23,126 - mmaction - INFO - Epoch [37][280/940] lr: 3.808e-01, eta: 8 days, 14:47:45, time: 1.567, data_time: 0.005, memory: 9063, top1_acc: 0.3086, top5_acc: 0.5619, loss_cls: 3.2046, loss: 3.2046, grad_norm: 1.1118 2020-08-02 01:26:54,796 - mmaction - INFO - Epoch [37][300/940] lr: 3.808e-01, eta: 8 days, 14:42:29, time: 1.584, data_time: 0.005, memory: 9063, top1_acc: 0.3102, top5_acc: 0.5529, loss_cls: 3.2111, loss: 3.2111, grad_norm: 1.1179 2020-08-02 01:27:28,271 - mmaction - INFO - Epoch [37][320/940] lr: 3.808e-01, eta: 8 days, 14:37:23, time: 1.674, data_time: 0.003, memory: 9063, top1_acc: 0.3045, top5_acc: 0.5584, loss_cls: 3.2328, loss: 3.2328, grad_norm: 1.1038 2020-08-02 01:27:59,829 - mmaction - INFO - Epoch [37][340/940] lr: 3.808e-01, eta: 8 days, 14:32:06, time: 1.577, data_time: 0.005, memory: 9063, top1_acc: 0.3096, top5_acc: 0.5631, loss_cls: 3.2018, loss: 3.2018, grad_norm: 1.1129 2020-08-02 01:28:32,385 - mmaction - INFO - Epoch [37][360/940] lr: 3.808e-01, eta: 8 days, 14:26:56, time: 1.629, data_time: 0.006, memory: 9063, top1_acc: 0.3061, top5_acc: 0.5500, loss_cls: 3.2295, loss: 3.2295, grad_norm: 1.1156 2020-08-02 01:29:03,929 - mmaction - INFO - Epoch [37][380/940] lr: 3.808e-01, eta: 8 days, 14:21:40, time: 1.575, data_time: 0.005, memory: 9063, top1_acc: 0.3031, top5_acc: 0.5678, loss_cls: 3.1679, loss: 3.1679, grad_norm: 1.1163 2020-08-02 01:29:35,581 - mmaction - INFO - Epoch [37][400/940] lr: 3.808e-01, eta: 8 days, 14:16:25, time: 1.586, data_time: 0.007, memory: 9063, top1_acc: 0.3061, top5_acc: 0.5453, loss_cls: 3.2304, loss: 3.2304, grad_norm: 1.1028 2020-08-02 01:30:08,063 - mmaction - INFO - Epoch [37][420/940] lr: 3.808e-01, eta: 8 days, 14:11:15, time: 1.623, data_time: 0.004, memory: 9063, top1_acc: 0.3156, top5_acc: 0.5682, loss_cls: 3.1627, loss: 3.1627, grad_norm: 1.1039 2020-08-02 01:30:39,626 - mmaction - INFO - Epoch [37][440/940] lr: 3.808e-01, eta: 8 days, 14:06:00, time: 1.579, data_time: 0.002, memory: 9063, top1_acc: 0.3021, top5_acc: 0.5568, loss_cls: 3.2009, loss: 3.2009, grad_norm: 1.1517 2020-08-02 01:31:11,351 - mmaction - INFO - Epoch [37][460/940] lr: 3.808e-01, eta: 8 days, 14:00:47, time: 1.585, data_time: 0.004, memory: 9063, top1_acc: 0.2965, top5_acc: 0.5453, loss_cls: 3.2471, loss: 3.2471, grad_norm: 1.1242 2020-08-02 01:31:43,791 - mmaction - INFO - Epoch [37][480/940] lr: 3.808e-01, eta: 8 days, 13:55:38, time: 1.623, data_time: 0.005, memory: 9063, top1_acc: 0.3021, top5_acc: 0.5621, loss_cls: 3.2114, loss: 3.2114, grad_norm: 1.1050 2020-08-02 01:32:16,405 - mmaction - INFO - Epoch [37][500/940] lr: 3.808e-01, eta: 8 days, 13:50:30, time: 1.629, data_time: 0.007, memory: 9063, top1_acc: 0.3039, top5_acc: 0.5492, loss_cls: 3.2204, loss: 3.2204, grad_norm: 1.1079 2020-08-02 01:32:49,010 - mmaction - INFO - Epoch [37][520/940] lr: 3.808e-01, eta: 8 days, 13:45:23, time: 1.632, data_time: 0.005, memory: 9063, top1_acc: 0.2982, top5_acc: 0.5527, loss_cls: 3.2553, loss: 3.2553, grad_norm: 1.0795 2020-08-02 01:33:21,405 - mmaction - INFO - Epoch [37][540/940] lr: 3.808e-01, eta: 8 days, 13:40:14, time: 1.616, data_time: 0.004, memory: 9063, top1_acc: 0.3045, top5_acc: 0.5625, loss_cls: 3.2048, loss: 3.2048, grad_norm: 1.0966 2020-08-02 01:33:53,256 - mmaction - INFO - Epoch [37][560/940] lr: 3.808e-01, eta: 8 days, 13:35:03, time: 1.596, data_time: 0.006, memory: 9063, top1_acc: 0.3123, top5_acc: 0.5717, loss_cls: 3.1787, loss: 3.1787, grad_norm: 1.1385 2020-08-02 01:34:25,887 - mmaction - INFO - Epoch [37][580/940] lr: 3.808e-01, eta: 8 days, 13:29:57, time: 1.629, data_time: 0.005, memory: 9063, top1_acc: 0.3107, top5_acc: 0.5582, loss_cls: 3.1790, loss: 3.1790, grad_norm: 1.0995 2020-08-02 01:34:59,116 - mmaction - INFO - Epoch [37][600/940] lr: 3.808e-01, eta: 8 days, 13:24:54, time: 1.664, data_time: 0.006, memory: 9063, top1_acc: 0.2984, top5_acc: 0.5621, loss_cls: 3.2323, loss: 3.2323, grad_norm: 1.0991 2020-08-02 01:35:31,271 - mmaction - INFO - Epoch [37][620/940] lr: 3.808e-01, eta: 8 days, 13:19:46, time: 1.605, data_time: 0.005, memory: 9063, top1_acc: 0.3078, top5_acc: 0.5578, loss_cls: 3.1943, loss: 3.1943, grad_norm: 1.1034 2020-08-02 01:36:03,377 - mmaction - INFO - Epoch [37][640/940] lr: 3.808e-01, eta: 8 days, 13:14:37, time: 1.607, data_time: 0.007, memory: 9063, top1_acc: 0.3166, top5_acc: 0.5600, loss_cls: 3.1775, loss: 3.1775, grad_norm: 1.1025 2020-08-02 01:36:35,976 - mmaction - INFO - Epoch [37][660/940] lr: 3.808e-01, eta: 8 days, 13:09:32, time: 1.629, data_time: 0.006, memory: 9063, top1_acc: 0.3000, top5_acc: 0.5480, loss_cls: 3.2275, loss: 3.2275, grad_norm: 1.1202 2020-08-02 01:37:08,638 - mmaction - INFO - Epoch [37][680/940] lr: 3.808e-01, eta: 8 days, 13:04:28, time: 1.635, data_time: 0.005, memory: 9063, top1_acc: 0.2998, top5_acc: 0.5525, loss_cls: 3.2429, loss: 3.2429, grad_norm: 1.0970 2020-08-02 01:37:40,839 - mmaction - INFO - Epoch [37][700/940] lr: 3.808e-01, eta: 8 days, 12:59:21, time: 1.609, data_time: 0.005, memory: 9063, top1_acc: 0.3074, top5_acc: 0.5514, loss_cls: 3.2194, loss: 3.2194, grad_norm: 1.1111 2020-08-02 01:38:13,692 - mmaction - INFO - Epoch [37][720/940] lr: 3.808e-01, eta: 8 days, 12:54:18, time: 1.644, data_time: 0.005, memory: 9063, top1_acc: 0.3055, top5_acc: 0.5607, loss_cls: 3.1969, loss: 3.1969, grad_norm: 1.1077 2020-08-02 01:38:46,483 - mmaction - INFO - Epoch [37][740/940] lr: 3.808e-01, eta: 8 days, 12:49:15, time: 1.637, data_time: 0.004, memory: 9063, top1_acc: 0.3043, top5_acc: 0.5561, loss_cls: 3.2132, loss: 3.2132, grad_norm: 1.0975 2020-08-02 01:39:18,582 - mmaction - INFO - Epoch [37][760/940] lr: 3.808e-01, eta: 8 days, 12:44:09, time: 1.606, data_time: 0.008, memory: 9063, top1_acc: 0.3004, top5_acc: 0.5479, loss_cls: 3.2345, loss: 3.2345, grad_norm: 1.1070 2020-08-02 01:39:50,727 - mmaction - INFO - Epoch [37][780/940] lr: 3.808e-01, eta: 8 days, 12:39:03, time: 1.608, data_time: 0.007, memory: 9063, top1_acc: 0.3125, top5_acc: 0.5676, loss_cls: 3.1642, loss: 3.1642, grad_norm: 1.1180 2020-08-02 01:40:22,799 - mmaction - INFO - Epoch [37][800/940] lr: 3.808e-01, eta: 8 days, 12:33:56, time: 1.602, data_time: 0.005, memory: 9063, top1_acc: 0.3045, top5_acc: 0.5551, loss_cls: 3.2132, loss: 3.2132, grad_norm: 1.1060 2020-08-02 01:40:54,914 - mmaction - INFO - Epoch [37][820/940] lr: 3.808e-01, eta: 8 days, 12:28:51, time: 1.607, data_time: 0.007, memory: 9063, top1_acc: 0.2990, top5_acc: 0.5408, loss_cls: 3.2700, loss: 3.2700, grad_norm: 1.1207 2020-08-02 01:41:27,382 - mmaction - INFO - Epoch [37][840/940] lr: 3.808e-01, eta: 8 days, 12:23:48, time: 1.621, data_time: 0.009, memory: 9063, top1_acc: 0.3035, top5_acc: 0.5572, loss_cls: 3.2257, loss: 3.2257, grad_norm: 1.1114 2020-08-02 01:42:00,359 - mmaction - INFO - Epoch [37][860/940] lr: 3.808e-01, eta: 8 days, 12:18:48, time: 1.651, data_time: 0.008, memory: 9063, top1_acc: 0.3156, top5_acc: 0.5658, loss_cls: 3.1865, loss: 3.1865, grad_norm: 1.1028 2020-08-02 01:42:32,173 - mmaction - INFO - Epoch [37][880/940] lr: 3.808e-01, eta: 8 days, 12:13:41, time: 1.589, data_time: 0.003, memory: 9063, top1_acc: 0.3211, top5_acc: 0.5695, loss_cls: 3.1505, loss: 3.1505, grad_norm: 1.1221 2020-08-02 01:43:03,360 - mmaction - INFO - Epoch [37][900/940] lr: 3.808e-01, eta: 8 days, 12:08:32, time: 1.562, data_time: 0.008, memory: 9063, top1_acc: 0.3031, top5_acc: 0.5557, loss_cls: 3.2252, loss: 3.2252, grad_norm: 1.1117 2020-08-02 01:43:36,328 - mmaction - INFO - Epoch [37][920/940] lr: 3.808e-01, eta: 8 days, 12:03:33, time: 1.648, data_time: 0.007, memory: 9063, top1_acc: 0.2971, top5_acc: 0.5412, loss_cls: 3.2924, loss: 3.2924, grad_norm: 1.0976 2020-08-02 01:44:06,847 - mmaction - INFO - Epoch [37][940/940] lr: 3.808e-01, eta: 8 days, 11:58:20, time: 1.527, data_time: 0.009, memory: 9063, top1_acc: 0.3013, top5_acc: 0.5562, loss_cls: 3.2251, loss: 3.2251, grad_norm: 1.1332 2020-08-02 02:15:02,745 - mmaction - INFO - Epoch [38][20/940] lr: 3.797e-01, eta: 8 days, 14:53:01, time: 92.768, data_time: 91.285, memory: 9063, top1_acc: 0.3025, top5_acc: 0.5479, loss_cls: 3.2338, loss: 3.2338, grad_norm: 1.1222 2020-08-02 02:15:27,878 - mmaction - INFO - Epoch [38][40/940] lr: 3.797e-01, eta: 8 days, 14:47:10, time: 1.265, data_time: 0.016, memory: 9063, top1_acc: 0.3164, top5_acc: 0.5729, loss_cls: 3.1372, loss: 3.1372, grad_norm: 1.0879 2020-08-02 02:15:54,669 - mmaction - INFO - Epoch [38][60/940] lr: 3.797e-01, eta: 8 days, 14:41:29, time: 1.338, data_time: 0.005, memory: 9063, top1_acc: 0.3086, top5_acc: 0.5684, loss_cls: 3.1613, loss: 3.1613, grad_norm: 1.1436 2020-08-02 02:16:22,580 - mmaction - INFO - Epoch [38][80/940] lr: 3.797e-01, eta: 8 days, 14:35:55, time: 1.397, data_time: 0.008, memory: 9063, top1_acc: 0.3152, top5_acc: 0.5594, loss_cls: 3.1767, loss: 3.1767, grad_norm: 1.1230 2020-08-02 02:16:51,574 - mmaction - INFO - Epoch [38][100/940] lr: 3.797e-01, eta: 8 days, 14:30:26, time: 1.444, data_time: 0.007, memory: 9063, top1_acc: 0.3080, top5_acc: 0.5588, loss_cls: 3.2233, loss: 3.2233, grad_norm: 1.1207 2020-08-02 02:17:21,546 - mmaction - INFO - Epoch [38][120/940] lr: 3.797e-01, eta: 8 days, 14:25:05, time: 1.504, data_time: 0.008, memory: 9063, top1_acc: 0.3039, top5_acc: 0.5623, loss_cls: 3.1816, loss: 3.1816, grad_norm: 1.1259 2020-08-02 02:17:52,330 - mmaction - INFO - Epoch [38][140/940] lr: 3.797e-01, eta: 8 days, 14:19:48, time: 1.532, data_time: 0.006, memory: 9063, top1_acc: 0.3096, top5_acc: 0.5582, loss_cls: 3.2043, loss: 3.2043, grad_norm: 1.1226 2020-08-02 02:18:22,592 - mmaction - INFO - Epoch [38][160/940] lr: 3.797e-01, eta: 8 days, 14:14:29, time: 1.515, data_time: 0.009, memory: 9063, top1_acc: 0.3199, top5_acc: 0.5660, loss_cls: 3.1465, loss: 3.1465, grad_norm: 1.0922 2020-08-02 02:18:52,762 - mmaction - INFO - Epoch [38][180/940] lr: 3.797e-01, eta: 8 days, 14:09:10, time: 1.514, data_time: 0.008, memory: 9063, top1_acc: 0.3139, top5_acc: 0.5631, loss_cls: 3.1964, loss: 3.1964, grad_norm: 1.1203 2020-08-02 02:19:23,601 - mmaction - INFO - Epoch [38][200/940] lr: 3.797e-01, eta: 8 days, 14:03:55, time: 1.538, data_time: 0.004, memory: 9063, top1_acc: 0.3174, top5_acc: 0.5682, loss_cls: 3.1681, loss: 3.1681, grad_norm: 1.1185 2020-08-02 02:19:54,983 - mmaction - INFO - Epoch [38][220/940] lr: 3.797e-01, eta: 8 days, 13:58:44, time: 1.573, data_time: 0.007, memory: 9063, top1_acc: 0.3152, top5_acc: 0.5715, loss_cls: 3.1875, loss: 3.1875, grad_norm: 1.1307 2020-08-02 02:20:26,432 - mmaction - INFO - Epoch [38][240/940] lr: 3.797e-01, eta: 8 days, 13:53:32, time: 1.571, data_time: 0.010, memory: 9063, top1_acc: 0.3080, top5_acc: 0.5570, loss_cls: 3.1864, loss: 3.1864, grad_norm: 1.1409 2020-08-02 02:20:58,668 - mmaction - INFO - Epoch [38][260/940] lr: 3.797e-01, eta: 8 days, 13:48:27, time: 1.613, data_time: 0.005, memory: 9063, top1_acc: 0.3092, top5_acc: 0.5625, loss_cls: 3.2046, loss: 3.2046, grad_norm: 1.1100 2020-08-02 02:21:29,933 - mmaction - INFO - Epoch [38][280/940] lr: 3.797e-01, eta: 8 days, 13:43:15, time: 1.563, data_time: 0.007, memory: 9063, top1_acc: 0.3096, top5_acc: 0.5559, loss_cls: 3.1947, loss: 3.1947, grad_norm: 1.1139 2020-08-02 02:22:02,019 - mmaction - INFO - Epoch [38][300/940] lr: 3.797e-01, eta: 8 days, 13:38:09, time: 1.605, data_time: 0.006, memory: 9063, top1_acc: 0.3137, top5_acc: 0.5590, loss_cls: 3.1768, loss: 3.1768, grad_norm: 1.1364 2020-08-02 02:22:32,599 - mmaction - INFO - Epoch [38][320/940] lr: 3.797e-01, eta: 8 days, 13:32:54, time: 1.529, data_time: 0.002, memory: 9063, top1_acc: 0.3109, top5_acc: 0.5607, loss_cls: 3.2261, loss: 3.2261, grad_norm: 1.1034 2020-08-02 02:23:04,363 - mmaction - INFO - Epoch [38][340/940] lr: 3.797e-01, eta: 8 days, 13:27:47, time: 1.587, data_time: 0.002, memory: 9063, top1_acc: 0.3082, top5_acc: 0.5691, loss_cls: 3.1463, loss: 3.1463, grad_norm: 1.0778 2020-08-02 02:23:36,768 - mmaction - INFO - Epoch [38][360/940] lr: 3.797e-01, eta: 8 days, 13:22:43, time: 1.619, data_time: 0.008, memory: 9063, top1_acc: 0.3090, top5_acc: 0.5658, loss_cls: 3.1847, loss: 3.1847, grad_norm: 1.1226 2020-08-02 02:24:07,034 - mmaction - INFO - Epoch [38][380/940] lr: 3.797e-01, eta: 8 days, 13:17:28, time: 1.515, data_time: 0.005, memory: 9063, top1_acc: 0.2953, top5_acc: 0.5465, loss_cls: 3.2606, loss: 3.2606, grad_norm: 1.1308 2020-08-02 02:24:38,641 - mmaction - INFO - Epoch [38][400/940] lr: 3.797e-01, eta: 8 days, 13:12:20, time: 1.580, data_time: 0.006, memory: 9063, top1_acc: 0.3078, top5_acc: 0.5561, loss_cls: 3.2038, loss: 3.2038, grad_norm: 1.1322 2020-08-02 02:25:09,368 - mmaction - INFO - Epoch [38][420/940] lr: 3.797e-01, eta: 8 days, 13:07:08, time: 1.537, data_time: 0.002, memory: 9063, top1_acc: 0.2939, top5_acc: 0.5490, loss_cls: 3.2497, loss: 3.2497, grad_norm: 1.1177 2020-08-02 02:25:41,867 - mmaction - INFO - Epoch [38][440/940] lr: 3.797e-01, eta: 8 days, 13:02:06, time: 1.624, data_time: 0.002, memory: 9063, top1_acc: 0.3129, top5_acc: 0.5582, loss_cls: 3.2087, loss: 3.2087, grad_norm: 1.1107 2020-08-02 02:26:12,529 - mmaction - INFO - Epoch [38][460/940] lr: 3.797e-01, eta: 8 days, 12:56:54, time: 1.534, data_time: 0.011, memory: 9063, top1_acc: 0.2990, top5_acc: 0.5381, loss_cls: 3.2820, loss: 3.2820, grad_norm: 1.1160 2020-08-02 02:26:44,725 - mmaction - INFO - Epoch [38][480/940] lr: 3.797e-01, eta: 8 days, 12:51:52, time: 1.610, data_time: 0.002, memory: 9063, top1_acc: 0.3021, top5_acc: 0.5543, loss_cls: 3.2208, loss: 3.2208, grad_norm: 1.1078 2020-08-02 02:27:16,116 - mmaction - INFO - Epoch [38][500/940] lr: 3.797e-01, eta: 8 days, 12:46:44, time: 1.568, data_time: 0.005, memory: 9063, top1_acc: 0.3156, top5_acc: 0.5625, loss_cls: 3.2019, loss: 3.2019, grad_norm: 1.0745 2020-08-02 02:27:48,401 - mmaction - INFO - Epoch [38][520/940] lr: 3.797e-01, eta: 8 days, 12:41:43, time: 1.616, data_time: 0.005, memory: 9063, top1_acc: 0.3037, top5_acc: 0.5506, loss_cls: 3.2062, loss: 3.2062, grad_norm: 1.1157 2020-08-02 02:28:19,637 - mmaction - INFO - Epoch [38][540/940] lr: 3.797e-01, eta: 8 days, 12:36:35, time: 1.561, data_time: 0.008, memory: 9063, top1_acc: 0.3037, top5_acc: 0.5441, loss_cls: 3.2680, loss: 3.2680, grad_norm: 1.1257 2020-08-02 02:28:51,435 - mmaction - INFO - Epoch [38][560/940] lr: 3.797e-01, eta: 8 days, 12:31:32, time: 1.590, data_time: 0.006, memory: 9063, top1_acc: 0.3113, top5_acc: 0.5588, loss_cls: 3.1884, loss: 3.1884, grad_norm: 1.1122 2020-08-02 02:29:22,969 - mmaction - INFO - Epoch [38][580/940] lr: 3.797e-01, eta: 8 days, 12:26:26, time: 1.576, data_time: 0.006, memory: 9063, top1_acc: 0.3078, top5_acc: 0.5646, loss_cls: 3.2135, loss: 3.2135, grad_norm: 1.1448 2020-08-02 02:29:54,665 - mmaction - INFO - Epoch [38][600/940] lr: 3.797e-01, eta: 8 days, 12:21:23, time: 1.586, data_time: 0.007, memory: 9063, top1_acc: 0.3201, top5_acc: 0.5625, loss_cls: 3.1794, loss: 3.1794, grad_norm: 1.1290 2020-08-02 02:30:27,090 - mmaction - INFO - Epoch [38][620/940] lr: 3.797e-01, eta: 8 days, 12:16:23, time: 1.620, data_time: 0.008, memory: 9063, top1_acc: 0.3072, top5_acc: 0.5486, loss_cls: 3.2578, loss: 3.2578, grad_norm: 1.1231 2020-08-02 02:30:58,261 - mmaction - INFO - Epoch [38][640/940] lr: 3.797e-01, eta: 8 days, 12:11:17, time: 1.560, data_time: 0.008, memory: 9063, top1_acc: 0.3160, top5_acc: 0.5656, loss_cls: 3.1704, loss: 3.1704, grad_norm: 1.1128 2020-08-02 02:31:29,438 - mmaction - INFO - Epoch [38][660/940] lr: 3.797e-01, eta: 8 days, 12:06:11, time: 1.557, data_time: 0.005, memory: 9063, top1_acc: 0.3195, top5_acc: 0.5635, loss_cls: 3.1559, loss: 3.1559, grad_norm: 1.1177 2020-08-02 02:32:00,384 - mmaction - INFO - Epoch [38][680/940] lr: 3.797e-01, eta: 8 days, 12:01:04, time: 1.547, data_time: 0.006, memory: 9063, top1_acc: 0.3113, top5_acc: 0.5646, loss_cls: 3.1856, loss: 3.1856, grad_norm: 1.1163 2020-08-02 02:32:32,423 - mmaction - INFO - Epoch [38][700/940] lr: 3.797e-01, eta: 8 days, 11:56:04, time: 1.604, data_time: 0.009, memory: 9063, top1_acc: 0.3021, top5_acc: 0.5521, loss_cls: 3.2179, loss: 3.2179, grad_norm: 1.1008 2020-08-02 02:33:04,458 - mmaction - INFO - Epoch [38][720/940] lr: 3.797e-01, eta: 8 days, 11:51:04, time: 1.601, data_time: 0.005, memory: 9063, top1_acc: 0.3111, top5_acc: 0.5609, loss_cls: 3.2034, loss: 3.2034, grad_norm: 1.1066 2020-08-02 02:33:35,888 - mmaction - INFO - Epoch [38][740/940] lr: 3.797e-01, eta: 8 days, 11:46:01, time: 1.571, data_time: 0.005, memory: 9063, top1_acc: 0.2965, top5_acc: 0.5453, loss_cls: 3.2463, loss: 3.2463, grad_norm: 1.1167 2020-08-02 02:34:06,891 - mmaction - INFO - Epoch [38][760/940] lr: 3.797e-01, eta: 8 days, 11:40:55, time: 1.550, data_time: 0.004, memory: 9063, top1_acc: 0.3143, top5_acc: 0.5572, loss_cls: 3.1899, loss: 3.1899, grad_norm: 1.1029 2020-08-02 02:34:37,695 - mmaction - INFO - Epoch [38][780/940] lr: 3.797e-01, eta: 8 days, 11:35:49, time: 1.540, data_time: 0.007, memory: 9063, top1_acc: 0.2961, top5_acc: 0.5473, loss_cls: 3.2536, loss: 3.2536, grad_norm: 1.1075 2020-08-02 02:35:09,727 - mmaction - INFO - Epoch [38][800/940] lr: 3.797e-01, eta: 8 days, 11:30:50, time: 1.602, data_time: 0.002, memory: 9063, top1_acc: 0.3088, top5_acc: 0.5533, loss_cls: 3.2057, loss: 3.2057, grad_norm: 1.0967 2020-08-02 02:35:40,112 - mmaction - INFO - Epoch [38][820/940] lr: 3.797e-01, eta: 8 days, 11:25:42, time: 1.519, data_time: 0.002, memory: 9063, top1_acc: 0.3064, top5_acc: 0.5715, loss_cls: 3.1720, loss: 3.1720, grad_norm: 1.1137 2020-08-02 02:36:11,770 - mmaction - INFO - Epoch [38][840/940] lr: 3.797e-01, eta: 8 days, 11:20:42, time: 1.583, data_time: 0.002, memory: 9063, top1_acc: 0.3117, top5_acc: 0.5531, loss_cls: 3.1743, loss: 3.1743, grad_norm: 1.1154 2020-08-02 02:36:43,707 - mmaction - INFO - Epoch [38][860/940] lr: 3.797e-01, eta: 8 days, 11:15:43, time: 1.595, data_time: 0.008, memory: 9063, top1_acc: 0.2951, top5_acc: 0.5475, loss_cls: 3.2436, loss: 3.2436, grad_norm: 1.1387 2020-08-02 02:37:15,426 - mmaction - INFO - Epoch [38][880/940] lr: 3.797e-01, eta: 8 days, 11:10:44, time: 1.588, data_time: 0.007, memory: 9063, top1_acc: 0.3086, top5_acc: 0.5691, loss_cls: 3.1788, loss: 3.1788, grad_norm: 1.0989 2020-08-02 02:37:47,750 - mmaction - INFO - Epoch [38][900/940] lr: 3.797e-01, eta: 8 days, 11:05:48, time: 1.615, data_time: 0.004, memory: 9063, top1_acc: 0.3047, top5_acc: 0.5525, loss_cls: 3.2099, loss: 3.2099, grad_norm: 1.1105 2020-08-02 02:38:20,026 - mmaction - INFO - Epoch [38][920/940] lr: 3.797e-01, eta: 8 days, 11:00:52, time: 1.612, data_time: 0.005, memory: 9063, top1_acc: 0.3074, top5_acc: 0.5689, loss_cls: 3.1551, loss: 3.1551, grad_norm: 1.1111 2020-08-02 02:38:50,551 - mmaction - INFO - Epoch [38][940/940] lr: 3.797e-01, eta: 8 days, 10:55:47, time: 1.528, data_time: 0.010, memory: 9063, top1_acc: 0.3082, top5_acc: 0.5731, loss_cls: 3.1464, loss: 3.1464, grad_norm: 1.1688 2020-08-02 03:06:31,051 - mmaction - INFO - Epoch [39][20/940] lr: 3.786e-01, eta: 8 days, 13:26:24, time: 82.997, data_time: 81.619, memory: 9063, top1_acc: 0.3008, top5_acc: 0.5473, loss_cls: 3.2533, loss: 3.2533, grad_norm: 1.1428 2020-08-02 03:06:56,328 - mmaction - INFO - Epoch [39][40/940] lr: 3.786e-01, eta: 8 days, 13:20:44, time: 1.271, data_time: 0.020, memory: 9063, top1_acc: 0.3172, top5_acc: 0.5793, loss_cls: 3.1201, loss: 3.1201, grad_norm: 1.1100 2020-08-02 03:07:21,672 - mmaction - INFO - Epoch [39][60/940] lr: 3.786e-01, eta: 8 days, 13:15:03, time: 1.267, data_time: 0.004, memory: 9063, top1_acc: 0.3088, top5_acc: 0.5670, loss_cls: 3.1503, loss: 3.1503, grad_norm: 1.1302 2020-08-02 03:07:48,646 - mmaction - INFO - Epoch [39][80/940] lr: 3.786e-01, eta: 8 days, 13:09:33, time: 1.347, data_time: 0.005, memory: 9063, top1_acc: 0.3039, top5_acc: 0.5668, loss_cls: 3.1841, loss: 3.1841, grad_norm: 1.1172 2020-08-02 03:08:16,308 - mmaction - INFO - Epoch [39][100/940] lr: 3.786e-01, eta: 8 days, 13:04:07, time: 1.385, data_time: 0.005, memory: 9063, top1_acc: 0.3102, top5_acc: 0.5666, loss_cls: 3.1563, loss: 3.1563, grad_norm: 1.0904 2020-08-02 03:08:45,747 - mmaction - INFO - Epoch [39][120/940] lr: 3.786e-01, eta: 8 days, 12:58:50, time: 1.469, data_time: 0.005, memory: 9063, top1_acc: 0.3119, top5_acc: 0.5676, loss_cls: 3.1709, loss: 3.1709, grad_norm: 1.1521 2020-08-02 03:09:14,699 - mmaction - INFO - Epoch [39][140/940] lr: 3.786e-01, eta: 8 days, 12:53:33, time: 1.451, data_time: 0.009, memory: 9063, top1_acc: 0.3123, top5_acc: 0.5607, loss_cls: 3.1903, loss: 3.1903, grad_norm: 1.1285 2020-08-02 03:09:45,549 - mmaction - INFO - Epoch [39][160/940] lr: 3.786e-01, eta: 8 days, 12:48:25, time: 1.541, data_time: 0.004, memory: 9063, top1_acc: 0.3145, top5_acc: 0.5598, loss_cls: 3.1891, loss: 3.1891, grad_norm: 1.1163 2020-08-02 03:10:16,324 - mmaction - INFO - Epoch [39][180/940] lr: 3.786e-01, eta: 8 days, 12:43:18, time: 1.538, data_time: 0.005, memory: 9063, top1_acc: 0.3209, top5_acc: 0.5678, loss_cls: 3.1627, loss: 3.1627, grad_norm: 1.0856 2020-08-02 03:10:46,244 - mmaction - INFO - Epoch [39][200/940] lr: 3.786e-01, eta: 8 days, 12:38:07, time: 1.499, data_time: 0.006, memory: 9063, top1_acc: 0.2973, top5_acc: 0.5559, loss_cls: 3.2465, loss: 3.2465, grad_norm: 1.1159 2020-08-02 03:11:16,720 - mmaction - INFO - Epoch [39][220/940] lr: 3.786e-01, eta: 8 days, 12:32:58, time: 1.521, data_time: 0.007, memory: 9063, top1_acc: 0.3117, top5_acc: 0.5578, loss_cls: 3.1675, loss: 3.1675, grad_norm: 1.1241 2020-08-02 03:11:47,539 - mmaction - INFO - Epoch [39][240/940] lr: 3.786e-01, eta: 8 days, 12:27:52, time: 1.543, data_time: 0.007, memory: 9063, top1_acc: 0.3025, top5_acc: 0.5586, loss_cls: 3.2202, loss: 3.2202, grad_norm: 1.1462 2020-08-02 03:12:18,352 - mmaction - INFO - Epoch [39][260/940] lr: 3.786e-01, eta: 8 days, 12:22:46, time: 1.536, data_time: 0.009, memory: 9063, top1_acc: 0.3008, top5_acc: 0.5533, loss_cls: 3.2112, loss: 3.2112, grad_norm: 1.0980 2020-08-02 03:12:49,312 - mmaction - INFO - Epoch [39][280/940] lr: 3.786e-01, eta: 8 days, 12:17:42, time: 1.553, data_time: 0.008, memory: 9063, top1_acc: 0.3074, top5_acc: 0.5586, loss_cls: 3.2145, loss: 3.2145, grad_norm: 1.1208 2020-08-02 03:13:21,611 - mmaction - INFO - Epoch [39][300/940] lr: 3.786e-01, eta: 8 days, 12:12:45, time: 1.613, data_time: 0.006, memory: 9063, top1_acc: 0.3105, top5_acc: 0.5594, loss_cls: 3.2108, loss: 3.2108, grad_norm: 1.1127 2020-08-02 03:13:52,474 - mmaction - INFO - Epoch [39][320/940] lr: 3.786e-01, eta: 8 days, 12:07:40, time: 1.545, data_time: 0.007, memory: 9063, top1_acc: 0.3033, top5_acc: 0.5498, loss_cls: 3.2484, loss: 3.2484, grad_norm: 1.1146 2020-08-02 03:14:23,139 - mmaction - INFO - Epoch [39][340/940] lr: 3.786e-01, eta: 8 days, 12:02:35, time: 1.532, data_time: 0.008, memory: 9063, top1_acc: 0.3055, top5_acc: 0.5607, loss_cls: 3.1990, loss: 3.1990, grad_norm: 1.0993 2020-08-02 03:14:54,933 - mmaction - INFO - Epoch [39][360/940] lr: 3.786e-01, eta: 8 days, 11:57:36, time: 1.592, data_time: 0.005, memory: 9063, top1_acc: 0.3047, top5_acc: 0.5588, loss_cls: 3.1874, loss: 3.1874, grad_norm: 1.1026 2020-08-02 03:15:25,942 - mmaction - INFO - Epoch [39][380/940] lr: 3.786e-01, eta: 8 days, 11:52:33, time: 1.546, data_time: 0.005, memory: 9063, top1_acc: 0.3086, top5_acc: 0.5652, loss_cls: 3.1684, loss: 3.1684, grad_norm: 1.1279 2020-08-02 03:15:57,781 - mmaction - INFO - Epoch [39][400/940] lr: 3.786e-01, eta: 8 days, 11:47:36, time: 1.596, data_time: 0.007, memory: 9063, top1_acc: 0.3014, top5_acc: 0.5365, loss_cls: 3.2941, loss: 3.2941, grad_norm: 1.1298 2020-08-02 03:16:29,397 - mmaction - INFO - Epoch [39][420/940] lr: 3.786e-01, eta: 8 days, 11:42:37, time: 1.580, data_time: 0.005, memory: 9063, top1_acc: 0.3143, top5_acc: 0.5645, loss_cls: 3.1879, loss: 3.1879, grad_norm: 1.1038 2020-08-02 03:17:01,788 - mmaction - INFO - Epoch [39][440/940] lr: 3.786e-01, eta: 8 days, 11:37:43, time: 1.621, data_time: 0.005, memory: 9063, top1_acc: 0.3109, top5_acc: 0.5629, loss_cls: 3.1775, loss: 3.1775, grad_norm: 1.1297 2020-08-02 03:17:33,419 - mmaction - INFO - Epoch [39][460/940] lr: 3.786e-01, eta: 8 days, 11:32:44, time: 1.580, data_time: 0.005, memory: 9063, top1_acc: 0.3025, top5_acc: 0.5533, loss_cls: 3.2418, loss: 3.2418, grad_norm: 1.1184 2020-08-02 03:18:04,347 - mmaction - INFO - Epoch [39][480/940] lr: 3.786e-01, eta: 8 days, 11:27:43, time: 1.548, data_time: 0.005, memory: 9063, top1_acc: 0.3076, top5_acc: 0.5592, loss_cls: 3.2024, loss: 3.2024, grad_norm: 1.1185 2020-08-02 03:18:36,200 - mmaction - INFO - Epoch [39][500/940] lr: 3.786e-01, eta: 8 days, 11:22:46, time: 1.590, data_time: 0.008, memory: 9063, top1_acc: 0.3041, top5_acc: 0.5529, loss_cls: 3.2467, loss: 3.2467, grad_norm: 1.1454 2020-08-02 03:19:06,544 - mmaction - INFO - Epoch [39][520/940] lr: 3.786e-01, eta: 8 days, 11:17:42, time: 1.520, data_time: 0.006, memory: 9063, top1_acc: 0.3084, top5_acc: 0.5547, loss_cls: 3.2258, loss: 3.2258, grad_norm: 1.1014 2020-08-02 03:19:38,529 - mmaction - INFO - Epoch [39][540/940] lr: 3.786e-01, eta: 8 days, 11:12:47, time: 1.597, data_time: 0.005, memory: 9063, top1_acc: 0.3131, top5_acc: 0.5615, loss_cls: 3.1762, loss: 3.1762, grad_norm: 1.1175 2020-08-02 03:20:09,617 - mmaction - INFO - Epoch [39][560/940] lr: 3.786e-01, eta: 8 days, 11:07:47, time: 1.557, data_time: 0.007, memory: 9063, top1_acc: 0.3098, top5_acc: 0.5506, loss_cls: 3.2299, loss: 3.2299, grad_norm: 1.1272 2020-08-02 03:20:40,639 - mmaction - INFO - Epoch [39][580/940] lr: 3.786e-01, eta: 8 days, 11:02:47, time: 1.551, data_time: 0.002, memory: 9063, top1_acc: 0.3088, top5_acc: 0.5584, loss_cls: 3.2120, loss: 3.2120, grad_norm: 1.1212 2020-08-02 03:21:12,757 - mmaction - INFO - Epoch [39][600/940] lr: 3.786e-01, eta: 8 days, 10:57:54, time: 1.604, data_time: 0.005, memory: 9063, top1_acc: 0.3074, top5_acc: 0.5508, loss_cls: 3.2088, loss: 3.2088, grad_norm: 1.1111 2020-08-02 03:21:44,211 - mmaction - INFO - Epoch [39][620/940] lr: 3.786e-01, eta: 8 days, 10:52:57, time: 1.573, data_time: 0.009, memory: 9063, top1_acc: 0.3104, top5_acc: 0.5650, loss_cls: 3.2053, loss: 3.2053, grad_norm: 1.1043 2020-08-02 03:22:15,492 - mmaction - INFO - Epoch [39][640/940] lr: 3.786e-01, eta: 8 days, 10:48:00, time: 1.567, data_time: 0.006, memory: 9063, top1_acc: 0.3168, top5_acc: 0.5611, loss_cls: 3.1588, loss: 3.1588, grad_norm: 1.1213 2020-08-02 03:22:47,387 - mmaction - INFO - Epoch [39][660/940] lr: 3.786e-01, eta: 8 days, 10:43:06, time: 1.593, data_time: 0.002, memory: 9063, top1_acc: 0.3125, top5_acc: 0.5553, loss_cls: 3.2337, loss: 3.2337, grad_norm: 1.1339 2020-08-02 03:23:18,290 - mmaction - INFO - Epoch [39][680/940] lr: 3.786e-01, eta: 8 days, 10:38:07, time: 1.546, data_time: 0.006, memory: 9063, top1_acc: 0.3180, top5_acc: 0.5662, loss_cls: 3.1614, loss: 3.1614, grad_norm: 1.1256 2020-08-02 03:23:49,392 - mmaction - INFO - Epoch [39][700/940] lr: 3.786e-01, eta: 8 days, 10:33:09, time: 1.554, data_time: 0.005, memory: 9063, top1_acc: 0.3082, top5_acc: 0.5594, loss_cls: 3.2198, loss: 3.2198, grad_norm: 1.1115 2020-08-02 03:24:21,397 - mmaction - INFO - Epoch [39][720/940] lr: 3.786e-01, eta: 8 days, 10:28:17, time: 1.602, data_time: 0.006, memory: 9063, top1_acc: 0.3111, top5_acc: 0.5633, loss_cls: 3.1664, loss: 3.1664, grad_norm: 1.0709 2020-08-02 03:24:52,666 - mmaction - INFO - Epoch [39][740/940] lr: 3.786e-01, eta: 8 days, 10:23:21, time: 1.561, data_time: 0.006, memory: 9063, top1_acc: 0.3086, top5_acc: 0.5570, loss_cls: 3.2163, loss: 3.2163, grad_norm: 1.1326 2020-08-02 03:25:24,553 - mmaction - INFO - Epoch [39][760/940] lr: 3.786e-01, eta: 8 days, 10:18:29, time: 1.596, data_time: 0.008, memory: 9063, top1_acc: 0.3080, top5_acc: 0.5650, loss_cls: 3.1836, loss: 3.1836, grad_norm: 1.1234 2020-08-02 03:25:56,227 - mmaction - INFO - Epoch [39][780/940] lr: 3.786e-01, eta: 8 days, 10:13:36, time: 1.583, data_time: 0.007, memory: 9063, top1_acc: 0.3057, top5_acc: 0.5512, loss_cls: 3.2208, loss: 3.2208, grad_norm: 1.1181 2020-08-02 03:26:27,146 - mmaction - INFO - Epoch [39][800/940] lr: 3.786e-01, eta: 8 days, 10:08:38, time: 1.546, data_time: 0.005, memory: 9063, top1_acc: 0.3051, top5_acc: 0.5500, loss_cls: 3.2169, loss: 3.2169, grad_norm: 1.0979 2020-08-02 03:26:59,208 - mmaction - INFO - Epoch [39][820/940] lr: 3.786e-01, eta: 8 days, 10:03:47, time: 1.599, data_time: 0.005, memory: 9063, top1_acc: 0.2986, top5_acc: 0.5504, loss_cls: 3.2632, loss: 3.2632, grad_norm: 1.1342 2020-08-02 03:27:29,789 - mmaction - INFO - Epoch [39][840/940] lr: 3.786e-01, eta: 8 days, 9:58:49, time: 1.533, data_time: 0.008, memory: 9063, top1_acc: 0.2994, top5_acc: 0.5684, loss_cls: 3.2116, loss: 3.2116, grad_norm: 1.1196 2020-08-02 03:28:01,741 - mmaction - INFO - Epoch [39][860/940] lr: 3.786e-01, eta: 8 days, 9:53:59, time: 1.597, data_time: 0.005, memory: 9063, top1_acc: 0.3074, top5_acc: 0.5590, loss_cls: 3.1984, loss: 3.1984, grad_norm: 1.1437 2020-08-02 03:28:34,327 - mmaction - INFO - Epoch [39][880/940] lr: 3.786e-01, eta: 8 days, 9:49:12, time: 1.630, data_time: 0.005, memory: 9063, top1_acc: 0.2990, top5_acc: 0.5600, loss_cls: 3.2385, loss: 3.2385, grad_norm: 1.1393 2020-08-02 03:29:04,981 - mmaction - INFO - Epoch [39][900/940] lr: 3.786e-01, eta: 8 days, 9:44:15, time: 1.532, data_time: 0.005, memory: 9063, top1_acc: 0.3012, top5_acc: 0.5531, loss_cls: 3.2378, loss: 3.2378, grad_norm: 1.1365 2020-08-02 03:29:37,773 - mmaction - INFO - Epoch [39][920/940] lr: 3.786e-01, eta: 8 days, 9:39:30, time: 1.640, data_time: 0.005, memory: 9063, top1_acc: 0.2887, top5_acc: 0.5418, loss_cls: 3.2688, loss: 3.2688, grad_norm: 1.1075 2020-08-02 03:30:07,565 - mmaction - INFO - Epoch [39][940/940] lr: 3.786e-01, eta: 8 days, 9:34:29, time: 1.490, data_time: 0.005, memory: 9063, top1_acc: 0.3058, top5_acc: 0.5457, loss_cls: 3.2497, loss: 3.2497, grad_norm: 1.1288 2020-08-02 04:02:30,429 - mmaction - INFO - Epoch [40][20/940] lr: 3.775e-01, eta: 8 days, 12:26:42, time: 97.115, data_time: 95.714, memory: 9063, top1_acc: 0.3195, top5_acc: 0.5650, loss_cls: 3.1713, loss: 3.1713, grad_norm: 1.1077 2020-08-02 04:02:55,273 - mmaction - INFO - Epoch [40][40/940] lr: 3.775e-01, eta: 8 days, 12:21:08, time: 1.252, data_time: 0.019, memory: 9063, top1_acc: 0.3205, top5_acc: 0.5711, loss_cls: 3.1107, loss: 3.1107, grad_norm: 1.0859 2020-08-02 04:03:21,105 - mmaction - INFO - Epoch [40][60/940] lr: 3.775e-01, eta: 8 days, 12:15:38, time: 1.289, data_time: 0.005, memory: 9063, top1_acc: 0.3070, top5_acc: 0.5619, loss_cls: 3.1537, loss: 3.1537, grad_norm: 1.1253 2020-08-02 04:03:49,074 - mmaction - INFO - Epoch [40][80/940] lr: 3.775e-01, eta: 8 days, 12:10:21, time: 1.400, data_time: 0.006, memory: 9063, top1_acc: 0.3068, top5_acc: 0.5609, loss_cls: 3.2057, loss: 3.2057, grad_norm: 1.1433 2020-08-02 04:04:17,797 - mmaction - INFO - Epoch [40][100/940] lr: 3.775e-01, eta: 8 days, 12:05:09, time: 1.434, data_time: 0.006, memory: 9063, top1_acc: 0.3078, top5_acc: 0.5629, loss_cls: 3.1875, loss: 3.1875, grad_norm: 1.0969 2020-08-02 04:04:46,182 - mmaction - INFO - Epoch [40][120/940] lr: 3.775e-01, eta: 8 days, 11:59:54, time: 1.419, data_time: 0.007, memory: 9063, top1_acc: 0.3184, top5_acc: 0.5605, loss_cls: 3.1955, loss: 3.1955, grad_norm: 1.1020 2020-08-02 04:05:15,396 - mmaction - INFO - Epoch [40][140/940] lr: 3.775e-01, eta: 8 days, 11:54:45, time: 1.461, data_time: 0.006, memory: 9063, top1_acc: 0.3207, top5_acc: 0.5682, loss_cls: 3.1526, loss: 3.1526, grad_norm: 1.1066 2020-08-02 04:05:45,891 - mmaction - INFO - Epoch [40][160/940] lr: 3.775e-01, eta: 8 days, 11:49:43, time: 1.524, data_time: 0.006, memory: 9063, top1_acc: 0.3031, top5_acc: 0.5600, loss_cls: 3.2208, loss: 3.2208, grad_norm: 1.1334 2020-08-02 04:06:17,784 - mmaction - INFO - Epoch [40][180/940] lr: 3.775e-01, eta: 8 days, 11:44:49, time: 1.596, data_time: 0.006, memory: 9063, top1_acc: 0.3127, top5_acc: 0.5553, loss_cls: 3.2081, loss: 3.2081, grad_norm: 1.1362 2020-08-02 04:06:46,989 - mmaction - INFO - Epoch [40][200/940] lr: 3.775e-01, eta: 8 days, 11:39:41, time: 1.463, data_time: 0.008, memory: 9063, top1_acc: 0.3201, top5_acc: 0.5650, loss_cls: 3.1575, loss: 3.1575, grad_norm: 1.1132 2020-08-02 04:07:18,321 - mmaction - INFO - Epoch [40][220/940] lr: 3.775e-01, eta: 8 days, 11:34:44, time: 1.565, data_time: 0.006, memory: 9063, top1_acc: 0.3148, top5_acc: 0.5602, loss_cls: 3.1862, loss: 3.1862, grad_norm: 1.1334 2020-08-02 04:07:48,137 - mmaction - INFO - Epoch [40][240/940] lr: 3.775e-01, eta: 8 days, 11:29:40, time: 1.492, data_time: 0.007, memory: 9063, top1_acc: 0.3078, top5_acc: 0.5627, loss_cls: 3.1913, loss: 3.1913, grad_norm: 1.1132 2020-08-02 04:08:18,652 - mmaction - INFO - Epoch [40][260/940] lr: 3.775e-01, eta: 8 days, 11:24:40, time: 1.524, data_time: 0.006, memory: 9063, top1_acc: 0.3078, top5_acc: 0.5551, loss_cls: 3.1866, loss: 3.1866, grad_norm: 1.1199 2020-08-02 04:08:50,185 - mmaction - INFO - Epoch [40][280/940] lr: 3.775e-01, eta: 8 days, 11:19:45, time: 1.579, data_time: 0.006, memory: 9063, top1_acc: 0.3064, top5_acc: 0.5543, loss_cls: 3.2551, loss: 3.2551, grad_norm: 1.1344 2020-08-02 04:09:20,497 - mmaction - INFO - Epoch [40][300/940] lr: 3.775e-01, eta: 8 days, 11:14:44, time: 1.510, data_time: 0.005, memory: 9063, top1_acc: 0.3088, top5_acc: 0.5494, loss_cls: 3.2390, loss: 3.2390, grad_norm: 1.1076 2020-08-02 04:09:52,401 - mmaction - INFO - Epoch [40][320/940] lr: 3.775e-01, eta: 8 days, 11:09:52, time: 1.598, data_time: 0.008, memory: 9063, top1_acc: 0.3039, top5_acc: 0.5496, loss_cls: 3.2470, loss: 3.2470, grad_norm: 1.1076 2020-08-02 04:10:23,434 - mmaction - INFO - Epoch [40][340/940] lr: 3.775e-01, eta: 8 days, 11:04:56, time: 1.549, data_time: 0.006, memory: 9063, top1_acc: 0.3004, top5_acc: 0.5514, loss_cls: 3.1932, loss: 3.1932, grad_norm: 1.0865 2020-08-02 04:10:53,541 - mmaction - INFO - Epoch [40][360/940] lr: 3.775e-01, eta: 8 days, 10:59:55, time: 1.509, data_time: 0.006, memory: 9063, top1_acc: 0.3137, top5_acc: 0.5750, loss_cls: 3.1423, loss: 3.1423, grad_norm: 1.1134 2020-08-02 04:11:25,207 - mmaction - INFO - Epoch [40][380/940] lr: 3.775e-01, eta: 8 days, 10:55:03, time: 1.582, data_time: 0.008, memory: 9063, top1_acc: 0.3082, top5_acc: 0.5648, loss_cls: 3.1805, loss: 3.1805, grad_norm: 1.1387 2020-08-02 04:11:55,552 - mmaction - INFO - Epoch [40][400/940] lr: 3.775e-01, eta: 8 days, 10:50:04, time: 1.518, data_time: 0.005, memory: 9063, top1_acc: 0.3053, top5_acc: 0.5654, loss_cls: 3.1894, loss: 3.1894, grad_norm: 1.1265 2020-08-02 04:12:27,428 - mmaction - INFO - Epoch [40][420/940] lr: 3.775e-01, eta: 8 days, 10:45:13, time: 1.594, data_time: 0.002, memory: 9063, top1_acc: 0.3094, top5_acc: 0.5631, loss_cls: 3.1794, loss: 3.1794, grad_norm: 1.1281 2020-08-02 04:12:57,722 - mmaction - INFO - Epoch [40][440/940] lr: 3.775e-01, eta: 8 days, 10:40:14, time: 1.515, data_time: 0.002, memory: 9063, top1_acc: 0.3021, top5_acc: 0.5475, loss_cls: 3.2325, loss: 3.2325, grad_norm: 1.1193 2020-08-02 04:13:28,354 - mmaction - INFO - Epoch [40][460/940] lr: 3.775e-01, eta: 8 days, 10:35:17, time: 1.528, data_time: 0.004, memory: 9063, top1_acc: 0.3064, top5_acc: 0.5641, loss_cls: 3.1731, loss: 3.1731, grad_norm: 1.1236 2020-08-02 04:14:00,079 - mmaction - INFO - Epoch [40][480/940] lr: 3.775e-01, eta: 8 days, 10:30:27, time: 1.590, data_time: 0.006, memory: 9063, top1_acc: 0.3025, top5_acc: 0.5525, loss_cls: 3.2217, loss: 3.2217, grad_norm: 1.1249 2020-08-02 04:14:30,698 - mmaction - INFO - Epoch [40][500/940] lr: 3.775e-01, eta: 8 days, 10:25:30, time: 1.529, data_time: 0.004, memory: 9063, top1_acc: 0.2971, top5_acc: 0.5480, loss_cls: 3.2422, loss: 3.2422, grad_norm: 1.1374 2020-08-02 04:15:01,329 - mmaction - INFO - Epoch [40][520/940] lr: 3.775e-01, eta: 8 days, 10:20:34, time: 1.528, data_time: 0.005, memory: 9063, top1_acc: 0.3137, top5_acc: 0.5602, loss_cls: 3.1853, loss: 3.1853, grad_norm: 1.1070 2020-08-02 04:15:32,077 - mmaction - INFO - Epoch [40][540/940] lr: 3.775e-01, eta: 8 days, 10:15:39, time: 1.542, data_time: 0.010, memory: 9063, top1_acc: 0.3021, top5_acc: 0.5635, loss_cls: 3.2131, loss: 3.2131, grad_norm: 1.1266 2020-08-02 04:16:04,223 - mmaction - INFO - Epoch [40][560/940] lr: 3.775e-01, eta: 8 days, 10:10:52, time: 1.606, data_time: 0.005, memory: 9063, top1_acc: 0.3039, top5_acc: 0.5551, loss_cls: 3.2161, loss: 3.2161, grad_norm: 1.1126 2020-08-02 04:16:35,671 - mmaction - INFO - Epoch [40][580/940] lr: 3.775e-01, eta: 8 days, 10:06:02, time: 1.574, data_time: 0.007, memory: 9063, top1_acc: 0.3135, top5_acc: 0.5617, loss_cls: 3.1604, loss: 3.1604, grad_norm: 1.1146 2020-08-02 04:17:06,694 - mmaction - INFO - Epoch [40][600/940] lr: 3.775e-01, eta: 8 days, 10:01:08, time: 1.546, data_time: 0.005, memory: 9063, top1_acc: 0.3195, top5_acc: 0.5609, loss_cls: 3.1868, loss: 3.1868, grad_norm: 1.1020 2020-08-02 04:17:38,010 - mmaction - INFO - Epoch [40][620/940] lr: 3.775e-01, eta: 8 days, 9:56:18, time: 1.566, data_time: 0.008, memory: 9063, top1_acc: 0.3064, top5_acc: 0.5594, loss_cls: 3.2330, loss: 3.2330, grad_norm: 1.1209 2020-08-02 04:18:08,793 - mmaction - INFO - Epoch [40][640/940] lr: 3.775e-01, eta: 8 days, 9:51:24, time: 1.542, data_time: 0.009, memory: 9063, top1_acc: 0.3072, top5_acc: 0.5611, loss_cls: 3.2102, loss: 3.2102, grad_norm: 1.1190 2020-08-02 04:18:40,240 - mmaction - INFO - Epoch [40][660/940] lr: 3.775e-01, eta: 8 days, 9:46:35, time: 1.574, data_time: 0.007, memory: 9063, top1_acc: 0.3035, top5_acc: 0.5545, loss_cls: 3.2401, loss: 3.2401, grad_norm: 1.1312 2020-08-02 04:19:10,686 - mmaction - INFO - Epoch [40][680/940] lr: 3.775e-01, eta: 8 days, 9:41:40, time: 1.522, data_time: 0.005, memory: 9063, top1_acc: 0.3107, top5_acc: 0.5588, loss_cls: 3.1827, loss: 3.1827, grad_norm: 1.1218 2020-08-02 04:19:41,627 - mmaction - INFO - Epoch [40][700/940] lr: 3.775e-01, eta: 8 days, 9:36:49, time: 1.547, data_time: 0.002, memory: 9063, top1_acc: 0.3029, top5_acc: 0.5520, loss_cls: 3.2260, loss: 3.2260, grad_norm: 1.1064 2020-08-02 04:20:12,131 - mmaction - INFO - Epoch [40][720/940] lr: 3.775e-01, eta: 8 days, 9:31:55, time: 1.526, data_time: 0.007, memory: 9063, top1_acc: 0.3195, top5_acc: 0.5660, loss_cls: 3.1443, loss: 3.1443, grad_norm: 1.1193 2020-08-02 04:20:43,029 - mmaction - INFO - Epoch [40][740/940] lr: 3.775e-01, eta: 8 days, 9:27:03, time: 1.544, data_time: 0.002, memory: 9063, top1_acc: 0.3172, top5_acc: 0.5686, loss_cls: 3.1286, loss: 3.1286, grad_norm: 1.1181 2020-08-02 04:21:14,559 - mmaction - INFO - Epoch [40][760/940] lr: 3.775e-01, eta: 8 days, 9:22:16, time: 1.577, data_time: 0.005, memory: 9063, top1_acc: 0.3053, top5_acc: 0.5617, loss_cls: 3.1965, loss: 3.1965, grad_norm: 1.1208 2020-08-02 04:21:44,422 - mmaction - INFO - Epoch [40][780/940] lr: 3.775e-01, eta: 8 days, 9:17:19, time: 1.493, data_time: 0.002, memory: 9063, top1_acc: 0.3209, top5_acc: 0.5654, loss_cls: 3.1572, loss: 3.1572, grad_norm: 1.1271 2020-08-02 04:22:17,315 - mmaction - INFO - Epoch [40][800/940] lr: 3.775e-01, eta: 8 days, 9:12:39, time: 1.639, data_time: 0.009, memory: 9063, top1_acc: 0.2908, top5_acc: 0.5398, loss_cls: 3.2780, loss: 3.2780, grad_norm: 1.1115 2020-08-02 04:22:48,846 - mmaction - INFO - Epoch [40][820/940] lr: 3.775e-01, eta: 8 days, 9:07:53, time: 1.583, data_time: 0.009, memory: 9063, top1_acc: 0.2951, top5_acc: 0.5502, loss_cls: 3.2329, loss: 3.2329, grad_norm: 1.1186 2020-08-02 04:23:19,582 - mmaction - INFO - Epoch [40][840/940] lr: 3.775e-01, eta: 8 days, 9:03:01, time: 1.535, data_time: 0.005, memory: 9063, top1_acc: 0.3180, top5_acc: 0.5592, loss_cls: 3.1710, loss: 3.1710, grad_norm: 1.1028 2020-08-02 04:23:51,263 - mmaction - INFO - Epoch [40][860/940] lr: 3.775e-01, eta: 8 days, 8:58:16, time: 1.585, data_time: 0.006, memory: 9063, top1_acc: 0.3057, top5_acc: 0.5619, loss_cls: 3.1991, loss: 3.1991, grad_norm: 1.1207 2020-08-02 04:24:22,537 - mmaction - INFO - Epoch [40][880/940] lr: 3.775e-01, eta: 8 days, 8:53:28, time: 1.563, data_time: 0.009, memory: 9063, top1_acc: 0.2893, top5_acc: 0.5533, loss_cls: 3.2297, loss: 3.2297, grad_norm: 1.1499 2020-08-02 04:24:54,107 - mmaction - INFO - Epoch [40][900/940] lr: 3.775e-01, eta: 8 days, 8:48:43, time: 1.580, data_time: 0.005, memory: 9063, top1_acc: 0.2969, top5_acc: 0.5615, loss_cls: 3.2381, loss: 3.2381, grad_norm: 1.1294 2020-08-02 04:25:26,355 - mmaction - INFO - Epoch [40][920/940] lr: 3.775e-01, eta: 8 days, 8:44:01, time: 1.610, data_time: 0.005, memory: 9063, top1_acc: 0.3131, top5_acc: 0.5561, loss_cls: 3.2097, loss: 3.2097, grad_norm: 1.1216 2020-08-02 04:25:56,518 - mmaction - INFO - Epoch [40][940/940] lr: 3.775e-01, eta: 8 days, 8:39:09, time: 1.511, data_time: 0.006, memory: 9063, top1_acc: 0.2969, top5_acc: 0.5582, loss_cls: 3.2344, loss: 3.2344, grad_norm: 1.1151 2020-08-02 04:25:56,862 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-08-02 04:49:56,737 - mmaction - INFO - Epoch [41][20/940] lr: 3.764e-01, eta: 8 days, 10:40:52, time: 71.881, data_time: 64.958, memory: 9063, top1_acc: 0.3187, top5_acc: 0.5623, loss_cls: 3.1619, loss: 3.1619, grad_norm: 1.1041 2020-08-02 04:50:21,884 - mmaction - INFO - Epoch [41][40/940] lr: 3.764e-01, eta: 8 days, 10:35:28, time: 1.260, data_time: 0.008, memory: 9063, top1_acc: 0.3271, top5_acc: 0.5723, loss_cls: 3.1265, loss: 3.1265, grad_norm: 1.1090 2020-08-02 04:50:49,046 - mmaction - INFO - Epoch [41][60/940] lr: 3.764e-01, eta: 8 days, 10:30:15, time: 1.356, data_time: 0.007, memory: 9063, top1_acc: 0.3012, top5_acc: 0.5598, loss_cls: 3.2334, loss: 3.2334, grad_norm: 1.1193 2020-08-02 04:51:17,532 - mmaction - INFO - Epoch [41][80/940] lr: 3.764e-01, eta: 8 days, 10:25:10, time: 1.426, data_time: 0.007, memory: 9063, top1_acc: 0.3172, top5_acc: 0.5695, loss_cls: 3.1416, loss: 3.1416, grad_norm: 1.1153 2020-08-02 04:51:46,270 - mmaction - INFO - Epoch [41][100/940] lr: 3.764e-01, eta: 8 days, 10:20:06, time: 1.435, data_time: 0.005, memory: 9063, top1_acc: 0.3168, top5_acc: 0.5711, loss_cls: 3.1586, loss: 3.1586, grad_norm: 1.1140 2020-08-02 04:52:15,386 - mmaction - INFO - Epoch [41][120/940] lr: 3.764e-01, eta: 8 days, 10:15:05, time: 1.458, data_time: 0.006, memory: 9063, top1_acc: 0.3156, top5_acc: 0.5672, loss_cls: 3.1597, loss: 3.1597, grad_norm: 1.1237 2020-08-02 04:52:45,905 - mmaction - INFO - Epoch [41][140/940] lr: 3.764e-01, eta: 8 days, 10:10:12, time: 1.525, data_time: 0.002, memory: 9063, top1_acc: 0.3051, top5_acc: 0.5551, loss_cls: 3.2271, loss: 3.2271, grad_norm: 1.1377 2020-08-02 04:53:15,966 - mmaction - INFO - Epoch [41][160/940] lr: 3.764e-01, eta: 8 days, 10:05:16, time: 1.500, data_time: 0.005, memory: 9063, top1_acc: 0.3111, top5_acc: 0.5605, loss_cls: 3.2169, loss: 3.2169, grad_norm: 1.1318 2020-08-02 04:53:47,628 - mmaction - INFO - Epoch [41][180/940] lr: 3.764e-01, eta: 8 days, 10:00:29, time: 1.586, data_time: 0.010, memory: 9063, top1_acc: 0.3268, top5_acc: 0.5713, loss_cls: 3.1540, loss: 3.1540, grad_norm: 1.1280 2020-08-02 04:54:18,542 - mmaction - INFO - Epoch [41][200/940] lr: 3.764e-01, eta: 8 days, 9:55:38, time: 1.543, data_time: 0.004, memory: 9063, top1_acc: 0.3055, top5_acc: 0.5566, loss_cls: 3.1919, loss: 3.1919, grad_norm: 1.1257 2020-08-02 04:54:50,170 - mmaction - INFO - Epoch [41][220/940] lr: 3.764e-01, eta: 8 days, 9:50:52, time: 1.583, data_time: 0.007, memory: 9063, top1_acc: 0.3043, top5_acc: 0.5559, loss_cls: 3.2331, loss: 3.2331, grad_norm: 1.1047 2020-08-02 04:55:20,822 - mmaction - INFO - Epoch [41][240/940] lr: 3.764e-01, eta: 8 days, 9:46:01, time: 1.531, data_time: 0.006, memory: 9063, top1_acc: 0.3080, top5_acc: 0.5602, loss_cls: 3.1908, loss: 3.1908, grad_norm: 1.1184 2020-08-02 04:55:51,192 - mmaction - INFO - Epoch [41][260/940] lr: 3.764e-01, eta: 8 days, 9:41:08, time: 1.520, data_time: 0.007, memory: 9063, top1_acc: 0.3119, top5_acc: 0.5666, loss_cls: 3.1564, loss: 3.1564, grad_norm: 1.1098 2020-08-02 04:56:23,150 - mmaction - INFO - Epoch [41][280/940] lr: 3.764e-01, eta: 8 days, 9:36:24, time: 1.597, data_time: 0.007, memory: 9063, top1_acc: 0.3145, top5_acc: 0.5646, loss_cls: 3.1991, loss: 3.1991, grad_norm: 1.1387 2020-08-02 04:56:53,547 - mmaction - INFO - Epoch [41][300/940] lr: 3.764e-01, eta: 8 days, 9:31:32, time: 1.520, data_time: 0.005, memory: 9063, top1_acc: 0.2975, top5_acc: 0.5541, loss_cls: 3.2359, loss: 3.2359, grad_norm: 1.1278 2020-08-02 04:57:24,422 - mmaction - INFO - Epoch [41][320/940] lr: 3.764e-01, eta: 8 days, 9:26:43, time: 1.544, data_time: 0.002, memory: 9063, top1_acc: 0.2994, top5_acc: 0.5582, loss_cls: 3.2061, loss: 3.2061, grad_norm: 1.1320 2020-08-02 04:57:55,928 - mmaction - INFO - Epoch [41][340/940] lr: 3.764e-01, eta: 8 days, 9:21:57, time: 1.573, data_time: 0.005, memory: 9063, top1_acc: 0.3057, top5_acc: 0.5598, loss_cls: 3.1912, loss: 3.1912, grad_norm: 1.0902 2020-08-02 04:58:28,122 - mmaction - INFO - Epoch [41][360/940] lr: 3.764e-01, eta: 8 days, 9:17:16, time: 1.612, data_time: 0.007, memory: 9063, top1_acc: 0.3121, top5_acc: 0.5678, loss_cls: 3.1780, loss: 3.1780, grad_norm: 1.1209 2020-08-02 04:58:58,801 - mmaction - INFO - Epoch [41][380/940] lr: 3.764e-01, eta: 8 days, 9:12:27, time: 1.532, data_time: 0.005, memory: 9063, top1_acc: 0.3109, top5_acc: 0.5695, loss_cls: 3.1777, loss: 3.1777, grad_norm: 1.1305 2020-08-02 04:59:30,912 - mmaction - INFO - Epoch [41][400/940] lr: 3.764e-01, eta: 8 days, 9:07:45, time: 1.607, data_time: 0.005, memory: 9063, top1_acc: 0.2980, top5_acc: 0.5518, loss_cls: 3.2422, loss: 3.2422, grad_norm: 1.1171 2020-08-02 05:00:03,821 - mmaction - INFO - Epoch [41][420/940] lr: 3.764e-01, eta: 8 days, 9:03:03, time: 1.596, data_time: 0.006, memory: 9063, top1_acc: 0.3037, top5_acc: 0.5635, loss_cls: 3.1922, loss: 3.1922, grad_norm: 1.1061 2020-08-02 05:00:36,615 - mmaction - INFO - Epoch [41][440/940] lr: 3.764e-01, eta: 8 days, 8:58:31, time: 1.687, data_time: 0.054, memory: 9063, top1_acc: 0.3039, top5_acc: 0.5531, loss_cls: 3.1963, loss: 3.1963, grad_norm: 1.1376 2020-08-02 05:01:08,287 - mmaction - INFO - Epoch [41][460/940] lr: 3.764e-01, eta: 8 days, 8:53:48, time: 1.584, data_time: 0.008, memory: 9063, top1_acc: 0.3088, top5_acc: 0.5570, loss_cls: 3.2263, loss: 3.2263, grad_norm: 1.1315 2020-08-02 05:01:39,599 - mmaction - INFO - Epoch [41][480/940] lr: 3.764e-01, eta: 8 days, 8:49:03, time: 1.567, data_time: 0.005, memory: 9063, top1_acc: 0.3137, top5_acc: 0.5672, loss_cls: 3.1822, loss: 3.1822, grad_norm: 1.1220 2020-08-02 05:02:11,415 - mmaction - INFO - Epoch [41][500/940] lr: 3.764e-01, eta: 8 days, 8:44:22, time: 1.591, data_time: 0.002, memory: 9063, top1_acc: 0.2998, top5_acc: 0.5535, loss_cls: 3.2137, loss: 3.2137, grad_norm: 1.1245 2020-08-02 05:02:42,506 - mmaction - INFO - Epoch [41][520/940] lr: 3.764e-01, eta: 8 days, 8:39:36, time: 1.554, data_time: 0.005, memory: 9063, top1_acc: 0.3113, top5_acc: 0.5480, loss_cls: 3.2310, loss: 3.2310, grad_norm: 1.1090 2020-08-02 05:03:14,161 - mmaction - INFO - Epoch [41][540/940] lr: 3.764e-01, eta: 8 days, 8:34:54, time: 1.581, data_time: 0.003, memory: 9063, top1_acc: 0.3133, top5_acc: 0.5721, loss_cls: 3.1581, loss: 3.1581, grad_norm: 1.1240 2020-08-02 05:03:45,772 - mmaction - INFO - Epoch [41][560/940] lr: 3.764e-01, eta: 8 days, 8:30:12, time: 1.579, data_time: 0.007, memory: 9063, top1_acc: 0.3074, top5_acc: 0.5572, loss_cls: 3.2093, loss: 3.2093, grad_norm: 1.1155 2020-08-02 05:04:18,608 - mmaction - INFO - Epoch [41][580/940] lr: 3.764e-01, eta: 8 days, 8:25:37, time: 1.639, data_time: 0.009, memory: 9063, top1_acc: 0.3061, top5_acc: 0.5602, loss_cls: 3.2091, loss: 3.2091, grad_norm: 1.1228 2020-08-02 05:04:49,647 - mmaction - INFO - Epoch [41][600/940] lr: 3.764e-01, eta: 8 days, 8:20:52, time: 1.556, data_time: 0.011, memory: 9063, top1_acc: 0.3146, top5_acc: 0.5721, loss_cls: 3.1384, loss: 3.1384, grad_norm: 1.0946 2020-08-02 05:05:19,679 - mmaction - INFO - Epoch [41][620/940] lr: 3.764e-01, eta: 8 days, 8:16:03, time: 1.501, data_time: 0.005, memory: 9063, top1_acc: 0.2998, top5_acc: 0.5480, loss_cls: 3.2457, loss: 3.2457, grad_norm: 1.1382 2020-08-02 05:05:51,527 - mmaction - INFO - Epoch [41][640/940] lr: 3.764e-01, eta: 8 days, 8:11:23, time: 1.594, data_time: 0.006, memory: 9063, top1_acc: 0.3102, top5_acc: 0.5648, loss_cls: 3.1759, loss: 3.1759, grad_norm: 1.0842 2020-08-02 05:06:23,495 - mmaction - INFO - Epoch [41][660/940] lr: 3.764e-01, eta: 8 days, 8:06:44, time: 1.597, data_time: 0.009, memory: 9063, top1_acc: 0.3133, top5_acc: 0.5627, loss_cls: 3.1731, loss: 3.1731, grad_norm: 1.1303 2020-08-02 05:06:54,773 - mmaction - INFO - Epoch [41][680/940] lr: 3.764e-01, eta: 8 days, 8:02:02, time: 1.566, data_time: 0.005, memory: 9063, top1_acc: 0.3150, top5_acc: 0.5650, loss_cls: 3.1777, loss: 3.1777, grad_norm: 1.1064 2020-08-02 06:04:38,265 - mmaction - INFO - Epoch [41][700/940] lr: 3.764e-01, eta: 8 days, 12:59:32, time: 173.163, data_time: 22.303, memory: 9063, top1_acc: 0.3170, top5_acc: 0.5684, loss_cls: 3.1670, loss: 3.1670, grad_norm: 1.1211 2020-08-02 06:05:03,082 - mmaction - INFO - Epoch [41][720/940] lr: 3.764e-01, eta: 8 days, 12:54:06, time: 1.251, data_time: 0.020, memory: 9063, top1_acc: 0.3014, top5_acc: 0.5586, loss_cls: 3.2051, loss: 3.2051, grad_norm: 1.1320 2020-08-02 06:05:29,382 - mmaction - INFO - Epoch [41][740/940] lr: 3.764e-01, eta: 8 days, 12:48:47, time: 1.315, data_time: 0.002, memory: 9063, top1_acc: 0.2979, top5_acc: 0.5568, loss_cls: 3.2307, loss: 3.2307, grad_norm: 1.1571 2020-08-02 06:05:57,624 - mmaction - INFO - Epoch [41][760/940] lr: 3.764e-01, eta: 8 days, 12:43:38, time: 1.410, data_time: 0.011, memory: 9063, top1_acc: 0.2980, top5_acc: 0.5445, loss_cls: 3.2590, loss: 3.2590, grad_norm: 1.1399 2020-08-02 06:46:48,512 - mmaction - INFO - Epoch [41][780/940] lr: 3.764e-01, eta: 8 days, 16:11:18, time: 122.546, data_time: 49.237, memory: 9063, top1_acc: 0.3115, top5_acc: 0.5707, loss_cls: 3.1464, loss: 3.1464, grad_norm: 1.1234 2020-08-02 07:14:57,459 - mmaction - INFO - Epoch [41][800/940] lr: 3.764e-01, eta: 8 days, 18:31:48, time: 84.441, data_time: 0.003, memory: 9063, top1_acc: 0.2988, top5_acc: 0.5547, loss_cls: 3.2210, loss: 3.2210, grad_norm: 1.1208 2020-08-02 07:15:22,552 - mmaction - INFO - Epoch [41][820/940] lr: 3.764e-01, eta: 8 days, 18:26:11, time: 1.261, data_time: 0.020, memory: 9063, top1_acc: 0.3092, top5_acc: 0.5475, loss_cls: 3.2424, loss: 3.2424, grad_norm: 1.1126 2020-08-02 07:15:48,400 - mmaction - INFO - Epoch [41][840/940] lr: 3.764e-01, eta: 8 days, 18:20:38, time: 1.291, data_time: 0.005, memory: 9063, top1_acc: 0.3078, top5_acc: 0.5584, loss_cls: 3.2258, loss: 3.2258, grad_norm: 1.1155 2020-08-02 07:16:16,344 - mmaction - INFO - Epoch [41][860/940] lr: 3.764e-01, eta: 8 days, 18:15:16, time: 1.399, data_time: 0.006, memory: 9063, top1_acc: 0.3131, top5_acc: 0.5566, loss_cls: 3.1979, loss: 3.1979, grad_norm: 1.1399 2020-08-02 07:16:44,949 - mmaction - INFO - Epoch [41][880/940] lr: 3.764e-01, eta: 8 days, 18:09:58, time: 1.429, data_time: 0.005, memory: 9063, top1_acc: 0.3131, top5_acc: 0.5586, loss_cls: 3.1687, loss: 3.1687, grad_norm: 1.1151 2020-08-02 07:17:13,085 - mmaction - INFO - Epoch [41][900/940] lr: 3.764e-01, eta: 8 days, 18:04:38, time: 1.408, data_time: 0.009, memory: 9063, top1_acc: 0.3049, top5_acc: 0.5584, loss_cls: 3.1848, loss: 3.1848, grad_norm: 1.1204 2020-08-02 07:17:42,550 - mmaction - INFO - Epoch [41][920/940] lr: 3.764e-01, eta: 8 days, 17:59:25, time: 1.472, data_time: 0.009, memory: 9063, top1_acc: 0.3031, top5_acc: 0.5646, loss_cls: 3.1950, loss: 3.1950, grad_norm: 1.1612 2020-08-02 07:18:12,525 - mmaction - INFO - Epoch [41][940/940] lr: 3.764e-01, eta: 8 days, 17:54:15, time: 1.499, data_time: 0.007, memory: 9063, top1_acc: 0.3026, top5_acc: 0.5552, loss_cls: 3.2201, loss: 3.2201, grad_norm: 1.1196 2020-08-02 07:46:01,224 - mmaction - INFO - Epoch [42][20/940] lr: 3.752e-01, eta: 8 days, 20:12:11, time: 83.407, data_time: 82.182, memory: 9063, top1_acc: 0.3115, top5_acc: 0.5734, loss_cls: 3.1635, loss: 3.1635, grad_norm: 1.1316 2020-08-02 07:46:26,135 - mmaction - INFO - Epoch [42][40/940] lr: 3.752e-01, eta: 8 days, 20:06:30, time: 1.252, data_time: 0.010, memory: 9063, top1_acc: 0.3162, top5_acc: 0.5742, loss_cls: 3.1406, loss: 3.1406, grad_norm: 1.1334 2020-08-02 07:46:51,243 - mmaction - INFO - Epoch [42][60/940] lr: 3.752e-01, eta: 8 days, 20:00:51, time: 1.256, data_time: 0.004, memory: 9063, top1_acc: 0.3166, top5_acc: 0.5689, loss_cls: 3.1472, loss: 3.1472, grad_norm: 1.1490 2020-08-02 07:47:18,083 - mmaction - INFO - Epoch [42][80/940] lr: 3.752e-01, eta: 8 days, 19:55:20, time: 1.341, data_time: 0.005, memory: 9063, top1_acc: 0.3076, top5_acc: 0.5605, loss_cls: 3.1900, loss: 3.1900, grad_norm: 1.1187 2020-08-02 07:47:44,690 - mmaction - INFO - Epoch [42][100/940] lr: 3.752e-01, eta: 8 days, 19:49:49, time: 1.331, data_time: 0.007, memory: 9063, top1_acc: 0.3074, top5_acc: 0.5516, loss_cls: 3.2232, loss: 3.2232, grad_norm: 1.1246 2020-08-02 07:48:13,314 - mmaction - INFO - Epoch [42][120/940] lr: 3.752e-01, eta: 8 days, 19:44:28, time: 1.426, data_time: 0.006, memory: 9063, top1_acc: 0.2994, top5_acc: 0.5561, loss_cls: 3.2303, loss: 3.2303, grad_norm: 1.1274 2020-08-02 07:48:42,179 - mmaction - INFO - Epoch [42][140/940] lr: 3.752e-01, eta: 8 days, 19:39:10, time: 1.449, data_time: 0.008, memory: 9063, top1_acc: 0.3125, top5_acc: 0.5605, loss_cls: 3.1705, loss: 3.1705, grad_norm: 1.1163 2020-08-02 07:49:12,972 - mmaction - INFO - Epoch [42][160/940] lr: 3.752e-01, eta: 8 days, 19:34:01, time: 1.537, data_time: 0.005, memory: 9063, top1_acc: 0.3018, top5_acc: 0.5549, loss_cls: 3.2180, loss: 3.2180, grad_norm: 1.1328 2020-08-02 07:49:42,701 - mmaction - INFO - Epoch [42][180/940] lr: 3.752e-01, eta: 8 days, 19:28:47, time: 1.489, data_time: 0.007, memory: 9063, top1_acc: 0.3074, top5_acc: 0.5691, loss_cls: 3.1879, loss: 3.1879, grad_norm: 1.1211 2020-08-02 07:50:13,528 - mmaction - INFO - Epoch [42][200/940] lr: 3.752e-01, eta: 8 days, 19:23:39, time: 1.540, data_time: 0.007, memory: 9063, top1_acc: 0.3096, top5_acc: 0.5654, loss_cls: 3.1605, loss: 3.1605, grad_norm: 1.1114 2020-08-02 07:50:44,607 - mmaction - INFO - Epoch [42][220/940] lr: 3.752e-01, eta: 8 days, 19:18:33, time: 1.555, data_time: 0.005, memory: 9063, top1_acc: 0.3092, top5_acc: 0.5484, loss_cls: 3.2172, loss: 3.2172, grad_norm: 1.1363 2020-08-02 07:51:14,744 - mmaction - INFO - Epoch [42][240/940] lr: 3.752e-01, eta: 8 days, 19:13:22, time: 1.502, data_time: 0.005, memory: 9063, top1_acc: 0.3078, top5_acc: 0.5557, loss_cls: 3.2214, loss: 3.2214, grad_norm: 1.1177 2020-08-02 07:51:45,235 - mmaction - INFO - Epoch [42][260/940] lr: 3.752e-01, eta: 8 days, 19:08:14, time: 1.529, data_time: 0.008, memory: 9063, top1_acc: 0.3178, top5_acc: 0.5707, loss_cls: 3.1349, loss: 3.1349, grad_norm: 1.1164 2020-08-02 07:52:16,324 - mmaction - INFO - Epoch [42][280/940] lr: 3.752e-01, eta: 8 days, 19:03:09, time: 1.553, data_time: 0.008, memory: 9063, top1_acc: 0.3080, top5_acc: 0.5508, loss_cls: 3.2066, loss: 3.2066, grad_norm: 1.1189 2020-08-02 07:52:46,677 - mmaction - INFO - Epoch [42][300/940] lr: 3.752e-01, eta: 8 days, 18:58:00, time: 1.517, data_time: 0.008, memory: 9063, top1_acc: 0.3146, top5_acc: 0.5648, loss_cls: 3.2004, loss: 3.2004, grad_norm: 1.1198 2020-08-02 07:53:18,858 - mmaction - INFO - Epoch [42][320/940] lr: 3.752e-01, eta: 8 days, 18:53:00, time: 1.605, data_time: 0.007, memory: 9063, top1_acc: 0.3088, top5_acc: 0.5592, loss_cls: 3.2001, loss: 3.2001, grad_norm: 1.1222 2020-08-02 07:53:49,744 - mmaction - INFO - Epoch [42][340/940] lr: 3.752e-01, eta: 8 days, 18:47:55, time: 1.548, data_time: 0.011, memory: 9063, top1_acc: 0.3156, top5_acc: 0.5727, loss_cls: 3.1548, loss: 3.1548, grad_norm: 1.1261 2020-08-02 07:54:20,833 - mmaction - INFO - Epoch [42][360/940] lr: 3.752e-01, eta: 8 days, 18:42:51, time: 1.557, data_time: 0.007, memory: 9063, top1_acc: 0.3127, top5_acc: 0.5541, loss_cls: 3.2314, loss: 3.2314, grad_norm: 1.1162 2020-08-02 07:54:52,354 - mmaction - INFO - Epoch [42][380/940] lr: 3.752e-01, eta: 8 days, 18:37:49, time: 1.571, data_time: 0.005, memory: 9063, top1_acc: 0.3037, top5_acc: 0.5592, loss_cls: 3.2000, loss: 3.2000, grad_norm: 1.1195 2020-08-02 07:55:24,515 - mmaction - INFO - Epoch [42][400/940] lr: 3.752e-01, eta: 8 days, 18:32:51, time: 1.609, data_time: 0.007, memory: 9063, top1_acc: 0.3064, top5_acc: 0.5527, loss_cls: 3.2060, loss: 3.2060, grad_norm: 1.1583 2020-08-02 07:55:55,311 - mmaction - INFO - Epoch [42][420/940] lr: 3.752e-01, eta: 8 days, 18:27:47, time: 1.539, data_time: 0.009, memory: 9063, top1_acc: 0.3033, top5_acc: 0.5537, loss_cls: 3.2207, loss: 3.2207, grad_norm: 1.1294 2020-08-02 07:56:27,096 - mmaction - INFO - Epoch [42][440/940] lr: 3.752e-01, eta: 8 days, 18:22:48, time: 1.593, data_time: 0.007, memory: 9063, top1_acc: 0.3100, top5_acc: 0.5645, loss_cls: 3.1828, loss: 3.1828, grad_norm: 1.1062 2020-08-02 07:56:59,245 - mmaction - INFO - Epoch [42][460/940] lr: 3.752e-01, eta: 8 days, 18:17:50, time: 1.605, data_time: 0.008, memory: 9063, top1_acc: 0.3072, top5_acc: 0.5637, loss_cls: 3.1691, loss: 3.1691, grad_norm: 1.1188 2020-08-02 07:57:31,650 - mmaction - INFO - Epoch [42][480/940] lr: 3.752e-01, eta: 8 days, 18:12:55, time: 1.622, data_time: 0.005, memory: 9063, top1_acc: 0.3143, top5_acc: 0.5672, loss_cls: 3.1624, loss: 3.1624, grad_norm: 1.1331 2020-08-02 07:58:03,400 - mmaction - INFO - Epoch [42][500/940] lr: 3.752e-01, eta: 8 days, 18:07:55, time: 1.583, data_time: 0.009, memory: 9063, top1_acc: 0.3125, top5_acc: 0.5660, loss_cls: 3.1637, loss: 3.1637, grad_norm: 1.1354 2020-08-02 07:58:35,414 - mmaction - INFO - Epoch [42][520/940] lr: 3.752e-01, eta: 8 days, 18:02:59, time: 1.605, data_time: 0.008, memory: 9063, top1_acc: 0.3016, top5_acc: 0.5504, loss_cls: 3.2228, loss: 3.2228, grad_norm: 1.1315 2020-08-02 08:43:57,800 - mmaction - INFO - Epoch [42][540/940] lr: 3.752e-01, eta: 8 days, 21:49:17, time: 136.108, data_time: 56.307, memory: 9063, top1_acc: 0.2994, top5_acc: 0.5525, loss_cls: 3.2377, loss: 3.2377, grad_norm: 1.1300 2020-08-02 09:29:54,739 - mmaction - INFO - Epoch [42][560/940] lr: 3.752e-01, eta: 9 days, 1:38:18, time: 137.851, data_time: 0.023, memory: 9063, top1_acc: 0.3045, top5_acc: 0.5555, loss_cls: 3.2264, loss: 3.2264, grad_norm: 1.1164 2020-08-02 09:30:19,264 - mmaction - INFO - Epoch [42][580/940] lr: 3.752e-01, eta: 9 days, 1:32:26, time: 1.233, data_time: 0.016, memory: 9063, top1_acc: 0.3057, top5_acc: 0.5648, loss_cls: 3.1693, loss: 3.1693, grad_norm: 1.1122 2020-08-02 09:30:44,690 - mmaction - INFO - Epoch [42][600/940] lr: 3.752e-01, eta: 9 days, 1:26:39, time: 1.266, data_time: 0.005, memory: 9063, top1_acc: 0.3158, top5_acc: 0.5711, loss_cls: 3.1221, loss: 3.1221, grad_norm: 1.1455 2020-08-02 09:31:12,538 - mmaction - INFO - Epoch [42][620/940] lr: 3.752e-01, eta: 9 days, 1:21:05, time: 1.398, data_time: 0.008, memory: 9063, top1_acc: 0.3053, top5_acc: 0.5727, loss_cls: 3.1535, loss: 3.1535, grad_norm: 1.1292 2020-08-02 09:31:41,266 - mmaction - INFO - Epoch [42][640/940] lr: 3.752e-01, eta: 9 days, 1:15:36, time: 1.434, data_time: 0.006, memory: 9063, top1_acc: 0.3078, top5_acc: 0.5709, loss_cls: 3.1608, loss: 3.1608, grad_norm: 1.1374 2020-08-02 09:32:11,052 - mmaction - INFO - Epoch [42][660/940] lr: 3.752e-01, eta: 9 days, 1:10:12, time: 1.491, data_time: 0.009, memory: 9063, top1_acc: 0.3197, top5_acc: 0.5602, loss_cls: 3.1606, loss: 3.1606, grad_norm: 1.1341 2020-08-02 09:32:40,690 - mmaction - INFO - Epoch [42][680/940] lr: 3.752e-01, eta: 9 days, 1:04:48, time: 1.482, data_time: 0.005, memory: 9063, top1_acc: 0.3191, top5_acc: 0.5676, loss_cls: 3.1447, loss: 3.1447, grad_norm: 1.1345 2020-08-02 09:33:11,473 - mmaction - INFO - Epoch [42][700/940] lr: 3.752e-01, eta: 9 days, 0:59:30, time: 1.538, data_time: 0.009, memory: 9063, top1_acc: 0.3057, top5_acc: 0.5543, loss_cls: 3.2079, loss: 3.2079, grad_norm: 1.1393 2020-08-02 09:33:41,336 - mmaction - INFO - Epoch [42][720/940] lr: 3.752e-01, eta: 9 days, 0:54:08, time: 1.494, data_time: 0.005, memory: 9063, top1_acc: 0.3076, top5_acc: 0.5668, loss_cls: 3.2014, loss: 3.2014, grad_norm: 1.1066 2020-08-02 09:34:12,070 - mmaction - INFO - Epoch [42][740/940] lr: 3.752e-01, eta: 9 days, 0:48:50, time: 1.533, data_time: 0.005, memory: 9063, top1_acc: 0.2928, top5_acc: 0.5437, loss_cls: 3.2628, loss: 3.2628, grad_norm: 1.1332 2020-08-02 09:34:44,178 - mmaction - INFO - Epoch [42][760/940] lr: 3.752e-01, eta: 9 days, 0:43:40, time: 1.607, data_time: 0.007, memory: 9063, top1_acc: 0.3059, top5_acc: 0.5551, loss_cls: 3.2040, loss: 3.2040, grad_norm: 1.1055 2020-08-02 09:35:13,982 - mmaction - INFO - Epoch [42][780/940] lr: 3.752e-01, eta: 9 days, 0:38:18, time: 1.489, data_time: 0.007, memory: 9063, top1_acc: 0.3129, top5_acc: 0.5549, loss_cls: 3.1757, loss: 3.1757, grad_norm: 1.1227 2020-08-02 09:35:46,336 - mmaction - INFO - Epoch [42][800/940] lr: 3.752e-01, eta: 9 days, 0:33:10, time: 1.622, data_time: 0.007, memory: 9063, top1_acc: 0.3035, top5_acc: 0.5572, loss_cls: 3.2143, loss: 3.2143, grad_norm: 1.1556 2020-08-02 09:36:17,387 - mmaction - INFO - Epoch [42][820/940] lr: 3.752e-01, eta: 9 days, 0:27:55, time: 1.547, data_time: 0.007, memory: 9063, top1_acc: 0.3014, top5_acc: 0.5512, loss_cls: 3.2180, loss: 3.2180, grad_norm: 1.0959 2020-08-02 09:36:48,333 - mmaction - INFO - Epoch [42][840/940] lr: 3.752e-01, eta: 9 days, 0:22:40, time: 1.553, data_time: 0.008, memory: 9063, top1_acc: 0.3045, top5_acc: 0.5594, loss_cls: 3.1540, loss: 3.1540, grad_norm: 1.1195 2020-08-02 09:37:19,377 - mmaction - INFO - Epoch [42][860/940] lr: 3.752e-01, eta: 9 days, 0:17:26, time: 1.550, data_time: 0.005, memory: 9063, top1_acc: 0.3145, top5_acc: 0.5602, loss_cls: 3.1798, loss: 3.1798, grad_norm: 1.1368 2020-08-02 09:37:51,967 - mmaction - INFO - Epoch [42][880/940] lr: 3.752e-01, eta: 9 days, 0:12:20, time: 1.632, data_time: 0.006, memory: 9063, top1_acc: 0.3143, top5_acc: 0.5684, loss_cls: 3.1731, loss: 3.1731, grad_norm: 1.1176 2020-08-02 09:38:23,050 - mmaction - INFO - Epoch [42][900/940] lr: 3.752e-01, eta: 9 days, 0:07:06, time: 1.551, data_time: 0.007, memory: 9063, top1_acc: 0.3061, top5_acc: 0.5547, loss_cls: 3.1873, loss: 3.1873, grad_norm: 1.1132 2020-08-02 09:38:54,903 - mmaction - INFO - Epoch [42][920/940] lr: 3.752e-01, eta: 9 days, 0:01:57, time: 1.595, data_time: 0.006, memory: 9063, top1_acc: 0.3162, top5_acc: 0.5658, loss_cls: 3.1685, loss: 3.1685, grad_norm: 1.1302 2020-08-02 09:39:25,036 - mmaction - INFO - Epoch [42][940/940] lr: 3.752e-01, eta: 8 days, 23:56:40, time: 1.507, data_time: 0.010, memory: 9063, top1_acc: 0.3135, top5_acc: 0.5678, loss_cls: 3.1670, loss: 3.1670, grad_norm: 1.1330 2020-08-02 10:00:28,528 - mmaction - INFO - Epoch [43][20/940] lr: 3.740e-01, eta: 9 days, 1:36:00, time: 63.148, data_time: 49.581, memory: 9063, top1_acc: 0.3160, top5_acc: 0.5756, loss_cls: 3.1285, loss: 3.1285, grad_norm: 1.1311 2020-08-02 10:00:53,816 - mmaction - INFO - Epoch [43][40/940] lr: 3.740e-01, eta: 9 days, 1:30:15, time: 1.271, data_time: 0.014, memory: 9063, top1_acc: 0.3187, top5_acc: 0.5701, loss_cls: 3.1184, loss: 3.1184, grad_norm: 1.1196 2020-08-02 10:01:20,786 - mmaction - INFO - Epoch [43][60/940] lr: 3.740e-01, eta: 9 days, 1:24:38, time: 1.347, data_time: 0.005, memory: 9063, top1_acc: 0.3061, top5_acc: 0.5611, loss_cls: 3.1840, loss: 3.1840, grad_norm: 1.1305 2020-08-02 10:01:48,747 - mmaction - INFO - Epoch [43][80/940] lr: 3.740e-01, eta: 9 days, 1:19:07, time: 1.400, data_time: 0.005, memory: 9063, top1_acc: 0.3219, top5_acc: 0.5709, loss_cls: 3.1460, loss: 3.1460, grad_norm: 1.1291 2020-08-02 10:02:18,097 - mmaction - INFO - Epoch [43][100/940] lr: 3.740e-01, eta: 9 days, 1:13:43, time: 1.464, data_time: 0.005, memory: 9063, top1_acc: 0.3148, top5_acc: 0.5563, loss_cls: 3.2141, loss: 3.2141, grad_norm: 1.1228 2020-08-02 10:02:47,004 - mmaction - INFO - Epoch [43][120/940] lr: 3.740e-01, eta: 9 days, 1:08:17, time: 1.449, data_time: 0.007, memory: 9063, top1_acc: 0.3148, top5_acc: 0.5586, loss_cls: 3.1888, loss: 3.1888, grad_norm: 1.1138 2020-08-02 10:03:17,438 - mmaction - INFO - Epoch [43][140/940] lr: 3.740e-01, eta: 9 days, 1:02:59, time: 1.518, data_time: 0.007, memory: 9063, top1_acc: 0.3160, top5_acc: 0.5678, loss_cls: 3.1665, loss: 3.1665, grad_norm: 1.1221 2020-08-02 10:03:48,983 - mmaction - INFO - Epoch [43][160/940] lr: 3.740e-01, eta: 9 days, 0:57:47, time: 1.580, data_time: 0.007, memory: 9063, top1_acc: 0.3121, top5_acc: 0.5641, loss_cls: 3.1788, loss: 3.1788, grad_norm: 1.1326 2020-08-02 10:04:20,280 - mmaction - INFO - Epoch [43][180/940] lr: 3.740e-01, eta: 9 days, 0:52:34, time: 1.566, data_time: 0.007, memory: 9063, top1_acc: 0.3158, top5_acc: 0.5656, loss_cls: 3.1620, loss: 3.1620, grad_norm: 1.1224 2020-08-02 10:04:51,133 - mmaction - INFO - Epoch [43][200/940] lr: 3.740e-01, eta: 9 days, 0:47:19, time: 1.542, data_time: 0.005, memory: 9063, top1_acc: 0.3115, top5_acc: 0.5586, loss_cls: 3.1833, loss: 3.1833, grad_norm: 1.1384 2020-08-02 10:05:21,872 - mmaction - INFO - Epoch [43][220/940] lr: 3.740e-01, eta: 9 days, 0:42:04, time: 1.535, data_time: 0.004, memory: 9063, top1_acc: 0.3074, top5_acc: 0.5639, loss_cls: 3.1863, loss: 3.1863, grad_norm: 1.1243 2020-08-02 10:05:52,773 - mmaction - INFO - Epoch [43][240/940] lr: 3.740e-01, eta: 9 days, 0:36:50, time: 1.547, data_time: 0.006, memory: 9063, top1_acc: 0.2992, top5_acc: 0.5465, loss_cls: 3.2344, loss: 3.2344, grad_norm: 1.1240 2020-08-02 10:06:24,737 - mmaction - INFO - Epoch [43][260/940] lr: 3.740e-01, eta: 9 days, 0:31:41, time: 1.597, data_time: 0.006, memory: 9063, top1_acc: 0.3082, top5_acc: 0.5678, loss_cls: 3.1555, loss: 3.1555, grad_norm: 1.1193 2020-08-02 10:06:56,994 - mmaction - INFO - Epoch [43][280/940] lr: 3.740e-01, eta: 9 days, 0:26:35, time: 1.615, data_time: 0.007, memory: 9063, top1_acc: 0.3105, top5_acc: 0.5697, loss_cls: 3.1379, loss: 3.1379, grad_norm: 1.1237 2020-08-02 10:07:28,093 - mmaction - INFO - Epoch [43][300/940] lr: 3.740e-01, eta: 9 days, 0:21:22, time: 1.553, data_time: 0.005, memory: 9063, top1_acc: 0.3004, top5_acc: 0.5578, loss_cls: 3.2015, loss: 3.2015, grad_norm: 1.1312 2020-08-02 10:07:59,905 - mmaction - INFO - Epoch [43][320/940] lr: 3.740e-01, eta: 9 days, 0:16:14, time: 1.593, data_time: 0.006, memory: 9063, top1_acc: 0.3129, top5_acc: 0.5570, loss_cls: 3.2029, loss: 3.2029, grad_norm: 1.1280 2020-08-02 10:08:31,225 - mmaction - INFO - Epoch [43][340/940] lr: 3.740e-01, eta: 9 days, 0:11:03, time: 1.563, data_time: 0.006, memory: 9063, top1_acc: 0.3102, top5_acc: 0.5600, loss_cls: 3.1948, loss: 3.1948, grad_norm: 1.1178 2020-08-02 10:09:03,577 - mmaction - INFO - Epoch [43][360/940] lr: 3.740e-01, eta: 9 days, 0:05:59, time: 1.620, data_time: 0.006, memory: 9063, top1_acc: 0.2984, top5_acc: 0.5531, loss_cls: 3.2343, loss: 3.2343, grad_norm: 1.1162 2020-08-02 10:09:34,782 - mmaction - INFO - Epoch [43][380/940] lr: 3.740e-01, eta: 9 days, 0:00:48, time: 1.560, data_time: 0.004, memory: 9063, top1_acc: 0.3027, top5_acc: 0.5531, loss_cls: 3.2280, loss: 3.2280, grad_norm: 1.1065 2020-08-02 10:10:06,971 - mmaction - INFO - Epoch [43][400/940] lr: 3.740e-01, eta: 8 days, 23:55:43, time: 1.609, data_time: 0.003, memory: 9063, top1_acc: 0.3111, top5_acc: 0.5693, loss_cls: 3.1881, loss: 3.1881, grad_norm: 1.1312 2020-08-02 10:10:38,518 - mmaction - INFO - Epoch [43][420/940] lr: 3.740e-01, eta: 8 days, 23:50:34, time: 1.576, data_time: 0.002, memory: 9063, top1_acc: 0.3229, top5_acc: 0.5738, loss_cls: 3.1508, loss: 3.1508, grad_norm: 1.1320 2020-08-02 10:11:11,100 - mmaction - INFO - Epoch [43][440/940] lr: 3.740e-01, eta: 8 days, 23:45:31, time: 1.630, data_time: 0.007, memory: 9063, top1_acc: 0.2979, top5_acc: 0.5529, loss_cls: 3.2078, loss: 3.2078, grad_norm: 1.1332 2020-08-02 10:11:42,156 - mmaction - INFO - Epoch [43][460/940] lr: 3.740e-01, eta: 8 days, 23:40:21, time: 1.550, data_time: 0.007, memory: 9063, top1_acc: 0.3049, top5_acc: 0.5561, loss_cls: 3.2079, loss: 3.2079, grad_norm: 1.1400 2020-08-02 10:12:14,074 - mmaction - INFO - Epoch [43][480/940] lr: 3.740e-01, eta: 8 days, 23:35:15, time: 1.598, data_time: 0.009, memory: 9063, top1_acc: 0.3031, top5_acc: 0.5600, loss_cls: 3.1886, loss: 3.1886, grad_norm: 1.1400 2020-08-02 10:12:46,167 - mmaction - INFO - Epoch [43][500/940] lr: 3.740e-01, eta: 8 days, 23:30:11, time: 1.603, data_time: 0.005, memory: 9063, top1_acc: 0.2996, top5_acc: 0.5434, loss_cls: 3.2342, loss: 3.2342, grad_norm: 1.1240 2020-08-02 10:13:18,472 - mmaction - INFO - Epoch [43][520/940] lr: 3.740e-01, eta: 8 days, 23:25:08, time: 1.616, data_time: 0.006, memory: 9063, top1_acc: 0.3070, top5_acc: 0.5463, loss_cls: 3.2299, loss: 3.2299, grad_norm: 1.1102 2020-08-02 10:13:50,506 - mmaction - INFO - Epoch [43][540/940] lr: 3.740e-01, eta: 8 days, 23:20:03, time: 1.600, data_time: 0.006, memory: 9063, top1_acc: 0.3271, top5_acc: 0.5730, loss_cls: 3.1075, loss: 3.1075, grad_norm: 1.1489 2020-08-02 10:14:22,275 - mmaction - INFO - Epoch [43][560/940] lr: 3.740e-01, eta: 8 days, 23:14:58, time: 1.591, data_time: 0.009, memory: 9063, top1_acc: 0.2992, top5_acc: 0.5627, loss_cls: 3.2251, loss: 3.2251, grad_norm: 1.1430 2020-08-02 10:14:53,009 - mmaction - INFO - Epoch [43][580/940] lr: 3.740e-01, eta: 8 days, 23:09:48, time: 1.536, data_time: 0.005, memory: 9063, top1_acc: 0.3072, top5_acc: 0.5719, loss_cls: 3.1569, loss: 3.1569, grad_norm: 1.1229 2020-08-02 10:15:25,668 - mmaction - INFO - Epoch [43][600/940] lr: 3.740e-01, eta: 8 days, 23:04:48, time: 1.634, data_time: 0.005, memory: 9063, top1_acc: 0.3297, top5_acc: 0.5775, loss_cls: 3.1007, loss: 3.1007, grad_norm: 1.1237 2020-08-02 10:15:57,976 - mmaction - INFO - Epoch [43][620/940] lr: 3.740e-01, eta: 8 days, 22:59:45, time: 1.610, data_time: 0.005, memory: 9063, top1_acc: 0.3127, top5_acc: 0.5680, loss_cls: 3.1674, loss: 3.1674, grad_norm: 1.1294 2020-08-02 10:16:30,757 - mmaction - INFO - Epoch [43][640/940] lr: 3.740e-01, eta: 8 days, 22:54:47, time: 1.644, data_time: 0.008, memory: 9063, top1_acc: 0.3072, top5_acc: 0.5689, loss_cls: 3.1991, loss: 3.1991, grad_norm: 1.1139 2020-08-02 10:17:03,033 - mmaction - INFO - Epoch [43][660/940] lr: 3.740e-01, eta: 8 days, 22:49:45, time: 1.615, data_time: 0.010, memory: 9063, top1_acc: 0.3148, top5_acc: 0.5713, loss_cls: 3.1335, loss: 3.1335, grad_norm: 1.1302 2020-08-02 10:17:35,042 - mmaction - INFO - Epoch [43][680/940] lr: 3.740e-01, eta: 8 days, 22:44:43, time: 1.600, data_time: 0.001, memory: 9063, top1_acc: 0.3174, top5_acc: 0.5758, loss_cls: 3.1502, loss: 3.1502, grad_norm: 1.1154 2020-08-02 10:18:07,434 - mmaction - INFO - Epoch [43][700/940] lr: 3.740e-01, eta: 8 days, 22:39:42, time: 1.618, data_time: 0.008, memory: 9063, top1_acc: 0.3205, top5_acc: 0.5705, loss_cls: 3.1212, loss: 3.1212, grad_norm: 1.1506 2020-08-02 10:18:39,004 - mmaction - INFO - Epoch [43][720/940] lr: 3.740e-01, eta: 8 days, 22:34:38, time: 1.578, data_time: 0.006, memory: 9063, top1_acc: 0.2996, top5_acc: 0.5504, loss_cls: 3.2341, loss: 3.2341, grad_norm: 1.1602 2020-08-02 10:19:11,102 - mmaction - INFO - Epoch [43][740/940] lr: 3.740e-01, eta: 8 days, 22:29:37, time: 1.605, data_time: 0.008, memory: 9063, top1_acc: 0.3014, top5_acc: 0.5631, loss_cls: 3.1965, loss: 3.1965, grad_norm: 1.1506 2020-08-02 10:19:43,765 - mmaction - INFO - Epoch [43][760/940] lr: 3.740e-01, eta: 8 days, 22:24:39, time: 1.635, data_time: 0.006, memory: 9063, top1_acc: 0.3123, top5_acc: 0.5645, loss_cls: 3.1859, loss: 3.1859, grad_norm: 1.1498 2020-08-02 10:20:15,915 - mmaction - INFO - Epoch [43][780/940] lr: 3.740e-01, eta: 8 days, 22:19:39, time: 1.607, data_time: 0.005, memory: 9063, top1_acc: 0.3107, top5_acc: 0.5629, loss_cls: 3.1629, loss: 3.1629, grad_norm: 1.1019 2020-08-02 10:20:47,572 - mmaction - INFO - Epoch [43][800/940] lr: 3.740e-01, eta: 8 days, 22:14:36, time: 1.583, data_time: 0.004, memory: 9063, top1_acc: 0.3086, top5_acc: 0.5600, loss_cls: 3.1571, loss: 3.1571, grad_norm: 1.1344 2020-08-02 10:21:19,982 - mmaction - INFO - Epoch [43][820/940] lr: 3.740e-01, eta: 8 days, 22:09:37, time: 1.616, data_time: 0.005, memory: 9063, top1_acc: 0.3070, top5_acc: 0.5596, loss_cls: 3.1783, loss: 3.1783, grad_norm: 1.1372 2020-08-02 10:21:52,121 - mmaction - INFO - Epoch [43][840/940] lr: 3.740e-01, eta: 8 days, 22:04:38, time: 1.612, data_time: 0.007, memory: 9063, top1_acc: 0.3145, top5_acc: 0.5687, loss_cls: 3.1810, loss: 3.1810, grad_norm: 1.1202 2020-08-02 10:22:25,613 - mmaction - INFO - Epoch [43][860/940] lr: 3.740e-01, eta: 8 days, 21:59:45, time: 1.669, data_time: 0.004, memory: 9063, top1_acc: 0.3098, top5_acc: 0.5719, loss_cls: 3.1482, loss: 3.1482, grad_norm: 1.1353 2020-08-02 10:22:57,536 - mmaction - INFO - Epoch [43][880/940] lr: 3.740e-01, eta: 8 days, 21:54:45, time: 1.601, data_time: 0.008, memory: 9063, top1_acc: 0.2998, top5_acc: 0.5699, loss_cls: 3.1817, loss: 3.1817, grad_norm: 1.1538 2020-08-02 10:23:29,559 - mmaction - INFO - Epoch [43][900/940] lr: 3.740e-01, eta: 8 days, 21:49:45, time: 1.599, data_time: 0.006, memory: 9063, top1_acc: 0.3123, top5_acc: 0.5687, loss_cls: 3.1745, loss: 3.1745, grad_norm: 1.1151 2020-08-02 10:24:01,597 - mmaction - INFO - Epoch [43][920/940] lr: 3.740e-01, eta: 8 days, 21:44:46, time: 1.604, data_time: 0.005, memory: 9063, top1_acc: 0.3164, top5_acc: 0.5734, loss_cls: 3.1454, loss: 3.1454, grad_norm: 1.1441 2020-08-02 10:24:32,378 - mmaction - INFO - Epoch [43][940/940] lr: 3.740e-01, eta: 8 days, 21:39:41, time: 1.540, data_time: 0.005, memory: 9063, top1_acc: 0.3017, top5_acc: 0.5548, loss_cls: 3.2364, loss: 3.2364, grad_norm: 1.1236 2020-08-02 10:51:51,351 - mmaction - INFO - Epoch [44][20/940] lr: 3.728e-01, eta: 8 days, 23:47:16, time: 81.929, data_time: 67.316, memory: 9063, top1_acc: 0.3197, top5_acc: 0.5730, loss_cls: 3.1482, loss: 3.1482, grad_norm: 1.1419 2020-08-02 10:52:16,384 - mmaction - INFO - Epoch [44][40/940] lr: 3.728e-01, eta: 8 days, 23:41:38, time: 1.254, data_time: 0.006, memory: 9063, top1_acc: 0.3117, top5_acc: 0.5613, loss_cls: 3.1872, loss: 3.1872, grad_norm: 1.1155 2020-08-02 10:52:42,076 - mmaction - INFO - Epoch [44][60/940] lr: 3.728e-01, eta: 8 days, 23:36:04, time: 1.283, data_time: 0.008, memory: 9063, top1_acc: 0.3080, top5_acc: 0.5709, loss_cls: 3.1832, loss: 3.1832, grad_norm: 1.1297 2020-08-02 10:53:10,037 - mmaction - INFO - Epoch [44][80/940] lr: 3.728e-01, eta: 8 days, 23:30:42, time: 1.399, data_time: 0.005, memory: 9063, top1_acc: 0.3137, top5_acc: 0.5654, loss_cls: 3.1672, loss: 3.1672, grad_norm: 1.1282 2020-08-02 10:53:37,581 - mmaction - INFO - Epoch [44][100/940] lr: 3.728e-01, eta: 8 days, 23:25:17, time: 1.374, data_time: 0.005, memory: 9063, top1_acc: 0.3021, top5_acc: 0.5586, loss_cls: 3.1998, loss: 3.1998, grad_norm: 1.1214 2020-08-02 10:54:06,575 - mmaction - INFO - Epoch [44][120/940] lr: 3.728e-01, eta: 8 days, 23:20:00, time: 1.453, data_time: 0.007, memory: 9063, top1_acc: 0.3258, top5_acc: 0.5830, loss_cls: 3.0893, loss: 3.0893, grad_norm: 1.1332 2020-08-02 10:54:35,385 - mmaction - INFO - Epoch [44][140/940] lr: 3.728e-01, eta: 8 days, 23:14:43, time: 1.440, data_time: 0.008, memory: 9063, top1_acc: 0.3229, top5_acc: 0.5693, loss_cls: 3.1595, loss: 3.1595, grad_norm: 1.1445 2020-08-02 10:55:07,137 - mmaction - INFO - Epoch [44][160/940] lr: 3.728e-01, eta: 8 days, 23:09:40, time: 1.588, data_time: 0.002, memory: 9063, top1_acc: 0.3213, top5_acc: 0.5787, loss_cls: 3.1157, loss: 3.1157, grad_norm: 1.1331 2020-08-02 10:55:38,665 - mmaction - INFO - Epoch [44][180/940] lr: 3.728e-01, eta: 8 days, 23:04:36, time: 1.576, data_time: 0.002, memory: 9063, top1_acc: 0.3002, top5_acc: 0.5484, loss_cls: 3.2433, loss: 3.2433, grad_norm: 1.1298 2020-08-02 10:56:09,585 - mmaction - INFO - Epoch [44][200/940] lr: 3.728e-01, eta: 8 days, 22:59:30, time: 1.543, data_time: 0.004, memory: 9063, top1_acc: 0.3121, top5_acc: 0.5645, loss_cls: 3.1523, loss: 3.1523, grad_norm: 1.1160 2020-08-02 10:56:39,581 - mmaction - INFO - Epoch [44][220/940] lr: 3.728e-01, eta: 8 days, 22:54:19, time: 1.502, data_time: 0.006, memory: 9063, top1_acc: 0.3189, top5_acc: 0.5738, loss_cls: 3.1519, loss: 3.1519, grad_norm: 1.1232 2020-08-02 10:57:10,519 - mmaction - INFO - Epoch [44][240/940] lr: 3.728e-01, eta: 8 days, 22:49:14, time: 1.547, data_time: 0.006, memory: 9063, top1_acc: 0.3053, top5_acc: 0.5613, loss_cls: 3.1892, loss: 3.1892, grad_norm: 1.1503 2020-08-02 10:57:42,807 - mmaction - INFO - Epoch [44][260/940] lr: 3.728e-01, eta: 8 days, 22:44:15, time: 1.616, data_time: 0.005, memory: 9063, top1_acc: 0.3121, top5_acc: 0.5754, loss_cls: 3.1150, loss: 3.1150, grad_norm: 1.1229 2020-08-02 10:58:15,308 - mmaction - INFO - Epoch [44][280/940] lr: 3.728e-01, eta: 8 days, 22:39:17, time: 1.622, data_time: 0.005, memory: 9063, top1_acc: 0.3043, top5_acc: 0.5627, loss_cls: 3.2080, loss: 3.2080, grad_norm: 1.1391 2020-08-02 10:58:46,251 - mmaction - INFO - Epoch [44][300/940] lr: 3.728e-01, eta: 8 days, 22:34:12, time: 1.549, data_time: 0.006, memory: 9063, top1_acc: 0.3064, top5_acc: 0.5627, loss_cls: 3.2041, loss: 3.2041, grad_norm: 1.1073 2020-08-02 10:59:19,016 - mmaction - INFO - Epoch [44][320/940] lr: 3.728e-01, eta: 8 days, 22:29:17, time: 1.637, data_time: 0.010, memory: 9063, top1_acc: 0.3111, top5_acc: 0.5613, loss_cls: 3.1908, loss: 3.1908, grad_norm: 1.1176 2020-08-02 10:59:49,694 - mmaction - INFO - Epoch [44][340/940] lr: 3.728e-01, eta: 8 days, 22:24:11, time: 1.535, data_time: 0.008, memory: 9063, top1_acc: 0.3125, top5_acc: 0.5604, loss_cls: 3.1576, loss: 3.1576, grad_norm: 1.1415 2020-08-02 11:00:24,231 - mmaction - INFO - Epoch [44][360/940] lr: 3.728e-01, eta: 8 days, 22:19:24, time: 1.720, data_time: 0.005, memory: 9063, top1_acc: 0.3127, top5_acc: 0.5598, loss_cls: 3.1695, loss: 3.1695, grad_norm: 1.1406 2020-08-02 11:00:55,950 - mmaction - INFO - Epoch [44][380/940] lr: 3.728e-01, eta: 8 days, 22:14:25, time: 1.593, data_time: 0.018, memory: 9063, top1_acc: 0.3119, top5_acc: 0.5561, loss_cls: 3.1748, loss: 3.1748, grad_norm: 1.1305 2020-08-02 11:01:28,712 - mmaction - INFO - Epoch [44][400/940] lr: 3.728e-01, eta: 8 days, 22:09:30, time: 1.637, data_time: 0.005, memory: 9063, top1_acc: 0.3172, top5_acc: 0.5586, loss_cls: 3.1927, loss: 3.1927, grad_norm: 1.1266 2020-08-02 11:02:00,349 - mmaction - INFO - Epoch [44][420/940] lr: 3.728e-01, eta: 8 days, 22:04:30, time: 1.582, data_time: 0.005, memory: 9063, top1_acc: 0.3066, top5_acc: 0.5580, loss_cls: 3.2047, loss: 3.2047, grad_norm: 1.1291 2020-08-02 11:02:32,853 - mmaction - INFO - Epoch [44][440/940] lr: 3.728e-01, eta: 8 days, 21:59:34, time: 1.625, data_time: 0.006, memory: 9063, top1_acc: 0.3025, top5_acc: 0.5500, loss_cls: 3.2377, loss: 3.2377, grad_norm: 1.1119 2020-08-02 11:03:05,500 - mmaction - INFO - Epoch [44][460/940] lr: 3.728e-01, eta: 8 days, 21:54:40, time: 1.634, data_time: 0.005, memory: 9063, top1_acc: 0.2973, top5_acc: 0.5492, loss_cls: 3.2645, loss: 3.2645, grad_norm: 1.1254 2020-08-02 11:34:05,316 - mmaction - INFO - Epoch [44][480/940] lr: 3.728e-01, eta: 9 days, 0:18:28, time: 92.983, data_time: 84.532, memory: 9063, top1_acc: 0.3078, top5_acc: 0.5658, loss_cls: 3.1613, loss: 3.1613, grad_norm: 1.1099 2020-08-02 12:03:45,277 - mmaction - INFO - Epoch [44][500/940] lr: 3.728e-01, eta: 9 days, 2:35:37, time: 88.997, data_time: 9.035, memory: 9063, top1_acc: 0.3115, top5_acc: 0.5615, loss_cls: 3.1943, loss: 3.1943, grad_norm: 1.1501 2020-08-02 12:04:10,210 - mmaction - INFO - Epoch [44][520/940] lr: 3.728e-01, eta: 9 days, 2:29:57, time: 1.256, data_time: 0.023, memory: 9063, top1_acc: 0.3055, top5_acc: 0.5697, loss_cls: 3.1785, loss: 3.1785, grad_norm: 1.1116 2020-08-02 12:41:54,307 - mmaction - INFO - Epoch [44][540/940] lr: 3.728e-01, eta: 9 days, 5:26:11, time: 113.200, data_time: 89.015, memory: 9063, top1_acc: 0.3187, top5_acc: 0.5711, loss_cls: 3.1437, loss: 3.1437, grad_norm: 1.1418 2020-08-02 12:42:19,028 - mmaction - INFO - Epoch [44][560/940] lr: 3.728e-01, eta: 9 days, 5:20:23, time: 1.241, data_time: 0.009, memory: 9063, top1_acc: 0.3148, top5_acc: 0.5547, loss_cls: 3.2189, loss: 3.2189, grad_norm: 1.1277 2020-08-02 12:42:44,604 - mmaction - INFO - Epoch [44][580/940] lr: 3.728e-01, eta: 9 days, 5:14:39, time: 1.279, data_time: 0.002, memory: 9063, top1_acc: 0.3193, top5_acc: 0.5814, loss_cls: 3.1191, loss: 3.1191, grad_norm: 1.1206 2020-08-02 12:43:13,404 - mmaction - INFO - Epoch [44][600/940] lr: 3.728e-01, eta: 9 days, 5:09:10, time: 1.435, data_time: 0.004, memory: 9063, top1_acc: 0.3215, top5_acc: 0.5625, loss_cls: 3.1740, loss: 3.1740, grad_norm: 1.1344 2020-08-02 12:43:42,650 - mmaction - INFO - Epoch [44][620/940] lr: 3.728e-01, eta: 9 days, 5:03:45, time: 1.467, data_time: 0.007, memory: 9063, top1_acc: 0.3109, top5_acc: 0.5693, loss_cls: 3.1676, loss: 3.1676, grad_norm: 1.1456 2020-08-02 12:44:13,069 - mmaction - INFO - Epoch [44][640/940] lr: 3.728e-01, eta: 9 days, 4:58:26, time: 1.519, data_time: 0.005, memory: 9063, top1_acc: 0.3008, top5_acc: 0.5645, loss_cls: 3.2096, loss: 3.2096, grad_norm: 1.1616 2020-08-02 12:44:43,390 - mmaction - INFO - Epoch [44][660/940] lr: 3.728e-01, eta: 9 days, 4:53:06, time: 1.516, data_time: 0.005, memory: 9063, top1_acc: 0.2984, top5_acc: 0.5518, loss_cls: 3.2649, loss: 3.2649, grad_norm: 1.1364 2020-08-02 12:45:14,512 - mmaction - INFO - Epoch [44][680/940] lr: 3.728e-01, eta: 9 days, 4:47:50, time: 1.551, data_time: 0.007, memory: 9063, top1_acc: 0.3057, top5_acc: 0.5516, loss_cls: 3.1943, loss: 3.1943, grad_norm: 1.1255 2020-08-02 12:45:45,266 - mmaction - INFO - Epoch [44][700/940] lr: 3.728e-01, eta: 9 days, 4:42:34, time: 1.544, data_time: 0.009, memory: 9063, top1_acc: 0.3074, top5_acc: 0.5555, loss_cls: 3.1823, loss: 3.1823, grad_norm: 1.1310 2020-08-02 12:46:16,990 - mmaction - INFO - Epoch [44][720/940] lr: 3.728e-01, eta: 9 days, 4:37:21, time: 1.584, data_time: 0.007, memory: 9063, top1_acc: 0.3059, top5_acc: 0.5586, loss_cls: 3.1787, loss: 3.1787, grad_norm: 1.1155 2020-08-02 12:46:47,683 - mmaction - INFO - Epoch [44][740/940] lr: 3.728e-01, eta: 9 days, 4:32:05, time: 1.538, data_time: 0.006, memory: 9063, top1_acc: 0.3086, top5_acc: 0.5658, loss_cls: 3.1673, loss: 3.1673, grad_norm: 1.1490 2020-08-02 12:47:20,066 - mmaction - INFO - Epoch [44][760/940] lr: 3.728e-01, eta: 9 days, 4:26:56, time: 1.618, data_time: 0.007, memory: 9063, top1_acc: 0.3082, top5_acc: 0.5643, loss_cls: 3.1877, loss: 3.1877, grad_norm: 1.1407 2020-08-02 12:47:50,907 - mmaction - INFO - Epoch [44][780/940] lr: 3.728e-01, eta: 9 days, 4:21:41, time: 1.541, data_time: 0.006, memory: 9063, top1_acc: 0.3111, top5_acc: 0.5592, loss_cls: 3.1809, loss: 3.1809, grad_norm: 1.1324 2020-08-02 12:48:21,906 - mmaction - INFO - Epoch [44][800/940] lr: 3.728e-01, eta: 9 days, 4:16:27, time: 1.553, data_time: 0.008, memory: 9063, top1_acc: 0.3070, top5_acc: 0.5619, loss_cls: 3.2113, loss: 3.2113, grad_norm: 1.1308 2020-08-02 12:48:53,279 - mmaction - INFO - Epoch [44][820/940] lr: 3.728e-01, eta: 9 days, 4:11:14, time: 1.567, data_time: 0.004, memory: 9063, top1_acc: 0.3018, top5_acc: 0.5479, loss_cls: 3.2343, loss: 3.2343, grad_norm: 1.1354 2020-08-02 12:49:25,009 - mmaction - INFO - Epoch [44][840/940] lr: 3.728e-01, eta: 9 days, 4:06:04, time: 1.588, data_time: 0.005, memory: 9063, top1_acc: 0.3098, top5_acc: 0.5643, loss_cls: 3.1834, loss: 3.1834, grad_norm: 1.1489 2020-08-02 12:49:56,485 - mmaction - INFO - Epoch [44][860/940] lr: 3.728e-01, eta: 9 days, 4:00:52, time: 1.572, data_time: 0.006, memory: 9063, top1_acc: 0.3051, top5_acc: 0.5561, loss_cls: 3.2432, loss: 3.2432, grad_norm: 1.1191 2020-08-02 12:50:29,479 - mmaction - INFO - Epoch [44][880/940] lr: 3.728e-01, eta: 9 days, 3:55:48, time: 1.647, data_time: 0.005, memory: 9063, top1_acc: 0.3033, top5_acc: 0.5617, loss_cls: 3.1888, loss: 3.1888, grad_norm: 1.1403 2020-08-02 12:51:00,214 - mmaction - INFO - Epoch [44][900/940] lr: 3.728e-01, eta: 9 days, 3:50:34, time: 1.540, data_time: 0.009, memory: 9063, top1_acc: 0.3172, top5_acc: 0.5768, loss_cls: 3.1232, loss: 3.1232, grad_norm: 1.1342 2020-08-02 12:51:31,785 - mmaction - INFO - Epoch [44][920/940] lr: 3.728e-01, eta: 9 days, 3:45:24, time: 1.581, data_time: 0.005, memory: 9063, top1_acc: 0.3141, top5_acc: 0.5543, loss_cls: 3.1941, loss: 3.1941, grad_norm: 1.1495 2020-08-02 12:52:02,434 - mmaction - INFO - Epoch [44][940/940] lr: 3.728e-01, eta: 9 days, 3:40:10, time: 1.530, data_time: 0.005, memory: 9063, top1_acc: 0.3064, top5_acc: 0.5584, loss_cls: 3.2174, loss: 3.2174, grad_norm: 1.1382 2020-08-02 12:52:02,832 - mmaction - INFO - Saving checkpoint at 44 epochs 2020-08-02 13:21:08,345 - mmaction - INFO - Epoch [45][20/940] lr: 3.715e-01, eta: 9 days, 5:52:26, time: 87.193, data_time: 85.546, memory: 9063, top1_acc: 0.3078, top5_acc: 0.5576, loss_cls: 3.2042, loss: 3.2042, grad_norm: 1.1331 2020-08-02 13:21:33,196 - mmaction - INFO - Epoch [45][40/940] lr: 3.715e-01, eta: 9 days, 5:46:40, time: 1.253, data_time: 0.018, memory: 9063, top1_acc: 0.3059, top5_acc: 0.5635, loss_cls: 3.1965, loss: 3.1965, grad_norm: 1.1271 2020-08-02 13:21:59,860 - mmaction - INFO - Epoch [45][60/940] lr: 3.715e-01, eta: 9 days, 5:41:03, time: 1.331, data_time: 0.005, memory: 9063, top1_acc: 0.3143, top5_acc: 0.5770, loss_cls: 3.1525, loss: 3.1525, grad_norm: 1.1317 2020-08-02 13:22:26,835 - mmaction - INFO - Epoch [45][80/940] lr: 3.715e-01, eta: 9 days, 5:35:27, time: 1.351, data_time: 0.006, memory: 9063, top1_acc: 0.3111, top5_acc: 0.5660, loss_cls: 3.1740, loss: 3.1740, grad_norm: 1.1514 2020-08-02 13:22:54,057 - mmaction - INFO - Epoch [45][100/940] lr: 3.715e-01, eta: 9 days, 5:29:53, time: 1.360, data_time: 0.006, memory: 9063, top1_acc: 0.3094, top5_acc: 0.5523, loss_cls: 3.2063, loss: 3.2063, grad_norm: 1.1252 2020-08-02 14:17:09,398 - mmaction - INFO - Epoch [45][120/940] lr: 3.715e-01, eta: 9 days, 9:42:38, time: 162.758, data_time: 7.090, memory: 9063, top1_acc: 0.3113, top5_acc: 0.5582, loss_cls: 3.1949, loss: 3.1949, grad_norm: 1.1027 2020-08-02 14:17:33,577 - mmaction - INFO - Epoch [45][140/940] lr: 3.715e-01, eta: 9 days, 9:36:42, time: 1.219, data_time: 0.019, memory: 9063, top1_acc: 0.3275, top5_acc: 0.5697, loss_cls: 3.1458, loss: 3.1458, grad_norm: 1.1292 2020-08-02 14:17:58,821 - mmaction - INFO - Epoch [45][160/940] lr: 3.715e-01, eta: 9 days, 9:30:50, time: 1.260, data_time: 0.005, memory: 9063, top1_acc: 0.3158, top5_acc: 0.5592, loss_cls: 3.1656, loss: 3.1656, grad_norm: 1.1248 2020-08-02 14:18:25,276 - mmaction - INFO - Epoch [45][180/940] lr: 3.715e-01, eta: 9 days, 9:25:04, time: 1.325, data_time: 0.006, memory: 9063, top1_acc: 0.3039, top5_acc: 0.5516, loss_cls: 3.2161, loss: 3.2161, grad_norm: 1.1258 2020-08-02 14:18:54,339 - mmaction - INFO - Epoch [45][200/940] lr: 3.715e-01, eta: 9 days, 9:19:31, time: 1.452, data_time: 0.005, memory: 9063, top1_acc: 0.3111, top5_acc: 0.5600, loss_cls: 3.1613, loss: 3.1613, grad_norm: 1.1121 2020-08-02 14:19:22,319 - mmaction - INFO - Epoch [45][220/940] lr: 3.715e-01, eta: 9 days, 9:13:54, time: 1.401, data_time: 0.005, memory: 9063, top1_acc: 0.3082, top5_acc: 0.5734, loss_cls: 3.1580, loss: 3.1580, grad_norm: 1.1481 2020-08-02 14:19:51,703 - mmaction - INFO - Epoch [45][240/940] lr: 3.715e-01, eta: 9 days, 9:08:23, time: 1.467, data_time: 0.006, memory: 9063, top1_acc: 0.3125, top5_acc: 0.5703, loss_cls: 3.1414, loss: 3.1414, grad_norm: 1.1510 2020-08-02 14:20:21,801 - mmaction - INFO - Epoch [45][260/940] lr: 3.715e-01, eta: 9 days, 9:02:56, time: 1.503, data_time: 0.006, memory: 9063, top1_acc: 0.2982, top5_acc: 0.5564, loss_cls: 3.2429, loss: 3.2429, grad_norm: 1.1686 2020-08-02 14:20:52,511 - mmaction - INFO - Epoch [45][280/940] lr: 3.715e-01, eta: 9 days, 8:57:33, time: 1.538, data_time: 0.007, memory: 9063, top1_acc: 0.3131, top5_acc: 0.5584, loss_cls: 3.1921, loss: 3.1921, grad_norm: 1.1200 2020-08-02 14:21:22,918 - mmaction - INFO - Epoch [45][300/940] lr: 3.715e-01, eta: 9 days, 8:52:07, time: 1.519, data_time: 0.005, memory: 9063, top1_acc: 0.3076, top5_acc: 0.5605, loss_cls: 3.1946, loss: 3.1946, grad_norm: 1.1234 2020-08-02 14:21:52,912 - mmaction - INFO - Epoch [45][320/940] lr: 3.715e-01, eta: 9 days, 8:46:41, time: 1.502, data_time: 0.005, memory: 9063, top1_acc: 0.3082, top5_acc: 0.5604, loss_cls: 3.1757, loss: 3.1757, grad_norm: 1.1168 2020-08-02 14:22:24,397 - mmaction - INFO - Epoch [45][340/940] lr: 3.715e-01, eta: 9 days, 8:41:22, time: 1.574, data_time: 0.003, memory: 9063, top1_acc: 0.3240, top5_acc: 0.5703, loss_cls: 3.1361, loss: 3.1361, grad_norm: 1.1404 2020-08-02 14:22:55,609 - mmaction - INFO - Epoch [45][360/940] lr: 3.715e-01, eta: 9 days, 8:36:01, time: 1.559, data_time: 0.005, memory: 9063, top1_acc: 0.3256, top5_acc: 0.5758, loss_cls: 3.1191, loss: 3.1191, grad_norm: 1.1429 2020-08-02 14:23:27,523 - mmaction - INFO - Epoch [45][380/940] lr: 3.715e-01, eta: 9 days, 8:30:45, time: 1.596, data_time: 0.005, memory: 9063, top1_acc: 0.3092, top5_acc: 0.5641, loss_cls: 3.1838, loss: 3.1838, grad_norm: 1.1287 2020-08-02 14:23:58,589 - mmaction - INFO - Epoch [45][400/940] lr: 3.715e-01, eta: 9 days, 8:25:24, time: 1.551, data_time: 0.009, memory: 9063, top1_acc: 0.3127, top5_acc: 0.5533, loss_cls: 3.1966, loss: 3.1966, grad_norm: 1.1450 2020-08-02 14:24:30,588 - mmaction - INFO - Epoch [45][420/940] lr: 3.715e-01, eta: 9 days, 8:20:09, time: 1.603, data_time: 0.006, memory: 9063, top1_acc: 0.3100, top5_acc: 0.5709, loss_cls: 3.1445, loss: 3.1445, grad_norm: 1.1063 2020-08-02 14:25:02,826 - mmaction - INFO - Epoch [45][440/940] lr: 3.715e-01, eta: 9 days, 8:14:55, time: 1.612, data_time: 0.004, memory: 9063, top1_acc: 0.3127, top5_acc: 0.5662, loss_cls: 3.1510, loss: 3.1510, grad_norm: 1.1338 2020-08-02 14:25:34,116 - mmaction - INFO - Epoch [45][460/940] lr: 3.715e-01, eta: 9 days, 8:09:36, time: 1.565, data_time: 0.002, memory: 9063, top1_acc: 0.3225, top5_acc: 0.5719, loss_cls: 3.1288, loss: 3.1288, grad_norm: 1.1303 2020-08-02 14:26:06,491 - mmaction - INFO - Epoch [45][480/940] lr: 3.715e-01, eta: 9 days, 8:04:23, time: 1.618, data_time: 0.002, memory: 9063, top1_acc: 0.3148, top5_acc: 0.5643, loss_cls: 3.1873, loss: 3.1873, grad_norm: 1.1689 2020-08-02 14:26:37,941 - mmaction - INFO - Epoch [45][500/940] lr: 3.715e-01, eta: 9 days, 7:59:06, time: 1.571, data_time: 0.006, memory: 9063, top1_acc: 0.3137, top5_acc: 0.5666, loss_cls: 3.1638, loss: 3.1638, grad_norm: 1.1310 2020-08-02 14:27:09,200 - mmaction - INFO - Epoch [45][520/940] lr: 3.715e-01, eta: 9 days, 7:53:48, time: 1.564, data_time: 0.007, memory: 9063, top1_acc: 0.3098, top5_acc: 0.5662, loss_cls: 3.1741, loss: 3.1741, grad_norm: 1.1097 2020-08-02 14:27:40,906 - mmaction - INFO - Epoch [45][540/940] lr: 3.715e-01, eta: 9 days, 7:48:33, time: 1.584, data_time: 0.005, memory: 9063, top1_acc: 0.3178, top5_acc: 0.5730, loss_cls: 3.1027, loss: 3.1027, grad_norm: 1.1318 2020-08-02 14:28:12,673 - mmaction - INFO - Epoch [45][560/940] lr: 3.715e-01, eta: 9 days, 7:43:18, time: 1.590, data_time: 0.005, memory: 9063, top1_acc: 0.3137, top5_acc: 0.5553, loss_cls: 3.1842, loss: 3.1842, grad_norm: 1.1411 2020-08-02 14:28:44,670 - mmaction - INFO - Epoch [45][580/940] lr: 3.715e-01, eta: 9 days, 7:38:04, time: 1.595, data_time: 0.007, memory: 9063, top1_acc: 0.3215, top5_acc: 0.5639, loss_cls: 3.1453, loss: 3.1453, grad_norm: 1.1252 2020-08-02 14:29:16,302 - mmaction - INFO - Epoch [45][600/940] lr: 3.715e-01, eta: 9 days, 7:32:49, time: 1.587, data_time: 0.007, memory: 9063, top1_acc: 0.3096, top5_acc: 0.5668, loss_cls: 3.1579, loss: 3.1579, grad_norm: 1.1290 2020-08-02 14:29:48,045 - mmaction - INFO - Epoch [45][620/940] lr: 3.715e-01, eta: 9 days, 7:27:35, time: 1.582, data_time: 0.005, memory: 9063, top1_acc: 0.3176, top5_acc: 0.5730, loss_cls: 3.1550, loss: 3.1550, grad_norm: 1.1206 2020-08-02 14:30:21,737 - mmaction - INFO - Epoch [45][640/940] lr: 3.715e-01, eta: 9 days, 7:22:31, time: 1.691, data_time: 0.008, memory: 9063, top1_acc: 0.3170, top5_acc: 0.5680, loss_cls: 3.1505, loss: 3.1505, grad_norm: 1.1500 2020-08-02 14:30:53,299 - mmaction - INFO - Epoch [45][660/940] lr: 3.715e-01, eta: 9 days, 7:17:16, time: 1.577, data_time: 0.003, memory: 9063, top1_acc: 0.3307, top5_acc: 0.5822, loss_cls: 3.1001, loss: 3.1001, grad_norm: 1.1192 2020-08-02 14:31:24,880 - mmaction - INFO - Epoch [45][680/940] lr: 3.715e-01, eta: 9 days, 7:12:02, time: 1.578, data_time: 0.004, memory: 9063, top1_acc: 0.3154, top5_acc: 0.5697, loss_cls: 3.1510, loss: 3.1510, grad_norm: 1.1285 2020-08-02 15:11:35,726 - mmaction - INFO - Epoch [45][700/940] lr: 3.715e-01, eta: 9 days, 10:14:01, time: 120.534, data_time: 36.657, memory: 9063, top1_acc: 0.3139, top5_acc: 0.5691, loss_cls: 3.1337, loss: 3.1337, grad_norm: 1.1542 2020-08-02 15:12:00,236 - mmaction - INFO - Epoch [45][720/940] lr: 3.715e-01, eta: 9 days, 10:08:08, time: 1.235, data_time: 0.016, memory: 9063, top1_acc: 0.3125, top5_acc: 0.5564, loss_cls: 3.1874, loss: 3.1874, grad_norm: 1.1345 2020-08-02 15:12:26,943 - mmaction - INFO - Epoch [45][740/940] lr: 3.715e-01, eta: 9 days, 10:02:25, time: 1.333, data_time: 0.007, memory: 9063, top1_acc: 0.3133, top5_acc: 0.5568, loss_cls: 3.2148, loss: 3.2148, grad_norm: 1.1288 2020-08-02 15:48:54,594 - mmaction - INFO - Epoch [45][760/940] lr: 3.715e-01, eta: 9 days, 12:46:28, time: 109.384, data_time: 29.391, memory: 9063, top1_acc: 0.3172, top5_acc: 0.5695, loss_cls: 3.1402, loss: 3.1402, grad_norm: 1.1566 2020-08-02 16:43:48,202 - mmaction - INFO - Epoch [45][780/940] lr: 3.715e-01, eta: 9 days, 16:57:08, time: 164.674, data_time: 75.579, memory: 9063, top1_acc: 0.3039, top5_acc: 0.5488, loss_cls: 3.2407, loss: 3.2407, grad_norm: 1.1475 2020-08-02 17:11:29,832 - mmaction - INFO - Epoch [45][800/940] lr: 3.715e-01, eta: 9 days, 18:59:28, time: 83.078, data_time: 34.053, memory: 9063, top1_acc: 0.3133, top5_acc: 0.5631, loss_cls: 3.2000, loss: 3.2000, grad_norm: 1.1190 2020-08-02 17:11:54,720 - mmaction - INFO - Epoch [45][820/940] lr: 3.715e-01, eta: 9 days, 18:53:20, time: 1.256, data_time: 0.019, memory: 9063, top1_acc: 0.2939, top5_acc: 0.5512, loss_cls: 3.2550, loss: 3.2550, grad_norm: 1.1192 2020-08-02 17:12:21,335 - mmaction - INFO - Epoch [45][840/940] lr: 3.715e-01, eta: 9 days, 18:47:19, time: 1.328, data_time: 0.004, memory: 9063, top1_acc: 0.3076, top5_acc: 0.5570, loss_cls: 3.1964, loss: 3.1964, grad_norm: 1.1306 2020-08-02 17:12:50,486 - mmaction - INFO - Epoch [45][860/940] lr: 3.715e-01, eta: 9 days, 18:41:30, time: 1.459, data_time: 0.006, memory: 9063, top1_acc: 0.3055, top5_acc: 0.5535, loss_cls: 3.2515, loss: 3.2515, grad_norm: 1.1331 2020-08-02 17:13:19,834 - mmaction - INFO - Epoch [45][880/940] lr: 3.715e-01, eta: 9 days, 18:35:43, time: 1.466, data_time: 0.005, memory: 9063, top1_acc: 0.3195, top5_acc: 0.5682, loss_cls: 3.1523, loss: 3.1523, grad_norm: 1.1086 2020-08-02 18:28:43,311 - mmaction - INFO - Epoch [45][900/940] lr: 3.715e-01, eta: 10 days, 0:21:32, time: 226.170, data_time: 89.679, memory: 9063, top1_acc: 0.3070, top5_acc: 0.5504, loss_cls: 3.2255, loss: 3.2255, grad_norm: 1.1280 2020-08-02 19:29:27,653 - mmaction - INFO - Epoch [45][920/940] lr: 3.715e-01, eta: 10 days, 4:58:13, time: 182.214, data_time: 12.629, memory: 9063, top1_acc: 0.3254, top5_acc: 0.5660, loss_cls: 3.1192, loss: 3.1192, grad_norm: 1.1217 2020-08-02 20:14:59,039 - mmaction - INFO - Epoch [45][940/940] lr: 3.715e-01, eta: 10 days, 8:23:14, time: 136.570, data_time: 27.316, memory: 9063, top1_acc: 0.3097, top5_acc: 0.5582, loss_cls: 3.1881, loss: 3.1881, grad_norm: 1.1364 2020-08-02 20:58:01,243 - mmaction - INFO - Epoch [46][20/940] lr: 3.703e-01, eta: 10 days, 11:36:20, time: 129.086, data_time: 89.528, memory: 9063, top1_acc: 0.3225, top5_acc: 0.5740, loss_cls: 3.1149, loss: 3.1149, grad_norm: 1.1445 2020-08-02 20:58:25,356 - mmaction - INFO - Epoch [46][40/940] lr: 3.703e-01, eta: 10 days, 11:29:34, time: 1.206, data_time: 0.003, memory: 9063, top1_acc: 0.3191, top5_acc: 0.5654, loss_cls: 3.1640, loss: 3.1640, grad_norm: 1.1325 2020-08-02 20:58:50,633 - mmaction - INFO - Epoch [46][60/940] lr: 3.703e-01, eta: 10 days, 11:22:53, time: 1.262, data_time: 0.006, memory: 9063, top1_acc: 0.3068, top5_acc: 0.5564, loss_cls: 3.1918, loss: 3.1918, grad_norm: 1.1290 2020-08-02 20:59:17,424 - mmaction - INFO - Epoch [46][80/940] lr: 3.703e-01, eta: 10 days, 11:16:21, time: 1.342, data_time: 0.006, memory: 9063, top1_acc: 0.3178, top5_acc: 0.5691, loss_cls: 3.1636, loss: 3.1636, grad_norm: 1.1458 2020-08-02 20:59:45,900 - mmaction - INFO - Epoch [46][100/940] lr: 3.703e-01, eta: 10 days, 11:09:56, time: 1.421, data_time: 0.007, memory: 9063, top1_acc: 0.3164, top5_acc: 0.5725, loss_cls: 3.1229, loss: 3.1229, grad_norm: 1.1470 2020-08-02 21:00:17,851 - mmaction - INFO - Epoch [46][120/940] lr: 3.703e-01, eta: 10 days, 11:03:47, time: 1.590, data_time: 0.007, memory: 9063, top1_acc: 0.3113, top5_acc: 0.5682, loss_cls: 3.1537, loss: 3.1537, grad_norm: 1.1544 2020-08-02 21:00:49,006 - mmaction - INFO - Epoch [46][140/940] lr: 3.703e-01, eta: 10 days, 10:57:36, time: 1.567, data_time: 0.020, memory: 9063, top1_acc: 0.3189, top5_acc: 0.5615, loss_cls: 3.1778, loss: 3.1778, grad_norm: 1.1393 2020-08-02 21:01:18,464 - mmaction - INFO - Epoch [46][160/940] lr: 3.703e-01, eta: 10 days, 10:51:17, time: 1.471, data_time: 0.009, memory: 9063, top1_acc: 0.3137, top5_acc: 0.5697, loss_cls: 3.1823, loss: 3.1823, grad_norm: 1.1473 2020-08-02 21:01:48,629 - mmaction - INFO - Epoch [46][180/940] lr: 3.703e-01, eta: 10 days, 10:45:01, time: 1.511, data_time: 0.006, memory: 9063, top1_acc: 0.3129, top5_acc: 0.5631, loss_cls: 3.1660, loss: 3.1660, grad_norm: 1.1401 2020-08-02 21:02:20,252 - mmaction - INFO - Epoch [46][200/940] lr: 3.703e-01, eta: 10 days, 10:38:53, time: 1.580, data_time: 0.007, memory: 9063, top1_acc: 0.3141, top5_acc: 0.5764, loss_cls: 3.1648, loss: 3.1648, grad_norm: 1.1069 2020-08-02 21:02:51,242 - mmaction - INFO - Epoch [46][220/940] lr: 3.703e-01, eta: 10 days, 10:32:42, time: 1.550, data_time: 0.005, memory: 9063, top1_acc: 0.3195, top5_acc: 0.5758, loss_cls: 3.1382, loss: 3.1382, grad_norm: 1.1442 2020-08-02 21:03:22,729 - mmaction - INFO - Epoch [46][240/940] lr: 3.703e-01, eta: 10 days, 10:26:33, time: 1.575, data_time: 0.006, memory: 9063, top1_acc: 0.3131, top5_acc: 0.5586, loss_cls: 3.2094, loss: 3.2094, grad_norm: 1.1205 2020-08-02 21:03:52,994 - mmaction - INFO - Epoch [46][260/940] lr: 3.703e-01, eta: 10 days, 10:20:19, time: 1.512, data_time: 0.008, memory: 9063, top1_acc: 0.3148, top5_acc: 0.5658, loss_cls: 3.1668, loss: 3.1668, grad_norm: 1.1279 2020-08-02 21:04:25,152 - mmaction - INFO - Epoch [46][280/940] lr: 3.703e-01, eta: 10 days, 10:14:15, time: 1.610, data_time: 0.005, memory: 9063, top1_acc: 0.3119, top5_acc: 0.5660, loss_cls: 3.1806, loss: 3.1806, grad_norm: 1.1650 2020-08-02 21:04:55,535 - mmaction - INFO - Epoch [46][300/940] lr: 3.703e-01, eta: 10 days, 10:08:02, time: 1.517, data_time: 0.005, memory: 9063, top1_acc: 0.3078, top5_acc: 0.5633, loss_cls: 3.1818, loss: 3.1818, grad_norm: 1.1255 2020-08-02 21:05:27,212 - mmaction - INFO - Epoch [46][320/940] lr: 3.703e-01, eta: 10 days, 10:01:56, time: 1.586, data_time: 0.006, memory: 9063, top1_acc: 0.3074, top5_acc: 0.5607, loss_cls: 3.1615, loss: 3.1615, grad_norm: 1.1319 2020-08-02 21:05:59,088 - mmaction - INFO - Epoch [46][340/940] lr: 3.703e-01, eta: 10 days, 9:55:51, time: 1.592, data_time: 0.005, memory: 9063, top1_acc: 0.3355, top5_acc: 0.5748, loss_cls: 3.0722, loss: 3.0722, grad_norm: 1.1312 2020-08-02 21:06:30,952 - mmaction - INFO - Epoch [46][360/940] lr: 3.703e-01, eta: 10 days, 9:49:46, time: 1.595, data_time: 0.005, memory: 9063, top1_acc: 0.3193, top5_acc: 0.5629, loss_cls: 3.1705, loss: 3.1705, grad_norm: 1.1264 2020-08-02 21:07:02,318 - mmaction - INFO - Epoch [46][380/940] lr: 3.703e-01, eta: 10 days, 9:43:39, time: 1.567, data_time: 0.008, memory: 9063, top1_acc: 0.3193, top5_acc: 0.5717, loss_cls: 3.1366, loss: 3.1366, grad_norm: 1.1528 2020-08-02 21:07:33,645 - mmaction - INFO - Epoch [46][400/940] lr: 3.703e-01, eta: 10 days, 9:37:33, time: 1.568, data_time: 0.006, memory: 9063, top1_acc: 0.3084, top5_acc: 0.5607, loss_cls: 3.1846, loss: 3.1846, grad_norm: 1.1382 2020-08-02 21:08:05,456 - mmaction - INFO - Epoch [46][420/940] lr: 3.703e-01, eta: 10 days, 9:31:28, time: 1.584, data_time: 0.007, memory: 9063, top1_acc: 0.3164, top5_acc: 0.5699, loss_cls: 3.1170, loss: 3.1170, grad_norm: 1.1392 2020-08-02 21:08:36,629 - mmaction - INFO - Epoch [46][440/940] lr: 3.703e-01, eta: 10 days, 9:25:22, time: 1.565, data_time: 0.009, memory: 9063, top1_acc: 0.3039, top5_acc: 0.5643, loss_cls: 3.1865, loss: 3.1865, grad_norm: 1.1655 2020-08-02 21:09:08,532 - mmaction - INFO - Epoch [46][460/940] lr: 3.703e-01, eta: 10 days, 9:19:19, time: 1.594, data_time: 0.009, memory: 9063, top1_acc: 0.3119, top5_acc: 0.5641, loss_cls: 3.1698, loss: 3.1698, grad_norm: 1.1321 2020-08-02 21:09:40,474 - mmaction - INFO - Epoch [46][480/940] lr: 3.703e-01, eta: 10 days, 9:13:16, time: 1.598, data_time: 0.005, memory: 9063, top1_acc: 0.3016, top5_acc: 0.5545, loss_cls: 3.2101, loss: 3.2101, grad_norm: 1.1379 2020-08-02 21:10:12,573 - mmaction - INFO - Epoch [46][500/940] lr: 3.703e-01, eta: 10 days, 9:07:14, time: 1.603, data_time: 0.010, memory: 9063, top1_acc: 0.3104, top5_acc: 0.5580, loss_cls: 3.1755, loss: 3.1755, grad_norm: 1.1399 2020-08-02 21:10:45,359 - mmaction - INFO - Epoch [46][520/940] lr: 3.703e-01, eta: 10 days, 9:01:17, time: 1.641, data_time: 0.004, memory: 9063, top1_acc: 0.3023, top5_acc: 0.5592, loss_cls: 3.1899, loss: 3.1899, grad_norm: 1.1184 2020-08-02 21:11:18,258 - mmaction - INFO - Epoch [46][540/940] lr: 3.703e-01, eta: 10 days, 8:55:19, time: 1.640, data_time: 0.005, memory: 9063, top1_acc: 0.3279, top5_acc: 0.5801, loss_cls: 3.1060, loss: 3.1060, grad_norm: 1.1245 2020-08-02 21:11:50,704 - mmaction - INFO - Epoch [46][560/940] lr: 3.703e-01, eta: 10 days, 8:49:20, time: 1.627, data_time: 0.008, memory: 9063, top1_acc: 0.3098, top5_acc: 0.5654, loss_cls: 3.1831, loss: 3.1831, grad_norm: 1.1552 2020-08-02 21:12:22,717 - mmaction - INFO - Epoch [46][580/940] lr: 3.703e-01, eta: 10 days, 8:43:19, time: 1.597, data_time: 0.010, memory: 9063, top1_acc: 0.3143, top5_acc: 0.5564, loss_cls: 3.1998, loss: 3.1998, grad_norm: 1.1454 2020-08-02 21:12:54,455 - mmaction - INFO - Epoch [46][600/940] lr: 3.703e-01, eta: 10 days, 8:37:18, time: 1.587, data_time: 0.007, memory: 9063, top1_acc: 0.3094, top5_acc: 0.5547, loss_cls: 3.2055, loss: 3.2055, grad_norm: 1.1312 2020-08-02 21:13:27,076 - mmaction - INFO - Epoch [46][620/940] lr: 3.703e-01, eta: 10 days, 8:31:21, time: 1.633, data_time: 0.010, memory: 9063, top1_acc: 0.3082, top5_acc: 0.5592, loss_cls: 3.1963, loss: 3.1963, grad_norm: 1.1676 2020-08-02 21:14:01,074 - mmaction - INFO - Epoch [46][640/940] lr: 3.703e-01, eta: 10 days, 8:25:30, time: 1.702, data_time: 0.006, memory: 9063, top1_acc: 0.3109, top5_acc: 0.5648, loss_cls: 3.1940, loss: 3.1940, grad_norm: 1.1298 2020-08-02 21:14:34,465 - mmaction - INFO - Epoch [46][660/940] lr: 3.703e-01, eta: 10 days, 8:19:37, time: 1.670, data_time: 0.005, memory: 9063, top1_acc: 0.3137, top5_acc: 0.5646, loss_cls: 3.1801, loss: 3.1801, grad_norm: 1.1274 2020-08-02 21:15:08,056 - mmaction - INFO - Epoch [46][680/940] lr: 3.703e-01, eta: 10 days, 8:13:45, time: 1.679, data_time: 0.002, memory: 9063, top1_acc: 0.3197, top5_acc: 0.5705, loss_cls: 3.1566, loss: 3.1566, grad_norm: 1.1365 2020-08-02 21:15:41,481 - mmaction - INFO - Epoch [46][700/940] lr: 3.703e-01, eta: 10 days, 8:07:53, time: 1.672, data_time: 0.002, memory: 9063, top1_acc: 0.3129, top5_acc: 0.5629, loss_cls: 3.1813, loss: 3.1813, grad_norm: 1.1320 2020-08-02 21:16:15,097 - mmaction - INFO - Epoch [46][720/940] lr: 3.703e-01, eta: 10 days, 8:02:01, time: 1.681, data_time: 0.005, memory: 9063, top1_acc: 0.3260, top5_acc: 0.5744, loss_cls: 3.1179, loss: 3.1179, grad_norm: 1.1205 2020-08-02 21:16:48,619 - mmaction - INFO - Epoch [46][740/940] lr: 3.703e-01, eta: 10 days, 7:56:10, time: 1.676, data_time: 0.002, memory: 9063, top1_acc: 0.3139, top5_acc: 0.5684, loss_cls: 3.1480, loss: 3.1480, grad_norm: 1.1375 2020-08-02 21:17:22,053 - mmaction - INFO - Epoch [46][760/940] lr: 3.703e-01, eta: 10 days, 7:50:18, time: 1.670, data_time: 0.006, memory: 9063, top1_acc: 0.3119, top5_acc: 0.5613, loss_cls: 3.1616, loss: 3.1616, grad_norm: 1.1489 2020-08-02 21:17:55,821 - mmaction - INFO - Epoch [46][780/940] lr: 3.703e-01, eta: 10 days, 7:44:29, time: 1.690, data_time: 0.006, memory: 9063, top1_acc: 0.3074, top5_acc: 0.5602, loss_cls: 3.1930, loss: 3.1930, grad_norm: 1.1212 2020-08-02 21:18:30,227 - mmaction - INFO - Epoch [46][800/940] lr: 3.703e-01, eta: 10 days, 7:38:42, time: 1.716, data_time: 0.005, memory: 9063, top1_acc: 0.3063, top5_acc: 0.5609, loss_cls: 3.1996, loss: 3.1996, grad_norm: 1.1265 2020-08-02 21:19:04,130 - mmaction - INFO - Epoch [46][820/940] lr: 3.703e-01, eta: 10 days, 7:32:54, time: 1.699, data_time: 0.008, memory: 9063, top1_acc: 0.3271, top5_acc: 0.5748, loss_cls: 3.1108, loss: 3.1108, grad_norm: 1.1269 2020-08-02 21:19:36,569 - mmaction - INFO - Epoch [46][840/940] lr: 3.703e-01, eta: 10 days, 7:26:59, time: 1.620, data_time: 0.009, memory: 9063, top1_acc: 0.3236, top5_acc: 0.5629, loss_cls: 3.1381, loss: 3.1381, grad_norm: 1.1320 2020-08-02 21:20:09,895 - mmaction - INFO - Epoch [46][860/940] lr: 3.703e-01, eta: 10 days, 7:21:09, time: 1.668, data_time: 0.007, memory: 9063, top1_acc: 0.3109, top5_acc: 0.5561, loss_cls: 3.2039, loss: 3.2039, grad_norm: 1.1442 2020-08-02 21:20:44,016 - mmaction - INFO - Epoch [46][880/940] lr: 3.703e-01, eta: 10 days, 7:15:22, time: 1.706, data_time: 0.005, memory: 9063, top1_acc: 0.3055, top5_acc: 0.5615, loss_cls: 3.1734, loss: 3.1734, grad_norm: 1.1458 2020-08-02 21:21:17,034 - mmaction - INFO - Epoch [46][900/940] lr: 3.703e-01, eta: 10 days, 7:09:31, time: 1.650, data_time: 0.009, memory: 9063, top1_acc: 0.3232, top5_acc: 0.5662, loss_cls: 3.1693, loss: 3.1693, grad_norm: 1.1318 2020-08-02 21:21:49,927 - mmaction - INFO - Epoch [46][920/940] lr: 3.703e-01, eta: 10 days, 7:03:39, time: 1.646, data_time: 0.007, memory: 9063, top1_acc: 0.3080, top5_acc: 0.5645, loss_cls: 3.1812, loss: 3.1812, grad_norm: 1.1266 2020-08-02 21:22:21,209 - mmaction - INFO - Epoch [46][940/940] lr: 3.703e-01, eta: 10 days, 6:57:41, time: 1.563, data_time: 0.005, memory: 9063, top1_acc: 0.3135, top5_acc: 0.5678, loss_cls: 3.1913, loss: 3.1913, grad_norm: 1.1268 2020-08-02 21:50:14,828 - mmaction - INFO - Epoch [47][20/940] lr: 3.690e-01, eta: 10 days, 8:56:34, time: 83.660, data_time: 82.401, memory: 9063, top1_acc: 0.3166, top5_acc: 0.5652, loss_cls: 3.1596, loss: 3.1596, grad_norm: 1.1347 2020-08-02 21:50:39,585 - mmaction - INFO - Epoch [47][40/940] lr: 3.690e-01, eta: 10 days, 8:50:02, time: 1.240, data_time: 0.007, memory: 9063, top1_acc: 0.3137, top5_acc: 0.5783, loss_cls: 3.1088, loss: 3.1088, grad_norm: 1.1492 2020-08-02 21:51:04,860 - mmaction - INFO - Epoch [47][60/940] lr: 3.690e-01, eta: 10 days, 8:43:33, time: 1.263, data_time: 0.005, memory: 9063, top1_acc: 0.3201, top5_acc: 0.5725, loss_cls: 3.1405, loss: 3.1405, grad_norm: 1.1328 2020-08-02 21:51:31,951 - mmaction - INFO - Epoch [47][80/940] lr: 3.690e-01, eta: 10 days, 8:37:12, time: 1.357, data_time: 0.006, memory: 9063, top1_acc: 0.3127, top5_acc: 0.5627, loss_cls: 3.1733, loss: 3.1733, grad_norm: 1.1233 2020-08-02 21:51:59,286 - mmaction - INFO - Epoch [47][100/940] lr: 3.690e-01, eta: 10 days, 8:30:53, time: 1.365, data_time: 0.009, memory: 9063, top1_acc: 0.3268, top5_acc: 0.5783, loss_cls: 3.1226, loss: 3.1226, grad_norm: 1.1443 2020-08-02 21:52:26,823 - mmaction - INFO - Epoch [47][120/940] lr: 3.690e-01, eta: 10 days, 8:24:35, time: 1.378, data_time: 0.007, memory: 9063, top1_acc: 0.3240, top5_acc: 0.5674, loss_cls: 3.1389, loss: 3.1389, grad_norm: 1.1178 2020-08-02 21:52:56,374 - mmaction - INFO - Epoch [47][140/940] lr: 3.690e-01, eta: 10 days, 8:18:26, time: 1.473, data_time: 0.007, memory: 9063, top1_acc: 0.3154, top5_acc: 0.5715, loss_cls: 3.1652, loss: 3.1652, grad_norm: 1.1219 2020-08-02 21:53:25,125 - mmaction - INFO - Epoch [47][160/940] lr: 3.690e-01, eta: 10 days, 8:12:14, time: 1.440, data_time: 0.008, memory: 9063, top1_acc: 0.3104, top5_acc: 0.5621, loss_cls: 3.1781, loss: 3.1781, grad_norm: 1.1596 2020-08-02 21:53:54,199 - mmaction - INFO - Epoch [47][180/940] lr: 3.690e-01, eta: 10 days, 8:06:04, time: 1.456, data_time: 0.008, memory: 9063, top1_acc: 0.3271, top5_acc: 0.5766, loss_cls: 3.0912, loss: 3.0912, grad_norm: 1.1347 2020-08-02 21:54:24,671 - mmaction - INFO - Epoch [47][200/940] lr: 3.690e-01, eta: 10 days, 8:00:00, time: 1.517, data_time: 0.002, memory: 9063, top1_acc: 0.3164, top5_acc: 0.5701, loss_cls: 3.1630, loss: 3.1630, grad_norm: 1.1481 2020-08-02 21:54:54,697 - mmaction - INFO - Epoch [47][220/940] lr: 3.690e-01, eta: 10 days, 7:53:55, time: 1.501, data_time: 0.011, memory: 9063, top1_acc: 0.3074, top5_acc: 0.5678, loss_cls: 3.1848, loss: 3.1848, grad_norm: 1.1443 2020-08-02 21:55:25,472 - mmaction - INFO - Epoch [47][240/940] lr: 3.690e-01, eta: 10 days, 7:47:54, time: 1.546, data_time: 0.009, memory: 9063, top1_acc: 0.3230, top5_acc: 0.5654, loss_cls: 3.1409, loss: 3.1409, grad_norm: 1.1377 2020-08-02 21:55:55,320 - mmaction - INFO - Epoch [47][260/940] lr: 3.690e-01, eta: 10 days, 7:41:49, time: 1.492, data_time: 0.005, memory: 9063, top1_acc: 0.3105, top5_acc: 0.5637, loss_cls: 3.1887, loss: 3.1887, grad_norm: 1.1411 2020-08-02 21:56:25,145 - mmaction - INFO - Epoch [47][280/940] lr: 3.690e-01, eta: 10 days, 7:35:44, time: 1.492, data_time: 0.005, memory: 9063, top1_acc: 0.3100, top5_acc: 0.5580, loss_cls: 3.1746, loss: 3.1746, grad_norm: 1.1400 2020-08-02 21:56:56,143 - mmaction - INFO - Epoch [47][300/940] lr: 3.690e-01, eta: 10 days, 7:29:44, time: 1.548, data_time: 0.005, memory: 9063, top1_acc: 0.3082, top5_acc: 0.5732, loss_cls: 3.1396, loss: 3.1396, grad_norm: 1.1766 2020-08-02 21:57:26,174 - mmaction - INFO - Epoch [47][320/940] lr: 3.690e-01, eta: 10 days, 7:23:41, time: 1.503, data_time: 0.006, memory: 9063, top1_acc: 0.3100, top5_acc: 0.5662, loss_cls: 3.1695, loss: 3.1695, grad_norm: 1.1335 2020-08-02 21:57:58,162 - mmaction - INFO - Epoch [47][340/940] lr: 3.690e-01, eta: 10 days, 7:17:46, time: 1.598, data_time: 0.008, memory: 9063, top1_acc: 0.3270, top5_acc: 0.5730, loss_cls: 3.1178, loss: 3.1178, grad_norm: 1.1477 2020-08-02 21:58:29,359 - mmaction - INFO - Epoch [47][360/940] lr: 3.690e-01, eta: 10 days, 7:11:49, time: 1.562, data_time: 0.006, memory: 9063, top1_acc: 0.3213, top5_acc: 0.5740, loss_cls: 3.1492, loss: 3.1492, grad_norm: 1.1220 2020-08-02 21:59:00,248 - mmaction - INFO - Epoch [47][380/940] lr: 3.690e-01, eta: 10 days, 7:05:50, time: 1.542, data_time: 0.008, memory: 9063, top1_acc: 0.3045, top5_acc: 0.5656, loss_cls: 3.1951, loss: 3.1951, grad_norm: 1.1312 2020-08-02 21:59:31,155 - mmaction - INFO - Epoch [47][400/940] lr: 3.690e-01, eta: 10 days, 6:59:51, time: 1.548, data_time: 0.006, memory: 9063, top1_acc: 0.3127, top5_acc: 0.5729, loss_cls: 3.1373, loss: 3.1373, grad_norm: 1.1507 2020-08-02 22:00:02,377 - mmaction - INFO - Epoch [47][420/940] lr: 3.690e-01, eta: 10 days, 6:53:54, time: 1.558, data_time: 0.005, memory: 9063, top1_acc: 0.3117, top5_acc: 0.5674, loss_cls: 3.1599, loss: 3.1599, grad_norm: 1.1307 2020-08-02 22:00:34,629 - mmaction - INFO - Epoch [47][440/940] lr: 3.690e-01, eta: 10 days, 6:48:02, time: 1.607, data_time: 0.006, memory: 9063, top1_acc: 0.3166, top5_acc: 0.5656, loss_cls: 3.1690, loss: 3.1690, grad_norm: 1.1316 2020-08-02 22:01:05,595 - mmaction - INFO - Epoch [47][460/940] lr: 3.690e-01, eta: 10 days, 6:42:05, time: 1.554, data_time: 0.023, memory: 9063, top1_acc: 0.3152, top5_acc: 0.5689, loss_cls: 3.1507, loss: 3.1507, grad_norm: 1.1474 2020-08-02 22:01:36,043 - mmaction - INFO - Epoch [47][480/940] lr: 3.690e-01, eta: 10 days, 6:36:06, time: 1.524, data_time: 0.006, memory: 9063, top1_acc: 0.3102, top5_acc: 0.5674, loss_cls: 3.1508, loss: 3.1508, grad_norm: 1.1291 2020-08-02 22:02:06,604 - mmaction - INFO - Epoch [47][500/940] lr: 3.690e-01, eta: 10 days, 6:30:08, time: 1.528, data_time: 0.003, memory: 9063, top1_acc: 0.2947, top5_acc: 0.5541, loss_cls: 3.2301, loss: 3.2301, grad_norm: 1.1408 2020-08-02 22:02:38,387 - mmaction - INFO - Epoch [47][520/940] lr: 3.690e-01, eta: 10 days, 6:24:15, time: 1.587, data_time: 0.006, memory: 9063, top1_acc: 0.3174, top5_acc: 0.5645, loss_cls: 3.1821, loss: 3.1821, grad_norm: 1.1283 2020-08-02 22:03:09,223 - mmaction - INFO - Epoch [47][540/940] lr: 3.690e-01, eta: 10 days, 6:18:18, time: 1.544, data_time: 0.008, memory: 9063, top1_acc: 0.3117, top5_acc: 0.5680, loss_cls: 3.1572, loss: 3.1572, grad_norm: 1.1415 2020-08-02 22:03:40,062 - mmaction - INFO - Epoch [47][560/940] lr: 3.690e-01, eta: 10 days, 6:12:22, time: 1.541, data_time: 0.008, memory: 9063, top1_acc: 0.3182, top5_acc: 0.5590, loss_cls: 3.1960, loss: 3.1960, grad_norm: 1.1668 2020-08-02 22:04:11,151 - mmaction - INFO - Epoch [47][580/940] lr: 3.690e-01, eta: 10 days, 6:06:27, time: 1.555, data_time: 0.005, memory: 9063, top1_acc: 0.3123, top5_acc: 0.5586, loss_cls: 3.1992, loss: 3.1992, grad_norm: 1.1417 2020-08-02 22:04:41,537 - mmaction - INFO - Epoch [47][600/940] lr: 3.690e-01, eta: 10 days, 6:00:29, time: 1.519, data_time: 0.005, memory: 9063, top1_acc: 0.3117, top5_acc: 0.5629, loss_cls: 3.1685, loss: 3.1685, grad_norm: 1.1258 2020-08-02 22:05:12,712 - mmaction - INFO - Epoch [47][620/940] lr: 3.690e-01, eta: 10 days, 5:54:35, time: 1.555, data_time: 0.006, memory: 9063, top1_acc: 0.3115, top5_acc: 0.5641, loss_cls: 3.1504, loss: 3.1504, grad_norm: 1.1348 2020-08-02 22:05:43,345 - mmaction - INFO - Epoch [47][640/940] lr: 3.690e-01, eta: 10 days, 5:48:39, time: 1.536, data_time: 0.007, memory: 9063, top1_acc: 0.3057, top5_acc: 0.5611, loss_cls: 3.1936, loss: 3.1936, grad_norm: 1.1570 2020-08-02 22:06:15,616 - mmaction - INFO - Epoch [47][660/940] lr: 3.690e-01, eta: 10 days, 5:42:51, time: 1.612, data_time: 0.005, memory: 9063, top1_acc: 0.3045, top5_acc: 0.5693, loss_cls: 3.1881, loss: 3.1881, grad_norm: 1.1293 2020-08-02 22:06:46,370 - mmaction - INFO - Epoch [47][680/940] lr: 3.690e-01, eta: 10 days, 5:36:56, time: 1.539, data_time: 0.005, memory: 9063, top1_acc: 0.3193, top5_acc: 0.5721, loss_cls: 3.1205, loss: 3.1205, grad_norm: 1.1129 2020-08-02 22:07:17,351 - mmaction - INFO - Epoch [47][700/940] lr: 3.690e-01, eta: 10 days, 5:31:02, time: 1.547, data_time: 0.007, memory: 9063, top1_acc: 0.3084, top5_acc: 0.5635, loss_cls: 3.1679, loss: 3.1679, grad_norm: 1.1378 2020-08-02 22:07:47,543 - mmaction - INFO - Epoch [47][720/940] lr: 3.690e-01, eta: 10 days, 5:25:06, time: 1.511, data_time: 0.008, memory: 9063, top1_acc: 0.3191, top5_acc: 0.5744, loss_cls: 3.1158, loss: 3.1158, grad_norm: 1.1409 2020-08-02 22:08:18,948 - mmaction - INFO - Epoch [47][740/940] lr: 3.690e-01, eta: 10 days, 5:19:14, time: 1.569, data_time: 0.005, memory: 9063, top1_acc: 0.3076, top5_acc: 0.5674, loss_cls: 3.1692, loss: 3.1692, grad_norm: 1.1247 2020-08-02 22:08:49,032 - mmaction - INFO - Epoch [47][760/940] lr: 3.690e-01, eta: 10 days, 5:13:18, time: 1.504, data_time: 0.007, memory: 9063, top1_acc: 0.3160, top5_acc: 0.5697, loss_cls: 3.1616, loss: 3.1616, grad_norm: 1.1298 2020-08-02 22:09:19,945 - mmaction - INFO - Epoch [47][780/940] lr: 3.690e-01, eta: 10 days, 5:07:25, time: 1.548, data_time: 0.005, memory: 9063, top1_acc: 0.3180, top5_acc: 0.5707, loss_cls: 3.1577, loss: 3.1577, grad_norm: 1.1489 2020-08-02 22:09:51,446 - mmaction - INFO - Epoch [47][800/940] lr: 3.690e-01, eta: 10 days, 5:01:35, time: 1.573, data_time: 0.004, memory: 9063, top1_acc: 0.2986, top5_acc: 0.5512, loss_cls: 3.2297, loss: 3.2297, grad_norm: 1.1634 2020-08-02 22:10:22,967 - mmaction - INFO - Epoch [47][820/940] lr: 3.690e-01, eta: 10 days, 4:55:45, time: 1.576, data_time: 0.006, memory: 9063, top1_acc: 0.3063, top5_acc: 0.5563, loss_cls: 3.2167, loss: 3.2167, grad_norm: 1.1246 2020-08-02 22:10:55,403 - mmaction - INFO - Epoch [47][840/940] lr: 3.690e-01, eta: 10 days, 4:50:00, time: 1.624, data_time: 0.006, memory: 9063, top1_acc: 0.3125, top5_acc: 0.5680, loss_cls: 3.1546, loss: 3.1546, grad_norm: 1.1324 2020-08-02 22:11:26,749 - mmaction - INFO - Epoch [47][860/940] lr: 3.690e-01, eta: 10 days, 4:44:11, time: 1.566, data_time: 0.005, memory: 9063, top1_acc: 0.3094, top5_acc: 0.5658, loss_cls: 3.1626, loss: 3.1626, grad_norm: 1.1560 2020-08-02 22:11:58,520 - mmaction - INFO - Epoch [47][880/940] lr: 3.690e-01, eta: 10 days, 4:38:23, time: 1.589, data_time: 0.005, memory: 9063, top1_acc: 0.3146, top5_acc: 0.5687, loss_cls: 3.1570, loss: 3.1570, grad_norm: 1.1356 2020-08-02 22:12:29,616 - mmaction - INFO - Epoch [47][900/940] lr: 3.690e-01, eta: 10 days, 4:32:33, time: 1.551, data_time: 0.009, memory: 9063, top1_acc: 0.3217, top5_acc: 0.5686, loss_cls: 3.1348, loss: 3.1348, grad_norm: 1.1425 2020-08-02 22:13:01,361 - mmaction - INFO - Epoch [47][920/940] lr: 3.690e-01, eta: 10 days, 4:26:46, time: 1.592, data_time: 0.008, memory: 9063, top1_acc: 0.3174, top5_acc: 0.5703, loss_cls: 3.1510, loss: 3.1510, grad_norm: 1.1497 2020-08-02 22:13:33,408 - mmaction - INFO - Epoch [47][940/940] lr: 3.690e-01, eta: 10 days, 4:21:01, time: 1.601, data_time: 0.006, memory: 9063, top1_acc: 0.3030, top5_acc: 0.5627, loss_cls: 3.2095, loss: 3.2095, grad_norm: 1.1205 2020-08-02 22:48:38,931 - mmaction - INFO - Epoch [48][20/940] lr: 3.676e-01, eta: 10 days, 6:48:48, time: 105.249, data_time: 74.676, memory: 9063, top1_acc: 0.3152, top5_acc: 0.5668, loss_cls: 3.1668, loss: 3.1668, grad_norm: 1.1386 2020-08-02 22:49:04,297 - mmaction - INFO - Epoch [48][40/940] lr: 3.676e-01, eta: 10 days, 6:42:29, time: 1.272, data_time: 0.008, memory: 9063, top1_acc: 0.3125, top5_acc: 0.5715, loss_cls: 3.1540, loss: 3.1540, grad_norm: 1.1308 2020-08-02 22:49:32,115 - mmaction - INFO - Epoch [48][60/940] lr: 3.676e-01, eta: 10 days, 6:36:20, time: 1.390, data_time: 0.008, memory: 9063, top1_acc: 0.3199, top5_acc: 0.5676, loss_cls: 3.1283, loss: 3.1283, grad_norm: 1.1318 2020-08-02 22:50:01,983 - mmaction - INFO - Epoch [48][80/940] lr: 3.676e-01, eta: 10 days, 6:30:22, time: 1.495, data_time: 0.006, memory: 9063, top1_acc: 0.3150, top5_acc: 0.5627, loss_cls: 3.1604, loss: 3.1604, grad_norm: 1.1394 2020-08-02 22:50:32,816 - mmaction - INFO - Epoch [48][100/940] lr: 3.676e-01, eta: 10 days, 6:24:27, time: 1.541, data_time: 0.005, memory: 9063, top1_acc: 0.3236, top5_acc: 0.5836, loss_cls: 3.0727, loss: 3.0727, grad_norm: 1.1380 2020-08-02 22:51:04,189 - mmaction - INFO - Epoch [48][120/940] lr: 3.676e-01, eta: 10 days, 6:18:35, time: 1.568, data_time: 0.006, memory: 9063, top1_acc: 0.3148, top5_acc: 0.5670, loss_cls: 3.1674, loss: 3.1674, grad_norm: 1.1532 2020-08-02 22:51:36,006 - mmaction - INFO - Epoch [48][140/940] lr: 3.676e-01, eta: 10 days, 6:12:46, time: 1.591, data_time: 0.006, memory: 9063, top1_acc: 0.3223, top5_acc: 0.5785, loss_cls: 3.1424, loss: 3.1424, grad_norm: 1.1479 2020-08-02 22:52:07,907 - mmaction - INFO - Epoch [48][160/940] lr: 3.676e-01, eta: 10 days, 6:06:57, time: 1.594, data_time: 0.007, memory: 9063, top1_acc: 0.3115, top5_acc: 0.5693, loss_cls: 3.1560, loss: 3.1560, grad_norm: 1.1469 2020-08-02 22:52:39,760 - mmaction - INFO - Epoch [48][180/940] lr: 3.676e-01, eta: 10 days, 6:01:08, time: 1.595, data_time: 0.007, memory: 9063, top1_acc: 0.3219, top5_acc: 0.5762, loss_cls: 3.1007, loss: 3.1007, grad_norm: 1.1543 2020-08-02 22:53:12,211 - mmaction - INFO - Epoch [48][200/940] lr: 3.676e-01, eta: 10 days, 5:55:22, time: 1.621, data_time: 0.008, memory: 9063, top1_acc: 0.3072, top5_acc: 0.5691, loss_cls: 3.1520, loss: 3.1520, grad_norm: 1.1270 2020-08-02 22:53:45,839 - mmaction - INFO - Epoch [48][220/940] lr: 3.676e-01, eta: 10 days, 5:49:42, time: 1.683, data_time: 0.006, memory: 9063, top1_acc: 0.3133, top5_acc: 0.5668, loss_cls: 3.1641, loss: 3.1641, grad_norm: 1.1420 2020-08-02 22:54:18,225 - mmaction - INFO - Epoch [48][240/940] lr: 3.676e-01, eta: 10 days, 5:43:56, time: 1.618, data_time: 0.007, memory: 9063, top1_acc: 0.3168, top5_acc: 0.5748, loss_cls: 3.1515, loss: 3.1515, grad_norm: 1.1367 2020-08-02 22:54:50,304 - mmaction - INFO - Epoch [48][260/940] lr: 3.676e-01, eta: 10 days, 5:38:10, time: 1.605, data_time: 0.008, memory: 9063, top1_acc: 0.3164, top5_acc: 0.5721, loss_cls: 3.1362, loss: 3.1362, grad_norm: 1.1257 2020-08-02 22:55:23,259 - mmaction - INFO - Epoch [48][280/940] lr: 3.676e-01, eta: 10 days, 5:32:27, time: 1.647, data_time: 0.006, memory: 9063, top1_acc: 0.3092, top5_acc: 0.5682, loss_cls: 3.1567, loss: 3.1567, grad_norm: 1.1379 2020-08-02 22:55:55,431 - mmaction - INFO - Epoch [48][300/940] lr: 3.676e-01, eta: 10 days, 5:26:42, time: 1.611, data_time: 0.006, memory: 9063, top1_acc: 0.3320, top5_acc: 0.5799, loss_cls: 3.1097, loss: 3.1097, grad_norm: 1.1720 2020-08-02 22:56:28,007 - mmaction - INFO - Epoch [48][320/940] lr: 3.676e-01, eta: 10 days, 5:20:58, time: 1.628, data_time: 0.007, memory: 9063, top1_acc: 0.3123, top5_acc: 0.5668, loss_cls: 3.1559, loss: 3.1559, grad_norm: 1.1716 2020-08-02 22:57:00,162 - mmaction - INFO - Epoch [48][340/940] lr: 3.676e-01, eta: 10 days, 5:15:13, time: 1.609, data_time: 0.005, memory: 9063, top1_acc: 0.3104, top5_acc: 0.5687, loss_cls: 3.1863, loss: 3.1863, grad_norm: 1.1512 2020-08-02 22:57:33,159 - mmaction - INFO - Epoch [48][360/940] lr: 3.676e-01, eta: 10 days, 5:09:32, time: 1.647, data_time: 0.005, memory: 9063, top1_acc: 0.3033, top5_acc: 0.5602, loss_cls: 3.1816, loss: 3.1816, grad_norm: 1.1298 2020-08-02 22:58:05,134 - mmaction - INFO - Epoch [48][380/940] lr: 3.676e-01, eta: 10 days, 5:03:46, time: 1.601, data_time: 0.007, memory: 9063, top1_acc: 0.3039, top5_acc: 0.5627, loss_cls: 3.1630, loss: 3.1630, grad_norm: 1.1212 2020-08-02 22:58:37,670 - mmaction - INFO - Epoch [48][400/940] lr: 3.676e-01, eta: 10 days, 4:58:04, time: 1.625, data_time: 0.008, memory: 9063, top1_acc: 0.3154, top5_acc: 0.5619, loss_cls: 3.1635, loss: 3.1635, grad_norm: 1.1672 2020-08-02 22:59:09,247 - mmaction - INFO - Epoch [48][420/940] lr: 3.676e-01, eta: 10 days, 4:52:17, time: 1.580, data_time: 0.005, memory: 9063, top1_acc: 0.3262, top5_acc: 0.5617, loss_cls: 3.1733, loss: 3.1733, grad_norm: 1.1329 2020-08-02 22:59:41,267 - mmaction - INFO - Epoch [48][440/940] lr: 3.676e-01, eta: 10 days, 4:46:33, time: 1.601, data_time: 0.005, memory: 9063, top1_acc: 0.3213, top5_acc: 0.5785, loss_cls: 3.0962, loss: 3.0962, grad_norm: 1.1309 2020-08-02 23:00:14,259 - mmaction - INFO - Epoch [48][460/940] lr: 3.676e-01, eta: 10 days, 4:40:53, time: 1.645, data_time: 0.004, memory: 9063, top1_acc: 0.2979, top5_acc: 0.5498, loss_cls: 3.2532, loss: 3.2532, grad_norm: 1.1666 2020-08-02 23:00:46,780 - mmaction - INFO - Epoch [48][480/940] lr: 3.676e-01, eta: 10 days, 4:35:11, time: 1.632, data_time: 0.016, memory: 9063, top1_acc: 0.3215, top5_acc: 0.5656, loss_cls: 3.1536, loss: 3.1536, grad_norm: 1.1364 2020-08-02 23:01:19,391 - mmaction - INFO - Epoch [48][500/940] lr: 3.676e-01, eta: 10 days, 4:29:30, time: 1.629, data_time: 0.005, memory: 9063, top1_acc: 0.3094, top5_acc: 0.5568, loss_cls: 3.1762, loss: 3.1762, grad_norm: 1.1331 2020-08-02 23:01:52,385 - mmaction - INFO - Epoch [48][520/940] lr: 3.676e-01, eta: 10 days, 4:23:51, time: 1.648, data_time: 0.006, memory: 9063, top1_acc: 0.3111, top5_acc: 0.5564, loss_cls: 3.2028, loss: 3.2028, grad_norm: 1.1358 2020-08-02 23:02:23,724 - mmaction - INFO - Epoch [48][540/940] lr: 3.676e-01, eta: 10 days, 4:18:06, time: 1.569, data_time: 0.008, memory: 9063, top1_acc: 0.3174, top5_acc: 0.5734, loss_cls: 3.1472, loss: 3.1472, grad_norm: 1.1277 2020-08-02 23:02:55,910 - mmaction - INFO - Epoch [48][560/940] lr: 3.676e-01, eta: 10 days, 4:12:23, time: 1.607, data_time: 0.005, memory: 9063, top1_acc: 0.3141, top5_acc: 0.5590, loss_cls: 3.1962, loss: 3.1962, grad_norm: 1.1202 2020-08-02 23:03:28,078 - mmaction - INFO - Epoch [48][580/940] lr: 3.676e-01, eta: 10 days, 4:06:42, time: 1.607, data_time: 0.005, memory: 9063, top1_acc: 0.3021, top5_acc: 0.5619, loss_cls: 3.1977, loss: 3.1977, grad_norm: 1.1266 2020-08-02 23:04:00,153 - mmaction - INFO - Epoch [48][600/940] lr: 3.676e-01, eta: 10 days, 4:01:00, time: 1.606, data_time: 0.009, memory: 9063, top1_acc: 0.3074, top5_acc: 0.5639, loss_cls: 3.1745, loss: 3.1745, grad_norm: 1.1358 2020-08-02 23:04:31,721 - mmaction - INFO - Epoch [48][620/940] lr: 3.676e-01, eta: 10 days, 3:55:16, time: 1.580, data_time: 0.005, memory: 9063, top1_acc: 0.3215, top5_acc: 0.5682, loss_cls: 3.1398, loss: 3.1398, grad_norm: 1.1502 2020-08-02 23:05:04,059 - mmaction - INFO - Epoch [48][640/940] lr: 3.676e-01, eta: 10 days, 3:49:36, time: 1.616, data_time: 0.004, memory: 9063, top1_acc: 0.3189, top5_acc: 0.5633, loss_cls: 3.1869, loss: 3.1869, grad_norm: 1.1121 2020-08-02 23:05:37,258 - mmaction - INFO - Epoch [48][660/940] lr: 3.676e-01, eta: 10 days, 3:44:00, time: 1.661, data_time: 0.003, memory: 9063, top1_acc: 0.3268, top5_acc: 0.5680, loss_cls: 3.1300, loss: 3.1300, grad_norm: 1.1071 2020-08-02 23:06:09,322 - mmaction - INFO - Epoch [48][680/940] lr: 3.676e-01, eta: 10 days, 3:38:19, time: 1.601, data_time: 0.005, memory: 9063, top1_acc: 0.3211, top5_acc: 0.5709, loss_cls: 3.1201, loss: 3.1201, grad_norm: 1.1492 2020-08-02 23:06:41,559 - mmaction - INFO - Epoch [48][700/940] lr: 3.676e-01, eta: 10 days, 3:32:39, time: 1.610, data_time: 0.007, memory: 9063, top1_acc: 0.3123, top5_acc: 0.5729, loss_cls: 3.1500, loss: 3.1500, grad_norm: 1.1369 2020-08-02 23:07:13,071 - mmaction - INFO - Epoch [48][720/940] lr: 3.676e-01, eta: 10 days, 3:26:56, time: 1.577, data_time: 0.010, memory: 9063, top1_acc: 0.3068, top5_acc: 0.5602, loss_cls: 3.1884, loss: 3.1884, grad_norm: 1.1474 2020-08-02 23:07:44,849 - mmaction - INFO - Epoch [48][740/940] lr: 3.676e-01, eta: 10 days, 3:21:15, time: 1.592, data_time: 0.008, memory: 9063, top1_acc: 0.3180, top5_acc: 0.5678, loss_cls: 3.1746, loss: 3.1746, grad_norm: 1.1549 2020-08-02 23:08:16,164 - mmaction - INFO - Epoch [48][760/940] lr: 3.676e-01, eta: 10 days, 3:15:32, time: 1.563, data_time: 0.005, memory: 9063, top1_acc: 0.3033, top5_acc: 0.5504, loss_cls: 3.2270, loss: 3.2270, grad_norm: 1.1375 2020-08-02 23:08:48,273 - mmaction - INFO - Epoch [48][780/940] lr: 3.676e-01, eta: 10 days, 3:09:53, time: 1.608, data_time: 0.006, memory: 9063, top1_acc: 0.3201, top5_acc: 0.5754, loss_cls: 3.1252, loss: 3.1252, grad_norm: 1.1434 2020-08-02 23:09:20,484 - mmaction - INFO - Epoch [48][800/940] lr: 3.676e-01, eta: 10 days, 3:04:14, time: 1.608, data_time: 0.007, memory: 9063, top1_acc: 0.2984, top5_acc: 0.5590, loss_cls: 3.1974, loss: 3.1974, grad_norm: 1.1640 2020-08-02 23:09:52,300 - mmaction - INFO - Epoch [48][820/940] lr: 3.676e-01, eta: 10 days, 2:58:34, time: 1.593, data_time: 0.007, memory: 9063, top1_acc: 0.3219, top5_acc: 0.5682, loss_cls: 3.1500, loss: 3.1500, grad_norm: 1.1217 2020-08-02 23:10:24,081 - mmaction - INFO - Epoch [48][840/940] lr: 3.676e-01, eta: 10 days, 2:52:54, time: 1.588, data_time: 0.005, memory: 9063, top1_acc: 0.3187, top5_acc: 0.5684, loss_cls: 3.1598, loss: 3.1598, grad_norm: 1.1431 2020-08-02 23:10:56,391 - mmaction - INFO - Epoch [48][860/940] lr: 3.676e-01, eta: 10 days, 2:47:17, time: 1.616, data_time: 0.005, memory: 9063, top1_acc: 0.3139, top5_acc: 0.5680, loss_cls: 3.1629, loss: 3.1629, grad_norm: 1.1532 2020-08-02 23:11:27,717 - mmaction - INFO - Epoch [48][880/940] lr: 3.676e-01, eta: 10 days, 2:41:36, time: 1.565, data_time: 0.005, memory: 9063, top1_acc: 0.3227, top5_acc: 0.5676, loss_cls: 3.1427, loss: 3.1427, grad_norm: 1.1490 2020-08-02 23:11:59,707 - mmaction - INFO - Epoch [48][900/940] lr: 3.676e-01, eta: 10 days, 2:35:58, time: 1.601, data_time: 0.005, memory: 9063, top1_acc: 0.3039, top5_acc: 0.5654, loss_cls: 3.1734, loss: 3.1734, grad_norm: 1.1453 2020-08-02 23:12:31,984 - mmaction - INFO - Epoch [48][920/940] lr: 3.676e-01, eta: 10 days, 2:30:21, time: 1.613, data_time: 0.005, memory: 9063, top1_acc: 0.3033, top5_acc: 0.5615, loss_cls: 3.2022, loss: 3.2022, grad_norm: 1.1592 2020-08-02 23:13:01,905 - mmaction - INFO - Epoch [48][940/940] lr: 3.676e-01, eta: 10 days, 2:24:35, time: 1.497, data_time: 0.005, memory: 9063, top1_acc: 0.3143, top5_acc: 0.5688, loss_cls: 3.1752, loss: 3.1752, grad_norm: 1.1226 2020-08-02 23:13:02,344 - mmaction - INFO - Saving checkpoint at 48 epochs 2020-08-02 23:53:44,707 - mmaction - INFO - Epoch [49][20/940] lr: 3.663e-01, eta: 10 days, 5:12:48, time: 122.021, data_time: 43.268, memory: 9063, top1_acc: 0.3146, top5_acc: 0.5730, loss_cls: 3.1442, loss: 3.1442, grad_norm: 1.1579 2020-08-02 23:54:09,209 - mmaction - INFO - Epoch [49][40/940] lr: 3.663e-01, eta: 10 days, 5:06:33, time: 1.228, data_time: 0.010, memory: 9063, top1_acc: 0.3082, top5_acc: 0.5668, loss_cls: 3.1674, loss: 3.1674, grad_norm: 1.1567 2020-08-02 23:54:34,629 - mmaction - INFO - Epoch [49][60/940] lr: 3.663e-01, eta: 10 days, 5:00:22, time: 1.271, data_time: 0.007, memory: 9063, top1_acc: 0.3283, top5_acc: 0.5920, loss_cls: 3.0534, loss: 3.0534, grad_norm: 1.1476 2020-08-02 23:55:01,560 - mmaction - INFO - Epoch [49][80/940] lr: 3.663e-01, eta: 10 days, 4:54:18, time: 1.343, data_time: 0.002, memory: 9063, top1_acc: 0.3123, top5_acc: 0.5676, loss_cls: 3.1572, loss: 3.1572, grad_norm: 1.1429 2020-08-02 23:55:30,302 - mmaction - INFO - Epoch [49][100/940] lr: 3.663e-01, eta: 10 days, 4:48:22, time: 1.441, data_time: 0.006, memory: 9063, top1_acc: 0.3137, top5_acc: 0.5666, loss_cls: 3.1802, loss: 3.1802, grad_norm: 1.1515 2020-08-02 23:55:59,132 - mmaction - INFO - Epoch [49][120/940] lr: 3.663e-01, eta: 10 days, 4:42:27, time: 1.440, data_time: 0.005, memory: 9063, top1_acc: 0.3150, top5_acc: 0.5666, loss_cls: 3.1694, loss: 3.1694, grad_norm: 1.1380 2020-08-02 23:56:28,551 - mmaction - INFO - Epoch [49][140/940] lr: 3.663e-01, eta: 10 days, 4:36:34, time: 1.470, data_time: 0.005, memory: 9063, top1_acc: 0.3146, top5_acc: 0.5660, loss_cls: 3.1544, loss: 3.1544, grad_norm: 1.1397 2020-08-02 23:56:58,465 - mmaction - INFO - Epoch [49][160/940] lr: 3.663e-01, eta: 10 days, 4:30:44, time: 1.495, data_time: 0.007, memory: 9063, top1_acc: 0.3168, top5_acc: 0.5713, loss_cls: 3.1200, loss: 3.1200, grad_norm: 1.1249 2020-08-02 23:57:28,845 - mmaction - INFO - Epoch [49][180/940] lr: 3.663e-01, eta: 10 days, 4:24:57, time: 1.521, data_time: 0.006, memory: 9063, top1_acc: 0.3117, top5_acc: 0.5625, loss_cls: 3.1873, loss: 3.1873, grad_norm: 1.1423 2020-08-02 23:57:59,775 - mmaction - INFO - Epoch [49][200/940] lr: 3.663e-01, eta: 10 days, 4:19:12, time: 1.546, data_time: 0.009, memory: 9063, top1_acc: 0.3090, top5_acc: 0.5611, loss_cls: 3.1741, loss: 3.1741, grad_norm: 1.1334 2020-08-02 23:58:30,879 - mmaction - INFO - Epoch [49][220/940] lr: 3.663e-01, eta: 10 days, 4:13:28, time: 1.557, data_time: 0.005, memory: 9063, top1_acc: 0.3131, top5_acc: 0.5680, loss_cls: 3.1711, loss: 3.1711, grad_norm: 1.1338 2020-08-02 23:59:01,246 - mmaction - INFO - Epoch [49][240/940] lr: 3.663e-01, eta: 10 days, 4:07:41, time: 1.517, data_time: 0.005, memory: 9063, top1_acc: 0.3264, top5_acc: 0.5791, loss_cls: 3.0918, loss: 3.0918, grad_norm: 1.1398 2020-08-02 23:59:32,243 - mmaction - INFO - Epoch [49][260/940] lr: 3.663e-01, eta: 10 days, 4:01:57, time: 1.550, data_time: 0.005, memory: 9063, top1_acc: 0.3041, top5_acc: 0.5451, loss_cls: 3.2758, loss: 3.2758, grad_norm: 1.1458 2020-08-03 00:00:05,991 - mmaction - INFO - Epoch [49][280/940] lr: 3.663e-01, eta: 10 days, 3:56:18, time: 1.602, data_time: 0.009, memory: 9063, top1_acc: 0.3164, top5_acc: 0.5654, loss_cls: 3.1551, loss: 3.1551, grad_norm: 1.1177 2020-08-03 00:00:36,825 - mmaction - INFO - Epoch [49][300/940] lr: 3.663e-01, eta: 10 days, 3:50:41, time: 1.623, data_time: 0.090, memory: 9063, top1_acc: 0.3117, top5_acc: 0.5697, loss_cls: 3.1363, loss: 3.1363, grad_norm: 1.1580 2020-08-03 00:01:07,095 - mmaction - INFO - Epoch [49][320/940] lr: 3.663e-01, eta: 10 days, 3:44:55, time: 1.516, data_time: 0.009, memory: 9063, top1_acc: 0.3176, top5_acc: 0.5662, loss_cls: 3.1566, loss: 3.1566, grad_norm: 1.1201 2020-08-03 00:01:39,399 - mmaction - INFO - Epoch [49][340/940] lr: 3.663e-01, eta: 10 days, 3:39:18, time: 1.618, data_time: 0.007, memory: 9063, top1_acc: 0.3197, top5_acc: 0.5654, loss_cls: 3.1583, loss: 3.1583, grad_norm: 1.1481 2020-08-03 00:02:10,116 - mmaction - INFO - Epoch [49][360/940] lr: 3.663e-01, eta: 10 days, 3:33:34, time: 1.534, data_time: 0.004, memory: 9063, top1_acc: 0.3305, top5_acc: 0.5764, loss_cls: 3.1170, loss: 3.1170, grad_norm: 1.1284 2020-08-03 00:02:41,299 - mmaction - INFO - Epoch [49][380/940] lr: 3.663e-01, eta: 10 days, 3:27:52, time: 1.561, data_time: 0.005, memory: 9063, top1_acc: 0.3193, top5_acc: 0.5680, loss_cls: 3.1365, loss: 3.1365, grad_norm: 1.1304 2020-08-03 00:03:13,002 - mmaction - INFO - Epoch [49][400/940] lr: 3.663e-01, eta: 10 days, 3:22:13, time: 1.584, data_time: 0.006, memory: 9063, top1_acc: 0.3180, top5_acc: 0.5637, loss_cls: 3.1370, loss: 3.1370, grad_norm: 1.1572 2020-08-03 00:03:44,172 - mmaction - INFO - Epoch [49][420/940] lr: 3.663e-01, eta: 10 days, 3:16:32, time: 1.560, data_time: 0.005, memory: 9063, top1_acc: 0.3137, top5_acc: 0.5639, loss_cls: 3.1563, loss: 3.1563, grad_norm: 1.1328 2020-08-03 00:04:15,524 - mmaction - INFO - Epoch [49][440/940] lr: 3.663e-01, eta: 10 days, 3:10:52, time: 1.568, data_time: 0.008, memory: 9063, top1_acc: 0.3301, top5_acc: 0.5748, loss_cls: 3.1171, loss: 3.1171, grad_norm: 1.1484 2020-08-03 00:04:46,591 - mmaction - INFO - Epoch [49][460/940] lr: 3.663e-01, eta: 10 days, 3:05:11, time: 1.552, data_time: 0.004, memory: 9063, top1_acc: 0.3264, top5_acc: 0.5828, loss_cls: 3.0831, loss: 3.0831, grad_norm: 1.1382 2020-08-03 00:05:18,508 - mmaction - INFO - Epoch [49][480/940] lr: 3.663e-01, eta: 10 days, 2:59:34, time: 1.595, data_time: 0.006, memory: 9063, top1_acc: 0.3195, top5_acc: 0.5672, loss_cls: 3.1604, loss: 3.1604, grad_norm: 1.1557 2020-08-03 00:05:50,415 - mmaction - INFO - Epoch [49][500/940] lr: 3.663e-01, eta: 10 days, 2:53:58, time: 1.595, data_time: 0.006, memory: 9063, top1_acc: 0.3135, top5_acc: 0.5629, loss_cls: 3.1651, loss: 3.1651, grad_norm: 1.1429 2020-08-03 00:06:21,755 - mmaction - INFO - Epoch [49][520/940] lr: 3.663e-01, eta: 10 days, 2:48:19, time: 1.569, data_time: 0.007, memory: 9063, top1_acc: 0.3160, top5_acc: 0.5695, loss_cls: 3.1381, loss: 3.1381, grad_norm: 1.1497 2020-08-03 00:06:53,557 - mmaction - INFO - Epoch [49][540/940] lr: 3.663e-01, eta: 10 days, 2:42:42, time: 1.588, data_time: 0.007, memory: 9063, top1_acc: 0.3234, top5_acc: 0.5719, loss_cls: 3.1168, loss: 3.1168, grad_norm: 1.1391 2020-08-03 00:07:25,259 - mmaction - INFO - Epoch [49][560/940] lr: 3.663e-01, eta: 10 days, 2:37:05, time: 1.586, data_time: 0.006, memory: 9063, top1_acc: 0.3143, top5_acc: 0.5816, loss_cls: 3.1241, loss: 3.1241, grad_norm: 1.1274 2020-08-03 00:07:55,711 - mmaction - INFO - Epoch [49][580/940] lr: 3.663e-01, eta: 10 days, 2:31:23, time: 1.520, data_time: 0.007, memory: 9063, top1_acc: 0.3078, top5_acc: 0.5654, loss_cls: 3.1744, loss: 3.1744, grad_norm: 1.1556 2020-08-03 00:08:28,466 - mmaction - INFO - Epoch [49][600/940] lr: 3.663e-01, eta: 10 days, 2:25:52, time: 1.641, data_time: 0.007, memory: 9063, top1_acc: 0.3221, top5_acc: 0.5668, loss_cls: 3.1379, loss: 3.1379, grad_norm: 1.1592 2020-08-03 00:08:59,132 - mmaction - INFO - Epoch [49][620/940] lr: 3.663e-01, eta: 10 days, 2:20:11, time: 1.531, data_time: 0.005, memory: 9063, top1_acc: 0.3193, top5_acc: 0.5594, loss_cls: 3.1886, loss: 3.1886, grad_norm: 1.1429 2020-08-03 00:09:31,260 - mmaction - INFO - Epoch [49][640/940] lr: 3.663e-01, eta: 10 days, 2:14:37, time: 1.609, data_time: 0.007, memory: 9063, top1_acc: 0.3186, top5_acc: 0.5713, loss_cls: 3.1333, loss: 3.1333, grad_norm: 1.1304 2020-08-03 00:10:02,677 - mmaction - INFO - Epoch [49][660/940] lr: 3.663e-01, eta: 10 days, 2:09:00, time: 1.570, data_time: 0.009, memory: 9063, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.1769, loss: 3.1769, grad_norm: 1.1389 2020-08-03 00:10:33,608 - mmaction - INFO - Epoch [49][680/940] lr: 3.663e-01, eta: 10 days, 2:03:22, time: 1.546, data_time: 0.005, memory: 9063, top1_acc: 0.3266, top5_acc: 0.5777, loss_cls: 3.1387, loss: 3.1387, grad_norm: 1.1297 2020-08-03 00:11:05,043 - mmaction - INFO - Epoch [49][700/940] lr: 3.663e-01, eta: 10 days, 1:57:46, time: 1.570, data_time: 0.006, memory: 9063, top1_acc: 0.3234, top5_acc: 0.5689, loss_cls: 3.1402, loss: 3.1402, grad_norm: 1.1617 2020-08-03 00:11:36,547 - mmaction - INFO - Epoch [49][720/940] lr: 3.663e-01, eta: 10 days, 1:52:10, time: 1.578, data_time: 0.007, memory: 9063, top1_acc: 0.3182, top5_acc: 0.5623, loss_cls: 3.1688, loss: 3.1688, grad_norm: 1.1451 2020-08-03 00:12:07,717 - mmaction - INFO - Epoch [49][740/940] lr: 3.663e-01, eta: 10 days, 1:46:33, time: 1.556, data_time: 0.005, memory: 9063, top1_acc: 0.3225, top5_acc: 0.5785, loss_cls: 3.1109, loss: 3.1109, grad_norm: 1.1570 2020-08-03 00:12:39,235 - mmaction - INFO - Epoch [49][760/940] lr: 3.663e-01, eta: 10 days, 1:40:58, time: 1.576, data_time: 0.006, memory: 9063, top1_acc: 0.3072, top5_acc: 0.5605, loss_cls: 3.2052, loss: 3.2052, grad_norm: 1.1369 2020-08-03 00:13:10,234 - mmaction - INFO - Epoch [49][780/940] lr: 3.663e-01, eta: 10 days, 1:35:22, time: 1.552, data_time: 0.006, memory: 9063, top1_acc: 0.3199, top5_acc: 0.5758, loss_cls: 3.1094, loss: 3.1094, grad_norm: 1.1455 2020-08-03 00:13:42,880 - mmaction - INFO - Epoch [49][800/940] lr: 3.663e-01, eta: 10 days, 1:29:52, time: 1.631, data_time: 0.005, memory: 9063, top1_acc: 0.3098, top5_acc: 0.5736, loss_cls: 3.1684, loss: 3.1684, grad_norm: 1.1448 2020-08-03 00:14:14,319 - mmaction - INFO - Epoch [49][820/940] lr: 3.663e-01, eta: 10 days, 1:24:18, time: 1.574, data_time: 0.005, memory: 9063, top1_acc: 0.3123, top5_acc: 0.5641, loss_cls: 3.1715, loss: 3.1715, grad_norm: 1.1433 2020-08-03 00:14:45,349 - mmaction - INFO - Epoch [49][840/940] lr: 3.663e-01, eta: 10 days, 1:18:41, time: 1.549, data_time: 0.005, memory: 9063, top1_acc: 0.3217, top5_acc: 0.5764, loss_cls: 3.1212, loss: 3.1212, grad_norm: 1.1490 2020-08-03 00:15:16,706 - mmaction - INFO - Epoch [49][860/940] lr: 3.663e-01, eta: 10 days, 1:13:07, time: 1.565, data_time: 0.007, memory: 9063, top1_acc: 0.3258, top5_acc: 0.5666, loss_cls: 3.1570, loss: 3.1570, grad_norm: 1.1423 2020-08-03 00:15:48,060 - mmaction - INFO - Epoch [49][880/940] lr: 3.663e-01, eta: 10 days, 1:07:33, time: 1.572, data_time: 0.008, memory: 9063, top1_acc: 0.3170, top5_acc: 0.5619, loss_cls: 3.1789, loss: 3.1789, grad_norm: 1.1863 2020-08-03 00:16:19,274 - mmaction - INFO - Epoch [49][900/940] lr: 3.663e-01, eta: 10 days, 1:01:59, time: 1.559, data_time: 0.009, memory: 9063, top1_acc: 0.3094, top5_acc: 0.5525, loss_cls: 3.2082, loss: 3.2082, grad_norm: 1.1378 2020-08-03 00:16:51,784 - mmaction - INFO - Epoch [49][920/940] lr: 3.663e-01, eta: 10 days, 0:56:30, time: 1.628, data_time: 0.007, memory: 9063, top1_acc: 0.3059, top5_acc: 0.5523, loss_cls: 3.2321, loss: 3.2321, grad_norm: 1.1663 2020-08-03 00:17:23,074 - mmaction - INFO - Epoch [49][940/940] lr: 3.663e-01, eta: 10 days, 0:50:56, time: 1.563, data_time: 0.007, memory: 9063, top1_acc: 0.3093, top5_acc: 0.5619, loss_cls: 3.1887, loss: 3.1887, grad_norm: 1.1253 2020-08-03 01:15:44,232 - mmaction - INFO - Epoch [50][20/940] lr: 3.649e-01, eta: 10 days, 4:49:32, time: 175.033, data_time: 160.033, memory: 9063, top1_acc: 0.3127, top5_acc: 0.5594, loss_cls: 3.1670, loss: 3.1670, grad_norm: 1.1455 2020-08-03 01:26:38,260 - mmaction - INFO - Epoch [50][40/940] lr: 3.649e-01, eta: 10 days, 5:27:39, time: 32.704, data_time: 31.436, memory: 9063, top1_acc: 0.3141, top5_acc: 0.5709, loss_cls: 3.1251, loss: 3.1251, grad_norm: 1.1408 2020-08-03 02:00:08,058 - mmaction - INFO - Epoch [50][60/940] lr: 3.649e-01, eta: 10 days, 7:41:01, time: 100.486, data_time: 73.571, memory: 9063, top1_acc: 0.3246, top5_acc: 0.5754, loss_cls: 3.1065, loss: 3.1065, grad_norm: 1.1373 2020-08-03 02:00:32,511 - mmaction - INFO - Epoch [50][80/940] lr: 3.649e-01, eta: 10 days, 7:34:47, time: 1.228, data_time: 0.012, memory: 9063, top1_acc: 0.3098, top5_acc: 0.5732, loss_cls: 3.1447, loss: 3.1447, grad_norm: 1.1399 2020-08-03 02:00:58,471 - mmaction - INFO - Epoch [50][100/940] lr: 3.649e-01, eta: 10 days, 7:28:38, time: 1.296, data_time: 0.006, memory: 9063, top1_acc: 0.3205, top5_acc: 0.5758, loss_cls: 3.1090, loss: 3.1090, grad_norm: 1.1441 2020-08-03 02:01:25,513 - mmaction - INFO - Epoch [50][120/940] lr: 3.649e-01, eta: 10 days, 7:22:34, time: 1.350, data_time: 0.006, memory: 9063, top1_acc: 0.3197, top5_acc: 0.5625, loss_cls: 3.1587, loss: 3.1587, grad_norm: 1.1400 2020-08-03 02:01:53,992 - mmaction - INFO - Epoch [50][140/940] lr: 3.649e-01, eta: 10 days, 7:16:37, time: 1.426, data_time: 0.010, memory: 9063, top1_acc: 0.3197, top5_acc: 0.5740, loss_cls: 3.1276, loss: 3.1276, grad_norm: 1.1442 2020-08-03 02:02:23,433 - mmaction - INFO - Epoch [50][160/940] lr: 3.649e-01, eta: 10 days, 7:10:44, time: 1.473, data_time: 0.008, memory: 9063, top1_acc: 0.3225, top5_acc: 0.5750, loss_cls: 3.0921, loss: 3.0921, grad_norm: 1.1835 2020-08-03 02:02:53,388 - mmaction - INFO - Epoch [50][180/940] lr: 3.649e-01, eta: 10 days, 7:04:54, time: 1.499, data_time: 0.005, memory: 9063, top1_acc: 0.3182, top5_acc: 0.5736, loss_cls: 3.1282, loss: 3.1282, grad_norm: 1.1565 2020-08-03 02:03:22,974 - mmaction - INFO - Epoch [50][200/940] lr: 3.649e-01, eta: 10 days, 6:59:02, time: 1.478, data_time: 0.007, memory: 9063, top1_acc: 0.3221, top5_acc: 0.5705, loss_cls: 3.1277, loss: 3.1277, grad_norm: 1.1470 2020-08-03 02:50:04,157 - mmaction - INFO - Epoch [50][220/940] lr: 3.649e-01, eta: 10 days, 10:07:11, time: 140.059, data_time: 85.242, memory: 9063, top1_acc: 0.3070, top5_acc: 0.5447, loss_cls: 3.2485, loss: 3.2485, grad_norm: 1.1475 2020-08-03 02:50:28,623 - mmaction - INFO - Epoch [50][240/940] lr: 3.649e-01, eta: 10 days, 10:00:52, time: 1.225, data_time: 0.003, memory: 9063, top1_acc: 0.3250, top5_acc: 0.5777, loss_cls: 3.0909, loss: 3.0909, grad_norm: 1.1265 2020-08-03 02:50:54,952 - mmaction - INFO - Epoch [50][260/940] lr: 3.649e-01, eta: 10 days, 9:54:41, time: 1.314, data_time: 0.005, memory: 9063, top1_acc: 0.3240, top5_acc: 0.5760, loss_cls: 3.1399, loss: 3.1399, grad_norm: 1.1404 2020-08-03 02:51:21,962 - mmaction - INFO - Epoch [50][280/940] lr: 3.649e-01, eta: 10 days, 9:48:33, time: 1.353, data_time: 0.007, memory: 9063, top1_acc: 0.3305, top5_acc: 0.5832, loss_cls: 3.0565, loss: 3.0565, grad_norm: 1.1562 2020-08-03 02:51:50,298 - mmaction - INFO - Epoch [50][300/940] lr: 3.649e-01, eta: 10 days, 9:42:31, time: 1.415, data_time: 0.007, memory: 9063, top1_acc: 0.3148, top5_acc: 0.5623, loss_cls: 3.1734, loss: 3.1734, grad_norm: 1.1643 2020-08-03 02:52:19,898 - mmaction - INFO - Epoch [50][320/940] lr: 3.649e-01, eta: 10 days, 9:36:36, time: 1.483, data_time: 0.006, memory: 9063, top1_acc: 0.3123, top5_acc: 0.5668, loss_cls: 3.1546, loss: 3.1546, grad_norm: 1.1502 2020-08-03 02:52:49,306 - mmaction - INFO - Epoch [50][340/940] lr: 3.649e-01, eta: 10 days, 9:30:39, time: 1.468, data_time: 0.005, memory: 9063, top1_acc: 0.3193, top5_acc: 0.5750, loss_cls: 3.1138, loss: 3.1138, grad_norm: 1.1534 2020-08-03 03:23:57,056 - mmaction - INFO - Epoch [50][360/940] lr: 3.649e-01, eta: 10 days, 11:32:54, time: 93.385, data_time: 83.403, memory: 9063, top1_acc: 0.3277, top5_acc: 0.5703, loss_cls: 3.1463, loss: 3.1463, grad_norm: 1.1396 2020-08-03 04:12:55,257 - mmaction - INFO - Epoch [50][380/940] lr: 3.649e-01, eta: 10 days, 14:49:37, time: 146.905, data_time: 0.012, memory: 9063, top1_acc: 0.3197, top5_acc: 0.5652, loss_cls: 3.1455, loss: 3.1455, grad_norm: 1.1509 2020-08-03 04:13:20,312 - mmaction - INFO - Epoch [50][400/940] lr: 3.649e-01, eta: 10 days, 14:43:13, time: 1.262, data_time: 0.016, memory: 9063, top1_acc: 0.3139, top5_acc: 0.5643, loss_cls: 3.1958, loss: 3.1958, grad_norm: 1.1590 2020-08-03 04:13:45,410 - mmaction - INFO - Epoch [50][420/940] lr: 3.649e-01, eta: 10 days, 14:36:49, time: 1.254, data_time: 0.005, memory: 9063, top1_acc: 0.3039, top5_acc: 0.5592, loss_cls: 3.1968, loss: 3.1968, grad_norm: 1.1753 2020-08-03 04:14:11,583 - mmaction - INFO - Epoch [50][440/940] lr: 3.649e-01, eta: 10 days, 14:30:29, time: 1.311, data_time: 0.004, memory: 9063, top1_acc: 0.3125, top5_acc: 0.5674, loss_cls: 3.1684, loss: 3.1684, grad_norm: 1.1142 2020-08-03 04:14:39,115 - mmaction - INFO - Epoch [50][460/940] lr: 3.649e-01, eta: 10 days, 14:24:16, time: 1.376, data_time: 0.004, memory: 9063, top1_acc: 0.3270, top5_acc: 0.5787, loss_cls: 3.1040, loss: 3.1040, grad_norm: 1.1437 2020-08-03 04:15:09,248 - mmaction - INFO - Epoch [50][480/940] lr: 3.649e-01, eta: 10 days, 14:18:14, time: 1.507, data_time: 0.002, memory: 9063, top1_acc: 0.3162, top5_acc: 0.5793, loss_cls: 3.1421, loss: 3.1421, grad_norm: 1.1518 2020-08-03 04:15:37,366 - mmaction - INFO - Epoch [50][500/940] lr: 3.649e-01, eta: 10 days, 14:12:04, time: 1.406, data_time: 0.002, memory: 9063, top1_acc: 0.3066, top5_acc: 0.5654, loss_cls: 3.1904, loss: 3.1904, grad_norm: 1.1359 2020-08-03 04:16:06,646 - mmaction - INFO - Epoch [50][520/940] lr: 3.649e-01, eta: 10 days, 14:05:58, time: 1.463, data_time: 0.005, memory: 9063, top1_acc: 0.3221, top5_acc: 0.5820, loss_cls: 3.1021, loss: 3.1021, grad_norm: 1.1356 2020-08-03 04:16:36,969 - mmaction - INFO - Epoch [50][540/940] lr: 3.649e-01, eta: 10 days, 13:59:58, time: 1.517, data_time: 0.007, memory: 9063, top1_acc: 0.3187, top5_acc: 0.5752, loss_cls: 3.1243, loss: 3.1243, grad_norm: 1.1507 2020-08-03 04:17:07,282 - mmaction - INFO - Epoch [50][560/940] lr: 3.649e-01, eta: 10 days, 13:53:57, time: 1.514, data_time: 0.005, memory: 9063, top1_acc: 0.3186, top5_acc: 0.5711, loss_cls: 3.1533, loss: 3.1533, grad_norm: 1.1573 2020-08-03 04:26:15,953 - mmaction - INFO - Epoch [50][580/940] lr: 3.649e-01, eta: 10 days, 14:23:53, time: 27.435, data_time: 0.007, memory: 9063, top1_acc: 0.3146, top5_acc: 0.5627, loss_cls: 3.1681, loss: 3.1681, grad_norm: 1.1524 2020-08-03 05:16:34,144 - mmaction - INFO - Epoch [50][600/940] lr: 3.649e-01, eta: 10 days, 17:44:53, time: 150.901, data_time: 75.744, memory: 9063, top1_acc: 0.3160, top5_acc: 0.5807, loss_cls: 3.0968, loss: 3.0968, grad_norm: 1.1631 2020-08-03 05:16:58,934 - mmaction - INFO - Epoch [50][620/940] lr: 3.649e-01, eta: 10 days, 17:38:24, time: 1.248, data_time: 0.019, memory: 9063, top1_acc: 0.3137, top5_acc: 0.5682, loss_cls: 3.1591, loss: 3.1591, grad_norm: 1.1439 2020-08-03 05:17:24,388 - mmaction - INFO - Epoch [50][640/940] lr: 3.649e-01, eta: 10 days, 17:31:57, time: 1.271, data_time: 0.007, memory: 9063, top1_acc: 0.3086, top5_acc: 0.5555, loss_cls: 3.1949, loss: 3.1949, grad_norm: 1.1329 2020-08-03 05:17:51,939 - mmaction - INFO - Epoch [50][660/940] lr: 3.649e-01, eta: 10 days, 17:25:39, time: 1.380, data_time: 0.006, memory: 9063, top1_acc: 0.3201, top5_acc: 0.5693, loss_cls: 3.1450, loss: 3.1450, grad_norm: 1.1394 2020-08-03 05:18:19,741 - mmaction - INFO - Epoch [50][680/940] lr: 3.649e-01, eta: 10 days, 17:19:22, time: 1.388, data_time: 0.005, memory: 9063, top1_acc: 0.3129, top5_acc: 0.5662, loss_cls: 3.1405, loss: 3.1405, grad_norm: 1.1221 2020-08-03 05:18:48,468 - mmaction - INFO - Epoch [50][700/940] lr: 3.649e-01, eta: 10 days, 17:13:09, time: 1.437, data_time: 0.005, memory: 9063, top1_acc: 0.3121, top5_acc: 0.5619, loss_cls: 3.1512, loss: 3.1512, grad_norm: 1.1538 2020-08-03 06:03:16,982 - mmaction - INFO - Epoch [50][720/940] lr: 3.649e-01, eta: 10 days, 20:09:16, time: 133.418, data_time: 77.439, memory: 9063, top1_acc: 0.3104, top5_acc: 0.5547, loss_cls: 3.1829, loss: 3.1829, grad_norm: 1.1662 2020-08-03 06:03:41,460 - mmaction - INFO - Epoch [50][740/940] lr: 3.649e-01, eta: 10 days, 20:02:41, time: 1.228, data_time: 0.018, memory: 9063, top1_acc: 0.3045, top5_acc: 0.5641, loss_cls: 3.1961, loss: 3.1961, grad_norm: 1.1546 2020-08-03 06:17:35,058 - mmaction - INFO - Epoch [50][760/940] lr: 3.649e-01, eta: 10 days, 20:51:55, time: 41.683, data_time: 27.331, memory: 9063, top1_acc: 0.3117, top5_acc: 0.5625, loss_cls: 3.1818, loss: 3.1818, grad_norm: 1.1305 2020-08-03 06:57:33,323 - mmaction - INFO - Epoch [50][780/940] lr: 3.649e-01, eta: 10 days, 23:29:00, time: 119.913, data_time: 41.667, memory: 9063, top1_acc: 0.3162, top5_acc: 0.5570, loss_cls: 3.1910, loss: 3.1910, grad_norm: 1.1430 2020-08-03 06:57:58,027 - mmaction - INFO - Epoch [50][800/940] lr: 3.649e-01, eta: 10 days, 23:22:20, time: 1.235, data_time: 0.004, memory: 9063, top1_acc: 0.3211, top5_acc: 0.5699, loss_cls: 3.1392, loss: 3.1392, grad_norm: 1.1198 2020-08-03 06:58:23,307 - mmaction - INFO - Epoch [50][820/940] lr: 3.649e-01, eta: 10 days, 23:15:42, time: 1.263, data_time: 0.006, memory: 9063, top1_acc: 0.3152, top5_acc: 0.5643, loss_cls: 3.1694, loss: 3.1694, grad_norm: 1.1560 2020-08-03 06:58:50,799 - mmaction - INFO - Epoch [50][840/940] lr: 3.649e-01, eta: 10 days, 23:09:14, time: 1.376, data_time: 0.005, memory: 9063, top1_acc: 0.3166, top5_acc: 0.5666, loss_cls: 3.1631, loss: 3.1631, grad_norm: 1.1337 2020-08-03 06:59:20,091 - mmaction - INFO - Epoch [50][860/940] lr: 3.649e-01, eta: 10 days, 23:02:53, time: 1.463, data_time: 0.008, memory: 9063, top1_acc: 0.3244, top5_acc: 0.5770, loss_cls: 3.1331, loss: 3.1331, grad_norm: 1.1268 2020-08-03 06:59:48,805 - mmaction - INFO - Epoch [50][880/940] lr: 3.649e-01, eta: 10 days, 22:56:30, time: 1.437, data_time: 0.006, memory: 9063, top1_acc: 0.3287, top5_acc: 0.5789, loss_cls: 3.0949, loss: 3.0949, grad_norm: 1.1359 2020-08-03 07:00:18,926 - mmaction - INFO - Epoch [50][900/940] lr: 3.649e-01, eta: 10 days, 22:50:13, time: 1.501, data_time: 0.007, memory: 9063, top1_acc: 0.3107, top5_acc: 0.5697, loss_cls: 3.1505, loss: 3.1505, grad_norm: 1.1654 2020-08-03 07:00:48,736 - mmaction - INFO - Epoch [50][920/940] lr: 3.649e-01, eta: 10 days, 22:43:56, time: 1.496, data_time: 0.014, memory: 9063, top1_acc: 0.3160, top5_acc: 0.5545, loss_cls: 3.1896, loss: 3.1896, grad_norm: 1.1356 2020-08-03 07:01:18,353 - mmaction - INFO - Epoch [50][940/940] lr: 3.649e-01, eta: 10 days, 22:37:38, time: 1.479, data_time: 0.004, memory: 9063, top1_acc: 0.3206, top5_acc: 0.5716, loss_cls: 3.1292, loss: 3.1292, grad_norm: 1.1541 2020-08-03 07:19:43,601 - mmaction - INFO - Epoch [51][20/940] lr: 3.635e-01, eta: 10 days, 23:45:07, time: 55.234, data_time: 54.021, memory: 9063, top1_acc: 0.3189, top5_acc: 0.5742, loss_cls: 3.1148, loss: 3.1148, grad_norm: 1.1597 2020-08-03 07:20:08,281 - mmaction - INFO - Epoch [51][40/940] lr: 3.635e-01, eta: 10 days, 23:38:27, time: 1.242, data_time: 0.010, memory: 9063, top1_acc: 0.3268, top5_acc: 0.5828, loss_cls: 3.0726, loss: 3.0726, grad_norm: 1.1284 2020-08-03 08:05:14,150 - mmaction - INFO - Epoch [51][60/940] lr: 3.635e-01, eta: 11 days, 2:35:36, time: 135.284, data_time: 72.760, memory: 9063, top1_acc: 0.3252, top5_acc: 0.5785, loss_cls: 3.0978, loss: 3.0978, grad_norm: 1.1803 2020-08-03 09:12:44,642 - mmaction - INFO - Epoch [51][80/940] lr: 3.635e-01, eta: 11 days, 7:04:42, time: 202.529, data_time: 0.024, memory: 9063, top1_acc: 0.3004, top5_acc: 0.5568, loss_cls: 3.1946, loss: 3.1946, grad_norm: 1.1588 2020-08-03 09:35:35,173 - mmaction - INFO - Epoch [51][100/940] lr: 3.635e-01, eta: 11 days, 8:29:59, time: 68.529, data_time: 0.013, memory: 9063, top1_acc: 0.3182, top5_acc: 0.5699, loss_cls: 3.1564, loss: 3.1564, grad_norm: 1.1292 2020-08-03 09:35:59,840 - mmaction - INFO - Epoch [51][120/940] lr: 3.635e-01, eta: 11 days, 8:23:03, time: 1.235, data_time: 0.006, memory: 9063, top1_acc: 0.3258, top5_acc: 0.5670, loss_cls: 3.1345, loss: 3.1345, grad_norm: 1.1518 2020-08-03 09:36:26,040 - mmaction - INFO - Epoch [51][140/940] lr: 3.635e-01, eta: 11 days, 8:16:12, time: 1.306, data_time: 0.007, memory: 9063, top1_acc: 0.3211, top5_acc: 0.5785, loss_cls: 3.1157, loss: 3.1157, grad_norm: 1.1436 2020-08-03 09:36:53,638 - mmaction - INFO - Epoch [51][160/940] lr: 3.635e-01, eta: 11 days, 8:09:29, time: 1.381, data_time: 0.007, memory: 9063, top1_acc: 0.3148, top5_acc: 0.5650, loss_cls: 3.1776, loss: 3.1776, grad_norm: 1.1415 2020-08-03 09:37:22,911 - mmaction - INFO - Epoch [51][180/940] lr: 3.635e-01, eta: 11 days, 8:02:53, time: 1.467, data_time: 0.007, memory: 9063, top1_acc: 0.3236, top5_acc: 0.5738, loss_cls: 3.1348, loss: 3.1348, grad_norm: 1.1252 2020-08-03 09:37:52,314 - mmaction - INFO - Epoch [51][200/940] lr: 3.635e-01, eta: 11 days, 7:56:17, time: 1.469, data_time: 0.005, memory: 9063, top1_acc: 0.3146, top5_acc: 0.5742, loss_cls: 3.1695, loss: 3.1695, grad_norm: 1.1341 2020-08-03 09:38:22,125 - mmaction - INFO - Epoch [51][220/940] lr: 3.635e-01, eta: 11 days, 7:49:43, time: 1.492, data_time: 0.006, memory: 9063, top1_acc: 0.3240, top5_acc: 0.5723, loss_cls: 3.1355, loss: 3.1355, grad_norm: 1.1600 2020-08-03 09:38:53,811 - mmaction - INFO - Epoch [51][240/940] lr: 3.635e-01, eta: 11 days, 7:43:17, time: 1.584, data_time: 0.008, memory: 9063, top1_acc: 0.3139, top5_acc: 0.5697, loss_cls: 3.1696, loss: 3.1696, grad_norm: 1.1439 2020-08-03 09:39:24,159 - mmaction - INFO - Epoch [51][260/940] lr: 3.635e-01, eta: 11 days, 7:36:46, time: 1.518, data_time: 0.005, memory: 9063, top1_acc: 0.3252, top5_acc: 0.5758, loss_cls: 3.1265, loss: 3.1265, grad_norm: 1.1517 2020-08-03 09:39:54,115 - mmaction - INFO - Epoch [51][280/940] lr: 3.635e-01, eta: 11 days, 7:30:14, time: 1.497, data_time: 0.009, memory: 9063, top1_acc: 0.3158, top5_acc: 0.5689, loss_cls: 3.1362, loss: 3.1362, grad_norm: 1.1516 2020-08-03 09:40:25,214 - mmaction - INFO - Epoch [51][300/940] lr: 3.635e-01, eta: 11 days, 7:23:47, time: 1.555, data_time: 0.005, memory: 9063, top1_acc: 0.3248, top5_acc: 0.5609, loss_cls: 3.1431, loss: 3.1431, grad_norm: 1.1503 2020-08-03 09:40:55,380 - mmaction - INFO - Epoch [51][320/940] lr: 3.635e-01, eta: 11 days, 7:17:16, time: 1.510, data_time: 0.007, memory: 9063, top1_acc: 0.3150, top5_acc: 0.5664, loss_cls: 3.1454, loss: 3.1454, grad_norm: 1.1475 2020-08-03 09:41:26,290 - mmaction - INFO - Epoch [51][340/940] lr: 3.635e-01, eta: 11 days, 7:10:49, time: 1.543, data_time: 0.007, memory: 9063, top1_acc: 0.3113, top5_acc: 0.5654, loss_cls: 3.1563, loss: 3.1563, grad_norm: 1.1327 2020-08-03 09:41:58,377 - mmaction - INFO - Epoch [51][360/940] lr: 3.635e-01, eta: 11 days, 7:04:27, time: 1.607, data_time: 0.007, memory: 9063, top1_acc: 0.3293, top5_acc: 0.5762, loss_cls: 3.0789, loss: 3.0789, grad_norm: 1.1467 2020-08-03 09:42:28,985 - mmaction - INFO - Epoch [51][380/940] lr: 3.635e-01, eta: 11 days, 6:57:59, time: 1.529, data_time: 0.005, memory: 9063, top1_acc: 0.3141, top5_acc: 0.5756, loss_cls: 3.1285, loss: 3.1285, grad_norm: 1.1488 2020-08-03 09:42:59,756 - mmaction - INFO - Epoch [51][400/940] lr: 3.635e-01, eta: 11 days, 6:51:32, time: 1.541, data_time: 0.005, memory: 9063, top1_acc: 0.3191, top5_acc: 0.5682, loss_cls: 3.1482, loss: 3.1482, grad_norm: 1.1771 2020-08-03 09:43:32,263 - mmaction - INFO - Epoch [51][420/940] lr: 3.635e-01, eta: 11 days, 6:45:12, time: 1.621, data_time: 0.004, memory: 9063, top1_acc: 0.3037, top5_acc: 0.5615, loss_cls: 3.1863, loss: 3.1863, grad_norm: 1.1658 2020-08-03 09:44:02,403 - mmaction - INFO - Epoch [51][440/940] lr: 3.635e-01, eta: 11 days, 6:38:43, time: 1.510, data_time: 0.007, memory: 9063, top1_acc: 0.3195, top5_acc: 0.5598, loss_cls: 3.1832, loss: 3.1832, grad_norm: 1.1416 2020-08-03 09:44:34,100 - mmaction - INFO - Epoch [51][460/940] lr: 3.635e-01, eta: 11 days, 6:32:20, time: 1.585, data_time: 0.005, memory: 9063, top1_acc: 0.3094, top5_acc: 0.5584, loss_cls: 3.1798, loss: 3.1798, grad_norm: 1.1205 2020-08-03 09:45:05,781 - mmaction - INFO - Epoch [51][480/940] lr: 3.635e-01, eta: 11 days, 6:25:58, time: 1.584, data_time: 0.002, memory: 9063, top1_acc: 0.3121, top5_acc: 0.5637, loss_cls: 3.1684, loss: 3.1684, grad_norm: 1.1425 2020-08-03 09:45:36,139 - mmaction - INFO - Epoch [51][500/940] lr: 3.635e-01, eta: 11 days, 6:19:31, time: 1.518, data_time: 0.002, memory: 9063, top1_acc: 0.3172, top5_acc: 0.5732, loss_cls: 3.1227, loss: 3.1227, grad_norm: 1.1626 2020-08-03 09:46:07,132 - mmaction - INFO - Epoch [51][520/940] lr: 3.635e-01, eta: 11 days, 6:13:07, time: 1.548, data_time: 0.005, memory: 9063, top1_acc: 0.3160, top5_acc: 0.5748, loss_cls: 3.1393, loss: 3.1393, grad_norm: 1.1366 2020-08-03 09:46:38,575 - mmaction - INFO - Epoch [51][540/940] lr: 3.635e-01, eta: 11 days, 6:06:44, time: 1.574, data_time: 0.005, memory: 9063, top1_acc: 0.3137, top5_acc: 0.5719, loss_cls: 3.1505, loss: 3.1505, grad_norm: 1.1502 2020-08-03 09:47:09,882 - mmaction - INFO - Epoch [51][560/940] lr: 3.635e-01, eta: 11 days, 6:00:21, time: 1.558, data_time: 0.005, memory: 9063, top1_acc: 0.3105, top5_acc: 0.5660, loss_cls: 3.1819, loss: 3.1819, grad_norm: 1.1597 2020-08-03 09:47:40,622 - mmaction - INFO - Epoch [51][580/940] lr: 3.635e-01, eta: 11 days, 5:53:57, time: 1.544, data_time: 0.009, memory: 9063, top1_acc: 0.3174, top5_acc: 0.5611, loss_cls: 3.1780, loss: 3.1780, grad_norm: 1.1479 2020-08-03 09:48:11,962 - mmaction - INFO - Epoch [51][600/940] lr: 3.635e-01, eta: 11 days, 5:47:36, time: 1.567, data_time: 0.005, memory: 9063, top1_acc: 0.3111, top5_acc: 0.5701, loss_cls: 3.1606, loss: 3.1606, grad_norm: 1.1394 2020-08-03 09:48:43,667 - mmaction - INFO - Epoch [51][620/940] lr: 3.635e-01, eta: 11 days, 5:41:16, time: 1.583, data_time: 0.005, memory: 9063, top1_acc: 0.3199, top5_acc: 0.5670, loss_cls: 3.1291, loss: 3.1291, grad_norm: 1.1352 2020-08-03 09:49:14,977 - mmaction - INFO - Epoch [51][640/940] lr: 3.635e-01, eta: 11 days, 5:34:54, time: 1.567, data_time: 0.006, memory: 9063, top1_acc: 0.3199, top5_acc: 0.5637, loss_cls: 3.1715, loss: 3.1715, grad_norm: 1.1351 2020-08-03 09:49:46,411 - mmaction - INFO - Epoch [51][660/940] lr: 3.635e-01, eta: 11 days, 5:28:33, time: 1.566, data_time: 0.003, memory: 9063, top1_acc: 0.3125, top5_acc: 0.5666, loss_cls: 3.1581, loss: 3.1581, grad_norm: 1.1293 2020-08-03 09:50:17,666 - mmaction - INFO - Epoch [51][680/940] lr: 3.635e-01, eta: 11 days, 5:22:13, time: 1.568, data_time: 0.008, memory: 9063, top1_acc: 0.3281, top5_acc: 0.5830, loss_cls: 3.1085, loss: 3.1085, grad_norm: 1.1673 2020-08-03 09:50:48,308 - mmaction - INFO - Epoch [51][700/940] lr: 3.635e-01, eta: 11 days, 5:15:50, time: 1.533, data_time: 0.005, memory: 9063, top1_acc: 0.3199, top5_acc: 0.5746, loss_cls: 3.1376, loss: 3.1376, grad_norm: 1.1400 2020-08-03 09:51:20,005 - mmaction - INFO - Epoch [51][720/940] lr: 3.635e-01, eta: 11 days, 5:09:31, time: 1.583, data_time: 0.005, memory: 9063, top1_acc: 0.3133, top5_acc: 0.5654, loss_cls: 3.1584, loss: 3.1584, grad_norm: 1.1533 2020-08-03 09:51:51,221 - mmaction - INFO - Epoch [51][740/940] lr: 3.635e-01, eta: 11 days, 5:03:11, time: 1.562, data_time: 0.006, memory: 9063, top1_acc: 0.3152, top5_acc: 0.5687, loss_cls: 3.1574, loss: 3.1574, grad_norm: 1.1648 2020-08-03 09:52:23,199 - mmaction - INFO - Epoch [51][760/940] lr: 3.635e-01, eta: 11 days, 4:56:54, time: 1.596, data_time: 0.008, memory: 9063, top1_acc: 0.3141, top5_acc: 0.5730, loss_cls: 3.1335, loss: 3.1335, grad_norm: 1.1580 2020-08-03 09:52:54,294 - mmaction - INFO - Epoch [51][780/940] lr: 3.635e-01, eta: 11 days, 4:50:34, time: 1.557, data_time: 0.006, memory: 9063, top1_acc: 0.3066, top5_acc: 0.5646, loss_cls: 3.1855, loss: 3.1855, grad_norm: 1.1589 2020-08-03 09:53:25,744 - mmaction - INFO - Epoch [51][800/940] lr: 3.635e-01, eta: 11 days, 4:44:16, time: 1.572, data_time: 0.007, memory: 9063, top1_acc: 0.3146, top5_acc: 0.5678, loss_cls: 3.1604, loss: 3.1604, grad_norm: 1.1313 2020-08-03 09:53:56,402 - mmaction - INFO - Epoch [51][820/940] lr: 3.635e-01, eta: 11 days, 4:37:54, time: 1.535, data_time: 0.008, memory: 9063, top1_acc: 0.3209, top5_acc: 0.5625, loss_cls: 3.1517, loss: 3.1517, grad_norm: 1.1330 2020-08-03 09:54:27,971 - mmaction - INFO - Epoch [51][840/940] lr: 3.635e-01, eta: 11 days, 4:31:37, time: 1.575, data_time: 0.004, memory: 9063, top1_acc: 0.3180, top5_acc: 0.5697, loss_cls: 3.1322, loss: 3.1322, grad_norm: 1.1247 2020-08-03 09:54:59,121 - mmaction - INFO - Epoch [51][860/940] lr: 3.635e-01, eta: 11 days, 4:25:18, time: 1.560, data_time: 0.007, memory: 9063, top1_acc: 0.3109, top5_acc: 0.5646, loss_cls: 3.1837, loss: 3.1837, grad_norm: 1.1543 2020-08-03 09:55:31,824 - mmaction - INFO - Epoch [51][880/940] lr: 3.635e-01, eta: 11 days, 4:19:06, time: 1.631, data_time: 0.007, memory: 9063, top1_acc: 0.2965, top5_acc: 0.5521, loss_cls: 3.2418, loss: 3.2418, grad_norm: 1.1381 2020-08-03 09:56:02,565 - mmaction - INFO - Epoch [51][900/940] lr: 3.635e-01, eta: 11 days, 4:12:46, time: 1.541, data_time: 0.007, memory: 9063, top1_acc: 0.3148, top5_acc: 0.5687, loss_cls: 3.1568, loss: 3.1568, grad_norm: 1.1200 2020-08-03 09:56:33,582 - mmaction - INFO - Epoch [51][920/940] lr: 3.635e-01, eta: 11 days, 4:06:27, time: 1.545, data_time: 0.005, memory: 9063, top1_acc: 0.3295, top5_acc: 0.5816, loss_cls: 3.0788, loss: 3.0788, grad_norm: 1.1426 2020-08-03 09:57:04,082 - mmaction - INFO - Epoch [51][940/940] lr: 3.635e-01, eta: 11 days, 4:00:08, time: 1.531, data_time: 0.009, memory: 9063, top1_acc: 0.3137, top5_acc: 0.5712, loss_cls: 3.1396, loss: 3.1396, grad_norm: 1.1694 2020-08-03 10:39:01,019 - mmaction - INFO - Epoch [52][20/940] lr: 3.621e-01, eta: 11 days, 6:40:15, time: 125.820, data_time: 120.115, memory: 9063, top1_acc: 0.3293, top5_acc: 0.5734, loss_cls: 3.1198, loss: 3.1198, grad_norm: 1.1422 2020-08-03 10:39:25,743 - mmaction - INFO - Epoch [52][40/940] lr: 3.621e-01, eta: 11 days, 6:33:28, time: 1.244, data_time: 0.018, memory: 9063, top1_acc: 0.3238, top5_acc: 0.5689, loss_cls: 3.1019, loss: 3.1019, grad_norm: 1.1548 2020-08-03 10:39:52,153 - mmaction - INFO - Epoch [52][60/940] lr: 3.621e-01, eta: 11 days, 6:26:47, time: 1.321, data_time: 0.004, memory: 9063, top1_acc: 0.3088, top5_acc: 0.5625, loss_cls: 3.1864, loss: 3.1864, grad_norm: 1.1572 2020-08-03 10:40:20,937 - mmaction - INFO - Epoch [52][80/940] lr: 3.621e-01, eta: 11 days, 6:20:15, time: 1.432, data_time: 0.008, memory: 9063, top1_acc: 0.3187, top5_acc: 0.5682, loss_cls: 3.1591, loss: 3.1591, grad_norm: 1.1496 2020-08-03 10:40:50,359 - mmaction - INFO - Epoch [52][100/940] lr: 3.621e-01, eta: 11 days, 6:13:47, time: 1.477, data_time: 0.009, memory: 9063, top1_acc: 0.3217, top5_acc: 0.5770, loss_cls: 3.1202, loss: 3.1202, grad_norm: 1.1624 2020-08-03 10:41:21,399 - mmaction - INFO - Epoch [52][120/940] lr: 3.621e-01, eta: 11 days, 6:07:26, time: 1.551, data_time: 0.005, memory: 9063, top1_acc: 0.3187, top5_acc: 0.5691, loss_cls: 3.1247, loss: 3.1247, grad_norm: 1.1436 2020-08-03 10:41:51,441 - mmaction - INFO - Epoch [52][140/940] lr: 3.621e-01, eta: 11 days, 6:01:01, time: 1.503, data_time: 0.006, memory: 9063, top1_acc: 0.3182, top5_acc: 0.5707, loss_cls: 3.1275, loss: 3.1275, grad_norm: 1.1661 2020-08-03 10:42:22,696 - mmaction - INFO - Epoch [52][160/940] lr: 3.621e-01, eta: 11 days, 5:54:40, time: 1.557, data_time: 0.009, memory: 9063, top1_acc: 0.3137, top5_acc: 0.5684, loss_cls: 3.1400, loss: 3.1400, grad_norm: 1.1700 2020-08-03 10:42:54,351 - mmaction - INFO - Epoch [52][180/940] lr: 3.621e-01, eta: 11 days, 5:48:23, time: 1.586, data_time: 0.009, memory: 9063, top1_acc: 0.3082, top5_acc: 0.5609, loss_cls: 3.1718, loss: 3.1718, grad_norm: 1.1363 2020-08-03 10:43:26,630 - mmaction - INFO - Epoch [52][200/940] lr: 3.621e-01, eta: 11 days, 5:42:07, time: 1.614, data_time: 0.007, memory: 9063, top1_acc: 0.3213, top5_acc: 0.5680, loss_cls: 3.1539, loss: 3.1539, grad_norm: 1.1404 2020-08-03 10:43:57,332 - mmaction - INFO - Epoch [52][220/940] lr: 3.621e-01, eta: 11 days, 5:35:46, time: 1.534, data_time: 0.008, memory: 9063, top1_acc: 0.3197, top5_acc: 0.5809, loss_cls: 3.1264, loss: 3.1264, grad_norm: 1.1761 2020-08-03 10:44:28,996 - mmaction - INFO - Epoch [52][240/940] lr: 3.621e-01, eta: 11 days, 5:29:29, time: 1.587, data_time: 0.006, memory: 9063, top1_acc: 0.3176, top5_acc: 0.5611, loss_cls: 3.1756, loss: 3.1756, grad_norm: 1.1145 2020-08-03 10:45:01,510 - mmaction - INFO - Epoch [52][260/940] lr: 3.621e-01, eta: 11 days, 5:23:15, time: 1.620, data_time: 0.004, memory: 9063, top1_acc: 0.3057, top5_acc: 0.5527, loss_cls: 3.1916, loss: 3.1916, grad_norm: 1.1568 2020-08-03 10:45:33,004 - mmaction - INFO - Epoch [52][280/940] lr: 3.621e-01, eta: 11 days, 5:16:58, time: 1.578, data_time: 0.008, memory: 9063, top1_acc: 0.3254, top5_acc: 0.5746, loss_cls: 3.1114, loss: 3.1114, grad_norm: 1.1381 2020-08-03 10:46:05,202 - mmaction - INFO - Epoch [52][300/940] lr: 3.621e-01, eta: 11 days, 5:10:44, time: 1.609, data_time: 0.008, memory: 9063, top1_acc: 0.3088, top5_acc: 0.5553, loss_cls: 3.1953, loss: 3.1953, grad_norm: 1.1537 2020-08-03 10:46:37,884 - mmaction - INFO - Epoch [52][320/940] lr: 3.621e-01, eta: 11 days, 5:04:32, time: 1.638, data_time: 0.005, memory: 9063, top1_acc: 0.3322, top5_acc: 0.5934, loss_cls: 3.0496, loss: 3.0496, grad_norm: 1.1499 2020-08-03 10:47:11,037 - mmaction - INFO - Epoch [52][340/940] lr: 3.621e-01, eta: 11 days, 4:58:22, time: 1.658, data_time: 0.002, memory: 9063, top1_acc: 0.3133, top5_acc: 0.5660, loss_cls: 3.1182, loss: 3.1182, grad_norm: 1.1608 2020-08-03 10:47:44,338 - mmaction - INFO - Epoch [52][360/940] lr: 3.621e-01, eta: 11 days, 4:52:13, time: 1.663, data_time: 0.004, memory: 9063, top1_acc: 0.3238, top5_acc: 0.5764, loss_cls: 3.1237, loss: 3.1237, grad_norm: 1.1435 2020-08-03 10:48:16,978 - mmaction - INFO - Epoch [52][380/940] lr: 3.621e-01, eta: 11 days, 4:46:02, time: 1.632, data_time: 0.006, memory: 9063, top1_acc: 0.3131, top5_acc: 0.5623, loss_cls: 3.1772, loss: 3.1772, grad_norm: 1.1609 2020-08-03 10:48:49,245 - mmaction - INFO - Epoch [52][400/940] lr: 3.621e-01, eta: 11 days, 4:39:49, time: 1.614, data_time: 0.005, memory: 9063, top1_acc: 0.3115, top5_acc: 0.5604, loss_cls: 3.1712, loss: 3.1712, grad_norm: 1.1524 2020-08-03 10:49:21,903 - mmaction - INFO - Epoch [52][420/940] lr: 3.621e-01, eta: 11 days, 4:33:39, time: 1.634, data_time: 0.005, memory: 9063, top1_acc: 0.3217, top5_acc: 0.5713, loss_cls: 3.1384, loss: 3.1384, grad_norm: 1.1577 2020-08-03 10:49:54,318 - mmaction - INFO - Epoch [52][440/940] lr: 3.621e-01, eta: 11 days, 4:27:27, time: 1.618, data_time: 0.004, memory: 9063, top1_acc: 0.3273, top5_acc: 0.5852, loss_cls: 3.0912, loss: 3.0912, grad_norm: 1.1721 2020-08-03 10:50:27,249 - mmaction - INFO - Epoch [52][460/940] lr: 3.621e-01, eta: 11 days, 4:21:18, time: 1.647, data_time: 0.005, memory: 9063, top1_acc: 0.3172, top5_acc: 0.5656, loss_cls: 3.1533, loss: 3.1533, grad_norm: 1.1296 2020-08-03 10:50:59,894 - mmaction - INFO - Epoch [52][480/940] lr: 3.621e-01, eta: 11 days, 4:15:08, time: 1.628, data_time: 0.007, memory: 9063, top1_acc: 0.3086, top5_acc: 0.5615, loss_cls: 3.1669, loss: 3.1669, grad_norm: 1.1366 2020-08-03 10:51:31,554 - mmaction - INFO - Epoch [52][500/940] lr: 3.621e-01, eta: 11 days, 4:08:55, time: 1.589, data_time: 0.008, memory: 9063, top1_acc: 0.3199, top5_acc: 0.5840, loss_cls: 3.1110, loss: 3.1110, grad_norm: 1.1473 2020-08-03 10:52:04,125 - mmaction - INFO - Epoch [52][520/940] lr: 3.621e-01, eta: 11 days, 4:02:45, time: 1.626, data_time: 0.004, memory: 9063, top1_acc: 0.3102, top5_acc: 0.5537, loss_cls: 3.2164, loss: 3.2164, grad_norm: 1.1574 2020-08-03 10:52:36,714 - mmaction - INFO - Epoch [52][540/940] lr: 3.621e-01, eta: 11 days, 3:56:36, time: 1.630, data_time: 0.007, memory: 9063, top1_acc: 0.3178, top5_acc: 0.5715, loss_cls: 3.1502, loss: 3.1502, grad_norm: 1.1439 2020-08-03 10:53:09,547 - mmaction - INFO - Epoch [52][560/940] lr: 3.621e-01, eta: 11 days, 3:50:27, time: 1.637, data_time: 0.005, memory: 9063, top1_acc: 0.3143, top5_acc: 0.5611, loss_cls: 3.1857, loss: 3.1857, grad_norm: 1.1591 2020-08-03 10:53:41,632 - mmaction - INFO - Epoch [52][580/940] lr: 3.621e-01, eta: 11 days, 3:44:17, time: 1.608, data_time: 0.011, memory: 9063, top1_acc: 0.3139, top5_acc: 0.5627, loss_cls: 3.1887, loss: 3.1887, grad_norm: 1.1532 2020-08-03 10:54:13,843 - mmaction - INFO - Epoch [52][600/940] lr: 3.621e-01, eta: 11 days, 3:38:07, time: 1.613, data_time: 0.006, memory: 9063, top1_acc: 0.3164, top5_acc: 0.5756, loss_cls: 3.1383, loss: 3.1383, grad_norm: 1.1385 2020-08-03 10:54:46,212 - mmaction - INFO - Epoch [52][620/940] lr: 3.621e-01, eta: 11 days, 3:31:58, time: 1.616, data_time: 0.006, memory: 9063, top1_acc: 0.3316, top5_acc: 0.5816, loss_cls: 3.0830, loss: 3.0830, grad_norm: 1.1451 2020-08-03 10:55:19,108 - mmaction - INFO - Epoch [52][640/940] lr: 3.621e-01, eta: 11 days, 3:25:51, time: 1.646, data_time: 0.006, memory: 9063, top1_acc: 0.3180, top5_acc: 0.5652, loss_cls: 3.1372, loss: 3.1372, grad_norm: 1.1474 2020-08-03 10:55:52,112 - mmaction - INFO - Epoch [52][660/940] lr: 3.621e-01, eta: 11 days, 3:19:45, time: 1.652, data_time: 0.008, memory: 9063, top1_acc: 0.3113, top5_acc: 0.5660, loss_cls: 3.1765, loss: 3.1765, grad_norm: 1.1568 2020-08-03 10:56:26,110 - mmaction - INFO - Epoch [52][680/940] lr: 3.621e-01, eta: 11 days, 3:13:43, time: 1.699, data_time: 0.005, memory: 9063, top1_acc: 0.3187, top5_acc: 0.5650, loss_cls: 3.1588, loss: 3.1588, grad_norm: 1.1340 2020-08-03 10:56:59,743 - mmaction - INFO - Epoch [52][700/940] lr: 3.621e-01, eta: 11 days, 3:07:40, time: 1.683, data_time: 0.005, memory: 9063, top1_acc: 0.3232, top5_acc: 0.5680, loss_cls: 3.1429, loss: 3.1429, grad_norm: 1.1302 2020-08-03 10:57:33,094 - mmaction - INFO - Epoch [52][720/940] lr: 3.621e-01, eta: 11 days, 3:01:36, time: 1.660, data_time: 0.005, memory: 9063, top1_acc: 0.3273, top5_acc: 0.5789, loss_cls: 3.0907, loss: 3.0907, grad_norm: 1.1566 2020-08-03 10:58:06,442 - mmaction - INFO - Epoch [52][740/940] lr: 3.621e-01, eta: 11 days, 2:55:33, time: 1.675, data_time: 0.010, memory: 9063, top1_acc: 0.3180, top5_acc: 0.5631, loss_cls: 3.1702, loss: 3.1702, grad_norm: 1.1450 2020-08-03 10:58:39,853 - mmaction - INFO - Epoch [52][760/940] lr: 3.621e-01, eta: 11 days, 2:49:30, time: 1.669, data_time: 0.005, memory: 9063, top1_acc: 0.2992, top5_acc: 0.5500, loss_cls: 3.2413, loss: 3.2413, grad_norm: 1.1300 2020-08-03 10:59:13,023 - mmaction - INFO - Epoch [52][780/940] lr: 3.621e-01, eta: 11 days, 2:43:26, time: 1.660, data_time: 0.005, memory: 9063, top1_acc: 0.3152, top5_acc: 0.5668, loss_cls: 3.1468, loss: 3.1468, grad_norm: 1.1539 2020-08-03 10:59:46,312 - mmaction - INFO - Epoch [52][800/940] lr: 3.621e-01, eta: 11 days, 2:37:23, time: 1.663, data_time: 0.005, memory: 9063, top1_acc: 0.3092, top5_acc: 0.5695, loss_cls: 3.1379, loss: 3.1379, grad_norm: 1.1442 2020-08-03 11:00:18,952 - mmaction - INFO - Epoch [52][820/940] lr: 3.621e-01, eta: 11 days, 2:31:17, time: 1.625, data_time: 0.005, memory: 9063, top1_acc: 0.3139, top5_acc: 0.5789, loss_cls: 3.1231, loss: 3.1231, grad_norm: 1.1275 2020-08-03 11:00:52,819 - mmaction - INFO - Epoch [52][840/940] lr: 3.621e-01, eta: 11 days, 2:25:18, time: 1.703, data_time: 0.018, memory: 9063, top1_acc: 0.3217, top5_acc: 0.5738, loss_cls: 3.1152, loss: 3.1152, grad_norm: 1.1588 2020-08-03 11:01:26,573 - mmaction - INFO - Epoch [52][860/940] lr: 3.621e-01, eta: 11 days, 2:19:17, time: 1.685, data_time: 0.005, memory: 9063, top1_acc: 0.2988, top5_acc: 0.5430, loss_cls: 3.2631, loss: 3.2631, grad_norm: 1.1488 2020-08-03 11:01:59,600 - mmaction - INFO - Epoch [52][880/940] lr: 3.621e-01, eta: 11 days, 2:13:14, time: 1.650, data_time: 0.006, memory: 9063, top1_acc: 0.3199, top5_acc: 0.5758, loss_cls: 3.1453, loss: 3.1453, grad_norm: 1.1446 2020-08-03 11:02:32,232 - mmaction - INFO - Epoch [52][900/940] lr: 3.621e-01, eta: 11 days, 2:07:10, time: 1.635, data_time: 0.008, memory: 9063, top1_acc: 0.3176, top5_acc: 0.5693, loss_cls: 3.1767, loss: 3.1767, grad_norm: 1.1419 2020-08-03 11:03:05,076 - mmaction - INFO - Epoch [52][920/940] lr: 3.621e-01, eta: 11 days, 2:01:07, time: 1.639, data_time: 0.005, memory: 9063, top1_acc: 0.3158, top5_acc: 0.5631, loss_cls: 3.1596, loss: 3.1596, grad_norm: 1.1386 2020-08-03 11:03:37,101 - mmaction - INFO - Epoch [52][940/940] lr: 3.621e-01, eta: 11 days, 1:55:01, time: 1.605, data_time: 0.008, memory: 9063, top1_acc: 0.3237, top5_acc: 0.5722, loss_cls: 3.1211, loss: 3.1211, grad_norm: 1.1642 2020-08-03 11:03:37,556 - mmaction - INFO - Saving checkpoint at 52 epochs 2020-08-04 15:53:18,315 - mmaction - INFO - Epoch [53][20/940] lr: 3.606e-01, eta: 7 days, 16:32:37, time: 3.465, data_time: 0.632, memory: 9059, top1_acc: 0.3234, top5_acc: 0.5678, loss_cls: 3.1294, loss: 3.1294, grad_norm: 1.1246 2020-08-04 15:53:44,032 - mmaction - INFO - Epoch [53][40/940] lr: 3.606e-01, eta: 5 days, 6:47:16, time: 1.297, data_time: 0.014, memory: 9059, top1_acc: 0.3248, top5_acc: 0.5813, loss_cls: 3.1164, loss: 3.1164, grad_norm: 1.1512 2020-08-04 15:54:10,488 - mmaction - INFO - Epoch [53][60/940] lr: 3.606e-01, eta: 4 days, 12:00:33, time: 1.324, data_time: 0.005, memory: 9059, top1_acc: 0.3264, top5_acc: 0.5805, loss_cls: 3.1065, loss: 3.1065, grad_norm: 1.1732 2020-08-04 15:54:37,532 - mmaction - INFO - Epoch [53][80/940] lr: 3.606e-01, eta: 4 days, 2:59:41, time: 1.352, data_time: 0.007, memory: 9059, top1_acc: 0.3217, top5_acc: 0.5738, loss_cls: 3.1130, loss: 3.1130, grad_norm: 1.1743 2020-08-04 15:55:05,381 - mmaction - INFO - Epoch [53][100/940] lr: 3.606e-01, eta: 3 days, 21:32:36, time: 1.348, data_time: 0.004, memory: 9059, top1_acc: 0.3117, top5_acc: 0.5693, loss_cls: 3.1452, loss: 3.1452, grad_norm: 1.1678 2020-08-04 15:55:32,485 - mmaction - INFO - Epoch [53][120/940] lr: 3.606e-01, eta: 3 days, 18:21:28, time: 1.399, data_time: 0.046, memory: 9059, top1_acc: 0.3072, top5_acc: 0.5600, loss_cls: 3.1960, loss: 3.1960, grad_norm: 1.1422 2020-08-04 15:56:00,751 - mmaction - INFO - Epoch [53][140/940] lr: 3.606e-01, eta: 3 days, 16:10:24, time: 1.411, data_time: 0.006, memory: 9059, top1_acc: 0.3262, top5_acc: 0.5822, loss_cls: 3.0858, loss: 3.0858, grad_norm: 1.1396 2020-08-04 15:56:31,787 - mmaction - INFO - Epoch [53][160/940] lr: 3.606e-01, eta: 3 days, 15:27:51, time: 1.551, data_time: 0.006, memory: 9059, top1_acc: 0.3252, top5_acc: 0.5793, loss_cls: 3.0947, loss: 3.0947, grad_norm: 1.1655 2020-08-04 15:57:04,879 - mmaction - INFO - Epoch [53][180/940] lr: 3.606e-01, eta: 3 days, 15:30:08, time: 1.651, data_time: 0.005, memory: 9059, top1_acc: 0.3277, top5_acc: 0.5793, loss_cls: 3.1284, loss: 3.1284, grad_norm: 1.1474 2020-08-04 15:57:36,828 - mmaction - INFO - Epoch [53][200/940] lr: 3.606e-01, eta: 3 days, 15:16:23, time: 1.603, data_time: 0.007, memory: 9059, top1_acc: 0.3213, top5_acc: 0.5754, loss_cls: 3.1400, loss: 3.1400, grad_norm: 1.1546 2020-08-04 15:58:09,404 - mmaction - INFO - Epoch [53][220/940] lr: 3.606e-01, eta: 3 days, 15:11:25, time: 1.625, data_time: 0.005, memory: 9059, top1_acc: 0.3094, top5_acc: 0.5701, loss_cls: 3.1461, loss: 3.1461, grad_norm: 1.1525 2020-08-04 15:58:40,006 - mmaction - INFO - Epoch [53][240/940] lr: 3.606e-01, eta: 3 days, 14:42:21, time: 1.532, data_time: 0.006, memory: 9059, top1_acc: 0.3217, top5_acc: 0.5789, loss_cls: 3.1169, loss: 3.1169, grad_norm: 1.1448 2020-08-04 15:59:10,290 - mmaction - INFO - Epoch [53][260/940] lr: 3.606e-01, eta: 3 days, 14:13:53, time: 1.516, data_time: 0.008, memory: 9059, top1_acc: 0.3258, top5_acc: 0.5783, loss_cls: 3.0958, loss: 3.0958, grad_norm: 1.1488 2020-08-04 15:59:43,101 - mmaction - INFO - Epoch [53][280/940] lr: 3.606e-01, eta: 3 days, 14:17:57, time: 1.641, data_time: 0.005, memory: 9059, top1_acc: 0.3324, top5_acc: 0.5826, loss_cls: 3.0646, loss: 3.0646, grad_norm: 1.1460 2020-08-04 16:00:18,809 - mmaction - INFO - Epoch [53][300/940] lr: 3.606e-01, eta: 3 days, 14:50:01, time: 1.776, data_time: 0.008, memory: 9059, top1_acc: 0.3141, top5_acc: 0.5652, loss_cls: 3.1896, loss: 3.1896, grad_norm: 1.1602 2020-08-04 16:00:52,403 - mmaction - INFO - Epoch [53][320/940] lr: 3.606e-01, eta: 3 days, 15:00:44, time: 1.689, data_time: 0.017, memory: 9059, top1_acc: 0.3156, top5_acc: 0.5684, loss_cls: 3.1612, loss: 3.1612, grad_norm: 1.1188 2020-08-04 16:01:25,196 - mmaction - INFO - Epoch [53][340/940] lr: 3.606e-01, eta: 3 days, 15:00:50, time: 1.640, data_time: 0.002, memory: 9059, top1_acc: 0.3201, top5_acc: 0.5730, loss_cls: 3.1310, loss: 3.1310, grad_norm: 1.1484 2020-08-04 16:02:00,433 - mmaction - INFO - Epoch [53][360/940] lr: 3.606e-01, eta: 3 days, 15:22:29, time: 1.762, data_time: 0.002, memory: 9059, top1_acc: 0.3160, top5_acc: 0.5676, loss_cls: 3.1420, loss: 3.1420, grad_norm: 1.1366 2020-08-04 16:02:33,205 - mmaction - INFO - Epoch [53][380/940] lr: 3.606e-01, eta: 3 days, 15:21:01, time: 1.638, data_time: 0.003, memory: 9059, top1_acc: 0.3152, top5_acc: 0.5631, loss_cls: 3.1477, loss: 3.1477, grad_norm: 1.1447 2020-08-04 16:03:05,805 - mmaction - INFO - Epoch [53][400/940] lr: 3.606e-01, eta: 3 days, 15:18:26, time: 1.630, data_time: 0.005, memory: 9059, top1_acc: 0.3273, top5_acc: 0.5779, loss_cls: 3.1075, loss: 3.1075, grad_norm: 1.1484 2020-08-04 16:03:39,616 - mmaction - INFO - Epoch [53][420/940] lr: 3.606e-01, eta: 3 days, 15:25:08, time: 1.690, data_time: 0.003, memory: 9059, top1_acc: 0.3203, top5_acc: 0.5717, loss_cls: 3.1676, loss: 3.1676, grad_norm: 1.1716 2020-08-04 16:04:12,904 - mmaction - INFO - Epoch [53][440/940] lr: 3.606e-01, eta: 3 days, 15:27:00, time: 1.661, data_time: 0.003, memory: 9059, top1_acc: 0.3148, top5_acc: 0.5809, loss_cls: 3.1126, loss: 3.1126, grad_norm: 1.1873 2020-08-04 16:04:46,464 - mmaction - INFO - Epoch [53][460/940] lr: 3.606e-01, eta: 3 days, 15:31:26, time: 1.681, data_time: 0.009, memory: 9059, top1_acc: 0.3148, top5_acc: 0.5635, loss_cls: 3.1694, loss: 3.1694, grad_norm: 1.1085 2020-08-04 16:05:20,328 - mmaction - INFO - Epoch [53][480/940] lr: 3.606e-01, eta: 3 days, 15:36:43, time: 1.691, data_time: 0.004, memory: 9059, top1_acc: 0.3262, top5_acc: 0.5719, loss_cls: 3.1148, loss: 3.1148, grad_norm: 1.1575 2020-08-04 16:05:52,330 - mmaction - INFO - Epoch [53][500/940] lr: 3.606e-01, eta: 3 days, 15:30:02, time: 1.601, data_time: 0.005, memory: 9059, top1_acc: 0.3176, top5_acc: 0.5768, loss_cls: 3.1049, loss: 3.1049, grad_norm: 1.1525 2020-08-04 16:06:26,121 - mmaction - INFO - Epoch [53][520/940] lr: 3.606e-01, eta: 3 days, 15:34:51, time: 1.691, data_time: 0.006, memory: 9059, top1_acc: 0.3137, top5_acc: 0.5703, loss_cls: 3.1511, loss: 3.1511, grad_norm: 1.1547 2020-08-04 16:06:59,307 - mmaction - INFO - Epoch [53][540/940] lr: 3.606e-01, eta: 3 days, 15:35:35, time: 1.659, data_time: 0.002, memory: 9059, top1_acc: 0.3148, top5_acc: 0.5645, loss_cls: 3.1504, loss: 3.1504, grad_norm: 1.1339 2020-08-04 16:07:32,680 - mmaction - INFO - Epoch [53][560/940] lr: 3.606e-01, eta: 3 days, 15:37:14, time: 1.668, data_time: 0.006, memory: 9059, top1_acc: 0.3029, top5_acc: 0.5557, loss_cls: 3.1943, loss: 3.1943, grad_norm: 1.1685 2020-08-04 16:08:07,738 - mmaction - INFO - Epoch [53][580/940] lr: 3.606e-01, eta: 3 days, 15:47:54, time: 1.752, data_time: 0.004, memory: 9059, top1_acc: 0.3098, top5_acc: 0.5553, loss_cls: 3.2334, loss: 3.2334, grad_norm: 1.1570 2020-08-04 16:08:40,102 - mmaction - INFO - Epoch [53][600/940] lr: 3.606e-01, eta: 3 days, 15:43:40, time: 1.619, data_time: 0.006, memory: 9059, top1_acc: 0.3117, top5_acc: 0.5658, loss_cls: 3.1886, loss: 3.1886, grad_norm: 1.1616 2020-08-04 16:09:11,616 - mmaction - INFO - Epoch [53][620/940] lr: 3.606e-01, eta: 3 days, 15:35:09, time: 1.575, data_time: 0.008, memory: 9059, top1_acc: 0.3113, top5_acc: 0.5668, loss_cls: 3.1731, loss: 3.1731, grad_norm: 1.1507 2020-08-04 16:09:44,673 - mmaction - INFO - Epoch [53][640/940] lr: 3.606e-01, eta: 3 days, 15:35:08, time: 1.655, data_time: 0.006, memory: 9059, top1_acc: 0.3283, top5_acc: 0.5770, loss_cls: 3.1328, loss: 3.1328, grad_norm: 1.1393 2020-08-04 16:10:18,330 - mmaction - INFO - Epoch [53][660/940] lr: 3.606e-01, eta: 3 days, 15:37:46, time: 1.683, data_time: 0.002, memory: 9059, top1_acc: 0.3316, top5_acc: 0.5783, loss_cls: 3.0722, loss: 3.0722, grad_norm: 1.1402 2020-08-04 16:10:53,000 - mmaction - INFO - Epoch [53][680/940] lr: 3.606e-01, eta: 3 days, 15:44:57, time: 1.733, data_time: 0.002, memory: 9059, top1_acc: 0.3270, top5_acc: 0.5744, loss_cls: 3.1230, loss: 3.1230, grad_norm: 1.1513 2020-08-04 16:11:26,709 - mmaction - INFO - Epoch [53][700/940] lr: 3.606e-01, eta: 3 days, 15:47:24, time: 1.686, data_time: 0.003, memory: 9059, top1_acc: 0.3199, top5_acc: 0.5699, loss_cls: 3.1236, loss: 3.1236, grad_norm: 1.1521 2020-08-04 16:12:00,393 - mmaction - INFO - Epoch [53][720/940] lr: 3.606e-01, eta: 3 days, 15:49:25, time: 1.683, data_time: 0.002, memory: 9059, top1_acc: 0.3080, top5_acc: 0.5643, loss_cls: 3.1608, loss: 3.1608, grad_norm: 1.1324 2020-08-04 16:12:35,795 - mmaction - INFO - Epoch [53][740/940] lr: 3.606e-01, eta: 3 days, 15:58:47, time: 1.770, data_time: 0.002, memory: 9059, top1_acc: 0.3246, top5_acc: 0.5754, loss_cls: 3.1146, loss: 3.1146, grad_norm: 1.1568 2020-08-04 16:13:08,982 - mmaction - INFO - Epoch [53][760/940] lr: 3.606e-01, eta: 3 days, 15:58:20, time: 1.659, data_time: 0.005, memory: 9059, top1_acc: 0.3098, top5_acc: 0.5609, loss_cls: 3.1582, loss: 3.1582, grad_norm: 1.1771 2020-08-04 16:13:41,340 - mmaction - INFO - Epoch [53][780/940] lr: 3.606e-01, eta: 3 days, 15:54:30, time: 1.618, data_time: 0.004, memory: 9059, top1_acc: 0.3203, top5_acc: 0.5805, loss_cls: 3.0977, loss: 3.0977, grad_norm: 1.1451 2020-08-04 16:14:15,141 - mmaction - INFO - Epoch [53][800/940] lr: 3.606e-01, eta: 3 days, 15:56:34, time: 1.690, data_time: 0.008, memory: 9059, top1_acc: 0.3066, top5_acc: 0.5586, loss_cls: 3.2184, loss: 3.2184, grad_norm: 1.1686 2020-08-04 16:14:49,240 - mmaction - INFO - Epoch [53][820/940] lr: 3.606e-01, eta: 3 days, 15:59:40, time: 1.705, data_time: 0.002, memory: 9059, top1_acc: 0.3205, top5_acc: 0.5682, loss_cls: 3.1461, loss: 3.1461, grad_norm: 1.1292 2020-08-04 16:15:22,834 - mmaction - INFO - Epoch [53][840/940] lr: 3.606e-01, eta: 3 days, 16:00:22, time: 1.676, data_time: 0.009, memory: 9059, top1_acc: 0.3191, top5_acc: 0.5617, loss_cls: 3.1759, loss: 3.1759, grad_norm: 1.1553 2020-08-04 16:15:56,254 - mmaction - INFO - Epoch [53][860/940] lr: 3.606e-01, eta: 3 days, 16:00:57, time: 1.675, data_time: 0.006, memory: 9059, top1_acc: 0.3154, top5_acc: 0.5602, loss_cls: 3.1858, loss: 3.1858, grad_norm: 1.1505 2020-08-04 16:16:30,339 - mmaction - INFO - Epoch [53][880/940] lr: 3.606e-01, eta: 3 days, 16:03:39, time: 1.705, data_time: 0.003, memory: 9059, top1_acc: 0.3145, top5_acc: 0.5723, loss_cls: 3.1335, loss: 3.1335, grad_norm: 1.1411 2020-08-04 16:17:04,842 - mmaction - INFO - Epoch [53][900/940] lr: 3.606e-01, eta: 3 days, 16:07:37, time: 1.725, data_time: 0.006, memory: 9059, top1_acc: 0.3182, top5_acc: 0.5699, loss_cls: 3.1449, loss: 3.1449, grad_norm: 1.1349 2020-08-04 16:17:38,651 - mmaction - INFO - Epoch [53][920/940] lr: 3.606e-01, eta: 3 days, 16:09:01, time: 1.691, data_time: 0.003, memory: 9059, top1_acc: 0.3234, top5_acc: 0.5760, loss_cls: 3.1429, loss: 3.1429, grad_norm: 1.1605 2020-08-04 16:18:12,279 - mmaction - INFO - Epoch [53][940/940] lr: 3.606e-01, eta: 3 days, 16:09:44, time: 1.682, data_time: 0.005, memory: 9059, top1_acc: 0.3147, top5_acc: 0.5631, loss_cls: 3.1829, loss: 3.1829, grad_norm: 1.1664 2020-08-04 16:19:28,064 - mmaction - INFO - Epoch [54][20/940] lr: 3.592e-01, eta: 3 days, 18:28:55, time: 3.773, data_time: 0.555, memory: 9063, top1_acc: 0.3109, top5_acc: 0.5572, loss_cls: 3.1675, loss: 3.1675, grad_norm: 1.1553 2020-08-04 16:19:58,943 - mmaction - INFO - Epoch [54][40/940] lr: 3.592e-01, eta: 3 days, 18:17:52, time: 1.546, data_time: 0.006, memory: 9063, top1_acc: 0.3262, top5_acc: 0.5748, loss_cls: 3.0903, loss: 3.0903, grad_norm: 1.1387 2020-08-04 16:20:31,239 - mmaction - INFO - Epoch [54][60/940] lr: 3.592e-01, eta: 3 days, 18:11:18, time: 1.610, data_time: 0.008, memory: 9063, top1_acc: 0.3264, top5_acc: 0.5912, loss_cls: 3.0539, loss: 3.0539, grad_norm: 1.1396 2020-08-04 16:21:04,887 - mmaction - INFO - Epoch [54][80/940] lr: 3.592e-01, eta: 3 days, 18:09:49, time: 1.687, data_time: 0.007, memory: 9063, top1_acc: 0.3096, top5_acc: 0.5705, loss_cls: 3.1622, loss: 3.1622, grad_norm: 1.1516 2020-08-04 16:21:36,088 - mmaction - INFO - Epoch [54][100/940] lr: 3.592e-01, eta: 3 days, 18:00:37, time: 1.560, data_time: 0.008, memory: 9063, top1_acc: 0.3168, top5_acc: 0.5689, loss_cls: 3.1358, loss: 3.1358, grad_norm: 1.1394 2020-08-04 16:22:11,760 - mmaction - INFO - Epoch [54][120/940] lr: 3.592e-01, eta: 3 days, 18:05:07, time: 1.783, data_time: 0.002, memory: 9063, top1_acc: 0.3115, top5_acc: 0.5658, loss_cls: 3.1784, loss: 3.1784, grad_norm: 1.1386 2020-08-04 16:22:45,702 - mmaction - INFO - Epoch [54][140/940] lr: 3.592e-01, eta: 3 days, 18:04:14, time: 1.695, data_time: 0.002, memory: 9063, top1_acc: 0.3289, top5_acc: 0.5758, loss_cls: 3.0679, loss: 3.0679, grad_norm: 1.1668 2020-08-04 16:23:19,200 - mmaction - INFO - Epoch [54][160/940] lr: 3.592e-01, eta: 3 days, 18:02:01, time: 1.672, data_time: 0.004, memory: 9063, top1_acc: 0.3268, top5_acc: 0.5795, loss_cls: 3.1059, loss: 3.1059, grad_norm: 1.1626 2020-08-04 16:23:50,634 - mmaction - INFO - Epoch [54][180/940] lr: 3.592e-01, eta: 3 days, 17:54:22, time: 1.575, data_time: 0.007, memory: 9063, top1_acc: 0.3295, top5_acc: 0.5687, loss_cls: 3.1275, loss: 3.1275, grad_norm: 1.1406 2020-08-04 16:24:23,832 - mmaction - INFO - Epoch [54][200/940] lr: 3.592e-01, eta: 3 days, 17:51:47, time: 1.662, data_time: 0.003, memory: 9063, top1_acc: 0.3176, top5_acc: 0.5682, loss_cls: 3.1303, loss: 3.1303, grad_norm: 1.1347 2020-08-04 16:24:57,624 - mmaction - INFO - Epoch [54][220/940] lr: 3.592e-01, eta: 3 days, 17:50:45, time: 1.689, data_time: 0.002, memory: 9063, top1_acc: 0.3412, top5_acc: 0.5922, loss_cls: 3.0343, loss: 3.0343, grad_norm: 1.1467 2020-08-04 16:25:31,401 - mmaction - INFO - Epoch [54][240/940] lr: 3.592e-01, eta: 3 days, 17:49:43, time: 1.688, data_time: 0.002, memory: 9063, top1_acc: 0.3141, top5_acc: 0.5637, loss_cls: 3.1621, loss: 3.1621, grad_norm: 1.1535 2020-08-04 16:26:04,601 - mmaction - INFO - Epoch [54][260/940] lr: 3.592e-01, eta: 3 days, 17:47:14, time: 1.661, data_time: 0.007, memory: 9063, top1_acc: 0.3393, top5_acc: 0.5830, loss_cls: 3.0856, loss: 3.0856, grad_norm: 1.1712 2020-08-04 16:26:40,676 - mmaction - INFO - Epoch [54][280/940] lr: 3.592e-01, eta: 3 days, 17:52:18, time: 1.805, data_time: 0.005, memory: 9063, top1_acc: 0.3232, top5_acc: 0.5674, loss_cls: 3.1602, loss: 3.1602, grad_norm: 1.1624 2020-08-04 16:27:13,598 - mmaction - INFO - Epoch [54][300/940] lr: 3.592e-01, eta: 3 days, 17:49:06, time: 1.646, data_time: 0.003, memory: 9063, top1_acc: 0.3209, top5_acc: 0.5775, loss_cls: 3.1205, loss: 3.1205, grad_norm: 1.1589 2020-08-04 16:27:45,290 - mmaction - INFO - Epoch [54][320/940] lr: 3.592e-01, eta: 3 days, 17:42:48, time: 1.584, data_time: 0.008, memory: 9063, top1_acc: 0.3184, top5_acc: 0.5670, loss_cls: 3.1248, loss: 3.1248, grad_norm: 1.1474 2020-08-04 16:28:17,222 - mmaction - INFO - Epoch [54][340/940] lr: 3.592e-01, eta: 3 days, 17:37:24, time: 1.598, data_time: 0.002, memory: 9063, top1_acc: 0.3195, top5_acc: 0.5672, loss_cls: 3.1419, loss: 3.1419, grad_norm: 1.1482 2020-08-04 16:28:50,742 - mmaction - INFO - Epoch [54][360/940] lr: 3.592e-01, eta: 3 days, 17:35:55, time: 1.675, data_time: 0.004, memory: 9063, top1_acc: 0.3238, top5_acc: 0.5699, loss_cls: 3.1382, loss: 3.1382, grad_norm: 1.1767 2020-08-04 16:29:25,174 - mmaction - INFO - Epoch [54][380/940] lr: 3.592e-01, eta: 3 days, 17:36:42, time: 1.721, data_time: 0.002, memory: 9063, top1_acc: 0.3279, top5_acc: 0.5811, loss_cls: 3.1154, loss: 3.1154, grad_norm: 1.1632 2020-08-04 16:29:59,632 - mmaction - INFO - Epoch [54][400/940] lr: 3.592e-01, eta: 3 days, 17:37:31, time: 1.723, data_time: 0.006, memory: 9063, top1_acc: 0.3121, top5_acc: 0.5711, loss_cls: 3.1522, loss: 3.1522, grad_norm: 1.1546 2020-08-04 16:30:34,192 - mmaction - INFO - Epoch [54][420/940] lr: 3.592e-01, eta: 3 days, 17:38:14, time: 1.722, data_time: 0.002, memory: 9063, top1_acc: 0.3187, top5_acc: 0.5652, loss_cls: 3.1635, loss: 3.1635, grad_norm: 1.1394 2020-08-04 16:31:08,386 - mmaction - INFO - Epoch [54][440/940] lr: 3.592e-01, eta: 3 days, 17:38:20, time: 1.709, data_time: 0.008, memory: 9063, top1_acc: 0.3305, top5_acc: 0.5770, loss_cls: 3.1023, loss: 3.1023, grad_norm: 1.1442 2020-08-04 16:31:42,898 - mmaction - INFO - Epoch [54][460/940] lr: 3.592e-01, eta: 3 days, 17:39:25, time: 1.731, data_time: 0.008, memory: 9063, top1_acc: 0.3115, top5_acc: 0.5635, loss_cls: 3.1586, loss: 3.1586, grad_norm: 1.1560 2020-08-04 16:32:15,786 - mmaction - INFO - Epoch [54][480/940] lr: 3.592e-01, eta: 3 days, 17:36:34, time: 1.644, data_time: 0.006, memory: 9063, top1_acc: 0.3178, top5_acc: 0.5740, loss_cls: 3.1297, loss: 3.1297, grad_norm: 1.1553 2020-08-04 16:32:49,915 - mmaction - INFO - Epoch [54][500/940] lr: 3.592e-01, eta: 3 days, 17:36:32, time: 1.707, data_time: 0.003, memory: 9063, top1_acc: 0.3205, top5_acc: 0.5775, loss_cls: 3.1123, loss: 3.1123, grad_norm: 1.1554 2020-08-04 16:33:25,649 - mmaction - INFO - Epoch [54][520/940] lr: 3.592e-01, eta: 3 days, 17:39:57, time: 1.786, data_time: 0.002, memory: 9063, top1_acc: 0.3137, top5_acc: 0.5602, loss_cls: 3.1704, loss: 3.1704, grad_norm: 1.1457 2020-08-04 16:34:00,682 - mmaction - INFO - Epoch [54][540/940] lr: 3.592e-01, eta: 3 days, 17:41:45, time: 1.752, data_time: 0.002, memory: 9063, top1_acc: 0.3170, top5_acc: 0.5723, loss_cls: 3.1162, loss: 3.1162, grad_norm: 1.1600 2020-08-04 16:34:34,399 - mmaction - INFO - Epoch [54][560/940] lr: 3.592e-01, eta: 3 days, 17:40:35, time: 1.683, data_time: 0.005, memory: 9063, top1_acc: 0.3178, top5_acc: 0.5730, loss_cls: 3.1606, loss: 3.1606, grad_norm: 1.1569 2020-08-04 16:35:06,646 - mmaction - INFO - Epoch [54][580/940] lr: 3.592e-01, eta: 3 days, 17:36:37, time: 1.615, data_time: 0.006, memory: 9063, top1_acc: 0.3291, top5_acc: 0.5758, loss_cls: 3.0932, loss: 3.0932, grad_norm: 1.1434 2020-08-04 16:35:39,576 - mmaction - INFO - Epoch [54][600/940] lr: 3.592e-01, eta: 3 days, 17:33:51, time: 1.642, data_time: 0.002, memory: 9063, top1_acc: 0.3059, top5_acc: 0.5588, loss_cls: 3.1755, loss: 3.1755, grad_norm: 1.1534 2020-08-04 16:36:13,038 - mmaction - INFO - Epoch [54][620/940] lr: 3.592e-01, eta: 3 days, 17:32:35, time: 1.678, data_time: 0.007, memory: 9063, top1_acc: 0.3146, top5_acc: 0.5635, loss_cls: 3.1519, loss: 3.1519, grad_norm: 1.1522 2020-08-04 16:36:47,776 - mmaction - INFO - Epoch [54][640/940] lr: 3.592e-01, eta: 3 days, 17:33:42, time: 1.737, data_time: 0.004, memory: 9063, top1_acc: 0.3152, top5_acc: 0.5578, loss_cls: 3.1824, loss: 3.1824, grad_norm: 1.1576 2020-08-04 16:37:22,217 - mmaction - INFO - Epoch [54][660/940] lr: 3.592e-01, eta: 3 days, 17:34:11, time: 1.722, data_time: 0.002, memory: 9063, top1_acc: 0.3289, top5_acc: 0.5822, loss_cls: 3.0932, loss: 3.0932, grad_norm: 1.1392 2020-08-04 16:38:07,906 - mmaction - INFO - Epoch [54][680/940] lr: 3.592e-01, eta: 3 days, 17:56:40, time: 2.285, data_time: 0.002, memory: 9063, top1_acc: 0.3187, top5_acc: 0.5740, loss_cls: 3.1168, loss: 3.1168, grad_norm: 1.1702 2020-08-04 16:38:39,229 - mmaction - INFO - Epoch [54][700/940] lr: 3.592e-01, eta: 3 days, 17:50:38, time: 1.562, data_time: 0.005, memory: 9063, top1_acc: 0.3129, top5_acc: 0.5729, loss_cls: 3.1422, loss: 3.1422, grad_norm: 1.1424 2020-08-04 16:39:13,083 - mmaction - INFO - Epoch [54][720/940] lr: 3.592e-01, eta: 3 days, 17:49:52, time: 1.696, data_time: 0.006, memory: 9063, top1_acc: 0.3119, top5_acc: 0.5639, loss_cls: 3.1818, loss: 3.1818, grad_norm: 1.1526 2020-08-04 16:39:48,076 - mmaction - INFO - Epoch [54][740/940] lr: 3.592e-01, eta: 3 days, 17:51:09, time: 1.750, data_time: 0.004, memory: 9063, top1_acc: 0.3104, top5_acc: 0.5701, loss_cls: 3.1469, loss: 3.1469, grad_norm: 1.1606 2020-08-04 16:40:20,631 - mmaction - INFO - Epoch [54][760/940] lr: 3.592e-01, eta: 3 days, 17:47:50, time: 1.628, data_time: 0.006, memory: 9063, top1_acc: 0.3275, top5_acc: 0.5791, loss_cls: 3.0972, loss: 3.0972, grad_norm: 1.1430 2020-08-04 16:40:54,799 - mmaction - INFO - Epoch [54][780/940] lr: 3.592e-01, eta: 3 days, 17:47:33, time: 1.709, data_time: 0.003, memory: 9063, top1_acc: 0.3100, top5_acc: 0.5732, loss_cls: 3.1436, loss: 3.1436, grad_norm: 1.1648 2020-08-04 16:41:30,298 - mmaction - INFO - Epoch [54][800/940] lr: 3.592e-01, eta: 3 days, 17:49:41, time: 1.775, data_time: 0.004, memory: 9063, top1_acc: 0.3209, top5_acc: 0.5689, loss_cls: 3.1393, loss: 3.1393, grad_norm: 1.1689 2020-08-04 16:42:04,215 - mmaction - INFO - Epoch [54][820/940] lr: 3.592e-01, eta: 3 days, 17:48:54, time: 1.696, data_time: 0.005, memory: 9063, top1_acc: 0.3162, top5_acc: 0.5795, loss_cls: 3.1153, loss: 3.1153, grad_norm: 1.1570 2020-08-04 16:42:38,276 - mmaction - INFO - Epoch [54][840/940] lr: 3.592e-01, eta: 3 days, 17:48:23, time: 1.703, data_time: 0.002, memory: 9063, top1_acc: 0.3189, top5_acc: 0.5783, loss_cls: 3.0946, loss: 3.0946, grad_norm: 1.1392 2020-08-04 16:43:10,582 - mmaction - INFO - Epoch [54][860/940] lr: 3.592e-01, eta: 3 days, 17:44:45, time: 1.615, data_time: 0.008, memory: 9063, top1_acc: 0.3195, top5_acc: 0.5652, loss_cls: 3.1798, loss: 3.1798, grad_norm: 1.1618 2020-08-04 16:43:43,178 - mmaction - INFO - Epoch [54][880/940] lr: 3.592e-01, eta: 3 days, 17:41:43, time: 1.630, data_time: 0.006, memory: 9063, top1_acc: 0.3199, top5_acc: 0.5662, loss_cls: 3.1461, loss: 3.1461, grad_norm: 1.1449 2020-08-04 16:44:48,545 - mmaction - INFO - Epoch [54][900/940] lr: 3.592e-01, eta: 3 days, 18:34:58, time: 3.264, data_time: 0.005, memory: 9063, top1_acc: 0.3158, top5_acc: 0.5730, loss_cls: 3.1277, loss: 3.1277, grad_norm: 1.1677 2020-08-04 16:45:22,509 - mmaction - INFO - Epoch [54][920/940] lr: 3.592e-01, eta: 3 days, 18:33:56, time: 1.704, data_time: 0.007, memory: 9063, top1_acc: 0.3119, top5_acc: 0.5715, loss_cls: 3.1710, loss: 3.1710, grad_norm: 1.1637 2020-08-04 16:46:55,224 - mmaction - INFO - Epoch [54][940/940] lr: 3.592e-01, eta: 3 days, 20:11:36, time: 4.635, data_time: 0.004, memory: 9063, top1_acc: 0.3162, top5_acc: 0.5680, loss_cls: 3.1455, loss: 3.1455, grad_norm: 1.1456 2020-08-04 16:47:43,949 - mmaction - INFO - Epoch [55][20/940] lr: 3.577e-01, eta: 3 days, 20:33:25, time: 2.420, data_time: 0.444, memory: 9063, top1_acc: 0.3217, top5_acc: 0.5719, loss_cls: 3.1428, loss: 3.1428, grad_norm: 1.1445 2020-08-04 16:48:11,208 - mmaction - INFO - Epoch [55][40/940] lr: 3.577e-01, eta: 3 days, 20:19:56, time: 1.363, data_time: 0.006, memory: 9063, top1_acc: 0.3264, top5_acc: 0.5740, loss_cls: 3.0925, loss: 3.0925, grad_norm: 1.1596 2020-08-04 16:48:40,395 - mmaction - INFO - Epoch [55][60/940] lr: 3.577e-01, eta: 3 days, 20:09:52, time: 1.460, data_time: 0.002, memory: 9063, top1_acc: 0.3301, top5_acc: 0.5889, loss_cls: 3.0720, loss: 3.0720, grad_norm: 1.1618 2020-08-04 16:49:14,043 - mmaction - INFO - Epoch [55][80/940] lr: 3.577e-01, eta: 3 days, 20:07:09, time: 1.682, data_time: 0.005, memory: 9063, top1_acc: 0.3229, top5_acc: 0.5699, loss_cls: 3.1342, loss: 3.1342, grad_norm: 1.1772 2020-08-04 16:49:48,428 - mmaction - INFO - Epoch [55][100/940] lr: 3.577e-01, eta: 3 days, 20:05:40, time: 1.719, data_time: 0.005, memory: 9063, top1_acc: 0.3207, top5_acc: 0.5791, loss_cls: 3.1099, loss: 3.1099, grad_norm: 1.1525 2020-08-04 16:50:22,231 - mmaction - INFO - Epoch [55][120/940] lr: 3.577e-01, eta: 3 days, 20:03:16, time: 1.690, data_time: 0.003, memory: 9063, top1_acc: 0.3258, top5_acc: 0.5867, loss_cls: 3.0877, loss: 3.0877, grad_norm: 1.1512 2020-08-04 16:50:55,711 - mmaction - INFO - Epoch [55][140/940] lr: 3.577e-01, eta: 3 days, 20:00:26, time: 1.675, data_time: 0.005, memory: 9063, top1_acc: 0.3129, top5_acc: 0.5725, loss_cls: 3.1548, loss: 3.1548, grad_norm: 1.1695 2020-08-04 16:51:29,938 - mmaction - INFO - Epoch [55][160/940] lr: 3.577e-01, eta: 3 days, 19:58:41, time: 1.708, data_time: 0.008, memory: 9063, top1_acc: 0.3193, top5_acc: 0.5635, loss_cls: 3.1170, loss: 3.1170, grad_norm: 1.1388 2020-08-04 16:52:05,850 - mmaction - INFO - Epoch [55][180/940] lr: 3.577e-01, eta: 3 days, 19:59:45, time: 1.799, data_time: 0.005, memory: 9063, top1_acc: 0.3197, top5_acc: 0.5803, loss_cls: 3.1291, loss: 3.1291, grad_norm: 1.1516 2020-08-04 16:52:39,378 - mmaction - INFO - Epoch [55][200/940] lr: 3.577e-01, eta: 3 days, 19:57:03, time: 1.676, data_time: 0.006, memory: 9063, top1_acc: 0.3146, top5_acc: 0.5664, loss_cls: 3.1276, loss: 3.1276, grad_norm: 1.1592 2020-08-04 16:53:15,148 - mmaction - INFO - Epoch [55][220/940] lr: 3.577e-01, eta: 3 days, 19:57:38, time: 1.784, data_time: 0.004, memory: 9063, top1_acc: 0.3156, top5_acc: 0.5646, loss_cls: 3.1692, loss: 3.1692, grad_norm: 1.1218 2020-08-04 16:53:48,745 - mmaction - INFO - Epoch [55][240/940] lr: 3.577e-01, eta: 3 days, 19:55:16, time: 1.686, data_time: 0.007, memory: 9063, top1_acc: 0.3271, top5_acc: 0.5855, loss_cls: 3.0535, loss: 3.0535, grad_norm: 1.1496 2020-08-04 16:54:20,895 - mmaction - INFO - Epoch [55][260/940] lr: 3.577e-01, eta: 3 days, 19:50:34, time: 1.605, data_time: 0.002, memory: 9063, top1_acc: 0.3156, top5_acc: 0.5760, loss_cls: 3.1264, loss: 3.1264, grad_norm: 1.1534 2020-08-04 16:54:54,544 - mmaction - INFO - Epoch [55][280/940] lr: 3.577e-01, eta: 3 days, 19:48:13, time: 1.684, data_time: 0.007, memory: 9063, top1_acc: 0.3297, top5_acc: 0.5734, loss_cls: 3.1140, loss: 3.1140, grad_norm: 1.1551 2020-08-04 16:55:28,706 - mmaction - INFO - Epoch [55][300/940] lr: 3.577e-01, eta: 3 days, 19:46:33, time: 1.706, data_time: 0.002, memory: 9063, top1_acc: 0.3174, top5_acc: 0.5826, loss_cls: 3.1114, loss: 3.1114, grad_norm: 1.1700 2020-08-04 16:56:02,417 - mmaction - INFO - Epoch [55][320/940] lr: 3.577e-01, eta: 3 days, 19:44:24, time: 1.688, data_time: 0.005, memory: 9063, top1_acc: 0.3152, top5_acc: 0.5646, loss_cls: 3.1651, loss: 3.1651, grad_norm: 1.1651 2020-08-04 16:56:36,820 - mmaction - INFO - Epoch [55][340/940] lr: 3.577e-01, eta: 3 days, 19:43:11, time: 1.720, data_time: 0.005, memory: 9063, top1_acc: 0.3139, top5_acc: 0.5686, loss_cls: 3.1450, loss: 3.1450, grad_norm: 1.1606 2020-08-04 16:57:08,576 - mmaction - INFO - Epoch [55][360/940] lr: 3.577e-01, eta: 3 days, 19:38:17, time: 1.589, data_time: 0.002, memory: 9063, top1_acc: 0.3166, top5_acc: 0.5717, loss_cls: 3.1307, loss: 3.1307, grad_norm: 1.1638 2020-08-04 16:57:42,178 - mmaction - INFO - Epoch [55][380/940] lr: 3.577e-01, eta: 3 days, 19:35:59, time: 1.679, data_time: 0.008, memory: 9063, top1_acc: 0.3195, top5_acc: 0.5865, loss_cls: 3.0830, loss: 3.0830, grad_norm: 1.1475 2020-08-04 16:58:16,120 - mmaction - INFO - Epoch [55][400/940] lr: 3.577e-01, eta: 3 days, 19:34:13, time: 1.697, data_time: 0.002, memory: 9063, top1_acc: 0.3209, top5_acc: 0.5701, loss_cls: 3.1413, loss: 3.1413, grad_norm: 1.1626 2020-08-04 16:58:52,032 - mmaction - INFO - Epoch [55][420/940] lr: 3.577e-01, eta: 3 days, 19:35:03, time: 1.791, data_time: 0.005, memory: 9063, top1_acc: 0.3107, top5_acc: 0.5557, loss_cls: 3.1930, loss: 3.1930, grad_norm: 1.1527 2020-08-04 16:59:26,126 - mmaction - INFO - Epoch [55][440/940] lr: 3.577e-01, eta: 3 days, 19:33:37, time: 1.709, data_time: 0.007, memory: 9063, top1_acc: 0.3191, top5_acc: 0.5699, loss_cls: 3.1183, loss: 3.1183, grad_norm: 1.1563 2020-08-04 17:00:00,623 - mmaction - INFO - Epoch [55][460/940] lr: 3.577e-01, eta: 3 days, 19:32:38, time: 1.725, data_time: 0.008, memory: 9063, top1_acc: 0.3207, top5_acc: 0.5750, loss_cls: 3.1254, loss: 3.1254, grad_norm: 1.1754 2020-08-04 17:00:37,026 - mmaction - INFO - Epoch [55][480/940] lr: 3.577e-01, eta: 3 days, 19:34:00, time: 1.812, data_time: 0.002, memory: 9063, top1_acc: 0.3299, top5_acc: 0.5934, loss_cls: 3.0533, loss: 3.0533, grad_norm: 1.1544 2020-08-04 17:01:11,799 - mmaction - INFO - Epoch [55][500/940] lr: 3.577e-01, eta: 3 days, 19:33:34, time: 1.746, data_time: 0.019, memory: 9063, top1_acc: 0.3301, top5_acc: 0.5799, loss_cls: 3.0932, loss: 3.0932, grad_norm: 1.1745 2020-08-04 17:01:45,263 - mmaction - INFO - Epoch [55][520/940] lr: 3.577e-01, eta: 3 days, 19:31:14, time: 1.674, data_time: 0.005, memory: 9063, top1_acc: 0.3234, top5_acc: 0.5793, loss_cls: 3.1245, loss: 3.1245, grad_norm: 1.1624 2020-08-04 17:02:19,416 - mmaction - INFO - Epoch [55][540/940] lr: 3.577e-01, eta: 3 days, 19:29:47, time: 1.707, data_time: 0.004, memory: 9063, top1_acc: 0.3107, top5_acc: 0.5633, loss_cls: 3.1771, loss: 3.1771, grad_norm: 1.1508 2020-08-04 17:02:54,276 - mmaction - INFO - Epoch [55][560/940] lr: 3.577e-01, eta: 3 days, 19:29:18, time: 1.743, data_time: 0.004, memory: 9063, top1_acc: 0.3252, top5_acc: 0.5707, loss_cls: 3.1561, loss: 3.1561, grad_norm: 1.1387 2020-08-04 17:03:27,569 - mmaction - INFO - Epoch [55][580/940] lr: 3.577e-01, eta: 3 days, 19:26:48, time: 1.664, data_time: 0.005, memory: 9063, top1_acc: 0.3326, top5_acc: 0.5844, loss_cls: 3.0716, loss: 3.0716, grad_norm: 1.1307 2020-08-04 17:04:02,242 - mmaction - INFO - Epoch [55][600/940] lr: 3.577e-01, eta: 3 days, 19:26:05, time: 1.734, data_time: 0.002, memory: 9063, top1_acc: 0.3164, top5_acc: 0.5645, loss_cls: 3.1402, loss: 3.1402, grad_norm: 1.1780 2020-08-04 17:04:36,559 - mmaction - INFO - Epoch [55][620/940] lr: 3.577e-01, eta: 3 days, 19:24:54, time: 1.715, data_time: 0.009, memory: 9063, top1_acc: 0.3150, top5_acc: 0.5709, loss_cls: 3.1361, loss: 3.1361, grad_norm: 1.1282 2020-08-04 17:05:11,830 - mmaction - INFO - Epoch [55][640/940] lr: 3.577e-01, eta: 3 days, 19:24:47, time: 1.757, data_time: 0.003, memory: 9063, top1_acc: 0.3164, top5_acc: 0.5666, loss_cls: 3.1510, loss: 3.1510, grad_norm: 1.1585 2020-08-04 17:05:45,139 - mmaction - INFO - Epoch [55][660/940] lr: 3.577e-01, eta: 3 days, 19:22:33, time: 1.672, data_time: 0.009, memory: 9063, top1_acc: 0.3117, top5_acc: 0.5635, loss_cls: 3.1981, loss: 3.1981, grad_norm: 1.1428 2020-08-04 17:06:19,344 - mmaction - INFO - Epoch [55][680/940] lr: 3.577e-01, eta: 3 days, 19:21:17, time: 1.710, data_time: 0.005, memory: 9063, top1_acc: 0.3285, top5_acc: 0.5734, loss_cls: 3.1160, loss: 3.1160, grad_norm: 1.1640 2020-08-04 17:06:53,526 - mmaction - INFO - Epoch [55][700/940] lr: 3.577e-01, eta: 3 days, 19:19:59, time: 1.709, data_time: 0.002, memory: 9063, top1_acc: 0.3213, top5_acc: 0.5766, loss_cls: 3.1358, loss: 3.1358, grad_norm: 1.1588 2020-08-04 17:07:26,714 - mmaction - INFO - Epoch [55][720/940] lr: 3.577e-01, eta: 3 days, 19:17:30, time: 1.660, data_time: 0.005, memory: 9063, top1_acc: 0.3105, top5_acc: 0.5621, loss_cls: 3.1760, loss: 3.1760, grad_norm: 1.1755 2020-08-04 17:08:01,406 - mmaction - INFO - Epoch [55][740/940] lr: 3.577e-01, eta: 3 days, 19:16:51, time: 1.734, data_time: 0.002, memory: 9063, top1_acc: 0.3154, top5_acc: 0.5652, loss_cls: 3.1623, loss: 3.1623, grad_norm: 1.1416 2020-08-04 17:08:35,062 - mmaction - INFO - Epoch [55][760/940] lr: 3.577e-01, eta: 3 days, 19:14:57, time: 1.682, data_time: 0.002, memory: 9063, top1_acc: 0.3168, top5_acc: 0.5654, loss_cls: 3.1692, loss: 3.1692, grad_norm: 1.1646 2020-08-04 17:09:08,324 - mmaction - INFO - Epoch [55][780/940] lr: 3.577e-01, eta: 3 days, 19:12:37, time: 1.663, data_time: 0.006, memory: 9063, top1_acc: 0.3211, top5_acc: 0.5750, loss_cls: 3.1355, loss: 3.1355, grad_norm: 1.1199 2020-08-04 17:09:43,162 - mmaction - INFO - Epoch [55][800/940] lr: 3.577e-01, eta: 3 days, 19:12:11, time: 1.742, data_time: 0.003, memory: 9063, top1_acc: 0.3152, top5_acc: 0.5699, loss_cls: 3.1346, loss: 3.1346, grad_norm: 1.1690 2020-08-04 17:10:16,821 - mmaction - INFO - Epoch [55][820/940] lr: 3.577e-01, eta: 3 days, 19:10:21, time: 1.683, data_time: 0.002, memory: 9063, top1_acc: 0.3293, top5_acc: 0.5758, loss_cls: 3.0961, loss: 3.0961, grad_norm: 1.1386 2020-08-04 17:10:50,053 - mmaction - INFO - Epoch [55][840/940] lr: 3.577e-01, eta: 3 days, 19:08:03, time: 1.661, data_time: 0.002, memory: 9063, top1_acc: 0.3166, top5_acc: 0.5695, loss_cls: 3.1492, loss: 3.1492, grad_norm: 1.1704 2020-08-04 17:11:24,310 - mmaction - INFO - Epoch [55][860/940] lr: 3.577e-01, eta: 3 days, 19:06:56, time: 1.713, data_time: 0.002, memory: 9063, top1_acc: 0.3184, top5_acc: 0.5756, loss_cls: 3.1182, loss: 3.1182, grad_norm: 1.1666 2020-08-04 17:11:59,914 - mmaction - INFO - Epoch [55][880/940] lr: 3.577e-01, eta: 3 days, 19:07:23, time: 1.780, data_time: 0.005, memory: 9063, top1_acc: 0.3035, top5_acc: 0.5596, loss_cls: 3.2143, loss: 3.2143, grad_norm: 1.1557 2020-08-04 17:12:34,471 - mmaction - INFO - Epoch [55][900/940] lr: 3.577e-01, eta: 3 days, 19:06:38, time: 1.728, data_time: 0.005, memory: 9063, top1_acc: 0.3199, top5_acc: 0.5660, loss_cls: 3.1685, loss: 3.1685, grad_norm: 1.1446 2020-08-04 17:13:08,652 - mmaction - INFO - Epoch [55][920/940] lr: 3.577e-01, eta: 3 days, 19:05:28, time: 1.709, data_time: 0.002, memory: 9063, top1_acc: 0.3207, top5_acc: 0.5773, loss_cls: 3.0952, loss: 3.0952, grad_norm: 1.1483 2020-08-04 17:13:41,915 - mmaction - INFO - Epoch [55][940/940] lr: 3.577e-01, eta: 3 days, 19:03:16, time: 1.663, data_time: 0.005, memory: 9063, top1_acc: 0.3273, top5_acc: 0.5844, loss_cls: 3.0852, loss: 3.0852, grad_norm: 1.1739 2020-08-04 17:15:32,711 - mmaction - INFO - Epoch [56][20/940] lr: 3.561e-01, eta: 3 days, 20:26:32, time: 5.516, data_time: 0.624, memory: 9063, top1_acc: 0.3240, top5_acc: 0.5666, loss_cls: 3.1565, loss: 3.1565, grad_norm: 1.1569 2020-08-04 17:15:59,924 - mmaction - INFO - Epoch [56][40/940] lr: 3.561e-01, eta: 3 days, 20:17:11, time: 1.363, data_time: 0.007, memory: 9063, top1_acc: 0.3219, top5_acc: 0.5791, loss_cls: 3.0880, loss: 3.0880, grad_norm: 1.1735 2020-08-04 17:16:31,487 - mmaction - INFO - Epoch [56][60/940] lr: 3.561e-01, eta: 3 days, 20:12:36, time: 1.577, data_time: 0.005, memory: 9063, top1_acc: 0.3326, top5_acc: 0.5822, loss_cls: 3.0666, loss: 3.0666, grad_norm: 1.1625 2020-08-04 17:17:05,419 - mmaction - INFO - Epoch [56][80/940] lr: 3.561e-01, eta: 3 days, 20:10:44, time: 1.698, data_time: 0.007, memory: 9063, top1_acc: 0.3264, top5_acc: 0.5850, loss_cls: 3.0670, loss: 3.0670, grad_norm: 1.1492 2020-08-04 17:17:38,613 - mmaction - INFO - Epoch [56][100/940] lr: 3.561e-01, eta: 3 days, 20:08:03, time: 1.660, data_time: 0.004, memory: 9063, top1_acc: 0.3250, top5_acc: 0.5686, loss_cls: 3.1150, loss: 3.1150, grad_norm: 1.1619 2020-08-04 17:18:12,019 - mmaction - INFO - Epoch [56][120/940] lr: 3.561e-01, eta: 3 days, 20:05:37, time: 1.670, data_time: 0.005, memory: 9063, top1_acc: 0.3162, top5_acc: 0.5723, loss_cls: 3.1421, loss: 3.1421, grad_norm: 1.1607 2020-08-04 17:18:45,958 - mmaction - INFO - Epoch [56][140/940] lr: 3.561e-01, eta: 3 days, 20:03:47, time: 1.697, data_time: 0.003, memory: 9063, top1_acc: 0.3248, top5_acc: 0.5754, loss_cls: 3.1269, loss: 3.1269, grad_norm: 1.1632 2020-08-04 17:19:20,659 - mmaction - INFO - Epoch [56][160/940] lr: 3.561e-01, eta: 3 days, 20:02:41, time: 1.731, data_time: 0.005, memory: 9063, top1_acc: 0.3211, top5_acc: 0.5822, loss_cls: 3.1176, loss: 3.1176, grad_norm: 1.1606 2020-08-04 17:19:55,323 - mmaction - INFO - Epoch [56][180/940] lr: 3.561e-01, eta: 3 days, 20:01:43, time: 1.737, data_time: 0.006, memory: 9063, top1_acc: 0.3197, top5_acc: 0.5762, loss_cls: 3.0796, loss: 3.0796, grad_norm: 1.1704 2020-08-04 17:20:30,964 - mmaction - INFO - Epoch [56][200/940] lr: 3.561e-01, eta: 3 days, 20:01:35, time: 1.777, data_time: 0.009, memory: 9063, top1_acc: 0.3002, top5_acc: 0.5697, loss_cls: 3.1950, loss: 3.1950, grad_norm: 1.1593 2020-08-04 17:21:04,246 - mmaction - INFO - Epoch [56][220/940] lr: 3.561e-01, eta: 3 days, 19:59:11, time: 1.667, data_time: 0.007, memory: 9063, top1_acc: 0.3260, top5_acc: 0.5801, loss_cls: 3.1016, loss: 3.1016, grad_norm: 1.1599 2020-08-04 17:21:37,462 - mmaction - INFO - Epoch [56][240/940] lr: 3.561e-01, eta: 3 days, 19:56:42, time: 1.663, data_time: 0.006, memory: 9063, top1_acc: 0.3213, top5_acc: 0.5684, loss_cls: 3.1309, loss: 3.1309, grad_norm: 1.1771 2020-08-04 17:22:11,573 - mmaction - INFO - Epoch [56][260/940] lr: 3.561e-01, eta: 3 days, 19:55:08, time: 1.706, data_time: 0.005, memory: 9063, top1_acc: 0.3316, top5_acc: 0.5863, loss_cls: 3.0770, loss: 3.0770, grad_norm: 1.1516 2020-08-04 17:22:46,001 - mmaction - INFO - Epoch [56][280/940] lr: 3.561e-01, eta: 3 days, 19:53:53, time: 1.721, data_time: 0.002, memory: 9063, top1_acc: 0.3279, top5_acc: 0.5732, loss_cls: 3.1196, loss: 3.1196, grad_norm: 1.1682 2020-08-04 17:23:21,217 - mmaction - INFO - Epoch [56][300/940] lr: 3.561e-01, eta: 3 days, 19:53:27, time: 1.761, data_time: 0.002, memory: 9063, top1_acc: 0.3273, top5_acc: 0.5758, loss_cls: 3.0967, loss: 3.0967, grad_norm: 1.1518 2020-08-04 17:23:55,348 - mmaction - INFO - Epoch [56][320/940] lr: 3.561e-01, eta: 3 days, 19:51:56, time: 1.707, data_time: 0.004, memory: 9063, top1_acc: 0.3303, top5_acc: 0.5865, loss_cls: 3.0648, loss: 3.0648, grad_norm: 1.1819 2020-08-04 17:24:29,241 - mmaction - INFO - Epoch [56][340/940] lr: 3.561e-01, eta: 3 days, 19:50:10, time: 1.694, data_time: 0.004, memory: 9063, top1_acc: 0.3264, top5_acc: 0.5709, loss_cls: 3.1326, loss: 3.1326, grad_norm: 1.1856 2020-08-04 17:25:03,433 - mmaction - INFO - Epoch [56][360/940] lr: 3.561e-01, eta: 3 days, 19:48:43, time: 1.708, data_time: 0.007, memory: 9063, top1_acc: 0.3141, top5_acc: 0.5607, loss_cls: 3.1622, loss: 3.1622, grad_norm: 1.1611 2020-08-04 17:25:36,168 - mmaction - INFO - Epoch [56][380/940] lr: 3.561e-01, eta: 3 days, 19:45:52, time: 1.637, data_time: 0.005, memory: 9063, top1_acc: 0.3123, top5_acc: 0.5605, loss_cls: 3.1845, loss: 3.1845, grad_norm: 1.1571 2020-08-04 17:26:10,465 - mmaction - INFO - Epoch [56][400/940] lr: 3.561e-01, eta: 3 days, 19:44:33, time: 1.715, data_time: 0.008, memory: 9063, top1_acc: 0.3178, top5_acc: 0.5670, loss_cls: 3.1499, loss: 3.1499, grad_norm: 1.1717 2020-08-04 17:26:44,376 - mmaction - INFO - Epoch [56][420/940] lr: 3.561e-01, eta: 3 days, 19:42:52, time: 1.695, data_time: 0.003, memory: 9063, top1_acc: 0.3234, top5_acc: 0.5713, loss_cls: 3.1584, loss: 3.1584, grad_norm: 1.1435 2020-08-04 17:27:19,915 - mmaction - INFO - Epoch [56][440/940] lr: 3.561e-01, eta: 3 days, 19:42:48, time: 1.778, data_time: 0.005, memory: 9063, top1_acc: 0.3232, top5_acc: 0.5701, loss_cls: 3.1469, loss: 3.1469, grad_norm: 1.1845 2020-08-04 17:27:53,684 - mmaction - INFO - Epoch [56][460/940] lr: 3.561e-01, eta: 3 days, 19:40:59, time: 1.687, data_time: 0.002, memory: 9063, top1_acc: 0.3178, top5_acc: 0.5668, loss_cls: 3.1499, loss: 3.1499, grad_norm: 1.1479 2020-08-04 17:28:28,409 - mmaction - INFO - Epoch [56][480/940] lr: 3.561e-01, eta: 3 days, 19:40:07, time: 1.737, data_time: 0.003, memory: 9063, top1_acc: 0.3232, top5_acc: 0.5650, loss_cls: 3.1566, loss: 3.1566, grad_norm: 1.1550 2020-08-04 17:29:01,885 - mmaction - INFO - Epoch [56][500/940] lr: 3.561e-01, eta: 3 days, 19:38:06, time: 1.675, data_time: 0.003, memory: 9063, top1_acc: 0.3260, top5_acc: 0.5811, loss_cls: 3.1055, loss: 3.1055, grad_norm: 1.1757 2020-08-04 17:29:36,455 - mmaction - INFO - Epoch [56][520/940] lr: 3.561e-01, eta: 3 days, 19:37:05, time: 1.728, data_time: 0.002, memory: 9063, top1_acc: 0.3182, top5_acc: 0.5660, loss_cls: 3.1605, loss: 3.1605, grad_norm: 1.1686 2020-08-04 17:30:11,375 - mmaction - INFO - Epoch [56][540/940] lr: 3.561e-01, eta: 3 days, 19:36:24, time: 1.746, data_time: 0.002, memory: 9063, top1_acc: 0.3270, top5_acc: 0.5793, loss_cls: 3.0902, loss: 3.0902, grad_norm: 1.1370 2020-08-04 17:30:44,946 - mmaction - INFO - Epoch [56][560/940] lr: 3.561e-01, eta: 3 days, 19:34:29, time: 1.679, data_time: 0.003, memory: 9063, top1_acc: 0.3227, top5_acc: 0.5656, loss_cls: 3.1187, loss: 3.1187, grad_norm: 1.1889 2020-08-04 17:31:19,400 - mmaction - INFO - Epoch [56][580/940] lr: 3.561e-01, eta: 3 days, 19:33:24, time: 1.723, data_time: 0.008, memory: 9063, top1_acc: 0.3152, top5_acc: 0.5682, loss_cls: 3.1538, loss: 3.1538, grad_norm: 1.1296 2020-08-04 17:31:54,472 - mmaction - INFO - Epoch [56][600/940] lr: 3.561e-01, eta: 3 days, 19:32:53, time: 1.753, data_time: 0.003, memory: 9063, top1_acc: 0.3336, top5_acc: 0.5934, loss_cls: 3.0474, loss: 3.0474, grad_norm: 1.1650 2020-08-04 17:32:28,953 - mmaction - INFO - Epoch [56][620/940] lr: 3.561e-01, eta: 3 days, 19:31:48, time: 1.723, data_time: 0.003, memory: 9063, top1_acc: 0.3279, top5_acc: 0.5779, loss_cls: 3.0941, loss: 3.0941, grad_norm: 1.1595 2020-08-04 17:33:03,707 - mmaction - INFO - Epoch [56][640/940] lr: 3.561e-01, eta: 3 days, 19:31:02, time: 1.739, data_time: 0.006, memory: 9063, top1_acc: 0.3215, top5_acc: 0.5674, loss_cls: 3.1703, loss: 3.1703, grad_norm: 1.1449 2020-08-04 17:33:36,815 - mmaction - INFO - Epoch [56][660/940] lr: 3.561e-01, eta: 3 days, 19:28:46, time: 1.656, data_time: 0.005, memory: 9063, top1_acc: 0.3326, top5_acc: 0.5766, loss_cls: 3.1036, loss: 3.1036, grad_norm: 1.1488 2020-08-04 17:34:13,180 - mmaction - INFO - Epoch [56][680/940] lr: 3.561e-01, eta: 3 days, 19:29:24, time: 1.817, data_time: 0.002, memory: 9063, top1_acc: 0.3191, top5_acc: 0.5773, loss_cls: 3.1284, loss: 3.1284, grad_norm: 1.1507 2020-08-04 17:34:46,343 - mmaction - INFO - Epoch [56][700/940] lr: 3.561e-01, eta: 3 days, 19:27:11, time: 1.658, data_time: 0.006, memory: 9063, top1_acc: 0.3057, top5_acc: 0.5660, loss_cls: 3.1631, loss: 3.1631, grad_norm: 1.1539 2020-08-04 17:35:21,754 - mmaction - INFO - Epoch [56][720/940] lr: 3.561e-01, eta: 3 days, 19:26:59, time: 1.770, data_time: 0.004, memory: 9063, top1_acc: 0.3201, top5_acc: 0.5775, loss_cls: 3.1180, loss: 3.1180, grad_norm: 1.1535 2020-08-04 17:35:54,781 - mmaction - INFO - Epoch [56][740/940] lr: 3.561e-01, eta: 3 days, 19:24:41, time: 1.652, data_time: 0.006, memory: 9063, top1_acc: 0.3297, top5_acc: 0.5758, loss_cls: 3.0821, loss: 3.0821, grad_norm: 1.1799 2020-08-04 17:36:29,663 - mmaction - INFO - Epoch [56][760/940] lr: 3.561e-01, eta: 3 days, 19:24:01, time: 1.744, data_time: 0.005, memory: 9063, top1_acc: 0.3273, top5_acc: 0.5693, loss_cls: 3.1191, loss: 3.1191, grad_norm: 1.1737 2020-08-04 17:37:04,828 - mmaction - INFO - Epoch [56][780/940] lr: 3.561e-01, eta: 3 days, 19:23:36, time: 1.758, data_time: 0.009, memory: 9063, top1_acc: 0.3195, top5_acc: 0.5750, loss_cls: 3.1190, loss: 3.1190, grad_norm: 1.1382 2020-08-04 17:37:38,359 - mmaction - INFO - Epoch [56][800/940] lr: 3.561e-01, eta: 3 days, 19:21:48, time: 1.678, data_time: 0.006, memory: 9063, top1_acc: 0.3090, top5_acc: 0.5611, loss_cls: 3.1596, loss: 3.1596, grad_norm: 1.1635 2020-08-04 17:38:14,019 - mmaction - INFO - Epoch [56][820/940] lr: 3.561e-01, eta: 3 days, 19:21:48, time: 1.782, data_time: 0.005, memory: 9063, top1_acc: 0.3352, top5_acc: 0.5898, loss_cls: 3.0479, loss: 3.0479, grad_norm: 1.1656 2020-08-04 17:38:48,622 - mmaction - INFO - Epoch [56][840/940] lr: 3.561e-01, eta: 3 days, 19:20:55, time: 1.731, data_time: 0.004, memory: 9063, top1_acc: 0.3148, top5_acc: 0.5637, loss_cls: 3.1282, loss: 3.1282, grad_norm: 1.1630 2020-08-04 17:39:23,668 - mmaction - INFO - Epoch [56][860/940] lr: 3.561e-01, eta: 3 days, 19:20:21, time: 1.749, data_time: 0.005, memory: 9063, top1_acc: 0.3230, top5_acc: 0.5703, loss_cls: 3.1243, loss: 3.1243, grad_norm: 1.1527 2020-08-04 17:39:56,957 - mmaction - INFO - Epoch [56][880/940] lr: 3.561e-01, eta: 3 days, 19:18:24, time: 1.668, data_time: 0.008, memory: 9063, top1_acc: 0.3203, top5_acc: 0.5865, loss_cls: 3.0870, loss: 3.0870, grad_norm: 1.1539 2020-08-04 17:40:32,432 - mmaction - INFO - Epoch [56][900/940] lr: 3.561e-01, eta: 3 days, 19:18:12, time: 1.771, data_time: 0.004, memory: 9063, top1_acc: 0.3031, top5_acc: 0.5676, loss_cls: 3.1403, loss: 3.1403, grad_norm: 1.1861 2020-08-04 17:41:06,279 - mmaction - INFO - Epoch [56][920/940] lr: 3.561e-01, eta: 3 days, 19:16:43, time: 1.694, data_time: 0.004, memory: 9063, top1_acc: 0.3283, top5_acc: 0.5789, loss_cls: 3.1203, loss: 3.1203, grad_norm: 1.1301 2020-08-04 17:41:37,399 - mmaction - INFO - Epoch [56][940/940] lr: 3.561e-01, eta: 3 days, 19:12:55, time: 1.555, data_time: 0.009, memory: 9063, top1_acc: 0.3155, top5_acc: 0.5726, loss_cls: 3.1133, loss: 3.1133, grad_norm: 1.1784 2020-08-04 17:41:37,601 - mmaction - INFO - Saving checkpoint at 56 epochs 2020-08-04 17:44:21,137 - mmaction - INFO - Epoch [57][20/940] lr: 3.546e-01, eta: 3 days, 20:57:10, time: 8.070, data_time: 0.343, memory: 9063, top1_acc: 0.3244, top5_acc: 0.5740, loss_cls: 3.1242, loss: 3.1242, grad_norm: 1.1693 2020-08-04 17:44:49,347 - mmaction - INFO - Epoch [57][40/940] lr: 3.546e-01, eta: 3 days, 20:50:34, time: 1.416, data_time: 0.009, memory: 9063, top1_acc: 0.3182, top5_acc: 0.5695, loss_cls: 3.1253, loss: 3.1253, grad_norm: 1.1606 2020-08-04 17:45:21,343 - mmaction - INFO - Epoch [57][60/940] lr: 3.546e-01, eta: 3 days, 20:46:58, time: 1.595, data_time: 0.009, memory: 9063, top1_acc: 0.3238, top5_acc: 0.5861, loss_cls: 3.0887, loss: 3.0887, grad_norm: 1.1498 2020-08-04 17:45:54,740 - mmaction - INFO - Epoch [57][80/940] lr: 3.546e-01, eta: 3 days, 20:44:43, time: 1.675, data_time: 0.008, memory: 9063, top1_acc: 0.3209, top5_acc: 0.5832, loss_cls: 3.0726, loss: 3.0726, grad_norm: 1.1666 2020-08-04 17:46:28,662 - mmaction - INFO - Epoch [57][100/940] lr: 3.546e-01, eta: 3 days, 20:42:44, time: 1.692, data_time: 0.003, memory: 9063, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 3.0541, loss: 3.0541, grad_norm: 1.1782 2020-08-04 17:47:02,775 - mmaction - INFO - Epoch [57][120/940] lr: 3.546e-01, eta: 3 days, 20:41:05, time: 1.710, data_time: 0.008, memory: 9063, top1_acc: 0.3334, top5_acc: 0.5795, loss_cls: 3.0804, loss: 3.0804, grad_norm: 1.1545 2020-08-04 17:47:37,194 - mmaction - INFO - Epoch [57][140/940] lr: 3.546e-01, eta: 3 days, 20:39:35, time: 1.720, data_time: 0.005, memory: 9063, top1_acc: 0.3080, top5_acc: 0.5738, loss_cls: 3.1394, loss: 3.1394, grad_norm: 1.1711 2020-08-04 17:48:12,019 - mmaction - INFO - Epoch [57][160/940] lr: 3.546e-01, eta: 3 days, 20:38:25, time: 1.740, data_time: 0.006, memory: 9063, top1_acc: 0.3289, top5_acc: 0.5830, loss_cls: 3.0695, loss: 3.0695, grad_norm: 1.1651 2020-08-04 17:48:46,031 - mmaction - INFO - Epoch [57][180/940] lr: 3.546e-01, eta: 3 days, 20:36:41, time: 1.703, data_time: 0.006, memory: 9063, top1_acc: 0.3211, top5_acc: 0.5838, loss_cls: 3.0991, loss: 3.0991, grad_norm: 1.1737 2020-08-04 17:49:22,470 - mmaction - INFO - Epoch [57][200/940] lr: 3.546e-01, eta: 3 days, 20:36:45, time: 1.817, data_time: 0.005, memory: 9063, top1_acc: 0.3279, top5_acc: 0.5707, loss_cls: 3.1210, loss: 3.1210, grad_norm: 1.1537 2020-08-04 17:49:56,073 - mmaction - INFO - Epoch [57][220/940] lr: 3.546e-01, eta: 3 days, 20:34:45, time: 1.686, data_time: 0.008, memory: 9063, top1_acc: 0.3115, top5_acc: 0.5543, loss_cls: 3.1979, loss: 3.1979, grad_norm: 1.1474 2020-08-04 17:50:30,337 - mmaction - INFO - Epoch [57][240/940] lr: 3.546e-01, eta: 3 days, 20:33:09, time: 1.711, data_time: 0.005, memory: 9063, top1_acc: 0.3248, top5_acc: 0.5781, loss_cls: 3.1061, loss: 3.1061, grad_norm: 1.1851 2020-08-04 17:51:04,979 - mmaction - INFO - Epoch [57][260/940] lr: 3.546e-01, eta: 3 days, 20:31:56, time: 1.734, data_time: 0.006, memory: 9063, top1_acc: 0.3201, top5_acc: 0.5818, loss_cls: 3.1252, loss: 3.1252, grad_norm: 1.1728 2020-08-04 17:51:38,935 - mmaction - INFO - Epoch [57][280/940] lr: 3.546e-01, eta: 3 days, 20:30:08, time: 1.696, data_time: 0.008, memory: 9063, top1_acc: 0.3295, top5_acc: 0.5697, loss_cls: 3.1054, loss: 3.1054, grad_norm: 1.1620 2020-08-04 17:52:14,334 - mmaction - INFO - Epoch [57][300/940] lr: 3.546e-01, eta: 3 days, 20:29:28, time: 1.770, data_time: 0.005, memory: 9063, top1_acc: 0.3141, top5_acc: 0.5760, loss_cls: 3.1366, loss: 3.1366, grad_norm: 1.1792 2020-08-04 17:52:49,099 - mmaction - INFO - Epoch [57][320/940] lr: 3.546e-01, eta: 3 days, 20:28:18, time: 1.736, data_time: 0.006, memory: 9063, top1_acc: 0.3070, top5_acc: 0.5670, loss_cls: 3.1634, loss: 3.1634, grad_norm: 1.1551 2020-08-04 17:53:23,680 - mmaction - INFO - Epoch [57][340/940] lr: 3.546e-01, eta: 3 days, 20:27:01, time: 1.729, data_time: 0.007, memory: 9063, top1_acc: 0.3205, top5_acc: 0.5709, loss_cls: 3.1324, loss: 3.1324, grad_norm: 1.1333 2020-08-04 17:53:58,418 - mmaction - INFO - Epoch [57][360/940] lr: 3.546e-01, eta: 3 days, 20:25:55, time: 1.739, data_time: 0.010, memory: 9063, top1_acc: 0.3281, top5_acc: 0.5791, loss_cls: 3.0935, loss: 3.0935, grad_norm: 1.1588 2020-08-04 17:54:32,123 - mmaction - INFO - Epoch [57][380/940] lr: 3.546e-01, eta: 3 days, 20:24:01, time: 1.687, data_time: 0.007, memory: 9063, top1_acc: 0.3262, top5_acc: 0.5848, loss_cls: 3.1063, loss: 3.1063, grad_norm: 1.1405 2020-08-04 17:55:06,831 - mmaction - INFO - Epoch [57][400/940] lr: 3.546e-01, eta: 3 days, 20:22:52, time: 1.736, data_time: 0.005, memory: 9063, top1_acc: 0.3314, top5_acc: 0.5816, loss_cls: 3.0557, loss: 3.0557, grad_norm: 1.1503 2020-08-04 17:55:41,382 - mmaction - INFO - Epoch [57][420/940] lr: 3.546e-01, eta: 3 days, 20:21:36, time: 1.727, data_time: 0.002, memory: 9063, top1_acc: 0.3320, top5_acc: 0.5816, loss_cls: 3.1009, loss: 3.1009, grad_norm: 1.1689 2020-08-04 17:56:16,445 - mmaction - INFO - Epoch [57][440/940] lr: 3.546e-01, eta: 3 days, 20:20:42, time: 1.752, data_time: 0.005, memory: 9063, top1_acc: 0.3168, top5_acc: 0.5711, loss_cls: 3.1246, loss: 3.1246, grad_norm: 1.1660 2020-08-04 17:56:51,534 - mmaction - INFO - Epoch [57][460/940] lr: 3.546e-01, eta: 3 days, 20:19:52, time: 1.756, data_time: 0.007, memory: 9063, top1_acc: 0.3377, top5_acc: 0.5758, loss_cls: 3.0790, loss: 3.0790, grad_norm: 1.1700 2020-08-04 17:57:26,425 - mmaction - INFO - Epoch [57][480/940] lr: 3.546e-01, eta: 3 days, 20:18:50, time: 1.742, data_time: 0.005, memory: 9063, top1_acc: 0.3121, top5_acc: 0.5666, loss_cls: 3.1497, loss: 3.1497, grad_norm: 1.1964 2020-08-04 17:58:00,609 - mmaction - INFO - Epoch [57][500/940] lr: 3.546e-01, eta: 3 days, 20:17:18, time: 1.708, data_time: 0.006, memory: 9063, top1_acc: 0.3223, top5_acc: 0.5746, loss_cls: 3.1327, loss: 3.1327, grad_norm: 1.1624 2020-08-04 17:58:36,302 - mmaction - INFO - Epoch [57][520/940] lr: 3.546e-01, eta: 3 days, 20:16:57, time: 1.788, data_time: 0.007, memory: 9063, top1_acc: 0.3246, top5_acc: 0.5791, loss_cls: 3.0972, loss: 3.0972, grad_norm: 1.1644 2020-08-04 17:59:12,744 - mmaction - INFO - Epoch [57][540/940] lr: 3.546e-01, eta: 3 days, 20:17:02, time: 1.819, data_time: 0.005, memory: 9063, top1_acc: 0.3072, top5_acc: 0.5553, loss_cls: 3.2097, loss: 3.2097, grad_norm: 1.1917 2020-08-04 17:59:45,401 - mmaction - INFO - Epoch [57][560/940] lr: 3.546e-01, eta: 3 days, 20:14:28, time: 1.635, data_time: 0.006, memory: 9063, top1_acc: 0.3232, top5_acc: 0.5775, loss_cls: 3.0982, loss: 3.0982, grad_norm: 1.1698 2020-08-04 18:00:21,642 - mmaction - INFO - Epoch [57][580/940] lr: 3.546e-01, eta: 3 days, 20:14:15, time: 1.798, data_time: 0.006, memory: 9063, top1_acc: 0.3209, top5_acc: 0.5689, loss_cls: 3.1204, loss: 3.1204, grad_norm: 1.1474 2020-08-04 18:00:56,731 - mmaction - INFO - Epoch [57][600/940] lr: 3.546e-01, eta: 3 days, 20:13:33, time: 1.764, data_time: 0.032, memory: 9063, top1_acc: 0.3186, top5_acc: 0.5736, loss_cls: 3.1081, loss: 3.1081, grad_norm: 1.1637 2020-08-04 18:01:31,652 - mmaction - INFO - Epoch [57][620/940] lr: 3.546e-01, eta: 3 days, 20:12:38, time: 1.749, data_time: 0.009, memory: 9063, top1_acc: 0.3145, top5_acc: 0.5672, loss_cls: 3.1188, loss: 3.1188, grad_norm: 1.1760 2020-08-04 18:02:04,504 - mmaction - INFO - Epoch [57][640/940] lr: 3.546e-01, eta: 3 days, 20:10:11, time: 1.640, data_time: 0.007, memory: 9063, top1_acc: 0.3172, top5_acc: 0.5740, loss_cls: 3.1327, loss: 3.1327, grad_norm: 1.1673 2020-08-04 18:02:38,154 - mmaction - INFO - Epoch [57][660/940] lr: 3.546e-01, eta: 3 days, 20:08:22, time: 1.684, data_time: 0.007, memory: 9063, top1_acc: 0.3307, top5_acc: 0.5840, loss_cls: 3.0545, loss: 3.0545, grad_norm: 1.1785 2020-08-04 18:03:11,743 - mmaction - INFO - Epoch [57][680/940] lr: 3.546e-01, eta: 3 days, 20:06:30, time: 1.680, data_time: 0.005, memory: 9063, top1_acc: 0.3299, top5_acc: 0.5813, loss_cls: 3.0901, loss: 3.0901, grad_norm: 1.1701 2020-08-04 18:03:46,507 - mmaction - INFO - Epoch [57][700/940] lr: 3.546e-01, eta: 3 days, 20:05:29, time: 1.740, data_time: 0.005, memory: 9063, top1_acc: 0.3205, top5_acc: 0.5637, loss_cls: 3.1835, loss: 3.1835, grad_norm: 1.1534 2020-08-04 18:04:22,330 - mmaction - INFO - Epoch [57][720/940] lr: 3.546e-01, eta: 3 days, 20:05:10, time: 1.789, data_time: 0.005, memory: 9063, top1_acc: 0.3191, top5_acc: 0.5652, loss_cls: 3.1955, loss: 3.1955, grad_norm: 1.1639 2020-08-04 18:04:57,101 - mmaction - INFO - Epoch [57][740/940] lr: 3.546e-01, eta: 3 days, 20:04:09, time: 1.740, data_time: 0.006, memory: 9063, top1_acc: 0.3160, top5_acc: 0.5662, loss_cls: 3.1487, loss: 3.1487, grad_norm: 1.1445 2020-08-04 18:05:31,902 - mmaction - INFO - Epoch [57][760/940] lr: 3.546e-01, eta: 3 days, 20:03:08, time: 1.739, data_time: 0.010, memory: 9063, top1_acc: 0.3227, top5_acc: 0.5902, loss_cls: 3.0892, loss: 3.0892, grad_norm: 1.1676 2020-08-04 18:06:07,216 - mmaction - INFO - Epoch [57][780/940] lr: 3.546e-01, eta: 3 days, 20:02:30, time: 1.767, data_time: 0.007, memory: 9063, top1_acc: 0.3232, top5_acc: 0.5770, loss_cls: 3.1202, loss: 3.1202, grad_norm: 1.1684 2020-08-04 18:06:41,849 - mmaction - INFO - Epoch [57][800/940] lr: 3.546e-01, eta: 3 days, 20:01:22, time: 1.729, data_time: 0.005, memory: 9063, top1_acc: 0.3303, top5_acc: 0.5809, loss_cls: 3.0719, loss: 3.0719, grad_norm: 1.1508 2020-08-04 18:07:16,086 - mmaction - INFO - Epoch [57][820/940] lr: 3.546e-01, eta: 3 days, 20:00:00, time: 1.713, data_time: 0.007, memory: 9063, top1_acc: 0.3137, top5_acc: 0.5652, loss_cls: 3.1770, loss: 3.1770, grad_norm: 1.1666 2020-08-04 18:07:50,826 - mmaction - INFO - Epoch [57][840/940] lr: 3.546e-01, eta: 3 days, 19:59:00, time: 1.738, data_time: 0.006, memory: 9063, top1_acc: 0.3174, top5_acc: 0.5809, loss_cls: 3.1253, loss: 3.1253, grad_norm: 1.1525 2020-08-04 18:08:26,058 - mmaction - INFO - Epoch [57][860/940] lr: 3.546e-01, eta: 3 days, 19:58:16, time: 1.760, data_time: 0.005, memory: 9063, top1_acc: 0.3180, top5_acc: 0.5609, loss_cls: 3.1670, loss: 3.1670, grad_norm: 1.1764 2020-08-04 18:08:59,842 - mmaction - INFO - Epoch [57][880/940] lr: 3.546e-01, eta: 3 days, 19:56:37, time: 1.690, data_time: 0.006, memory: 9063, top1_acc: 0.3217, top5_acc: 0.5711, loss_cls: 3.1291, loss: 3.1291, grad_norm: 1.1780 2020-08-04 18:09:36,776 - mmaction - INFO - Epoch [57][900/940] lr: 3.546e-01, eta: 3 days, 19:57:05, time: 1.848, data_time: 0.006, memory: 9063, top1_acc: 0.3211, top5_acc: 0.5723, loss_cls: 3.1380, loss: 3.1380, grad_norm: 1.1392 2020-08-04 18:10:10,549 - mmaction - INFO - Epoch [57][920/940] lr: 3.546e-01, eta: 3 days, 19:55:25, time: 1.689, data_time: 0.005, memory: 9063, top1_acc: 0.3291, top5_acc: 0.5758, loss_cls: 3.1009, loss: 3.1009, grad_norm: 1.1529 2020-08-04 18:10:44,876 - mmaction - INFO - Epoch [57][940/940] lr: 3.546e-01, eta: 3 days, 19:54:08, time: 1.717, data_time: 0.005, memory: 9063, top1_acc: 0.3241, top5_acc: 0.5700, loss_cls: 3.1460, loss: 3.1460, grad_norm: 1.1778 2020-08-04 18:12:23,253 - mmaction - INFO - Epoch [58][20/940] lr: 3.530e-01, eta: 3 days, 20:34:48, time: 4.892, data_time: 0.643, memory: 9063, top1_acc: 0.3193, top5_acc: 0.5758, loss_cls: 3.1041, loss: 3.1041, grad_norm: 1.1366 2020-08-04 18:12:51,806 - mmaction - INFO - Epoch [58][40/940] lr: 3.530e-01, eta: 3 days, 20:29:36, time: 1.432, data_time: 0.007, memory: 9063, top1_acc: 0.3230, top5_acc: 0.5791, loss_cls: 3.1077, loss: 3.1077, grad_norm: 1.1648 2020-08-04 18:13:26,129 - mmaction - INFO - Epoch [58][60/940] lr: 3.530e-01, eta: 3 days, 20:28:09, time: 1.715, data_time: 0.004, memory: 9063, top1_acc: 0.3219, top5_acc: 0.5732, loss_cls: 3.0877, loss: 3.0877, grad_norm: 1.1735 2020-08-04 18:14:01,365 - mmaction - INFO - Epoch [58][80/940] lr: 3.530e-01, eta: 3 days, 20:27:20, time: 1.762, data_time: 0.005, memory: 9063, top1_acc: 0.3406, top5_acc: 0.5910, loss_cls: 3.0518, loss: 3.0518, grad_norm: 1.1502 2020-08-04 18:14:34,954 - mmaction - INFO - Epoch [58][100/940] lr: 3.530e-01, eta: 3 days, 20:25:25, time: 1.678, data_time: 0.006, memory: 9063, top1_acc: 0.3285, top5_acc: 0.5799, loss_cls: 3.1005, loss: 3.1005, grad_norm: 1.1706 2020-08-04 18:15:10,438 - mmaction - INFO - Epoch [58][120/940] lr: 3.530e-01, eta: 3 days, 20:24:46, time: 1.775, data_time: 0.005, memory: 9063, top1_acc: 0.3207, top5_acc: 0.5818, loss_cls: 3.0871, loss: 3.0871, grad_norm: 1.1603 2020-08-04 18:15:46,046 - mmaction - INFO - Epoch [58][140/940] lr: 3.530e-01, eta: 3 days, 20:24:11, time: 1.781, data_time: 0.006, memory: 9063, top1_acc: 0.3256, top5_acc: 0.5844, loss_cls: 3.0852, loss: 3.0852, grad_norm: 1.1678 2020-08-04 18:16:21,665 - mmaction - INFO - Epoch [58][160/940] lr: 3.530e-01, eta: 3 days, 20:23:36, time: 1.781, data_time: 0.007, memory: 9063, top1_acc: 0.3348, top5_acc: 0.5885, loss_cls: 3.0693, loss: 3.0693, grad_norm: 1.1536 2020-08-04 18:16:57,238 - mmaction - INFO - Epoch [58][180/940] lr: 3.530e-01, eta: 3 days, 20:23:01, time: 1.780, data_time: 0.005, memory: 9063, top1_acc: 0.3174, top5_acc: 0.5678, loss_cls: 3.1501, loss: 3.1501, grad_norm: 1.1855 2020-08-04 18:17:31,836 - mmaction - INFO - Epoch [58][200/940] lr: 3.530e-01, eta: 3 days, 20:21:43, time: 1.725, data_time: 0.007, memory: 9063, top1_acc: 0.3250, top5_acc: 0.5771, loss_cls: 3.0835, loss: 3.0835, grad_norm: 1.1516 2020-08-04 18:18:05,848 - mmaction - INFO - Epoch [58][220/940] lr: 3.530e-01, eta: 3 days, 20:20:11, time: 1.705, data_time: 0.007, memory: 9063, top1_acc: 0.3297, top5_acc: 0.5793, loss_cls: 3.0931, loss: 3.0931, grad_norm: 1.1815 2020-08-04 18:18:40,887 - mmaction - INFO - Epoch [58][240/940] lr: 3.530e-01, eta: 3 days, 20:19:12, time: 1.748, data_time: 0.005, memory: 9063, top1_acc: 0.3137, top5_acc: 0.5760, loss_cls: 3.1432, loss: 3.1432, grad_norm: 1.1604 2020-08-04 18:19:15,660 - mmaction - INFO - Epoch [58][260/940] lr: 3.530e-01, eta: 3 days, 20:18:07, time: 1.740, data_time: 0.007, memory: 9063, top1_acc: 0.3223, top5_acc: 0.5768, loss_cls: 3.0973, loss: 3.0973, grad_norm: 1.1862 2020-08-04 18:19:52,027 - mmaction - INFO - Epoch [58][280/940] lr: 3.530e-01, eta: 3 days, 20:18:02, time: 1.820, data_time: 0.007, memory: 9063, top1_acc: 0.3205, top5_acc: 0.5803, loss_cls: 3.0901, loss: 3.0901, grad_norm: 1.1872 2020-08-04 18:20:26,573 - mmaction - INFO - Epoch [58][300/940] lr: 3.530e-01, eta: 3 days, 20:16:45, time: 1.723, data_time: 0.007, memory: 9063, top1_acc: 0.3215, top5_acc: 0.5686, loss_cls: 3.1642, loss: 3.1642, grad_norm: 1.1681 2020-08-04 18:21:00,215 - mmaction - INFO - Epoch [58][320/940] lr: 3.530e-01, eta: 3 days, 20:15:01, time: 1.687, data_time: 0.007, memory: 9063, top1_acc: 0.3135, top5_acc: 0.5727, loss_cls: 3.1282, loss: 3.1282, grad_norm: 1.1785 2020-08-04 18:21:35,838 - mmaction - INFO - Epoch [58][340/940] lr: 3.530e-01, eta: 3 days, 20:14:24, time: 1.776, data_time: 0.005, memory: 9063, top1_acc: 0.3193, top5_acc: 0.5756, loss_cls: 3.1352, loss: 3.1352, grad_norm: 1.1721 2020-08-04 18:22:10,665 - mmaction - INFO - Epoch [58][360/940] lr: 3.530e-01, eta: 3 days, 20:13:25, time: 1.746, data_time: 0.008, memory: 9063, top1_acc: 0.3145, top5_acc: 0.5832, loss_cls: 3.1049, loss: 3.1049, grad_norm: 1.1561 2020-08-04 18:22:46,122 - mmaction - INFO - Epoch [58][380/940] lr: 3.530e-01, eta: 3 days, 20:12:44, time: 1.771, data_time: 0.007, memory: 9063, top1_acc: 0.3154, top5_acc: 0.5748, loss_cls: 3.1250, loss: 3.1250, grad_norm: 1.1451 2020-08-04 18:23:20,451 - mmaction - INFO - Epoch [58][400/940] lr: 3.530e-01, eta: 3 days, 20:11:21, time: 1.713, data_time: 0.007, memory: 9063, top1_acc: 0.3396, top5_acc: 0.5834, loss_cls: 3.0734, loss: 3.0734, grad_norm: 1.1414 2020-08-04 18:23:56,580 - mmaction - INFO - Epoch [58][420/940] lr: 3.530e-01, eta: 3 days, 20:11:09, time: 1.811, data_time: 0.007, memory: 9063, top1_acc: 0.3193, top5_acc: 0.5877, loss_cls: 3.0835, loss: 3.0835, grad_norm: 1.2018 2020-08-04 18:24:30,654 - mmaction - INFO - Epoch [58][440/940] lr: 3.530e-01, eta: 3 days, 20:09:40, time: 1.705, data_time: 0.002, memory: 9063, top1_acc: 0.3252, top5_acc: 0.5795, loss_cls: 3.0879, loss: 3.0879, grad_norm: 1.1701 2020-08-04 18:25:05,674 - mmaction - INFO - Epoch [58][460/940] lr: 3.530e-01, eta: 3 days, 20:08:45, time: 1.750, data_time: 0.004, memory: 9063, top1_acc: 0.3277, top5_acc: 0.5766, loss_cls: 3.1297, loss: 3.1297, grad_norm: 1.1806 2020-08-04 18:25:41,248 - mmaction - INFO - Epoch [58][480/940] lr: 3.530e-01, eta: 3 days, 20:08:10, time: 1.779, data_time: 0.005, memory: 9063, top1_acc: 0.3305, top5_acc: 0.5744, loss_cls: 3.1036, loss: 3.1036, grad_norm: 1.1692 2020-08-04 18:26:14,996 - mmaction - INFO - Epoch [58][500/940] lr: 3.530e-01, eta: 3 days, 20:06:28, time: 1.686, data_time: 0.009, memory: 9063, top1_acc: 0.3211, top5_acc: 0.5777, loss_cls: 3.0795, loss: 3.0795, grad_norm: 1.1689 2020-08-04 18:26:49,758 - mmaction - INFO - Epoch [58][520/940] lr: 3.530e-01, eta: 3 days, 20:05:26, time: 1.740, data_time: 0.006, memory: 9063, top1_acc: 0.3211, top5_acc: 0.5752, loss_cls: 3.1167, loss: 3.1167, grad_norm: 1.1417 2020-08-04 18:27:25,254 - mmaction - INFO - Epoch [58][540/940] lr: 3.530e-01, eta: 3 days, 20:04:49, time: 1.775, data_time: 0.005, memory: 9063, top1_acc: 0.3260, top5_acc: 0.5813, loss_cls: 3.0969, loss: 3.0969, grad_norm: 1.1651 2020-08-04 18:28:00,979 - mmaction - INFO - Epoch [58][560/940] lr: 3.530e-01, eta: 3 days, 20:04:20, time: 1.786, data_time: 0.004, memory: 9063, top1_acc: 0.3266, top5_acc: 0.5791, loss_cls: 3.1186, loss: 3.1186, grad_norm: 1.1655 2020-08-04 18:28:35,167 - mmaction - INFO - Epoch [58][580/940] lr: 3.530e-01, eta: 3 days, 20:02:52, time: 1.704, data_time: 0.005, memory: 9063, top1_acc: 0.3162, top5_acc: 0.5768, loss_cls: 3.1204, loss: 3.1204, grad_norm: 1.1569 2020-08-04 18:29:09,330 - mmaction - INFO - Epoch [58][600/940] lr: 3.530e-01, eta: 3 days, 20:01:31, time: 1.711, data_time: 0.008, memory: 9063, top1_acc: 0.3158, top5_acc: 0.5672, loss_cls: 3.1326, loss: 3.1326, grad_norm: 1.1524 2020-08-04 18:29:43,881 - mmaction - INFO - Epoch [58][620/940] lr: 3.530e-01, eta: 3 days, 20:00:22, time: 1.730, data_time: 0.005, memory: 9063, top1_acc: 0.3078, top5_acc: 0.5676, loss_cls: 3.1588, loss: 3.1588, grad_norm: 1.1677 2020-08-04 18:30:19,657 - mmaction - INFO - Epoch [58][640/940] lr: 3.530e-01, eta: 3 days, 19:59:51, time: 1.783, data_time: 0.005, memory: 9063, top1_acc: 0.3178, top5_acc: 0.5656, loss_cls: 3.1571, loss: 3.1571, grad_norm: 1.1814 2020-08-04 18:30:53,900 - mmaction - INFO - Epoch [58][660/940] lr: 3.530e-01, eta: 3 days, 19:58:34, time: 1.717, data_time: 0.008, memory: 9063, top1_acc: 0.3303, top5_acc: 0.5822, loss_cls: 3.1045, loss: 3.1045, grad_norm: 1.1698 2020-08-04 18:31:28,691 - mmaction - INFO - Epoch [58][680/940] lr: 3.530e-01, eta: 3 days, 19:57:32, time: 1.737, data_time: 0.008, memory: 9063, top1_acc: 0.3271, top5_acc: 0.5734, loss_cls: 3.1038, loss: 3.1038, grad_norm: 1.1498 2020-08-04 18:32:04,142 - mmaction - INFO - Epoch [58][700/940] lr: 3.530e-01, eta: 3 days, 19:56:55, time: 1.775, data_time: 0.007, memory: 9063, top1_acc: 0.3234, top5_acc: 0.5775, loss_cls: 3.0915, loss: 3.0915, grad_norm: 1.1577 2020-08-04 18:32:40,694 - mmaction - INFO - Epoch [58][720/940] lr: 3.530e-01, eta: 3 days, 19:56:52, time: 1.824, data_time: 0.007, memory: 9063, top1_acc: 0.3150, top5_acc: 0.5687, loss_cls: 3.1528, loss: 3.1528, grad_norm: 1.1721 2020-08-04 18:33:14,911 - mmaction - INFO - Epoch [58][740/940] lr: 3.530e-01, eta: 3 days, 19:55:34, time: 1.713, data_time: 0.007, memory: 9063, top1_acc: 0.3252, top5_acc: 0.5787, loss_cls: 3.0997, loss: 3.0997, grad_norm: 1.1675 2020-08-04 18:33:49,486 - mmaction - INFO - Epoch [58][760/940] lr: 3.530e-01, eta: 3 days, 19:54:27, time: 1.731, data_time: 0.006, memory: 9063, top1_acc: 0.3256, top5_acc: 0.5809, loss_cls: 3.0957, loss: 3.0957, grad_norm: 1.1766 2020-08-04 18:34:24,209 - mmaction - INFO - Epoch [58][780/940] lr: 3.530e-01, eta: 3 days, 19:53:24, time: 1.735, data_time: 0.004, memory: 9063, top1_acc: 0.3279, top5_acc: 0.5814, loss_cls: 3.0766, loss: 3.0766, grad_norm: 1.1606 2020-08-04 18:34:59,355 - mmaction - INFO - Epoch [58][800/940] lr: 3.530e-01, eta: 3 days, 19:52:36, time: 1.757, data_time: 0.002, memory: 9063, top1_acc: 0.3285, top5_acc: 0.5709, loss_cls: 3.1237, loss: 3.1237, grad_norm: 1.1778 2020-08-04 18:35:34,626 - mmaction - INFO - Epoch [58][820/940] lr: 3.530e-01, eta: 3 days, 19:51:49, time: 1.759, data_time: 0.005, memory: 9063, top1_acc: 0.3305, top5_acc: 0.5906, loss_cls: 3.0720, loss: 3.0720, grad_norm: 1.1547 2020-08-04 18:36:09,440 - mmaction - INFO - Epoch [58][840/940] lr: 3.530e-01, eta: 3 days, 19:50:53, time: 1.746, data_time: 0.008, memory: 9063, top1_acc: 0.3225, top5_acc: 0.5738, loss_cls: 3.1336, loss: 3.1336, grad_norm: 1.1548 2020-08-04 18:36:44,061 - mmaction - INFO - Epoch [58][860/940] lr: 3.530e-01, eta: 3 days, 19:49:47, time: 1.729, data_time: 0.005, memory: 9063, top1_acc: 0.3191, top5_acc: 0.5797, loss_cls: 3.1214, loss: 3.1214, grad_norm: 1.1807 2020-08-04 18:37:20,310 - mmaction - INFO - Epoch [58][880/940] lr: 3.530e-01, eta: 3 days, 19:49:37, time: 1.814, data_time: 0.005, memory: 9063, top1_acc: 0.3209, top5_acc: 0.5748, loss_cls: 3.1520, loss: 3.1520, grad_norm: 1.1743 2020-08-04 18:37:56,551 - mmaction - INFO - Epoch [58][900/940] lr: 3.530e-01, eta: 3 days, 19:49:25, time: 1.811, data_time: 0.008, memory: 9063, top1_acc: 0.3326, top5_acc: 0.5818, loss_cls: 3.0998, loss: 3.0998, grad_norm: 1.1654 2020-08-04 18:38:31,526 - mmaction - INFO - Epoch [58][920/940] lr: 3.530e-01, eta: 3 days, 19:48:33, time: 1.750, data_time: 0.007, memory: 9063, top1_acc: 0.3287, top5_acc: 0.5756, loss_cls: 3.1257, loss: 3.1257, grad_norm: 1.1777 2020-08-04 18:39:31,254 - mmaction - INFO - Epoch [58][940/940] lr: 3.530e-01, eta: 3 days, 20:01:15, time: 2.984, data_time: 0.007, memory: 9063, top1_acc: 0.3099, top5_acc: 0.5623, loss_cls: 3.1621, loss: 3.1621, grad_norm: 1.1983 2020-08-04 18:42:12,318 - mmaction - INFO - Epoch [59][20/940] lr: 3.514e-01, eta: 3 days, 21:09:09, time: 8.030, data_time: 0.449, memory: 9063, top1_acc: 0.3088, top5_acc: 0.5719, loss_cls: 3.1556, loss: 3.1556, grad_norm: 1.1470 2020-08-04 18:42:39,643 - mmaction - INFO - Epoch [59][40/940] lr: 3.514e-01, eta: 3 days, 21:03:52, time: 1.372, data_time: 0.009, memory: 9063, top1_acc: 0.3205, top5_acc: 0.5760, loss_cls: 3.1342, loss: 3.1342, grad_norm: 1.1538 2020-08-04 18:43:09,931 - mmaction - INFO - Epoch [59][60/940] lr: 3.514e-01, eta: 3 days, 21:00:05, time: 1.509, data_time: 0.004, memory: 9063, top1_acc: 0.3178, top5_acc: 0.5828, loss_cls: 3.1052, loss: 3.1052, grad_norm: 1.2002 2020-08-04 18:43:43,394 - mmaction - INFO - Epoch [59][80/940] lr: 3.514e-01, eta: 3 days, 20:58:10, time: 1.679, data_time: 0.008, memory: 9063, top1_acc: 0.3225, top5_acc: 0.5736, loss_cls: 3.1152, loss: 3.1152, grad_norm: 1.1553 2020-08-04 18:44:18,444 - mmaction - INFO - Epoch [59][100/940] lr: 3.514e-01, eta: 3 days, 20:57:02, time: 1.749, data_time: 0.007, memory: 9063, top1_acc: 0.3266, top5_acc: 0.5830, loss_cls: 3.0686, loss: 3.0686, grad_norm: 1.1532 2020-08-04 18:44:52,183 - mmaction - INFO - Epoch [59][120/940] lr: 3.514e-01, eta: 3 days, 20:55:15, time: 1.688, data_time: 0.007, memory: 9063, top1_acc: 0.3270, top5_acc: 0.5859, loss_cls: 3.0467, loss: 3.0467, grad_norm: 1.1630 2020-08-04 18:45:27,109 - mmaction - INFO - Epoch [59][140/940] lr: 3.514e-01, eta: 3 days, 20:54:05, time: 1.746, data_time: 0.006, memory: 9063, top1_acc: 0.3322, top5_acc: 0.5756, loss_cls: 3.0920, loss: 3.0920, grad_norm: 1.1754 2020-08-04 18:46:01,640 - mmaction - INFO - Epoch [59][160/940] lr: 3.514e-01, eta: 3 days, 20:52:42, time: 1.724, data_time: 0.006, memory: 9063, top1_acc: 0.3406, top5_acc: 0.5842, loss_cls: 3.0398, loss: 3.0398, grad_norm: 1.1578 2020-08-04 18:46:36,703 - mmaction - INFO - Epoch [59][180/940] lr: 3.514e-01, eta: 3 days, 20:51:37, time: 1.753, data_time: 0.007, memory: 9063, top1_acc: 0.3145, top5_acc: 0.5754, loss_cls: 3.1129, loss: 3.1129, grad_norm: 1.2079 2020-08-04 18:47:11,360 - mmaction - INFO - Epoch [59][200/940] lr: 3.514e-01, eta: 3 days, 20:50:22, time: 1.735, data_time: 0.009, memory: 9063, top1_acc: 0.3203, top5_acc: 0.5738, loss_cls: 3.1399, loss: 3.1399, grad_norm: 1.1686 2020-08-04 18:47:46,837 - mmaction - INFO - Epoch [59][220/940] lr: 3.514e-01, eta: 3 days, 20:49:31, time: 1.775, data_time: 0.005, memory: 9063, top1_acc: 0.3318, top5_acc: 0.5813, loss_cls: 3.0874, loss: 3.0874, grad_norm: 1.1505 2020-08-04 18:48:20,842 - mmaction - INFO - Epoch [59][240/940] lr: 3.514e-01, eta: 3 days, 20:47:52, time: 1.698, data_time: 0.008, memory: 9063, top1_acc: 0.3273, top5_acc: 0.5900, loss_cls: 3.0952, loss: 3.0952, grad_norm: 1.1799 2020-08-04 18:48:56,368 - mmaction - INFO - Epoch [59][260/940] lr: 3.514e-01, eta: 3 days, 20:47:05, time: 1.779, data_time: 0.007, memory: 9063, top1_acc: 0.3293, top5_acc: 0.5826, loss_cls: 3.0502, loss: 3.0502, grad_norm: 1.1705 2020-08-04 18:49:33,014 - mmaction - INFO - Epoch [59][280/940] lr: 3.514e-01, eta: 3 days, 20:46:51, time: 1.832, data_time: 0.002, memory: 9063, top1_acc: 0.3166, top5_acc: 0.5766, loss_cls: 3.1253, loss: 3.1253, grad_norm: 1.1651 2020-08-04 18:50:08,425 - mmaction - INFO - Epoch [59][300/940] lr: 3.514e-01, eta: 3 days, 20:45:58, time: 1.771, data_time: 0.008, memory: 9063, top1_acc: 0.3211, top5_acc: 0.5805, loss_cls: 3.1201, loss: 3.1201, grad_norm: 1.1603 2020-08-04 18:50:42,933 - mmaction - INFO - Epoch [59][320/940] lr: 3.514e-01, eta: 3 days, 20:44:37, time: 1.725, data_time: 0.002, memory: 9063, top1_acc: 0.3334, top5_acc: 0.5857, loss_cls: 3.0807, loss: 3.0807, grad_norm: 1.1872 2020-08-04 18:51:16,621 - mmaction - INFO - Epoch [59][340/940] lr: 3.514e-01, eta: 3 days, 20:42:50, time: 1.682, data_time: 0.006, memory: 9063, top1_acc: 0.3234, top5_acc: 0.5768, loss_cls: 3.1075, loss: 3.1075, grad_norm: 1.1636 2020-08-04 18:51:52,193 - mmaction - INFO - Epoch [59][360/940] lr: 3.514e-01, eta: 3 days, 20:42:05, time: 1.782, data_time: 0.007, memory: 9063, top1_acc: 0.3070, top5_acc: 0.5604, loss_cls: 3.1715, loss: 3.1715, grad_norm: 1.1841 2020-08-04 18:52:26,962 - mmaction - INFO - Epoch [59][380/940] lr: 3.514e-01, eta: 3 days, 20:40:49, time: 1.733, data_time: 0.004, memory: 9063, top1_acc: 0.3174, top5_acc: 0.5801, loss_cls: 3.1285, loss: 3.1285, grad_norm: 1.1821 2020-08-04 18:52:59,495 - mmaction - INFO - Epoch [59][400/940] lr: 3.514e-01, eta: 3 days, 20:38:31, time: 1.629, data_time: 0.008, memory: 9063, top1_acc: 0.3213, top5_acc: 0.5775, loss_cls: 3.1123, loss: 3.1123, grad_norm: 1.1435 2020-08-04 18:53:32,908 - mmaction - INFO - Epoch [59][420/940] lr: 3.514e-01, eta: 3 days, 20:36:39, time: 1.673, data_time: 0.007, memory: 9063, top1_acc: 0.3326, top5_acc: 0.5777, loss_cls: 3.0937, loss: 3.0937, grad_norm: 1.1655 2020-08-04 18:54:08,082 - mmaction - INFO - Epoch [59][440/940] lr: 3.514e-01, eta: 3 days, 20:35:39, time: 1.755, data_time: 0.005, memory: 9063, top1_acc: 0.3213, top5_acc: 0.5764, loss_cls: 3.1200, loss: 3.1200, grad_norm: 1.1715 2020-08-04 18:54:43,677 - mmaction - INFO - Epoch [59][460/940] lr: 3.514e-01, eta: 3 days, 20:34:56, time: 1.783, data_time: 0.007, memory: 9063, top1_acc: 0.3203, top5_acc: 0.5750, loss_cls: 3.1045, loss: 3.1045, grad_norm: 1.1718 2020-08-04 18:55:18,248 - mmaction - INFO - Epoch [59][480/940] lr: 3.514e-01, eta: 3 days, 20:33:37, time: 1.723, data_time: 0.005, memory: 9063, top1_acc: 0.3191, top5_acc: 0.5729, loss_cls: 3.1496, loss: 3.1496, grad_norm: 1.1318 2020-08-04 18:55:50,990 - mmaction - INFO - Epoch [59][500/940] lr: 3.514e-01, eta: 3 days, 20:31:26, time: 1.638, data_time: 0.008, memory: 9063, top1_acc: 0.3143, top5_acc: 0.5709, loss_cls: 3.1285, loss: 3.1285, grad_norm: 1.1762 2020-08-04 18:56:25,302 - mmaction - INFO - Epoch [59][520/940] lr: 3.514e-01, eta: 3 days, 20:30:02, time: 1.714, data_time: 0.009, memory: 9063, top1_acc: 0.3264, top5_acc: 0.5723, loss_cls: 3.1071, loss: 3.1071, grad_norm: 1.1614 2020-08-04 18:56:59,099 - mmaction - INFO - Epoch [59][540/940] lr: 3.514e-01, eta: 3 days, 20:28:26, time: 1.695, data_time: 0.008, memory: 9063, top1_acc: 0.3328, top5_acc: 0.5807, loss_cls: 3.1103, loss: 3.1103, grad_norm: 1.1719 2020-08-04 18:57:35,272 - mmaction - INFO - Epoch [59][560/940] lr: 3.514e-01, eta: 3 days, 20:27:58, time: 1.806, data_time: 0.005, memory: 9063, top1_acc: 0.3162, top5_acc: 0.5713, loss_cls: 3.1397, loss: 3.1397, grad_norm: 1.1508 2020-08-04 18:58:09,098 - mmaction - INFO - Epoch [59][580/940] lr: 3.514e-01, eta: 3 days, 20:26:22, time: 1.694, data_time: 0.006, memory: 9063, top1_acc: 0.3273, top5_acc: 0.5818, loss_cls: 3.0583, loss: 3.0583, grad_norm: 1.1554 2020-08-04 18:58:43,445 - mmaction - INFO - Epoch [59][600/940] lr: 3.514e-01, eta: 3 days, 20:25:01, time: 1.717, data_time: 0.005, memory: 9063, top1_acc: 0.3148, top5_acc: 0.5795, loss_cls: 3.1368, loss: 3.1368, grad_norm: 1.1900 2020-08-04 18:59:18,177 - mmaction - INFO - Epoch [59][620/940] lr: 3.514e-01, eta: 3 days, 20:23:51, time: 1.737, data_time: 0.005, memory: 9063, top1_acc: 0.3242, top5_acc: 0.5768, loss_cls: 3.1206, loss: 3.1206, grad_norm: 1.1663 2020-08-04 18:59:53,428 - mmaction - INFO - Epoch [59][640/940] lr: 3.514e-01, eta: 3 days, 20:22:57, time: 1.762, data_time: 0.008, memory: 9063, top1_acc: 0.3311, top5_acc: 0.5742, loss_cls: 3.0823, loss: 3.0823, grad_norm: 1.1518 2020-08-04 19:00:32,840 - mmaction - INFO - Epoch [59][660/940] lr: 3.514e-01, eta: 3 days, 20:23:57, time: 1.957, data_time: 0.014, memory: 9063, top1_acc: 0.3223, top5_acc: 0.5695, loss_cls: 3.1138, loss: 3.1138, grad_norm: 1.1844 2020-08-04 19:01:06,594 - mmaction - INFO - Epoch [59][680/940] lr: 3.514e-01, eta: 3 days, 20:22:28, time: 1.703, data_time: 0.029, memory: 9063, top1_acc: 0.3117, top5_acc: 0.5711, loss_cls: 3.1463, loss: 3.1463, grad_norm: 1.1694 2020-08-04 19:01:40,618 - mmaction - INFO - Epoch [59][700/940] lr: 3.514e-01, eta: 3 days, 20:20:56, time: 1.698, data_time: 0.010, memory: 9063, top1_acc: 0.3301, top5_acc: 0.5699, loss_cls: 3.1086, loss: 3.1086, grad_norm: 1.1671 2020-08-04 19:02:14,901 - mmaction - INFO - Epoch [59][720/940] lr: 3.514e-01, eta: 3 days, 20:19:35, time: 1.715, data_time: 0.006, memory: 9063, top1_acc: 0.3229, top5_acc: 0.5885, loss_cls: 3.0858, loss: 3.0858, grad_norm: 1.1746 2020-08-04 19:02:50,219 - mmaction - INFO - Epoch [59][740/940] lr: 3.514e-01, eta: 3 days, 20:18:45, time: 1.768, data_time: 0.007, memory: 9063, top1_acc: 0.3281, top5_acc: 0.5740, loss_cls: 3.0962, loss: 3.0962, grad_norm: 1.1378 2020-08-04 19:03:23,372 - mmaction - INFO - Epoch [59][760/940] lr: 3.514e-01, eta: 3 days, 20:16:50, time: 1.655, data_time: 0.006, memory: 9063, top1_acc: 0.3254, top5_acc: 0.5861, loss_cls: 3.0791, loss: 3.0791, grad_norm: 1.1772 2020-08-04 19:03:58,414 - mmaction - INFO - Epoch [59][780/940] lr: 3.514e-01, eta: 3 days, 20:15:52, time: 1.754, data_time: 0.007, memory: 9063, top1_acc: 0.3225, top5_acc: 0.5740, loss_cls: 3.1182, loss: 3.1182, grad_norm: 1.1747 2020-08-04 19:04:31,133 - mmaction - INFO - Epoch [59][800/940] lr: 3.514e-01, eta: 3 days, 20:13:44, time: 1.633, data_time: 0.008, memory: 9063, top1_acc: 0.3096, top5_acc: 0.5590, loss_cls: 3.1809, loss: 3.1809, grad_norm: 1.1527 2020-08-04 19:05:06,472 - mmaction - INFO - Epoch [59][820/940] lr: 3.514e-01, eta: 3 days, 20:12:56, time: 1.770, data_time: 0.007, memory: 9063, top1_acc: 0.3311, top5_acc: 0.5676, loss_cls: 3.1391, loss: 3.1391, grad_norm: 1.1685 2020-08-04 19:05:39,473 - mmaction - INFO - Epoch [59][840/940] lr: 3.514e-01, eta: 3 days, 20:10:59, time: 1.650, data_time: 0.006, memory: 9063, top1_acc: 0.3187, top5_acc: 0.5811, loss_cls: 3.1365, loss: 3.1365, grad_norm: 1.1650 2020-08-04 19:06:13,723 - mmaction - INFO - Epoch [59][860/940] lr: 3.514e-01, eta: 3 days, 20:09:39, time: 1.714, data_time: 0.003, memory: 9063, top1_acc: 0.3283, top5_acc: 0.5828, loss_cls: 3.1174, loss: 3.1174, grad_norm: 1.1592 2020-08-04 19:06:49,393 - mmaction - INFO - Epoch [59][880/940] lr: 3.514e-01, eta: 3 days, 20:08:59, time: 1.783, data_time: 0.004, memory: 9063, top1_acc: 0.3299, top5_acc: 0.5832, loss_cls: 3.0900, loss: 3.0900, grad_norm: 1.1602 2020-08-04 19:07:23,662 - mmaction - INFO - Epoch [59][900/940] lr: 3.514e-01, eta: 3 days, 20:07:36, time: 1.708, data_time: 0.005, memory: 9063, top1_acc: 0.3254, top5_acc: 0.5795, loss_cls: 3.0943, loss: 3.0943, grad_norm: 1.1776 2020-08-04 19:07:57,240 - mmaction - INFO - Epoch [59][920/940] lr: 3.514e-01, eta: 3 days, 20:05:58, time: 1.681, data_time: 0.009, memory: 9063, top1_acc: 0.3236, top5_acc: 0.5777, loss_cls: 3.0860, loss: 3.0860, grad_norm: 1.1682 2020-08-04 19:08:30,230 - mmaction - INFO - Epoch [59][940/940] lr: 3.514e-01, eta: 3 days, 20:04:04, time: 1.651, data_time: 0.009, memory: 9063, top1_acc: 0.3178, top5_acc: 0.5704, loss_cls: 3.1702, loss: 3.1702, grad_norm: 1.1619 2020-08-04 19:09:55,557 - mmaction - INFO - Epoch [60][20/940] lr: 3.498e-01, eta: 3 days, 20:26:26, time: 4.246, data_time: 0.595, memory: 9063, top1_acc: 0.3371, top5_acc: 0.5768, loss_cls: 3.0993, loss: 3.0993, grad_norm: 1.1418 2020-08-04 19:10:25,247 - mmaction - INFO - Epoch [60][40/940] lr: 3.498e-01, eta: 3 days, 20:22:55, time: 1.483, data_time: 0.003, memory: 9063, top1_acc: 0.3275, top5_acc: 0.5818, loss_cls: 3.0871, loss: 3.0871, grad_norm: 1.1548 2020-08-04 19:10:58,557 - mmaction - INFO - Epoch [60][60/940] lr: 3.498e-01, eta: 3 days, 20:21:04, time: 1.662, data_time: 0.006, memory: 9063, top1_acc: 0.3355, top5_acc: 0.5861, loss_cls: 3.0460, loss: 3.0460, grad_norm: 1.1944 2020-08-04 19:11:33,295 - mmaction - INFO - Epoch [60][80/940] lr: 3.498e-01, eta: 3 days, 20:19:58, time: 1.742, data_time: 0.007, memory: 9063, top1_acc: 0.3309, top5_acc: 0.5887, loss_cls: 3.0613, loss: 3.0613, grad_norm: 1.1662 2020-08-04 19:12:07,982 - mmaction - INFO - Epoch [60][100/940] lr: 3.498e-01, eta: 3 days, 20:18:47, time: 1.732, data_time: 0.003, memory: 9063, top1_acc: 0.3248, top5_acc: 0.5789, loss_cls: 3.0932, loss: 3.0932, grad_norm: 1.1867 2020-08-04 19:12:41,742 - mmaction - INFO - Epoch [60][120/940] lr: 3.498e-01, eta: 3 days, 20:17:12, time: 1.690, data_time: 0.008, memory: 9063, top1_acc: 0.3262, top5_acc: 0.5672, loss_cls: 3.0984, loss: 3.0984, grad_norm: 1.1588 2020-08-04 19:13:15,760 - mmaction - INFO - Epoch [60][140/940] lr: 3.498e-01, eta: 3 days, 20:15:42, time: 1.696, data_time: 0.007, memory: 9063, top1_acc: 0.3256, top5_acc: 0.5795, loss_cls: 3.0900, loss: 3.0900, grad_norm: 1.2031 2020-08-04 19:13:50,535 - mmaction - INFO - Epoch [60][160/940] lr: 3.498e-01, eta: 3 days, 20:14:37, time: 1.742, data_time: 0.007, memory: 9063, top1_acc: 0.3297, top5_acc: 0.5865, loss_cls: 3.0794, loss: 3.0794, grad_norm: 1.1843 2020-08-04 19:14:23,050 - mmaction - INFO - Epoch [60][180/940] lr: 3.498e-01, eta: 3 days, 20:12:29, time: 1.626, data_time: 0.005, memory: 9063, top1_acc: 0.3123, top5_acc: 0.5604, loss_cls: 3.1847, loss: 3.1847, grad_norm: 1.1714 2020-08-04 19:14:56,825 - mmaction - INFO - Epoch [60][200/940] lr: 3.498e-01, eta: 3 days, 20:10:55, time: 1.688, data_time: 0.010, memory: 9063, top1_acc: 0.3242, top5_acc: 0.5754, loss_cls: 3.1102, loss: 3.1102, grad_norm: 1.1720 2020-08-04 19:15:31,896 - mmaction - INFO - Epoch [60][220/940] lr: 3.498e-01, eta: 3 days, 20:09:57, time: 1.753, data_time: 0.006, memory: 9063, top1_acc: 0.3246, top5_acc: 0.5830, loss_cls: 3.0893, loss: 3.0893, grad_norm: 1.1525 2020-08-04 19:16:06,923 - mmaction - INFO - Epoch [60][240/940] lr: 3.498e-01, eta: 3 days, 20:08:59, time: 1.753, data_time: 0.007, memory: 9063, top1_acc: 0.3219, top5_acc: 0.5773, loss_cls: 3.0811, loss: 3.0811, grad_norm: 1.1688 2020-08-04 19:16:40,263 - mmaction - INFO - Epoch [60][260/940] lr: 3.498e-01, eta: 3 days, 20:07:14, time: 1.667, data_time: 0.005, memory: 9063, top1_acc: 0.3146, top5_acc: 0.5709, loss_cls: 3.1498, loss: 3.1498, grad_norm: 1.1604 2020-08-04 19:17:14,862 - mmaction - INFO - Epoch [60][280/940] lr: 3.498e-01, eta: 3 days, 20:06:03, time: 1.729, data_time: 0.009, memory: 9063, top1_acc: 0.3223, top5_acc: 0.5865, loss_cls: 3.0855, loss: 3.0855, grad_norm: 1.1878 2020-08-04 19:17:49,837 - mmaction - INFO - Epoch [60][300/940] lr: 3.498e-01, eta: 3 days, 20:05:04, time: 1.750, data_time: 0.006, memory: 9063, top1_acc: 0.3291, top5_acc: 0.5832, loss_cls: 3.0774, loss: 3.0774, grad_norm: 1.1385 2020-08-04 19:18:24,453 - mmaction - INFO - Epoch [60][320/940] lr: 3.498e-01, eta: 3 days, 20:03:52, time: 1.725, data_time: 0.005, memory: 9063, top1_acc: 0.3268, top5_acc: 0.5869, loss_cls: 3.0855, loss: 3.0855, grad_norm: 1.1686 2020-08-04 19:18:58,614 - mmaction - INFO - Epoch [60][340/940] lr: 3.498e-01, eta: 3 days, 20:02:34, time: 1.713, data_time: 0.009, memory: 9063, top1_acc: 0.3229, top5_acc: 0.5826, loss_cls: 3.0882, loss: 3.0882, grad_norm: 1.1699 2020-08-04 19:19:32,668 - mmaction - INFO - Epoch [60][360/940] lr: 3.498e-01, eta: 3 days, 20:01:10, time: 1.704, data_time: 0.003, memory: 9063, top1_acc: 0.3309, top5_acc: 0.5891, loss_cls: 3.0700, loss: 3.0700, grad_norm: 1.1882 2020-08-04 19:20:06,276 - mmaction - INFO - Epoch [60][380/940] lr: 3.498e-01, eta: 3 days, 19:59:35, time: 1.681, data_time: 0.007, memory: 9063, top1_acc: 0.3244, top5_acc: 0.5758, loss_cls: 3.1065, loss: 3.1065, grad_norm: 1.1507 2020-08-04 19:20:40,157 - mmaction - INFO - Epoch [60][400/940] lr: 3.498e-01, eta: 3 days, 19:58:07, time: 1.694, data_time: 0.002, memory: 9063, top1_acc: 0.3305, top5_acc: 0.5793, loss_cls: 3.1065, loss: 3.1065, grad_norm: 1.1732 2020-08-04 19:21:16,144 - mmaction - INFO - Epoch [60][420/940] lr: 3.498e-01, eta: 3 days, 19:57:33, time: 1.795, data_time: 0.006, memory: 9063, top1_acc: 0.3170, top5_acc: 0.5619, loss_cls: 3.1659, loss: 3.1659, grad_norm: 1.1843 2020-08-04 19:21:50,117 - mmaction - INFO - Epoch [60][440/940] lr: 3.498e-01, eta: 3 days, 19:56:10, time: 1.703, data_time: 0.007, memory: 9063, top1_acc: 0.3232, top5_acc: 0.5818, loss_cls: 3.1038, loss: 3.1038, grad_norm: 1.1559 2020-08-04 19:22:22,878 - mmaction - INFO - Epoch [60][460/940] lr: 3.498e-01, eta: 3 days, 19:54:13, time: 1.637, data_time: 0.007, memory: 9063, top1_acc: 0.3252, top5_acc: 0.5736, loss_cls: 3.0861, loss: 3.0861, grad_norm: 1.1778 2020-08-04 19:22:57,651 - mmaction - INFO - Epoch [60][480/940] lr: 3.498e-01, eta: 3 days, 19:53:11, time: 1.740, data_time: 0.007, memory: 9063, top1_acc: 0.3078, top5_acc: 0.5627, loss_cls: 3.1613, loss: 3.1613, grad_norm: 1.1634 2020-08-04 19:23:32,570 - mmaction - INFO - Epoch [60][500/940] lr: 3.498e-01, eta: 3 days, 19:52:12, time: 1.746, data_time: 0.003, memory: 9063, top1_acc: 0.3283, top5_acc: 0.5820, loss_cls: 3.0607, loss: 3.0607, grad_norm: 1.1722 2020-08-04 19:24:05,871 - mmaction - INFO - Epoch [60][520/940] lr: 3.498e-01, eta: 3 days, 19:50:29, time: 1.663, data_time: 0.005, memory: 9063, top1_acc: 0.3234, top5_acc: 0.5791, loss_cls: 3.1069, loss: 3.1069, grad_norm: 1.1638 2020-08-04 19:24:39,819 - mmaction - INFO - Epoch [60][540/940] lr: 3.498e-01, eta: 3 days, 19:49:04, time: 1.695, data_time: 0.006, memory: 9063, top1_acc: 0.3324, top5_acc: 0.5791, loss_cls: 3.0750, loss: 3.0750, grad_norm: 1.1865 2020-08-04 19:25:13,132 - mmaction - INFO - Epoch [60][560/940] lr: 3.498e-01, eta: 3 days, 19:47:24, time: 1.665, data_time: 0.008, memory: 9063, top1_acc: 0.3320, top5_acc: 0.5861, loss_cls: 3.0766, loss: 3.0766, grad_norm: 1.1553 2020-08-04 19:25:49,078 - mmaction - INFO - Epoch [60][580/940] lr: 3.498e-01, eta: 3 days, 19:46:54, time: 1.802, data_time: 0.007, memory: 9063, top1_acc: 0.3230, top5_acc: 0.5762, loss_cls: 3.1315, loss: 3.1315, grad_norm: 1.1576 2020-08-04 19:26:22,762 - mmaction - INFO - Epoch [60][600/940] lr: 3.498e-01, eta: 3 days, 19:45:20, time: 1.677, data_time: 0.004, memory: 9063, top1_acc: 0.3174, top5_acc: 0.5771, loss_cls: 3.1154, loss: 3.1154, grad_norm: 1.1691 2020-08-04 19:26:55,799 - mmaction - INFO - Epoch [60][620/940] lr: 3.498e-01, eta: 3 days, 19:43:37, time: 1.658, data_time: 0.009, memory: 9063, top1_acc: 0.3242, top5_acc: 0.5824, loss_cls: 3.0857, loss: 3.0857, grad_norm: 1.1827 2020-08-04 19:27:30,132 - mmaction - INFO - Epoch [60][640/940] lr: 3.498e-01, eta: 3 days, 19:42:23, time: 1.713, data_time: 0.008, memory: 9063, top1_acc: 0.3217, top5_acc: 0.5771, loss_cls: 3.1123, loss: 3.1123, grad_norm: 1.1692 2020-08-04 19:28:04,160 - mmaction - INFO - Epoch [60][660/940] lr: 3.498e-01, eta: 3 days, 19:41:02, time: 1.702, data_time: 0.007, memory: 9063, top1_acc: 0.3307, top5_acc: 0.5842, loss_cls: 3.0507, loss: 3.0507, grad_norm: 1.1671 2020-08-04 19:28:37,990 - mmaction - INFO - Epoch [60][680/940] lr: 3.498e-01, eta: 3 days, 19:39:36, time: 1.689, data_time: 0.009, memory: 9063, top1_acc: 0.3256, top5_acc: 0.5771, loss_cls: 3.0856, loss: 3.0856, grad_norm: 1.1912 2020-08-04 19:29:11,008 - mmaction - INFO - Epoch [60][700/940] lr: 3.498e-01, eta: 3 days, 19:37:53, time: 1.656, data_time: 0.009, memory: 9063, top1_acc: 0.3172, top5_acc: 0.5645, loss_cls: 3.1352, loss: 3.1352, grad_norm: 1.1692 2020-08-04 19:29:45,397 - mmaction - INFO - Epoch [60][720/940] lr: 3.498e-01, eta: 3 days, 19:36:42, time: 1.719, data_time: 0.006, memory: 9063, top1_acc: 0.3289, top5_acc: 0.5809, loss_cls: 3.0895, loss: 3.0895, grad_norm: 1.1610 2020-08-04 19:30:21,663 - mmaction - INFO - Epoch [60][740/940] lr: 3.498e-01, eta: 3 days, 19:36:19, time: 1.812, data_time: 0.006, memory: 9063, top1_acc: 0.3393, top5_acc: 0.5848, loss_cls: 3.0706, loss: 3.0706, grad_norm: 1.1548 2020-08-04 19:30:56,057 - mmaction - INFO - Epoch [60][760/940] lr: 3.498e-01, eta: 3 days, 19:35:10, time: 1.721, data_time: 0.008, memory: 9063, top1_acc: 0.3182, top5_acc: 0.5596, loss_cls: 3.1305, loss: 3.1305, grad_norm: 1.1735 2020-08-04 19:31:28,056 - mmaction - INFO - Epoch [60][780/940] lr: 3.498e-01, eta: 3 days, 19:32:59, time: 1.599, data_time: 0.005, memory: 9063, top1_acc: 0.3141, top5_acc: 0.5680, loss_cls: 3.1483, loss: 3.1483, grad_norm: 1.1598 2020-08-04 19:32:00,269 - mmaction - INFO - Epoch [60][800/940] lr: 3.498e-01, eta: 3 days, 19:30:55, time: 1.610, data_time: 0.005, memory: 9063, top1_acc: 0.3283, top5_acc: 0.5785, loss_cls: 3.0943, loss: 3.0943, grad_norm: 1.1559 2020-08-04 19:32:34,650 - mmaction - INFO - Epoch [60][820/940] lr: 3.498e-01, eta: 3 days, 19:29:46, time: 1.721, data_time: 0.006, memory: 9063, top1_acc: 0.3098, top5_acc: 0.5602, loss_cls: 3.1831, loss: 3.1831, grad_norm: 1.2147 2020-08-04 19:33:06,286 - mmaction - INFO - Epoch [60][840/940] lr: 3.498e-01, eta: 3 days, 19:27:29, time: 1.582, data_time: 0.002, memory: 9063, top1_acc: 0.3252, top5_acc: 0.5762, loss_cls: 3.1233, loss: 3.1233, grad_norm: 1.1599 2020-08-04 19:33:39,806 - mmaction - INFO - Epoch [60][860/940] lr: 3.498e-01, eta: 3 days, 19:25:58, time: 1.674, data_time: 0.005, memory: 9063, top1_acc: 0.3305, top5_acc: 0.5721, loss_cls: 3.1325, loss: 3.1325, grad_norm: 1.1780 2020-08-04 19:34:13,932 - mmaction - INFO - Epoch [60][880/940] lr: 3.498e-01, eta: 3 days, 19:24:44, time: 1.708, data_time: 0.006, memory: 9063, top1_acc: 0.3250, top5_acc: 0.5744, loss_cls: 3.1132, loss: 3.1132, grad_norm: 1.1732 2020-08-04 19:34:48,908 - mmaction - INFO - Epoch [60][900/940] lr: 3.498e-01, eta: 3 days, 19:23:49, time: 1.748, data_time: 0.005, memory: 9063, top1_acc: 0.3168, top5_acc: 0.5652, loss_cls: 3.1551, loss: 3.1551, grad_norm: 1.1538 2020-08-04 19:35:24,286 - mmaction - INFO - Epoch [60][920/940] lr: 3.498e-01, eta: 3 days, 19:23:03, time: 1.764, data_time: 0.004, memory: 9063, top1_acc: 0.3240, top5_acc: 0.5807, loss_cls: 3.1092, loss: 3.1092, grad_norm: 1.1634 2020-08-04 19:35:55,735 - mmaction - INFO - Epoch [60][940/940] lr: 3.498e-01, eta: 3 days, 19:20:45, time: 1.576, data_time: 0.008, memory: 9063, top1_acc: 0.3218, top5_acc: 0.5617, loss_cls: 3.1591, loss: 3.1591, grad_norm: 1.1896 2020-08-04 19:35:56,008 - mmaction - INFO - Saving checkpoint at 60 epochs 2020-08-04 19:36:35,256 - mmaction - INFO - Epoch [61][20/940] lr: 3.482e-01, eta: 3 days, 19:20:37, time: 1.842, data_time: 0.362, memory: 9063, top1_acc: 0.3158, top5_acc: 0.5832, loss_cls: 3.0955, loss: 3.0955, grad_norm: 1.1731 2020-08-04 19:37:07,430 - mmaction - INFO - Epoch [61][40/940] lr: 3.482e-01, eta: 3 days, 19:18:34, time: 1.606, data_time: 0.005, memory: 9063, top1_acc: 0.3328, top5_acc: 0.5754, loss_cls: 3.0831, loss: 3.0831, grad_norm: 1.1628 2020-08-04 19:37:41,510 - mmaction - INFO - Epoch [61][60/940] lr: 3.482e-01, eta: 3 days, 19:17:20, time: 1.706, data_time: 0.006, memory: 9063, top1_acc: 0.3240, top5_acc: 0.5723, loss_cls: 3.1230, loss: 3.1230, grad_norm: 1.1833 2020-08-04 19:38:15,467 - mmaction - INFO - Epoch [61][80/940] lr: 3.482e-01, eta: 3 days, 19:16:01, time: 1.694, data_time: 0.005, memory: 9063, top1_acc: 0.3334, top5_acc: 0.5727, loss_cls: 3.1005, loss: 3.1005, grad_norm: 1.1391 2020-08-04 19:38:48,696 - mmaction - INFO - Epoch [61][100/940] lr: 3.482e-01, eta: 3 days, 19:14:27, time: 1.664, data_time: 0.007, memory: 9063, top1_acc: 0.3252, top5_acc: 0.5854, loss_cls: 3.0840, loss: 3.0840, grad_norm: 1.1756 2020-08-04 19:39:22,738 - mmaction - INFO - Epoch [61][120/940] lr: 3.482e-01, eta: 3 days, 19:13:13, time: 1.703, data_time: 0.005, memory: 9063, top1_acc: 0.3271, top5_acc: 0.5783, loss_cls: 3.0836, loss: 3.0836, grad_norm: 1.1719 2020-08-04 19:39:55,457 - mmaction - INFO - Epoch [61][140/940] lr: 3.482e-01, eta: 3 days, 19:11:26, time: 1.636, data_time: 0.005, memory: 9063, top1_acc: 0.3227, top5_acc: 0.5771, loss_cls: 3.0969, loss: 3.0969, grad_norm: 1.1637 2020-08-04 19:40:29,197 - mmaction - INFO - Epoch [61][160/940] lr: 3.482e-01, eta: 3 days, 19:10:02, time: 1.683, data_time: 0.003, memory: 9063, top1_acc: 0.3441, top5_acc: 0.5879, loss_cls: 3.0544, loss: 3.0544, grad_norm: 1.1630 2020-08-04 19:41:03,043 - mmaction - INFO - Epoch [61][180/940] lr: 3.482e-01, eta: 3 days, 19:08:45, time: 1.697, data_time: 0.007, memory: 9063, top1_acc: 0.3320, top5_acc: 0.5748, loss_cls: 3.0930, loss: 3.0930, grad_norm: 1.2003 2020-08-04 19:41:36,965 - mmaction - INFO - Epoch [61][200/940] lr: 3.482e-01, eta: 3 days, 19:07:27, time: 1.692, data_time: 0.004, memory: 9063, top1_acc: 0.3338, top5_acc: 0.5811, loss_cls: 3.0901, loss: 3.0901, grad_norm: 1.1824 2020-08-04 19:42:11,128 - mmaction - INFO - Epoch [61][220/940] lr: 3.482e-01, eta: 3 days, 19:06:17, time: 1.712, data_time: 0.006, memory: 9063, top1_acc: 0.3242, top5_acc: 0.5848, loss_cls: 3.0984, loss: 3.0984, grad_norm: 1.1673 2020-08-04 19:42:44,230 - mmaction - INFO - Epoch [61][240/940] lr: 3.482e-01, eta: 3 days, 19:04:41, time: 1.653, data_time: 0.005, memory: 9063, top1_acc: 0.3303, top5_acc: 0.5785, loss_cls: 3.0733, loss: 3.0733, grad_norm: 1.1707 2020-08-04 19:43:18,482 - mmaction - INFO - Epoch [61][260/940] lr: 3.482e-01, eta: 3 days, 19:03:33, time: 1.714, data_time: 0.006, memory: 9063, top1_acc: 0.3381, top5_acc: 0.5877, loss_cls: 3.0513, loss: 3.0513, grad_norm: 1.1552 2020-08-04 19:43:52,084 - mmaction - INFO - Epoch [61][280/940] lr: 3.482e-01, eta: 3 days, 19:02:08, time: 1.678, data_time: 0.005, memory: 9063, top1_acc: 0.3195, top5_acc: 0.5662, loss_cls: 3.1515, loss: 3.1515, grad_norm: 1.1658 2020-08-04 19:44:23,884 - mmaction - INFO - Epoch [61][300/940] lr: 3.482e-01, eta: 3 days, 19:00:03, time: 1.592, data_time: 0.006, memory: 9063, top1_acc: 0.3275, top5_acc: 0.5818, loss_cls: 3.0649, loss: 3.0649, grad_norm: 1.1643 2020-08-04 19:44:57,987 - mmaction - INFO - Epoch [61][320/940] lr: 3.482e-01, eta: 3 days, 18:58:51, time: 1.703, data_time: 0.005, memory: 9063, top1_acc: 0.3363, top5_acc: 0.5928, loss_cls: 3.0378, loss: 3.0378, grad_norm: 1.1888 2020-08-04 19:45:32,353 - mmaction - INFO - Epoch [61][340/940] lr: 3.482e-01, eta: 3 days, 18:57:47, time: 1.720, data_time: 0.008, memory: 9063, top1_acc: 0.3186, top5_acc: 0.5754, loss_cls: 3.1309, loss: 3.1309, grad_norm: 1.1923 2020-08-04 19:46:06,753 - mmaction - INFO - Epoch [61][360/940] lr: 3.482e-01, eta: 3 days, 18:56:42, time: 1.718, data_time: 0.009, memory: 9063, top1_acc: 0.3215, top5_acc: 0.5723, loss_cls: 3.1362, loss: 3.1362, grad_norm: 1.1826 2020-08-04 19:46:41,515 - mmaction - INFO - Epoch [61][380/940] lr: 3.482e-01, eta: 3 days, 18:55:48, time: 1.741, data_time: 0.007, memory: 9063, top1_acc: 0.3238, top5_acc: 0.5687, loss_cls: 3.1439, loss: 3.1439, grad_norm: 1.1659 2020-08-04 19:47:14,467 - mmaction - INFO - Epoch [61][400/940] lr: 3.482e-01, eta: 3 days, 18:54:10, time: 1.646, data_time: 0.006, memory: 9063, top1_acc: 0.3291, top5_acc: 0.5748, loss_cls: 3.1076, loss: 3.1076, grad_norm: 1.1493 2020-08-04 19:47:47,312 - mmaction - INFO - Epoch [61][420/940] lr: 3.482e-01, eta: 3 days, 18:52:31, time: 1.644, data_time: 0.005, memory: 9063, top1_acc: 0.3162, top5_acc: 0.5672, loss_cls: 3.1430, loss: 3.1430, grad_norm: 1.1692 2020-08-04 19:48:20,453 - mmaction - INFO - Epoch [61][440/940] lr: 3.482e-01, eta: 3 days, 18:50:58, time: 1.655, data_time: 0.007, memory: 9063, top1_acc: 0.3256, top5_acc: 0.5855, loss_cls: 3.0791, loss: 3.0791, grad_norm: 1.1725 2020-08-04 19:48:53,630 - mmaction - INFO - Epoch [61][460/940] lr: 3.482e-01, eta: 3 days, 18:49:28, time: 1.661, data_time: 0.006, memory: 9063, top1_acc: 0.3332, top5_acc: 0.5867, loss_cls: 3.0576, loss: 3.0576, grad_norm: 1.1864 2020-08-04 19:49:27,355 - mmaction - INFO - Epoch [61][480/940] lr: 3.482e-01, eta: 3 days, 18:48:10, time: 1.687, data_time: 0.002, memory: 9063, top1_acc: 0.3195, top5_acc: 0.5746, loss_cls: 3.1498, loss: 3.1498, grad_norm: 1.1648 2020-08-04 19:50:00,616 - mmaction - INFO - Epoch [61][500/940] lr: 3.482e-01, eta: 3 days, 18:46:40, time: 1.660, data_time: 0.004, memory: 9063, top1_acc: 0.3145, top5_acc: 0.5732, loss_cls: 3.1157, loss: 3.1157, grad_norm: 1.1832 2020-08-04 19:50:34,256 - mmaction - INFO - Epoch [61][520/940] lr: 3.482e-01, eta: 3 days, 18:45:21, time: 1.683, data_time: 0.007, memory: 9063, top1_acc: 0.3334, top5_acc: 0.5877, loss_cls: 3.0615, loss: 3.0615, grad_norm: 1.1900 2020-08-04 19:51:07,322 - mmaction - INFO - Epoch [61][540/940] lr: 3.482e-01, eta: 3 days, 18:43:47, time: 1.651, data_time: 0.007, memory: 9063, top1_acc: 0.3236, top5_acc: 0.5773, loss_cls: 3.1264, loss: 3.1264, grad_norm: 1.1715 2020-08-04 19:51:41,516 - mmaction - INFO - Epoch [61][560/940] lr: 3.482e-01, eta: 3 days, 18:42:40, time: 1.710, data_time: 0.007, memory: 9063, top1_acc: 0.3334, top5_acc: 0.5850, loss_cls: 3.0804, loss: 3.0804, grad_norm: 1.1748 2020-08-04 19:52:14,559 - mmaction - INFO - Epoch [61][580/940] lr: 3.482e-01, eta: 3 days, 18:41:09, time: 1.655, data_time: 0.009, memory: 9063, top1_acc: 0.3301, top5_acc: 0.5746, loss_cls: 3.1082, loss: 3.1082, grad_norm: 1.1720 2020-08-04 19:52:47,270 - mmaction - INFO - Epoch [61][600/940] lr: 3.482e-01, eta: 3 days, 18:39:28, time: 1.634, data_time: 0.006, memory: 9063, top1_acc: 0.3088, top5_acc: 0.5510, loss_cls: 3.2031, loss: 3.2031, grad_norm: 1.1878 2020-08-04 19:53:21,987 - mmaction - INFO - Epoch [61][620/940] lr: 3.482e-01, eta: 3 days, 18:38:35, time: 1.737, data_time: 0.009, memory: 9063, top1_acc: 0.3322, top5_acc: 0.5787, loss_cls: 3.0735, loss: 3.0735, grad_norm: 1.1693 2020-08-04 19:53:55,504 - mmaction - INFO - Epoch [61][640/940] lr: 3.482e-01, eta: 3 days, 18:37:14, time: 1.677, data_time: 0.008, memory: 9063, top1_acc: 0.3197, top5_acc: 0.5678, loss_cls: 3.1347, loss: 3.1347, grad_norm: 1.1810 2020-08-04 19:54:28,198 - mmaction - INFO - Epoch [61][660/940] lr: 3.482e-01, eta: 3 days, 18:35:32, time: 1.629, data_time: 0.007, memory: 9063, top1_acc: 0.3150, top5_acc: 0.5641, loss_cls: 3.1673, loss: 3.1673, grad_norm: 1.1618 2020-08-04 19:55:02,288 - mmaction - INFO - Epoch [61][680/940] lr: 3.482e-01, eta: 3 days, 18:34:27, time: 1.710, data_time: 0.009, memory: 9063, top1_acc: 0.3125, top5_acc: 0.5736, loss_cls: 3.1069, loss: 3.1069, grad_norm: 1.1789 2020-08-04 19:55:34,946 - mmaction - INFO - Epoch [61][700/940] lr: 3.482e-01, eta: 3 days, 18:32:48, time: 1.634, data_time: 0.005, memory: 9063, top1_acc: 0.3277, top5_acc: 0.5779, loss_cls: 3.1072, loss: 3.1072, grad_norm: 1.1668 2020-08-04 19:56:09,329 - mmaction - INFO - Epoch [61][720/940] lr: 3.482e-01, eta: 3 days, 18:31:46, time: 1.717, data_time: 0.007, memory: 9063, top1_acc: 0.3201, top5_acc: 0.5725, loss_cls: 3.1049, loss: 3.1049, grad_norm: 1.2000 2020-08-04 19:56:43,107 - mmaction - INFO - Epoch [61][740/940] lr: 3.482e-01, eta: 3 days, 18:30:32, time: 1.691, data_time: 0.006, memory: 9063, top1_acc: 0.3367, top5_acc: 0.5955, loss_cls: 3.0487, loss: 3.0487, grad_norm: 1.1942 2020-08-04 19:57:18,549 - mmaction - INFO - Epoch [61][760/940] lr: 3.482e-01, eta: 3 days, 18:29:53, time: 1.768, data_time: 0.009, memory: 9063, top1_acc: 0.3201, top5_acc: 0.5793, loss_cls: 3.1147, loss: 3.1147, grad_norm: 1.1561 2020-08-04 19:57:51,393 - mmaction - INFO - Epoch [61][780/940] lr: 3.482e-01, eta: 3 days, 18:28:21, time: 1.647, data_time: 0.008, memory: 9063, top1_acc: 0.3236, top5_acc: 0.5848, loss_cls: 3.0748, loss: 3.0748, grad_norm: 1.1816 2020-08-04 19:58:25,809 - mmaction - INFO - Epoch [61][800/940] lr: 3.482e-01, eta: 3 days, 18:27:21, time: 1.721, data_time: 0.002, memory: 9063, top1_acc: 0.3215, top5_acc: 0.5775, loss_cls: 3.1214, loss: 3.1214, grad_norm: 1.1765 2020-08-04 19:59:00,033 - mmaction - INFO - Epoch [61][820/940] lr: 3.482e-01, eta: 3 days, 18:26:17, time: 1.710, data_time: 0.005, memory: 9063, top1_acc: 0.3312, top5_acc: 0.5773, loss_cls: 3.1012, loss: 3.1012, grad_norm: 1.1495 2020-08-04 19:59:34,290 - mmaction - INFO - Epoch [61][840/940] lr: 3.482e-01, eta: 3 days, 18:25:15, time: 1.715, data_time: 0.006, memory: 9063, top1_acc: 0.3205, top5_acc: 0.5684, loss_cls: 3.1494, loss: 3.1494, grad_norm: 1.1647 2020-08-04 20:00:14,047 - mmaction - INFO - Epoch [61][860/940] lr: 3.482e-01, eta: 3 days, 18:26:10, time: 1.981, data_time: 0.004, memory: 9063, top1_acc: 0.3229, top5_acc: 0.5754, loss_cls: 3.1011, loss: 3.1011, grad_norm: 1.1677 2020-08-04 20:00:42,690 - mmaction - INFO - Epoch [61][880/940] lr: 3.482e-01, eta: 3 days, 18:23:05, time: 1.434, data_time: 0.016, memory: 9063, top1_acc: 0.3223, top5_acc: 0.5773, loss_cls: 3.1192, loss: 3.1192, grad_norm: 1.1445 2020-08-04 20:01:15,144 - mmaction - INFO - Epoch [61][900/940] lr: 3.482e-01, eta: 3 days, 18:21:25, time: 1.626, data_time: 0.009, memory: 9063, top1_acc: 0.3258, top5_acc: 0.5756, loss_cls: 3.1142, loss: 3.1142, grad_norm: 1.1473 2020-08-04 20:01:49,177 - mmaction - INFO - Epoch [61][920/940] lr: 3.482e-01, eta: 3 days, 18:20:19, time: 1.703, data_time: 0.004, memory: 9063, top1_acc: 0.3334, top5_acc: 0.5795, loss_cls: 3.0911, loss: 3.0911, grad_norm: 1.1863 2020-08-04 20:02:19,091 - mmaction - INFO - Epoch [61][940/940] lr: 3.482e-01, eta: 3 days, 18:17:42, time: 1.495, data_time: 0.008, memory: 9063, top1_acc: 0.3214, top5_acc: 0.5728, loss_cls: 3.1520, loss: 3.1520, grad_norm: 1.1692 2020-08-04 20:03:03,591 - mmaction - INFO - Epoch [62][20/940] lr: 3.465e-01, eta: 3 days, 18:20:12, time: 2.203, data_time: 0.557, memory: 9063, top1_acc: 0.3361, top5_acc: 0.5828, loss_cls: 3.0658, loss: 3.0658, grad_norm: 1.1842 2020-08-04 20:03:36,375 - mmaction - INFO - Epoch [62][40/940] lr: 3.465e-01, eta: 3 days, 18:18:40, time: 1.641, data_time: 0.007, memory: 9063, top1_acc: 0.3264, top5_acc: 0.5678, loss_cls: 3.1513, loss: 3.1513, grad_norm: 1.1662 2020-08-04 20:04:09,751 - mmaction - INFO - Epoch [62][60/940] lr: 3.465e-01, eta: 3 days, 18:17:18, time: 1.667, data_time: 0.006, memory: 9063, top1_acc: 0.3197, top5_acc: 0.5787, loss_cls: 3.1089, loss: 3.1089, grad_norm: 1.1646 2020-08-04 20:04:43,469 - mmaction - INFO - Epoch [62][80/940] lr: 3.465e-01, eta: 3 days, 18:16:06, time: 1.688, data_time: 0.006, memory: 9063, top1_acc: 0.3254, top5_acc: 0.5873, loss_cls: 3.0607, loss: 3.0607, grad_norm: 1.1559 2020-08-04 20:05:17,616 - mmaction - INFO - Epoch [62][100/940] lr: 3.465e-01, eta: 3 days, 18:15:00, time: 1.703, data_time: 0.005, memory: 9063, top1_acc: 0.3203, top5_acc: 0.5752, loss_cls: 3.1251, loss: 3.1251, grad_norm: 1.1807 2020-08-04 20:05:51,308 - mmaction - INFO - Epoch [62][120/940] lr: 3.465e-01, eta: 3 days, 18:13:46, time: 1.684, data_time: 0.007, memory: 9063, top1_acc: 0.3221, top5_acc: 0.5738, loss_cls: 3.0847, loss: 3.0847, grad_norm: 1.1666 2020-08-04 20:06:24,282 - mmaction - INFO - Epoch [62][140/940] lr: 3.465e-01, eta: 3 days, 18:12:19, time: 1.652, data_time: 0.010, memory: 9063, top1_acc: 0.3359, top5_acc: 0.5852, loss_cls: 3.0889, loss: 3.0889, grad_norm: 1.1861 2020-08-04 20:06:58,358 - mmaction - INFO - Epoch [62][160/940] lr: 3.465e-01, eta: 3 days, 18:11:13, time: 1.700, data_time: 0.006, memory: 9063, top1_acc: 0.3316, top5_acc: 0.5826, loss_cls: 3.0761, loss: 3.0761, grad_norm: 1.1687 2020-08-04 20:07:32,343 - mmaction - INFO - Epoch [62][180/940] lr: 3.465e-01, eta: 3 days, 18:10:08, time: 1.705, data_time: 0.008, memory: 9063, top1_acc: 0.3184, top5_acc: 0.5869, loss_cls: 3.0752, loss: 3.0752, grad_norm: 1.1776 2020-08-04 20:08:05,501 - mmaction - INFO - Epoch [62][200/940] lr: 3.465e-01, eta: 3 days, 18:08:43, time: 1.655, data_time: 0.006, memory: 9063, top1_acc: 0.3377, top5_acc: 0.5914, loss_cls: 3.0260, loss: 3.0260, grad_norm: 1.1565 2020-08-04 20:08:40,180 - mmaction - INFO - Epoch [62][220/940] lr: 3.465e-01, eta: 3 days, 18:07:53, time: 1.737, data_time: 0.007, memory: 9063, top1_acc: 0.3266, top5_acc: 0.5922, loss_cls: 3.0701, loss: 3.0701, grad_norm: 1.1816 2020-08-04 20:09:13,387 - mmaction - INFO - Epoch [62][240/940] lr: 3.465e-01, eta: 3 days, 18:06:27, time: 1.653, data_time: 0.002, memory: 9063, top1_acc: 0.3230, top5_acc: 0.5768, loss_cls: 3.1035, loss: 3.1035, grad_norm: 1.1993 2020-08-04 20:09:46,398 - mmaction - INFO - Epoch [62][260/940] lr: 3.465e-01, eta: 3 days, 18:05:03, time: 1.656, data_time: 0.011, memory: 9063, top1_acc: 0.3252, top5_acc: 0.5789, loss_cls: 3.1047, loss: 3.1047, grad_norm: 1.1598 2020-08-04 20:10:20,254 - mmaction - INFO - Epoch [62][280/940] lr: 3.465e-01, eta: 3 days, 18:03:54, time: 1.692, data_time: 0.005, memory: 9063, top1_acc: 0.3275, top5_acc: 0.5814, loss_cls: 3.0885, loss: 3.0885, grad_norm: 1.1750 2020-08-04 20:10:53,336 - mmaction - INFO - Epoch [62][300/940] lr: 3.465e-01, eta: 3 days, 18:02:31, time: 1.656, data_time: 0.006, memory: 9063, top1_acc: 0.3344, top5_acc: 0.5895, loss_cls: 3.0582, loss: 3.0582, grad_norm: 1.1580 2020-08-04 20:11:27,715 - mmaction - INFO - Epoch [62][320/940] lr: 3.465e-01, eta: 3 days, 18:01:31, time: 1.714, data_time: 0.008, memory: 9063, top1_acc: 0.3414, top5_acc: 0.5867, loss_cls: 3.0495, loss: 3.0495, grad_norm: 1.1500 2020-08-04 20:11:59,010 - mmaction - INFO - Epoch [62][340/940] lr: 3.465e-01, eta: 3 days, 17:59:32, time: 1.569, data_time: 0.007, memory: 9063, top1_acc: 0.3359, top5_acc: 0.5818, loss_cls: 3.0794, loss: 3.0794, grad_norm: 1.1710 2020-08-04 20:12:31,725 - mmaction - INFO - Epoch [62][360/940] lr: 3.465e-01, eta: 3 days, 17:58:00, time: 1.635, data_time: 0.007, memory: 9063, top1_acc: 0.3227, top5_acc: 0.5625, loss_cls: 3.1448, loss: 3.1448, grad_norm: 1.1853 2020-08-04 20:13:05,217 - mmaction - INFO - Epoch [62][380/940] lr: 3.465e-01, eta: 3 days, 17:56:44, time: 1.673, data_time: 0.005, memory: 9063, top1_acc: 0.3266, top5_acc: 0.5844, loss_cls: 3.0686, loss: 3.0686, grad_norm: 1.1640 2020-08-04 20:13:39,536 - mmaction - INFO - Epoch [62][400/940] lr: 3.465e-01, eta: 3 days, 17:55:47, time: 1.717, data_time: 0.008, memory: 9063, top1_acc: 0.3383, top5_acc: 0.5908, loss_cls: 3.0476, loss: 3.0476, grad_norm: 1.1575 2020-08-04 20:14:12,712 - mmaction - INFO - Epoch [62][420/940] lr: 3.465e-01, eta: 3 days, 17:54:26, time: 1.660, data_time: 0.006, memory: 9063, top1_acc: 0.3236, top5_acc: 0.5799, loss_cls: 3.0973, loss: 3.0973, grad_norm: 1.2103 2020-08-04 20:14:45,924 - mmaction - INFO - Epoch [62][440/940] lr: 3.465e-01, eta: 3 days, 17:53:06, time: 1.659, data_time: 0.005, memory: 9063, top1_acc: 0.3441, top5_acc: 0.5891, loss_cls: 3.0214, loss: 3.0214, grad_norm: 1.1777 2020-08-04 20:15:19,594 - mmaction - INFO - Epoch [62][460/940] lr: 3.465e-01, eta: 3 days, 17:51:55, time: 1.683, data_time: 0.005, memory: 9063, top1_acc: 0.3311, top5_acc: 0.5719, loss_cls: 3.1064, loss: 3.1064, grad_norm: 1.1744 2020-08-04 20:15:52,992 - mmaction - INFO - Epoch [62][480/940] lr: 3.465e-01, eta: 3 days, 17:50:39, time: 1.672, data_time: 0.007, memory: 9063, top1_acc: 0.3182, top5_acc: 0.5713, loss_cls: 3.1193, loss: 3.1193, grad_norm: 1.1686 2020-08-04 20:16:24,163 - mmaction - INFO - Epoch [62][500/940] lr: 3.465e-01, eta: 3 days, 17:48:38, time: 1.557, data_time: 0.006, memory: 9063, top1_acc: 0.3223, top5_acc: 0.5764, loss_cls: 3.1276, loss: 3.1276, grad_norm: 1.1880 2020-08-04 20:16:57,592 - mmaction - INFO - Epoch [62][520/940] lr: 3.465e-01, eta: 3 days, 17:47:23, time: 1.673, data_time: 0.005, memory: 9063, top1_acc: 0.3088, top5_acc: 0.5568, loss_cls: 3.1926, loss: 3.1926, grad_norm: 1.1798 2020-08-04 20:17:32,149 - mmaction - INFO - Epoch [62][540/940] lr: 3.465e-01, eta: 3 days, 17:46:31, time: 1.726, data_time: 0.005, memory: 9063, top1_acc: 0.3223, top5_acc: 0.5785, loss_cls: 3.1318, loss: 3.1318, grad_norm: 1.1910 2020-08-04 20:18:06,514 - mmaction - INFO - Epoch [62][560/940] lr: 3.465e-01, eta: 3 days, 17:45:36, time: 1.720, data_time: 0.006, memory: 9063, top1_acc: 0.3180, top5_acc: 0.5709, loss_cls: 3.1165, loss: 3.1165, grad_norm: 1.1901 2020-08-04 20:18:40,177 - mmaction - INFO - Epoch [62][580/940] lr: 3.465e-01, eta: 3 days, 17:44:24, time: 1.679, data_time: 0.007, memory: 9063, top1_acc: 0.3361, top5_acc: 0.5840, loss_cls: 3.0756, loss: 3.0756, grad_norm: 1.1532 2020-08-04 20:19:13,499 - mmaction - INFO - Epoch [62][600/940] lr: 3.465e-01, eta: 3 days, 17:43:09, time: 1.670, data_time: 0.006, memory: 9063, top1_acc: 0.3258, top5_acc: 0.5785, loss_cls: 3.1122, loss: 3.1122, grad_norm: 1.1855 2020-08-04 20:19:47,257 - mmaction - INFO - Epoch [62][620/940] lr: 3.465e-01, eta: 3 days, 17:42:01, time: 1.687, data_time: 0.006, memory: 9063, top1_acc: 0.3430, top5_acc: 0.5813, loss_cls: 3.0556, loss: 3.0556, grad_norm: 1.1789 2020-08-04 20:20:19,964 - mmaction - INFO - Epoch [62][640/940] lr: 3.465e-01, eta: 3 days, 17:40:31, time: 1.632, data_time: 0.005, memory: 9063, top1_acc: 0.3113, top5_acc: 0.5803, loss_cls: 3.1550, loss: 3.1550, grad_norm: 1.1723 2020-08-04 20:20:53,049 - mmaction - INFO - Epoch [62][660/940] lr: 3.465e-01, eta: 3 days, 17:39:12, time: 1.656, data_time: 0.008, memory: 9063, top1_acc: 0.3287, top5_acc: 0.5750, loss_cls: 3.1049, loss: 3.1049, grad_norm: 1.1728 2020-08-04 20:21:25,559 - mmaction - INFO - Epoch [62][680/940] lr: 3.465e-01, eta: 3 days, 17:37:40, time: 1.627, data_time: 0.008, memory: 9063, top1_acc: 0.3275, top5_acc: 0.5850, loss_cls: 3.0764, loss: 3.0764, grad_norm: 1.1724 2020-08-04 20:21:59,057 - mmaction - INFO - Epoch [62][700/940] lr: 3.465e-01, eta: 3 days, 17:36:28, time: 1.674, data_time: 0.005, memory: 9063, top1_acc: 0.3176, top5_acc: 0.5664, loss_cls: 3.1545, loss: 3.1545, grad_norm: 1.1704 2020-08-04 20:22:32,236 - mmaction - INFO - Epoch [62][720/940] lr: 3.465e-01, eta: 3 days, 17:35:11, time: 1.661, data_time: 0.007, memory: 9063, top1_acc: 0.3219, top5_acc: 0.5697, loss_cls: 3.0964, loss: 3.0964, grad_norm: 1.1789 2020-08-04 20:23:06,040 - mmaction - INFO - Epoch [62][740/940] lr: 3.465e-01, eta: 3 days, 17:34:04, time: 1.687, data_time: 0.008, memory: 9063, top1_acc: 0.3277, top5_acc: 0.5854, loss_cls: 3.0743, loss: 3.0743, grad_norm: 1.1853 2020-08-04 20:23:38,943 - mmaction - INFO - Epoch [62][760/940] lr: 3.465e-01, eta: 3 days, 17:32:42, time: 1.649, data_time: 0.007, memory: 9063, top1_acc: 0.3242, top5_acc: 0.5670, loss_cls: 3.1494, loss: 3.1494, grad_norm: 1.1769 2020-08-04 20:24:11,865 - mmaction - INFO - Epoch [62][780/940] lr: 3.465e-01, eta: 3 days, 17:31:18, time: 1.645, data_time: 0.007, memory: 9063, top1_acc: 0.3244, top5_acc: 0.5813, loss_cls: 3.1031, loss: 3.1031, grad_norm: 1.1692 2020-08-04 20:24:45,794 - mmaction - INFO - Epoch [62][800/940] lr: 3.465e-01, eta: 3 days, 17:30:17, time: 1.699, data_time: 0.006, memory: 9063, top1_acc: 0.3379, top5_acc: 0.5738, loss_cls: 3.0865, loss: 3.0865, grad_norm: 1.1733 2020-08-04 20:25:19,314 - mmaction - INFO - Epoch [62][820/940] lr: 3.465e-01, eta: 3 days, 17:29:03, time: 1.669, data_time: 0.004, memory: 9063, top1_acc: 0.3307, top5_acc: 0.5809, loss_cls: 3.0754, loss: 3.0754, grad_norm: 1.1851 2020-08-04 20:25:52,099 - mmaction - INFO - Epoch [62][840/940] lr: 3.465e-01, eta: 3 days, 17:27:41, time: 1.645, data_time: 0.009, memory: 9063, top1_acc: 0.3178, top5_acc: 0.5697, loss_cls: 3.1351, loss: 3.1351, grad_norm: 1.1815 2020-08-04 20:26:26,347 - mmaction - INFO - Epoch [62][860/940] lr: 3.465e-01, eta: 3 days, 17:26:44, time: 1.711, data_time: 0.005, memory: 9063, top1_acc: 0.3371, top5_acc: 0.5803, loss_cls: 3.0752, loss: 3.0752, grad_norm: 1.1597 2020-08-04 20:26:57,741 - mmaction - INFO - Epoch [62][880/940] lr: 3.465e-01, eta: 3 days, 17:24:54, time: 1.572, data_time: 0.007, memory: 9063, top1_acc: 0.3260, top5_acc: 0.5799, loss_cls: 3.1035, loss: 3.1035, grad_norm: 1.1781 2020-08-04 20:27:30,227 - mmaction - INFO - Epoch [62][900/940] lr: 3.465e-01, eta: 3 days, 17:23:21, time: 1.618, data_time: 0.007, memory: 9063, top1_acc: 0.3396, top5_acc: 0.5857, loss_cls: 3.0656, loss: 3.0656, grad_norm: 1.1547 2020-08-04 20:28:03,914 - mmaction - INFO - Epoch [62][920/940] lr: 3.465e-01, eta: 3 days, 17:22:17, time: 1.690, data_time: 0.008, memory: 9063, top1_acc: 0.3166, top5_acc: 0.5686, loss_cls: 3.1640, loss: 3.1640, grad_norm: 1.1801 2020-08-04 20:28:37,451 - mmaction - INFO - Epoch [62][940/940] lr: 3.465e-01, eta: 3 days, 17:21:07, time: 1.674, data_time: 0.007, memory: 9063, top1_acc: 0.3182, top5_acc: 0.5674, loss_cls: 3.1487, loss: 3.1487, grad_norm: 1.1563 2020-08-04 20:29:16,771 - mmaction - INFO - Epoch [63][20/940] lr: 3.448e-01, eta: 3 days, 17:21:44, time: 1.951, data_time: 0.457, memory: 9063, top1_acc: 0.3189, top5_acc: 0.5656, loss_cls: 3.1217, loss: 3.1217, grad_norm: 1.1927 2020-08-04 20:29:48,918 - mmaction - INFO - Epoch [63][40/940] lr: 3.448e-01, eta: 3 days, 17:20:09, time: 1.609, data_time: 0.006, memory: 9063, top1_acc: 0.3326, top5_acc: 0.5904, loss_cls: 3.0724, loss: 3.0724, grad_norm: 1.1724 2020-08-04 20:30:22,885 - mmaction - INFO - Epoch [63][60/940] lr: 3.448e-01, eta: 3 days, 17:19:08, time: 1.698, data_time: 0.006, memory: 9063, top1_acc: 0.3412, top5_acc: 0.5865, loss_cls: 3.0433, loss: 3.0433, grad_norm: 1.1863 2020-08-04 20:30:56,087 - mmaction - INFO - Epoch [63][80/940] lr: 3.448e-01, eta: 3 days, 17:17:52, time: 1.656, data_time: 0.003, memory: 9063, top1_acc: 0.3262, top5_acc: 0.5787, loss_cls: 3.0976, loss: 3.0976, grad_norm: 1.1956 2020-08-04 20:31:30,083 - mmaction - INFO - Epoch [63][100/940] lr: 3.448e-01, eta: 3 days, 17:16:52, time: 1.701, data_time: 0.010, memory: 9063, top1_acc: 0.3379, top5_acc: 0.5939, loss_cls: 3.0437, loss: 3.0437, grad_norm: 1.1763 2020-08-04 20:32:04,792 - mmaction - INFO - Epoch [63][120/940] lr: 3.448e-01, eta: 3 days, 17:16:07, time: 1.739, data_time: 0.006, memory: 9063, top1_acc: 0.3279, top5_acc: 0.5793, loss_cls: 3.0803, loss: 3.0803, grad_norm: 1.2107 2020-08-04 20:32:38,138 - mmaction - INFO - Epoch [63][140/940] lr: 3.448e-01, eta: 3 days, 17:14:55, time: 1.665, data_time: 0.005, memory: 9063, top1_acc: 0.3322, top5_acc: 0.5854, loss_cls: 3.0447, loss: 3.0447, grad_norm: 1.1616 2020-08-04 20:33:11,714 - mmaction - INFO - Epoch [63][160/940] lr: 3.448e-01, eta: 3 days, 17:13:47, time: 1.679, data_time: 0.007, memory: 9063, top1_acc: 0.3270, top5_acc: 0.5771, loss_cls: 3.0910, loss: 3.0910, grad_norm: 1.1919 2020-08-04 20:33:45,763 - mmaction - INFO - Epoch [63][180/940] lr: 3.448e-01, eta: 3 days, 17:12:50, time: 1.704, data_time: 0.007, memory: 9063, top1_acc: 0.3121, top5_acc: 0.5717, loss_cls: 3.1230, loss: 3.1230, grad_norm: 1.1550 2020-08-04 20:34:18,455 - mmaction - INFO - Epoch [63][200/940] lr: 3.448e-01, eta: 3 days, 17:11:25, time: 1.634, data_time: 0.006, memory: 9063, top1_acc: 0.3387, top5_acc: 0.5807, loss_cls: 3.0750, loss: 3.0750, grad_norm: 1.1772 2020-08-04 20:34:51,358 - mmaction - INFO - Epoch [63][220/940] lr: 3.448e-01, eta: 3 days, 17:10:06, time: 1.646, data_time: 0.006, memory: 9063, top1_acc: 0.3279, top5_acc: 0.5869, loss_cls: 3.0598, loss: 3.0598, grad_norm: 1.1558 2020-08-04 20:35:25,983 - mmaction - INFO - Epoch [63][240/940] lr: 3.448e-01, eta: 3 days, 17:09:18, time: 1.729, data_time: 0.006, memory: 9063, top1_acc: 0.3291, top5_acc: 0.5738, loss_cls: 3.1103, loss: 3.1103, grad_norm: 1.1911 2020-08-04 20:35:59,427 - mmaction - INFO - Epoch [63][260/940] lr: 3.448e-01, eta: 3 days, 17:08:10, time: 1.674, data_time: 0.006, memory: 9063, top1_acc: 0.3260, top5_acc: 0.5754, loss_cls: 3.1161, loss: 3.1161, grad_norm: 1.1936 2020-08-04 20:36:31,920 - mmaction - INFO - Epoch [63][280/940] lr: 3.448e-01, eta: 3 days, 17:06:42, time: 1.623, data_time: 0.005, memory: 9063, top1_acc: 0.3211, top5_acc: 0.5771, loss_cls: 3.1284, loss: 3.1284, grad_norm: 1.1988 2020-08-04 20:37:05,462 - mmaction - INFO - Epoch [63][300/940] lr: 3.448e-01, eta: 3 days, 17:05:36, time: 1.679, data_time: 0.007, memory: 9063, top1_acc: 0.3352, top5_acc: 0.5795, loss_cls: 3.0898, loss: 3.0898, grad_norm: 1.1631 2020-08-04 20:37:38,699 - mmaction - INFO - Epoch [63][320/940] lr: 3.448e-01, eta: 3 days, 17:04:22, time: 1.659, data_time: 0.004, memory: 9063, top1_acc: 0.3240, top5_acc: 0.5795, loss_cls: 3.0952, loss: 3.0952, grad_norm: 1.1748 2020-08-04 20:38:11,403 - mmaction - INFO - Epoch [63][340/940] lr: 3.448e-01, eta: 3 days, 17:03:00, time: 1.638, data_time: 0.007, memory: 9063, top1_acc: 0.3242, top5_acc: 0.5773, loss_cls: 3.0810, loss: 3.0810, grad_norm: 1.1711 2020-08-04 20:38:45,708 - mmaction - INFO - Epoch [63][360/940] lr: 3.448e-01, eta: 3 days, 17:02:07, time: 1.713, data_time: 0.005, memory: 9063, top1_acc: 0.3238, top5_acc: 0.5691, loss_cls: 3.1117, loss: 3.1117, grad_norm: 1.1745 2020-08-04 20:39:19,753 - mmaction - INFO - Epoch [63][380/940] lr: 3.448e-01, eta: 3 days, 17:01:11, time: 1.705, data_time: 0.005, memory: 9063, top1_acc: 0.3393, top5_acc: 0.5900, loss_cls: 3.0587, loss: 3.0587, grad_norm: 1.1592 2020-08-04 20:39:52,037 - mmaction - INFO - Epoch [63][400/940] lr: 3.448e-01, eta: 3 days, 16:59:41, time: 1.612, data_time: 0.004, memory: 9063, top1_acc: 0.3299, top5_acc: 0.5922, loss_cls: 3.0779, loss: 3.0779, grad_norm: 1.1913 2020-08-04 20:40:23,370 - mmaction - INFO - Epoch [63][420/940] lr: 3.448e-01, eta: 3 days, 16:57:53, time: 1.564, data_time: 0.006, memory: 9063, top1_acc: 0.3262, top5_acc: 0.5744, loss_cls: 3.1140, loss: 3.1140, grad_norm: 1.1740 2020-08-04 20:40:56,855 - mmaction - INFO - Epoch [63][440/940] lr: 3.448e-01, eta: 3 days, 16:56:47, time: 1.678, data_time: 0.007, memory: 9063, top1_acc: 0.3396, top5_acc: 0.5953, loss_cls: 3.0413, loss: 3.0413, grad_norm: 1.1717 2020-08-04 20:41:30,167 - mmaction - INFO - Epoch [63][460/940] lr: 3.448e-01, eta: 3 days, 16:55:36, time: 1.662, data_time: 0.007, memory: 9063, top1_acc: 0.3324, top5_acc: 0.5895, loss_cls: 3.0523, loss: 3.0523, grad_norm: 1.1911 2020-08-04 20:42:03,733 - mmaction - INFO - Epoch [63][480/940] lr: 3.448e-01, eta: 3 days, 16:54:31, time: 1.681, data_time: 0.007, memory: 9063, top1_acc: 0.3305, top5_acc: 0.5844, loss_cls: 3.0807, loss: 3.0807, grad_norm: 1.1770 2020-08-04 20:42:37,536 - mmaction - INFO - Epoch [63][500/940] lr: 3.448e-01, eta: 3 days, 16:53:31, time: 1.691, data_time: 0.005, memory: 9063, top1_acc: 0.3129, top5_acc: 0.5695, loss_cls: 3.1332, loss: 3.1332, grad_norm: 1.1897 2020-08-04 20:43:09,766 - mmaction - INFO - Epoch [63][520/940] lr: 3.448e-01, eta: 3 days, 16:52:01, time: 1.610, data_time: 0.007, memory: 9063, top1_acc: 0.3268, top5_acc: 0.5818, loss_cls: 3.0591, loss: 3.0591, grad_norm: 1.1722 2020-08-04 20:43:44,908 - mmaction - INFO - Epoch [63][540/940] lr: 3.448e-01, eta: 3 days, 16:51:25, time: 1.757, data_time: 0.007, memory: 9063, top1_acc: 0.3301, top5_acc: 0.5846, loss_cls: 3.0615, loss: 3.0615, grad_norm: 1.1855 2020-08-04 20:44:18,718 - mmaction - INFO - Epoch [63][560/940] lr: 3.448e-01, eta: 3 days, 16:50:25, time: 1.692, data_time: 0.007, memory: 9063, top1_acc: 0.3273, top5_acc: 0.5830, loss_cls: 3.0956, loss: 3.0956, grad_norm: 1.1787 2020-08-04 20:44:51,103 - mmaction - INFO - Epoch [63][580/940] lr: 3.448e-01, eta: 3 days, 16:48:57, time: 1.615, data_time: 0.006, memory: 9063, top1_acc: 0.3385, top5_acc: 0.5854, loss_cls: 3.0718, loss: 3.0718, grad_norm: 1.1539 2020-08-04 20:45:23,359 - mmaction - INFO - Epoch [63][600/940] lr: 3.448e-01, eta: 3 days, 16:47:30, time: 1.615, data_time: 0.007, memory: 9063, top1_acc: 0.3316, top5_acc: 0.5764, loss_cls: 3.1169, loss: 3.1169, grad_norm: 1.1790 2020-08-04 20:45:55,220 - mmaction - INFO - Epoch [63][620/940] lr: 3.448e-01, eta: 3 days, 16:45:55, time: 1.594, data_time: 0.007, memory: 9063, top1_acc: 0.3242, top5_acc: 0.5811, loss_cls: 3.1057, loss: 3.1057, grad_norm: 1.1891 2020-08-04 20:46:28,762 - mmaction - INFO - Epoch [63][640/940] lr: 3.448e-01, eta: 3 days, 16:44:49, time: 1.673, data_time: 0.007, memory: 9063, top1_acc: 0.3219, top5_acc: 0.5766, loss_cls: 3.0956, loss: 3.0956, grad_norm: 1.1800 2020-08-04 20:47:02,096 - mmaction - INFO - Epoch [63][660/940] lr: 3.448e-01, eta: 3 days, 16:43:42, time: 1.669, data_time: 0.007, memory: 9063, top1_acc: 0.3299, top5_acc: 0.5855, loss_cls: 3.0811, loss: 3.0811, grad_norm: 1.1920 2020-08-04 20:47:34,633 - mmaction - INFO - Epoch [63][680/940] lr: 3.448e-01, eta: 3 days, 16:42:20, time: 1.628, data_time: 0.007, memory: 9063, top1_acc: 0.3141, top5_acc: 0.5766, loss_cls: 3.1361, loss: 3.1361, grad_norm: 1.1758 2020-08-04 20:48:08,118 - mmaction - INFO - Epoch [63][700/940] lr: 3.448e-01, eta: 3 days, 16:41:14, time: 1.671, data_time: 0.006, memory: 9063, top1_acc: 0.3246, top5_acc: 0.5807, loss_cls: 3.0829, loss: 3.0829, grad_norm: 1.1731 2020-08-04 20:48:40,996 - mmaction - INFO - Epoch [63][720/940] lr: 3.448e-01, eta: 3 days, 16:39:59, time: 1.647, data_time: 0.007, memory: 9063, top1_acc: 0.3295, top5_acc: 0.5789, loss_cls: 3.0714, loss: 3.0714, grad_norm: 1.1806 2020-08-04 20:49:15,674 - mmaction - INFO - Epoch [63][740/940] lr: 3.448e-01, eta: 3 days, 16:39:15, time: 1.732, data_time: 0.006, memory: 9063, top1_acc: 0.3340, top5_acc: 0.5816, loss_cls: 3.0515, loss: 3.0515, grad_norm: 1.1754 2020-08-04 20:49:49,962 - mmaction - INFO - Epoch [63][760/940] lr: 3.448e-01, eta: 3 days, 16:38:25, time: 1.716, data_time: 0.006, memory: 9063, top1_acc: 0.3152, top5_acc: 0.5689, loss_cls: 3.1592, loss: 3.1592, grad_norm: 1.2113 2020-08-04 20:50:22,451 - mmaction - INFO - Epoch [63][780/940] lr: 3.448e-01, eta: 3 days, 16:37:02, time: 1.624, data_time: 0.007, memory: 9063, top1_acc: 0.3219, top5_acc: 0.5791, loss_cls: 3.0871, loss: 3.0871, grad_norm: 1.1708 2020-08-04 20:50:55,612 - mmaction - INFO - Epoch [63][800/940] lr: 3.448e-01, eta: 3 days, 16:35:52, time: 1.657, data_time: 0.005, memory: 9063, top1_acc: 0.3334, top5_acc: 0.5861, loss_cls: 3.0985, loss: 3.0985, grad_norm: 1.1609 2020-08-04 20:51:28,951 - mmaction - INFO - Epoch [63][820/940] lr: 3.448e-01, eta: 3 days, 16:34:44, time: 1.664, data_time: 0.007, memory: 9063, top1_acc: 0.3328, top5_acc: 0.5770, loss_cls: 3.0816, loss: 3.0816, grad_norm: 1.1653 2020-08-04 20:52:02,293 - mmaction - INFO - Epoch [63][840/940] lr: 3.448e-01, eta: 3 days, 16:33:38, time: 1.671, data_time: 0.007, memory: 9063, top1_acc: 0.3189, top5_acc: 0.5707, loss_cls: 3.1119, loss: 3.1119, grad_norm: 1.1849 2020-08-04 20:52:34,938 - mmaction - INFO - Epoch [63][860/940] lr: 3.448e-01, eta: 3 days, 16:32:18, time: 1.629, data_time: 0.005, memory: 9063, top1_acc: 0.3186, top5_acc: 0.5687, loss_cls: 3.1497, loss: 3.1497, grad_norm: 1.1570 2020-08-04 20:53:08,255 - mmaction - INFO - Epoch [63][880/940] lr: 3.448e-01, eta: 3 days, 16:31:11, time: 1.666, data_time: 0.007, memory: 9063, top1_acc: 0.3359, top5_acc: 0.5834, loss_cls: 3.0655, loss: 3.0655, grad_norm: 1.1686 2020-08-04 20:53:40,363 - mmaction - INFO - Epoch [63][900/940] lr: 3.448e-01, eta: 3 days, 16:29:44, time: 1.608, data_time: 0.007, memory: 9063, top1_acc: 0.3465, top5_acc: 0.5900, loss_cls: 3.0430, loss: 3.0430, grad_norm: 1.1958 2020-08-04 20:54:14,742 - mmaction - INFO - Epoch [63][920/940] lr: 3.448e-01, eta: 3 days, 16:28:56, time: 1.718, data_time: 0.005, memory: 9063, top1_acc: 0.3281, top5_acc: 0.5781, loss_cls: 3.0915, loss: 3.0915, grad_norm: 1.2018 2020-08-04 20:54:45,140 - mmaction - INFO - Epoch [63][940/940] lr: 3.448e-01, eta: 3 days, 16:26:57, time: 1.519, data_time: 0.007, memory: 9063, top1_acc: 0.3170, top5_acc: 0.5702, loss_cls: 3.1370, loss: 3.1370, grad_norm: 1.1593 2020-08-04 20:55:24,296 - mmaction - INFO - Epoch [64][20/940] lr: 3.431e-01, eta: 3 days, 16:27:28, time: 1.942, data_time: 0.439, memory: 9063, top1_acc: 0.3279, top5_acc: 0.5943, loss_cls: 3.0389, loss: 3.0389, grad_norm: 1.2035 2020-08-04 20:55:57,319 - mmaction - INFO - Epoch [64][40/940] lr: 3.431e-01, eta: 3 days, 16:26:15, time: 1.649, data_time: 0.007, memory: 9063, top1_acc: 0.3250, top5_acc: 0.5836, loss_cls: 3.0790, loss: 3.0790, grad_norm: 1.1841 2020-08-04 20:56:29,807 - mmaction - INFO - Epoch [64][60/940] lr: 3.431e-01, eta: 3 days, 16:24:55, time: 1.625, data_time: 0.010, memory: 9063, top1_acc: 0.3316, top5_acc: 0.5918, loss_cls: 3.0567, loss: 3.0567, grad_norm: 1.1942 2020-08-04 20:57:03,164 - mmaction - INFO - Epoch [64][80/940] lr: 3.431e-01, eta: 3 days, 16:23:50, time: 1.671, data_time: 0.007, memory: 9063, top1_acc: 0.3355, top5_acc: 0.5865, loss_cls: 3.0384, loss: 3.0384, grad_norm: 1.1835 2020-08-04 20:57:37,374 - mmaction - INFO - Epoch [64][100/940] lr: 3.431e-01, eta: 3 days, 16:23:00, time: 1.710, data_time: 0.009, memory: 9063, top1_acc: 0.3215, top5_acc: 0.5779, loss_cls: 3.0893, loss: 3.0893, grad_norm: 1.1691 2020-08-04 20:58:10,951 - mmaction - INFO - Epoch [64][120/940] lr: 3.431e-01, eta: 3 days, 16:21:59, time: 1.680, data_time: 0.007, memory: 9063, top1_acc: 0.3279, top5_acc: 0.5926, loss_cls: 3.0361, loss: 3.0361, grad_norm: 1.1922 2020-08-04 20:58:42,855 - mmaction - INFO - Epoch [64][140/940] lr: 3.431e-01, eta: 3 days, 16:20:28, time: 1.593, data_time: 0.005, memory: 9063, top1_acc: 0.3357, top5_acc: 0.5859, loss_cls: 3.0538, loss: 3.0538, grad_norm: 1.1836 2020-08-04 20:59:15,806 - mmaction - INFO - Epoch [64][160/940] lr: 3.431e-01, eta: 3 days, 16:19:15, time: 1.646, data_time: 0.005, memory: 9063, top1_acc: 0.3307, top5_acc: 0.5836, loss_cls: 3.0780, loss: 3.0780, grad_norm: 1.1730 2020-08-04 20:59:48,155 - mmaction - INFO - Epoch [64][180/940] lr: 3.431e-01, eta: 3 days, 16:17:54, time: 1.621, data_time: 0.006, memory: 9063, top1_acc: 0.3424, top5_acc: 0.5979, loss_cls: 3.0188, loss: 3.0188, grad_norm: 1.1774 2020-08-04 21:00:24,606 - mmaction - INFO - Epoch [64][200/940] lr: 3.431e-01, eta: 3 days, 16:17:40, time: 1.815, data_time: 0.009, memory: 9063, top1_acc: 0.3295, top5_acc: 0.5895, loss_cls: 3.0632, loss: 3.0632, grad_norm: 1.1557 2020-08-04 21:00:57,260 - mmaction - INFO - Epoch [64][220/940] lr: 3.431e-01, eta: 3 days, 16:16:25, time: 1.638, data_time: 0.014, memory: 9063, top1_acc: 0.3186, top5_acc: 0.5725, loss_cls: 3.1057, loss: 3.1057, grad_norm: 1.2105 2020-08-04 21:01:30,700 - mmaction - INFO - Epoch [64][240/940] lr: 3.431e-01, eta: 3 days, 16:15:23, time: 1.674, data_time: 0.007, memory: 9063, top1_acc: 0.3215, top5_acc: 0.5758, loss_cls: 3.0976, loss: 3.0976, grad_norm: 1.1825 2020-08-04 21:02:03,034 - mmaction - INFO - Epoch [64][260/940] lr: 3.431e-01, eta: 3 days, 16:14:01, time: 1.617, data_time: 0.008, memory: 9063, top1_acc: 0.3254, top5_acc: 0.5816, loss_cls: 3.0766, loss: 3.0766, grad_norm: 1.1880 2020-08-04 21:02:34,924 - mmaction - INFO - Epoch [64][280/940] lr: 3.431e-01, eta: 3 days, 16:12:32, time: 1.595, data_time: 0.005, memory: 9063, top1_acc: 0.3266, top5_acc: 0.5691, loss_cls: 3.1056, loss: 3.1056, grad_norm: 1.1815 2020-08-04 21:03:08,556 - mmaction - INFO - Epoch [64][300/940] lr: 3.431e-01, eta: 3 days, 16:11:31, time: 1.677, data_time: 0.005, memory: 9063, top1_acc: 0.3256, top5_acc: 0.5660, loss_cls: 3.1354, loss: 3.1354, grad_norm: 1.1805 2020-08-04 21:03:41,474 - mmaction - INFO - Epoch [64][320/940] lr: 3.431e-01, eta: 3 days, 16:10:21, time: 1.651, data_time: 0.007, memory: 9063, top1_acc: 0.3314, top5_acc: 0.5871, loss_cls: 3.0583, loss: 3.0583, grad_norm: 1.1995 2020-08-04 21:04:14,319 - mmaction - INFO - Epoch [64][340/940] lr: 3.431e-01, eta: 3 days, 16:09:07, time: 1.637, data_time: 0.004, memory: 9063, top1_acc: 0.3217, top5_acc: 0.5809, loss_cls: 3.1137, loss: 3.1137, grad_norm: 1.1827 2020-08-04 21:04:47,694 - mmaction - INFO - Epoch [64][360/940] lr: 3.431e-01, eta: 3 days, 16:08:05, time: 1.673, data_time: 0.007, memory: 9063, top1_acc: 0.3225, top5_acc: 0.5822, loss_cls: 3.0961, loss: 3.0961, grad_norm: 1.1715 2020-08-04 21:05:21,270 - mmaction - INFO - Epoch [64][380/940] lr: 3.431e-01, eta: 3 days, 16:07:04, time: 1.675, data_time: 0.005, memory: 9063, top1_acc: 0.3205, top5_acc: 0.5740, loss_cls: 3.0940, loss: 3.0940, grad_norm: 1.1823 2020-08-04 21:05:53,132 - mmaction - INFO - Epoch [64][400/940] lr: 3.431e-01, eta: 3 days, 16:05:37, time: 1.597, data_time: 0.007, memory: 9063, top1_acc: 0.3104, top5_acc: 0.5650, loss_cls: 3.1533, loss: 3.1533, grad_norm: 1.2109 2020-08-04 21:06:26,271 - mmaction - INFO - Epoch [64][420/940] lr: 3.431e-01, eta: 3 days, 16:04:29, time: 1.655, data_time: 0.006, memory: 9063, top1_acc: 0.3248, top5_acc: 0.5801, loss_cls: 3.1420, loss: 3.1420, grad_norm: 1.1652 2020-08-04 21:06:59,088 - mmaction - INFO - Epoch [64][440/940] lr: 3.431e-01, eta: 3 days, 16:03:17, time: 1.642, data_time: 0.005, memory: 9063, top1_acc: 0.3184, top5_acc: 0.5697, loss_cls: 3.1347, loss: 3.1347, grad_norm: 1.1805 2020-08-04 21:07:33,102 - mmaction - INFO - Epoch [64][460/940] lr: 3.431e-01, eta: 3 days, 16:02:24, time: 1.698, data_time: 0.005, memory: 9063, top1_acc: 0.3393, top5_acc: 0.5967, loss_cls: 3.0384, loss: 3.0384, grad_norm: 1.1757 2020-08-04 21:08:06,960 - mmaction - INFO - Epoch [64][480/940] lr: 3.431e-01, eta: 3 days, 16:01:30, time: 1.695, data_time: 0.006, memory: 9063, top1_acc: 0.3256, top5_acc: 0.5805, loss_cls: 3.0902, loss: 3.0902, grad_norm: 1.1772 2020-08-04 21:08:40,284 - mmaction - INFO - Epoch [64][500/940] lr: 3.431e-01, eta: 3 days, 16:00:25, time: 1.660, data_time: 0.005, memory: 9063, top1_acc: 0.3346, top5_acc: 0.5748, loss_cls: 3.1038, loss: 3.1038, grad_norm: 1.1795 2020-08-04 21:09:14,298 - mmaction - INFO - Epoch [64][520/940] lr: 3.431e-01, eta: 3 days, 15:59:35, time: 1.706, data_time: 0.009, memory: 9063, top1_acc: 0.3209, top5_acc: 0.5750, loss_cls: 3.0994, loss: 3.0994, grad_norm: 1.1748 2020-08-04 21:09:46,651 - mmaction - INFO - Epoch [64][540/940] lr: 3.431e-01, eta: 3 days, 15:58:16, time: 1.619, data_time: 0.005, memory: 9063, top1_acc: 0.3225, top5_acc: 0.5762, loss_cls: 3.1277, loss: 3.1277, grad_norm: 1.2043 2020-08-04 21:10:19,387 - mmaction - INFO - Epoch [64][560/940] lr: 3.431e-01, eta: 3 days, 15:57:02, time: 1.635, data_time: 0.006, memory: 9063, top1_acc: 0.3350, top5_acc: 0.5863, loss_cls: 3.0733, loss: 3.0733, grad_norm: 1.1608 2020-08-04 21:10:52,190 - mmaction - INFO - Epoch [64][580/940] lr: 3.431e-01, eta: 3 days, 15:55:51, time: 1.641, data_time: 0.007, memory: 9063, top1_acc: 0.3328, top5_acc: 0.5881, loss_cls: 3.0517, loss: 3.0517, grad_norm: 1.1735 2020-08-04 21:11:26,479 - mmaction - INFO - Epoch [64][600/940] lr: 3.431e-01, eta: 3 days, 15:55:04, time: 1.716, data_time: 0.004, memory: 9063, top1_acc: 0.3398, top5_acc: 0.5924, loss_cls: 3.0271, loss: 3.0271, grad_norm: 1.1730 2020-08-04 21:11:59,565 - mmaction - INFO - Epoch [64][620/940] lr: 3.431e-01, eta: 3 days, 15:53:57, time: 1.653, data_time: 0.005, memory: 9063, top1_acc: 0.3279, top5_acc: 0.5807, loss_cls: 3.0935, loss: 3.0935, grad_norm: 1.1733 2020-08-04 21:12:32,215 - mmaction - INFO - Epoch [64][640/940] lr: 3.431e-01, eta: 3 days, 15:52:44, time: 1.633, data_time: 0.005, memory: 9063, top1_acc: 0.3236, top5_acc: 0.5789, loss_cls: 3.1072, loss: 3.1072, grad_norm: 1.1842 2020-08-04 21:13:05,868 - mmaction - INFO - Epoch [64][660/940] lr: 3.431e-01, eta: 3 days, 15:51:47, time: 1.683, data_time: 0.004, memory: 9063, top1_acc: 0.3361, top5_acc: 0.5836, loss_cls: 3.0577, loss: 3.0577, grad_norm: 1.1829 2020-08-04 21:13:38,946 - mmaction - INFO - Epoch [64][680/940] lr: 3.431e-01, eta: 3 days, 15:50:39, time: 1.651, data_time: 0.006, memory: 9063, top1_acc: 0.3281, top5_acc: 0.5816, loss_cls: 3.0649, loss: 3.0649, grad_norm: 1.1651 2020-08-04 21:14:10,950 - mmaction - INFO - Epoch [64][700/940] lr: 3.431e-01, eta: 3 days, 15:49:16, time: 1.604, data_time: 0.007, memory: 9063, top1_acc: 0.3365, top5_acc: 0.5793, loss_cls: 3.0610, loss: 3.0610, grad_norm: 1.1832 2020-08-04 21:14:45,633 - mmaction - INFO - Epoch [64][720/940] lr: 3.431e-01, eta: 3 days, 15:48:36, time: 1.732, data_time: 0.005, memory: 9063, top1_acc: 0.3316, top5_acc: 0.5840, loss_cls: 3.0796, loss: 3.0796, grad_norm: 1.1695 2020-08-04 21:15:19,053 - mmaction - INFO - Epoch [64][740/940] lr: 3.431e-01, eta: 3 days, 15:47:35, time: 1.672, data_time: 0.006, memory: 9063, top1_acc: 0.3160, top5_acc: 0.5732, loss_cls: 3.1790, loss: 3.1790, grad_norm: 1.1918 2020-08-04 21:15:51,310 - mmaction - INFO - Epoch [64][760/940] lr: 3.431e-01, eta: 3 days, 15:46:16, time: 1.614, data_time: 0.006, memory: 9063, top1_acc: 0.3287, top5_acc: 0.5723, loss_cls: 3.1066, loss: 3.1066, grad_norm: 1.1689 2020-08-04 21:16:25,421 - mmaction - INFO - Epoch [64][780/940] lr: 3.431e-01, eta: 3 days, 15:45:26, time: 1.701, data_time: 0.005, memory: 9063, top1_acc: 0.3277, top5_acc: 0.5855, loss_cls: 3.0515, loss: 3.0515, grad_norm: 1.2012 2020-08-04 21:16:58,540 - mmaction - INFO - Epoch [64][800/940] lr: 3.431e-01, eta: 3 days, 15:44:22, time: 1.660, data_time: 0.008, memory: 9063, top1_acc: 0.3270, top5_acc: 0.5764, loss_cls: 3.1283, loss: 3.1283, grad_norm: 1.1715 2020-08-04 21:17:31,026 - mmaction - INFO - Epoch [64][820/940] lr: 3.431e-01, eta: 3 days, 15:43:06, time: 1.623, data_time: 0.006, memory: 9063, top1_acc: 0.3307, top5_acc: 0.5811, loss_cls: 3.0622, loss: 3.0622, grad_norm: 1.1775 2020-08-04 21:18:05,441 - mmaction - INFO - Epoch [64][840/940] lr: 3.431e-01, eta: 3 days, 15:42:23, time: 1.722, data_time: 0.007, memory: 9063, top1_acc: 0.3254, top5_acc: 0.5777, loss_cls: 3.1117, loss: 3.1117, grad_norm: 1.1437 2020-08-04 21:18:38,935 - mmaction - INFO - Epoch [64][860/940] lr: 3.431e-01, eta: 3 days, 15:41:24, time: 1.676, data_time: 0.005, memory: 9063, top1_acc: 0.3189, top5_acc: 0.5604, loss_cls: 3.1325, loss: 3.1325, grad_norm: 1.1852 2020-08-04 21:19:12,207 - mmaction - INFO - Epoch [64][880/940] lr: 3.431e-01, eta: 3 days, 15:40:22, time: 1.663, data_time: 0.007, memory: 9063, top1_acc: 0.3326, top5_acc: 0.5762, loss_cls: 3.0840, loss: 3.0840, grad_norm: 1.1895 2020-08-04 21:19:47,100 - mmaction - INFO - Epoch [64][900/940] lr: 3.431e-01, eta: 3 days, 15:39:46, time: 1.746, data_time: 0.003, memory: 9063, top1_acc: 0.3256, top5_acc: 0.5818, loss_cls: 3.1134, loss: 3.1134, grad_norm: 1.1519 2020-08-04 21:20:20,084 - mmaction - INFO - Epoch [64][920/940] lr: 3.431e-01, eta: 3 days, 15:38:39, time: 1.647, data_time: 0.007, memory: 9063, top1_acc: 0.3187, top5_acc: 0.5684, loss_cls: 3.1345, loss: 3.1345, grad_norm: 1.1658 2020-08-04 21:20:52,939 - mmaction - INFO - Epoch [64][940/940] lr: 3.431e-01, eta: 3 days, 15:37:31, time: 1.645, data_time: 0.006, memory: 9063, top1_acc: 0.3176, top5_acc: 0.5751, loss_cls: 3.1385, loss: 3.1385, grad_norm: 1.1823 2020-08-04 21:20:53,351 - mmaction - INFO - Saving checkpoint at 64 epochs 2020-08-04 21:21:35,379 - mmaction - INFO - Epoch [65][20/940] lr: 3.414e-01, eta: 3 days, 15:38:12, time: 1.986, data_time: 0.468, memory: 9063, top1_acc: 0.3184, top5_acc: 0.5770, loss_cls: 3.1222, loss: 3.1222, grad_norm: 1.1793 2020-08-04 21:22:07,810 - mmaction - INFO - Epoch [65][40/940] lr: 3.414e-01, eta: 3 days, 15:36:58, time: 1.625, data_time: 0.006, memory: 9063, top1_acc: 0.3348, top5_acc: 0.5877, loss_cls: 3.0471, loss: 3.0471, grad_norm: 1.1335 2020-08-04 21:22:40,736 - mmaction - INFO - Epoch [65][60/940] lr: 3.414e-01, eta: 3 days, 15:35:49, time: 1.642, data_time: 0.006, memory: 9063, top1_acc: 0.3301, top5_acc: 0.5795, loss_cls: 3.0508, loss: 3.0508, grad_norm: 1.1760 2020-08-04 21:23:13,419 - mmaction - INFO - Epoch [65][80/940] lr: 3.414e-01, eta: 3 days, 15:34:39, time: 1.638, data_time: 0.007, memory: 9063, top1_acc: 0.3248, top5_acc: 0.5740, loss_cls: 3.1008, loss: 3.1008, grad_norm: 1.1859 2020-08-04 21:23:46,175 - mmaction - INFO - Epoch [65][100/940] lr: 3.414e-01, eta: 3 days, 15:33:28, time: 1.634, data_time: 0.009, memory: 9063, top1_acc: 0.3447, top5_acc: 0.5879, loss_cls: 3.0300, loss: 3.0300, grad_norm: 1.1731 2020-08-04 21:24:19,819 - mmaction - INFO - Epoch [65][120/940] lr: 3.414e-01, eta: 3 days, 15:32:33, time: 1.683, data_time: 0.006, memory: 9063, top1_acc: 0.3281, top5_acc: 0.5863, loss_cls: 3.0438, loss: 3.0438, grad_norm: 1.2096 2020-08-04 21:24:53,742 - mmaction - INFO - Epoch [65][140/940] lr: 3.414e-01, eta: 3 days, 15:31:43, time: 1.699, data_time: 0.006, memory: 9063, top1_acc: 0.3268, top5_acc: 0.5756, loss_cls: 3.0880, loss: 3.0880, grad_norm: 1.1588 2020-08-04 21:25:26,748 - mmaction - INFO - Epoch [65][160/940] lr: 3.414e-01, eta: 3 days, 15:30:37, time: 1.648, data_time: 0.006, memory: 9063, top1_acc: 0.3385, top5_acc: 0.5887, loss_cls: 3.0414, loss: 3.0414, grad_norm: 1.1856 2020-08-04 21:26:02,120 - mmaction - INFO - Epoch [65][180/940] lr: 3.414e-01, eta: 3 days, 15:30:07, time: 1.765, data_time: 0.006, memory: 9063, top1_acc: 0.3334, top5_acc: 0.5920, loss_cls: 3.0669, loss: 3.0669, grad_norm: 1.1969 2020-08-04 21:26:35,421 - mmaction - INFO - Epoch [65][200/940] lr: 3.414e-01, eta: 3 days, 15:29:08, time: 1.669, data_time: 0.010, memory: 9063, top1_acc: 0.3252, top5_acc: 0.5852, loss_cls: 3.0790, loss: 3.0790, grad_norm: 1.1828 2020-08-04 21:27:08,403 - mmaction - INFO - Epoch [65][220/940] lr: 3.414e-01, eta: 3 days, 15:28:01, time: 1.646, data_time: 0.005, memory: 9063, top1_acc: 0.3295, top5_acc: 0.5736, loss_cls: 3.0912, loss: 3.0912, grad_norm: 1.1570 2020-08-04 21:27:42,687 - mmaction - INFO - Epoch [65][240/940] lr: 3.414e-01, eta: 3 days, 15:27:17, time: 1.716, data_time: 0.007, memory: 9063, top1_acc: 0.3369, top5_acc: 0.5818, loss_cls: 3.0764, loss: 3.0764, grad_norm: 1.1772 2020-08-04 21:28:17,344 - mmaction - INFO - Epoch [65][260/940] lr: 3.414e-01, eta: 3 days, 15:26:38, time: 1.735, data_time: 0.007, memory: 9063, top1_acc: 0.3312, top5_acc: 0.5764, loss_cls: 3.1025, loss: 3.1025, grad_norm: 1.1561 2020-08-04 21:28:52,798 - mmaction - INFO - Epoch [65][280/940] lr: 3.414e-01, eta: 3 days, 15:26:10, time: 1.768, data_time: 0.004, memory: 9063, top1_acc: 0.3436, top5_acc: 0.5863, loss_cls: 3.0354, loss: 3.0354, grad_norm: 1.1816 2020-08-04 21:29:24,394 - mmaction - INFO - Epoch [65][300/940] lr: 3.414e-01, eta: 3 days, 15:24:44, time: 1.583, data_time: 0.006, memory: 9063, top1_acc: 0.3320, top5_acc: 0.5871, loss_cls: 3.0385, loss: 3.0385, grad_norm: 1.2102 2020-08-04 21:29:59,296 - mmaction - INFO - Epoch [65][320/940] lr: 3.414e-01, eta: 3 days, 15:24:08, time: 1.742, data_time: 0.008, memory: 9063, top1_acc: 0.3305, top5_acc: 0.5803, loss_cls: 3.0955, loss: 3.0955, grad_norm: 1.1862 2020-08-04 21:30:32,930 - mmaction - INFO - Epoch [65][340/940] lr: 3.414e-01, eta: 3 days, 15:23:12, time: 1.679, data_time: 0.007, memory: 9063, top1_acc: 0.3273, top5_acc: 0.5811, loss_cls: 3.0753, loss: 3.0753, grad_norm: 1.1757 2020-08-04 21:31:07,735 - mmaction - INFO - Epoch [65][360/940] lr: 3.414e-01, eta: 3 days, 15:22:36, time: 1.741, data_time: 0.010, memory: 9063, top1_acc: 0.3238, top5_acc: 0.5895, loss_cls: 3.0618, loss: 3.0618, grad_norm: 1.1888 2020-08-04 21:31:39,804 - mmaction - INFO - Epoch [65][380/940] lr: 3.414e-01, eta: 3 days, 15:21:18, time: 1.608, data_time: 0.007, memory: 9063, top1_acc: 0.3242, top5_acc: 0.5836, loss_cls: 3.0874, loss: 3.0874, grad_norm: 1.1875 2020-08-04 21:32:14,856 - mmaction - INFO - Epoch [65][400/940] lr: 3.414e-01, eta: 3 days, 15:20:45, time: 1.751, data_time: 0.002, memory: 9063, top1_acc: 0.3266, top5_acc: 0.5805, loss_cls: 3.0822, loss: 3.0822, grad_norm: 1.1944 2020-08-04 21:32:47,181 - mmaction - INFO - Epoch [65][420/940] lr: 3.414e-01, eta: 3 days, 15:19:30, time: 1.617, data_time: 0.007, memory: 9063, top1_acc: 0.3246, top5_acc: 0.5797, loss_cls: 3.1114, loss: 3.1114, grad_norm: 1.1888 2020-08-04 21:33:21,057 - mmaction - INFO - Epoch [65][440/940] lr: 3.414e-01, eta: 3 days, 15:18:39, time: 1.695, data_time: 0.006, memory: 9063, top1_acc: 0.3232, top5_acc: 0.5822, loss_cls: 3.0726, loss: 3.0726, grad_norm: 1.1879 2020-08-04 21:33:54,384 - mmaction - INFO - Epoch [65][460/940] lr: 3.414e-01, eta: 3 days, 15:17:40, time: 1.667, data_time: 0.003, memory: 9063, top1_acc: 0.3338, top5_acc: 0.5729, loss_cls: 3.0851, loss: 3.0851, grad_norm: 1.1787 2020-08-04 21:34:28,405 - mmaction - INFO - Epoch [65][480/940] lr: 3.414e-01, eta: 3 days, 15:16:51, time: 1.699, data_time: 0.004, memory: 9063, top1_acc: 0.3391, top5_acc: 0.5973, loss_cls: 3.0387, loss: 3.0387, grad_norm: 1.1910 2020-08-04 21:35:01,382 - mmaction - INFO - Epoch [65][500/940] lr: 3.414e-01, eta: 3 days, 15:15:47, time: 1.650, data_time: 0.005, memory: 9063, top1_acc: 0.3275, top5_acc: 0.5855, loss_cls: 3.0728, loss: 3.0728, grad_norm: 1.2073 2020-08-04 21:35:35,945 - mmaction - INFO - Epoch [65][520/940] lr: 3.414e-01, eta: 3 days, 15:15:05, time: 1.724, data_time: 0.006, memory: 9063, top1_acc: 0.3232, top5_acc: 0.5646, loss_cls: 3.1348, loss: 3.1348, grad_norm: 1.1806 2020-08-04 21:36:10,555 - mmaction - INFO - Epoch [65][540/940] lr: 3.414e-01, eta: 3 days, 15:14:27, time: 1.733, data_time: 0.010, memory: 9063, top1_acc: 0.3129, top5_acc: 0.5598, loss_cls: 3.1714, loss: 3.1714, grad_norm: 1.1978 2020-08-04 21:36:45,261 - mmaction - INFO - Epoch [65][560/940] lr: 3.414e-01, eta: 3 days, 15:13:49, time: 1.737, data_time: 0.006, memory: 9063, top1_acc: 0.3262, top5_acc: 0.5686, loss_cls: 3.1162, loss: 3.1162, grad_norm: 1.1788 2020-08-04 21:37:19,018 - mmaction - INFO - Epoch [65][580/940] lr: 3.414e-01, eta: 3 days, 15:12:57, time: 1.688, data_time: 0.005, memory: 9063, top1_acc: 0.3283, top5_acc: 0.5828, loss_cls: 3.0790, loss: 3.0790, grad_norm: 1.1718 2020-08-04 21:37:53,915 - mmaction - INFO - Epoch [65][600/940] lr: 3.414e-01, eta: 3 days, 15:12:22, time: 1.744, data_time: 0.003, memory: 9063, top1_acc: 0.3266, top5_acc: 0.5693, loss_cls: 3.1233, loss: 3.1233, grad_norm: 1.1855 2020-08-04 21:38:28,319 - mmaction - INFO - Epoch [65][620/940] lr: 3.414e-01, eta: 3 days, 15:11:39, time: 1.720, data_time: 0.005, memory: 9063, top1_acc: 0.3250, top5_acc: 0.5803, loss_cls: 3.0941, loss: 3.0941, grad_norm: 1.1708 2020-08-04 21:39:02,125 - mmaction - INFO - Epoch [65][640/940] lr: 3.414e-01, eta: 3 days, 15:10:47, time: 1.688, data_time: 0.005, memory: 9063, top1_acc: 0.3266, top5_acc: 0.5846, loss_cls: 3.0660, loss: 3.0660, grad_norm: 1.1792 2020-08-04 21:39:34,893 - mmaction - INFO - Epoch [65][660/940] lr: 3.414e-01, eta: 3 days, 15:09:41, time: 1.641, data_time: 0.006, memory: 9063, top1_acc: 0.3252, top5_acc: 0.5855, loss_cls: 3.0705, loss: 3.0705, grad_norm: 1.1924 2020-08-04 21:40:08,556 - mmaction - INFO - Epoch [65][680/940] lr: 3.414e-01, eta: 3 days, 15:08:47, time: 1.683, data_time: 0.008, memory: 9063, top1_acc: 0.3395, top5_acc: 0.5820, loss_cls: 3.0677, loss: 3.0677, grad_norm: 1.1810 2020-08-04 21:40:42,185 - mmaction - INFO - Epoch [65][700/940] lr: 3.414e-01, eta: 3 days, 15:07:53, time: 1.682, data_time: 0.005, memory: 9063, top1_acc: 0.3242, top5_acc: 0.5832, loss_cls: 3.1032, loss: 3.1032, grad_norm: 1.1796 2020-08-04 21:41:15,847 - mmaction - INFO - Epoch [65][720/940] lr: 3.414e-01, eta: 3 days, 15:06:59, time: 1.678, data_time: 0.006, memory: 9063, top1_acc: 0.3303, top5_acc: 0.5787, loss_cls: 3.0865, loss: 3.0865, grad_norm: 1.1768 2020-08-04 21:41:49,262 - mmaction - INFO - Epoch [65][740/940] lr: 3.414e-01, eta: 3 days, 15:06:03, time: 1.675, data_time: 0.008, memory: 9063, top1_acc: 0.3377, top5_acc: 0.5861, loss_cls: 3.0397, loss: 3.0397, grad_norm: 1.1935 2020-08-04 21:42:23,693 - mmaction - INFO - Epoch [65][760/940] lr: 3.414e-01, eta: 3 days, 15:05:21, time: 1.720, data_time: 0.005, memory: 9063, top1_acc: 0.3301, top5_acc: 0.5824, loss_cls: 3.0808, loss: 3.0808, grad_norm: 1.1785 2020-08-04 21:42:57,414 - mmaction - INFO - Epoch [65][780/940] lr: 3.414e-01, eta: 3 days, 15:04:28, time: 1.686, data_time: 0.006, memory: 9063, top1_acc: 0.3186, top5_acc: 0.5764, loss_cls: 3.1243, loss: 3.1243, grad_norm: 1.1924 2020-08-04 21:43:31,449 - mmaction - INFO - Epoch [65][800/940] lr: 3.414e-01, eta: 3 days, 15:03:41, time: 1.704, data_time: 0.004, memory: 9063, top1_acc: 0.3262, top5_acc: 0.5742, loss_cls: 3.1018, loss: 3.1018, grad_norm: 1.1790 2020-08-04 21:44:06,123 - mmaction - INFO - Epoch [65][820/940] lr: 3.414e-01, eta: 3 days, 15:03:03, time: 1.731, data_time: 0.005, memory: 9063, top1_acc: 0.3176, top5_acc: 0.5639, loss_cls: 3.1429, loss: 3.1429, grad_norm: 1.1878 2020-08-04 21:44:39,201 - mmaction - INFO - Epoch [65][840/940] lr: 3.414e-01, eta: 3 days, 15:02:00, time: 1.651, data_time: 0.006, memory: 9063, top1_acc: 0.3246, top5_acc: 0.5738, loss_cls: 3.1299, loss: 3.1299, grad_norm: 1.1801 2020-08-04 21:45:14,025 - mmaction - INFO - Epoch [65][860/940] lr: 3.414e-01, eta: 3 days, 15:01:24, time: 1.741, data_time: 0.011, memory: 9063, top1_acc: 0.3428, top5_acc: 0.6021, loss_cls: 3.0223, loss: 3.0223, grad_norm: 1.1807 2020-08-04 21:45:47,322 - mmaction - INFO - Epoch [65][880/940] lr: 3.414e-01, eta: 3 days, 15:00:28, time: 1.671, data_time: 0.008, memory: 9063, top1_acc: 0.3385, top5_acc: 0.5938, loss_cls: 3.0357, loss: 3.0357, grad_norm: 1.1799 2020-08-04 21:46:21,352 - mmaction - INFO - Epoch [65][900/940] lr: 3.414e-01, eta: 3 days, 14:59:39, time: 1.698, data_time: 0.007, memory: 9063, top1_acc: 0.3227, top5_acc: 0.5805, loss_cls: 3.1275, loss: 3.1275, grad_norm: 1.1738 2020-08-04 21:46:56,818 - mmaction - INFO - Epoch [65][920/940] lr: 3.414e-01, eta: 3 days, 14:59:14, time: 1.777, data_time: 0.007, memory: 9063, top1_acc: 0.3281, top5_acc: 0.5930, loss_cls: 3.0759, loss: 3.0759, grad_norm: 1.1775 2020-08-04 21:47:28,860 - mmaction - INFO - Epoch [65][940/940] lr: 3.414e-01, eta: 3 days, 14:57:57, time: 1.601, data_time: 0.005, memory: 9063, top1_acc: 0.3216, top5_acc: 0.5668, loss_cls: 3.1380, loss: 3.1380, grad_norm: 1.2041 2020-08-04 21:48:53,528 - mmaction - INFO - Epoch [66][20/940] lr: 3.397e-01, eta: 3 days, 15:09:26, time: 4.214, data_time: 0.442, memory: 9063, top1_acc: 0.3467, top5_acc: 0.5924, loss_cls: 3.0021, loss: 3.0021, grad_norm: 1.1710 2020-08-04 21:49:21,682 - mmaction - INFO - Epoch [66][40/940] lr: 3.397e-01, eta: 3 days, 15:07:12, time: 1.408, data_time: 0.002, memory: 9063, top1_acc: 0.3365, top5_acc: 0.5934, loss_cls: 3.0560, loss: 3.0560, grad_norm: 1.2105 2020-08-04 21:49:53,966 - mmaction - INFO - Epoch [66][60/940] lr: 3.397e-01, eta: 3 days, 15:05:57, time: 1.610, data_time: 0.007, memory: 9063, top1_acc: 0.3268, top5_acc: 0.5900, loss_cls: 3.0495, loss: 3.0495, grad_norm: 1.1810 2020-08-04 21:50:26,599 - mmaction - INFO - Epoch [66][80/940] lr: 3.397e-01, eta: 3 days, 15:04:50, time: 1.636, data_time: 0.007, memory: 9063, top1_acc: 0.3270, top5_acc: 0.5850, loss_cls: 3.0663, loss: 3.0663, grad_norm: 1.1970 2020-08-04 21:50:58,800 - mmaction - INFO - Epoch [66][100/940] lr: 3.397e-01, eta: 3 days, 15:03:35, time: 1.609, data_time: 0.005, memory: 9063, top1_acc: 0.3402, top5_acc: 0.5910, loss_cls: 3.0342, loss: 3.0342, grad_norm: 1.1703 2020-08-04 21:51:32,169 - mmaction - INFO - Epoch [66][120/940] lr: 3.397e-01, eta: 3 days, 15:02:37, time: 1.668, data_time: 0.004, memory: 9063, top1_acc: 0.3295, top5_acc: 0.5867, loss_cls: 3.0704, loss: 3.0704, grad_norm: 1.1700 2020-08-04 21:52:06,426 - mmaction - INFO - Epoch [66][140/940] lr: 3.397e-01, eta: 3 days, 15:01:52, time: 1.714, data_time: 0.003, memory: 9063, top1_acc: 0.3365, top5_acc: 0.5824, loss_cls: 3.0808, loss: 3.0808, grad_norm: 1.2043 2020-08-04 21:52:41,484 - mmaction - INFO - Epoch [66][160/940] lr: 3.397e-01, eta: 3 days, 15:01:18, time: 1.749, data_time: 0.005, memory: 9063, top1_acc: 0.3375, top5_acc: 0.5871, loss_cls: 3.0429, loss: 3.0429, grad_norm: 1.1657 2020-08-04 21:53:15,643 - mmaction - INFO - Epoch [66][180/940] lr: 3.397e-01, eta: 3 days, 15:00:33, time: 1.712, data_time: 0.007, memory: 9063, top1_acc: 0.3266, top5_acc: 0.5807, loss_cls: 3.0820, loss: 3.0820, grad_norm: 1.1997 2020-08-04 21:53:49,772 - mmaction - INFO - Epoch [66][200/940] lr: 3.397e-01, eta: 3 days, 14:59:46, time: 1.705, data_time: 0.009, memory: 9063, top1_acc: 0.3334, top5_acc: 0.5855, loss_cls: 3.0638, loss: 3.0638, grad_norm: 1.2025 2020-08-04 21:54:23,799 - mmaction - INFO - Epoch [66][220/940] lr: 3.397e-01, eta: 3 days, 14:58:59, time: 1.704, data_time: 0.006, memory: 9063, top1_acc: 0.3330, top5_acc: 0.5816, loss_cls: 3.0778, loss: 3.0778, grad_norm: 1.1802 2020-08-04 21:54:58,272 - mmaction - INFO - Epoch [66][240/940] lr: 3.397e-01, eta: 3 days, 14:58:16, time: 1.717, data_time: 0.004, memory: 9063, top1_acc: 0.3293, top5_acc: 0.5855, loss_cls: 3.0929, loss: 3.0929, grad_norm: 1.1903 2020-08-04 21:55:31,447 - mmaction - INFO - Epoch [66][260/940] lr: 3.397e-01, eta: 3 days, 14:57:17, time: 1.663, data_time: 0.009, memory: 9063, top1_acc: 0.3342, top5_acc: 0.5842, loss_cls: 3.0719, loss: 3.0719, grad_norm: 1.1627 2020-08-04 21:56:05,103 - mmaction - INFO - Epoch [66][280/940] lr: 3.397e-01, eta: 3 days, 14:56:23, time: 1.681, data_time: 0.005, memory: 9063, top1_acc: 0.3287, top5_acc: 0.5736, loss_cls: 3.0976, loss: 3.0976, grad_norm: 1.1757 2020-08-04 21:56:40,152 - mmaction - INFO - Epoch [66][300/940] lr: 3.397e-01, eta: 3 days, 14:55:50, time: 1.751, data_time: 0.009, memory: 9063, top1_acc: 0.3244, top5_acc: 0.5879, loss_cls: 3.1057, loss: 3.1057, grad_norm: 1.2043 2020-08-04 21:57:14,011 - mmaction - INFO - Epoch [66][320/940] lr: 3.397e-01, eta: 3 days, 14:55:01, time: 1.698, data_time: 0.008, memory: 9063, top1_acc: 0.3268, top5_acc: 0.5820, loss_cls: 3.0699, loss: 3.0699, grad_norm: 1.1970 2020-08-04 21:57:48,040 - mmaction - INFO - Epoch [66][340/940] lr: 3.397e-01, eta: 3 days, 14:54:13, time: 1.699, data_time: 0.006, memory: 9063, top1_acc: 0.3238, top5_acc: 0.5771, loss_cls: 3.0955, loss: 3.0955, grad_norm: 1.2062 2020-08-04 21:58:22,387 - mmaction - INFO - Epoch [66][360/940] lr: 3.397e-01, eta: 3 days, 14:53:30, time: 1.719, data_time: 0.006, memory: 9063, top1_acc: 0.3219, top5_acc: 0.5842, loss_cls: 3.1027, loss: 3.1027, grad_norm: 1.2322 2020-08-04 21:58:57,273 - mmaction - INFO - Epoch [66][380/940] lr: 3.397e-01, eta: 3 days, 14:52:55, time: 1.744, data_time: 0.006, memory: 9063, top1_acc: 0.3152, top5_acc: 0.5736, loss_cls: 3.1494, loss: 3.1494, grad_norm: 1.2037 2020-08-04 21:59:31,154 - mmaction - INFO - Epoch [66][400/940] lr: 3.397e-01, eta: 3 days, 14:52:05, time: 1.695, data_time: 0.005, memory: 9063, top1_acc: 0.3229, top5_acc: 0.5805, loss_cls: 3.0979, loss: 3.0979, grad_norm: 1.1819 2020-08-04 22:00:07,806 - mmaction - INFO - Epoch [66][420/940] lr: 3.397e-01, eta: 3 days, 14:51:49, time: 1.811, data_time: 0.007, memory: 9063, top1_acc: 0.3170, top5_acc: 0.5838, loss_cls: 3.1131, loss: 3.1131, grad_norm: 1.1661 2020-08-04 22:00:40,778 - mmaction - INFO - Epoch [66][440/940] lr: 3.397e-01, eta: 3 days, 14:50:53, time: 1.670, data_time: 0.027, memory: 9063, top1_acc: 0.3287, top5_acc: 0.5836, loss_cls: 3.0593, loss: 3.0593, grad_norm: 1.2234 2020-08-04 22:01:15,078 - mmaction - INFO - Epoch [66][460/940] lr: 3.397e-01, eta: 3 days, 14:50:08, time: 1.712, data_time: 0.006, memory: 9063, top1_acc: 0.3355, top5_acc: 0.5822, loss_cls: 3.0756, loss: 3.0756, grad_norm: 1.1722 2020-08-04 22:01:49,080 - mmaction - INFO - Epoch [66][480/940] lr: 3.397e-01, eta: 3 days, 14:49:21, time: 1.703, data_time: 0.007, memory: 9063, top1_acc: 0.3350, top5_acc: 0.5840, loss_cls: 3.0772, loss: 3.0772, grad_norm: 1.2013 2020-08-04 22:02:23,078 - mmaction - INFO - Epoch [66][500/940] lr: 3.397e-01, eta: 3 days, 14:48:34, time: 1.700, data_time: 0.009, memory: 9063, top1_acc: 0.3162, top5_acc: 0.5703, loss_cls: 3.1293, loss: 3.1293, grad_norm: 1.1714 2020-08-04 22:02:57,496 - mmaction - INFO - Epoch [66][520/940] lr: 3.397e-01, eta: 3 days, 14:47:52, time: 1.721, data_time: 0.003, memory: 9063, top1_acc: 0.3352, top5_acc: 0.5791, loss_cls: 3.0826, loss: 3.0826, grad_norm: 1.1700 2020-08-04 22:03:31,966 - mmaction - INFO - Epoch [66][540/940] lr: 3.397e-01, eta: 3 days, 14:47:11, time: 1.724, data_time: 0.002, memory: 9063, top1_acc: 0.3236, top5_acc: 0.5846, loss_cls: 3.0743, loss: 3.0743, grad_norm: 1.2002 2020-08-04 22:04:04,709 - mmaction - INFO - Epoch [66][560/940] lr: 3.397e-01, eta: 3 days, 14:46:05, time: 1.636, data_time: 0.008, memory: 9063, top1_acc: 0.3348, top5_acc: 0.5822, loss_cls: 3.0760, loss: 3.0760, grad_norm: 1.1951 2020-08-04 22:04:39,119 - mmaction - INFO - Epoch [66][580/940] lr: 3.397e-01, eta: 3 days, 14:45:24, time: 1.723, data_time: 0.007, memory: 9063, top1_acc: 0.3305, top5_acc: 0.5816, loss_cls: 3.0866, loss: 3.0866, grad_norm: 1.1588 2020-08-04 22:05:13,303 - mmaction - INFO - Epoch [66][600/940] lr: 3.397e-01, eta: 3 days, 14:44:38, time: 1.707, data_time: 0.004, memory: 9063, top1_acc: 0.3197, top5_acc: 0.5762, loss_cls: 3.0926, loss: 3.0926, grad_norm: 1.1690 2020-08-04 22:05:48,075 - mmaction - INFO - Epoch [66][620/940] lr: 3.397e-01, eta: 3 days, 14:44:02, time: 1.741, data_time: 0.006, memory: 9063, top1_acc: 0.3275, top5_acc: 0.5834, loss_cls: 3.0874, loss: 3.0874, grad_norm: 1.1996 2020-08-04 22:06:22,772 - mmaction - INFO - Epoch [66][640/940] lr: 3.397e-01, eta: 3 days, 14:43:24, time: 1.732, data_time: 0.007, memory: 9063, top1_acc: 0.3305, top5_acc: 0.5867, loss_cls: 3.0618, loss: 3.0618, grad_norm: 1.2030 2020-08-04 22:06:56,962 - mmaction - INFO - Epoch [66][660/940] lr: 3.397e-01, eta: 3 days, 14:42:39, time: 1.709, data_time: 0.007, memory: 9063, top1_acc: 0.3295, top5_acc: 0.5752, loss_cls: 3.0992, loss: 3.0992, grad_norm: 1.1683 2020-08-04 22:07:31,444 - mmaction - INFO - Epoch [66][680/940] lr: 3.397e-01, eta: 3 days, 14:41:58, time: 1.723, data_time: 0.008, memory: 9063, top1_acc: 0.3301, top5_acc: 0.5795, loss_cls: 3.1136, loss: 3.1136, grad_norm: 1.1870 2020-08-04 22:08:04,759 - mmaction - INFO - Epoch [66][700/940] lr: 3.397e-01, eta: 3 days, 14:41:02, time: 1.669, data_time: 0.006, memory: 9063, top1_acc: 0.3238, top5_acc: 0.5680, loss_cls: 3.1210, loss: 3.1210, grad_norm: 1.1860 2020-08-04 22:08:37,293 - mmaction - INFO - Epoch [66][720/940] lr: 3.397e-01, eta: 3 days, 14:39:53, time: 1.623, data_time: 0.005, memory: 9063, top1_acc: 0.3277, top5_acc: 0.5729, loss_cls: 3.1152, loss: 3.1152, grad_norm: 1.1959 2020-08-04 22:09:11,231 - mmaction - INFO - Epoch [66][740/940] lr: 3.397e-01, eta: 3 days, 14:39:06, time: 1.699, data_time: 0.006, memory: 9063, top1_acc: 0.3381, top5_acc: 0.5887, loss_cls: 3.0706, loss: 3.0706, grad_norm: 1.1694 2020-08-04 22:09:45,228 - mmaction - INFO - Epoch [66][760/940] lr: 3.397e-01, eta: 3 days, 14:38:19, time: 1.701, data_time: 0.006, memory: 9063, top1_acc: 0.3309, top5_acc: 0.5871, loss_cls: 3.0370, loss: 3.0370, grad_norm: 1.1946 2020-08-04 22:10:18,929 - mmaction - INFO - Epoch [66][780/940] lr: 3.397e-01, eta: 3 days, 14:37:27, time: 1.681, data_time: 0.007, memory: 9063, top1_acc: 0.3275, top5_acc: 0.5760, loss_cls: 3.1142, loss: 3.1142, grad_norm: 1.1821 2020-08-04 22:10:53,260 - mmaction - INFO - Epoch [66][800/940] lr: 3.397e-01, eta: 3 days, 14:36:45, time: 1.721, data_time: 0.007, memory: 9063, top1_acc: 0.3375, top5_acc: 0.5861, loss_cls: 3.0588, loss: 3.0588, grad_norm: 1.1952 2020-08-04 22:11:27,947 - mmaction - INFO - Epoch [66][820/940] lr: 3.397e-01, eta: 3 days, 14:36:07, time: 1.733, data_time: 0.007, memory: 9063, top1_acc: 0.3334, top5_acc: 0.5883, loss_cls: 3.0987, loss: 3.0987, grad_norm: 1.1800 2020-08-04 22:12:04,009 - mmaction - INFO - Epoch [66][840/940] lr: 3.397e-01, eta: 3 days, 14:35:49, time: 1.804, data_time: 0.007, memory: 9063, top1_acc: 0.3279, top5_acc: 0.5863, loss_cls: 3.0670, loss: 3.0670, grad_norm: 1.1746 2020-08-04 22:12:37,100 - mmaction - INFO - Epoch [66][860/940] lr: 3.397e-01, eta: 3 days, 14:34:48, time: 1.650, data_time: 0.005, memory: 9063, top1_acc: 0.3258, top5_acc: 0.5848, loss_cls: 3.0884, loss: 3.0884, grad_norm: 1.1824 2020-08-04 22:13:11,205 - mmaction - INFO - Epoch [66][880/940] lr: 3.397e-01, eta: 3 days, 14:34:04, time: 1.710, data_time: 0.007, memory: 9063, top1_acc: 0.3289, top5_acc: 0.5832, loss_cls: 3.0649, loss: 3.0649, grad_norm: 1.1735 2020-08-04 22:13:46,127 - mmaction - INFO - Epoch [66][900/940] lr: 3.397e-01, eta: 3 days, 14:33:29, time: 1.745, data_time: 0.002, memory: 9063, top1_acc: 0.3164, top5_acc: 0.5811, loss_cls: 3.1129, loss: 3.1129, grad_norm: 1.2126 2020-08-04 22:14:21,054 - mmaction - INFO - Epoch [66][920/940] lr: 3.397e-01, eta: 3 days, 14:32:54, time: 1.745, data_time: 0.005, memory: 9063, top1_acc: 0.3268, top5_acc: 0.5709, loss_cls: 3.1333, loss: 3.1333, grad_norm: 1.1923 2020-08-04 22:14:52,628 - mmaction - INFO - Epoch [66][940/940] lr: 3.397e-01, eta: 3 days, 14:31:35, time: 1.581, data_time: 0.005, memory: 9063, top1_acc: 0.3334, top5_acc: 0.5846, loss_cls: 3.0858, loss: 3.0858, grad_norm: 1.1998 2020-08-04 22:16:05,018 - mmaction - INFO - Epoch [67][20/940] lr: 3.379e-01, eta: 3 days, 14:39:21, time: 3.594, data_time: 0.566, memory: 9063, top1_acc: 0.3260, top5_acc: 0.5734, loss_cls: 3.1074, loss: 3.1074, grad_norm: 1.1783 2020-08-04 22:16:34,443 - mmaction - INFO - Epoch [67][40/940] lr: 3.379e-01, eta: 3 days, 14:37:32, time: 1.473, data_time: 0.006, memory: 9063, top1_acc: 0.3432, top5_acc: 0.5984, loss_cls: 3.0210, loss: 3.0210, grad_norm: 1.2089 2020-08-04 22:17:07,651 - mmaction - INFO - Epoch [67][60/940] lr: 3.379e-01, eta: 3 days, 14:36:34, time: 1.659, data_time: 0.007, memory: 9063, top1_acc: 0.3289, top5_acc: 0.5754, loss_cls: 3.0622, loss: 3.0622, grad_norm: 1.1819 2020-08-04 22:17:41,739 - mmaction - INFO - Epoch [67][80/940] lr: 3.379e-01, eta: 3 days, 14:35:48, time: 1.706, data_time: 0.005, memory: 9063, top1_acc: 0.3293, top5_acc: 0.5846, loss_cls: 3.0662, loss: 3.0662, grad_norm: 1.1860 2020-08-04 22:18:17,875 - mmaction - INFO - Epoch [67][100/940] lr: 3.379e-01, eta: 3 days, 14:35:30, time: 1.807, data_time: 0.005, memory: 9063, top1_acc: 0.3342, top5_acc: 0.5873, loss_cls: 3.0544, loss: 3.0544, grad_norm: 1.2093 2020-08-04 22:18:50,255 - mmaction - INFO - Epoch [67][120/940] lr: 3.379e-01, eta: 3 days, 14:34:20, time: 1.618, data_time: 0.002, memory: 9063, top1_acc: 0.3281, top5_acc: 0.5805, loss_cls: 3.0544, loss: 3.0544, grad_norm: 1.1851 2020-08-04 22:19:24,994 - mmaction - INFO - Epoch [67][140/940] lr: 3.379e-01, eta: 3 days, 14:33:43, time: 1.736, data_time: 0.002, memory: 9063, top1_acc: 0.3279, top5_acc: 0.5783, loss_cls: 3.0908, loss: 3.0908, grad_norm: 1.1825 2020-08-04 22:19:59,310 - mmaction - INFO - Epoch [67][160/940] lr: 3.379e-01, eta: 3 days, 14:32:59, time: 1.713, data_time: 0.006, memory: 9063, top1_acc: 0.3291, top5_acc: 0.5885, loss_cls: 3.0347, loss: 3.0347, grad_norm: 1.1975 2020-08-04 22:20:32,846 - mmaction - INFO - Epoch [67][180/940] lr: 3.379e-01, eta: 3 days, 14:32:06, time: 1.680, data_time: 0.006, memory: 9063, top1_acc: 0.3283, top5_acc: 0.5736, loss_cls: 3.0663, loss: 3.0663, grad_norm: 1.1815 2020-08-04 22:21:07,485 - mmaction - INFO - Epoch [67][200/940] lr: 3.379e-01, eta: 3 days, 14:31:27, time: 1.731, data_time: 0.008, memory: 9063, top1_acc: 0.3299, top5_acc: 0.5758, loss_cls: 3.0947, loss: 3.0947, grad_norm: 1.1730 2020-08-04 22:21:41,998 - mmaction - INFO - Epoch [67][220/940] lr: 3.379e-01, eta: 3 days, 14:30:47, time: 1.727, data_time: 0.005, memory: 9063, top1_acc: 0.3303, top5_acc: 0.5871, loss_cls: 3.0535, loss: 3.0535, grad_norm: 1.1752 2020-08-04 22:22:16,044 - mmaction - INFO - Epoch [67][240/940] lr: 3.379e-01, eta: 3 days, 14:30:00, time: 1.698, data_time: 0.005, memory: 9063, top1_acc: 0.3291, top5_acc: 0.5857, loss_cls: 3.0712, loss: 3.0712, grad_norm: 1.1875 2020-08-04 22:22:51,393 - mmaction - INFO - Epoch [67][260/940] lr: 3.379e-01, eta: 3 days, 14:29:31, time: 1.771, data_time: 0.007, memory: 9063, top1_acc: 0.3250, top5_acc: 0.5836, loss_cls: 3.0806, loss: 3.0806, grad_norm: 1.1943 2020-08-04 22:23:24,982 - mmaction - INFO - Epoch [67][280/940] lr: 3.379e-01, eta: 3 days, 14:28:38, time: 1.678, data_time: 0.010, memory: 9063, top1_acc: 0.3383, top5_acc: 0.5820, loss_cls: 3.0544, loss: 3.0544, grad_norm: 1.1743 2020-08-04 22:23:59,314 - mmaction - INFO - Epoch [67][300/940] lr: 3.379e-01, eta: 3 days, 14:27:55, time: 1.715, data_time: 0.007, memory: 9063, top1_acc: 0.3324, top5_acc: 0.5857, loss_cls: 3.0940, loss: 3.0940, grad_norm: 1.2057 2020-08-04 22:24:33,162 - mmaction - INFO - Epoch [67][320/940] lr: 3.379e-01, eta: 3 days, 14:27:07, time: 1.696, data_time: 0.006, memory: 9063, top1_acc: 0.3314, top5_acc: 0.5803, loss_cls: 3.0576, loss: 3.0576, grad_norm: 1.1734 2020-08-04 22:25:07,241 - mmaction - INFO - Epoch [67][340/940] lr: 3.379e-01, eta: 3 days, 14:26:21, time: 1.704, data_time: 0.008, memory: 9063, top1_acc: 0.3420, top5_acc: 0.5936, loss_cls: 3.0314, loss: 3.0314, grad_norm: 1.1774 2020-08-04 22:25:39,390 - mmaction - INFO - Epoch [67][360/940] lr: 3.379e-01, eta: 3 days, 14:25:10, time: 1.607, data_time: 0.002, memory: 9063, top1_acc: 0.3258, top5_acc: 0.5756, loss_cls: 3.0786, loss: 3.0786, grad_norm: 1.2032 2020-08-04 22:26:13,281 - mmaction - INFO - Epoch [67][380/940] lr: 3.379e-01, eta: 3 days, 14:24:20, time: 1.691, data_time: 0.007, memory: 9063, top1_acc: 0.3383, top5_acc: 0.5930, loss_cls: 3.0227, loss: 3.0227, grad_norm: 1.1746 2020-08-04 22:26:47,565 - mmaction - INFO - Epoch [67][400/940] lr: 3.379e-01, eta: 3 days, 14:23:38, time: 1.718, data_time: 0.007, memory: 9063, top1_acc: 0.3209, top5_acc: 0.5711, loss_cls: 3.1353, loss: 3.1353, grad_norm: 1.2017 2020-08-04 22:27:21,815 - mmaction - INFO - Epoch [67][420/940] lr: 3.379e-01, eta: 3 days, 14:22:55, time: 1.712, data_time: 0.009, memory: 9063, top1_acc: 0.3279, top5_acc: 0.5898, loss_cls: 3.0455, loss: 3.0455, grad_norm: 1.1878 2020-08-04 22:27:56,874 - mmaction - INFO - Epoch [67][440/940] lr: 3.379e-01, eta: 3 days, 14:22:22, time: 1.754, data_time: 0.005, memory: 9063, top1_acc: 0.3389, top5_acc: 0.5910, loss_cls: 3.0331, loss: 3.0331, grad_norm: 1.1844 2020-08-04 22:28:31,008 - mmaction - INFO - Epoch [67][460/940] lr: 3.379e-01, eta: 3 days, 14:21:37, time: 1.706, data_time: 0.005, memory: 9063, top1_acc: 0.3187, top5_acc: 0.5732, loss_cls: 3.0952, loss: 3.0952, grad_norm: 1.2107 2020-08-04 22:29:04,879 - mmaction - INFO - Epoch [67][480/940] lr: 3.379e-01, eta: 3 days, 14:20:47, time: 1.689, data_time: 0.005, memory: 9063, top1_acc: 0.3334, top5_acc: 0.5783, loss_cls: 3.0936, loss: 3.0936, grad_norm: 1.1800 2020-08-04 22:29:39,566 - mmaction - INFO - Epoch [67][500/940] lr: 3.379e-01, eta: 3 days, 14:20:11, time: 1.740, data_time: 0.009, memory: 9063, top1_acc: 0.3189, top5_acc: 0.5805, loss_cls: 3.1169, loss: 3.1169, grad_norm: 1.1930 2020-08-04 22:30:13,637 - mmaction - INFO - Epoch [67][520/940] lr: 3.379e-01, eta: 3 days, 14:19:24, time: 1.699, data_time: 0.008, memory: 9063, top1_acc: 0.3301, top5_acc: 0.5883, loss_cls: 3.0528, loss: 3.0528, grad_norm: 1.1921 2020-08-04 22:30:47,205 - mmaction - INFO - Epoch [67][540/940] lr: 3.379e-01, eta: 3 days, 14:18:33, time: 1.683, data_time: 0.008, memory: 9063, top1_acc: 0.3311, top5_acc: 0.5881, loss_cls: 3.0446, loss: 3.0446, grad_norm: 1.1809 2020-08-04 22:31:22,126 - mmaction - INFO - Epoch [67][560/940] lr: 3.379e-01, eta: 3 days, 14:17:58, time: 1.744, data_time: 0.005, memory: 9063, top1_acc: 0.3291, top5_acc: 0.5824, loss_cls: 3.0989, loss: 3.0989, grad_norm: 1.1859 2020-08-04 22:31:56,674 - mmaction - INFO - Epoch [67][580/940] lr: 3.379e-01, eta: 3 days, 14:17:19, time: 1.730, data_time: 0.008, memory: 9063, top1_acc: 0.3303, top5_acc: 0.5730, loss_cls: 3.0930, loss: 3.0930, grad_norm: 1.1781 2020-08-04 22:32:29,806 - mmaction - INFO - Epoch [67][600/940] lr: 3.379e-01, eta: 3 days, 14:16:21, time: 1.657, data_time: 0.005, memory: 9063, top1_acc: 0.3254, top5_acc: 0.5777, loss_cls: 3.1054, loss: 3.1054, grad_norm: 1.1632 2020-08-04 22:33:04,467 - mmaction - INFO - Epoch [67][620/940] lr: 3.379e-01, eta: 3 days, 14:15:43, time: 1.733, data_time: 0.002, memory: 9063, top1_acc: 0.3348, top5_acc: 0.5865, loss_cls: 3.0642, loss: 3.0642, grad_norm: 1.1967 2020-08-04 22:33:39,672 - mmaction - INFO - Epoch [67][640/940] lr: 3.379e-01, eta: 3 days, 14:15:12, time: 1.759, data_time: 0.005, memory: 9063, top1_acc: 0.3189, top5_acc: 0.5687, loss_cls: 3.1690, loss: 3.1690, grad_norm: 1.1869 2020-08-04 22:34:14,520 - mmaction - INFO - Epoch [67][660/940] lr: 3.379e-01, eta: 3 days, 14:14:37, time: 1.744, data_time: 0.006, memory: 9063, top1_acc: 0.3338, top5_acc: 0.5893, loss_cls: 3.0611, loss: 3.0611, grad_norm: 1.1793 2020-08-04 22:34:48,485 - mmaction - INFO - Epoch [67][680/940] lr: 3.379e-01, eta: 3 days, 14:13:50, time: 1.699, data_time: 0.002, memory: 9063, top1_acc: 0.3359, top5_acc: 0.5881, loss_cls: 3.0707, loss: 3.0707, grad_norm: 1.1936 2020-08-04 22:35:24,108 - mmaction - INFO - Epoch [67][700/940] lr: 3.379e-01, eta: 3 days, 14:13:23, time: 1.775, data_time: 0.002, memory: 9063, top1_acc: 0.3211, top5_acc: 0.5750, loss_cls: 3.1246, loss: 3.1246, grad_norm: 1.1877 2020-08-04 22:35:57,431 - mmaction - INFO - Epoch [67][720/940] lr: 3.379e-01, eta: 3 days, 14:12:29, time: 1.671, data_time: 0.008, memory: 9063, top1_acc: 0.3328, top5_acc: 0.5924, loss_cls: 3.0628, loss: 3.0628, grad_norm: 1.2244 2020-08-04 22:36:32,815 - mmaction - INFO - Epoch [67][740/940] lr: 3.379e-01, eta: 3 days, 14:11:59, time: 1.764, data_time: 0.009, memory: 9063, top1_acc: 0.3266, top5_acc: 0.5732, loss_cls: 3.0889, loss: 3.0889, grad_norm: 1.1899 2020-08-04 22:37:07,069 - mmaction - INFO - Epoch [67][760/940] lr: 3.379e-01, eta: 3 days, 14:11:17, time: 1.718, data_time: 0.008, memory: 9063, top1_acc: 0.3336, top5_acc: 0.5814, loss_cls: 3.0686, loss: 3.0686, grad_norm: 1.1683 2020-08-04 22:37:40,016 - mmaction - INFO - Epoch [67][780/940] lr: 3.379e-01, eta: 3 days, 14:10:16, time: 1.642, data_time: 0.005, memory: 9063, top1_acc: 0.3328, top5_acc: 0.5816, loss_cls: 3.0870, loss: 3.0870, grad_norm: 1.1721 2020-08-04 22:38:14,949 - mmaction - INFO - Epoch [67][800/940] lr: 3.379e-01, eta: 3 days, 14:09:43, time: 1.752, data_time: 0.009, memory: 9063, top1_acc: 0.3328, top5_acc: 0.5781, loss_cls: 3.0870, loss: 3.0870, grad_norm: 1.1899 2020-08-04 22:38:47,125 - mmaction - INFO - Epoch [67][820/940] lr: 3.379e-01, eta: 3 days, 14:08:33, time: 1.605, data_time: 0.008, memory: 9063, top1_acc: 0.3402, top5_acc: 0.6031, loss_cls: 3.0170, loss: 3.0170, grad_norm: 1.1981 2020-08-04 22:39:20,682 - mmaction - INFO - Epoch [67][840/940] lr: 3.379e-01, eta: 3 days, 14:07:42, time: 1.681, data_time: 0.007, memory: 9063, top1_acc: 0.3471, top5_acc: 0.5945, loss_cls: 3.0080, loss: 3.0080, grad_norm: 1.1821 2020-08-04 22:39:55,595 - mmaction - INFO - Epoch [67][860/940] lr: 3.379e-01, eta: 3 days, 14:07:07, time: 1.742, data_time: 0.005, memory: 9063, top1_acc: 0.3357, top5_acc: 0.5934, loss_cls: 3.0577, loss: 3.0577, grad_norm: 1.1903 2020-08-04 22:40:30,553 - mmaction - INFO - Epoch [67][880/940] lr: 3.379e-01, eta: 3 days, 14:06:34, time: 1.752, data_time: 0.006, memory: 9063, top1_acc: 0.3361, top5_acc: 0.5908, loss_cls: 3.0652, loss: 3.0652, grad_norm: 1.1829 2020-08-04 22:41:05,401 - mmaction - INFO - Epoch [67][900/940] lr: 3.379e-01, eta: 3 days, 14:05:57, time: 1.736, data_time: 0.005, memory: 9063, top1_acc: 0.3209, top5_acc: 0.5697, loss_cls: 3.1327, loss: 3.1327, grad_norm: 1.2097 2020-08-04 22:41:39,769 - mmaction - INFO - Epoch [67][920/940] lr: 3.379e-01, eta: 3 days, 14:05:17, time: 1.725, data_time: 0.009, memory: 9063, top1_acc: 0.3205, top5_acc: 0.5846, loss_cls: 3.0846, loss: 3.0846, grad_norm: 1.2069 2020-08-04 22:42:12,638 - mmaction - INFO - Epoch [67][940/940] lr: 3.379e-01, eta: 3 days, 14:04:16, time: 1.642, data_time: 0.004, memory: 9063, top1_acc: 0.3277, top5_acc: 0.5745, loss_cls: 3.1140, loss: 3.1140, grad_norm: 1.2074 2020-08-04 22:42:52,599 - mmaction - INFO - Epoch [68][20/940] lr: 3.361e-01, eta: 3 days, 14:04:42, time: 1.986, data_time: 0.461, memory: 9063, top1_acc: 0.3197, top5_acc: 0.5719, loss_cls: 3.1123, loss: 3.1123, grad_norm: 1.1935 2020-08-04 22:43:26,390 - mmaction - INFO - Epoch [68][40/940] lr: 3.361e-01, eta: 3 days, 14:03:53, time: 1.688, data_time: 0.004, memory: 9063, top1_acc: 0.3355, top5_acc: 0.5803, loss_cls: 3.0705, loss: 3.0705, grad_norm: 1.1826 2020-08-04 22:43:59,185 - mmaction - INFO - Epoch [68][60/940] lr: 3.361e-01, eta: 3 days, 14:02:52, time: 1.641, data_time: 0.005, memory: 9063, top1_acc: 0.3223, top5_acc: 0.5801, loss_cls: 3.0909, loss: 3.0909, grad_norm: 1.1887 2020-08-04 22:44:33,352 - mmaction - INFO - Epoch [68][80/940] lr: 3.361e-01, eta: 3 days, 14:02:08, time: 1.705, data_time: 0.005, memory: 9063, top1_acc: 0.3465, top5_acc: 0.5902, loss_cls: 3.0128, loss: 3.0128, grad_norm: 1.1759 2020-08-04 22:45:07,972 - mmaction - INFO - Epoch [68][100/940] lr: 3.361e-01, eta: 3 days, 14:01:30, time: 1.734, data_time: 0.007, memory: 9063, top1_acc: 0.3295, top5_acc: 0.5896, loss_cls: 3.0245, loss: 3.0245, grad_norm: 1.1986 2020-08-04 22:45:41,413 - mmaction - INFO - Epoch [68][120/940] lr: 3.361e-01, eta: 3 days, 14:00:38, time: 1.672, data_time: 0.002, memory: 9063, top1_acc: 0.3262, top5_acc: 0.5811, loss_cls: 3.0724, loss: 3.0724, grad_norm: 1.1887 2020-08-04 22:46:16,910 - mmaction - INFO - Epoch [68][140/940] lr: 3.361e-01, eta: 3 days, 14:00:10, time: 1.773, data_time: 0.005, memory: 9063, top1_acc: 0.3258, top5_acc: 0.5730, loss_cls: 3.1143, loss: 3.1143, grad_norm: 1.2101 2020-08-04 22:46:50,294 - mmaction - INFO - Epoch [68][160/940] lr: 3.361e-01, eta: 3 days, 13:59:16, time: 1.667, data_time: 0.006, memory: 9063, top1_acc: 0.3223, top5_acc: 0.5807, loss_cls: 3.0790, loss: 3.0790, grad_norm: 1.1606 2020-08-04 22:47:25,151 - mmaction - INFO - Epoch [68][180/940] lr: 3.361e-01, eta: 3 days, 13:58:42, time: 1.747, data_time: 0.007, memory: 9063, top1_acc: 0.3352, top5_acc: 0.5842, loss_cls: 3.0292, loss: 3.0292, grad_norm: 1.2011 2020-08-04 22:48:00,556 - mmaction - INFO - Epoch [68][200/940] lr: 3.361e-01, eta: 3 days, 13:58:12, time: 1.766, data_time: 0.004, memory: 9063, top1_acc: 0.3307, top5_acc: 0.5809, loss_cls: 3.0711, loss: 3.0711, grad_norm: 1.1988 2020-08-04 22:48:34,444 - mmaction - INFO - Epoch [68][220/940] lr: 3.361e-01, eta: 3 days, 13:57:26, time: 1.698, data_time: 0.006, memory: 9063, top1_acc: 0.3402, top5_acc: 0.5863, loss_cls: 3.0507, loss: 3.0507, grad_norm: 1.1869 2020-08-04 22:49:09,761 - mmaction - INFO - Epoch [68][240/940] lr: 3.361e-01, eta: 3 days, 13:56:56, time: 1.764, data_time: 0.006, memory: 9063, top1_acc: 0.3363, top5_acc: 0.5938, loss_cls: 3.0261, loss: 3.0261, grad_norm: 1.1892 2020-08-04 22:49:44,815 - mmaction - INFO - Epoch [68][260/940] lr: 3.361e-01, eta: 3 days, 13:56:24, time: 1.755, data_time: 0.007, memory: 9063, top1_acc: 0.3420, top5_acc: 0.5861, loss_cls: 3.0350, loss: 3.0350, grad_norm: 1.2090 2020-08-04 22:50:17,958 - mmaction - INFO - Epoch [68][280/940] lr: 3.361e-01, eta: 3 days, 13:55:28, time: 1.656, data_time: 0.005, memory: 9063, top1_acc: 0.3344, top5_acc: 0.5852, loss_cls: 3.0625, loss: 3.0625, grad_norm: 1.1972 2020-08-04 22:50:51,846 - mmaction - INFO - Epoch [68][300/940] lr: 3.361e-01, eta: 3 days, 13:54:41, time: 1.696, data_time: 0.003, memory: 9063, top1_acc: 0.3264, top5_acc: 0.5758, loss_cls: 3.1280, loss: 3.1280, grad_norm: 1.1964 2020-08-04 22:51:25,402 - mmaction - INFO - Epoch [68][320/940] lr: 3.361e-01, eta: 3 days, 13:53:49, time: 1.673, data_time: 0.006, memory: 9063, top1_acc: 0.3326, top5_acc: 0.5873, loss_cls: 3.0615, loss: 3.0615, grad_norm: 1.1826 2020-08-04 22:52:00,023 - mmaction - INFO - Epoch [68][340/940] lr: 3.361e-01, eta: 3 days, 13:53:11, time: 1.735, data_time: 0.007, memory: 9063, top1_acc: 0.3346, top5_acc: 0.5859, loss_cls: 3.0776, loss: 3.0776, grad_norm: 1.1715 2020-08-04 22:52:35,188 - mmaction - INFO - Epoch [68][360/940] lr: 3.361e-01, eta: 3 days, 13:52:40, time: 1.758, data_time: 0.008, memory: 9063, top1_acc: 0.3281, top5_acc: 0.5836, loss_cls: 3.0716, loss: 3.0716, grad_norm: 1.1843 2020-08-04 22:53:10,134 - mmaction - INFO - Epoch [68][380/940] lr: 3.361e-01, eta: 3 days, 13:52:06, time: 1.747, data_time: 0.004, memory: 9063, top1_acc: 0.3271, top5_acc: 0.5799, loss_cls: 3.0871, loss: 3.0871, grad_norm: 1.1917 2020-08-04 22:53:43,845 - mmaction - INFO - Epoch [68][400/940] lr: 3.361e-01, eta: 3 days, 13:51:17, time: 1.683, data_time: 0.008, memory: 9063, top1_acc: 0.3357, top5_acc: 0.5902, loss_cls: 3.0469, loss: 3.0469, grad_norm: 1.2058 2020-08-04 22:54:17,599 - mmaction - INFO - Epoch [68][420/940] lr: 3.361e-01, eta: 3 days, 13:50:28, time: 1.689, data_time: 0.006, memory: 9063, top1_acc: 0.3359, top5_acc: 0.5846, loss_cls: 3.0789, loss: 3.0789, grad_norm: 1.1718 2020-08-04 22:54:51,209 - mmaction - INFO - Epoch [68][440/940] lr: 3.361e-01, eta: 3 days, 13:49:38, time: 1.679, data_time: 0.005, memory: 9063, top1_acc: 0.3359, top5_acc: 0.5887, loss_cls: 3.0324, loss: 3.0324, grad_norm: 1.1893 2020-08-04 22:55:25,408 - mmaction - INFO - Epoch [68][460/940] lr: 3.361e-01, eta: 3 days, 13:48:55, time: 1.710, data_time: 0.006, memory: 9063, top1_acc: 0.3264, top5_acc: 0.5699, loss_cls: 3.1126, loss: 3.1126, grad_norm: 1.1728 2020-08-04 22:55:59,974 - mmaction - INFO - Epoch [68][480/940] lr: 3.361e-01, eta: 3 days, 13:48:16, time: 1.729, data_time: 0.006, memory: 9063, top1_acc: 0.3395, top5_acc: 0.5863, loss_cls: 3.0675, loss: 3.0675, grad_norm: 1.1938 2020-08-04 22:56:33,865 - mmaction - INFO - Epoch [68][500/940] lr: 3.361e-01, eta: 3 days, 13:47:29, time: 1.693, data_time: 0.007, memory: 9063, top1_acc: 0.3154, top5_acc: 0.5783, loss_cls: 3.1178, loss: 3.1178, grad_norm: 1.1851 2020-08-04 22:57:08,225 - mmaction - INFO - Epoch [68][520/940] lr: 3.361e-01, eta: 3 days, 13:46:49, time: 1.722, data_time: 0.007, memory: 9063, top1_acc: 0.3357, top5_acc: 0.5791, loss_cls: 3.0727, loss: 3.0727, grad_norm: 1.1840 2020-08-04 22:57:44,240 - mmaction - INFO - Epoch [68][540/940] lr: 3.361e-01, eta: 3 days, 13:46:27, time: 1.798, data_time: 0.007, memory: 9063, top1_acc: 0.3324, top5_acc: 0.5906, loss_cls: 3.0793, loss: 3.0793, grad_norm: 1.2024 2020-08-04 22:58:19,416 - mmaction - INFO - Epoch [68][560/940] lr: 3.361e-01, eta: 3 days, 13:45:57, time: 1.762, data_time: 0.006, memory: 9063, top1_acc: 0.3389, top5_acc: 0.5910, loss_cls: 3.0384, loss: 3.0384, grad_norm: 1.2034 2020-08-04 22:58:54,170 - mmaction - INFO - Epoch [68][580/940] lr: 3.361e-01, eta: 3 days, 13:45:21, time: 1.737, data_time: 0.007, memory: 9063, top1_acc: 0.3209, top5_acc: 0.5787, loss_cls: 3.1300, loss: 3.1300, grad_norm: 1.1680 2020-08-04 22:59:27,927 - mmaction - INFO - Epoch [68][600/940] lr: 3.361e-01, eta: 3 days, 13:44:32, time: 1.688, data_time: 0.004, memory: 9063, top1_acc: 0.3211, top5_acc: 0.5625, loss_cls: 3.1431, loss: 3.1431, grad_norm: 1.1751 2020-08-04 23:00:02,323 - mmaction - INFO - Epoch [68][620/940] lr: 3.361e-01, eta: 3 days, 13:43:51, time: 1.718, data_time: 0.005, memory: 9063, top1_acc: 0.3277, top5_acc: 0.5834, loss_cls: 3.0856, loss: 3.0856, grad_norm: 1.1886 2020-08-04 23:00:37,782 - mmaction - INFO - Epoch [68][640/940] lr: 3.361e-01, eta: 3 days, 13:43:22, time: 1.768, data_time: 0.007, memory: 9063, top1_acc: 0.3174, top5_acc: 0.5750, loss_cls: 3.1295, loss: 3.1295, grad_norm: 1.1818 2020-08-04 23:01:12,111 - mmaction - INFO - Epoch [68][660/940] lr: 3.361e-01, eta: 3 days, 13:42:41, time: 1.719, data_time: 0.026, memory: 9063, top1_acc: 0.3404, top5_acc: 0.5869, loss_cls: 3.0448, loss: 3.0448, grad_norm: 1.1963 2020-08-04 23:01:46,951 - mmaction - INFO - Epoch [68][680/940] lr: 3.361e-01, eta: 3 days, 13:42:07, time: 1.746, data_time: 0.008, memory: 9063, top1_acc: 0.3289, top5_acc: 0.5846, loss_cls: 3.0616, loss: 3.0616, grad_norm: 1.1664 2020-08-04 23:02:21,267 - mmaction - INFO - Epoch [68][700/940] lr: 3.361e-01, eta: 3 days, 13:41:26, time: 1.717, data_time: 0.007, memory: 9063, top1_acc: 0.3434, top5_acc: 0.5930, loss_cls: 3.0042, loss: 3.0042, grad_norm: 1.1716 2020-08-04 23:02:54,966 - mmaction - INFO - Epoch [68][720/940] lr: 3.361e-01, eta: 3 days, 13:40:37, time: 1.685, data_time: 0.005, memory: 9063, top1_acc: 0.3238, top5_acc: 0.5783, loss_cls: 3.1017, loss: 3.1017, grad_norm: 1.1996 2020-08-04 23:03:29,958 - mmaction - INFO - Epoch [68][740/940] lr: 3.361e-01, eta: 3 days, 13:40:03, time: 1.745, data_time: 0.005, memory: 9063, top1_acc: 0.3311, top5_acc: 0.5830, loss_cls: 3.0680, loss: 3.0680, grad_norm: 1.2153 2020-08-04 23:04:04,322 - mmaction - INFO - Epoch [68][760/940] lr: 3.361e-01, eta: 3 days, 13:39:22, time: 1.719, data_time: 0.007, memory: 9063, top1_acc: 0.3443, top5_acc: 0.5791, loss_cls: 3.0780, loss: 3.0780, grad_norm: 1.1909 2020-08-04 23:04:37,891 - mmaction - INFO - Epoch [68][780/940] lr: 3.361e-01, eta: 3 days, 13:38:33, time: 1.683, data_time: 0.007, memory: 9063, top1_acc: 0.3240, top5_acc: 0.5836, loss_cls: 3.0880, loss: 3.0880, grad_norm: 1.1899 2020-08-04 23:05:12,586 - mmaction - INFO - Epoch [68][800/940] lr: 3.361e-01, eta: 3 days, 13:37:56, time: 1.733, data_time: 0.005, memory: 9063, top1_acc: 0.3348, top5_acc: 0.5896, loss_cls: 3.0225, loss: 3.0225, grad_norm: 1.2013 2020-08-04 23:05:47,241 - mmaction - INFO - Epoch [68][820/940] lr: 3.361e-01, eta: 3 days, 13:37:19, time: 1.733, data_time: 0.006, memory: 9063, top1_acc: 0.3252, top5_acc: 0.5682, loss_cls: 3.1281, loss: 3.1281, grad_norm: 1.2082 2020-08-04 23:06:22,333 - mmaction - INFO - Epoch [68][840/940] lr: 3.361e-01, eta: 3 days, 13:36:47, time: 1.756, data_time: 0.005, memory: 9063, top1_acc: 0.3244, top5_acc: 0.5699, loss_cls: 3.1167, loss: 3.1167, grad_norm: 1.1768 2020-08-04 23:06:55,600 - mmaction - INFO - Epoch [68][860/940] lr: 3.361e-01, eta: 3 days, 13:35:52, time: 1.661, data_time: 0.004, memory: 9063, top1_acc: 0.3316, top5_acc: 0.5832, loss_cls: 3.0655, loss: 3.0655, grad_norm: 1.2035 2020-08-04 23:07:29,555 - mmaction - INFO - Epoch [68][880/940] lr: 3.361e-01, eta: 3 days, 13:35:07, time: 1.700, data_time: 0.007, memory: 9063, top1_acc: 0.3447, top5_acc: 0.5941, loss_cls: 3.0237, loss: 3.0237, grad_norm: 1.1946 2020-08-04 23:08:04,889 - mmaction - INFO - Epoch [68][900/940] lr: 3.361e-01, eta: 3 days, 13:34:38, time: 1.765, data_time: 0.008, memory: 9063, top1_acc: 0.3252, top5_acc: 0.5789, loss_cls: 3.0974, loss: 3.0974, grad_norm: 1.2096 2020-08-04 23:08:39,371 - mmaction - INFO - Epoch [68][920/940] lr: 3.361e-01, eta: 3 days, 13:33:58, time: 1.723, data_time: 0.006, memory: 9063, top1_acc: 0.3361, top5_acc: 0.5857, loss_cls: 3.0757, loss: 3.0757, grad_norm: 1.1945 2020-08-04 23:09:12,438 - mmaction - INFO - Epoch [68][940/940] lr: 3.361e-01, eta: 3 days, 13:33:03, time: 1.656, data_time: 0.009, memory: 9063, top1_acc: 0.3373, top5_acc: 0.5789, loss_cls: 3.0998, loss: 3.0998, grad_norm: 1.1810 2020-08-04 23:09:12,823 - mmaction - INFO - Saving checkpoint at 68 epochs 2020-08-04 23:09:55,405 - mmaction - INFO - Epoch [69][20/940] lr: 3.343e-01, eta: 3 days, 13:33:30, time: 2.007, data_time: 0.461, memory: 9063, top1_acc: 0.3342, top5_acc: 0.5832, loss_cls: 3.0742, loss: 3.0742, grad_norm: 1.2114 2020-08-04 23:10:28,394 - mmaction - INFO - Epoch [69][40/940] lr: 3.343e-01, eta: 3 days, 13:32:34, time: 1.654, data_time: 0.008, memory: 9063, top1_acc: 0.3346, top5_acc: 0.5811, loss_cls: 3.0442, loss: 3.0442, grad_norm: 1.1889 2020-08-04 23:11:03,865 - mmaction - INFO - Epoch [69][60/940] lr: 3.343e-01, eta: 3 days, 13:32:05, time: 1.769, data_time: 0.006, memory: 9063, top1_acc: 0.3316, top5_acc: 0.5861, loss_cls: 3.0551, loss: 3.0551, grad_norm: 1.2187 2020-08-04 23:11:37,693 - mmaction - INFO - Epoch [69][80/940] lr: 3.343e-01, eta: 3 days, 13:31:20, time: 1.696, data_time: 0.008, memory: 9063, top1_acc: 0.3133, top5_acc: 0.5789, loss_cls: 3.1007, loss: 3.1007, grad_norm: 1.2301 2020-08-04 23:12:11,505 - mmaction - INFO - Epoch [69][100/940] lr: 3.343e-01, eta: 3 days, 13:30:32, time: 1.690, data_time: 0.008, memory: 9063, top1_acc: 0.3363, top5_acc: 0.5807, loss_cls: 3.0695, loss: 3.0695, grad_norm: 1.1787 2020-08-04 23:12:45,883 - mmaction - INFO - Epoch [69][120/940] lr: 3.343e-01, eta: 3 days, 13:29:52, time: 1.720, data_time: 0.006, memory: 9063, top1_acc: 0.3381, top5_acc: 0.5908, loss_cls: 3.0308, loss: 3.0308, grad_norm: 1.1889 2020-08-04 23:13:21,026 - mmaction - INFO - Epoch [69][140/940] lr: 3.343e-01, eta: 3 days, 13:29:20, time: 1.756, data_time: 0.007, memory: 9063, top1_acc: 0.3531, top5_acc: 0.5902, loss_cls: 2.9927, loss: 2.9927, grad_norm: 1.1456 2020-08-04 23:13:53,761 - mmaction - INFO - Epoch [69][160/940] lr: 3.343e-01, eta: 3 days, 13:28:20, time: 1.634, data_time: 0.005, memory: 9063, top1_acc: 0.3418, top5_acc: 0.5916, loss_cls: 3.0184, loss: 3.0184, grad_norm: 1.2271 2020-08-04 23:14:27,379 - mmaction - INFO - Epoch [69][180/940] lr: 3.343e-01, eta: 3 days, 13:27:32, time: 1.686, data_time: 0.007, memory: 9063, top1_acc: 0.3201, top5_acc: 0.5682, loss_cls: 3.1186, loss: 3.1186, grad_norm: 1.1921 2020-08-04 23:15:01,273 - mmaction - INFO - Epoch [69][200/940] lr: 3.343e-01, eta: 3 days, 13:26:45, time: 1.690, data_time: 0.004, memory: 9063, top1_acc: 0.3279, top5_acc: 0.5945, loss_cls: 3.0394, loss: 3.0394, grad_norm: 1.2106 2020-08-04 23:15:35,276 - mmaction - INFO - Epoch [69][220/940] lr: 3.343e-01, eta: 3 days, 13:26:00, time: 1.701, data_time: 0.007, memory: 9063, top1_acc: 0.3361, top5_acc: 0.5836, loss_cls: 3.0389, loss: 3.0389, grad_norm: 1.1675 2020-08-04 23:16:10,039 - mmaction - INFO - Epoch [69][240/940] lr: 3.343e-01, eta: 3 days, 13:25:25, time: 1.741, data_time: 0.010, memory: 9063, top1_acc: 0.3289, top5_acc: 0.5906, loss_cls: 3.0598, loss: 3.0598, grad_norm: 1.2087 2020-08-04 23:16:43,138 - mmaction - INFO - Epoch [69][260/940] lr: 3.343e-01, eta: 3 days, 13:24:30, time: 1.656, data_time: 0.005, memory: 9063, top1_acc: 0.3326, top5_acc: 0.5918, loss_cls: 3.0460, loss: 3.0460, grad_norm: 1.1977 2020-08-04 23:17:18,014 - mmaction - INFO - Epoch [69][280/940] lr: 3.343e-01, eta: 3 days, 13:23:55, time: 1.742, data_time: 0.005, memory: 9063, top1_acc: 0.3318, top5_acc: 0.5781, loss_cls: 3.1015, loss: 3.1015, grad_norm: 1.1940 2020-08-04 23:17:51,538 - mmaction - INFO - Epoch [69][300/940] lr: 3.343e-01, eta: 3 days, 13:23:05, time: 1.678, data_time: 0.005, memory: 9063, top1_acc: 0.3346, top5_acc: 0.5836, loss_cls: 3.0778, loss: 3.0778, grad_norm: 1.1712 2020-08-04 23:18:27,028 - mmaction - INFO - Epoch [69][320/940] lr: 3.343e-01, eta: 3 days, 13:22:37, time: 1.771, data_time: 0.009, memory: 9063, top1_acc: 0.3340, top5_acc: 0.5875, loss_cls: 3.0466, loss: 3.0466, grad_norm: 1.2093 2020-08-04 23:19:01,864 - mmaction - INFO - Epoch [69][340/940] lr: 3.343e-01, eta: 3 days, 13:22:03, time: 1.744, data_time: 0.007, memory: 9063, top1_acc: 0.3338, top5_acc: 0.5762, loss_cls: 3.0967, loss: 3.0967, grad_norm: 1.1909 2020-08-04 23:19:37,090 - mmaction - INFO - Epoch [69][360/940] lr: 3.343e-01, eta: 3 days, 13:21:33, time: 1.762, data_time: 0.005, memory: 9063, top1_acc: 0.3371, top5_acc: 0.5803, loss_cls: 3.0729, loss: 3.0729, grad_norm: 1.1795 2020-08-04 23:20:11,697 - mmaction - INFO - Epoch [69][380/940] lr: 3.343e-01, eta: 3 days, 13:20:55, time: 1.729, data_time: 0.009, memory: 9063, top1_acc: 0.3293, top5_acc: 0.5887, loss_cls: 3.0607, loss: 3.0607, grad_norm: 1.2259 2020-08-04 23:20:45,496 - mmaction - INFO - Epoch [69][400/940] lr: 3.343e-01, eta: 3 days, 13:20:08, time: 1.691, data_time: 0.007, memory: 9063, top1_acc: 0.3248, top5_acc: 0.5758, loss_cls: 3.0941, loss: 3.0941, grad_norm: 1.1962 2020-08-04 23:21:20,522 - mmaction - INFO - Epoch [69][420/940] lr: 3.343e-01, eta: 3 days, 13:19:35, time: 1.749, data_time: 0.006, memory: 9063, top1_acc: 0.3279, top5_acc: 0.5695, loss_cls: 3.1120, loss: 3.1120, grad_norm: 1.1805 2020-08-04 23:21:55,604 - mmaction - INFO - Epoch [69][440/940] lr: 3.343e-01, eta: 3 days, 13:19:03, time: 1.756, data_time: 0.006, memory: 9063, top1_acc: 0.3387, top5_acc: 0.5949, loss_cls: 3.0197, loss: 3.0197, grad_norm: 1.1741 2020-08-04 23:22:29,679 - mmaction - INFO - Epoch [69][460/940] lr: 3.343e-01, eta: 3 days, 13:18:19, time: 1.704, data_time: 0.005, memory: 9063, top1_acc: 0.3342, top5_acc: 0.5881, loss_cls: 3.0236, loss: 3.0236, grad_norm: 1.1964 2020-08-04 23:23:03,686 - mmaction - INFO - Epoch [69][480/940] lr: 3.343e-01, eta: 3 days, 13:17:35, time: 1.702, data_time: 0.006, memory: 9063, top1_acc: 0.3291, top5_acc: 0.5730, loss_cls: 3.0992, loss: 3.0992, grad_norm: 1.2000 2020-08-04 23:23:37,560 - mmaction - INFO - Epoch [69][500/940] lr: 3.343e-01, eta: 3 days, 13:16:49, time: 1.690, data_time: 0.004, memory: 9063, top1_acc: 0.3418, top5_acc: 0.5980, loss_cls: 3.0158, loss: 3.0158, grad_norm: 1.1767 2020-08-04 23:24:11,970 - mmaction - INFO - Epoch [69][520/940] lr: 3.343e-01, eta: 3 days, 13:16:10, time: 1.723, data_time: 0.006, memory: 9063, top1_acc: 0.3355, top5_acc: 0.5887, loss_cls: 3.0536, loss: 3.0536, grad_norm: 1.1910 2020-08-04 23:24:46,414 - mmaction - INFO - Epoch [69][540/940] lr: 3.343e-01, eta: 3 days, 13:15:30, time: 1.719, data_time: 0.005, memory: 9063, top1_acc: 0.3238, top5_acc: 0.5732, loss_cls: 3.1107, loss: 3.1107, grad_norm: 1.2078 2020-08-04 23:25:21,313 - mmaction - INFO - Epoch [69][560/940] lr: 3.343e-01, eta: 3 days, 13:14:55, time: 1.742, data_time: 0.006, memory: 9063, top1_acc: 0.3385, top5_acc: 0.5877, loss_cls: 3.0537, loss: 3.0537, grad_norm: 1.1988 2020-08-04 23:25:55,774 - mmaction - INFO - Epoch [69][580/940] lr: 3.343e-01, eta: 3 days, 13:14:17, time: 1.729, data_time: 0.009, memory: 9063, top1_acc: 0.3221, top5_acc: 0.5818, loss_cls: 3.1037, loss: 3.1037, grad_norm: 1.1871 2020-08-04 23:26:31,024 - mmaction - INFO - Epoch [69][600/940] lr: 3.343e-01, eta: 3 days, 13:13:47, time: 1.764, data_time: 0.008, memory: 9063, top1_acc: 0.3271, top5_acc: 0.5814, loss_cls: 3.0907, loss: 3.0907, grad_norm: 1.2051 2020-08-04 23:27:05,147 - mmaction - INFO - Epoch [69][620/940] lr: 3.343e-01, eta: 3 days, 13:13:04, time: 1.705, data_time: 0.001, memory: 9063, top1_acc: 0.3287, top5_acc: 0.5863, loss_cls: 3.0427, loss: 3.0427, grad_norm: 1.1676 2020-08-04 23:27:39,413 - mmaction - INFO - Epoch [69][640/940] lr: 3.343e-01, eta: 3 days, 13:12:22, time: 1.710, data_time: 0.008, memory: 9063, top1_acc: 0.3221, top5_acc: 0.5715, loss_cls: 3.1064, loss: 3.1064, grad_norm: 1.2170 2020-08-04 23:28:13,888 - mmaction - INFO - Epoch [69][660/940] lr: 3.343e-01, eta: 3 days, 13:11:43, time: 1.727, data_time: 0.007, memory: 9063, top1_acc: 0.3205, top5_acc: 0.5834, loss_cls: 3.0746, loss: 3.0746, grad_norm: 1.1923 2020-08-04 23:28:47,640 - mmaction - INFO - Epoch [69][680/940] lr: 3.343e-01, eta: 3 days, 13:10:56, time: 1.686, data_time: 0.007, memory: 9063, top1_acc: 0.3350, top5_acc: 0.5764, loss_cls: 3.0872, loss: 3.0872, grad_norm: 1.1867 2020-08-04 23:29:23,056 - mmaction - INFO - Epoch [69][700/940] lr: 3.343e-01, eta: 3 days, 13:10:28, time: 1.773, data_time: 0.006, memory: 9063, top1_acc: 0.3287, top5_acc: 0.5820, loss_cls: 3.0827, loss: 3.0827, grad_norm: 1.1974 2020-08-04 23:29:59,015 - mmaction - INFO - Epoch [69][720/940] lr: 3.343e-01, eta: 3 days, 13:10:04, time: 1.793, data_time: 0.005, memory: 9063, top1_acc: 0.3334, top5_acc: 0.5828, loss_cls: 3.0536, loss: 3.0536, grad_norm: 1.2042 2020-08-04 23:30:31,269 - mmaction - INFO - Epoch [69][740/940] lr: 3.343e-01, eta: 3 days, 13:09:02, time: 1.618, data_time: 0.008, memory: 9063, top1_acc: 0.3207, top5_acc: 0.5922, loss_cls: 3.0852, loss: 3.0852, grad_norm: 1.2154 2020-08-04 23:31:05,703 - mmaction - INFO - Epoch [69][760/940] lr: 3.343e-01, eta: 3 days, 13:08:21, time: 1.717, data_time: 0.005, memory: 9063, top1_acc: 0.3309, top5_acc: 0.5896, loss_cls: 3.0625, loss: 3.0625, grad_norm: 1.1767 2020-08-04 23:31:40,612 - mmaction - INFO - Epoch [69][780/940] lr: 3.343e-01, eta: 3 days, 13:07:49, time: 1.750, data_time: 0.008, memory: 9063, top1_acc: 0.3266, top5_acc: 0.5758, loss_cls: 3.0879, loss: 3.0879, grad_norm: 1.1825 2020-08-04 23:32:14,017 - mmaction - INFO - Epoch [69][800/940] lr: 3.343e-01, eta: 3 days, 13:06:57, time: 1.668, data_time: 0.005, memory: 9063, top1_acc: 0.3270, top5_acc: 0.5861, loss_cls: 3.0642, loss: 3.0642, grad_norm: 1.2092 2020-08-04 23:32:48,239 - mmaction - INFO - Epoch [69][820/940] lr: 3.343e-01, eta: 3 days, 13:06:16, time: 1.713, data_time: 0.006, memory: 9063, top1_acc: 0.3379, top5_acc: 0.5955, loss_cls: 3.0226, loss: 3.0226, grad_norm: 1.1981 2020-08-04 23:33:24,738 - mmaction - INFO - Epoch [69][840/940] lr: 3.343e-01, eta: 3 days, 13:05:59, time: 1.824, data_time: 0.009, memory: 9063, top1_acc: 0.3340, top5_acc: 0.5908, loss_cls: 3.0375, loss: 3.0375, grad_norm: 1.1934 2020-08-04 23:33:58,490 - mmaction - INFO - Epoch [69][860/940] lr: 3.343e-01, eta: 3 days, 13:05:12, time: 1.687, data_time: 0.006, memory: 9063, top1_acc: 0.3342, top5_acc: 0.5934, loss_cls: 3.0742, loss: 3.0742, grad_norm: 1.2001 2020-08-04 23:34:32,839 - mmaction - INFO - Epoch [69][880/940] lr: 3.343e-01, eta: 3 days, 13:04:33, time: 1.719, data_time: 0.006, memory: 9063, top1_acc: 0.3352, top5_acc: 0.5902, loss_cls: 3.0689, loss: 3.0689, grad_norm: 1.1715 2020-08-04 23:35:07,301 - mmaction - INFO - Epoch [69][900/940] lr: 3.343e-01, eta: 3 days, 13:03:54, time: 1.723, data_time: 0.003, memory: 9063, top1_acc: 0.3328, top5_acc: 0.5867, loss_cls: 3.0563, loss: 3.0563, grad_norm: 1.2287 2020-08-04 23:35:38,983 - mmaction - INFO - Epoch [69][920/940] lr: 3.343e-01, eta: 3 days, 13:02:44, time: 1.584, data_time: 0.002, memory: 9063, top1_acc: 0.3475, top5_acc: 0.5873, loss_cls: 3.0544, loss: 3.0544, grad_norm: 1.2103 2020-08-04 23:36:12,872 - mmaction - INFO - Epoch [69][940/940] lr: 3.343e-01, eta: 3 days, 13:01:59, time: 1.694, data_time: 0.007, memory: 9063, top1_acc: 0.3267, top5_acc: 0.5806, loss_cls: 3.0877, loss: 3.0877, grad_norm: 1.1960 2020-08-04 23:37:17,853 - mmaction - INFO - Epoch [70][20/940] lr: 3.325e-01, eta: 3 days, 13:06:50, time: 3.227, data_time: 0.465, memory: 9063, top1_acc: 0.3225, top5_acc: 0.5709, loss_cls: 3.0823, loss: 3.0823, grad_norm: 1.1926 2020-08-04 23:37:46,380 - mmaction - INFO - Epoch [70][40/940] lr: 3.325e-01, eta: 3 days, 13:05:06, time: 1.429, data_time: 0.007, memory: 9063, top1_acc: 0.3225, top5_acc: 0.5785, loss_cls: 3.0682, loss: 3.0682, grad_norm: 1.1955 2020-08-04 23:38:18,143 - mmaction - INFO - Epoch [70][60/940] lr: 3.325e-01, eta: 3 days, 13:03:57, time: 1.586, data_time: 0.004, memory: 9063, top1_acc: 0.3365, top5_acc: 0.5934, loss_cls: 3.0565, loss: 3.0565, grad_norm: 1.2136 2020-08-04 23:38:53,407 - mmaction - INFO - Epoch [70][80/940] lr: 3.325e-01, eta: 3 days, 13:03:27, time: 1.764, data_time: 0.005, memory: 9063, top1_acc: 0.3252, top5_acc: 0.5840, loss_cls: 3.1004, loss: 3.1004, grad_norm: 1.2014 2020-08-04 23:39:27,840 - mmaction - INFO - Epoch [70][100/940] lr: 3.325e-01, eta: 3 days, 13:02:48, time: 1.722, data_time: 0.005, memory: 9063, top1_acc: 0.3283, top5_acc: 0.5777, loss_cls: 3.0722, loss: 3.0722, grad_norm: 1.2030 2020-08-04 23:40:01,809 - mmaction - INFO - Epoch [70][120/940] lr: 3.325e-01, eta: 3 days, 13:02:03, time: 1.696, data_time: 0.005, memory: 9063, top1_acc: 0.3334, top5_acc: 0.5869, loss_cls: 3.0529, loss: 3.0529, grad_norm: 1.2157 2020-08-04 23:40:35,939 - mmaction - INFO - Epoch [70][140/940] lr: 3.325e-01, eta: 3 days, 13:01:21, time: 1.710, data_time: 0.006, memory: 9063, top1_acc: 0.3213, top5_acc: 0.5756, loss_cls: 3.1219, loss: 3.1219, grad_norm: 1.1991 2020-08-04 23:41:08,661 - mmaction - INFO - Epoch [70][160/940] lr: 3.325e-01, eta: 3 days, 13:00:22, time: 1.636, data_time: 0.004, memory: 9063, top1_acc: 0.3281, top5_acc: 0.5762, loss_cls: 3.0815, loss: 3.0815, grad_norm: 1.2012 2020-08-04 23:41:43,812 - mmaction - INFO - Epoch [70][180/940] lr: 3.325e-01, eta: 3 days, 12:59:51, time: 1.757, data_time: 0.002, memory: 9063, top1_acc: 0.3354, top5_acc: 0.5859, loss_cls: 3.0353, loss: 3.0353, grad_norm: 1.1881 2020-08-04 23:42:18,087 - mmaction - INFO - Epoch [70][200/940] lr: 3.325e-01, eta: 3 days, 12:59:08, time: 1.709, data_time: 0.005, memory: 9063, top1_acc: 0.3381, top5_acc: 0.5717, loss_cls: 3.0553, loss: 3.0553, grad_norm: 1.1778 2020-08-04 23:42:53,164 - mmaction - INFO - Epoch [70][220/940] lr: 3.325e-01, eta: 3 days, 12:58:36, time: 1.756, data_time: 0.008, memory: 9063, top1_acc: 0.3312, top5_acc: 0.5988, loss_cls: 3.0165, loss: 3.0165, grad_norm: 1.1974 2020-08-04 23:43:27,386 - mmaction - INFO - Epoch [70][240/940] lr: 3.325e-01, eta: 3 days, 12:57:55, time: 1.711, data_time: 0.010, memory: 9063, top1_acc: 0.3375, top5_acc: 0.6016, loss_cls: 3.0053, loss: 3.0053, grad_norm: 1.2004 2020-08-04 23:44:01,527 - mmaction - INFO - Epoch [70][260/940] lr: 3.325e-01, eta: 3 days, 12:57:13, time: 1.710, data_time: 0.006, memory: 9063, top1_acc: 0.3381, top5_acc: 0.5963, loss_cls: 3.0290, loss: 3.0290, grad_norm: 1.2113 2020-08-04 23:44:34,722 - mmaction - INFO - Epoch [70][280/940] lr: 3.325e-01, eta: 3 days, 12:56:20, time: 1.659, data_time: 0.005, memory: 9063, top1_acc: 0.3350, top5_acc: 0.5840, loss_cls: 3.0617, loss: 3.0617, grad_norm: 1.2000 2020-08-04 23:45:09,084 - mmaction - INFO - Epoch [70][300/940] lr: 3.325e-01, eta: 3 days, 12:55:40, time: 1.719, data_time: 0.005, memory: 9063, top1_acc: 0.3373, top5_acc: 0.5879, loss_cls: 3.0532, loss: 3.0532, grad_norm: 1.1874 2020-08-04 23:45:44,565 - mmaction - INFO - Epoch [70][320/940] lr: 3.325e-01, eta: 3 days, 12:55:12, time: 1.775, data_time: 0.002, memory: 9063, top1_acc: 0.3473, top5_acc: 0.6023, loss_cls: 3.0013, loss: 3.0013, grad_norm: 1.2036 2020-08-04 23:46:18,688 - mmaction - INFO - Epoch [70][340/940] lr: 3.325e-01, eta: 3 days, 12:54:29, time: 1.704, data_time: 0.004, memory: 9063, top1_acc: 0.3381, top5_acc: 0.5850, loss_cls: 3.0496, loss: 3.0496, grad_norm: 1.1740 2020-08-04 23:46:53,875 - mmaction - INFO - Epoch [70][360/940] lr: 3.325e-01, eta: 3 days, 12:53:58, time: 1.761, data_time: 0.005, memory: 9063, top1_acc: 0.3281, top5_acc: 0.5818, loss_cls: 3.0564, loss: 3.0564, grad_norm: 1.2328 2020-08-04 23:47:27,456 - mmaction - INFO - Epoch [70][380/940] lr: 3.325e-01, eta: 3 days, 12:53:10, time: 1.678, data_time: 0.007, memory: 9063, top1_acc: 0.3281, top5_acc: 0.5846, loss_cls: 3.0888, loss: 3.0888, grad_norm: 1.2036 2020-08-04 23:48:01,883 - mmaction - INFO - Epoch [70][400/940] lr: 3.325e-01, eta: 3 days, 12:52:30, time: 1.721, data_time: 0.005, memory: 9063, top1_acc: 0.3291, top5_acc: 0.5811, loss_cls: 3.0547, loss: 3.0547, grad_norm: 1.1969 2020-08-04 23:48:36,921 - mmaction - INFO - Epoch [70][420/940] lr: 3.325e-01, eta: 3 days, 12:51:58, time: 1.753, data_time: 0.007, memory: 9063, top1_acc: 0.3332, top5_acc: 0.5895, loss_cls: 3.0534, loss: 3.0534, grad_norm: 1.2008 2020-08-04 23:49:10,830 - mmaction - INFO - Epoch [70][440/940] lr: 3.325e-01, eta: 3 days, 12:51:13, time: 1.694, data_time: 0.006, memory: 9063, top1_acc: 0.3240, top5_acc: 0.5803, loss_cls: 3.0885, loss: 3.0885, grad_norm: 1.2074 2020-08-04 23:49:45,648 - mmaction - INFO - Epoch [70][460/940] lr: 3.325e-01, eta: 3 days, 12:50:38, time: 1.743, data_time: 0.006, memory: 9063, top1_acc: 0.3330, top5_acc: 0.5879, loss_cls: 3.0402, loss: 3.0402, grad_norm: 1.2052 2020-08-04 23:50:20,564 - mmaction - INFO - Epoch [70][480/940] lr: 3.325e-01, eta: 3 days, 12:50:04, time: 1.745, data_time: 0.005, memory: 9063, top1_acc: 0.3398, top5_acc: 0.5828, loss_cls: 3.0418, loss: 3.0418, grad_norm: 1.1883 2020-08-04 23:50:55,567 - mmaction - INFO - Epoch [70][500/940] lr: 3.325e-01, eta: 3 days, 12:49:31, time: 1.751, data_time: 0.005, memory: 9063, top1_acc: 0.3266, top5_acc: 0.5859, loss_cls: 3.0937, loss: 3.0937, grad_norm: 1.1882 2020-08-04 23:51:30,473 - mmaction - INFO - Epoch [70][520/940] lr: 3.325e-01, eta: 3 days, 12:48:56, time: 1.744, data_time: 0.005, memory: 9063, top1_acc: 0.3254, top5_acc: 0.5857, loss_cls: 3.0646, loss: 3.0646, grad_norm: 1.1893 2020-08-04 23:52:04,349 - mmaction - INFO - Epoch [70][540/940] lr: 3.325e-01, eta: 3 days, 12:48:11, time: 1.695, data_time: 0.005, memory: 9063, top1_acc: 0.3264, top5_acc: 0.5975, loss_cls: 3.0482, loss: 3.0482, grad_norm: 1.2128 2020-08-04 23:52:38,090 - mmaction - INFO - Epoch [70][560/940] lr: 3.325e-01, eta: 3 days, 12:47:24, time: 1.685, data_time: 0.005, memory: 9063, top1_acc: 0.3203, top5_acc: 0.5684, loss_cls: 3.1491, loss: 3.1491, grad_norm: 1.2103 2020-08-04 23:53:11,902 - mmaction - INFO - Epoch [70][580/940] lr: 3.325e-01, eta: 3 days, 12:46:39, time: 1.693, data_time: 0.006, memory: 9063, top1_acc: 0.3383, top5_acc: 0.5936, loss_cls: 3.0213, loss: 3.0213, grad_norm: 1.1877 2020-08-04 23:53:46,808 - mmaction - INFO - Epoch [70][600/940] lr: 3.325e-01, eta: 3 days, 12:46:05, time: 1.745, data_time: 0.003, memory: 9063, top1_acc: 0.3303, top5_acc: 0.5889, loss_cls: 3.0755, loss: 3.0755, grad_norm: 1.2160 2020-08-04 23:54:20,591 - mmaction - INFO - Epoch [70][620/940] lr: 3.325e-01, eta: 3 days, 12:45:18, time: 1.686, data_time: 0.005, memory: 9063, top1_acc: 0.3361, top5_acc: 0.5871, loss_cls: 3.0271, loss: 3.0271, grad_norm: 1.1813 2020-08-04 23:54:56,296 - mmaction - INFO - Epoch [70][640/940] lr: 3.325e-01, eta: 3 days, 12:44:53, time: 1.788, data_time: 0.007, memory: 9063, top1_acc: 0.3420, top5_acc: 0.5881, loss_cls: 3.0409, loss: 3.0409, grad_norm: 1.2032 2020-08-04 23:55:30,240 - mmaction - INFO - Epoch [70][660/940] lr: 3.325e-01, eta: 3 days, 12:44:09, time: 1.696, data_time: 0.008, memory: 9063, top1_acc: 0.3377, top5_acc: 0.5885, loss_cls: 3.0355, loss: 3.0355, grad_norm: 1.2018 2020-08-04 23:56:05,339 - mmaction - INFO - Epoch [70][680/940] lr: 3.325e-01, eta: 3 days, 12:43:37, time: 1.757, data_time: 0.006, memory: 9063, top1_acc: 0.3273, top5_acc: 0.5791, loss_cls: 3.0693, loss: 3.0693, grad_norm: 1.2257 2020-08-04 23:56:39,438 - mmaction - INFO - Epoch [70][700/940] lr: 3.325e-01, eta: 3 days, 12:42:54, time: 1.703, data_time: 0.005, memory: 9063, top1_acc: 0.3307, top5_acc: 0.5854, loss_cls: 3.0586, loss: 3.0586, grad_norm: 1.1808 2020-08-04 23:57:13,602 - mmaction - INFO - Epoch [70][720/940] lr: 3.325e-01, eta: 3 days, 12:42:12, time: 1.709, data_time: 0.006, memory: 9063, top1_acc: 0.3350, top5_acc: 0.5729, loss_cls: 3.1181, loss: 3.1181, grad_norm: 1.1972 2020-08-04 23:57:48,131 - mmaction - INFO - Epoch [70][740/940] lr: 3.325e-01, eta: 3 days, 12:41:34, time: 1.727, data_time: 0.005, memory: 9063, top1_acc: 0.3184, top5_acc: 0.5850, loss_cls: 3.1035, loss: 3.1035, grad_norm: 1.1912 2020-08-04 23:58:21,328 - mmaction - INFO - Epoch [70][760/940] lr: 3.325e-01, eta: 3 days, 12:40:42, time: 1.658, data_time: 0.004, memory: 9063, top1_acc: 0.3305, top5_acc: 0.5861, loss_cls: 3.0933, loss: 3.0933, grad_norm: 1.1931 2020-08-04 23:58:55,431 - mmaction - INFO - Epoch [70][780/940] lr: 3.325e-01, eta: 3 days, 12:40:00, time: 1.706, data_time: 0.007, memory: 9063, top1_acc: 0.3293, top5_acc: 0.5848, loss_cls: 3.0685, loss: 3.0685, grad_norm: 1.1967 2020-08-04 23:59:30,523 - mmaction - INFO - Epoch [70][800/940] lr: 3.325e-01, eta: 3 days, 12:39:28, time: 1.756, data_time: 0.004, memory: 9063, top1_acc: 0.3252, top5_acc: 0.5775, loss_cls: 3.1106, loss: 3.1106, grad_norm: 1.1844 2020-08-05 00:00:09,031 - mmaction - INFO - Epoch [70][820/940] lr: 3.325e-01, eta: 3 days, 12:39:30, time: 1.922, data_time: 0.005, memory: 9063, top1_acc: 0.3326, top5_acc: 0.5842, loss_cls: 3.0640, loss: 3.0640, grad_norm: 1.1872 2020-08-05 00:00:39,185 - mmaction - INFO - Epoch [70][840/940] lr: 3.325e-01, eta: 3 days, 12:38:07, time: 1.511, data_time: 0.007, memory: 9063, top1_acc: 0.3342, top5_acc: 0.5863, loss_cls: 3.0562, loss: 3.0562, grad_norm: 1.1900 2020-08-05 00:01:12,635 - mmaction - INFO - Epoch [70][860/940] lr: 3.325e-01, eta: 3 days, 12:37:18, time: 1.671, data_time: 0.005, memory: 9063, top1_acc: 0.3389, top5_acc: 0.5945, loss_cls: 3.0213, loss: 3.0213, grad_norm: 1.2206 2020-08-05 00:01:47,486 - mmaction - INFO - Epoch [70][880/940] lr: 3.325e-01, eta: 3 days, 12:36:43, time: 1.740, data_time: 0.006, memory: 9063, top1_acc: 0.3281, top5_acc: 0.5777, loss_cls: 3.1160, loss: 3.1160, grad_norm: 1.1888 2020-08-05 00:04:15,212 - mmaction - INFO - Epoch [70][900/940] lr: 3.325e-01, eta: 3 days, 12:55:38, time: 7.389, data_time: 0.010, memory: 9063, top1_acc: 0.3393, top5_acc: 0.5949, loss_cls: 3.0437, loss: 3.0437, grad_norm: 1.1813 2020-08-05 00:04:42,254 - mmaction - INFO - Epoch [70][920/940] lr: 3.325e-01, eta: 3 days, 12:53:42, time: 1.353, data_time: 0.004, memory: 9063, top1_acc: 0.3404, top5_acc: 0.5961, loss_cls: 3.0468, loss: 3.0468, grad_norm: 1.1934 2020-08-05 00:05:08,930 - mmaction - INFO - Epoch [70][940/940] lr: 3.325e-01, eta: 3 days, 12:51:41, time: 1.334, data_time: 0.006, memory: 9063, top1_acc: 0.3421, top5_acc: 0.5944, loss_cls: 3.0163, loss: 3.0163, grad_norm: 1.1929 2020-08-05 00:05:55,320 - mmaction - INFO - Epoch [71][20/940] lr: 3.306e-01, eta: 3 days, 12:53:00, time: 2.301, data_time: 0.576, memory: 9063, top1_acc: 0.3250, top5_acc: 0.5709, loss_cls: 3.1241, loss: 3.1241, grad_norm: 1.1872 2020-08-05 00:06:24,699 - mmaction - INFO - Epoch [71][40/940] lr: 3.306e-01, eta: 3 days, 12:51:29, time: 1.472, data_time: 0.007, memory: 9063, top1_acc: 0.3361, top5_acc: 0.5920, loss_cls: 3.0329, loss: 3.0329, grad_norm: 1.1779 2020-08-05 00:06:58,065 - mmaction - INFO - Epoch [71][60/940] lr: 3.306e-01, eta: 3 days, 12:50:37, time: 1.668, data_time: 0.005, memory: 9063, top1_acc: 0.3447, top5_acc: 0.6062, loss_cls: 2.9686, loss: 2.9686, grad_norm: 1.2221 2020-08-05 00:07:32,955 - mmaction - INFO - Epoch [71][80/940] lr: 3.306e-01, eta: 3 days, 12:50:01, time: 1.740, data_time: 0.006, memory: 9063, top1_acc: 0.3502, top5_acc: 0.5949, loss_cls: 3.0033, loss: 3.0033, grad_norm: 1.2006 2020-08-05 00:08:07,929 - mmaction - INFO - Epoch [71][100/940] lr: 3.306e-01, eta: 3 days, 12:49:27, time: 1.754, data_time: 0.008, memory: 9063, top1_acc: 0.3348, top5_acc: 0.5840, loss_cls: 3.0489, loss: 3.0489, grad_norm: 1.1872 2020-08-05 00:08:41,769 - mmaction - INFO - Epoch [71][120/940] lr: 3.306e-01, eta: 3 days, 12:48:41, time: 1.692, data_time: 0.004, memory: 9063, top1_acc: 0.3293, top5_acc: 0.5881, loss_cls: 3.0377, loss: 3.0377, grad_norm: 1.1927 2020-08-05 00:09:15,783 - mmaction - INFO - Epoch [71][140/940] lr: 3.306e-01, eta: 3 days, 12:47:56, time: 1.699, data_time: 0.005, memory: 9063, top1_acc: 0.3426, top5_acc: 0.5875, loss_cls: 3.0234, loss: 3.0234, grad_norm: 1.1837 2020-08-05 00:09:50,474 - mmaction - INFO - Epoch [71][160/940] lr: 3.306e-01, eta: 3 days, 12:47:18, time: 1.734, data_time: 0.006, memory: 9063, top1_acc: 0.3434, top5_acc: 0.5959, loss_cls: 3.0121, loss: 3.0121, grad_norm: 1.2019 2020-08-05 00:10:24,071 - mmaction - INFO - Epoch [71][180/940] lr: 3.306e-01, eta: 3 days, 12:46:29, time: 1.680, data_time: 0.007, memory: 9063, top1_acc: 0.3322, top5_acc: 0.5824, loss_cls: 3.0690, loss: 3.0690, grad_norm: 1.2315 2020-08-05 00:10:59,153 - mmaction - INFO - Epoch [71][200/940] lr: 3.306e-01, eta: 3 days, 12:45:56, time: 1.756, data_time: 0.006, memory: 9063, top1_acc: 0.3164, top5_acc: 0.5752, loss_cls: 3.0973, loss: 3.0973, grad_norm: 1.2121 2020-08-05 00:11:32,701 - mmaction - INFO - Epoch [71][220/940] lr: 3.306e-01, eta: 3 days, 12:45:07, time: 1.676, data_time: 0.003, memory: 9063, top1_acc: 0.3396, top5_acc: 0.5930, loss_cls: 3.0225, loss: 3.0225, grad_norm: 1.1726 2020-08-05 00:12:07,967 - mmaction - INFO - Epoch [71][240/940] lr: 3.306e-01, eta: 3 days, 12:44:35, time: 1.765, data_time: 0.006, memory: 9063, top1_acc: 0.3316, top5_acc: 0.5842, loss_cls: 3.0711, loss: 3.0711, grad_norm: 1.1978 2020-08-05 00:12:41,449 - mmaction - INFO - Epoch [71][260/940] lr: 3.306e-01, eta: 3 days, 12:43:45, time: 1.672, data_time: 0.005, memory: 9063, top1_acc: 0.3379, top5_acc: 0.5889, loss_cls: 3.0330, loss: 3.0330, grad_norm: 1.1778 2020-08-05 00:13:14,991 - mmaction - INFO - Epoch [71][280/940] lr: 3.306e-01, eta: 3 days, 12:42:56, time: 1.677, data_time: 0.007, memory: 9063, top1_acc: 0.3305, top5_acc: 0.5797, loss_cls: 3.0714, loss: 3.0714, grad_norm: 1.2017 2020-08-05 00:13:49,527 - mmaction - INFO - Epoch [71][300/940] lr: 3.306e-01, eta: 3 days, 12:42:16, time: 1.723, data_time: 0.006, memory: 9063, top1_acc: 0.3334, top5_acc: 0.5867, loss_cls: 3.0415, loss: 3.0415, grad_norm: 1.2144 2020-08-05 00:14:23,632 - mmaction - INFO - Epoch [71][320/940] lr: 3.306e-01, eta: 3 days, 12:41:34, time: 1.711, data_time: 0.008, memory: 9063, top1_acc: 0.3330, top5_acc: 0.5879, loss_cls: 3.0740, loss: 3.0740, grad_norm: 1.1758 2020-08-05 00:14:58,330 - mmaction - INFO - Epoch [71][340/940] lr: 3.306e-01, eta: 3 days, 12:40:57, time: 1.735, data_time: 0.002, memory: 9063, top1_acc: 0.3283, top5_acc: 0.5848, loss_cls: 3.0736, loss: 3.0736, grad_norm: 1.1911 2020-08-05 00:15:33,207 - mmaction - INFO - Epoch [71][360/940] lr: 3.306e-01, eta: 3 days, 12:40:20, time: 1.740, data_time: 0.005, memory: 9063, top1_acc: 0.3318, top5_acc: 0.5797, loss_cls: 3.0993, loss: 3.0993, grad_norm: 1.2030 2020-08-05 00:16:07,770 - mmaction - INFO - Epoch [71][380/940] lr: 3.306e-01, eta: 3 days, 12:39:42, time: 1.733, data_time: 0.007, memory: 9063, top1_acc: 0.3305, top5_acc: 0.5768, loss_cls: 3.0787, loss: 3.0787, grad_norm: 1.2015 2020-08-05 00:16:43,414 - mmaction - INFO - Epoch [71][400/940] lr: 3.306e-01, eta: 3 days, 12:39:14, time: 1.779, data_time: 0.007, memory: 9063, top1_acc: 0.3354, top5_acc: 0.5891, loss_cls: 3.0444, loss: 3.0444, grad_norm: 1.1822 2020-08-05 00:17:17,897 - mmaction - INFO - Epoch [71][420/940] lr: 3.306e-01, eta: 3 days, 12:38:35, time: 1.728, data_time: 0.007, memory: 9063, top1_acc: 0.3367, top5_acc: 0.5889, loss_cls: 3.0363, loss: 3.0363, grad_norm: 1.2177 2020-08-05 00:17:51,901 - mmaction - INFO - Epoch [71][440/940] lr: 3.306e-01, eta: 3 days, 12:37:50, time: 1.696, data_time: 0.007, memory: 9063, top1_acc: 0.3258, top5_acc: 0.5686, loss_cls: 3.0980, loss: 3.0980, grad_norm: 1.2104 2020-08-05 00:18:25,696 - mmaction - INFO - Epoch [71][460/940] lr: 3.306e-01, eta: 3 days, 12:37:04, time: 1.694, data_time: 0.007, memory: 9063, top1_acc: 0.3270, top5_acc: 0.5805, loss_cls: 3.0724, loss: 3.0724, grad_norm: 1.1644 2020-08-05 00:19:01,033 - mmaction - INFO - Epoch [71][480/940] lr: 3.306e-01, eta: 3 days, 12:36:33, time: 1.766, data_time: 0.005, memory: 9063, top1_acc: 0.3289, top5_acc: 0.5869, loss_cls: 3.0822, loss: 3.0822, grad_norm: 1.2014 2020-08-05 00:19:34,613 - mmaction - INFO - Epoch [71][500/940] lr: 3.306e-01, eta: 3 days, 12:35:44, time: 1.677, data_time: 0.005, memory: 9063, top1_acc: 0.3303, top5_acc: 0.5799, loss_cls: 3.0767, loss: 3.0767, grad_norm: 1.2062 2020-08-05 00:20:09,645 - mmaction - INFO - Epoch [71][520/940] lr: 3.306e-01, eta: 3 days, 12:35:10, time: 1.753, data_time: 0.005, memory: 9063, top1_acc: 0.3518, top5_acc: 0.6012, loss_cls: 2.9640, loss: 2.9640, grad_norm: 1.1954 2020-08-05 00:20:42,725 - mmaction - INFO - Epoch [71][540/940] lr: 3.306e-01, eta: 3 days, 12:34:17, time: 1.655, data_time: 0.003, memory: 9063, top1_acc: 0.3281, top5_acc: 0.5742, loss_cls: 3.0947, loss: 3.0947, grad_norm: 1.2078 2020-08-05 00:21:17,798 - mmaction - INFO - Epoch [71][560/940] lr: 3.306e-01, eta: 3 days, 12:33:43, time: 1.750, data_time: 0.005, memory: 9063, top1_acc: 0.3287, top5_acc: 0.5906, loss_cls: 3.0537, loss: 3.0537, grad_norm: 1.2058 2020-08-05 00:21:52,533 - mmaction - INFO - Epoch [71][580/940] lr: 3.306e-01, eta: 3 days, 12:33:06, time: 1.740, data_time: 0.007, memory: 9063, top1_acc: 0.3438, top5_acc: 0.5871, loss_cls: 3.0260, loss: 3.0260, grad_norm: 1.1774 2020-08-05 00:22:26,414 - mmaction - INFO - Epoch [71][600/940] lr: 3.306e-01, eta: 3 days, 12:32:21, time: 1.694, data_time: 0.005, memory: 9063, top1_acc: 0.3316, top5_acc: 0.5768, loss_cls: 3.0930, loss: 3.0930, grad_norm: 1.2060 2020-08-05 00:23:00,124 - mmaction - INFO - Epoch [71][620/940] lr: 3.306e-01, eta: 3 days, 12:31:34, time: 1.685, data_time: 0.004, memory: 9063, top1_acc: 0.3350, top5_acc: 0.5840, loss_cls: 3.0606, loss: 3.0606, grad_norm: 1.2042 2020-08-05 00:23:35,609 - mmaction - INFO - Epoch [71][640/940] lr: 3.306e-01, eta: 3 days, 12:31:04, time: 1.770, data_time: 0.005, memory: 9063, top1_acc: 0.3250, top5_acc: 0.5809, loss_cls: 3.1156, loss: 3.1156, grad_norm: 1.2183 2020-08-05 00:24:11,256 - mmaction - INFO - Epoch [71][660/940] lr: 3.306e-01, eta: 3 days, 12:30:37, time: 1.787, data_time: 0.007, memory: 9063, top1_acc: 0.3219, top5_acc: 0.5834, loss_cls: 3.1030, loss: 3.1030, grad_norm: 1.2019 2020-08-05 00:24:44,570 - mmaction - INFO - Epoch [71][680/940] lr: 3.306e-01, eta: 3 days, 12:29:45, time: 1.663, data_time: 0.007, memory: 9063, top1_acc: 0.3314, top5_acc: 0.5855, loss_cls: 3.0571, loss: 3.0571, grad_norm: 1.1729 2020-08-05 00:25:18,669 - mmaction - INFO - Epoch [71][700/940] lr: 3.306e-01, eta: 3 days, 12:29:02, time: 1.705, data_time: 0.006, memory: 9063, top1_acc: 0.3256, top5_acc: 0.5781, loss_cls: 3.0923, loss: 3.0923, grad_norm: 1.1830 2020-08-05 00:25:54,370 - mmaction - INFO - Epoch [71][720/940] lr: 3.306e-01, eta: 3 days, 12:28:35, time: 1.788, data_time: 0.007, memory: 9063, top1_acc: 0.3365, top5_acc: 0.5863, loss_cls: 3.0758, loss: 3.0758, grad_norm: 1.1895 2020-08-05 00:26:29,717 - mmaction - INFO - Epoch [71][740/940] lr: 3.306e-01, eta: 3 days, 12:28:04, time: 1.766, data_time: 0.007, memory: 9063, top1_acc: 0.3395, top5_acc: 0.5873, loss_cls: 3.0285, loss: 3.0285, grad_norm: 1.1919 2020-08-05 00:27:04,257 - mmaction - INFO - Epoch [71][760/940] lr: 3.306e-01, eta: 3 days, 12:27:26, time: 1.729, data_time: 0.005, memory: 9063, top1_acc: 0.3240, top5_acc: 0.5738, loss_cls: 3.1245, loss: 3.1245, grad_norm: 1.2040 2020-08-05 00:27:39,090 - mmaction - INFO - Epoch [71][780/940] lr: 3.306e-01, eta: 3 days, 12:26:49, time: 1.740, data_time: 0.005, memory: 9063, top1_acc: 0.3172, top5_acc: 0.5719, loss_cls: 3.1216, loss: 3.1216, grad_norm: 1.2156 2020-08-05 00:28:13,724 - mmaction - INFO - Epoch [71][800/940] lr: 3.306e-01, eta: 3 days, 12:26:12, time: 1.732, data_time: 0.007, memory: 9063, top1_acc: 0.3262, top5_acc: 0.5854, loss_cls: 3.0457, loss: 3.0457, grad_norm: 1.2061 2020-08-05 00:28:47,480 - mmaction - INFO - Epoch [71][820/940] lr: 3.306e-01, eta: 3 days, 12:25:25, time: 1.687, data_time: 0.006, memory: 9063, top1_acc: 0.3268, top5_acc: 0.5811, loss_cls: 3.0679, loss: 3.0679, grad_norm: 1.1880 2020-08-05 00:29:22,031 - mmaction - INFO - Epoch [71][840/940] lr: 3.306e-01, eta: 3 days, 12:24:46, time: 1.728, data_time: 0.006, memory: 9063, top1_acc: 0.3471, top5_acc: 0.6018, loss_cls: 3.0006, loss: 3.0006, grad_norm: 1.1763 2020-08-05 00:29:57,732 - mmaction - INFO - Epoch [71][860/940] lr: 3.306e-01, eta: 3 days, 12:24:19, time: 1.786, data_time: 0.006, memory: 9063, top1_acc: 0.3422, top5_acc: 0.5912, loss_cls: 3.0260, loss: 3.0260, grad_norm: 1.1957 2020-08-05 00:30:32,496 - mmaction - INFO - Epoch [71][880/940] lr: 3.306e-01, eta: 3 days, 12:23:42, time: 1.734, data_time: 0.005, memory: 9063, top1_acc: 0.3266, top5_acc: 0.5764, loss_cls: 3.1104, loss: 3.1104, grad_norm: 1.2185 2020-08-05 00:31:07,707 - mmaction - INFO - Epoch [71][900/940] lr: 3.306e-01, eta: 3 days, 12:23:10, time: 1.762, data_time: 0.007, memory: 9063, top1_acc: 0.3316, top5_acc: 0.5840, loss_cls: 3.0700, loss: 3.0700, grad_norm: 1.2113 2020-08-05 00:31:40,539 - mmaction - INFO - Epoch [71][920/940] lr: 3.306e-01, eta: 3 days, 12:22:15, time: 1.643, data_time: 0.007, memory: 9063, top1_acc: 0.3332, top5_acc: 0.5777, loss_cls: 3.0922, loss: 3.0922, grad_norm: 1.2054 2020-08-05 00:32:14,662 - mmaction - INFO - Epoch [71][940/940] lr: 3.306e-01, eta: 3 days, 12:21:32, time: 1.707, data_time: 0.006, memory: 9063, top1_acc: 0.3395, top5_acc: 0.5915, loss_cls: 3.0549, loss: 3.0549, grad_norm: 1.2064 2020-08-05 00:34:20,907 - mmaction - INFO - Epoch [72][20/940] lr: 3.288e-01, eta: 3 days, 12:35:41, time: 6.291, data_time: 0.399, memory: 9063, top1_acc: 0.3359, top5_acc: 0.5922, loss_cls: 3.0468, loss: 3.0468, grad_norm: 1.1913 2020-08-05 00:34:48,190 - mmaction - INFO - Epoch [72][40/940] lr: 3.288e-01, eta: 3 days, 12:33:52, time: 1.370, data_time: 0.009, memory: 9063, top1_acc: 0.3398, top5_acc: 0.5869, loss_cls: 3.0463, loss: 3.0463, grad_norm: 1.1933 2020-08-05 00:35:18,348 - mmaction - INFO - Epoch [72][60/940] lr: 3.288e-01, eta: 3 days, 12:32:30, time: 1.505, data_time: 0.008, memory: 9063, top1_acc: 0.3330, top5_acc: 0.5895, loss_cls: 3.0488, loss: 3.0488, grad_norm: 1.2027 2020-08-05 00:35:51,449 - mmaction - INFO - Epoch [72][80/940] lr: 3.288e-01, eta: 3 days, 12:31:37, time: 1.657, data_time: 0.006, memory: 9063, top1_acc: 0.3400, top5_acc: 0.5975, loss_cls: 3.0129, loss: 3.0129, grad_norm: 1.2114 2020-08-05 00:36:26,149 - mmaction - INFO - Epoch [72][100/940] lr: 3.288e-01, eta: 3 days, 12:30:59, time: 1.735, data_time: 0.005, memory: 9063, top1_acc: 0.3395, top5_acc: 0.5936, loss_cls: 3.0591, loss: 3.0591, grad_norm: 1.1888 2020-08-05 00:37:00,358 - mmaction - INFO - Epoch [72][120/940] lr: 3.288e-01, eta: 3 days, 12:30:16, time: 1.711, data_time: 0.005, memory: 9063, top1_acc: 0.3307, top5_acc: 0.5813, loss_cls: 3.0662, loss: 3.0662, grad_norm: 1.2033 2020-08-05 00:37:35,167 - mmaction - INFO - Epoch [72][140/940] lr: 3.288e-01, eta: 3 days, 12:29:38, time: 1.738, data_time: 0.004, memory: 9063, top1_acc: 0.3416, top5_acc: 0.5930, loss_cls: 3.0197, loss: 3.0197, grad_norm: 1.1917 2020-08-05 00:38:07,866 - mmaction - INFO - Epoch [72][160/940] lr: 3.288e-01, eta: 3 days, 12:28:42, time: 1.638, data_time: 0.005, memory: 9063, top1_acc: 0.3373, top5_acc: 0.5936, loss_cls: 3.0419, loss: 3.0419, grad_norm: 1.2147 2020-08-05 00:38:43,125 - mmaction - INFO - Epoch [72][180/940] lr: 3.288e-01, eta: 3 days, 12:28:09, time: 1.762, data_time: 0.002, memory: 9063, top1_acc: 0.3371, top5_acc: 0.5859, loss_cls: 3.0562, loss: 3.0562, grad_norm: 1.1732 2020-08-05 00:39:17,637 - mmaction - INFO - Epoch [72][200/940] lr: 3.288e-01, eta: 3 days, 12:27:29, time: 1.723, data_time: 0.008, memory: 9063, top1_acc: 0.3367, top5_acc: 0.5830, loss_cls: 3.0686, loss: 3.0686, grad_norm: 1.2141 2020-08-05 00:39:52,885 - mmaction - INFO - Epoch [72][220/940] lr: 3.288e-01, eta: 3 days, 12:26:56, time: 1.764, data_time: 0.007, memory: 9063, top1_acc: 0.3441, top5_acc: 0.5975, loss_cls: 3.0180, loss: 3.0180, grad_norm: 1.1817 2020-08-05 00:40:29,428 - mmaction - INFO - Epoch [72][240/940] lr: 3.288e-01, eta: 3 days, 12:26:36, time: 1.829, data_time: 0.008, memory: 9063, top1_acc: 0.3365, top5_acc: 0.5912, loss_cls: 3.0333, loss: 3.0333, grad_norm: 1.2081 2020-08-05 00:41:02,332 - mmaction - INFO - Epoch [72][260/940] lr: 3.288e-01, eta: 3 days, 12:25:41, time: 1.644, data_time: 0.005, memory: 9063, top1_acc: 0.3400, top5_acc: 0.5859, loss_cls: 3.0604, loss: 3.0604, grad_norm: 1.1836 2020-08-05 00:41:37,234 - mmaction - INFO - Epoch [72][280/940] lr: 3.288e-01, eta: 3 days, 12:25:05, time: 1.747, data_time: 0.005, memory: 9063, top1_acc: 0.3279, top5_acc: 0.5873, loss_cls: 3.0861, loss: 3.0861, grad_norm: 1.2138 2020-08-05 00:42:12,196 - mmaction - INFO - Epoch [72][300/940] lr: 3.288e-01, eta: 3 days, 12:24:29, time: 1.746, data_time: 0.005, memory: 9063, top1_acc: 0.3324, top5_acc: 0.5887, loss_cls: 3.0412, loss: 3.0412, grad_norm: 1.1694 2020-08-05 00:42:47,437 - mmaction - INFO - Epoch [72][320/940] lr: 3.288e-01, eta: 3 days, 12:23:55, time: 1.757, data_time: 0.006, memory: 9063, top1_acc: 0.3443, top5_acc: 0.5924, loss_cls: 3.0107, loss: 3.0107, grad_norm: 1.1953 2020-08-05 00:43:21,103 - mmaction - INFO - Epoch [72][340/940] lr: 3.288e-01, eta: 3 days, 12:23:08, time: 1.686, data_time: 0.010, memory: 9063, top1_acc: 0.3303, top5_acc: 0.5951, loss_cls: 3.0527, loss: 3.0527, grad_norm: 1.2165 2020-08-05 00:43:56,820 - mmaction - INFO - Epoch [72][360/940] lr: 3.288e-01, eta: 3 days, 12:22:40, time: 1.789, data_time: 0.008, memory: 9063, top1_acc: 0.3391, top5_acc: 0.5979, loss_cls: 3.0271, loss: 3.0271, grad_norm: 1.2002 2020-08-05 00:44:32,700 - mmaction - INFO - Epoch [72][380/940] lr: 3.288e-01, eta: 3 days, 12:22:14, time: 1.794, data_time: 0.006, memory: 9063, top1_acc: 0.3223, top5_acc: 0.5709, loss_cls: 3.1325, loss: 3.1325, grad_norm: 1.1953 2020-08-05 00:45:07,232 - mmaction - INFO - Epoch [72][400/940] lr: 3.288e-01, eta: 3 days, 12:21:34, time: 1.728, data_time: 0.006, memory: 9063, top1_acc: 0.3395, top5_acc: 0.5854, loss_cls: 3.0327, loss: 3.0327, grad_norm: 1.1899 2020-08-05 00:45:41,069 - mmaction - INFO - Epoch [72][420/940] lr: 3.288e-01, eta: 3 days, 12:20:48, time: 1.692, data_time: 0.002, memory: 9063, top1_acc: 0.3336, top5_acc: 0.5914, loss_cls: 3.0355, loss: 3.0355, grad_norm: 1.2053 2020-08-05 00:46:16,948 - mmaction - INFO - Epoch [72][440/940] lr: 3.288e-01, eta: 3 days, 12:20:21, time: 1.789, data_time: 0.007, memory: 9063, top1_acc: 0.3508, top5_acc: 0.6010, loss_cls: 2.9630, loss: 2.9630, grad_norm: 1.2048 2020-08-05 00:46:51,747 - mmaction - INFO - Epoch [72][460/940] lr: 3.288e-01, eta: 3 days, 12:19:45, time: 1.744, data_time: 0.007, memory: 9063, top1_acc: 0.3254, top5_acc: 0.5844, loss_cls: 3.0843, loss: 3.0843, grad_norm: 1.2153 2020-08-05 00:47:25,835 - mmaction - INFO - Epoch [72][480/940] lr: 3.288e-01, eta: 3 days, 12:19:00, time: 1.700, data_time: 0.007, memory: 9063, top1_acc: 0.3426, top5_acc: 0.5854, loss_cls: 3.0283, loss: 3.0283, grad_norm: 1.2027 2020-08-05 00:48:00,092 - mmaction - INFO - Epoch [72][500/940] lr: 3.288e-01, eta: 3 days, 12:18:19, time: 1.717, data_time: 0.007, memory: 9063, top1_acc: 0.3463, top5_acc: 0.5816, loss_cls: 3.0760, loss: 3.0760, grad_norm: 1.2305 2020-08-05 00:48:36,017 - mmaction - INFO - Epoch [72][520/940] lr: 3.288e-01, eta: 3 days, 12:17:52, time: 1.795, data_time: 0.005, memory: 9063, top1_acc: 0.3318, top5_acc: 0.5873, loss_cls: 3.0598, loss: 3.0598, grad_norm: 1.1900 2020-08-05 00:49:09,642 - mmaction - INFO - Epoch [72][540/940] lr: 3.288e-01, eta: 3 days, 12:17:04, time: 1.680, data_time: 0.005, memory: 9063, top1_acc: 0.3324, top5_acc: 0.5818, loss_cls: 3.0652, loss: 3.0652, grad_norm: 1.2122 2020-08-05 00:49:44,709 - mmaction - INFO - Epoch [72][560/940] lr: 3.288e-01, eta: 3 days, 12:16:30, time: 1.754, data_time: 0.006, memory: 9063, top1_acc: 0.3275, top5_acc: 0.5773, loss_cls: 3.0877, loss: 3.0877, grad_norm: 1.2029 2020-08-05 00:50:19,631 - mmaction - INFO - Epoch [72][580/940] lr: 3.288e-01, eta: 3 days, 12:15:54, time: 1.745, data_time: 0.006, memory: 9063, top1_acc: 0.3441, top5_acc: 0.5814, loss_cls: 3.0375, loss: 3.0375, grad_norm: 1.1940 2020-08-05 00:50:53,607 - mmaction - INFO - Epoch [72][600/940] lr: 3.288e-01, eta: 3 days, 12:15:09, time: 1.699, data_time: 0.006, memory: 9063, top1_acc: 0.3443, top5_acc: 0.5881, loss_cls: 2.9983, loss: 2.9983, grad_norm: 1.2020 2020-08-05 00:51:30,904 - mmaction - INFO - Epoch [72][620/940] lr: 3.288e-01, eta: 3 days, 12:14:55, time: 1.863, data_time: 0.007, memory: 9063, top1_acc: 0.3383, top5_acc: 0.5881, loss_cls: 3.0306, loss: 3.0306, grad_norm: 1.2177 2020-08-05 00:52:04,730 - mmaction - INFO - Epoch [72][640/940] lr: 3.288e-01, eta: 3 days, 12:14:10, time: 1.693, data_time: 0.007, memory: 9063, top1_acc: 0.3119, top5_acc: 0.5693, loss_cls: 3.1490, loss: 3.1490, grad_norm: 1.1923 2020-08-05 00:52:39,318 - mmaction - INFO - Epoch [72][660/940] lr: 3.288e-01, eta: 3 days, 12:13:31, time: 1.729, data_time: 0.006, memory: 9063, top1_acc: 0.3352, top5_acc: 0.5760, loss_cls: 3.0708, loss: 3.0708, grad_norm: 1.1800 2020-08-05 00:53:15,480 - mmaction - INFO - Epoch [72][680/940] lr: 3.288e-01, eta: 3 days, 12:13:07, time: 1.811, data_time: 0.007, memory: 9063, top1_acc: 0.3402, top5_acc: 0.5904, loss_cls: 2.9941, loss: 2.9941, grad_norm: 1.1959 2020-08-05 00:53:50,581 - mmaction - INFO - Epoch [72][700/940] lr: 3.288e-01, eta: 3 days, 12:12:32, time: 1.753, data_time: 0.007, memory: 9063, top1_acc: 0.3318, top5_acc: 0.5834, loss_cls: 3.0656, loss: 3.0656, grad_norm: 1.2035 2020-08-05 00:54:25,486 - mmaction - INFO - Epoch [72][720/940] lr: 3.288e-01, eta: 3 days, 12:11:57, time: 1.747, data_time: 0.008, memory: 9063, top1_acc: 0.3262, top5_acc: 0.5771, loss_cls: 3.0933, loss: 3.0933, grad_norm: 1.2036 2020-08-05 00:55:01,803 - mmaction - INFO - Epoch [72][740/940] lr: 3.288e-01, eta: 3 days, 12:11:34, time: 1.815, data_time: 0.006, memory: 9063, top1_acc: 0.3262, top5_acc: 0.5814, loss_cls: 3.0911, loss: 3.0911, grad_norm: 1.2133 2020-08-05 00:55:36,515 - mmaction - INFO - Epoch [72][760/940] lr: 3.288e-01, eta: 3 days, 12:10:56, time: 1.737, data_time: 0.005, memory: 9063, top1_acc: 0.3256, top5_acc: 0.5781, loss_cls: 3.0850, loss: 3.0850, grad_norm: 1.1974 2020-08-05 00:56:12,217 - mmaction - INFO - Epoch [72][780/940] lr: 3.288e-01, eta: 3 days, 12:10:27, time: 1.781, data_time: 0.006, memory: 9063, top1_acc: 0.3262, top5_acc: 0.5820, loss_cls: 3.1049, loss: 3.1049, grad_norm: 1.2175 2020-08-05 00:56:47,597 - mmaction - INFO - Epoch [72][800/940] lr: 3.288e-01, eta: 3 days, 12:09:56, time: 1.774, data_time: 0.008, memory: 9063, top1_acc: 0.3314, top5_acc: 0.5842, loss_cls: 3.0815, loss: 3.0815, grad_norm: 1.2112 2020-08-05 00:57:22,746 - mmaction - INFO - Epoch [72][820/940] lr: 3.288e-01, eta: 3 days, 12:09:21, time: 1.751, data_time: 0.005, memory: 9063, top1_acc: 0.3252, top5_acc: 0.5709, loss_cls: 3.1041, loss: 3.1041, grad_norm: 1.1963 2020-08-05 00:57:57,155 - mmaction - INFO - Epoch [72][840/940] lr: 3.288e-01, eta: 3 days, 12:08:42, time: 1.727, data_time: 0.009, memory: 9063, top1_acc: 0.3330, top5_acc: 0.5863, loss_cls: 3.0608, loss: 3.0608, grad_norm: 1.1659 2020-08-05 00:58:33,265 - mmaction - INFO - Epoch [72][860/940] lr: 3.288e-01, eta: 3 days, 12:08:16, time: 1.802, data_time: 0.007, memory: 9063, top1_acc: 0.3379, top5_acc: 0.5953, loss_cls: 3.0119, loss: 3.0119, grad_norm: 1.2264 2020-08-05 00:59:06,938 - mmaction - INFO - Epoch [72][880/940] lr: 3.288e-01, eta: 3 days, 12:07:29, time: 1.682, data_time: 0.007, memory: 9063, top1_acc: 0.3408, top5_acc: 0.5947, loss_cls: 3.0224, loss: 3.0224, grad_norm: 1.1976 2020-08-05 00:59:42,724 - mmaction - INFO - Epoch [72][900/940] lr: 3.288e-01, eta: 3 days, 12:07:02, time: 1.794, data_time: 0.008, memory: 9063, top1_acc: 0.3229, top5_acc: 0.5818, loss_cls: 3.0947, loss: 3.0947, grad_norm: 1.2111 2020-08-05 01:00:21,495 - mmaction - INFO - Epoch [72][920/940] lr: 3.288e-01, eta: 3 days, 12:07:01, time: 1.935, data_time: 0.008, memory: 9063, top1_acc: 0.3254, top5_acc: 0.5734, loss_cls: 3.1024, loss: 3.1024, grad_norm: 1.1930 2020-08-05 01:00:53,702 - mmaction - INFO - Epoch [72][940/940] lr: 3.288e-01, eta: 3 days, 12:06:00, time: 1.612, data_time: 0.016, memory: 9063, top1_acc: 0.3377, top5_acc: 0.5931, loss_cls: 3.0503, loss: 3.0503, grad_norm: 1.1980 2020-08-05 01:00:54,001 - mmaction - INFO - Saving checkpoint at 72 epochs 2020-08-05 01:01:37,219 - mmaction - INFO - Epoch [73][20/940] lr: 3.269e-01, eta: 3 days, 12:06:21, time: 2.052, data_time: 0.479, memory: 9063, top1_acc: 0.3369, top5_acc: 0.5889, loss_cls: 3.0357, loss: 3.0357, grad_norm: 1.2245 2020-08-05 01:02:11,539 - mmaction - INFO - Epoch [73][40/940] lr: 3.269e-01, eta: 3 days, 12:05:40, time: 1.720, data_time: 0.007, memory: 9063, top1_acc: 0.3408, top5_acc: 0.5939, loss_cls: 3.0197, loss: 3.0197, grad_norm: 1.2099 2020-08-05 01:02:44,476 - mmaction - INFO - Epoch [73][60/940] lr: 3.269e-01, eta: 3 days, 12:04:45, time: 1.645, data_time: 0.005, memory: 9063, top1_acc: 0.3350, top5_acc: 0.5869, loss_cls: 3.0465, loss: 3.0465, grad_norm: 1.2039 2020-08-05 01:03:19,008 - mmaction - INFO - Epoch [73][80/940] lr: 3.269e-01, eta: 3 days, 12:04:06, time: 1.728, data_time: 0.007, memory: 9063, top1_acc: 0.3395, top5_acc: 0.5855, loss_cls: 3.0521, loss: 3.0521, grad_norm: 1.1958 2020-08-05 01:03:54,882 - mmaction - INFO - Epoch [73][100/940] lr: 3.269e-01, eta: 3 days, 12:03:39, time: 1.794, data_time: 0.004, memory: 9063, top1_acc: 0.3334, top5_acc: 0.5912, loss_cls: 3.0591, loss: 3.0591, grad_norm: 1.2135 2020-08-05 01:04:31,069 - mmaction - INFO - Epoch [73][120/940] lr: 3.269e-01, eta: 3 days, 12:03:15, time: 1.807, data_time: 0.004, memory: 9063, top1_acc: 0.3334, top5_acc: 0.5887, loss_cls: 3.0300, loss: 3.0300, grad_norm: 1.2012 2020-08-05 01:05:05,227 - mmaction - INFO - Epoch [73][140/940] lr: 3.269e-01, eta: 3 days, 12:02:32, time: 1.709, data_time: 0.006, memory: 9063, top1_acc: 0.3346, top5_acc: 0.5969, loss_cls: 2.9897, loss: 2.9897, grad_norm: 1.2162 2020-08-05 01:05:40,497 - mmaction - INFO - Epoch [73][160/940] lr: 3.269e-01, eta: 3 days, 12:01:59, time: 1.760, data_time: 0.003, memory: 9063, top1_acc: 0.3400, top5_acc: 0.5879, loss_cls: 3.0614, loss: 3.0614, grad_norm: 1.2140 2020-08-05 01:06:16,642 - mmaction - INFO - Epoch [73][180/940] lr: 3.269e-01, eta: 3 days, 12:01:35, time: 1.811, data_time: 0.007, memory: 9063, top1_acc: 0.3480, top5_acc: 0.5871, loss_cls: 3.0343, loss: 3.0343, grad_norm: 1.2044 2020-08-05 01:06:51,286 - mmaction - INFO - Epoch [73][200/940] lr: 3.269e-01, eta: 3 days, 12:00:56, time: 1.731, data_time: 0.005, memory: 9063, top1_acc: 0.3291, top5_acc: 0.5848, loss_cls: 3.0681, loss: 3.0681, grad_norm: 1.2304 2020-08-05 01:07:26,176 - mmaction - INFO - Epoch [73][220/940] lr: 3.269e-01, eta: 3 days, 12:00:20, time: 1.746, data_time: 0.005, memory: 9063, top1_acc: 0.3428, top5_acc: 0.5826, loss_cls: 3.0490, loss: 3.0490, grad_norm: 1.2111 2020-08-05 01:08:01,785 - mmaction - INFO - Epoch [73][240/940] lr: 3.269e-01, eta: 3 days, 11:59:50, time: 1.779, data_time: 0.005, memory: 9063, top1_acc: 0.3354, top5_acc: 0.5889, loss_cls: 3.0358, loss: 3.0358, grad_norm: 1.1957 2020-08-05 01:08:37,598 - mmaction - INFO - Epoch [73][260/940] lr: 3.269e-01, eta: 3 days, 11:59:23, time: 1.792, data_time: 0.005, memory: 9063, top1_acc: 0.3561, top5_acc: 0.6031, loss_cls: 2.9770, loss: 2.9770, grad_norm: 1.2104 2020-08-05 01:09:10,399 - mmaction - INFO - Epoch [73][280/940] lr: 3.269e-01, eta: 3 days, 11:58:27, time: 1.637, data_time: 0.005, memory: 9063, top1_acc: 0.3377, top5_acc: 0.5926, loss_cls: 3.0362, loss: 3.0362, grad_norm: 1.1774 2020-08-05 01:09:44,520 - mmaction - INFO - Epoch [73][300/940] lr: 3.269e-01, eta: 3 days, 11:57:45, time: 1.709, data_time: 0.007, memory: 9063, top1_acc: 0.3404, top5_acc: 0.6057, loss_cls: 2.9651, loss: 2.9651, grad_norm: 1.2056 2020-08-05 01:10:20,017 - mmaction - INFO - Epoch [73][320/940] lr: 3.269e-01, eta: 3 days, 11:57:14, time: 1.775, data_time: 0.005, memory: 9063, top1_acc: 0.3326, top5_acc: 0.5982, loss_cls: 3.0230, loss: 3.0230, grad_norm: 1.2015 2020-08-05 01:10:55,217 - mmaction - INFO - Epoch [73][340/940] lr: 3.269e-01, eta: 3 days, 11:56:40, time: 1.757, data_time: 0.002, memory: 9063, top1_acc: 0.3477, top5_acc: 0.5928, loss_cls: 3.0074, loss: 3.0074, grad_norm: 1.1927 2020-08-05 01:11:29,900 - mmaction - INFO - Epoch [73][360/940] lr: 3.269e-01, eta: 3 days, 11:56:03, time: 1.736, data_time: 0.007, memory: 9063, top1_acc: 0.3340, top5_acc: 0.5848, loss_cls: 3.0504, loss: 3.0504, grad_norm: 1.2104 2020-08-05 01:12:05,601 - mmaction - INFO - Epoch [73][380/940] lr: 3.269e-01, eta: 3 days, 11:55:33, time: 1.780, data_time: 0.006, memory: 9063, top1_acc: 0.3311, top5_acc: 0.5828, loss_cls: 3.0367, loss: 3.0367, grad_norm: 1.1982 2020-08-05 01:12:40,502 - mmaction - INFO - Epoch [73][400/940] lr: 3.269e-01, eta: 3 days, 11:54:58, time: 1.750, data_time: 0.008, memory: 9063, top1_acc: 0.3383, top5_acc: 0.5930, loss_cls: 3.0337, loss: 3.0337, grad_norm: 1.2078 2020-08-05 01:13:15,612 - mmaction - INFO - Epoch [73][420/940] lr: 3.269e-01, eta: 3 days, 11:54:23, time: 1.752, data_time: 0.007, memory: 9063, top1_acc: 0.3225, top5_acc: 0.5705, loss_cls: 3.0962, loss: 3.0962, grad_norm: 1.1986 2020-08-05 01:13:51,166 - mmaction - INFO - Epoch [73][440/940] lr: 3.269e-01, eta: 3 days, 11:53:53, time: 1.777, data_time: 0.007, memory: 9063, top1_acc: 0.3318, top5_acc: 0.5873, loss_cls: 3.0468, loss: 3.0468, grad_norm: 1.1849 2020-08-05 01:14:25,992 - mmaction - INFO - Epoch [73][460/940] lr: 3.269e-01, eta: 3 days, 11:53:17, time: 1.745, data_time: 0.010, memory: 9063, top1_acc: 0.3250, top5_acc: 0.5770, loss_cls: 3.0951, loss: 3.0951, grad_norm: 1.2216 2020-08-05 01:14:59,654 - mmaction - INFO - Epoch [73][480/940] lr: 3.269e-01, eta: 3 days, 11:52:30, time: 1.684, data_time: 0.005, memory: 9063, top1_acc: 0.3332, top5_acc: 0.5857, loss_cls: 3.0499, loss: 3.0499, grad_norm: 1.1935 2020-08-05 01:15:34,425 - mmaction - INFO - Epoch [73][500/940] lr: 3.269e-01, eta: 3 days, 11:51:52, time: 1.737, data_time: 0.005, memory: 9063, top1_acc: 0.3383, top5_acc: 0.5795, loss_cls: 3.0654, loss: 3.0654, grad_norm: 1.1930 2020-08-05 01:16:09,313 - mmaction - INFO - Epoch [73][520/940] lr: 3.269e-01, eta: 3 days, 11:51:16, time: 1.746, data_time: 0.006, memory: 9063, top1_acc: 0.3578, top5_acc: 0.5953, loss_cls: 2.9874, loss: 2.9874, grad_norm: 1.2085 2020-08-05 01:16:44,954 - mmaction - INFO - Epoch [73][540/940] lr: 3.269e-01, eta: 3 days, 11:50:47, time: 1.780, data_time: 0.005, memory: 9063, top1_acc: 0.3455, top5_acc: 0.5947, loss_cls: 3.0359, loss: 3.0359, grad_norm: 1.2341 2020-08-05 01:17:20,025 - mmaction - INFO - Epoch [73][560/940] lr: 3.269e-01, eta: 3 days, 11:50:12, time: 1.755, data_time: 0.006, memory: 9063, top1_acc: 0.3322, top5_acc: 0.5959, loss_cls: 3.0282, loss: 3.0282, grad_norm: 1.2132 2020-08-05 01:17:55,748 - mmaction - INFO - Epoch [73][580/940] lr: 3.269e-01, eta: 3 days, 11:49:43, time: 1.785, data_time: 0.005, memory: 9063, top1_acc: 0.3240, top5_acc: 0.5711, loss_cls: 3.0981, loss: 3.0981, grad_norm: 1.2229 2020-08-05 01:18:30,795 - mmaction - INFO - Epoch [73][600/940] lr: 3.269e-01, eta: 3 days, 11:49:09, time: 1.754, data_time: 0.006, memory: 9063, top1_acc: 0.3279, top5_acc: 0.5863, loss_cls: 3.0168, loss: 3.0168, grad_norm: 1.1710 2020-08-05 01:19:04,801 - mmaction - INFO - Epoch [73][620/940] lr: 3.269e-01, eta: 3 days, 11:48:25, time: 1.699, data_time: 0.005, memory: 9063, top1_acc: 0.3396, top5_acc: 0.5959, loss_cls: 3.0101, loss: 3.0101, grad_norm: 1.2016 2020-08-05 01:19:39,325 - mmaction - INFO - Epoch [73][640/940] lr: 3.269e-01, eta: 3 days, 11:47:46, time: 1.728, data_time: 0.006, memory: 9063, top1_acc: 0.3250, top5_acc: 0.5791, loss_cls: 3.1254, loss: 3.1254, grad_norm: 1.2194 2020-08-05 01:20:16,100 - mmaction - INFO - Epoch [73][660/940] lr: 3.269e-01, eta: 3 days, 11:47:26, time: 1.834, data_time: 0.007, memory: 9063, top1_acc: 0.3318, top5_acc: 0.6004, loss_cls: 3.0361, loss: 3.0361, grad_norm: 1.2155 2020-08-05 01:20:51,806 - mmaction - INFO - Epoch [73][680/940] lr: 3.269e-01, eta: 3 days, 11:46:57, time: 1.789, data_time: 0.008, memory: 9063, top1_acc: 0.3271, top5_acc: 0.5891, loss_cls: 3.0735, loss: 3.0735, grad_norm: 1.2072 2020-08-05 01:21:26,041 - mmaction - INFO - Epoch [73][700/940] lr: 3.269e-01, eta: 3 days, 11:46:15, time: 1.709, data_time: 0.005, memory: 9063, top1_acc: 0.3365, top5_acc: 0.5949, loss_cls: 3.0334, loss: 3.0334, grad_norm: 1.1765 2020-08-05 01:22:02,024 - mmaction - INFO - Epoch [73][720/940] lr: 3.269e-01, eta: 3 days, 11:45:49, time: 1.802, data_time: 0.006, memory: 9063, top1_acc: 0.3426, top5_acc: 0.5904, loss_cls: 3.0133, loss: 3.0133, grad_norm: 1.2081 2020-08-05 01:22:36,738 - mmaction - INFO - Epoch [73][740/940] lr: 3.269e-01, eta: 3 days, 11:45:11, time: 1.734, data_time: 0.007, memory: 9063, top1_acc: 0.3418, top5_acc: 0.5898, loss_cls: 3.0263, loss: 3.0263, grad_norm: 1.1990 2020-08-05 01:23:11,731 - mmaction - INFO - Epoch [73][760/940] lr: 3.269e-01, eta: 3 days, 11:44:36, time: 1.751, data_time: 0.006, memory: 9063, top1_acc: 0.3381, top5_acc: 0.5861, loss_cls: 3.0376, loss: 3.0376, grad_norm: 1.1798 2020-08-05 01:23:46,779 - mmaction - INFO - Epoch [73][780/940] lr: 3.269e-01, eta: 3 days, 11:44:01, time: 1.750, data_time: 0.005, memory: 9063, top1_acc: 0.3387, top5_acc: 0.5814, loss_cls: 3.0368, loss: 3.0368, grad_norm: 1.2009 2020-08-05 01:24:22,302 - mmaction - INFO - Epoch [73][800/940] lr: 3.269e-01, eta: 3 days, 11:43:31, time: 1.779, data_time: 0.007, memory: 9063, top1_acc: 0.3299, top5_acc: 0.5770, loss_cls: 3.0856, loss: 3.0856, grad_norm: 1.2050 2020-08-05 01:24:57,069 - mmaction - INFO - Epoch [73][820/940] lr: 3.269e-01, eta: 3 days, 11:42:53, time: 1.733, data_time: 0.007, memory: 9063, top1_acc: 0.3283, top5_acc: 0.5857, loss_cls: 3.0787, loss: 3.0787, grad_norm: 1.1946 2020-08-05 01:25:32,385 - mmaction - INFO - Epoch [73][840/940] lr: 3.269e-01, eta: 3 days, 11:42:21, time: 1.770, data_time: 0.008, memory: 9063, top1_acc: 0.3309, top5_acc: 0.5756, loss_cls: 3.0956, loss: 3.0956, grad_norm: 1.2126 2020-08-05 01:26:08,510 - mmaction - INFO - Epoch [73][860/940] lr: 3.269e-01, eta: 3 days, 11:41:56, time: 1.805, data_time: 0.005, memory: 9063, top1_acc: 0.3299, top5_acc: 0.5861, loss_cls: 3.0643, loss: 3.0643, grad_norm: 1.2038 2020-08-05 01:26:43,643 - mmaction - INFO - Epoch [73][880/940] lr: 3.269e-01, eta: 3 days, 11:41:22, time: 1.758, data_time: 0.005, memory: 9063, top1_acc: 0.3340, top5_acc: 0.5969, loss_cls: 3.0412, loss: 3.0412, grad_norm: 1.1975 2020-08-05 01:27:17,871 - mmaction - INFO - Epoch [73][900/940] lr: 3.269e-01, eta: 3 days, 11:40:40, time: 1.710, data_time: 0.007, memory: 9063, top1_acc: 0.3322, top5_acc: 0.5805, loss_cls: 3.0994, loss: 3.0994, grad_norm: 1.1910 2020-08-05 01:27:55,258 - mmaction - INFO - Epoch [73][920/940] lr: 3.269e-01, eta: 3 days, 11:40:26, time: 1.871, data_time: 0.006, memory: 9063, top1_acc: 0.3279, top5_acc: 0.5809, loss_cls: 3.0716, loss: 3.0716, grad_norm: 1.2036 2020-08-05 01:28:28,117 - mmaction - INFO - Epoch [73][940/940] lr: 3.269e-01, eta: 3 days, 11:39:32, time: 1.640, data_time: 0.005, memory: 9063, top1_acc: 0.3267, top5_acc: 0.5881, loss_cls: 3.0643, loss: 3.0643, grad_norm: 1.2039 2020-08-05 01:29:16,350 - mmaction - INFO - Epoch [74][20/940] lr: 3.250e-01, eta: 3 days, 11:40:49, time: 2.397, data_time: 0.433, memory: 9063, top1_acc: 0.3305, top5_acc: 0.5957, loss_cls: 3.0256, loss: 3.0256, grad_norm: 1.2119 2020-08-05 01:29:50,881 - mmaction - INFO - Epoch [74][40/940] lr: 3.250e-01, eta: 3 days, 11:40:10, time: 1.728, data_time: 0.006, memory: 9063, top1_acc: 0.3326, top5_acc: 0.5896, loss_cls: 3.0517, loss: 3.0517, grad_norm: 1.2274 2020-08-05 01:30:24,724 - mmaction - INFO - Epoch [74][60/940] lr: 3.250e-01, eta: 3 days, 11:39:24, time: 1.688, data_time: 0.006, memory: 9063, top1_acc: 0.3279, top5_acc: 0.5814, loss_cls: 3.0546, loss: 3.0546, grad_norm: 1.2166 2020-08-05 01:30:59,490 - mmaction - INFO - Epoch [74][80/940] lr: 3.250e-01, eta: 3 days, 11:38:47, time: 1.743, data_time: 0.008, memory: 9063, top1_acc: 0.3475, top5_acc: 0.5938, loss_cls: 3.0108, loss: 3.0108, grad_norm: 1.2045 2020-08-05 01:31:34,903 - mmaction - INFO - Epoch [74][100/940] lr: 3.250e-01, eta: 3 days, 11:38:16, time: 1.771, data_time: 0.005, memory: 9063, top1_acc: 0.3352, top5_acc: 0.5900, loss_cls: 3.0457, loss: 3.0457, grad_norm: 1.2017 2020-08-05 01:32:08,254 - mmaction - INFO - Epoch [74][120/940] lr: 3.250e-01, eta: 3 days, 11:37:26, time: 1.667, data_time: 0.002, memory: 9063, top1_acc: 0.3455, top5_acc: 0.6078, loss_cls: 2.9896, loss: 2.9896, grad_norm: 1.2164 2020-08-05 01:32:43,138 - mmaction - INFO - Epoch [74][140/940] lr: 3.250e-01, eta: 3 days, 11:36:50, time: 1.743, data_time: 0.007, memory: 9063, top1_acc: 0.3438, top5_acc: 0.5885, loss_cls: 3.0262, loss: 3.0262, grad_norm: 1.2158 2020-08-05 01:33:17,823 - mmaction - INFO - Epoch [74][160/940] lr: 3.250e-01, eta: 3 days, 11:36:11, time: 1.731, data_time: 0.005, memory: 9063, top1_acc: 0.3406, top5_acc: 0.5984, loss_cls: 2.9811, loss: 2.9811, grad_norm: 1.2151 2020-08-05 01:33:53,709 - mmaction - INFO - Epoch [74][180/940] lr: 3.250e-01, eta: 3 days, 11:35:44, time: 1.799, data_time: 0.007, memory: 9063, top1_acc: 0.3371, top5_acc: 0.5961, loss_cls: 3.0452, loss: 3.0452, grad_norm: 1.2121 2020-08-05 01:34:28,424 - mmaction - INFO - Epoch [74][200/940] lr: 3.250e-01, eta: 3 days, 11:35:06, time: 1.734, data_time: 0.004, memory: 9063, top1_acc: 0.3430, top5_acc: 0.5920, loss_cls: 3.0421, loss: 3.0421, grad_norm: 1.1997 2020-08-05 01:35:02,761 - mmaction - INFO - Epoch [74][220/940] lr: 3.250e-01, eta: 3 days, 11:34:26, time: 1.717, data_time: 0.005, memory: 9063, top1_acc: 0.3508, top5_acc: 0.5980, loss_cls: 2.9717, loss: 2.9717, grad_norm: 1.2165 2020-08-05 01:35:37,660 - mmaction - INFO - Epoch [74][240/940] lr: 3.250e-01, eta: 3 days, 11:33:49, time: 1.744, data_time: 0.003, memory: 9063, top1_acc: 0.3287, top5_acc: 0.5994, loss_cls: 3.0429, loss: 3.0429, grad_norm: 1.2291 2020-08-05 01:36:12,252 - mmaction - INFO - Epoch [74][260/940] lr: 3.250e-01, eta: 3 days, 11:33:10, time: 1.726, data_time: 0.006, memory: 9063, top1_acc: 0.3479, top5_acc: 0.5986, loss_cls: 3.0069, loss: 3.0069, grad_norm: 1.2094 2020-08-05 01:36:48,338 - mmaction - INFO - Epoch [74][280/940] lr: 3.250e-01, eta: 3 days, 11:32:44, time: 1.807, data_time: 0.008, memory: 9063, top1_acc: 0.3432, top5_acc: 0.5916, loss_cls: 3.0277, loss: 3.0277, grad_norm: 1.1875 2020-08-05 01:37:21,708 - mmaction - INFO - Epoch [74][300/940] lr: 3.250e-01, eta: 3 days, 11:31:55, time: 1.670, data_time: 0.008, memory: 9063, top1_acc: 0.3318, top5_acc: 0.5852, loss_cls: 3.0737, loss: 3.0737, grad_norm: 1.2253 2020-08-05 01:37:55,277 - mmaction - INFO - Epoch [74][320/940] lr: 3.250e-01, eta: 3 days, 11:31:08, time: 1.680, data_time: 0.005, memory: 9063, top1_acc: 0.3414, top5_acc: 0.6111, loss_cls: 2.9723, loss: 2.9723, grad_norm: 1.1997 2020-08-05 01:38:30,523 - mmaction - INFO - Epoch [74][340/940] lr: 3.250e-01, eta: 3 days, 11:30:35, time: 1.761, data_time: 0.006, memory: 9063, top1_acc: 0.3428, top5_acc: 0.5887, loss_cls: 3.0461, loss: 3.0461, grad_norm: 1.2032 2020-08-05 01:39:06,652 - mmaction - INFO - Epoch [74][360/940] lr: 3.250e-01, eta: 3 days, 11:30:09, time: 1.803, data_time: 0.006, memory: 9063, top1_acc: 0.3289, top5_acc: 0.5850, loss_cls: 3.0683, loss: 3.0683, grad_norm: 1.2161 2020-08-05 01:39:40,077 - mmaction - INFO - Epoch [74][380/940] lr: 3.250e-01, eta: 3 days, 11:29:21, time: 1.676, data_time: 0.008, memory: 9063, top1_acc: 0.3371, top5_acc: 0.5988, loss_cls: 3.0324, loss: 3.0324, grad_norm: 1.2036 2020-08-05 01:40:15,319 - mmaction - INFO - Epoch [74][400/940] lr: 3.250e-01, eta: 3 days, 11:28:47, time: 1.761, data_time: 0.006, memory: 9063, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 3.0235, loss: 3.0235, grad_norm: 1.2142 2020-08-05 01:40:49,965 - mmaction - INFO - Epoch [74][420/940] lr: 3.250e-01, eta: 3 days, 11:28:09, time: 1.729, data_time: 0.006, memory: 9063, top1_acc: 0.3398, top5_acc: 0.5936, loss_cls: 3.0225, loss: 3.0225, grad_norm: 1.2270 2020-08-05 01:41:23,461 - mmaction - INFO - Epoch [74][440/940] lr: 3.250e-01, eta: 3 days, 11:27:21, time: 1.679, data_time: 0.007, memory: 9063, top1_acc: 0.3438, top5_acc: 0.5912, loss_cls: 3.0093, loss: 3.0093, grad_norm: 1.2113 2020-08-05 01:41:57,788 - mmaction - INFO - Epoch [74][460/940] lr: 3.250e-01, eta: 3 days, 11:26:40, time: 1.715, data_time: 0.005, memory: 9063, top1_acc: 0.3379, top5_acc: 0.5908, loss_cls: 3.0353, loss: 3.0353, grad_norm: 1.2041 2020-08-05 01:42:33,468 - mmaction - INFO - Epoch [74][480/940] lr: 3.250e-01, eta: 3 days, 11:26:11, time: 1.784, data_time: 0.006, memory: 9063, top1_acc: 0.3416, top5_acc: 0.5932, loss_cls: 3.0143, loss: 3.0143, grad_norm: 1.2190 2020-08-05 01:43:07,866 - mmaction - INFO - Epoch [74][500/940] lr: 3.250e-01, eta: 3 days, 11:25:30, time: 1.720, data_time: 0.007, memory: 9063, top1_acc: 0.3357, top5_acc: 0.5863, loss_cls: 3.0425, loss: 3.0425, grad_norm: 1.1976 2020-08-05 01:43:42,369 - mmaction - INFO - Epoch [74][520/940] lr: 3.250e-01, eta: 3 days, 11:24:51, time: 1.724, data_time: 0.006, memory: 9063, top1_acc: 0.3344, top5_acc: 0.5885, loss_cls: 3.0506, loss: 3.0506, grad_norm: 1.2107 2020-08-05 01:44:16,712 - mmaction - INFO - Epoch [74][540/940] lr: 3.250e-01, eta: 3 days, 11:24:10, time: 1.718, data_time: 0.008, memory: 9063, top1_acc: 0.3186, top5_acc: 0.5842, loss_cls: 3.0797, loss: 3.0797, grad_norm: 1.2235 2020-08-05 01:44:51,373 - mmaction - INFO - Epoch [74][560/940] lr: 3.250e-01, eta: 3 days, 11:23:33, time: 1.734, data_time: 0.005, memory: 9063, top1_acc: 0.3393, top5_acc: 0.5889, loss_cls: 3.0267, loss: 3.0267, grad_norm: 1.1868 2020-08-05 01:45:25,675 - mmaction - INFO - Epoch [74][580/940] lr: 3.250e-01, eta: 3 days, 11:22:51, time: 1.714, data_time: 0.006, memory: 9063, top1_acc: 0.3309, top5_acc: 0.5811, loss_cls: 3.0653, loss: 3.0653, grad_norm: 1.2141 2020-08-05 01:45:59,254 - mmaction - INFO - Epoch [74][600/940] lr: 3.250e-01, eta: 3 days, 11:22:04, time: 1.681, data_time: 0.007, memory: 9063, top1_acc: 0.3340, top5_acc: 0.5795, loss_cls: 3.0549, loss: 3.0549, grad_norm: 1.1959 2020-08-05 01:46:34,385 - mmaction - INFO - Epoch [74][620/940] lr: 3.250e-01, eta: 3 days, 11:21:30, time: 1.756, data_time: 0.005, memory: 9063, top1_acc: 0.3363, top5_acc: 0.6008, loss_cls: 3.0147, loss: 3.0147, grad_norm: 1.2020 2020-08-05 01:47:07,719 - mmaction - INFO - Epoch [74][640/940] lr: 3.250e-01, eta: 3 days, 11:20:41, time: 1.667, data_time: 0.005, memory: 9063, top1_acc: 0.3443, top5_acc: 0.5939, loss_cls: 2.9832, loss: 2.9832, grad_norm: 1.2027 2020-08-05 01:47:42,286 - mmaction - INFO - Epoch [74][660/940] lr: 3.250e-01, eta: 3 days, 11:20:02, time: 1.727, data_time: 0.008, memory: 9063, top1_acc: 0.3225, top5_acc: 0.5779, loss_cls: 3.0988, loss: 3.0988, grad_norm: 1.2001 2020-08-05 01:48:15,832 - mmaction - INFO - Epoch [74][680/940] lr: 3.250e-01, eta: 3 days, 11:19:15, time: 1.680, data_time: 0.007, memory: 9063, top1_acc: 0.3418, top5_acc: 0.5830, loss_cls: 3.0485, loss: 3.0485, grad_norm: 1.2032 2020-08-05 01:48:50,938 - mmaction - INFO - Epoch [74][700/940] lr: 3.250e-01, eta: 3 days, 11:18:41, time: 1.753, data_time: 0.007, memory: 9063, top1_acc: 0.3418, top5_acc: 0.5879, loss_cls: 3.0226, loss: 3.0226, grad_norm: 1.2429 2020-08-05 01:49:25,030 - mmaction - INFO - Epoch [74][720/940] lr: 3.250e-01, eta: 3 days, 11:17:58, time: 1.706, data_time: 0.004, memory: 9063, top1_acc: 0.3209, top5_acc: 0.5703, loss_cls: 3.1433, loss: 3.1433, grad_norm: 1.2255 2020-08-05 01:49:58,874 - mmaction - INFO - Epoch [74][740/940] lr: 3.250e-01, eta: 3 days, 11:17:13, time: 1.691, data_time: 0.005, memory: 9063, top1_acc: 0.3389, top5_acc: 0.5926, loss_cls: 3.0353, loss: 3.0353, grad_norm: 1.1950 2020-08-05 01:50:33,700 - mmaction - INFO - Epoch [74][760/940] lr: 3.250e-01, eta: 3 days, 11:16:37, time: 1.742, data_time: 0.005, memory: 9063, top1_acc: 0.3330, top5_acc: 0.5758, loss_cls: 3.0673, loss: 3.0673, grad_norm: 1.1900 2020-08-05 01:51:07,083 - mmaction - INFO - Epoch [74][780/940] lr: 3.250e-01, eta: 3 days, 11:15:47, time: 1.665, data_time: 0.006, memory: 9063, top1_acc: 0.3420, top5_acc: 0.5988, loss_cls: 3.0074, loss: 3.0074, grad_norm: 1.2175 2020-08-05 01:51:41,291 - mmaction - INFO - Epoch [74][800/940] lr: 3.250e-01, eta: 3 days, 11:15:07, time: 1.716, data_time: 0.007, memory: 9063, top1_acc: 0.3191, top5_acc: 0.5902, loss_cls: 3.0765, loss: 3.0765, grad_norm: 1.2373 2020-08-05 01:52:15,803 - mmaction - INFO - Epoch [74][820/940] lr: 3.250e-01, eta: 3 days, 11:14:27, time: 1.725, data_time: 0.005, memory: 9063, top1_acc: 0.3336, top5_acc: 0.5924, loss_cls: 3.0507, loss: 3.0507, grad_norm: 1.1968 2020-08-05 01:52:49,475 - mmaction - INFO - Epoch [74][840/940] lr: 3.250e-01, eta: 3 days, 11:13:41, time: 1.683, data_time: 0.004, memory: 9063, top1_acc: 0.3326, top5_acc: 0.5973, loss_cls: 3.0062, loss: 3.0062, grad_norm: 1.1782 2020-08-05 01:53:23,305 - mmaction - INFO - Epoch [74][860/940] lr: 3.250e-01, eta: 3 days, 11:12:56, time: 1.692, data_time: 0.004, memory: 9063, top1_acc: 0.3400, top5_acc: 0.5852, loss_cls: 3.0578, loss: 3.0578, grad_norm: 1.2253 2020-08-05 01:53:57,031 - mmaction - INFO - Epoch [74][880/940] lr: 3.250e-01, eta: 3 days, 11:12:11, time: 1.685, data_time: 0.004, memory: 9063, top1_acc: 0.3295, top5_acc: 0.5855, loss_cls: 3.0605, loss: 3.0605, grad_norm: 1.2108 2020-08-05 01:54:30,773 - mmaction - INFO - Epoch [74][900/940] lr: 3.250e-01, eta: 3 days, 11:11:25, time: 1.688, data_time: 0.005, memory: 9063, top1_acc: 0.3369, top5_acc: 0.5971, loss_cls: 3.0351, loss: 3.0351, grad_norm: 1.2118 2020-08-05 01:55:05,455 - mmaction - INFO - Epoch [74][920/940] lr: 3.250e-01, eta: 3 days, 11:10:48, time: 1.734, data_time: 0.007, memory: 9063, top1_acc: 0.3326, top5_acc: 0.5865, loss_cls: 3.0604, loss: 3.0604, grad_norm: 1.1811 2020-08-05 01:55:37,524 - mmaction - INFO - Epoch [74][940/940] lr: 3.250e-01, eta: 3 days, 11:09:48, time: 1.601, data_time: 0.004, memory: 9063, top1_acc: 0.3389, top5_acc: 0.5895, loss_cls: 3.0268, loss: 3.0268, grad_norm: 1.2031 2020-08-05 01:56:25,478 - mmaction - INFO - Epoch [75][20/940] lr: 3.230e-01, eta: 3 days, 11:10:58, time: 2.385, data_time: 0.457, memory: 9063, top1_acc: 0.3396, top5_acc: 0.5918, loss_cls: 3.0217, loss: 3.0217, grad_norm: 1.2512 2020-08-05 01:56:56,588 - mmaction - INFO - Epoch [75][40/940] lr: 3.230e-01, eta: 3 days, 11:09:50, time: 1.553, data_time: 0.005, memory: 9063, top1_acc: 0.3254, top5_acc: 0.5813, loss_cls: 3.0819, loss: 3.0819, grad_norm: 1.2117 2020-08-05 01:57:30,484 - mmaction - INFO - Epoch [75][60/940] lr: 3.230e-01, eta: 3 days, 11:09:07, time: 1.697, data_time: 0.008, memory: 9063, top1_acc: 0.3396, top5_acc: 0.6027, loss_cls: 2.9558, loss: 2.9558, grad_norm: 1.1985 2020-08-05 01:58:04,210 - mmaction - INFO - Epoch [75][80/940] lr: 3.230e-01, eta: 3 days, 11:08:20, time: 1.682, data_time: 0.005, memory: 9063, top1_acc: 0.3326, top5_acc: 0.5873, loss_cls: 3.0498, loss: 3.0498, grad_norm: 1.2215 2020-08-05 01:58:38,933 - mmaction - INFO - Epoch [75][100/940] lr: 3.230e-01, eta: 3 days, 11:07:44, time: 1.740, data_time: 0.007, memory: 9063, top1_acc: 0.3309, top5_acc: 0.5846, loss_cls: 3.0282, loss: 3.0282, grad_norm: 1.2250 2020-08-05 01:59:11,628 - mmaction - INFO - Epoch [75][120/940] lr: 3.230e-01, eta: 3 days, 11:06:49, time: 1.630, data_time: 0.006, memory: 9063, top1_acc: 0.3449, top5_acc: 0.5885, loss_cls: 3.0102, loss: 3.0102, grad_norm: 1.1895 2020-08-05 01:59:47,610 - mmaction - INFO - Epoch [75][140/940] lr: 3.230e-01, eta: 3 days, 11:06:23, time: 1.803, data_time: 0.007, memory: 9063, top1_acc: 0.3402, top5_acc: 0.6008, loss_cls: 3.0094, loss: 3.0094, grad_norm: 1.2193 2020-08-05 02:00:23,209 - mmaction - INFO - Epoch [75][160/940] lr: 3.230e-01, eta: 3 days, 11:05:51, time: 1.773, data_time: 0.008, memory: 9063, top1_acc: 0.3455, top5_acc: 0.6031, loss_cls: 2.9928, loss: 2.9928, grad_norm: 1.2377 2020-08-05 02:00:56,881 - mmaction - INFO - Epoch [75][180/940] lr: 3.230e-01, eta: 3 days, 11:05:06, time: 1.686, data_time: 0.016, memory: 9063, top1_acc: 0.3438, top5_acc: 0.5941, loss_cls: 2.9959, loss: 2.9959, grad_norm: 1.2087 2020-08-05 02:01:30,751 - mmaction - INFO - Epoch [75][200/940] lr: 3.230e-01, eta: 3 days, 11:04:22, time: 1.697, data_time: 0.010, memory: 9063, top1_acc: 0.3492, top5_acc: 0.5893, loss_cls: 3.0136, loss: 3.0136, grad_norm: 1.2230 2020-08-05 02:02:04,862 - mmaction - INFO - Epoch [75][220/940] lr: 3.230e-01, eta: 3 days, 11:03:40, time: 1.706, data_time: 0.005, memory: 9063, top1_acc: 0.3299, top5_acc: 0.5895, loss_cls: 3.0479, loss: 3.0479, grad_norm: 1.2151 2020-08-05 02:02:37,356 - mmaction - INFO - Epoch [75][240/940] lr: 3.230e-01, eta: 3 days, 11:02:44, time: 1.621, data_time: 0.006, memory: 9063, top1_acc: 0.3359, top5_acc: 0.5965, loss_cls: 2.9996, loss: 2.9996, grad_norm: 1.2110 2020-08-05 02:03:11,021 - mmaction - INFO - Epoch [75][260/940] lr: 3.230e-01, eta: 3 days, 11:01:58, time: 1.685, data_time: 0.007, memory: 9063, top1_acc: 0.3430, top5_acc: 0.5979, loss_cls: 3.0009, loss: 3.0009, grad_norm: 1.2074 2020-08-05 02:03:45,183 - mmaction - INFO - Epoch [75][280/940] lr: 3.230e-01, eta: 3 days, 11:01:17, time: 1.711, data_time: 0.006, memory: 9063, top1_acc: 0.3475, top5_acc: 0.5848, loss_cls: 3.0182, loss: 3.0182, grad_norm: 1.2157 2020-08-05 02:04:18,379 - mmaction - INFO - Epoch [75][300/940] lr: 3.230e-01, eta: 3 days, 11:00:27, time: 1.658, data_time: 0.004, memory: 9063, top1_acc: 0.3369, top5_acc: 0.5818, loss_cls: 3.0431, loss: 3.0431, grad_norm: 1.2111 2020-08-05 02:04:51,646 - mmaction - INFO - Epoch [75][320/940] lr: 3.230e-01, eta: 3 days, 10:59:38, time: 1.665, data_time: 0.006, memory: 9063, top1_acc: 0.3393, top5_acc: 0.5891, loss_cls: 3.0417, loss: 3.0417, grad_norm: 1.2311 2020-08-05 02:05:25,765 - mmaction - INFO - Epoch [75][340/940] lr: 3.230e-01, eta: 3 days, 10:58:55, time: 1.701, data_time: 0.007, memory: 9063, top1_acc: 0.3418, top5_acc: 0.5936, loss_cls: 3.0455, loss: 3.0455, grad_norm: 1.2143 2020-08-05 02:05:59,966 - mmaction - INFO - Epoch [75][360/940] lr: 3.230e-01, eta: 3 days, 10:58:15, time: 1.715, data_time: 0.008, memory: 9063, top1_acc: 0.3570, top5_acc: 0.6115, loss_cls: 2.9367, loss: 2.9367, grad_norm: 1.2010 2020-08-05 02:06:34,228 - mmaction - INFO - Epoch [75][380/940] lr: 3.230e-01, eta: 3 days, 10:57:33, time: 1.709, data_time: 0.005, memory: 9063, top1_acc: 0.3381, top5_acc: 0.5883, loss_cls: 3.0287, loss: 3.0287, grad_norm: 1.2228 2020-08-05 02:07:07,525 - mmaction - INFO - Epoch [75][400/940] lr: 3.230e-01, eta: 3 days, 10:56:45, time: 1.669, data_time: 0.007, memory: 9063, top1_acc: 0.3350, top5_acc: 0.5971, loss_cls: 3.0216, loss: 3.0216, grad_norm: 1.2283 2020-08-05 02:07:40,754 - mmaction - INFO - Epoch [75][420/940] lr: 3.230e-01, eta: 3 days, 10:55:55, time: 1.659, data_time: 0.005, memory: 9063, top1_acc: 0.3398, top5_acc: 0.5947, loss_cls: 3.0129, loss: 3.0129, grad_norm: 1.2327 2020-08-05 02:08:13,716 - mmaction - INFO - Epoch [75][440/940] lr: 3.230e-01, eta: 3 days, 10:55:04, time: 1.650, data_time: 0.006, memory: 9063, top1_acc: 0.3402, top5_acc: 0.5869, loss_cls: 3.0336, loss: 3.0336, grad_norm: 1.2079 2020-08-05 02:08:47,566 - mmaction - INFO - Epoch [75][460/940] lr: 3.230e-01, eta: 3 days, 10:54:20, time: 1.689, data_time: 0.005, memory: 9063, top1_acc: 0.3410, top5_acc: 0.5836, loss_cls: 3.0459, loss: 3.0459, grad_norm: 1.2167 2020-08-05 02:09:20,419 - mmaction - INFO - Epoch [75][480/940] lr: 3.230e-01, eta: 3 days, 10:53:27, time: 1.643, data_time: 0.007, memory: 9063, top1_acc: 0.3402, top5_acc: 0.5828, loss_cls: 3.0633, loss: 3.0633, grad_norm: 1.2414 2020-08-05 02:09:54,014 - mmaction - INFO - Epoch [75][500/940] lr: 3.230e-01, eta: 3 days, 10:52:42, time: 1.682, data_time: 0.009, memory: 9063, top1_acc: 0.3273, top5_acc: 0.5695, loss_cls: 3.0928, loss: 3.0928, grad_norm: 1.1906 2020-08-05 02:10:25,081 - mmaction - INFO - Epoch [75][520/940] lr: 3.230e-01, eta: 3 days, 10:51:35, time: 1.552, data_time: 0.006, memory: 9063, top1_acc: 0.3408, top5_acc: 0.5875, loss_cls: 3.0302, loss: 3.0302, grad_norm: 1.2049 2020-08-05 02:10:59,297 - mmaction - INFO - Epoch [75][540/940] lr: 3.230e-01, eta: 3 days, 10:50:54, time: 1.712, data_time: 0.009, memory: 9063, top1_acc: 0.3342, top5_acc: 0.5830, loss_cls: 3.0471, loss: 3.0471, grad_norm: 1.2140 2020-08-05 02:11:33,450 - mmaction - INFO - Epoch [75][560/940] lr: 3.230e-01, eta: 3 days, 10:50:12, time: 1.706, data_time: 0.006, memory: 9063, top1_acc: 0.3387, top5_acc: 0.5916, loss_cls: 3.0379, loss: 3.0379, grad_norm: 1.2042 2020-08-05 02:12:06,133 - mmaction - INFO - Epoch [75][580/940] lr: 3.230e-01, eta: 3 days, 10:49:19, time: 1.635, data_time: 0.006, memory: 9063, top1_acc: 0.3342, top5_acc: 0.5838, loss_cls: 3.0781, loss: 3.0781, grad_norm: 1.2170 2020-08-05 02:12:39,663 - mmaction - INFO - Epoch [75][600/940] lr: 3.230e-01, eta: 3 days, 10:48:33, time: 1.678, data_time: 0.007, memory: 9063, top1_acc: 0.3307, top5_acc: 0.5742, loss_cls: 3.1322, loss: 3.1322, grad_norm: 1.2086 2020-08-05 02:13:13,801 - mmaction - INFO - Epoch [75][620/940] lr: 3.230e-01, eta: 3 days, 10:47:51, time: 1.705, data_time: 0.006, memory: 9063, top1_acc: 0.3424, top5_acc: 0.5973, loss_cls: 3.0174, loss: 3.0174, grad_norm: 1.2075 2020-08-05 02:13:47,768 - mmaction - INFO - Epoch [75][640/940] lr: 3.230e-01, eta: 3 days, 10:47:08, time: 1.701, data_time: 0.007, memory: 9063, top1_acc: 0.3428, top5_acc: 0.5955, loss_cls: 2.9922, loss: 2.9922, grad_norm: 1.1987 2020-08-05 02:14:20,185 - mmaction - INFO - Epoch [75][660/940] lr: 3.230e-01, eta: 3 days, 10:46:13, time: 1.619, data_time: 0.006, memory: 9063, top1_acc: 0.3416, top5_acc: 0.5857, loss_cls: 3.0525, loss: 3.0525, grad_norm: 1.2204 2020-08-05 02:14:54,075 - mmaction - INFO - Epoch [75][680/940] lr: 3.230e-01, eta: 3 days, 10:45:29, time: 1.696, data_time: 0.005, memory: 9063, top1_acc: 0.3320, top5_acc: 0.5867, loss_cls: 3.0760, loss: 3.0760, grad_norm: 1.2105 2020-08-05 02:15:26,721 - mmaction - INFO - Epoch [75][700/940] lr: 3.230e-01, eta: 3 days, 10:44:35, time: 1.630, data_time: 0.005, memory: 9063, top1_acc: 0.3352, top5_acc: 0.5764, loss_cls: 3.0781, loss: 3.0781, grad_norm: 1.2072 2020-08-05 02:16:01,217 - mmaction - INFO - Epoch [75][720/940] lr: 3.230e-01, eta: 3 days, 10:43:57, time: 1.728, data_time: 0.006, memory: 9063, top1_acc: 0.3334, top5_acc: 0.5768, loss_cls: 3.1093, loss: 3.1093, grad_norm: 1.2029 2020-08-05 02:16:35,485 - mmaction - INFO - Epoch [75][740/940] lr: 3.230e-01, eta: 3 days, 10:43:16, time: 1.712, data_time: 0.006, memory: 9063, top1_acc: 0.3271, top5_acc: 0.5803, loss_cls: 3.0952, loss: 3.0952, grad_norm: 1.2198 2020-08-05 02:17:08,534 - mmaction - INFO - Epoch [75][760/940] lr: 3.230e-01, eta: 3 days, 10:42:26, time: 1.653, data_time: 0.005, memory: 9063, top1_acc: 0.3275, top5_acc: 0.5744, loss_cls: 3.0845, loss: 3.0845, grad_norm: 1.2195 2020-08-05 02:17:43,230 - mmaction - INFO - Epoch [75][780/940] lr: 3.230e-01, eta: 3 days, 10:41:49, time: 1.732, data_time: 0.005, memory: 9063, top1_acc: 0.3361, top5_acc: 0.5941, loss_cls: 3.0504, loss: 3.0504, grad_norm: 1.2140 2020-08-05 02:18:15,584 - mmaction - INFO - Epoch [75][800/940] lr: 3.230e-01, eta: 3 days, 10:40:53, time: 1.619, data_time: 0.007, memory: 9063, top1_acc: 0.3281, top5_acc: 0.5852, loss_cls: 3.0486, loss: 3.0486, grad_norm: 1.2022 2020-08-05 02:18:50,677 - mmaction - INFO - Epoch [75][820/940] lr: 3.230e-01, eta: 3 days, 10:40:19, time: 1.752, data_time: 0.007, memory: 9063, top1_acc: 0.3332, top5_acc: 0.5965, loss_cls: 3.0402, loss: 3.0402, grad_norm: 1.2210 2020-08-05 02:19:25,055 - mmaction - INFO - Epoch [75][840/940] lr: 3.230e-01, eta: 3 days, 10:39:40, time: 1.723, data_time: 0.006, memory: 9063, top1_acc: 0.3350, top5_acc: 0.5832, loss_cls: 3.0489, loss: 3.0489, grad_norm: 1.1977 2020-08-05 02:19:58,387 - mmaction - INFO - Epoch [75][860/940] lr: 3.230e-01, eta: 3 days, 10:38:52, time: 1.665, data_time: 0.005, memory: 9063, top1_acc: 0.3361, top5_acc: 0.5900, loss_cls: 3.0628, loss: 3.0628, grad_norm: 1.1874 2020-08-05 02:20:31,359 - mmaction - INFO - Epoch [75][880/940] lr: 3.230e-01, eta: 3 days, 10:38:02, time: 1.650, data_time: 0.006, memory: 9063, top1_acc: 0.3271, top5_acc: 0.5793, loss_cls: 3.0661, loss: 3.0661, grad_norm: 1.1918 2020-08-05 02:21:05,558 - mmaction - INFO - Epoch [75][900/940] lr: 3.230e-01, eta: 3 days, 10:37:20, time: 1.709, data_time: 0.005, memory: 9063, top1_acc: 0.3281, top5_acc: 0.5885, loss_cls: 3.0825, loss: 3.0825, grad_norm: 1.2199 2020-08-05 02:21:39,503 - mmaction - INFO - Epoch [75][920/940] lr: 3.230e-01, eta: 3 days, 10:36:38, time: 1.698, data_time: 0.005, memory: 9063, top1_acc: 0.3346, top5_acc: 0.5850, loss_cls: 3.0787, loss: 3.0787, grad_norm: 1.2092 2020-08-05 02:22:12,938 - mmaction - INFO - Epoch [75][940/940] lr: 3.230e-01, eta: 3 days, 10:35:51, time: 1.671, data_time: 0.007, memory: 9063, top1_acc: 0.3356, top5_acc: 0.5891, loss_cls: 3.0479, loss: 3.0479, grad_norm: 1.1928 2020-08-05 02:22:54,652 - mmaction - INFO - Epoch [76][20/940] lr: 3.211e-01, eta: 3 days, 10:36:05, time: 2.064, data_time: 0.571, memory: 9063, top1_acc: 0.3367, top5_acc: 0.5896, loss_cls: 3.0453, loss: 3.0453, grad_norm: 1.1925 2020-08-05 02:23:28,532 - mmaction - INFO - Epoch [76][40/940] lr: 3.211e-01, eta: 3 days, 10:35:22, time: 1.696, data_time: 0.006, memory: 9063, top1_acc: 0.3420, top5_acc: 0.5955, loss_cls: 2.9870, loss: 2.9870, grad_norm: 1.1918 2020-08-05 02:24:00,569 - mmaction - INFO - Epoch [76][60/940] lr: 3.211e-01, eta: 3 days, 10:34:24, time: 1.600, data_time: 0.005, memory: 9063, top1_acc: 0.3443, top5_acc: 0.6031, loss_cls: 2.9739, loss: 2.9739, grad_norm: 1.1977 2020-08-05 02:24:34,012 - mmaction - INFO - Epoch [76][80/940] lr: 3.211e-01, eta: 3 days, 10:33:38, time: 1.674, data_time: 0.006, memory: 9063, top1_acc: 0.3459, top5_acc: 0.5881, loss_cls: 3.0416, loss: 3.0416, grad_norm: 1.1984 2020-08-05 02:25:08,052 - mmaction - INFO - Epoch [76][100/940] lr: 3.211e-01, eta: 3 days, 10:32:55, time: 1.702, data_time: 0.005, memory: 9063, top1_acc: 0.3371, top5_acc: 0.5893, loss_cls: 3.0359, loss: 3.0359, grad_norm: 1.2060 2020-08-05 02:25:42,271 - mmaction - INFO - Epoch [76][120/940] lr: 3.211e-01, eta: 3 days, 10:32:15, time: 1.711, data_time: 0.002, memory: 9063, top1_acc: 0.3334, top5_acc: 0.5914, loss_cls: 3.0576, loss: 3.0576, grad_norm: 1.2084 2020-08-05 02:26:14,937 - mmaction - INFO - Epoch [76][140/940] lr: 3.211e-01, eta: 3 days, 10:31:22, time: 1.632, data_time: 0.007, memory: 9063, top1_acc: 0.3326, top5_acc: 0.5793, loss_cls: 3.0675, loss: 3.0675, grad_norm: 1.2067 2020-08-05 02:26:49,954 - mmaction - INFO - Epoch [76][160/940] lr: 3.211e-01, eta: 3 days, 10:30:47, time: 1.750, data_time: 0.005, memory: 9063, top1_acc: 0.3293, top5_acc: 0.5922, loss_cls: 3.0270, loss: 3.0270, grad_norm: 1.1892 2020-08-05 02:27:24,657 - mmaction - INFO - Epoch [76][180/940] lr: 3.211e-01, eta: 3 days, 10:30:10, time: 1.735, data_time: 0.007, memory: 9063, top1_acc: 0.3432, top5_acc: 0.5912, loss_cls: 3.0185, loss: 3.0185, grad_norm: 1.2322 2020-08-05 02:27:57,644 - mmaction - INFO - Epoch [76][200/940] lr: 3.211e-01, eta: 3 days, 10:29:20, time: 1.650, data_time: 0.008, memory: 9063, top1_acc: 0.3443, top5_acc: 0.5959, loss_cls: 3.0047, loss: 3.0047, grad_norm: 1.2337 2020-08-05 02:28:31,930 - mmaction - INFO - Epoch [76][220/940] lr: 3.211e-01, eta: 3 days, 10:28:40, time: 1.716, data_time: 0.006, memory: 9063, top1_acc: 0.3438, top5_acc: 0.5941, loss_cls: 3.0094, loss: 3.0094, grad_norm: 1.2271 2020-08-05 02:29:06,919 - mmaction - INFO - Epoch [76][240/940] lr: 3.211e-01, eta: 3 days, 10:28:05, time: 1.748, data_time: 0.005, memory: 9063, top1_acc: 0.3471, top5_acc: 0.6047, loss_cls: 2.9936, loss: 2.9936, grad_norm: 1.2099 2020-08-05 02:29:42,074 - mmaction - INFO - Epoch [76][260/940] lr: 3.211e-01, eta: 3 days, 10:27:32, time: 1.760, data_time: 0.005, memory: 9063, top1_acc: 0.3383, top5_acc: 0.5930, loss_cls: 3.0089, loss: 3.0089, grad_norm: 1.2284 2020-08-05 02:30:15,643 - mmaction - INFO - Epoch [76][280/940] lr: 3.211e-01, eta: 3 days, 10:26:46, time: 1.678, data_time: 0.005, memory: 9063, top1_acc: 0.3400, top5_acc: 0.5852, loss_cls: 3.0513, loss: 3.0513, grad_norm: 1.2365 2020-08-05 02:30:49,467 - mmaction - INFO - Epoch [76][300/940] lr: 3.211e-01, eta: 3 days, 10:26:02, time: 1.687, data_time: 0.005, memory: 9063, top1_acc: 0.3477, top5_acc: 0.5979, loss_cls: 2.9872, loss: 2.9872, grad_norm: 1.2133 2020-08-05 02:31:24,696 - mmaction - INFO - Epoch [76][320/940] lr: 3.211e-01, eta: 3 days, 10:25:30, time: 1.764, data_time: 0.010, memory: 9063, top1_acc: 0.3363, top5_acc: 0.5848, loss_cls: 3.0379, loss: 3.0379, grad_norm: 1.1991 2020-08-05 02:31:57,194 - mmaction - INFO - Epoch [76][340/940] lr: 3.211e-01, eta: 3 days, 10:24:36, time: 1.626, data_time: 0.007, memory: 9063, top1_acc: 0.3428, top5_acc: 0.5957, loss_cls: 2.9789, loss: 2.9789, grad_norm: 1.1979 2020-08-05 02:32:32,795 - mmaction - INFO - Epoch [76][360/940] lr: 3.211e-01, eta: 3 days, 10:24:06, time: 1.780, data_time: 0.007, memory: 9063, top1_acc: 0.3465, top5_acc: 0.6020, loss_cls: 2.9788, loss: 2.9788, grad_norm: 1.2357 2020-08-05 02:33:07,002 - mmaction - INFO - Epoch [76][380/940] lr: 3.211e-01, eta: 3 days, 10:23:26, time: 1.711, data_time: 0.005, memory: 9063, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 3.0264, loss: 3.0264, grad_norm: 1.2422 2020-08-05 02:33:40,547 - mmaction - INFO - Epoch [76][400/940] lr: 3.211e-01, eta: 3 days, 10:22:40, time: 1.676, data_time: 0.006, memory: 9063, top1_acc: 0.3369, top5_acc: 0.5848, loss_cls: 3.0690, loss: 3.0690, grad_norm: 1.2333 2020-08-05 02:34:13,794 - mmaction - INFO - Epoch [76][420/940] lr: 3.211e-01, eta: 3 days, 10:21:52, time: 1.664, data_time: 0.005, memory: 9063, top1_acc: 0.3445, top5_acc: 0.5961, loss_cls: 3.0270, loss: 3.0270, grad_norm: 1.2072 2020-08-05 02:34:49,074 - mmaction - INFO - Epoch [76][440/940] lr: 3.211e-01, eta: 3 days, 10:21:20, time: 1.765, data_time: 0.002, memory: 9063, top1_acc: 0.3320, top5_acc: 0.5889, loss_cls: 3.0472, loss: 3.0472, grad_norm: 1.2029 2020-08-05 02:35:23,229 - mmaction - INFO - Epoch [76][460/940] lr: 3.211e-01, eta: 3 days, 10:20:39, time: 1.707, data_time: 0.004, memory: 9063, top1_acc: 0.3357, top5_acc: 0.5859, loss_cls: 3.0327, loss: 3.0327, grad_norm: 1.2273 2020-08-05 02:35:57,023 - mmaction - INFO - Epoch [76][480/940] lr: 3.211e-01, eta: 3 days, 10:19:55, time: 1.690, data_time: 0.005, memory: 9063, top1_acc: 0.3367, top5_acc: 0.5902, loss_cls: 3.0353, loss: 3.0353, grad_norm: 1.2338 2020-08-05 02:36:31,632 - mmaction - INFO - Epoch [76][500/940] lr: 3.211e-01, eta: 3 days, 10:19:17, time: 1.726, data_time: 0.005, memory: 9063, top1_acc: 0.3334, top5_acc: 0.5879, loss_cls: 3.0612, loss: 3.0612, grad_norm: 1.2189 2020-08-05 02:37:05,172 - mmaction - INFO - Epoch [76][520/940] lr: 3.211e-01, eta: 3 days, 10:18:32, time: 1.681, data_time: 0.007, memory: 9063, top1_acc: 0.3314, top5_acc: 0.5857, loss_cls: 3.0290, loss: 3.0290, grad_norm: 1.2004 2020-08-05 02:37:39,583 - mmaction - INFO - Epoch [76][540/940] lr: 3.211e-01, eta: 3 days, 10:17:53, time: 1.720, data_time: 0.005, memory: 9063, top1_acc: 0.3299, top5_acc: 0.5850, loss_cls: 3.0655, loss: 3.0655, grad_norm: 1.2049 2020-08-05 02:38:12,938 - mmaction - INFO - Epoch [76][560/940] lr: 3.211e-01, eta: 3 days, 10:17:06, time: 1.669, data_time: 0.005, memory: 9063, top1_acc: 0.3477, top5_acc: 0.5891, loss_cls: 3.0040, loss: 3.0040, grad_norm: 1.2110 2020-08-05 02:38:47,332 - mmaction - INFO - Epoch [76][580/940] lr: 3.211e-01, eta: 3 days, 10:16:26, time: 1.718, data_time: 0.007, memory: 9063, top1_acc: 0.3453, top5_acc: 0.5910, loss_cls: 3.0183, loss: 3.0183, grad_norm: 1.2217 2020-08-05 02:39:21,311 - mmaction - INFO - Epoch [76][600/940] lr: 3.211e-01, eta: 3 days, 10:15:44, time: 1.701, data_time: 0.008, memory: 9063, top1_acc: 0.3301, top5_acc: 0.5752, loss_cls: 3.0883, loss: 3.0883, grad_norm: 1.2425 2020-08-05 02:39:54,812 - mmaction - INFO - Epoch [76][620/940] lr: 3.211e-01, eta: 3 days, 10:14:59, time: 1.675, data_time: 0.005, memory: 9063, top1_acc: 0.3357, top5_acc: 0.5932, loss_cls: 3.0199, loss: 3.0199, grad_norm: 1.2413 2020-08-05 02:40:29,594 - mmaction - INFO - Epoch [76][640/940] lr: 3.211e-01, eta: 3 days, 10:14:22, time: 1.739, data_time: 0.004, memory: 9063, top1_acc: 0.3281, top5_acc: 0.5869, loss_cls: 3.0487, loss: 3.0487, grad_norm: 1.2345 2020-08-05 02:41:04,151 - mmaction - INFO - Epoch [76][660/940] lr: 3.211e-01, eta: 3 days, 10:13:44, time: 1.724, data_time: 0.005, memory: 9063, top1_acc: 0.3326, top5_acc: 0.5838, loss_cls: 3.0693, loss: 3.0693, grad_norm: 1.2299 2020-08-05 02:41:37,581 - mmaction - INFO - Epoch [76][680/940] lr: 3.211e-01, eta: 3 days, 10:12:58, time: 1.675, data_time: 0.007, memory: 9063, top1_acc: 0.3502, top5_acc: 0.5980, loss_cls: 2.9821, loss: 2.9821, grad_norm: 1.1907 2020-08-05 02:42:11,699 - mmaction - INFO - Epoch [76][700/940] lr: 3.211e-01, eta: 3 days, 10:12:17, time: 1.704, data_time: 0.005, memory: 9063, top1_acc: 0.3449, top5_acc: 0.5848, loss_cls: 3.0390, loss: 3.0390, grad_norm: 1.1944 2020-08-05 02:42:46,439 - mmaction - INFO - Epoch [76][720/940] lr: 3.211e-01, eta: 3 days, 10:11:41, time: 1.737, data_time: 0.008, memory: 9063, top1_acc: 0.3346, top5_acc: 0.5824, loss_cls: 3.0696, loss: 3.0696, grad_norm: 1.2378 2020-08-05 02:43:20,760 - mmaction - INFO - Epoch [76][740/940] lr: 3.211e-01, eta: 3 days, 10:11:01, time: 1.716, data_time: 0.006, memory: 9063, top1_acc: 0.3330, top5_acc: 0.5857, loss_cls: 3.0574, loss: 3.0574, grad_norm: 1.2092 2020-08-05 02:43:53,953 - mmaction - INFO - Epoch [76][760/940] lr: 3.211e-01, eta: 3 days, 10:10:13, time: 1.658, data_time: 0.007, memory: 9063, top1_acc: 0.3426, top5_acc: 0.5920, loss_cls: 3.0161, loss: 3.0161, grad_norm: 1.2048 2020-08-05 02:44:30,605 - mmaction - INFO - Epoch [76][780/940] lr: 3.211e-01, eta: 3 days, 10:09:51, time: 1.836, data_time: 0.007, memory: 9063, top1_acc: 0.3434, top5_acc: 0.5900, loss_cls: 3.0148, loss: 3.0148, grad_norm: 1.2279 2020-08-05 02:45:04,588 - mmaction - INFO - Epoch [76][800/940] lr: 3.211e-01, eta: 3 days, 10:09:09, time: 1.700, data_time: 0.006, memory: 9063, top1_acc: 0.3273, top5_acc: 0.5789, loss_cls: 3.0826, loss: 3.0826, grad_norm: 1.2323 2020-08-05 02:45:38,979 - mmaction - INFO - Epoch [76][820/940] lr: 3.211e-01, eta: 3 days, 10:08:30, time: 1.720, data_time: 0.005, memory: 9063, top1_acc: 0.3391, top5_acc: 0.5840, loss_cls: 3.0353, loss: 3.0353, grad_norm: 1.1929 2020-08-05 02:46:12,866 - mmaction - INFO - Epoch [76][840/940] lr: 3.211e-01, eta: 3 days, 10:07:47, time: 1.694, data_time: 0.005, memory: 9063, top1_acc: 0.3309, top5_acc: 0.5832, loss_cls: 3.0776, loss: 3.0776, grad_norm: 1.2166 2020-08-05 02:46:46,434 - mmaction - INFO - Epoch [76][860/940] lr: 3.211e-01, eta: 3 days, 10:07:02, time: 1.679, data_time: 0.005, memory: 9063, top1_acc: 0.3389, top5_acc: 0.5799, loss_cls: 3.0713, loss: 3.0713, grad_norm: 1.2160 2020-08-05 02:47:20,839 - mmaction - INFO - Epoch [76][880/940] lr: 3.211e-01, eta: 3 days, 10:06:23, time: 1.718, data_time: 0.005, memory: 9063, top1_acc: 0.3199, top5_acc: 0.5863, loss_cls: 3.0976, loss: 3.0976, grad_norm: 1.2312 2020-08-05 02:47:54,636 - mmaction - INFO - Epoch [76][900/940] lr: 3.211e-01, eta: 3 days, 10:05:40, time: 1.692, data_time: 0.008, memory: 9063, top1_acc: 0.3432, top5_acc: 0.5934, loss_cls: 3.0128, loss: 3.0128, grad_norm: 1.2003 2020-08-05 02:48:29,897 - mmaction - INFO - Epoch [76][920/940] lr: 3.211e-01, eta: 3 days, 10:05:07, time: 1.762, data_time: 0.006, memory: 9063, top1_acc: 0.3303, top5_acc: 0.5834, loss_cls: 3.0579, loss: 3.0579, grad_norm: 1.2360 2020-08-05 02:49:03,327 - mmaction - INFO - Epoch [76][940/940] lr: 3.211e-01, eta: 3 days, 10:04:21, time: 1.672, data_time: 0.006, memory: 9063, top1_acc: 0.3277, top5_acc: 0.5883, loss_cls: 3.0617, loss: 3.0617, grad_norm: 1.2095 2020-08-05 02:49:03,661 - mmaction - INFO - Saving checkpoint at 76 epochs 2020-08-05 02:49:43,445 - mmaction - INFO - Epoch [77][20/940] lr: 3.191e-01, eta: 3 days, 10:04:09, time: 1.895, data_time: 0.356, memory: 9063, top1_acc: 0.3371, top5_acc: 0.5971, loss_cls: 3.0175, loss: 3.0175, grad_norm: 1.2202 2020-08-05 02:50:16,730 - mmaction - INFO - Epoch [77][40/940] lr: 3.191e-01, eta: 3 days, 10:03:21, time: 1.662, data_time: 0.005, memory: 9063, top1_acc: 0.3572, top5_acc: 0.6004, loss_cls: 2.9922, loss: 2.9922, grad_norm: 1.1835 2020-08-05 02:50:50,180 - mmaction - INFO - Epoch [77][60/940] lr: 3.191e-01, eta: 3 days, 10:02:35, time: 1.670, data_time: 0.005, memory: 9063, top1_acc: 0.3398, top5_acc: 0.5904, loss_cls: 3.0060, loss: 3.0060, grad_norm: 1.2342 2020-08-05 02:51:24,461 - mmaction - INFO - Epoch [77][80/940] lr: 3.191e-01, eta: 3 days, 10:01:55, time: 1.714, data_time: 0.009, memory: 9063, top1_acc: 0.3555, top5_acc: 0.6035, loss_cls: 2.9318, loss: 2.9318, grad_norm: 1.2306 2020-08-05 02:51:58,976 - mmaction - INFO - Epoch [77][100/940] lr: 3.191e-01, eta: 3 days, 10:01:18, time: 1.731, data_time: 0.007, memory: 9063, top1_acc: 0.3371, top5_acc: 0.5842, loss_cls: 3.0566, loss: 3.0566, grad_norm: 1.2454 2020-08-05 02:52:33,222 - mmaction - INFO - Epoch [77][120/940] lr: 3.191e-01, eta: 3 days, 10:00:37, time: 1.711, data_time: 0.007, memory: 9063, top1_acc: 0.3426, top5_acc: 0.6061, loss_cls: 2.9717, loss: 2.9717, grad_norm: 1.2188 2020-08-05 02:53:08,516 - mmaction - INFO - Epoch [77][140/940] lr: 3.191e-01, eta: 3 days, 10:00:05, time: 1.766, data_time: 0.005, memory: 9063, top1_acc: 0.3336, top5_acc: 0.5895, loss_cls: 3.0351, loss: 3.0351, grad_norm: 1.2425 2020-08-05 02:53:41,204 - mmaction - INFO - Epoch [77][160/940] lr: 3.191e-01, eta: 3 days, 9:59:14, time: 1.632, data_time: 0.005, memory: 9063, top1_acc: 0.3414, top5_acc: 0.5922, loss_cls: 3.0298, loss: 3.0298, grad_norm: 1.2024 2020-08-05 02:54:14,973 - mmaction - INFO - Epoch [77][180/940] lr: 3.191e-01, eta: 3 days, 9:58:30, time: 1.691, data_time: 0.006, memory: 9063, top1_acc: 0.3455, top5_acc: 0.5973, loss_cls: 2.9714, loss: 2.9714, grad_norm: 1.1879 2020-08-05 02:54:49,775 - mmaction - INFO - Epoch [77][200/940] lr: 3.191e-01, eta: 3 days, 9:57:54, time: 1.737, data_time: 0.004, memory: 9063, top1_acc: 0.3365, top5_acc: 0.5979, loss_cls: 3.0136, loss: 3.0136, grad_norm: 1.2379 2020-08-05 02:55:25,430 - mmaction - INFO - Epoch [77][220/940] lr: 3.191e-01, eta: 3 days, 9:57:25, time: 1.782, data_time: 0.006, memory: 9063, top1_acc: 0.3359, top5_acc: 0.5898, loss_cls: 3.0414, loss: 3.0414, grad_norm: 1.2398 2020-08-05 02:55:59,204 - mmaction - INFO - Epoch [77][240/940] lr: 3.191e-01, eta: 3 days, 9:56:42, time: 1.693, data_time: 0.006, memory: 9063, top1_acc: 0.3469, top5_acc: 0.5982, loss_cls: 2.9928, loss: 2.9928, grad_norm: 1.1906 2020-08-05 02:56:32,766 - mmaction - INFO - Epoch [77][260/940] lr: 3.191e-01, eta: 3 days, 9:55:57, time: 1.676, data_time: 0.005, memory: 9063, top1_acc: 0.3422, top5_acc: 0.5871, loss_cls: 3.0123, loss: 3.0123, grad_norm: 1.2085 2020-08-05 02:57:07,620 - mmaction - INFO - Epoch [77][280/940] lr: 3.191e-01, eta: 3 days, 9:55:21, time: 1.744, data_time: 0.005, memory: 9063, top1_acc: 0.3410, top5_acc: 0.5961, loss_cls: 3.0007, loss: 3.0007, grad_norm: 1.2038 2020-08-05 02:57:42,630 - mmaction - INFO - Epoch [77][300/940] lr: 3.191e-01, eta: 3 days, 9:54:47, time: 1.748, data_time: 0.005, memory: 9063, top1_acc: 0.3281, top5_acc: 0.5861, loss_cls: 3.0568, loss: 3.0568, grad_norm: 1.2233 2020-08-05 02:58:17,153 - mmaction - INFO - Epoch [77][320/940] lr: 3.191e-01, eta: 3 days, 9:54:09, time: 1.728, data_time: 0.006, memory: 9063, top1_acc: 0.3385, top5_acc: 0.5965, loss_cls: 3.0125, loss: 3.0125, grad_norm: 1.2281 2020-08-05 02:58:50,782 - mmaction - INFO - Epoch [77][340/940] lr: 3.191e-01, eta: 3 days, 9:53:25, time: 1.682, data_time: 0.005, memory: 9063, top1_acc: 0.3354, top5_acc: 0.5803, loss_cls: 3.0660, loss: 3.0660, grad_norm: 1.2117 2020-08-05 02:59:25,808 - mmaction - INFO - Epoch [77][360/940] lr: 3.191e-01, eta: 3 days, 9:52:51, time: 1.751, data_time: 0.002, memory: 9063, top1_acc: 0.3244, top5_acc: 0.5775, loss_cls: 3.0812, loss: 3.0812, grad_norm: 1.2208 2020-08-05 03:00:00,668 - mmaction - INFO - Epoch [77][380/940] lr: 3.191e-01, eta: 3 days, 9:52:15, time: 1.739, data_time: 0.005, memory: 9063, top1_acc: 0.3402, top5_acc: 0.5850, loss_cls: 3.0485, loss: 3.0485, grad_norm: 1.2119 2020-08-05 03:00:36,269 - mmaction - INFO - Epoch [77][400/940] lr: 3.191e-01, eta: 3 days, 9:51:44, time: 1.774, data_time: 0.008, memory: 9063, top1_acc: 0.3441, top5_acc: 0.5984, loss_cls: 2.9843, loss: 2.9843, grad_norm: 1.2009 2020-08-05 03:01:11,645 - mmaction - INFO - Epoch [77][420/940] lr: 3.191e-01, eta: 3 days, 9:51:13, time: 1.774, data_time: 0.028, memory: 9063, top1_acc: 0.3389, top5_acc: 0.5977, loss_cls: 3.0362, loss: 3.0362, grad_norm: 1.2104 2020-08-05 03:01:45,804 - mmaction - INFO - Epoch [77][440/940] lr: 3.191e-01, eta: 3 days, 9:50:33, time: 1.712, data_time: 0.007, memory: 9063, top1_acc: 0.3389, top5_acc: 0.5932, loss_cls: 3.0065, loss: 3.0065, grad_norm: 1.2023 2020-08-05 03:02:19,906 - mmaction - INFO - Epoch [77][460/940] lr: 3.191e-01, eta: 3 days, 9:49:52, time: 1.704, data_time: 0.005, memory: 9063, top1_acc: 0.3291, top5_acc: 0.5797, loss_cls: 3.0519, loss: 3.0519, grad_norm: 1.2289 2020-08-05 03:02:55,018 - mmaction - INFO - Epoch [77][480/940] lr: 3.191e-01, eta: 3 days, 9:49:19, time: 1.756, data_time: 0.005, memory: 9063, top1_acc: 0.3248, top5_acc: 0.5736, loss_cls: 3.0792, loss: 3.0792, grad_norm: 1.2157 2020-08-05 03:03:28,619 - mmaction - INFO - Epoch [77][500/940] lr: 3.191e-01, eta: 3 days, 9:48:34, time: 1.679, data_time: 0.006, memory: 9063, top1_acc: 0.3398, top5_acc: 0.5953, loss_cls: 3.0060, loss: 3.0060, grad_norm: 1.2001 2020-08-05 03:04:03,338 - mmaction - INFO - Epoch [77][520/940] lr: 3.191e-01, eta: 3 days, 9:47:58, time: 1.737, data_time: 0.005, memory: 9063, top1_acc: 0.3422, top5_acc: 0.5910, loss_cls: 3.0081, loss: 3.0081, grad_norm: 1.2411 2020-08-05 03:04:38,654 - mmaction - INFO - Epoch [77][540/940] lr: 3.191e-01, eta: 3 days, 9:47:26, time: 1.764, data_time: 0.005, memory: 9063, top1_acc: 0.3410, top5_acc: 0.5936, loss_cls: 3.0240, loss: 3.0240, grad_norm: 1.2148 2020-08-05 03:05:12,494 - mmaction - INFO - Epoch [77][560/940] lr: 3.191e-01, eta: 3 days, 9:46:43, time: 1.690, data_time: 0.006, memory: 9063, top1_acc: 0.3256, top5_acc: 0.5938, loss_cls: 3.0514, loss: 3.0514, grad_norm: 1.1991 2020-08-05 03:05:46,090 - mmaction - INFO - Epoch [77][580/940] lr: 3.191e-01, eta: 3 days, 9:45:59, time: 1.682, data_time: 0.007, memory: 9063, top1_acc: 0.3426, top5_acc: 0.5900, loss_cls: 3.0253, loss: 3.0253, grad_norm: 1.2111 2020-08-05 03:06:21,090 - mmaction - INFO - Epoch [77][600/940] lr: 3.191e-01, eta: 3 days, 9:45:25, time: 1.751, data_time: 0.004, memory: 9063, top1_acc: 0.3289, top5_acc: 0.5789, loss_cls: 3.0738, loss: 3.0738, grad_norm: 1.2266 2020-08-05 03:06:55,276 - mmaction - INFO - Epoch [77][620/940] lr: 3.191e-01, eta: 3 days, 9:44:44, time: 1.708, data_time: 0.007, memory: 9063, top1_acc: 0.3393, top5_acc: 0.5957, loss_cls: 3.0011, loss: 3.0011, grad_norm: 1.2151 2020-08-05 03:07:30,289 - mmaction - INFO - Epoch [77][640/940] lr: 3.191e-01, eta: 3 days, 9:44:10, time: 1.752, data_time: 0.006, memory: 9063, top1_acc: 0.3439, top5_acc: 0.5871, loss_cls: 3.0339, loss: 3.0339, grad_norm: 1.2227 2020-08-05 03:08:04,141 - mmaction - INFO - Epoch [77][660/940] lr: 3.191e-01, eta: 3 days, 9:43:27, time: 1.691, data_time: 0.005, memory: 9063, top1_acc: 0.3434, top5_acc: 0.5938, loss_cls: 3.0066, loss: 3.0066, grad_norm: 1.2111 2020-08-05 03:08:38,471 - mmaction - INFO - Epoch [77][680/940] lr: 3.191e-01, eta: 3 days, 9:42:48, time: 1.718, data_time: 0.005, memory: 9063, top1_acc: 0.3291, top5_acc: 0.5877, loss_cls: 3.0281, loss: 3.0281, grad_norm: 1.2173 2020-08-05 03:09:12,903 - mmaction - INFO - Epoch [77][700/940] lr: 3.191e-01, eta: 3 days, 9:42:10, time: 1.721, data_time: 0.005, memory: 9063, top1_acc: 0.3322, top5_acc: 0.5908, loss_cls: 3.0619, loss: 3.0619, grad_norm: 1.2114 2020-08-05 03:09:47,589 - mmaction - INFO - Epoch [77][720/940] lr: 3.191e-01, eta: 3 days, 9:41:33, time: 1.735, data_time: 0.005, memory: 9063, top1_acc: 0.3328, top5_acc: 0.5838, loss_cls: 3.0542, loss: 3.0542, grad_norm: 1.2186 2020-08-05 03:10:22,409 - mmaction - INFO - Epoch [77][740/940] lr: 3.191e-01, eta: 3 days, 9:40:57, time: 1.738, data_time: 0.007, memory: 9063, top1_acc: 0.3541, top5_acc: 0.6014, loss_cls: 2.9573, loss: 2.9573, grad_norm: 1.2068 2020-08-05 03:10:57,443 - mmaction - INFO - Epoch [77][760/940] lr: 3.191e-01, eta: 3 days, 9:40:24, time: 1.754, data_time: 0.007, memory: 9063, top1_acc: 0.3379, top5_acc: 0.5789, loss_cls: 3.0761, loss: 3.0761, grad_norm: 1.2289 2020-08-05 03:11:31,408 - mmaction - INFO - Epoch [77][780/940] lr: 3.191e-01, eta: 3 days, 9:39:42, time: 1.699, data_time: 0.007, memory: 9063, top1_acc: 0.3377, top5_acc: 0.5877, loss_cls: 3.0249, loss: 3.0249, grad_norm: 1.2128 2020-08-05 03:12:05,467 - mmaction - INFO - Epoch [77][800/940] lr: 3.191e-01, eta: 3 days, 9:39:01, time: 1.701, data_time: 0.007, memory: 9063, top1_acc: 0.3436, top5_acc: 0.5916, loss_cls: 3.0243, loss: 3.0243, grad_norm: 1.2258 2020-08-05 03:12:40,778 - mmaction - INFO - Epoch [77][820/940] lr: 3.191e-01, eta: 3 days, 9:38:28, time: 1.763, data_time: 0.007, memory: 9063, top1_acc: 0.3262, top5_acc: 0.5873, loss_cls: 3.0738, loss: 3.0738, grad_norm: 1.2372 2020-08-05 03:13:14,701 - mmaction - INFO - Epoch [77][840/940] lr: 3.191e-01, eta: 3 days, 9:37:47, time: 1.700, data_time: 0.007, memory: 9063, top1_acc: 0.3217, top5_acc: 0.5676, loss_cls: 3.1401, loss: 3.1401, grad_norm: 1.2155 2020-08-05 03:13:48,359 - mmaction - INFO - Epoch [77][860/940] lr: 3.191e-01, eta: 3 days, 9:37:03, time: 1.681, data_time: 0.005, memory: 9063, top1_acc: 0.3365, top5_acc: 0.5945, loss_cls: 3.0505, loss: 3.0505, grad_norm: 1.2292 2020-08-05 03:14:22,978 - mmaction - INFO - Epoch [77][880/940] lr: 3.191e-01, eta: 3 days, 9:36:26, time: 1.732, data_time: 0.007, memory: 9063, top1_acc: 0.3293, top5_acc: 0.5820, loss_cls: 3.0743, loss: 3.0743, grad_norm: 1.2170 2020-08-05 03:14:58,384 - mmaction - INFO - Epoch [77][900/940] lr: 3.191e-01, eta: 3 days, 9:35:55, time: 1.769, data_time: 0.007, memory: 9063, top1_acc: 0.3479, top5_acc: 0.5963, loss_cls: 2.9792, loss: 2.9792, grad_norm: 1.2217 2020-08-05 03:15:33,309 - mmaction - INFO - Epoch [77][920/940] lr: 3.191e-01, eta: 3 days, 9:35:20, time: 1.748, data_time: 0.006, memory: 9063, top1_acc: 0.3402, top5_acc: 0.5951, loss_cls: 3.0060, loss: 3.0060, grad_norm: 1.2306 2020-08-05 03:16:07,396 - mmaction - INFO - Epoch [77][940/940] lr: 3.191e-01, eta: 3 days, 9:34:39, time: 1.703, data_time: 0.005, memory: 9063, top1_acc: 0.3261, top5_acc: 0.5765, loss_cls: 3.0948, loss: 3.0948, grad_norm: 1.1942 2020-08-05 03:16:51,277 - mmaction - INFO - Epoch [78][20/940] lr: 3.172e-01, eta: 3 days, 9:35:05, time: 2.170, data_time: 0.566, memory: 9063, top1_acc: 0.3334, top5_acc: 0.5971, loss_cls: 3.0386, loss: 3.0386, grad_norm: 1.2410 2020-08-05 03:17:24,105 - mmaction - INFO - Epoch [78][40/940] lr: 3.172e-01, eta: 3 days, 9:34:15, time: 1.643, data_time: 0.006, memory: 9063, top1_acc: 0.3432, top5_acc: 0.5943, loss_cls: 3.0160, loss: 3.0160, grad_norm: 1.2134 2020-08-05 03:17:59,181 - mmaction - INFO - Epoch [78][60/940] lr: 3.172e-01, eta: 3 days, 9:33:41, time: 1.752, data_time: 0.005, memory: 9063, top1_acc: 0.3506, top5_acc: 0.6049, loss_cls: 2.9588, loss: 2.9588, grad_norm: 1.2056 2020-08-05 03:18:34,117 - mmaction - INFO - Epoch [78][80/940] lr: 3.172e-01, eta: 3 days, 9:33:06, time: 1.745, data_time: 0.006, memory: 9063, top1_acc: 0.3355, top5_acc: 0.5949, loss_cls: 3.0154, loss: 3.0154, grad_norm: 1.2333 2020-08-05 03:19:07,808 - mmaction - INFO - Epoch [78][100/940] lr: 3.172e-01, eta: 3 days, 9:32:23, time: 1.687, data_time: 0.010, memory: 9063, top1_acc: 0.3459, top5_acc: 0.6135, loss_cls: 2.9670, loss: 2.9670, grad_norm: 1.2147 2020-08-05 03:19:41,980 - mmaction - INFO - Epoch [78][120/940] lr: 3.172e-01, eta: 3 days, 9:31:43, time: 1.710, data_time: 0.006, memory: 9063, top1_acc: 0.3482, top5_acc: 0.5988, loss_cls: 2.9667, loss: 2.9667, grad_norm: 1.2209 2020-08-05 03:20:17,666 - mmaction - INFO - Epoch [78][140/940] lr: 3.172e-01, eta: 3 days, 9:31:13, time: 1.782, data_time: 0.006, memory: 9063, top1_acc: 0.3309, top5_acc: 0.5938, loss_cls: 3.0250, loss: 3.0250, grad_norm: 1.2214 2020-08-05 03:20:51,958 - mmaction - INFO - Epoch [78][160/940] lr: 3.172e-01, eta: 3 days, 9:30:34, time: 1.715, data_time: 0.007, memory: 9063, top1_acc: 0.3342, top5_acc: 0.5939, loss_cls: 3.0235, loss: 3.0235, grad_norm: 1.2078 2020-08-05 03:21:26,828 - mmaction - INFO - Epoch [78][180/940] lr: 3.172e-01, eta: 3 days, 9:29:58, time: 1.742, data_time: 0.006, memory: 9063, top1_acc: 0.3318, top5_acc: 0.5994, loss_cls: 3.0369, loss: 3.0369, grad_norm: 1.2514 2020-08-05 03:22:01,344 - mmaction - INFO - Epoch [78][200/940] lr: 3.172e-01, eta: 3 days, 9:29:21, time: 1.728, data_time: 0.010, memory: 9063, top1_acc: 0.3459, top5_acc: 0.5898, loss_cls: 3.0222, loss: 3.0222, grad_norm: 1.2193 2020-08-05 03:22:34,247 - mmaction - INFO - Epoch [78][220/940] lr: 3.172e-01, eta: 3 days, 9:28:32, time: 1.646, data_time: 0.006, memory: 9063, top1_acc: 0.3443, top5_acc: 0.6010, loss_cls: 3.0040, loss: 3.0040, grad_norm: 1.2171 2020-08-05 03:23:09,456 - mmaction - INFO - Epoch [78][240/940] lr: 3.172e-01, eta: 3 days, 9:27:59, time: 1.761, data_time: 0.008, memory: 9063, top1_acc: 0.3287, top5_acc: 0.5850, loss_cls: 3.0606, loss: 3.0606, grad_norm: 1.2080 2020-08-05 03:23:44,436 - mmaction - INFO - Epoch [78][260/940] lr: 3.172e-01, eta: 3 days, 9:27:25, time: 1.747, data_time: 0.005, memory: 9063, top1_acc: 0.3490, top5_acc: 0.5902, loss_cls: 2.9897, loss: 2.9897, grad_norm: 1.2044 2020-08-05 03:24:18,785 - mmaction - INFO - Epoch [78][280/940] lr: 3.172e-01, eta: 3 days, 9:26:46, time: 1.719, data_time: 0.006, memory: 9063, top1_acc: 0.3416, top5_acc: 0.5963, loss_cls: 3.0130, loss: 3.0130, grad_norm: 1.2166 2020-08-05 03:24:53,074 - mmaction - INFO - Epoch [78][300/940] lr: 3.172e-01, eta: 3 days, 9:26:07, time: 1.714, data_time: 0.005, memory: 9063, top1_acc: 0.3398, top5_acc: 0.6033, loss_cls: 3.0027, loss: 3.0027, grad_norm: 1.2145 2020-08-05 03:25:27,970 - mmaction - INFO - Epoch [78][320/940] lr: 3.172e-01, eta: 3 days, 9:25:32, time: 1.746, data_time: 0.005, memory: 9063, top1_acc: 0.3420, top5_acc: 0.5947, loss_cls: 3.0061, loss: 3.0061, grad_norm: 1.2185 2020-08-05 03:26:01,964 - mmaction - INFO - Epoch [78][340/940] lr: 3.172e-01, eta: 3 days, 9:24:50, time: 1.698, data_time: 0.005, memory: 9063, top1_acc: 0.3492, top5_acc: 0.5910, loss_cls: 2.9903, loss: 2.9903, grad_norm: 1.2162 2020-08-05 03:26:35,782 - mmaction - INFO - Epoch [78][360/940] lr: 3.172e-01, eta: 3 days, 9:24:08, time: 1.691, data_time: 0.006, memory: 9063, top1_acc: 0.3445, top5_acc: 0.5883, loss_cls: 3.0473, loss: 3.0473, grad_norm: 1.2372 2020-08-05 03:27:10,519 - mmaction - INFO - Epoch [78][380/940] lr: 3.172e-01, eta: 3 days, 9:23:32, time: 1.738, data_time: 0.006, memory: 9063, top1_acc: 0.3400, top5_acc: 0.5791, loss_cls: 3.0666, loss: 3.0666, grad_norm: 1.2046 2020-08-05 03:27:44,065 - mmaction - INFO - Epoch [78][400/940] lr: 3.172e-01, eta: 3 days, 9:22:47, time: 1.676, data_time: 0.008, memory: 9063, top1_acc: 0.3395, top5_acc: 0.5902, loss_cls: 3.0173, loss: 3.0173, grad_norm: 1.2284 2020-08-05 03:28:18,691 - mmaction - INFO - Epoch [78][420/940] lr: 3.172e-01, eta: 3 days, 9:22:10, time: 1.733, data_time: 0.006, memory: 9063, top1_acc: 0.3449, top5_acc: 0.6006, loss_cls: 2.9662, loss: 2.9662, grad_norm: 1.2178 2020-08-05 03:28:53,218 - mmaction - INFO - Epoch [78][440/940] lr: 3.172e-01, eta: 3 days, 9:21:33, time: 1.726, data_time: 0.006, memory: 9063, top1_acc: 0.3299, top5_acc: 0.5865, loss_cls: 3.0421, loss: 3.0421, grad_norm: 1.2240 2020-08-05 03:29:27,371 - mmaction - INFO - Epoch [78][460/940] lr: 3.172e-01, eta: 3 days, 9:20:53, time: 1.708, data_time: 0.002, memory: 9063, top1_acc: 0.3342, top5_acc: 0.5957, loss_cls: 3.0250, loss: 3.0250, grad_norm: 1.2117 2020-08-05 03:30:03,064 - mmaction - INFO - Epoch [78][480/940] lr: 3.172e-01, eta: 3 days, 9:20:23, time: 1.780, data_time: 0.008, memory: 9063, top1_acc: 0.3457, top5_acc: 0.5902, loss_cls: 3.0192, loss: 3.0192, grad_norm: 1.1843 2020-08-05 03:30:37,081 - mmaction - INFO - Epoch [78][500/940] lr: 3.172e-01, eta: 3 days, 9:19:42, time: 1.705, data_time: 0.009, memory: 9063, top1_acc: 0.3393, top5_acc: 0.5988, loss_cls: 3.0007, loss: 3.0007, grad_norm: 1.2384 2020-08-05 03:31:13,495 - mmaction - INFO - Epoch [78][520/940] lr: 3.172e-01, eta: 3 days, 9:19:17, time: 1.818, data_time: 0.005, memory: 9063, top1_acc: 0.3291, top5_acc: 0.5891, loss_cls: 3.0313, loss: 3.0313, grad_norm: 1.2141 2020-08-05 03:31:47,814 - mmaction - INFO - Epoch [78][540/940] lr: 3.172e-01, eta: 3 days, 9:18:39, time: 1.719, data_time: 0.007, memory: 9063, top1_acc: 0.3270, top5_acc: 0.5754, loss_cls: 3.0595, loss: 3.0595, grad_norm: 1.2252 2020-08-05 03:32:21,574 - mmaction - INFO - Epoch [78][560/940] lr: 3.172e-01, eta: 3 days, 9:17:56, time: 1.685, data_time: 0.004, memory: 9063, top1_acc: 0.3438, top5_acc: 0.5949, loss_cls: 3.0080, loss: 3.0080, grad_norm: 1.2209 2020-08-05 03:32:55,934 - mmaction - INFO - Epoch [78][580/940] lr: 3.172e-01, eta: 3 days, 9:17:17, time: 1.720, data_time: 0.007, memory: 9063, top1_acc: 0.3406, top5_acc: 0.5973, loss_cls: 2.9800, loss: 2.9800, grad_norm: 1.2172 2020-08-05 03:33:31,053 - mmaction - INFO - Epoch [78][600/940] lr: 3.172e-01, eta: 3 days, 9:16:43, time: 1.754, data_time: 0.006, memory: 9063, top1_acc: 0.3486, top5_acc: 0.6002, loss_cls: 3.0051, loss: 3.0051, grad_norm: 1.2321 2020-08-05 03:34:06,331 - mmaction - INFO - Epoch [78][620/940] lr: 3.172e-01, eta: 3 days, 9:16:11, time: 1.766, data_time: 0.006, memory: 9063, top1_acc: 0.3447, top5_acc: 0.5910, loss_cls: 2.9890, loss: 2.9890, grad_norm: 1.2264 2020-08-05 03:34:39,890 - mmaction - INFO - Epoch [78][640/940] lr: 3.172e-01, eta: 3 days, 9:15:27, time: 1.676, data_time: 0.008, memory: 9063, top1_acc: 0.3357, top5_acc: 0.5867, loss_cls: 3.0572, loss: 3.0572, grad_norm: 1.2266 2020-08-05 03:35:14,895 - mmaction - INFO - Epoch [78][660/940] lr: 3.172e-01, eta: 3 days, 9:14:53, time: 1.750, data_time: 0.006, memory: 9063, top1_acc: 0.3285, top5_acc: 0.5828, loss_cls: 3.0693, loss: 3.0693, grad_norm: 1.2333 2020-08-05 03:35:50,462 - mmaction - INFO - Epoch [78][680/940] lr: 3.172e-01, eta: 3 days, 9:14:23, time: 1.781, data_time: 0.006, memory: 9063, top1_acc: 0.3428, top5_acc: 0.5961, loss_cls: 3.0262, loss: 3.0262, grad_norm: 1.2210 2020-08-05 03:36:26,106 - mmaction - INFO - Epoch [78][700/940] lr: 3.172e-01, eta: 3 days, 9:13:52, time: 1.778, data_time: 0.007, memory: 9063, top1_acc: 0.3311, top5_acc: 0.5852, loss_cls: 3.0400, loss: 3.0400, grad_norm: 1.2188 2020-08-05 03:37:00,865 - mmaction - INFO - Epoch [78][720/940] lr: 3.172e-01, eta: 3 days, 9:13:17, time: 1.740, data_time: 0.007, memory: 9063, top1_acc: 0.3264, top5_acc: 0.5789, loss_cls: 3.0582, loss: 3.0582, grad_norm: 1.2378 2020-08-05 03:37:36,423 - mmaction - INFO - Epoch [78][740/940] lr: 3.172e-01, eta: 3 days, 9:12:47, time: 1.779, data_time: 0.006, memory: 9063, top1_acc: 0.3252, top5_acc: 0.5938, loss_cls: 3.0403, loss: 3.0403, grad_norm: 1.2183 2020-08-05 03:38:11,574 - mmaction - INFO - Epoch [78][760/940] lr: 3.172e-01, eta: 3 days, 9:12:13, time: 1.756, data_time: 0.007, memory: 9063, top1_acc: 0.3398, top5_acc: 0.5967, loss_cls: 3.0173, loss: 3.0173, grad_norm: 1.2258 2020-08-05 03:38:46,115 - mmaction - INFO - Epoch [78][780/940] lr: 3.172e-01, eta: 3 days, 9:11:36, time: 1.726, data_time: 0.006, memory: 9063, top1_acc: 0.3424, top5_acc: 0.5969, loss_cls: 3.0152, loss: 3.0152, grad_norm: 1.2136 2020-08-05 03:39:21,689 - mmaction - INFO - Epoch [78][800/940] lr: 3.172e-01, eta: 3 days, 9:11:05, time: 1.777, data_time: 0.008, memory: 9063, top1_acc: 0.3432, top5_acc: 0.5926, loss_cls: 3.0393, loss: 3.0393, grad_norm: 1.2261 2020-08-05 03:39:55,702 - mmaction - INFO - Epoch [78][820/940] lr: 3.172e-01, eta: 3 days, 9:10:25, time: 1.705, data_time: 0.008, memory: 9063, top1_acc: 0.3354, top5_acc: 0.5922, loss_cls: 3.0261, loss: 3.0261, grad_norm: 1.2337 2020-08-05 03:40:30,291 - mmaction - INFO - Epoch [78][840/940] lr: 3.172e-01, eta: 3 days, 9:09:47, time: 1.728, data_time: 0.005, memory: 9063, top1_acc: 0.3273, top5_acc: 0.5801, loss_cls: 3.0669, loss: 3.0669, grad_norm: 1.2128 2020-08-05 03:41:04,586 - mmaction - INFO - Epoch [78][860/940] lr: 3.172e-01, eta: 3 days, 9:09:08, time: 1.716, data_time: 0.006, memory: 9063, top1_acc: 0.3436, top5_acc: 0.5900, loss_cls: 3.0114, loss: 3.0114, grad_norm: 1.2093 2020-08-05 03:41:38,941 - mmaction - INFO - Epoch [78][880/940] lr: 3.172e-01, eta: 3 days, 9:08:30, time: 1.716, data_time: 0.005, memory: 9063, top1_acc: 0.3410, top5_acc: 0.5885, loss_cls: 3.0346, loss: 3.0346, grad_norm: 1.2308 2020-08-05 03:42:14,089 - mmaction - INFO - Epoch [78][900/940] lr: 3.172e-01, eta: 3 days, 9:07:56, time: 1.757, data_time: 0.006, memory: 9063, top1_acc: 0.3467, top5_acc: 0.6039, loss_cls: 2.9940, loss: 2.9940, grad_norm: 1.1843 2020-08-05 03:42:48,160 - mmaction - INFO - Epoch [78][920/940] lr: 3.172e-01, eta: 3 days, 9:07:16, time: 1.704, data_time: 0.006, memory: 9063, top1_acc: 0.3373, top5_acc: 0.5932, loss_cls: 3.0321, loss: 3.0321, grad_norm: 1.2124 2020-08-05 03:43:22,403 - mmaction - INFO - Epoch [78][940/940] lr: 3.172e-01, eta: 3 days, 9:06:36, time: 1.713, data_time: 0.006, memory: 9063, top1_acc: 0.3379, top5_acc: 0.5938, loss_cls: 3.0341, loss: 3.0341, grad_norm: 1.2342 2020-08-05 03:44:03,776 - mmaction - INFO - Epoch [79][20/940] lr: 3.152e-01, eta: 3 days, 9:06:44, time: 2.052, data_time: 0.432, memory: 9063, top1_acc: 0.3383, top5_acc: 0.5988, loss_cls: 2.9951, loss: 2.9951, grad_norm: 1.2099 2020-08-05 03:44:36,981 - mmaction - INFO - Epoch [79][40/940] lr: 3.152e-01, eta: 3 days, 9:05:57, time: 1.657, data_time: 0.004, memory: 9063, top1_acc: 0.3424, top5_acc: 0.6012, loss_cls: 2.9832, loss: 2.9832, grad_norm: 1.2148 2020-08-05 03:45:11,103 - mmaction - INFO - Epoch [79][60/940] lr: 3.152e-01, eta: 3 days, 9:05:16, time: 1.702, data_time: 0.006, memory: 9063, top1_acc: 0.3219, top5_acc: 0.5768, loss_cls: 3.1013, loss: 3.1013, grad_norm: 1.2272 2020-08-05 03:45:44,417 - mmaction - INFO - Epoch [79][80/940] lr: 3.152e-01, eta: 3 days, 9:04:31, time: 1.672, data_time: 0.008, memory: 9063, top1_acc: 0.3469, top5_acc: 0.5938, loss_cls: 3.0077, loss: 3.0077, grad_norm: 1.2317 2020-08-05 03:46:19,452 - mmaction - INFO - Epoch [79][100/940] lr: 3.152e-01, eta: 3 days, 9:03:57, time: 1.750, data_time: 0.005, memory: 9063, top1_acc: 0.3385, top5_acc: 0.5994, loss_cls: 3.0204, loss: 3.0204, grad_norm: 1.2263 2020-08-05 03:46:54,304 - mmaction - INFO - Epoch [79][120/940] lr: 3.152e-01, eta: 3 days, 9:03:22, time: 1.744, data_time: 0.007, memory: 9063, top1_acc: 0.3488, top5_acc: 0.5986, loss_cls: 3.0098, loss: 3.0098, grad_norm: 1.2230 2020-08-05 03:47:29,760 - mmaction - INFO - Epoch [79][140/940] lr: 3.152e-01, eta: 3 days, 9:02:50, time: 1.771, data_time: 0.005, memory: 9063, top1_acc: 0.3381, top5_acc: 0.6002, loss_cls: 3.0103, loss: 3.0103, grad_norm: 1.2017 2020-08-05 03:48:03,348 - mmaction - INFO - Epoch [79][160/940] lr: 3.152e-01, eta: 3 days, 9:02:06, time: 1.679, data_time: 0.005, memory: 9063, top1_acc: 0.3490, top5_acc: 0.6055, loss_cls: 2.9723, loss: 2.9723, grad_norm: 1.2226 2020-08-05 03:48:36,393 - mmaction - INFO - Epoch [79][180/940] lr: 3.152e-01, eta: 3 days, 9:01:19, time: 1.654, data_time: 0.006, memory: 9063, top1_acc: 0.3477, top5_acc: 0.5980, loss_cls: 3.0117, loss: 3.0117, grad_norm: 1.2322 2020-08-05 03:49:10,907 - mmaction - INFO - Epoch [79][200/940] lr: 3.152e-01, eta: 3 days, 9:00:41, time: 1.724, data_time: 0.005, memory: 9063, top1_acc: 0.3445, top5_acc: 0.5980, loss_cls: 2.9751, loss: 2.9751, grad_norm: 1.2364 2020-08-05 03:49:46,473 - mmaction - INFO - Epoch [79][220/940] lr: 3.152e-01, eta: 3 days, 9:00:11, time: 1.780, data_time: 0.006, memory: 9063, top1_acc: 0.3408, top5_acc: 0.6045, loss_cls: 2.9945, loss: 2.9945, grad_norm: 1.2232 2020-08-05 03:50:20,888 - mmaction - INFO - Epoch [79][240/940] lr: 3.152e-01, eta: 3 days, 8:59:33, time: 1.718, data_time: 0.006, memory: 9063, top1_acc: 0.3406, top5_acc: 0.5906, loss_cls: 3.0395, loss: 3.0395, grad_norm: 1.2115 2020-08-05 03:50:55,741 - mmaction - INFO - Epoch [79][260/940] lr: 3.152e-01, eta: 3 days, 8:58:58, time: 1.745, data_time: 0.007, memory: 9063, top1_acc: 0.3555, top5_acc: 0.6014, loss_cls: 2.9654, loss: 2.9654, grad_norm: 1.2045 2020-08-05 03:51:31,272 - mmaction - INFO - Epoch [79][280/940] lr: 3.152e-01, eta: 3 days, 8:58:27, time: 1.773, data_time: 0.007, memory: 9063, top1_acc: 0.3453, top5_acc: 0.5813, loss_cls: 3.0270, loss: 3.0270, grad_norm: 1.2320 2020-08-05 03:52:05,528 - mmaction - INFO - Epoch [79][300/940] lr: 3.152e-01, eta: 3 days, 8:57:47, time: 1.714, data_time: 0.007, memory: 9063, top1_acc: 0.3467, top5_acc: 0.5953, loss_cls: 2.9837, loss: 2.9837, grad_norm: 1.2378 2020-08-05 03:52:39,656 - mmaction - INFO - Epoch [79][320/940] lr: 3.152e-01, eta: 3 days, 8:57:07, time: 1.707, data_time: 0.006, memory: 9063, top1_acc: 0.3520, top5_acc: 0.5959, loss_cls: 2.9950, loss: 2.9950, grad_norm: 1.2179 2020-08-05 03:53:15,322 - mmaction - INFO - Epoch [79][340/940] lr: 3.152e-01, eta: 3 days, 8:56:37, time: 1.782, data_time: 0.006, memory: 9063, top1_acc: 0.3289, top5_acc: 0.5805, loss_cls: 3.0851, loss: 3.0851, grad_norm: 1.2353 2020-08-05 03:53:50,267 - mmaction - INFO - Epoch [79][360/940] lr: 3.152e-01, eta: 3 days, 8:56:03, time: 1.748, data_time: 0.008, memory: 9063, top1_acc: 0.3383, top5_acc: 0.5898, loss_cls: 3.0376, loss: 3.0376, grad_norm: 1.2342 2020-08-05 03:54:24,427 - mmaction - INFO - Epoch [79][380/940] lr: 3.152e-01, eta: 3 days, 8:55:23, time: 1.710, data_time: 0.006, memory: 9063, top1_acc: 0.3516, top5_acc: 0.6080, loss_cls: 2.9443, loss: 2.9443, grad_norm: 1.2206 2020-08-05 03:54:59,276 - mmaction - INFO - Epoch [79][400/940] lr: 3.152e-01, eta: 3 days, 8:54:48, time: 1.741, data_time: 0.007, memory: 9063, top1_acc: 0.3373, top5_acc: 0.5959, loss_cls: 3.0182, loss: 3.0182, grad_norm: 1.2259 2020-08-05 03:55:34,339 - mmaction - INFO - Epoch [79][420/940] lr: 3.152e-01, eta: 3 days, 8:54:14, time: 1.755, data_time: 0.005, memory: 9063, top1_acc: 0.3410, top5_acc: 0.5893, loss_cls: 3.0312, loss: 3.0312, grad_norm: 1.2211 2020-08-05 03:56:09,179 - mmaction - INFO - Epoch [79][440/940] lr: 3.152e-01, eta: 3 days, 8:53:39, time: 1.741, data_time: 0.006, memory: 9063, top1_acc: 0.3416, top5_acc: 0.5990, loss_cls: 3.0334, loss: 3.0334, grad_norm: 1.2144 2020-08-05 03:56:43,962 - mmaction - INFO - Epoch [79][460/940] lr: 3.152e-01, eta: 3 days, 8:53:03, time: 1.740, data_time: 0.005, memory: 9063, top1_acc: 0.3371, top5_acc: 0.5904, loss_cls: 3.0441, loss: 3.0441, grad_norm: 1.2115 2020-08-05 03:57:19,219 - mmaction - INFO - Epoch [79][480/940] lr: 3.152e-01, eta: 3 days, 8:52:30, time: 1.759, data_time: 0.005, memory: 9063, top1_acc: 0.3486, top5_acc: 0.5969, loss_cls: 3.0047, loss: 3.0047, grad_norm: 1.2321 2020-08-05 03:57:54,924 - mmaction - INFO - Epoch [79][500/940] lr: 3.152e-01, eta: 3 days, 8:52:01, time: 1.786, data_time: 0.007, memory: 9063, top1_acc: 0.3436, top5_acc: 0.5943, loss_cls: 3.0061, loss: 3.0061, grad_norm: 1.2332 2020-08-05 03:58:28,165 - mmaction - INFO - Epoch [79][520/940] lr: 3.152e-01, eta: 3 days, 8:51:15, time: 1.664, data_time: 0.007, memory: 9063, top1_acc: 0.3436, top5_acc: 0.5926, loss_cls: 3.0096, loss: 3.0096, grad_norm: 1.2313 2020-08-05 03:59:02,321 - mmaction - INFO - Epoch [79][540/940] lr: 3.152e-01, eta: 3 days, 8:50:35, time: 1.704, data_time: 0.005, memory: 9063, top1_acc: 0.3441, top5_acc: 0.5953, loss_cls: 3.0450, loss: 3.0450, grad_norm: 1.2216 2020-08-05 03:59:37,216 - mmaction - INFO - Epoch [79][560/940] lr: 3.152e-01, eta: 3 days, 8:50:00, time: 1.748, data_time: 0.007, memory: 9063, top1_acc: 0.3363, top5_acc: 0.5887, loss_cls: 3.0371, loss: 3.0371, grad_norm: 1.2056 2020-08-05 04:00:15,299 - mmaction - INFO - Epoch [79][580/940] lr: 3.152e-01, eta: 3 days, 8:49:46, time: 1.897, data_time: 0.006, memory: 9063, top1_acc: 0.3379, top5_acc: 0.5910, loss_cls: 3.0306, loss: 3.0306, grad_norm: 1.2261 2020-08-05 04:00:48,277 - mmaction - INFO - Epoch [79][600/940] lr: 3.152e-01, eta: 3 days, 8:48:59, time: 1.656, data_time: 0.021, memory: 9063, top1_acc: 0.3455, top5_acc: 0.5947, loss_cls: 2.9874, loss: 2.9874, grad_norm: 1.2124 2020-08-05 04:01:23,150 - mmaction - INFO - Epoch [79][620/940] lr: 3.152e-01, eta: 3 days, 8:48:24, time: 1.742, data_time: 0.005, memory: 9063, top1_acc: 0.3391, top5_acc: 0.5859, loss_cls: 3.0363, loss: 3.0363, grad_norm: 1.2112 2020-08-05 04:01:57,820 - mmaction - INFO - Epoch [79][640/940] lr: 3.152e-01, eta: 3 days, 8:47:47, time: 1.734, data_time: 0.007, memory: 9063, top1_acc: 0.3318, top5_acc: 0.5918, loss_cls: 3.0474, loss: 3.0474, grad_norm: 1.2281 2020-08-05 04:02:32,947 - mmaction - INFO - Epoch [79][660/940] lr: 3.152e-01, eta: 3 days, 8:47:14, time: 1.756, data_time: 0.006, memory: 9063, top1_acc: 0.3367, top5_acc: 0.5912, loss_cls: 3.0209, loss: 3.0209, grad_norm: 1.2335 2020-08-05 04:03:08,428 - mmaction - INFO - Epoch [79][680/940] lr: 3.152e-01, eta: 3 days, 8:46:43, time: 1.775, data_time: 0.004, memory: 9063, top1_acc: 0.3416, top5_acc: 0.6020, loss_cls: 3.0026, loss: 3.0026, grad_norm: 1.2120 2020-08-05 04:03:41,207 - mmaction - INFO - Epoch [79][700/940] lr: 3.152e-01, eta: 3 days, 8:45:54, time: 1.638, data_time: 0.005, memory: 9063, top1_acc: 0.3352, top5_acc: 0.5893, loss_cls: 3.0231, loss: 3.0231, grad_norm: 1.2050 2020-08-05 04:04:16,408 - mmaction - INFO - Epoch [79][720/940] lr: 3.152e-01, eta: 3 days, 8:45:21, time: 1.761, data_time: 0.005, memory: 9063, top1_acc: 0.3334, top5_acc: 0.5930, loss_cls: 3.0458, loss: 3.0458, grad_norm: 1.2243 2020-08-05 04:04:50,654 - mmaction - INFO - Epoch [79][740/940] lr: 3.152e-01, eta: 3 days, 8:44:42, time: 1.711, data_time: 0.005, memory: 9063, top1_acc: 0.3375, top5_acc: 0.5955, loss_cls: 3.0158, loss: 3.0158, grad_norm: 1.1977 2020-08-05 04:05:25,853 - mmaction - INFO - Epoch [79][760/940] lr: 3.152e-01, eta: 3 days, 8:44:09, time: 1.758, data_time: 0.005, memory: 9063, top1_acc: 0.3422, top5_acc: 0.6018, loss_cls: 2.9902, loss: 2.9902, grad_norm: 1.2645 2020-08-05 04:06:00,898 - mmaction - INFO - Epoch [79][780/940] lr: 3.152e-01, eta: 3 days, 8:43:35, time: 1.754, data_time: 0.006, memory: 9063, top1_acc: 0.3439, top5_acc: 0.5891, loss_cls: 3.0199, loss: 3.0199, grad_norm: 1.2366 2020-08-05 04:06:35,849 - mmaction - INFO - Epoch [79][800/940] lr: 3.152e-01, eta: 3 days, 8:43:00, time: 1.748, data_time: 0.007, memory: 9063, top1_acc: 0.3314, top5_acc: 0.5854, loss_cls: 3.0601, loss: 3.0601, grad_norm: 1.2384 2020-08-05 04:07:09,888 - mmaction - INFO - Epoch [79][820/940] lr: 3.152e-01, eta: 3 days, 8:42:20, time: 1.702, data_time: 0.007, memory: 9063, top1_acc: 0.3334, top5_acc: 0.5824, loss_cls: 3.0568, loss: 3.0568, grad_norm: 1.2400 2020-08-05 04:07:44,519 - mmaction - INFO - Epoch [79][840/940] lr: 3.152e-01, eta: 3 days, 8:41:43, time: 1.732, data_time: 0.005, memory: 9063, top1_acc: 0.3414, top5_acc: 0.5941, loss_cls: 3.0304, loss: 3.0304, grad_norm: 1.2181 2020-08-05 04:08:17,904 - mmaction - INFO - Epoch [79][860/940] lr: 3.152e-01, eta: 3 days, 8:40:58, time: 1.670, data_time: 0.005, memory: 9063, top1_acc: 0.3391, top5_acc: 0.5914, loss_cls: 3.0257, loss: 3.0257, grad_norm: 1.1916 2020-08-05 04:08:52,064 - mmaction - INFO - Epoch [79][880/940] lr: 3.152e-01, eta: 3 days, 8:40:19, time: 1.707, data_time: 0.002, memory: 9063, top1_acc: 0.3488, top5_acc: 0.5943, loss_cls: 3.0019, loss: 3.0019, grad_norm: 1.2311 2020-08-05 04:09:26,593 - mmaction - INFO - Epoch [79][900/940] lr: 3.152e-01, eta: 3 days, 8:39:41, time: 1.726, data_time: 0.002, memory: 9063, top1_acc: 0.3355, top5_acc: 0.5857, loss_cls: 3.0458, loss: 3.0458, grad_norm: 1.2264 2020-08-05 04:10:01,500 - mmaction - INFO - Epoch [79][920/940] lr: 3.152e-01, eta: 3 days, 8:39:06, time: 1.742, data_time: 0.005, memory: 9063, top1_acc: 0.3502, top5_acc: 0.5951, loss_cls: 3.0041, loss: 3.0041, grad_norm: 1.2431 2020-08-05 04:10:35,037 - mmaction - INFO - Epoch [79][940/940] lr: 3.152e-01, eta: 3 days, 8:38:22, time: 1.678, data_time: 0.007, memory: 9063, top1_acc: 0.3470, top5_acc: 0.5988, loss_cls: 2.9765, loss: 2.9765, grad_norm: 1.2138 2020-08-05 04:11:15,613 - mmaction - INFO - Epoch [80][20/940] lr: 3.131e-01, eta: 3 days, 8:38:23, time: 2.013, data_time: 0.512, memory: 9063, top1_acc: 0.3430, top5_acc: 0.6020, loss_cls: 2.9744, loss: 2.9744, grad_norm: 1.2282 2020-08-05 04:11:49,491 - mmaction - INFO - Epoch [80][40/940] lr: 3.131e-01, eta: 3 days, 8:37:41, time: 1.695, data_time: 0.005, memory: 9063, top1_acc: 0.3506, top5_acc: 0.6014, loss_cls: 2.9767, loss: 2.9767, grad_norm: 1.2229 2020-08-05 04:12:23,019 - mmaction - INFO - Epoch [80][60/940] lr: 3.131e-01, eta: 3 days, 8:36:57, time: 1.675, data_time: 0.010, memory: 9063, top1_acc: 0.3391, top5_acc: 0.5945, loss_cls: 3.0334, loss: 3.0334, grad_norm: 1.2205 2020-08-05 04:12:57,696 - mmaction - INFO - Epoch [80][80/940] lr: 3.131e-01, eta: 3 days, 8:36:21, time: 1.734, data_time: 0.005, memory: 9063, top1_acc: 0.3455, top5_acc: 0.5967, loss_cls: 2.9795, loss: 2.9795, grad_norm: 1.2598 2020-08-05 04:13:32,671 - mmaction - INFO - Epoch [80][100/940] lr: 3.131e-01, eta: 3 days, 8:35:46, time: 1.745, data_time: 0.007, memory: 9063, top1_acc: 0.3367, top5_acc: 0.5875, loss_cls: 3.0417, loss: 3.0417, grad_norm: 1.2263 2020-08-05 04:14:07,628 - mmaction - INFO - Epoch [80][120/940] lr: 3.131e-01, eta: 3 days, 8:35:12, time: 1.752, data_time: 0.012, memory: 9063, top1_acc: 0.3496, top5_acc: 0.6066, loss_cls: 2.9764, loss: 2.9764, grad_norm: 1.2428 2020-08-05 04:14:42,319 - mmaction - INFO - Epoch [80][140/940] lr: 3.131e-01, eta: 3 days, 8:34:36, time: 1.736, data_time: 0.005, memory: 9063, top1_acc: 0.3441, top5_acc: 0.5883, loss_cls: 3.0137, loss: 3.0137, grad_norm: 1.2451 2020-08-05 04:15:16,917 - mmaction - INFO - Epoch [80][160/940] lr: 3.131e-01, eta: 3 days, 8:33:59, time: 1.728, data_time: 0.007, memory: 9063, top1_acc: 0.3529, top5_acc: 0.6029, loss_cls: 2.9655, loss: 2.9655, grad_norm: 1.2431 2020-08-05 04:15:52,385 - mmaction - INFO - Epoch [80][180/940] lr: 3.131e-01, eta: 3 days, 8:33:27, time: 1.771, data_time: 0.007, memory: 9063, top1_acc: 0.3355, top5_acc: 0.5963, loss_cls: 3.0065, loss: 3.0065, grad_norm: 1.2380 2020-08-05 04:16:25,529 - mmaction - INFO - Epoch [80][200/940] lr: 3.131e-01, eta: 3 days, 8:32:41, time: 1.660, data_time: 0.009, memory: 9063, top1_acc: 0.3490, top5_acc: 0.5961, loss_cls: 2.9748, loss: 2.9748, grad_norm: 1.2208 2020-08-05 04:16:59,942 - mmaction - INFO - Epoch [80][220/940] lr: 3.131e-01, eta: 3 days, 8:32:03, time: 1.722, data_time: 0.005, memory: 9063, top1_acc: 0.3436, top5_acc: 0.5898, loss_cls: 3.0235, loss: 3.0235, grad_norm: 1.2451 2020-08-05 04:17:34,231 - mmaction - INFO - Epoch [80][240/940] lr: 3.131e-01, eta: 3 days, 8:31:24, time: 1.711, data_time: 0.005, memory: 9063, top1_acc: 0.3305, top5_acc: 0.5887, loss_cls: 3.0506, loss: 3.0506, grad_norm: 1.2255 2020-08-05 04:18:08,679 - mmaction - INFO - Epoch [80][260/940] lr: 3.131e-01, eta: 3 days, 8:30:47, time: 1.727, data_time: 0.007, memory: 9063, top1_acc: 0.3387, top5_acc: 0.5975, loss_cls: 3.0113, loss: 3.0113, grad_norm: 1.2543 2020-08-05 04:18:42,757 - mmaction - INFO - Epoch [80][280/940] lr: 3.131e-01, eta: 3 days, 8:30:06, time: 1.699, data_time: 0.005, memory: 9063, top1_acc: 0.3471, top5_acc: 0.5926, loss_cls: 3.0266, loss: 3.0266, grad_norm: 1.2218 2020-08-05 04:19:17,846 - mmaction - INFO - Epoch [80][300/940] lr: 3.131e-01, eta: 3 days, 8:29:33, time: 1.759, data_time: 0.007, memory: 9063, top1_acc: 0.3445, top5_acc: 0.5896, loss_cls: 3.0188, loss: 3.0188, grad_norm: 1.2293 2020-08-05 04:19:52,550 - mmaction - INFO - Epoch [80][320/940] lr: 3.131e-01, eta: 3 days, 8:28:57, time: 1.734, data_time: 0.005, memory: 9063, top1_acc: 0.3352, top5_acc: 0.6025, loss_cls: 3.0193, loss: 3.0193, grad_norm: 1.2264 2020-08-05 04:20:26,923 - mmaction - INFO - Epoch [80][340/940] lr: 3.131e-01, eta: 3 days, 8:28:18, time: 1.720, data_time: 0.005, memory: 9063, top1_acc: 0.3400, top5_acc: 0.6037, loss_cls: 2.9621, loss: 2.9621, grad_norm: 1.2300 2020-08-05 04:21:01,298 - mmaction - INFO - Epoch [80][360/940] lr: 3.131e-01, eta: 3 days, 8:27:40, time: 1.716, data_time: 0.004, memory: 9063, top1_acc: 0.3389, top5_acc: 0.5898, loss_cls: 3.0274, loss: 3.0274, grad_norm: 1.2078 2020-08-05 04:21:36,875 - mmaction - INFO - Epoch [80][380/940] lr: 3.131e-01, eta: 3 days, 8:27:10, time: 1.781, data_time: 0.007, memory: 9063, top1_acc: 0.3408, top5_acc: 0.5967, loss_cls: 3.0045, loss: 3.0045, grad_norm: 1.2146 2020-08-05 04:22:11,975 - mmaction - INFO - Epoch [80][400/940] lr: 3.131e-01, eta: 3 days, 8:26:36, time: 1.752, data_time: 0.005, memory: 9063, top1_acc: 0.3324, top5_acc: 0.5938, loss_cls: 3.0388, loss: 3.0388, grad_norm: 1.2333 2020-08-05 04:22:45,726 - mmaction - INFO - Epoch [80][420/940] lr: 3.131e-01, eta: 3 days, 8:25:54, time: 1.691, data_time: 0.006, memory: 9063, top1_acc: 0.3510, top5_acc: 0.5953, loss_cls: 2.9969, loss: 2.9969, grad_norm: 1.2210 2020-08-05 04:23:19,977 - mmaction - INFO - Epoch [80][440/940] lr: 3.131e-01, eta: 3 days, 8:25:15, time: 1.713, data_time: 0.007, memory: 9063, top1_acc: 0.3424, top5_acc: 0.5857, loss_cls: 3.0386, loss: 3.0386, grad_norm: 1.1901 2020-08-05 04:23:54,252 - mmaction - INFO - Epoch [80][460/940] lr: 3.131e-01, eta: 3 days, 8:24:36, time: 1.713, data_time: 0.003, memory: 9063, top1_acc: 0.3521, top5_acc: 0.6031, loss_cls: 2.9666, loss: 2.9666, grad_norm: 1.2258 2020-08-05 04:24:29,238 - mmaction - INFO - Epoch [80][480/940] lr: 3.131e-01, eta: 3 days, 8:24:01, time: 1.748, data_time: 0.005, memory: 9063, top1_acc: 0.3379, top5_acc: 0.5941, loss_cls: 3.0022, loss: 3.0022, grad_norm: 1.2584 2020-08-05 04:25:04,575 - mmaction - INFO - Epoch [80][500/940] lr: 3.131e-01, eta: 3 days, 8:23:30, time: 1.768, data_time: 0.006, memory: 9063, top1_acc: 0.3410, top5_acc: 0.5848, loss_cls: 3.0562, loss: 3.0562, grad_norm: 1.2539 2020-08-05 04:25:39,193 - mmaction - INFO - Epoch [80][520/940] lr: 3.131e-01, eta: 3 days, 8:22:53, time: 1.731, data_time: 0.002, memory: 9063, top1_acc: 0.3395, top5_acc: 0.5838, loss_cls: 3.0253, loss: 3.0253, grad_norm: 1.2069 2020-08-05 04:26:14,319 - mmaction - INFO - Epoch [80][540/940] lr: 3.131e-01, eta: 3 days, 8:22:19, time: 1.755, data_time: 0.005, memory: 9063, top1_acc: 0.3438, top5_acc: 0.5932, loss_cls: 3.0244, loss: 3.0244, grad_norm: 1.2413 2020-08-05 04:26:48,049 - mmaction - INFO - Epoch [80][560/940] lr: 3.131e-01, eta: 3 days, 8:21:37, time: 1.688, data_time: 0.006, memory: 9063, top1_acc: 0.3322, top5_acc: 0.5895, loss_cls: 3.0456, loss: 3.0456, grad_norm: 1.2174 2020-08-05 04:27:22,470 - mmaction - INFO - Epoch [80][580/940] lr: 3.131e-01, eta: 3 days, 8:20:59, time: 1.720, data_time: 0.005, memory: 9063, top1_acc: 0.3287, top5_acc: 0.5811, loss_cls: 3.0663, loss: 3.0663, grad_norm: 1.2521 2020-08-05 04:27:56,712 - mmaction - INFO - Epoch [80][600/940] lr: 3.131e-01, eta: 3 days, 8:20:20, time: 1.713, data_time: 0.006, memory: 9063, top1_acc: 0.3471, top5_acc: 0.5900, loss_cls: 3.0057, loss: 3.0057, grad_norm: 1.2169 2020-08-05 04:28:31,405 - mmaction - INFO - Epoch [80][620/940] lr: 3.131e-01, eta: 3 days, 8:19:44, time: 1.732, data_time: 0.005, memory: 9063, top1_acc: 0.3432, top5_acc: 0.5885, loss_cls: 3.0482, loss: 3.0482, grad_norm: 1.2316 2020-08-05 04:29:06,049 - mmaction - INFO - Epoch [80][640/940] lr: 3.131e-01, eta: 3 days, 8:19:07, time: 1.731, data_time: 0.006, memory: 9063, top1_acc: 0.3352, top5_acc: 0.5865, loss_cls: 3.0263, loss: 3.0263, grad_norm: 1.2518 2020-08-05 04:29:39,709 - mmaction - INFO - Epoch [80][660/940] lr: 3.131e-01, eta: 3 days, 8:18:25, time: 1.686, data_time: 0.006, memory: 9063, top1_acc: 0.3479, top5_acc: 0.5971, loss_cls: 2.9873, loss: 2.9873, grad_norm: 1.2278 2020-08-05 04:30:14,973 - mmaction - INFO - Epoch [80][680/940] lr: 3.131e-01, eta: 3 days, 8:17:52, time: 1.762, data_time: 0.006, memory: 9063, top1_acc: 0.3504, top5_acc: 0.6020, loss_cls: 2.9788, loss: 2.9788, grad_norm: 1.2244 2020-08-05 04:30:49,627 - mmaction - INFO - Epoch [80][700/940] lr: 3.131e-01, eta: 3 days, 8:17:16, time: 1.734, data_time: 0.005, memory: 9063, top1_acc: 0.3436, top5_acc: 0.5895, loss_cls: 3.0017, loss: 3.0017, grad_norm: 1.2627 2020-08-05 04:31:24,668 - mmaction - INFO - Epoch [80][720/940] lr: 3.131e-01, eta: 3 days, 8:16:42, time: 1.750, data_time: 0.005, memory: 9063, top1_acc: 0.3420, top5_acc: 0.5916, loss_cls: 3.0079, loss: 3.0079, grad_norm: 1.1944 2020-08-05 04:31:59,114 - mmaction - INFO - Epoch [80][740/940] lr: 3.131e-01, eta: 3 days, 8:16:04, time: 1.724, data_time: 0.006, memory: 9063, top1_acc: 0.3414, top5_acc: 0.5887, loss_cls: 3.0064, loss: 3.0064, grad_norm: 1.1943 2020-08-05 04:32:33,399 - mmaction - INFO - Epoch [80][760/940] lr: 3.131e-01, eta: 3 days, 8:15:25, time: 1.710, data_time: 0.003, memory: 9063, top1_acc: 0.3496, top5_acc: 0.5998, loss_cls: 2.9754, loss: 2.9754, grad_norm: 1.2115 2020-08-05 04:33:07,508 - mmaction - INFO - Epoch [80][780/940] lr: 3.131e-01, eta: 3 days, 8:14:46, time: 1.709, data_time: 0.007, memory: 9063, top1_acc: 0.3461, top5_acc: 0.5945, loss_cls: 3.0068, loss: 3.0068, grad_norm: 1.2425 2020-08-05 04:33:42,352 - mmaction - INFO - Epoch [80][800/940] lr: 3.131e-01, eta: 3 days, 8:14:10, time: 1.740, data_time: 0.007, memory: 9063, top1_acc: 0.3430, top5_acc: 0.5908, loss_cls: 3.0141, loss: 3.0141, grad_norm: 1.2133 2020-08-05 04:34:17,599 - mmaction - INFO - Epoch [80][820/940] lr: 3.131e-01, eta: 3 days, 8:13:38, time: 1.764, data_time: 0.006, memory: 9063, top1_acc: 0.3387, top5_acc: 0.5969, loss_cls: 3.0108, loss: 3.0108, grad_norm: 1.2385 2020-08-05 04:34:52,887 - mmaction - INFO - Epoch [80][840/940] lr: 3.131e-01, eta: 3 days, 8:13:05, time: 1.761, data_time: 0.005, memory: 9063, top1_acc: 0.3438, top5_acc: 0.6039, loss_cls: 2.9939, loss: 2.9939, grad_norm: 1.2387 2020-08-05 04:35:26,517 - mmaction - INFO - Epoch [80][860/940] lr: 3.131e-01, eta: 3 days, 8:12:23, time: 1.686, data_time: 0.006, memory: 9063, top1_acc: 0.3277, top5_acc: 0.5842, loss_cls: 3.0453, loss: 3.0453, grad_norm: 1.2456 2020-08-05 04:36:01,052 - mmaction - INFO - Epoch [80][880/940] lr: 3.131e-01, eta: 3 days, 8:11:45, time: 1.725, data_time: 0.004, memory: 9063, top1_acc: 0.3535, top5_acc: 0.5936, loss_cls: 3.0028, loss: 3.0028, grad_norm: 1.2329 2020-08-05 04:36:36,014 - mmaction - INFO - Epoch [80][900/940] lr: 3.131e-01, eta: 3 days, 8:11:11, time: 1.749, data_time: 0.005, memory: 9063, top1_acc: 0.3277, top5_acc: 0.5793, loss_cls: 3.0804, loss: 3.0804, grad_norm: 1.2310 2020-08-05 04:37:11,514 - mmaction - INFO - Epoch [80][920/940] lr: 3.131e-01, eta: 3 days, 8:10:40, time: 1.774, data_time: 0.009, memory: 9063, top1_acc: 0.3332, top5_acc: 0.5920, loss_cls: 3.0271, loss: 3.0271, grad_norm: 1.1972 2020-08-05 04:37:43,051 - mmaction - INFO - Epoch [80][940/940] lr: 3.131e-01, eta: 3 days, 8:09:44, time: 1.577, data_time: 0.006, memory: 9063, top1_acc: 0.3379, top5_acc: 0.5860, loss_cls: 3.0571, loss: 3.0571, grad_norm: 1.2530 2020-08-05 04:37:43,303 - mmaction - INFO - Saving checkpoint at 80 epochs 2020-08-05 04:38:34,308 - mmaction - INFO - Epoch [81][20/940] lr: 3.111e-01, eta: 3 days, 8:10:37, time: 2.445, data_time: 0.352, memory: 9063, top1_acc: 0.3467, top5_acc: 0.6021, loss_cls: 2.9922, loss: 2.9922, grad_norm: 1.2109 2020-08-05 04:39:04,202 - mmaction - INFO - Epoch [81][40/940] lr: 3.111e-01, eta: 3 days, 8:09:31, time: 1.494, data_time: 0.007, memory: 9063, top1_acc: 0.3439, top5_acc: 0.6061, loss_cls: 2.9655, loss: 2.9655, grad_norm: 1.2472 2020-08-05 04:39:37,258 - mmaction - INFO - Epoch [81][60/940] lr: 3.111e-01, eta: 3 days, 8:08:44, time: 1.654, data_time: 0.007, memory: 9063, top1_acc: 0.3395, top5_acc: 0.5988, loss_cls: 3.0186, loss: 3.0186, grad_norm: 1.2623 2020-08-05 04:40:12,621 - mmaction - INFO - Epoch [81][80/940] lr: 3.111e-01, eta: 3 days, 8:08:12, time: 1.766, data_time: 0.006, memory: 9063, top1_acc: 0.3496, top5_acc: 0.5988, loss_cls: 2.9669, loss: 2.9669, grad_norm: 1.2192 2020-08-05 04:40:47,785 - mmaction - INFO - Epoch [81][100/940] lr: 3.111e-01, eta: 3 days, 8:07:39, time: 1.762, data_time: 0.007, memory: 9063, top1_acc: 0.3365, top5_acc: 0.5857, loss_cls: 3.0719, loss: 3.0719, grad_norm: 1.2251 2020-08-05 04:41:23,706 - mmaction - INFO - Epoch [81][120/940] lr: 3.111e-01, eta: 3 days, 8:07:10, time: 1.791, data_time: 0.005, memory: 9063, top1_acc: 0.3500, top5_acc: 0.6143, loss_cls: 2.9296, loss: 2.9296, grad_norm: 1.2216 2020-08-05 04:41:58,025 - mmaction - INFO - Epoch [81][140/940] lr: 3.111e-01, eta: 3 days, 8:06:32, time: 1.719, data_time: 0.008, memory: 9063, top1_acc: 0.3490, top5_acc: 0.5992, loss_cls: 2.9595, loss: 2.9595, grad_norm: 1.2334 2020-08-05 04:42:33,786 - mmaction - INFO - Epoch [81][160/940] lr: 3.111e-01, eta: 3 days, 8:06:03, time: 1.788, data_time: 0.006, memory: 9063, top1_acc: 0.3463, top5_acc: 0.5920, loss_cls: 2.9975, loss: 2.9975, grad_norm: 1.2393 2020-08-05 04:43:07,323 - mmaction - INFO - Epoch [81][180/940] lr: 3.111e-01, eta: 3 days, 8:05:20, time: 1.679, data_time: 0.005, memory: 9063, top1_acc: 0.3465, top5_acc: 0.6006, loss_cls: 2.9823, loss: 2.9823, grad_norm: 1.2462 2020-08-05 04:43:43,757 - mmaction - INFO - Epoch [81][200/940] lr: 3.111e-01, eta: 3 days, 8:04:54, time: 1.820, data_time: 0.005, memory: 9063, top1_acc: 0.3402, top5_acc: 0.5959, loss_cls: 3.0019, loss: 3.0019, grad_norm: 1.2396 2020-08-05 04:44:16,685 - mmaction - INFO - Epoch [81][220/940] lr: 3.111e-01, eta: 3 days, 8:04:07, time: 1.648, data_time: 0.005, memory: 9063, top1_acc: 0.3471, top5_acc: 0.5957, loss_cls: 3.0095, loss: 3.0095, grad_norm: 1.2386 2020-08-05 04:44:51,430 - mmaction - INFO - Epoch [81][240/940] lr: 3.111e-01, eta: 3 days, 8:03:31, time: 1.736, data_time: 0.005, memory: 9063, top1_acc: 0.3514, top5_acc: 0.5967, loss_cls: 2.9790, loss: 2.9790, grad_norm: 1.2468 2020-08-05 04:45:25,822 - mmaction - INFO - Epoch [81][260/940] lr: 3.111e-01, eta: 3 days, 8:02:53, time: 1.717, data_time: 0.006, memory: 9063, top1_acc: 0.3506, top5_acc: 0.6041, loss_cls: 2.9654, loss: 2.9654, grad_norm: 1.2380 2020-08-05 04:45:58,612 - mmaction - INFO - Epoch [81][280/940] lr: 3.111e-01, eta: 3 days, 8:02:05, time: 1.644, data_time: 0.008, memory: 9063, top1_acc: 0.3381, top5_acc: 0.5910, loss_cls: 3.0383, loss: 3.0383, grad_norm: 1.2362 2020-08-05 04:46:33,794 - mmaction - INFO - Epoch [81][300/940] lr: 3.111e-01, eta: 3 days, 8:01:32, time: 1.760, data_time: 0.005, memory: 9063, top1_acc: 0.3432, top5_acc: 0.5959, loss_cls: 3.0032, loss: 3.0032, grad_norm: 1.2427 2020-08-05 04:47:07,368 - mmaction - INFO - Epoch [81][320/940] lr: 3.111e-01, eta: 3 days, 8:00:49, time: 1.678, data_time: 0.002, memory: 9063, top1_acc: 0.3465, top5_acc: 0.5924, loss_cls: 2.9935, loss: 2.9935, grad_norm: 1.2242 2020-08-05 04:47:43,351 - mmaction - INFO - Epoch [81][340/940] lr: 3.111e-01, eta: 3 days, 8:00:21, time: 1.798, data_time: 0.005, memory: 9063, top1_acc: 0.3377, top5_acc: 0.6002, loss_cls: 2.9922, loss: 2.9922, grad_norm: 1.2262 2020-08-05 04:48:15,220 - mmaction - INFO - Epoch [81][360/940] lr: 3.111e-01, eta: 3 days, 7:59:28, time: 1.595, data_time: 0.006, memory: 9063, top1_acc: 0.3471, top5_acc: 0.5953, loss_cls: 2.9918, loss: 2.9918, grad_norm: 1.2256 2020-08-05 04:48:50,044 - mmaction - INFO - Epoch [81][380/940] lr: 3.111e-01, eta: 3 days, 7:58:52, time: 1.740, data_time: 0.005, memory: 9063, top1_acc: 0.3373, top5_acc: 0.5867, loss_cls: 3.0650, loss: 3.0650, grad_norm: 1.2415 2020-08-05 04:49:23,791 - mmaction - INFO - Epoch [81][400/940] lr: 3.111e-01, eta: 3 days, 7:58:10, time: 1.688, data_time: 0.006, memory: 9063, top1_acc: 0.3395, top5_acc: 0.5830, loss_cls: 3.0736, loss: 3.0736, grad_norm: 1.2043 2020-08-05 04:49:57,619 - mmaction - INFO - Epoch [81][420/940] lr: 3.111e-01, eta: 3 days, 7:57:29, time: 1.691, data_time: 0.005, memory: 9063, top1_acc: 0.3371, top5_acc: 0.5932, loss_cls: 3.0131, loss: 3.0131, grad_norm: 1.2131 2020-08-05 04:50:32,410 - mmaction - INFO - Epoch [81][440/940] lr: 3.111e-01, eta: 3 days, 7:56:53, time: 1.740, data_time: 0.004, memory: 9063, top1_acc: 0.3467, top5_acc: 0.5953, loss_cls: 3.0104, loss: 3.0104, grad_norm: 1.2203 2020-08-05 04:51:06,912 - mmaction - INFO - Epoch [81][460/940] lr: 3.111e-01, eta: 3 days, 7:56:16, time: 1.720, data_time: 0.006, memory: 9063, top1_acc: 0.3533, top5_acc: 0.5961, loss_cls: 2.9897, loss: 2.9897, grad_norm: 1.2227 2020-08-05 04:51:42,209 - mmaction - INFO - Epoch [81][480/940] lr: 3.111e-01, eta: 3 days, 7:55:44, time: 1.770, data_time: 0.008, memory: 9063, top1_acc: 0.3369, top5_acc: 0.6027, loss_cls: 2.9716, loss: 2.9716, grad_norm: 1.2409 2020-08-05 04:52:16,592 - mmaction - INFO - Epoch [81][500/940] lr: 3.111e-01, eta: 3 days, 7:55:06, time: 1.717, data_time: 0.004, memory: 9063, top1_acc: 0.3422, top5_acc: 0.5934, loss_cls: 3.0121, loss: 3.0121, grad_norm: 1.2035 2020-08-05 04:52:51,486 - mmaction - INFO - Epoch [81][520/940] lr: 3.111e-01, eta: 3 days, 7:54:31, time: 1.744, data_time: 0.006, memory: 9063, top1_acc: 0.3424, top5_acc: 0.5953, loss_cls: 2.9921, loss: 2.9921, grad_norm: 1.2267 2020-08-05 04:53:25,765 - mmaction - INFO - Epoch [81][540/940] lr: 3.111e-01, eta: 3 days, 7:53:52, time: 1.717, data_time: 0.006, memory: 9063, top1_acc: 0.3504, top5_acc: 0.5977, loss_cls: 2.9971, loss: 2.9971, grad_norm: 1.2374 2020-08-05 04:54:00,755 - mmaction - INFO - Epoch [81][560/940] lr: 3.111e-01, eta: 3 days, 7:53:18, time: 1.745, data_time: 0.006, memory: 9063, top1_acc: 0.3604, top5_acc: 0.6104, loss_cls: 2.9305, loss: 2.9305, grad_norm: 1.2143 2020-08-05 04:54:34,456 - mmaction - INFO - Epoch [81][580/940] lr: 3.111e-01, eta: 3 days, 7:52:36, time: 1.690, data_time: 0.007, memory: 9063, top1_acc: 0.3395, top5_acc: 0.5938, loss_cls: 3.0507, loss: 3.0507, grad_norm: 1.2566 2020-08-05 04:55:09,076 - mmaction - INFO - Epoch [81][600/940] lr: 3.111e-01, eta: 3 days, 7:51:59, time: 1.730, data_time: 0.005, memory: 9063, top1_acc: 0.3346, top5_acc: 0.5863, loss_cls: 3.0504, loss: 3.0504, grad_norm: 1.2225 2020-08-05 04:55:44,726 - mmaction - INFO - Epoch [81][620/940] lr: 3.111e-01, eta: 3 days, 7:51:29, time: 1.782, data_time: 0.002, memory: 9063, top1_acc: 0.3393, top5_acc: 0.5934, loss_cls: 3.0306, loss: 3.0306, grad_norm: 1.2399 2020-08-05 04:56:19,400 - mmaction - INFO - Epoch [81][640/940] lr: 3.111e-01, eta: 3 days, 7:50:53, time: 1.733, data_time: 0.005, memory: 9063, top1_acc: 0.3357, top5_acc: 0.5918, loss_cls: 3.0706, loss: 3.0706, grad_norm: 1.2393 2020-08-05 04:56:53,227 - mmaction - INFO - Epoch [81][660/940] lr: 3.111e-01, eta: 3 days, 7:50:12, time: 1.692, data_time: 0.004, memory: 9063, top1_acc: 0.3484, top5_acc: 0.6074, loss_cls: 2.9632, loss: 2.9632, grad_norm: 1.2039 2020-08-05 04:57:28,065 - mmaction - INFO - Epoch [81][680/940] lr: 3.111e-01, eta: 3 days, 7:49:36, time: 1.742, data_time: 0.006, memory: 9063, top1_acc: 0.3455, top5_acc: 0.5926, loss_cls: 3.0084, loss: 3.0084, grad_norm: 1.2251 2020-08-05 04:58:01,864 - mmaction - INFO - Epoch [81][700/940] lr: 3.111e-01, eta: 3 days, 7:48:55, time: 1.690, data_time: 0.005, memory: 9063, top1_acc: 0.3428, top5_acc: 0.5902, loss_cls: 3.0285, loss: 3.0285, grad_norm: 1.2175 2020-08-05 04:58:36,413 - mmaction - INFO - Epoch [81][720/940] lr: 3.111e-01, eta: 3 days, 7:48:18, time: 1.726, data_time: 0.007, memory: 9063, top1_acc: 0.3326, top5_acc: 0.6014, loss_cls: 2.9879, loss: 2.9879, grad_norm: 1.2176 2020-08-05 04:59:11,362 - mmaction - INFO - Epoch [81][740/940] lr: 3.111e-01, eta: 3 days, 7:47:43, time: 1.748, data_time: 0.006, memory: 9063, top1_acc: 0.3514, top5_acc: 0.6002, loss_cls: 2.9568, loss: 2.9568, grad_norm: 1.2304 2020-08-05 04:59:45,796 - mmaction - INFO - Epoch [81][760/940] lr: 3.111e-01, eta: 3 days, 7:47:06, time: 1.723, data_time: 0.006, memory: 9063, top1_acc: 0.3404, top5_acc: 0.5949, loss_cls: 3.0030, loss: 3.0030, grad_norm: 1.2332 2020-08-05 05:00:22,054 - mmaction - INFO - Epoch [81][780/940] lr: 3.111e-01, eta: 3 days, 7:46:39, time: 1.807, data_time: 0.005, memory: 9063, top1_acc: 0.3330, top5_acc: 0.5895, loss_cls: 3.0051, loss: 3.0051, grad_norm: 1.2381 2020-08-05 05:00:57,790 - mmaction - INFO - Epoch [81][800/940] lr: 3.111e-01, eta: 3 days, 7:46:10, time: 1.792, data_time: 0.018, memory: 9063, top1_acc: 0.3404, top5_acc: 0.5910, loss_cls: 3.0381, loss: 3.0381, grad_norm: 1.2388 2020-08-05 05:01:31,493 - mmaction - INFO - Epoch [81][820/940] lr: 3.111e-01, eta: 3 days, 7:45:28, time: 1.684, data_time: 0.006, memory: 9063, top1_acc: 0.3406, top5_acc: 0.5932, loss_cls: 3.0204, loss: 3.0204, grad_norm: 1.2301 2020-08-05 05:02:05,661 - mmaction - INFO - Epoch [81][840/940] lr: 3.111e-01, eta: 3 days, 7:44:48, time: 1.710, data_time: 0.007, memory: 9063, top1_acc: 0.3445, top5_acc: 0.5996, loss_cls: 2.9923, loss: 2.9923, grad_norm: 1.2433 2020-08-05 05:02:40,241 - mmaction - INFO - Epoch [81][860/940] lr: 3.111e-01, eta: 3 days, 7:44:12, time: 1.728, data_time: 0.002, memory: 9063, top1_acc: 0.3352, top5_acc: 0.5842, loss_cls: 3.0515, loss: 3.0515, grad_norm: 1.2318 2020-08-05 05:03:14,814 - mmaction - INFO - Epoch [81][880/940] lr: 3.111e-01, eta: 3 days, 7:43:35, time: 1.730, data_time: 0.007, memory: 9063, top1_acc: 0.3461, top5_acc: 0.5898, loss_cls: 3.0097, loss: 3.0097, grad_norm: 1.2344 2020-08-05 05:03:50,707 - mmaction - INFO - Epoch [81][900/940] lr: 3.111e-01, eta: 3 days, 7:43:06, time: 1.793, data_time: 0.005, memory: 9063, top1_acc: 0.3281, top5_acc: 0.5834, loss_cls: 3.0506, loss: 3.0506, grad_norm: 1.2736 2020-08-05 05:04:23,971 - mmaction - INFO - Epoch [81][920/940] lr: 3.111e-01, eta: 3 days, 7:42:22, time: 1.664, data_time: 0.005, memory: 9063, top1_acc: 0.3516, top5_acc: 0.5877, loss_cls: 3.0116, loss: 3.0116, grad_norm: 1.2184 2020-08-05 05:04:58,403 - mmaction - INFO - Epoch [81][940/940] lr: 3.111e-01, eta: 3 days, 7:41:44, time: 1.720, data_time: 0.005, memory: 9063, top1_acc: 0.3350, top5_acc: 0.5836, loss_cls: 3.0487, loss: 3.0487, grad_norm: 1.2477 2020-08-05 05:05:40,454 - mmaction - INFO - Epoch [82][20/940] lr: 3.091e-01, eta: 3 days, 7:41:49, time: 2.077, data_time: 0.573, memory: 9063, top1_acc: 0.3408, top5_acc: 0.5953, loss_cls: 3.0154, loss: 3.0154, grad_norm: 1.2172 2020-08-05 05:06:13,138 - mmaction - INFO - Epoch [82][40/940] lr: 3.091e-01, eta: 3 days, 7:41:01, time: 1.638, data_time: 0.007, memory: 9063, top1_acc: 0.3549, top5_acc: 0.6156, loss_cls: 2.9534, loss: 2.9534, grad_norm: 1.2198 2020-08-05 05:06:46,714 - mmaction - INFO - Epoch [82][60/940] lr: 3.091e-01, eta: 3 days, 7:40:18, time: 1.677, data_time: 0.005, memory: 9063, top1_acc: 0.3432, top5_acc: 0.5939, loss_cls: 2.9836, loss: 2.9836, grad_norm: 1.2688 2020-08-05 05:07:20,841 - mmaction - INFO - Epoch [82][80/940] lr: 3.091e-01, eta: 3 days, 7:39:39, time: 1.708, data_time: 0.006, memory: 9063, top1_acc: 0.3447, top5_acc: 0.6053, loss_cls: 2.9707, loss: 2.9707, grad_norm: 1.2321 2020-08-05 05:07:55,464 - mmaction - INFO - Epoch [82][100/940] lr: 3.091e-01, eta: 3 days, 7:39:02, time: 1.728, data_time: 0.005, memory: 9063, top1_acc: 0.3342, top5_acc: 0.5846, loss_cls: 3.0605, loss: 3.0605, grad_norm: 1.2310 2020-08-05 05:08:30,931 - mmaction - INFO - Epoch [82][120/940] lr: 3.091e-01, eta: 3 days, 7:38:31, time: 1.777, data_time: 0.006, memory: 9063, top1_acc: 0.3496, top5_acc: 0.6082, loss_cls: 2.9431, loss: 2.9431, grad_norm: 1.2258 2020-08-05 05:09:05,730 - mmaction - INFO - Epoch [82][140/940] lr: 3.091e-01, eta: 3 days, 7:37:55, time: 1.736, data_time: 0.008, memory: 9063, top1_acc: 0.3527, top5_acc: 0.5959, loss_cls: 2.9999, loss: 2.9999, grad_norm: 1.2429 2020-08-05 05:09:41,212 - mmaction - INFO - Epoch [82][160/940] lr: 3.091e-01, eta: 3 days, 7:37:24, time: 1.775, data_time: 0.007, memory: 9063, top1_acc: 0.3406, top5_acc: 0.5910, loss_cls: 2.9930, loss: 2.9930, grad_norm: 1.2185 2020-08-05 05:10:15,822 - mmaction - INFO - Epoch [82][180/940] lr: 3.091e-01, eta: 3 days, 7:36:48, time: 1.733, data_time: 0.008, memory: 9063, top1_acc: 0.3387, top5_acc: 0.5916, loss_cls: 3.0356, loss: 3.0356, grad_norm: 1.2380 2020-08-05 05:10:49,179 - mmaction - INFO - Epoch [82][200/940] lr: 3.091e-01, eta: 3 days, 7:36:04, time: 1.666, data_time: 0.004, memory: 9063, top1_acc: 0.3508, top5_acc: 0.6027, loss_cls: 2.9613, loss: 2.9613, grad_norm: 1.2177 2020-08-05 05:11:23,762 - mmaction - INFO - Epoch [82][220/940] lr: 3.091e-01, eta: 3 days, 7:35:27, time: 1.731, data_time: 0.003, memory: 9063, top1_acc: 0.3471, top5_acc: 0.5941, loss_cls: 3.0069, loss: 3.0069, grad_norm: 1.2342 2020-08-05 05:11:59,258 - mmaction - INFO - Epoch [82][240/940] lr: 3.091e-01, eta: 3 days, 7:34:56, time: 1.773, data_time: 0.005, memory: 9063, top1_acc: 0.3510, top5_acc: 0.6094, loss_cls: 2.9433, loss: 2.9433, grad_norm: 1.2167 2020-08-05 05:12:33,950 - mmaction - INFO - Epoch [82][260/940] lr: 3.091e-01, eta: 3 days, 7:34:20, time: 1.736, data_time: 0.005, memory: 9063, top1_acc: 0.3332, top5_acc: 0.6006, loss_cls: 2.9879, loss: 2.9879, grad_norm: 1.2569 2020-08-05 05:13:07,706 - mmaction - INFO - Epoch [82][280/940] lr: 3.091e-01, eta: 3 days, 7:33:38, time: 1.687, data_time: 0.007, memory: 9063, top1_acc: 0.3500, top5_acc: 0.5996, loss_cls: 2.9868, loss: 2.9868, grad_norm: 1.2168 2020-08-05 05:13:42,886 - mmaction - INFO - Epoch [82][300/940] lr: 3.091e-01, eta: 3 days, 7:33:05, time: 1.759, data_time: 0.007, memory: 9063, top1_acc: 0.3371, top5_acc: 0.5879, loss_cls: 3.0365, loss: 3.0365, grad_norm: 1.2546 2020-08-05 05:14:17,568 - mmaction - INFO - Epoch [82][320/940] lr: 3.091e-01, eta: 3 days, 7:32:29, time: 1.733, data_time: 0.005, memory: 9063, top1_acc: 0.3375, top5_acc: 0.5930, loss_cls: 3.0273, loss: 3.0273, grad_norm: 1.2326 2020-08-05 05:14:51,827 - mmaction - INFO - Epoch [82][340/940] lr: 3.091e-01, eta: 3 days, 7:31:51, time: 1.713, data_time: 0.007, memory: 9063, top1_acc: 0.3453, top5_acc: 0.6057, loss_cls: 2.9642, loss: 2.9642, grad_norm: 1.2288 2020-08-05 05:15:26,240 - mmaction - INFO - Epoch [82][360/940] lr: 3.091e-01, eta: 3 days, 7:31:13, time: 1.719, data_time: 0.005, memory: 9063, top1_acc: 0.3500, top5_acc: 0.6012, loss_cls: 2.9710, loss: 2.9710, grad_norm: 1.2422 2020-08-05 05:16:00,441 - mmaction - INFO - Epoch [82][380/940] lr: 3.091e-01, eta: 3 days, 7:30:34, time: 1.712, data_time: 0.007, memory: 9063, top1_acc: 0.3508, top5_acc: 0.5951, loss_cls: 3.0012, loss: 3.0012, grad_norm: 1.2405 2020-08-05 05:16:34,932 - mmaction - INFO - Epoch [82][400/940] lr: 3.091e-01, eta: 3 days, 7:29:57, time: 1.723, data_time: 0.006, memory: 9063, top1_acc: 0.3338, top5_acc: 0.5746, loss_cls: 3.0806, loss: 3.0806, grad_norm: 1.2502 2020-08-05 05:17:09,706 - mmaction - INFO - Epoch [82][420/940] lr: 3.091e-01, eta: 3 days, 7:29:21, time: 1.741, data_time: 0.006, memory: 9063, top1_acc: 0.3459, top5_acc: 0.5934, loss_cls: 2.9914, loss: 2.9914, grad_norm: 1.2259 2020-08-05 05:17:43,505 - mmaction - INFO - Epoch [82][440/940] lr: 3.091e-01, eta: 3 days, 7:28:40, time: 1.689, data_time: 0.004, memory: 9063, top1_acc: 0.3490, top5_acc: 0.5975, loss_cls: 2.9893, loss: 2.9893, grad_norm: 1.2381 2020-08-05 05:18:18,117 - mmaction - INFO - Epoch [82][460/940] lr: 3.091e-01, eta: 3 days, 7:28:04, time: 1.732, data_time: 0.005, memory: 9063, top1_acc: 0.3443, top5_acc: 0.5979, loss_cls: 3.0024, loss: 3.0024, grad_norm: 1.2396 2020-08-05 05:18:50,933 - mmaction - INFO - Epoch [82][480/940] lr: 3.091e-01, eta: 3 days, 7:27:16, time: 1.637, data_time: 0.005, memory: 9063, top1_acc: 0.3393, top5_acc: 0.5896, loss_cls: 3.0381, loss: 3.0381, grad_norm: 1.2154 2020-08-05 05:19:25,773 - mmaction - INFO - Epoch [82][500/940] lr: 3.091e-01, eta: 3 days, 7:26:42, time: 1.747, data_time: 0.006, memory: 9063, top1_acc: 0.3387, top5_acc: 0.5920, loss_cls: 3.0331, loss: 3.0331, grad_norm: 1.2500 2020-08-05 05:20:01,023 - mmaction - INFO - Epoch [82][520/940] lr: 3.091e-01, eta: 3 days, 7:26:09, time: 1.760, data_time: 0.004, memory: 9063, top1_acc: 0.3363, top5_acc: 0.5936, loss_cls: 3.0275, loss: 3.0275, grad_norm: 1.2214 2020-08-05 05:20:35,243 - mmaction - INFO - Epoch [82][540/940] lr: 3.091e-01, eta: 3 days, 7:25:30, time: 1.709, data_time: 0.005, memory: 9063, top1_acc: 0.3322, top5_acc: 0.5879, loss_cls: 3.0619, loss: 3.0619, grad_norm: 1.2385 2020-08-05 05:21:08,661 - mmaction - INFO - Epoch [82][560/940] lr: 3.091e-01, eta: 3 days, 7:24:47, time: 1.674, data_time: 0.009, memory: 9063, top1_acc: 0.3383, top5_acc: 0.5904, loss_cls: 3.0337, loss: 3.0337, grad_norm: 1.2220 2020-08-05 05:21:42,883 - mmaction - INFO - Epoch [82][580/940] lr: 3.091e-01, eta: 3 days, 7:24:08, time: 1.712, data_time: 0.002, memory: 9063, top1_acc: 0.3506, top5_acc: 0.6045, loss_cls: 2.9753, loss: 2.9753, grad_norm: 1.2321 2020-08-05 05:22:19,256 - mmaction - INFO - Epoch [82][600/940] lr: 3.091e-01, eta: 3 days, 7:23:41, time: 1.816, data_time: 0.005, memory: 9063, top1_acc: 0.3393, top5_acc: 0.5939, loss_cls: 3.0132, loss: 3.0132, grad_norm: 1.2426 2020-08-05 05:22:54,322 - mmaction - INFO - Epoch [82][620/940] lr: 3.091e-01, eta: 3 days, 7:23:08, time: 1.756, data_time: 0.006, memory: 9063, top1_acc: 0.3346, top5_acc: 0.5943, loss_cls: 3.0457, loss: 3.0457, grad_norm: 1.2647 2020-08-05 05:23:27,936 - mmaction - INFO - Epoch [82][640/940] lr: 3.091e-01, eta: 3 days, 7:22:25, time: 1.677, data_time: 0.005, memory: 9063, top1_acc: 0.3447, top5_acc: 0.5938, loss_cls: 3.0066, loss: 3.0066, grad_norm: 1.2213 2020-08-05 05:24:03,627 - mmaction - INFO - Epoch [82][660/940] lr: 3.091e-01, eta: 3 days, 7:21:56, time: 1.788, data_time: 0.007, memory: 9063, top1_acc: 0.3514, top5_acc: 0.5855, loss_cls: 3.0226, loss: 3.0226, grad_norm: 1.2213 2020-08-05 05:24:38,377 - mmaction - INFO - Epoch [82][680/940] lr: 3.091e-01, eta: 3 days, 7:21:20, time: 1.737, data_time: 0.005, memory: 9063, top1_acc: 0.3377, top5_acc: 0.5955, loss_cls: 3.0193, loss: 3.0193, grad_norm: 1.2237 2020-08-05 05:25:12,956 - mmaction - INFO - Epoch [82][700/940] lr: 3.091e-01, eta: 3 days, 7:20:43, time: 1.728, data_time: 0.005, memory: 9063, top1_acc: 0.3395, top5_acc: 0.5982, loss_cls: 3.0135, loss: 3.0135, grad_norm: 1.2090 2020-08-05 05:25:47,502 - mmaction - INFO - Epoch [82][720/940] lr: 3.091e-01, eta: 3 days, 7:20:06, time: 1.725, data_time: 0.005, memory: 9063, top1_acc: 0.3461, top5_acc: 0.6049, loss_cls: 2.9749, loss: 2.9749, grad_norm: 1.2422 2020-08-05 05:26:21,272 - mmaction - INFO - Epoch [82][740/940] lr: 3.091e-01, eta: 3 days, 7:19:25, time: 1.687, data_time: 0.009, memory: 9063, top1_acc: 0.3451, top5_acc: 0.5953, loss_cls: 3.0220, loss: 3.0220, grad_norm: 1.2609 2020-08-05 05:26:55,904 - mmaction - INFO - Epoch [82][760/940] lr: 3.091e-01, eta: 3 days, 7:18:49, time: 1.737, data_time: 0.008, memory: 9063, top1_acc: 0.3322, top5_acc: 0.5773, loss_cls: 3.0754, loss: 3.0754, grad_norm: 1.2495 2020-08-05 05:27:30,055 - mmaction - INFO - Epoch [82][780/940] lr: 3.091e-01, eta: 3 days, 7:18:10, time: 1.706, data_time: 0.005, memory: 9063, top1_acc: 0.3389, top5_acc: 0.5824, loss_cls: 3.0670, loss: 3.0670, grad_norm: 1.2024 2020-08-05 05:28:05,517 - mmaction - INFO - Epoch [82][800/940] lr: 3.091e-01, eta: 3 days, 7:17:38, time: 1.774, data_time: 0.005, memory: 9063, top1_acc: 0.3492, top5_acc: 0.6021, loss_cls: 2.9378, loss: 2.9378, grad_norm: 1.2179 2020-08-05 05:28:40,563 - mmaction - INFO - Epoch [82][820/940] lr: 3.091e-01, eta: 3 days, 7:17:04, time: 1.748, data_time: 0.005, memory: 9063, top1_acc: 0.3406, top5_acc: 0.5930, loss_cls: 3.0241, loss: 3.0241, grad_norm: 1.2378 2020-08-05 05:29:13,887 - mmaction - INFO - Epoch [82][840/940] lr: 3.091e-01, eta: 3 days, 7:16:20, time: 1.669, data_time: 0.008, memory: 9063, top1_acc: 0.3297, top5_acc: 0.5795, loss_cls: 3.0787, loss: 3.0787, grad_norm: 1.2284 2020-08-05 05:29:49,414 - mmaction - INFO - Epoch [82][860/940] lr: 3.091e-01, eta: 3 days, 7:15:49, time: 1.779, data_time: 0.007, memory: 9063, top1_acc: 0.3455, top5_acc: 0.5938, loss_cls: 2.9956, loss: 2.9956, grad_norm: 1.2176 2020-08-05 05:30:25,146 - mmaction - INFO - Epoch [82][880/940] lr: 3.091e-01, eta: 3 days, 7:15:19, time: 1.784, data_time: 0.008, memory: 9063, top1_acc: 0.3410, top5_acc: 0.5986, loss_cls: 2.9916, loss: 2.9916, grad_norm: 1.2384 2020-08-05 05:30:59,586 - mmaction - INFO - Epoch [82][900/940] lr: 3.091e-01, eta: 3 days, 7:14:42, time: 1.723, data_time: 0.007, memory: 9063, top1_acc: 0.3508, top5_acc: 0.5998, loss_cls: 2.9785, loss: 2.9785, grad_norm: 1.2266 2020-08-05 05:31:34,091 - mmaction - INFO - Epoch [82][920/940] lr: 3.091e-01, eta: 3 days, 7:14:05, time: 1.727, data_time: 0.007, memory: 9063, top1_acc: 0.3406, top5_acc: 0.5828, loss_cls: 3.0614, loss: 3.0614, grad_norm: 1.2324 2020-08-05 05:32:06,603 - mmaction - INFO - Epoch [82][940/940] lr: 3.091e-01, eta: 3 days, 7:13:17, time: 1.626, data_time: 0.004, memory: 9063, top1_acc: 0.3492, top5_acc: 0.5950, loss_cls: 3.0023, loss: 3.0023, grad_norm: 1.2301 2020-08-05 05:32:47,876 - mmaction - INFO - Epoch [83][20/940] lr: 3.070e-01, eta: 3 days, 7:13:16, time: 2.043, data_time: 0.447, memory: 9063, top1_acc: 0.3336, top5_acc: 0.5957, loss_cls: 3.0102, loss: 3.0102, grad_norm: 1.2568 2020-08-05 05:33:21,104 - mmaction - INFO - Epoch [83][40/940] lr: 3.070e-01, eta: 3 days, 7:12:32, time: 1.663, data_time: 0.007, memory: 9063, top1_acc: 0.3453, top5_acc: 0.5979, loss_cls: 2.9762, loss: 2.9762, grad_norm: 1.2228 2020-08-05 05:33:54,831 - mmaction - INFO - Epoch [83][60/940] lr: 3.070e-01, eta: 3 days, 7:11:50, time: 1.685, data_time: 0.005, memory: 9063, top1_acc: 0.3529, top5_acc: 0.5984, loss_cls: 2.9732, loss: 2.9732, grad_norm: 1.2198 2020-08-05 05:34:28,520 - mmaction - INFO - Epoch [83][80/940] lr: 3.070e-01, eta: 3 days, 7:11:09, time: 1.686, data_time: 0.006, memory: 9063, top1_acc: 0.3578, top5_acc: 0.6062, loss_cls: 2.9403, loss: 2.9403, grad_norm: 1.2371 2020-08-05 05:35:03,375 - mmaction - INFO - Epoch [83][100/940] lr: 3.070e-01, eta: 3 days, 7:10:34, time: 1.743, data_time: 0.005, memory: 9063, top1_acc: 0.3490, top5_acc: 0.6059, loss_cls: 2.9531, loss: 2.9531, grad_norm: 1.2379 2020-08-05 05:35:37,597 - mmaction - INFO - Epoch [83][120/940] lr: 3.070e-01, eta: 3 days, 7:09:55, time: 1.711, data_time: 0.002, memory: 9063, top1_acc: 0.3518, top5_acc: 0.6111, loss_cls: 2.9391, loss: 2.9391, grad_norm: 1.2220 2020-08-05 05:36:11,777 - mmaction - INFO - Epoch [83][140/940] lr: 3.070e-01, eta: 3 days, 7:09:16, time: 1.707, data_time: 0.005, memory: 9063, top1_acc: 0.3385, top5_acc: 0.5955, loss_cls: 3.0108, loss: 3.0108, grad_norm: 1.2350 2020-08-05 05:36:45,816 - mmaction - INFO - Epoch [83][160/940] lr: 3.070e-01, eta: 3 days, 7:08:36, time: 1.699, data_time: 0.006, memory: 9063, top1_acc: 0.3453, top5_acc: 0.5947, loss_cls: 3.0088, loss: 3.0088, grad_norm: 1.2763 2020-08-05 05:37:20,131 - mmaction - INFO - Epoch [83][180/940] lr: 3.070e-01, eta: 3 days, 7:07:59, time: 1.720, data_time: 0.007, memory: 9063, top1_acc: 0.3480, top5_acc: 0.5938, loss_cls: 2.9884, loss: 2.9884, grad_norm: 1.2142 2020-08-05 05:37:55,413 - mmaction - INFO - Epoch [83][200/940] lr: 3.070e-01, eta: 3 days, 7:07:26, time: 1.763, data_time: 0.005, memory: 9063, top1_acc: 0.3439, top5_acc: 0.6109, loss_cls: 2.9707, loss: 2.9707, grad_norm: 1.2322 2020-08-05 05:38:30,706 - mmaction - INFO - Epoch [83][220/940] lr: 3.070e-01, eta: 3 days, 7:06:54, time: 1.766, data_time: 0.005, memory: 9063, top1_acc: 0.3334, top5_acc: 0.5926, loss_cls: 3.0270, loss: 3.0270, grad_norm: 1.2249 2020-08-05 05:39:05,480 - mmaction - INFO - Epoch [83][240/940] lr: 3.070e-01, eta: 3 days, 7:06:18, time: 1.734, data_time: 0.007, memory: 9063, top1_acc: 0.3424, top5_acc: 0.6023, loss_cls: 2.9815, loss: 2.9815, grad_norm: 1.2383 2020-08-05 05:39:38,674 - mmaction - INFO - Epoch [83][260/940] lr: 3.070e-01, eta: 3 days, 7:05:34, time: 1.664, data_time: 0.007, memory: 9063, top1_acc: 0.3453, top5_acc: 0.6014, loss_cls: 2.9675, loss: 2.9675, grad_norm: 1.2563 2020-08-05 05:40:14,170 - mmaction - INFO - Epoch [83][280/940] lr: 3.070e-01, eta: 3 days, 7:05:02, time: 1.772, data_time: 0.005, memory: 9063, top1_acc: 0.3338, top5_acc: 0.5828, loss_cls: 3.0719, loss: 3.0719, grad_norm: 1.2386 2020-08-05 05:40:49,333 - mmaction - INFO - Epoch [83][300/940] lr: 3.070e-01, eta: 3 days, 7:04:29, time: 1.761, data_time: 0.007, memory: 9063, top1_acc: 0.3328, top5_acc: 0.5875, loss_cls: 3.0426, loss: 3.0426, grad_norm: 1.2442 2020-08-05 05:41:24,630 - mmaction - INFO - Epoch [83][320/940] lr: 3.070e-01, eta: 3 days, 7:03:57, time: 1.764, data_time: 0.005, memory: 9063, top1_acc: 0.3395, top5_acc: 0.5932, loss_cls: 3.0186, loss: 3.0186, grad_norm: 1.2033 2020-08-05 05:41:58,389 - mmaction - INFO - Epoch [83][340/940] lr: 3.070e-01, eta: 3 days, 7:03:15, time: 1.689, data_time: 0.005, memory: 9063, top1_acc: 0.3469, top5_acc: 0.6068, loss_cls: 2.9397, loss: 2.9397, grad_norm: 1.2030 2020-08-05 05:42:32,288 - mmaction - INFO - Epoch [83][360/940] lr: 3.070e-01, eta: 3 days, 7:02:35, time: 1.695, data_time: 0.005, memory: 9063, top1_acc: 0.3426, top5_acc: 0.5898, loss_cls: 2.9995, loss: 2.9995, grad_norm: 1.2362 2020-08-05 05:43:07,036 - mmaction - INFO - Epoch [83][380/940] lr: 3.070e-01, eta: 3 days, 7:01:59, time: 1.738, data_time: 0.002, memory: 9063, top1_acc: 0.3441, top5_acc: 0.5896, loss_cls: 3.0488, loss: 3.0488, grad_norm: 1.2420 2020-08-05 05:43:42,502 - mmaction - INFO - Epoch [83][400/940] lr: 3.070e-01, eta: 3 days, 7:01:28, time: 1.772, data_time: 0.005, memory: 9063, top1_acc: 0.3463, top5_acc: 0.5980, loss_cls: 3.0089, loss: 3.0089, grad_norm: 1.2346 2020-08-05 05:44:17,821 - mmaction - INFO - Epoch [83][420/940] lr: 3.070e-01, eta: 3 days, 7:00:56, time: 1.767, data_time: 0.005, memory: 9063, top1_acc: 0.3492, top5_acc: 0.5996, loss_cls: 2.9610, loss: 2.9610, grad_norm: 1.2199 2020-08-05 05:44:52,444 - mmaction - INFO - Epoch [83][440/940] lr: 3.070e-01, eta: 3 days, 7:00:19, time: 1.730, data_time: 0.006, memory: 9063, top1_acc: 0.3506, top5_acc: 0.6020, loss_cls: 2.9867, loss: 2.9867, grad_norm: 1.2480 2020-08-05 05:45:26,156 - mmaction - INFO - Epoch [83][460/940] lr: 3.070e-01, eta: 3 days, 6:59:38, time: 1.687, data_time: 0.005, memory: 9063, top1_acc: 0.3404, top5_acc: 0.5922, loss_cls: 3.0169, loss: 3.0169, grad_norm: 1.2470 2020-08-05 05:46:02,220 - mmaction - INFO - Epoch [83][480/940] lr: 3.070e-01, eta: 3 days, 6:59:09, time: 1.800, data_time: 0.008, memory: 9063, top1_acc: 0.3480, top5_acc: 0.6068, loss_cls: 2.9567, loss: 2.9567, grad_norm: 1.2203 2020-08-05 05:46:36,791 - mmaction - INFO - Epoch [83][500/940] lr: 3.070e-01, eta: 3 days, 6:58:33, time: 1.732, data_time: 0.007, memory: 9063, top1_acc: 0.3486, top5_acc: 0.6010, loss_cls: 2.9620, loss: 2.9620, grad_norm: 1.2414 2020-08-05 05:47:11,196 - mmaction - INFO - Epoch [83][520/940] lr: 3.070e-01, eta: 3 days, 6:57:55, time: 1.717, data_time: 0.007, memory: 9063, top1_acc: 0.3402, top5_acc: 0.5850, loss_cls: 3.0329, loss: 3.0329, grad_norm: 1.2440 2020-08-05 05:47:45,617 - mmaction - INFO - Epoch [83][540/940] lr: 3.070e-01, eta: 3 days, 6:57:18, time: 1.724, data_time: 0.006, memory: 9063, top1_acc: 0.3367, top5_acc: 0.5879, loss_cls: 3.0346, loss: 3.0346, grad_norm: 1.2356 2020-08-05 05:48:19,759 - mmaction - INFO - Epoch [83][560/940] lr: 3.070e-01, eta: 3 days, 6:56:39, time: 1.706, data_time: 0.007, memory: 9063, top1_acc: 0.3297, top5_acc: 0.5803, loss_cls: 3.0943, loss: 3.0943, grad_norm: 1.2553 2020-08-05 05:48:55,786 - mmaction - INFO - Epoch [83][580/940] lr: 3.070e-01, eta: 3 days, 6:56:10, time: 1.799, data_time: 0.005, memory: 9063, top1_acc: 0.3512, top5_acc: 0.6014, loss_cls: 2.9872, loss: 2.9872, grad_norm: 1.2128 2020-08-05 05:49:31,356 - mmaction - INFO - Epoch [83][600/940] lr: 3.070e-01, eta: 3 days, 6:55:40, time: 1.783, data_time: 0.006, memory: 9063, top1_acc: 0.3332, top5_acc: 0.5900, loss_cls: 3.0186, loss: 3.0186, grad_norm: 1.2468 2020-08-05 05:50:05,446 - mmaction - INFO - Epoch [83][620/940] lr: 3.070e-01, eta: 3 days, 6:55:01, time: 1.703, data_time: 0.004, memory: 9063, top1_acc: 0.3523, top5_acc: 0.6064, loss_cls: 2.9458, loss: 2.9458, grad_norm: 1.2299 2020-08-05 05:50:41,086 - mmaction - INFO - Epoch [83][640/940] lr: 3.070e-01, eta: 3 days, 6:54:30, time: 1.782, data_time: 0.003, memory: 9063, top1_acc: 0.3494, top5_acc: 0.5965, loss_cls: 3.0056, loss: 3.0056, grad_norm: 1.2476 2020-08-05 05:51:16,144 - mmaction - INFO - Epoch [83][660/940] lr: 3.070e-01, eta: 3 days, 6:53:56, time: 1.752, data_time: 0.005, memory: 9063, top1_acc: 0.3268, top5_acc: 0.5809, loss_cls: 3.0895, loss: 3.0895, grad_norm: 1.2400 2020-08-05 05:51:50,079 - mmaction - INFO - Epoch [83][680/940] lr: 3.070e-01, eta: 3 days, 6:53:16, time: 1.698, data_time: 0.007, memory: 9063, top1_acc: 0.3375, top5_acc: 0.5883, loss_cls: 3.0327, loss: 3.0327, grad_norm: 1.2009 2020-08-05 05:52:24,521 - mmaction - INFO - Epoch [83][700/940] lr: 3.070e-01, eta: 3 days, 6:52:39, time: 1.721, data_time: 0.005, memory: 9063, top1_acc: 0.3584, top5_acc: 0.6062, loss_cls: 2.9494, loss: 2.9494, grad_norm: 1.2411 2020-08-05 05:52:58,499 - mmaction - INFO - Epoch [83][720/940] lr: 3.070e-01, eta: 3 days, 6:51:59, time: 1.700, data_time: 0.005, memory: 9063, top1_acc: 0.3418, top5_acc: 0.5930, loss_cls: 3.0070, loss: 3.0070, grad_norm: 1.2423 2020-08-05 05:53:32,746 - mmaction - INFO - Epoch [83][740/940] lr: 3.070e-01, eta: 3 days, 6:51:20, time: 1.711, data_time: 0.006, memory: 9063, top1_acc: 0.3365, top5_acc: 0.5842, loss_cls: 3.0435, loss: 3.0435, grad_norm: 1.2237 2020-08-05 05:54:08,652 - mmaction - INFO - Epoch [83][760/940] lr: 3.070e-01, eta: 3 days, 6:50:51, time: 1.797, data_time: 0.006, memory: 9063, top1_acc: 0.3486, top5_acc: 0.6027, loss_cls: 2.9915, loss: 2.9915, grad_norm: 1.2663 2020-08-05 05:54:43,610 - mmaction - INFO - Epoch [83][780/940] lr: 3.070e-01, eta: 3 days, 6:50:17, time: 1.747, data_time: 0.005, memory: 9063, top1_acc: 0.3434, top5_acc: 0.5904, loss_cls: 3.0169, loss: 3.0169, grad_norm: 1.2543 2020-08-05 05:55:17,738 - mmaction - INFO - Epoch [83][800/940] lr: 3.070e-01, eta: 3 days, 6:49:38, time: 1.707, data_time: 0.005, memory: 9063, top1_acc: 0.3449, top5_acc: 0.5934, loss_cls: 2.9796, loss: 2.9796, grad_norm: 1.2328 2020-08-05 05:55:51,839 - mmaction - INFO - Epoch [83][820/940] lr: 3.070e-01, eta: 3 days, 6:48:59, time: 1.705, data_time: 0.004, memory: 9063, top1_acc: 0.3518, top5_acc: 0.5979, loss_cls: 2.9672, loss: 2.9672, grad_norm: 1.2337 2020-08-05 05:56:27,437 - mmaction - INFO - Epoch [83][840/940] lr: 3.070e-01, eta: 3 days, 6:48:28, time: 1.777, data_time: 0.005, memory: 9063, top1_acc: 0.3297, top5_acc: 0.5906, loss_cls: 3.0272, loss: 3.0272, grad_norm: 1.2456 2020-08-05 05:56:59,788 - mmaction - INFO - Epoch [83][860/940] lr: 3.070e-01, eta: 3 days, 6:47:39, time: 1.620, data_time: 0.006, memory: 9063, top1_acc: 0.3582, top5_acc: 0.5988, loss_cls: 2.9599, loss: 2.9599, grad_norm: 1.2219 2020-08-05 05:57:33,273 - mmaction - INFO - Epoch [83][880/940] lr: 3.070e-01, eta: 3 days, 6:46:56, time: 1.673, data_time: 0.007, memory: 9063, top1_acc: 0.3350, top5_acc: 0.5873, loss_cls: 3.0355, loss: 3.0355, grad_norm: 1.2433 2020-08-05 05:58:09,123 - mmaction - INFO - Epoch [83][900/940] lr: 3.070e-01, eta: 3 days, 6:46:27, time: 1.794, data_time: 0.005, memory: 9063, top1_acc: 0.3330, top5_acc: 0.5859, loss_cls: 3.0281, loss: 3.0281, grad_norm: 1.2257 2020-08-05 05:58:43,230 - mmaction - INFO - Epoch [83][920/940] lr: 3.070e-01, eta: 3 days, 6:45:48, time: 1.704, data_time: 0.005, memory: 9063, top1_acc: 0.3441, top5_acc: 0.5959, loss_cls: 2.9899, loss: 2.9899, grad_norm: 1.2333 2020-08-05 05:59:17,130 - mmaction - INFO - Epoch [83][940/940] lr: 3.070e-01, eta: 3 days, 6:45:07, time: 1.694, data_time: 0.005, memory: 9063, top1_acc: 0.3297, top5_acc: 0.5873, loss_cls: 3.0296, loss: 3.0296, grad_norm: 1.2554 2020-08-05 05:59:59,208 - mmaction - INFO - Epoch [84][20/940] lr: 3.049e-01, eta: 3 days, 6:45:11, time: 2.087, data_time: 0.451, memory: 9063, top1_acc: 0.3275, top5_acc: 0.5818, loss_cls: 3.0657, loss: 3.0657, grad_norm: 1.2584 2020-08-05 06:00:35,181 - mmaction - INFO - Epoch [84][40/940] lr: 3.049e-01, eta: 3 days, 6:44:41, time: 1.789, data_time: 0.005, memory: 9063, top1_acc: 0.3561, top5_acc: 0.6049, loss_cls: 2.9378, loss: 2.9378, grad_norm: 1.2250 2020-08-05 06:01:08,428 - mmaction - INFO - Epoch [84][60/940] lr: 3.049e-01, eta: 3 days, 6:43:58, time: 1.672, data_time: 0.021, memory: 9063, top1_acc: 0.3490, top5_acc: 0.5939, loss_cls: 2.9859, loss: 2.9859, grad_norm: 1.2336 2020-08-05 06:01:42,681 - mmaction - INFO - Epoch [84][80/940] lr: 3.049e-01, eta: 3 days, 6:43:20, time: 1.712, data_time: 0.007, memory: 9063, top1_acc: 0.3477, top5_acc: 0.5994, loss_cls: 2.9504, loss: 2.9504, grad_norm: 1.2359 2020-08-05 06:02:15,515 - mmaction - INFO - Epoch [84][100/940] lr: 3.049e-01, eta: 3 days, 6:42:33, time: 1.639, data_time: 0.006, memory: 9063, top1_acc: 0.3385, top5_acc: 0.5924, loss_cls: 3.0111, loss: 3.0111, grad_norm: 1.2184 2020-08-05 06:02:48,984 - mmaction - INFO - Epoch [84][120/940] lr: 3.049e-01, eta: 3 days, 6:41:51, time: 1.677, data_time: 0.007, memory: 9063, top1_acc: 0.3516, top5_acc: 0.5988, loss_cls: 3.0067, loss: 3.0067, grad_norm: 1.2443 2020-08-05 06:03:24,041 - mmaction - INFO - Epoch [84][140/940] lr: 3.049e-01, eta: 3 days, 6:41:17, time: 1.752, data_time: 0.007, memory: 9063, top1_acc: 0.3527, top5_acc: 0.6111, loss_cls: 2.9379, loss: 2.9379, grad_norm: 1.2260 2020-08-05 06:03:58,070 - mmaction - INFO - Epoch [84][160/940] lr: 3.049e-01, eta: 3 days, 6:40:37, time: 1.700, data_time: 0.005, memory: 9063, top1_acc: 0.3465, top5_acc: 0.6025, loss_cls: 2.9865, loss: 2.9865, grad_norm: 1.2528 2020-08-05 06:04:31,609 - mmaction - INFO - Epoch [84][180/940] lr: 3.049e-01, eta: 3 days, 6:39:55, time: 1.679, data_time: 0.006, memory: 9063, top1_acc: 0.3459, top5_acc: 0.6014, loss_cls: 2.9818, loss: 2.9818, grad_norm: 1.2473 2020-08-05 06:05:04,355 - mmaction - INFO - Epoch [84][200/940] lr: 3.049e-01, eta: 3 days, 6:39:09, time: 1.637, data_time: 0.005, memory: 9063, top1_acc: 0.3445, top5_acc: 0.6035, loss_cls: 2.9931, loss: 2.9931, grad_norm: 1.2267 2020-08-05 06:05:40,554 - mmaction - INFO - Epoch [84][220/940] lr: 3.049e-01, eta: 3 days, 6:38:41, time: 1.810, data_time: 0.002, memory: 9063, top1_acc: 0.3418, top5_acc: 0.5893, loss_cls: 3.0056, loss: 3.0056, grad_norm: 1.2335 2020-08-05 06:06:15,910 - mmaction - INFO - Epoch [84][240/940] lr: 3.049e-01, eta: 3 days, 6:38:09, time: 1.766, data_time: 0.005, memory: 9063, top1_acc: 0.3381, top5_acc: 0.6035, loss_cls: 2.9777, loss: 2.9777, grad_norm: 1.2428 2020-08-05 06:06:49,712 - mmaction - INFO - Epoch [84][260/940] lr: 3.049e-01, eta: 3 days, 6:37:28, time: 1.692, data_time: 0.006, memory: 9063, top1_acc: 0.3344, top5_acc: 0.5957, loss_cls: 3.0150, loss: 3.0150, grad_norm: 1.2602 2020-08-05 06:07:25,379 - mmaction - INFO - Epoch [84][280/940] lr: 3.049e-01, eta: 3 days, 6:36:58, time: 1.782, data_time: 0.005, memory: 9063, top1_acc: 0.3426, top5_acc: 0.5973, loss_cls: 3.0462, loss: 3.0462, grad_norm: 1.2308 2020-08-05 06:07:59,338 - mmaction - INFO - Epoch [84][300/940] lr: 3.049e-01, eta: 3 days, 6:36:18, time: 1.699, data_time: 0.005, memory: 9063, top1_acc: 0.3430, top5_acc: 0.6039, loss_cls: 2.9576, loss: 2.9576, grad_norm: 1.2085 2020-08-05 06:08:34,472 - mmaction - INFO - Epoch [84][320/940] lr: 3.049e-01, eta: 3 days, 6:35:44, time: 1.754, data_time: 0.009, memory: 9063, top1_acc: 0.3449, top5_acc: 0.6143, loss_cls: 2.9296, loss: 2.9296, grad_norm: 1.2083 2020-08-05 06:09:09,860 - mmaction - INFO - Epoch [84][340/940] lr: 3.049e-01, eta: 3 days, 6:35:12, time: 1.770, data_time: 0.006, memory: 9063, top1_acc: 0.3420, top5_acc: 0.5971, loss_cls: 3.0122, loss: 3.0122, grad_norm: 1.2586 2020-08-05 06:09:42,711 - mmaction - INFO - Epoch [84][360/940] lr: 3.049e-01, eta: 3 days, 6:34:27, time: 1.644, data_time: 0.006, memory: 9063, top1_acc: 0.3424, top5_acc: 0.5867, loss_cls: 3.0246, loss: 3.0246, grad_norm: 1.2413 2020-08-05 06:10:18,935 - mmaction - INFO - Epoch [84][380/940] lr: 3.049e-01, eta: 3 days, 6:33:59, time: 1.809, data_time: 0.005, memory: 9063, top1_acc: 0.3486, top5_acc: 0.6018, loss_cls: 2.9784, loss: 2.9784, grad_norm: 1.2585 2020-08-05 06:10:52,242 - mmaction - INFO - Epoch [84][400/940] lr: 3.049e-01, eta: 3 days, 6:33:16, time: 1.666, data_time: 0.007, memory: 9063, top1_acc: 0.3525, top5_acc: 0.5951, loss_cls: 2.9920, loss: 2.9920, grad_norm: 1.2463 2020-08-05 06:11:26,902 - mmaction - INFO - Epoch [84][420/940] lr: 3.049e-01, eta: 3 days, 6:32:40, time: 1.734, data_time: 0.006, memory: 9063, top1_acc: 0.3398, top5_acc: 0.5994, loss_cls: 3.0214, loss: 3.0214, grad_norm: 1.2422 2020-08-05 06:12:02,274 - mmaction - INFO - Epoch [84][440/940] lr: 3.049e-01, eta: 3 days, 6:32:08, time: 1.769, data_time: 0.006, memory: 9063, top1_acc: 0.3609, top5_acc: 0.6195, loss_cls: 2.9134, loss: 2.9134, grad_norm: 1.2420 2020-08-05 06:12:36,653 - mmaction - INFO - Epoch [84][460/940] lr: 3.049e-01, eta: 3 days, 6:31:30, time: 1.717, data_time: 0.004, memory: 9063, top1_acc: 0.3525, top5_acc: 0.6016, loss_cls: 2.9605, loss: 2.9605, grad_norm: 1.2538 2020-08-05 06:13:10,927 - mmaction - INFO - Epoch [84][480/940] lr: 3.049e-01, eta: 3 days, 6:30:52, time: 1.716, data_time: 0.006, memory: 9063, top1_acc: 0.3363, top5_acc: 0.5938, loss_cls: 2.9950, loss: 2.9950, grad_norm: 1.2327 2020-08-05 06:13:44,487 - mmaction - INFO - Epoch [84][500/940] lr: 3.049e-01, eta: 3 days, 6:30:10, time: 1.677, data_time: 0.005, memory: 9063, top1_acc: 0.3479, top5_acc: 0.6002, loss_cls: 2.9858, loss: 2.9858, grad_norm: 1.2321 2020-08-05 06:14:17,843 - mmaction - INFO - Epoch [84][520/940] lr: 3.049e-01, eta: 3 days, 6:29:27, time: 1.669, data_time: 0.006, memory: 9063, top1_acc: 0.3510, top5_acc: 0.5936, loss_cls: 2.9976, loss: 2.9976, grad_norm: 1.2268 2020-08-05 06:14:51,085 - mmaction - INFO - Epoch [84][540/940] lr: 3.049e-01, eta: 3 days, 6:28:43, time: 1.661, data_time: 0.005, memory: 9063, top1_acc: 0.3402, top5_acc: 0.5916, loss_cls: 3.0199, loss: 3.0199, grad_norm: 1.2231 2020-08-05 06:15:26,503 - mmaction - INFO - Epoch [84][560/940] lr: 3.049e-01, eta: 3 days, 6:28:11, time: 1.770, data_time: 0.005, memory: 9063, top1_acc: 0.3523, top5_acc: 0.6031, loss_cls: 2.9553, loss: 2.9553, grad_norm: 1.2363 2020-08-05 06:15:59,799 - mmaction - INFO - Epoch [84][580/940] lr: 3.049e-01, eta: 3 days, 6:27:28, time: 1.667, data_time: 0.007, memory: 9063, top1_acc: 0.3391, top5_acc: 0.5930, loss_cls: 3.0306, loss: 3.0306, grad_norm: 1.2435 2020-08-05 06:16:34,100 - mmaction - INFO - Epoch [84][600/940] lr: 3.049e-01, eta: 3 days, 6:26:50, time: 1.714, data_time: 0.007, memory: 9063, top1_acc: 0.3379, top5_acc: 0.5932, loss_cls: 2.9996, loss: 2.9996, grad_norm: 1.2356 2020-08-05 06:17:08,557 - mmaction - INFO - Epoch [84][620/940] lr: 3.049e-01, eta: 3 days, 6:26:13, time: 1.720, data_time: 0.005, memory: 9063, top1_acc: 0.3391, top5_acc: 0.5963, loss_cls: 3.0172, loss: 3.0172, grad_norm: 1.2418 2020-08-05 06:17:43,700 - mmaction - INFO - Epoch [84][640/940] lr: 3.049e-01, eta: 3 days, 6:25:40, time: 1.759, data_time: 0.009, memory: 9063, top1_acc: 0.3383, top5_acc: 0.5918, loss_cls: 3.0398, loss: 3.0398, grad_norm: 1.2110 2020-08-05 06:18:17,767 - mmaction - INFO - Epoch [84][660/940] lr: 3.049e-01, eta: 3 days, 6:25:01, time: 1.706, data_time: 0.006, memory: 9063, top1_acc: 0.3451, top5_acc: 0.6004, loss_cls: 2.9502, loss: 2.9502, grad_norm: 1.2263 2020-08-05 06:18:51,938 - mmaction - INFO - Epoch [84][680/940] lr: 3.049e-01, eta: 3 days, 6:24:22, time: 1.709, data_time: 0.005, memory: 9063, top1_acc: 0.3400, top5_acc: 0.6010, loss_cls: 2.9973, loss: 2.9973, grad_norm: 1.2715 2020-08-05 06:19:26,797 - mmaction - INFO - Epoch [84][700/940] lr: 3.049e-01, eta: 3 days, 6:23:47, time: 1.742, data_time: 0.002, memory: 9063, top1_acc: 0.3309, top5_acc: 0.5949, loss_cls: 3.0609, loss: 3.0609, grad_norm: 1.2669 2020-08-05 06:20:01,591 - mmaction - INFO - Epoch [84][720/940] lr: 3.049e-01, eta: 3 days, 6:23:12, time: 1.737, data_time: 0.005, memory: 9063, top1_acc: 0.3502, top5_acc: 0.5971, loss_cls: 3.0033, loss: 3.0033, grad_norm: 1.2198 2020-08-05 06:20:37,569 - mmaction - INFO - Epoch [84][740/940] lr: 3.049e-01, eta: 3 days, 6:22:43, time: 1.801, data_time: 0.006, memory: 9063, top1_acc: 0.3422, top5_acc: 0.5949, loss_cls: 3.0055, loss: 3.0055, grad_norm: 1.2318 2020-08-05 06:21:11,086 - mmaction - INFO - Epoch [84][760/940] lr: 3.049e-01, eta: 3 days, 6:22:01, time: 1.674, data_time: 0.005, memory: 9063, top1_acc: 0.3377, top5_acc: 0.5877, loss_cls: 3.0420, loss: 3.0420, grad_norm: 1.2536 2020-08-05 06:21:46,655 - mmaction - INFO - Epoch [84][780/940] lr: 3.049e-01, eta: 3 days, 6:21:30, time: 1.780, data_time: 0.006, memory: 9063, top1_acc: 0.3357, top5_acc: 0.5922, loss_cls: 3.0256, loss: 3.0256, grad_norm: 1.2513 2020-08-05 06:22:20,152 - mmaction - INFO - Epoch [84][800/940] lr: 3.049e-01, eta: 3 days, 6:20:48, time: 1.673, data_time: 0.006, memory: 9063, top1_acc: 0.3445, top5_acc: 0.5902, loss_cls: 3.0245, loss: 3.0245, grad_norm: 1.2317 2020-08-05 06:22:53,949 - mmaction - INFO - Epoch [84][820/940] lr: 3.049e-01, eta: 3 days, 6:20:07, time: 1.690, data_time: 0.005, memory: 9063, top1_acc: 0.3502, top5_acc: 0.6031, loss_cls: 2.9688, loss: 2.9688, grad_norm: 1.2008 2020-08-05 06:23:28,663 - mmaction - INFO - Epoch [84][840/940] lr: 3.049e-01, eta: 3 days, 6:19:31, time: 1.737, data_time: 0.005, memory: 9063, top1_acc: 0.3551, top5_acc: 0.6002, loss_cls: 2.9694, loss: 2.9694, grad_norm: 1.2346 2020-08-05 06:24:02,187 - mmaction - INFO - Epoch [84][860/940] lr: 3.049e-01, eta: 3 days, 6:18:49, time: 1.673, data_time: 0.006, memory: 9063, top1_acc: 0.3330, top5_acc: 0.5918, loss_cls: 3.0476, loss: 3.0476, grad_norm: 1.2434 2020-08-05 06:24:37,837 - mmaction - INFO - Epoch [84][880/940] lr: 3.049e-01, eta: 3 days, 6:18:19, time: 1.785, data_time: 0.006, memory: 9063, top1_acc: 0.3398, top5_acc: 0.6033, loss_cls: 2.9869, loss: 2.9869, grad_norm: 1.2148 2020-08-05 06:25:12,115 - mmaction - INFO - Epoch [84][900/940] lr: 3.049e-01, eta: 3 days, 6:17:40, time: 1.710, data_time: 0.005, memory: 9063, top1_acc: 0.3439, top5_acc: 0.5965, loss_cls: 3.0208, loss: 3.0208, grad_norm: 1.2537 2020-08-05 06:25:46,828 - mmaction - INFO - Epoch [84][920/940] lr: 3.049e-01, eta: 3 days, 6:17:05, time: 1.740, data_time: 0.007, memory: 9063, top1_acc: 0.3420, top5_acc: 0.5852, loss_cls: 3.0228, loss: 3.0228, grad_norm: 1.2142 2020-08-05 06:26:21,315 - mmaction - INFO - Epoch [84][940/940] lr: 3.049e-01, eta: 3 days, 6:16:28, time: 1.723, data_time: 0.006, memory: 9063, top1_acc: 0.3612, top5_acc: 0.6080, loss_cls: 2.9556, loss: 2.9556, grad_norm: 1.2488 2020-08-05 06:26:21,702 - mmaction - INFO - Saving checkpoint at 84 epochs 2020-08-05 06:27:02,783 - mmaction - INFO - Epoch [85][20/940] lr: 3.028e-01, eta: 3 days, 6:16:22, time: 2.008, data_time: 0.520, memory: 9063, top1_acc: 0.3508, top5_acc: 0.6018, loss_cls: 2.9717, loss: 2.9717, grad_norm: 1.2441 2020-08-05 06:27:37,117 - mmaction - INFO - Epoch [85][40/940] lr: 3.028e-01, eta: 3 days, 6:15:44, time: 1.718, data_time: 0.006, memory: 9063, top1_acc: 0.3510, top5_acc: 0.6102, loss_cls: 2.9442, loss: 2.9442, grad_norm: 1.2451 2020-08-05 06:28:12,496 - mmaction - INFO - Epoch [85][60/940] lr: 3.028e-01, eta: 3 days, 6:15:12, time: 1.767, data_time: 0.007, memory: 9063, top1_acc: 0.3459, top5_acc: 0.5953, loss_cls: 2.9865, loss: 2.9865, grad_norm: 1.2275 2020-08-05 06:28:44,348 - mmaction - INFO - Epoch [85][80/940] lr: 3.028e-01, eta: 3 days, 6:14:21, time: 1.595, data_time: 0.006, memory: 9063, top1_acc: 0.3639, top5_acc: 0.6160, loss_cls: 2.9196, loss: 2.9196, grad_norm: 1.2307 2020-08-05 06:29:18,180 - mmaction - INFO - Epoch [85][100/940] lr: 3.028e-01, eta: 3 days, 6:13:41, time: 1.690, data_time: 0.005, memory: 9063, top1_acc: 0.3492, top5_acc: 0.5994, loss_cls: 2.9672, loss: 2.9672, grad_norm: 1.2362 2020-08-05 06:29:51,545 - mmaction - INFO - Epoch [85][120/940] lr: 3.028e-01, eta: 3 days, 6:12:58, time: 1.670, data_time: 0.005, memory: 9063, top1_acc: 0.3496, top5_acc: 0.5936, loss_cls: 2.9934, loss: 2.9934, grad_norm: 1.2452 2020-08-05 06:30:26,404 - mmaction - INFO - Epoch [85][140/940] lr: 3.028e-01, eta: 3 days, 6:12:23, time: 1.740, data_time: 0.005, memory: 9063, top1_acc: 0.3535, top5_acc: 0.5943, loss_cls: 2.9852, loss: 2.9852, grad_norm: 1.2604 2020-08-05 06:31:00,658 - mmaction - INFO - Epoch [85][160/940] lr: 3.028e-01, eta: 3 days, 6:11:45, time: 1.711, data_time: 0.007, memory: 9063, top1_acc: 0.3512, top5_acc: 0.5914, loss_cls: 3.0129, loss: 3.0129, grad_norm: 1.2396 2020-08-05 06:31:34,569 - mmaction - INFO - Epoch [85][180/940] lr: 3.028e-01, eta: 3 days, 6:11:05, time: 1.700, data_time: 0.007, memory: 9063, top1_acc: 0.3477, top5_acc: 0.6002, loss_cls: 2.9828, loss: 2.9828, grad_norm: 1.2532 2020-08-05 06:32:08,643 - mmaction - INFO - Epoch [85][200/940] lr: 3.028e-01, eta: 3 days, 6:10:26, time: 1.702, data_time: 0.004, memory: 9063, top1_acc: 0.3609, top5_acc: 0.5977, loss_cls: 2.9589, loss: 2.9589, grad_norm: 1.2529 2020-08-05 06:32:44,488 - mmaction - INFO - Epoch [85][220/940] lr: 3.028e-01, eta: 3 days, 6:09:57, time: 1.792, data_time: 0.007, memory: 9063, top1_acc: 0.3508, top5_acc: 0.5961, loss_cls: 2.9758, loss: 2.9758, grad_norm: 1.2352 2020-08-05 06:33:17,258 - mmaction - INFO - Epoch [85][240/940] lr: 3.028e-01, eta: 3 days, 6:09:11, time: 1.640, data_time: 0.005, memory: 9063, top1_acc: 0.3469, top5_acc: 0.6031, loss_cls: 2.9786, loss: 2.9786, grad_norm: 1.2734 2020-08-05 06:33:51,376 - mmaction - INFO - Epoch [85][260/940] lr: 3.028e-01, eta: 3 days, 6:08:32, time: 1.704, data_time: 0.005, memory: 9063, top1_acc: 0.3492, top5_acc: 0.5984, loss_cls: 2.9626, loss: 2.9626, grad_norm: 1.2687 2020-08-05 06:34:25,794 - mmaction - INFO - Epoch [85][280/940] lr: 3.028e-01, eta: 3 days, 6:07:54, time: 1.720, data_time: 0.005, memory: 9063, top1_acc: 0.3438, top5_acc: 0.5955, loss_cls: 3.0133, loss: 3.0133, grad_norm: 1.2286 2020-08-05 06:35:00,573 - mmaction - INFO - Epoch [85][300/940] lr: 3.028e-01, eta: 3 days, 6:07:19, time: 1.741, data_time: 0.006, memory: 9063, top1_acc: 0.3473, top5_acc: 0.6080, loss_cls: 2.9716, loss: 2.9716, grad_norm: 1.2378 2020-08-05 06:35:34,424 - mmaction - INFO - Epoch [85][320/940] lr: 3.028e-01, eta: 3 days, 6:06:39, time: 1.691, data_time: 0.006, memory: 9063, top1_acc: 0.3430, top5_acc: 0.5943, loss_cls: 3.0091, loss: 3.0091, grad_norm: 1.2532 2020-08-05 06:36:08,896 - mmaction - INFO - Epoch [85][340/940] lr: 3.028e-01, eta: 3 days, 6:06:02, time: 1.725, data_time: 0.006, memory: 9063, top1_acc: 0.3598, top5_acc: 0.5932, loss_cls: 2.9684, loss: 2.9684, grad_norm: 1.2036 2020-08-05 06:36:42,806 - mmaction - INFO - Epoch [85][360/940] lr: 3.028e-01, eta: 3 days, 6:05:22, time: 1.692, data_time: 0.007, memory: 9063, top1_acc: 0.3436, top5_acc: 0.5984, loss_cls: 3.0042, loss: 3.0042, grad_norm: 1.2483 2020-08-05 06:37:17,633 - mmaction - INFO - Epoch [85][380/940] lr: 3.028e-01, eta: 3 days, 6:04:48, time: 1.744, data_time: 0.006, memory: 9063, top1_acc: 0.3332, top5_acc: 0.5814, loss_cls: 3.0507, loss: 3.0507, grad_norm: 1.2345 2020-08-05 06:37:53,521 - mmaction - INFO - Epoch [85][400/940] lr: 3.028e-01, eta: 3 days, 6:04:18, time: 1.793, data_time: 0.005, memory: 9063, top1_acc: 0.3471, top5_acc: 0.6039, loss_cls: 2.9625, loss: 2.9625, grad_norm: 1.2412 2020-08-05 06:38:26,761 - mmaction - INFO - Epoch [85][420/940] lr: 3.028e-01, eta: 3 days, 6:03:35, time: 1.664, data_time: 0.006, memory: 9063, top1_acc: 0.3539, top5_acc: 0.5873, loss_cls: 3.0115, loss: 3.0115, grad_norm: 1.2179 2020-08-05 06:39:01,012 - mmaction - INFO - Epoch [85][440/940] lr: 3.028e-01, eta: 3 days, 6:02:57, time: 1.711, data_time: 0.005, memory: 9063, top1_acc: 0.3521, top5_acc: 0.6086, loss_cls: 2.9359, loss: 2.9359, grad_norm: 1.2197 2020-08-05 06:39:34,843 - mmaction - INFO - Epoch [85][460/940] lr: 3.028e-01, eta: 3 days, 6:02:16, time: 1.693, data_time: 0.005, memory: 9063, top1_acc: 0.3512, top5_acc: 0.6002, loss_cls: 2.9719, loss: 2.9719, grad_norm: 1.2677 2020-08-05 06:40:09,079 - mmaction - INFO - Epoch [85][480/940] lr: 3.028e-01, eta: 3 days, 6:01:38, time: 1.712, data_time: 0.005, memory: 9063, top1_acc: 0.3484, top5_acc: 0.6006, loss_cls: 2.9601, loss: 2.9601, grad_norm: 1.2314 2020-08-05 06:40:44,957 - mmaction - INFO - Epoch [85][500/940] lr: 3.028e-01, eta: 3 days, 6:01:09, time: 1.794, data_time: 0.002, memory: 9063, top1_acc: 0.3484, top5_acc: 0.5979, loss_cls: 2.9891, loss: 2.9891, grad_norm: 1.2461 2020-08-05 06:41:19,986 - mmaction - INFO - Epoch [85][520/940] lr: 3.028e-01, eta: 3 days, 6:00:35, time: 1.750, data_time: 0.005, memory: 9063, top1_acc: 0.3283, top5_acc: 0.5801, loss_cls: 3.0986, loss: 3.0986, grad_norm: 1.2498 2020-08-05 06:41:53,685 - mmaction - INFO - Epoch [85][540/940] lr: 3.028e-01, eta: 3 days, 5:59:54, time: 1.686, data_time: 0.005, memory: 9063, top1_acc: 0.3471, top5_acc: 0.6027, loss_cls: 2.9828, loss: 2.9828, grad_norm: 1.2043 2020-08-05 06:42:27,901 - mmaction - INFO - Epoch [85][560/940] lr: 3.028e-01, eta: 3 days, 5:59:16, time: 1.710, data_time: 0.007, memory: 9063, top1_acc: 0.3426, top5_acc: 0.6062, loss_cls: 2.9924, loss: 2.9924, grad_norm: 1.2611 2020-08-05 06:43:01,849 - mmaction - INFO - Epoch [85][580/940] lr: 3.028e-01, eta: 3 days, 5:58:36, time: 1.699, data_time: 0.005, memory: 9063, top1_acc: 0.3414, top5_acc: 0.6068, loss_cls: 2.9734, loss: 2.9734, grad_norm: 1.2331 2020-08-05 06:43:36,161 - mmaction - INFO - Epoch [85][600/940] lr: 3.028e-01, eta: 3 days, 5:57:58, time: 1.711, data_time: 0.005, memory: 9063, top1_acc: 0.3559, top5_acc: 0.5951, loss_cls: 2.9834, loss: 2.9834, grad_norm: 1.2760 2020-08-05 06:44:11,117 - mmaction - INFO - Epoch [85][620/940] lr: 3.028e-01, eta: 3 days, 5:57:24, time: 1.753, data_time: 0.007, memory: 9063, top1_acc: 0.3373, top5_acc: 0.6037, loss_cls: 3.0082, loss: 3.0082, grad_norm: 1.2276 2020-08-05 06:44:45,559 - mmaction - INFO - Epoch [85][640/940] lr: 3.028e-01, eta: 3 days, 5:56:47, time: 1.720, data_time: 0.005, memory: 9063, top1_acc: 0.3473, top5_acc: 0.5951, loss_cls: 2.9866, loss: 2.9866, grad_norm: 1.2473 2020-08-05 06:45:18,256 - mmaction - INFO - Epoch [85][660/940] lr: 3.028e-01, eta: 3 days, 5:56:01, time: 1.634, data_time: 0.006, memory: 9063, top1_acc: 0.3398, top5_acc: 0.5996, loss_cls: 3.0053, loss: 3.0053, grad_norm: 1.2419 2020-08-05 06:45:53,270 - mmaction - INFO - Epoch [85][680/940] lr: 3.028e-01, eta: 3 days, 5:55:27, time: 1.753, data_time: 0.007, memory: 9063, top1_acc: 0.3508, top5_acc: 0.6004, loss_cls: 2.9649, loss: 2.9649, grad_norm: 1.2342 2020-08-05 06:46:26,581 - mmaction - INFO - Epoch [85][700/940] lr: 3.028e-01, eta: 3 days, 5:54:44, time: 1.664, data_time: 0.005, memory: 9063, top1_acc: 0.3443, top5_acc: 0.5977, loss_cls: 2.9787, loss: 2.9787, grad_norm: 1.2407 2020-08-05 06:47:01,850 - mmaction - INFO - Epoch [85][720/940] lr: 3.028e-01, eta: 3 days, 5:54:12, time: 1.765, data_time: 0.005, memory: 9063, top1_acc: 0.3473, top5_acc: 0.6014, loss_cls: 3.0059, loss: 3.0059, grad_norm: 1.2465 2020-08-05 06:47:36,617 - mmaction - INFO - Epoch [85][740/940] lr: 3.028e-01, eta: 3 days, 5:53:36, time: 1.737, data_time: 0.005, memory: 9063, top1_acc: 0.3516, top5_acc: 0.6057, loss_cls: 2.9650, loss: 2.9650, grad_norm: 1.2193 2020-08-05 06:48:10,770 - mmaction - INFO - Epoch [85][760/940] lr: 3.028e-01, eta: 3 days, 5:52:58, time: 1.709, data_time: 0.006, memory: 9063, top1_acc: 0.3447, top5_acc: 0.5926, loss_cls: 3.0113, loss: 3.0113, grad_norm: 1.2319 2020-08-05 06:48:44,884 - mmaction - INFO - Epoch [85][780/940] lr: 3.028e-01, eta: 3 days, 5:52:19, time: 1.704, data_time: 0.007, memory: 9063, top1_acc: 0.3453, top5_acc: 0.5953, loss_cls: 2.9688, loss: 2.9688, grad_norm: 1.2418 2020-08-05 06:49:20,076 - mmaction - INFO - Epoch [85][800/940] lr: 3.028e-01, eta: 3 days, 5:51:46, time: 1.761, data_time: 0.005, memory: 9063, top1_acc: 0.3445, top5_acc: 0.5893, loss_cls: 3.0134, loss: 3.0134, grad_norm: 1.2512 2020-08-05 06:49:54,188 - mmaction - INFO - Epoch [85][820/940] lr: 3.028e-01, eta: 3 days, 5:51:07, time: 1.702, data_time: 0.005, memory: 9063, top1_acc: 0.3549, top5_acc: 0.6027, loss_cls: 2.9858, loss: 2.9858, grad_norm: 1.2195 2020-08-05 06:50:28,929 - mmaction - INFO - Epoch [85][840/940] lr: 3.028e-01, eta: 3 days, 5:50:32, time: 1.739, data_time: 0.007, memory: 9063, top1_acc: 0.3500, top5_acc: 0.6088, loss_cls: 2.9561, loss: 2.9561, grad_norm: 1.2435 2020-08-05 06:51:03,149 - mmaction - INFO - Epoch [85][860/940] lr: 3.028e-01, eta: 3 days, 5:49:54, time: 1.713, data_time: 0.007, memory: 9063, top1_acc: 0.3373, top5_acc: 0.5885, loss_cls: 3.0455, loss: 3.0455, grad_norm: 1.2404 2020-08-05 06:51:38,592 - mmaction - INFO - Epoch [85][880/940] lr: 3.028e-01, eta: 3 days, 5:49:22, time: 1.771, data_time: 0.005, memory: 9063, top1_acc: 0.3469, top5_acc: 0.6008, loss_cls: 2.9694, loss: 2.9694, grad_norm: 1.2362 2020-08-05 06:52:14,225 - mmaction - INFO - Epoch [85][900/940] lr: 3.028e-01, eta: 3 days, 5:48:52, time: 1.783, data_time: 0.006, memory: 9063, top1_acc: 0.3404, top5_acc: 0.5967, loss_cls: 2.9795, loss: 2.9795, grad_norm: 1.2470 2020-08-05 06:52:47,349 - mmaction - INFO - Epoch [85][920/940] lr: 3.028e-01, eta: 3 days, 5:48:08, time: 1.655, data_time: 0.006, memory: 9063, top1_acc: 0.3309, top5_acc: 0.5900, loss_cls: 3.0218, loss: 3.0218, grad_norm: 1.2570 2020-08-05 06:53:20,206 - mmaction - INFO - Epoch [85][940/940] lr: 3.028e-01, eta: 3 days, 5:47:23, time: 1.643, data_time: 0.006, memory: 9063, top1_acc: 0.3332, top5_acc: 0.5929, loss_cls: 3.0186, loss: 3.0186, grad_norm: 1.2465 2020-08-05 06:54:09,710 - mmaction - INFO - Epoch [86][20/940] lr: 3.007e-01, eta: 3 days, 5:48:01, time: 2.454, data_time: 0.427, memory: 9063, top1_acc: 0.3381, top5_acc: 0.5930, loss_cls: 3.0302, loss: 3.0302, grad_norm: 1.2609 2020-08-05 06:54:41,584 - mmaction - INFO - Epoch [86][40/940] lr: 3.007e-01, eta: 3 days, 5:47:11, time: 1.593, data_time: 0.010, memory: 9063, top1_acc: 0.3598, top5_acc: 0.6131, loss_cls: 2.9063, loss: 2.9063, grad_norm: 1.2347 2020-08-05 06:55:14,714 - mmaction - INFO - Epoch [86][60/940] lr: 3.007e-01, eta: 3 days, 5:46:28, time: 1.659, data_time: 0.008, memory: 9063, top1_acc: 0.3365, top5_acc: 0.5971, loss_cls: 2.9932, loss: 2.9932, grad_norm: 1.2542 2020-08-05 06:55:48,774 - mmaction - INFO - Epoch [86][80/940] lr: 3.007e-01, eta: 3 days, 5:45:49, time: 1.706, data_time: 0.007, memory: 9063, top1_acc: 0.3387, top5_acc: 0.5920, loss_cls: 3.0249, loss: 3.0249, grad_norm: 1.2346 2020-08-05 06:56:24,587 - mmaction - INFO - Epoch [86][100/940] lr: 3.007e-01, eta: 3 days, 5:45:19, time: 1.786, data_time: 0.005, memory: 9063, top1_acc: 0.3480, top5_acc: 0.5961, loss_cls: 2.9920, loss: 2.9920, grad_norm: 1.2336 2020-08-05 06:56:57,622 - mmaction - INFO - Epoch [86][120/940] lr: 3.007e-01, eta: 3 days, 5:44:35, time: 1.655, data_time: 0.007, memory: 9063, top1_acc: 0.3477, top5_acc: 0.6066, loss_cls: 2.9721, loss: 2.9721, grad_norm: 1.2456 2020-08-05 06:57:33,239 - mmaction - INFO - Epoch [86][140/940] lr: 3.007e-01, eta: 3 days, 5:44:04, time: 1.780, data_time: 0.006, memory: 9063, top1_acc: 0.3572, top5_acc: 0.6066, loss_cls: 2.9353, loss: 2.9353, grad_norm: 1.2475 2020-08-05 06:58:05,993 - mmaction - INFO - Epoch [86][160/940] lr: 3.007e-01, eta: 3 days, 5:43:18, time: 1.638, data_time: 0.009, memory: 9063, top1_acc: 0.3379, top5_acc: 0.5971, loss_cls: 2.9910, loss: 2.9910, grad_norm: 1.2745 2020-08-05 06:58:40,074 - mmaction - INFO - Epoch [86][180/940] lr: 3.007e-01, eta: 3 days, 5:42:39, time: 1.706, data_time: 0.006, memory: 9063, top1_acc: 0.3459, top5_acc: 0.6098, loss_cls: 2.9502, loss: 2.9502, grad_norm: 1.2474 2020-08-05 06:59:14,345 - mmaction - INFO - Epoch [86][200/940] lr: 3.007e-01, eta: 3 days, 5:42:01, time: 1.712, data_time: 0.007, memory: 9063, top1_acc: 0.3502, top5_acc: 0.5967, loss_cls: 2.9825, loss: 2.9825, grad_norm: 1.2462 2020-08-05 06:59:49,325 - mmaction - INFO - Epoch [86][220/940] lr: 3.007e-01, eta: 3 days, 5:41:27, time: 1.750, data_time: 0.005, memory: 9063, top1_acc: 0.3469, top5_acc: 0.5967, loss_cls: 2.9830, loss: 2.9830, grad_norm: 1.2550 2020-08-05 07:00:25,861 - mmaction - INFO - Epoch [86][240/940] lr: 3.007e-01, eta: 3 days, 5:41:00, time: 1.810, data_time: 0.006, memory: 9063, top1_acc: 0.3406, top5_acc: 0.5893, loss_cls: 3.0038, loss: 3.0038, grad_norm: 1.2529 2020-08-05 07:00:58,950 - mmaction - INFO - Epoch [86][260/940] lr: 3.007e-01, eta: 3 days, 5:40:17, time: 1.670, data_time: 0.028, memory: 9063, top1_acc: 0.3449, top5_acc: 0.5977, loss_cls: 2.9840, loss: 2.9840, grad_norm: 1.2622 2020-08-05 07:01:32,712 - mmaction - INFO - Epoch [86][280/940] lr: 3.007e-01, eta: 3 days, 5:39:37, time: 1.688, data_time: 0.007, memory: 9063, top1_acc: 0.3434, top5_acc: 0.5992, loss_cls: 3.0198, loss: 3.0198, grad_norm: 1.2412 2020-08-05 07:02:08,480 - mmaction - INFO - Epoch [86][300/940] lr: 3.007e-01, eta: 3 days, 5:39:07, time: 1.790, data_time: 0.007, memory: 9063, top1_acc: 0.3369, top5_acc: 0.5924, loss_cls: 3.0105, loss: 3.0105, grad_norm: 1.2441 2020-08-05 07:02:43,158 - mmaction - INFO - Epoch [86][320/940] lr: 3.007e-01, eta: 3 days, 5:38:31, time: 1.734, data_time: 0.002, memory: 9063, top1_acc: 0.3516, top5_acc: 0.6172, loss_cls: 2.9120, loss: 2.9120, grad_norm: 1.2413 2020-08-05 07:03:16,060 - mmaction - INFO - Epoch [86][340/940] lr: 3.007e-01, eta: 3 days, 5:37:46, time: 1.644, data_time: 0.002, memory: 9063, top1_acc: 0.3438, top5_acc: 0.5982, loss_cls: 2.9817, loss: 2.9817, grad_norm: 1.2333 2020-08-05 07:03:51,160 - mmaction - INFO - Epoch [86][360/940] lr: 3.007e-01, eta: 3 days, 5:37:13, time: 1.754, data_time: 0.006, memory: 9063, top1_acc: 0.3496, top5_acc: 0.5992, loss_cls: 2.9847, loss: 2.9847, grad_norm: 1.2369 2020-08-05 07:04:25,517 - mmaction - INFO - Epoch [86][380/940] lr: 3.007e-01, eta: 3 days, 5:36:35, time: 1.720, data_time: 0.007, memory: 9063, top1_acc: 0.3455, top5_acc: 0.5990, loss_cls: 2.9808, loss: 2.9808, grad_norm: 1.2490 2020-08-05 07:04:59,194 - mmaction - INFO - Epoch [86][400/940] lr: 3.007e-01, eta: 3 days, 5:35:54, time: 1.682, data_time: 0.004, memory: 9063, top1_acc: 0.3336, top5_acc: 0.5848, loss_cls: 3.0272, loss: 3.0272, grad_norm: 1.2475 2020-08-05 07:05:33,882 - mmaction - INFO - Epoch [86][420/940] lr: 3.007e-01, eta: 3 days, 5:35:19, time: 1.733, data_time: 0.006, memory: 9063, top1_acc: 0.3492, top5_acc: 0.5990, loss_cls: 2.9920, loss: 2.9920, grad_norm: 1.2472 2020-08-05 07:06:08,510 - mmaction - INFO - Epoch [86][440/940] lr: 3.007e-01, eta: 3 days, 5:34:43, time: 1.734, data_time: 0.004, memory: 9063, top1_acc: 0.3488, top5_acc: 0.5922, loss_cls: 2.9841, loss: 2.9841, grad_norm: 1.2364 2020-08-05 07:06:43,115 - mmaction - INFO - Epoch [86][460/940] lr: 3.007e-01, eta: 3 days, 5:34:07, time: 1.728, data_time: 0.005, memory: 9063, top1_acc: 0.3609, top5_acc: 0.6117, loss_cls: 2.9342, loss: 2.9342, grad_norm: 1.2458 2020-08-05 07:07:18,324 - mmaction - INFO - Epoch [86][480/940] lr: 3.007e-01, eta: 3 days, 5:33:34, time: 1.763, data_time: 0.007, memory: 9063, top1_acc: 0.3523, top5_acc: 0.5996, loss_cls: 3.0162, loss: 3.0162, grad_norm: 1.2575 2020-08-05 07:07:51,585 - mmaction - INFO - Epoch [86][500/940] lr: 3.007e-01, eta: 3 days, 5:32:51, time: 1.662, data_time: 0.005, memory: 9063, top1_acc: 0.3402, top5_acc: 0.5930, loss_cls: 2.9965, loss: 2.9965, grad_norm: 1.2370 2020-08-05 07:08:26,649 - mmaction - INFO - Epoch [86][520/940] lr: 3.007e-01, eta: 3 days, 5:32:17, time: 1.755, data_time: 0.005, memory: 9063, top1_acc: 0.3492, top5_acc: 0.5980, loss_cls: 2.9733, loss: 2.9733, grad_norm: 1.2531 2020-08-05 07:09:00,659 - mmaction - INFO - Epoch [86][540/940] lr: 3.007e-01, eta: 3 days, 5:31:38, time: 1.698, data_time: 0.005, memory: 9063, top1_acc: 0.3441, top5_acc: 0.6121, loss_cls: 2.9508, loss: 2.9508, grad_norm: 1.2545 2020-08-05 07:09:33,737 - mmaction - INFO - Epoch [86][560/940] lr: 3.007e-01, eta: 3 days, 5:30:54, time: 1.652, data_time: 0.006, memory: 9063, top1_acc: 0.3502, top5_acc: 0.6016, loss_cls: 2.9843, loss: 2.9843, grad_norm: 1.2423 2020-08-05 07:10:07,352 - mmaction - INFO - Epoch [86][580/940] lr: 3.007e-01, eta: 3 days, 5:30:13, time: 1.684, data_time: 0.009, memory: 9063, top1_acc: 0.3539, top5_acc: 0.5988, loss_cls: 2.9734, loss: 2.9734, grad_norm: 1.2192 2020-08-05 07:10:41,452 - mmaction - INFO - Epoch [86][600/940] lr: 3.007e-01, eta: 3 days, 5:29:35, time: 1.705, data_time: 0.004, memory: 9063, top1_acc: 0.3352, top5_acc: 0.5984, loss_cls: 2.9979, loss: 2.9979, grad_norm: 1.2429 2020-08-05 07:11:15,762 - mmaction - INFO - Epoch [86][620/940] lr: 3.007e-01, eta: 3 days, 5:28:57, time: 1.714, data_time: 0.005, memory: 9063, top1_acc: 0.3330, top5_acc: 0.5883, loss_cls: 3.0561, loss: 3.0561, grad_norm: 1.2516 2020-08-05 07:11:49,656 - mmaction - INFO - Epoch [86][640/940] lr: 3.007e-01, eta: 3 days, 5:28:18, time: 1.696, data_time: 0.007, memory: 9063, top1_acc: 0.3367, top5_acc: 0.5934, loss_cls: 3.0587, loss: 3.0587, grad_norm: 1.2532 2020-08-05 07:12:24,240 - mmaction - INFO - Epoch [86][660/940] lr: 3.007e-01, eta: 3 days, 5:27:41, time: 1.729, data_time: 0.002, memory: 9063, top1_acc: 0.3541, top5_acc: 0.6010, loss_cls: 2.9792, loss: 2.9792, grad_norm: 1.2315 2020-08-05 07:12:58,829 - mmaction - INFO - Epoch [86][680/940] lr: 3.007e-01, eta: 3 days, 5:27:05, time: 1.730, data_time: 0.003, memory: 9063, top1_acc: 0.3436, top5_acc: 0.5924, loss_cls: 3.0050, loss: 3.0050, grad_norm: 1.2368 2020-08-05 07:13:32,465 - mmaction - INFO - Epoch [86][700/940] lr: 3.007e-01, eta: 3 days, 5:26:24, time: 1.679, data_time: 0.005, memory: 9063, top1_acc: 0.3406, top5_acc: 0.5975, loss_cls: 2.9804, loss: 2.9804, grad_norm: 1.2515 2020-08-05 07:14:06,406 - mmaction - INFO - Epoch [86][720/940] lr: 3.007e-01, eta: 3 days, 5:25:45, time: 1.699, data_time: 0.006, memory: 9063, top1_acc: 0.3412, top5_acc: 0.5887, loss_cls: 2.9956, loss: 2.9956, grad_norm: 1.2671 2020-08-05 07:14:40,856 - mmaction - INFO - Epoch [86][740/940] lr: 3.007e-01, eta: 3 days, 5:25:08, time: 1.722, data_time: 0.006, memory: 9063, top1_acc: 0.3430, top5_acc: 0.5969, loss_cls: 2.9913, loss: 2.9913, grad_norm: 1.2397 2020-08-05 07:15:15,581 - mmaction - INFO - Epoch [86][760/940] lr: 3.007e-01, eta: 3 days, 5:24:33, time: 1.736, data_time: 0.005, memory: 9063, top1_acc: 0.3385, top5_acc: 0.6035, loss_cls: 2.9883, loss: 2.9883, grad_norm: 1.2707 2020-08-05 07:15:49,451 - mmaction - INFO - Epoch [86][780/940] lr: 3.007e-01, eta: 3 days, 5:23:53, time: 1.695, data_time: 0.005, memory: 9063, top1_acc: 0.3498, top5_acc: 0.6051, loss_cls: 2.9677, loss: 2.9677, grad_norm: 1.2404 2020-08-05 07:16:26,239 - mmaction - INFO - Epoch [86][800/940] lr: 3.007e-01, eta: 3 days, 5:23:28, time: 1.838, data_time: 0.005, memory: 9063, top1_acc: 0.3404, top5_acc: 0.5902, loss_cls: 3.0302, loss: 3.0302, grad_norm: 1.2435 2020-08-05 07:17:00,255 - mmaction - INFO - Epoch [86][820/940] lr: 3.007e-01, eta: 3 days, 5:22:49, time: 1.702, data_time: 0.006, memory: 9063, top1_acc: 0.3477, top5_acc: 0.5992, loss_cls: 2.9961, loss: 2.9961, grad_norm: 1.2520 2020-08-05 07:17:33,456 - mmaction - INFO - Epoch [86][840/940] lr: 3.007e-01, eta: 3 days, 5:22:06, time: 1.656, data_time: 0.005, memory: 9063, top1_acc: 0.3424, top5_acc: 0.5891, loss_cls: 3.0297, loss: 3.0297, grad_norm: 1.2583 2020-08-05 07:18:08,089 - mmaction - INFO - Epoch [86][860/940] lr: 3.007e-01, eta: 3 days, 5:21:30, time: 1.735, data_time: 0.007, memory: 9063, top1_acc: 0.3480, top5_acc: 0.5996, loss_cls: 2.9835, loss: 2.9835, grad_norm: 1.2574 2020-08-05 07:18:41,702 - mmaction - INFO - Epoch [86][880/940] lr: 3.007e-01, eta: 3 days, 5:20:49, time: 1.677, data_time: 0.006, memory: 9063, top1_acc: 0.3420, top5_acc: 0.5910, loss_cls: 2.9947, loss: 2.9947, grad_norm: 1.2602 2020-08-05 07:19:15,256 - mmaction - INFO - Epoch [86][900/940] lr: 3.007e-01, eta: 3 days, 5:20:08, time: 1.682, data_time: 0.006, memory: 9063, top1_acc: 0.3557, top5_acc: 0.5980, loss_cls: 2.9765, loss: 2.9765, grad_norm: 1.2401 2020-08-05 07:19:50,538 - mmaction - INFO - Epoch [86][920/940] lr: 3.007e-01, eta: 3 days, 5:19:35, time: 1.761, data_time: 0.005, memory: 9063, top1_acc: 0.3561, top5_acc: 0.6123, loss_cls: 2.9034, loss: 2.9034, grad_norm: 1.2429 2020-08-05 07:20:24,538 - mmaction - INFO - Epoch [86][940/940] lr: 3.007e-01, eta: 3 days, 5:18:56, time: 1.700, data_time: 0.007, memory: 9063, top1_acc: 0.3389, top5_acc: 0.5858, loss_cls: 3.0260, loss: 3.0260, grad_norm: 1.2639 2020-08-05 07:21:06,813 - mmaction - INFO - Epoch [87][20/940] lr: 2.986e-01, eta: 3 days, 5:18:56, time: 2.088, data_time: 0.549, memory: 9063, top1_acc: 0.3492, top5_acc: 0.5930, loss_cls: 2.9750, loss: 2.9750, grad_norm: 1.2406 2020-08-05 07:21:38,827 - mmaction - INFO - Epoch [87][40/940] lr: 2.986e-01, eta: 3 days, 5:18:07, time: 1.604, data_time: 0.006, memory: 9063, top1_acc: 0.3539, top5_acc: 0.6076, loss_cls: 2.9374, loss: 2.9374, grad_norm: 1.2244 2020-08-05 07:22:13,070 - mmaction - INFO - Epoch [87][60/940] lr: 2.986e-01, eta: 3 days, 5:17:29, time: 1.710, data_time: 0.005, memory: 9063, top1_acc: 0.3471, top5_acc: 0.6014, loss_cls: 2.9718, loss: 2.9718, grad_norm: 1.2485 2020-08-05 07:22:46,691 - mmaction - INFO - Epoch [87][80/940] lr: 2.986e-01, eta: 3 days, 5:16:48, time: 1.681, data_time: 0.005, memory: 9063, top1_acc: 0.3332, top5_acc: 0.5889, loss_cls: 3.0287, loss: 3.0287, grad_norm: 1.2785 2020-08-05 07:23:22,191 - mmaction - INFO - Epoch [87][100/940] lr: 2.986e-01, eta: 3 days, 5:16:17, time: 1.777, data_time: 0.006, memory: 9063, top1_acc: 0.3463, top5_acc: 0.6213, loss_cls: 2.8732, loss: 2.8732, grad_norm: 1.2658 2020-08-05 07:23:55,815 - mmaction - INFO - Epoch [87][120/940] lr: 2.986e-01, eta: 3 days, 5:15:36, time: 1.680, data_time: 0.008, memory: 9063, top1_acc: 0.3473, top5_acc: 0.5955, loss_cls: 2.9938, loss: 2.9938, grad_norm: 1.2448 2020-08-05 07:24:30,437 - mmaction - INFO - Epoch [87][140/940] lr: 2.986e-01, eta: 3 days, 5:15:00, time: 1.733, data_time: 0.005, memory: 9063, top1_acc: 0.3430, top5_acc: 0.5977, loss_cls: 2.9812, loss: 2.9812, grad_norm: 1.2396 2020-08-05 07:25:05,179 - mmaction - INFO - Epoch [87][160/940] lr: 2.986e-01, eta: 3 days, 5:14:25, time: 1.737, data_time: 0.005, memory: 9063, top1_acc: 0.3383, top5_acc: 0.5984, loss_cls: 3.0079, loss: 3.0079, grad_norm: 1.2563 2020-08-05 07:25:39,280 - mmaction - INFO - Epoch [87][180/940] lr: 2.986e-01, eta: 3 days, 5:13:46, time: 1.705, data_time: 0.002, memory: 9063, top1_acc: 0.3375, top5_acc: 0.5975, loss_cls: 3.0041, loss: 3.0041, grad_norm: 1.2499 2020-08-05 07:26:13,230 - mmaction - INFO - Epoch [87][200/940] lr: 2.986e-01, eta: 3 days, 5:13:07, time: 1.695, data_time: 0.005, memory: 9063, top1_acc: 0.3584, top5_acc: 0.6105, loss_cls: 2.9162, loss: 2.9162, grad_norm: 1.2631 2020-08-05 07:26:47,653 - mmaction - INFO - Epoch [87][220/940] lr: 2.986e-01, eta: 3 days, 5:12:30, time: 1.723, data_time: 0.006, memory: 9063, top1_acc: 0.3438, top5_acc: 0.5982, loss_cls: 2.9621, loss: 2.9621, grad_norm: 1.2608 2020-08-05 07:27:21,559 - mmaction - INFO - Epoch [87][240/940] lr: 2.986e-01, eta: 3 days, 5:11:51, time: 1.693, data_time: 0.005, memory: 9063, top1_acc: 0.3449, top5_acc: 0.5959, loss_cls: 2.9914, loss: 2.9914, grad_norm: 1.2712 2020-08-05 07:27:55,440 - mmaction - INFO - Epoch [87][260/940] lr: 2.986e-01, eta: 3 days, 5:11:11, time: 1.695, data_time: 0.006, memory: 9063, top1_acc: 0.3518, top5_acc: 0.6090, loss_cls: 2.9567, loss: 2.9567, grad_norm: 1.2488 2020-08-05 07:28:28,528 - mmaction - INFO - Epoch [87][280/940] lr: 2.986e-01, eta: 3 days, 5:10:28, time: 1.655, data_time: 0.006, memory: 9063, top1_acc: 0.3486, top5_acc: 0.6010, loss_cls: 2.9611, loss: 2.9611, grad_norm: 1.2787 2020-08-05 07:29:02,897 - mmaction - INFO - Epoch [87][300/940] lr: 2.986e-01, eta: 3 days, 5:09:51, time: 1.718, data_time: 0.005, memory: 9063, top1_acc: 0.3578, top5_acc: 0.6008, loss_cls: 2.9572, loss: 2.9572, grad_norm: 1.2375 2020-08-05 07:29:36,688 - mmaction - INFO - Epoch [87][320/940] lr: 2.986e-01, eta: 3 days, 5:09:11, time: 1.691, data_time: 0.006, memory: 9063, top1_acc: 0.3471, top5_acc: 0.5979, loss_cls: 2.9733, loss: 2.9733, grad_norm: 1.2668 2020-08-05 07:30:12,297 - mmaction - INFO - Epoch [87][340/940] lr: 2.986e-01, eta: 3 days, 5:08:40, time: 1.779, data_time: 0.004, memory: 9063, top1_acc: 0.3500, top5_acc: 0.6039, loss_cls: 2.9658, loss: 2.9658, grad_norm: 1.2366 2020-08-05 07:30:47,751 - mmaction - INFO - Epoch [87][360/940] lr: 2.986e-01, eta: 3 days, 5:08:08, time: 1.774, data_time: 0.005, memory: 9063, top1_acc: 0.3447, top5_acc: 0.5953, loss_cls: 2.9936, loss: 2.9936, grad_norm: 1.2559 2020-08-05 07:31:21,152 - mmaction - INFO - Epoch [87][380/940] lr: 2.986e-01, eta: 3 days, 5:07:26, time: 1.666, data_time: 0.005, memory: 9063, top1_acc: 0.3494, top5_acc: 0.5961, loss_cls: 3.0165, loss: 3.0165, grad_norm: 1.2435 2020-08-05 07:31:55,639 - mmaction - INFO - Epoch [87][400/940] lr: 2.986e-01, eta: 3 days, 5:06:50, time: 1.728, data_time: 0.007, memory: 9063, top1_acc: 0.3410, top5_acc: 0.5994, loss_cls: 2.9752, loss: 2.9752, grad_norm: 1.2575 2020-08-05 07:32:29,387 - mmaction - INFO - Epoch [87][420/940] lr: 2.986e-01, eta: 3 days, 5:06:09, time: 1.686, data_time: 0.005, memory: 9063, top1_acc: 0.3594, top5_acc: 0.6066, loss_cls: 2.9502, loss: 2.9502, grad_norm: 1.2621 2020-08-05 07:33:04,475 - mmaction - INFO - Epoch [87][440/940] lr: 2.986e-01, eta: 3 days, 5:05:35, time: 1.752, data_time: 0.006, memory: 9063, top1_acc: 0.3445, top5_acc: 0.6061, loss_cls: 2.9504, loss: 2.9504, grad_norm: 1.2577 2020-08-05 07:33:38,480 - mmaction - INFO - Epoch [87][460/940] lr: 2.986e-01, eta: 3 days, 5:04:57, time: 1.704, data_time: 0.007, memory: 9063, top1_acc: 0.3537, top5_acc: 0.5988, loss_cls: 2.9813, loss: 2.9813, grad_norm: 1.2361 2020-08-05 07:34:14,451 - mmaction - INFO - Epoch [87][480/940] lr: 2.986e-01, eta: 3 days, 5:04:27, time: 1.795, data_time: 0.006, memory: 9063, top1_acc: 0.3408, top5_acc: 0.5895, loss_cls: 3.0168, loss: 3.0168, grad_norm: 1.2346 2020-08-05 07:34:48,835 - mmaction - INFO - Epoch [87][500/940] lr: 2.986e-01, eta: 3 days, 5:03:51, time: 1.722, data_time: 0.007, memory: 9063, top1_acc: 0.3461, top5_acc: 0.6002, loss_cls: 2.9904, loss: 2.9904, grad_norm: 1.2831 2020-08-05 07:35:22,873 - mmaction - INFO - Epoch [87][520/940] lr: 2.986e-01, eta: 3 days, 5:03:12, time: 1.701, data_time: 0.005, memory: 9063, top1_acc: 0.3398, top5_acc: 0.6018, loss_cls: 3.0092, loss: 3.0092, grad_norm: 1.2249 2020-08-05 07:35:57,699 - mmaction - INFO - Epoch [87][540/940] lr: 2.986e-01, eta: 3 days, 5:02:37, time: 1.743, data_time: 0.007, memory: 9063, top1_acc: 0.3518, top5_acc: 0.6098, loss_cls: 2.9805, loss: 2.9805, grad_norm: 1.2542 2020-08-05 07:36:30,535 - mmaction - INFO - Epoch [87][560/940] lr: 2.986e-01, eta: 3 days, 5:01:52, time: 1.640, data_time: 0.005, memory: 9063, top1_acc: 0.3455, top5_acc: 0.5932, loss_cls: 3.0058, loss: 3.0058, grad_norm: 1.2729 2020-08-05 07:37:06,179 - mmaction - INFO - Epoch [87][580/940] lr: 2.986e-01, eta: 3 days, 5:01:22, time: 1.783, data_time: 0.007, memory: 9063, top1_acc: 0.3451, top5_acc: 0.5959, loss_cls: 2.9990, loss: 2.9990, grad_norm: 1.2629 2020-08-05 07:37:39,373 - mmaction - INFO - Epoch [87][600/940] lr: 2.986e-01, eta: 3 days, 5:00:39, time: 1.660, data_time: 0.005, memory: 9063, top1_acc: 0.3537, top5_acc: 0.6033, loss_cls: 2.9457, loss: 2.9457, grad_norm: 1.2568 2020-08-05 07:38:14,021 - mmaction - INFO - Epoch [87][620/940] lr: 2.986e-01, eta: 3 days, 5:00:03, time: 1.732, data_time: 0.007, memory: 9063, top1_acc: 0.3363, top5_acc: 0.5887, loss_cls: 3.0293, loss: 3.0293, grad_norm: 1.2389 2020-08-05 07:38:48,928 - mmaction - INFO - Epoch [87][640/940] lr: 2.986e-01, eta: 3 days, 4:59:29, time: 1.747, data_time: 0.005, memory: 9063, top1_acc: 0.3418, top5_acc: 0.5975, loss_cls: 3.0194, loss: 3.0194, grad_norm: 1.2725 2020-08-05 07:39:25,223 - mmaction - INFO - Epoch [87][660/940] lr: 2.986e-01, eta: 3 days, 4:59:01, time: 1.815, data_time: 0.003, memory: 9063, top1_acc: 0.3434, top5_acc: 0.5943, loss_cls: 2.9847, loss: 2.9847, grad_norm: 1.2348 2020-08-05 07:39:58,691 - mmaction - INFO - Epoch [87][680/940] lr: 2.986e-01, eta: 3 days, 4:58:19, time: 1.671, data_time: 0.004, memory: 9063, top1_acc: 0.3598, top5_acc: 0.6035, loss_cls: 2.9653, loss: 2.9653, grad_norm: 1.2457 2020-08-05 07:40:33,864 - mmaction - INFO - Epoch [87][700/940] lr: 2.986e-01, eta: 3 days, 4:57:46, time: 1.761, data_time: 0.006, memory: 9063, top1_acc: 0.3354, top5_acc: 0.5914, loss_cls: 3.0290, loss: 3.0290, grad_norm: 1.2548 2020-08-05 07:41:06,492 - mmaction - INFO - Epoch [87][720/940] lr: 2.986e-01, eta: 3 days, 4:57:01, time: 1.629, data_time: 0.004, memory: 9063, top1_acc: 0.3441, top5_acc: 0.5938, loss_cls: 3.0077, loss: 3.0077, grad_norm: 1.2360 2020-08-05 07:41:40,529 - mmaction - INFO - Epoch [87][740/940] lr: 2.986e-01, eta: 3 days, 4:56:22, time: 1.699, data_time: 0.006, memory: 9063, top1_acc: 0.3598, top5_acc: 0.6092, loss_cls: 2.9280, loss: 2.9280, grad_norm: 1.2474 2020-08-05 07:42:14,434 - mmaction - INFO - Epoch [87][760/940] lr: 2.986e-01, eta: 3 days, 4:55:43, time: 1.699, data_time: 0.007, memory: 9063, top1_acc: 0.3393, top5_acc: 0.5922, loss_cls: 3.0241, loss: 3.0241, grad_norm: 1.2595 2020-08-05 07:42:50,441 - mmaction - INFO - Epoch [87][780/940] lr: 2.986e-01, eta: 3 days, 4:55:14, time: 1.800, data_time: 0.005, memory: 9063, top1_acc: 0.3508, top5_acc: 0.6008, loss_cls: 2.9786, loss: 2.9786, grad_norm: 1.2483 2020-08-05 07:43:23,987 - mmaction - INFO - Epoch [87][800/940] lr: 2.986e-01, eta: 3 days, 4:54:33, time: 1.678, data_time: 0.005, memory: 9063, top1_acc: 0.3623, top5_acc: 0.6092, loss_cls: 2.9353, loss: 2.9353, grad_norm: 1.2160 2020-08-05 07:43:57,359 - mmaction - INFO - Epoch [87][820/940] lr: 2.986e-01, eta: 3 days, 4:53:51, time: 1.668, data_time: 0.005, memory: 9063, top1_acc: 0.3486, top5_acc: 0.6051, loss_cls: 2.9898, loss: 2.9898, grad_norm: 1.2606 2020-08-05 07:44:31,854 - mmaction - INFO - Epoch [87][840/940] lr: 2.986e-01, eta: 3 days, 4:53:14, time: 1.726, data_time: 0.005, memory: 9063, top1_acc: 0.3486, top5_acc: 0.6000, loss_cls: 3.0021, loss: 3.0021, grad_norm: 1.2354 2020-08-05 07:45:06,686 - mmaction - INFO - Epoch [87][860/940] lr: 2.986e-01, eta: 3 days, 4:52:39, time: 1.741, data_time: 0.002, memory: 9063, top1_acc: 0.3438, top5_acc: 0.6092, loss_cls: 2.9515, loss: 2.9515, grad_norm: 1.2678 2020-08-05 07:45:40,761 - mmaction - INFO - Epoch [87][880/940] lr: 2.986e-01, eta: 3 days, 4:52:01, time: 1.705, data_time: 0.005, memory: 9063, top1_acc: 0.3354, top5_acc: 0.5955, loss_cls: 3.0216, loss: 3.0216, grad_norm: 1.2743 2020-08-05 07:46:15,028 - mmaction - INFO - Epoch [87][900/940] lr: 2.986e-01, eta: 3 days, 4:51:23, time: 1.711, data_time: 0.005, memory: 9063, top1_acc: 0.3414, top5_acc: 0.5916, loss_cls: 3.0234, loss: 3.0234, grad_norm: 1.2391 2020-08-05 07:46:47,262 - mmaction - INFO - Epoch [87][920/940] lr: 2.986e-01, eta: 3 days, 4:50:36, time: 1.613, data_time: 0.005, memory: 9063, top1_acc: 0.3576, top5_acc: 0.6100, loss_cls: 2.9147, loss: 2.9147, grad_norm: 1.2537 2020-08-05 07:47:20,594 - mmaction - INFO - Epoch [87][940/940] lr: 2.986e-01, eta: 3 days, 4:49:54, time: 1.664, data_time: 0.007, memory: 9063, top1_acc: 0.3448, top5_acc: 0.5895, loss_cls: 3.0257, loss: 3.0257, grad_norm: 1.2645 2020-08-05 07:47:59,666 - mmaction - INFO - Epoch [88][20/940] lr: 2.964e-01, eta: 3 days, 4:49:38, time: 1.941, data_time: 0.433, memory: 9063, top1_acc: 0.3469, top5_acc: 0.5926, loss_cls: 3.0050, loss: 3.0050, grad_norm: 1.2529 2020-08-05 07:48:33,128 - mmaction - INFO - Epoch [88][40/940] lr: 2.964e-01, eta: 3 days, 4:48:57, time: 1.671, data_time: 0.005, memory: 9063, top1_acc: 0.3658, top5_acc: 0.6133, loss_cls: 2.8984, loss: 2.8984, grad_norm: 1.2743 2020-08-05 07:49:07,162 - mmaction - INFO - Epoch [88][60/940] lr: 2.964e-01, eta: 3 days, 4:48:18, time: 1.701, data_time: 0.007, memory: 9063, top1_acc: 0.3412, top5_acc: 0.5994, loss_cls: 2.9933, loss: 2.9933, grad_norm: 1.2788 2020-08-05 07:49:40,542 - mmaction - INFO - Epoch [88][80/940] lr: 2.964e-01, eta: 3 days, 4:47:37, time: 1.672, data_time: 0.006, memory: 9063, top1_acc: 0.3469, top5_acc: 0.5990, loss_cls: 2.9776, loss: 2.9776, grad_norm: 1.2410 2020-08-05 07:50:14,789 - mmaction - INFO - Epoch [88][100/940] lr: 2.964e-01, eta: 3 days, 4:46:59, time: 1.710, data_time: 0.006, memory: 9063, top1_acc: 0.3479, top5_acc: 0.5959, loss_cls: 2.9660, loss: 2.9660, grad_norm: 1.2604 2020-08-05 07:50:48,936 - mmaction - INFO - Epoch [88][120/940] lr: 2.964e-01, eta: 3 days, 4:46:21, time: 1.707, data_time: 0.007, memory: 9063, top1_acc: 0.3496, top5_acc: 0.6047, loss_cls: 2.9510, loss: 2.9510, grad_norm: 1.2522 2020-08-05 07:51:22,557 - mmaction - INFO - Epoch [88][140/940] lr: 2.964e-01, eta: 3 days, 4:45:40, time: 1.682, data_time: 0.008, memory: 9063, top1_acc: 0.3434, top5_acc: 0.5967, loss_cls: 2.9734, loss: 2.9734, grad_norm: 1.2438 2020-08-05 07:51:57,058 - mmaction - INFO - Epoch [88][160/940] lr: 2.964e-01, eta: 3 days, 4:45:04, time: 1.725, data_time: 0.006, memory: 9063, top1_acc: 0.3527, top5_acc: 0.6006, loss_cls: 2.9964, loss: 2.9964, grad_norm: 1.2424 2020-08-05 07:52:30,697 - mmaction - INFO - Epoch [88][180/940] lr: 2.964e-01, eta: 3 days, 4:44:23, time: 1.685, data_time: 0.007, memory: 9063, top1_acc: 0.3617, top5_acc: 0.6217, loss_cls: 2.8711, loss: 2.8711, grad_norm: 1.2575 2020-08-05 07:53:04,218 - mmaction - INFO - Epoch [88][200/940] lr: 2.964e-01, eta: 3 days, 4:43:42, time: 1.676, data_time: 0.002, memory: 9063, top1_acc: 0.3619, top5_acc: 0.6096, loss_cls: 2.9432, loss: 2.9432, grad_norm: 1.2563 2020-08-05 07:53:38,677 - mmaction - INFO - Epoch [88][220/940] lr: 2.964e-01, eta: 3 days, 4:43:06, time: 1.719, data_time: 0.005, memory: 9063, top1_acc: 0.3461, top5_acc: 0.6012, loss_cls: 2.9892, loss: 2.9892, grad_norm: 1.2591 2020-08-05 07:54:12,062 - mmaction - INFO - Epoch [88][240/940] lr: 2.964e-01, eta: 3 days, 4:42:24, time: 1.673, data_time: 0.007, memory: 9063, top1_acc: 0.3418, top5_acc: 0.5900, loss_cls: 3.0275, loss: 3.0275, grad_norm: 1.2432 2020-08-05 07:54:45,363 - mmaction - INFO - Epoch [88][260/940] lr: 2.964e-01, eta: 3 days, 4:41:42, time: 1.664, data_time: 0.008, memory: 9063, top1_acc: 0.3396, top5_acc: 0.5994, loss_cls: 2.9941, loss: 2.9941, grad_norm: 1.2803 2020-08-05 07:55:20,065 - mmaction - INFO - Epoch [88][280/940] lr: 2.964e-01, eta: 3 days, 4:41:07, time: 1.735, data_time: 0.005, memory: 9063, top1_acc: 0.3494, top5_acc: 0.6092, loss_cls: 2.9511, loss: 2.9511, grad_norm: 1.2479 2020-08-05 07:55:53,425 - mmaction - INFO - Epoch [88][300/940] lr: 2.964e-01, eta: 3 days, 4:40:25, time: 1.669, data_time: 0.004, memory: 9063, top1_acc: 0.3531, top5_acc: 0.6016, loss_cls: 2.9966, loss: 2.9966, grad_norm: 1.2557 2020-08-05 07:56:29,155 - mmaction - INFO - Epoch [88][320/940] lr: 2.964e-01, eta: 3 days, 4:39:54, time: 1.785, data_time: 0.005, memory: 9063, top1_acc: 0.3656, top5_acc: 0.6049, loss_cls: 2.9340, loss: 2.9340, grad_norm: 1.2382 2020-08-05 07:57:03,020 - mmaction - INFO - Epoch [88][340/940] lr: 2.964e-01, eta: 3 days, 4:39:15, time: 1.695, data_time: 0.006, memory: 9063, top1_acc: 0.3480, top5_acc: 0.6041, loss_cls: 2.9536, loss: 2.9536, grad_norm: 1.2597 2020-08-05 07:57:38,050 - mmaction - INFO - Epoch [88][360/940] lr: 2.964e-01, eta: 3 days, 4:38:41, time: 1.752, data_time: 0.005, memory: 9063, top1_acc: 0.3465, top5_acc: 0.6023, loss_cls: 2.9799, loss: 2.9799, grad_norm: 1.2647 2020-08-05 07:58:11,670 - mmaction - INFO - Epoch [88][380/940] lr: 2.964e-01, eta: 3 days, 4:38:01, time: 1.679, data_time: 0.005, memory: 9063, top1_acc: 0.3488, top5_acc: 0.6008, loss_cls: 2.9698, loss: 2.9698, grad_norm: 1.2859 2020-08-05 07:58:45,286 - mmaction - INFO - Epoch [88][400/940] lr: 2.964e-01, eta: 3 days, 4:37:20, time: 1.680, data_time: 0.007, memory: 9063, top1_acc: 0.3576, top5_acc: 0.6131, loss_cls: 2.9316, loss: 2.9316, grad_norm: 1.2532 2020-08-05 07:59:18,414 - mmaction - INFO - Epoch [88][420/940] lr: 2.964e-01, eta: 3 days, 4:36:37, time: 1.658, data_time: 0.006, memory: 9063, top1_acc: 0.3477, top5_acc: 0.5891, loss_cls: 3.0081, loss: 3.0081, grad_norm: 1.2549 2020-08-05 07:59:53,626 - mmaction - INFO - Epoch [88][440/940] lr: 2.964e-01, eta: 3 days, 4:36:04, time: 1.758, data_time: 0.005, memory: 9063, top1_acc: 0.3584, top5_acc: 0.6191, loss_cls: 2.8974, loss: 2.8974, grad_norm: 1.2520 2020-08-05 08:00:29,181 - mmaction - INFO - Epoch [88][460/940] lr: 2.964e-01, eta: 3 days, 4:35:33, time: 1.773, data_time: 0.006, memory: 9063, top1_acc: 0.3434, top5_acc: 0.5900, loss_cls: 3.0292, loss: 3.0292, grad_norm: 1.2661 2020-08-05 08:01:03,851 - mmaction - INFO - Epoch [88][480/940] lr: 2.964e-01, eta: 3 days, 4:34:58, time: 1.740, data_time: 0.016, memory: 9063, top1_acc: 0.3516, top5_acc: 0.5982, loss_cls: 2.9680, loss: 2.9680, grad_norm: 1.2372 2020-08-05 08:01:37,376 - mmaction - INFO - Epoch [88][500/940] lr: 2.964e-01, eta: 3 days, 4:34:17, time: 1.675, data_time: 0.007, memory: 9063, top1_acc: 0.3551, top5_acc: 0.6057, loss_cls: 2.9825, loss: 2.9825, grad_norm: 1.2622 2020-08-05 08:02:10,915 - mmaction - INFO - Epoch [88][520/940] lr: 2.964e-01, eta: 3 days, 4:33:36, time: 1.678, data_time: 0.005, memory: 9063, top1_acc: 0.3432, top5_acc: 0.6000, loss_cls: 2.9762, loss: 2.9762, grad_norm: 1.2400 2020-08-05 08:02:46,474 - mmaction - INFO - Epoch [88][540/940] lr: 2.964e-01, eta: 3 days, 4:33:04, time: 1.775, data_time: 0.008, memory: 9063, top1_acc: 0.3436, top5_acc: 0.5994, loss_cls: 2.9409, loss: 2.9409, grad_norm: 1.2599 2020-08-05 08:03:19,176 - mmaction - INFO - Epoch [88][560/940] lr: 2.964e-01, eta: 3 days, 4:32:20, time: 1.638, data_time: 0.007, memory: 9063, top1_acc: 0.3451, top5_acc: 0.5969, loss_cls: 3.0083, loss: 3.0083, grad_norm: 1.2455 2020-08-05 08:03:53,697 - mmaction - INFO - Epoch [88][580/940] lr: 2.964e-01, eta: 3 days, 4:31:43, time: 1.722, data_time: 0.005, memory: 9063, top1_acc: 0.3328, top5_acc: 0.5914, loss_cls: 3.0406, loss: 3.0406, grad_norm: 1.2916 2020-08-05 08:04:27,338 - mmaction - INFO - Epoch [88][600/940] lr: 2.964e-01, eta: 3 days, 4:31:03, time: 1.686, data_time: 0.007, memory: 9063, top1_acc: 0.3471, top5_acc: 0.6041, loss_cls: 2.9401, loss: 2.9401, grad_norm: 1.2344 2020-08-05 08:05:01,345 - mmaction - INFO - Epoch [88][620/940] lr: 2.964e-01, eta: 3 days, 4:30:25, time: 1.698, data_time: 0.005, memory: 9063, top1_acc: 0.3471, top5_acc: 0.5977, loss_cls: 2.9787, loss: 2.9787, grad_norm: 1.2517 2020-08-05 08:05:35,658 - mmaction - INFO - Epoch [88][640/940] lr: 2.964e-01, eta: 3 days, 4:29:47, time: 1.716, data_time: 0.006, memory: 9063, top1_acc: 0.3314, top5_acc: 0.5758, loss_cls: 3.0853, loss: 3.0853, grad_norm: 1.2740 2020-08-05 08:06:09,541 - mmaction - INFO - Epoch [88][660/940] lr: 2.964e-01, eta: 3 days, 4:29:08, time: 1.694, data_time: 0.007, memory: 9063, top1_acc: 0.3451, top5_acc: 0.5992, loss_cls: 2.9958, loss: 2.9958, grad_norm: 1.2488 2020-08-05 08:06:45,476 - mmaction - INFO - Epoch [88][680/940] lr: 2.964e-01, eta: 3 days, 4:28:39, time: 1.798, data_time: 0.005, memory: 9063, top1_acc: 0.3529, top5_acc: 0.5959, loss_cls: 2.9770, loss: 2.9770, grad_norm: 1.2633 2020-08-05 08:07:19,348 - mmaction - INFO - Epoch [88][700/940] lr: 2.964e-01, eta: 3 days, 4:27:59, time: 1.691, data_time: 0.004, memory: 9063, top1_acc: 0.3570, top5_acc: 0.6023, loss_cls: 2.9722, loss: 2.9722, grad_norm: 1.2631 2020-08-05 08:07:52,285 - mmaction - INFO - Epoch [88][720/940] lr: 2.964e-01, eta: 3 days, 4:27:16, time: 1.649, data_time: 0.007, memory: 9063, top1_acc: 0.3527, top5_acc: 0.6053, loss_cls: 2.9828, loss: 2.9828, grad_norm: 1.2762 2020-08-05 08:08:26,905 - mmaction - INFO - Epoch [88][740/940] lr: 2.964e-01, eta: 3 days, 4:26:40, time: 1.728, data_time: 0.005, memory: 9063, top1_acc: 0.3404, top5_acc: 0.6088, loss_cls: 2.9359, loss: 2.9359, grad_norm: 1.2777 2020-08-05 08:09:00,686 - mmaction - INFO - Epoch [88][760/940] lr: 2.964e-01, eta: 3 days, 4:26:00, time: 1.690, data_time: 0.006, memory: 9063, top1_acc: 0.3340, top5_acc: 0.5939, loss_cls: 3.0054, loss: 3.0054, grad_norm: 1.2602 2020-08-05 08:09:35,548 - mmaction - INFO - Epoch [88][780/940] lr: 2.964e-01, eta: 3 days, 4:25:26, time: 1.745, data_time: 0.006, memory: 9063, top1_acc: 0.3506, top5_acc: 0.6047, loss_cls: 2.9573, loss: 2.9573, grad_norm: 1.2465 2020-08-05 08:10:09,644 - mmaction - INFO - Epoch [88][800/940] lr: 2.964e-01, eta: 3 days, 4:24:48, time: 1.704, data_time: 0.005, memory: 9063, top1_acc: 0.3430, top5_acc: 0.5992, loss_cls: 2.9930, loss: 2.9930, grad_norm: 1.2487 2020-08-05 08:10:43,321 - mmaction - INFO - Epoch [88][820/940] lr: 2.964e-01, eta: 3 days, 4:24:08, time: 1.684, data_time: 0.004, memory: 9063, top1_acc: 0.3480, top5_acc: 0.5941, loss_cls: 2.9721, loss: 2.9721, grad_norm: 1.2541 2020-08-05 08:11:16,902 - mmaction - INFO - Epoch [88][840/940] lr: 2.964e-01, eta: 3 days, 4:23:27, time: 1.678, data_time: 0.006, memory: 9063, top1_acc: 0.3607, top5_acc: 0.5969, loss_cls: 2.9784, loss: 2.9784, grad_norm: 1.2503 2020-08-05 08:11:50,199 - mmaction - INFO - Epoch [88][860/940] lr: 2.964e-01, eta: 3 days, 4:22:45, time: 1.666, data_time: 0.005, memory: 9063, top1_acc: 0.3471, top5_acc: 0.5977, loss_cls: 2.9925, loss: 2.9925, grad_norm: 1.2720 2020-08-05 08:12:24,309 - mmaction - INFO - Epoch [88][880/940] lr: 2.964e-01, eta: 3 days, 4:22:07, time: 1.703, data_time: 0.005, memory: 9063, top1_acc: 0.3385, top5_acc: 0.5947, loss_cls: 3.0248, loss: 3.0248, grad_norm: 1.2493 2020-08-05 08:12:59,252 - mmaction - INFO - Epoch [88][900/940] lr: 2.964e-01, eta: 3 days, 4:21:33, time: 1.750, data_time: 0.006, memory: 9063, top1_acc: 0.3535, top5_acc: 0.5973, loss_cls: 2.9839, loss: 2.9839, grad_norm: 1.2673 2020-08-05 08:13:33,450 - mmaction - INFO - Epoch [88][920/940] lr: 2.964e-01, eta: 3 days, 4:20:55, time: 1.707, data_time: 0.005, memory: 9063, top1_acc: 0.3395, top5_acc: 0.5998, loss_cls: 2.9784, loss: 2.9784, grad_norm: 1.2380 2020-08-05 08:14:06,409 - mmaction - INFO - Epoch [88][940/940] lr: 2.964e-01, eta: 3 days, 4:20:12, time: 1.650, data_time: 0.006, memory: 9063, top1_acc: 0.3515, top5_acc: 0.6084, loss_cls: 2.9585, loss: 2.9585, grad_norm: 1.2576 2020-08-05 08:14:06,818 - mmaction - INFO - Saving checkpoint at 88 epochs 2020-08-05 08:14:48,083 - mmaction - INFO - Epoch [89][20/940] lr: 2.943e-01, eta: 3 days, 4:20:04, time: 2.021, data_time: 0.495, memory: 9063, top1_acc: 0.3457, top5_acc: 0.5943, loss_cls: 2.9918, loss: 2.9918, grad_norm: 1.2560 2020-08-05 08:15:21,041 - mmaction - INFO - Epoch [89][40/940] lr: 2.943e-01, eta: 3 days, 4:19:20, time: 1.646, data_time: 0.006, memory: 9063, top1_acc: 0.3396, top5_acc: 0.5979, loss_cls: 2.9970, loss: 2.9970, grad_norm: 1.2480 2020-08-05 08:15:53,728 - mmaction - INFO - Epoch [89][60/940] lr: 2.943e-01, eta: 3 days, 4:18:36, time: 1.638, data_time: 0.007, memory: 9063, top1_acc: 0.3533, top5_acc: 0.6016, loss_cls: 2.9776, loss: 2.9776, grad_norm: 1.2792 2020-08-05 08:16:27,230 - mmaction - INFO - Epoch [89][80/940] lr: 2.943e-01, eta: 3 days, 4:17:54, time: 1.671, data_time: 0.005, memory: 9063, top1_acc: 0.3418, top5_acc: 0.6100, loss_cls: 2.9922, loss: 2.9922, grad_norm: 1.2655 2020-08-05 08:17:02,353 - mmaction - INFO - Epoch [89][100/940] lr: 2.943e-01, eta: 3 days, 4:17:21, time: 1.761, data_time: 0.007, memory: 9063, top1_acc: 0.3572, top5_acc: 0.6014, loss_cls: 2.9571, loss: 2.9571, grad_norm: 1.2385 2020-08-05 08:17:36,019 - mmaction - INFO - Epoch [89][120/940] lr: 2.943e-01, eta: 3 days, 4:16:41, time: 1.680, data_time: 0.004, memory: 9063, top1_acc: 0.3496, top5_acc: 0.6062, loss_cls: 2.9674, loss: 2.9674, grad_norm: 1.2804 2020-08-05 08:18:11,231 - mmaction - INFO - Epoch [89][140/940] lr: 2.943e-01, eta: 3 days, 4:16:08, time: 1.762, data_time: 0.007, memory: 9063, top1_acc: 0.3521, top5_acc: 0.5963, loss_cls: 2.9818, loss: 2.9818, grad_norm: 1.2612 2020-08-05 08:18:45,218 - mmaction - INFO - Epoch [89][160/940] lr: 2.943e-01, eta: 3 days, 4:15:30, time: 1.698, data_time: 0.006, memory: 9063, top1_acc: 0.3598, top5_acc: 0.6123, loss_cls: 2.9137, loss: 2.9137, grad_norm: 1.2404 2020-08-05 08:19:18,676 - mmaction - INFO - Epoch [89][180/940] lr: 2.943e-01, eta: 3 days, 4:14:49, time: 1.675, data_time: 0.007, memory: 9063, top1_acc: 0.3693, top5_acc: 0.6221, loss_cls: 2.8757, loss: 2.8757, grad_norm: 1.2383 2020-08-05 08:19:53,430 - mmaction - INFO - Epoch [89][200/940] lr: 2.943e-01, eta: 3 days, 4:14:14, time: 1.736, data_time: 0.004, memory: 9063, top1_acc: 0.3637, top5_acc: 0.6119, loss_cls: 2.8937, loss: 2.8937, grad_norm: 1.2603 2020-08-05 08:20:29,147 - mmaction - INFO - Epoch [89][220/940] lr: 2.943e-01, eta: 3 days, 4:13:43, time: 1.783, data_time: 0.005, memory: 9063, top1_acc: 0.3436, top5_acc: 0.5930, loss_cls: 3.0087, loss: 3.0087, grad_norm: 1.2461 2020-08-05 08:21:04,126 - mmaction - INFO - Epoch [89][240/940] lr: 2.943e-01, eta: 3 days, 4:13:09, time: 1.751, data_time: 0.009, memory: 9063, top1_acc: 0.3645, top5_acc: 0.6211, loss_cls: 2.9002, loss: 2.9002, grad_norm: 1.2445 2020-08-05 08:21:37,702 - mmaction - INFO - Epoch [89][260/940] lr: 2.943e-01, eta: 3 days, 4:12:29, time: 1.681, data_time: 0.006, memory: 9063, top1_acc: 0.3414, top5_acc: 0.6008, loss_cls: 2.9914, loss: 2.9914, grad_norm: 1.2441 2020-08-05 08:22:13,252 - mmaction - INFO - Epoch [89][280/940] lr: 2.943e-01, eta: 3 days, 4:11:57, time: 1.778, data_time: 0.003, memory: 9063, top1_acc: 0.3373, top5_acc: 0.5904, loss_cls: 3.0437, loss: 3.0437, grad_norm: 1.2766 2020-08-05 08:22:47,150 - mmaction - INFO - Epoch [89][300/940] lr: 2.943e-01, eta: 3 days, 4:11:18, time: 1.695, data_time: 0.002, memory: 9063, top1_acc: 0.3521, top5_acc: 0.6031, loss_cls: 2.9754, loss: 2.9754, grad_norm: 1.2558 2020-08-05 08:23:21,598 - mmaction - INFO - Epoch [89][320/940] lr: 2.943e-01, eta: 3 days, 4:10:42, time: 1.720, data_time: 0.005, memory: 9063, top1_acc: 0.3574, top5_acc: 0.6178, loss_cls: 2.9662, loss: 2.9662, grad_norm: 1.2627 2020-08-05 08:23:55,156 - mmaction - INFO - Epoch [89][340/940] lr: 2.943e-01, eta: 3 days, 4:10:01, time: 1.680, data_time: 0.006, memory: 9063, top1_acc: 0.3645, top5_acc: 0.6137, loss_cls: 2.9228, loss: 2.9228, grad_norm: 1.2330 2020-08-05 08:24:32,041 - mmaction - INFO - Epoch [89][360/940] lr: 2.943e-01, eta: 3 days, 4:09:36, time: 1.843, data_time: 0.005, memory: 9063, top1_acc: 0.3412, top5_acc: 0.6090, loss_cls: 2.9465, loss: 2.9465, grad_norm: 1.2736 2020-08-05 08:25:05,153 - mmaction - INFO - Epoch [89][380/940] lr: 2.943e-01, eta: 3 days, 4:08:54, time: 1.657, data_time: 0.005, memory: 9063, top1_acc: 0.3459, top5_acc: 0.5959, loss_cls: 2.9976, loss: 2.9976, grad_norm: 1.2393 2020-08-05 08:25:39,325 - mmaction - INFO - Epoch [89][400/940] lr: 2.943e-01, eta: 3 days, 4:08:16, time: 1.708, data_time: 0.002, memory: 9063, top1_acc: 0.3551, top5_acc: 0.6008, loss_cls: 2.9679, loss: 2.9679, grad_norm: 1.2599 2020-08-05 08:26:13,391 - mmaction - INFO - Epoch [89][420/940] lr: 2.943e-01, eta: 3 days, 4:07:37, time: 1.702, data_time: 0.005, memory: 9063, top1_acc: 0.3625, top5_acc: 0.6131, loss_cls: 2.9254, loss: 2.9254, grad_norm: 1.2525 2020-08-05 08:26:48,436 - mmaction - INFO - Epoch [89][440/940] lr: 2.943e-01, eta: 3 days, 4:07:04, time: 1.754, data_time: 0.006, memory: 9063, top1_acc: 0.3381, top5_acc: 0.5957, loss_cls: 2.9879, loss: 2.9879, grad_norm: 1.2555 2020-08-05 08:27:23,268 - mmaction - INFO - Epoch [89][460/940] lr: 2.943e-01, eta: 3 days, 4:06:29, time: 1.740, data_time: 0.005, memory: 9063, top1_acc: 0.3422, top5_acc: 0.5979, loss_cls: 2.9904, loss: 2.9904, grad_norm: 1.2726 2020-08-05 08:27:57,399 - mmaction - INFO - Epoch [89][480/940] lr: 2.943e-01, eta: 3 days, 4:05:51, time: 1.708, data_time: 0.005, memory: 9063, top1_acc: 0.3361, top5_acc: 0.5914, loss_cls: 3.0158, loss: 3.0158, grad_norm: 1.2608 2020-08-05 08:28:32,109 - mmaction - INFO - Epoch [89][500/940] lr: 2.943e-01, eta: 3 days, 4:05:16, time: 1.734, data_time: 0.005, memory: 9063, top1_acc: 0.3508, top5_acc: 0.6076, loss_cls: 2.9629, loss: 2.9629, grad_norm: 1.2548 2020-08-05 08:29:06,813 - mmaction - INFO - Epoch [89][520/940] lr: 2.943e-01, eta: 3 days, 4:04:41, time: 1.735, data_time: 0.005, memory: 9063, top1_acc: 0.3613, top5_acc: 0.6109, loss_cls: 2.9257, loss: 2.9257, grad_norm: 1.2347 2020-08-05 08:29:40,234 - mmaction - INFO - Epoch [89][540/940] lr: 2.943e-01, eta: 3 days, 4:04:00, time: 1.672, data_time: 0.005, memory: 9063, top1_acc: 0.3527, top5_acc: 0.5947, loss_cls: 2.9574, loss: 2.9574, grad_norm: 1.2425 2020-08-05 08:30:14,151 - mmaction - INFO - Epoch [89][560/940] lr: 2.943e-01, eta: 3 days, 4:03:21, time: 1.694, data_time: 0.008, memory: 9063, top1_acc: 0.3584, top5_acc: 0.6129, loss_cls: 2.9009, loss: 2.9009, grad_norm: 1.2618 2020-08-05 08:30:48,545 - mmaction - INFO - Epoch [89][580/940] lr: 2.943e-01, eta: 3 days, 4:02:44, time: 1.719, data_time: 0.006, memory: 9063, top1_acc: 0.3510, top5_acc: 0.5969, loss_cls: 2.9846, loss: 2.9846, grad_norm: 1.2718 2020-08-05 08:31:23,595 - mmaction - INFO - Epoch [89][600/940] lr: 2.943e-01, eta: 3 days, 4:02:10, time: 1.751, data_time: 0.007, memory: 9063, top1_acc: 0.3412, top5_acc: 0.5965, loss_cls: 3.0137, loss: 3.0137, grad_norm: 1.2339 2020-08-05 08:31:57,388 - mmaction - INFO - Epoch [89][620/940] lr: 2.943e-01, eta: 3 days, 4:01:31, time: 1.693, data_time: 0.007, memory: 9063, top1_acc: 0.3260, top5_acc: 0.5844, loss_cls: 3.0561, loss: 3.0561, grad_norm: 1.2503 2020-08-05 08:32:32,125 - mmaction - INFO - Epoch [89][640/940] lr: 2.943e-01, eta: 3 days, 4:00:56, time: 1.737, data_time: 0.005, memory: 9063, top1_acc: 0.3422, top5_acc: 0.6037, loss_cls: 2.9961, loss: 2.9961, grad_norm: 1.2588 2020-08-05 08:33:06,479 - mmaction - INFO - Epoch [89][660/940] lr: 2.943e-01, eta: 3 days, 4:00:19, time: 1.718, data_time: 0.004, memory: 9063, top1_acc: 0.3545, top5_acc: 0.6098, loss_cls: 2.9523, loss: 2.9523, grad_norm: 1.2667 2020-08-05 08:33:41,416 - mmaction - INFO - Epoch [89][680/940] lr: 2.943e-01, eta: 3 days, 3:59:45, time: 1.745, data_time: 0.005, memory: 9063, top1_acc: 0.3418, top5_acc: 0.6000, loss_cls: 3.0008, loss: 3.0008, grad_norm: 1.2612 2020-08-05 08:34:15,479 - mmaction - INFO - Epoch [89][700/940] lr: 2.943e-01, eta: 3 days, 3:59:07, time: 1.705, data_time: 0.006, memory: 9063, top1_acc: 0.3592, top5_acc: 0.6047, loss_cls: 2.9467, loss: 2.9467, grad_norm: 1.2512 2020-08-05 08:34:49,176 - mmaction - INFO - Epoch [89][720/940] lr: 2.943e-01, eta: 3 days, 3:58:27, time: 1.683, data_time: 0.004, memory: 9063, top1_acc: 0.3445, top5_acc: 0.5918, loss_cls: 3.0047, loss: 3.0047, grad_norm: 1.2508 2020-08-05 08:35:21,399 - mmaction - INFO - Epoch [89][740/940] lr: 2.943e-01, eta: 3 days, 3:57:41, time: 1.612, data_time: 0.005, memory: 9063, top1_acc: 0.3441, top5_acc: 0.5971, loss_cls: 2.9677, loss: 2.9677, grad_norm: 1.2555 2020-08-05 08:35:57,617 - mmaction - INFO - Epoch [89][760/940] lr: 2.943e-01, eta: 3 days, 3:57:12, time: 1.811, data_time: 0.004, memory: 9063, top1_acc: 0.3484, top5_acc: 0.6027, loss_cls: 2.9437, loss: 2.9437, grad_norm: 1.2571 2020-08-05 08:36:31,288 - mmaction - INFO - Epoch [89][780/940] lr: 2.943e-01, eta: 3 days, 3:56:32, time: 1.681, data_time: 0.007, memory: 9063, top1_acc: 0.3346, top5_acc: 0.5916, loss_cls: 3.0132, loss: 3.0132, grad_norm: 1.2575 2020-08-05 08:37:04,612 - mmaction - INFO - Epoch [89][800/940] lr: 2.943e-01, eta: 3 days, 3:55:51, time: 1.669, data_time: 0.006, memory: 9063, top1_acc: 0.3502, top5_acc: 0.5967, loss_cls: 3.0163, loss: 3.0163, grad_norm: 1.2762 2020-08-05 08:37:39,241 - mmaction - INFO - Epoch [89][820/940] lr: 2.943e-01, eta: 3 days, 3:55:15, time: 1.730, data_time: 0.005, memory: 9063, top1_acc: 0.3420, top5_acc: 0.5947, loss_cls: 3.0011, loss: 3.0011, grad_norm: 1.2582 2020-08-05 08:38:14,062 - mmaction - INFO - Epoch [89][840/940] lr: 2.943e-01, eta: 3 days, 3:54:41, time: 1.742, data_time: 0.005, memory: 9063, top1_acc: 0.3383, top5_acc: 0.5951, loss_cls: 2.9953, loss: 2.9953, grad_norm: 1.2761 2020-08-05 08:38:48,778 - mmaction - INFO - Epoch [89][860/940] lr: 2.943e-01, eta: 3 days, 3:54:06, time: 1.737, data_time: 0.006, memory: 9063, top1_acc: 0.3568, top5_acc: 0.6061, loss_cls: 2.9634, loss: 2.9634, grad_norm: 1.2368 2020-08-05 08:39:23,434 - mmaction - INFO - Epoch [89][880/940] lr: 2.943e-01, eta: 3 days, 3:53:30, time: 1.732, data_time: 0.003, memory: 9063, top1_acc: 0.3486, top5_acc: 0.5977, loss_cls: 2.9799, loss: 2.9799, grad_norm: 1.2657 2020-08-05 08:39:56,983 - mmaction - INFO - Epoch [89][900/940] lr: 2.943e-01, eta: 3 days, 3:52:50, time: 1.678, data_time: 0.002, memory: 9063, top1_acc: 0.3332, top5_acc: 0.6006, loss_cls: 3.0122, loss: 3.0122, grad_norm: 1.3117 2020-08-05 08:40:31,558 - mmaction - INFO - Epoch [89][920/940] lr: 2.943e-01, eta: 3 days, 3:52:14, time: 1.727, data_time: 0.006, memory: 9063, top1_acc: 0.3639, top5_acc: 0.5998, loss_cls: 2.9535, loss: 2.9535, grad_norm: 1.2277 2020-08-05 08:41:04,931 - mmaction - INFO - Epoch [89][940/940] lr: 2.943e-01, eta: 3 days, 3:51:33, time: 1.668, data_time: 0.006, memory: 9063, top1_acc: 0.3466, top5_acc: 0.6037, loss_cls: 2.9666, loss: 2.9666, grad_norm: 1.2687 2020-08-05 08:41:45,172 - mmaction - INFO - Epoch [90][20/940] lr: 2.921e-01, eta: 3 days, 3:51:21, time: 1.999, data_time: 0.454, memory: 9063, top1_acc: 0.3453, top5_acc: 0.5955, loss_cls: 3.0037, loss: 3.0037, grad_norm: 1.2465 2020-08-05 08:42:18,884 - mmaction - INFO - Epoch [90][40/940] lr: 2.921e-01, eta: 3 days, 3:50:41, time: 1.684, data_time: 0.007, memory: 9063, top1_acc: 0.3387, top5_acc: 0.6023, loss_cls: 3.0016, loss: 3.0016, grad_norm: 1.2461 2020-08-05 08:42:52,809 - mmaction - INFO - Epoch [90][60/940] lr: 2.921e-01, eta: 3 days, 3:50:03, time: 1.698, data_time: 0.005, memory: 9063, top1_acc: 0.3498, top5_acc: 0.6113, loss_cls: 2.9197, loss: 2.9197, grad_norm: 1.2511 2020-08-05 08:43:26,808 - mmaction - INFO - Epoch [90][80/940] lr: 2.921e-01, eta: 3 days, 3:49:24, time: 1.695, data_time: 0.005, memory: 9063, top1_acc: 0.3646, top5_acc: 0.6162, loss_cls: 2.8938, loss: 2.8938, grad_norm: 1.2714 2020-08-05 08:44:00,922 - mmaction - INFO - Epoch [90][100/940] lr: 2.921e-01, eta: 3 days, 3:48:47, time: 1.710, data_time: 0.008, memory: 9063, top1_acc: 0.3623, top5_acc: 0.6135, loss_cls: 2.9310, loss: 2.9310, grad_norm: 1.2409 2020-08-05 08:44:34,257 - mmaction - INFO - Epoch [90][120/940] lr: 2.921e-01, eta: 3 days, 3:48:05, time: 1.665, data_time: 0.005, memory: 9063, top1_acc: 0.3594, top5_acc: 0.6143, loss_cls: 2.9246, loss: 2.9246, grad_norm: 1.2641 2020-08-05 08:45:08,346 - mmaction - INFO - Epoch [90][140/940] lr: 2.921e-01, eta: 3 days, 3:47:27, time: 1.707, data_time: 0.006, memory: 9063, top1_acc: 0.3432, top5_acc: 0.5904, loss_cls: 3.0039, loss: 3.0039, grad_norm: 1.2550 2020-08-05 08:45:42,515 - mmaction - INFO - Epoch [90][160/940] lr: 2.921e-01, eta: 3 days, 3:46:49, time: 1.706, data_time: 0.002, memory: 9063, top1_acc: 0.3492, top5_acc: 0.5975, loss_cls: 2.9751, loss: 2.9751, grad_norm: 1.2581 2020-08-05 08:46:17,072 - mmaction - INFO - Epoch [90][180/940] lr: 2.921e-01, eta: 3 days, 3:46:14, time: 1.730, data_time: 0.006, memory: 9063, top1_acc: 0.3561, top5_acc: 0.6057, loss_cls: 2.9397, loss: 2.9397, grad_norm: 1.2539 2020-08-05 08:46:50,574 - mmaction - INFO - Epoch [90][200/940] lr: 2.921e-01, eta: 3 days, 3:45:33, time: 1.673, data_time: 0.005, memory: 9063, top1_acc: 0.3574, top5_acc: 0.6035, loss_cls: 2.9441, loss: 2.9441, grad_norm: 1.2298 2020-08-05 08:47:25,428 - mmaction - INFO - Epoch [90][220/940] lr: 2.921e-01, eta: 3 days, 3:44:59, time: 1.745, data_time: 0.006, memory: 9063, top1_acc: 0.3631, top5_acc: 0.6059, loss_cls: 2.9562, loss: 2.9562, grad_norm: 1.2703 2020-08-05 08:47:59,285 - mmaction - INFO - Epoch [90][240/940] lr: 2.921e-01, eta: 3 days, 3:44:19, time: 1.690, data_time: 0.005, memory: 9063, top1_acc: 0.3615, top5_acc: 0.6117, loss_cls: 2.8997, loss: 2.8997, grad_norm: 1.2652 2020-08-05 08:48:34,014 - mmaction - INFO - Epoch [90][260/940] lr: 2.921e-01, eta: 3 days, 3:43:44, time: 1.733, data_time: 0.007, memory: 9063, top1_acc: 0.3482, top5_acc: 0.5930, loss_cls: 2.9929, loss: 2.9929, grad_norm: 1.2579 2020-08-05 08:49:07,890 - mmaction - INFO - Epoch [90][280/940] lr: 2.921e-01, eta: 3 days, 3:43:06, time: 1.698, data_time: 0.011, memory: 9063, top1_acc: 0.3482, top5_acc: 0.5979, loss_cls: 2.9691, loss: 2.9691, grad_norm: 1.2615 2020-08-05 08:49:43,415 - mmaction - INFO - Epoch [90][300/940] lr: 2.921e-01, eta: 3 days, 3:42:34, time: 1.778, data_time: 0.006, memory: 9063, top1_acc: 0.3531, top5_acc: 0.6066, loss_cls: 2.9351, loss: 2.9351, grad_norm: 1.2557 2020-08-05 08:50:18,291 - mmaction - INFO - Epoch [90][320/940] lr: 2.921e-01, eta: 3 days, 3:42:00, time: 1.742, data_time: 0.005, memory: 9063, top1_acc: 0.3355, top5_acc: 0.5951, loss_cls: 3.0068, loss: 3.0068, grad_norm: 1.2676 2020-08-05 08:50:52,849 - mmaction - INFO - Epoch [90][340/940] lr: 2.921e-01, eta: 3 days, 3:41:24, time: 1.730, data_time: 0.007, memory: 9063, top1_acc: 0.3537, top5_acc: 0.6055, loss_cls: 2.9536, loss: 2.9536, grad_norm: 1.2636 2020-08-05 08:51:25,838 - mmaction - INFO - Epoch [90][360/940] lr: 2.921e-01, eta: 3 days, 3:40:41, time: 1.647, data_time: 0.005, memory: 9063, top1_acc: 0.3602, top5_acc: 0.6100, loss_cls: 2.9350, loss: 2.9350, grad_norm: 1.2350 2020-08-05 08:51:59,596 - mmaction - INFO - Epoch [90][380/940] lr: 2.921e-01, eta: 3 days, 3:40:02, time: 1.691, data_time: 0.007, memory: 9063, top1_acc: 0.3477, top5_acc: 0.6035, loss_cls: 2.9745, loss: 2.9745, grad_norm: 1.2619 2020-08-05 08:52:33,977 - mmaction - INFO - Epoch [90][400/940] lr: 2.921e-01, eta: 3 days, 3:39:25, time: 1.717, data_time: 0.006, memory: 9063, top1_acc: 0.3533, top5_acc: 0.6115, loss_cls: 2.9481, loss: 2.9481, grad_norm: 1.2676 2020-08-05 08:53:07,425 - mmaction - INFO - Epoch [90][420/940] lr: 2.921e-01, eta: 3 days, 3:38:44, time: 1.674, data_time: 0.007, memory: 9063, top1_acc: 0.3543, top5_acc: 0.6084, loss_cls: 2.9561, loss: 2.9561, grad_norm: 1.2733 2020-08-05 08:53:40,830 - mmaction - INFO - Epoch [90][440/940] lr: 2.921e-01, eta: 3 days, 3:38:03, time: 1.668, data_time: 0.005, memory: 9063, top1_acc: 0.3537, top5_acc: 0.5986, loss_cls: 2.9516, loss: 2.9516, grad_norm: 1.2681 2020-08-05 08:54:15,109 - mmaction - INFO - Epoch [90][460/940] lr: 2.921e-01, eta: 3 days, 3:37:26, time: 1.713, data_time: 0.007, memory: 9063, top1_acc: 0.3543, top5_acc: 0.6131, loss_cls: 2.9332, loss: 2.9332, grad_norm: 1.2609 2020-08-05 08:54:49,014 - mmaction - INFO - Epoch [90][480/940] lr: 2.921e-01, eta: 3 days, 3:36:47, time: 1.695, data_time: 0.008, memory: 9063, top1_acc: 0.3648, top5_acc: 0.6162, loss_cls: 2.9165, loss: 2.9165, grad_norm: 1.2484 2020-08-05 08:55:24,056 - mmaction - INFO - Epoch [90][500/940] lr: 2.921e-01, eta: 3 days, 3:36:14, time: 1.751, data_time: 0.007, memory: 9063, top1_acc: 0.3463, top5_acc: 0.6008, loss_cls: 2.9730, loss: 2.9730, grad_norm: 1.2548 2020-08-05 08:55:58,616 - mmaction - INFO - Epoch [90][520/940] lr: 2.921e-01, eta: 3 days, 3:35:38, time: 1.732, data_time: 0.007, memory: 9063, top1_acc: 0.3520, top5_acc: 0.6053, loss_cls: 2.9903, loss: 2.9903, grad_norm: 1.2513 2020-08-05 08:56:32,650 - mmaction - INFO - Epoch [90][540/940] lr: 2.921e-01, eta: 3 days, 3:35:00, time: 1.701, data_time: 0.006, memory: 9063, top1_acc: 0.3547, top5_acc: 0.5967, loss_cls: 2.9758, loss: 2.9758, grad_norm: 1.2587 2020-08-05 08:57:06,175 - mmaction - INFO - Epoch [90][560/940] lr: 2.921e-01, eta: 3 days, 3:34:20, time: 1.677, data_time: 0.005, memory: 9063, top1_acc: 0.3369, top5_acc: 0.6006, loss_cls: 3.0079, loss: 3.0079, grad_norm: 1.2815 2020-08-05 08:57:40,890 - mmaction - INFO - Epoch [90][580/940] lr: 2.921e-01, eta: 3 days, 3:33:44, time: 1.733, data_time: 0.005, memory: 9063, top1_acc: 0.3543, top5_acc: 0.6051, loss_cls: 2.9290, loss: 2.9290, grad_norm: 1.2583 2020-08-05 08:58:15,533 - mmaction - INFO - Epoch [90][600/940] lr: 2.921e-01, eta: 3 days, 3:33:09, time: 1.735, data_time: 0.007, memory: 9063, top1_acc: 0.3387, top5_acc: 0.5920, loss_cls: 3.0229, loss: 3.0229, grad_norm: 1.2765 2020-08-05 08:58:48,742 - mmaction - INFO - Epoch [90][620/940] lr: 2.921e-01, eta: 3 days, 3:32:28, time: 1.661, data_time: 0.005, memory: 9063, top1_acc: 0.3410, top5_acc: 0.6014, loss_cls: 3.0185, loss: 3.0185, grad_norm: 1.2960 2020-08-05 08:59:23,137 - mmaction - INFO - Epoch [90][640/940] lr: 2.921e-01, eta: 3 days, 3:31:51, time: 1.719, data_time: 0.003, memory: 9063, top1_acc: 0.3479, top5_acc: 0.6062, loss_cls: 2.9583, loss: 2.9583, grad_norm: 1.2416 2020-08-05 08:59:57,255 - mmaction - INFO - Epoch [90][660/940] lr: 2.921e-01, eta: 3 days, 3:31:13, time: 1.704, data_time: 0.005, memory: 9063, top1_acc: 0.3482, top5_acc: 0.6053, loss_cls: 2.9877, loss: 2.9877, grad_norm: 1.2488 2020-08-05 09:00:32,526 - mmaction - INFO - Epoch [90][680/940] lr: 2.921e-01, eta: 3 days, 3:30:40, time: 1.758, data_time: 0.006, memory: 9063, top1_acc: 0.3551, top5_acc: 0.5986, loss_cls: 2.9863, loss: 2.9863, grad_norm: 1.2554 2020-08-05 09:01:06,287 - mmaction - INFO - Epoch [90][700/940] lr: 2.921e-01, eta: 3 days, 3:30:01, time: 1.695, data_time: 0.018, memory: 9063, top1_acc: 0.3461, top5_acc: 0.5953, loss_cls: 3.0048, loss: 3.0048, grad_norm: 1.2881 2020-08-05 09:01:39,957 - mmaction - INFO - Epoch [90][720/940] lr: 2.921e-01, eta: 3 days, 3:29:22, time: 1.683, data_time: 0.005, memory: 9063, top1_acc: 0.3471, top5_acc: 0.5943, loss_cls: 2.9805, loss: 2.9805, grad_norm: 1.2460 2020-08-05 09:02:14,631 - mmaction - INFO - Epoch [90][740/940] lr: 2.921e-01, eta: 3 days, 3:28:46, time: 1.735, data_time: 0.005, memory: 9063, top1_acc: 0.3449, top5_acc: 0.5980, loss_cls: 2.9857, loss: 2.9857, grad_norm: 1.2906 2020-08-05 09:02:48,935 - mmaction - INFO - Epoch [90][760/940] lr: 2.921e-01, eta: 3 days, 3:28:09, time: 1.712, data_time: 0.007, memory: 9063, top1_acc: 0.3633, top5_acc: 0.6156, loss_cls: 2.8954, loss: 2.8954, grad_norm: 1.2472 2020-08-05 09:03:23,922 - mmaction - INFO - Epoch [90][780/940] lr: 2.921e-01, eta: 3 days, 3:27:35, time: 1.750, data_time: 0.007, memory: 9063, top1_acc: 0.3434, top5_acc: 0.5961, loss_cls: 3.0069, loss: 3.0069, grad_norm: 1.2696 2020-08-05 09:03:58,605 - mmaction - INFO - Epoch [90][800/940] lr: 2.921e-01, eta: 3 days, 3:27:00, time: 1.733, data_time: 0.008, memory: 9063, top1_acc: 0.3459, top5_acc: 0.5955, loss_cls: 3.0115, loss: 3.0115, grad_norm: 1.2450 2020-08-05 09:04:32,532 - mmaction - INFO - Epoch [90][820/940] lr: 2.921e-01, eta: 3 days, 3:26:22, time: 1.700, data_time: 0.007, memory: 9063, top1_acc: 0.3518, top5_acc: 0.5988, loss_cls: 2.9309, loss: 2.9309, grad_norm: 1.2431 2020-08-05 09:05:06,139 - mmaction - INFO - Epoch [90][840/940] lr: 2.921e-01, eta: 3 days, 3:25:42, time: 1.680, data_time: 0.008, memory: 9063, top1_acc: 0.3393, top5_acc: 0.5941, loss_cls: 2.9945, loss: 2.9945, grad_norm: 1.2884 2020-08-05 09:05:41,446 - mmaction - INFO - Epoch [90][860/940] lr: 2.921e-01, eta: 3 days, 3:25:09, time: 1.766, data_time: 0.002, memory: 9063, top1_acc: 0.3461, top5_acc: 0.5930, loss_cls: 3.0313, loss: 3.0313, grad_norm: 1.2681 2020-08-05 09:06:14,675 - mmaction - INFO - Epoch [90][880/940] lr: 2.921e-01, eta: 3 days, 3:24:28, time: 1.660, data_time: 0.005, memory: 9063, top1_acc: 0.3566, top5_acc: 0.6010, loss_cls: 2.9593, loss: 2.9593, grad_norm: 1.2692 2020-08-05 09:06:50,676 - mmaction - INFO - Epoch [90][900/940] lr: 2.921e-01, eta: 3 days, 3:23:58, time: 1.800, data_time: 0.005, memory: 9063, top1_acc: 0.3457, top5_acc: 0.5961, loss_cls: 3.0026, loss: 3.0026, grad_norm: 1.2631 2020-08-05 09:07:24,394 - mmaction - INFO - Epoch [90][920/940] lr: 2.921e-01, eta: 3 days, 3:23:19, time: 1.684, data_time: 0.006, memory: 9063, top1_acc: 0.3506, top5_acc: 0.6055, loss_cls: 2.9473, loss: 2.9473, grad_norm: 1.2586 2020-08-05 09:07:56,504 - mmaction - INFO - Epoch [90][940/940] lr: 2.921e-01, eta: 3 days, 3:22:33, time: 1.608, data_time: 0.007, memory: 9063, top1_acc: 0.3371, top5_acc: 0.6009, loss_cls: 3.0081, loss: 3.0081, grad_norm: 1.2524 2020-08-05 09:09:02,534 - mmaction - INFO - Epoch [91][20/940] lr: 2.899e-01, eta: 3 days, 3:24:12, time: 3.277, data_time: 0.588, memory: 9063, top1_acc: 0.3416, top5_acc: 0.5973, loss_cls: 2.9888, loss: 2.9888, grad_norm: 1.2569 2020-08-05 09:09:32,795 - mmaction - INFO - Epoch [91][40/940] lr: 2.899e-01, eta: 3 days, 3:23:18, time: 1.516, data_time: 0.007, memory: 9063, top1_acc: 0.3576, top5_acc: 0.6031, loss_cls: 2.9300, loss: 2.9300, grad_norm: 1.2327 2020-08-05 09:10:07,782 - mmaction - INFO - Epoch [91][60/940] lr: 2.899e-01, eta: 3 days, 3:22:44, time: 1.749, data_time: 0.006, memory: 9063, top1_acc: 0.3613, top5_acc: 0.6184, loss_cls: 2.9033, loss: 2.9033, grad_norm: 1.2910 2020-08-05 09:10:42,498 - mmaction - INFO - Epoch [91][80/940] lr: 2.899e-01, eta: 3 days, 3:22:09, time: 1.736, data_time: 0.004, memory: 9063, top1_acc: 0.3584, top5_acc: 0.6074, loss_cls: 2.9263, loss: 2.9263, grad_norm: 1.2582 2020-08-05 09:11:16,417 - mmaction - INFO - Epoch [91][100/940] lr: 2.899e-01, eta: 3 days, 3:21:30, time: 1.695, data_time: 0.002, memory: 9063, top1_acc: 0.3564, top5_acc: 0.6098, loss_cls: 2.9315, loss: 2.9315, grad_norm: 1.2799 2020-08-05 09:11:50,776 - mmaction - INFO - Epoch [91][120/940] lr: 2.899e-01, eta: 3 days, 3:20:53, time: 1.718, data_time: 0.003, memory: 9063, top1_acc: 0.3504, top5_acc: 0.6102, loss_cls: 2.9146, loss: 2.9146, grad_norm: 1.2597 2020-08-05 09:12:25,134 - mmaction - INFO - Epoch [91][140/940] lr: 2.899e-01, eta: 3 days, 3:20:17, time: 1.718, data_time: 0.003, memory: 9063, top1_acc: 0.3551, top5_acc: 0.6078, loss_cls: 2.9349, loss: 2.9349, grad_norm: 1.2595 2020-08-05 09:12:58,068 - mmaction - INFO - Epoch [91][160/940] lr: 2.899e-01, eta: 3 days, 3:19:33, time: 1.642, data_time: 0.005, memory: 9063, top1_acc: 0.3682, top5_acc: 0.6254, loss_cls: 2.8660, loss: 2.8660, grad_norm: 1.2659 2020-08-05 09:13:31,440 - mmaction - INFO - Epoch [91][180/940] lr: 2.899e-01, eta: 3 days, 3:18:53, time: 1.673, data_time: 0.007, memory: 9063, top1_acc: 0.3438, top5_acc: 0.6068, loss_cls: 2.9677, loss: 2.9677, grad_norm: 1.2852 2020-08-05 09:14:06,077 - mmaction - INFO - Epoch [91][200/940] lr: 2.899e-01, eta: 3 days, 3:18:17, time: 1.729, data_time: 0.005, memory: 9063, top1_acc: 0.3383, top5_acc: 0.5939, loss_cls: 3.0365, loss: 3.0365, grad_norm: 1.2488 2020-08-05 09:14:41,222 - mmaction - INFO - Epoch [91][220/940] lr: 2.899e-01, eta: 3 days, 3:17:44, time: 1.760, data_time: 0.006, memory: 9063, top1_acc: 0.3543, top5_acc: 0.6123, loss_cls: 2.9465, loss: 2.9465, grad_norm: 1.2515 2020-08-05 09:15:15,979 - mmaction - INFO - Epoch [91][240/940] lr: 2.899e-01, eta: 3 days, 3:17:09, time: 1.734, data_time: 0.005, memory: 9063, top1_acc: 0.3652, top5_acc: 0.6162, loss_cls: 2.8824, loss: 2.8824, grad_norm: 1.2643 2020-08-05 09:15:49,325 - mmaction - INFO - Epoch [91][260/940] lr: 2.899e-01, eta: 3 days, 3:16:28, time: 1.671, data_time: 0.007, memory: 9063, top1_acc: 0.3461, top5_acc: 0.5945, loss_cls: 2.9960, loss: 2.9960, grad_norm: 1.2873 2020-08-05 09:16:23,441 - mmaction - INFO - Epoch [91][280/940] lr: 2.899e-01, eta: 3 days, 3:15:50, time: 1.704, data_time: 0.004, memory: 9063, top1_acc: 0.3520, top5_acc: 0.6061, loss_cls: 2.9486, loss: 2.9486, grad_norm: 1.2535 2020-08-05 09:16:57,553 - mmaction - INFO - Epoch [91][300/940] lr: 2.899e-01, eta: 3 days, 3:15:13, time: 1.708, data_time: 0.006, memory: 9063, top1_acc: 0.3525, top5_acc: 0.5922, loss_cls: 2.9933, loss: 2.9933, grad_norm: 1.2707 2020-08-05 09:17:32,262 - mmaction - INFO - Epoch [91][320/940] lr: 2.899e-01, eta: 3 days, 3:14:37, time: 1.734, data_time: 0.007, memory: 9063, top1_acc: 0.3510, top5_acc: 0.6002, loss_cls: 2.9678, loss: 2.9678, grad_norm: 1.2557 2020-08-05 09:18:05,956 - mmaction - INFO - Epoch [91][340/940] lr: 2.899e-01, eta: 3 days, 3:13:58, time: 1.686, data_time: 0.005, memory: 9063, top1_acc: 0.3480, top5_acc: 0.5992, loss_cls: 2.9557, loss: 2.9557, grad_norm: 1.2768 2020-08-05 09:18:40,409 - mmaction - INFO - Epoch [91][360/940] lr: 2.899e-01, eta: 3 days, 3:13:21, time: 1.720, data_time: 0.004, memory: 9063, top1_acc: 0.3479, top5_acc: 0.6094, loss_cls: 2.9750, loss: 2.9750, grad_norm: 1.2758 2020-08-05 09:19:14,344 - mmaction - INFO - Epoch [91][380/940] lr: 2.899e-01, eta: 3 days, 3:12:43, time: 1.699, data_time: 0.006, memory: 9063, top1_acc: 0.3404, top5_acc: 0.5936, loss_cls: 2.9936, loss: 2.9936, grad_norm: 1.2738 2020-08-05 09:19:49,050 - mmaction - INFO - Epoch [91][400/940] lr: 2.899e-01, eta: 3 days, 3:12:08, time: 1.734, data_time: 0.006, memory: 9063, top1_acc: 0.3559, top5_acc: 0.6021, loss_cls: 2.9661, loss: 2.9661, grad_norm: 1.2530 2020-08-05 09:20:22,705 - mmaction - INFO - Epoch [91][420/940] lr: 2.899e-01, eta: 3 days, 3:11:28, time: 1.683, data_time: 0.006, memory: 9063, top1_acc: 0.3506, top5_acc: 0.5889, loss_cls: 3.0127, loss: 3.0127, grad_norm: 1.2702 2020-08-05 09:20:58,349 - mmaction - INFO - Epoch [91][440/940] lr: 2.899e-01, eta: 3 days, 3:10:57, time: 1.782, data_time: 0.005, memory: 9063, top1_acc: 0.3615, top5_acc: 0.6160, loss_cls: 2.9124, loss: 2.9124, grad_norm: 1.2675 2020-08-05 09:21:34,153 - mmaction - INFO - Epoch [91][460/940] lr: 2.899e-01, eta: 3 days, 3:10:27, time: 1.790, data_time: 0.006, memory: 9063, top1_acc: 0.3580, top5_acc: 0.6148, loss_cls: 2.9334, loss: 2.9334, grad_norm: 1.2799 2020-08-05 09:22:07,483 - mmaction - INFO - Epoch [91][480/940] lr: 2.899e-01, eta: 3 days, 3:09:45, time: 1.663, data_time: 0.006, memory: 9063, top1_acc: 0.3525, top5_acc: 0.6039, loss_cls: 2.9593, loss: 2.9593, grad_norm: 1.2610 2020-08-05 09:22:40,953 - mmaction - INFO - Epoch [91][500/940] lr: 2.899e-01, eta: 3 days, 3:09:05, time: 1.679, data_time: 0.008, memory: 9063, top1_acc: 0.3516, top5_acc: 0.6031, loss_cls: 2.9399, loss: 2.9399, grad_norm: 1.2479 2020-08-05 09:23:14,071 - mmaction - INFO - Epoch [91][520/940] lr: 2.899e-01, eta: 3 days, 3:08:23, time: 1.654, data_time: 0.005, memory: 9063, top1_acc: 0.3387, top5_acc: 0.5941, loss_cls: 3.0155, loss: 3.0155, grad_norm: 1.2489 2020-08-05 09:23:49,136 - mmaction - INFO - Epoch [91][540/940] lr: 2.899e-01, eta: 3 days, 3:07:50, time: 1.755, data_time: 0.006, memory: 9063, top1_acc: 0.3432, top5_acc: 0.5977, loss_cls: 3.0052, loss: 3.0052, grad_norm: 1.2751 2020-08-05 09:24:21,013 - mmaction - INFO - Epoch [91][560/940] lr: 2.899e-01, eta: 3 days, 3:07:02, time: 1.592, data_time: 0.007, memory: 9063, top1_acc: 0.3555, top5_acc: 0.6047, loss_cls: 2.9378, loss: 2.9378, grad_norm: 1.2698 2020-08-05 09:24:53,958 - mmaction - INFO - Epoch [91][580/940] lr: 2.899e-01, eta: 3 days, 3:06:20, time: 1.649, data_time: 0.006, memory: 9063, top1_acc: 0.3541, top5_acc: 0.5988, loss_cls: 2.9570, loss: 2.9570, grad_norm: 1.2535 2020-08-05 09:25:28,878 - mmaction - INFO - Epoch [91][600/940] lr: 2.899e-01, eta: 3 days, 3:05:45, time: 1.745, data_time: 0.005, memory: 9063, top1_acc: 0.3574, top5_acc: 0.6062, loss_cls: 2.9585, loss: 2.9585, grad_norm: 1.2616 2020-08-05 09:26:02,599 - mmaction - INFO - Epoch [91][620/940] lr: 2.899e-01, eta: 3 days, 3:05:06, time: 1.688, data_time: 0.006, memory: 9063, top1_acc: 0.3436, top5_acc: 0.6002, loss_cls: 3.0219, loss: 3.0219, grad_norm: 1.2535 2020-08-05 09:26:37,741 - mmaction - INFO - Epoch [91][640/940] lr: 2.899e-01, eta: 3 days, 3:04:33, time: 1.754, data_time: 0.005, memory: 9063, top1_acc: 0.3414, top5_acc: 0.5992, loss_cls: 3.0042, loss: 3.0042, grad_norm: 1.2470 2020-08-05 09:27:13,190 - mmaction - INFO - Epoch [91][660/940] lr: 2.899e-01, eta: 3 days, 3:04:01, time: 1.775, data_time: 0.007, memory: 9063, top1_acc: 0.3375, top5_acc: 0.5963, loss_cls: 2.9866, loss: 2.9866, grad_norm: 1.2568 2020-08-05 09:27:46,735 - mmaction - INFO - Epoch [91][680/940] lr: 2.899e-01, eta: 3 days, 3:03:21, time: 1.678, data_time: 0.005, memory: 9063, top1_acc: 0.3594, top5_acc: 0.6098, loss_cls: 2.9302, loss: 2.9302, grad_norm: 1.2592 2020-08-05 09:28:20,353 - mmaction - INFO - Epoch [91][700/940] lr: 2.899e-01, eta: 3 days, 3:02:41, time: 1.680, data_time: 0.002, memory: 9063, top1_acc: 0.3479, top5_acc: 0.6035, loss_cls: 2.9623, loss: 2.9623, grad_norm: 1.2691 2020-08-05 09:28:55,293 - mmaction - INFO - Epoch [91][720/940] lr: 2.899e-01, eta: 3 days, 3:02:07, time: 1.747, data_time: 0.005, memory: 9063, top1_acc: 0.3441, top5_acc: 0.5982, loss_cls: 2.9849, loss: 2.9849, grad_norm: 1.2664 2020-08-05 09:29:28,991 - mmaction - INFO - Epoch [91][740/940] lr: 2.899e-01, eta: 3 days, 3:01:28, time: 1.684, data_time: 0.002, memory: 9063, top1_acc: 0.3414, top5_acc: 0.5992, loss_cls: 3.0204, loss: 3.0204, grad_norm: 1.2903 2020-08-05 09:30:03,435 - mmaction - INFO - Epoch [91][760/940] lr: 2.899e-01, eta: 3 days, 3:00:51, time: 1.721, data_time: 0.007, memory: 9063, top1_acc: 0.3385, top5_acc: 0.5879, loss_cls: 3.0489, loss: 3.0489, grad_norm: 1.2795 2020-08-05 09:30:37,431 - mmaction - INFO - Epoch [91][780/940] lr: 2.899e-01, eta: 3 days, 3:00:13, time: 1.701, data_time: 0.003, memory: 9063, top1_acc: 0.3514, top5_acc: 0.5951, loss_cls: 2.9990, loss: 2.9990, grad_norm: 1.2419 2020-08-05 09:31:11,797 - mmaction - INFO - Epoch [91][800/940] lr: 2.899e-01, eta: 3 days, 2:59:37, time: 1.715, data_time: 0.005, memory: 9063, top1_acc: 0.3473, top5_acc: 0.6023, loss_cls: 2.9664, loss: 2.9664, grad_norm: 1.2358 2020-08-05 09:31:47,094 - mmaction - INFO - Epoch [91][820/940] lr: 2.899e-01, eta: 3 days, 2:59:04, time: 1.766, data_time: 0.006, memory: 9063, top1_acc: 0.3453, top5_acc: 0.5902, loss_cls: 2.9986, loss: 2.9986, grad_norm: 1.2655 2020-08-05 09:32:20,241 - mmaction - INFO - Epoch [91][840/940] lr: 2.899e-01, eta: 3 days, 2:58:22, time: 1.658, data_time: 0.005, memory: 9063, top1_acc: 0.3551, top5_acc: 0.6119, loss_cls: 2.9194, loss: 2.9194, grad_norm: 1.2558 2020-08-05 09:32:54,433 - mmaction - INFO - Epoch [91][860/940] lr: 2.899e-01, eta: 3 days, 2:57:45, time: 1.709, data_time: 0.006, memory: 9063, top1_acc: 0.3432, top5_acc: 0.6107, loss_cls: 2.9462, loss: 2.9462, grad_norm: 1.2789 2020-08-05 09:33:27,639 - mmaction - INFO - Epoch [91][880/940] lr: 2.899e-01, eta: 3 days, 2:57:04, time: 1.662, data_time: 0.006, memory: 9063, top1_acc: 0.3488, top5_acc: 0.6004, loss_cls: 2.9870, loss: 2.9870, grad_norm: 1.2760 2020-08-05 09:34:02,292 - mmaction - INFO - Epoch [91][900/940] lr: 2.899e-01, eta: 3 days, 2:56:28, time: 1.731, data_time: 0.007, memory: 9063, top1_acc: 0.3496, top5_acc: 0.6062, loss_cls: 2.9609, loss: 2.9609, grad_norm: 1.2825 2020-08-05 09:34:36,126 - mmaction - INFO - Epoch [91][920/940] lr: 2.899e-01, eta: 3 days, 2:55:50, time: 1.693, data_time: 0.005, memory: 9063, top1_acc: 0.3467, top5_acc: 0.6053, loss_cls: 2.9874, loss: 2.9874, grad_norm: 1.2828 2020-08-05 09:35:10,399 - mmaction - INFO - Epoch [91][940/940] lr: 2.899e-01, eta: 3 days, 2:55:13, time: 1.714, data_time: 0.005, memory: 9063, top1_acc: 0.3328, top5_acc: 0.5940, loss_cls: 3.0433, loss: 3.0433, grad_norm: 1.2787 2020-08-05 09:35:50,893 - mmaction - INFO - Epoch [92][20/940] lr: 2.877e-01, eta: 3 days, 2:55:01, time: 2.006, data_time: 0.418, memory: 9063, top1_acc: 0.3357, top5_acc: 0.5895, loss_cls: 3.0021, loss: 3.0021, grad_norm: 1.2626 2020-08-05 09:36:24,335 - mmaction - INFO - Epoch [92][40/940] lr: 2.877e-01, eta: 3 days, 2:54:20, time: 1.669, data_time: 0.007, memory: 9063, top1_acc: 0.3445, top5_acc: 0.6025, loss_cls: 2.9673, loss: 2.9673, grad_norm: 1.2920 2020-08-05 09:36:59,438 - mmaction - INFO - Epoch [92][60/940] lr: 2.877e-01, eta: 3 days, 2:53:47, time: 1.758, data_time: 0.006, memory: 9063, top1_acc: 0.3600, top5_acc: 0.6102, loss_cls: 2.9401, loss: 2.9401, grad_norm: 1.2494 2020-08-05 09:37:31,188 - mmaction - INFO - Epoch [92][80/940] lr: 2.877e-01, eta: 3 days, 2:52:59, time: 1.586, data_time: 0.007, memory: 9063, top1_acc: 0.3563, top5_acc: 0.6088, loss_cls: 2.9108, loss: 2.9108, grad_norm: 1.2574 2020-08-05 09:38:06,103 - mmaction - INFO - Epoch [92][100/940] lr: 2.877e-01, eta: 3 days, 2:52:25, time: 1.745, data_time: 0.006, memory: 9063, top1_acc: 0.3463, top5_acc: 0.5992, loss_cls: 3.0039, loss: 3.0039, grad_norm: 1.2813 2020-08-05 09:38:40,052 - mmaction - INFO - Epoch [92][120/940] lr: 2.877e-01, eta: 3 days, 2:51:46, time: 1.696, data_time: 0.008, memory: 9063, top1_acc: 0.3518, top5_acc: 0.6070, loss_cls: 2.9421, loss: 2.9421, grad_norm: 1.2708 2020-08-05 09:39:14,580 - mmaction - INFO - Epoch [92][140/940] lr: 2.877e-01, eta: 3 days, 2:51:11, time: 1.730, data_time: 0.007, memory: 9063, top1_acc: 0.3641, top5_acc: 0.6113, loss_cls: 2.9179, loss: 2.9179, grad_norm: 1.2547 2020-08-05 09:39:49,171 - mmaction - INFO - Epoch [92][160/940] lr: 2.877e-01, eta: 3 days, 2:50:35, time: 1.728, data_time: 0.005, memory: 9063, top1_acc: 0.3502, top5_acc: 0.6066, loss_cls: 2.9324, loss: 2.9324, grad_norm: 1.2760 2020-08-05 09:40:21,865 - mmaction - INFO - Epoch [92][180/940] lr: 2.877e-01, eta: 3 days, 2:49:52, time: 1.634, data_time: 0.007, memory: 9063, top1_acc: 0.3572, top5_acc: 0.6068, loss_cls: 2.9279, loss: 2.9279, grad_norm: 1.2744 2020-08-05 09:40:56,366 - mmaction - INFO - Epoch [92][200/940] lr: 2.877e-01, eta: 3 days, 2:49:16, time: 1.727, data_time: 0.006, memory: 9063, top1_acc: 0.3635, top5_acc: 0.6133, loss_cls: 2.8966, loss: 2.8966, grad_norm: 1.2917 2020-08-05 09:41:29,815 - mmaction - INFO - Epoch [92][220/940] lr: 2.877e-01, eta: 3 days, 2:48:35, time: 1.671, data_time: 0.008, memory: 9063, top1_acc: 0.3434, top5_acc: 0.6035, loss_cls: 3.0204, loss: 3.0204, grad_norm: 1.2585 2020-08-05 09:42:04,663 - mmaction - INFO - Epoch [92][240/940] lr: 2.877e-01, eta: 3 days, 2:48:01, time: 1.744, data_time: 0.005, memory: 9063, top1_acc: 0.3604, top5_acc: 0.6029, loss_cls: 2.9217, loss: 2.9217, grad_norm: 1.2606 2020-08-05 09:42:39,890 - mmaction - INFO - Epoch [92][260/940] lr: 2.877e-01, eta: 3 days, 2:47:28, time: 1.761, data_time: 0.002, memory: 9063, top1_acc: 0.3582, top5_acc: 0.6045, loss_cls: 2.9411, loss: 2.9411, grad_norm: 1.2958 2020-08-05 09:43:14,630 - mmaction - INFO - Epoch [92][280/940] lr: 2.877e-01, eta: 3 days, 2:46:53, time: 1.735, data_time: 0.007, memory: 9063, top1_acc: 0.3490, top5_acc: 0.5941, loss_cls: 2.9947, loss: 2.9947, grad_norm: 1.2663 2020-08-05 09:43:46,962 - mmaction - INFO - Epoch [92][300/940] lr: 2.877e-01, eta: 3 days, 2:46:08, time: 1.619, data_time: 0.006, memory: 9063, top1_acc: 0.3602, top5_acc: 0.6041, loss_cls: 2.9301, loss: 2.9301, grad_norm: 1.2654 2020-08-05 09:44:21,673 - mmaction - INFO - Epoch [92][320/940] lr: 2.877e-01, eta: 3 days, 2:45:33, time: 1.734, data_time: 0.007, memory: 9063, top1_acc: 0.3447, top5_acc: 0.5990, loss_cls: 2.9740, loss: 2.9740, grad_norm: 1.2289 2020-08-05 09:44:56,036 - mmaction - INFO - Epoch [92][340/940] lr: 2.877e-01, eta: 3 days, 2:44:56, time: 1.718, data_time: 0.005, memory: 9063, top1_acc: 0.3500, top5_acc: 0.6076, loss_cls: 2.9267, loss: 2.9267, grad_norm: 1.2728 2020-08-05 09:45:31,426 - mmaction - INFO - Epoch [92][360/940] lr: 2.877e-01, eta: 3 days, 2:44:24, time: 1.771, data_time: 0.007, memory: 9063, top1_acc: 0.3596, top5_acc: 0.6096, loss_cls: 2.8982, loss: 2.8982, grad_norm: 1.2670 2020-08-05 09:46:04,222 - mmaction - INFO - Epoch [92][380/940] lr: 2.877e-01, eta: 3 days, 2:43:41, time: 1.639, data_time: 0.006, memory: 9063, top1_acc: 0.3574, top5_acc: 0.6004, loss_cls: 2.9450, loss: 2.9450, grad_norm: 1.2443 2020-08-05 09:46:37,420 - mmaction - INFO - Epoch [92][400/940] lr: 2.877e-01, eta: 3 days, 2:43:00, time: 1.661, data_time: 0.005, memory: 9063, top1_acc: 0.3586, top5_acc: 0.6170, loss_cls: 2.9244, loss: 2.9244, grad_norm: 1.2826 2020-08-05 09:47:10,590 - mmaction - INFO - Epoch [92][420/940] lr: 2.877e-01, eta: 3 days, 2:42:18, time: 1.656, data_time: 0.006, memory: 9063, top1_acc: 0.3414, top5_acc: 0.5971, loss_cls: 3.0111, loss: 3.0111, grad_norm: 1.2659 2020-08-05 09:47:44,383 - mmaction - INFO - Epoch [92][440/940] lr: 2.877e-01, eta: 3 days, 2:41:40, time: 1.693, data_time: 0.007, memory: 9063, top1_acc: 0.3535, top5_acc: 0.6043, loss_cls: 2.9568, loss: 2.9568, grad_norm: 1.2541 2020-08-05 09:48:19,315 - mmaction - INFO - Epoch [92][460/940] lr: 2.877e-01, eta: 3 days, 2:41:05, time: 1.745, data_time: 0.006, memory: 9063, top1_acc: 0.3412, top5_acc: 0.5854, loss_cls: 3.0137, loss: 3.0137, grad_norm: 1.2481 2020-08-05 09:48:53,520 - mmaction - INFO - Epoch [92][480/940] lr: 2.877e-01, eta: 3 days, 2:40:28, time: 1.712, data_time: 0.005, memory: 9063, top1_acc: 0.3480, top5_acc: 0.6164, loss_cls: 2.9276, loss: 2.9276, grad_norm: 1.2486 2020-08-05 09:49:27,533 - mmaction - INFO - Epoch [92][500/940] lr: 2.877e-01, eta: 3 days, 2:39:50, time: 1.699, data_time: 0.002, memory: 9063, top1_acc: 0.3607, top5_acc: 0.6121, loss_cls: 2.9109, loss: 2.9109, grad_norm: 1.2682 2020-08-05 09:50:02,561 - mmaction - INFO - Epoch [92][520/940] lr: 2.877e-01, eta: 3 days, 2:39:17, time: 1.752, data_time: 0.007, memory: 9063, top1_acc: 0.3285, top5_acc: 0.6000, loss_cls: 3.0188, loss: 3.0188, grad_norm: 1.3042 2020-08-05 09:50:38,168 - mmaction - INFO - Epoch [92][540/940] lr: 2.877e-01, eta: 3 days, 2:38:45, time: 1.781, data_time: 0.004, memory: 9063, top1_acc: 0.3531, top5_acc: 0.6023, loss_cls: 2.9528, loss: 2.9528, grad_norm: 1.2717 2020-08-05 09:51:12,695 - mmaction - INFO - Epoch [92][560/940] lr: 2.877e-01, eta: 3 days, 2:38:09, time: 1.725, data_time: 0.004, memory: 9063, top1_acc: 0.3531, top5_acc: 0.5992, loss_cls: 2.9637, loss: 2.9637, grad_norm: 1.2679 2020-08-05 09:51:46,050 - mmaction - INFO - Epoch [92][580/940] lr: 2.877e-01, eta: 3 days, 2:37:29, time: 1.669, data_time: 0.005, memory: 9063, top1_acc: 0.3467, top5_acc: 0.6045, loss_cls: 2.9759, loss: 2.9759, grad_norm: 1.2564 2020-08-05 09:52:21,547 - mmaction - INFO - Epoch [92][600/940] lr: 2.877e-01, eta: 3 days, 2:36:57, time: 1.774, data_time: 0.005, memory: 9063, top1_acc: 0.3572, top5_acc: 0.6068, loss_cls: 2.9311, loss: 2.9311, grad_norm: 1.2718 2020-08-05 09:52:54,641 - mmaction - INFO - Epoch [92][620/940] lr: 2.877e-01, eta: 3 days, 2:36:15, time: 1.653, data_time: 0.005, memory: 9063, top1_acc: 0.3650, top5_acc: 0.6059, loss_cls: 2.9347, loss: 2.9347, grad_norm: 1.2863 2020-08-05 09:53:28,654 - mmaction - INFO - Epoch [92][640/940] lr: 2.877e-01, eta: 3 days, 2:35:38, time: 1.703, data_time: 0.007, memory: 9063, top1_acc: 0.3480, top5_acc: 0.5996, loss_cls: 2.9777, loss: 2.9777, grad_norm: 1.2661 2020-08-05 09:54:04,670 - mmaction - INFO - Epoch [92][660/940] lr: 2.877e-01, eta: 3 days, 2:35:08, time: 1.796, data_time: 0.005, memory: 9063, top1_acc: 0.3398, top5_acc: 0.5916, loss_cls: 3.0062, loss: 3.0062, grad_norm: 1.2739 2020-08-05 09:54:39,146 - mmaction - INFO - Epoch [92][680/940] lr: 2.877e-01, eta: 3 days, 2:34:32, time: 1.724, data_time: 0.007, memory: 9063, top1_acc: 0.3547, top5_acc: 0.6014, loss_cls: 2.9682, loss: 2.9682, grad_norm: 1.2605 2020-08-05 09:55:12,707 - mmaction - INFO - Epoch [92][700/940] lr: 2.877e-01, eta: 3 days, 2:33:52, time: 1.679, data_time: 0.007, memory: 9063, top1_acc: 0.3430, top5_acc: 0.5986, loss_cls: 3.0075, loss: 3.0075, grad_norm: 1.2718 2020-08-05 09:55:47,902 - mmaction - INFO - Epoch [92][720/940] lr: 2.877e-01, eta: 3 days, 2:33:19, time: 1.762, data_time: 0.006, memory: 9063, top1_acc: 0.3449, top5_acc: 0.6045, loss_cls: 3.0039, loss: 3.0039, grad_norm: 1.2750 2020-08-05 09:56:22,563 - mmaction - INFO - Epoch [92][740/940] lr: 2.877e-01, eta: 3 days, 2:32:44, time: 1.732, data_time: 0.005, memory: 9063, top1_acc: 0.3600, top5_acc: 0.6018, loss_cls: 2.9500, loss: 2.9500, grad_norm: 1.2681 2020-08-05 09:56:57,069 - mmaction - INFO - Epoch [92][760/940] lr: 2.877e-01, eta: 3 days, 2:32:08, time: 1.727, data_time: 0.005, memory: 9063, top1_acc: 0.3541, top5_acc: 0.6029, loss_cls: 2.9416, loss: 2.9416, grad_norm: 1.2747 2020-08-05 09:57:31,242 - mmaction - INFO - Epoch [92][780/940] lr: 2.877e-01, eta: 3 days, 2:31:31, time: 1.706, data_time: 0.007, memory: 9063, top1_acc: 0.3510, top5_acc: 0.5975, loss_cls: 2.9951, loss: 2.9951, grad_norm: 1.2697 2020-08-05 09:58:05,824 - mmaction - INFO - Epoch [92][800/940] lr: 2.877e-01, eta: 3 days, 2:30:55, time: 1.732, data_time: 0.007, memory: 9063, top1_acc: 0.3566, top5_acc: 0.6027, loss_cls: 2.9611, loss: 2.9611, grad_norm: 1.2712 2020-08-05 09:58:39,633 - mmaction - INFO - Epoch [92][820/940] lr: 2.877e-01, eta: 3 days, 2:30:16, time: 1.690, data_time: 0.005, memory: 9063, top1_acc: 0.3373, top5_acc: 0.5896, loss_cls: 3.0334, loss: 3.0334, grad_norm: 1.2966 2020-08-05 09:59:15,766 - mmaction - INFO - Epoch [92][840/940] lr: 2.877e-01, eta: 3 days, 2:29:47, time: 1.806, data_time: 0.005, memory: 9063, top1_acc: 0.3391, top5_acc: 0.5875, loss_cls: 3.0005, loss: 3.0005, grad_norm: 1.2419 2020-08-05 09:59:50,227 - mmaction - INFO - Epoch [92][860/940] lr: 2.877e-01, eta: 3 days, 2:29:11, time: 1.724, data_time: 0.007, memory: 9063, top1_acc: 0.3410, top5_acc: 0.6078, loss_cls: 2.9738, loss: 2.9738, grad_norm: 1.2823 2020-08-05 10:00:26,023 - mmaction - INFO - Epoch [92][880/940] lr: 2.877e-01, eta: 3 days, 2:28:40, time: 1.781, data_time: 0.007, memory: 9063, top1_acc: 0.3410, top5_acc: 0.5965, loss_cls: 2.9940, loss: 2.9940, grad_norm: 1.2571 2020-08-05 10:00:58,281 - mmaction - INFO - Epoch [92][900/940] lr: 2.877e-01, eta: 3 days, 2:27:56, time: 1.621, data_time: 0.023, memory: 9063, top1_acc: 0.3541, top5_acc: 0.6096, loss_cls: 2.9384, loss: 2.9384, grad_norm: 1.2846 2020-08-05 10:01:32,579 - mmaction - INFO - Epoch [92][920/940] lr: 2.877e-01, eta: 3 days, 2:27:19, time: 1.716, data_time: 0.005, memory: 9063, top1_acc: 0.3352, top5_acc: 0.6012, loss_cls: 2.9857, loss: 2.9857, grad_norm: 1.2631 2020-08-05 10:02:07,105 - mmaction - INFO - Epoch [92][940/940] lr: 2.877e-01, eta: 3 days, 2:26:43, time: 1.725, data_time: 0.005, memory: 9063, top1_acc: 0.3419, top5_acc: 0.5909, loss_cls: 3.0358, loss: 3.0358, grad_norm: 1.2640 2020-08-05 10:02:07,450 - mmaction - INFO - Saving checkpoint at 92 epochs 2020-08-05 10:03:13,348 - mmaction - INFO - Epoch [93][20/940] lr: 2.855e-01, eta: 3 days, 2:28:05, time: 3.160, data_time: 0.430, memory: 9063, top1_acc: 0.3451, top5_acc: 0.5975, loss_cls: 2.9972, loss: 2.9972, grad_norm: 1.2784 2020-08-05 10:03:45,088 - mmaction - INFO - Epoch [93][40/940] lr: 2.855e-01, eta: 3 days, 2:27:18, time: 1.588, data_time: 0.003, memory: 9063, top1_acc: 0.3404, top5_acc: 0.5959, loss_cls: 3.0096, loss: 3.0096, grad_norm: 1.2804 2020-08-05 10:04:19,211 - mmaction - INFO - Epoch [93][60/940] lr: 2.855e-01, eta: 3 days, 2:26:40, time: 1.705, data_time: 0.004, memory: 9063, top1_acc: 0.3695, top5_acc: 0.6096, loss_cls: 2.8966, loss: 2.8966, grad_norm: 1.2475 2020-08-05 10:04:52,450 - mmaction - INFO - Epoch [93][80/940] lr: 2.855e-01, eta: 3 days, 2:25:59, time: 1.663, data_time: 0.005, memory: 9063, top1_acc: 0.3572, top5_acc: 0.6158, loss_cls: 2.9157, loss: 2.9157, grad_norm: 1.2769 2020-08-05 10:05:27,489 - mmaction - INFO - Epoch [93][100/940] lr: 2.855e-01, eta: 3 days, 2:25:25, time: 1.750, data_time: 0.005, memory: 9063, top1_acc: 0.3504, top5_acc: 0.5988, loss_cls: 2.9729, loss: 2.9729, grad_norm: 1.2745 2020-08-05 10:06:00,828 - mmaction - INFO - Epoch [93][120/940] lr: 2.855e-01, eta: 3 days, 2:24:44, time: 1.669, data_time: 0.006, memory: 9063, top1_acc: 0.3563, top5_acc: 0.6104, loss_cls: 2.9104, loss: 2.9104, grad_norm: 1.2733 2020-08-05 10:06:36,094 - mmaction - INFO - Epoch [93][140/940] lr: 2.855e-01, eta: 3 days, 2:24:12, time: 1.762, data_time: 0.006, memory: 9063, top1_acc: 0.3537, top5_acc: 0.6088, loss_cls: 2.9443, loss: 2.9443, grad_norm: 1.2911 2020-08-05 10:07:09,153 - mmaction - INFO - Epoch [93][160/940] lr: 2.855e-01, eta: 3 days, 2:23:30, time: 1.651, data_time: 0.005, memory: 9063, top1_acc: 0.3510, top5_acc: 0.6068, loss_cls: 2.9499, loss: 2.9499, grad_norm: 1.2753 2020-08-05 10:07:43,938 - mmaction - INFO - Epoch [93][180/940] lr: 2.855e-01, eta: 3 days, 2:22:55, time: 1.741, data_time: 0.006, memory: 9063, top1_acc: 0.3652, top5_acc: 0.6125, loss_cls: 2.9420, loss: 2.9420, grad_norm: 1.2756 2020-08-05 10:08:18,575 - mmaction - INFO - Epoch [93][200/940] lr: 2.855e-01, eta: 3 days, 2:22:20, time: 1.733, data_time: 0.005, memory: 9063, top1_acc: 0.3533, top5_acc: 0.6016, loss_cls: 2.9480, loss: 2.9480, grad_norm: 1.2620 2020-08-05 10:08:52,271 - mmaction - INFO - Epoch [93][220/940] lr: 2.855e-01, eta: 3 days, 2:21:41, time: 1.686, data_time: 0.005, memory: 9063, top1_acc: 0.3566, top5_acc: 0.6090, loss_cls: 2.9175, loss: 2.9175, grad_norm: 1.2578 2020-08-05 10:09:26,150 - mmaction - INFO - Epoch [93][240/940] lr: 2.855e-01, eta: 3 days, 2:21:02, time: 1.693, data_time: 0.001, memory: 9063, top1_acc: 0.3500, top5_acc: 0.5904, loss_cls: 2.9767, loss: 2.9767, grad_norm: 1.2472 2020-08-05 10:10:00,650 - mmaction - INFO - Epoch [93][260/940] lr: 2.855e-01, eta: 3 days, 2:20:26, time: 1.724, data_time: 0.005, memory: 9063, top1_acc: 0.3484, top5_acc: 0.6098, loss_cls: 2.9373, loss: 2.9373, grad_norm: 1.2923 2020-08-05 10:10:35,890 - mmaction - INFO - Epoch [93][280/940] lr: 2.855e-01, eta: 3 days, 2:19:53, time: 1.759, data_time: 0.006, memory: 9063, top1_acc: 0.3582, top5_acc: 0.5916, loss_cls: 2.9668, loss: 2.9668, grad_norm: 1.2697 2020-08-05 10:11:10,621 - mmaction - INFO - Epoch [93][300/940] lr: 2.855e-01, eta: 3 days, 2:19:18, time: 1.739, data_time: 0.009, memory: 9063, top1_acc: 0.3551, top5_acc: 0.6209, loss_cls: 2.9148, loss: 2.9148, grad_norm: 1.2573 2020-08-05 10:11:45,164 - mmaction - INFO - Epoch [93][320/940] lr: 2.855e-01, eta: 3 days, 2:18:43, time: 1.730, data_time: 0.006, memory: 9063, top1_acc: 0.3537, top5_acc: 0.6066, loss_cls: 2.9635, loss: 2.9635, grad_norm: 1.2521 2020-08-05 10:12:19,003 - mmaction - INFO - Epoch [93][340/940] lr: 2.855e-01, eta: 3 days, 2:18:04, time: 1.690, data_time: 0.006, memory: 9063, top1_acc: 0.3492, top5_acc: 0.6045, loss_cls: 2.9411, loss: 2.9411, grad_norm: 1.2710 2020-08-05 10:12:53,294 - mmaction - INFO - Epoch [93][360/940] lr: 2.855e-01, eta: 3 days, 2:17:27, time: 1.716, data_time: 0.005, memory: 9063, top1_acc: 0.3518, top5_acc: 0.6102, loss_cls: 2.9519, loss: 2.9519, grad_norm: 1.2929 2020-08-05 10:13:28,445 - mmaction - INFO - Epoch [93][380/940] lr: 2.855e-01, eta: 3 days, 2:16:53, time: 1.752, data_time: 0.005, memory: 9063, top1_acc: 0.3439, top5_acc: 0.5930, loss_cls: 3.0127, loss: 3.0127, grad_norm: 1.2693 2020-08-05 10:14:02,831 - mmaction - INFO - Epoch [93][400/940] lr: 2.855e-01, eta: 3 days, 2:16:18, time: 1.725, data_time: 0.009, memory: 9063, top1_acc: 0.3588, top5_acc: 0.6031, loss_cls: 2.9572, loss: 2.9572, grad_norm: 1.2428 2020-08-05 10:14:38,834 - mmaction - INFO - Epoch [93][420/940] lr: 2.855e-01, eta: 3 days, 2:15:48, time: 1.799, data_time: 0.005, memory: 9063, top1_acc: 0.3516, top5_acc: 0.5988, loss_cls: 2.9595, loss: 2.9595, grad_norm: 1.2551 2020-08-05 10:15:11,874 - mmaction - INFO - Epoch [93][440/940] lr: 2.855e-01, eta: 3 days, 2:15:06, time: 1.653, data_time: 0.005, memory: 9063, top1_acc: 0.3609, top5_acc: 0.6074, loss_cls: 2.9244, loss: 2.9244, grad_norm: 1.2815 2020-08-05 10:15:45,977 - mmaction - INFO - Epoch [93][460/940] lr: 2.855e-01, eta: 3 days, 2:14:28, time: 1.706, data_time: 0.004, memory: 9063, top1_acc: 0.3498, top5_acc: 0.5973, loss_cls: 2.9877, loss: 2.9877, grad_norm: 1.2955 2020-08-05 10:16:20,286 - mmaction - INFO - Epoch [93][480/940] lr: 2.855e-01, eta: 3 days, 2:13:52, time: 1.712, data_time: 0.005, memory: 9063, top1_acc: 0.3609, top5_acc: 0.6113, loss_cls: 2.9116, loss: 2.9116, grad_norm: 1.2514 2020-08-05 10:16:54,908 - mmaction - INFO - Epoch [93][500/940] lr: 2.855e-01, eta: 3 days, 2:13:16, time: 1.734, data_time: 0.007, memory: 9063, top1_acc: 0.3570, top5_acc: 0.6115, loss_cls: 2.8998, loss: 2.8998, grad_norm: 1.2889 2020-08-05 10:17:30,118 - mmaction - INFO - Epoch [93][520/940] lr: 2.855e-01, eta: 3 days, 2:12:43, time: 1.760, data_time: 0.005, memory: 9063, top1_acc: 0.3430, top5_acc: 0.5996, loss_cls: 2.9847, loss: 2.9847, grad_norm: 1.2870 2020-08-05 10:18:04,677 - mmaction - INFO - Epoch [93][540/940] lr: 2.855e-01, eta: 3 days, 2:12:08, time: 1.729, data_time: 0.005, memory: 9063, top1_acc: 0.3422, top5_acc: 0.5955, loss_cls: 3.0093, loss: 3.0093, grad_norm: 1.2889 2020-08-05 10:18:37,535 - mmaction - INFO - Epoch [93][560/940] lr: 2.855e-01, eta: 3 days, 2:11:25, time: 1.639, data_time: 0.006, memory: 9063, top1_acc: 0.3473, top5_acc: 0.6117, loss_cls: 2.9689, loss: 2.9689, grad_norm: 1.2638 2020-08-05 10:19:12,341 - mmaction - INFO - Epoch [93][580/940] lr: 2.855e-01, eta: 3 days, 2:10:50, time: 1.743, data_time: 0.007, memory: 9063, top1_acc: 0.3479, top5_acc: 0.6027, loss_cls: 2.9389, loss: 2.9389, grad_norm: 1.2916 2020-08-05 10:19:46,239 - mmaction - INFO - Epoch [93][600/940] lr: 2.855e-01, eta: 3 days, 2:10:12, time: 1.698, data_time: 0.006, memory: 9063, top1_acc: 0.3436, top5_acc: 0.5873, loss_cls: 3.0338, loss: 3.0338, grad_norm: 1.2503 2020-08-05 10:20:20,716 - mmaction - INFO - Epoch [93][620/940] lr: 2.855e-01, eta: 3 days, 2:09:36, time: 1.720, data_time: 0.004, memory: 9063, top1_acc: 0.3424, top5_acc: 0.5979, loss_cls: 2.9990, loss: 2.9990, grad_norm: 1.2684 2020-08-05 10:20:55,200 - mmaction - INFO - Epoch [93][640/940] lr: 2.855e-01, eta: 3 days, 2:09:00, time: 1.727, data_time: 0.006, memory: 9063, top1_acc: 0.3590, top5_acc: 0.6139, loss_cls: 2.8885, loss: 2.8885, grad_norm: 1.2797 2020-08-05 10:21:28,125 - mmaction - INFO - Epoch [93][660/940] lr: 2.855e-01, eta: 3 days, 2:08:18, time: 1.645, data_time: 0.005, memory: 9063, top1_acc: 0.3502, top5_acc: 0.6029, loss_cls: 2.9908, loss: 2.9908, grad_norm: 1.2587 2020-08-05 10:22:03,185 - mmaction - INFO - Epoch [93][680/940] lr: 2.855e-01, eta: 3 days, 2:07:44, time: 1.754, data_time: 0.005, memory: 9063, top1_acc: 0.3574, top5_acc: 0.6178, loss_cls: 2.8942, loss: 2.8942, grad_norm: 1.2717 2020-08-05 10:22:37,449 - mmaction - INFO - Epoch [93][700/940] lr: 2.855e-01, eta: 3 days, 2:07:08, time: 1.713, data_time: 0.002, memory: 9063, top1_acc: 0.3449, top5_acc: 0.6059, loss_cls: 2.9696, loss: 2.9696, grad_norm: 1.3023 2020-08-05 10:23:09,603 - mmaction - INFO - Epoch [93][720/940] lr: 2.855e-01, eta: 3 days, 2:06:22, time: 1.608, data_time: 0.003, memory: 9063, top1_acc: 0.3559, top5_acc: 0.6021, loss_cls: 2.9631, loss: 2.9631, grad_norm: 1.2535 2020-08-05 10:23:43,812 - mmaction - INFO - Epoch [93][740/940] lr: 2.855e-01, eta: 3 days, 2:05:45, time: 1.711, data_time: 0.006, memory: 9063, top1_acc: 0.3504, top5_acc: 0.6027, loss_cls: 2.9902, loss: 2.9902, grad_norm: 1.2665 2020-08-05 10:24:17,977 - mmaction - INFO - Epoch [93][760/940] lr: 2.855e-01, eta: 3 days, 2:05:08, time: 1.705, data_time: 0.002, memory: 9063, top1_acc: 0.3502, top5_acc: 0.5939, loss_cls: 2.9878, loss: 2.9878, grad_norm: 1.2640 2020-08-05 10:24:52,452 - mmaction - INFO - Epoch [93][780/940] lr: 2.855e-01, eta: 3 days, 2:04:32, time: 1.725, data_time: 0.008, memory: 9063, top1_acc: 0.3529, top5_acc: 0.5990, loss_cls: 2.9679, loss: 2.9679, grad_norm: 1.2522 2020-08-05 10:25:25,728 - mmaction - INFO - Epoch [93][800/940] lr: 2.855e-01, eta: 3 days, 2:03:51, time: 1.663, data_time: 0.005, memory: 9063, top1_acc: 0.3490, top5_acc: 0.6045, loss_cls: 2.9510, loss: 2.9510, grad_norm: 1.2733 2020-08-05 10:25:59,895 - mmaction - INFO - Epoch [93][820/940] lr: 2.855e-01, eta: 3 days, 2:03:14, time: 1.709, data_time: 0.007, memory: 9063, top1_acc: 0.3537, top5_acc: 0.6082, loss_cls: 2.9361, loss: 2.9361, grad_norm: 1.2504 2020-08-05 10:26:33,831 - mmaction - INFO - Epoch [93][840/940] lr: 2.855e-01, eta: 3 days, 2:02:36, time: 1.697, data_time: 0.005, memory: 9063, top1_acc: 0.3506, top5_acc: 0.6012, loss_cls: 2.9666, loss: 2.9666, grad_norm: 1.2781 2020-08-05 10:27:10,155 - mmaction - INFO - Epoch [93][860/940] lr: 2.855e-01, eta: 3 days, 2:02:07, time: 1.813, data_time: 0.006, memory: 9063, top1_acc: 0.3432, top5_acc: 0.6084, loss_cls: 2.9565, loss: 2.9565, grad_norm: 1.2668 2020-08-05 10:27:42,116 - mmaction - INFO - Epoch [93][880/940] lr: 2.855e-01, eta: 3 days, 2:01:22, time: 1.602, data_time: 0.007, memory: 9063, top1_acc: 0.3480, top5_acc: 0.5928, loss_cls: 2.9842, loss: 2.9842, grad_norm: 1.2820 2020-08-05 10:28:15,091 - mmaction - INFO - Epoch [93][900/940] lr: 2.855e-01, eta: 3 days, 2:00:40, time: 1.649, data_time: 0.005, memory: 9063, top1_acc: 0.3637, top5_acc: 0.6098, loss_cls: 2.9141, loss: 2.9141, grad_norm: 1.2715 2020-08-05 10:28:49,727 - mmaction - INFO - Epoch [93][920/940] lr: 2.855e-01, eta: 3 days, 2:00:04, time: 1.731, data_time: 0.004, memory: 9063, top1_acc: 0.3521, top5_acc: 0.6096, loss_cls: 2.9437, loss: 2.9437, grad_norm: 1.2726 2020-08-05 10:29:22,480 - mmaction - INFO - Epoch [93][940/940] lr: 2.855e-01, eta: 3 days, 1:59:21, time: 1.636, data_time: 0.004, memory: 9063, top1_acc: 0.3490, top5_acc: 0.6080, loss_cls: 2.9545, loss: 2.9545, grad_norm: 1.2799 2020-08-05 10:30:02,725 - mmaction - INFO - Epoch [94][20/940] lr: 2.833e-01, eta: 3 days, 1:59:07, time: 1.997, data_time: 0.425, memory: 9063, top1_acc: 0.3607, top5_acc: 0.6141, loss_cls: 2.9344, loss: 2.9344, grad_norm: 1.2894 2020-08-05 10:30:35,521 - mmaction - INFO - Epoch [94][40/940] lr: 2.833e-01, eta: 3 days, 1:58:25, time: 1.640, data_time: 0.003, memory: 9063, top1_acc: 0.3615, top5_acc: 0.6111, loss_cls: 2.9118, loss: 2.9118, grad_norm: 1.2720 2020-08-05 10:31:09,902 - mmaction - INFO - Epoch [94][60/940] lr: 2.833e-01, eta: 3 days, 1:57:48, time: 1.718, data_time: 0.005, memory: 9063, top1_acc: 0.3607, top5_acc: 0.6162, loss_cls: 2.8968, loss: 2.8968, grad_norm: 1.2902 2020-08-05 10:31:45,461 - mmaction - INFO - Epoch [94][80/940] lr: 2.833e-01, eta: 3 days, 1:57:17, time: 1.779, data_time: 0.005, memory: 9063, top1_acc: 0.3592, top5_acc: 0.6119, loss_cls: 2.9194, loss: 2.9194, grad_norm: 1.2789 2020-08-05 10:32:18,715 - mmaction - INFO - Epoch [94][100/940] lr: 2.833e-01, eta: 3 days, 1:56:36, time: 1.661, data_time: 0.007, memory: 9063, top1_acc: 0.3633, top5_acc: 0.6092, loss_cls: 2.8884, loss: 2.8884, grad_norm: 1.2666 2020-08-05 10:32:52,623 - mmaction - INFO - Epoch [94][120/940] lr: 2.833e-01, eta: 3 days, 1:55:58, time: 1.697, data_time: 0.005, memory: 9063, top1_acc: 0.3510, top5_acc: 0.6023, loss_cls: 2.9635, loss: 2.9635, grad_norm: 1.2629 2020-08-05 10:33:27,808 - mmaction - INFO - Epoch [94][140/940] lr: 2.833e-01, eta: 3 days, 1:55:24, time: 1.758, data_time: 0.006, memory: 9063, top1_acc: 0.3605, top5_acc: 0.6188, loss_cls: 2.9036, loss: 2.9036, grad_norm: 1.2946 2020-08-05 10:34:02,421 - mmaction - INFO - Epoch [94][160/940] lr: 2.833e-01, eta: 3 days, 1:54:49, time: 1.730, data_time: 0.006, memory: 9063, top1_acc: 0.3629, top5_acc: 0.6115, loss_cls: 2.9322, loss: 2.9322, grad_norm: 1.2890 2020-08-05 10:34:35,886 - mmaction - INFO - Epoch [94][180/940] lr: 2.833e-01, eta: 3 days, 1:54:09, time: 1.675, data_time: 0.006, memory: 9063, top1_acc: 0.3492, top5_acc: 0.5984, loss_cls: 2.9703, loss: 2.9703, grad_norm: 1.2712 2020-08-05 10:35:10,446 - mmaction - INFO - Epoch [94][200/940] lr: 2.833e-01, eta: 3 days, 1:53:34, time: 1.727, data_time: 0.005, memory: 9063, top1_acc: 0.3498, top5_acc: 0.6023, loss_cls: 2.9650, loss: 2.9650, grad_norm: 1.2625 2020-08-05 10:35:44,645 - mmaction - INFO - Epoch [94][220/940] lr: 2.833e-01, eta: 3 days, 1:52:57, time: 1.711, data_time: 0.004, memory: 9063, top1_acc: 0.3588, top5_acc: 0.6045, loss_cls: 2.9662, loss: 2.9662, grad_norm: 1.2571 2020-08-05 10:36:18,991 - mmaction - INFO - Epoch [94][240/940] lr: 2.833e-01, eta: 3 days, 1:52:20, time: 1.716, data_time: 0.005, memory: 9063, top1_acc: 0.3502, top5_acc: 0.6010, loss_cls: 2.9729, loss: 2.9729, grad_norm: 1.2682 2020-08-05 10:36:54,211 - mmaction - INFO - Epoch [94][260/940] lr: 2.833e-01, eta: 3 days, 1:51:47, time: 1.762, data_time: 0.006, memory: 9063, top1_acc: 0.3633, top5_acc: 0.6162, loss_cls: 2.9014, loss: 2.9014, grad_norm: 1.2792 2020-08-05 10:37:28,702 - mmaction - INFO - Epoch [94][280/940] lr: 2.833e-01, eta: 3 days, 1:51:11, time: 1.723, data_time: 0.005, memory: 9063, top1_acc: 0.3484, top5_acc: 0.6031, loss_cls: 2.9529, loss: 2.9529, grad_norm: 1.2873 2020-08-05 10:38:01,998 - mmaction - INFO - Epoch [94][300/940] lr: 2.833e-01, eta: 3 days, 1:50:31, time: 1.666, data_time: 0.005, memory: 9063, top1_acc: 0.3508, top5_acc: 0.6018, loss_cls: 2.9877, loss: 2.9877, grad_norm: 1.2932 2020-08-05 10:38:35,450 - mmaction - INFO - Epoch [94][320/940] lr: 2.833e-01, eta: 3 days, 1:49:51, time: 1.671, data_time: 0.005, memory: 9063, top1_acc: 0.3637, top5_acc: 0.6070, loss_cls: 2.9369, loss: 2.9369, grad_norm: 1.2672 2020-08-05 10:39:09,654 - mmaction - INFO - Epoch [94][340/940] lr: 2.833e-01, eta: 3 days, 1:49:14, time: 1.710, data_time: 0.006, memory: 9063, top1_acc: 0.3563, top5_acc: 0.6111, loss_cls: 2.9331, loss: 2.9331, grad_norm: 1.3006 2020-08-05 10:39:44,098 - mmaction - INFO - Epoch [94][360/940] lr: 2.833e-01, eta: 3 days, 1:48:38, time: 1.723, data_time: 0.006, memory: 9063, top1_acc: 0.3494, top5_acc: 0.5957, loss_cls: 2.9719, loss: 2.9719, grad_norm: 1.3135 2020-08-05 10:40:18,435 - mmaction - INFO - Epoch [94][380/940] lr: 2.833e-01, eta: 3 days, 1:48:01, time: 1.716, data_time: 0.005, memory: 9063, top1_acc: 0.3537, top5_acc: 0.6104, loss_cls: 2.9538, loss: 2.9538, grad_norm: 1.2388 2020-08-05 10:40:55,045 - mmaction - INFO - Epoch [94][400/940] lr: 2.833e-01, eta: 3 days, 1:47:34, time: 1.832, data_time: 0.006, memory: 9063, top1_acc: 0.3455, top5_acc: 0.5969, loss_cls: 2.9805, loss: 2.9805, grad_norm: 1.2699 2020-08-05 10:41:27,983 - mmaction - INFO - Epoch [94][420/940] lr: 2.833e-01, eta: 3 days, 1:46:52, time: 1.645, data_time: 0.005, memory: 9063, top1_acc: 0.3479, top5_acc: 0.5980, loss_cls: 2.9810, loss: 2.9810, grad_norm: 1.2630 2020-08-05 10:42:02,355 - mmaction - INFO - Epoch [94][440/940] lr: 2.833e-01, eta: 3 days, 1:46:15, time: 1.719, data_time: 0.006, memory: 9063, top1_acc: 0.3510, top5_acc: 0.6008, loss_cls: 2.9330, loss: 2.9330, grad_norm: 1.2722 2020-08-05 10:42:37,726 - mmaction - INFO - Epoch [94][460/940] lr: 2.833e-01, eta: 3 days, 1:45:43, time: 1.768, data_time: 0.005, memory: 9063, top1_acc: 0.3559, top5_acc: 0.6092, loss_cls: 2.9420, loss: 2.9420, grad_norm: 1.2621 2020-08-05 10:43:12,609 - mmaction - INFO - Epoch [94][480/940] lr: 2.833e-01, eta: 3 days, 1:45:09, time: 1.744, data_time: 0.007, memory: 9063, top1_acc: 0.3436, top5_acc: 0.6102, loss_cls: 2.9650, loss: 2.9650, grad_norm: 1.2810 2020-08-05 10:43:46,274 - mmaction - INFO - Epoch [94][500/940] lr: 2.833e-01, eta: 3 days, 1:44:30, time: 1.684, data_time: 0.005, memory: 9063, top1_acc: 0.3512, top5_acc: 0.6021, loss_cls: 2.9586, loss: 2.9586, grad_norm: 1.2797 2020-08-05 10:44:21,048 - mmaction - INFO - Epoch [94][520/940] lr: 2.833e-01, eta: 3 days, 1:43:55, time: 1.737, data_time: 0.005, memory: 9063, top1_acc: 0.3598, top5_acc: 0.6107, loss_cls: 2.9217, loss: 2.9217, grad_norm: 1.2556 2020-08-05 10:44:54,453 - mmaction - INFO - Epoch [94][540/940] lr: 2.833e-01, eta: 3 days, 1:43:15, time: 1.670, data_time: 0.005, memory: 9063, top1_acc: 0.3404, top5_acc: 0.6029, loss_cls: 2.9984, loss: 2.9984, grad_norm: 1.3030 2020-08-05 10:45:29,077 - mmaction - INFO - Epoch [94][560/940] lr: 2.833e-01, eta: 3 days, 1:42:40, time: 1.732, data_time: 0.008, memory: 9063, top1_acc: 0.3557, top5_acc: 0.6090, loss_cls: 2.9361, loss: 2.9361, grad_norm: 1.2570 2020-08-05 10:46:04,565 - mmaction - INFO - Epoch [94][580/940] lr: 2.833e-01, eta: 3 days, 1:42:08, time: 1.775, data_time: 0.007, memory: 9063, top1_acc: 0.3461, top5_acc: 0.6064, loss_cls: 2.9614, loss: 2.9614, grad_norm: 1.2961 2020-08-05 10:46:38,405 - mmaction - INFO - Epoch [94][600/940] lr: 2.833e-01, eta: 3 days, 1:41:29, time: 1.693, data_time: 0.005, memory: 9063, top1_acc: 0.3488, top5_acc: 0.6043, loss_cls: 2.9628, loss: 2.9628, grad_norm: 1.2859 2020-08-05 10:47:13,600 - mmaction - INFO - Epoch [94][620/940] lr: 2.833e-01, eta: 3 days, 1:40:56, time: 1.759, data_time: 0.004, memory: 9063, top1_acc: 0.3455, top5_acc: 0.6053, loss_cls: 2.9769, loss: 2.9769, grad_norm: 1.2545 2020-08-05 10:47:47,155 - mmaction - INFO - Epoch [94][640/940] lr: 2.833e-01, eta: 3 days, 1:40:17, time: 1.679, data_time: 0.005, memory: 9063, top1_acc: 0.3422, top5_acc: 0.6057, loss_cls: 2.9725, loss: 2.9725, grad_norm: 1.2873 2020-08-05 10:48:22,427 - mmaction - INFO - Epoch [94][660/940] lr: 2.833e-01, eta: 3 days, 1:39:44, time: 1.761, data_time: 0.004, memory: 9063, top1_acc: 0.3451, top5_acc: 0.6080, loss_cls: 2.9490, loss: 2.9490, grad_norm: 1.2788 2020-08-05 10:48:56,386 - mmaction - INFO - Epoch [94][680/940] lr: 2.833e-01, eta: 3 days, 1:39:06, time: 1.700, data_time: 0.006, memory: 9063, top1_acc: 0.3553, top5_acc: 0.6033, loss_cls: 2.9625, loss: 2.9625, grad_norm: 1.2718 2020-08-05 10:49:31,538 - mmaction - INFO - Epoch [94][700/940] lr: 2.833e-01, eta: 3 days, 1:38:33, time: 1.758, data_time: 0.002, memory: 9063, top1_acc: 0.3543, top5_acc: 0.6035, loss_cls: 2.9688, loss: 2.9688, grad_norm: 1.2712 2020-08-05 10:50:04,965 - mmaction - INFO - Epoch [94][720/940] lr: 2.833e-01, eta: 3 days, 1:37:53, time: 1.671, data_time: 0.005, memory: 9063, top1_acc: 0.3604, top5_acc: 0.6053, loss_cls: 2.9279, loss: 2.9279, grad_norm: 1.2669 2020-08-05 10:50:39,029 - mmaction - INFO - Epoch [94][740/940] lr: 2.833e-01, eta: 3 days, 1:37:15, time: 1.703, data_time: 0.002, memory: 9063, top1_acc: 0.3461, top5_acc: 0.5914, loss_cls: 3.0021, loss: 3.0021, grad_norm: 1.2985 2020-08-05 10:51:12,557 - mmaction - INFO - Epoch [94][760/940] lr: 2.833e-01, eta: 3 days, 1:36:36, time: 1.675, data_time: 0.005, memory: 9063, top1_acc: 0.3564, top5_acc: 0.6131, loss_cls: 2.9108, loss: 2.9108, grad_norm: 1.2439 2020-08-05 10:51:46,822 - mmaction - INFO - Epoch [94][780/940] lr: 2.833e-01, eta: 3 days, 1:35:59, time: 1.714, data_time: 0.005, memory: 9063, top1_acc: 0.3617, top5_acc: 0.6127, loss_cls: 2.8983, loss: 2.8983, grad_norm: 1.2737 2020-08-05 10:52:22,241 - mmaction - INFO - Epoch [94][800/940] lr: 2.833e-01, eta: 3 days, 1:35:27, time: 1.768, data_time: 0.006, memory: 9063, top1_acc: 0.3512, top5_acc: 0.6004, loss_cls: 2.9641, loss: 2.9641, grad_norm: 1.3011 2020-08-05 10:52:55,841 - mmaction - INFO - Epoch [94][820/940] lr: 2.833e-01, eta: 3 days, 1:34:48, time: 1.684, data_time: 0.007, memory: 9063, top1_acc: 0.3496, top5_acc: 0.5961, loss_cls: 2.9710, loss: 2.9710, grad_norm: 1.2836 2020-08-05 10:53:29,757 - mmaction - INFO - Epoch [94][840/940] lr: 2.833e-01, eta: 3 days, 1:34:09, time: 1.694, data_time: 0.005, memory: 9063, top1_acc: 0.3559, top5_acc: 0.6035, loss_cls: 2.9780, loss: 2.9780, grad_norm: 1.2754 2020-08-05 10:54:04,162 - mmaction - INFO - Epoch [94][860/940] lr: 2.833e-01, eta: 3 days, 1:33:33, time: 1.720, data_time: 0.006, memory: 9063, top1_acc: 0.3586, top5_acc: 0.6145, loss_cls: 2.9024, loss: 2.9024, grad_norm: 1.2905 2020-08-05 10:54:37,519 - mmaction - INFO - Epoch [94][880/940] lr: 2.833e-01, eta: 3 days, 1:32:53, time: 1.670, data_time: 0.009, memory: 9063, top1_acc: 0.3545, top5_acc: 0.6000, loss_cls: 2.9695, loss: 2.9695, grad_norm: 1.2873 2020-08-05 10:55:11,524 - mmaction - INFO - Epoch [94][900/940] lr: 2.833e-01, eta: 3 days, 1:32:15, time: 1.696, data_time: 0.007, memory: 9063, top1_acc: 0.3514, top5_acc: 0.6084, loss_cls: 2.9323, loss: 2.9323, grad_norm: 1.2664 2020-08-05 10:55:46,151 - mmaction - INFO - Epoch [94][920/940] lr: 2.833e-01, eta: 3 days, 1:31:40, time: 1.736, data_time: 0.007, memory: 9063, top1_acc: 0.3551, top5_acc: 0.6086, loss_cls: 2.9248, loss: 2.9248, grad_norm: 1.2520 2020-08-05 10:56:19,056 - mmaction - INFO - Epoch [94][940/940] lr: 2.833e-01, eta: 3 days, 1:30:58, time: 1.644, data_time: 0.005, memory: 9063, top1_acc: 0.3452, top5_acc: 0.5970, loss_cls: 3.0050, loss: 3.0050, grad_norm: 1.3028 2020-08-05 10:57:23,833 - mmaction - INFO - Epoch [95][20/940] lr: 2.810e-01, eta: 3 days, 1:32:18, time: 3.220, data_time: 0.439, memory: 9063, top1_acc: 0.3564, top5_acc: 0.6070, loss_cls: 2.9444, loss: 2.9444, grad_norm: 1.2968 2020-08-05 10:57:56,786 - mmaction - INFO - Epoch [95][40/940] lr: 2.810e-01, eta: 3 days, 1:31:36, time: 1.648, data_time: 0.005, memory: 9063, top1_acc: 0.3613, top5_acc: 0.6113, loss_cls: 2.9071, loss: 2.9071, grad_norm: 1.2804 2020-08-05 10:58:30,318 - mmaction - INFO - Epoch [95][60/940] lr: 2.810e-01, eta: 3 days, 1:30:56, time: 1.674, data_time: 0.004, memory: 9063, top1_acc: 0.3598, top5_acc: 0.6061, loss_cls: 2.9406, loss: 2.9406, grad_norm: 1.2946 2020-08-05 10:59:03,486 - mmaction - INFO - Epoch [95][80/940] lr: 2.810e-01, eta: 3 days, 1:30:15, time: 1.659, data_time: 0.006, memory: 9063, top1_acc: 0.3607, top5_acc: 0.6113, loss_cls: 2.8834, loss: 2.8834, grad_norm: 1.2702 2020-08-05 10:59:37,681 - mmaction - INFO - Epoch [95][100/940] lr: 2.810e-01, eta: 3 days, 1:29:38, time: 1.710, data_time: 0.005, memory: 9063, top1_acc: 0.3561, top5_acc: 0.6105, loss_cls: 2.9141, loss: 2.9141, grad_norm: 1.3005 2020-08-05 11:00:13,358 - mmaction - INFO - Epoch [95][120/940] lr: 2.810e-01, eta: 3 days, 1:29:07, time: 1.776, data_time: 0.007, memory: 9063, top1_acc: 0.3658, top5_acc: 0.6207, loss_cls: 2.8741, loss: 2.8741, grad_norm: 1.2619 2020-08-05 11:00:46,096 - mmaction - INFO - Epoch [95][140/940] lr: 2.810e-01, eta: 3 days, 1:28:24, time: 1.642, data_time: 0.022, memory: 9063, top1_acc: 0.3514, top5_acc: 0.6090, loss_cls: 2.9442, loss: 2.9442, grad_norm: 1.2848 2020-08-05 11:01:18,716 - mmaction - INFO - Epoch [95][160/940] lr: 2.810e-01, eta: 3 days, 1:27:41, time: 1.632, data_time: 0.009, memory: 9063, top1_acc: 0.3486, top5_acc: 0.6080, loss_cls: 2.9440, loss: 2.9440, grad_norm: 1.2654 2020-08-05 11:01:53,640 - mmaction - INFO - Epoch [95][180/940] lr: 2.810e-01, eta: 3 days, 1:27:07, time: 1.749, data_time: 0.006, memory: 9063, top1_acc: 0.3553, top5_acc: 0.6098, loss_cls: 2.9265, loss: 2.9265, grad_norm: 1.2751 2020-08-05 11:02:28,704 - mmaction - INFO - Epoch [95][200/940] lr: 2.810e-01, eta: 3 days, 1:26:34, time: 1.751, data_time: 0.005, memory: 9063, top1_acc: 0.3584, top5_acc: 0.6131, loss_cls: 2.9086, loss: 2.9086, grad_norm: 1.2784 2020-08-05 11:03:02,234 - mmaction - INFO - Epoch [95][220/940] lr: 2.810e-01, eta: 3 days, 1:25:54, time: 1.678, data_time: 0.006, memory: 9063, top1_acc: 0.3457, top5_acc: 0.6016, loss_cls: 2.9690, loss: 2.9690, grad_norm: 1.2718 2020-08-05 11:03:38,044 - mmaction - INFO - Epoch [95][240/940] lr: 2.810e-01, eta: 3 days, 1:25:23, time: 1.788, data_time: 0.002, memory: 9063, top1_acc: 0.3572, top5_acc: 0.6062, loss_cls: 2.9270, loss: 2.9270, grad_norm: 1.2522 2020-08-05 11:04:12,051 - mmaction - INFO - Epoch [95][260/940] lr: 2.810e-01, eta: 3 days, 1:24:46, time: 1.701, data_time: 0.008, memory: 9063, top1_acc: 0.3479, top5_acc: 0.6049, loss_cls: 2.9609, loss: 2.9609, grad_norm: 1.2811 2020-08-05 11:04:46,316 - mmaction - INFO - Epoch [95][280/940] lr: 2.810e-01, eta: 3 days, 1:24:09, time: 1.715, data_time: 0.006, memory: 9063, top1_acc: 0.3578, top5_acc: 0.6086, loss_cls: 2.9246, loss: 2.9246, grad_norm: 1.2740 2020-08-05 11:05:21,891 - mmaction - INFO - Epoch [95][300/940] lr: 2.810e-01, eta: 3 days, 1:23:37, time: 1.776, data_time: 0.005, memory: 9063, top1_acc: 0.3469, top5_acc: 0.6002, loss_cls: 2.9746, loss: 2.9746, grad_norm: 1.2454 2020-08-05 11:05:55,524 - mmaction - INFO - Epoch [95][320/940] lr: 2.810e-01, eta: 3 days, 1:22:58, time: 1.680, data_time: 0.006, memory: 9063, top1_acc: 0.3602, top5_acc: 0.6100, loss_cls: 2.9172, loss: 2.9172, grad_norm: 1.2913 2020-08-05 11:06:29,508 - mmaction - INFO - Epoch [95][340/940] lr: 2.810e-01, eta: 3 days, 1:22:20, time: 1.702, data_time: 0.009, memory: 9063, top1_acc: 0.3617, top5_acc: 0.6166, loss_cls: 2.8942, loss: 2.8942, grad_norm: 1.2737 2020-08-05 11:07:03,528 - mmaction - INFO - Epoch [95][360/940] lr: 2.810e-01, eta: 3 days, 1:21:43, time: 1.702, data_time: 0.005, memory: 9063, top1_acc: 0.3594, top5_acc: 0.6133, loss_cls: 2.9119, loss: 2.9119, grad_norm: 1.2781 2020-08-05 11:07:38,464 - mmaction - INFO - Epoch [95][380/940] lr: 2.810e-01, eta: 3 days, 1:21:09, time: 1.745, data_time: 0.005, memory: 9063, top1_acc: 0.3477, top5_acc: 0.5990, loss_cls: 2.9662, loss: 2.9662, grad_norm: 1.2710 2020-08-05 11:08:13,189 - mmaction - INFO - Epoch [95][400/940] lr: 2.810e-01, eta: 3 days, 1:20:34, time: 1.738, data_time: 0.007, memory: 9063, top1_acc: 0.3441, top5_acc: 0.6098, loss_cls: 2.9552, loss: 2.9552, grad_norm: 1.2857 2020-08-05 11:08:48,621 - mmaction - INFO - Epoch [95][420/940] lr: 2.810e-01, eta: 3 days, 1:20:01, time: 1.767, data_time: 0.005, memory: 9063, top1_acc: 0.3520, top5_acc: 0.6016, loss_cls: 2.9803, loss: 2.9803, grad_norm: 1.3046 2020-08-05 11:09:19,853 - mmaction - INFO - Epoch [95][440/940] lr: 2.810e-01, eta: 3 days, 1:19:13, time: 1.566, data_time: 0.007, memory: 9063, top1_acc: 0.3488, top5_acc: 0.6076, loss_cls: 2.9434, loss: 2.9434, grad_norm: 1.2659 2020-08-05 11:09:52,847 - mmaction - INFO - Epoch [95][460/940] lr: 2.810e-01, eta: 3 days, 1:18:32, time: 1.648, data_time: 0.005, memory: 9063, top1_acc: 0.3582, top5_acc: 0.6143, loss_cls: 2.9245, loss: 2.9245, grad_norm: 1.2702 2020-08-05 11:10:26,946 - mmaction - INFO - Epoch [95][480/940] lr: 2.810e-01, eta: 3 days, 1:17:54, time: 1.706, data_time: 0.005, memory: 9063, top1_acc: 0.3555, top5_acc: 0.6127, loss_cls: 2.9344, loss: 2.9344, grad_norm: 1.2672 2020-08-05 11:11:02,479 - mmaction - INFO - Epoch [95][500/940] lr: 2.810e-01, eta: 3 days, 1:17:22, time: 1.775, data_time: 0.005, memory: 9063, top1_acc: 0.3438, top5_acc: 0.6051, loss_cls: 2.9221, loss: 2.9221, grad_norm: 1.2727 2020-08-05 11:11:37,333 - mmaction - INFO - Epoch [95][520/940] lr: 2.810e-01, eta: 3 days, 1:16:48, time: 1.745, data_time: 0.006, memory: 9063, top1_acc: 0.3627, top5_acc: 0.6115, loss_cls: 2.8934, loss: 2.8934, grad_norm: 1.3055 2020-08-05 11:12:11,112 - mmaction - INFO - Epoch [95][540/940] lr: 2.810e-01, eta: 3 days, 1:16:10, time: 1.689, data_time: 0.005, memory: 9063, top1_acc: 0.3482, top5_acc: 0.5943, loss_cls: 2.9990, loss: 2.9990, grad_norm: 1.3224 2020-08-05 11:12:45,944 - mmaction - INFO - Epoch [95][560/940] lr: 2.810e-01, eta: 3 days, 1:15:35, time: 1.742, data_time: 0.004, memory: 9063, top1_acc: 0.3637, top5_acc: 0.6123, loss_cls: 2.9174, loss: 2.9174, grad_norm: 1.2798 2020-08-05 11:13:19,211 - mmaction - INFO - Epoch [95][580/940] lr: 2.810e-01, eta: 3 days, 1:14:55, time: 1.661, data_time: 0.007, memory: 9063, top1_acc: 0.3512, top5_acc: 0.6104, loss_cls: 2.9659, loss: 2.9659, grad_norm: 1.2973 2020-08-05 11:13:53,632 - mmaction - INFO - Epoch [95][600/940] lr: 2.810e-01, eta: 3 days, 1:14:19, time: 1.723, data_time: 0.007, memory: 9063, top1_acc: 0.3527, top5_acc: 0.6039, loss_cls: 2.9396, loss: 2.9396, grad_norm: 1.2682 2020-08-05 11:14:28,213 - mmaction - INFO - Epoch [95][620/940] lr: 2.810e-01, eta: 3 days, 1:13:43, time: 1.728, data_time: 0.005, memory: 9063, top1_acc: 0.3449, top5_acc: 0.5912, loss_cls: 3.0158, loss: 3.0158, grad_norm: 1.2535 2020-08-05 11:15:03,100 - mmaction - INFO - Epoch [95][640/940] lr: 2.810e-01, eta: 3 days, 1:13:09, time: 1.746, data_time: 0.005, memory: 9063, top1_acc: 0.3555, top5_acc: 0.6059, loss_cls: 2.9387, loss: 2.9387, grad_norm: 1.2851 2020-08-05 11:15:37,062 - mmaction - INFO - Epoch [95][660/940] lr: 2.810e-01, eta: 3 days, 1:12:31, time: 1.698, data_time: 0.003, memory: 9063, top1_acc: 0.3604, top5_acc: 0.6225, loss_cls: 2.8791, loss: 2.8791, grad_norm: 1.2734 2020-08-05 11:16:10,855 - mmaction - INFO - Epoch [95][680/940] lr: 2.810e-01, eta: 3 days, 1:11:53, time: 1.688, data_time: 0.005, memory: 9063, top1_acc: 0.3482, top5_acc: 0.6027, loss_cls: 2.9542, loss: 2.9542, grad_norm: 1.2867 2020-08-05 11:16:46,333 - mmaction - INFO - Epoch [95][700/940] lr: 2.810e-01, eta: 3 days, 1:11:21, time: 1.775, data_time: 0.005, memory: 9063, top1_acc: 0.3480, top5_acc: 0.6023, loss_cls: 2.9836, loss: 2.9836, grad_norm: 1.3053 2020-08-05 11:17:21,494 - mmaction - INFO - Epoch [95][720/940] lr: 2.810e-01, eta: 3 days, 1:10:47, time: 1.757, data_time: 0.005, memory: 9063, top1_acc: 0.3561, top5_acc: 0.6107, loss_cls: 2.9432, loss: 2.9432, grad_norm: 1.2949 2020-08-05 11:17:55,374 - mmaction - INFO - Epoch [95][740/940] lr: 2.810e-01, eta: 3 days, 1:10:09, time: 1.695, data_time: 0.006, memory: 9063, top1_acc: 0.3615, top5_acc: 0.6105, loss_cls: 2.9352, loss: 2.9352, grad_norm: 1.2915 2020-08-05 11:18:30,108 - mmaction - INFO - Epoch [95][760/940] lr: 2.810e-01, eta: 3 days, 1:09:34, time: 1.734, data_time: 0.005, memory: 9063, top1_acc: 0.3455, top5_acc: 0.5930, loss_cls: 2.9663, loss: 2.9663, grad_norm: 1.2760 2020-08-05 11:19:04,948 - mmaction - INFO - Epoch [95][780/940] lr: 2.810e-01, eta: 3 days, 1:09:00, time: 1.744, data_time: 0.007, memory: 9063, top1_acc: 0.3469, top5_acc: 0.6004, loss_cls: 2.9472, loss: 2.9472, grad_norm: 1.2780 2020-08-05 11:19:38,498 - mmaction - INFO - Epoch [95][800/940] lr: 2.810e-01, eta: 3 days, 1:08:20, time: 1.678, data_time: 0.005, memory: 9063, top1_acc: 0.3465, top5_acc: 0.6084, loss_cls: 2.9496, loss: 2.9496, grad_norm: 1.3080 2020-08-05 11:20:14,706 - mmaction - INFO - Epoch [95][820/940] lr: 2.810e-01, eta: 3 days, 1:07:51, time: 1.810, data_time: 0.005, memory: 9063, top1_acc: 0.3568, top5_acc: 0.6109, loss_cls: 2.9222, loss: 2.9222, grad_norm: 1.2648 2020-08-05 11:20:49,430 - mmaction - INFO - Epoch [95][840/940] lr: 2.810e-01, eta: 3 days, 1:07:16, time: 1.738, data_time: 0.005, memory: 9063, top1_acc: 0.3623, top5_acc: 0.6156, loss_cls: 2.8986, loss: 2.8986, grad_norm: 1.2872 2020-08-05 11:21:23,879 - mmaction - INFO - Epoch [95][860/940] lr: 2.810e-01, eta: 3 days, 1:06:40, time: 1.720, data_time: 0.005, memory: 9063, top1_acc: 0.3520, top5_acc: 0.6150, loss_cls: 2.9463, loss: 2.9463, grad_norm: 1.3147 2020-08-05 11:21:58,258 - mmaction - INFO - Epoch [95][880/940] lr: 2.810e-01, eta: 3 days, 1:06:04, time: 1.720, data_time: 0.005, memory: 9063, top1_acc: 0.3484, top5_acc: 0.6102, loss_cls: 2.9557, loss: 2.9557, grad_norm: 1.2877 2020-08-05 11:22:33,171 - mmaction - INFO - Epoch [95][900/940] lr: 2.810e-01, eta: 3 days, 1:05:30, time: 1.745, data_time: 0.005, memory: 9063, top1_acc: 0.3537, top5_acc: 0.6033, loss_cls: 2.9553, loss: 2.9553, grad_norm: 1.2812 2020-08-05 11:23:07,919 - mmaction - INFO - Epoch [95][920/940] lr: 2.810e-01, eta: 3 days, 1:04:55, time: 1.738, data_time: 0.005, memory: 9063, top1_acc: 0.3441, top5_acc: 0.5998, loss_cls: 3.0028, loss: 3.0028, grad_norm: 1.2984 2020-08-05 11:23:41,233 - mmaction - INFO - Epoch [95][940/940] lr: 2.810e-01, eta: 3 days, 1:04:15, time: 1.665, data_time: 0.007, memory: 9063, top1_acc: 0.3480, top5_acc: 0.6027, loss_cls: 2.9765, loss: 2.9765, grad_norm: 1.2569 2020-08-05 11:25:08,298 - mmaction - INFO - Epoch [96][20/940] lr: 2.788e-01, eta: 3 days, 1:06:54, time: 4.335, data_time: 0.554, memory: 9063, top1_acc: 0.3547, top5_acc: 0.6033, loss_cls: 2.9376, loss: 2.9376, grad_norm: 1.2907 2020-08-05 11:25:37,152 - mmaction - INFO - Epoch [96][40/940] lr: 2.788e-01, eta: 3 days, 1:05:57, time: 1.444, data_time: 0.003, memory: 9063, top1_acc: 0.3592, top5_acc: 0.6117, loss_cls: 2.8948, loss: 2.8948, grad_norm: 1.2866 2020-08-05 11:26:10,451 - mmaction - INFO - Epoch [96][60/940] lr: 2.788e-01, eta: 3 days, 1:05:17, time: 1.664, data_time: 0.002, memory: 9063, top1_acc: 0.3498, top5_acc: 0.5996, loss_cls: 2.9681, loss: 2.9681, grad_norm: 1.2975 2020-08-05 11:26:44,795 - mmaction - INFO - Epoch [96][80/940] lr: 2.788e-01, eta: 3 days, 1:04:41, time: 1.716, data_time: 0.005, memory: 9063, top1_acc: 0.3686, top5_acc: 0.6152, loss_cls: 2.9082, loss: 2.9082, grad_norm: 1.2807 2020-08-05 11:27:19,139 - mmaction - INFO - Epoch [96][100/940] lr: 2.788e-01, eta: 3 days, 1:04:04, time: 1.718, data_time: 0.006, memory: 9063, top1_acc: 0.3508, top5_acc: 0.6072, loss_cls: 2.9231, loss: 2.9231, grad_norm: 1.2721 2020-08-05 11:27:54,342 - mmaction - INFO - Epoch [96][120/940] lr: 2.788e-01, eta: 3 days, 1:03:31, time: 1.758, data_time: 0.006, memory: 9063, top1_acc: 0.3678, top5_acc: 0.6174, loss_cls: 2.8910, loss: 2.8910, grad_norm: 1.2873 2020-08-05 11:28:28,261 - mmaction - INFO - Epoch [96][140/940] lr: 2.788e-01, eta: 3 days, 1:02:53, time: 1.699, data_time: 0.007, memory: 9063, top1_acc: 0.3553, top5_acc: 0.6070, loss_cls: 2.9083, loss: 2.9083, grad_norm: 1.2711 2020-08-05 11:29:02,524 - mmaction - INFO - Epoch [96][160/940] lr: 2.788e-01, eta: 3 days, 1:02:16, time: 1.711, data_time: 0.006, memory: 9063, top1_acc: 0.3553, top5_acc: 0.6041, loss_cls: 2.9499, loss: 2.9499, grad_norm: 1.2790 2020-08-05 11:29:38,005 - mmaction - INFO - Epoch [96][180/940] lr: 2.788e-01, eta: 3 days, 1:01:44, time: 1.777, data_time: 0.007, memory: 9063, top1_acc: 0.3570, top5_acc: 0.6135, loss_cls: 2.9344, loss: 2.9344, grad_norm: 1.2697 2020-08-05 11:30:11,682 - mmaction - INFO - Epoch [96][200/940] lr: 2.788e-01, eta: 3 days, 1:01:05, time: 1.684, data_time: 0.005, memory: 9063, top1_acc: 0.3598, top5_acc: 0.6133, loss_cls: 2.8811, loss: 2.8811, grad_norm: 1.2839 2020-08-05 11:30:47,167 - mmaction - INFO - Epoch [96][220/940] lr: 2.788e-01, eta: 3 days, 1:00:33, time: 1.774, data_time: 0.002, memory: 9063, top1_acc: 0.3586, top5_acc: 0.6174, loss_cls: 2.8982, loss: 2.8982, grad_norm: 1.2669 2020-08-05 11:31:21,822 - mmaction - INFO - Epoch [96][240/940] lr: 2.788e-01, eta: 3 days, 0:59:58, time: 1.731, data_time: 0.006, memory: 9063, top1_acc: 0.3508, top5_acc: 0.5980, loss_cls: 2.9646, loss: 2.9646, grad_norm: 1.2979 2020-08-05 11:31:55,624 - mmaction - INFO - Epoch [96][260/940] lr: 2.788e-01, eta: 3 days, 0:59:19, time: 1.692, data_time: 0.006, memory: 9063, top1_acc: 0.3477, top5_acc: 0.6141, loss_cls: 2.9248, loss: 2.9248, grad_norm: 1.2904 2020-08-05 11:32:30,865 - mmaction - INFO - Epoch [96][280/940] lr: 2.788e-01, eta: 3 days, 0:58:46, time: 1.761, data_time: 0.005, memory: 9063, top1_acc: 0.3459, top5_acc: 0.6025, loss_cls: 2.9444, loss: 2.9444, grad_norm: 1.2838 2020-08-05 11:33:06,453 - mmaction - INFO - Epoch [96][300/940] lr: 2.788e-01, eta: 3 days, 0:58:14, time: 1.779, data_time: 0.006, memory: 9063, top1_acc: 0.3543, top5_acc: 0.6047, loss_cls: 2.9534, loss: 2.9534, grad_norm: 1.2761 2020-08-05 11:33:40,005 - mmaction - INFO - Epoch [96][320/940] lr: 2.788e-01, eta: 3 days, 0:57:35, time: 1.679, data_time: 0.005, memory: 9063, top1_acc: 0.3543, top5_acc: 0.6205, loss_cls: 2.9148, loss: 2.9148, grad_norm: 1.2693 2020-08-05 11:34:14,479 - mmaction - INFO - Epoch [96][340/940] lr: 2.788e-01, eta: 3 days, 0:56:59, time: 1.723, data_time: 0.005, memory: 9063, top1_acc: 0.3523, top5_acc: 0.6094, loss_cls: 2.9033, loss: 2.9033, grad_norm: 1.3008 2020-08-05 11:34:48,326 - mmaction - INFO - Epoch [96][360/940] lr: 2.788e-01, eta: 3 days, 0:56:21, time: 1.694, data_time: 0.005, memory: 9063, top1_acc: 0.3680, top5_acc: 0.6188, loss_cls: 2.8968, loss: 2.8968, grad_norm: 1.2835 2020-08-05 11:35:23,403 - mmaction - INFO - Epoch [96][380/940] lr: 2.788e-01, eta: 3 days, 0:55:47, time: 1.753, data_time: 0.004, memory: 9063, top1_acc: 0.3539, top5_acc: 0.5984, loss_cls: 2.9889, loss: 2.9889, grad_norm: 1.2623 2020-08-05 11:35:58,062 - mmaction - INFO - Epoch [96][400/940] lr: 2.788e-01, eta: 3 days, 0:55:12, time: 1.730, data_time: 0.005, memory: 9063, top1_acc: 0.3467, top5_acc: 0.5941, loss_cls: 2.9953, loss: 2.9953, grad_norm: 1.2780 2020-08-05 11:36:32,646 - mmaction - INFO - Epoch [96][420/940] lr: 2.788e-01, eta: 3 days, 0:54:36, time: 1.732, data_time: 0.009, memory: 9063, top1_acc: 0.3641, top5_acc: 0.6084, loss_cls: 2.9514, loss: 2.9514, grad_norm: 1.2724 2020-08-05 11:37:06,652 - mmaction - INFO - Epoch [96][440/940] lr: 2.788e-01, eta: 3 days, 0:53:59, time: 1.700, data_time: 0.005, memory: 9063, top1_acc: 0.3480, top5_acc: 0.6020, loss_cls: 2.9606, loss: 2.9606, grad_norm: 1.2894 2020-08-05 11:37:41,193 - mmaction - INFO - Epoch [96][460/940] lr: 2.788e-01, eta: 3 days, 0:53:23, time: 1.728, data_time: 0.005, memory: 9063, top1_acc: 0.3502, top5_acc: 0.6039, loss_cls: 2.9547, loss: 2.9547, grad_norm: 1.2855 2020-08-05 11:38:16,882 - mmaction - INFO - Epoch [96][480/940] lr: 2.788e-01, eta: 3 days, 0:52:51, time: 1.783, data_time: 0.005, memory: 9063, top1_acc: 0.3553, top5_acc: 0.6047, loss_cls: 2.9622, loss: 2.9622, grad_norm: 1.2889 2020-08-05 11:38:50,460 - mmaction - INFO - Epoch [96][500/940] lr: 2.788e-01, eta: 3 days, 0:52:12, time: 1.681, data_time: 0.005, memory: 9063, top1_acc: 0.3514, top5_acc: 0.6074, loss_cls: 2.9436, loss: 2.9436, grad_norm: 1.2618 2020-08-05 11:39:24,184 - mmaction - INFO - Epoch [96][520/940] lr: 2.788e-01, eta: 3 days, 0:51:33, time: 1.683, data_time: 0.002, memory: 9063, top1_acc: 0.3473, top5_acc: 0.6086, loss_cls: 2.9457, loss: 2.9457, grad_norm: 1.2879 2020-08-05 11:39:58,232 - mmaction - INFO - Epoch [96][540/940] lr: 2.788e-01, eta: 3 days, 0:50:56, time: 1.703, data_time: 0.007, memory: 9063, top1_acc: 0.3506, top5_acc: 0.6041, loss_cls: 2.9672, loss: 2.9672, grad_norm: 1.3040 2020-08-05 11:40:32,967 - mmaction - INFO - Epoch [96][560/940] lr: 2.788e-01, eta: 3 days, 0:50:21, time: 1.736, data_time: 0.005, memory: 9063, top1_acc: 0.3537, top5_acc: 0.6104, loss_cls: 2.9329, loss: 2.9329, grad_norm: 1.3163 2020-08-05 11:41:08,718 - mmaction - INFO - Epoch [96][580/940] lr: 2.788e-01, eta: 3 days, 0:49:50, time: 1.790, data_time: 0.006, memory: 9063, top1_acc: 0.3494, top5_acc: 0.6037, loss_cls: 2.9743, loss: 2.9743, grad_norm: 1.2708 2020-08-05 11:41:41,798 - mmaction - INFO - Epoch [96][600/940] lr: 2.788e-01, eta: 3 days, 0:49:09, time: 1.651, data_time: 0.005, memory: 9063, top1_acc: 0.3611, top5_acc: 0.6166, loss_cls: 2.8968, loss: 2.8968, grad_norm: 1.2841 2020-08-05 11:42:18,421 - mmaction - INFO - Epoch [96][620/940] lr: 2.788e-01, eta: 3 days, 0:48:41, time: 1.832, data_time: 0.006, memory: 9063, top1_acc: 0.3584, top5_acc: 0.6059, loss_cls: 2.9444, loss: 2.9444, grad_norm: 1.2588 2020-08-05 11:42:52,895 - mmaction - INFO - Epoch [96][640/940] lr: 2.788e-01, eta: 3 days, 0:48:05, time: 1.722, data_time: 0.005, memory: 9063, top1_acc: 0.3533, top5_acc: 0.6025, loss_cls: 2.9544, loss: 2.9544, grad_norm: 1.2587 2020-08-05 11:43:26,630 - mmaction - INFO - Epoch [96][660/940] lr: 2.788e-01, eta: 3 days, 0:47:26, time: 1.689, data_time: 0.009, memory: 9063, top1_acc: 0.3594, top5_acc: 0.6145, loss_cls: 2.8805, loss: 2.8805, grad_norm: 1.3048 2020-08-05 11:44:01,859 - mmaction - INFO - Epoch [96][680/940] lr: 2.788e-01, eta: 3 days, 0:46:53, time: 1.763, data_time: 0.005, memory: 9063, top1_acc: 0.3582, top5_acc: 0.5990, loss_cls: 2.9686, loss: 2.9686, grad_norm: 1.2858 2020-08-05 11:44:36,358 - mmaction - INFO - Epoch [96][700/940] lr: 2.788e-01, eta: 3 days, 0:46:17, time: 1.723, data_time: 0.005, memory: 9063, top1_acc: 0.3598, top5_acc: 0.6213, loss_cls: 2.8831, loss: 2.8831, grad_norm: 1.2900 2020-08-05 11:45:10,836 - mmaction - INFO - Epoch [96][720/940] lr: 2.788e-01, eta: 3 days, 0:45:41, time: 1.725, data_time: 0.005, memory: 9063, top1_acc: 0.3652, top5_acc: 0.6135, loss_cls: 2.9127, loss: 2.9127, grad_norm: 1.2876 2020-08-05 11:45:45,178 - mmaction - INFO - Epoch [96][740/940] lr: 2.788e-01, eta: 3 days, 0:45:05, time: 1.715, data_time: 0.002, memory: 9063, top1_acc: 0.3633, top5_acc: 0.6014, loss_cls: 2.9282, loss: 2.9282, grad_norm: 1.2743 2020-08-05 11:46:20,002 - mmaction - INFO - Epoch [96][760/940] lr: 2.788e-01, eta: 3 days, 0:44:30, time: 1.741, data_time: 0.007, memory: 9063, top1_acc: 0.3523, top5_acc: 0.6066, loss_cls: 2.9621, loss: 2.9621, grad_norm: 1.2854 2020-08-05 11:46:55,203 - mmaction - INFO - Epoch [96][780/940] lr: 2.788e-01, eta: 3 days, 0:43:57, time: 1.762, data_time: 0.006, memory: 9063, top1_acc: 0.3514, top5_acc: 0.6008, loss_cls: 2.9771, loss: 2.9771, grad_norm: 1.2948 2020-08-05 11:47:29,972 - mmaction - INFO - Epoch [96][800/940] lr: 2.788e-01, eta: 3 days, 0:43:22, time: 1.736, data_time: 0.005, memory: 9063, top1_acc: 0.3549, top5_acc: 0.6027, loss_cls: 2.9465, loss: 2.9465, grad_norm: 1.2955 2020-08-05 11:48:05,544 - mmaction - INFO - Epoch [96][820/940] lr: 2.788e-01, eta: 3 days, 0:42:51, time: 1.782, data_time: 0.006, memory: 9063, top1_acc: 0.3492, top5_acc: 0.6102, loss_cls: 2.9449, loss: 2.9449, grad_norm: 1.2789 2020-08-05 11:48:40,232 - mmaction - INFO - Epoch [96][840/940] lr: 2.788e-01, eta: 3 days, 0:42:15, time: 1.732, data_time: 0.004, memory: 9063, top1_acc: 0.3457, top5_acc: 0.5996, loss_cls: 2.9822, loss: 2.9822, grad_norm: 1.3118 2020-08-05 11:49:14,436 - mmaction - INFO - Epoch [96][860/940] lr: 2.788e-01, eta: 3 days, 0:41:39, time: 1.712, data_time: 0.005, memory: 9063, top1_acc: 0.3488, top5_acc: 0.6039, loss_cls: 2.9758, loss: 2.9758, grad_norm: 1.2669 2020-08-05 11:49:49,986 - mmaction - INFO - Epoch [96][880/940] lr: 2.788e-01, eta: 3 days, 0:41:06, time: 1.776, data_time: 0.005, memory: 9063, top1_acc: 0.3592, top5_acc: 0.5990, loss_cls: 2.9514, loss: 2.9514, grad_norm: 1.2903 2020-08-05 11:50:23,668 - mmaction - INFO - Epoch [96][900/940] lr: 2.788e-01, eta: 3 days, 0:40:28, time: 1.683, data_time: 0.005, memory: 9063, top1_acc: 0.3566, top5_acc: 0.6109, loss_cls: 2.9214, loss: 2.9214, grad_norm: 1.3237 2020-08-05 11:50:59,992 - mmaction - INFO - Epoch [96][920/940] lr: 2.788e-01, eta: 3 days, 0:39:58, time: 1.817, data_time: 0.007, memory: 9063, top1_acc: 0.3549, top5_acc: 0.6143, loss_cls: 2.9513, loss: 2.9513, grad_norm: 1.2839 2020-08-05 11:51:33,716 - mmaction - INFO - Epoch [96][940/940] lr: 2.788e-01, eta: 3 days, 0:39:20, time: 1.686, data_time: 0.008, memory: 9063, top1_acc: 0.3559, top5_acc: 0.6061, loss_cls: 2.9531, loss: 2.9531, grad_norm: 1.2933 2020-08-05 11:51:34,012 - mmaction - INFO - Saving checkpoint at 96 epochs 2020-08-05 11:52:12,367 - mmaction - INFO - Epoch [97][20/940] lr: 2.765e-01, eta: 3 days, 0:38:54, time: 1.859, data_time: 0.401, memory: 9063, top1_acc: 0.3547, top5_acc: 0.6027, loss_cls: 2.9386, loss: 2.9386, grad_norm: 1.3041 2020-08-05 11:52:44,758 - mmaction - INFO - Epoch [97][40/940] lr: 2.765e-01, eta: 3 days, 0:38:10, time: 1.619, data_time: 0.007, memory: 9063, top1_acc: 0.3576, top5_acc: 0.6125, loss_cls: 2.9107, loss: 2.9107, grad_norm: 1.2815 2020-08-05 11:53:20,100 - mmaction - INFO - Epoch [97][60/940] lr: 2.765e-01, eta: 3 days, 0:37:37, time: 1.767, data_time: 0.007, memory: 9063, top1_acc: 0.3617, top5_acc: 0.6086, loss_cls: 2.9131, loss: 2.9131, grad_norm: 1.2847 2020-08-05 11:53:55,146 - mmaction - INFO - Epoch [97][80/940] lr: 2.765e-01, eta: 3 days, 0:37:04, time: 1.754, data_time: 0.006, memory: 9063, top1_acc: 0.3684, top5_acc: 0.6211, loss_cls: 2.8731, loss: 2.8731, grad_norm: 1.2876 2020-08-05 11:54:30,532 - mmaction - INFO - Epoch [97][100/940] lr: 2.765e-01, eta: 3 days, 0:36:31, time: 1.768, data_time: 0.005, memory: 9063, top1_acc: 0.3521, top5_acc: 0.6051, loss_cls: 2.9334, loss: 2.9334, grad_norm: 1.3040 2020-08-05 11:55:05,344 - mmaction - INFO - Epoch [97][120/940] lr: 2.765e-01, eta: 3 days, 0:35:57, time: 1.742, data_time: 0.005, memory: 9063, top1_acc: 0.3697, top5_acc: 0.6248, loss_cls: 2.8593, loss: 2.8593, grad_norm: 1.2706 2020-08-05 11:55:40,518 - mmaction - INFO - Epoch [97][140/940] lr: 2.765e-01, eta: 3 days, 0:35:23, time: 1.759, data_time: 0.002, memory: 9063, top1_acc: 0.3479, top5_acc: 0.6090, loss_cls: 2.9654, loss: 2.9654, grad_norm: 1.2970 2020-08-05 11:56:16,434 - mmaction - INFO - Epoch [97][160/940] lr: 2.765e-01, eta: 3 days, 0:34:52, time: 1.791, data_time: 0.005, memory: 9063, top1_acc: 0.3592, top5_acc: 0.6117, loss_cls: 2.9123, loss: 2.9123, grad_norm: 1.2777 2020-08-05 11:56:50,496 - mmaction - INFO - Epoch [97][180/940] lr: 2.765e-01, eta: 3 days, 0:34:15, time: 1.708, data_time: 0.008, memory: 9063, top1_acc: 0.3508, top5_acc: 0.6004, loss_cls: 2.9807, loss: 2.9807, grad_norm: 1.3134 2020-08-05 11:57:25,469 - mmaction - INFO - Epoch [97][200/940] lr: 2.765e-01, eta: 3 days, 0:33:41, time: 1.747, data_time: 0.005, memory: 9063, top1_acc: 0.3602, top5_acc: 0.6127, loss_cls: 2.8976, loss: 2.8976, grad_norm: 1.2945 2020-08-05 11:58:00,865 - mmaction - INFO - Epoch [97][220/940] lr: 2.765e-01, eta: 3 days, 0:33:08, time: 1.773, data_time: 0.006, memory: 9063, top1_acc: 0.3594, top5_acc: 0.6135, loss_cls: 2.9217, loss: 2.9217, grad_norm: 1.2718 2020-08-05 11:58:35,360 - mmaction - INFO - Epoch [97][240/940] lr: 2.765e-01, eta: 3 days, 0:32:33, time: 1.724, data_time: 0.005, memory: 9063, top1_acc: 0.3615, top5_acc: 0.6262, loss_cls: 2.8860, loss: 2.8860, grad_norm: 1.2978 2020-08-05 11:59:10,356 - mmaction - INFO - Epoch [97][260/940] lr: 2.765e-01, eta: 3 days, 0:31:58, time: 1.748, data_time: 0.002, memory: 9063, top1_acc: 0.3553, top5_acc: 0.6176, loss_cls: 2.9067, loss: 2.9067, grad_norm: 1.2850 2020-08-05 11:59:45,494 - mmaction - INFO - Epoch [97][280/940] lr: 2.765e-01, eta: 3 days, 0:31:25, time: 1.758, data_time: 0.007, memory: 9063, top1_acc: 0.3574, top5_acc: 0.6137, loss_cls: 2.9285, loss: 2.9285, grad_norm: 1.2836 2020-08-05 12:00:23,199 - mmaction - INFO - Epoch [97][300/940] lr: 2.765e-01, eta: 3 days, 0:31:00, time: 1.881, data_time: 0.005, memory: 9063, top1_acc: 0.3537, top5_acc: 0.6105, loss_cls: 2.9216, loss: 2.9216, grad_norm: 1.2951 2020-08-05 12:00:57,708 - mmaction - INFO - Epoch [97][320/940] lr: 2.765e-01, eta: 3 days, 0:30:25, time: 1.730, data_time: 0.013, memory: 9063, top1_acc: 0.3625, top5_acc: 0.6133, loss_cls: 2.9121, loss: 2.9121, grad_norm: 1.2740 2020-08-05 12:01:31,229 - mmaction - INFO - Epoch [97][340/940] lr: 2.765e-01, eta: 3 days, 0:29:46, time: 1.675, data_time: 0.005, memory: 9063, top1_acc: 0.3576, top5_acc: 0.6119, loss_cls: 2.9252, loss: 2.9252, grad_norm: 1.2898 2020-08-05 12:02:08,153 - mmaction - INFO - Epoch [97][360/940] lr: 2.765e-01, eta: 3 days, 0:29:19, time: 1.847, data_time: 0.005, memory: 9063, top1_acc: 0.3586, top5_acc: 0.6092, loss_cls: 2.9589, loss: 2.9589, grad_norm: 1.2862 2020-08-05 12:02:41,974 - mmaction - INFO - Epoch [97][380/940] lr: 2.765e-01, eta: 3 days, 0:28:40, time: 1.690, data_time: 0.007, memory: 9063, top1_acc: 0.3621, top5_acc: 0.6131, loss_cls: 2.9468, loss: 2.9468, grad_norm: 1.2951 2020-08-05 12:03:16,417 - mmaction - INFO - Epoch [97][400/940] lr: 2.765e-01, eta: 3 days, 0:28:04, time: 1.723, data_time: 0.005, memory: 9063, top1_acc: 0.3672, top5_acc: 0.6111, loss_cls: 2.9018, loss: 2.9018, grad_norm: 1.2623 2020-08-05 12:03:52,200 - mmaction - INFO - Epoch [97][420/940] lr: 2.765e-01, eta: 3 days, 0:27:33, time: 1.788, data_time: 0.005, memory: 9063, top1_acc: 0.3527, top5_acc: 0.6039, loss_cls: 2.9578, loss: 2.9578, grad_norm: 1.3022 2020-08-05 12:04:27,120 - mmaction - INFO - Epoch [97][440/940] lr: 2.765e-01, eta: 3 days, 0:26:59, time: 1.748, data_time: 0.005, memory: 9063, top1_acc: 0.3508, top5_acc: 0.6141, loss_cls: 2.9238, loss: 2.9238, grad_norm: 1.2890 2020-08-05 12:05:01,075 - mmaction - INFO - Epoch [97][460/940] lr: 2.765e-01, eta: 3 days, 0:26:21, time: 1.696, data_time: 0.006, memory: 9063, top1_acc: 0.3668, top5_acc: 0.6041, loss_cls: 2.9536, loss: 2.9536, grad_norm: 1.2740 2020-08-05 12:05:36,762 - mmaction - INFO - Epoch [97][480/940] lr: 2.765e-01, eta: 3 days, 0:25:49, time: 1.783, data_time: 0.006, memory: 9063, top1_acc: 0.3600, top5_acc: 0.6092, loss_cls: 2.9194, loss: 2.9194, grad_norm: 1.2738 2020-08-05 12:06:11,383 - mmaction - INFO - Epoch [97][500/940] lr: 2.765e-01, eta: 3 days, 0:25:14, time: 1.734, data_time: 0.006, memory: 9063, top1_acc: 0.3611, top5_acc: 0.6188, loss_cls: 2.9127, loss: 2.9127, grad_norm: 1.2886 2020-08-05 12:06:47,379 - mmaction - INFO - Epoch [97][520/940] lr: 2.765e-01, eta: 3 days, 0:24:44, time: 1.799, data_time: 0.002, memory: 9063, top1_acc: 0.3557, top5_acc: 0.6117, loss_cls: 2.9476, loss: 2.9476, grad_norm: 1.2860 2020-08-05 12:07:20,562 - mmaction - INFO - Epoch [97][540/940] lr: 2.765e-01, eta: 3 days, 0:24:03, time: 1.658, data_time: 0.005, memory: 9063, top1_acc: 0.3488, top5_acc: 0.6055, loss_cls: 2.9592, loss: 2.9592, grad_norm: 1.2891 2020-08-05 12:07:56,226 - mmaction - INFO - Epoch [97][560/940] lr: 2.765e-01, eta: 3 days, 0:23:32, time: 1.785, data_time: 0.005, memory: 9063, top1_acc: 0.3580, top5_acc: 0.6141, loss_cls: 2.9300, loss: 2.9300, grad_norm: 1.2763 2020-08-05 12:08:31,157 - mmaction - INFO - Epoch [97][580/940] lr: 2.765e-01, eta: 3 days, 0:22:57, time: 1.744, data_time: 0.005, memory: 9063, top1_acc: 0.3432, top5_acc: 0.6031, loss_cls: 2.9919, loss: 2.9919, grad_norm: 1.3000 2020-08-05 12:09:06,458 - mmaction - INFO - Epoch [97][600/940] lr: 2.765e-01, eta: 3 days, 0:22:24, time: 1.765, data_time: 0.006, memory: 9063, top1_acc: 0.3531, top5_acc: 0.6078, loss_cls: 2.9418, loss: 2.9418, grad_norm: 1.2876 2020-08-05 12:09:40,148 - mmaction - INFO - Epoch [97][620/940] lr: 2.765e-01, eta: 3 days, 0:21:46, time: 1.685, data_time: 0.006, memory: 9063, top1_acc: 0.3553, top5_acc: 0.5996, loss_cls: 2.9665, loss: 2.9665, grad_norm: 1.2808 2020-08-05 12:10:13,048 - mmaction - INFO - Epoch [97][640/940] lr: 2.765e-01, eta: 3 days, 0:21:04, time: 1.645, data_time: 0.005, memory: 9063, top1_acc: 0.3514, top5_acc: 0.6053, loss_cls: 2.9155, loss: 2.9155, grad_norm: 1.3238 2020-08-05 12:10:47,477 - mmaction - INFO - Epoch [97][660/940] lr: 2.765e-01, eta: 3 days, 0:20:28, time: 1.722, data_time: 0.005, memory: 9063, top1_acc: 0.3527, top5_acc: 0.6064, loss_cls: 2.9452, loss: 2.9452, grad_norm: 1.2777 2020-08-05 12:11:21,928 - mmaction - INFO - Epoch [97][680/940] lr: 2.765e-01, eta: 3 days, 0:19:52, time: 1.723, data_time: 0.005, memory: 9063, top1_acc: 0.3518, top5_acc: 0.6070, loss_cls: 2.9395, loss: 2.9395, grad_norm: 1.2790 2020-08-05 12:11:56,321 - mmaction - INFO - Epoch [97][700/940] lr: 2.765e-01, eta: 3 days, 0:19:16, time: 1.719, data_time: 0.004, memory: 9063, top1_acc: 0.3584, top5_acc: 0.6074, loss_cls: 2.9284, loss: 2.9284, grad_norm: 1.2742 2020-08-05 12:12:32,518 - mmaction - INFO - Epoch [97][720/940] lr: 2.765e-01, eta: 3 days, 0:18:46, time: 1.808, data_time: 0.006, memory: 9063, top1_acc: 0.3576, top5_acc: 0.6043, loss_cls: 2.9534, loss: 2.9534, grad_norm: 1.2714 2020-08-05 12:13:07,545 - mmaction - INFO - Epoch [97][740/940] lr: 2.765e-01, eta: 3 days, 0:18:12, time: 1.753, data_time: 0.006, memory: 9063, top1_acc: 0.3572, top5_acc: 0.6195, loss_cls: 2.9236, loss: 2.9236, grad_norm: 1.2819 2020-08-05 12:13:43,264 - mmaction - INFO - Epoch [97][760/940] lr: 2.765e-01, eta: 3 days, 0:17:41, time: 1.784, data_time: 0.004, memory: 9063, top1_acc: 0.3572, top5_acc: 0.6105, loss_cls: 2.9227, loss: 2.9227, grad_norm: 1.2869 2020-08-05 12:14:17,364 - mmaction - INFO - Epoch [97][780/940] lr: 2.765e-01, eta: 3 days, 0:17:04, time: 1.706, data_time: 0.005, memory: 9063, top1_acc: 0.3582, top5_acc: 0.6174, loss_cls: 2.9240, loss: 2.9240, grad_norm: 1.2930 2020-08-05 12:14:52,983 - mmaction - INFO - Epoch [97][800/940] lr: 2.765e-01, eta: 3 days, 0:16:32, time: 1.780, data_time: 0.005, memory: 9063, top1_acc: 0.3619, top5_acc: 0.6148, loss_cls: 2.9018, loss: 2.9018, grad_norm: 1.3030 2020-08-05 12:15:27,599 - mmaction - INFO - Epoch [97][820/940] lr: 2.765e-01, eta: 3 days, 0:15:56, time: 1.732, data_time: 0.005, memory: 9063, top1_acc: 0.3611, top5_acc: 0.6066, loss_cls: 2.9135, loss: 2.9135, grad_norm: 1.2986 2020-08-05 12:16:02,616 - mmaction - INFO - Epoch [97][840/940] lr: 2.765e-01, eta: 3 days, 0:15:22, time: 1.749, data_time: 0.005, memory: 9063, top1_acc: 0.3600, top5_acc: 0.6100, loss_cls: 2.9314, loss: 2.9314, grad_norm: 1.2867 2020-08-05 12:16:37,275 - mmaction - INFO - Epoch [97][860/940] lr: 2.765e-01, eta: 3 days, 0:14:47, time: 1.734, data_time: 0.005, memory: 9063, top1_acc: 0.3572, top5_acc: 0.6066, loss_cls: 2.9375, loss: 2.9375, grad_norm: 1.2769 2020-08-05 12:17:13,097 - mmaction - INFO - Epoch [97][880/940] lr: 2.765e-01, eta: 3 days, 0:14:16, time: 1.790, data_time: 0.005, memory: 9063, top1_acc: 0.3637, top5_acc: 0.6184, loss_cls: 2.8897, loss: 2.8897, grad_norm: 1.3019 2020-08-05 12:17:47,199 - mmaction - INFO - Epoch [97][900/940] lr: 2.765e-01, eta: 3 days, 0:13:39, time: 1.706, data_time: 0.005, memory: 9063, top1_acc: 0.3449, top5_acc: 0.6076, loss_cls: 2.9591, loss: 2.9591, grad_norm: 1.2912 2020-08-05 12:18:22,540 - mmaction - INFO - Epoch [97][920/940] lr: 2.765e-01, eta: 3 days, 0:13:06, time: 1.765, data_time: 0.007, memory: 9063, top1_acc: 0.3520, top5_acc: 0.6023, loss_cls: 2.9521, loss: 2.9521, grad_norm: 1.2708 2020-08-05 12:18:56,810 - mmaction - INFO - Epoch [97][940/940] lr: 2.765e-01, eta: 3 days, 0:12:29, time: 1.716, data_time: 0.006, memory: 9063, top1_acc: 0.3545, top5_acc: 0.6126, loss_cls: 2.9357, loss: 2.9357, grad_norm: 1.2796 2020-08-05 12:20:33,792 - mmaction - INFO - Epoch [98][20/940] lr: 2.743e-01, eta: 3 days, 0:15:33, time: 4.829, data_time: 0.572, memory: 9063, top1_acc: 0.3564, top5_acc: 0.6086, loss_cls: 2.9154, loss: 2.9154, grad_norm: 1.2793 2020-08-05 12:21:01,716 - mmaction - INFO - Epoch [98][40/940] lr: 2.743e-01, eta: 3 days, 0:14:34, time: 1.398, data_time: 0.006, memory: 9063, top1_acc: 0.3539, top5_acc: 0.5998, loss_cls: 2.9536, loss: 2.9536, grad_norm: 1.3006 2020-08-05 12:21:34,029 - mmaction - INFO - Epoch [98][60/940] lr: 2.743e-01, eta: 3 days, 0:13:50, time: 1.614, data_time: 0.006, memory: 9063, top1_acc: 0.3588, top5_acc: 0.6143, loss_cls: 2.8982, loss: 2.8982, grad_norm: 1.2959 2020-08-05 12:22:07,635 - mmaction - INFO - Epoch [98][80/940] lr: 2.743e-01, eta: 3 days, 0:13:11, time: 1.682, data_time: 0.005, memory: 9063, top1_acc: 0.3680, top5_acc: 0.6145, loss_cls: 2.8836, loss: 2.8836, grad_norm: 1.2835 2020-08-05 12:22:41,701 - mmaction - INFO - Epoch [98][100/940] lr: 2.743e-01, eta: 3 days, 0:12:34, time: 1.702, data_time: 0.006, memory: 9063, top1_acc: 0.3596, top5_acc: 0.6035, loss_cls: 2.9291, loss: 2.9291, grad_norm: 1.3059 2020-08-05 12:23:16,905 - mmaction - INFO - Epoch [98][120/940] lr: 2.743e-01, eta: 3 days, 0:12:00, time: 1.762, data_time: 0.005, memory: 9063, top1_acc: 0.3576, top5_acc: 0.6084, loss_cls: 2.9241, loss: 2.9241, grad_norm: 1.2997 2020-08-05 12:23:52,319 - mmaction - INFO - Epoch [98][140/940] lr: 2.743e-01, eta: 3 days, 0:11:28, time: 1.769, data_time: 0.006, memory: 9063, top1_acc: 0.3607, top5_acc: 0.6154, loss_cls: 2.9260, loss: 2.9260, grad_norm: 1.2957 2020-08-05 12:24:27,737 - mmaction - INFO - Epoch [98][160/940] lr: 2.743e-01, eta: 3 days, 0:10:55, time: 1.769, data_time: 0.005, memory: 9063, top1_acc: 0.3736, top5_acc: 0.6186, loss_cls: 2.8641, loss: 2.8641, grad_norm: 1.2930 2020-08-05 12:25:03,550 - mmaction - INFO - Epoch [98][180/940] lr: 2.743e-01, eta: 3 days, 0:10:24, time: 1.794, data_time: 0.007, memory: 9063, top1_acc: 0.3570, top5_acc: 0.6055, loss_cls: 2.9170, loss: 2.9170, grad_norm: 1.3015 2020-08-05 12:25:38,184 - mmaction - INFO - Epoch [98][200/940] lr: 2.743e-01, eta: 3 days, 0:09:48, time: 1.732, data_time: 0.003, memory: 9063, top1_acc: 0.3650, top5_acc: 0.6057, loss_cls: 2.9009, loss: 2.9009, grad_norm: 1.2889 2020-08-05 12:26:10,989 - mmaction - INFO - Epoch [98][220/940] lr: 2.743e-01, eta: 3 days, 0:09:06, time: 1.639, data_time: 0.005, memory: 9063, top1_acc: 0.3701, top5_acc: 0.6158, loss_cls: 2.8835, loss: 2.8835, grad_norm: 1.2640 2020-08-05 12:26:46,122 - mmaction - INFO - Epoch [98][240/940] lr: 2.743e-01, eta: 3 days, 0:08:33, time: 1.758, data_time: 0.005, memory: 9063, top1_acc: 0.3572, top5_acc: 0.6104, loss_cls: 2.9181, loss: 2.9181, grad_norm: 1.2785 2020-08-05 12:27:20,644 - mmaction - INFO - Epoch [98][260/940] lr: 2.743e-01, eta: 3 days, 0:07:57, time: 1.725, data_time: 0.005, memory: 9063, top1_acc: 0.3463, top5_acc: 0.6039, loss_cls: 2.9591, loss: 2.9591, grad_norm: 1.2827 2020-08-05 12:27:56,312 - mmaction - INFO - Epoch [98][280/940] lr: 2.743e-01, eta: 3 days, 0:07:25, time: 1.785, data_time: 0.005, memory: 9063, top1_acc: 0.3652, top5_acc: 0.6174, loss_cls: 2.8740, loss: 2.8740, grad_norm: 1.2872 2020-08-05 12:28:32,231 - mmaction - INFO - Epoch [98][300/940] lr: 2.743e-01, eta: 3 days, 0:06:54, time: 1.794, data_time: 0.005, memory: 9063, top1_acc: 0.3557, top5_acc: 0.6123, loss_cls: 2.9303, loss: 2.9303, grad_norm: 1.3116 2020-08-05 12:29:05,669 - mmaction - INFO - Epoch [98][320/940] lr: 2.743e-01, eta: 3 days, 0:06:14, time: 1.672, data_time: 0.006, memory: 9063, top1_acc: 0.3648, top5_acc: 0.6094, loss_cls: 2.9006, loss: 2.9006, grad_norm: 1.3005 2020-08-05 12:29:41,444 - mmaction - INFO - Epoch [98][340/940] lr: 2.743e-01, eta: 3 days, 0:05:43, time: 1.791, data_time: 0.006, memory: 9063, top1_acc: 0.3598, top5_acc: 0.6037, loss_cls: 2.9264, loss: 2.9264, grad_norm: 1.2855 2020-08-05 12:30:15,395 - mmaction - INFO - Epoch [98][360/940] lr: 2.743e-01, eta: 3 days, 0:05:05, time: 1.695, data_time: 0.005, memory: 9063, top1_acc: 0.3482, top5_acc: 0.6119, loss_cls: 2.9378, loss: 2.9378, grad_norm: 1.3085 2020-08-05 12:30:51,104 - mmaction - INFO - Epoch [98][380/940] lr: 2.743e-01, eta: 3 days, 0:04:33, time: 1.785, data_time: 0.006, memory: 9063, top1_acc: 0.3637, top5_acc: 0.6184, loss_cls: 2.9118, loss: 2.9118, grad_norm: 1.3023 2020-08-05 12:31:26,635 - mmaction - INFO - Epoch [98][400/940] lr: 2.743e-01, eta: 3 days, 0:04:01, time: 1.775, data_time: 0.007, memory: 9063, top1_acc: 0.3666, top5_acc: 0.6184, loss_cls: 2.8704, loss: 2.8704, grad_norm: 1.2882 2020-08-05 12:32:00,718 - mmaction - INFO - Epoch [98][420/940] lr: 2.743e-01, eta: 3 days, 0:03:24, time: 1.707, data_time: 0.007, memory: 9063, top1_acc: 0.3561, top5_acc: 0.6082, loss_cls: 2.9306, loss: 2.9306, grad_norm: 1.2692 2020-08-05 12:32:36,020 - mmaction - INFO - Epoch [98][440/940] lr: 2.743e-01, eta: 3 days, 0:02:51, time: 1.764, data_time: 0.005, memory: 9063, top1_acc: 0.3523, top5_acc: 0.6154, loss_cls: 2.8940, loss: 2.8940, grad_norm: 1.2927 2020-08-05 12:33:11,794 - mmaction - INFO - Epoch [98][460/940] lr: 2.743e-01, eta: 3 days, 0:02:19, time: 1.790, data_time: 0.004, memory: 9063, top1_acc: 0.3643, top5_acc: 0.6215, loss_cls: 2.8705, loss: 2.8705, grad_norm: 1.3131 2020-08-05 12:33:46,492 - mmaction - INFO - Epoch [98][480/940] lr: 2.743e-01, eta: 3 days, 0:01:44, time: 1.733, data_time: 0.005, memory: 9063, top1_acc: 0.3543, top5_acc: 0.6117, loss_cls: 2.9235, loss: 2.9235, grad_norm: 1.2965 2020-08-05 12:34:20,834 - mmaction - INFO - Epoch [98][500/940] lr: 2.743e-01, eta: 3 days, 0:01:08, time: 1.719, data_time: 0.005, memory: 9063, top1_acc: 0.3586, top5_acc: 0.6086, loss_cls: 2.9187, loss: 2.9187, grad_norm: 1.2750 2020-08-05 12:34:55,498 - mmaction - INFO - Epoch [98][520/940] lr: 2.743e-01, eta: 3 days, 0:00:32, time: 1.731, data_time: 0.004, memory: 9063, top1_acc: 0.3625, top5_acc: 0.6141, loss_cls: 2.9469, loss: 2.9469, grad_norm: 1.3135 2020-08-05 12:35:31,021 - mmaction - INFO - Epoch [98][540/940] lr: 2.743e-01, eta: 3 days, 0:00:00, time: 1.774, data_time: 0.005, memory: 9063, top1_acc: 0.3520, top5_acc: 0.6102, loss_cls: 2.9486, loss: 2.9486, grad_norm: 1.2895 2020-08-05 12:36:05,540 - mmaction - INFO - Epoch [98][560/940] lr: 2.743e-01, eta: 2 days, 23:59:24, time: 1.728, data_time: 0.010, memory: 9063, top1_acc: 0.3598, top5_acc: 0.6158, loss_cls: 2.9127, loss: 2.9127, grad_norm: 1.2966 2020-08-05 12:36:41,414 - mmaction - INFO - Epoch [98][580/940] lr: 2.743e-01, eta: 2 days, 23:58:53, time: 1.796, data_time: 0.006, memory: 9063, top1_acc: 0.3521, top5_acc: 0.5932, loss_cls: 2.9682, loss: 2.9682, grad_norm: 1.3194 2020-08-05 12:37:15,861 - mmaction - INFO - Epoch [98][600/940] lr: 2.743e-01, eta: 2 days, 23:58:17, time: 1.721, data_time: 0.005, memory: 9063, top1_acc: 0.3680, top5_acc: 0.6223, loss_cls: 2.8901, loss: 2.8901, grad_norm: 1.2697 2020-08-05 12:37:50,674 - mmaction - INFO - Epoch [98][620/940] lr: 2.743e-01, eta: 2 days, 23:57:42, time: 1.742, data_time: 0.006, memory: 9063, top1_acc: 0.3484, top5_acc: 0.6031, loss_cls: 2.9629, loss: 2.9629, grad_norm: 1.2915 2020-08-05 12:38:24,918 - mmaction - INFO - Epoch [98][640/940] lr: 2.743e-01, eta: 2 days, 23:57:05, time: 1.711, data_time: 0.005, memory: 9063, top1_acc: 0.3482, top5_acc: 0.6000, loss_cls: 2.9670, loss: 2.9670, grad_norm: 1.2988 2020-08-05 12:38:59,876 - mmaction - INFO - Epoch [98][660/940] lr: 2.743e-01, eta: 2 days, 23:56:31, time: 1.748, data_time: 0.005, memory: 9063, top1_acc: 0.3570, top5_acc: 0.6094, loss_cls: 2.9273, loss: 2.9273, grad_norm: 1.3033 2020-08-05 12:39:34,895 - mmaction - INFO - Epoch [98][680/940] lr: 2.743e-01, eta: 2 days, 23:55:57, time: 1.750, data_time: 0.005, memory: 9063, top1_acc: 0.3604, top5_acc: 0.6148, loss_cls: 2.9315, loss: 2.9315, grad_norm: 1.2822 2020-08-05 12:40:06,992 - mmaction - INFO - Epoch [98][700/940] lr: 2.743e-01, eta: 2 days, 23:55:13, time: 1.607, data_time: 0.006, memory: 9063, top1_acc: 0.3611, top5_acc: 0.6098, loss_cls: 2.9048, loss: 2.9048, grad_norm: 1.2855 2020-08-05 12:40:41,607 - mmaction - INFO - Epoch [98][720/940] lr: 2.743e-01, eta: 2 days, 23:54:37, time: 1.728, data_time: 0.002, memory: 9063, top1_acc: 0.3547, top5_acc: 0.6109, loss_cls: 2.9435, loss: 2.9435, grad_norm: 1.3029 2020-08-05 12:41:16,034 - mmaction - INFO - Epoch [98][740/940] lr: 2.743e-01, eta: 2 days, 23:54:01, time: 1.719, data_time: 0.007, memory: 9063, top1_acc: 0.3432, top5_acc: 0.5941, loss_cls: 2.9870, loss: 2.9870, grad_norm: 1.3106 2020-08-05 12:41:50,588 - mmaction - INFO - Epoch [98][760/940] lr: 2.743e-01, eta: 2 days, 23:53:26, time: 1.733, data_time: 0.008, memory: 9063, top1_acc: 0.3637, top5_acc: 0.6199, loss_cls: 2.8989, loss: 2.8989, grad_norm: 1.2651 2020-08-05 12:42:26,016 - mmaction - INFO - Epoch [98][780/940] lr: 2.743e-01, eta: 2 days, 23:52:53, time: 1.770, data_time: 0.005, memory: 9063, top1_acc: 0.3518, top5_acc: 0.6107, loss_cls: 2.9255, loss: 2.9255, grad_norm: 1.2892 2020-08-05 12:43:01,765 - mmaction - INFO - Epoch [98][800/940] lr: 2.743e-01, eta: 2 days, 23:52:21, time: 1.789, data_time: 0.005, memory: 9063, top1_acc: 0.3494, top5_acc: 0.6098, loss_cls: 2.9523, loss: 2.9523, grad_norm: 1.2829 2020-08-05 12:43:35,851 - mmaction - INFO - Epoch [98][820/940] lr: 2.743e-01, eta: 2 days, 23:51:44, time: 1.703, data_time: 0.005, memory: 9063, top1_acc: 0.3572, top5_acc: 0.6164, loss_cls: 2.9174, loss: 2.9174, grad_norm: 1.3032 2020-08-05 12:44:10,277 - mmaction - INFO - Epoch [98][840/940] lr: 2.743e-01, eta: 2 days, 23:51:08, time: 1.723, data_time: 0.005, memory: 9063, top1_acc: 0.3410, top5_acc: 0.5910, loss_cls: 3.0067, loss: 3.0067, grad_norm: 1.2710 2020-08-05 12:44:45,092 - mmaction - INFO - Epoch [98][860/940] lr: 2.743e-01, eta: 2 days, 23:50:33, time: 1.738, data_time: 0.005, memory: 9063, top1_acc: 0.3496, top5_acc: 0.6010, loss_cls: 2.9501, loss: 2.9501, grad_norm: 1.3204 2020-08-05 12:45:20,510 - mmaction - INFO - Epoch [98][880/940] lr: 2.743e-01, eta: 2 days, 23:50:00, time: 1.771, data_time: 0.006, memory: 9063, top1_acc: 0.3674, top5_acc: 0.6072, loss_cls: 2.9121, loss: 2.9121, grad_norm: 1.2656 2020-08-05 12:45:54,772 - mmaction - INFO - Epoch [98][900/940] lr: 2.743e-01, eta: 2 days, 23:49:24, time: 1.715, data_time: 0.006, memory: 9063, top1_acc: 0.3504, top5_acc: 0.6176, loss_cls: 2.9022, loss: 2.9022, grad_norm: 1.2982 2020-08-05 12:46:29,579 - mmaction - INFO - Epoch [98][920/940] lr: 2.743e-01, eta: 2 days, 23:48:49, time: 1.738, data_time: 0.005, memory: 9063, top1_acc: 0.3563, top5_acc: 0.6131, loss_cls: 2.9226, loss: 2.9226, grad_norm: 1.3028 2020-08-05 12:47:05,765 - mmaction - INFO - Epoch [98][940/940] lr: 2.743e-01, eta: 2 days, 23:48:19, time: 1.813, data_time: 0.007, memory: 9063, top1_acc: 0.3427, top5_acc: 0.5919, loss_cls: 2.9988, loss: 2.9988, grad_norm: 1.3021 2020-08-05 12:48:10,801 - mmaction - INFO - Epoch [99][20/940] lr: 2.720e-01, eta: 2 days, 23:49:27, time: 3.234, data_time: 0.469, memory: 9063, top1_acc: 0.3537, top5_acc: 0.6025, loss_cls: 2.9550, loss: 2.9550, grad_norm: 1.2908 2020-08-05 12:48:39,440 - mmaction - INFO - Epoch [99][40/940] lr: 2.720e-01, eta: 2 days, 23:48:31, time: 1.432, data_time: 0.006, memory: 9063, top1_acc: 0.3719, top5_acc: 0.6227, loss_cls: 2.8513, loss: 2.8513, grad_norm: 1.2892 2020-08-05 12:49:09,943 - mmaction - INFO - Epoch [99][60/940] lr: 2.720e-01, eta: 2 days, 23:47:41, time: 1.526, data_time: 0.004, memory: 9063, top1_acc: 0.3518, top5_acc: 0.6043, loss_cls: 2.9265, loss: 2.9265, grad_norm: 1.3111 2020-08-05 12:49:44,222 - mmaction - INFO - Epoch [99][80/940] lr: 2.720e-01, eta: 2 days, 23:47:04, time: 1.714, data_time: 0.005, memory: 9063, top1_acc: 0.3578, top5_acc: 0.6152, loss_cls: 2.9177, loss: 2.9177, grad_norm: 1.2956 2020-08-05 12:50:19,908 - mmaction - INFO - Epoch [99][100/940] lr: 2.720e-01, eta: 2 days, 23:46:32, time: 1.783, data_time: 0.006, memory: 9063, top1_acc: 0.3555, top5_acc: 0.6082, loss_cls: 2.9409, loss: 2.9409, grad_norm: 1.3142 2020-08-05 12:50:55,268 - mmaction - INFO - Epoch [99][120/940] lr: 2.720e-01, eta: 2 days, 23:46:00, time: 1.770, data_time: 0.006, memory: 9063, top1_acc: 0.3713, top5_acc: 0.6191, loss_cls: 2.8862, loss: 2.8862, grad_norm: 1.3067 2020-08-05 12:51:29,216 - mmaction - INFO - Epoch [99][140/940] lr: 2.720e-01, eta: 2 days, 23:45:22, time: 1.696, data_time: 0.005, memory: 9063, top1_acc: 0.3625, top5_acc: 0.6154, loss_cls: 2.8977, loss: 2.8977, grad_norm: 1.2882 2020-08-05 12:52:04,389 - mmaction - INFO - Epoch [99][160/940] lr: 2.720e-01, eta: 2 days, 23:44:48, time: 1.760, data_time: 0.005, memory: 9063, top1_acc: 0.3717, top5_acc: 0.6162, loss_cls: 2.8504, loss: 2.8504, grad_norm: 1.2963 2020-08-05 12:52:39,803 - mmaction - INFO - Epoch [99][180/940] lr: 2.720e-01, eta: 2 days, 23:44:15, time: 1.769, data_time: 0.005, memory: 9063, top1_acc: 0.3693, top5_acc: 0.6201, loss_cls: 2.8526, loss: 2.8526, grad_norm: 1.2890 2020-08-05 12:53:14,248 - mmaction - INFO - Epoch [99][200/940] lr: 2.720e-01, eta: 2 days, 23:43:39, time: 1.724, data_time: 0.006, memory: 9063, top1_acc: 0.3592, top5_acc: 0.6059, loss_cls: 2.9113, loss: 2.9113, grad_norm: 1.3117 2020-08-05 12:53:49,649 - mmaction - INFO - Epoch [99][220/940] lr: 2.720e-01, eta: 2 days, 23:43:06, time: 1.769, data_time: 0.006, memory: 9063, top1_acc: 0.3654, top5_acc: 0.6107, loss_cls: 2.8893, loss: 2.8893, grad_norm: 1.2975 2020-08-05 12:54:23,729 - mmaction - INFO - Epoch [99][240/940] lr: 2.720e-01, eta: 2 days, 23:42:29, time: 1.706, data_time: 0.005, memory: 9063, top1_acc: 0.3521, top5_acc: 0.5986, loss_cls: 2.9752, loss: 2.9752, grad_norm: 1.2982 2020-08-05 12:54:58,692 - mmaction - INFO - Epoch [99][260/940] lr: 2.720e-01, eta: 2 days, 23:41:54, time: 1.744, data_time: 0.005, memory: 9063, top1_acc: 0.3512, top5_acc: 0.6070, loss_cls: 2.9397, loss: 2.9397, grad_norm: 1.2986 2020-08-05 12:55:33,241 - mmaction - INFO - Epoch [99][280/940] lr: 2.720e-01, eta: 2 days, 23:41:19, time: 1.731, data_time: 0.007, memory: 9063, top1_acc: 0.3613, top5_acc: 0.6064, loss_cls: 2.9242, loss: 2.9242, grad_norm: 1.2985 2020-08-05 12:56:09,211 - mmaction - INFO - Epoch [99][300/940] lr: 2.720e-01, eta: 2 days, 23:40:48, time: 1.799, data_time: 0.005, memory: 9063, top1_acc: 0.3506, top5_acc: 0.6215, loss_cls: 2.9182, loss: 2.9182, grad_norm: 1.3112 2020-08-05 12:56:44,913 - mmaction - INFO - Epoch [99][320/940] lr: 2.720e-01, eta: 2 days, 23:40:16, time: 1.784, data_time: 0.005, memory: 9063, top1_acc: 0.3459, top5_acc: 0.6062, loss_cls: 2.9768, loss: 2.9768, grad_norm: 1.2953 2020-08-05 12:57:19,114 - mmaction - INFO - Epoch [99][340/940] lr: 2.720e-01, eta: 2 days, 23:39:39, time: 1.713, data_time: 0.006, memory: 9063, top1_acc: 0.3604, top5_acc: 0.6193, loss_cls: 2.8850, loss: 2.8850, grad_norm: 1.3002 2020-08-05 12:57:53,766 - mmaction - INFO - Epoch [99][360/940] lr: 2.720e-01, eta: 2 days, 23:39:04, time: 1.730, data_time: 0.004, memory: 9063, top1_acc: 0.3646, top5_acc: 0.6246, loss_cls: 2.8807, loss: 2.8807, grad_norm: 1.3040 2020-08-05 12:58:28,849 - mmaction - INFO - Epoch [99][380/940] lr: 2.720e-01, eta: 2 days, 23:38:30, time: 1.756, data_time: 0.007, memory: 9063, top1_acc: 0.3646, top5_acc: 0.6209, loss_cls: 2.8857, loss: 2.8857, grad_norm: 1.2952 2020-08-05 12:59:03,477 - mmaction - INFO - Epoch [99][400/940] lr: 2.720e-01, eta: 2 days, 23:37:55, time: 1.730, data_time: 0.005, memory: 9063, top1_acc: 0.3555, top5_acc: 0.6096, loss_cls: 2.9381, loss: 2.9381, grad_norm: 1.3067 2020-08-05 12:59:37,276 - mmaction - INFO - Epoch [99][420/940] lr: 2.720e-01, eta: 2 days, 23:37:16, time: 1.692, data_time: 0.005, memory: 9063, top1_acc: 0.3709, top5_acc: 0.6211, loss_cls: 2.8615, loss: 2.8615, grad_norm: 1.2674 2020-08-05 13:00:18,160 - mmaction - INFO - Epoch [99][440/940] lr: 2.720e-01, eta: 2 days, 23:37:02, time: 2.037, data_time: 0.005, memory: 9063, top1_acc: 0.3576, top5_acc: 0.6072, loss_cls: 2.9098, loss: 2.9098, grad_norm: 1.3065 2020-08-05 13:00:52,164 - mmaction - INFO - Epoch [99][460/940] lr: 2.720e-01, eta: 2 days, 23:36:24, time: 1.705, data_time: 0.013, memory: 9063, top1_acc: 0.3506, top5_acc: 0.6125, loss_cls: 2.9397, loss: 2.9397, grad_norm: 1.3156 2020-08-05 13:01:26,133 - mmaction - INFO - Epoch [99][480/940] lr: 2.720e-01, eta: 2 days, 23:35:47, time: 1.699, data_time: 0.007, memory: 9063, top1_acc: 0.3535, top5_acc: 0.6033, loss_cls: 2.9489, loss: 2.9489, grad_norm: 1.2872 2020-08-05 13:02:00,492 - mmaction - INFO - Epoch [99][500/940] lr: 2.720e-01, eta: 2 days, 23:35:10, time: 1.719, data_time: 0.005, memory: 9063, top1_acc: 0.3566, top5_acc: 0.6162, loss_cls: 2.9267, loss: 2.9267, grad_norm: 1.2730 2020-08-05 13:02:35,030 - mmaction - INFO - Epoch [99][520/940] lr: 2.720e-01, eta: 2 days, 23:34:34, time: 1.723, data_time: 0.002, memory: 9063, top1_acc: 0.3576, top5_acc: 0.6150, loss_cls: 2.9233, loss: 2.9233, grad_norm: 1.2957 2020-08-05 13:03:09,303 - mmaction - INFO - Epoch [99][540/940] lr: 2.720e-01, eta: 2 days, 23:33:58, time: 1.715, data_time: 0.009, memory: 9063, top1_acc: 0.3551, top5_acc: 0.6078, loss_cls: 2.9546, loss: 2.9546, grad_norm: 1.2827 2020-08-05 13:03:41,793 - mmaction - INFO - Epoch [99][560/940] lr: 2.720e-01, eta: 2 days, 23:33:15, time: 1.627, data_time: 0.007, memory: 9063, top1_acc: 0.3461, top5_acc: 0.6014, loss_cls: 2.9770, loss: 2.9770, grad_norm: 1.3099 2020-08-05 13:04:16,907 - mmaction - INFO - Epoch [99][580/940] lr: 2.720e-01, eta: 2 days, 23:32:41, time: 1.756, data_time: 0.004, memory: 9063, top1_acc: 0.3596, top5_acc: 0.6135, loss_cls: 2.9431, loss: 2.9431, grad_norm: 1.2888 2020-08-05 13:04:49,846 - mmaction - INFO - Epoch [99][600/940] lr: 2.720e-01, eta: 2 days, 23:32:00, time: 1.647, data_time: 0.002, memory: 9063, top1_acc: 0.3438, top5_acc: 0.5887, loss_cls: 2.9991, loss: 2.9991, grad_norm: 1.2921 2020-08-05 13:05:25,428 - mmaction - INFO - Epoch [99][620/940] lr: 2.720e-01, eta: 2 days, 23:31:28, time: 1.775, data_time: 0.005, memory: 9063, top1_acc: 0.3508, top5_acc: 0.6113, loss_cls: 2.9451, loss: 2.9451, grad_norm: 1.2789 2020-08-05 13:06:00,046 - mmaction - INFO - Epoch [99][640/940] lr: 2.720e-01, eta: 2 days, 23:30:52, time: 1.735, data_time: 0.007, memory: 9063, top1_acc: 0.3625, top5_acc: 0.6184, loss_cls: 2.8969, loss: 2.8969, grad_norm: 1.2922 2020-08-05 13:06:36,251 - mmaction - INFO - Epoch [99][660/940] lr: 2.720e-01, eta: 2 days, 23:30:22, time: 1.809, data_time: 0.005, memory: 9063, top1_acc: 0.3635, top5_acc: 0.6135, loss_cls: 2.9199, loss: 2.9199, grad_norm: 1.2720 2020-08-05 13:07:10,311 - mmaction - INFO - Epoch [99][680/940] lr: 2.720e-01, eta: 2 days, 23:29:45, time: 1.704, data_time: 0.005, memory: 9063, top1_acc: 0.3586, top5_acc: 0.6123, loss_cls: 2.9098, loss: 2.9098, grad_norm: 1.3053 2020-08-05 13:07:44,448 - mmaction - INFO - Epoch [99][700/940] lr: 2.720e-01, eta: 2 days, 23:29:08, time: 1.706, data_time: 0.005, memory: 9063, top1_acc: 0.3449, top5_acc: 0.6008, loss_cls: 2.9462, loss: 2.9462, grad_norm: 1.3005 2020-08-05 13:08:18,632 - mmaction - INFO - Epoch [99][720/940] lr: 2.720e-01, eta: 2 days, 23:28:31, time: 1.710, data_time: 0.005, memory: 9063, top1_acc: 0.3668, top5_acc: 0.6178, loss_cls: 2.8733, loss: 2.8733, grad_norm: 1.2860 2020-08-05 13:08:54,526 - mmaction - INFO - Epoch [99][740/940] lr: 2.720e-01, eta: 2 days, 23:28:00, time: 1.793, data_time: 0.005, memory: 9063, top1_acc: 0.3539, top5_acc: 0.6002, loss_cls: 2.9731, loss: 2.9731, grad_norm: 1.2718 2020-08-05 13:09:28,727 - mmaction - INFO - Epoch [99][760/940] lr: 2.720e-01, eta: 2 days, 23:27:23, time: 1.711, data_time: 0.004, memory: 9063, top1_acc: 0.3617, top5_acc: 0.6217, loss_cls: 2.8802, loss: 2.8802, grad_norm: 1.2837 2020-08-05 13:10:04,781 - mmaction - INFO - Epoch [99][780/940] lr: 2.720e-01, eta: 2 days, 23:26:52, time: 1.802, data_time: 0.005, memory: 9063, top1_acc: 0.3480, top5_acc: 0.6072, loss_cls: 2.9209, loss: 2.9209, grad_norm: 1.3156 2020-08-05 13:10:38,901 - mmaction - INFO - Epoch [99][800/940] lr: 2.720e-01, eta: 2 days, 23:26:15, time: 1.705, data_time: 0.003, memory: 9063, top1_acc: 0.3559, top5_acc: 0.6109, loss_cls: 2.9029, loss: 2.9029, grad_norm: 1.3024 2020-08-05 13:11:12,969 - mmaction - INFO - Epoch [99][820/940] lr: 2.720e-01, eta: 2 days, 23:25:38, time: 1.704, data_time: 0.003, memory: 9063, top1_acc: 0.3447, top5_acc: 0.5975, loss_cls: 2.9882, loss: 2.9882, grad_norm: 1.2769 2020-08-05 13:11:46,868 - mmaction - INFO - Epoch [99][840/940] lr: 2.720e-01, eta: 2 days, 23:24:59, time: 1.691, data_time: 0.005, memory: 9063, top1_acc: 0.3646, top5_acc: 0.6162, loss_cls: 2.8724, loss: 2.8724, grad_norm: 1.3022 2020-08-05 13:12:23,168 - mmaction - INFO - Epoch [99][860/940] lr: 2.720e-01, eta: 2 days, 23:24:30, time: 1.819, data_time: 0.007, memory: 9063, top1_acc: 0.3459, top5_acc: 0.5895, loss_cls: 2.9998, loss: 2.9998, grad_norm: 1.2926 2020-08-05 13:12:57,407 - mmaction - INFO - Epoch [99][880/940] lr: 2.720e-01, eta: 2 days, 23:23:53, time: 1.710, data_time: 0.005, memory: 9063, top1_acc: 0.3637, top5_acc: 0.6074, loss_cls: 2.9026, loss: 2.9026, grad_norm: 1.2927 2020-08-05 13:13:34,812 - mmaction - INFO - Epoch [99][900/940] lr: 2.720e-01, eta: 2 days, 23:23:27, time: 1.871, data_time: 0.006, memory: 9063, top1_acc: 0.3557, top5_acc: 0.6033, loss_cls: 2.9468, loss: 2.9468, grad_norm: 1.3050 2020-08-05 13:14:09,109 - mmaction - INFO - Epoch [99][920/940] lr: 2.720e-01, eta: 2 days, 23:22:50, time: 1.713, data_time: 0.005, memory: 9063, top1_acc: 0.3658, top5_acc: 0.6189, loss_cls: 2.8688, loss: 2.8688, grad_norm: 1.3016 2020-08-05 13:14:42,753 - mmaction - INFO - Epoch [99][940/940] lr: 2.720e-01, eta: 2 days, 23:22:12, time: 1.684, data_time: 0.005, memory: 9063, top1_acc: 0.3366, top5_acc: 0.5966, loss_cls: 3.0057, loss: 3.0057, grad_norm: 1.3221 2020-08-05 13:15:26,710 - mmaction - INFO - Epoch [100][20/940] lr: 2.697e-01, eta: 2 days, 23:22:06, time: 2.174, data_time: 0.582, memory: 9063, top1_acc: 0.3512, top5_acc: 0.6096, loss_cls: 2.9366, loss: 2.9366, grad_norm: 1.3007 2020-08-05 13:16:00,064 - mmaction - INFO - Epoch [100][40/940] lr: 2.697e-01, eta: 2 days, 23:21:26, time: 1.669, data_time: 0.005, memory: 9063, top1_acc: 0.3592, top5_acc: 0.6248, loss_cls: 2.8828, loss: 2.8828, grad_norm: 1.3069 2020-08-05 13:16:36,543 - mmaction - INFO - Epoch [100][60/940] lr: 2.697e-01, eta: 2 days, 23:20:57, time: 1.824, data_time: 0.006, memory: 9063, top1_acc: 0.3641, top5_acc: 0.6180, loss_cls: 2.8792, loss: 2.8792, grad_norm: 1.2820 2020-08-05 13:17:10,078 - mmaction - INFO - Epoch [100][80/940] lr: 2.697e-01, eta: 2 days, 23:20:17, time: 1.674, data_time: 0.003, memory: 9063, top1_acc: 0.3635, top5_acc: 0.6072, loss_cls: 2.8957, loss: 2.8957, grad_norm: 1.2846 2020-08-05 13:17:45,022 - mmaction - INFO - Epoch [100][100/940] lr: 2.697e-01, eta: 2 days, 23:19:43, time: 1.750, data_time: 0.007, memory: 9063, top1_acc: 0.3633, top5_acc: 0.6184, loss_cls: 2.8922, loss: 2.8922, grad_norm: 1.3123 2020-08-05 13:18:18,823 - mmaction - INFO - Epoch [100][120/940] lr: 2.697e-01, eta: 2 days, 23:19:05, time: 1.689, data_time: 0.005, memory: 9063, top1_acc: 0.3586, top5_acc: 0.6105, loss_cls: 2.8913, loss: 2.8913, grad_norm: 1.3036 2020-08-05 13:18:54,264 - mmaction - INFO - Epoch [100][140/940] lr: 2.697e-01, eta: 2 days, 23:18:32, time: 1.773, data_time: 0.005, memory: 9063, top1_acc: 0.3623, top5_acc: 0.6186, loss_cls: 2.8722, loss: 2.8722, grad_norm: 1.2961 2020-08-05 13:19:29,707 - mmaction - INFO - Epoch [100][160/940] lr: 2.697e-01, eta: 2 days, 23:17:59, time: 1.767, data_time: 0.002, memory: 9063, top1_acc: 0.3471, top5_acc: 0.6059, loss_cls: 2.9631, loss: 2.9631, grad_norm: 1.3190 2020-08-05 13:20:05,799 - mmaction - INFO - Epoch [100][180/940] lr: 2.697e-01, eta: 2 days, 23:17:29, time: 1.809, data_time: 0.008, memory: 9063, top1_acc: 0.3676, top5_acc: 0.6230, loss_cls: 2.8537, loss: 2.8537, grad_norm: 1.2775 2020-08-05 13:20:40,705 - mmaction - INFO - Epoch [100][200/940] lr: 2.697e-01, eta: 2 days, 23:16:54, time: 1.745, data_time: 0.004, memory: 9063, top1_acc: 0.3678, top5_acc: 0.6164, loss_cls: 2.8838, loss: 2.8838, grad_norm: 1.3116 2020-08-05 13:21:14,998 - mmaction - INFO - Epoch [100][220/940] lr: 2.697e-01, eta: 2 days, 23:16:18, time: 1.714, data_time: 0.005, memory: 9063, top1_acc: 0.3672, top5_acc: 0.6105, loss_cls: 2.8877, loss: 2.8877, grad_norm: 1.2947 2020-08-05 13:21:50,735 - mmaction - INFO - Epoch [100][240/940] lr: 2.697e-01, eta: 2 days, 23:15:46, time: 1.788, data_time: 0.005, memory: 9063, top1_acc: 0.3539, top5_acc: 0.6115, loss_cls: 2.9289, loss: 2.9289, grad_norm: 1.3231 2020-08-05 13:22:25,152 - mmaction - INFO - Epoch [100][260/940] lr: 2.697e-01, eta: 2 days, 23:15:10, time: 1.719, data_time: 0.005, memory: 9063, top1_acc: 0.3600, top5_acc: 0.6117, loss_cls: 2.9542, loss: 2.9542, grad_norm: 1.2948 2020-08-05 13:23:01,302 - mmaction - INFO - Epoch [100][280/940] lr: 2.697e-01, eta: 2 days, 23:14:39, time: 1.809, data_time: 0.005, memory: 9063, top1_acc: 0.3566, top5_acc: 0.6148, loss_cls: 2.8979, loss: 2.8979, grad_norm: 1.2888 2020-08-05 13:23:35,302 - mmaction - INFO - Epoch [100][300/940] lr: 2.697e-01, eta: 2 days, 23:14:02, time: 1.699, data_time: 0.005, memory: 9063, top1_acc: 0.3660, top5_acc: 0.6104, loss_cls: 2.9084, loss: 2.9084, grad_norm: 1.2981 2020-08-05 13:24:10,686 - mmaction - INFO - Epoch [100][320/940] lr: 2.697e-01, eta: 2 days, 23:13:29, time: 1.770, data_time: 0.005, memory: 9063, top1_acc: 0.3592, top5_acc: 0.6146, loss_cls: 2.8997, loss: 2.8997, grad_norm: 1.3165 2020-08-05 13:24:46,055 - mmaction - INFO - Epoch [100][340/940] lr: 2.697e-01, eta: 2 days, 23:12:56, time: 1.767, data_time: 0.006, memory: 9063, top1_acc: 0.3691, top5_acc: 0.6203, loss_cls: 2.8771, loss: 2.8771, grad_norm: 1.2785 2020-08-05 13:25:20,924 - mmaction - INFO - Epoch [100][360/940] lr: 2.697e-01, eta: 2 days, 23:12:21, time: 1.743, data_time: 0.006, memory: 9063, top1_acc: 0.3605, top5_acc: 0.6035, loss_cls: 2.9729, loss: 2.9729, grad_norm: 1.2977 2020-08-05 13:25:56,292 - mmaction - INFO - Epoch [100][380/940] lr: 2.697e-01, eta: 2 days, 23:11:48, time: 1.770, data_time: 0.006, memory: 9063, top1_acc: 0.3617, top5_acc: 0.6068, loss_cls: 2.9297, loss: 2.9297, grad_norm: 1.2862 2020-08-05 13:26:31,150 - mmaction - INFO - Epoch [100][400/940] lr: 2.697e-01, eta: 2 days, 23:11:13, time: 1.742, data_time: 0.005, memory: 9063, top1_acc: 0.3623, top5_acc: 0.6053, loss_cls: 2.9325, loss: 2.9325, grad_norm: 1.3060 2020-08-05 13:27:05,364 - mmaction - INFO - Epoch [100][420/940] lr: 2.697e-01, eta: 2 days, 23:10:37, time: 1.712, data_time: 0.005, memory: 9063, top1_acc: 0.3617, top5_acc: 0.6154, loss_cls: 2.9063, loss: 2.9063, grad_norm: 1.3159 2020-08-05 13:27:40,364 - mmaction - INFO - Epoch [100][440/940] lr: 2.697e-01, eta: 2 days, 23:10:02, time: 1.748, data_time: 0.004, memory: 9063, top1_acc: 0.3590, top5_acc: 0.6119, loss_cls: 2.9014, loss: 2.9014, grad_norm: 1.3301 2020-08-05 13:28:15,989 - mmaction - INFO - Epoch [100][460/940] lr: 2.697e-01, eta: 2 days, 23:09:30, time: 1.783, data_time: 0.005, memory: 9063, top1_acc: 0.3529, top5_acc: 0.6059, loss_cls: 2.9345, loss: 2.9345, grad_norm: 1.2931 2020-08-05 13:28:50,658 - mmaction - INFO - Epoch [100][480/940] lr: 2.697e-01, eta: 2 days, 23:08:55, time: 1.733, data_time: 0.005, memory: 9063, top1_acc: 0.3617, top5_acc: 0.6014, loss_cls: 2.9555, loss: 2.9555, grad_norm: 1.2836 2020-08-05 13:29:25,426 - mmaction - INFO - Epoch [100][500/940] lr: 2.697e-01, eta: 2 days, 23:08:20, time: 1.739, data_time: 0.003, memory: 9063, top1_acc: 0.3594, top5_acc: 0.6127, loss_cls: 2.9328, loss: 2.9328, grad_norm: 1.2609 2020-08-05 13:30:00,267 - mmaction - INFO - Epoch [100][520/940] lr: 2.697e-01, eta: 2 days, 23:07:45, time: 1.741, data_time: 0.007, memory: 9063, top1_acc: 0.3609, top5_acc: 0.6082, loss_cls: 2.9188, loss: 2.9188, grad_norm: 1.2750 2020-08-05 13:30:35,338 - mmaction - INFO - Epoch [100][540/940] lr: 2.697e-01, eta: 2 days, 23:07:11, time: 1.753, data_time: 0.005, memory: 9063, top1_acc: 0.3742, top5_acc: 0.6160, loss_cls: 2.8876, loss: 2.8876, grad_norm: 1.3148 2020-08-05 13:31:12,072 - mmaction - INFO - Epoch [100][560/940] lr: 2.697e-01, eta: 2 days, 23:06:42, time: 1.836, data_time: 0.007, memory: 9063, top1_acc: 0.3572, top5_acc: 0.6070, loss_cls: 2.9471, loss: 2.9471, grad_norm: 1.2781 2020-08-05 13:31:46,531 - mmaction - INFO - Epoch [100][580/940] lr: 2.697e-01, eta: 2 days, 23:06:06, time: 1.722, data_time: 0.007, memory: 9063, top1_acc: 0.3395, top5_acc: 0.5955, loss_cls: 2.9955, loss: 2.9955, grad_norm: 1.3209 2020-08-05 13:32:22,400 - mmaction - INFO - Epoch [100][600/940] lr: 2.697e-01, eta: 2 days, 23:05:35, time: 1.796, data_time: 0.007, memory: 9063, top1_acc: 0.3574, top5_acc: 0.6162, loss_cls: 2.9121, loss: 2.9121, grad_norm: 1.2980 2020-08-05 13:32:56,084 - mmaction - INFO - Epoch [100][620/940] lr: 2.697e-01, eta: 2 days, 23:04:56, time: 1.685, data_time: 0.005, memory: 9063, top1_acc: 0.3609, top5_acc: 0.6059, loss_cls: 2.9410, loss: 2.9410, grad_norm: 1.3092 2020-08-05 13:33:30,638 - mmaction - INFO - Epoch [100][640/940] lr: 2.697e-01, eta: 2 days, 23:04:20, time: 1.724, data_time: 0.005, memory: 9063, top1_acc: 0.3627, top5_acc: 0.6154, loss_cls: 2.8897, loss: 2.8897, grad_norm: 1.2830 2020-08-05 13:34:05,148 - mmaction - INFO - Epoch [100][660/940] lr: 2.697e-01, eta: 2 days, 23:03:45, time: 1.725, data_time: 0.007, memory: 9063, top1_acc: 0.3725, top5_acc: 0.6291, loss_cls: 2.8434, loss: 2.8434, grad_norm: 1.2932 2020-08-05 13:34:40,597 - mmaction - INFO - Epoch [100][680/940] lr: 2.697e-01, eta: 2 days, 23:03:12, time: 1.775, data_time: 0.009, memory: 9063, top1_acc: 0.3592, top5_acc: 0.6104, loss_cls: 2.9133, loss: 2.9133, grad_norm: 1.3066 2020-08-05 13:35:16,039 - mmaction - INFO - Epoch [100][700/940] lr: 2.697e-01, eta: 2 days, 23:02:39, time: 1.772, data_time: 0.005, memory: 9063, top1_acc: 0.3656, top5_acc: 0.6145, loss_cls: 2.8995, loss: 2.8995, grad_norm: 1.3285 2020-08-05 13:35:52,243 - mmaction - INFO - Epoch [100][720/940] lr: 2.697e-01, eta: 2 days, 23:02:09, time: 1.812, data_time: 0.006, memory: 9063, top1_acc: 0.3381, top5_acc: 0.5916, loss_cls: 3.0222, loss: 3.0222, grad_norm: 1.3236 2020-08-05 13:36:27,689 - mmaction - INFO - Epoch [100][740/940] lr: 2.697e-01, eta: 2 days, 23:01:36, time: 1.771, data_time: 0.006, memory: 9063, top1_acc: 0.3496, top5_acc: 0.6107, loss_cls: 2.9287, loss: 2.9287, grad_norm: 1.3092 2020-08-05 13:37:02,243 - mmaction - INFO - Epoch [100][760/940] lr: 2.697e-01, eta: 2 days, 23:01:00, time: 1.728, data_time: 0.005, memory: 9063, top1_acc: 0.3623, top5_acc: 0.6076, loss_cls: 2.9195, loss: 2.9195, grad_norm: 1.2817 2020-08-05 13:37:35,801 - mmaction - INFO - Epoch [100][780/940] lr: 2.697e-01, eta: 2 days, 23:00:21, time: 1.678, data_time: 0.006, memory: 9063, top1_acc: 0.3570, top5_acc: 0.6092, loss_cls: 2.9373, loss: 2.9373, grad_norm: 1.3041 2020-08-05 13:38:10,214 - mmaction - INFO - Epoch [100][800/940] lr: 2.697e-01, eta: 2 days, 22:59:45, time: 1.722, data_time: 0.005, memory: 9063, top1_acc: 0.3504, top5_acc: 0.6049, loss_cls: 2.9629, loss: 2.9629, grad_norm: 1.2998 2020-08-05 13:38:45,210 - mmaction - INFO - Epoch [100][820/940] lr: 2.697e-01, eta: 2 days, 22:59:11, time: 1.747, data_time: 0.005, memory: 9063, top1_acc: 0.3537, top5_acc: 0.6078, loss_cls: 2.9609, loss: 2.9609, grad_norm: 1.3022 2020-08-05 13:39:21,239 - mmaction - INFO - Epoch [100][840/940] lr: 2.697e-01, eta: 2 days, 22:58:40, time: 1.800, data_time: 0.006, memory: 9063, top1_acc: 0.3547, top5_acc: 0.6152, loss_cls: 2.9316, loss: 2.9316, grad_norm: 1.3137 2020-08-05 13:39:56,548 - mmaction - INFO - Epoch [100][860/940] lr: 2.697e-01, eta: 2 days, 22:58:07, time: 1.767, data_time: 0.009, memory: 9063, top1_acc: 0.3570, top5_acc: 0.6107, loss_cls: 2.9261, loss: 2.9261, grad_norm: 1.2749 2020-08-05 13:40:30,667 - mmaction - INFO - Epoch [100][880/940] lr: 2.697e-01, eta: 2 days, 22:57:30, time: 1.707, data_time: 0.006, memory: 9063, top1_acc: 0.3574, top5_acc: 0.6020, loss_cls: 2.9318, loss: 2.9318, grad_norm: 1.3145 2020-08-05 13:41:05,648 - mmaction - INFO - Epoch [100][900/940] lr: 2.697e-01, eta: 2 days, 22:56:55, time: 1.750, data_time: 0.007, memory: 9063, top1_acc: 0.3588, top5_acc: 0.6244, loss_cls: 2.8800, loss: 2.8800, grad_norm: 1.2840 2020-08-05 13:41:40,909 - mmaction - INFO - Epoch [100][920/940] lr: 2.697e-01, eta: 2 days, 22:56:22, time: 1.761, data_time: 0.006, memory: 9063, top1_acc: 0.3541, top5_acc: 0.6059, loss_cls: 2.9325, loss: 2.9325, grad_norm: 1.2963 2020-08-05 13:42:15,471 - mmaction - INFO - Epoch [100][940/940] lr: 2.697e-01, eta: 2 days, 22:55:46, time: 1.729, data_time: 0.006, memory: 9063, top1_acc: 0.3511, top5_acc: 0.5996, loss_cls: 2.9793, loss: 2.9793, grad_norm: 1.3069 2020-08-05 13:42:15,831 - mmaction - INFO - Saving checkpoint at 100 epochs 2020-08-05 13:42:57,100 - mmaction - INFO - Epoch [101][20/940] lr: 2.674e-01, eta: 2 days, 22:55:28, time: 2.004, data_time: 0.404, memory: 9063, top1_acc: 0.3576, top5_acc: 0.6086, loss_cls: 2.9427, loss: 2.9427, grad_norm: 1.3035 2020-08-05 13:43:31,250 - mmaction - INFO - Epoch [101][40/940] lr: 2.674e-01, eta: 2 days, 22:54:51, time: 1.707, data_time: 0.002, memory: 9063, top1_acc: 0.3607, top5_acc: 0.6242, loss_cls: 2.8747, loss: 2.8747, grad_norm: 1.2938 2020-08-05 13:44:06,357 - mmaction - INFO - Epoch [101][60/940] lr: 2.674e-01, eta: 2 days, 22:54:17, time: 1.753, data_time: 0.005, memory: 9063, top1_acc: 0.3480, top5_acc: 0.6033, loss_cls: 2.9468, loss: 2.9468, grad_norm: 1.3068 2020-08-05 13:44:40,116 - mmaction - INFO - Epoch [101][80/940] lr: 2.674e-01, eta: 2 days, 22:53:39, time: 1.691, data_time: 0.007, memory: 9063, top1_acc: 0.3557, top5_acc: 0.6189, loss_cls: 2.8975, loss: 2.8975, grad_norm: 1.3068 2020-08-05 13:45:15,594 - mmaction - INFO - Epoch [101][100/940] lr: 2.674e-01, eta: 2 days, 22:53:06, time: 1.772, data_time: 0.005, memory: 9063, top1_acc: 0.3707, top5_acc: 0.6229, loss_cls: 2.8512, loss: 2.8512, grad_norm: 1.3020 2020-08-05 13:45:49,293 - mmaction - INFO - Epoch [101][120/940] lr: 2.674e-01, eta: 2 days, 22:52:28, time: 1.687, data_time: 0.006, memory: 9063, top1_acc: 0.3514, top5_acc: 0.6045, loss_cls: 2.9194, loss: 2.9194, grad_norm: 1.2811 2020-08-05 13:46:23,592 - mmaction - INFO - Epoch [101][140/940] lr: 2.674e-01, eta: 2 days, 22:51:51, time: 1.713, data_time: 0.005, memory: 9063, top1_acc: 0.3627, top5_acc: 0.6229, loss_cls: 2.9158, loss: 2.9158, grad_norm: 1.3273 2020-08-05 13:46:59,448 - mmaction - INFO - Epoch [101][160/940] lr: 2.674e-01, eta: 2 days, 22:51:20, time: 1.794, data_time: 0.005, memory: 9063, top1_acc: 0.3691, top5_acc: 0.6127, loss_cls: 2.8754, loss: 2.8754, grad_norm: 1.3031 2020-08-05 13:47:34,009 - mmaction - INFO - Epoch [101][180/940] lr: 2.674e-01, eta: 2 days, 22:50:44, time: 1.727, data_time: 0.005, memory: 9063, top1_acc: 0.3650, top5_acc: 0.6094, loss_cls: 2.8909, loss: 2.8909, grad_norm: 1.3140 2020-08-05 13:48:09,104 - mmaction - INFO - Epoch [101][200/940] lr: 2.674e-01, eta: 2 days, 22:50:10, time: 1.756, data_time: 0.005, memory: 9063, top1_acc: 0.3631, top5_acc: 0.6146, loss_cls: 2.8857, loss: 2.8857, grad_norm: 1.3204 2020-08-05 13:48:44,076 - mmaction - INFO - Epoch [101][220/940] lr: 2.674e-01, eta: 2 days, 22:49:36, time: 1.745, data_time: 0.005, memory: 9063, top1_acc: 0.3627, top5_acc: 0.6104, loss_cls: 2.9199, loss: 2.9199, grad_norm: 1.2976 2020-08-05 13:49:18,566 - mmaction - INFO - Epoch [101][240/940] lr: 2.674e-01, eta: 2 days, 22:49:00, time: 1.728, data_time: 0.007, memory: 9063, top1_acc: 0.3652, top5_acc: 0.6160, loss_cls: 2.8881, loss: 2.8881, grad_norm: 1.2756 2020-08-05 13:49:53,424 - mmaction - INFO - Epoch [101][260/940] lr: 2.674e-01, eta: 2 days, 22:48:25, time: 1.741, data_time: 0.005, memory: 9063, top1_acc: 0.3725, top5_acc: 0.6227, loss_cls: 2.8727, loss: 2.8727, grad_norm: 1.3061 2020-08-05 13:50:27,793 - mmaction - INFO - Epoch [101][280/940] lr: 2.674e-01, eta: 2 days, 22:47:49, time: 1.718, data_time: 0.005, memory: 9063, top1_acc: 0.3623, top5_acc: 0.6223, loss_cls: 2.8636, loss: 2.8636, grad_norm: 1.2928 2020-08-05 13:51:02,478 - mmaction - INFO - Epoch [101][300/940] lr: 2.674e-01, eta: 2 days, 22:47:14, time: 1.736, data_time: 0.008, memory: 9063, top1_acc: 0.3572, top5_acc: 0.6096, loss_cls: 2.8965, loss: 2.8965, grad_norm: 1.3092 2020-08-05 13:51:38,436 - mmaction - INFO - Epoch [101][320/940] lr: 2.674e-01, eta: 2 days, 22:46:42, time: 1.797, data_time: 0.006, memory: 9063, top1_acc: 0.3721, top5_acc: 0.6285, loss_cls: 2.8548, loss: 2.8548, grad_norm: 1.3035 2020-08-05 13:52:12,333 - mmaction - INFO - Epoch [101][340/940] lr: 2.674e-01, eta: 2 days, 22:46:05, time: 1.697, data_time: 0.005, memory: 9063, top1_acc: 0.3615, top5_acc: 0.6193, loss_cls: 2.9175, loss: 2.9175, grad_norm: 1.3135 2020-08-05 13:52:47,110 - mmaction - INFO - Epoch [101][360/940] lr: 2.674e-01, eta: 2 days, 22:45:30, time: 1.737, data_time: 0.007, memory: 9063, top1_acc: 0.3533, top5_acc: 0.6160, loss_cls: 2.9186, loss: 2.9186, grad_norm: 1.3080 2020-08-05 13:53:22,679 - mmaction - INFO - Epoch [101][380/940] lr: 2.674e-01, eta: 2 days, 22:44:57, time: 1.777, data_time: 0.005, memory: 9063, top1_acc: 0.3482, top5_acc: 0.6053, loss_cls: 2.9646, loss: 2.9646, grad_norm: 1.3132 2020-08-05 13:53:57,937 - mmaction - INFO - Epoch [101][400/940] lr: 2.674e-01, eta: 2 days, 22:44:24, time: 1.763, data_time: 0.006, memory: 9063, top1_acc: 0.3553, top5_acc: 0.6059, loss_cls: 2.9243, loss: 2.9243, grad_norm: 1.3099 2020-08-05 13:54:32,247 - mmaction - INFO - Epoch [101][420/940] lr: 2.674e-01, eta: 2 days, 22:43:47, time: 1.714, data_time: 0.007, memory: 9063, top1_acc: 0.3695, top5_acc: 0.6246, loss_cls: 2.8777, loss: 2.8777, grad_norm: 1.2968 2020-08-05 13:55:07,133 - mmaction - INFO - Epoch [101][440/940] lr: 2.674e-01, eta: 2 days, 22:43:13, time: 1.748, data_time: 0.006, memory: 9063, top1_acc: 0.3422, top5_acc: 0.5949, loss_cls: 2.9912, loss: 2.9912, grad_norm: 1.3187 2020-08-05 13:55:42,691 - mmaction - INFO - Epoch [101][460/940] lr: 2.674e-01, eta: 2 days, 22:42:40, time: 1.776, data_time: 0.002, memory: 9063, top1_acc: 0.3570, top5_acc: 0.6123, loss_cls: 2.9371, loss: 2.9371, grad_norm: 1.2944 2020-08-05 13:56:18,634 - mmaction - INFO - Epoch [101][480/940] lr: 2.674e-01, eta: 2 days, 22:42:09, time: 1.799, data_time: 0.005, memory: 9063, top1_acc: 0.3707, top5_acc: 0.6215, loss_cls: 2.8952, loss: 2.8952, grad_norm: 1.2940 2020-08-05 13:56:53,778 - mmaction - INFO - Epoch [101][500/940] lr: 2.674e-01, eta: 2 days, 22:41:35, time: 1.756, data_time: 0.005, memory: 9063, top1_acc: 0.3652, top5_acc: 0.6104, loss_cls: 2.8973, loss: 2.8973, grad_norm: 1.2988 2020-08-05 13:57:28,568 - mmaction - INFO - Epoch [101][520/940] lr: 2.674e-01, eta: 2 days, 22:41:00, time: 1.741, data_time: 0.005, memory: 9063, top1_acc: 0.3531, top5_acc: 0.6168, loss_cls: 2.9239, loss: 2.9239, grad_norm: 1.3243 2020-08-05 13:58:04,009 - mmaction - INFO - Epoch [101][540/940] lr: 2.674e-01, eta: 2 days, 22:40:27, time: 1.770, data_time: 0.005, memory: 9063, top1_acc: 0.3643, top5_acc: 0.6086, loss_cls: 2.9514, loss: 2.9514, grad_norm: 1.2937 2020-08-05 13:58:39,192 - mmaction - INFO - Epoch [101][560/940] lr: 2.674e-01, eta: 2 days, 22:39:54, time: 1.761, data_time: 0.006, memory: 9063, top1_acc: 0.3572, top5_acc: 0.6105, loss_cls: 2.9311, loss: 2.9311, grad_norm: 1.3341 2020-08-05 13:59:13,149 - mmaction - INFO - Epoch [101][580/940] lr: 2.674e-01, eta: 2 days, 22:39:16, time: 1.698, data_time: 0.005, memory: 9063, top1_acc: 0.3541, top5_acc: 0.6023, loss_cls: 2.9749, loss: 2.9749, grad_norm: 1.3066 2020-08-05 13:59:48,966 - mmaction - INFO - Epoch [101][600/940] lr: 2.674e-01, eta: 2 days, 22:38:44, time: 1.791, data_time: 0.004, memory: 9063, top1_acc: 0.3654, top5_acc: 0.6160, loss_cls: 2.8948, loss: 2.8948, grad_norm: 1.2949 2020-08-05 14:00:26,827 - mmaction - INFO - Epoch [101][620/940] lr: 2.674e-01, eta: 2 days, 22:38:18, time: 1.881, data_time: 0.007, memory: 9063, top1_acc: 0.3479, top5_acc: 0.6090, loss_cls: 2.9143, loss: 2.9143, grad_norm: 1.2943 2020-08-05 14:01:01,570 - mmaction - INFO - Epoch [101][640/940] lr: 2.674e-01, eta: 2 days, 22:37:44, time: 1.749, data_time: 0.025, memory: 9063, top1_acc: 0.3557, top5_acc: 0.6021, loss_cls: 2.9391, loss: 2.9391, grad_norm: 1.3159 2020-08-05 14:01:36,316 - mmaction - INFO - Epoch [101][660/940] lr: 2.674e-01, eta: 2 days, 22:37:09, time: 1.737, data_time: 0.002, memory: 9063, top1_acc: 0.3686, top5_acc: 0.6160, loss_cls: 2.8694, loss: 2.8694, grad_norm: 1.2984 2020-08-05 14:02:12,130 - mmaction - INFO - Epoch [101][680/940] lr: 2.674e-01, eta: 2 days, 22:36:37, time: 1.791, data_time: 0.003, memory: 9063, top1_acc: 0.3627, top5_acc: 0.6078, loss_cls: 2.9131, loss: 2.9131, grad_norm: 1.3035 2020-08-05 14:02:46,659 - mmaction - INFO - Epoch [101][700/940] lr: 2.674e-01, eta: 2 days, 22:36:01, time: 1.727, data_time: 0.004, memory: 9063, top1_acc: 0.3529, top5_acc: 0.6078, loss_cls: 2.9454, loss: 2.9454, grad_norm: 1.3045 2020-08-05 14:03:22,115 - mmaction - INFO - Epoch [101][720/940] lr: 2.674e-01, eta: 2 days, 22:35:28, time: 1.770, data_time: 0.003, memory: 9063, top1_acc: 0.3561, top5_acc: 0.6092, loss_cls: 2.9042, loss: 2.9042, grad_norm: 1.2911 2020-08-05 14:03:56,885 - mmaction - INFO - Epoch [101][740/940] lr: 2.674e-01, eta: 2 days, 22:34:53, time: 1.737, data_time: 0.007, memory: 9063, top1_acc: 0.3563, top5_acc: 0.6123, loss_cls: 2.9225, loss: 2.9225, grad_norm: 1.2911 2020-08-05 14:04:30,780 - mmaction - INFO - Epoch [101][760/940] lr: 2.674e-01, eta: 2 days, 22:34:16, time: 1.698, data_time: 0.007, memory: 9063, top1_acc: 0.3578, top5_acc: 0.6131, loss_cls: 2.9376, loss: 2.9376, grad_norm: 1.3106 2020-08-05 14:05:05,431 - mmaction - INFO - Epoch [101][780/940] lr: 2.674e-01, eta: 2 days, 22:33:40, time: 1.733, data_time: 0.006, memory: 9063, top1_acc: 0.3617, top5_acc: 0.6039, loss_cls: 2.9287, loss: 2.9287, grad_norm: 1.3141 2020-08-05 14:05:40,900 - mmaction - INFO - Epoch [101][800/940] lr: 2.674e-01, eta: 2 days, 22:33:07, time: 1.773, data_time: 0.002, memory: 9063, top1_acc: 0.3506, top5_acc: 0.5953, loss_cls: 2.9590, loss: 2.9590, grad_norm: 1.3330 2020-08-05 14:06:15,137 - mmaction - INFO - Epoch [101][820/940] lr: 2.674e-01, eta: 2 days, 22:32:31, time: 1.711, data_time: 0.005, memory: 9063, top1_acc: 0.3637, top5_acc: 0.6129, loss_cls: 2.8982, loss: 2.8982, grad_norm: 1.3047 2020-08-05 14:06:50,053 - mmaction - INFO - Epoch [101][840/940] lr: 2.674e-01, eta: 2 days, 22:31:56, time: 1.747, data_time: 0.005, memory: 9063, top1_acc: 0.3658, top5_acc: 0.6195, loss_cls: 2.8932, loss: 2.8932, grad_norm: 1.3128 2020-08-05 14:07:24,437 - mmaction - INFO - Epoch [101][860/940] lr: 2.674e-01, eta: 2 days, 22:31:20, time: 1.718, data_time: 0.005, memory: 9063, top1_acc: 0.3543, top5_acc: 0.6150, loss_cls: 2.9136, loss: 2.9136, grad_norm: 1.3116 2020-08-05 14:07:58,790 - mmaction - INFO - Epoch [101][880/940] lr: 2.674e-01, eta: 2 days, 22:30:44, time: 1.718, data_time: 0.005, memory: 9063, top1_acc: 0.3717, top5_acc: 0.6139, loss_cls: 2.9122, loss: 2.9122, grad_norm: 1.3079 2020-08-05 14:08:35,217 - mmaction - INFO - Epoch [101][900/940] lr: 2.674e-01, eta: 2 days, 22:30:14, time: 1.819, data_time: 0.006, memory: 9063, top1_acc: 0.3549, top5_acc: 0.6074, loss_cls: 2.9610, loss: 2.9610, grad_norm: 1.3070 2020-08-05 14:09:08,777 - mmaction - INFO - Epoch [101][920/940] lr: 2.674e-01, eta: 2 days, 22:29:35, time: 1.676, data_time: 0.007, memory: 9063, top1_acc: 0.3543, top5_acc: 0.6066, loss_cls: 2.9343, loss: 2.9343, grad_norm: 1.2868 2020-08-05 14:09:41,945 - mmaction - INFO - Epoch [101][940/940] lr: 2.674e-01, eta: 2 days, 22:28:55, time: 1.663, data_time: 0.008, memory: 9063, top1_acc: 0.3636, top5_acc: 0.6114, loss_cls: 2.9024, loss: 2.9024, grad_norm: 1.3149 2020-08-05 14:10:24,859 - mmaction - INFO - Epoch [102][20/940] lr: 2.651e-01, eta: 2 days, 22:28:44, time: 2.125, data_time: 0.543, memory: 9063, top1_acc: 0.3609, top5_acc: 0.6131, loss_cls: 2.9023, loss: 2.9023, grad_norm: 1.3538 2020-08-05 14:11:00,138 - mmaction - INFO - Epoch [102][40/940] lr: 2.651e-01, eta: 2 days, 22:28:11, time: 1.766, data_time: 0.006, memory: 9063, top1_acc: 0.3758, top5_acc: 0.6230, loss_cls: 2.8440, loss: 2.8440, grad_norm: 1.2946 2020-08-05 14:11:33,824 - mmaction - INFO - Epoch [102][60/940] lr: 2.651e-01, eta: 2 days, 22:27:32, time: 1.681, data_time: 0.005, memory: 9063, top1_acc: 0.3588, top5_acc: 0.6172, loss_cls: 2.9077, loss: 2.9077, grad_norm: 1.3229 2020-08-05 14:12:08,992 - mmaction - INFO - Epoch [102][80/940] lr: 2.651e-01, eta: 2 days, 22:26:59, time: 1.762, data_time: 0.007, memory: 9063, top1_acc: 0.3627, top5_acc: 0.6170, loss_cls: 2.9016, loss: 2.9016, grad_norm: 1.3169 2020-08-05 14:12:42,981 - mmaction - INFO - Epoch [102][100/940] lr: 2.651e-01, eta: 2 days, 22:26:21, time: 1.699, data_time: 0.004, memory: 9063, top1_acc: 0.3586, top5_acc: 0.6061, loss_cls: 2.9122, loss: 2.9122, grad_norm: 1.3003 2020-08-05 14:13:17,237 - mmaction - INFO - Epoch [102][120/940] lr: 2.651e-01, eta: 2 days, 22:25:45, time: 1.713, data_time: 0.005, memory: 9063, top1_acc: 0.3609, top5_acc: 0.6281, loss_cls: 2.8565, loss: 2.8565, grad_norm: 1.3085 2020-08-05 14:13:52,628 - mmaction - INFO - Epoch [102][140/940] lr: 2.651e-01, eta: 2 days, 22:25:12, time: 1.769, data_time: 0.002, memory: 9063, top1_acc: 0.3652, top5_acc: 0.6148, loss_cls: 2.8859, loss: 2.8859, grad_norm: 1.3203 2020-08-05 14:14:27,433 - mmaction - INFO - Epoch [102][160/940] lr: 2.651e-01, eta: 2 days, 22:24:37, time: 1.739, data_time: 0.008, memory: 9063, top1_acc: 0.3658, top5_acc: 0.6127, loss_cls: 2.9093, loss: 2.9093, grad_norm: 1.2880 2020-08-05 14:15:02,215 - mmaction - INFO - Epoch [102][180/940] lr: 2.651e-01, eta: 2 days, 22:24:02, time: 1.739, data_time: 0.005, memory: 9063, top1_acc: 0.3650, top5_acc: 0.6090, loss_cls: 2.8978, loss: 2.8978, grad_norm: 1.2972 2020-08-05 14:15:37,189 - mmaction - INFO - Epoch [102][200/940] lr: 2.651e-01, eta: 2 days, 22:23:27, time: 1.749, data_time: 0.003, memory: 9063, top1_acc: 0.3590, top5_acc: 0.6197, loss_cls: 2.8937, loss: 2.8937, grad_norm: 1.3097 2020-08-05 14:16:11,810 - mmaction - INFO - Epoch [102][220/940] lr: 2.651e-01, eta: 2 days, 22:22:52, time: 1.731, data_time: 0.006, memory: 9063, top1_acc: 0.3621, top5_acc: 0.6174, loss_cls: 2.8985, loss: 2.8985, grad_norm: 1.2872 2020-08-05 14:16:45,198 - mmaction - INFO - Epoch [102][240/940] lr: 2.651e-01, eta: 2 days, 22:22:12, time: 1.667, data_time: 0.006, memory: 9063, top1_acc: 0.3584, top5_acc: 0.6127, loss_cls: 2.9049, loss: 2.9049, grad_norm: 1.3102 2020-08-05 14:17:19,469 - mmaction - INFO - Epoch [102][260/940] lr: 2.651e-01, eta: 2 days, 22:21:36, time: 1.716, data_time: 0.007, memory: 9063, top1_acc: 0.3611, top5_acc: 0.6047, loss_cls: 2.9248, loss: 2.9248, grad_norm: 1.3066 2020-08-05 14:17:53,893 - mmaction - INFO - Epoch [102][280/940] lr: 2.651e-01, eta: 2 days, 22:21:00, time: 1.721, data_time: 0.005, memory: 9063, top1_acc: 0.3688, top5_acc: 0.6223, loss_cls: 2.8627, loss: 2.8627, grad_norm: 1.3061 2020-08-05 14:18:28,190 - mmaction - INFO - Epoch [102][300/940] lr: 2.651e-01, eta: 2 days, 22:20:23, time: 1.715, data_time: 0.007, memory: 9063, top1_acc: 0.3609, top5_acc: 0.6156, loss_cls: 2.9093, loss: 2.9093, grad_norm: 1.2911 2020-08-05 14:19:02,862 - mmaction - INFO - Epoch [102][320/940] lr: 2.651e-01, eta: 2 days, 22:19:48, time: 1.734, data_time: 0.006, memory: 9063, top1_acc: 0.3658, top5_acc: 0.6174, loss_cls: 2.8845, loss: 2.8845, grad_norm: 1.3056 2020-08-05 14:19:37,658 - mmaction - INFO - Epoch [102][340/940] lr: 2.651e-01, eta: 2 days, 22:19:13, time: 1.739, data_time: 0.005, memory: 9063, top1_acc: 0.3719, top5_acc: 0.6238, loss_cls: 2.8492, loss: 2.8492, grad_norm: 1.3140 2020-08-05 14:20:13,746 - mmaction - INFO - Epoch [102][360/940] lr: 2.651e-01, eta: 2 days, 22:18:42, time: 1.805, data_time: 0.006, memory: 9063, top1_acc: 0.3660, top5_acc: 0.6260, loss_cls: 2.8569, loss: 2.8569, grad_norm: 1.3345 2020-08-05 14:20:48,105 - mmaction - INFO - Epoch [102][380/940] lr: 2.651e-01, eta: 2 days, 22:18:06, time: 1.718, data_time: 0.006, memory: 9063, top1_acc: 0.3709, top5_acc: 0.6232, loss_cls: 2.8636, loss: 2.8636, grad_norm: 1.2890 2020-08-05 14:21:21,991 - mmaction - INFO - Epoch [102][400/940] lr: 2.651e-01, eta: 2 days, 22:17:28, time: 1.696, data_time: 0.005, memory: 9063, top1_acc: 0.3803, top5_acc: 0.6281, loss_cls: 2.8334, loss: 2.8334, grad_norm: 1.3160 2020-08-05 14:21:56,995 - mmaction - INFO - Epoch [102][420/940] lr: 2.651e-01, eta: 2 days, 22:16:54, time: 1.749, data_time: 0.006, memory: 9063, top1_acc: 0.3645, top5_acc: 0.6188, loss_cls: 2.8796, loss: 2.8796, grad_norm: 1.3231 2020-08-05 14:22:32,377 - mmaction - INFO - Epoch [102][440/940] lr: 2.651e-01, eta: 2 days, 22:16:20, time: 1.770, data_time: 0.005, memory: 9063, top1_acc: 0.3547, top5_acc: 0.6059, loss_cls: 2.9455, loss: 2.9455, grad_norm: 1.2993 2020-08-05 14:23:07,576 - mmaction - INFO - Epoch [102][460/940] lr: 2.651e-01, eta: 2 days, 22:15:47, time: 1.758, data_time: 0.005, memory: 9063, top1_acc: 0.3646, top5_acc: 0.6252, loss_cls: 2.8821, loss: 2.8821, grad_norm: 1.3150 2020-08-05 14:23:42,150 - mmaction - INFO - Epoch [102][480/940] lr: 2.651e-01, eta: 2 days, 22:15:11, time: 1.731, data_time: 0.006, memory: 9063, top1_acc: 0.3617, top5_acc: 0.6262, loss_cls: 2.8680, loss: 2.8680, grad_norm: 1.2905 2020-08-05 14:24:16,776 - mmaction - INFO - Epoch [102][500/940] lr: 2.651e-01, eta: 2 days, 22:14:36, time: 1.731, data_time: 0.002, memory: 9063, top1_acc: 0.3678, top5_acc: 0.6197, loss_cls: 2.8731, loss: 2.8731, grad_norm: 1.3197 2020-08-05 14:24:50,929 - mmaction - INFO - Epoch [102][520/940] lr: 2.651e-01, eta: 2 days, 22:13:59, time: 1.705, data_time: 0.005, memory: 9063, top1_acc: 0.3514, top5_acc: 0.5996, loss_cls: 3.0022, loss: 3.0022, grad_norm: 1.3177 2020-08-05 14:25:25,985 - mmaction - INFO - Epoch [102][540/940] lr: 2.651e-01, eta: 2 days, 22:13:24, time: 1.753, data_time: 0.006, memory: 9063, top1_acc: 0.3635, top5_acc: 0.6182, loss_cls: 2.8839, loss: 2.8839, grad_norm: 1.2890 2020-08-05 14:26:00,474 - mmaction - INFO - Epoch [102][560/940] lr: 2.651e-01, eta: 2 days, 22:12:49, time: 1.727, data_time: 0.006, memory: 9063, top1_acc: 0.3654, top5_acc: 0.6088, loss_cls: 2.9149, loss: 2.9149, grad_norm: 1.3287 2020-08-05 14:26:35,712 - mmaction - INFO - Epoch [102][580/940] lr: 2.651e-01, eta: 2 days, 22:12:15, time: 1.761, data_time: 0.005, memory: 9063, top1_acc: 0.3510, top5_acc: 0.6094, loss_cls: 2.9362, loss: 2.9362, grad_norm: 1.3207 2020-08-05 14:27:10,948 - mmaction - INFO - Epoch [102][600/940] lr: 2.651e-01, eta: 2 days, 22:11:42, time: 1.763, data_time: 0.005, memory: 9063, top1_acc: 0.3514, top5_acc: 0.5971, loss_cls: 2.9864, loss: 2.9864, grad_norm: 1.3202 2020-08-05 14:27:46,710 - mmaction - INFO - Epoch [102][620/940] lr: 2.651e-01, eta: 2 days, 22:11:10, time: 1.786, data_time: 0.005, memory: 9063, top1_acc: 0.3602, top5_acc: 0.6113, loss_cls: 2.9164, loss: 2.9164, grad_norm: 1.2784 2020-08-05 14:28:20,836 - mmaction - INFO - Epoch [102][640/940] lr: 2.651e-01, eta: 2 days, 22:10:33, time: 1.708, data_time: 0.005, memory: 9063, top1_acc: 0.3646, top5_acc: 0.6127, loss_cls: 2.8930, loss: 2.8930, grad_norm: 1.3134 2020-08-05 14:28:56,558 - mmaction - INFO - Epoch [102][660/940] lr: 2.651e-01, eta: 2 days, 22:10:01, time: 1.786, data_time: 0.007, memory: 9063, top1_acc: 0.3467, top5_acc: 0.6033, loss_cls: 2.9612, loss: 2.9612, grad_norm: 1.3230 2020-08-05 14:29:31,364 - mmaction - INFO - Epoch [102][680/940] lr: 2.651e-01, eta: 2 days, 22:09:26, time: 1.741, data_time: 0.003, memory: 9063, top1_acc: 0.3604, top5_acc: 0.6105, loss_cls: 2.9522, loss: 2.9522, grad_norm: 1.3050 2020-08-05 14:30:04,877 - mmaction - INFO - Epoch [102][700/940] lr: 2.651e-01, eta: 2 days, 22:08:47, time: 1.675, data_time: 0.005, memory: 9063, top1_acc: 0.3625, top5_acc: 0.6178, loss_cls: 2.8883, loss: 2.8883, grad_norm: 1.2979 2020-08-05 14:30:39,056 - mmaction - INFO - Epoch [102][720/940] lr: 2.651e-01, eta: 2 days, 22:08:10, time: 1.710, data_time: 0.002, memory: 9063, top1_acc: 0.3490, top5_acc: 0.6027, loss_cls: 2.9458, loss: 2.9458, grad_norm: 1.3082 2020-08-05 14:31:13,877 - mmaction - INFO - Epoch [102][740/940] lr: 2.651e-01, eta: 2 days, 22:07:35, time: 1.739, data_time: 0.005, memory: 9063, top1_acc: 0.3682, top5_acc: 0.6150, loss_cls: 2.8860, loss: 2.8860, grad_norm: 1.3073 2020-08-05 14:31:48,759 - mmaction - INFO - Epoch [102][760/940] lr: 2.651e-01, eta: 2 days, 22:07:00, time: 1.746, data_time: 0.006, memory: 9063, top1_acc: 0.3637, top5_acc: 0.6141, loss_cls: 2.8939, loss: 2.8939, grad_norm: 1.3095 2020-08-05 14:32:23,745 - mmaction - INFO - Epoch [102][780/940] lr: 2.651e-01, eta: 2 days, 22:06:26, time: 1.747, data_time: 0.004, memory: 9063, top1_acc: 0.3611, top5_acc: 0.6006, loss_cls: 2.9527, loss: 2.9527, grad_norm: 1.3070 2020-08-05 14:32:59,196 - mmaction - INFO - Epoch [102][800/940] lr: 2.651e-01, eta: 2 days, 22:05:53, time: 1.775, data_time: 0.006, memory: 9063, top1_acc: 0.3527, top5_acc: 0.6078, loss_cls: 2.9236, loss: 2.9236, grad_norm: 1.3219 2020-08-05 14:33:34,334 - mmaction - INFO - Epoch [102][820/940] lr: 2.651e-01, eta: 2 days, 22:05:19, time: 1.756, data_time: 0.002, memory: 9063, top1_acc: 0.3555, top5_acc: 0.6102, loss_cls: 2.9356, loss: 2.9356, grad_norm: 1.2960 2020-08-05 14:34:08,989 - mmaction - INFO - Epoch [102][840/940] lr: 2.651e-01, eta: 2 days, 22:04:44, time: 1.733, data_time: 0.005, memory: 9063, top1_acc: 0.3488, top5_acc: 0.5986, loss_cls: 2.9429, loss: 2.9429, grad_norm: 1.3180 2020-08-05 14:34:43,990 - mmaction - INFO - Epoch [102][860/940] lr: 2.651e-01, eta: 2 days, 22:04:09, time: 1.749, data_time: 0.002, memory: 9063, top1_acc: 0.3660, top5_acc: 0.6230, loss_cls: 2.8670, loss: 2.8670, grad_norm: 1.3225 2020-08-05 14:35:18,795 - mmaction - INFO - Epoch [102][880/940] lr: 2.651e-01, eta: 2 days, 22:03:34, time: 1.739, data_time: 0.006, memory: 9063, top1_acc: 0.3660, top5_acc: 0.6158, loss_cls: 2.8856, loss: 2.8856, grad_norm: 1.2965 2020-08-05 14:35:52,927 - mmaction - INFO - Epoch [102][900/940] lr: 2.651e-01, eta: 2 days, 22:02:58, time: 1.708, data_time: 0.006, memory: 9063, top1_acc: 0.3557, top5_acc: 0.6164, loss_cls: 2.9156, loss: 2.9156, grad_norm: 1.3221 2020-08-05 14:36:27,307 - mmaction - INFO - Epoch [102][920/940] lr: 2.651e-01, eta: 2 days, 22:02:21, time: 1.718, data_time: 0.007, memory: 9063, top1_acc: 0.3527, top5_acc: 0.6133, loss_cls: 2.9445, loss: 2.9445, grad_norm: 1.3244 2020-08-05 14:37:01,329 - mmaction - INFO - Epoch [102][940/940] lr: 2.651e-01, eta: 2 days, 22:01:44, time: 1.701, data_time: 0.005, memory: 9063, top1_acc: 0.3559, top5_acc: 0.6051, loss_cls: 2.9595, loss: 2.9595, grad_norm: 1.3102 2020-08-05 14:37:42,769 - mmaction - INFO - Epoch [103][20/940] lr: 2.627e-01, eta: 2 days, 22:01:28, time: 2.054, data_time: 0.460, memory: 9063, top1_acc: 0.3660, top5_acc: 0.6221, loss_cls: 2.8915, loss: 2.8915, grad_norm: 1.3268 2020-08-05 14:38:16,077 - mmaction - INFO - Epoch [103][40/940] lr: 2.627e-01, eta: 2 days, 22:00:49, time: 1.667, data_time: 0.008, memory: 9063, top1_acc: 0.3652, top5_acc: 0.6156, loss_cls: 2.8835, loss: 2.8835, grad_norm: 1.2897 2020-08-05 14:38:50,277 - mmaction - INFO - Epoch [103][60/940] lr: 2.627e-01, eta: 2 days, 22:00:12, time: 1.707, data_time: 0.006, memory: 9063, top1_acc: 0.3494, top5_acc: 0.6061, loss_cls: 2.9312, loss: 2.9312, grad_norm: 1.3062 2020-08-05 14:39:24,070 - mmaction - INFO - Epoch [103][80/940] lr: 2.627e-01, eta: 2 days, 21:59:34, time: 1.695, data_time: 0.007, memory: 9063, top1_acc: 0.3633, top5_acc: 0.6197, loss_cls: 2.8994, loss: 2.8994, grad_norm: 1.3193 2020-08-05 14:39:58,228 - mmaction - INFO - Epoch [103][100/940] lr: 2.627e-01, eta: 2 days, 21:58:57, time: 1.707, data_time: 0.005, memory: 9063, top1_acc: 0.3662, top5_acc: 0.6086, loss_cls: 2.9190, loss: 2.9190, grad_norm: 1.2990 2020-08-05 14:40:33,057 - mmaction - INFO - Epoch [103][120/940] lr: 2.627e-01, eta: 2 days, 21:58:22, time: 1.743, data_time: 0.006, memory: 9063, top1_acc: 0.3658, top5_acc: 0.6131, loss_cls: 2.8781, loss: 2.8781, grad_norm: 1.2955 2020-08-05 14:41:07,319 - mmaction - INFO - Epoch [103][140/940] lr: 2.627e-01, eta: 2 days, 21:57:46, time: 1.713, data_time: 0.003, memory: 9063, top1_acc: 0.3756, top5_acc: 0.6213, loss_cls: 2.8511, loss: 2.8511, grad_norm: 1.3145 2020-08-05 14:41:42,328 - mmaction - INFO - Epoch [103][160/940] lr: 2.627e-01, eta: 2 days, 21:57:11, time: 1.747, data_time: 0.004, memory: 9063, top1_acc: 0.3766, top5_acc: 0.6299, loss_cls: 2.8213, loss: 2.8213, grad_norm: 1.3180 2020-08-05 14:42:16,371 - mmaction - INFO - Epoch [103][180/940] lr: 2.627e-01, eta: 2 days, 21:56:34, time: 1.706, data_time: 0.007, memory: 9063, top1_acc: 0.3584, top5_acc: 0.6156, loss_cls: 2.8987, loss: 2.8987, grad_norm: 1.3187 2020-08-05 14:42:51,684 - mmaction - INFO - Epoch [103][200/940] lr: 2.627e-01, eta: 2 days, 21:56:01, time: 1.766, data_time: 0.002, memory: 9063, top1_acc: 0.3652, top5_acc: 0.6154, loss_cls: 2.8824, loss: 2.8824, grad_norm: 1.3316 2020-08-05 14:43:26,117 - mmaction - INFO - Epoch [103][220/940] lr: 2.627e-01, eta: 2 days, 21:55:25, time: 1.721, data_time: 0.002, memory: 9063, top1_acc: 0.3549, top5_acc: 0.6055, loss_cls: 2.9331, loss: 2.9331, grad_norm: 1.2938 2020-08-05 14:44:00,684 - mmaction - INFO - Epoch [103][240/940] lr: 2.627e-01, eta: 2 days, 21:54:49, time: 1.726, data_time: 0.005, memory: 9063, top1_acc: 0.3674, top5_acc: 0.6102, loss_cls: 2.8683, loss: 2.8683, grad_norm: 1.3056 2020-08-05 14:44:35,827 - mmaction - INFO - Epoch [103][260/940] lr: 2.627e-01, eta: 2 days, 21:54:15, time: 1.760, data_time: 0.006, memory: 9063, top1_acc: 0.3697, top5_acc: 0.6154, loss_cls: 2.8700, loss: 2.8700, grad_norm: 1.3184 2020-08-05 14:45:10,326 - mmaction - INFO - Epoch [103][280/940] lr: 2.627e-01, eta: 2 days, 21:53:40, time: 1.724, data_time: 0.001, memory: 9063, top1_acc: 0.3549, top5_acc: 0.6014, loss_cls: 2.9302, loss: 2.9302, grad_norm: 1.3117 2020-08-05 14:45:44,341 - mmaction - INFO - Epoch [103][300/940] lr: 2.627e-01, eta: 2 days, 21:53:02, time: 1.701, data_time: 0.002, memory: 9063, top1_acc: 0.3588, top5_acc: 0.6207, loss_cls: 2.8855, loss: 2.8855, grad_norm: 1.3120 2020-08-05 14:46:19,288 - mmaction - INFO - Epoch [103][320/940] lr: 2.627e-01, eta: 2 days, 21:52:28, time: 1.746, data_time: 0.005, memory: 9063, top1_acc: 0.3580, top5_acc: 0.6068, loss_cls: 2.9312, loss: 2.9312, grad_norm: 1.3209 2020-08-05 14:46:54,637 - mmaction - INFO - Epoch [103][340/940] lr: 2.627e-01, eta: 2 days, 21:51:55, time: 1.769, data_time: 0.006, memory: 9063, top1_acc: 0.3621, top5_acc: 0.6111, loss_cls: 2.9208, loss: 2.9208, grad_norm: 1.3112 2020-08-05 14:47:29,842 - mmaction - INFO - Epoch [103][360/940] lr: 2.627e-01, eta: 2 days, 21:51:20, time: 1.754, data_time: 0.005, memory: 9063, top1_acc: 0.3682, top5_acc: 0.6166, loss_cls: 2.8942, loss: 2.8942, grad_norm: 1.3375 2020-08-05 14:48:06,090 - mmaction - INFO - Epoch [103][380/940] lr: 2.627e-01, eta: 2 days, 21:50:50, time: 1.818, data_time: 0.008, memory: 9063, top1_acc: 0.3639, top5_acc: 0.6141, loss_cls: 2.9191, loss: 2.9191, grad_norm: 1.2813 2020-08-05 14:48:41,730 - mmaction - INFO - Epoch [103][400/940] lr: 2.627e-01, eta: 2 days, 21:50:18, time: 1.779, data_time: 0.005, memory: 9063, top1_acc: 0.3678, top5_acc: 0.6117, loss_cls: 2.8937, loss: 2.8937, grad_norm: 1.2838 2020-08-05 14:49:16,464 - mmaction - INFO - Epoch [103][420/940] lr: 2.627e-01, eta: 2 days, 21:49:43, time: 1.736, data_time: 0.006, memory: 9063, top1_acc: 0.3666, top5_acc: 0.6100, loss_cls: 2.8849, loss: 2.8849, grad_norm: 1.3080 2020-08-05 14:53:57,361 - mmaction - INFO - Epoch [103][440/940] lr: 2.627e-01, eta: 2 days, 22:01:36, time: 14.046, data_time: 6.446, memory: 9063, top1_acc: 0.3594, top5_acc: 0.6189, loss_cls: 2.9002, loss: 2.9002, grad_norm: 1.3463 2020-08-05 14:54:24,530 - mmaction - INFO - Epoch [103][460/940] lr: 2.627e-01, eta: 2 days, 22:00:38, time: 1.361, data_time: 0.007, memory: 9063, top1_acc: 0.3621, top5_acc: 0.6262, loss_cls: 2.8816, loss: 2.8816, grad_norm: 1.3193 2020-08-05 14:54:55,018 - mmaction - INFO - Epoch [103][480/940] lr: 2.627e-01, eta: 2 days, 21:59:50, time: 1.525, data_time: 0.003, memory: 9063, top1_acc: 0.3725, top5_acc: 0.6260, loss_cls: 2.8673, loss: 2.8673, grad_norm: 1.3360 2020-08-05 14:55:27,821 - mmaction - INFO - Epoch [103][500/940] lr: 2.627e-01, eta: 2 days, 21:59:08, time: 1.637, data_time: 0.004, memory: 9063, top1_acc: 0.3543, top5_acc: 0.6064, loss_cls: 2.9767, loss: 2.9767, grad_norm: 1.3272 2020-08-05 14:56:01,513 - mmaction - INFO - Epoch [103][520/940] lr: 2.627e-01, eta: 2 days, 21:58:29, time: 1.687, data_time: 0.006, memory: 9063, top1_acc: 0.3643, top5_acc: 0.6270, loss_cls: 2.8639, loss: 2.8639, grad_norm: 1.2938 2020-08-05 14:56:34,711 - mmaction - INFO - Epoch [103][540/940] lr: 2.627e-01, eta: 2 days, 21:57:49, time: 1.659, data_time: 0.007, memory: 9063, top1_acc: 0.3680, top5_acc: 0.6191, loss_cls: 2.8760, loss: 2.8760, grad_norm: 1.3083 2020-08-05 14:57:09,303 - mmaction - INFO - Epoch [103][560/940] lr: 2.627e-01, eta: 2 days, 21:57:13, time: 1.731, data_time: 0.005, memory: 9063, top1_acc: 0.3650, top5_acc: 0.6195, loss_cls: 2.8583, loss: 2.8583, grad_norm: 1.3404 2020-08-05 14:57:42,618 - mmaction - INFO - Epoch [103][580/940] lr: 2.627e-01, eta: 2 days, 21:56:33, time: 1.664, data_time: 0.005, memory: 9063, top1_acc: 0.3697, top5_acc: 0.6125, loss_cls: 2.8823, loss: 2.8823, grad_norm: 1.3056 2020-08-05 14:58:16,151 - mmaction - INFO - Epoch [103][600/940] lr: 2.627e-01, eta: 2 days, 21:55:54, time: 1.677, data_time: 0.005, memory: 9063, top1_acc: 0.3529, top5_acc: 0.6078, loss_cls: 2.9618, loss: 2.9618, grad_norm: 1.3113 2020-08-05 14:58:49,734 - mmaction - INFO - Epoch [103][620/940] lr: 2.627e-01, eta: 2 days, 21:55:15, time: 1.681, data_time: 0.005, memory: 9063, top1_acc: 0.3637, top5_acc: 0.6123, loss_cls: 2.8903, loss: 2.8903, grad_norm: 1.3181 2020-08-05 14:59:24,686 - mmaction - INFO - Epoch [103][640/940] lr: 2.627e-01, eta: 2 days, 21:54:41, time: 1.748, data_time: 0.002, memory: 9063, top1_acc: 0.3619, top5_acc: 0.6215, loss_cls: 2.8729, loss: 2.8729, grad_norm: 1.3524 2020-08-05 14:59:57,239 - mmaction - INFO - Epoch [103][660/940] lr: 2.627e-01, eta: 2 days, 21:53:58, time: 1.626, data_time: 0.006, memory: 9063, top1_acc: 0.3713, top5_acc: 0.6236, loss_cls: 2.8522, loss: 2.8522, grad_norm: 1.3201 2020-08-05 15:00:31,775 - mmaction - INFO - Epoch [103][680/940] lr: 2.627e-01, eta: 2 days, 21:53:22, time: 1.720, data_time: 0.007, memory: 9063, top1_acc: 0.3627, top5_acc: 0.6160, loss_cls: 2.8906, loss: 2.8906, grad_norm: 1.3099 2020-08-05 15:01:06,448 - mmaction - INFO - Epoch [103][700/940] lr: 2.627e-01, eta: 2 days, 21:52:47, time: 1.740, data_time: 0.020, memory: 9063, top1_acc: 0.3666, top5_acc: 0.6174, loss_cls: 2.9043, loss: 2.9043, grad_norm: 1.3238 2020-08-05 15:01:41,636 - mmaction - INFO - Epoch [103][720/940] lr: 2.627e-01, eta: 2 days, 21:52:13, time: 1.761, data_time: 0.006, memory: 9063, top1_acc: 0.3711, top5_acc: 0.6250, loss_cls: 2.8578, loss: 2.8578, grad_norm: 1.3037 2020-08-05 15:02:14,450 - mmaction - INFO - Epoch [103][740/940] lr: 2.627e-01, eta: 2 days, 21:51:31, time: 1.640, data_time: 0.005, memory: 9063, top1_acc: 0.3670, top5_acc: 0.6297, loss_cls: 2.8346, loss: 2.8346, grad_norm: 1.3440 2020-08-05 15:02:49,135 - mmaction - INFO - Epoch [103][760/940] lr: 2.627e-01, eta: 2 days, 21:50:56, time: 1.735, data_time: 0.005, memory: 9063, top1_acc: 0.3688, top5_acc: 0.6211, loss_cls: 2.8995, loss: 2.8995, grad_norm: 1.3241 2020-08-05 15:03:23,622 - mmaction - INFO - Epoch [103][780/940] lr: 2.627e-01, eta: 2 days, 21:50:19, time: 1.725, data_time: 0.005, memory: 9063, top1_acc: 0.3553, top5_acc: 0.6096, loss_cls: 2.9721, loss: 2.9721, grad_norm: 1.3097 2020-08-05 15:04:00,695 - mmaction - INFO - Epoch [103][800/940] lr: 2.627e-01, eta: 2 days, 21:49:51, time: 1.852, data_time: 0.005, memory: 9063, top1_acc: 0.3541, top5_acc: 0.6043, loss_cls: 2.9441, loss: 2.9441, grad_norm: 1.2916 2020-08-05 15:04:34,849 - mmaction - INFO - Epoch [103][820/940] lr: 2.627e-01, eta: 2 days, 21:49:14, time: 1.710, data_time: 0.007, memory: 9063, top1_acc: 0.3572, top5_acc: 0.6141, loss_cls: 2.9127, loss: 2.9127, grad_norm: 1.3330 2020-08-05 15:05:09,199 - mmaction - INFO - Epoch [103][840/940] lr: 2.627e-01, eta: 2 days, 21:48:37, time: 1.717, data_time: 0.002, memory: 9063, top1_acc: 0.3609, top5_acc: 0.6135, loss_cls: 2.9076, loss: 2.9076, grad_norm: 1.3181 2020-08-05 15:05:42,781 - mmaction - INFO - Epoch [103][860/940] lr: 2.627e-01, eta: 2 days, 21:47:58, time: 1.676, data_time: 0.002, memory: 9063, top1_acc: 0.3600, top5_acc: 0.6209, loss_cls: 2.8802, loss: 2.8802, grad_norm: 1.3006 2020-08-05 15:06:17,512 - mmaction - INFO - Epoch [103][880/940] lr: 2.627e-01, eta: 2 days, 21:47:23, time: 1.740, data_time: 0.007, memory: 9063, top1_acc: 0.3605, top5_acc: 0.6188, loss_cls: 2.8975, loss: 2.8975, grad_norm: 1.3156 2020-08-05 15:06:50,937 - mmaction - INFO - Epoch [103][900/940] lr: 2.627e-01, eta: 2 days, 21:46:43, time: 1.669, data_time: 0.005, memory: 9063, top1_acc: 0.3578, top5_acc: 0.6113, loss_cls: 2.9390, loss: 2.9390, grad_norm: 1.3279 2020-08-05 15:07:23,637 - mmaction - INFO - Epoch [103][920/940] lr: 2.627e-01, eta: 2 days, 21:46:01, time: 1.637, data_time: 0.006, memory: 9063, top1_acc: 0.3703, top5_acc: 0.6098, loss_cls: 2.9048, loss: 2.9048, grad_norm: 1.3026 2020-08-05 15:07:57,437 - mmaction - INFO - Epoch [103][940/940] lr: 2.627e-01, eta: 2 days, 21:45:23, time: 1.689, data_time: 0.005, memory: 9063, top1_acc: 0.3602, top5_acc: 0.6061, loss_cls: 2.9604, loss: 2.9604, grad_norm: 1.2935 2020-08-05 15:08:40,229 - mmaction - INFO - Epoch [104][20/940] lr: 2.604e-01, eta: 2 days, 21:45:11, time: 2.119, data_time: 0.567, memory: 9063, top1_acc: 0.3547, top5_acc: 0.6045, loss_cls: 2.9586, loss: 2.9586, grad_norm: 1.3333 2020-08-05 15:09:13,536 - mmaction - INFO - Epoch [104][40/940] lr: 2.604e-01, eta: 2 days, 21:44:31, time: 1.667, data_time: 0.005, memory: 9063, top1_acc: 0.3564, top5_acc: 0.6068, loss_cls: 2.9140, loss: 2.9140, grad_norm: 1.3522 2020-08-05 15:09:47,410 - mmaction - INFO - Epoch [104][60/940] lr: 2.604e-01, eta: 2 days, 21:43:53, time: 1.689, data_time: 0.004, memory: 9063, top1_acc: 0.3578, top5_acc: 0.6176, loss_cls: 2.8618, loss: 2.8618, grad_norm: 1.3311 2020-08-05 15:10:20,917 - mmaction - INFO - Epoch [104][80/940] lr: 2.604e-01, eta: 2 days, 21:43:13, time: 1.673, data_time: 0.007, memory: 9063, top1_acc: 0.3596, top5_acc: 0.6154, loss_cls: 2.8932, loss: 2.8932, grad_norm: 1.3097 2020-08-05 15:10:56,224 - mmaction - INFO - Epoch [104][100/940] lr: 2.604e-01, eta: 2 days, 21:42:40, time: 1.771, data_time: 0.009, memory: 9063, top1_acc: 0.3662, top5_acc: 0.6117, loss_cls: 2.8923, loss: 2.8923, grad_norm: 1.3329 2020-08-05 15:11:30,422 - mmaction - INFO - Epoch [104][120/940] lr: 2.604e-01, eta: 2 days, 21:42:03, time: 1.709, data_time: 0.007, memory: 9063, top1_acc: 0.3758, top5_acc: 0.6201, loss_cls: 2.8559, loss: 2.8559, grad_norm: 1.2941 2020-08-05 15:12:05,627 - mmaction - INFO - Epoch [104][140/940] lr: 2.604e-01, eta: 2 days, 21:41:29, time: 1.759, data_time: 0.003, memory: 9063, top1_acc: 0.3629, top5_acc: 0.6189, loss_cls: 2.8690, loss: 2.8690, grad_norm: 1.3305 2020-08-05 15:12:39,040 - mmaction - INFO - Epoch [104][160/940] lr: 2.604e-01, eta: 2 days, 21:40:49, time: 1.672, data_time: 0.006, memory: 9063, top1_acc: 0.3666, top5_acc: 0.6133, loss_cls: 2.8912, loss: 2.8912, grad_norm: 1.3276 2020-08-05 15:13:11,962 - mmaction - INFO - Epoch [104][180/940] lr: 2.604e-01, eta: 2 days, 21:40:08, time: 1.647, data_time: 0.005, memory: 9063, top1_acc: 0.3721, top5_acc: 0.6240, loss_cls: 2.8567, loss: 2.8567, grad_norm: 1.3284 2020-08-05 15:13:48,421 - mmaction - INFO - Epoch [104][200/940] lr: 2.604e-01, eta: 2 days, 21:39:38, time: 1.822, data_time: 0.005, memory: 9063, top1_acc: 0.3607, top5_acc: 0.6111, loss_cls: 2.9023, loss: 2.9023, grad_norm: 1.3299 2020-08-05 15:14:24,026 - mmaction - INFO - Epoch [104][220/940] lr: 2.604e-01, eta: 2 days, 21:39:05, time: 1.782, data_time: 0.006, memory: 9063, top1_acc: 0.3480, top5_acc: 0.6047, loss_cls: 2.9453, loss: 2.9453, grad_norm: 1.3270 2020-08-05 15:14:57,899 - mmaction - INFO - Epoch [104][240/940] lr: 2.604e-01, eta: 2 days, 21:38:27, time: 1.691, data_time: 0.005, memory: 9063, top1_acc: 0.3678, top5_acc: 0.6174, loss_cls: 2.8946, loss: 2.8946, grad_norm: 1.3078 2020-08-05 15:15:33,303 - mmaction - INFO - Epoch [104][260/940] lr: 2.604e-01, eta: 2 days, 21:37:53, time: 1.771, data_time: 0.007, memory: 9063, top1_acc: 0.3566, top5_acc: 0.6102, loss_cls: 2.9028, loss: 2.9028, grad_norm: 1.3357 2020-08-05 15:16:07,724 - mmaction - INFO - Epoch [104][280/940] lr: 2.604e-01, eta: 2 days, 21:37:17, time: 1.724, data_time: 0.007, memory: 9063, top1_acc: 0.3592, top5_acc: 0.6141, loss_cls: 2.9107, loss: 2.9107, grad_norm: 1.3386 2020-08-05 15:16:40,945 - mmaction - INFO - Epoch [104][300/940] lr: 2.604e-01, eta: 2 days, 21:36:37, time: 1.660, data_time: 0.003, memory: 9063, top1_acc: 0.3672, top5_acc: 0.6178, loss_cls: 2.8802, loss: 2.8802, grad_norm: 1.3273 2020-08-05 15:17:15,170 - mmaction - INFO - Epoch [104][320/940] lr: 2.604e-01, eta: 2 days, 21:36:00, time: 1.712, data_time: 0.005, memory: 9063, top1_acc: 0.3719, top5_acc: 0.6143, loss_cls: 2.8944, loss: 2.8944, grad_norm: 1.3289 2020-08-05 15:17:50,382 - mmaction - INFO - Epoch [104][340/940] lr: 2.604e-01, eta: 2 days, 21:35:26, time: 1.759, data_time: 0.003, memory: 9063, top1_acc: 0.3707, top5_acc: 0.6135, loss_cls: 2.8689, loss: 2.8689, grad_norm: 1.2967 2020-08-05 15:18:24,943 - mmaction - INFO - Epoch [104][360/940] lr: 2.604e-01, eta: 2 days, 21:34:50, time: 1.730, data_time: 0.006, memory: 9063, top1_acc: 0.3629, top5_acc: 0.6035, loss_cls: 2.9849, loss: 2.9849, grad_norm: 1.3094 2020-08-05 15:18:59,891 - mmaction - INFO - Epoch [104][380/940] lr: 2.604e-01, eta: 2 days, 21:34:15, time: 1.745, data_time: 0.006, memory: 9063, top1_acc: 0.3578, top5_acc: 0.6045, loss_cls: 2.9202, loss: 2.9202, grad_norm: 1.3117 2020-08-05 15:19:34,134 - mmaction - INFO - Epoch [104][400/940] lr: 2.604e-01, eta: 2 days, 21:33:38, time: 1.714, data_time: 0.007, memory: 9063, top1_acc: 0.3654, top5_acc: 0.6160, loss_cls: 2.8913, loss: 2.8913, grad_norm: 1.2702 2020-08-05 15:20:09,947 - mmaction - INFO - Epoch [104][420/940] lr: 2.604e-01, eta: 2 days, 21:33:06, time: 1.789, data_time: 0.007, memory: 9063, top1_acc: 0.3604, top5_acc: 0.6146, loss_cls: 2.9053, loss: 2.9053, grad_norm: 1.3499 2020-08-05 15:20:44,865 - mmaction - INFO - Epoch [104][440/940] lr: 2.604e-01, eta: 2 days, 21:32:31, time: 1.747, data_time: 0.005, memory: 9063, top1_acc: 0.3723, top5_acc: 0.6242, loss_cls: 2.8546, loss: 2.8546, grad_norm: 1.3210 2020-08-05 15:21:21,004 - mmaction - INFO - Epoch [104][460/940] lr: 2.604e-01, eta: 2 days, 21:32:00, time: 1.808, data_time: 0.003, memory: 9063, top1_acc: 0.3627, top5_acc: 0.6188, loss_cls: 2.8862, loss: 2.8862, grad_norm: 1.3268 2020-08-05 15:21:55,484 - mmaction - INFO - Epoch [104][480/940] lr: 2.604e-01, eta: 2 days, 21:31:24, time: 1.723, data_time: 0.007, memory: 9063, top1_acc: 0.3686, top5_acc: 0.6184, loss_cls: 2.8906, loss: 2.8906, grad_norm: 1.2988 2020-08-05 15:22:30,775 - mmaction - INFO - Epoch [104][500/940] lr: 2.604e-01, eta: 2 days, 21:30:50, time: 1.766, data_time: 0.006, memory: 9063, top1_acc: 0.3666, top5_acc: 0.6199, loss_cls: 2.8685, loss: 2.8685, grad_norm: 1.3379 2020-08-05 15:23:05,697 - mmaction - INFO - Epoch [104][520/940] lr: 2.604e-01, eta: 2 days, 21:30:15, time: 1.745, data_time: 0.006, memory: 9063, top1_acc: 0.3701, top5_acc: 0.6227, loss_cls: 2.8578, loss: 2.8578, grad_norm: 1.3151 2020-08-05 15:23:42,242 - mmaction - INFO - Epoch [104][540/940] lr: 2.604e-01, eta: 2 days, 21:29:45, time: 1.828, data_time: 0.006, memory: 9063, top1_acc: 0.3576, top5_acc: 0.6115, loss_cls: 2.9586, loss: 2.9586, grad_norm: 1.3089 2020-08-05 15:24:18,147 - mmaction - INFO - Epoch [104][560/940] lr: 2.604e-01, eta: 2 days, 21:29:13, time: 1.794, data_time: 0.003, memory: 9063, top1_acc: 0.3588, top5_acc: 0.6189, loss_cls: 2.8825, loss: 2.8825, grad_norm: 1.2999 2020-08-05 15:24:52,499 - mmaction - INFO - Epoch [104][580/940] lr: 2.604e-01, eta: 2 days, 21:28:36, time: 1.717, data_time: 0.006, memory: 9063, top1_acc: 0.3537, top5_acc: 0.6148, loss_cls: 2.9343, loss: 2.9343, grad_norm: 1.3388 2020-08-05 15:25:27,250 - mmaction - INFO - Epoch [104][600/940] lr: 2.604e-01, eta: 2 days, 21:28:00, time: 1.735, data_time: 0.006, memory: 9063, top1_acc: 0.3604, top5_acc: 0.6143, loss_cls: 2.9104, loss: 2.9104, grad_norm: 1.3272 2020-08-05 15:26:01,891 - mmaction - INFO - Epoch [104][620/940] lr: 2.604e-01, eta: 2 days, 21:27:25, time: 1.734, data_time: 0.009, memory: 9063, top1_acc: 0.3633, top5_acc: 0.6312, loss_cls: 2.8533, loss: 2.8533, grad_norm: 1.3130 2020-08-05 15:26:36,568 - mmaction - INFO - Epoch [104][640/940] lr: 2.604e-01, eta: 2 days, 21:26:49, time: 1.734, data_time: 0.006, memory: 9063, top1_acc: 0.3494, top5_acc: 0.6090, loss_cls: 2.9613, loss: 2.9613, grad_norm: 1.3249 2020-08-05 15:27:12,520 - mmaction - INFO - Epoch [104][660/940] lr: 2.604e-01, eta: 2 days, 21:26:17, time: 1.800, data_time: 0.005, memory: 9063, top1_acc: 0.3686, top5_acc: 0.6152, loss_cls: 2.8996, loss: 2.8996, grad_norm: 1.3171 2020-08-05 15:27:48,560 - mmaction - INFO - Epoch [104][680/940] lr: 2.604e-01, eta: 2 days, 21:25:46, time: 1.800, data_time: 0.005, memory: 9063, top1_acc: 0.3676, top5_acc: 0.6174, loss_cls: 2.8923, loss: 2.8923, grad_norm: 1.3251 2020-08-05 15:28:22,510 - mmaction - INFO - Epoch [104][700/940] lr: 2.604e-01, eta: 2 days, 21:25:08, time: 1.699, data_time: 0.006, memory: 9063, top1_acc: 0.3621, top5_acc: 0.6088, loss_cls: 2.9457, loss: 2.9457, grad_norm: 1.3102 2020-08-05 15:28:57,639 - mmaction - INFO - Epoch [104][720/940] lr: 2.604e-01, eta: 2 days, 21:24:34, time: 1.757, data_time: 0.007, memory: 9063, top1_acc: 0.3658, top5_acc: 0.6223, loss_cls: 2.8530, loss: 2.8530, grad_norm: 1.3005 2020-08-05 15:29:33,968 - mmaction - INFO - Epoch [104][740/940] lr: 2.604e-01, eta: 2 days, 21:24:03, time: 1.816, data_time: 0.002, memory: 9063, top1_acc: 0.3650, top5_acc: 0.6195, loss_cls: 2.8747, loss: 2.8747, grad_norm: 1.3308 2020-08-05 15:30:08,238 - mmaction - INFO - Epoch [104][760/940] lr: 2.604e-01, eta: 2 days, 21:23:26, time: 1.714, data_time: 0.007, memory: 9063, top1_acc: 0.3703, top5_acc: 0.6227, loss_cls: 2.8628, loss: 2.8628, grad_norm: 1.3233 2020-08-05 15:30:43,999 - mmaction - INFO - Epoch [104][780/940] lr: 2.604e-01, eta: 2 days, 21:22:54, time: 1.788, data_time: 0.004, memory: 9063, top1_acc: 0.3627, top5_acc: 0.6191, loss_cls: 2.9021, loss: 2.9021, grad_norm: 1.3285 2020-08-05 15:31:17,426 - mmaction - INFO - Epoch [104][800/940] lr: 2.604e-01, eta: 2 days, 21:22:14, time: 1.669, data_time: 0.005, memory: 9063, top1_acc: 0.3742, top5_acc: 0.6168, loss_cls: 2.8685, loss: 2.8685, grad_norm: 1.2759 2020-08-05 15:31:52,430 - mmaction - INFO - Epoch [104][820/940] lr: 2.604e-01, eta: 2 days, 21:21:39, time: 1.750, data_time: 0.005, memory: 9063, top1_acc: 0.3670, top5_acc: 0.6283, loss_cls: 2.8630, loss: 2.8630, grad_norm: 1.3257 2020-08-05 15:32:28,055 - mmaction - INFO - Epoch [104][840/940] lr: 2.604e-01, eta: 2 days, 21:21:07, time: 1.782, data_time: 0.008, memory: 9063, top1_acc: 0.3652, top5_acc: 0.6305, loss_cls: 2.8437, loss: 2.8437, grad_norm: 1.3370 2020-08-05 15:33:03,649 - mmaction - INFO - Epoch [104][860/940] lr: 2.604e-01, eta: 2 days, 21:20:34, time: 1.779, data_time: 0.005, memory: 9063, top1_acc: 0.3553, top5_acc: 0.6051, loss_cls: 2.9327, loss: 2.9327, grad_norm: 1.2905 2020-08-05 15:33:38,143 - mmaction - INFO - Epoch [104][880/940] lr: 2.604e-01, eta: 2 days, 21:19:57, time: 1.725, data_time: 0.007, memory: 9063, top1_acc: 0.3650, top5_acc: 0.6131, loss_cls: 2.8898, loss: 2.8898, grad_norm: 1.3226 2020-08-05 15:34:13,076 - mmaction - INFO - Epoch [104][900/940] lr: 2.604e-01, eta: 2 days, 21:19:23, time: 1.747, data_time: 0.006, memory: 9063, top1_acc: 0.3711, top5_acc: 0.6113, loss_cls: 2.8925, loss: 2.8925, grad_norm: 1.3209 2020-08-05 15:34:47,835 - mmaction - INFO - Epoch [104][920/940] lr: 2.604e-01, eta: 2 days, 21:18:47, time: 1.739, data_time: 0.005, memory: 9063, top1_acc: 0.3537, top5_acc: 0.6094, loss_cls: 2.9314, loss: 2.9314, grad_norm: 1.3202 2020-08-05 15:35:22,340 - mmaction - INFO - Epoch [104][940/940] lr: 2.604e-01, eta: 2 days, 21:18:11, time: 1.724, data_time: 0.005, memory: 9063, top1_acc: 0.3539, top5_acc: 0.6187, loss_cls: 2.9033, loss: 2.9033, grad_norm: 1.3310 2020-08-05 15:35:22,684 - mmaction - INFO - Saving checkpoint at 104 epochs 2020-08-05 15:36:01,194 - mmaction - INFO - Epoch [105][20/940] lr: 2.581e-01, eta: 2 days, 21:17:43, time: 1.856, data_time: 0.369, memory: 9063, top1_acc: 0.3639, top5_acc: 0.6205, loss_cls: 2.8920, loss: 2.8920, grad_norm: 1.3112 2020-08-05 15:36:35,004 - mmaction - INFO - Epoch [105][40/940] lr: 2.581e-01, eta: 2 days, 21:17:04, time: 1.690, data_time: 0.005, memory: 9063, top1_acc: 0.3602, top5_acc: 0.6096, loss_cls: 2.9431, loss: 2.9431, grad_norm: 1.3153 2020-08-05 15:37:11,079 - mmaction - INFO - Epoch [105][60/940] lr: 2.581e-01, eta: 2 days, 21:16:33, time: 1.804, data_time: 0.004, memory: 9063, top1_acc: 0.3795, top5_acc: 0.6289, loss_cls: 2.8502, loss: 2.8502, grad_norm: 1.2870 2020-08-05 15:37:43,745 - mmaction - INFO - Epoch [105][80/940] lr: 2.581e-01, eta: 2 days, 21:15:51, time: 1.632, data_time: 0.005, memory: 9063, top1_acc: 0.3740, top5_acc: 0.6268, loss_cls: 2.8264, loss: 2.8264, grad_norm: 1.3123 2020-08-05 15:38:18,092 - mmaction - INFO - Epoch [105][100/940] lr: 2.581e-01, eta: 2 days, 21:15:15, time: 1.719, data_time: 0.006, memory: 9063, top1_acc: 0.3674, top5_acc: 0.6096, loss_cls: 2.9043, loss: 2.9043, grad_norm: 1.3131 2020-08-05 15:38:52,968 - mmaction - INFO - Epoch [105][120/940] lr: 2.581e-01, eta: 2 days, 21:14:40, time: 1.743, data_time: 0.005, memory: 9063, top1_acc: 0.3717, top5_acc: 0.6207, loss_cls: 2.8649, loss: 2.8649, grad_norm: 1.3144 2020-08-05 15:39:27,234 - mmaction - INFO - Epoch [105][140/940] lr: 2.581e-01, eta: 2 days, 21:14:03, time: 1.712, data_time: 0.003, memory: 9063, top1_acc: 0.3654, top5_acc: 0.6229, loss_cls: 2.8807, loss: 2.8807, grad_norm: 1.3339 2020-08-05 15:40:03,198 - mmaction - INFO - Epoch [105][160/940] lr: 2.581e-01, eta: 2 days, 21:13:31, time: 1.799, data_time: 0.007, memory: 9063, top1_acc: 0.3723, top5_acc: 0.6166, loss_cls: 2.8839, loss: 2.8839, grad_norm: 1.3035 2020-08-05 15:40:37,709 - mmaction - INFO - Epoch [105][180/940] lr: 2.581e-01, eta: 2 days, 21:12:55, time: 1.726, data_time: 0.003, memory: 9063, top1_acc: 0.3658, top5_acc: 0.6172, loss_cls: 2.8757, loss: 2.8757, grad_norm: 1.3370 2020-08-05 15:41:12,628 - mmaction - INFO - Epoch [105][200/940] lr: 2.581e-01, eta: 2 days, 21:12:20, time: 1.745, data_time: 0.006, memory: 9063, top1_acc: 0.3674, top5_acc: 0.6189, loss_cls: 2.8891, loss: 2.8891, grad_norm: 1.3227 2020-08-05 15:41:49,043 - mmaction - INFO - Epoch [105][220/940] lr: 2.581e-01, eta: 2 days, 21:11:49, time: 1.822, data_time: 0.006, memory: 9063, top1_acc: 0.3557, top5_acc: 0.6113, loss_cls: 2.9031, loss: 2.9031, grad_norm: 1.3062 2020-08-05 15:42:23,967 - mmaction - INFO - Epoch [105][240/940] lr: 2.581e-01, eta: 2 days, 21:11:14, time: 1.747, data_time: 0.002, memory: 9063, top1_acc: 0.3605, top5_acc: 0.6166, loss_cls: 2.8950, loss: 2.8950, grad_norm: 1.3137 2020-08-05 15:42:58,608 - mmaction - INFO - Epoch [105][260/940] lr: 2.581e-01, eta: 2 days, 21:10:38, time: 1.730, data_time: 0.004, memory: 9063, top1_acc: 0.3881, top5_acc: 0.6328, loss_cls: 2.8002, loss: 2.8002, grad_norm: 1.2959 2020-08-05 15:43:33,692 - mmaction - INFO - Epoch [105][280/940] lr: 2.581e-01, eta: 2 days, 21:10:04, time: 1.756, data_time: 0.006, memory: 9063, top1_acc: 0.3633, top5_acc: 0.6273, loss_cls: 2.8728, loss: 2.8728, grad_norm: 1.3466 2020-08-05 15:44:07,832 - mmaction - INFO - Epoch [105][300/940] lr: 2.581e-01, eta: 2 days, 21:09:27, time: 1.705, data_time: 0.006, memory: 9063, top1_acc: 0.3596, top5_acc: 0.6195, loss_cls: 2.8832, loss: 2.8832, grad_norm: 1.3182 2020-08-05 15:44:42,247 - mmaction - INFO - Epoch [105][320/940] lr: 2.581e-01, eta: 2 days, 21:08:51, time: 1.723, data_time: 0.006, memory: 9063, top1_acc: 0.3729, top5_acc: 0.6232, loss_cls: 2.8418, loss: 2.8418, grad_norm: 1.3350 2020-08-05 15:45:16,840 - mmaction - INFO - Epoch [105][340/940] lr: 2.581e-01, eta: 2 days, 21:08:15, time: 1.729, data_time: 0.006, memory: 9063, top1_acc: 0.3604, top5_acc: 0.6135, loss_cls: 2.8932, loss: 2.8932, grad_norm: 1.3076 2020-08-05 15:45:51,227 - mmaction - INFO - Epoch [105][360/940] lr: 2.581e-01, eta: 2 days, 21:07:38, time: 1.720, data_time: 0.005, memory: 9063, top1_acc: 0.3711, top5_acc: 0.6197, loss_cls: 2.8884, loss: 2.8884, grad_norm: 1.3024 2020-08-05 15:46:26,703 - mmaction - INFO - Epoch [105][380/940] lr: 2.581e-01, eta: 2 days, 21:07:05, time: 1.772, data_time: 0.005, memory: 9063, top1_acc: 0.3648, top5_acc: 0.6180, loss_cls: 2.8796, loss: 2.8796, grad_norm: 1.3231 2020-08-05 15:47:01,215 - mmaction - INFO - Epoch [105][400/940] lr: 2.581e-01, eta: 2 days, 21:06:29, time: 1.727, data_time: 0.006, memory: 9063, top1_acc: 0.3574, top5_acc: 0.6115, loss_cls: 2.9172, loss: 2.9172, grad_norm: 1.3071 2020-08-05 15:47:36,159 - mmaction - INFO - Epoch [105][420/940] lr: 2.581e-01, eta: 2 days, 21:05:54, time: 1.746, data_time: 0.005, memory: 9063, top1_acc: 0.3678, top5_acc: 0.6160, loss_cls: 2.8868, loss: 2.8868, grad_norm: 1.3216 2020-08-05 15:48:08,731 - mmaction - INFO - Epoch [105][440/940] lr: 2.581e-01, eta: 2 days, 21:05:12, time: 1.630, data_time: 0.005, memory: 9063, top1_acc: 0.3643, top5_acc: 0.6346, loss_cls: 2.8315, loss: 2.8315, grad_norm: 1.3165 2020-08-05 15:48:42,542 - mmaction - INFO - Epoch [105][460/940] lr: 2.581e-01, eta: 2 days, 21:04:34, time: 1.689, data_time: 0.005, memory: 9063, top1_acc: 0.3570, top5_acc: 0.6260, loss_cls: 2.8695, loss: 2.8695, grad_norm: 1.3375 2020-08-05 15:49:16,425 - mmaction - INFO - Epoch [105][480/940] lr: 2.581e-01, eta: 2 days, 21:03:56, time: 1.695, data_time: 0.004, memory: 9063, top1_acc: 0.3758, top5_acc: 0.6195, loss_cls: 2.8716, loss: 2.8716, grad_norm: 1.3453 2020-08-05 15:49:52,464 - mmaction - INFO - Epoch [105][500/940] lr: 2.581e-01, eta: 2 days, 21:03:24, time: 1.800, data_time: 0.005, memory: 9063, top1_acc: 0.3678, top5_acc: 0.6170, loss_cls: 2.8833, loss: 2.8833, grad_norm: 1.3339 2020-08-05 15:50:26,652 - mmaction - INFO - Epoch [105][520/940] lr: 2.581e-01, eta: 2 days, 21:02:47, time: 1.711, data_time: 0.006, memory: 9063, top1_acc: 0.3605, top5_acc: 0.6205, loss_cls: 2.8853, loss: 2.8853, grad_norm: 1.3045 2020-08-05 15:51:02,371 - mmaction - INFO - Epoch [105][540/940] lr: 2.581e-01, eta: 2 days, 21:02:15, time: 1.782, data_time: 0.005, memory: 9063, top1_acc: 0.3547, top5_acc: 0.6082, loss_cls: 2.9257, loss: 2.9257, grad_norm: 1.3364 2020-08-05 15:51:35,649 - mmaction - INFO - Epoch [105][560/940] lr: 2.581e-01, eta: 2 days, 21:01:35, time: 1.667, data_time: 0.007, memory: 9063, top1_acc: 0.3607, top5_acc: 0.6086, loss_cls: 2.9339, loss: 2.9339, grad_norm: 1.2846 2020-08-05 15:52:11,308 - mmaction - INFO - Epoch [105][580/940] lr: 2.581e-01, eta: 2 days, 21:01:02, time: 1.783, data_time: 0.005, memory: 9063, top1_acc: 0.3639, top5_acc: 0.6162, loss_cls: 2.8842, loss: 2.8842, grad_norm: 1.3351 2020-08-05 15:52:45,763 - mmaction - INFO - Epoch [105][600/940] lr: 2.581e-01, eta: 2 days, 21:00:26, time: 1.719, data_time: 0.006, memory: 9063, top1_acc: 0.3586, top5_acc: 0.6066, loss_cls: 2.9272, loss: 2.9272, grad_norm: 1.3383 2020-08-05 15:53:19,663 - mmaction - INFO - Epoch [105][620/940] lr: 2.581e-01, eta: 2 days, 20:59:48, time: 1.699, data_time: 0.007, memory: 9063, top1_acc: 0.3582, top5_acc: 0.6113, loss_cls: 2.9416, loss: 2.9416, grad_norm: 1.3414 2020-08-05 15:53:54,267 - mmaction - INFO - Epoch [105][640/940] lr: 2.581e-01, eta: 2 days, 20:59:12, time: 1.729, data_time: 0.007, memory: 9063, top1_acc: 0.3662, top5_acc: 0.6135, loss_cls: 2.9000, loss: 2.9000, grad_norm: 1.3055 2020-08-05 15:54:27,963 - mmaction - INFO - Epoch [105][660/940] lr: 2.581e-01, eta: 2 days, 20:58:34, time: 1.687, data_time: 0.006, memory: 9063, top1_acc: 0.3678, top5_acc: 0.6145, loss_cls: 2.8948, loss: 2.8948, grad_norm: 1.3576 2020-08-05 15:55:02,479 - mmaction - INFO - Epoch [105][680/940] lr: 2.581e-01, eta: 2 days, 20:57:58, time: 1.722, data_time: 0.005, memory: 9063, top1_acc: 0.3691, top5_acc: 0.6242, loss_cls: 2.8694, loss: 2.8694, grad_norm: 1.3242 2020-08-05 15:55:37,016 - mmaction - INFO - Epoch [105][700/940] lr: 2.581e-01, eta: 2 days, 20:57:22, time: 1.731, data_time: 0.006, memory: 9063, top1_acc: 0.3596, top5_acc: 0.6072, loss_cls: 2.9124, loss: 2.9124, grad_norm: 1.2895 2020-08-05 15:56:11,926 - mmaction - INFO - Epoch [105][720/940] lr: 2.581e-01, eta: 2 days, 20:56:47, time: 1.744, data_time: 0.005, memory: 9063, top1_acc: 0.3486, top5_acc: 0.6107, loss_cls: 2.8999, loss: 2.8999, grad_norm: 1.3311 2020-08-05 15:56:45,936 - mmaction - INFO - Epoch [105][740/940] lr: 2.581e-01, eta: 2 days, 20:56:09, time: 1.702, data_time: 0.006, memory: 9063, top1_acc: 0.3576, top5_acc: 0.6123, loss_cls: 2.9132, loss: 2.9132, grad_norm: 1.3211 2020-08-05 15:57:21,503 - mmaction - INFO - Epoch [105][760/940] lr: 2.581e-01, eta: 2 days, 20:55:36, time: 1.777, data_time: 0.008, memory: 9063, top1_acc: 0.3693, top5_acc: 0.6160, loss_cls: 2.8848, loss: 2.8848, grad_norm: 1.3245 2020-08-05 15:57:55,675 - mmaction - INFO - Epoch [105][780/940] lr: 2.581e-01, eta: 2 days, 20:54:59, time: 1.709, data_time: 0.006, memory: 9063, top1_acc: 0.3570, top5_acc: 0.6234, loss_cls: 2.8747, loss: 2.8747, grad_norm: 1.3512 2020-08-05 15:58:30,238 - mmaction - INFO - Epoch [105][800/940] lr: 2.581e-01, eta: 2 days, 20:54:23, time: 1.728, data_time: 0.006, memory: 9063, top1_acc: 0.3648, top5_acc: 0.6080, loss_cls: 2.9147, loss: 2.9147, grad_norm: 1.3192 2020-08-05 15:59:04,632 - mmaction - INFO - Epoch [105][820/940] lr: 2.581e-01, eta: 2 days, 20:53:47, time: 1.721, data_time: 0.008, memory: 9063, top1_acc: 0.3643, top5_acc: 0.6080, loss_cls: 2.9242, loss: 2.9242, grad_norm: 1.3398 2020-08-05 15:59:38,614 - mmaction - INFO - Epoch [105][840/940] lr: 2.581e-01, eta: 2 days, 20:53:09, time: 1.700, data_time: 0.003, memory: 9063, top1_acc: 0.3658, top5_acc: 0.6109, loss_cls: 2.8760, loss: 2.8760, grad_norm: 1.2958 2020-08-05 16:00:18,051 - mmaction - INFO - Epoch [105][860/940] lr: 2.581e-01, eta: 2 days, 20:52:47, time: 1.962, data_time: 0.005, memory: 9063, top1_acc: 0.3721, top5_acc: 0.6199, loss_cls: 2.8899, loss: 2.8899, grad_norm: 1.3420 2020-08-05 16:00:50,148 - mmaction - INFO - Epoch [105][880/940] lr: 2.581e-01, eta: 2 days, 20:52:04, time: 1.615, data_time: 0.020, memory: 9063, top1_acc: 0.3617, top5_acc: 0.6127, loss_cls: 2.9032, loss: 2.9032, grad_norm: 1.3392 2020-08-05 16:01:23,495 - mmaction - INFO - Epoch [105][900/940] lr: 2.581e-01, eta: 2 days, 20:51:25, time: 1.666, data_time: 0.003, memory: 9063, top1_acc: 0.3723, top5_acc: 0.6107, loss_cls: 2.8797, loss: 2.8797, grad_norm: 1.3310 2020-08-05 16:01:58,197 - mmaction - INFO - Epoch [105][920/940] lr: 2.581e-01, eta: 2 days, 20:50:49, time: 1.737, data_time: 0.006, memory: 9063, top1_acc: 0.3611, top5_acc: 0.6176, loss_cls: 2.9092, loss: 2.9092, grad_norm: 1.3231 2020-08-05 16:02:32,156 - mmaction - INFO - Epoch [105][940/940] lr: 2.581e-01, eta: 2 days, 20:50:12, time: 1.697, data_time: 0.003, memory: 9063, top1_acc: 0.3592, top5_acc: 0.6169, loss_cls: 2.9011, loss: 2.9011, grad_norm: 1.3335 2020-08-05 16:04:01,486 - mmaction - INFO - Epoch [106][20/940] lr: 2.557e-01, eta: 2 days, 20:52:10, time: 4.442, data_time: 0.609, memory: 9063, top1_acc: 0.3715, top5_acc: 0.6197, loss_cls: 2.8836, loss: 2.8836, grad_norm: 1.3273 2020-08-05 16:04:28,888 - mmaction - INFO - Epoch [106][40/940] lr: 2.557e-01, eta: 2 days, 20:51:14, time: 1.373, data_time: 0.007, memory: 9063, top1_acc: 0.3648, top5_acc: 0.6213, loss_cls: 2.8592, loss: 2.8592, grad_norm: 1.3411 2020-08-05 16:04:57,866 - mmaction - INFO - Epoch [106][60/940] lr: 2.557e-01, eta: 2 days, 20:50:22, time: 1.450, data_time: 0.006, memory: 9063, top1_acc: 0.3594, top5_acc: 0.6193, loss_cls: 2.8939, loss: 2.8939, grad_norm: 1.3411 2020-08-05 16:05:30,654 - mmaction - INFO - Epoch [106][80/940] lr: 2.557e-01, eta: 2 days, 20:49:41, time: 1.639, data_time: 0.005, memory: 9063, top1_acc: 0.3633, top5_acc: 0.6244, loss_cls: 2.8614, loss: 2.8614, grad_norm: 1.3435 2020-08-05 16:06:04,770 - mmaction - INFO - Epoch [106][100/940] lr: 2.557e-01, eta: 2 days, 20:49:04, time: 1.701, data_time: 0.007, memory: 9063, top1_acc: 0.3621, top5_acc: 0.6107, loss_cls: 2.9008, loss: 2.9008, grad_norm: 1.3186 2020-08-05 16:06:39,414 - mmaction - INFO - Epoch [106][120/940] lr: 2.557e-01, eta: 2 days, 20:48:28, time: 1.737, data_time: 0.007, memory: 9063, top1_acc: 0.3730, top5_acc: 0.6309, loss_cls: 2.8003, loss: 2.8003, grad_norm: 1.2966 2020-08-05 16:07:14,598 - mmaction - INFO - Epoch [106][140/940] lr: 2.557e-01, eta: 2 days, 20:47:54, time: 1.756, data_time: 0.005, memory: 9063, top1_acc: 0.3680, top5_acc: 0.6246, loss_cls: 2.8610, loss: 2.8610, grad_norm: 1.3420 2020-08-05 16:07:48,648 - mmaction - INFO - Epoch [106][160/940] lr: 2.557e-01, eta: 2 days, 20:47:16, time: 1.702, data_time: 0.006, memory: 9063, top1_acc: 0.3668, top5_acc: 0.6201, loss_cls: 2.9007, loss: 2.9007, grad_norm: 1.3333 2020-08-05 16:08:22,872 - mmaction - INFO - Epoch [106][180/940] lr: 2.557e-01, eta: 2 days, 20:46:40, time: 1.714, data_time: 0.007, memory: 9063, top1_acc: 0.3613, top5_acc: 0.6133, loss_cls: 2.8889, loss: 2.8889, grad_norm: 1.3452 2020-08-05 16:08:58,057 - mmaction - INFO - Epoch [106][200/940] lr: 2.557e-01, eta: 2 days, 20:46:05, time: 1.761, data_time: 0.006, memory: 9063, top1_acc: 0.3547, top5_acc: 0.6160, loss_cls: 2.9044, loss: 2.9044, grad_norm: 1.3476 2020-08-05 16:09:32,185 - mmaction - INFO - Epoch [106][220/940] lr: 2.557e-01, eta: 2 days, 20:45:28, time: 1.706, data_time: 0.002, memory: 9063, top1_acc: 0.3604, top5_acc: 0.6162, loss_cls: 2.9280, loss: 2.9280, grad_norm: 1.3555 2020-08-05 16:10:06,016 - mmaction - INFO - Epoch [106][240/940] lr: 2.557e-01, eta: 2 days, 20:44:50, time: 1.692, data_time: 0.008, memory: 9063, top1_acc: 0.3709, top5_acc: 0.6170, loss_cls: 2.8791, loss: 2.8791, grad_norm: 1.3209 2020-08-05 16:10:39,949 - mmaction - INFO - Epoch [106][260/940] lr: 2.557e-01, eta: 2 days, 20:44:12, time: 1.696, data_time: 0.002, memory: 9063, top1_acc: 0.3689, top5_acc: 0.6314, loss_cls: 2.8388, loss: 2.8388, grad_norm: 1.3121 2020-08-05 16:11:13,782 - mmaction - INFO - Epoch [106][280/940] lr: 2.557e-01, eta: 2 days, 20:43:34, time: 1.688, data_time: 0.008, memory: 9063, top1_acc: 0.3551, top5_acc: 0.6090, loss_cls: 2.9002, loss: 2.9002, grad_norm: 1.3159 2020-08-05 16:11:48,084 - mmaction - INFO - Epoch [106][300/940] lr: 2.557e-01, eta: 2 days, 20:42:58, time: 1.719, data_time: 0.007, memory: 9063, top1_acc: 0.3891, top5_acc: 0.6334, loss_cls: 2.8076, loss: 2.8076, grad_norm: 1.2997 2020-08-05 16:12:23,262 - mmaction - INFO - Epoch [106][320/940] lr: 2.557e-01, eta: 2 days, 20:42:23, time: 1.759, data_time: 0.003, memory: 9063, top1_acc: 0.3666, top5_acc: 0.6152, loss_cls: 2.8725, loss: 2.8725, grad_norm: 1.3051 2020-08-05 16:12:56,310 - mmaction - INFO - Epoch [106][340/940] lr: 2.557e-01, eta: 2 days, 20:41:43, time: 1.653, data_time: 0.005, memory: 9063, top1_acc: 0.3602, top5_acc: 0.6201, loss_cls: 2.9041, loss: 2.9041, grad_norm: 1.3105 2020-08-05 16:13:30,126 - mmaction - INFO - Epoch [106][360/940] lr: 2.557e-01, eta: 2 days, 20:41:05, time: 1.686, data_time: 0.002, memory: 9063, top1_acc: 0.3668, top5_acc: 0.6184, loss_cls: 2.8354, loss: 2.8354, grad_norm: 1.3172 2020-08-05 16:14:04,823 - mmaction - INFO - Epoch [106][380/940] lr: 2.557e-01, eta: 2 days, 20:40:29, time: 1.738, data_time: 0.010, memory: 9063, top1_acc: 0.3512, top5_acc: 0.5990, loss_cls: 2.9645, loss: 2.9645, grad_norm: 1.3302 2020-08-05 16:14:38,517 - mmaction - INFO - Epoch [106][400/940] lr: 2.557e-01, eta: 2 days, 20:39:51, time: 1.686, data_time: 0.006, memory: 9063, top1_acc: 0.3686, top5_acc: 0.6154, loss_cls: 2.8940, loss: 2.8940, grad_norm: 1.3658 2020-08-05 16:15:13,201 - mmaction - INFO - Epoch [106][420/940] lr: 2.557e-01, eta: 2 days, 20:39:15, time: 1.733, data_time: 0.005, memory: 9063, top1_acc: 0.3668, top5_acc: 0.6236, loss_cls: 2.8772, loss: 2.8772, grad_norm: 1.2886 2020-08-05 16:15:46,465 - mmaction - INFO - Epoch [106][440/940] lr: 2.557e-01, eta: 2 days, 20:38:36, time: 1.665, data_time: 0.007, memory: 9063, top1_acc: 0.3732, top5_acc: 0.6158, loss_cls: 2.8821, loss: 2.8821, grad_norm: 1.3285 2020-08-05 16:16:19,923 - mmaction - INFO - Epoch [106][460/940] lr: 2.557e-01, eta: 2 days, 20:37:57, time: 1.670, data_time: 0.005, memory: 9063, top1_acc: 0.3660, top5_acc: 0.6162, loss_cls: 2.8970, loss: 2.8970, grad_norm: 1.3545 2020-08-05 16:16:53,258 - mmaction - INFO - Epoch [106][480/940] lr: 2.557e-01, eta: 2 days, 20:37:17, time: 1.670, data_time: 0.006, memory: 9063, top1_acc: 0.3725, top5_acc: 0.6162, loss_cls: 2.8755, loss: 2.8755, grad_norm: 1.3137 2020-08-05 16:17:28,944 - mmaction - INFO - Epoch [106][500/940] lr: 2.557e-01, eta: 2 days, 20:36:45, time: 1.783, data_time: 0.007, memory: 9063, top1_acc: 0.3697, top5_acc: 0.6121, loss_cls: 2.9023, loss: 2.9023, grad_norm: 1.3287 2020-08-05 16:18:01,739 - mmaction - INFO - Epoch [106][520/940] lr: 2.557e-01, eta: 2 days, 20:36:04, time: 1.641, data_time: 0.005, memory: 9063, top1_acc: 0.3559, top5_acc: 0.6168, loss_cls: 2.9126, loss: 2.9126, grad_norm: 1.3320 2020-08-05 16:18:36,995 - mmaction - INFO - Epoch [106][540/940] lr: 2.557e-01, eta: 2 days, 20:35:30, time: 1.761, data_time: 0.005, memory: 9063, top1_acc: 0.3605, top5_acc: 0.6086, loss_cls: 2.9067, loss: 2.9067, grad_norm: 1.3359 2020-08-05 16:19:11,418 - mmaction - INFO - Epoch [106][560/940] lr: 2.557e-01, eta: 2 days, 20:34:53, time: 1.720, data_time: 0.005, memory: 9063, top1_acc: 0.3535, top5_acc: 0.6062, loss_cls: 2.9719, loss: 2.9719, grad_norm: 1.3374 2020-08-05 16:19:43,946 - mmaction - INFO - Epoch [106][580/940] lr: 2.557e-01, eta: 2 days, 20:34:12, time: 1.630, data_time: 0.006, memory: 9063, top1_acc: 0.3582, top5_acc: 0.6094, loss_cls: 2.9331, loss: 2.9331, grad_norm: 1.3161 2020-08-05 16:20:18,784 - mmaction - INFO - Epoch [106][600/940] lr: 2.557e-01, eta: 2 days, 20:33:36, time: 1.739, data_time: 0.005, memory: 9063, top1_acc: 0.3662, top5_acc: 0.6230, loss_cls: 2.8719, loss: 2.8719, grad_norm: 1.3171 2020-08-05 16:20:52,937 - mmaction - INFO - Epoch [106][620/940] lr: 2.557e-01, eta: 2 days, 20:32:59, time: 1.710, data_time: 0.006, memory: 9063, top1_acc: 0.3707, top5_acc: 0.6242, loss_cls: 2.8585, loss: 2.8585, grad_norm: 1.3202 2020-08-05 16:21:27,019 - mmaction - INFO - Epoch [106][640/940] lr: 2.557e-01, eta: 2 days, 20:32:22, time: 1.703, data_time: 0.005, memory: 9063, top1_acc: 0.3654, top5_acc: 0.6178, loss_cls: 2.8861, loss: 2.8861, grad_norm: 1.3398 2020-08-05 16:22:00,708 - mmaction - INFO - Epoch [106][660/940] lr: 2.557e-01, eta: 2 days, 20:31:44, time: 1.686, data_time: 0.007, memory: 9063, top1_acc: 0.3621, top5_acc: 0.6162, loss_cls: 2.8736, loss: 2.8736, grad_norm: 1.3208 2020-08-05 16:22:34,659 - mmaction - INFO - Epoch [106][680/940] lr: 2.557e-01, eta: 2 days, 20:31:06, time: 1.698, data_time: 0.002, memory: 9063, top1_acc: 0.3836, top5_acc: 0.6271, loss_cls: 2.8386, loss: 2.8386, grad_norm: 1.3246 2020-08-05 16:23:08,788 - mmaction - INFO - Epoch [106][700/940] lr: 2.557e-01, eta: 2 days, 20:30:29, time: 1.706, data_time: 0.005, memory: 9063, top1_acc: 0.3521, top5_acc: 0.6127, loss_cls: 2.9344, loss: 2.9344, grad_norm: 1.3823 2020-08-05 16:23:42,310 - mmaction - INFO - Epoch [106][720/940] lr: 2.557e-01, eta: 2 days, 20:29:50, time: 1.677, data_time: 0.004, memory: 9063, top1_acc: 0.3668, top5_acc: 0.6154, loss_cls: 2.8776, loss: 2.8776, grad_norm: 1.3323 2020-08-05 16:24:17,057 - mmaction - INFO - Epoch [106][740/940] lr: 2.557e-01, eta: 2 days, 20:29:15, time: 1.735, data_time: 0.004, memory: 9063, top1_acc: 0.3680, top5_acc: 0.6291, loss_cls: 2.8423, loss: 2.8423, grad_norm: 1.3474 2020-08-05 16:24:52,096 - mmaction - INFO - Epoch [106][760/940] lr: 2.557e-01, eta: 2 days, 20:28:40, time: 1.753, data_time: 0.006, memory: 9063, top1_acc: 0.3596, top5_acc: 0.5986, loss_cls: 2.9556, loss: 2.9556, grad_norm: 1.3203 2020-08-05 16:25:24,996 - mmaction - INFO - Epoch [106][780/940] lr: 2.557e-01, eta: 2 days, 20:27:59, time: 1.643, data_time: 0.007, memory: 9063, top1_acc: 0.3646, top5_acc: 0.6123, loss_cls: 2.9122, loss: 2.9122, grad_norm: 1.3229 2020-08-05 16:25:59,900 - mmaction - INFO - Epoch [106][800/940] lr: 2.557e-01, eta: 2 days, 20:27:24, time: 1.742, data_time: 0.007, memory: 9063, top1_acc: 0.3646, top5_acc: 0.6102, loss_cls: 2.9092, loss: 2.9092, grad_norm: 1.3235 2020-08-05 16:26:34,820 - mmaction - INFO - Epoch [106][820/940] lr: 2.557e-01, eta: 2 days, 20:26:50, time: 1.749, data_time: 0.010, memory: 9063, top1_acc: 0.3738, top5_acc: 0.6232, loss_cls: 2.8437, loss: 2.8437, grad_norm: 1.3342 2020-08-05 16:27:08,769 - mmaction - INFO - Epoch [106][840/940] lr: 2.557e-01, eta: 2 days, 20:26:12, time: 1.699, data_time: 0.006, memory: 9063, top1_acc: 0.3785, top5_acc: 0.6299, loss_cls: 2.8196, loss: 2.8196, grad_norm: 1.3251 2020-08-05 16:27:42,054 - mmaction - INFO - Epoch [106][860/940] lr: 2.557e-01, eta: 2 days, 20:25:32, time: 1.662, data_time: 0.007, memory: 9063, top1_acc: 0.3559, top5_acc: 0.6135, loss_cls: 2.9452, loss: 2.9452, grad_norm: 1.3271 2020-08-05 16:28:15,692 - mmaction - INFO - Epoch [106][880/940] lr: 2.557e-01, eta: 2 days, 20:24:54, time: 1.684, data_time: 0.006, memory: 9063, top1_acc: 0.3623, top5_acc: 0.6098, loss_cls: 2.8988, loss: 2.8988, grad_norm: 1.3108 2020-08-05 16:28:49,956 - mmaction - INFO - Epoch [106][900/940] lr: 2.557e-01, eta: 2 days, 20:24:17, time: 1.713, data_time: 0.005, memory: 9063, top1_acc: 0.3693, top5_acc: 0.6266, loss_cls: 2.8628, loss: 2.8628, grad_norm: 1.3355 2020-08-05 16:29:24,615 - mmaction - INFO - Epoch [106][920/940] lr: 2.557e-01, eta: 2 days, 20:23:42, time: 1.733, data_time: 0.006, memory: 9063, top1_acc: 0.3727, top5_acc: 0.6184, loss_cls: 2.8711, loss: 2.8711, grad_norm: 1.3180 2020-08-05 16:29:57,712 - mmaction - INFO - Epoch [106][940/940] lr: 2.557e-01, eta: 2 days, 20:23:02, time: 1.655, data_time: 0.005, memory: 9063, top1_acc: 0.3519, top5_acc: 0.6069, loss_cls: 2.9310, loss: 2.9310, grad_norm: 1.3345 2020-08-05 16:30:37,333 - mmaction - INFO - Epoch [107][20/940] lr: 2.533e-01, eta: 2 days, 20:22:39, time: 1.966, data_time: 0.445, memory: 9063, top1_acc: 0.3666, top5_acc: 0.6191, loss_cls: 2.8811, loss: 2.8811, grad_norm: 1.3458 2020-08-05 16:31:09,666 - mmaction - INFO - Epoch [107][40/940] lr: 2.533e-01, eta: 2 days, 20:21:57, time: 1.618, data_time: 0.006, memory: 9063, top1_acc: 0.3689, top5_acc: 0.6211, loss_cls: 2.8328, loss: 2.8328, grad_norm: 1.3314 2020-08-05 16:31:42,421 - mmaction - INFO - Epoch [107][60/940] lr: 2.533e-01, eta: 2 days, 20:21:16, time: 1.637, data_time: 0.006, memory: 9063, top1_acc: 0.3662, top5_acc: 0.6238, loss_cls: 2.8474, loss: 2.8474, grad_norm: 1.3124 2020-08-05 16:32:17,459 - mmaction - INFO - Epoch [107][80/940] lr: 2.533e-01, eta: 2 days, 20:20:41, time: 1.752, data_time: 0.005, memory: 9063, top1_acc: 0.3727, top5_acc: 0.6330, loss_cls: 2.8300, loss: 2.8300, grad_norm: 1.3440 2020-08-05 16:32:51,083 - mmaction - INFO - Epoch [107][100/940] lr: 2.533e-01, eta: 2 days, 20:20:03, time: 1.681, data_time: 0.008, memory: 9063, top1_acc: 0.3607, top5_acc: 0.6166, loss_cls: 2.9049, loss: 2.9049, grad_norm: 1.3305 2020-08-05 16:33:25,750 - mmaction - INFO - Epoch [107][120/940] lr: 2.533e-01, eta: 2 days, 20:19:27, time: 1.732, data_time: 0.005, memory: 9063, top1_acc: 0.3656, top5_acc: 0.6213, loss_cls: 2.8492, loss: 2.8492, grad_norm: 1.3428 2020-08-05 16:34:00,381 - mmaction - INFO - Epoch [107][140/940] lr: 2.533e-01, eta: 2 days, 20:18:51, time: 1.731, data_time: 0.007, memory: 9063, top1_acc: 0.3756, top5_acc: 0.6188, loss_cls: 2.8456, loss: 2.8456, grad_norm: 1.3304 2020-08-05 16:34:32,638 - mmaction - INFO - Epoch [107][160/940] lr: 2.533e-01, eta: 2 days, 20:18:09, time: 1.611, data_time: 0.007, memory: 9063, top1_acc: 0.3664, top5_acc: 0.6393, loss_cls: 2.8032, loss: 2.8032, grad_norm: 1.3616 2020-08-05 16:35:07,349 - mmaction - INFO - Epoch [107][180/940] lr: 2.533e-01, eta: 2 days, 20:17:34, time: 1.740, data_time: 0.008, memory: 9063, top1_acc: 0.3719, top5_acc: 0.6162, loss_cls: 2.8649, loss: 2.8649, grad_norm: 1.3386 2020-08-05 16:35:40,658 - mmaction - INFO - Epoch [107][200/940] lr: 2.533e-01, eta: 2 days, 20:16:54, time: 1.666, data_time: 0.002, memory: 9063, top1_acc: 0.3625, top5_acc: 0.6186, loss_cls: 2.8716, loss: 2.8716, grad_norm: 1.3574 2020-08-05 16:36:15,105 - mmaction - INFO - Epoch [107][220/940] lr: 2.533e-01, eta: 2 days, 20:16:18, time: 1.722, data_time: 0.002, memory: 9063, top1_acc: 0.3541, top5_acc: 0.6029, loss_cls: 2.9520, loss: 2.9520, grad_norm: 1.3341 2020-08-05 16:36:47,896 - mmaction - INFO - Epoch [107][240/940] lr: 2.533e-01, eta: 2 days, 20:15:37, time: 1.638, data_time: 0.007, memory: 9063, top1_acc: 0.3758, top5_acc: 0.6162, loss_cls: 2.8632, loss: 2.8632, grad_norm: 1.3382 2020-08-05 16:37:21,887 - mmaction - INFO - Epoch [107][260/940] lr: 2.533e-01, eta: 2 days, 20:15:00, time: 1.701, data_time: 0.005, memory: 9063, top1_acc: 0.3816, top5_acc: 0.6281, loss_cls: 2.8176, loss: 2.8176, grad_norm: 1.3115 2020-08-05 16:37:54,215 - mmaction - INFO - Epoch [107][280/940] lr: 2.533e-01, eta: 2 days, 20:14:18, time: 1.615, data_time: 0.007, memory: 9063, top1_acc: 0.3564, top5_acc: 0.6207, loss_cls: 2.8809, loss: 2.8809, grad_norm: 1.3586 2020-08-05 16:38:29,314 - mmaction - INFO - Epoch [107][300/940] lr: 2.533e-01, eta: 2 days, 20:13:43, time: 1.754, data_time: 0.007, memory: 9063, top1_acc: 0.3814, top5_acc: 0.6400, loss_cls: 2.8085, loss: 2.8085, grad_norm: 1.3387 2020-08-05 16:39:02,039 - mmaction - INFO - Epoch [107][320/940] lr: 2.533e-01, eta: 2 days, 20:13:02, time: 1.637, data_time: 0.006, memory: 9063, top1_acc: 0.3658, top5_acc: 0.6199, loss_cls: 2.8622, loss: 2.8622, grad_norm: 1.3447 2020-08-05 16:39:35,765 - mmaction - INFO - Epoch [107][340/940] lr: 2.533e-01, eta: 2 days, 20:12:24, time: 1.686, data_time: 0.006, memory: 9063, top1_acc: 0.3834, top5_acc: 0.6361, loss_cls: 2.7966, loss: 2.7966, grad_norm: 1.3273 2020-08-05 16:40:09,852 - mmaction - INFO - Epoch [107][360/940] lr: 2.533e-01, eta: 2 days, 20:11:47, time: 1.706, data_time: 0.006, memory: 9063, top1_acc: 0.3672, top5_acc: 0.6156, loss_cls: 2.8946, loss: 2.8946, grad_norm: 1.3252 2020-08-05 16:40:42,996 - mmaction - INFO - Epoch [107][380/940] lr: 2.533e-01, eta: 2 days, 20:11:07, time: 1.657, data_time: 0.002, memory: 9063, top1_acc: 0.3799, top5_acc: 0.6230, loss_cls: 2.8309, loss: 2.8309, grad_norm: 1.3311 2020-08-05 16:41:17,056 - mmaction - INFO - Epoch [107][400/940] lr: 2.533e-01, eta: 2 days, 20:10:30, time: 1.702, data_time: 0.005, memory: 9063, top1_acc: 0.3699, top5_acc: 0.6236, loss_cls: 2.8441, loss: 2.8441, grad_norm: 1.3160 2020-08-05 16:41:51,356 - mmaction - INFO - Epoch [107][420/940] lr: 2.533e-01, eta: 2 days, 20:09:53, time: 1.711, data_time: 0.007, memory: 9063, top1_acc: 0.3654, top5_acc: 0.6223, loss_cls: 2.8495, loss: 2.8495, grad_norm: 1.3537 2020-08-05 16:42:24,910 - mmaction - INFO - Epoch [107][440/940] lr: 2.533e-01, eta: 2 days, 20:09:15, time: 1.679, data_time: 0.008, memory: 9063, top1_acc: 0.3598, top5_acc: 0.6076, loss_cls: 2.9038, loss: 2.9038, grad_norm: 1.3465 2020-08-05 16:42:58,218 - mmaction - INFO - Epoch [107][460/940] lr: 2.533e-01, eta: 2 days, 20:08:36, time: 1.670, data_time: 0.007, memory: 9063, top1_acc: 0.3586, top5_acc: 0.6092, loss_cls: 2.9148, loss: 2.9148, grad_norm: 1.3080 2020-08-05 16:43:32,054 - mmaction - INFO - Epoch [107][480/940] lr: 2.533e-01, eta: 2 days, 20:07:58, time: 1.689, data_time: 0.005, memory: 9063, top1_acc: 0.3500, top5_acc: 0.6021, loss_cls: 2.9441, loss: 2.9441, grad_norm: 1.3437 2020-08-05 16:44:06,501 - mmaction - INFO - Epoch [107][500/940] lr: 2.533e-01, eta: 2 days, 20:07:21, time: 1.721, data_time: 0.006, memory: 9063, top1_acc: 0.3621, top5_acc: 0.6049, loss_cls: 2.9019, loss: 2.9019, grad_norm: 1.3204 2020-08-05 16:44:39,475 - mmaction - INFO - Epoch [107][520/940] lr: 2.533e-01, eta: 2 days, 20:06:41, time: 1.648, data_time: 0.008, memory: 9063, top1_acc: 0.3629, top5_acc: 0.6145, loss_cls: 2.8804, loss: 2.8804, grad_norm: 1.3620 2020-08-05 16:45:12,454 - mmaction - INFO - Epoch [107][540/940] lr: 2.533e-01, eta: 2 days, 20:06:01, time: 1.650, data_time: 0.007, memory: 9063, top1_acc: 0.3508, top5_acc: 0.6035, loss_cls: 2.9433, loss: 2.9433, grad_norm: 1.3391 2020-08-05 16:45:47,701 - mmaction - INFO - Epoch [107][560/940] lr: 2.533e-01, eta: 2 days, 20:05:27, time: 1.766, data_time: 0.007, memory: 9063, top1_acc: 0.3549, top5_acc: 0.6027, loss_cls: 2.9513, loss: 2.9513, grad_norm: 1.3134 2020-08-05 16:46:21,373 - mmaction - INFO - Epoch [107][580/940] lr: 2.533e-01, eta: 2 days, 20:04:49, time: 1.682, data_time: 0.003, memory: 9063, top1_acc: 0.3637, top5_acc: 0.6123, loss_cls: 2.8966, loss: 2.8966, grad_norm: 1.3160 2020-08-05 16:46:55,155 - mmaction - INFO - Epoch [107][600/940] lr: 2.533e-01, eta: 2 days, 20:04:11, time: 1.688, data_time: 0.006, memory: 9063, top1_acc: 0.3693, top5_acc: 0.6232, loss_cls: 2.8475, loss: 2.8475, grad_norm: 1.3255 2020-08-05 16:47:28,336 - mmaction - INFO - Epoch [107][620/940] lr: 2.533e-01, eta: 2 days, 20:03:31, time: 1.661, data_time: 0.006, memory: 9063, top1_acc: 0.3705, top5_acc: 0.6217, loss_cls: 2.8777, loss: 2.8777, grad_norm: 1.3234 2020-08-05 16:48:01,217 - mmaction - INFO - Epoch [107][640/940] lr: 2.533e-01, eta: 2 days, 20:02:51, time: 1.642, data_time: 0.005, memory: 9063, top1_acc: 0.3725, top5_acc: 0.6180, loss_cls: 2.8701, loss: 2.8701, grad_norm: 1.3478 2020-08-05 16:48:34,807 - mmaction - INFO - Epoch [107][660/940] lr: 2.533e-01, eta: 2 days, 20:02:12, time: 1.681, data_time: 0.006, memory: 9063, top1_acc: 0.3520, top5_acc: 0.6191, loss_cls: 2.8996, loss: 2.8996, grad_norm: 1.3230 2020-08-05 16:49:08,707 - mmaction - INFO - Epoch [107][680/940] lr: 2.533e-01, eta: 2 days, 20:01:35, time: 1.693, data_time: 0.005, memory: 9063, top1_acc: 0.3656, top5_acc: 0.6227, loss_cls: 2.8809, loss: 2.8809, grad_norm: 1.3504 2020-08-05 16:49:42,265 - mmaction - INFO - Epoch [107][700/940] lr: 2.533e-01, eta: 2 days, 20:00:56, time: 1.680, data_time: 0.006, memory: 9063, top1_acc: 0.3518, top5_acc: 0.6180, loss_cls: 2.8917, loss: 2.8917, grad_norm: 1.3402 2020-08-05 16:50:16,317 - mmaction - INFO - Epoch [107][720/940] lr: 2.533e-01, eta: 2 days, 20:00:19, time: 1.700, data_time: 0.008, memory: 9063, top1_acc: 0.3674, top5_acc: 0.6195, loss_cls: 2.8749, loss: 2.8749, grad_norm: 1.3439 2020-08-05 16:50:50,387 - mmaction - INFO - Epoch [107][740/940] lr: 2.533e-01, eta: 2 days, 19:59:42, time: 1.704, data_time: 0.007, memory: 9063, top1_acc: 0.3633, top5_acc: 0.6158, loss_cls: 2.8891, loss: 2.8891, grad_norm: 1.3342 2020-08-05 16:51:23,738 - mmaction - INFO - Epoch [107][760/940] lr: 2.533e-01, eta: 2 days, 19:59:02, time: 1.666, data_time: 0.007, memory: 9063, top1_acc: 0.3668, top5_acc: 0.6160, loss_cls: 2.9082, loss: 2.9082, grad_norm: 1.3243 2020-08-05 16:51:58,422 - mmaction - INFO - Epoch [107][780/940] lr: 2.533e-01, eta: 2 days, 19:58:27, time: 1.738, data_time: 0.006, memory: 9063, top1_acc: 0.3658, top5_acc: 0.6156, loss_cls: 2.8937, loss: 2.8937, grad_norm: 1.3683 2020-08-05 16:52:31,867 - mmaction - INFO - Epoch [107][800/940] lr: 2.533e-01, eta: 2 days, 19:57:48, time: 1.671, data_time: 0.005, memory: 9063, top1_acc: 0.3547, top5_acc: 0.6092, loss_cls: 2.9234, loss: 2.9234, grad_norm: 1.3300 2020-08-05 16:53:05,316 - mmaction - INFO - Epoch [107][820/940] lr: 2.533e-01, eta: 2 days, 19:57:09, time: 1.672, data_time: 0.005, memory: 9063, top1_acc: 0.3488, top5_acc: 0.6055, loss_cls: 2.9536, loss: 2.9536, grad_norm: 1.3054 2020-08-05 16:53:38,030 - mmaction - INFO - Epoch [107][840/940] lr: 2.533e-01, eta: 2 days, 19:56:28, time: 1.637, data_time: 0.008, memory: 9063, top1_acc: 0.3621, top5_acc: 0.6045, loss_cls: 2.9206, loss: 2.9206, grad_norm: 1.3356 2020-08-05 16:54:13,304 - mmaction - INFO - Epoch [107][860/940] lr: 2.533e-01, eta: 2 days, 19:55:55, time: 1.762, data_time: 0.005, memory: 9063, top1_acc: 0.3584, top5_acc: 0.6268, loss_cls: 2.8973, loss: 2.8973, grad_norm: 1.3267 2020-08-05 16:54:47,509 - mmaction - INFO - Epoch [107][880/940] lr: 2.533e-01, eta: 2 days, 19:55:18, time: 1.712, data_time: 0.006, memory: 9063, top1_acc: 0.3525, top5_acc: 0.6090, loss_cls: 2.9380, loss: 2.9380, grad_norm: 1.3159 2020-08-05 16:55:21,109 - mmaction - INFO - Epoch [107][900/940] lr: 2.533e-01, eta: 2 days, 19:54:39, time: 1.676, data_time: 0.008, memory: 9063, top1_acc: 0.3570, top5_acc: 0.6055, loss_cls: 2.9507, loss: 2.9507, grad_norm: 1.3263 2020-08-05 16:55:54,293 - mmaction - INFO - Epoch [107][920/940] lr: 2.533e-01, eta: 2 days, 19:54:00, time: 1.663, data_time: 0.007, memory: 9063, top1_acc: 0.3609, top5_acc: 0.6211, loss_cls: 2.9029, loss: 2.9029, grad_norm: 1.3232 2020-08-05 16:56:27,566 - mmaction - INFO - Epoch [107][940/940] lr: 2.533e-01, eta: 2 days, 19:53:20, time: 1.663, data_time: 0.007, memory: 9063, top1_acc: 0.3699, top5_acc: 0.6220, loss_cls: 2.8772, loss: 2.8772, grad_norm: 1.3437 2020-08-05 16:57:06,988 - mmaction - INFO - Epoch [108][20/940] lr: 2.510e-01, eta: 2 days, 19:52:57, time: 1.950, data_time: 0.452, memory: 9063, top1_acc: 0.3635, top5_acc: 0.6070, loss_cls: 2.9167, loss: 2.9167, grad_norm: 1.3327 2020-08-05 16:57:40,480 - mmaction - INFO - Epoch [108][40/940] lr: 2.510e-01, eta: 2 days, 19:52:18, time: 1.674, data_time: 0.005, memory: 9063, top1_acc: 0.3742, top5_acc: 0.6197, loss_cls: 2.8384, loss: 2.8384, grad_norm: 1.3197 2020-08-05 16:58:14,299 - mmaction - INFO - Epoch [108][60/940] lr: 2.510e-01, eta: 2 days, 19:51:40, time: 1.692, data_time: 0.004, memory: 9063, top1_acc: 0.3691, top5_acc: 0.6184, loss_cls: 2.8936, loss: 2.8936, grad_norm: 1.3480 2020-08-05 16:58:47,317 - mmaction - INFO - Epoch [108][80/940] lr: 2.510e-01, eta: 2 days, 19:51:00, time: 1.649, data_time: 0.005, memory: 9063, top1_acc: 0.3719, top5_acc: 0.6160, loss_cls: 2.8459, loss: 2.8459, grad_norm: 1.3254 2020-08-05 16:59:21,737 - mmaction - INFO - Epoch [108][100/940] lr: 2.510e-01, eta: 2 days, 19:50:24, time: 1.723, data_time: 0.007, memory: 9063, top1_acc: 0.3805, top5_acc: 0.6213, loss_cls: 2.8385, loss: 2.8385, grad_norm: 1.3193 2020-08-05 16:59:55,677 - mmaction - INFO - Epoch [108][120/940] lr: 2.510e-01, eta: 2 days, 19:49:46, time: 1.693, data_time: 0.005, memory: 9063, top1_acc: 0.3793, top5_acc: 0.6227, loss_cls: 2.8437, loss: 2.8437, grad_norm: 1.3503 2020-08-05 17:00:31,679 - mmaction - INFO - Epoch [108][140/940] lr: 2.510e-01, eta: 2 days, 19:49:14, time: 1.796, data_time: 0.007, memory: 9063, top1_acc: 0.3607, top5_acc: 0.6152, loss_cls: 2.8649, loss: 2.8649, grad_norm: 1.3441 2020-08-05 17:01:06,172 - mmaction - INFO - Epoch [108][160/940] lr: 2.510e-01, eta: 2 days, 19:48:38, time: 1.729, data_time: 0.017, memory: 9063, top1_acc: 0.3621, top5_acc: 0.6162, loss_cls: 2.8885, loss: 2.8885, grad_norm: 1.3574 2020-08-05 17:01:39,838 - mmaction - INFO - Epoch [108][180/940] lr: 2.510e-01, eta: 2 days, 19:48:00, time: 1.687, data_time: 0.006, memory: 9063, top1_acc: 0.3740, top5_acc: 0.6150, loss_cls: 2.8797, loss: 2.8797, grad_norm: 1.3071 2020-08-05 17:02:13,175 - mmaction - INFO - Epoch [108][200/940] lr: 2.510e-01, eta: 2 days, 19:47:21, time: 1.665, data_time: 0.005, memory: 9063, top1_acc: 0.3725, top5_acc: 0.6305, loss_cls: 2.8415, loss: 2.8415, grad_norm: 1.3453 2020-08-05 17:02:46,155 - mmaction - INFO - Epoch [108][220/940] lr: 2.510e-01, eta: 2 days, 19:46:41, time: 1.652, data_time: 0.006, memory: 9063, top1_acc: 0.3805, top5_acc: 0.6242, loss_cls: 2.8190, loss: 2.8190, grad_norm: 1.3088 2020-08-05 17:03:19,725 - mmaction - INFO - Epoch [108][240/940] lr: 2.510e-01, eta: 2 days, 19:46:03, time: 1.675, data_time: 0.006, memory: 9063, top1_acc: 0.3688, top5_acc: 0.6195, loss_cls: 2.8426, loss: 2.8426, grad_norm: 1.3416 2020-08-05 17:03:53,286 - mmaction - INFO - Epoch [108][260/940] lr: 2.510e-01, eta: 2 days, 19:45:24, time: 1.681, data_time: 0.006, memory: 9063, top1_acc: 0.3713, top5_acc: 0.6307, loss_cls: 2.8379, loss: 2.8379, grad_norm: 1.3356 2020-08-05 17:04:27,687 - mmaction - INFO - Epoch [108][280/940] lr: 2.510e-01, eta: 2 days, 19:44:48, time: 1.719, data_time: 0.005, memory: 9063, top1_acc: 0.3742, top5_acc: 0.6273, loss_cls: 2.8272, loss: 2.8272, grad_norm: 1.3404 2020-08-05 17:05:01,097 - mmaction - INFO - Epoch [108][300/940] lr: 2.510e-01, eta: 2 days, 19:44:09, time: 1.672, data_time: 0.005, memory: 9063, top1_acc: 0.3658, top5_acc: 0.6178, loss_cls: 2.8747, loss: 2.8747, grad_norm: 1.3534 2020-08-05 17:05:35,051 - mmaction - INFO - Epoch [108][320/940] lr: 2.510e-01, eta: 2 days, 19:43:32, time: 1.696, data_time: 0.006, memory: 9063, top1_acc: 0.3594, top5_acc: 0.6166, loss_cls: 2.9153, loss: 2.9153, grad_norm: 1.3403 2020-08-05 17:06:08,373 - mmaction - INFO - Epoch [108][340/940] lr: 2.510e-01, eta: 2 days, 19:42:53, time: 1.668, data_time: 0.006, memory: 9063, top1_acc: 0.3719, top5_acc: 0.6199, loss_cls: 2.8396, loss: 2.8396, grad_norm: 1.3237 2020-08-05 17:06:41,886 - mmaction - INFO - Epoch [108][360/940] lr: 2.510e-01, eta: 2 days, 19:42:14, time: 1.674, data_time: 0.004, memory: 9063, top1_acc: 0.3484, top5_acc: 0.6045, loss_cls: 2.9329, loss: 2.9329, grad_norm: 1.3673 2020-08-05 17:07:14,820 - mmaction - INFO - Epoch [108][380/940] lr: 2.510e-01, eta: 2 days, 19:41:34, time: 1.648, data_time: 0.006, memory: 9063, top1_acc: 0.3662, top5_acc: 0.6150, loss_cls: 2.8791, loss: 2.8791, grad_norm: 1.3390 2020-08-05 17:07:46,172 - mmaction - INFO - Epoch [108][400/940] lr: 2.510e-01, eta: 2 days, 19:40:49, time: 1.564, data_time: 0.006, memory: 9063, top1_acc: 0.3607, top5_acc: 0.6123, loss_cls: 2.8925, loss: 2.8925, grad_norm: 1.3438 2020-08-05 17:08:19,664 - mmaction - INFO - Epoch [108][420/940] lr: 2.510e-01, eta: 2 days, 19:40:11, time: 1.678, data_time: 0.009, memory: 9063, top1_acc: 0.3834, top5_acc: 0.6260, loss_cls: 2.8097, loss: 2.8097, grad_norm: 1.3277 2020-08-05 17:08:52,152 - mmaction - INFO - Epoch [108][440/940] lr: 2.510e-01, eta: 2 days, 19:39:29, time: 1.624, data_time: 0.002, memory: 9063, top1_acc: 0.3707, top5_acc: 0.6146, loss_cls: 2.8809, loss: 2.8809, grad_norm: 1.3520 2020-08-05 17:09:25,031 - mmaction - INFO - Epoch [108][460/940] lr: 2.510e-01, eta: 2 days, 19:38:49, time: 1.644, data_time: 0.002, memory: 9063, top1_acc: 0.3652, top5_acc: 0.6129, loss_cls: 2.8921, loss: 2.8921, grad_norm: 1.3445 2020-08-05 17:09:57,509 - mmaction - INFO - Epoch [108][480/940] lr: 2.510e-01, eta: 2 days, 19:38:08, time: 1.624, data_time: 0.002, memory: 9063, top1_acc: 0.3621, top5_acc: 0.6125, loss_cls: 2.8985, loss: 2.8985, grad_norm: 1.3484 2020-08-05 17:10:30,443 - mmaction - INFO - Epoch [108][500/940] lr: 2.510e-01, eta: 2 days, 19:37:28, time: 1.645, data_time: 0.005, memory: 9063, top1_acc: 0.3539, top5_acc: 0.6074, loss_cls: 2.9267, loss: 2.9267, grad_norm: 1.3325 2020-08-05 17:11:04,050 - mmaction - INFO - Epoch [108][520/940] lr: 2.510e-01, eta: 2 days, 19:36:49, time: 1.682, data_time: 0.004, memory: 9063, top1_acc: 0.3652, top5_acc: 0.6199, loss_cls: 2.8808, loss: 2.8808, grad_norm: 1.3181 2020-08-05 17:11:36,730 - mmaction - INFO - Epoch [108][540/940] lr: 2.510e-01, eta: 2 days, 19:36:09, time: 1.634, data_time: 0.005, memory: 9063, top1_acc: 0.3723, top5_acc: 0.6328, loss_cls: 2.8431, loss: 2.8431, grad_norm: 1.3449 2020-08-05 17:12:10,209 - mmaction - INFO - Epoch [108][560/940] lr: 2.510e-01, eta: 2 days, 19:35:30, time: 1.674, data_time: 0.003, memory: 9063, top1_acc: 0.3652, top5_acc: 0.6229, loss_cls: 2.8824, loss: 2.8824, grad_norm: 1.3227 2020-08-05 17:12:43,324 - mmaction - INFO - Epoch [108][580/940] lr: 2.510e-01, eta: 2 days, 19:34:50, time: 1.655, data_time: 0.005, memory: 9063, top1_acc: 0.3676, top5_acc: 0.6209, loss_cls: 2.8662, loss: 2.8662, grad_norm: 1.3430 2020-08-05 17:13:16,024 - mmaction - INFO - Epoch [108][600/940] lr: 2.510e-01, eta: 2 days, 19:34:10, time: 1.635, data_time: 0.005, memory: 9063, top1_acc: 0.3576, top5_acc: 0.6102, loss_cls: 2.9177, loss: 2.9177, grad_norm: 1.3318 2020-08-05 17:13:48,719 - mmaction - INFO - Epoch [108][620/940] lr: 2.510e-01, eta: 2 days, 19:33:29, time: 1.634, data_time: 0.007, memory: 9063, top1_acc: 0.3775, top5_acc: 0.6189, loss_cls: 2.8700, loss: 2.8700, grad_norm: 1.3175 2020-08-05 17:14:21,957 - mmaction - INFO - Epoch [108][640/940] lr: 2.510e-01, eta: 2 days, 19:32:50, time: 1.661, data_time: 0.005, memory: 9063, top1_acc: 0.3719, top5_acc: 0.6256, loss_cls: 2.8330, loss: 2.8330, grad_norm: 1.3321 2020-08-05 17:14:54,781 - mmaction - INFO - Epoch [108][660/940] lr: 2.510e-01, eta: 2 days, 19:32:09, time: 1.642, data_time: 0.006, memory: 9063, top1_acc: 0.3734, top5_acc: 0.6189, loss_cls: 2.8477, loss: 2.8477, grad_norm: 1.3489 2020-08-05 17:15:29,938 - mmaction - INFO - Epoch [108][680/940] lr: 2.510e-01, eta: 2 days, 19:31:35, time: 1.759, data_time: 0.021, memory: 9063, top1_acc: 0.3617, top5_acc: 0.6168, loss_cls: 2.8977, loss: 2.8977, grad_norm: 1.3390 2020-08-05 17:16:03,281 - mmaction - INFO - Epoch [108][700/940] lr: 2.510e-01, eta: 2 days, 19:30:56, time: 1.666, data_time: 0.002, memory: 9063, top1_acc: 0.3584, top5_acc: 0.6213, loss_cls: 2.8818, loss: 2.8818, grad_norm: 1.3284 2020-08-05 17:16:37,329 - mmaction - INFO - Epoch [108][720/940] lr: 2.510e-01, eta: 2 days, 19:30:19, time: 1.701, data_time: 0.005, memory: 9063, top1_acc: 0.3664, top5_acc: 0.6197, loss_cls: 2.8815, loss: 2.8815, grad_norm: 1.3264 2020-08-05 17:17:10,404 - mmaction - INFO - Epoch [108][740/940] lr: 2.510e-01, eta: 2 days, 19:29:39, time: 1.656, data_time: 0.007, memory: 9063, top1_acc: 0.3719, top5_acc: 0.6266, loss_cls: 2.8480, loss: 2.8480, grad_norm: 1.3321 2020-08-05 17:17:43,305 - mmaction - INFO - Epoch [108][760/940] lr: 2.510e-01, eta: 2 days, 19:28:59, time: 1.645, data_time: 0.005, memory: 9063, top1_acc: 0.3758, top5_acc: 0.6336, loss_cls: 2.8280, loss: 2.8280, grad_norm: 1.3462 2020-08-05 17:18:17,212 - mmaction - INFO - Epoch [108][780/940] lr: 2.510e-01, eta: 2 days, 19:28:22, time: 1.694, data_time: 0.003, memory: 9063, top1_acc: 0.3594, top5_acc: 0.6148, loss_cls: 2.8840, loss: 2.8840, grad_norm: 1.3118 2020-08-05 17:18:50,037 - mmaction - INFO - Epoch [108][800/940] lr: 2.510e-01, eta: 2 days, 19:27:41, time: 1.638, data_time: 0.006, memory: 9063, top1_acc: 0.3588, top5_acc: 0.6154, loss_cls: 2.9163, loss: 2.9163, grad_norm: 1.3516 2020-08-05 17:19:24,451 - mmaction - INFO - Epoch [108][820/940] lr: 2.510e-01, eta: 2 days, 19:27:05, time: 1.725, data_time: 0.006, memory: 9063, top1_acc: 0.3531, top5_acc: 0.6133, loss_cls: 2.9266, loss: 2.9266, grad_norm: 1.3321 2020-08-05 17:19:56,933 - mmaction - INFO - Epoch [108][840/940] lr: 2.510e-01, eta: 2 days, 19:26:24, time: 1.623, data_time: 0.004, memory: 9063, top1_acc: 0.3580, top5_acc: 0.6176, loss_cls: 2.9040, loss: 2.9040, grad_norm: 1.3110 2020-08-05 17:20:32,041 - mmaction - INFO - Epoch [108][860/940] lr: 2.510e-01, eta: 2 days, 19:25:50, time: 1.752, data_time: 0.005, memory: 9063, top1_acc: 0.3764, top5_acc: 0.6295, loss_cls: 2.8451, loss: 2.8451, grad_norm: 1.3669 2020-08-05 17:21:05,074 - mmaction - INFO - Epoch [108][880/940] lr: 2.510e-01, eta: 2 days, 19:25:10, time: 1.656, data_time: 0.010, memory: 9063, top1_acc: 0.3701, top5_acc: 0.6172, loss_cls: 2.8544, loss: 2.8544, grad_norm: 1.3355 2020-08-05 17:21:38,911 - mmaction - INFO - Epoch [108][900/940] lr: 2.510e-01, eta: 2 days, 19:24:32, time: 1.692, data_time: 0.003, memory: 9063, top1_acc: 0.3598, top5_acc: 0.6139, loss_cls: 2.8754, loss: 2.8754, grad_norm: 1.3440 2020-08-05 17:22:12,072 - mmaction - INFO - Epoch [108][920/940] lr: 2.510e-01, eta: 2 days, 19:23:53, time: 1.656, data_time: 0.005, memory: 9063, top1_acc: 0.3619, top5_acc: 0.6197, loss_cls: 2.8948, loss: 2.8948, grad_norm: 1.3252 2020-08-05 17:22:43,111 - mmaction - INFO - Epoch [108][940/940] lr: 2.510e-01, eta: 2 days, 19:23:08, time: 1.551, data_time: 0.009, memory: 9063, top1_acc: 0.3626, top5_acc: 0.6128, loss_cls: 2.9123, loss: 2.9123, grad_norm: 1.3474 2020-08-05 17:22:43,395 - mmaction - INFO - Saving checkpoint at 108 epochs 2020-08-05 17:23:23,883 - mmaction - INFO - Epoch [109][20/940] lr: 2.486e-01, eta: 2 days, 19:22:44, time: 1.948, data_time: 0.482, memory: 9063, top1_acc: 0.3713, top5_acc: 0.6160, loss_cls: 2.8686, loss: 2.8686, grad_norm: 1.3443 2020-08-05 17:23:55,439 - mmaction - INFO - Epoch [109][40/940] lr: 2.486e-01, eta: 2 days, 19:22:00, time: 1.582, data_time: 0.007, memory: 9063, top1_acc: 0.3781, top5_acc: 0.6305, loss_cls: 2.7902, loss: 2.7902, grad_norm: 1.3421 2020-08-05 17:24:28,748 - mmaction - INFO - Epoch [109][60/940] lr: 2.486e-01, eta: 2 days, 19:21:21, time: 1.664, data_time: 0.005, memory: 9063, top1_acc: 0.3686, top5_acc: 0.6234, loss_cls: 2.8350, loss: 2.8350, grad_norm: 1.3332 2020-08-05 17:25:03,081 - mmaction - INFO - Epoch [109][80/940] lr: 2.486e-01, eta: 2 days, 19:20:45, time: 1.718, data_time: 0.006, memory: 9063, top1_acc: 0.3666, top5_acc: 0.6207, loss_cls: 2.8581, loss: 2.8581, grad_norm: 1.3465 2020-08-05 17:25:36,173 - mmaction - INFO - Epoch [109][100/940] lr: 2.486e-01, eta: 2 days, 19:20:05, time: 1.655, data_time: 0.002, memory: 9063, top1_acc: 0.3676, top5_acc: 0.6232, loss_cls: 2.8688, loss: 2.8688, grad_norm: 1.3180 2020-08-05 17:26:10,461 - mmaction - INFO - Epoch [109][120/940] lr: 2.486e-01, eta: 2 days, 19:19:29, time: 1.713, data_time: 0.005, memory: 9063, top1_acc: 0.3814, top5_acc: 0.6293, loss_cls: 2.8138, loss: 2.8138, grad_norm: 1.3562 2020-08-05 17:26:43,797 - mmaction - INFO - Epoch [109][140/940] lr: 2.486e-01, eta: 2 days, 19:18:50, time: 1.668, data_time: 0.005, memory: 9063, top1_acc: 0.3666, top5_acc: 0.6201, loss_cls: 2.8877, loss: 2.8877, grad_norm: 1.3608 2020-08-05 17:27:16,064 - mmaction - INFO - Epoch [109][160/940] lr: 2.486e-01, eta: 2 days, 19:18:08, time: 1.609, data_time: 0.008, memory: 9063, top1_acc: 0.3740, top5_acc: 0.6229, loss_cls: 2.8511, loss: 2.8511, grad_norm: 1.3295 2020-08-05 17:27:49,771 - mmaction - INFO - Epoch [109][180/940] lr: 2.486e-01, eta: 2 days, 19:17:30, time: 1.690, data_time: 0.007, memory: 9063, top1_acc: 0.3699, top5_acc: 0.6256, loss_cls: 2.8381, loss: 2.8381, grad_norm: 1.3364 2020-08-05 17:28:23,898 - mmaction - INFO - Epoch [109][200/940] lr: 2.486e-01, eta: 2 days, 19:16:53, time: 1.703, data_time: 0.005, memory: 9063, top1_acc: 0.3756, top5_acc: 0.6213, loss_cls: 2.8424, loss: 2.8424, grad_norm: 1.3645 2020-08-05 17:28:57,381 - mmaction - INFO - Epoch [109][220/940] lr: 2.486e-01, eta: 2 days, 19:16:15, time: 1.677, data_time: 0.007, memory: 9063, top1_acc: 0.3762, top5_acc: 0.6297, loss_cls: 2.8205, loss: 2.8205, grad_norm: 1.3380 2020-08-05 17:29:31,231 - mmaction - INFO - Epoch [109][240/940] lr: 2.486e-01, eta: 2 days, 19:15:38, time: 1.693, data_time: 0.002, memory: 9063, top1_acc: 0.3766, top5_acc: 0.6389, loss_cls: 2.8028, loss: 2.8028, grad_norm: 1.3651 2020-08-05 17:30:05,200 - mmaction - INFO - Epoch [109][260/940] lr: 2.486e-01, eta: 2 days, 19:15:00, time: 1.698, data_time: 0.005, memory: 9063, top1_acc: 0.3633, top5_acc: 0.6135, loss_cls: 2.9030, loss: 2.9030, grad_norm: 1.3819 2020-08-05 17:30:38,874 - mmaction - INFO - Epoch [109][280/940] lr: 2.486e-01, eta: 2 days, 19:14:22, time: 1.685, data_time: 0.002, memory: 9063, top1_acc: 0.3738, top5_acc: 0.6281, loss_cls: 2.8528, loss: 2.8528, grad_norm: 1.3241 2020-08-05 17:31:11,491 - mmaction - INFO - Epoch [109][300/940] lr: 2.486e-01, eta: 2 days, 19:13:41, time: 1.625, data_time: 0.004, memory: 9063, top1_acc: 0.3582, top5_acc: 0.6229, loss_cls: 2.8843, loss: 2.8843, grad_norm: 1.3700 2020-08-05 17:31:44,963 - mmaction - INFO - Epoch [109][320/940] lr: 2.486e-01, eta: 2 days, 19:13:03, time: 1.676, data_time: 0.008, memory: 9063, top1_acc: 0.3715, top5_acc: 0.6305, loss_cls: 2.8432, loss: 2.8432, grad_norm: 1.3510 2020-08-05 17:32:18,554 - mmaction - INFO - Epoch [109][340/940] lr: 2.486e-01, eta: 2 days, 19:12:25, time: 1.682, data_time: 0.008, memory: 9063, top1_acc: 0.3605, top5_acc: 0.6117, loss_cls: 2.9522, loss: 2.9522, grad_norm: 1.3565 2020-08-05 17:32:52,291 - mmaction - INFO - Epoch [109][360/940] lr: 2.486e-01, eta: 2 days, 19:11:47, time: 1.686, data_time: 0.006, memory: 9063, top1_acc: 0.3594, top5_acc: 0.6221, loss_cls: 2.8785, loss: 2.8785, grad_norm: 1.3329 2020-08-05 17:33:27,458 - mmaction - INFO - Epoch [109][380/940] lr: 2.486e-01, eta: 2 days, 19:11:13, time: 1.760, data_time: 0.005, memory: 9063, top1_acc: 0.3713, top5_acc: 0.6223, loss_cls: 2.8758, loss: 2.8758, grad_norm: 1.3433 2020-08-05 17:33:59,554 - mmaction - INFO - Epoch [109][400/940] lr: 2.486e-01, eta: 2 days, 19:10:31, time: 1.601, data_time: 0.004, memory: 9063, top1_acc: 0.3631, top5_acc: 0.6076, loss_cls: 2.9185, loss: 2.9185, grad_norm: 1.3348 2020-08-05 17:34:33,618 - mmaction - INFO - Epoch [109][420/940] lr: 2.486e-01, eta: 2 days, 19:09:54, time: 1.708, data_time: 0.007, memory: 9063, top1_acc: 0.3600, top5_acc: 0.6143, loss_cls: 2.9317, loss: 2.9317, grad_norm: 1.3155 2020-08-05 17:35:08,109 - mmaction - INFO - Epoch [109][440/940] lr: 2.486e-01, eta: 2 days, 19:09:18, time: 1.724, data_time: 0.005, memory: 9063, top1_acc: 0.3600, top5_acc: 0.6279, loss_cls: 2.8600, loss: 2.8600, grad_norm: 1.3466 2020-08-05 17:35:41,236 - mmaction - INFO - Epoch [109][460/940] lr: 2.486e-01, eta: 2 days, 19:08:39, time: 1.656, data_time: 0.002, memory: 9063, top1_acc: 0.3660, top5_acc: 0.6043, loss_cls: 2.9141, loss: 2.9141, grad_norm: 1.3361 2020-08-05 17:36:14,293 - mmaction - INFO - Epoch [109][480/940] lr: 2.486e-01, eta: 2 days, 19:07:59, time: 1.653, data_time: 0.006, memory: 9063, top1_acc: 0.3760, top5_acc: 0.6193, loss_cls: 2.8720, loss: 2.8720, grad_norm: 1.3390 2020-08-05 17:36:47,655 - mmaction - INFO - Epoch [109][500/940] lr: 2.486e-01, eta: 2 days, 19:07:20, time: 1.669, data_time: 0.008, memory: 9063, top1_acc: 0.3691, top5_acc: 0.6209, loss_cls: 2.8973, loss: 2.8973, grad_norm: 1.3530 2020-08-05 17:37:21,153 - mmaction - INFO - Epoch [109][520/940] lr: 2.486e-01, eta: 2 days, 19:06:42, time: 1.672, data_time: 0.005, memory: 9063, top1_acc: 0.3658, top5_acc: 0.6059, loss_cls: 2.9162, loss: 2.9162, grad_norm: 1.3456 2020-08-05 17:37:54,440 - mmaction - INFO - Epoch [109][540/940] lr: 2.486e-01, eta: 2 days, 19:06:03, time: 1.665, data_time: 0.005, memory: 9063, top1_acc: 0.3631, top5_acc: 0.6115, loss_cls: 2.8981, loss: 2.8981, grad_norm: 1.3440 2020-08-05 17:38:27,894 - mmaction - INFO - Epoch [109][560/940] lr: 2.486e-01, eta: 2 days, 19:05:24, time: 1.674, data_time: 0.005, memory: 9063, top1_acc: 0.3572, top5_acc: 0.6102, loss_cls: 2.9162, loss: 2.9162, grad_norm: 1.2961 2020-08-05 17:39:01,552 - mmaction - INFO - Epoch [109][580/940] lr: 2.486e-01, eta: 2 days, 19:04:46, time: 1.681, data_time: 0.005, memory: 9063, top1_acc: 0.3688, top5_acc: 0.6117, loss_cls: 2.9060, loss: 2.9060, grad_norm: 1.3447 2020-08-05 17:39:34,744 - mmaction - INFO - Epoch [109][600/940] lr: 2.486e-01, eta: 2 days, 19:04:07, time: 1.662, data_time: 0.006, memory: 9063, top1_acc: 0.3611, top5_acc: 0.6230, loss_cls: 2.8555, loss: 2.8555, grad_norm: 1.3461 2020-08-05 17:40:07,645 - mmaction - INFO - Epoch [109][620/940] lr: 2.486e-01, eta: 2 days, 19:03:27, time: 1.644, data_time: 0.002, memory: 9063, top1_acc: 0.3779, top5_acc: 0.6291, loss_cls: 2.8377, loss: 2.8377, grad_norm: 1.3082 2020-08-05 17:40:41,608 - mmaction - INFO - Epoch [109][640/940] lr: 2.486e-01, eta: 2 days, 19:02:50, time: 1.695, data_time: 0.002, memory: 9063, top1_acc: 0.3723, top5_acc: 0.6119, loss_cls: 2.8895, loss: 2.8895, grad_norm: 1.3520 2020-08-05 17:41:15,859 - mmaction - INFO - Epoch [109][660/940] lr: 2.486e-01, eta: 2 days, 19:02:13, time: 1.715, data_time: 0.010, memory: 9063, top1_acc: 0.3807, top5_acc: 0.6342, loss_cls: 2.7927, loss: 2.7927, grad_norm: 1.3371 2020-08-05 17:41:49,602 - mmaction - INFO - Epoch [109][680/940] lr: 2.486e-01, eta: 2 days, 19:01:36, time: 1.688, data_time: 0.005, memory: 9063, top1_acc: 0.3664, top5_acc: 0.6182, loss_cls: 2.8713, loss: 2.8713, grad_norm: 1.3637 2020-08-05 17:42:21,764 - mmaction - INFO - Epoch [109][700/940] lr: 2.486e-01, eta: 2 days, 19:00:54, time: 1.607, data_time: 0.007, memory: 9063, top1_acc: 0.3496, top5_acc: 0.6064, loss_cls: 2.9630, loss: 2.9630, grad_norm: 1.3721 2020-08-05 17:42:54,739 - mmaction - INFO - Epoch [109][720/940] lr: 2.486e-01, eta: 2 days, 19:00:14, time: 1.650, data_time: 0.006, memory: 9063, top1_acc: 0.3773, top5_acc: 0.6275, loss_cls: 2.8323, loss: 2.8323, grad_norm: 1.3245 2020-08-05 17:43:27,805 - mmaction - INFO - Epoch [109][740/940] lr: 2.486e-01, eta: 2 days, 18:59:35, time: 1.652, data_time: 0.005, memory: 9063, top1_acc: 0.3758, top5_acc: 0.6215, loss_cls: 2.8431, loss: 2.8431, grad_norm: 1.3665 2020-08-05 17:44:03,181 - mmaction - INFO - Epoch [109][760/940] lr: 2.486e-01, eta: 2 days, 18:59:01, time: 1.769, data_time: 0.006, memory: 9063, top1_acc: 0.3619, top5_acc: 0.6215, loss_cls: 2.8702, loss: 2.8702, grad_norm: 1.3408 2020-08-05 17:44:36,602 - mmaction - INFO - Epoch [109][780/940] lr: 2.486e-01, eta: 2 days, 18:58:22, time: 1.668, data_time: 0.007, memory: 9063, top1_acc: 0.3617, top5_acc: 0.6219, loss_cls: 2.9001, loss: 2.9001, grad_norm: 1.3298 2020-08-05 17:45:09,652 - mmaction - INFO - Epoch [109][800/940] lr: 2.486e-01, eta: 2 days, 18:57:43, time: 1.657, data_time: 0.007, memory: 9063, top1_acc: 0.3691, top5_acc: 0.6297, loss_cls: 2.8234, loss: 2.8234, grad_norm: 1.3139 2020-08-05 17:45:42,715 - mmaction - INFO - Epoch [109][820/940] lr: 2.486e-01, eta: 2 days, 18:57:03, time: 1.653, data_time: 0.002, memory: 9063, top1_acc: 0.3736, top5_acc: 0.6170, loss_cls: 2.8687, loss: 2.8687, grad_norm: 1.3826 2020-08-05 17:46:15,390 - mmaction - INFO - Epoch [109][840/940] lr: 2.486e-01, eta: 2 days, 18:56:23, time: 1.632, data_time: 0.006, memory: 9063, top1_acc: 0.3621, top5_acc: 0.6152, loss_cls: 2.8944, loss: 2.8944, grad_norm: 1.3392 2020-08-05 17:46:49,007 - mmaction - INFO - Epoch [109][860/940] lr: 2.486e-01, eta: 2 days, 18:55:45, time: 1.683, data_time: 0.005, memory: 9063, top1_acc: 0.3670, top5_acc: 0.6246, loss_cls: 2.8421, loss: 2.8421, grad_norm: 1.3517 2020-08-05 17:47:23,482 - mmaction - INFO - Epoch [109][880/940] lr: 2.486e-01, eta: 2 days, 18:55:09, time: 1.721, data_time: 0.005, memory: 9063, top1_acc: 0.3736, top5_acc: 0.6133, loss_cls: 2.8823, loss: 2.8823, grad_norm: 1.3331 2020-08-05 17:47:57,239 - mmaction - INFO - Epoch [109][900/940] lr: 2.486e-01, eta: 2 days, 18:54:31, time: 1.686, data_time: 0.008, memory: 9063, top1_acc: 0.3637, top5_acc: 0.6238, loss_cls: 2.8699, loss: 2.8699, grad_norm: 1.3525 2020-08-05 17:48:30,573 - mmaction - INFO - Epoch [109][920/940] lr: 2.486e-01, eta: 2 days, 18:53:53, time: 1.670, data_time: 0.007, memory: 9063, top1_acc: 0.3705, top5_acc: 0.6277, loss_cls: 2.8332, loss: 2.8332, grad_norm: 1.3379 2020-08-05 17:49:01,946 - mmaction - INFO - Epoch [109][940/940] lr: 2.486e-01, eta: 2 days, 18:53:09, time: 1.567, data_time: 0.005, memory: 9063, top1_acc: 0.3600, top5_acc: 0.6120, loss_cls: 2.9152, loss: 2.9152, grad_norm: 1.3407 2020-08-05 17:49:41,938 - mmaction - INFO - Epoch [110][20/940] lr: 2.462e-01, eta: 2 days, 18:52:46, time: 1.981, data_time: 0.398, memory: 9063, top1_acc: 0.3793, top5_acc: 0.6289, loss_cls: 2.8296, loss: 2.8296, grad_norm: 1.3421 2020-08-05 17:50:14,251 - mmaction - INFO - Epoch [110][40/940] lr: 2.462e-01, eta: 2 days, 18:52:05, time: 1.613, data_time: 0.006, memory: 9063, top1_acc: 0.3670, top5_acc: 0.6256, loss_cls: 2.8488, loss: 2.8488, grad_norm: 1.3520 2020-08-05 17:50:46,350 - mmaction - INFO - Epoch [110][60/940] lr: 2.462e-01, eta: 2 days, 18:51:23, time: 1.608, data_time: 0.007, memory: 9063, top1_acc: 0.3752, top5_acc: 0.6324, loss_cls: 2.8420, loss: 2.8420, grad_norm: 1.3552 2020-08-05 17:51:20,732 - mmaction - INFO - Epoch [110][80/940] lr: 2.462e-01, eta: 2 days, 18:50:47, time: 1.720, data_time: 0.006, memory: 9063, top1_acc: 0.3779, top5_acc: 0.6305, loss_cls: 2.8431, loss: 2.8431, grad_norm: 1.3472 2020-08-05 17:51:54,848 - mmaction - INFO - Epoch [110][100/940] lr: 2.462e-01, eta: 2 days, 18:50:10, time: 1.704, data_time: 0.005, memory: 9063, top1_acc: 0.3615, top5_acc: 0.6201, loss_cls: 2.8518, loss: 2.8518, grad_norm: 1.3346 2020-08-05 17:52:27,820 - mmaction - INFO - Epoch [110][120/940] lr: 2.462e-01, eta: 2 days, 18:49:30, time: 1.650, data_time: 0.007, memory: 9063, top1_acc: 0.3668, top5_acc: 0.6252, loss_cls: 2.8510, loss: 2.8510, grad_norm: 1.3568 2020-08-05 17:53:00,036 - mmaction - INFO - Epoch [110][140/940] lr: 2.462e-01, eta: 2 days, 18:48:49, time: 1.611, data_time: 0.002, memory: 9063, top1_acc: 0.3633, top5_acc: 0.6203, loss_cls: 2.9001, loss: 2.9001, grad_norm: 1.3509 2020-08-05 17:53:33,128 - mmaction - INFO - Epoch [110][160/940] lr: 2.462e-01, eta: 2 days, 18:48:09, time: 1.651, data_time: 0.007, memory: 9063, top1_acc: 0.3727, top5_acc: 0.6199, loss_cls: 2.8095, loss: 2.8095, grad_norm: 1.3260 2020-08-05 17:54:07,728 - mmaction - INFO - Epoch [110][180/940] lr: 2.462e-01, eta: 2 days, 18:47:34, time: 1.731, data_time: 0.007, memory: 9063, top1_acc: 0.3742, top5_acc: 0.6305, loss_cls: 2.8542, loss: 2.8542, grad_norm: 1.3382 2020-08-05 17:54:40,115 - mmaction - INFO - Epoch [110][200/940] lr: 2.462e-01, eta: 2 days, 18:46:52, time: 1.616, data_time: 0.006, memory: 9063, top1_acc: 0.3707, top5_acc: 0.6164, loss_cls: 2.8730, loss: 2.8730, grad_norm: 1.3460 2020-08-05 17:55:14,129 - mmaction - INFO - Epoch [110][220/940] lr: 2.462e-01, eta: 2 days, 18:46:16, time: 1.702, data_time: 0.011, memory: 9063, top1_acc: 0.3736, top5_acc: 0.6260, loss_cls: 2.8165, loss: 2.8165, grad_norm: 1.3125 2020-08-05 17:55:47,716 - mmaction - INFO - Epoch [110][240/940] lr: 2.462e-01, eta: 2 days, 18:45:38, time: 1.684, data_time: 0.007, memory: 9063, top1_acc: 0.3746, top5_acc: 0.6314, loss_cls: 2.8398, loss: 2.8398, grad_norm: 1.3443 2020-08-05 17:56:20,100 - mmaction - INFO - Epoch [110][260/940] lr: 2.462e-01, eta: 2 days, 18:44:57, time: 1.620, data_time: 0.006, memory: 9063, top1_acc: 0.3896, top5_acc: 0.6412, loss_cls: 2.7838, loss: 2.7838, grad_norm: 1.3467 2020-08-05 17:56:53,490 - mmaction - INFO - Epoch [110][280/940] lr: 2.462e-01, eta: 2 days, 18:44:18, time: 1.669, data_time: 0.002, memory: 9063, top1_acc: 0.3750, top5_acc: 0.6191, loss_cls: 2.8746, loss: 2.8746, grad_norm: 1.3551 2020-08-05 17:57:26,111 - mmaction - INFO - Epoch [110][300/940] lr: 2.462e-01, eta: 2 days, 18:43:37, time: 1.629, data_time: 0.005, memory: 9063, top1_acc: 0.3670, top5_acc: 0.6150, loss_cls: 2.8881, loss: 2.8881, grad_norm: 1.3458 2020-08-05 17:57:59,365 - mmaction - INFO - Epoch [110][320/940] lr: 2.462e-01, eta: 2 days, 18:42:59, time: 1.664, data_time: 0.006, memory: 9063, top1_acc: 0.3613, top5_acc: 0.6127, loss_cls: 2.8901, loss: 2.8901, grad_norm: 1.3604 2020-08-05 17:58:31,935 - mmaction - INFO - Epoch [110][340/940] lr: 2.462e-01, eta: 2 days, 18:42:18, time: 1.628, data_time: 0.008, memory: 9063, top1_acc: 0.3672, top5_acc: 0.6129, loss_cls: 2.8887, loss: 2.8887, grad_norm: 1.3621 2020-08-05 17:59:05,576 - mmaction - INFO - Epoch [110][360/940] lr: 2.462e-01, eta: 2 days, 18:41:40, time: 1.677, data_time: 0.005, memory: 9063, top1_acc: 0.3572, top5_acc: 0.6199, loss_cls: 2.8977, loss: 2.8977, grad_norm: 1.3310 2020-08-05 17:59:40,695 - mmaction - INFO - Epoch [110][380/940] lr: 2.462e-01, eta: 2 days, 18:41:06, time: 1.762, data_time: 0.008, memory: 9063, top1_acc: 0.3664, top5_acc: 0.6285, loss_cls: 2.8592, loss: 2.8592, grad_norm: 1.3283 2020-08-05 18:00:17,301 - mmaction - INFO - Epoch [110][400/940] lr: 2.462e-01, eta: 2 days, 18:40:35, time: 1.821, data_time: 0.007, memory: 9063, top1_acc: 0.3717, top5_acc: 0.6225, loss_cls: 2.8562, loss: 2.8562, grad_norm: 1.3658 2020-08-05 18:00:49,011 - mmaction - INFO - Epoch [110][420/940] lr: 2.462e-01, eta: 2 days, 18:39:53, time: 1.595, data_time: 0.030, memory: 9063, top1_acc: 0.3750, top5_acc: 0.6199, loss_cls: 2.8528, loss: 2.8528, grad_norm: 1.3344 2020-08-05 18:01:22,340 - mmaction - INFO - Epoch [110][440/940] lr: 2.462e-01, eta: 2 days, 18:39:14, time: 1.665, data_time: 0.008, memory: 9063, top1_acc: 0.3631, top5_acc: 0.6146, loss_cls: 2.8725, loss: 2.8725, grad_norm: 1.3540 2020-08-05 18:01:56,736 - mmaction - INFO - Epoch [110][460/940] lr: 2.462e-01, eta: 2 days, 18:38:38, time: 1.721, data_time: 0.007, memory: 9063, top1_acc: 0.3596, top5_acc: 0.6172, loss_cls: 2.8925, loss: 2.8925, grad_norm: 1.3379 2020-08-05 18:02:29,899 - mmaction - INFO - Epoch [110][480/940] lr: 2.462e-01, eta: 2 days, 18:37:59, time: 1.657, data_time: 0.005, memory: 9063, top1_acc: 0.3791, top5_acc: 0.6256, loss_cls: 2.8345, loss: 2.8345, grad_norm: 1.3411 2020-08-05 18:03:03,818 - mmaction - INFO - Epoch [110][500/940] lr: 2.462e-01, eta: 2 days, 18:37:22, time: 1.695, data_time: 0.005, memory: 9063, top1_acc: 0.3648, top5_acc: 0.6240, loss_cls: 2.8652, loss: 2.8652, grad_norm: 1.3581 2020-08-05 18:03:36,549 - mmaction - INFO - Epoch [110][520/940] lr: 2.462e-01, eta: 2 days, 18:36:41, time: 1.639, data_time: 0.006, memory: 9063, top1_acc: 0.3727, top5_acc: 0.6162, loss_cls: 2.8727, loss: 2.8727, grad_norm: 1.3418 2020-08-05 18:04:07,363 - mmaction - INFO - Epoch [110][540/940] lr: 2.462e-01, eta: 2 days, 18:35:56, time: 1.538, data_time: 0.006, memory: 9063, top1_acc: 0.3771, top5_acc: 0.6205, loss_cls: 2.8712, loss: 2.8712, grad_norm: 1.3417 2020-08-05 18:04:40,158 - mmaction - INFO - Epoch [110][560/940] lr: 2.462e-01, eta: 2 days, 18:35:16, time: 1.641, data_time: 0.006, memory: 9063, top1_acc: 0.3564, top5_acc: 0.6055, loss_cls: 2.9164, loss: 2.9164, grad_norm: 1.3211 2020-08-05 18:05:14,416 - mmaction - INFO - Epoch [110][580/940] lr: 2.462e-01, eta: 2 days, 18:34:40, time: 1.709, data_time: 0.007, memory: 9063, top1_acc: 0.3744, top5_acc: 0.6209, loss_cls: 2.8536, loss: 2.8536, grad_norm: 1.3443 2020-08-05 18:05:49,080 - mmaction - INFO - Epoch [110][600/940] lr: 2.462e-01, eta: 2 days, 18:34:05, time: 1.735, data_time: 0.007, memory: 9063, top1_acc: 0.3742, top5_acc: 0.6270, loss_cls: 2.8536, loss: 2.8536, grad_norm: 1.3549 2020-08-05 18:06:20,316 - mmaction - INFO - Epoch [110][620/940] lr: 2.462e-01, eta: 2 days, 18:33:21, time: 1.562, data_time: 0.009, memory: 9063, top1_acc: 0.3746, top5_acc: 0.6307, loss_cls: 2.8156, loss: 2.8156, grad_norm: 1.3432 2020-08-05 18:06:54,767 - mmaction - INFO - Epoch [110][640/940] lr: 2.462e-01, eta: 2 days, 18:32:45, time: 1.724, data_time: 0.005, memory: 9063, top1_acc: 0.3676, top5_acc: 0.6244, loss_cls: 2.8447, loss: 2.8447, grad_norm: 1.3451 2020-08-05 18:07:27,716 - mmaction - INFO - Epoch [110][660/940] lr: 2.462e-01, eta: 2 days, 18:32:05, time: 1.644, data_time: 0.007, memory: 9063, top1_acc: 0.3693, top5_acc: 0.6195, loss_cls: 2.8921, loss: 2.8921, grad_norm: 1.3457 2020-08-05 18:08:02,027 - mmaction - INFO - Epoch [110][680/940] lr: 2.462e-01, eta: 2 days, 18:31:29, time: 1.719, data_time: 0.007, memory: 9063, top1_acc: 0.3744, top5_acc: 0.6270, loss_cls: 2.8426, loss: 2.8426, grad_norm: 1.3449 2020-08-05 18:08:36,007 - mmaction - INFO - Epoch [110][700/940] lr: 2.462e-01, eta: 2 days, 18:30:52, time: 1.697, data_time: 0.008, memory: 9063, top1_acc: 0.3637, top5_acc: 0.6186, loss_cls: 2.8743, loss: 2.8743, grad_norm: 1.3394 2020-08-05 18:09:09,203 - mmaction - INFO - Epoch [110][720/940] lr: 2.462e-01, eta: 2 days, 18:30:13, time: 1.657, data_time: 0.006, memory: 9063, top1_acc: 0.3639, top5_acc: 0.6131, loss_cls: 2.9082, loss: 2.9082, grad_norm: 1.3234 2020-08-05 18:09:42,046 - mmaction - INFO - Epoch [110][740/940] lr: 2.462e-01, eta: 2 days, 18:29:33, time: 1.647, data_time: 0.007, memory: 9063, top1_acc: 0.3629, top5_acc: 0.6182, loss_cls: 2.8705, loss: 2.8705, grad_norm: 1.3287 2020-08-05 18:10:15,874 - mmaction - INFO - Epoch [110][760/940] lr: 2.462e-01, eta: 2 days, 18:28:56, time: 1.689, data_time: 0.005, memory: 9063, top1_acc: 0.3678, top5_acc: 0.6312, loss_cls: 2.8441, loss: 2.8441, grad_norm: 1.3550 2020-08-05 18:10:48,327 - mmaction - INFO - Epoch [110][780/940] lr: 2.462e-01, eta: 2 days, 18:28:15, time: 1.626, data_time: 0.007, memory: 9063, top1_acc: 0.3738, top5_acc: 0.6314, loss_cls: 2.8350, loss: 2.8350, grad_norm: 1.3459 2020-08-05 18:11:21,338 - mmaction - INFO - Epoch [110][800/940] lr: 2.462e-01, eta: 2 days, 18:27:36, time: 1.647, data_time: 0.008, memory: 9063, top1_acc: 0.3902, top5_acc: 0.6281, loss_cls: 2.8334, loss: 2.8334, grad_norm: 1.3230 2020-08-05 18:11:55,927 - mmaction - INFO - Epoch [110][820/940] lr: 2.462e-01, eta: 2 days, 18:27:00, time: 1.733, data_time: 0.007, memory: 9063, top1_acc: 0.3605, top5_acc: 0.6127, loss_cls: 2.9117, loss: 2.9117, grad_norm: 1.3428 2020-08-05 18:12:29,119 - mmaction - INFO - Epoch [110][840/940] lr: 2.462e-01, eta: 2 days, 18:26:21, time: 1.654, data_time: 0.007, memory: 9063, top1_acc: 0.3793, top5_acc: 0.6234, loss_cls: 2.8203, loss: 2.8203, grad_norm: 1.3263 2020-08-05 18:13:02,892 - mmaction - INFO - Epoch [110][860/940] lr: 2.462e-01, eta: 2 days, 18:25:44, time: 1.694, data_time: 0.008, memory: 9063, top1_acc: 0.3617, top5_acc: 0.6168, loss_cls: 2.8895, loss: 2.8895, grad_norm: 1.3413 2020-08-05 18:13:36,084 - mmaction - INFO - Epoch [110][880/940] lr: 2.462e-01, eta: 2 days, 18:25:05, time: 1.660, data_time: 0.007, memory: 9063, top1_acc: 0.3734, top5_acc: 0.6219, loss_cls: 2.8433, loss: 2.8433, grad_norm: 1.3628 2020-08-05 18:14:09,558 - mmaction - INFO - Epoch [110][900/940] lr: 2.462e-01, eta: 2 days, 18:24:27, time: 1.674, data_time: 0.004, memory: 9063, top1_acc: 0.3584, top5_acc: 0.6098, loss_cls: 2.9327, loss: 2.9327, grad_norm: 1.3912 2020-08-05 18:14:43,771 - mmaction - INFO - Epoch [110][920/940] lr: 2.462e-01, eta: 2 days, 18:23:50, time: 1.709, data_time: 0.007, memory: 9063, top1_acc: 0.3697, top5_acc: 0.6119, loss_cls: 2.8928, loss: 2.8928, grad_norm: 1.3760 2020-08-05 18:15:16,101 - mmaction - INFO - Epoch [110][940/940] lr: 2.462e-01, eta: 2 days, 18:23:09, time: 1.616, data_time: 0.006, memory: 9063, top1_acc: 0.3653, top5_acc: 0.6291, loss_cls: 2.8551, loss: 2.8551, grad_norm: 1.3490 2020-08-05 18:16:05,326 - mmaction - INFO - Epoch [111][20/940] lr: 2.438e-01, eta: 2 days, 18:23:09, time: 2.436, data_time: 0.580, memory: 9063, top1_acc: 0.3766, top5_acc: 0.6299, loss_cls: 2.8109, loss: 2.8109, grad_norm: 1.3579 2020-08-05 18:16:37,642 - mmaction - INFO - Epoch [111][40/940] lr: 2.438e-01, eta: 2 days, 18:22:28, time: 1.617, data_time: 0.007, memory: 9063, top1_acc: 0.3609, top5_acc: 0.6164, loss_cls: 2.8722, loss: 2.8722, grad_norm: 1.3371 2020-08-05 18:17:11,769 - mmaction - INFO - Epoch [111][60/940] lr: 2.438e-01, eta: 2 days, 18:21:51, time: 1.705, data_time: 0.008, memory: 9063, top1_acc: 0.3705, top5_acc: 0.6262, loss_cls: 2.8414, loss: 2.8414, grad_norm: 1.3413 2020-08-05 18:17:44,540 - mmaction - INFO - Epoch [111][80/940] lr: 2.438e-01, eta: 2 days, 18:21:11, time: 1.641, data_time: 0.006, memory: 9063, top1_acc: 0.3730, top5_acc: 0.6211, loss_cls: 2.8331, loss: 2.8331, grad_norm: 1.3554 2020-08-05 18:18:17,991 - mmaction - INFO - Epoch [111][100/940] lr: 2.438e-01, eta: 2 days, 18:20:33, time: 1.671, data_time: 0.007, memory: 9063, top1_acc: 0.3615, top5_acc: 0.6170, loss_cls: 2.8804, loss: 2.8804, grad_norm: 1.3749 2020-08-05 18:18:50,550 - mmaction - INFO - Epoch [111][120/940] lr: 2.438e-01, eta: 2 days, 18:19:52, time: 1.626, data_time: 0.006, memory: 9063, top1_acc: 0.3705, top5_acc: 0.6254, loss_cls: 2.8420, loss: 2.8420, grad_norm: 1.3598 2020-08-05 18:19:23,990 - mmaction - INFO - Epoch [111][140/940] lr: 2.438e-01, eta: 2 days, 18:19:14, time: 1.676, data_time: 0.005, memory: 9063, top1_acc: 0.3643, top5_acc: 0.6230, loss_cls: 2.8569, loss: 2.8569, grad_norm: 1.3566 2020-08-05 18:19:59,697 - mmaction - INFO - Epoch [111][160/940] lr: 2.438e-01, eta: 2 days, 18:18:42, time: 1.783, data_time: 0.006, memory: 9063, top1_acc: 0.3807, top5_acc: 0.6225, loss_cls: 2.8079, loss: 2.8079, grad_norm: 1.3514 2020-08-05 18:20:33,940 - mmaction - INFO - Epoch [111][180/940] lr: 2.438e-01, eta: 2 days, 18:18:05, time: 1.714, data_time: 0.005, memory: 9063, top1_acc: 0.3668, top5_acc: 0.6150, loss_cls: 2.8695, loss: 2.8695, grad_norm: 1.3622 2020-08-05 18:21:07,848 - mmaction - INFO - Epoch [111][200/940] lr: 2.438e-01, eta: 2 days, 18:17:28, time: 1.691, data_time: 0.005, memory: 9063, top1_acc: 0.3809, top5_acc: 0.6381, loss_cls: 2.7992, loss: 2.7992, grad_norm: 1.3247 2020-08-05 18:21:40,924 - mmaction - INFO - Epoch [111][220/940] lr: 2.438e-01, eta: 2 days, 18:16:49, time: 1.658, data_time: 0.007, memory: 9063, top1_acc: 0.3770, top5_acc: 0.6311, loss_cls: 2.7967, loss: 2.7967, grad_norm: 1.3518 2020-08-05 18:22:15,402 - mmaction - INFO - Epoch [111][240/940] lr: 2.438e-01, eta: 2 days, 18:16:13, time: 1.723, data_time: 0.005, memory: 9063, top1_acc: 0.3752, top5_acc: 0.6301, loss_cls: 2.8307, loss: 2.8307, grad_norm: 1.3863 2020-08-05 18:22:48,654 - mmaction - INFO - Epoch [111][260/940] lr: 2.438e-01, eta: 2 days, 18:15:34, time: 1.662, data_time: 0.007, memory: 9063, top1_acc: 0.3725, top5_acc: 0.6268, loss_cls: 2.8522, loss: 2.8522, grad_norm: 1.3369 2020-08-05 18:23:22,054 - mmaction - INFO - Epoch [111][280/940] lr: 2.438e-01, eta: 2 days, 18:14:56, time: 1.670, data_time: 0.007, memory: 9063, top1_acc: 0.3766, top5_acc: 0.6381, loss_cls: 2.8038, loss: 2.8038, grad_norm: 1.3437 2020-08-05 18:23:56,657 - mmaction - INFO - Epoch [111][300/940] lr: 2.438e-01, eta: 2 days, 18:14:21, time: 1.731, data_time: 0.008, memory: 9063, top1_acc: 0.3754, top5_acc: 0.6229, loss_cls: 2.8545, loss: 2.8545, grad_norm: 1.3435 2020-08-05 18:24:30,388 - mmaction - INFO - Epoch [111][320/940] lr: 2.438e-01, eta: 2 days, 18:13:43, time: 1.688, data_time: 0.006, memory: 9063, top1_acc: 0.3764, top5_acc: 0.6273, loss_cls: 2.8284, loss: 2.8284, grad_norm: 1.3685 2020-08-05 18:25:04,847 - mmaction - INFO - Epoch [111][340/940] lr: 2.438e-01, eta: 2 days, 18:13:07, time: 1.722, data_time: 0.005, memory: 9063, top1_acc: 0.3787, top5_acc: 0.6316, loss_cls: 2.8142, loss: 2.8142, grad_norm: 1.3486 2020-08-05 18:25:39,128 - mmaction - INFO - Epoch [111][360/940] lr: 2.438e-01, eta: 2 days, 18:12:31, time: 1.715, data_time: 0.005, memory: 9063, top1_acc: 0.3678, top5_acc: 0.6146, loss_cls: 2.9134, loss: 2.9134, grad_norm: 1.3468 2020-08-05 18:26:12,195 - mmaction - INFO - Epoch [111][380/940] lr: 2.438e-01, eta: 2 days, 18:11:52, time: 1.653, data_time: 0.005, memory: 9063, top1_acc: 0.3801, top5_acc: 0.6270, loss_cls: 2.8067, loss: 2.8067, grad_norm: 1.3451 2020-08-05 18:26:46,457 - mmaction - INFO - Epoch [111][400/940] lr: 2.438e-01, eta: 2 days, 18:11:16, time: 1.714, data_time: 0.005, memory: 9063, top1_acc: 0.3662, top5_acc: 0.6189, loss_cls: 2.8931, loss: 2.8931, grad_norm: 1.3823 2020-08-05 18:27:19,104 - mmaction - INFO - Epoch [111][420/940] lr: 2.438e-01, eta: 2 days, 18:10:35, time: 1.630, data_time: 0.004, memory: 9063, top1_acc: 0.3617, top5_acc: 0.6180, loss_cls: 2.9007, loss: 2.9007, grad_norm: 1.3476 2020-08-05 18:27:55,042 - mmaction - INFO - Epoch [111][440/940] lr: 2.438e-01, eta: 2 days, 18:10:03, time: 1.798, data_time: 0.006, memory: 9063, top1_acc: 0.3705, top5_acc: 0.6242, loss_cls: 2.8544, loss: 2.8544, grad_norm: 1.3708 2020-08-05 18:28:29,332 - mmaction - INFO - Epoch [111][460/940] lr: 2.438e-01, eta: 2 days, 18:09:27, time: 1.713, data_time: 0.008, memory: 9063, top1_acc: 0.3570, top5_acc: 0.6199, loss_cls: 2.8794, loss: 2.8794, grad_norm: 1.3407 2020-08-05 18:29:04,939 - mmaction - INFO - Epoch [111][480/940] lr: 2.438e-01, eta: 2 days, 18:08:54, time: 1.777, data_time: 0.005, memory: 9063, top1_acc: 0.3799, top5_acc: 0.6352, loss_cls: 2.7907, loss: 2.7907, grad_norm: 1.3395 2020-08-05 18:29:37,511 - mmaction - INFO - Epoch [111][500/940] lr: 2.438e-01, eta: 2 days, 18:08:14, time: 1.633, data_time: 0.006, memory: 9063, top1_acc: 0.3846, top5_acc: 0.6307, loss_cls: 2.8121, loss: 2.8121, grad_norm: 1.3613 2020-08-05 18:30:10,889 - mmaction - INFO - Epoch [111][520/940] lr: 2.438e-01, eta: 2 days, 18:07:36, time: 1.669, data_time: 0.005, memory: 9063, top1_acc: 0.3709, top5_acc: 0.6248, loss_cls: 2.8743, loss: 2.8743, grad_norm: 1.3532 2020-08-05 18:30:45,294 - mmaction - INFO - Epoch [111][540/940] lr: 2.438e-01, eta: 2 days, 18:07:00, time: 1.721, data_time: 0.003, memory: 9063, top1_acc: 0.3662, top5_acc: 0.6238, loss_cls: 2.8660, loss: 2.8660, grad_norm: 1.3611 2020-08-05 18:31:20,259 - mmaction - INFO - Epoch [111][560/940] lr: 2.438e-01, eta: 2 days, 18:06:25, time: 1.747, data_time: 0.005, memory: 9063, top1_acc: 0.3547, top5_acc: 0.6086, loss_cls: 2.9259, loss: 2.9259, grad_norm: 1.3527 2020-08-05 18:31:54,712 - mmaction - INFO - Epoch [111][580/940] lr: 2.438e-01, eta: 2 days, 18:05:49, time: 1.724, data_time: 0.006, memory: 9063, top1_acc: 0.3785, top5_acc: 0.6314, loss_cls: 2.8324, loss: 2.8324, grad_norm: 1.3259 2020-08-05 18:32:28,362 - mmaction - INFO - Epoch [111][600/940] lr: 2.438e-01, eta: 2 days, 18:05:12, time: 1.680, data_time: 0.004, memory: 9063, top1_acc: 0.3717, top5_acc: 0.6225, loss_cls: 2.8575, loss: 2.8575, grad_norm: 1.3573 2020-08-05 18:33:03,315 - mmaction - INFO - Epoch [111][620/940] lr: 2.438e-01, eta: 2 days, 18:04:37, time: 1.750, data_time: 0.006, memory: 9063, top1_acc: 0.3660, top5_acc: 0.6076, loss_cls: 2.8997, loss: 2.8997, grad_norm: 1.3491 2020-08-05 18:33:36,576 - mmaction - INFO - Epoch [111][640/940] lr: 2.438e-01, eta: 2 days, 18:03:58, time: 1.660, data_time: 0.007, memory: 9063, top1_acc: 0.3707, top5_acc: 0.6285, loss_cls: 2.8209, loss: 2.8209, grad_norm: 1.3483 2020-08-05 18:34:11,436 - mmaction - INFO - Epoch [111][660/940] lr: 2.438e-01, eta: 2 days, 18:03:24, time: 1.746, data_time: 0.007, memory: 9063, top1_acc: 0.3656, top5_acc: 0.6250, loss_cls: 2.8545, loss: 2.8545, grad_norm: 1.3563 2020-08-05 18:34:45,045 - mmaction - INFO - Epoch [111][680/940] lr: 2.438e-01, eta: 2 days, 18:02:46, time: 1.680, data_time: 0.002, memory: 9063, top1_acc: 0.3574, top5_acc: 0.6062, loss_cls: 2.9287, loss: 2.9287, grad_norm: 1.3661 2020-08-05 18:35:19,480 - mmaction - INFO - Epoch [111][700/940] lr: 2.438e-01, eta: 2 days, 18:02:10, time: 1.719, data_time: 0.006, memory: 9063, top1_acc: 0.3633, top5_acc: 0.6236, loss_cls: 2.8425, loss: 2.8425, grad_norm: 1.3375 2020-08-05 18:35:53,270 - mmaction - INFO - Epoch [111][720/940] lr: 2.438e-01, eta: 2 days, 18:01:33, time: 1.690, data_time: 0.007, memory: 9063, top1_acc: 0.3711, top5_acc: 0.6084, loss_cls: 2.8840, loss: 2.8840, grad_norm: 1.3666 2020-08-05 18:36:28,139 - mmaction - INFO - Epoch [111][740/940] lr: 2.438e-01, eta: 2 days, 18:00:58, time: 1.744, data_time: 0.007, memory: 9063, top1_acc: 0.3615, top5_acc: 0.6178, loss_cls: 2.8927, loss: 2.8927, grad_norm: 1.3550 2020-08-05 18:37:02,429 - mmaction - INFO - Epoch [111][760/940] lr: 2.438e-01, eta: 2 days, 18:00:22, time: 1.716, data_time: 0.007, memory: 9063, top1_acc: 0.3723, top5_acc: 0.6215, loss_cls: 2.8365, loss: 2.8365, grad_norm: 1.3425 2020-08-05 18:37:36,035 - mmaction - INFO - Epoch [111][780/940] lr: 2.438e-01, eta: 2 days, 17:59:44, time: 1.679, data_time: 0.005, memory: 9063, top1_acc: 0.3777, top5_acc: 0.6266, loss_cls: 2.8330, loss: 2.8330, grad_norm: 1.3631 2020-08-05 18:38:09,375 - mmaction - INFO - Epoch [111][800/940] lr: 2.438e-01, eta: 2 days, 17:59:06, time: 1.669, data_time: 0.005, memory: 9063, top1_acc: 0.3756, top5_acc: 0.6100, loss_cls: 2.8723, loss: 2.8723, grad_norm: 1.3434 2020-08-05 18:38:43,568 - mmaction - INFO - Epoch [111][820/940] lr: 2.438e-01, eta: 2 days, 17:58:29, time: 1.705, data_time: 0.006, memory: 9063, top1_acc: 0.3699, top5_acc: 0.6186, loss_cls: 2.8887, loss: 2.8887, grad_norm: 1.3333 2020-08-05 18:39:17,325 - mmaction - INFO - Epoch [111][840/940] lr: 2.438e-01, eta: 2 days, 17:57:52, time: 1.688, data_time: 0.007, memory: 9063, top1_acc: 0.3604, top5_acc: 0.6121, loss_cls: 2.9159, loss: 2.9159, grad_norm: 1.3568 2020-08-05 18:39:51,804 - mmaction - INFO - Epoch [111][860/940] lr: 2.438e-01, eta: 2 days, 17:57:16, time: 1.724, data_time: 0.010, memory: 9063, top1_acc: 0.3633, top5_acc: 0.6219, loss_cls: 2.8766, loss: 2.8766, grad_norm: 1.3393 2020-08-05 18:40:25,039 - mmaction - INFO - Epoch [111][880/940] lr: 2.438e-01, eta: 2 days, 17:56:37, time: 1.661, data_time: 0.007, memory: 9063, top1_acc: 0.3803, top5_acc: 0.6365, loss_cls: 2.8069, loss: 2.8069, grad_norm: 1.3423 2020-08-05 18:41:00,175 - mmaction - INFO - Epoch [111][900/940] lr: 2.438e-01, eta: 2 days, 17:56:03, time: 1.761, data_time: 0.007, memory: 9063, top1_acc: 0.3680, top5_acc: 0.6131, loss_cls: 2.8960, loss: 2.8960, grad_norm: 1.3498 2020-08-05 18:41:34,743 - mmaction - INFO - Epoch [111][920/940] lr: 2.438e-01, eta: 2 days, 17:55:28, time: 1.727, data_time: 0.007, memory: 9063, top1_acc: 0.3689, top5_acc: 0.6303, loss_cls: 2.8211, loss: 2.8211, grad_norm: 1.3430 2020-08-05 18:42:08,776 - mmaction - INFO - Epoch [111][940/940] lr: 2.438e-01, eta: 2 days, 17:54:51, time: 1.701, data_time: 0.007, memory: 9063, top1_acc: 0.3675, top5_acc: 0.6126, loss_cls: 2.8851, loss: 2.8851, grad_norm: 1.3463 2020-08-05 18:42:50,249 - mmaction - INFO - Epoch [112][20/940] lr: 2.414e-01, eta: 2 days, 17:54:32, time: 2.061, data_time: 0.464, memory: 9063, top1_acc: 0.3777, top5_acc: 0.6238, loss_cls: 2.8142, loss: 2.8142, grad_norm: 1.3582 2020-08-05 18:43:24,736 - mmaction - INFO - Epoch [112][40/940] lr: 2.414e-01, eta: 2 days, 17:53:56, time: 1.724, data_time: 0.004, memory: 9063, top1_acc: 0.3752, top5_acc: 0.6350, loss_cls: 2.8077, loss: 2.8077, grad_norm: 1.3615 2020-08-05 18:43:58,050 - mmaction - INFO - Epoch [112][60/940] lr: 2.414e-01, eta: 2 days, 17:53:18, time: 1.665, data_time: 0.006, memory: 9063, top1_acc: 0.3635, top5_acc: 0.6158, loss_cls: 2.9037, loss: 2.9037, grad_norm: 1.3469 2020-08-05 18:44:32,425 - mmaction - INFO - Epoch [112][80/940] lr: 2.414e-01, eta: 2 days, 17:52:42, time: 1.720, data_time: 0.005, memory: 9063, top1_acc: 0.3568, top5_acc: 0.6174, loss_cls: 2.8983, loss: 2.8983, grad_norm: 1.3450 2020-08-05 18:45:06,819 - mmaction - INFO - Epoch [112][100/940] lr: 2.414e-01, eta: 2 days, 17:52:06, time: 1.720, data_time: 0.004, memory: 9063, top1_acc: 0.3729, top5_acc: 0.6297, loss_cls: 2.8210, loss: 2.8210, grad_norm: 1.3494 2020-08-05 18:45:42,326 - mmaction - INFO - Epoch [112][120/940] lr: 2.414e-01, eta: 2 days, 17:51:33, time: 1.775, data_time: 0.006, memory: 9063, top1_acc: 0.3688, top5_acc: 0.6307, loss_cls: 2.8404, loss: 2.8404, grad_norm: 1.3893 2020-08-05 18:46:16,297 - mmaction - INFO - Epoch [112][140/940] lr: 2.414e-01, eta: 2 days, 17:50:56, time: 1.697, data_time: 0.006, memory: 9063, top1_acc: 0.3852, top5_acc: 0.6334, loss_cls: 2.8251, loss: 2.8251, grad_norm: 1.3502 2020-08-05 18:46:51,954 - mmaction - INFO - Epoch [112][160/940] lr: 2.414e-01, eta: 2 days, 17:50:23, time: 1.782, data_time: 0.005, memory: 9063, top1_acc: 0.3709, top5_acc: 0.6297, loss_cls: 2.8249, loss: 2.8249, grad_norm: 1.3647 2020-08-05 18:47:26,351 - mmaction - INFO - Epoch [112][180/940] lr: 2.414e-01, eta: 2 days, 17:49:47, time: 1.722, data_time: 0.006, memory: 9063, top1_acc: 0.3693, top5_acc: 0.6287, loss_cls: 2.8520, loss: 2.8520, grad_norm: 1.3877 2020-08-05 18:47:59,600 - mmaction - INFO - Epoch [112][200/940] lr: 2.414e-01, eta: 2 days, 17:49:09, time: 1.661, data_time: 0.005, memory: 9063, top1_acc: 0.3762, top5_acc: 0.6297, loss_cls: 2.8177, loss: 2.8177, grad_norm: 1.3455 2020-08-05 18:48:33,710 - mmaction - INFO - Epoch [112][220/940] lr: 2.414e-01, eta: 2 days, 17:48:32, time: 1.706, data_time: 0.006, memory: 9063, top1_acc: 0.3689, top5_acc: 0.6238, loss_cls: 2.8507, loss: 2.8507, grad_norm: 1.3472 2020-08-05 18:49:09,017 - mmaction - INFO - Epoch [112][240/940] lr: 2.414e-01, eta: 2 days, 17:47:59, time: 1.767, data_time: 0.007, memory: 9063, top1_acc: 0.3775, top5_acc: 0.6305, loss_cls: 2.8080, loss: 2.8080, grad_norm: 1.3487 2020-08-05 18:49:42,583 - mmaction - INFO - Epoch [112][260/940] lr: 2.414e-01, eta: 2 days, 17:47:21, time: 1.678, data_time: 0.002, memory: 9063, top1_acc: 0.3865, top5_acc: 0.6352, loss_cls: 2.8031, loss: 2.8031, grad_norm: 1.3738 2020-08-05 18:50:18,338 - mmaction - INFO - Epoch [112][280/940] lr: 2.414e-01, eta: 2 days, 17:46:48, time: 1.785, data_time: 0.005, memory: 9063, top1_acc: 0.3789, top5_acc: 0.6197, loss_cls: 2.8562, loss: 2.8562, grad_norm: 1.3774 2020-08-05 18:50:52,473 - mmaction - INFO - Epoch [112][300/940] lr: 2.414e-01, eta: 2 days, 17:46:11, time: 1.705, data_time: 0.007, memory: 9063, top1_acc: 0.3668, top5_acc: 0.6145, loss_cls: 2.8850, loss: 2.8850, grad_norm: 1.3325 2020-08-05 18:51:27,680 - mmaction - INFO - Epoch [112][320/940] lr: 2.414e-01, eta: 2 days, 17:45:38, time: 1.765, data_time: 0.008, memory: 9063, top1_acc: 0.3654, top5_acc: 0.6158, loss_cls: 2.8886, loss: 2.8886, grad_norm: 1.3439 2020-08-05 18:52:01,238 - mmaction - INFO - Epoch [112][340/940] lr: 2.414e-01, eta: 2 days, 17:45:00, time: 1.678, data_time: 0.007, memory: 9063, top1_acc: 0.3650, top5_acc: 0.6320, loss_cls: 2.8460, loss: 2.8460, grad_norm: 1.3678 2020-08-05 18:52:36,831 - mmaction - INFO - Epoch [112][360/940] lr: 2.414e-01, eta: 2 days, 17:44:27, time: 1.778, data_time: 0.003, memory: 9063, top1_acc: 0.3621, top5_acc: 0.6148, loss_cls: 2.8762, loss: 2.8762, grad_norm: 1.3720 2020-08-05 18:53:11,796 - mmaction - INFO - Epoch [112][380/940] lr: 2.414e-01, eta: 2 days, 17:43:52, time: 1.749, data_time: 0.006, memory: 9063, top1_acc: 0.3615, top5_acc: 0.6221, loss_cls: 2.8504, loss: 2.8504, grad_norm: 1.3466 2020-08-05 18:53:47,903 - mmaction - INFO - Epoch [112][400/940] lr: 2.414e-01, eta: 2 days, 17:43:21, time: 1.806, data_time: 0.005, memory: 9063, top1_acc: 0.3719, top5_acc: 0.6285, loss_cls: 2.8226, loss: 2.8226, grad_norm: 1.3425 2020-08-05 18:54:20,441 - mmaction - INFO - Epoch [112][420/940] lr: 2.414e-01, eta: 2 days, 17:42:40, time: 1.625, data_time: 0.005, memory: 9063, top1_acc: 0.3664, top5_acc: 0.6197, loss_cls: 2.8686, loss: 2.8686, grad_norm: 1.3869 2020-08-05 18:54:54,214 - mmaction - INFO - Epoch [112][440/940] lr: 2.414e-01, eta: 2 days, 17:42:03, time: 1.690, data_time: 0.005, memory: 9063, top1_acc: 0.3736, top5_acc: 0.6266, loss_cls: 2.8348, loss: 2.8348, grad_norm: 1.3555 2020-08-05 18:55:29,434 - mmaction - INFO - Epoch [112][460/940] lr: 2.414e-01, eta: 2 days, 17:41:29, time: 1.759, data_time: 0.006, memory: 9063, top1_acc: 0.3820, top5_acc: 0.6293, loss_cls: 2.7714, loss: 2.7714, grad_norm: 1.3520 2020-08-05 18:56:04,162 - mmaction - INFO - Epoch [112][480/940] lr: 2.414e-01, eta: 2 days, 17:40:54, time: 1.739, data_time: 0.006, memory: 9063, top1_acc: 0.3674, top5_acc: 0.6146, loss_cls: 2.8994, loss: 2.8994, grad_norm: 1.3693 2020-08-05 18:56:37,940 - mmaction - INFO - Epoch [112][500/940] lr: 2.414e-01, eta: 2 days, 17:40:17, time: 1.688, data_time: 0.008, memory: 9063, top1_acc: 0.3609, top5_acc: 0.6131, loss_cls: 2.8834, loss: 2.8834, grad_norm: 1.3465 2020-08-05 18:57:13,727 - mmaction - INFO - Epoch [112][520/940] lr: 2.414e-01, eta: 2 days, 17:39:44, time: 1.790, data_time: 0.005, memory: 9063, top1_acc: 0.3689, top5_acc: 0.6275, loss_cls: 2.8516, loss: 2.8516, grad_norm: 1.3553 2020-08-05 18:57:49,904 - mmaction - INFO - Epoch [112][540/940] lr: 2.414e-01, eta: 2 days, 17:39:13, time: 1.807, data_time: 0.004, memory: 9063, top1_acc: 0.3758, top5_acc: 0.6273, loss_cls: 2.8529, loss: 2.8529, grad_norm: 1.3634 2020-08-05 18:58:24,428 - mmaction - INFO - Epoch [112][560/940] lr: 2.414e-01, eta: 2 days, 17:38:37, time: 1.728, data_time: 0.008, memory: 9063, top1_acc: 0.3688, top5_acc: 0.6199, loss_cls: 2.8235, loss: 2.8235, grad_norm: 1.3472 2020-08-05 18:58:57,357 - mmaction - INFO - Epoch [112][580/940] lr: 2.414e-01, eta: 2 days, 17:37:58, time: 1.647, data_time: 0.005, memory: 9063, top1_acc: 0.3639, top5_acc: 0.6148, loss_cls: 2.8621, loss: 2.8621, grad_norm: 1.3676 2020-08-05 18:59:31,778 - mmaction - INFO - Epoch [112][600/940] lr: 2.414e-01, eta: 2 days, 17:37:22, time: 1.721, data_time: 0.002, memory: 9063, top1_acc: 0.3678, top5_acc: 0.6176, loss_cls: 2.8649, loss: 2.8649, grad_norm: 1.3637 2020-08-05 19:00:10,179 - mmaction - INFO - Epoch [112][620/940] lr: 2.414e-01, eta: 2 days, 17:36:56, time: 1.915, data_time: 0.006, memory: 9063, top1_acc: 0.3619, top5_acc: 0.6164, loss_cls: 2.8857, loss: 2.8857, grad_norm: 1.3710 2020-08-05 19:00:43,239 - mmaction - INFO - Epoch [112][640/940] lr: 2.414e-01, eta: 2 days, 17:36:17, time: 1.659, data_time: 0.011, memory: 9063, top1_acc: 0.3695, top5_acc: 0.6219, loss_cls: 2.8816, loss: 2.8816, grad_norm: 1.3357 2020-08-05 19:01:15,605 - mmaction - INFO - Epoch [112][660/940] lr: 2.414e-01, eta: 2 days, 17:35:36, time: 1.614, data_time: 0.005, memory: 9063, top1_acc: 0.3746, top5_acc: 0.6205, loss_cls: 2.8687, loss: 2.8687, grad_norm: 1.3500 2020-08-05 19:01:50,621 - mmaction - INFO - Epoch [112][680/940] lr: 2.414e-01, eta: 2 days, 17:35:02, time: 1.755, data_time: 0.007, memory: 9063, top1_acc: 0.3689, top5_acc: 0.6205, loss_cls: 2.8626, loss: 2.8626, grad_norm: 1.3239 2020-08-05 19:02:24,233 - mmaction - INFO - Epoch [112][700/940] lr: 2.414e-01, eta: 2 days, 17:34:24, time: 1.679, data_time: 0.006, memory: 9063, top1_acc: 0.3760, top5_acc: 0.6230, loss_cls: 2.8271, loss: 2.8271, grad_norm: 1.3279 2020-08-05 19:02:59,416 - mmaction - INFO - Epoch [112][720/940] lr: 2.414e-01, eta: 2 days, 17:33:50, time: 1.760, data_time: 0.006, memory: 9063, top1_acc: 0.3818, top5_acc: 0.6352, loss_cls: 2.7971, loss: 2.7971, grad_norm: 1.3419 2020-08-05 19:03:34,496 - mmaction - INFO - Epoch [112][740/940] lr: 2.414e-01, eta: 2 days, 17:33:16, time: 1.753, data_time: 0.003, memory: 9063, top1_acc: 0.3773, top5_acc: 0.6238, loss_cls: 2.8451, loss: 2.8451, grad_norm: 1.3931 2020-08-05 19:04:08,537 - mmaction - INFO - Epoch [112][760/940] lr: 2.414e-01, eta: 2 days, 17:32:39, time: 1.703, data_time: 0.005, memory: 9063, top1_acc: 0.3781, top5_acc: 0.6232, loss_cls: 2.8429, loss: 2.8429, grad_norm: 1.3671 2020-08-05 19:04:45,117 - mmaction - INFO - Epoch [112][780/940] lr: 2.414e-01, eta: 2 days, 17:32:09, time: 1.827, data_time: 0.005, memory: 9063, top1_acc: 0.3762, top5_acc: 0.6318, loss_cls: 2.7982, loss: 2.7982, grad_norm: 1.3347 2020-08-05 19:05:19,952 - mmaction - INFO - Epoch [112][800/940] lr: 2.414e-01, eta: 2 days, 17:31:34, time: 1.739, data_time: 0.006, memory: 9063, top1_acc: 0.3713, top5_acc: 0.6275, loss_cls: 2.8420, loss: 2.8420, grad_norm: 1.3648 2020-08-05 19:05:53,954 - mmaction - INFO - Epoch [112][820/940] lr: 2.414e-01, eta: 2 days, 17:30:57, time: 1.705, data_time: 0.008, memory: 9063, top1_acc: 0.3764, top5_acc: 0.6250, loss_cls: 2.8305, loss: 2.8305, grad_norm: 1.3432 2020-08-05 19:06:27,307 - mmaction - INFO - Epoch [112][840/940] lr: 2.414e-01, eta: 2 days, 17:30:19, time: 1.667, data_time: 0.005, memory: 9063, top1_acc: 0.3699, top5_acc: 0.6133, loss_cls: 2.8881, loss: 2.8881, grad_norm: 1.3652 2020-08-05 19:07:03,097 - mmaction - INFO - Epoch [112][860/940] lr: 2.414e-01, eta: 2 days, 17:29:46, time: 1.790, data_time: 0.005, memory: 9063, top1_acc: 0.3574, top5_acc: 0.6127, loss_cls: 2.9438, loss: 2.9438, grad_norm: 1.3801 2020-08-05 19:07:37,219 - mmaction - INFO - Epoch [112][880/940] lr: 2.414e-01, eta: 2 days, 17:29:10, time: 1.705, data_time: 0.006, memory: 9063, top1_acc: 0.3752, top5_acc: 0.6277, loss_cls: 2.8165, loss: 2.8165, grad_norm: 1.3386 2020-08-05 19:08:13,253 - mmaction - INFO - Epoch [112][900/940] lr: 2.414e-01, eta: 2 days, 17:28:38, time: 1.802, data_time: 0.005, memory: 9063, top1_acc: 0.3756, top5_acc: 0.6221, loss_cls: 2.8446, loss: 2.8446, grad_norm: 1.3786 2020-08-05 19:08:47,023 - mmaction - INFO - Epoch [112][920/940] lr: 2.414e-01, eta: 2 days, 17:28:01, time: 1.687, data_time: 0.006, memory: 9063, top1_acc: 0.3615, top5_acc: 0.6197, loss_cls: 2.8672, loss: 2.8672, grad_norm: 1.3678 2020-08-05 19:09:19,776 - mmaction - INFO - Epoch [112][940/940] lr: 2.414e-01, eta: 2 days, 17:27:21, time: 1.640, data_time: 0.006, memory: 9063, top1_acc: 0.3632, top5_acc: 0.6147, loss_cls: 2.8794, loss: 2.8794, grad_norm: 1.3745 2020-08-05 19:09:20,170 - mmaction - INFO - Saving checkpoint at 112 epochs 2020-08-05 19:10:30,393 - mmaction - INFO - Epoch [113][20/940] lr: 2.390e-01, eta: 2 days, 17:28:07, time: 3.432, data_time: 0.563, memory: 9063, top1_acc: 0.3621, top5_acc: 0.6168, loss_cls: 2.8959, loss: 2.8959, grad_norm: 1.3221 2020-08-05 19:11:03,498 - mmaction - INFO - Epoch [113][40/940] lr: 2.390e-01, eta: 2 days, 17:27:28, time: 1.661, data_time: 0.008, memory: 9063, top1_acc: 0.3793, top5_acc: 0.6443, loss_cls: 2.7519, loss: 2.7519, grad_norm: 1.3402 2020-08-05 19:11:37,616 - mmaction - INFO - Epoch [113][60/940] lr: 2.390e-01, eta: 2 days, 17:26:52, time: 1.704, data_time: 0.005, memory: 9063, top1_acc: 0.3783, top5_acc: 0.6287, loss_cls: 2.8152, loss: 2.8152, grad_norm: 1.3745 2020-08-05 19:12:13,567 - mmaction - INFO - Epoch [113][80/940] lr: 2.390e-01, eta: 2 days, 17:26:20, time: 1.794, data_time: 0.008, memory: 9063, top1_acc: 0.3920, top5_acc: 0.6451, loss_cls: 2.7596, loss: 2.7596, grad_norm: 1.3728 2020-08-05 19:12:48,972 - mmaction - INFO - Epoch [113][100/940] lr: 2.390e-01, eta: 2 days, 17:25:46, time: 1.775, data_time: 0.009, memory: 9063, top1_acc: 0.3781, top5_acc: 0.6324, loss_cls: 2.8163, loss: 2.8163, grad_norm: 1.3824 2020-08-05 19:13:23,460 - mmaction - INFO - Epoch [113][120/940] lr: 2.390e-01, eta: 2 days, 17:25:11, time: 1.726, data_time: 0.006, memory: 9063, top1_acc: 0.3785, top5_acc: 0.6166, loss_cls: 2.8652, loss: 2.8652, grad_norm: 1.3658 2020-08-05 19:13:57,884 - mmaction - INFO - Epoch [113][140/940] lr: 2.390e-01, eta: 2 days, 17:24:35, time: 1.719, data_time: 0.008, memory: 9063, top1_acc: 0.3887, top5_acc: 0.6350, loss_cls: 2.8004, loss: 2.8004, grad_norm: 1.3460 2020-08-05 19:14:33,055 - mmaction - INFO - Epoch [113][160/940] lr: 2.390e-01, eta: 2 days, 17:24:01, time: 1.759, data_time: 0.006, memory: 9063, top1_acc: 0.3711, top5_acc: 0.6281, loss_cls: 2.8306, loss: 2.8306, grad_norm: 1.3736 2020-08-05 19:15:07,470 - mmaction - INFO - Epoch [113][180/940] lr: 2.390e-01, eta: 2 days, 17:23:25, time: 1.722, data_time: 0.006, memory: 9063, top1_acc: 0.3770, top5_acc: 0.6289, loss_cls: 2.8257, loss: 2.8257, grad_norm: 1.3696 2020-08-05 19:15:42,479 - mmaction - INFO - Epoch [113][200/940] lr: 2.390e-01, eta: 2 days, 17:22:51, time: 1.751, data_time: 0.002, memory: 9063, top1_acc: 0.3836, top5_acc: 0.6373, loss_cls: 2.7662, loss: 2.7662, grad_norm: 1.3695 2020-08-05 19:16:17,301 - mmaction - INFO - Epoch [113][220/940] lr: 2.390e-01, eta: 2 days, 17:22:16, time: 1.736, data_time: 0.004, memory: 9063, top1_acc: 0.3789, top5_acc: 0.6348, loss_cls: 2.8169, loss: 2.8169, grad_norm: 1.3836 2020-08-05 19:16:53,641 - mmaction - INFO - Epoch [113][240/940] lr: 2.390e-01, eta: 2 days, 17:21:45, time: 1.821, data_time: 0.007, memory: 9063, top1_acc: 0.3590, top5_acc: 0.6182, loss_cls: 2.8743, loss: 2.8743, grad_norm: 1.3624 2020-08-05 19:17:29,195 - mmaction - INFO - Epoch [113][260/940] lr: 2.390e-01, eta: 2 days, 17:21:11, time: 1.777, data_time: 0.005, memory: 9063, top1_acc: 0.3764, top5_acc: 0.6229, loss_cls: 2.8194, loss: 2.8194, grad_norm: 1.3378 2020-08-05 19:18:02,915 - mmaction - INFO - Epoch [113][280/940] lr: 2.390e-01, eta: 2 days, 17:20:34, time: 1.687, data_time: 0.005, memory: 9063, top1_acc: 0.3643, top5_acc: 0.6268, loss_cls: 2.8618, loss: 2.8618, grad_norm: 1.4121 2020-08-05 19:18:37,616 - mmaction - INFO - Epoch [113][300/940] lr: 2.390e-01, eta: 2 days, 17:19:59, time: 1.734, data_time: 0.005, memory: 9063, top1_acc: 0.3730, top5_acc: 0.6271, loss_cls: 2.8472, loss: 2.8472, grad_norm: 1.3686 2020-08-05 19:19:13,714 - mmaction - INFO - Epoch [113][320/940] lr: 2.390e-01, eta: 2 days, 17:19:27, time: 1.800, data_time: 0.005, memory: 9063, top1_acc: 0.3846, top5_acc: 0.6352, loss_cls: 2.7873, loss: 2.7873, grad_norm: 1.3719 2020-08-05 19:19:48,584 - mmaction - INFO - Epoch [113][340/940] lr: 2.390e-01, eta: 2 days, 17:18:52, time: 1.750, data_time: 0.009, memory: 9063, top1_acc: 0.3766, top5_acc: 0.6201, loss_cls: 2.8558, loss: 2.8558, grad_norm: 1.4026 2020-08-05 19:20:22,617 - mmaction - INFO - Epoch [113][360/940] lr: 2.390e-01, eta: 2 days, 17:18:15, time: 1.697, data_time: 0.004, memory: 9063, top1_acc: 0.3613, top5_acc: 0.6203, loss_cls: 2.8709, loss: 2.8709, grad_norm: 1.3842 2020-08-05 19:20:57,019 - mmaction - INFO - Epoch [113][380/940] lr: 2.390e-01, eta: 2 days, 17:17:40, time: 1.724, data_time: 0.007, memory: 9063, top1_acc: 0.3639, top5_acc: 0.6102, loss_cls: 2.8848, loss: 2.8848, grad_norm: 1.3767 2020-08-05 19:21:31,886 - mmaction - INFO - Epoch [113][400/940] lr: 2.390e-01, eta: 2 days, 17:17:05, time: 1.742, data_time: 0.005, memory: 9063, top1_acc: 0.3645, top5_acc: 0.6184, loss_cls: 2.8631, loss: 2.8631, grad_norm: 1.3697 2020-08-05 19:22:07,180 - mmaction - INFO - Epoch [113][420/940] lr: 2.390e-01, eta: 2 days, 17:16:31, time: 1.762, data_time: 0.006, memory: 9063, top1_acc: 0.3734, top5_acc: 0.6250, loss_cls: 2.8421, loss: 2.8421, grad_norm: 1.3844 2020-08-05 19:22:41,912 - mmaction - INFO - Epoch [113][440/940] lr: 2.390e-01, eta: 2 days, 17:15:56, time: 1.739, data_time: 0.007, memory: 9063, top1_acc: 0.3773, top5_acc: 0.6291, loss_cls: 2.8283, loss: 2.8283, grad_norm: 1.3625 2020-08-05 19:23:16,287 - mmaction - INFO - Epoch [113][460/940] lr: 2.390e-01, eta: 2 days, 17:15:20, time: 1.719, data_time: 0.005, memory: 9063, top1_acc: 0.3740, top5_acc: 0.6303, loss_cls: 2.8242, loss: 2.8242, grad_norm: 1.3781 2020-08-05 19:23:51,095 - mmaction - INFO - Epoch [113][480/940] lr: 2.390e-01, eta: 2 days, 17:14:45, time: 1.735, data_time: 0.009, memory: 9063, top1_acc: 0.3688, top5_acc: 0.6205, loss_cls: 2.8733, loss: 2.8733, grad_norm: 1.3671 2020-08-05 19:24:25,202 - mmaction - INFO - Epoch [113][500/940] lr: 2.390e-01, eta: 2 days, 17:14:09, time: 1.710, data_time: 0.008, memory: 9063, top1_acc: 0.3748, top5_acc: 0.6248, loss_cls: 2.8275, loss: 2.8275, grad_norm: 1.3685 2020-08-05 19:25:00,289 - mmaction - INFO - Epoch [113][520/940] lr: 2.390e-01, eta: 2 days, 17:13:35, time: 1.751, data_time: 0.005, memory: 9063, top1_acc: 0.3543, top5_acc: 0.6125, loss_cls: 2.9170, loss: 2.9170, grad_norm: 1.3699 2020-08-05 19:25:36,289 - mmaction - INFO - Epoch [113][540/940] lr: 2.390e-01, eta: 2 days, 17:13:03, time: 1.800, data_time: 0.006, memory: 9063, top1_acc: 0.3734, top5_acc: 0.6314, loss_cls: 2.8128, loss: 2.8128, grad_norm: 1.3686 2020-08-05 19:26:10,758 - mmaction - INFO - Epoch [113][560/940] lr: 2.390e-01, eta: 2 days, 17:12:27, time: 1.726, data_time: 0.008, memory: 9063, top1_acc: 0.3785, top5_acc: 0.6361, loss_cls: 2.8252, loss: 2.8252, grad_norm: 1.3481 2020-08-05 19:26:45,361 - mmaction - INFO - Epoch [113][580/940] lr: 2.390e-01, eta: 2 days, 17:11:52, time: 1.731, data_time: 0.005, memory: 9063, top1_acc: 0.3619, top5_acc: 0.6191, loss_cls: 2.8709, loss: 2.8709, grad_norm: 1.3559 2020-08-05 19:27:20,920 - mmaction - INFO - Epoch [113][600/940] lr: 2.390e-01, eta: 2 days, 17:11:19, time: 1.778, data_time: 0.006, memory: 9063, top1_acc: 0.3738, top5_acc: 0.6312, loss_cls: 2.8109, loss: 2.8109, grad_norm: 1.3593 2020-08-05 19:27:54,370 - mmaction - INFO - Epoch [113][620/940] lr: 2.390e-01, eta: 2 days, 17:10:40, time: 1.673, data_time: 0.005, memory: 9063, top1_acc: 0.3707, top5_acc: 0.6223, loss_cls: 2.8672, loss: 2.8672, grad_norm: 1.3771 2020-08-05 19:28:29,874 - mmaction - INFO - Epoch [113][640/940] lr: 2.390e-01, eta: 2 days, 17:10:07, time: 1.774, data_time: 0.008, memory: 9063, top1_acc: 0.3777, top5_acc: 0.6281, loss_cls: 2.8188, loss: 2.8188, grad_norm: 1.3846 2020-08-05 19:29:05,217 - mmaction - INFO - Epoch [113][660/940] lr: 2.390e-01, eta: 2 days, 17:09:33, time: 1.767, data_time: 0.007, memory: 9063, top1_acc: 0.3729, top5_acc: 0.6336, loss_cls: 2.8148, loss: 2.8148, grad_norm: 1.3849 2020-08-05 19:29:39,472 - mmaction - INFO - Epoch [113][680/940] lr: 2.390e-01, eta: 2 days, 17:08:57, time: 1.710, data_time: 0.007, memory: 9063, top1_acc: 0.3709, top5_acc: 0.6299, loss_cls: 2.7992, loss: 2.7992, grad_norm: 1.3659 2020-08-05 19:30:13,807 - mmaction - INFO - Epoch [113][700/940] lr: 2.390e-01, eta: 2 days, 17:08:21, time: 1.717, data_time: 0.008, memory: 9063, top1_acc: 0.3738, top5_acc: 0.6248, loss_cls: 2.8408, loss: 2.8408, grad_norm: 1.3647 2020-08-05 19:30:47,979 - mmaction - INFO - Epoch [113][720/940] lr: 2.390e-01, eta: 2 days, 17:07:45, time: 1.713, data_time: 0.007, memory: 9063, top1_acc: 0.3730, top5_acc: 0.6207, loss_cls: 2.8702, loss: 2.8702, grad_norm: 1.3827 2020-08-05 19:31:22,765 - mmaction - INFO - Epoch [113][740/940] lr: 2.390e-01, eta: 2 days, 17:07:10, time: 1.738, data_time: 0.005, memory: 9063, top1_acc: 0.3811, top5_acc: 0.6275, loss_cls: 2.8132, loss: 2.8132, grad_norm: 1.3582 2020-08-05 19:31:58,086 - mmaction - INFO - Epoch [113][760/940] lr: 2.390e-01, eta: 2 days, 17:06:36, time: 1.767, data_time: 0.005, memory: 9063, top1_acc: 0.3773, top5_acc: 0.6320, loss_cls: 2.8128, loss: 2.8128, grad_norm: 1.3561 2020-08-05 19:32:32,406 - mmaction - INFO - Epoch [113][780/940] lr: 2.390e-01, eta: 2 days, 17:06:00, time: 1.715, data_time: 0.006, memory: 9063, top1_acc: 0.3703, top5_acc: 0.6221, loss_cls: 2.8484, loss: 2.8484, grad_norm: 1.3653 2020-08-05 19:33:06,648 - mmaction - INFO - Epoch [113][800/940] lr: 2.390e-01, eta: 2 days, 17:05:24, time: 1.712, data_time: 0.005, memory: 9063, top1_acc: 0.3564, top5_acc: 0.6156, loss_cls: 2.8992, loss: 2.8992, grad_norm: 1.3608 2020-08-05 19:33:40,904 - mmaction - INFO - Epoch [113][820/940] lr: 2.390e-01, eta: 2 days, 17:04:48, time: 1.711, data_time: 0.007, memory: 9063, top1_acc: 0.3607, top5_acc: 0.6172, loss_cls: 2.8963, loss: 2.8963, grad_norm: 1.3678 2020-08-05 19:34:15,283 - mmaction - INFO - Epoch [113][840/940] lr: 2.390e-01, eta: 2 days, 17:04:12, time: 1.721, data_time: 0.007, memory: 9063, top1_acc: 0.3645, top5_acc: 0.6148, loss_cls: 2.8817, loss: 2.8817, grad_norm: 1.3920 2020-08-05 19:34:50,644 - mmaction - INFO - Epoch [113][860/940] lr: 2.390e-01, eta: 2 days, 17:03:38, time: 1.762, data_time: 0.007, memory: 9063, top1_acc: 0.3709, top5_acc: 0.6262, loss_cls: 2.8525, loss: 2.8525, grad_norm: 1.3598 2020-08-05 19:35:24,779 - mmaction - INFO - Epoch [113][880/940] lr: 2.390e-01, eta: 2 days, 17:03:02, time: 1.710, data_time: 0.009, memory: 9063, top1_acc: 0.3721, top5_acc: 0.6258, loss_cls: 2.8392, loss: 2.8392, grad_norm: 1.3552 2020-08-05 19:35:58,843 - mmaction - INFO - Epoch [113][900/940] lr: 2.390e-01, eta: 2 days, 17:02:25, time: 1.706, data_time: 0.007, memory: 9063, top1_acc: 0.3928, top5_acc: 0.6344, loss_cls: 2.7727, loss: 2.7727, grad_norm: 1.3295 2020-08-05 19:36:34,553 - mmaction - INFO - Epoch [113][920/940] lr: 2.390e-01, eta: 2 days, 17:01:53, time: 1.784, data_time: 0.006, memory: 9063, top1_acc: 0.3680, top5_acc: 0.6234, loss_cls: 2.8585, loss: 2.8585, grad_norm: 1.3413 2020-08-05 19:37:07,412 - mmaction - INFO - Epoch [113][940/940] lr: 2.390e-01, eta: 2 days, 17:01:13, time: 1.642, data_time: 0.006, memory: 9063, top1_acc: 0.3732, top5_acc: 0.6252, loss_cls: 2.8440, loss: 2.8440, grad_norm: 1.3983 2020-08-05 19:37:49,991 - mmaction - INFO - Epoch [114][20/940] lr: 2.366e-01, eta: 2 days, 17:00:56, time: 2.116, data_time: 0.464, memory: 9063, top1_acc: 0.3682, top5_acc: 0.6107, loss_cls: 2.8673, loss: 2.8673, grad_norm: 1.3526 2020-08-05 19:38:23,755 - mmaction - INFO - Epoch [114][40/940] lr: 2.366e-01, eta: 2 days, 17:00:18, time: 1.686, data_time: 0.005, memory: 9063, top1_acc: 0.3861, top5_acc: 0.6436, loss_cls: 2.7722, loss: 2.7722, grad_norm: 1.3741 2020-08-05 19:38:59,036 - mmaction - INFO - Epoch [114][60/940] lr: 2.366e-01, eta: 2 days, 16:59:45, time: 1.760, data_time: 0.009, memory: 9063, top1_acc: 0.3805, top5_acc: 0.6266, loss_cls: 2.7997, loss: 2.7997, grad_norm: 1.3792 2020-08-05 19:39:32,951 - mmaction - INFO - Epoch [114][80/940] lr: 2.366e-01, eta: 2 days, 16:59:08, time: 1.702, data_time: 0.008, memory: 9063, top1_acc: 0.3824, top5_acc: 0.6350, loss_cls: 2.8040, loss: 2.8040, grad_norm: 1.3600 2020-08-05 19:40:08,254 - mmaction - INFO - Epoch [114][100/940] lr: 2.366e-01, eta: 2 days, 16:58:34, time: 1.765, data_time: 0.005, memory: 9063, top1_acc: 0.3768, top5_acc: 0.6236, loss_cls: 2.8229, loss: 2.8229, grad_norm: 1.3959 2020-08-05 19:40:42,214 - mmaction - INFO - Epoch [114][120/940] lr: 2.366e-01, eta: 2 days, 16:57:57, time: 1.698, data_time: 0.002, memory: 9063, top1_acc: 0.3771, top5_acc: 0.6240, loss_cls: 2.8189, loss: 2.8189, grad_norm: 1.3716 2020-08-05 19:41:16,653 - mmaction - INFO - Epoch [114][140/940] lr: 2.366e-01, eta: 2 days, 16:57:21, time: 1.721, data_time: 0.005, memory: 9063, top1_acc: 0.3768, top5_acc: 0.6309, loss_cls: 2.8076, loss: 2.8076, grad_norm: 1.3692 2020-08-05 19:41:50,228 - mmaction - INFO - Epoch [114][160/940] lr: 2.366e-01, eta: 2 days, 16:56:44, time: 1.676, data_time: 0.005, memory: 9063, top1_acc: 0.3826, top5_acc: 0.6314, loss_cls: 2.8030, loss: 2.8030, grad_norm: 1.3463 2020-08-05 19:42:24,124 - mmaction - INFO - Epoch [114][180/940] lr: 2.366e-01, eta: 2 days, 16:56:07, time: 1.699, data_time: 0.007, memory: 9063, top1_acc: 0.3736, top5_acc: 0.6238, loss_cls: 2.8415, loss: 2.8415, grad_norm: 1.4095 2020-08-05 19:42:59,424 - mmaction - INFO - Epoch [114][200/940] lr: 2.366e-01, eta: 2 days, 16:55:33, time: 1.765, data_time: 0.003, memory: 9063, top1_acc: 0.3703, top5_acc: 0.6258, loss_cls: 2.8293, loss: 2.8293, grad_norm: 1.3708 2020-08-05 19:43:33,259 - mmaction - INFO - Epoch [114][220/940] lr: 2.366e-01, eta: 2 days, 16:54:56, time: 1.688, data_time: 0.005, memory: 9063, top1_acc: 0.3596, top5_acc: 0.6205, loss_cls: 2.8885, loss: 2.8885, grad_norm: 1.3623 2020-08-05 19:44:07,819 - mmaction - INFO - Epoch [114][240/940] lr: 2.366e-01, eta: 2 days, 16:54:20, time: 1.732, data_time: 0.006, memory: 9063, top1_acc: 0.3768, top5_acc: 0.6312, loss_cls: 2.8352, loss: 2.8352, grad_norm: 1.3902 2020-08-05 19:44:42,826 - mmaction - INFO - Epoch [114][260/940] lr: 2.366e-01, eta: 2 days, 16:53:46, time: 1.749, data_time: 0.005, memory: 9063, top1_acc: 0.3857, top5_acc: 0.6303, loss_cls: 2.7984, loss: 2.7984, grad_norm: 1.3884 2020-08-05 19:45:16,331 - mmaction - INFO - Epoch [114][280/940] lr: 2.366e-01, eta: 2 days, 16:53:08, time: 1.673, data_time: 0.006, memory: 9063, top1_acc: 0.3695, top5_acc: 0.6352, loss_cls: 2.8461, loss: 2.8461, grad_norm: 1.3709 2020-08-05 19:45:50,694 - mmaction - INFO - Epoch [114][300/940] lr: 2.366e-01, eta: 2 days, 16:52:32, time: 1.722, data_time: 0.007, memory: 9063, top1_acc: 0.3758, top5_acc: 0.6227, loss_cls: 2.8216, loss: 2.8216, grad_norm: 1.3677 2020-08-05 19:46:25,396 - mmaction - INFO - Epoch [114][320/940] lr: 2.366e-01, eta: 2 days, 16:51:57, time: 1.736, data_time: 0.005, memory: 9063, top1_acc: 0.3627, top5_acc: 0.6139, loss_cls: 2.8614, loss: 2.8614, grad_norm: 1.3646 2020-08-05 19:46:58,054 - mmaction - INFO - Epoch [114][340/940] lr: 2.366e-01, eta: 2 days, 16:51:17, time: 1.632, data_time: 0.003, memory: 9063, top1_acc: 0.3709, top5_acc: 0.6203, loss_cls: 2.8528, loss: 2.8528, grad_norm: 1.3662 2020-08-05 19:47:32,839 - mmaction - INFO - Epoch [114][360/940] lr: 2.366e-01, eta: 2 days, 16:50:42, time: 1.737, data_time: 0.007, memory: 9063, top1_acc: 0.3773, top5_acc: 0.6340, loss_cls: 2.8115, loss: 2.8115, grad_norm: 1.3897 2020-08-05 19:48:07,605 - mmaction - INFO - Epoch [114][380/940] lr: 2.366e-01, eta: 2 days, 16:50:07, time: 1.740, data_time: 0.007, memory: 9063, top1_acc: 0.3750, top5_acc: 0.6158, loss_cls: 2.8830, loss: 2.8830, grad_norm: 1.3502 2020-08-05 19:48:41,436 - mmaction - INFO - Epoch [114][400/940] lr: 2.366e-01, eta: 2 days, 16:49:30, time: 1.689, data_time: 0.005, memory: 9063, top1_acc: 0.3646, top5_acc: 0.6141, loss_cls: 2.8978, loss: 2.8978, grad_norm: 1.3727 2020-08-05 19:49:16,476 - mmaction - INFO - Epoch [114][420/940] lr: 2.366e-01, eta: 2 days, 16:48:56, time: 1.754, data_time: 0.006, memory: 9063, top1_acc: 0.3820, top5_acc: 0.6291, loss_cls: 2.8244, loss: 2.8244, grad_norm: 1.4037 2020-08-05 19:49:50,481 - mmaction - INFO - Epoch [114][440/940] lr: 2.366e-01, eta: 2 days, 16:48:19, time: 1.699, data_time: 0.005, memory: 9063, top1_acc: 0.3650, top5_acc: 0.6205, loss_cls: 2.8489, loss: 2.8489, grad_norm: 1.3469 2020-08-05 19:50:25,573 - mmaction - INFO - Epoch [114][460/940] lr: 2.366e-01, eta: 2 days, 16:47:45, time: 1.756, data_time: 0.006, memory: 9063, top1_acc: 0.3764, top5_acc: 0.6221, loss_cls: 2.8455, loss: 2.8455, grad_norm: 1.3675 2020-08-05 19:50:59,615 - mmaction - INFO - Epoch [114][480/940] lr: 2.366e-01, eta: 2 days, 16:47:08, time: 1.698, data_time: 0.004, memory: 9063, top1_acc: 0.3713, top5_acc: 0.6295, loss_cls: 2.8453, loss: 2.8453, grad_norm: 1.3836 2020-08-05 19:51:34,257 - mmaction - INFO - Epoch [114][500/940] lr: 2.366e-01, eta: 2 days, 16:46:33, time: 1.731, data_time: 0.009, memory: 9063, top1_acc: 0.3809, top5_acc: 0.6297, loss_cls: 2.7975, loss: 2.7975, grad_norm: 1.3606 2020-08-05 19:52:08,309 - mmaction - INFO - Epoch [114][520/940] lr: 2.366e-01, eta: 2 days, 16:45:56, time: 1.708, data_time: 0.008, memory: 9063, top1_acc: 0.3590, top5_acc: 0.6082, loss_cls: 2.9306, loss: 2.9306, grad_norm: 1.4003 2020-08-05 19:52:40,850 - mmaction - INFO - Epoch [114][540/940] lr: 2.366e-01, eta: 2 days, 16:45:16, time: 1.628, data_time: 0.009, memory: 9063, top1_acc: 0.3715, top5_acc: 0.6270, loss_cls: 2.8688, loss: 2.8688, grad_norm: 1.3471 2020-08-05 19:53:17,321 - mmaction - INFO - Epoch [114][560/940] lr: 2.366e-01, eta: 2 days, 16:44:45, time: 1.824, data_time: 0.003, memory: 9063, top1_acc: 0.3701, top5_acc: 0.6189, loss_cls: 2.8573, loss: 2.8573, grad_norm: 1.3491 2020-08-05 19:53:50,157 - mmaction - INFO - Epoch [114][580/940] lr: 2.366e-01, eta: 2 days, 16:44:06, time: 1.640, data_time: 0.005, memory: 9063, top1_acc: 0.3738, top5_acc: 0.6131, loss_cls: 2.8543, loss: 2.8543, grad_norm: 1.3619 2020-08-05 19:54:25,608 - mmaction - INFO - Epoch [114][600/940] lr: 2.366e-01, eta: 2 days, 16:43:32, time: 1.775, data_time: 0.005, memory: 9063, top1_acc: 0.3812, top5_acc: 0.6279, loss_cls: 2.8240, loss: 2.8240, grad_norm: 1.3808 2020-08-05 19:54:58,760 - mmaction - INFO - Epoch [114][620/940] lr: 2.366e-01, eta: 2 days, 16:42:54, time: 1.655, data_time: 0.004, memory: 9063, top1_acc: 0.3770, top5_acc: 0.6268, loss_cls: 2.8243, loss: 2.8243, grad_norm: 1.3645 2020-08-05 19:55:33,462 - mmaction - INFO - Epoch [114][640/940] lr: 2.366e-01, eta: 2 days, 16:42:19, time: 1.736, data_time: 0.005, memory: 9063, top1_acc: 0.3686, top5_acc: 0.6201, loss_cls: 2.8644, loss: 2.8644, grad_norm: 1.3944 2020-08-05 19:56:07,497 - mmaction - INFO - Epoch [114][660/940] lr: 2.366e-01, eta: 2 days, 16:41:42, time: 1.697, data_time: 0.005, memory: 9063, top1_acc: 0.3707, top5_acc: 0.6184, loss_cls: 2.8370, loss: 2.8370, grad_norm: 1.3865 2020-08-05 19:56:41,442 - mmaction - INFO - Epoch [114][680/940] lr: 2.366e-01, eta: 2 days, 16:41:05, time: 1.703, data_time: 0.008, memory: 9063, top1_acc: 0.3713, top5_acc: 0.6211, loss_cls: 2.8513, loss: 2.8513, grad_norm: 1.3828 2020-08-05 19:57:16,367 - mmaction - INFO - Epoch [114][700/940] lr: 2.366e-01, eta: 2 days, 16:40:30, time: 1.741, data_time: 0.004, memory: 9063, top1_acc: 0.3664, top5_acc: 0.6141, loss_cls: 2.8828, loss: 2.8828, grad_norm: 1.3782 2020-08-05 19:57:50,442 - mmaction - INFO - Epoch [114][720/940] lr: 2.366e-01, eta: 2 days, 16:39:54, time: 1.709, data_time: 0.008, memory: 9063, top1_acc: 0.3781, top5_acc: 0.6256, loss_cls: 2.8830, loss: 2.8830, grad_norm: 1.3679 2020-08-05 19:58:24,159 - mmaction - INFO - Epoch [114][740/940] lr: 2.366e-01, eta: 2 days, 16:39:17, time: 1.684, data_time: 0.007, memory: 9063, top1_acc: 0.3760, top5_acc: 0.6355, loss_cls: 2.7963, loss: 2.7963, grad_norm: 1.3535 2020-08-05 19:58:57,629 - mmaction - INFO - Epoch [114][760/940] lr: 2.366e-01, eta: 2 days, 16:38:39, time: 1.675, data_time: 0.007, memory: 9063, top1_acc: 0.3592, top5_acc: 0.6131, loss_cls: 2.8914, loss: 2.8914, grad_norm: 1.3631 2020-08-05 19:59:30,720 - mmaction - INFO - Epoch [114][780/940] lr: 2.366e-01, eta: 2 days, 16:38:00, time: 1.653, data_time: 0.005, memory: 9063, top1_acc: 0.3643, top5_acc: 0.6189, loss_cls: 2.8718, loss: 2.8718, grad_norm: 1.3605 2020-08-05 20:00:09,165 - mmaction - INFO - Epoch [114][800/940] lr: 2.366e-01, eta: 2 days, 16:37:33, time: 1.915, data_time: 0.008, memory: 9063, top1_acc: 0.3643, top5_acc: 0.6066, loss_cls: 2.9139, loss: 2.9139, grad_norm: 1.3390 2020-08-05 20:00:38,703 - mmaction - INFO - Epoch [114][820/940] lr: 2.366e-01, eta: 2 days, 16:36:46, time: 1.486, data_time: 0.020, memory: 9063, top1_acc: 0.3684, top5_acc: 0.6156, loss_cls: 2.8788, loss: 2.8788, grad_norm: 1.3649 2020-08-05 20:01:11,536 - mmaction - INFO - Epoch [114][840/940] lr: 2.366e-01, eta: 2 days, 16:36:07, time: 1.639, data_time: 0.006, memory: 9063, top1_acc: 0.3709, top5_acc: 0.6375, loss_cls: 2.8094, loss: 2.8094, grad_norm: 1.3588 2020-08-05 20:01:46,064 - mmaction - INFO - Epoch [114][860/940] lr: 2.366e-01, eta: 2 days, 16:35:32, time: 1.729, data_time: 0.007, memory: 9063, top1_acc: 0.3672, top5_acc: 0.6188, loss_cls: 2.8628, loss: 2.8628, grad_norm: 1.3586 2020-08-05 20:02:20,731 - mmaction - INFO - Epoch [114][880/940] lr: 2.366e-01, eta: 2 days, 16:34:56, time: 1.732, data_time: 0.007, memory: 9063, top1_acc: 0.3779, top5_acc: 0.6365, loss_cls: 2.7964, loss: 2.7964, grad_norm: 1.3672 2020-08-05 20:02:54,252 - mmaction - INFO - Epoch [114][900/940] lr: 2.366e-01, eta: 2 days, 16:34:18, time: 1.672, data_time: 0.006, memory: 9063, top1_acc: 0.3658, top5_acc: 0.6252, loss_cls: 2.8413, loss: 2.8413, grad_norm: 1.3927 2020-08-05 20:03:28,222 - mmaction - INFO - Epoch [114][920/940] lr: 2.366e-01, eta: 2 days, 16:33:42, time: 1.703, data_time: 0.009, memory: 9063, top1_acc: 0.3756, top5_acc: 0.6279, loss_cls: 2.8095, loss: 2.8095, grad_norm: 1.3344 2020-08-05 20:04:00,972 - mmaction - INFO - Epoch [114][940/940] lr: 2.366e-01, eta: 2 days, 16:33:02, time: 1.636, data_time: 0.005, memory: 9063, top1_acc: 0.3750, top5_acc: 0.6343, loss_cls: 2.8104, loss: 2.8104, grad_norm: 1.3754 2020-08-05 20:04:43,883 - mmaction - INFO - Epoch [115][20/940] lr: 2.342e-01, eta: 2 days, 16:32:45, time: 2.122, data_time: 0.597, memory: 9063, top1_acc: 0.3648, top5_acc: 0.6146, loss_cls: 2.8603, loss: 2.8603, grad_norm: 1.3553 2020-08-05 20:05:16,344 - mmaction - INFO - Epoch [115][40/940] lr: 2.342e-01, eta: 2 days, 16:32:05, time: 1.623, data_time: 0.006, memory: 9063, top1_acc: 0.3643, top5_acc: 0.6090, loss_cls: 2.8877, loss: 2.8877, grad_norm: 1.3653 2020-08-05 20:05:49,867 - mmaction - INFO - Epoch [115][60/940] lr: 2.342e-01, eta: 2 days, 16:31:27, time: 1.676, data_time: 0.006, memory: 9063, top1_acc: 0.3805, top5_acc: 0.6373, loss_cls: 2.8037, loss: 2.8037, grad_norm: 1.3625 2020-08-05 20:06:24,242 - mmaction - INFO - Epoch [115][80/940] lr: 2.342e-01, eta: 2 days, 16:30:51, time: 1.720, data_time: 0.007, memory: 9063, top1_acc: 0.3695, top5_acc: 0.6242, loss_cls: 2.8415, loss: 2.8415, grad_norm: 1.3993 2020-08-05 20:06:58,306 - mmaction - INFO - Epoch [115][100/940] lr: 2.342e-01, eta: 2 days, 16:30:14, time: 1.699, data_time: 0.007, memory: 9063, top1_acc: 0.3814, top5_acc: 0.6365, loss_cls: 2.7790, loss: 2.7790, grad_norm: 1.3691 2020-08-05 20:07:31,376 - mmaction - INFO - Epoch [115][120/940] lr: 2.342e-01, eta: 2 days, 16:29:36, time: 1.658, data_time: 0.007, memory: 9063, top1_acc: 0.3912, top5_acc: 0.6365, loss_cls: 2.7862, loss: 2.7862, grad_norm: 1.3534 2020-08-05 20:08:05,134 - mmaction - INFO - Epoch [115][140/940] lr: 2.342e-01, eta: 2 days, 16:28:58, time: 1.687, data_time: 0.004, memory: 9063, top1_acc: 0.3826, top5_acc: 0.6314, loss_cls: 2.7944, loss: 2.7944, grad_norm: 1.3458 2020-08-05 20:08:39,587 - mmaction - INFO - Epoch [115][160/940] lr: 2.342e-01, eta: 2 days, 16:28:23, time: 1.719, data_time: 0.003, memory: 9063, top1_acc: 0.3900, top5_acc: 0.6330, loss_cls: 2.7819, loss: 2.7819, grad_norm: 1.3511 2020-08-05 20:09:12,884 - mmaction - INFO - Epoch [115][180/940] lr: 2.342e-01, eta: 2 days, 16:27:44, time: 1.668, data_time: 0.007, memory: 9063, top1_acc: 0.3789, top5_acc: 0.6316, loss_cls: 2.8058, loss: 2.8058, grad_norm: 1.3856 2020-08-05 20:09:47,097 - mmaction - INFO - Epoch [115][200/940] lr: 2.342e-01, eta: 2 days, 16:27:08, time: 1.712, data_time: 0.006, memory: 9063, top1_acc: 0.3814, top5_acc: 0.6311, loss_cls: 2.8003, loss: 2.8003, grad_norm: 1.3552 2020-08-05 20:10:20,532 - mmaction - INFO - Epoch [115][220/940] lr: 2.342e-01, eta: 2 days, 16:26:30, time: 1.669, data_time: 0.007, memory: 9063, top1_acc: 0.3756, top5_acc: 0.6254, loss_cls: 2.8399, loss: 2.8399, grad_norm: 1.3919 2020-08-05 20:10:56,439 - mmaction - INFO - Epoch [115][240/940] lr: 2.342e-01, eta: 2 days, 16:25:58, time: 1.798, data_time: 0.007, memory: 9063, top1_acc: 0.3820, top5_acc: 0.6301, loss_cls: 2.8188, loss: 2.8188, grad_norm: 1.3787 2020-08-05 20:11:29,785 - mmaction - INFO - Epoch [115][260/940] lr: 2.342e-01, eta: 2 days, 16:25:20, time: 1.667, data_time: 0.002, memory: 9063, top1_acc: 0.3893, top5_acc: 0.6262, loss_cls: 2.8021, loss: 2.8021, grad_norm: 1.3387 2020-08-05 20:12:04,776 - mmaction - INFO - Epoch [115][280/940] lr: 2.342e-01, eta: 2 days, 16:24:45, time: 1.749, data_time: 0.005, memory: 9063, top1_acc: 0.3850, top5_acc: 0.6336, loss_cls: 2.7630, loss: 2.7630, grad_norm: 1.3649 2020-08-05 20:12:37,734 - mmaction - INFO - Epoch [115][300/940] lr: 2.342e-01, eta: 2 days, 16:24:06, time: 1.648, data_time: 0.003, memory: 9063, top1_acc: 0.3822, top5_acc: 0.6332, loss_cls: 2.7856, loss: 2.7856, grad_norm: 1.3485 2020-08-05 20:13:12,537 - mmaction - INFO - Epoch [115][320/940] lr: 2.342e-01, eta: 2 days, 16:23:32, time: 1.740, data_time: 0.004, memory: 9063, top1_acc: 0.3756, top5_acc: 0.6377, loss_cls: 2.7866, loss: 2.7866, grad_norm: 1.3815 2020-08-05 20:13:46,717 - mmaction - INFO - Epoch [115][340/940] lr: 2.342e-01, eta: 2 days, 16:22:55, time: 1.708, data_time: 0.005, memory: 9063, top1_acc: 0.3707, top5_acc: 0.6258, loss_cls: 2.8244, loss: 2.8244, grad_norm: 1.3648 2020-08-05 20:14:20,429 - mmaction - INFO - Epoch [115][360/940] lr: 2.342e-01, eta: 2 days, 16:22:18, time: 1.687, data_time: 0.006, memory: 9063, top1_acc: 0.3740, top5_acc: 0.6293, loss_cls: 2.8163, loss: 2.8163, grad_norm: 1.4045 2020-08-05 20:14:55,618 - mmaction - INFO - Epoch [115][380/940] lr: 2.342e-01, eta: 2 days, 16:21:44, time: 1.758, data_time: 0.006, memory: 9063, top1_acc: 0.3711, top5_acc: 0.6201, loss_cls: 2.8955, loss: 2.8955, grad_norm: 1.4152 2020-08-05 20:15:28,458 - mmaction - INFO - Epoch [115][400/940] lr: 2.342e-01, eta: 2 days, 16:21:05, time: 1.641, data_time: 0.005, memory: 9063, top1_acc: 0.3697, top5_acc: 0.6203, loss_cls: 2.8446, loss: 2.8446, grad_norm: 1.3520 2020-08-05 20:16:01,746 - mmaction - INFO - Epoch [115][420/940] lr: 2.342e-01, eta: 2 days, 16:20:26, time: 1.667, data_time: 0.008, memory: 9063, top1_acc: 0.3932, top5_acc: 0.6391, loss_cls: 2.7531, loss: 2.7531, grad_norm: 1.3676 2020-08-05 20:16:35,522 - mmaction - INFO - Epoch [115][440/940] lr: 2.342e-01, eta: 2 days, 16:19:49, time: 1.687, data_time: 0.005, memory: 9063, top1_acc: 0.3758, top5_acc: 0.6320, loss_cls: 2.8074, loss: 2.8074, grad_norm: 1.3843 2020-08-05 20:17:09,868 - mmaction - INFO - Epoch [115][460/940] lr: 2.342e-01, eta: 2 days, 16:19:13, time: 1.719, data_time: 0.008, memory: 9063, top1_acc: 0.3680, top5_acc: 0.6248, loss_cls: 2.8510, loss: 2.8510, grad_norm: 1.3850 2020-08-05 20:17:43,926 - mmaction - INFO - Epoch [115][480/940] lr: 2.342e-01, eta: 2 days, 16:18:37, time: 1.701, data_time: 0.007, memory: 9063, top1_acc: 0.3678, top5_acc: 0.6219, loss_cls: 2.8583, loss: 2.8583, grad_norm: 1.3912 2020-08-05 20:18:18,602 - mmaction - INFO - Epoch [115][500/940] lr: 2.342e-01, eta: 2 days, 16:18:02, time: 1.732, data_time: 0.006, memory: 9063, top1_acc: 0.3713, top5_acc: 0.6160, loss_cls: 2.8856, loss: 2.8856, grad_norm: 1.3823 2020-08-05 20:18:51,099 - mmaction - INFO - Epoch [115][520/940] lr: 2.342e-01, eta: 2 days, 16:17:22, time: 1.628, data_time: 0.009, memory: 9063, top1_acc: 0.3750, top5_acc: 0.6279, loss_cls: 2.8380, loss: 2.8380, grad_norm: 1.3593 2020-08-05 20:19:26,355 - mmaction - INFO - Epoch [115][540/940] lr: 2.342e-01, eta: 2 days, 16:16:48, time: 1.763, data_time: 0.004, memory: 9063, top1_acc: 0.3639, top5_acc: 0.6139, loss_cls: 2.8872, loss: 2.8872, grad_norm: 1.3919 2020-08-05 20:20:01,874 - mmaction - INFO - Epoch [115][560/940] lr: 2.342e-01, eta: 2 days, 16:16:15, time: 1.776, data_time: 0.007, memory: 9063, top1_acc: 0.3773, top5_acc: 0.6225, loss_cls: 2.8471, loss: 2.8471, grad_norm: 1.3526 2020-08-05 20:20:36,606 - mmaction - INFO - Epoch [115][580/940] lr: 2.342e-01, eta: 2 days, 16:15:40, time: 1.738, data_time: 0.004, memory: 9063, top1_acc: 0.3617, top5_acc: 0.6145, loss_cls: 2.9033, loss: 2.9033, grad_norm: 1.3659 2020-08-05 20:21:08,697 - mmaction - INFO - Epoch [115][600/940] lr: 2.342e-01, eta: 2 days, 16:14:59, time: 1.603, data_time: 0.004, memory: 9063, top1_acc: 0.3740, top5_acc: 0.6180, loss_cls: 2.8608, loss: 2.8608, grad_norm: 1.3579 2020-08-05 20:21:42,661 - mmaction - INFO - Epoch [115][620/940] lr: 2.342e-01, eta: 2 days, 16:14:22, time: 1.695, data_time: 0.007, memory: 9063, top1_acc: 0.3686, top5_acc: 0.6285, loss_cls: 2.8515, loss: 2.8515, grad_norm: 1.3715 2020-08-05 20:22:17,086 - mmaction - INFO - Epoch [115][640/940] lr: 2.342e-01, eta: 2 days, 16:13:46, time: 1.721, data_time: 0.008, memory: 9063, top1_acc: 0.3793, top5_acc: 0.6309, loss_cls: 2.8046, loss: 2.8046, grad_norm: 1.3615 2020-08-05 20:22:50,951 - mmaction - INFO - Epoch [115][660/940] lr: 2.342e-01, eta: 2 days, 16:13:09, time: 1.698, data_time: 0.008, memory: 9063, top1_acc: 0.3789, top5_acc: 0.6348, loss_cls: 2.8269, loss: 2.8269, grad_norm: 1.3979 2020-08-05 20:23:24,604 - mmaction - INFO - Epoch [115][680/940] lr: 2.342e-01, eta: 2 days, 16:12:32, time: 1.680, data_time: 0.005, memory: 9063, top1_acc: 0.3725, top5_acc: 0.6324, loss_cls: 2.8210, loss: 2.8210, grad_norm: 1.3874 2020-08-05 20:23:59,340 - mmaction - INFO - Epoch [115][700/940] lr: 2.342e-01, eta: 2 days, 16:11:57, time: 1.739, data_time: 0.006, memory: 9063, top1_acc: 0.3812, top5_acc: 0.6283, loss_cls: 2.8336, loss: 2.8336, grad_norm: 1.3546 2020-08-05 20:24:32,582 - mmaction - INFO - Epoch [115][720/940] lr: 2.342e-01, eta: 2 days, 16:11:18, time: 1.662, data_time: 0.007, memory: 9063, top1_acc: 0.3812, top5_acc: 0.6355, loss_cls: 2.8041, loss: 2.8041, grad_norm: 1.3651 2020-08-05 20:25:07,097 - mmaction - INFO - Epoch [115][740/940] lr: 2.342e-01, eta: 2 days, 16:10:43, time: 1.726, data_time: 0.005, memory: 9063, top1_acc: 0.3662, top5_acc: 0.6268, loss_cls: 2.8563, loss: 2.8563, grad_norm: 1.3676 2020-08-05 20:25:40,959 - mmaction - INFO - Epoch [115][760/940] lr: 2.342e-01, eta: 2 days, 16:10:06, time: 1.693, data_time: 0.005, memory: 9063, top1_acc: 0.3760, top5_acc: 0.6236, loss_cls: 2.8004, loss: 2.8004, grad_norm: 1.3613 2020-08-05 20:26:14,222 - mmaction - INFO - Epoch [115][780/940] lr: 2.342e-01, eta: 2 days, 16:09:28, time: 1.662, data_time: 0.005, memory: 9063, top1_acc: 0.3785, top5_acc: 0.6379, loss_cls: 2.7976, loss: 2.7976, grad_norm: 1.3822 2020-08-05 20:26:48,542 - mmaction - INFO - Epoch [115][800/940] lr: 2.342e-01, eta: 2 days, 16:08:52, time: 1.718, data_time: 0.006, memory: 9063, top1_acc: 0.3754, top5_acc: 0.6312, loss_cls: 2.8101, loss: 2.8101, grad_norm: 1.3823 2020-08-05 20:27:20,707 - mmaction - INFO - Epoch [115][820/940] lr: 2.342e-01, eta: 2 days, 16:08:11, time: 1.607, data_time: 0.002, memory: 9063, top1_acc: 0.3830, top5_acc: 0.6291, loss_cls: 2.8356, loss: 2.8356, grad_norm: 1.3897 2020-08-05 20:27:56,281 - mmaction - INFO - Epoch [115][840/940] lr: 2.342e-01, eta: 2 days, 16:07:38, time: 1.779, data_time: 0.007, memory: 9063, top1_acc: 0.3748, top5_acc: 0.6268, loss_cls: 2.8200, loss: 2.8200, grad_norm: 1.3663 2020-08-05 20:28:28,877 - mmaction - INFO - Epoch [115][860/940] lr: 2.342e-01, eta: 2 days, 16:06:58, time: 1.630, data_time: 0.004, memory: 9063, top1_acc: 0.3641, top5_acc: 0.6092, loss_cls: 2.8734, loss: 2.8734, grad_norm: 1.3827 2020-08-05 20:29:02,945 - mmaction - INFO - Epoch [115][880/940] lr: 2.342e-01, eta: 2 days, 16:06:22, time: 1.701, data_time: 0.005, memory: 9063, top1_acc: 0.3717, top5_acc: 0.6201, loss_cls: 2.8525, loss: 2.8525, grad_norm: 1.3573 2020-08-05 20:29:36,277 - mmaction - INFO - Epoch [115][900/940] lr: 2.342e-01, eta: 2 days, 16:05:44, time: 1.668, data_time: 0.006, memory: 9063, top1_acc: 0.3682, top5_acc: 0.6258, loss_cls: 2.8690, loss: 2.8690, grad_norm: 1.3632 2020-08-05 20:30:10,616 - mmaction - INFO - Epoch [115][920/940] lr: 2.342e-01, eta: 2 days, 16:05:08, time: 1.714, data_time: 0.005, memory: 9063, top1_acc: 0.3680, top5_acc: 0.6262, loss_cls: 2.8683, loss: 2.8683, grad_norm: 1.3773 2020-08-05 20:30:42,715 - mmaction - INFO - Epoch [115][940/940] lr: 2.342e-01, eta: 2 days, 16:04:27, time: 1.608, data_time: 0.008, memory: 9063, top1_acc: 0.3780, top5_acc: 0.6305, loss_cls: 2.8379, loss: 2.8379, grad_norm: 1.3587 2020-08-05 20:31:23,377 - mmaction - INFO - Epoch [116][20/940] lr: 2.318e-01, eta: 2 days, 16:04:05, time: 2.018, data_time: 0.505, memory: 9063, top1_acc: 0.3705, top5_acc: 0.6186, loss_cls: 2.8529, loss: 2.8529, grad_norm: 1.3955 2020-08-05 20:31:56,993 - mmaction - INFO - Epoch [116][40/940] lr: 2.318e-01, eta: 2 days, 16:03:27, time: 1.676, data_time: 0.006, memory: 9063, top1_acc: 0.3873, top5_acc: 0.6350, loss_cls: 2.7810, loss: 2.7810, grad_norm: 1.3490 2020-08-05 20:32:30,601 - mmaction - INFO - Epoch [116][60/940] lr: 2.318e-01, eta: 2 days, 16:02:50, time: 1.686, data_time: 0.008, memory: 9063, top1_acc: 0.3727, top5_acc: 0.6271, loss_cls: 2.8036, loss: 2.8036, grad_norm: 1.3742 2020-08-05 20:33:03,149 - mmaction - INFO - Epoch [116][80/940] lr: 2.318e-01, eta: 2 days, 16:02:10, time: 1.627, data_time: 0.002, memory: 9063, top1_acc: 0.3814, top5_acc: 0.6332, loss_cls: 2.7978, loss: 2.7978, grad_norm: 1.3681 2020-08-05 20:33:38,948 - mmaction - INFO - Epoch [116][100/940] lr: 2.318e-01, eta: 2 days, 16:01:37, time: 1.790, data_time: 0.002, memory: 9063, top1_acc: 0.3891, top5_acc: 0.6340, loss_cls: 2.7586, loss: 2.7586, grad_norm: 1.3813 2020-08-05 20:34:12,162 - mmaction - INFO - Epoch [116][120/940] lr: 2.318e-01, eta: 2 days, 16:00:59, time: 1.662, data_time: 0.006, memory: 9063, top1_acc: 0.3871, top5_acc: 0.6391, loss_cls: 2.7863, loss: 2.7863, grad_norm: 1.3716 2020-08-05 20:34:46,744 - mmaction - INFO - Epoch [116][140/940] lr: 2.318e-01, eta: 2 days, 16:00:23, time: 1.728, data_time: 0.001, memory: 9063, top1_acc: 0.3801, top5_acc: 0.6258, loss_cls: 2.8333, loss: 2.8333, grad_norm: 1.3751 2020-08-05 20:35:22,079 - mmaction - INFO - Epoch [116][160/940] lr: 2.318e-01, eta: 2 days, 15:59:50, time: 1.765, data_time: 0.009, memory: 9063, top1_acc: 0.3762, top5_acc: 0.6229, loss_cls: 2.8251, loss: 2.8251, grad_norm: 1.3944 2020-08-05 20:35:55,405 - mmaction - INFO - Epoch [116][180/940] lr: 2.318e-01, eta: 2 days, 15:59:11, time: 1.661, data_time: 0.004, memory: 9063, top1_acc: 0.3775, top5_acc: 0.6230, loss_cls: 2.8352, loss: 2.8352, grad_norm: 1.3774 2020-08-05 20:36:27,967 - mmaction - INFO - Epoch [116][200/940] lr: 2.318e-01, eta: 2 days, 15:58:32, time: 1.633, data_time: 0.012, memory: 9063, top1_acc: 0.3662, top5_acc: 0.6264, loss_cls: 2.8454, loss: 2.8454, grad_norm: 1.3799 2020-08-05 20:37:00,610 - mmaction - INFO - Epoch [116][220/940] lr: 2.318e-01, eta: 2 days, 15:57:52, time: 1.634, data_time: 0.008, memory: 9063, top1_acc: 0.3717, top5_acc: 0.6244, loss_cls: 2.8261, loss: 2.8261, grad_norm: 1.3522 2020-08-05 20:37:34,952 - mmaction - INFO - Epoch [116][240/940] lr: 2.318e-01, eta: 2 days, 15:57:16, time: 1.715, data_time: 0.008, memory: 9063, top1_acc: 0.3812, top5_acc: 0.6354, loss_cls: 2.7769, loss: 2.7769, grad_norm: 1.3483 2020-08-05 20:38:09,117 - mmaction - INFO - Epoch [116][260/940] lr: 2.318e-01, eta: 2 days, 15:56:40, time: 1.710, data_time: 0.006, memory: 9063, top1_acc: 0.3723, top5_acc: 0.6330, loss_cls: 2.8140, loss: 2.8140, grad_norm: 1.4128 2020-08-05 20:38:42,545 - mmaction - INFO - Epoch [116][280/940] lr: 2.318e-01, eta: 2 days, 15:56:02, time: 1.670, data_time: 0.006, memory: 9063, top1_acc: 0.3879, top5_acc: 0.6420, loss_cls: 2.7680, loss: 2.7680, grad_norm: 1.3780 2020-08-05 20:39:16,158 - mmaction - INFO - Epoch [116][300/940] lr: 2.318e-01, eta: 2 days, 15:55:25, time: 1.679, data_time: 0.007, memory: 9063, top1_acc: 0.3766, top5_acc: 0.6328, loss_cls: 2.8241, loss: 2.8241, grad_norm: 1.4013 2020-08-05 20:39:50,737 - mmaction - INFO - Epoch [116][320/940] lr: 2.318e-01, eta: 2 days, 15:54:50, time: 1.730, data_time: 0.006, memory: 9063, top1_acc: 0.3758, top5_acc: 0.6318, loss_cls: 2.8180, loss: 2.8180, grad_norm: 1.3692 2020-08-05 20:40:24,775 - mmaction - INFO - Epoch [116][340/940] lr: 2.318e-01, eta: 2 days, 15:54:13, time: 1.701, data_time: 0.008, memory: 9063, top1_acc: 0.3816, top5_acc: 0.6271, loss_cls: 2.8136, loss: 2.8136, grad_norm: 1.3729 2020-08-05 20:40:59,805 - mmaction - INFO - Epoch [116][360/940] lr: 2.318e-01, eta: 2 days, 15:53:39, time: 1.755, data_time: 0.007, memory: 9063, top1_acc: 0.3723, top5_acc: 0.6232, loss_cls: 2.8472, loss: 2.8472, grad_norm: 1.3871 2020-08-05 20:41:33,496 - mmaction - INFO - Epoch [116][380/940] lr: 2.318e-01, eta: 2 days, 15:53:01, time: 1.678, data_time: 0.007, memory: 9063, top1_acc: 0.3629, top5_acc: 0.6191, loss_cls: 2.8810, loss: 2.8810, grad_norm: 1.3791 2020-08-05 20:42:08,781 - mmaction - INFO - Epoch [116][400/940] lr: 2.318e-01, eta: 2 days, 15:52:28, time: 1.766, data_time: 0.009, memory: 9063, top1_acc: 0.3713, top5_acc: 0.6256, loss_cls: 2.8156, loss: 2.8156, grad_norm: 1.3809 2020-08-05 20:42:42,965 - mmaction - INFO - Epoch [116][420/940] lr: 2.318e-01, eta: 2 days, 15:51:52, time: 1.714, data_time: 0.008, memory: 9063, top1_acc: 0.3727, top5_acc: 0.6137, loss_cls: 2.8789, loss: 2.8789, grad_norm: 1.4024 2020-08-05 20:43:17,085 - mmaction - INFO - Epoch [116][440/940] lr: 2.318e-01, eta: 2 days, 15:51:15, time: 1.704, data_time: 0.007, memory: 9063, top1_acc: 0.3727, top5_acc: 0.6305, loss_cls: 2.8307, loss: 2.8307, grad_norm: 1.3693 2020-08-05 20:43:50,668 - mmaction - INFO - Epoch [116][460/940] lr: 2.318e-01, eta: 2 days, 15:50:38, time: 1.681, data_time: 0.006, memory: 9063, top1_acc: 0.3734, top5_acc: 0.6312, loss_cls: 2.8265, loss: 2.8265, grad_norm: 1.3651 2020-08-05 20:44:23,320 - mmaction - INFO - Epoch [116][480/940] lr: 2.318e-01, eta: 2 days, 15:49:58, time: 1.631, data_time: 0.006, memory: 9063, top1_acc: 0.3766, top5_acc: 0.6342, loss_cls: 2.8092, loss: 2.8092, grad_norm: 1.3637 2020-08-05 20:44:55,411 - mmaction - INFO - Epoch [116][500/940] lr: 2.318e-01, eta: 2 days, 15:49:17, time: 1.606, data_time: 0.007, memory: 9063, top1_acc: 0.3775, top5_acc: 0.6328, loss_cls: 2.7888, loss: 2.7888, grad_norm: 1.3902 2020-08-05 20:45:29,098 - mmaction - INFO - Epoch [116][520/940] lr: 2.318e-01, eta: 2 days, 15:48:40, time: 1.681, data_time: 0.005, memory: 9063, top1_acc: 0.3820, top5_acc: 0.6197, loss_cls: 2.8247, loss: 2.8247, grad_norm: 1.3710 2020-08-05 20:46:02,754 - mmaction - INFO - Epoch [116][540/940] lr: 2.318e-01, eta: 2 days, 15:48:03, time: 1.687, data_time: 0.007, memory: 9063, top1_acc: 0.3893, top5_acc: 0.6344, loss_cls: 2.7750, loss: 2.7750, grad_norm: 1.3947 2020-08-05 20:46:36,968 - mmaction - INFO - Epoch [116][560/940] lr: 2.318e-01, eta: 2 days, 15:47:27, time: 1.709, data_time: 0.005, memory: 9063, top1_acc: 0.3859, top5_acc: 0.6383, loss_cls: 2.7953, loss: 2.7953, grad_norm: 1.3796 2020-08-05 20:47:10,070 - mmaction - INFO - Epoch [116][580/940] lr: 2.318e-01, eta: 2 days, 15:46:48, time: 1.657, data_time: 0.006, memory: 9063, top1_acc: 0.3775, top5_acc: 0.6264, loss_cls: 2.8298, loss: 2.8298, grad_norm: 1.4029 2020-08-05 20:47:44,951 - mmaction - INFO - Epoch [116][600/940] lr: 2.318e-01, eta: 2 days, 15:46:14, time: 1.742, data_time: 0.005, memory: 9063, top1_acc: 0.3705, top5_acc: 0.6184, loss_cls: 2.8845, loss: 2.8845, grad_norm: 1.3789 2020-08-05 20:48:17,553 - mmaction - INFO - Epoch [116][620/940] lr: 2.318e-01, eta: 2 days, 15:45:34, time: 1.631, data_time: 0.006, memory: 9063, top1_acc: 0.3715, top5_acc: 0.6223, loss_cls: 2.8539, loss: 2.8539, grad_norm: 1.3596 2020-08-05 20:48:49,194 - mmaction - INFO - Epoch [116][640/940] lr: 2.318e-01, eta: 2 days, 15:44:52, time: 1.580, data_time: 0.005, memory: 9063, top1_acc: 0.3742, top5_acc: 0.6268, loss_cls: 2.8415, loss: 2.8415, grad_norm: 1.3511 2020-08-05 20:49:21,668 - mmaction - INFO - Epoch [116][660/940] lr: 2.318e-01, eta: 2 days, 15:44:12, time: 1.626, data_time: 0.005, memory: 9063, top1_acc: 0.3744, top5_acc: 0.6307, loss_cls: 2.7970, loss: 2.7970, grad_norm: 1.3758 2020-08-05 20:49:55,384 - mmaction - INFO - Epoch [116][680/940] lr: 2.318e-01, eta: 2 days, 15:43:35, time: 1.683, data_time: 0.005, memory: 9063, top1_acc: 0.3725, top5_acc: 0.6285, loss_cls: 2.8458, loss: 2.8458, grad_norm: 1.3996 2020-08-05 20:50:28,833 - mmaction - INFO - Epoch [116][700/940] lr: 2.318e-01, eta: 2 days, 15:42:57, time: 1.671, data_time: 0.007, memory: 9063, top1_acc: 0.3756, top5_acc: 0.6197, loss_cls: 2.8476, loss: 2.8476, grad_norm: 1.3874 2020-08-05 20:51:02,925 - mmaction - INFO - Epoch [116][720/940] lr: 2.318e-01, eta: 2 days, 15:42:21, time: 1.706, data_time: 0.009, memory: 9063, top1_acc: 0.3697, top5_acc: 0.6234, loss_cls: 2.8520, loss: 2.8520, grad_norm: 1.3558 2020-08-05 20:51:36,748 - mmaction - INFO - Epoch [116][740/940] lr: 2.318e-01, eta: 2 days, 15:41:44, time: 1.692, data_time: 0.007, memory: 9063, top1_acc: 0.3824, top5_acc: 0.6297, loss_cls: 2.8135, loss: 2.8135, grad_norm: 1.3814 2020-08-05 20:52:10,671 - mmaction - INFO - Epoch [116][760/940] lr: 2.318e-01, eta: 2 days, 15:41:07, time: 1.696, data_time: 0.007, memory: 9063, top1_acc: 0.3705, top5_acc: 0.6299, loss_cls: 2.7988, loss: 2.7988, grad_norm: 1.3476 2020-08-05 20:52:45,091 - mmaction - INFO - Epoch [116][780/940] lr: 2.318e-01, eta: 2 days, 15:40:32, time: 1.722, data_time: 0.006, memory: 9063, top1_acc: 0.3775, top5_acc: 0.6219, loss_cls: 2.8360, loss: 2.8360, grad_norm: 1.3851 2020-08-05 20:53:18,612 - mmaction - INFO - Epoch [116][800/940] lr: 2.318e-01, eta: 2 days, 15:39:54, time: 1.675, data_time: 0.006, memory: 9063, top1_acc: 0.3660, top5_acc: 0.6203, loss_cls: 2.8590, loss: 2.8590, grad_norm: 1.3448 2020-08-05 20:53:51,405 - mmaction - INFO - Epoch [116][820/940] lr: 2.318e-01, eta: 2 days, 15:39:15, time: 1.641, data_time: 0.005, memory: 9063, top1_acc: 0.3725, top5_acc: 0.6242, loss_cls: 2.8362, loss: 2.8362, grad_norm: 1.3556 2020-08-05 20:54:25,645 - mmaction - INFO - Epoch [116][840/940] lr: 2.318e-01, eta: 2 days, 15:38:39, time: 1.711, data_time: 0.008, memory: 9063, top1_acc: 0.3773, top5_acc: 0.6193, loss_cls: 2.8338, loss: 2.8338, grad_norm: 1.3667 2020-08-05 20:54:59,581 - mmaction - INFO - Epoch [116][860/940] lr: 2.318e-01, eta: 2 days, 15:38:02, time: 1.699, data_time: 0.005, memory: 9063, top1_acc: 0.3775, top5_acc: 0.6326, loss_cls: 2.7965, loss: 2.7965, grad_norm: 1.3593 2020-08-05 20:55:33,675 - mmaction - INFO - Epoch [116][880/940] lr: 2.318e-01, eta: 2 days, 15:37:26, time: 1.701, data_time: 0.004, memory: 9063, top1_acc: 0.3736, top5_acc: 0.6363, loss_cls: 2.7846, loss: 2.7846, grad_norm: 1.3874 2020-08-05 20:56:06,503 - mmaction - INFO - Epoch [116][900/940] lr: 2.318e-01, eta: 2 days, 15:36:47, time: 1.644, data_time: 0.006, memory: 9063, top1_acc: 0.3660, top5_acc: 0.6223, loss_cls: 2.8391, loss: 2.8391, grad_norm: 1.3673 2020-08-05 20:56:39,883 - mmaction - INFO - Epoch [116][920/940] lr: 2.318e-01, eta: 2 days, 15:36:09, time: 1.667, data_time: 0.007, memory: 9063, top1_acc: 0.3742, top5_acc: 0.6254, loss_cls: 2.8517, loss: 2.8517, grad_norm: 1.3819 2020-08-05 20:57:12,626 - mmaction - INFO - Epoch [116][940/940] lr: 2.318e-01, eta: 2 days, 15:35:30, time: 1.640, data_time: 0.007, memory: 9063, top1_acc: 0.3718, top5_acc: 0.6147, loss_cls: 2.8603, loss: 2.8603, grad_norm: 1.3841 2020-08-05 20:57:12,929 - mmaction - INFO - Saving checkpoint at 116 epochs 2020-08-05 20:57:50,525 - mmaction - INFO - Epoch [117][20/940] lr: 2.293e-01, eta: 2 days, 15:34:56, time: 1.757, data_time: 0.355, memory: 9063, top1_acc: 0.3723, top5_acc: 0.6344, loss_cls: 2.8114, loss: 2.8114, grad_norm: 1.3952 2020-08-05 20:58:21,159 - mmaction - INFO - Epoch [117][40/940] lr: 2.293e-01, eta: 2 days, 15:34:12, time: 1.530, data_time: 0.005, memory: 9063, top1_acc: 0.3801, top5_acc: 0.6283, loss_cls: 2.8090, loss: 2.8090, grad_norm: 1.3939 2020-08-05 20:58:54,966 - mmaction - INFO - Epoch [117][60/940] lr: 2.293e-01, eta: 2 days, 15:33:35, time: 1.688, data_time: 0.005, memory: 9063, top1_acc: 0.3803, top5_acc: 0.6277, loss_cls: 2.8135, loss: 2.8135, grad_norm: 1.3829 2020-08-05 20:59:29,385 - mmaction - INFO - Epoch [117][80/940] lr: 2.293e-01, eta: 2 days, 15:32:59, time: 1.723, data_time: 0.006, memory: 9063, top1_acc: 0.3760, top5_acc: 0.6350, loss_cls: 2.7830, loss: 2.7830, grad_norm: 1.3849 2020-08-05 21:00:09,759 - mmaction - INFO - Epoch [117][100/940] lr: 2.293e-01, eta: 2 days, 15:32:35, time: 1.993, data_time: 0.005, memory: 9063, top1_acc: 0.3775, top5_acc: 0.6264, loss_cls: 2.8225, loss: 2.8225, grad_norm: 1.3666 2020-08-05 21:00:38,844 - mmaction - INFO - Epoch [117][120/940] lr: 2.293e-01, eta: 2 days, 15:31:49, time: 1.481, data_time: 0.035, memory: 9063, top1_acc: 0.3932, top5_acc: 0.6352, loss_cls: 2.7537, loss: 2.7537, grad_norm: 1.4061 2020-08-05 21:01:10,913 - mmaction - INFO - Epoch [117][140/940] lr: 2.293e-01, eta: 2 days, 15:31:09, time: 1.604, data_time: 0.005, memory: 9063, top1_acc: 0.3857, top5_acc: 0.6289, loss_cls: 2.7911, loss: 2.7911, grad_norm: 1.4039 2020-08-05 21:01:44,801 - mmaction - INFO - Epoch [117][160/940] lr: 2.293e-01, eta: 2 days, 15:30:32, time: 1.692, data_time: 0.002, memory: 9063, top1_acc: 0.3816, top5_acc: 0.6246, loss_cls: 2.8285, loss: 2.8285, grad_norm: 1.3809 2020-08-05 21:02:16,069 - mmaction - INFO - Epoch [117][180/940] lr: 2.293e-01, eta: 2 days, 15:29:49, time: 1.565, data_time: 0.007, memory: 9063, top1_acc: 0.3838, top5_acc: 0.6357, loss_cls: 2.7821, loss: 2.7821, grad_norm: 1.3911 2020-08-05 21:02:49,297 - mmaction - INFO - Epoch [117][200/940] lr: 2.293e-01, eta: 2 days, 15:29:11, time: 1.661, data_time: 0.004, memory: 9063, top1_acc: 0.3912, top5_acc: 0.6395, loss_cls: 2.7537, loss: 2.7537, grad_norm: 1.3665 2020-08-05 21:03:23,878 - mmaction - INFO - Epoch [117][220/940] lr: 2.293e-01, eta: 2 days, 15:28:36, time: 1.729, data_time: 0.005, memory: 9063, top1_acc: 0.3852, top5_acc: 0.6404, loss_cls: 2.7633, loss: 2.7633, grad_norm: 1.3868 2020-08-05 21:03:58,777 - mmaction - INFO - Epoch [117][240/940] lr: 2.293e-01, eta: 2 days, 15:28:01, time: 1.744, data_time: 0.011, memory: 9063, top1_acc: 0.3740, top5_acc: 0.6332, loss_cls: 2.8160, loss: 2.8160, grad_norm: 1.4183 2020-08-05 21:04:31,619 - mmaction - INFO - Epoch [117][260/940] lr: 2.293e-01, eta: 2 days, 15:27:22, time: 1.643, data_time: 0.007, memory: 9063, top1_acc: 0.3773, top5_acc: 0.6270, loss_cls: 2.8182, loss: 2.8182, grad_norm: 1.3901 2020-08-05 21:05:05,443 - mmaction - INFO - Epoch [117][280/940] lr: 2.293e-01, eta: 2 days, 15:26:45, time: 1.688, data_time: 0.007, memory: 9063, top1_acc: 0.3816, top5_acc: 0.6205, loss_cls: 2.8642, loss: 2.8642, grad_norm: 1.3937 2020-08-05 21:05:39,832 - mmaction - INFO - Epoch [117][300/940] lr: 2.293e-01, eta: 2 days, 15:26:10, time: 1.724, data_time: 0.010, memory: 9063, top1_acc: 0.3678, top5_acc: 0.6291, loss_cls: 2.8138, loss: 2.8138, grad_norm: 1.3947 2020-08-05 21:06:12,407 - mmaction - INFO - Epoch [117][320/940] lr: 2.293e-01, eta: 2 days, 15:25:30, time: 1.627, data_time: 0.007, memory: 9063, top1_acc: 0.3758, top5_acc: 0.6236, loss_cls: 2.8365, loss: 2.8365, grad_norm: 1.4048 2020-08-05 21:06:47,304 - mmaction - INFO - Epoch [117][340/940] lr: 2.293e-01, eta: 2 days, 15:24:56, time: 1.746, data_time: 0.005, memory: 9063, top1_acc: 0.3836, top5_acc: 0.6359, loss_cls: 2.7759, loss: 2.7759, grad_norm: 1.3841 2020-08-05 21:07:20,902 - mmaction - INFO - Epoch [117][360/940] lr: 2.293e-01, eta: 2 days, 15:24:18, time: 1.675, data_time: 0.007, memory: 9063, top1_acc: 0.3732, top5_acc: 0.6275, loss_cls: 2.8259, loss: 2.8259, grad_norm: 1.3819 2020-08-05 21:07:54,509 - mmaction - INFO - Epoch [117][380/940] lr: 2.293e-01, eta: 2 days, 15:23:41, time: 1.685, data_time: 0.008, memory: 9063, top1_acc: 0.3807, top5_acc: 0.6189, loss_cls: 2.8350, loss: 2.8350, grad_norm: 1.3736 2020-08-05 21:08:28,361 - mmaction - INFO - Epoch [117][400/940] lr: 2.293e-01, eta: 2 days, 15:23:04, time: 1.689, data_time: 0.005, memory: 9063, top1_acc: 0.3727, top5_acc: 0.6209, loss_cls: 2.8505, loss: 2.8505, grad_norm: 1.3760 2020-08-05 21:09:01,652 - mmaction - INFO - Epoch [117][420/940] lr: 2.293e-01, eta: 2 days, 15:22:26, time: 1.666, data_time: 0.007, memory: 9063, top1_acc: 0.3762, top5_acc: 0.6283, loss_cls: 2.8271, loss: 2.8271, grad_norm: 1.3778 2020-08-05 21:09:35,435 - mmaction - INFO - Epoch [117][440/940] lr: 2.293e-01, eta: 2 days, 15:21:49, time: 1.691, data_time: 0.006, memory: 9063, top1_acc: 0.3752, top5_acc: 0.6338, loss_cls: 2.7936, loss: 2.7936, grad_norm: 1.3650 2020-08-05 21:10:10,461 - mmaction - INFO - Epoch [117][460/940] lr: 2.293e-01, eta: 2 days, 15:21:15, time: 1.752, data_time: 0.007, memory: 9063, top1_acc: 0.3750, top5_acc: 0.6246, loss_cls: 2.8327, loss: 2.8327, grad_norm: 1.3972 2020-08-05 21:10:45,526 - mmaction - INFO - Epoch [117][480/940] lr: 2.293e-01, eta: 2 days, 15:20:41, time: 1.749, data_time: 0.002, memory: 9063, top1_acc: 0.3732, top5_acc: 0.6248, loss_cls: 2.8209, loss: 2.8209, grad_norm: 1.3899 2020-08-05 21:11:18,999 - mmaction - INFO - Epoch [117][500/940] lr: 2.293e-01, eta: 2 days, 15:20:03, time: 1.677, data_time: 0.007, memory: 9063, top1_acc: 0.3801, top5_acc: 0.6271, loss_cls: 2.8121, loss: 2.8121, grad_norm: 1.3919 2020-08-05 21:11:51,228 - mmaction - INFO - Epoch [117][520/940] lr: 2.293e-01, eta: 2 days, 15:19:23, time: 1.610, data_time: 0.009, memory: 9063, top1_acc: 0.3736, top5_acc: 0.6305, loss_cls: 2.8353, loss: 2.8353, grad_norm: 1.3875 2020-08-05 21:12:26,016 - mmaction - INFO - Epoch [117][540/940] lr: 2.293e-01, eta: 2 days, 15:18:48, time: 1.742, data_time: 0.006, memory: 9063, top1_acc: 0.3867, top5_acc: 0.6363, loss_cls: 2.7765, loss: 2.7765, grad_norm: 1.4019 2020-08-05 21:12:58,182 - mmaction - INFO - Epoch [117][560/940] lr: 2.293e-01, eta: 2 days, 15:18:08, time: 1.606, data_time: 0.005, memory: 9063, top1_acc: 0.3832, top5_acc: 0.6225, loss_cls: 2.8351, loss: 2.8351, grad_norm: 1.4164 2020-08-05 21:13:31,916 - mmaction - INFO - Epoch [117][580/940] lr: 2.293e-01, eta: 2 days, 15:17:31, time: 1.689, data_time: 0.007, memory: 9063, top1_acc: 0.3715, top5_acc: 0.6344, loss_cls: 2.8029, loss: 2.8029, grad_norm: 1.3939 2020-08-05 21:14:05,847 - mmaction - INFO - Epoch [117][600/940] lr: 2.293e-01, eta: 2 days, 15:16:54, time: 1.694, data_time: 0.008, memory: 9063, top1_acc: 0.3666, top5_acc: 0.6221, loss_cls: 2.8618, loss: 2.8618, grad_norm: 1.4091 2020-08-05 21:14:38,504 - mmaction - INFO - Epoch [117][620/940] lr: 2.293e-01, eta: 2 days, 15:16:15, time: 1.634, data_time: 0.005, memory: 9063, top1_acc: 0.3879, top5_acc: 0.6346, loss_cls: 2.7714, loss: 2.7714, grad_norm: 1.3931 2020-08-05 21:15:10,259 - mmaction - INFO - Epoch [117][640/940] lr: 2.293e-01, eta: 2 days, 15:15:34, time: 1.588, data_time: 0.005, memory: 9063, top1_acc: 0.3746, top5_acc: 0.6305, loss_cls: 2.7981, loss: 2.7981, grad_norm: 1.3880 2020-08-05 21:15:42,072 - mmaction - INFO - Epoch [117][660/940] lr: 2.293e-01, eta: 2 days, 15:14:52, time: 1.591, data_time: 0.004, memory: 9063, top1_acc: 0.3746, top5_acc: 0.6383, loss_cls: 2.8133, loss: 2.8133, grad_norm: 1.4060 2020-08-05 21:16:16,850 - mmaction - INFO - Epoch [117][680/940] lr: 2.293e-01, eta: 2 days, 15:14:17, time: 1.732, data_time: 0.009, memory: 9063, top1_acc: 0.3684, top5_acc: 0.6188, loss_cls: 2.8565, loss: 2.8565, grad_norm: 1.3930 2020-08-05 21:16:49,781 - mmaction - INFO - Epoch [117][700/940] lr: 2.293e-01, eta: 2 days, 15:13:39, time: 1.653, data_time: 0.009, memory: 9063, top1_acc: 0.3643, top5_acc: 0.6215, loss_cls: 2.8882, loss: 2.8882, grad_norm: 1.3930 2020-08-05 21:17:22,785 - mmaction - INFO - Epoch [117][720/940] lr: 2.293e-01, eta: 2 days, 15:13:00, time: 1.648, data_time: 0.008, memory: 9063, top1_acc: 0.3752, top5_acc: 0.6250, loss_cls: 2.8400, loss: 2.8400, grad_norm: 1.3826 2020-08-05 21:17:57,107 - mmaction - INFO - Epoch [117][740/940] lr: 2.293e-01, eta: 2 days, 15:12:24, time: 1.718, data_time: 0.007, memory: 9063, top1_acc: 0.3857, top5_acc: 0.6334, loss_cls: 2.7868, loss: 2.7868, grad_norm: 1.3488 2020-08-05 21:18:30,784 - mmaction - INFO - Epoch [117][760/940] lr: 2.293e-01, eta: 2 days, 15:11:47, time: 1.678, data_time: 0.005, memory: 9063, top1_acc: 0.3756, top5_acc: 0.6330, loss_cls: 2.7838, loss: 2.7838, grad_norm: 1.3736 2020-08-05 21:19:04,004 - mmaction - INFO - Epoch [117][780/940] lr: 2.293e-01, eta: 2 days, 15:11:09, time: 1.665, data_time: 0.008, memory: 9063, top1_acc: 0.3721, top5_acc: 0.6207, loss_cls: 2.8428, loss: 2.8428, grad_norm: 1.3946 2020-08-05 21:19:37,447 - mmaction - INFO - Epoch [117][800/940] lr: 2.293e-01, eta: 2 days, 15:10:32, time: 1.673, data_time: 0.007, memory: 9063, top1_acc: 0.3793, top5_acc: 0.6252, loss_cls: 2.8482, loss: 2.8482, grad_norm: 1.4044 2020-08-05 21:20:11,067 - mmaction - INFO - Epoch [117][820/940] lr: 2.293e-01, eta: 2 days, 15:09:54, time: 1.681, data_time: 0.007, memory: 9063, top1_acc: 0.3705, top5_acc: 0.6166, loss_cls: 2.8535, loss: 2.8535, grad_norm: 1.3685 2020-08-05 21:20:45,802 - mmaction - INFO - Epoch [117][840/940] lr: 2.293e-01, eta: 2 days, 15:09:19, time: 1.737, data_time: 0.008, memory: 9063, top1_acc: 0.3826, top5_acc: 0.6355, loss_cls: 2.7945, loss: 2.7945, grad_norm: 1.4108 2020-08-05 21:21:20,219 - mmaction - INFO - Epoch [117][860/940] lr: 2.293e-01, eta: 2 days, 15:08:44, time: 1.719, data_time: 0.008, memory: 9063, top1_acc: 0.3701, top5_acc: 0.6215, loss_cls: 2.8422, loss: 2.8422, grad_norm: 1.3784 2020-08-05 21:21:53,437 - mmaction - INFO - Epoch [117][880/940] lr: 2.293e-01, eta: 2 days, 15:08:06, time: 1.663, data_time: 0.007, memory: 9063, top1_acc: 0.3758, top5_acc: 0.6271, loss_cls: 2.8554, loss: 2.8554, grad_norm: 1.3752 2020-08-05 21:22:25,243 - mmaction - INFO - Epoch [117][900/940] lr: 2.293e-01, eta: 2 days, 15:07:25, time: 1.590, data_time: 0.005, memory: 9063, top1_acc: 0.3709, top5_acc: 0.6324, loss_cls: 2.8042, loss: 2.8042, grad_norm: 1.4167 2020-08-05 21:22:59,188 - mmaction - INFO - Epoch [117][920/940] lr: 2.293e-01, eta: 2 days, 15:06:48, time: 1.697, data_time: 0.004, memory: 9063, top1_acc: 0.3902, top5_acc: 0.6295, loss_cls: 2.7834, loss: 2.7834, grad_norm: 1.3594 2020-08-05 21:23:31,912 - mmaction - INFO - Epoch [117][940/940] lr: 2.293e-01, eta: 2 days, 15:06:09, time: 1.636, data_time: 0.008, memory: 9063, top1_acc: 0.3774, top5_acc: 0.6167, loss_cls: 2.8452, loss: 2.8452, grad_norm: 1.3740 2020-08-06 21:28:01,206 - mmaction - INFO - Epoch [118][20/940] lr: 2.269e-01, eta: 6 days, 4:53:16, time: 70.937, data_time: 0.546, memory: 9063, top1_acc: 0.3852, top5_acc: 0.6350, loss_cls: 2.7788, loss: 2.7788, grad_norm: 1.4037 2020-08-06 21:28:27,532 - mmaction - INFO - Epoch [118][40/940] lr: 2.269e-01, eta: 6 days, 2:48:10, time: 1.318, data_time: 0.006, memory: 9063, top1_acc: 0.3758, top5_acc: 0.6207, loss_cls: 2.8437, loss: 2.8437, grad_norm: 1.3995 2020-08-06 21:28:54,102 - mmaction - INFO - Epoch [118][60/940] lr: 2.269e-01, eta: 6 days, 0:48:28, time: 1.327, data_time: 0.008, memory: 9063, top1_acc: 0.3854, top5_acc: 0.6406, loss_cls: 2.7707, loss: 2.7707, grad_norm: 1.3819 2020-08-06 21:29:23,177 - mmaction - INFO - Epoch [118][80/940] lr: 2.269e-01, eta: 5 days, 22:58:53, time: 1.455, data_time: 0.007, memory: 9063, top1_acc: 0.3797, top5_acc: 0.6316, loss_cls: 2.7963, loss: 2.7963, grad_norm: 1.4139 2020-08-06 21:29:53,535 - mmaction - INFO - Epoch [118][100/940] lr: 2.269e-01, eta: 5 days, 21:16:08, time: 1.518, data_time: 0.006, memory: 9063, top1_acc: 0.3762, top5_acc: 0.6258, loss_cls: 2.8360, loss: 2.8360, grad_norm: 1.3776 2020-08-06 21:30:25,515 - mmaction - INFO - Epoch [118][120/940] lr: 2.269e-01, eta: 5 days, 19:40:29, time: 1.597, data_time: 0.004, memory: 9063, top1_acc: 0.3777, top5_acc: 0.6328, loss_cls: 2.8311, loss: 2.8311, grad_norm: 1.3731 2020-08-06 21:30:57,119 - mmaction - INFO - Epoch [118][140/940] lr: 2.269e-01, eta: 5 days, 18:07:34, time: 1.577, data_time: 0.008, memory: 9063, top1_acc: 0.3779, top5_acc: 0.6236, loss_cls: 2.8395, loss: 2.8395, grad_norm: 1.3835 2020-08-06 21:31:30,908 - mmaction - INFO - Epoch [118][160/940] lr: 2.269e-01, eta: 5 days, 16:42:29, time: 1.691, data_time: 0.009, memory: 9063, top1_acc: 0.3719, top5_acc: 0.6203, loss_cls: 2.8714, loss: 2.8714, grad_norm: 1.3904 2020-08-06 21:32:02,207 - mmaction - INFO - Epoch [118][180/940] lr: 2.269e-01, eta: 5 days, 15:15:43, time: 1.569, data_time: 0.007, memory: 9063, top1_acc: 0.3824, top5_acc: 0.6320, loss_cls: 2.7953, loss: 2.7953, grad_norm: 1.3729 2020-08-06 21:32:34,180 - mmaction - INFO - Epoch [118][200/940] lr: 2.269e-01, eta: 5 days, 13:53:04, time: 1.598, data_time: 0.003, memory: 9063, top1_acc: 0.3762, top5_acc: 0.6314, loss_cls: 2.8018, loss: 2.8018, grad_norm: 1.4015 2020-08-06 21:33:06,420 - mmaction - INFO - Epoch [118][220/940] lr: 2.269e-01, eta: 5 days, 12:33:48, time: 1.613, data_time: 0.007, memory: 9063, top1_acc: 0.3725, top5_acc: 0.6262, loss_cls: 2.8311, loss: 2.8311, grad_norm: 1.3935 2020-08-06 21:33:37,434 - mmaction - INFO - Epoch [118][240/940] lr: 2.269e-01, eta: 5 days, 11:14:54, time: 1.550, data_time: 0.006, memory: 9063, top1_acc: 0.3812, top5_acc: 0.6254, loss_cls: 2.7984, loss: 2.7984, grad_norm: 1.3931 2020-08-06 21:34:10,263 - mmaction - INFO - Epoch [118][260/940] lr: 2.269e-01, eta: 5 days, 10:01:45, time: 1.637, data_time: 0.005, memory: 9063, top1_acc: 0.3783, top5_acc: 0.6236, loss_cls: 2.8090, loss: 2.8090, grad_norm: 1.4073 2020-08-06 21:34:42,347 - mmaction - INFO - Epoch [118][280/940] lr: 2.269e-01, eta: 5 days, 8:50:00, time: 1.609, data_time: 0.008, memory: 9063, top1_acc: 0.3811, top5_acc: 0.6295, loss_cls: 2.7960, loss: 2.7960, grad_norm: 1.3839 2020-08-06 21:35:14,484 - mmaction - INFO - Epoch [118][300/940] lr: 2.269e-01, eta: 5 days, 7:40:25, time: 1.606, data_time: 0.007, memory: 9063, top1_acc: 0.3965, top5_acc: 0.6490, loss_cls: 2.7228, loss: 2.7228, grad_norm: 1.3957 2020-08-06 21:35:45,731 - mmaction - INFO - Epoch [118][320/940] lr: 2.269e-01, eta: 5 days, 6:31:32, time: 1.562, data_time: 0.004, memory: 9063, top1_acc: 0.3773, top5_acc: 0.6258, loss_cls: 2.8512, loss: 2.8512, grad_norm: 1.3885 2020-08-06 21:36:18,658 - mmaction - INFO - Epoch [118][340/940] lr: 2.269e-01, eta: 5 days, 5:27:43, time: 1.648, data_time: 0.007, memory: 9063, top1_acc: 0.3891, top5_acc: 0.6426, loss_cls: 2.7775, loss: 2.7775, grad_norm: 1.3807 2020-08-06 21:36:49,992 - mmaction - INFO - Epoch [118][360/940] lr: 2.269e-01, eta: 5 days, 4:23:06, time: 1.567, data_time: 0.005, memory: 9063, top1_acc: 0.3711, top5_acc: 0.6211, loss_cls: 2.8562, loss: 2.8562, grad_norm: 1.3983 2020-08-06 21:37:21,826 - mmaction - INFO - Epoch [118][380/940] lr: 2.269e-01, eta: 5 days, 3:21:15, time: 1.591, data_time: 0.002, memory: 9063, top1_acc: 0.3809, top5_acc: 0.6363, loss_cls: 2.8004, loss: 2.8004, grad_norm: 1.4127 2020-08-06 21:37:54,469 - mmaction - INFO - Epoch [118][400/940] lr: 2.269e-01, eta: 5 days, 2:22:33, time: 1.632, data_time: 0.005, memory: 9063, top1_acc: 0.3807, top5_acc: 0.6197, loss_cls: 2.8603, loss: 2.8603, grad_norm: 1.3772 2020-08-06 21:38:25,006 - mmaction - INFO - Epoch [118][420/940] lr: 2.269e-01, eta: 5 days, 1:22:09, time: 1.525, data_time: 0.003, memory: 9063, top1_acc: 0.3885, top5_acc: 0.6355, loss_cls: 2.7635, loss: 2.7635, grad_norm: 1.3691 2020-08-06 21:38:56,735 - mmaction - INFO - Epoch [118][440/940] lr: 2.269e-01, eta: 5 days, 0:25:27, time: 1.588, data_time: 0.007, memory: 9063, top1_acc: 0.3750, top5_acc: 0.6338, loss_cls: 2.8193, loss: 2.8193, grad_norm: 1.4051 2020-08-06 21:39:27,670 - mmaction - INFO - Epoch [118][460/940] lr: 2.269e-01, eta: 4 days, 23:29:06, time: 1.547, data_time: 0.008, memory: 9063, top1_acc: 0.3742, top5_acc: 0.6357, loss_cls: 2.7902, loss: 2.7902, grad_norm: 1.3925 2020-08-06 21:39:59,741 - mmaction - INFO - Epoch [118][480/940] lr: 2.269e-01, eta: 4 days, 22:36:03, time: 1.604, data_time: 0.004, memory: 9063, top1_acc: 0.3889, top5_acc: 0.6330, loss_cls: 2.7680, loss: 2.7680, grad_norm: 1.3740 2020-08-06 21:40:31,761 - mmaction - INFO - Epoch [118][500/940] lr: 2.269e-01, eta: 4 days, 21:44:22, time: 1.601, data_time: 0.005, memory: 9063, top1_acc: 0.3840, top5_acc: 0.6365, loss_cls: 2.7902, loss: 2.7902, grad_norm: 1.3724 2020-08-06 21:41:02,907 - mmaction - INFO - Epoch [118][520/940] lr: 2.269e-01, eta: 4 days, 20:52:45, time: 1.556, data_time: 0.005, memory: 9063, top1_acc: 0.3857, top5_acc: 0.6225, loss_cls: 2.8152, loss: 2.8152, grad_norm: 1.3998 2020-08-06 21:41:33,616 - mmaction - INFO - Epoch [118][540/940] lr: 2.269e-01, eta: 4 days, 20:01:57, time: 1.537, data_time: 0.006, memory: 9063, top1_acc: 0.3791, top5_acc: 0.6350, loss_cls: 2.8251, loss: 2.8251, grad_norm: 1.3597 2020-08-06 21:42:05,056 - mmaction - INFO - Epoch [118][560/940] lr: 2.269e-01, eta: 4 days, 19:13:32, time: 1.572, data_time: 0.005, memory: 9063, top1_acc: 0.3754, top5_acc: 0.6273, loss_cls: 2.8330, loss: 2.8330, grad_norm: 1.4038 2020-08-06 21:42:36,920 - mmaction - INFO - Epoch [118][580/940] lr: 2.269e-01, eta: 4 days, 18:26:56, time: 1.592, data_time: 0.007, memory: 9063, top1_acc: 0.3859, top5_acc: 0.6428, loss_cls: 2.7823, loss: 2.7823, grad_norm: 1.4154 2020-08-06 21:43:08,533 - mmaction - INFO - Epoch [118][600/940] lr: 2.269e-01, eta: 4 days, 17:41:14, time: 1.582, data_time: 0.006, memory: 9063, top1_acc: 0.3742, top5_acc: 0.6281, loss_cls: 2.8228, loss: 2.8228, grad_norm: 1.3968 2020-08-06 21:43:39,669 - mmaction - INFO - Epoch [118][620/940] lr: 2.269e-01, eta: 4 days, 16:56:01, time: 1.557, data_time: 0.005, memory: 9063, top1_acc: 0.3734, top5_acc: 0.6328, loss_cls: 2.8095, loss: 2.8095, grad_norm: 1.3830 2020-08-06 21:44:10,636 - mmaction - INFO - Epoch [118][640/940] lr: 2.269e-01, eta: 4 days, 16:11:32, time: 1.543, data_time: 0.004, memory: 9063, top1_acc: 0.3680, top5_acc: 0.6201, loss_cls: 2.8536, loss: 2.8536, grad_norm: 1.3665 2020-08-06 21:44:41,777 - mmaction - INFO - Epoch [118][660/940] lr: 2.269e-01, eta: 4 days, 15:28:34, time: 1.559, data_time: 0.008, memory: 9063, top1_acc: 0.3705, top5_acc: 0.6230, loss_cls: 2.8445, loss: 2.8445, grad_norm: 1.3702 2020-08-06 21:45:13,240 - mmaction - INFO - Epoch [118][680/940] lr: 2.269e-01, eta: 4 days, 14:47:01, time: 1.572, data_time: 0.009, memory: 9063, top1_acc: 0.3756, top5_acc: 0.6326, loss_cls: 2.8080, loss: 2.8080, grad_norm: 1.3882 2020-08-06 21:45:43,356 - mmaction - INFO - Epoch [118][700/940] lr: 2.269e-01, eta: 4 days, 14:04:52, time: 1.511, data_time: 0.008, memory: 9063, top1_acc: 0.3770, top5_acc: 0.6189, loss_cls: 2.8379, loss: 2.8379, grad_norm: 1.3929 2020-08-06 21:46:14,092 - mmaction - INFO - Epoch [118][720/940] lr: 2.269e-01, eta: 4 days, 13:24:18, time: 1.533, data_time: 0.005, memory: 9063, top1_acc: 0.3727, top5_acc: 0.6361, loss_cls: 2.7888, loss: 2.7888, grad_norm: 1.4035 2020-08-06 21:46:45,515 - mmaction - INFO - Epoch [118][740/940] lr: 2.269e-01, eta: 4 days, 12:45:44, time: 1.574, data_time: 0.007, memory: 9063, top1_acc: 0.3840, top5_acc: 0.6252, loss_cls: 2.8274, loss: 2.8274, grad_norm: 1.4004 2020-08-06 21:47:15,009 - mmaction - INFO - Epoch [118][760/940] lr: 2.269e-01, eta: 4 days, 12:05:30, time: 1.473, data_time: 0.005, memory: 9063, top1_acc: 0.3727, top5_acc: 0.6246, loss_cls: 2.8559, loss: 2.8559, grad_norm: 1.3922 2020-08-06 21:47:45,392 - mmaction - INFO - Epoch [118][780/940] lr: 2.269e-01, eta: 4 days, 11:27:18, time: 1.518, data_time: 0.005, memory: 9063, top1_acc: 0.3809, top5_acc: 0.6354, loss_cls: 2.7919, loss: 2.7919, grad_norm: 1.3727 2020-08-06 21:48:18,156 - mmaction - INFO - Epoch [118][800/940] lr: 2.269e-01, eta: 4 days, 10:52:55, time: 1.636, data_time: 0.007, memory: 9063, top1_acc: 0.3928, top5_acc: 0.6369, loss_cls: 2.7623, loss: 2.7623, grad_norm: 1.3854 2020-08-06 21:48:49,231 - mmaction - INFO - Epoch [118][820/940] lr: 2.269e-01, eta: 4 days, 10:17:21, time: 1.556, data_time: 0.008, memory: 9063, top1_acc: 0.3855, top5_acc: 0.6275, loss_cls: 2.8111, loss: 2.8111, grad_norm: 1.3935 2020-08-06 21:49:18,931 - mmaction - INFO - Epoch [118][840/940] lr: 2.269e-01, eta: 4 days, 9:40:49, time: 1.485, data_time: 0.007, memory: 9063, top1_acc: 0.3852, top5_acc: 0.6348, loss_cls: 2.7927, loss: 2.7927, grad_norm: 1.3761 2020-08-06 21:49:49,896 - mmaction - INFO - Epoch [118][860/940] lr: 2.269e-01, eta: 4 days, 9:06:38, time: 1.549, data_time: 0.006, memory: 9063, top1_acc: 0.3781, top5_acc: 0.6232, loss_cls: 2.8263, loss: 2.8263, grad_norm: 1.3873 2020-08-06 21:50:21,076 - mmaction - INFO - Epoch [118][880/940] lr: 2.269e-01, eta: 4 days, 8:33:24, time: 1.558, data_time: 0.006, memory: 9063, top1_acc: 0.3762, top5_acc: 0.6334, loss_cls: 2.7892, loss: 2.7892, grad_norm: 1.3714 2020-08-06 21:50:52,362 - mmaction - INFO - Epoch [118][900/940] lr: 2.269e-01, eta: 4 days, 8:01:02, time: 1.564, data_time: 0.005, memory: 9063, top1_acc: 0.3809, top5_acc: 0.6363, loss_cls: 2.7897, loss: 2.7897, grad_norm: 1.3890 2020-08-06 21:51:22,961 - mmaction - INFO - Epoch [118][920/940] lr: 2.269e-01, eta: 4 days, 7:28:35, time: 1.531, data_time: 0.006, memory: 9063, top1_acc: 0.3789, top5_acc: 0.6285, loss_cls: 2.8343, loss: 2.8343, grad_norm: 1.3791 2020-08-06 21:51:52,561 - mmaction - INFO - Epoch [118][940/940] lr: 2.269e-01, eta: 4 days, 6:55:37, time: 1.479, data_time: 0.007, memory: 9063, top1_acc: 0.3711, top5_acc: 0.6230, loss_cls: 2.8760, loss: 2.8760, grad_norm: 1.3898 2020-08-06 22:10:47,270 - mmaction - INFO - Epoch [119][20/940] lr: 2.245e-01, eta: 5 days, 3:20:00, time: 56.707, data_time: 0.396, memory: 9063, top1_acc: 0.3895, top5_acc: 0.6361, loss_cls: 2.7748, loss: 2.7748, grad_norm: 1.3854 2020-08-06 22:11:13,610 - mmaction - INFO - Epoch [119][40/940] lr: 2.245e-01, eta: 5 days, 2:31:39, time: 1.326, data_time: 0.023, memory: 9063, top1_acc: 0.3779, top5_acc: 0.6312, loss_cls: 2.8071, loss: 2.8071, grad_norm: 1.3916 2020-08-06 22:11:40,189 - mmaction - INFO - Epoch [119][60/940] lr: 2.245e-01, eta: 5 days, 1:44:19, time: 1.328, data_time: 0.005, memory: 9063, top1_acc: 0.3818, top5_acc: 0.6352, loss_cls: 2.7778, loss: 2.7778, grad_norm: 1.4076 2020-08-06 22:12:07,472 - mmaction - INFO - Epoch [119][80/940] lr: 2.245e-01, eta: 5 days, 0:58:46, time: 1.365, data_time: 0.006, memory: 9063, top1_acc: 0.3906, top5_acc: 0.6410, loss_cls: 2.7471, loss: 2.7471, grad_norm: 1.3945 2020-08-06 22:12:35,331 - mmaction - INFO - Epoch [119][100/940] lr: 2.245e-01, eta: 5 days, 0:14:44, time: 1.393, data_time: 0.003, memory: 9063, top1_acc: 0.3857, top5_acc: 0.6404, loss_cls: 2.7501, loss: 2.7501, grad_norm: 1.3605 2020-08-06 22:13:05,059 - mmaction - INFO - Epoch [119][120/940] lr: 2.245e-01, eta: 4 days, 23:33:35, time: 1.486, data_time: 0.006, memory: 9063, top1_acc: 0.3879, top5_acc: 0.6379, loss_cls: 2.7681, loss: 2.7681, grad_norm: 1.3900 2020-08-06 22:13:34,458 - mmaction - INFO - Epoch [119][140/940] lr: 2.245e-01, eta: 4 days, 22:52:52, time: 1.468, data_time: 0.005, memory: 9063, top1_acc: 0.3822, top5_acc: 0.6285, loss_cls: 2.8221, loss: 2.8221, grad_norm: 1.4324 2020-08-06 22:14:04,554 - mmaction - INFO - Epoch [119][160/940] lr: 2.245e-01, eta: 4 days, 22:13:41, time: 1.504, data_time: 0.007, memory: 9063, top1_acc: 0.3961, top5_acc: 0.6371, loss_cls: 2.7543, loss: 2.7543, grad_norm: 1.3725 2020-08-06 22:14:34,683 - mmaction - INFO - Epoch [119][180/940] lr: 2.245e-01, eta: 4 days, 21:35:22, time: 1.510, data_time: 0.006, memory: 9063, top1_acc: 0.3838, top5_acc: 0.6332, loss_cls: 2.7824, loss: 2.7824, grad_norm: 1.3957 2020-08-06 22:15:04,953 - mmaction - INFO - Epoch [119][200/940] lr: 2.245e-01, eta: 4 days, 20:57:52, time: 1.513, data_time: 0.006, memory: 9063, top1_acc: 0.3848, top5_acc: 0.6328, loss_cls: 2.8132, loss: 2.8132, grad_norm: 1.4089 2020-08-06 22:15:35,588 - mmaction - INFO - Epoch [119][220/940] lr: 2.245e-01, eta: 4 days, 20:21:22, time: 1.529, data_time: 0.002, memory: 9063, top1_acc: 0.3803, top5_acc: 0.6275, loss_cls: 2.8154, loss: 2.8154, grad_norm: 1.3794 2020-08-06 22:16:06,561 - mmaction - INFO - Epoch [119][240/940] lr: 2.245e-01, eta: 4 days, 19:46:02, time: 1.552, data_time: 0.009, memory: 9063, top1_acc: 0.3723, top5_acc: 0.6289, loss_cls: 2.8085, loss: 2.8085, grad_norm: 1.4001 2020-08-06 22:16:36,437 - mmaction - INFO - Epoch [119][260/940] lr: 2.245e-01, eta: 4 days, 19:10:09, time: 1.493, data_time: 0.006, memory: 9063, top1_acc: 0.3781, top5_acc: 0.6266, loss_cls: 2.8223, loss: 2.8223, grad_norm: 1.3967 2020-08-06 22:17:07,519 - mmaction - INFO - Epoch [119][280/940] lr: 2.245e-01, eta: 4 days, 18:36:10, time: 1.555, data_time: 0.005, memory: 9063, top1_acc: 0.3771, top5_acc: 0.6336, loss_cls: 2.8019, loss: 2.8019, grad_norm: 1.3656 2020-08-06 22:17:39,117 - mmaction - INFO - Epoch [119][300/940] lr: 2.245e-01, eta: 4 days, 18:03:16, time: 1.578, data_time: 0.006, memory: 9063, top1_acc: 0.3941, top5_acc: 0.6375, loss_cls: 2.7525, loss: 2.7525, grad_norm: 1.3614 2020-08-06 22:18:09,405 - mmaction - INFO - Epoch [119][320/940] lr: 2.245e-01, eta: 4 days, 17:29:45, time: 1.517, data_time: 0.007, memory: 9063, top1_acc: 0.3781, top5_acc: 0.6338, loss_cls: 2.7956, loss: 2.7956, grad_norm: 1.4260 2020-08-06 22:18:40,796 - mmaction - INFO - Epoch [119][340/940] lr: 2.245e-01, eta: 4 days, 16:57:51, time: 1.569, data_time: 0.005, memory: 9063, top1_acc: 0.3805, top5_acc: 0.6346, loss_cls: 2.7972, loss: 2.7972, grad_norm: 1.4028 2020-08-06 22:19:11,330 - mmaction - INFO - Epoch [119][360/940] lr: 2.245e-01, eta: 4 days, 16:25:40, time: 1.526, data_time: 0.003, memory: 9063, top1_acc: 0.3588, top5_acc: 0.6129, loss_cls: 2.8937, loss: 2.8937, grad_norm: 1.4003 2020-08-06 22:19:41,607 - mmaction - INFO - Epoch [119][380/940] lr: 2.245e-01, eta: 4 days, 15:53:50, time: 1.514, data_time: 0.007, memory: 9063, top1_acc: 0.3707, top5_acc: 0.6256, loss_cls: 2.8438, loss: 2.8438, grad_norm: 1.3941 2020-08-06 22:20:12,084 - mmaction - INFO - Epoch [119][400/940] lr: 2.245e-01, eta: 4 days, 15:22:40, time: 1.521, data_time: 0.003, memory: 9063, top1_acc: 0.3824, top5_acc: 0.6281, loss_cls: 2.7883, loss: 2.7883, grad_norm: 1.3691 2020-08-06 22:20:42,757 - mmaction - INFO - Epoch [119][420/940] lr: 2.245e-01, eta: 4 days, 14:52:19, time: 1.536, data_time: 0.006, memory: 9063, top1_acc: 0.3826, top5_acc: 0.6404, loss_cls: 2.7681, loss: 2.7681, grad_norm: 1.3749 2020-08-06 22:21:14,179 - mmaction - INFO - Epoch [119][440/940] lr: 2.245e-01, eta: 4 days, 14:23:08, time: 1.571, data_time: 0.002, memory: 9063, top1_acc: 0.3854, top5_acc: 0.6324, loss_cls: 2.7772, loss: 2.7772, grad_norm: 1.3894 2020-08-06 22:21:44,331 - mmaction - INFO - Epoch [119][460/940] lr: 2.245e-01, eta: 4 days, 13:53:13, time: 1.505, data_time: 0.005, memory: 9063, top1_acc: 0.3750, top5_acc: 0.6273, loss_cls: 2.8120, loss: 2.8120, grad_norm: 1.4136 2020-08-06 22:22:15,184 - mmaction - INFO - Epoch [119][480/940] lr: 2.245e-01, eta: 4 days, 13:24:30, time: 1.543, data_time: 0.007, memory: 9063, top1_acc: 0.3852, top5_acc: 0.6232, loss_cls: 2.8156, loss: 2.8156, grad_norm: 1.4305 2020-08-06 22:22:46,702 - mmaction - INFO - Epoch [119][500/940] lr: 2.245e-01, eta: 4 days, 12:56:49, time: 1.574, data_time: 0.006, memory: 9063, top1_acc: 0.3820, top5_acc: 0.6314, loss_cls: 2.8100, loss: 2.8100, grad_norm: 1.3760 2020-08-06 22:23:16,569 - mmaction - INFO - Epoch [119][520/940] lr: 2.245e-01, eta: 4 days, 12:28:12, time: 1.497, data_time: 0.007, memory: 9063, top1_acc: 0.3801, top5_acc: 0.6246, loss_cls: 2.8468, loss: 2.8468, grad_norm: 1.3930 2020-08-06 22:23:48,569 - mmaction - INFO - Epoch [119][540/940] lr: 2.245e-01, eta: 4 days, 12:01:51, time: 1.599, data_time: 0.006, memory: 9063, top1_acc: 0.3766, top5_acc: 0.6174, loss_cls: 2.8794, loss: 2.8794, grad_norm: 1.3763 2020-08-06 22:24:19,137 - mmaction - INFO - Epoch [119][560/940] lr: 2.245e-01, eta: 4 days, 11:34:44, time: 1.530, data_time: 0.006, memory: 9063, top1_acc: 0.3871, top5_acc: 0.6305, loss_cls: 2.7798, loss: 2.7798, grad_norm: 1.4201 2020-08-06 22:24:49,831 - mmaction - INFO - Epoch [119][580/940] lr: 2.245e-01, eta: 4 days, 11:08:04, time: 1.532, data_time: 0.005, memory: 9063, top1_acc: 0.3826, top5_acc: 0.6254, loss_cls: 2.8032, loss: 2.8032, grad_norm: 1.3765 2020-08-06 22:25:21,091 - mmaction - INFO - Epoch [119][600/940] lr: 2.245e-01, eta: 4 days, 10:42:23, time: 1.564, data_time: 0.007, memory: 9063, top1_acc: 0.3844, top5_acc: 0.6277, loss_cls: 2.7961, loss: 2.7961, grad_norm: 1.3870 2020-08-06 22:25:51,851 - mmaction - INFO - Epoch [119][620/940] lr: 2.245e-01, eta: 4 days, 10:16:41, time: 1.540, data_time: 0.004, memory: 9063, top1_acc: 0.3732, top5_acc: 0.6238, loss_cls: 2.8283, loss: 2.8283, grad_norm: 1.3914 2020-08-06 22:26:22,062 - mmaction - INFO - Epoch [119][640/940] lr: 2.245e-01, eta: 4 days, 9:50:52, time: 1.509, data_time: 0.004, memory: 9063, top1_acc: 0.3826, top5_acc: 0.6301, loss_cls: 2.8101, loss: 2.8101, grad_norm: 1.3760 2020-08-06 22:26:53,618 - mmaction - INFO - Epoch [119][660/940] lr: 2.245e-01, eta: 4 days, 9:26:38, time: 1.580, data_time: 0.005, memory: 9063, top1_acc: 0.3738, top5_acc: 0.6254, loss_cls: 2.8086, loss: 2.8086, grad_norm: 1.3988 2020-08-06 22:27:24,404 - mmaction - INFO - Epoch [119][680/940] lr: 2.245e-01, eta: 4 days, 9:02:04, time: 1.538, data_time: 0.007, memory: 9063, top1_acc: 0.3750, top5_acc: 0.6332, loss_cls: 2.8098, loss: 2.8098, grad_norm: 1.4167 2020-08-06 22:27:54,730 - mmaction - INFO - Epoch [119][700/940] lr: 2.245e-01, eta: 4 days, 8:37:32, time: 1.517, data_time: 0.005, memory: 9063, top1_acc: 0.3646, top5_acc: 0.6158, loss_cls: 2.8655, loss: 2.8655, grad_norm: 1.4238 2020-08-06 22:28:25,486 - mmaction - INFO - Epoch [119][720/940] lr: 2.245e-01, eta: 4 days, 8:13:41, time: 1.537, data_time: 0.006, memory: 9063, top1_acc: 0.3732, top5_acc: 0.6221, loss_cls: 2.8688, loss: 2.8688, grad_norm: 1.4083 2020-08-06 22:28:55,701 - mmaction - INFO - Epoch [119][740/940] lr: 2.245e-01, eta: 4 days, 7:49:49, time: 1.513, data_time: 0.010, memory: 9063, top1_acc: 0.3711, top5_acc: 0.6268, loss_cls: 2.8241, loss: 2.8241, grad_norm: 1.3829 2020-08-06 22:29:26,151 - mmaction - INFO - Epoch [119][760/940] lr: 2.245e-01, eta: 4 days, 7:26:27, time: 1.522, data_time: 0.005, memory: 9063, top1_acc: 0.3682, top5_acc: 0.6209, loss_cls: 2.8781, loss: 2.8781, grad_norm: 1.3687 2020-08-06 22:29:55,715 - mmaction - INFO - Epoch [119][780/940] lr: 2.245e-01, eta: 4 days, 7:02:43, time: 1.478, data_time: 0.003, memory: 9063, top1_acc: 0.3756, top5_acc: 0.6229, loss_cls: 2.8565, loss: 2.8565, grad_norm: 1.4184 2020-08-06 22:30:25,754 - mmaction - INFO - Epoch [119][800/940] lr: 2.245e-01, eta: 4 days, 6:39:42, time: 1.501, data_time: 0.005, memory: 9063, top1_acc: 0.3668, top5_acc: 0.6141, loss_cls: 2.8711, loss: 2.8711, grad_norm: 1.3623 2020-08-06 22:30:57,256 - mmaction - INFO - Epoch [119][820/940] lr: 2.245e-01, eta: 4 days, 6:18:12, time: 1.576, data_time: 0.005, memory: 9063, top1_acc: 0.3842, top5_acc: 0.6312, loss_cls: 2.7962, loss: 2.7962, grad_norm: 1.3661 2020-08-06 22:31:28,658 - mmaction - INFO - Epoch [119][840/940] lr: 2.245e-01, eta: 4 days, 5:56:55, time: 1.570, data_time: 0.005, memory: 9063, top1_acc: 0.3619, top5_acc: 0.6234, loss_cls: 2.8646, loss: 2.8646, grad_norm: 1.3960 2020-08-06 22:31:58,787 - mmaction - INFO - Epoch [119][860/940] lr: 2.245e-01, eta: 4 days, 5:34:56, time: 1.506, data_time: 0.004, memory: 9063, top1_acc: 0.3871, top5_acc: 0.6422, loss_cls: 2.7807, loss: 2.7807, grad_norm: 1.3746 2020-08-06 22:32:29,626 - mmaction - INFO - Epoch [119][880/940] lr: 2.245e-01, eta: 4 days, 5:13:48, time: 1.541, data_time: 0.004, memory: 9063, top1_acc: 0.3850, top5_acc: 0.6326, loss_cls: 2.7833, loss: 2.7833, grad_norm: 1.3701 2020-08-06 22:33:00,076 - mmaction - INFO - Epoch [119][900/940] lr: 2.245e-01, eta: 4 days, 4:52:39, time: 1.520, data_time: 0.006, memory: 9063, top1_acc: 0.3801, top5_acc: 0.6398, loss_cls: 2.7740, loss: 2.7740, grad_norm: 1.4123 2020-08-06 22:33:30,914 - mmaction - INFO - Epoch [119][920/940] lr: 2.245e-01, eta: 4 days, 4:32:10, time: 1.545, data_time: 0.007, memory: 9063, top1_acc: 0.3773, top5_acc: 0.6277, loss_cls: 2.8338, loss: 2.8338, grad_norm: 1.3858 2020-08-06 22:34:00,289 - mmaction - INFO - Epoch [119][940/940] lr: 2.245e-01, eta: 4 days, 4:10:48, time: 1.468, data_time: 0.005, memory: 9063, top1_acc: 0.3770, top5_acc: 0.6323, loss_cls: 2.8226, loss: 2.8226, grad_norm: 1.4018 2020-08-06 23:06:38,543 - mmaction - INFO - Epoch [120][20/940] lr: 2.220e-01, eta: 5 days, 4:06:49, time: 97.883, data_time: 0.650, memory: 9063, top1_acc: 0.3740, top5_acc: 0.6236, loss_cls: 2.8466, loss: 2.8466, grad_norm: 1.4224 2020-08-06 23:07:04,858 - mmaction - INFO - Epoch [120][40/940] lr: 2.220e-01, eta: 5 days, 3:33:27, time: 1.323, data_time: 0.019, memory: 9063, top1_acc: 0.3861, top5_acc: 0.6453, loss_cls: 2.7818, loss: 2.7818, grad_norm: 1.3869 2020-08-06 23:07:31,685 - mmaction - INFO - Epoch [120][60/940] lr: 2.220e-01, eta: 5 days, 3:00:47, time: 1.340, data_time: 0.006, memory: 9063, top1_acc: 0.3902, top5_acc: 0.6387, loss_cls: 2.7330, loss: 2.7330, grad_norm: 1.4233 2020-08-06 23:07:58,281 - mmaction - INFO - Epoch [120][80/940] lr: 2.220e-01, eta: 5 days, 2:28:26, time: 1.332, data_time: 0.006, memory: 9063, top1_acc: 0.3816, top5_acc: 0.6408, loss_cls: 2.7677, loss: 2.7677, grad_norm: 1.4031 2020-08-06 23:08:26,116 - mmaction - INFO - Epoch [120][100/940] lr: 2.220e-01, eta: 5 days, 1:57:23, time: 1.390, data_time: 0.005, memory: 9063, top1_acc: 0.3812, top5_acc: 0.6266, loss_cls: 2.7808, loss: 2.7808, grad_norm: 1.3798 2020-08-06 23:08:55,747 - mmaction - INFO - Epoch [120][120/940] lr: 2.220e-01, eta: 5 days, 1:28:07, time: 1.483, data_time: 0.006, memory: 9063, top1_acc: 0.3963, top5_acc: 0.6502, loss_cls: 2.7357, loss: 2.7357, grad_norm: 1.4392 2020-08-06 23:17:59,686 - mmaction - INFO - Epoch [120][140/940] lr: 2.220e-01, eta: 5 days, 7:11:44, time: 27.197, data_time: 0.006, memory: 9063, top1_acc: 0.3812, top5_acc: 0.6342, loss_cls: 2.7813, loss: 2.7813, grad_norm: 1.4153 2020-08-06 23:35:15,165 - mmaction - INFO - Epoch [120][160/940] lr: 2.220e-01, eta: 5 days, 18:44:10, time: 51.771, data_time: 0.004, memory: 9063, top1_acc: 0.3697, top5_acc: 0.6197, loss_cls: 2.8359, loss: 2.8359, grad_norm: 1.4163 2020-08-06 23:35:41,424 - mmaction - INFO - Epoch [120][180/940] lr: 2.220e-01, eta: 5 days, 18:06:11, time: 1.316, data_time: 0.007, memory: 9063, top1_acc: 0.3840, top5_acc: 0.6365, loss_cls: 2.7742, loss: 2.7742, grad_norm: 1.3951 2020-08-06 23:36:08,134 - mmaction - INFO - Epoch [120][200/940] lr: 2.220e-01, eta: 5 days, 17:28:58, time: 1.334, data_time: 0.008, memory: 9063, top1_acc: 0.3883, top5_acc: 0.6312, loss_cls: 2.7736, loss: 2.7736, grad_norm: 1.3974 2020-08-06 23:36:35,121 - mmaction - INFO - Epoch [120][220/940] lr: 2.220e-01, eta: 5 days, 16:52:26, time: 1.349, data_time: 0.007, memory: 9063, top1_acc: 0.3854, top5_acc: 0.6406, loss_cls: 2.7656, loss: 2.7656, grad_norm: 1.4032 2020-08-06 23:37:02,827 - mmaction - INFO - Epoch [120][240/940] lr: 2.220e-01, eta: 5 days, 16:16:55, time: 1.387, data_time: 0.007, memory: 9063, top1_acc: 0.3727, top5_acc: 0.6312, loss_cls: 2.8098, loss: 2.8098, grad_norm: 1.4292 2020-08-06 23:37:31,172 - mmaction - INFO - Epoch [120][260/940] lr: 2.220e-01, eta: 5 days, 15:42:15, time: 1.416, data_time: 0.005, memory: 9063, top1_acc: 0.3805, top5_acc: 0.6312, loss_cls: 2.8004, loss: 2.8004, grad_norm: 1.4075 2020-08-06 23:38:01,340 - mmaction - INFO - Epoch [120][280/940] lr: 2.220e-01, eta: 5 days, 15:09:19, time: 1.510, data_time: 0.006, memory: 9063, top1_acc: 0.3879, top5_acc: 0.6361, loss_cls: 2.7902, loss: 2.7902, grad_norm: 1.3998 2020-08-06 23:38:31,246 - mmaction - INFO - Epoch [120][300/940] lr: 2.220e-01, eta: 5 days, 14:36:33, time: 1.491, data_time: 0.005, memory: 9063, top1_acc: 0.3715, top5_acc: 0.6205, loss_cls: 2.8668, loss: 2.8668, grad_norm: 1.3926 2020-08-06 23:39:01,224 - mmaction - INFO - Epoch [120][320/940] lr: 2.220e-01, eta: 5 days, 14:04:21, time: 1.503, data_time: 0.008, memory: 9063, top1_acc: 0.3781, top5_acc: 0.6309, loss_cls: 2.8042, loss: 2.8042, grad_norm: 1.3849 2020-08-06 23:39:31,363 - mmaction - INFO - Epoch [120][340/940] lr: 2.220e-01, eta: 5 days, 13:32:37, time: 1.507, data_time: 0.005, memory: 9063, top1_acc: 0.3881, top5_acc: 0.6363, loss_cls: 2.7593, loss: 2.7593, grad_norm: 1.3893 2020-08-06 23:40:01,144 - mmaction - INFO - Epoch [120][360/940] lr: 2.220e-01, eta: 5 days, 13:01:01, time: 1.489, data_time: 0.003, memory: 9063, top1_acc: 0.3801, top5_acc: 0.6418, loss_cls: 2.7859, loss: 2.7859, grad_norm: 1.4292 2020-08-06 23:40:31,598 - mmaction - INFO - Epoch [120][380/940] lr: 2.220e-01, eta: 5 days, 12:30:12, time: 1.517, data_time: 0.005, memory: 9063, top1_acc: 0.3771, top5_acc: 0.6367, loss_cls: 2.8282, loss: 2.8282, grad_norm: 1.4311 2020-08-06 23:41:01,897 - mmaction - INFO - Epoch [120][400/940] lr: 2.220e-01, eta: 5 days, 11:59:47, time: 1.520, data_time: 0.008, memory: 9063, top1_acc: 0.3809, top5_acc: 0.6172, loss_cls: 2.8475, loss: 2.8475, grad_norm: 1.3872 2020-08-06 23:41:32,493 - mmaction - INFO - Epoch [120][420/940] lr: 2.220e-01, eta: 5 days, 11:29:51, time: 1.527, data_time: 0.006, memory: 9063, top1_acc: 0.3793, top5_acc: 0.6258, loss_cls: 2.8302, loss: 2.8302, grad_norm: 1.3803 2020-08-06 23:42:02,196 - mmaction - INFO - Epoch [120][440/940] lr: 2.220e-01, eta: 5 days, 10:59:45, time: 1.489, data_time: 0.007, memory: 9063, top1_acc: 0.3850, top5_acc: 0.6322, loss_cls: 2.7960, loss: 2.7960, grad_norm: 1.3807 2020-08-06 23:42:33,747 - mmaction - INFO - Epoch [120][460/940] lr: 2.220e-01, eta: 5 days, 10:31:10, time: 1.576, data_time: 0.002, memory: 9063, top1_acc: 0.3936, top5_acc: 0.6471, loss_cls: 2.7400, loss: 2.7400, grad_norm: 1.3932 2020-08-06 23:43:04,908 - mmaction - INFO - Epoch [120][480/940] lr: 2.220e-01, eta: 5 days, 10:02:42, time: 1.558, data_time: 0.004, memory: 9063, top1_acc: 0.3934, top5_acc: 0.6381, loss_cls: 2.7367, loss: 2.7367, grad_norm: 1.4047 2020-08-06 23:43:34,745 - mmaction - INFO - Epoch [120][500/940] lr: 2.220e-01, eta: 5 days, 9:33:39, time: 1.489, data_time: 0.005, memory: 9063, top1_acc: 0.3836, top5_acc: 0.6330, loss_cls: 2.8002, loss: 2.8002, grad_norm: 1.4248 2020-08-06 23:44:04,597 - mmaction - INFO - Epoch [120][520/940] lr: 2.220e-01, eta: 5 days, 9:05:01, time: 1.493, data_time: 0.007, memory: 9063, top1_acc: 0.3699, top5_acc: 0.6207, loss_cls: 2.8280, loss: 2.8280, grad_norm: 1.4210 2020-08-06 23:44:34,374 - mmaction - INFO - Epoch [120][540/940] lr: 2.220e-01, eta: 5 days, 8:36:41, time: 1.491, data_time: 0.007, memory: 9063, top1_acc: 0.3953, top5_acc: 0.6449, loss_cls: 2.7380, loss: 2.7380, grad_norm: 1.3857 2020-08-06 23:45:05,962 - mmaction - INFO - Epoch [120][560/940] lr: 2.220e-01, eta: 5 days, 8:09:48, time: 1.579, data_time: 0.006, memory: 9063, top1_acc: 0.3725, top5_acc: 0.6193, loss_cls: 2.8621, loss: 2.8621, grad_norm: 1.4386 2020-08-06 23:45:37,222 - mmaction - INFO - Epoch [120][580/940] lr: 2.220e-01, eta: 5 days, 7:43:00, time: 1.563, data_time: 0.004, memory: 9063, top1_acc: 0.3695, top5_acc: 0.6195, loss_cls: 2.8566, loss: 2.8566, grad_norm: 1.4145 2020-08-06 23:46:08,201 - mmaction - INFO - Epoch [120][600/940] lr: 2.220e-01, eta: 5 days, 7:16:21, time: 1.549, data_time: 0.007, memory: 9063, top1_acc: 0.3760, top5_acc: 0.6295, loss_cls: 2.8290, loss: 2.8290, grad_norm: 1.3989 2020-08-06 23:46:37,340 - mmaction - INFO - Epoch [120][620/940] lr: 2.220e-01, eta: 5 days, 6:48:52, time: 1.457, data_time: 0.006, memory: 9063, top1_acc: 0.3762, top5_acc: 0.6279, loss_cls: 2.8259, loss: 2.8259, grad_norm: 1.3916 2020-08-06 23:47:08,015 - mmaction - INFO - Epoch [120][640/940] lr: 2.220e-01, eta: 5 days, 6:22:37, time: 1.532, data_time: 0.007, memory: 9063, top1_acc: 0.3846, top5_acc: 0.6232, loss_cls: 2.8242, loss: 2.8242, grad_norm: 1.3981 2020-08-06 23:47:38,551 - mmaction - INFO - Epoch [120][660/940] lr: 2.220e-01, eta: 5 days, 5:56:38, time: 1.529, data_time: 0.006, memory: 9063, top1_acc: 0.3725, top5_acc: 0.6215, loss_cls: 2.8717, loss: 2.8717, grad_norm: 1.4185 2020-08-06 23:48:09,654 - mmaction - INFO - Epoch [120][680/940] lr: 2.220e-01, eta: 5 days, 5:31:12, time: 1.552, data_time: 0.005, memory: 9063, top1_acc: 0.3641, top5_acc: 0.6193, loss_cls: 2.8389, loss: 2.8389, grad_norm: 1.4103 2020-08-06 23:48:40,812 - mmaction - INFO - Epoch [120][700/940] lr: 2.220e-01, eta: 5 days, 5:06:11, time: 1.561, data_time: 0.006, memory: 9063, top1_acc: 0.3729, top5_acc: 0.6266, loss_cls: 2.8470, loss: 2.8470, grad_norm: 1.3907 2020-08-06 23:49:11,434 - mmaction - INFO - Epoch [120][720/940] lr: 2.220e-01, eta: 5 days, 4:41:01, time: 1.527, data_time: 0.005, memory: 9063, top1_acc: 0.3865, top5_acc: 0.6373, loss_cls: 2.7583, loss: 2.7583, grad_norm: 1.3975 2020-08-06 23:49:42,769 - mmaction - INFO - Epoch [120][740/940] lr: 2.220e-01, eta: 5 days, 4:16:40, time: 1.571, data_time: 0.007, memory: 9063, top1_acc: 0.3727, top5_acc: 0.6330, loss_cls: 2.8146, loss: 2.8146, grad_norm: 1.3746 2020-08-06 23:50:12,871 - mmaction - INFO - Epoch [120][760/940] lr: 2.220e-01, eta: 5 days, 3:51:46, time: 1.503, data_time: 0.005, memory: 9063, top1_acc: 0.3826, top5_acc: 0.6309, loss_cls: 2.7844, loss: 2.7844, grad_norm: 1.3986 2020-08-06 23:50:43,661 - mmaction - INFO - Epoch [120][780/940] lr: 2.220e-01, eta: 5 days, 3:27:36, time: 1.542, data_time: 0.006, memory: 9063, top1_acc: 0.3840, top5_acc: 0.6387, loss_cls: 2.7599, loss: 2.7599, grad_norm: 1.3675 2020-08-06 23:51:14,307 - mmaction - INFO - Epoch [120][800/940] lr: 2.220e-01, eta: 5 days, 3:03:33, time: 1.531, data_time: 0.004, memory: 9063, top1_acc: 0.3900, top5_acc: 0.6303, loss_cls: 2.7611, loss: 2.7611, grad_norm: 1.4082 2020-08-06 23:51:45,846 - mmaction - INFO - Epoch [120][820/940] lr: 2.220e-01, eta: 5 days, 2:40:18, time: 1.575, data_time: 0.005, memory: 9063, top1_acc: 0.3861, top5_acc: 0.6439, loss_cls: 2.7762, loss: 2.7762, grad_norm: 1.4083 2020-08-06 23:52:14,868 - mmaction - INFO - Epoch [120][840/940] lr: 2.220e-01, eta: 5 days, 2:15:53, time: 1.454, data_time: 0.009, memory: 9063, top1_acc: 0.3686, top5_acc: 0.6225, loss_cls: 2.8500, loss: 2.8500, grad_norm: 1.4109 2020-08-06 23:52:45,572 - mmaction - INFO - Epoch [120][860/940] lr: 2.220e-01, eta: 5 days, 1:52:40, time: 1.536, data_time: 0.006, memory: 9063, top1_acc: 0.3748, top5_acc: 0.6293, loss_cls: 2.8335, loss: 2.8335, grad_norm: 1.4089 2020-08-06 23:53:16,379 - mmaction - INFO - Epoch [120][880/940] lr: 2.220e-01, eta: 5 days, 1:29:45, time: 1.540, data_time: 0.002, memory: 9063, top1_acc: 0.3795, top5_acc: 0.6324, loss_cls: 2.7936, loss: 2.7936, grad_norm: 1.4324 2020-08-06 23:53:46,416 - mmaction - INFO - Epoch [120][900/940] lr: 2.220e-01, eta: 5 days, 1:06:36, time: 1.500, data_time: 0.006, memory: 9063, top1_acc: 0.3701, top5_acc: 0.6258, loss_cls: 2.8394, loss: 2.8394, grad_norm: 1.3987 2020-08-06 23:54:16,194 - mmaction - INFO - Epoch [120][920/940] lr: 2.220e-01, eta: 5 days, 0:43:35, time: 1.489, data_time: 0.007, memory: 9063, top1_acc: 0.3729, top5_acc: 0.6219, loss_cls: 2.8303, loss: 2.8303, grad_norm: 1.3916 2020-08-07 00:20:43,854 - mmaction - INFO - Epoch [120][940/940] lr: 2.220e-01, eta: 5 days, 15:03:29, time: 79.372, data_time: 0.006, memory: 9063, top1_acc: 0.3778, top5_acc: 0.6388, loss_cls: 2.7868, loss: 2.7868, grad_norm: 1.4002 2020-08-07 00:20:44,269 - mmaction - INFO - Saving checkpoint at 120 epochs 2020-08-07 00:57:10,527 - mmaction - INFO - Epoch [121][20/940] lr: 2.196e-01, eta: 6 days, 10:50:37, time: 109.238, data_time: 0.476, memory: 9063, top1_acc: 0.3920, top5_acc: 0.6439, loss_cls: 2.7148, loss: 2.7148, grad_norm: 1.3894 2020-08-07 00:57:36,873 - mmaction - INFO - Epoch [121][40/940] lr: 2.196e-01, eta: 6 days, 10:15:02, time: 1.316, data_time: 0.004, memory: 9063, top1_acc: 0.3902, top5_acc: 0.6445, loss_cls: 2.7499, loss: 2.7499, grad_norm: 1.4237 2020-08-07 00:58:03,656 - mmaction - INFO - Epoch [121][60/940] lr: 2.196e-01, eta: 6 days, 9:40:05, time: 1.340, data_time: 0.009, memory: 9063, top1_acc: 0.3658, top5_acc: 0.6283, loss_cls: 2.8407, loss: 2.8407, grad_norm: 1.4152 2020-08-07 00:58:31,874 - mmaction - INFO - Epoch [121][80/940] lr: 2.196e-01, eta: 6 days, 9:06:17, time: 1.412, data_time: 0.006, memory: 9063, top1_acc: 0.3811, top5_acc: 0.6363, loss_cls: 2.7880, loss: 2.7880, grad_norm: 1.3926 2020-08-07 00:58:59,989 - mmaction - INFO - Epoch [121][100/940] lr: 2.196e-01, eta: 6 days, 8:32:46, time: 1.406, data_time: 0.006, memory: 9063, top1_acc: 0.3896, top5_acc: 0.6449, loss_cls: 2.7162, loss: 2.7162, grad_norm: 1.3925 2020-08-07 00:59:28,790 - mmaction - INFO - Epoch [121][120/940] lr: 2.196e-01, eta: 6 days, 7:59:58, time: 1.440, data_time: 0.002, memory: 9063, top1_acc: 0.3857, top5_acc: 0.6416, loss_cls: 2.7468, loss: 2.7468, grad_norm: 1.3804 2020-08-07 00:59:59,163 - mmaction - INFO - Epoch [121][140/940] lr: 2.196e-01, eta: 6 days, 7:28:21, time: 1.519, data_time: 0.008, memory: 9063, top1_acc: 0.3811, top5_acc: 0.6348, loss_cls: 2.7827, loss: 2.7827, grad_norm: 1.4238 2020-08-07 01:00:32,030 - mmaction - INFO - Epoch [121][160/940] lr: 2.196e-01, eta: 6 days, 6:58:20, time: 1.636, data_time: 0.004, memory: 9063, top1_acc: 0.3789, top5_acc: 0.6383, loss_cls: 2.7959, loss: 2.7959, grad_norm: 1.3848 2020-08-07 01:01:01,712 - mmaction - INFO - Epoch [121][180/940] lr: 2.196e-01, eta: 6 days, 6:27:03, time: 1.491, data_time: 0.017, memory: 9063, top1_acc: 0.3930, top5_acc: 0.6451, loss_cls: 2.7284, loss: 2.7284, grad_norm: 1.4013 2020-08-07 01:01:32,052 - mmaction - INFO - Epoch [121][200/940] lr: 2.196e-01, eta: 6 days, 5:56:21, time: 1.517, data_time: 0.002, memory: 9063, top1_acc: 0.3768, top5_acc: 0.6211, loss_cls: 2.8167, loss: 2.8167, grad_norm: 1.4079 2020-08-07 01:02:01,870 - mmaction - INFO - Epoch [121][220/940] lr: 2.196e-01, eta: 6 days, 5:25:40, time: 1.491, data_time: 0.005, memory: 9063, top1_acc: 0.3865, top5_acc: 0.6301, loss_cls: 2.8029, loss: 2.8029, grad_norm: 1.3875 2020-08-07 01:02:33,484 - mmaction - INFO - Epoch [121][240/940] lr: 2.196e-01, eta: 6 days, 4:56:15, time: 1.581, data_time: 0.002, memory: 9063, top1_acc: 0.3771, top5_acc: 0.6264, loss_cls: 2.8260, loss: 2.8260, grad_norm: 1.4098 2020-08-07 01:03:04,486 - mmaction - INFO - Epoch [121][260/940] lr: 2.196e-01, eta: 6 days, 4:26:45, time: 1.546, data_time: 0.005, memory: 9063, top1_acc: 0.3898, top5_acc: 0.6453, loss_cls: 2.7507, loss: 2.7507, grad_norm: 1.4179 2020-08-07 01:03:35,391 - mmaction - INFO - Epoch [121][280/940] lr: 2.196e-01, eta: 6 days, 3:57:34, time: 1.548, data_time: 0.006, memory: 9063, top1_acc: 0.3953, top5_acc: 0.6457, loss_cls: 2.7622, loss: 2.7622, grad_norm: 1.4320 2020-08-07 01:04:05,217 - mmaction - INFO - Epoch [121][300/940] lr: 2.196e-01, eta: 6 days, 3:28:05, time: 1.493, data_time: 0.005, memory: 9063, top1_acc: 0.3764, top5_acc: 0.6316, loss_cls: 2.8261, loss: 2.8261, grad_norm: 1.4285 2020-08-07 01:04:35,726 - mmaction - INFO - Epoch [121][320/940] lr: 2.196e-01, eta: 6 days, 2:59:13, time: 1.526, data_time: 0.005, memory: 9063, top1_acc: 0.3803, top5_acc: 0.6209, loss_cls: 2.8613, loss: 2.8613, grad_norm: 1.4310 2020-08-07 01:05:07,560 - mmaction - INFO - Epoch [121][340/940] lr: 2.196e-01, eta: 6 days, 2:31:19, time: 1.591, data_time: 0.005, memory: 9063, top1_acc: 0.3768, top5_acc: 0.6334, loss_cls: 2.8111, loss: 2.8111, grad_norm: 1.4073 2020-08-07 01:05:38,347 - mmaction - INFO - Epoch [121][360/940] lr: 2.196e-01, eta: 6 days, 2:03:09, time: 1.540, data_time: 0.004, memory: 9063, top1_acc: 0.3674, top5_acc: 0.6225, loss_cls: 2.8661, loss: 2.8661, grad_norm: 1.4468 2020-08-07 01:06:09,782 - mmaction - INFO - Epoch [121][380/940] lr: 2.196e-01, eta: 6 days, 1:35:34, time: 1.572, data_time: 0.005, memory: 9063, top1_acc: 0.3760, top5_acc: 0.6268, loss_cls: 2.8205, loss: 2.8205, grad_norm: 1.4299 2020-08-07 01:06:40,118 - mmaction - INFO - Epoch [121][400/940] lr: 2.196e-01, eta: 6 days, 1:07:40, time: 1.513, data_time: 0.002, memory: 9063, top1_acc: 0.3914, top5_acc: 0.6320, loss_cls: 2.7589, loss: 2.7589, grad_norm: 1.3938 2020-08-07 01:32:10,995 - mmaction - INFO - Epoch [121][420/940] lr: 2.196e-01, eta: 6 days, 13:22:25, time: 76.546, data_time: 0.009, memory: 9063, top1_acc: 0.3766, top5_acc: 0.6352, loss_cls: 2.7962, loss: 2.7962, grad_norm: 1.4337 2020-08-07 01:32:37,430 - mmaction - INFO - Epoch [121][440/940] lr: 2.196e-01, eta: 6 days, 12:49:21, time: 1.323, data_time: 0.006, memory: 9063, top1_acc: 0.3865, top5_acc: 0.6281, loss_cls: 2.7995, loss: 2.7995, grad_norm: 1.3995 2020-08-07 01:33:04,318 - mmaction - INFO - Epoch [121][460/940] lr: 2.196e-01, eta: 6 days, 12:16:50, time: 1.345, data_time: 0.007, memory: 9063, top1_acc: 0.3742, top5_acc: 0.6291, loss_cls: 2.8331, loss: 2.8331, grad_norm: 1.4045 2020-08-07 01:33:32,820 - mmaction - INFO - Epoch [121][480/940] lr: 2.196e-01, eta: 6 days, 11:45:23, time: 1.423, data_time: 0.006, memory: 9063, top1_acc: 0.3844, top5_acc: 0.6408, loss_cls: 2.7412, loss: 2.7412, grad_norm: 1.3960 2020-08-07 01:34:01,826 - mmaction - INFO - Epoch [121][500/940] lr: 2.196e-01, eta: 6 days, 11:14:31, time: 1.452, data_time: 0.005, memory: 9063, top1_acc: 0.3766, top5_acc: 0.6336, loss_cls: 2.7885, loss: 2.7885, grad_norm: 1.4277 2020-08-07 01:34:31,023 - mmaction - INFO - Epoch [121][520/940] lr: 2.196e-01, eta: 6 days, 10:44:01, time: 1.461, data_time: 0.006, memory: 9063, top1_acc: 0.3689, top5_acc: 0.6314, loss_cls: 2.8312, loss: 2.8312, grad_norm: 1.4343 2020-08-07 01:35:01,572 - mmaction - INFO - Epoch [121][540/940] lr: 2.196e-01, eta: 6 days, 10:14:27, time: 1.527, data_time: 0.002, memory: 9063, top1_acc: 0.3773, top5_acc: 0.6311, loss_cls: 2.8325, loss: 2.8325, grad_norm: 1.4111 2020-08-07 01:35:32,204 - mmaction - INFO - Epoch [121][560/940] lr: 2.196e-01, eta: 6 days, 9:45:12, time: 1.532, data_time: 0.008, memory: 9063, top1_acc: 0.3873, top5_acc: 0.6408, loss_cls: 2.7558, loss: 2.7558, grad_norm: 1.3949 2020-08-07 01:36:03,070 - mmaction - INFO - Epoch [121][580/940] lr: 2.196e-01, eta: 6 days, 9:16:20, time: 1.544, data_time: 0.007, memory: 9063, top1_acc: 0.3744, top5_acc: 0.6207, loss_cls: 2.8503, loss: 2.8503, grad_norm: 1.4197 2020-08-07 01:36:34,073 - mmaction - INFO - Epoch [121][600/940] lr: 2.196e-01, eta: 6 days, 8:47:47, time: 1.550, data_time: 0.005, memory: 9063, top1_acc: 0.3838, top5_acc: 0.6363, loss_cls: 2.7900, loss: 2.7900, grad_norm: 1.4084 2020-08-07 01:37:04,869 - mmaction - INFO - Epoch [121][620/940] lr: 2.196e-01, eta: 6 days, 8:19:24, time: 1.540, data_time: 0.002, memory: 9063, top1_acc: 0.3623, top5_acc: 0.6066, loss_cls: 2.9151, loss: 2.9151, grad_norm: 1.4073 2020-08-07 01:37:36,583 - mmaction - INFO - Epoch [121][640/940] lr: 2.196e-01, eta: 6 days, 7:51:42, time: 1.586, data_time: 0.005, memory: 9063, top1_acc: 0.3871, top5_acc: 0.6385, loss_cls: 2.7541, loss: 2.7541, grad_norm: 1.3960 2020-08-07 01:38:09,305 - mmaction - INFO - Epoch [121][660/940] lr: 2.196e-01, eta: 6 days, 7:24:43, time: 1.633, data_time: 0.004, memory: 9063, top1_acc: 0.3715, top5_acc: 0.6258, loss_cls: 2.8651, loss: 2.8651, grad_norm: 1.4207 2020-08-07 01:38:42,384 - mmaction - INFO - Epoch [121][680/940] lr: 2.196e-01, eta: 6 days, 6:58:11, time: 1.656, data_time: 0.008, memory: 9063, top1_acc: 0.3902, top5_acc: 0.6359, loss_cls: 2.7896, loss: 2.7896, grad_norm: 1.3857 2020-08-07 01:39:14,533 - mmaction - INFO - Epoch [121][700/940] lr: 2.196e-01, eta: 6 days, 6:31:25, time: 1.608, data_time: 0.004, memory: 9063, top1_acc: 0.3893, top5_acc: 0.6371, loss_cls: 2.7858, loss: 2.7858, grad_norm: 1.3911 2020-08-07 01:39:47,302 - mmaction - INFO - Epoch [121][720/940] lr: 2.196e-01, eta: 6 days, 6:05:09, time: 1.634, data_time: 0.006, memory: 9063, top1_acc: 0.3881, top5_acc: 0.6408, loss_cls: 2.7462, loss: 2.7462, grad_norm: 1.3823 2020-08-07 01:40:20,426 - mmaction - INFO - Epoch [121][740/940] lr: 2.196e-01, eta: 6 days, 5:39:20, time: 1.659, data_time: 0.008, memory: 9063, top1_acc: 0.3730, top5_acc: 0.6285, loss_cls: 2.8040, loss: 2.8040, grad_norm: 1.4005 2020-08-07 01:40:53,529 - mmaction - INFO - Epoch [121][760/940] lr: 2.196e-01, eta: 6 days, 5:13:43, time: 1.656, data_time: 0.006, memory: 9063, top1_acc: 0.3771, top5_acc: 0.6328, loss_cls: 2.8019, loss: 2.8019, grad_norm: 1.4329 2020-08-07 01:41:25,806 - mmaction - INFO - Epoch [121][780/940] lr: 2.196e-01, eta: 6 days, 4:47:56, time: 1.615, data_time: 0.005, memory: 9063, top1_acc: 0.3789, top5_acc: 0.6236, loss_cls: 2.8191, loss: 2.8191, grad_norm: 1.4013 2020-08-07 01:41:58,200 - mmaction - INFO - Epoch [121][800/940] lr: 2.196e-01, eta: 6 days, 4:22:25, time: 1.620, data_time: 0.005, memory: 9063, top1_acc: 0.3781, top5_acc: 0.6223, loss_cls: 2.7974, loss: 2.7974, grad_norm: 1.3719 2020-08-07 01:42:32,208 - mmaction - INFO - Epoch [121][820/940] lr: 2.196e-01, eta: 6 days, 3:57:51, time: 1.698, data_time: 0.002, memory: 9063, top1_acc: 0.3797, top5_acc: 0.6371, loss_cls: 2.7972, loss: 2.7972, grad_norm: 1.3893 2020-08-07 01:43:03,544 - mmaction - INFO - Epoch [121][840/940] lr: 2.196e-01, eta: 6 days, 3:32:17, time: 1.567, data_time: 0.008, memory: 9063, top1_acc: 0.3732, top5_acc: 0.6254, loss_cls: 2.8067, loss: 2.8067, grad_norm: 1.4367 2020-08-07 01:43:35,700 - mmaction - INFO - Epoch [121][860/940] lr: 2.196e-01, eta: 6 days, 3:07:18, time: 1.608, data_time: 0.005, memory: 9063, top1_acc: 0.3789, top5_acc: 0.6266, loss_cls: 2.8199, loss: 2.8199, grad_norm: 1.4027 2020-08-07 01:44:08,706 - mmaction - INFO - Epoch [121][880/940] lr: 2.196e-01, eta: 6 days, 2:42:55, time: 1.651, data_time: 0.007, memory: 9063, top1_acc: 0.3785, top5_acc: 0.6420, loss_cls: 2.8206, loss: 2.8206, grad_norm: 1.4658 2020-08-07 01:44:40,820 - mmaction - INFO - Epoch [121][900/940] lr: 2.196e-01, eta: 6 days, 2:18:20, time: 1.606, data_time: 0.007, memory: 9063, top1_acc: 0.3924, top5_acc: 0.6318, loss_cls: 2.7830, loss: 2.7830, grad_norm: 1.3934 2020-08-07 01:45:13,409 - mmaction - INFO - Epoch [121][920/940] lr: 2.196e-01, eta: 6 days, 1:54:09, time: 1.627, data_time: 0.008, memory: 9063, top1_acc: 0.3705, top5_acc: 0.6207, loss_cls: 2.8506, loss: 2.8506, grad_norm: 1.4123 2020-08-07 01:45:44,702 - mmaction - INFO - Epoch [121][940/940] lr: 2.196e-01, eta: 6 days, 1:29:39, time: 1.568, data_time: 0.007, memory: 9063, top1_acc: 0.3726, top5_acc: 0.6126, loss_cls: 2.8736, loss: 2.8736, grad_norm: 1.3895 2020-08-07 02:09:34,119 - mmaction - INFO - Epoch [122][20/940] lr: 2.172e-01, eta: 6 days, 11:31:25, time: 71.440, data_time: 0.611, memory: 9063, top1_acc: 0.3900, top5_acc: 0.6395, loss_cls: 2.7401, loss: 2.7401, grad_norm: 1.4213 2020-08-07 02:10:00,670 - mmaction - INFO - Epoch [122][40/940] lr: 2.172e-01, eta: 6 days, 11:02:30, time: 1.337, data_time: 0.025, memory: 9063, top1_acc: 0.3705, top5_acc: 0.6254, loss_cls: 2.8233, loss: 2.8233, grad_norm: 1.4074 2020-08-07 02:10:27,356 - mmaction - INFO - Epoch [122][60/940] lr: 2.172e-01, eta: 6 days, 10:33:47, time: 1.331, data_time: 0.007, memory: 9063, top1_acc: 0.3861, top5_acc: 0.6221, loss_cls: 2.8263, loss: 2.8263, grad_norm: 1.4116 2020-08-07 02:10:54,169 - mmaction - INFO - Epoch [122][80/940] lr: 2.172e-01, eta: 6 days, 10:05:24, time: 1.343, data_time: 0.008, memory: 9063, top1_acc: 0.3844, top5_acc: 0.6375, loss_cls: 2.7820, loss: 2.7820, grad_norm: 1.4083 2020-08-07 02:11:22,847 - mmaction - INFO - Epoch [122][100/940] lr: 2.172e-01, eta: 6 days, 9:38:03, time: 1.434, data_time: 0.006, memory: 9063, top1_acc: 0.4031, top5_acc: 0.6521, loss_cls: 2.6882, loss: 2.6882, grad_norm: 1.4050 2020-08-07 02:11:52,352 - mmaction - INFO - Epoch [122][120/940] lr: 2.172e-01, eta: 6 days, 9:11:17, time: 1.476, data_time: 0.008, memory: 9063, top1_acc: 0.3977, top5_acc: 0.6477, loss_cls: 2.7205, loss: 2.7205, grad_norm: 1.3901 2020-08-07 02:12:20,812 - mmaction - INFO - Epoch [122][140/940] lr: 2.172e-01, eta: 6 days, 8:44:18, time: 1.424, data_time: 0.004, memory: 9063, top1_acc: 0.3814, top5_acc: 0.6330, loss_cls: 2.7971, loss: 2.7971, grad_norm: 1.4357 2020-08-07 02:12:50,813 - mmaction - INFO - Epoch [122][160/940] lr: 2.172e-01, eta: 6 days, 8:18:10, time: 1.498, data_time: 0.004, memory: 9063, top1_acc: 0.3850, top5_acc: 0.6428, loss_cls: 2.7459, loss: 2.7459, grad_norm: 1.3911 2020-08-07 02:13:19,308 - mmaction - INFO - Epoch [122][180/940] lr: 2.172e-01, eta: 6 days, 7:51:38, time: 1.427, data_time: 0.005, memory: 9063, top1_acc: 0.3900, top5_acc: 0.6389, loss_cls: 2.7584, loss: 2.7584, grad_norm: 1.4337 2020-08-07 02:13:49,889 - mmaction - INFO - Epoch [122][200/940] lr: 2.172e-01, eta: 6 days, 7:26:09, time: 1.524, data_time: 0.005, memory: 9063, top1_acc: 0.3756, top5_acc: 0.6268, loss_cls: 2.8068, loss: 2.8068, grad_norm: 1.4077 2020-08-07 02:14:18,853 - mmaction - INFO - Epoch [122][220/940] lr: 2.172e-01, eta: 6 days, 7:00:15, time: 1.452, data_time: 0.006, memory: 9063, top1_acc: 0.3797, top5_acc: 0.6396, loss_cls: 2.7726, loss: 2.7726, grad_norm: 1.4034 2020-08-07 02:14:48,642 - mmaction - INFO - Epoch [122][240/940] lr: 2.172e-01, eta: 6 days, 6:34:50, time: 1.485, data_time: 0.005, memory: 9063, top1_acc: 0.3961, top5_acc: 0.6416, loss_cls: 2.7583, loss: 2.7583, grad_norm: 1.4042 2020-08-07 02:15:19,900 - mmaction - INFO - Epoch [122][260/940] lr: 2.172e-01, eta: 6 days, 6:10:19, time: 1.566, data_time: 0.008, memory: 9063, top1_acc: 0.3736, top5_acc: 0.6334, loss_cls: 2.8059, loss: 2.8059, grad_norm: 1.4042 2020-08-07 02:15:49,471 - mmaction - INFO - Epoch [122][280/940] lr: 2.172e-01, eta: 6 days, 5:45:15, time: 1.480, data_time: 0.007, memory: 9063, top1_acc: 0.3885, top5_acc: 0.6471, loss_cls: 2.7537, loss: 2.7537, grad_norm: 1.3922 2020-08-07 02:16:19,433 - mmaction - INFO - Epoch [122][300/940] lr: 2.172e-01, eta: 6 days, 5:20:32, time: 1.496, data_time: 0.007, memory: 9063, top1_acc: 0.3893, top5_acc: 0.6322, loss_cls: 2.7683, loss: 2.7683, grad_norm: 1.4176 2020-08-07 02:16:49,893 - mmaction - INFO - Epoch [122][320/940] lr: 2.172e-01, eta: 6 days, 4:56:14, time: 1.525, data_time: 0.005, memory: 9063, top1_acc: 0.3920, top5_acc: 0.6447, loss_cls: 2.7195, loss: 2.7195, grad_norm: 1.4342 2020-08-07 02:17:18,894 - mmaction - INFO - Epoch [122][340/940] lr: 2.172e-01, eta: 6 days, 4:31:29, time: 1.448, data_time: 0.005, memory: 9063, top1_acc: 0.3838, top5_acc: 0.6340, loss_cls: 2.8029, loss: 2.8029, grad_norm: 1.4279 2020-08-07 02:17:49,425 - mmaction - INFO - Epoch [122][360/940] lr: 2.172e-01, eta: 6 days, 4:07:36, time: 1.528, data_time: 0.007, memory: 9063, top1_acc: 0.3791, top5_acc: 0.6242, loss_cls: 2.7979, loss: 2.7979, grad_norm: 1.4200 2020-08-07 02:18:19,334 - mmaction - INFO - Epoch [122][380/940] lr: 2.172e-01, eta: 6 days, 3:43:36, time: 1.492, data_time: 0.005, memory: 9063, top1_acc: 0.3816, top5_acc: 0.6338, loss_cls: 2.7810, loss: 2.7810, grad_norm: 1.4132 2020-08-07 02:18:50,322 - mmaction - INFO - Epoch [122][400/940] lr: 2.172e-01, eta: 6 days, 3:20:16, time: 1.551, data_time: 0.006, memory: 9063, top1_acc: 0.3828, top5_acc: 0.6393, loss_cls: 2.8047, loss: 2.8047, grad_norm: 1.4281 2020-08-07 02:19:20,176 - mmaction - INFO - Epoch [122][420/940] lr: 2.172e-01, eta: 6 days, 2:56:38, time: 1.494, data_time: 0.008, memory: 9063, top1_acc: 0.3689, top5_acc: 0.6189, loss_cls: 2.8932, loss: 2.8932, grad_norm: 1.4447 2020-08-07 02:19:49,926 - mmaction - INFO - Epoch [122][440/940] lr: 2.172e-01, eta: 6 days, 2:33:09, time: 1.489, data_time: 0.005, memory: 9063, top1_acc: 0.3861, top5_acc: 0.6312, loss_cls: 2.7827, loss: 2.7827, grad_norm: 1.4151 2020-08-07 02:20:19,840 - mmaction - INFO - Epoch [122][460/940] lr: 2.172e-01, eta: 6 days, 2:09:53, time: 1.493, data_time: 0.005, memory: 9063, top1_acc: 0.3789, top5_acc: 0.6273, loss_cls: 2.8185, loss: 2.8185, grad_norm: 1.4149 2020-08-07 02:20:49,616 - mmaction - INFO - Epoch [122][480/940] lr: 2.172e-01, eta: 6 days, 1:46:46, time: 1.491, data_time: 0.007, memory: 9063, top1_acc: 0.3754, top5_acc: 0.6256, loss_cls: 2.8127, loss: 2.8127, grad_norm: 1.4216 2020-08-07 03:21:31,699 - mmaction - INFO - Epoch [122][500/940] lr: 2.172e-01, eta: 7 days, 1:47:11, time: 182.096, data_time: 0.005, memory: 9063, top1_acc: 0.3770, top5_acc: 0.6348, loss_cls: 2.8096, loss: 2.8096, grad_norm: 1.4210 2020-08-07 03:21:57,389 - mmaction - INFO - Epoch [122][520/940] lr: 2.172e-01, eta: 7 days, 1:16:59, time: 1.293, data_time: 0.023, memory: 9063, top1_acc: 0.3867, top5_acc: 0.6402, loss_cls: 2.7785, loss: 2.7785, grad_norm: 1.4020 2020-08-07 03:22:23,884 - mmaction - INFO - Epoch [122][540/940] lr: 2.172e-01, eta: 7 days, 0:47:14, time: 1.321, data_time: 0.005, memory: 9063, top1_acc: 0.3807, top5_acc: 0.6354, loss_cls: 2.7926, loss: 2.7926, grad_norm: 1.4273 2020-08-07 03:22:50,890 - mmaction - INFO - Epoch [122][560/940] lr: 2.172e-01, eta: 7 days, 0:17:58, time: 1.352, data_time: 0.006, memory: 9063, top1_acc: 0.3926, top5_acc: 0.6271, loss_cls: 2.8143, loss: 2.8143, grad_norm: 1.3883 2020-08-07 03:23:18,360 - mmaction - INFO - Epoch [122][580/940] lr: 2.172e-01, eta: 6 days, 23:49:05, time: 1.376, data_time: 0.006, memory: 9063, top1_acc: 0.3795, top5_acc: 0.6264, loss_cls: 2.8154, loss: 2.8154, grad_norm: 1.4126 2020-08-07 03:23:47,127 - mmaction - INFO - Epoch [122][600/940] lr: 2.172e-01, eta: 6 days, 23:20:55, time: 1.437, data_time: 0.007, memory: 9063, top1_acc: 0.3930, top5_acc: 0.6352, loss_cls: 2.7599, loss: 2.7599, grad_norm: 1.3909 2020-08-07 03:24:15,877 - mmaction - INFO - Epoch [122][620/940] lr: 2.172e-01, eta: 6 days, 22:52:58, time: 1.438, data_time: 0.007, memory: 9063, top1_acc: 0.3857, top5_acc: 0.6383, loss_cls: 2.7738, loss: 2.7738, grad_norm: 1.4383 2020-08-07 03:24:45,359 - mmaction - INFO - Epoch [122][640/940] lr: 2.172e-01, eta: 6 days, 22:25:29, time: 1.472, data_time: 0.006, memory: 9063, top1_acc: 0.3836, top5_acc: 0.6389, loss_cls: 2.7641, loss: 2.7641, grad_norm: 1.4026 2020-08-07 03:25:14,767 - mmaction - INFO - Epoch [122][660/940] lr: 2.172e-01, eta: 6 days, 21:58:12, time: 1.471, data_time: 0.006, memory: 9063, top1_acc: 0.3826, top5_acc: 0.6355, loss_cls: 2.8058, loss: 2.8058, grad_norm: 1.4254 2020-08-07 03:25:44,400 - mmaction - INFO - Epoch [122][680/940] lr: 2.172e-01, eta: 6 days, 21:31:12, time: 1.482, data_time: 0.006, memory: 9063, top1_acc: 0.3670, top5_acc: 0.6135, loss_cls: 2.8706, loss: 2.8706, grad_norm: 1.4026 2020-08-07 03:26:13,487 - mmaction - INFO - Epoch [122][700/940] lr: 2.172e-01, eta: 6 days, 21:04:10, time: 1.454, data_time: 0.007, memory: 9063, top1_acc: 0.3703, top5_acc: 0.6350, loss_cls: 2.8306, loss: 2.8306, grad_norm: 1.4028 2020-08-07 03:26:43,320 - mmaction - INFO - Epoch [122][720/940] lr: 2.172e-01, eta: 6 days, 20:37:39, time: 1.493, data_time: 0.008, memory: 9063, top1_acc: 0.3732, top5_acc: 0.6312, loss_cls: 2.8068, loss: 2.8068, grad_norm: 1.3997 2020-08-07 03:27:12,621 - mmaction - INFO - Epoch [122][740/940] lr: 2.172e-01, eta: 6 days, 20:11:06, time: 1.465, data_time: 0.007, memory: 9063, top1_acc: 0.3699, top5_acc: 0.6248, loss_cls: 2.8421, loss: 2.8421, grad_norm: 1.3924 2020-08-07 03:27:42,129 - mmaction - INFO - Epoch [122][760/940] lr: 2.172e-01, eta: 6 days, 19:44:49, time: 1.476, data_time: 0.006, memory: 9063, top1_acc: 0.3734, top5_acc: 0.6248, loss_cls: 2.8337, loss: 2.8337, grad_norm: 1.4188 2020-08-07 03:28:11,682 - mmaction - INFO - Epoch [122][780/940] lr: 2.172e-01, eta: 6 days, 19:18:44, time: 1.476, data_time: 0.006, memory: 9063, top1_acc: 0.3758, top5_acc: 0.6307, loss_cls: 2.8153, loss: 2.8153, grad_norm: 1.3956 2020-08-07 03:28:41,433 - mmaction - INFO - Epoch [122][800/940] lr: 2.172e-01, eta: 6 days, 18:52:57, time: 1.490, data_time: 0.007, memory: 9063, top1_acc: 0.3775, top5_acc: 0.6326, loss_cls: 2.7980, loss: 2.7980, grad_norm: 1.4211 2020-08-07 03:29:10,826 - mmaction - INFO - Epoch [122][820/940] lr: 2.172e-01, eta: 6 days, 18:27:09, time: 1.466, data_time: 0.005, memory: 9063, top1_acc: 0.3865, top5_acc: 0.6340, loss_cls: 2.7795, loss: 2.7795, grad_norm: 1.4023 2020-08-07 03:29:40,275 - mmaction - INFO - Epoch [122][840/940] lr: 2.172e-01, eta: 6 days, 18:01:37, time: 1.475, data_time: 0.006, memory: 9063, top1_acc: 0.3754, top5_acc: 0.6227, loss_cls: 2.8183, loss: 2.8183, grad_norm: 1.3884 2020-08-07 04:16:42,914 - mmaction - INFO - Epoch [122][860/940] lr: 2.172e-01, eta: 7 days, 11:11:30, time: 141.125, data_time: 0.007, memory: 9063, top1_acc: 0.3750, top5_acc: 0.6365, loss_cls: 2.7853, loss: 2.7853, grad_norm: 1.4221 2020-08-07 04:17:08,830 - mmaction - INFO - Epoch [122][880/940] lr: 2.172e-01, eta: 7 days, 10:41:04, time: 1.303, data_time: 0.019, memory: 9063, top1_acc: 0.3869, top5_acc: 0.6410, loss_cls: 2.7614, loss: 2.7614, grad_norm: 1.4039 2020-08-07 05:23:36,466 - mmaction - INFO - Epoch [122][900/940] lr: 2.172e-01, eta: 8 days, 10:56:24, time: 199.374, data_time: 0.008, memory: 9063, top1_acc: 0.3908, top5_acc: 0.6340, loss_cls: 2.7894, loss: 2.7894, grad_norm: 1.4231 2020-08-07 05:24:03,064 - mmaction - INFO - Epoch [122][920/940] lr: 2.172e-01, eta: 8 days, 10:21:08, time: 1.338, data_time: 0.048, memory: 9063, top1_acc: 0.3906, top5_acc: 0.6410, loss_cls: 2.7649, loss: 2.7649, grad_norm: 1.4378 2020-08-07 05:24:28,885 - mmaction - INFO - Epoch [122][940/940] lr: 2.172e-01, eta: 8 days, 9:45:45, time: 1.290, data_time: 0.007, memory: 9063, top1_acc: 0.3890, top5_acc: 0.6382, loss_cls: 2.7816, loss: 2.7816, grad_norm: 1.4293 2020-08-07 06:01:49,093 - mmaction - INFO - Epoch [123][20/940] lr: 2.147e-01, eta: 8 days, 22:51:35, time: 111.977, data_time: 0.539, memory: 9063, top1_acc: 0.3758, top5_acc: 0.6285, loss_cls: 2.8004, loss: 2.8004, grad_norm: 1.4132 2020-08-07 06:02:15,618 - mmaction - INFO - Epoch [123][40/940] lr: 2.147e-01, eta: 8 days, 22:14:01, time: 1.335, data_time: 0.017, memory: 9063, top1_acc: 0.3844, top5_acc: 0.6371, loss_cls: 2.7779, loss: 2.7779, grad_norm: 1.4116 2020-08-07 06:02:42,544 - mmaction - INFO - Epoch [123][60/940] lr: 2.147e-01, eta: 8 days, 21:36:48, time: 1.347, data_time: 0.006, memory: 9063, top1_acc: 0.3930, top5_acc: 0.6438, loss_cls: 2.7324, loss: 2.7324, grad_norm: 1.4094 2020-08-07 06:03:11,250 - mmaction - INFO - Epoch [123][80/940] lr: 2.147e-01, eta: 8 days, 21:00:29, time: 1.435, data_time: 0.003, memory: 9063, top1_acc: 0.3932, top5_acc: 0.6359, loss_cls: 2.7650, loss: 2.7650, grad_norm: 1.4057 2020-08-07 06:03:42,095 - mmaction - INFO - Epoch [123][100/940] lr: 2.147e-01, eta: 8 days, 20:25:10, time: 1.539, data_time: 0.007, memory: 9063, top1_acc: 0.3852, top5_acc: 0.6387, loss_cls: 2.7896, loss: 2.7896, grad_norm: 1.4174 2020-08-07 06:04:13,213 - mmaction - INFO - Epoch [123][120/940] lr: 2.147e-01, eta: 8 days, 19:50:16, time: 1.560, data_time: 0.006, memory: 9063, top1_acc: 0.3883, top5_acc: 0.6412, loss_cls: 2.7324, loss: 2.7324, grad_norm: 1.3982 2020-08-07 06:04:45,453 - mmaction - INFO - Epoch [123][140/940] lr: 2.147e-01, eta: 8 days, 19:15:57, time: 1.610, data_time: 0.007, memory: 9063, top1_acc: 0.3924, top5_acc: 0.6494, loss_cls: 2.7019, loss: 2.7019, grad_norm: 1.4230 2020-08-07 06:05:16,552 - mmaction - INFO - Epoch [123][160/940] lr: 2.147e-01, eta: 8 days, 18:41:29, time: 1.555, data_time: 0.006, memory: 9063, top1_acc: 0.3828, top5_acc: 0.6398, loss_cls: 2.7819, loss: 2.7819, grad_norm: 1.4331 2020-08-07 06:05:48,538 - mmaction - INFO - Epoch [123][180/940] lr: 2.147e-01, eta: 8 days, 18:07:34, time: 1.601, data_time: 0.005, memory: 9063, top1_acc: 0.3865, top5_acc: 0.6531, loss_cls: 2.7328, loss: 2.7328, grad_norm: 1.4190 2020-08-07 06:06:20,093 - mmaction - INFO - Epoch [123][200/940] lr: 2.147e-01, eta: 8 days, 17:33:42, time: 1.576, data_time: 0.005, memory: 9063, top1_acc: 0.3969, top5_acc: 0.6391, loss_cls: 2.7349, loss: 2.7349, grad_norm: 1.4335 2020-08-07 06:06:53,799 - mmaction - INFO - Epoch [123][220/940] lr: 2.147e-01, eta: 8 days, 17:00:51, time: 1.684, data_time: 0.007, memory: 9063, top1_acc: 0.3852, top5_acc: 0.6234, loss_cls: 2.8102, loss: 2.8102, grad_norm: 1.4238 2020-08-07 06:07:25,849 - mmaction - INFO - Epoch [123][240/940] lr: 2.147e-01, eta: 8 days, 16:27:38, time: 1.604, data_time: 0.007, memory: 9063, top1_acc: 0.3920, top5_acc: 0.6371, loss_cls: 2.7821, loss: 2.7821, grad_norm: 1.4164 2020-08-07 06:07:58,191 - mmaction - INFO - Epoch [123][260/940] lr: 2.147e-01, eta: 8 days, 15:54:43, time: 1.615, data_time: 0.007, memory: 9063, top1_acc: 0.3859, top5_acc: 0.6369, loss_cls: 2.7460, loss: 2.7460, grad_norm: 1.4086 2020-08-07 06:08:31,061 - mmaction - INFO - Epoch [123][280/940] lr: 2.147e-01, eta: 8 days, 15:22:15, time: 1.646, data_time: 0.006, memory: 9063, top1_acc: 0.3787, top5_acc: 0.6312, loss_cls: 2.7899, loss: 2.7899, grad_norm: 1.4335 2020-08-07 06:09:03,963 - mmaction - INFO - Epoch [123][300/940] lr: 2.147e-01, eta: 8 days, 14:49:58, time: 1.643, data_time: 0.006, memory: 9063, top1_acc: 0.3805, top5_acc: 0.6273, loss_cls: 2.8324, loss: 2.8324, grad_norm: 1.4310 2020-08-07 06:09:38,547 - mmaction - INFO - Epoch [123][320/940] lr: 2.147e-01, eta: 8 days, 14:18:31, time: 1.731, data_time: 0.007, memory: 9063, top1_acc: 0.3842, top5_acc: 0.6408, loss_cls: 2.7543, loss: 2.7543, grad_norm: 1.4614 2020-08-07 06:10:10,778 - mmaction - INFO - Epoch [123][340/940] lr: 2.147e-01, eta: 8 days, 13:46:26, time: 1.612, data_time: 0.007, memory: 9063, top1_acc: 0.3834, top5_acc: 0.6375, loss_cls: 2.7964, loss: 2.7964, grad_norm: 1.4480 2020-08-07 06:10:43,692 - mmaction - INFO - Epoch [123][360/940] lr: 2.147e-01, eta: 8 days, 13:14:48, time: 1.644, data_time: 0.002, memory: 9063, top1_acc: 0.3744, top5_acc: 0.6363, loss_cls: 2.8157, loss: 2.8157, grad_norm: 1.4058 2020-08-07 06:11:18,589 - mmaction - INFO - Epoch [123][380/940] lr: 2.147e-01, eta: 8 days, 12:44:04, time: 1.745, data_time: 0.007, memory: 9063, top1_acc: 0.3799, top5_acc: 0.6371, loss_cls: 2.7771, loss: 2.7771, grad_norm: 1.4480 2020-08-07 06:11:51,492 - mmaction - INFO - Epoch [123][400/940] lr: 2.147e-01, eta: 8 days, 12:12:51, time: 1.647, data_time: 0.006, memory: 9063, top1_acc: 0.3848, top5_acc: 0.6299, loss_cls: 2.8034, loss: 2.8034, grad_norm: 1.3732 2020-08-07 06:12:23,560 - mmaction - INFO - Epoch [123][420/940] lr: 2.147e-01, eta: 8 days, 11:41:32, time: 1.603, data_time: 0.003, memory: 9063, top1_acc: 0.3863, top5_acc: 0.6285, loss_cls: 2.7832, loss: 2.7832, grad_norm: 1.4056 2020-08-07 06:12:57,372 - mmaction - INFO - Epoch [123][440/940] lr: 2.147e-01, eta: 8 days, 11:11:01, time: 1.690, data_time: 0.005, memory: 9063, top1_acc: 0.3967, top5_acc: 0.6498, loss_cls: 2.6872, loss: 2.6872, grad_norm: 1.3887 2020-08-07 06:13:31,575 - mmaction - INFO - Epoch [123][460/940] lr: 2.147e-01, eta: 8 days, 10:40:51, time: 1.710, data_time: 0.005, memory: 9063, top1_acc: 0.3756, top5_acc: 0.6344, loss_cls: 2.7817, loss: 2.7817, grad_norm: 1.4277 2020-08-07 06:14:04,531 - mmaction - INFO - Epoch [123][480/940] lr: 2.147e-01, eta: 8 days, 10:10:26, time: 1.649, data_time: 0.003, memory: 9063, top1_acc: 0.3924, top5_acc: 0.6352, loss_cls: 2.7512, loss: 2.7512, grad_norm: 1.4279 2020-08-07 06:14:38,146 - mmaction - INFO - Epoch [123][500/940] lr: 2.147e-01, eta: 8 days, 9:40:25, time: 1.677, data_time: 0.006, memory: 9063, top1_acc: 0.3930, top5_acc: 0.6334, loss_cls: 2.7690, loss: 2.7690, grad_norm: 1.4288 2020-08-07 06:15:10,745 - mmaction - INFO - Epoch [123][520/940] lr: 2.147e-01, eta: 8 days, 9:10:18, time: 1.634, data_time: 0.007, memory: 9063, top1_acc: 0.3875, top5_acc: 0.6418, loss_cls: 2.7620, loss: 2.7620, grad_norm: 1.4029 2020-08-07 06:15:44,701 - mmaction - INFO - Epoch [123][540/940] lr: 2.147e-01, eta: 8 days, 8:40:48, time: 1.697, data_time: 0.004, memory: 9063, top1_acc: 0.3789, top5_acc: 0.6342, loss_cls: 2.7988, loss: 2.7988, grad_norm: 1.4041 2020-08-07 06:16:18,353 - mmaction - INFO - Epoch [123][560/940] lr: 2.147e-01, eta: 8 days, 8:11:23, time: 1.681, data_time: 0.007, memory: 9063, top1_acc: 0.3736, top5_acc: 0.6328, loss_cls: 2.8015, loss: 2.8015, grad_norm: 1.4546 2020-08-07 06:16:51,313 - mmaction - INFO - Epoch [123][580/940] lr: 2.147e-01, eta: 8 days, 7:41:56, time: 1.651, data_time: 0.006, memory: 9063, top1_acc: 0.3801, top5_acc: 0.6359, loss_cls: 2.8129, loss: 2.8129, grad_norm: 1.4236 2020-08-07 06:17:24,252 - mmaction - INFO - Epoch [123][600/940] lr: 2.147e-01, eta: 8 days, 7:12:39, time: 1.645, data_time: 0.004, memory: 9063, top1_acc: 0.3736, top5_acc: 0.6316, loss_cls: 2.8062, loss: 2.8062, grad_norm: 1.4329 2020-08-07 06:17:57,292 - mmaction - INFO - Epoch [123][620/940] lr: 2.147e-01, eta: 8 days, 6:43:35, time: 1.652, data_time: 0.005, memory: 9063, top1_acc: 0.3779, top5_acc: 0.6301, loss_cls: 2.8017, loss: 2.8017, grad_norm: 1.4300 2020-08-07 06:18:31,558 - mmaction - INFO - Epoch [123][640/940] lr: 2.147e-01, eta: 8 days, 6:15:07, time: 1.715, data_time: 0.006, memory: 9063, top1_acc: 0.3732, top5_acc: 0.6273, loss_cls: 2.8230, loss: 2.8230, grad_norm: 1.4231 2020-08-07 06:19:05,130 - mmaction - INFO - Epoch [123][660/940] lr: 2.147e-01, eta: 8 days, 5:46:35, time: 1.677, data_time: 0.008, memory: 9063, top1_acc: 0.3783, top5_acc: 0.6395, loss_cls: 2.7618, loss: 2.7618, grad_norm: 1.4141 2020-08-07 06:19:37,840 - mmaction - INFO - Epoch [123][680/940] lr: 2.147e-01, eta: 8 days, 5:17:57, time: 1.637, data_time: 0.006, memory: 9063, top1_acc: 0.3742, top5_acc: 0.6316, loss_cls: 2.7997, loss: 2.7997, grad_norm: 1.4629 2020-08-07 06:20:12,389 - mmaction - INFO - Epoch [123][700/940] lr: 2.147e-01, eta: 8 days, 4:50:06, time: 1.728, data_time: 0.005, memory: 9063, top1_acc: 0.3861, top5_acc: 0.6303, loss_cls: 2.7892, loss: 2.7892, grad_norm: 1.4603 2020-08-07 06:20:44,374 - mmaction - INFO - Epoch [123][720/940] lr: 2.147e-01, eta: 8 days, 4:21:35, time: 1.599, data_time: 0.002, memory: 9063, top1_acc: 0.3791, top5_acc: 0.6299, loss_cls: 2.8197, loss: 2.8197, grad_norm: 1.4397 2020-08-07 06:21:17,705 - mmaction - INFO - Epoch [123][740/940] lr: 2.147e-01, eta: 8 days, 3:53:39, time: 1.662, data_time: 0.005, memory: 9063, top1_acc: 0.3771, top5_acc: 0.6236, loss_cls: 2.8441, loss: 2.8441, grad_norm: 1.4121 2020-08-07 06:21:50,826 - mmaction - INFO - Epoch [123][760/940] lr: 2.147e-01, eta: 8 days, 3:25:53, time: 1.661, data_time: 0.008, memory: 9063, top1_acc: 0.3842, top5_acc: 0.6330, loss_cls: 2.8058, loss: 2.8058, grad_norm: 1.4041 2020-08-07 06:22:24,587 - mmaction - INFO - Epoch [123][780/940] lr: 2.147e-01, eta: 8 days, 2:58:26, time: 1.686, data_time: 0.006, memory: 9063, top1_acc: 0.3846, top5_acc: 0.6410, loss_cls: 2.7393, loss: 2.7393, grad_norm: 1.4144 2020-08-07 06:22:56,939 - mmaction - INFO - Epoch [123][800/940] lr: 2.147e-01, eta: 8 days, 2:30:43, time: 1.617, data_time: 0.006, memory: 9063, top1_acc: 0.3783, top5_acc: 0.6389, loss_cls: 2.7939, loss: 2.7939, grad_norm: 1.4110 2020-08-07 06:23:28,467 - mmaction - INFO - Epoch [123][820/940] lr: 2.147e-01, eta: 8 days, 2:02:55, time: 1.578, data_time: 0.008, memory: 9063, top1_acc: 0.3777, top5_acc: 0.6264, loss_cls: 2.8113, loss: 2.8113, grad_norm: 1.4155 2020-08-07 06:24:00,444 - mmaction - INFO - Epoch [123][840/940] lr: 2.147e-01, eta: 8 days, 1:35:26, time: 1.600, data_time: 0.004, memory: 9063, top1_acc: 0.3842, top5_acc: 0.6334, loss_cls: 2.7801, loss: 2.7801, grad_norm: 1.4199 2020-08-07 06:24:32,690 - mmaction - INFO - Epoch [123][860/940] lr: 2.147e-01, eta: 8 days, 1:08:09, time: 1.609, data_time: 0.005, memory: 9063, top1_acc: 0.3730, top5_acc: 0.6225, loss_cls: 2.8278, loss: 2.8278, grad_norm: 1.4203 2020-08-07 06:48:19,025 - mmaction - INFO - Epoch [123][880/940] lr: 2.147e-01, eta: 8 days, 8:06:50, time: 71.320, data_time: 0.007, memory: 9063, top1_acc: 0.3787, top5_acc: 0.6428, loss_cls: 2.7873, loss: 2.7873, grad_norm: 1.4358 2020-08-07 06:58:27,284 - mmaction - INFO - Epoch [123][900/940] lr: 2.147e-01, eta: 8 days, 10:42:03, time: 30.412, data_time: 0.004, memory: 9063, top1_acc: 0.3760, top5_acc: 0.6318, loss_cls: 2.7901, loss: 2.7901, grad_norm: 1.4047 2020-08-07 06:58:53,621 - mmaction - INFO - Epoch [123][920/940] lr: 2.147e-01, eta: 8 days, 10:11:25, time: 1.320, data_time: 0.007, memory: 9063, top1_acc: 0.3861, top5_acc: 0.6443, loss_cls: 2.7522, loss: 2.7522, grad_norm: 1.4249 2020-08-07 06:59:19,642 - mmaction - INFO - Epoch [123][940/940] lr: 2.147e-01, eta: 8 days, 9:40:50, time: 1.299, data_time: 0.005, memory: 9063, top1_acc: 0.3709, top5_acc: 0.6242, loss_cls: 2.8195, loss: 2.8195, grad_norm: 1.4515 2020-08-07 07:20:34,932 - mmaction - INFO - Epoch [124][20/940] lr: 2.123e-01, eta: 8 days, 15:44:35, time: 63.733, data_time: 0.606, memory: 9063, top1_acc: 0.3750, top5_acc: 0.6336, loss_cls: 2.8016, loss: 2.8016, grad_norm: 1.4339 2020-08-07 07:21:01,373 - mmaction - INFO - Epoch [124][40/940] lr: 2.123e-01, eta: 8 days, 15:13:18, time: 1.331, data_time: 0.019, memory: 9063, top1_acc: 0.3768, top5_acc: 0.6260, loss_cls: 2.8246, loss: 2.8246, grad_norm: 1.4161 2020-08-07 07:21:28,025 - mmaction - INFO - Epoch [124][60/940] lr: 2.123e-01, eta: 8 days, 14:42:15, time: 1.334, data_time: 0.006, memory: 9063, top1_acc: 0.3826, top5_acc: 0.6363, loss_cls: 2.7749, loss: 2.7749, grad_norm: 1.3974 2020-08-07 07:21:56,253 - mmaction - INFO - Epoch [124][80/940] lr: 2.123e-01, eta: 8 days, 14:11:49, time: 1.406, data_time: 0.002, memory: 9063, top1_acc: 0.3896, top5_acc: 0.6318, loss_cls: 2.7788, loss: 2.7788, grad_norm: 1.4068 2020-08-07 07:22:25,439 - mmaction - INFO - Epoch [124][100/940] lr: 2.123e-01, eta: 8 days, 13:41:55, time: 1.462, data_time: 0.011, memory: 9063, top1_acc: 0.3785, top5_acc: 0.6314, loss_cls: 2.7829, loss: 2.7829, grad_norm: 1.4547 2020-08-07 07:22:55,257 - mmaction - INFO - Epoch [124][120/940] lr: 2.123e-01, eta: 8 days, 13:12:23, time: 1.493, data_time: 0.008, memory: 9063, top1_acc: 0.3963, top5_acc: 0.6414, loss_cls: 2.7501, loss: 2.7501, grad_norm: 1.4108 2020-08-07 07:23:25,253 - mmaction - INFO - Epoch [124][140/940] lr: 2.123e-01, eta: 8 days, 12:43:04, time: 1.500, data_time: 0.005, memory: 9063, top1_acc: 0.3936, top5_acc: 0.6467, loss_cls: 2.7569, loss: 2.7569, grad_norm: 1.4363 2020-08-07 07:23:55,653 - mmaction - INFO - Epoch [124][160/940] lr: 2.123e-01, eta: 8 days, 12:14:02, time: 1.520, data_time: 0.002, memory: 9063, top1_acc: 0.3848, top5_acc: 0.6393, loss_cls: 2.7541, loss: 2.7541, grad_norm: 1.4359 2020-08-07 07:24:27,639 - mmaction - INFO - Epoch [124][180/940] lr: 2.123e-01, eta: 8 days, 11:45:40, time: 1.598, data_time: 0.003, memory: 9063, top1_acc: 0.3836, top5_acc: 0.6359, loss_cls: 2.7610, loss: 2.7610, grad_norm: 1.4328 2020-08-07 07:24:59,318 - mmaction - INFO - Epoch [124][200/940] lr: 2.123e-01, eta: 8 days, 11:17:22, time: 1.583, data_time: 0.007, memory: 9063, top1_acc: 0.3852, top5_acc: 0.6383, loss_cls: 2.7760, loss: 2.7760, grad_norm: 1.4216 2020-08-07 07:25:30,677 - mmaction - INFO - Epoch [124][220/940] lr: 2.123e-01, eta: 8 days, 10:49:07, time: 1.566, data_time: 0.006, memory: 9063, top1_acc: 0.3965, top5_acc: 0.6453, loss_cls: 2.7275, loss: 2.7275, grad_norm: 1.4163 2020-08-07 07:26:01,499 - mmaction - INFO - Epoch [124][240/940] lr: 2.123e-01, eta: 8 days, 10:20:55, time: 1.544, data_time: 0.008, memory: 9063, top1_acc: 0.3684, top5_acc: 0.6299, loss_cls: 2.8050, loss: 2.8050, grad_norm: 1.4549 2020-08-07 07:26:34,284 - mmaction - INFO - Epoch [124][260/940] lr: 2.123e-01, eta: 8 days, 9:53:26, time: 1.639, data_time: 0.002, memory: 9063, top1_acc: 0.3908, top5_acc: 0.6367, loss_cls: 2.7614, loss: 2.7614, grad_norm: 1.4240 2020-08-07 07:27:05,915 - mmaction - INFO - Epoch [124][280/940] lr: 2.123e-01, eta: 8 days, 9:25:46, time: 1.581, data_time: 0.007, memory: 9063, top1_acc: 0.3859, top5_acc: 0.6338, loss_cls: 2.7733, loss: 2.7733, grad_norm: 1.4274 2020-08-07 07:27:37,714 - mmaction - INFO - Epoch [124][300/940] lr: 2.123e-01, eta: 8 days, 8:58:18, time: 1.589, data_time: 0.005, memory: 9063, top1_acc: 0.3865, top5_acc: 0.6359, loss_cls: 2.7723, loss: 2.7723, grad_norm: 1.4263 2020-08-07 07:28:09,609 - mmaction - INFO - Epoch [124][320/940] lr: 2.123e-01, eta: 8 days, 8:31:03, time: 1.597, data_time: 0.007, memory: 9063, top1_acc: 0.3801, top5_acc: 0.6438, loss_cls: 2.7424, loss: 2.7424, grad_norm: 1.4429 2020-08-07 07:28:41,290 - mmaction - INFO - Epoch [124][340/940] lr: 2.123e-01, eta: 8 days, 8:03:51, time: 1.583, data_time: 0.005, memory: 9063, top1_acc: 0.3812, top5_acc: 0.6418, loss_cls: 2.7579, loss: 2.7579, grad_norm: 1.4300 2020-08-07 08:01:28,004 - mmaction - INFO - Epoch [124][360/940] lr: 2.123e-01, eta: 8 days, 17:16:04, time: 98.326, data_time: 0.005, memory: 9063, top1_acc: 0.3877, top5_acc: 0.6410, loss_cls: 2.7603, loss: 2.7603, grad_norm: 1.4173 2020-08-07 08:01:54,283 - mmaction - INFO - Epoch [124][380/940] lr: 2.123e-01, eta: 8 days, 16:45:53, time: 1.324, data_time: 0.018, memory: 9063, top1_acc: 0.3877, top5_acc: 0.6312, loss_cls: 2.7828, loss: 2.7828, grad_norm: 1.4026 2020-08-07 08:02:20,977 - mmaction - INFO - Epoch [124][400/940] lr: 2.123e-01, eta: 8 days, 16:15:54, time: 1.330, data_time: 0.006, memory: 9063, top1_acc: 0.3955, top5_acc: 0.6447, loss_cls: 2.7217, loss: 2.7217, grad_norm: 1.3965 2020-08-07 08:02:48,809 - mmaction - INFO - Epoch [124][420/940] lr: 2.123e-01, eta: 8 days, 15:46:29, time: 1.396, data_time: 0.008, memory: 9063, top1_acc: 0.3850, top5_acc: 0.6436, loss_cls: 2.7717, loss: 2.7717, grad_norm: 1.4591 2020-08-07 08:03:16,847 - mmaction - INFO - Epoch [124][440/940] lr: 2.123e-01, eta: 8 days, 15:17:15, time: 1.400, data_time: 0.005, memory: 9063, top1_acc: 0.3799, top5_acc: 0.6254, loss_cls: 2.7908, loss: 2.7908, grad_norm: 1.4189 2020-08-07 08:03:47,131 - mmaction - INFO - Epoch [124][460/940] lr: 2.123e-01, eta: 8 days, 14:48:52, time: 1.516, data_time: 0.007, memory: 9063, top1_acc: 0.3852, top5_acc: 0.6434, loss_cls: 2.7672, loss: 2.7672, grad_norm: 1.4573 2020-08-07 08:04:17,373 - mmaction - INFO - Epoch [124][480/940] lr: 2.123e-01, eta: 8 days, 14:20:36, time: 1.508, data_time: 0.006, memory: 9063, top1_acc: 0.3922, top5_acc: 0.6340, loss_cls: 2.7718, loss: 2.7718, grad_norm: 1.4193 2020-08-07 08:04:48,896 - mmaction - INFO - Epoch [124][500/940] lr: 2.123e-01, eta: 8 days, 13:52:54, time: 1.580, data_time: 0.007, memory: 9063, top1_acc: 0.3871, top5_acc: 0.6436, loss_cls: 2.7651, loss: 2.7651, grad_norm: 1.4156 2020-08-07 08:05:19,862 - mmaction - INFO - Epoch [124][520/940] lr: 2.123e-01, eta: 8 days, 13:25:10, time: 1.545, data_time: 0.005, memory: 9063, top1_acc: 0.3916, top5_acc: 0.6387, loss_cls: 2.7606, loss: 2.7606, grad_norm: 1.4291 2020-08-07 08:05:51,306 - mmaction - INFO - Epoch [124][540/940] lr: 2.123e-01, eta: 8 days, 12:57:45, time: 1.575, data_time: 0.008, memory: 9063, top1_acc: 0.3877, top5_acc: 0.6363, loss_cls: 2.7825, loss: 2.7825, grad_norm: 1.4466 2020-08-07 08:06:23,976 - mmaction - INFO - Epoch [124][560/940] lr: 2.123e-01, eta: 8 days, 12:30:49, time: 1.633, data_time: 0.007, memory: 9063, top1_acc: 0.3828, top5_acc: 0.6326, loss_cls: 2.7776, loss: 2.7776, grad_norm: 1.4304 2020-08-07 08:06:55,629 - mmaction - INFO - Epoch [124][580/940] lr: 2.123e-01, eta: 8 days, 12:03:44, time: 1.583, data_time: 0.005, memory: 9063, top1_acc: 0.3783, top5_acc: 0.6305, loss_cls: 2.8013, loss: 2.8013, grad_norm: 1.4272 2020-08-07 08:07:27,514 - mmaction - INFO - Epoch [124][600/940] lr: 2.123e-01, eta: 8 days, 11:36:53, time: 1.596, data_time: 0.007, memory: 9063, top1_acc: 0.3928, top5_acc: 0.6400, loss_cls: 2.7824, loss: 2.7824, grad_norm: 1.3974 2020-08-07 08:07:59,152 - mmaction - INFO - Epoch [124][620/940] lr: 2.123e-01, eta: 8 days, 11:10:06, time: 1.581, data_time: 0.007, memory: 9063, top1_acc: 0.3633, top5_acc: 0.6199, loss_cls: 2.8824, loss: 2.8824, grad_norm: 1.4403 2020-08-07 08:08:32,139 - mmaction - INFO - Epoch [124][640/940] lr: 2.123e-01, eta: 8 days, 10:43:51, time: 1.651, data_time: 0.005, memory: 9063, top1_acc: 0.3805, top5_acc: 0.6326, loss_cls: 2.7676, loss: 2.7676, grad_norm: 1.4584 2020-08-07 08:09:03,781 - mmaction - INFO - Epoch [124][660/940] lr: 2.123e-01, eta: 8 days, 10:17:21, time: 1.579, data_time: 0.005, memory: 9063, top1_acc: 0.3811, top5_acc: 0.6357, loss_cls: 2.8120, loss: 2.8120, grad_norm: 1.4337 2020-08-07 08:09:34,839 - mmaction - INFO - Epoch [124][680/940] lr: 2.123e-01, eta: 8 days, 9:50:50, time: 1.555, data_time: 0.006, memory: 9063, top1_acc: 0.3967, top5_acc: 0.6418, loss_cls: 2.7462, loss: 2.7462, grad_norm: 1.4187 2020-08-07 08:10:07,434 - mmaction - INFO - Epoch [124][700/940] lr: 2.123e-01, eta: 8 days, 9:24:53, time: 1.627, data_time: 0.008, memory: 9063, top1_acc: 0.3820, top5_acc: 0.6334, loss_cls: 2.7793, loss: 2.7793, grad_norm: 1.4173 2020-08-07 08:10:39,388 - mmaction - INFO - Epoch [124][720/940] lr: 2.123e-01, eta: 8 days, 8:58:56, time: 1.601, data_time: 0.005, memory: 9063, top1_acc: 0.3846, top5_acc: 0.6445, loss_cls: 2.7590, loss: 2.7590, grad_norm: 1.4013 2020-08-07 08:11:12,393 - mmaction - INFO - Epoch [124][740/940] lr: 2.123e-01, eta: 8 days, 8:33:22, time: 1.647, data_time: 0.007, memory: 9063, top1_acc: 0.3746, top5_acc: 0.6273, loss_cls: 2.8543, loss: 2.8543, grad_norm: 1.4279 2020-08-07 08:11:43,907 - mmaction - INFO - Epoch [124][760/940] lr: 2.123e-01, eta: 8 days, 8:07:32, time: 1.576, data_time: 0.007, memory: 9063, top1_acc: 0.3936, top5_acc: 0.6309, loss_cls: 2.8119, loss: 2.8119, grad_norm: 1.4088 2020-08-07 08:52:04,963 - mmaction - INFO - Epoch [124][780/940] lr: 2.123e-01, eta: 8 days, 18:54:07, time: 121.052, data_time: 0.005, memory: 9063, top1_acc: 0.3791, top5_acc: 0.6346, loss_cls: 2.7956, loss: 2.7956, grad_norm: 1.4321 2020-08-07 08:52:30,602 - mmaction - INFO - Epoch [124][800/940] lr: 2.123e-01, eta: 8 days, 18:25:00, time: 1.283, data_time: 0.006, memory: 9063, top1_acc: 0.3887, top5_acc: 0.6324, loss_cls: 2.8069, loss: 2.8069, grad_norm: 1.4322 2020-08-07 08:52:58,593 - mmaction - INFO - Epoch [124][820/940] lr: 2.123e-01, eta: 8 days, 17:56:40, time: 1.398, data_time: 0.009, memory: 9063, top1_acc: 0.3779, top5_acc: 0.6240, loss_cls: 2.8137, loss: 2.8137, grad_norm: 1.4351 2020-08-07 08:53:27,385 - mmaction - INFO - Epoch [124][840/940] lr: 2.123e-01, eta: 8 days, 17:28:45, time: 1.443, data_time: 0.007, memory: 9063, top1_acc: 0.3867, top5_acc: 0.6348, loss_cls: 2.7958, loss: 2.7958, grad_norm: 1.4097 2020-08-07 08:53:57,893 - mmaction - INFO - Epoch [124][860/940] lr: 2.123e-01, eta: 8 days, 17:01:25, time: 1.525, data_time: 0.002, memory: 9063, top1_acc: 0.3809, top5_acc: 0.6221, loss_cls: 2.7999, loss: 2.7999, grad_norm: 1.4146 2020-08-07 08:54:28,995 - mmaction - INFO - Epoch [124][880/940] lr: 2.123e-01, eta: 8 days, 16:34:24, time: 1.554, data_time: 0.006, memory: 9063, top1_acc: 0.3846, top5_acc: 0.6299, loss_cls: 2.7733, loss: 2.7733, grad_norm: 1.4283 2020-08-07 08:54:59,580 - mmaction - INFO - Epoch [124][900/940] lr: 2.123e-01, eta: 8 days, 16:07:24, time: 1.532, data_time: 0.006, memory: 9063, top1_acc: 0.3891, top5_acc: 0.6480, loss_cls: 2.7361, loss: 2.7361, grad_norm: 1.4561 2020-08-07 08:55:32,075 - mmaction - INFO - Epoch [124][920/940] lr: 2.123e-01, eta: 8 days, 15:41:03, time: 1.623, data_time: 0.005, memory: 9063, top1_acc: 0.3818, top5_acc: 0.6422, loss_cls: 2.7795, loss: 2.7795, grad_norm: 1.4419 2020-08-07 08:56:04,207 - mmaction - INFO - Epoch [124][940/940] lr: 2.123e-01, eta: 8 days, 15:14:45, time: 1.608, data_time: 0.007, memory: 9063, top1_acc: 0.4034, top5_acc: 0.6485, loss_cls: 2.7211, loss: 2.7211, grad_norm: 1.4029 2020-08-07 08:56:04,572 - mmaction - INFO - Saving checkpoint at 124 epochs 2020-08-07 09:22:51,241 - mmaction - INFO - Epoch [125][20/940] lr: 2.098e-01, eta: 8 days, 21:59:43, time: 80.217, data_time: 0.511, memory: 9063, top1_acc: 0.3807, top5_acc: 0.6441, loss_cls: 2.7575, loss: 2.7575, grad_norm: 1.4407 2020-08-07 09:23:17,606 - mmaction - INFO - Epoch [125][40/940] lr: 2.098e-01, eta: 8 days, 21:30:58, time: 1.331, data_time: 0.026, memory: 9063, top1_acc: 0.3994, top5_acc: 0.6469, loss_cls: 2.7374, loss: 2.7374, grad_norm: 1.4018 2020-08-07 09:23:44,525 - mmaction - INFO - Epoch [125][60/940] lr: 2.098e-01, eta: 8 days, 21:02:27, time: 1.347, data_time: 0.005, memory: 9063, top1_acc: 0.3947, top5_acc: 0.6449, loss_cls: 2.7218, loss: 2.7218, grad_norm: 1.4454 2020-08-07 09:24:12,078 - mmaction - INFO - Epoch [125][80/940] lr: 2.098e-01, eta: 8 days, 20:34:14, time: 1.377, data_time: 0.003, memory: 9063, top1_acc: 0.3906, top5_acc: 0.6406, loss_cls: 2.7433, loss: 2.7433, grad_norm: 1.4463 2020-08-07 09:24:40,723 - mmaction - INFO - Epoch [125][100/940] lr: 2.098e-01, eta: 8 days, 20:06:29, time: 1.432, data_time: 0.007, memory: 9063, top1_acc: 0.3951, top5_acc: 0.6451, loss_cls: 2.7471, loss: 2.7471, grad_norm: 1.4547 2020-08-07 09:25:10,017 - mmaction - INFO - Epoch [125][120/940] lr: 2.098e-01, eta: 8 days, 19:39:02, time: 1.465, data_time: 0.005, memory: 9063, top1_acc: 0.3961, top5_acc: 0.6480, loss_cls: 2.7168, loss: 2.7168, grad_norm: 1.4279 2020-08-07 09:25:40,912 - mmaction - INFO - Epoch [125][140/940] lr: 2.098e-01, eta: 8 days, 19:12:10, time: 1.545, data_time: 0.004, memory: 9063, top1_acc: 0.3850, top5_acc: 0.6348, loss_cls: 2.8047, loss: 2.8047, grad_norm: 1.4057 2020-08-07 09:26:11,559 - mmaction - INFO - Epoch [125][160/940] lr: 2.098e-01, eta: 8 days, 18:45:21, time: 1.529, data_time: 0.004, memory: 9063, top1_acc: 0.3754, top5_acc: 0.6264, loss_cls: 2.8343, loss: 2.8343, grad_norm: 1.4728 2020-08-07 09:26:43,340 - mmaction - INFO - Epoch [125][180/940] lr: 2.098e-01, eta: 8 days, 18:19:01, time: 1.592, data_time: 0.007, memory: 9063, top1_acc: 0.3688, top5_acc: 0.6354, loss_cls: 2.8241, loss: 2.8241, grad_norm: 1.4503 2020-08-07 09:27:13,767 - mmaction - INFO - Epoch [125][200/940] lr: 2.098e-01, eta: 8 days, 17:52:25, time: 1.520, data_time: 0.008, memory: 9063, top1_acc: 0.3787, top5_acc: 0.6426, loss_cls: 2.7663, loss: 2.7663, grad_norm: 1.4242 2020-08-07 09:27:44,933 - mmaction - INFO - Epoch [125][220/940] lr: 2.098e-01, eta: 8 days, 17:26:11, time: 1.561, data_time: 0.006, memory: 9063, top1_acc: 0.3973, top5_acc: 0.6473, loss_cls: 2.7145, loss: 2.7145, grad_norm: 1.4418 2020-08-07 10:37:47,453 - mmaction - INFO - Epoch [125][240/940] lr: 2.098e-01, eta: 9 days, 11:29:30, time: 210.117, data_time: 0.007, memory: 9063, top1_acc: 0.3889, top5_acc: 0.6393, loss_cls: 2.7419, loss: 2.7419, grad_norm: 1.4415 2020-08-07 11:43:31,695 - mmaction - INFO - Epoch [125][260/940] lr: 2.098e-01, eta: 10 days, 4:18:25, time: 197.209, data_time: 0.039, memory: 9063, top1_acc: 0.3893, top5_acc: 0.6430, loss_cls: 2.7564, loss: 2.7564, grad_norm: 1.4532 2020-08-07 11:43:57,439 - mmaction - INFO - Epoch [125][280/940] lr: 2.098e-01, eta: 10 days, 3:45:20, time: 1.296, data_time: 0.026, memory: 9063, top1_acc: 0.3721, top5_acc: 0.6373, loss_cls: 2.8101, loss: 2.8101, grad_norm: 1.4645 2020-08-07 11:44:23,909 - mmaction - INFO - Epoch [125][300/940] lr: 2.098e-01, eta: 10 days, 3:12:34, time: 1.325, data_time: 0.006, memory: 9063, top1_acc: 0.3867, top5_acc: 0.6463, loss_cls: 2.7492, loss: 2.7492, grad_norm: 1.4230 2020-08-07 11:44:50,611 - mmaction - INFO - Epoch [125][320/940] lr: 2.098e-01, eta: 10 days, 2:40:00, time: 1.332, data_time: 0.005, memory: 9063, top1_acc: 0.3779, top5_acc: 0.6424, loss_cls: 2.7532, loss: 2.7532, grad_norm: 1.4451 2020-08-07 11:45:19,014 - mmaction - INFO - Epoch [125][340/940] lr: 2.098e-01, eta: 10 days, 2:08:03, time: 1.421, data_time: 0.007, memory: 9063, top1_acc: 0.3883, top5_acc: 0.6459, loss_cls: 2.7375, loss: 2.7375, grad_norm: 1.4242 2020-08-07 11:45:48,090 - mmaction - INFO - Epoch [125][360/940] lr: 2.098e-01, eta: 10 days, 1:36:28, time: 1.457, data_time: 0.007, memory: 9063, top1_acc: 0.3781, top5_acc: 0.6316, loss_cls: 2.7975, loss: 2.7975, grad_norm: 1.4429 2020-08-07 11:46:17,905 - mmaction - INFO - Epoch [125][380/940] lr: 2.098e-01, eta: 10 days, 1:05:11, time: 1.486, data_time: 0.007, memory: 9063, top1_acc: 0.3834, top5_acc: 0.6475, loss_cls: 2.7947, loss: 2.7947, grad_norm: 1.4597 2020-08-07 11:46:47,997 - mmaction - INFO - Epoch [125][400/940] lr: 2.098e-01, eta: 10 days, 0:34:10, time: 1.507, data_time: 0.007, memory: 9063, top1_acc: 0.3881, top5_acc: 0.6377, loss_cls: 2.7584, loss: 2.7584, grad_norm: 1.4611 2020-08-07 11:47:18,827 - mmaction - INFO - Epoch [125][420/940] lr: 2.098e-01, eta: 10 days, 0:03:30, time: 1.543, data_time: 0.007, memory: 9063, top1_acc: 0.3650, top5_acc: 0.6264, loss_cls: 2.8138, loss: 2.8138, grad_norm: 1.4338 2020-08-07 11:47:48,801 - mmaction - INFO - Epoch [125][440/940] lr: 2.098e-01, eta: 9 days, 23:32:44, time: 1.497, data_time: 0.004, memory: 9063, top1_acc: 0.3977, top5_acc: 0.6439, loss_cls: 2.7544, loss: 2.7544, grad_norm: 1.4184 2020-08-07 11:48:20,698 - mmaction - INFO - Epoch [125][460/940] lr: 2.098e-01, eta: 9 days, 23:02:37, time: 1.594, data_time: 0.007, memory: 9063, top1_acc: 0.3820, top5_acc: 0.6275, loss_cls: 2.7909, loss: 2.7909, grad_norm: 1.4501 2020-08-07 12:08:39,523 - mmaction - INFO - Epoch [125][480/940] lr: 2.098e-01, eta: 10 days, 3:38:15, time: 60.934, data_time: 0.007, memory: 9063, top1_acc: 0.3807, top5_acc: 0.6320, loss_cls: 2.8070, loss: 2.8070, grad_norm: 1.4052 2020-08-07 12:09:05,056 - mmaction - INFO - Epoch [125][500/940] lr: 2.098e-01, eta: 10 days, 3:06:03, time: 1.287, data_time: 0.023, memory: 9063, top1_acc: 0.3781, top5_acc: 0.6391, loss_cls: 2.7839, loss: 2.7839, grad_norm: 1.4459 2020-08-07 12:09:31,357 - mmaction - INFO - Epoch [125][520/940] lr: 2.098e-01, eta: 10 days, 2:34:08, time: 1.313, data_time: 0.005, memory: 9063, top1_acc: 0.3816, top5_acc: 0.6357, loss_cls: 2.7855, loss: 2.7855, grad_norm: 1.4130 2020-08-07 12:09:58,155 - mmaction - INFO - Epoch [125][540/940] lr: 2.098e-01, eta: 10 days, 2:02:32, time: 1.342, data_time: 0.006, memory: 9063, top1_acc: 0.3869, top5_acc: 0.6346, loss_cls: 2.7823, loss: 2.7823, grad_norm: 1.4361 2020-08-07 12:10:25,996 - mmaction - INFO - Epoch [125][560/940] lr: 2.098e-01, eta: 10 days, 1:31:19, time: 1.388, data_time: 0.005, memory: 9063, top1_acc: 0.3852, top5_acc: 0.6453, loss_cls: 2.7420, loss: 2.7420, grad_norm: 1.4250 2020-08-07 12:10:55,248 - mmaction - INFO - Epoch [125][580/940] lr: 2.098e-01, eta: 10 days, 1:00:39, time: 1.467, data_time: 0.007, memory: 9063, top1_acc: 0.3904, top5_acc: 0.6387, loss_cls: 2.7797, loss: 2.7797, grad_norm: 1.4438 2020-08-07 12:11:25,031 - mmaction - INFO - Epoch [125][600/940] lr: 2.098e-01, eta: 10 days, 0:30:14, time: 1.487, data_time: 0.004, memory: 9063, top1_acc: 0.3816, top5_acc: 0.6312, loss_cls: 2.7934, loss: 2.7934, grad_norm: 1.4329 2020-08-07 12:11:55,114 - mmaction - INFO - Epoch [125][620/940] lr: 2.098e-01, eta: 10 days, 0:00:03, time: 1.505, data_time: 0.006, memory: 9063, top1_acc: 0.3893, top5_acc: 0.6318, loss_cls: 2.7864, loss: 2.7864, grad_norm: 1.4302 2020-08-07 13:12:21,525 - mmaction - INFO - Epoch [125][640/940] lr: 2.098e-01, eta: 10 days, 14:36:41, time: 181.309, data_time: 0.006, memory: 9063, top1_acc: 0.3789, top5_acc: 0.6312, loss_cls: 2.8189, loss: 2.8189, grad_norm: 1.4542 2020-08-07 13:12:47,559 - mmaction - INFO - Epoch [125][660/940] lr: 2.098e-01, eta: 10 days, 14:03:28, time: 1.314, data_time: 0.029, memory: 9063, top1_acc: 0.3867, top5_acc: 0.6410, loss_cls: 2.7393, loss: 2.7393, grad_norm: 1.4483 2020-08-07 13:13:14,156 - mmaction - INFO - Epoch [125][680/940] lr: 2.098e-01, eta: 10 days, 13:30:29, time: 1.329, data_time: 0.005, memory: 9063, top1_acc: 0.3857, top5_acc: 0.6451, loss_cls: 2.7381, loss: 2.7381, grad_norm: 1.4448 2020-08-07 13:47:46,387 - mmaction - INFO - Epoch [125][700/940] lr: 2.098e-01, eta: 10 days, 21:29:24, time: 103.610, data_time: 0.005, memory: 9063, top1_acc: 0.3816, top5_acc: 0.6404, loss_cls: 2.7491, loss: 2.7491, grad_norm: 1.4381 2020-08-07 14:03:54,253 - mmaction - INFO - Epoch [125][720/940] lr: 2.098e-01, eta: 11 days, 0:50:16, time: 48.390, data_time: 0.006, memory: 9063, top1_acc: 0.3965, top5_acc: 0.6430, loss_cls: 2.7278, loss: 2.7278, grad_norm: 1.4264 2020-08-07 15:21:57,964 - mmaction - INFO - Epoch [125][740/940] lr: 2.098e-01, eta: 11 days, 19:34:49, time: 234.176, data_time: 0.015, memory: 9063, top1_acc: 0.3865, top5_acc: 0.6299, loss_cls: 2.8086, loss: 2.8086, grad_norm: 1.4360 2020-08-07 16:05:44,339 - mmaction - INFO - Epoch [125][760/940] lr: 2.098e-01, eta: 12 days, 5:42:55, time: 131.319, data_time: 0.033, memory: 9063, top1_acc: 0.3773, top5_acc: 0.6324, loss_cls: 2.7915, loss: 2.7915, grad_norm: 1.4698 2020-08-07 16:06:10,462 - mmaction - INFO - Epoch [125][780/940] lr: 2.098e-01, eta: 12 days, 5:04:08, time: 1.321, data_time: 0.027, memory: 9063, top1_acc: 0.3725, top5_acc: 0.6270, loss_cls: 2.8177, loss: 2.8177, grad_norm: 1.4636 2020-08-07 16:06:37,050 - mmaction - INFO - Epoch [125][800/940] lr: 2.098e-01, eta: 12 days, 4:25:34, time: 1.328, data_time: 0.006, memory: 9063, top1_acc: 0.3738, top5_acc: 0.6283, loss_cls: 2.8371, loss: 2.8371, grad_norm: 1.4429 2020-08-07 16:07:05,621 - mmaction - INFO - Epoch [125][820/940] lr: 2.098e-01, eta: 12 days, 3:47:42, time: 1.431, data_time: 0.006, memory: 9063, top1_acc: 0.3941, top5_acc: 0.6420, loss_cls: 2.7510, loss: 2.7510, grad_norm: 1.4474 2020-08-07 16:07:35,334 - mmaction - INFO - Epoch [125][840/940] lr: 2.098e-01, eta: 12 days, 3:10:17, time: 1.485, data_time: 0.004, memory: 9063, top1_acc: 0.3754, top5_acc: 0.6322, loss_cls: 2.7694, loss: 2.7694, grad_norm: 1.4265 2020-08-07 16:08:05,519 - mmaction - INFO - Epoch [125][860/940] lr: 2.098e-01, eta: 12 days, 2:33:09, time: 1.508, data_time: 0.003, memory: 9063, top1_acc: 0.3725, top5_acc: 0.6305, loss_cls: 2.7968, loss: 2.7968, grad_norm: 1.4875 2020-08-07 16:34:47,003 - mmaction - INFO - Epoch [125][880/940] lr: 2.098e-01, eta: 12 days, 8:20:17, time: 80.072, data_time: 0.007, memory: 9063, top1_acc: 0.3883, top5_acc: 0.6377, loss_cls: 2.7691, loss: 2.7691, grad_norm: 1.4367 2020-08-07 16:35:13,219 - mmaction - INFO - Epoch [125][900/940] lr: 2.098e-01, eta: 12 days, 7:41:34, time: 1.310, data_time: 0.007, memory: 9063, top1_acc: 0.3795, top5_acc: 0.6400, loss_cls: 2.7861, loss: 2.7861, grad_norm: 1.4346 2020-08-07 16:35:40,164 - mmaction - INFO - Epoch [125][920/940] lr: 2.098e-01, eta: 12 days, 7:03:13, time: 1.351, data_time: 0.007, memory: 9063, top1_acc: 0.3826, top5_acc: 0.6293, loss_cls: 2.7925, loss: 2.7925, grad_norm: 1.4186 2020-08-07 16:36:07,725 - mmaction - INFO - Epoch [125][940/940] lr: 2.098e-01, eta: 12 days, 6:25:11, time: 1.378, data_time: 0.007, memory: 9063, top1_acc: 0.3888, top5_acc: 0.6356, loss_cls: 2.7749, loss: 2.7749, grad_norm: 1.4096 2020-08-07 20:55:35,666 - mmaction - INFO - Epoch [126][20/940] lr: 2.074e-01, eta: 7 days, 5:11:34, time: 136.270, data_time: 0.530, memory: 9063, top1_acc: 0.3906, top5_acc: 0.6387, loss_cls: 2.7651, loss: 2.7651, grad_norm: 1.4377 2020-08-07 20:56:01,338 - mmaction - INFO - Epoch [126][40/940] lr: 2.074e-01, eta: 7 days, 2:31:40, time: 1.286, data_time: 0.004, memory: 9063, top1_acc: 0.3979, top5_acc: 0.6518, loss_cls: 2.6872, loss: 2.6872, grad_norm: 1.4292 2020-08-07 20:56:27,720 - mmaction - INFO - Epoch [126][60/940] lr: 2.074e-01, eta: 6 days, 23:59:31, time: 1.319, data_time: 0.007, memory: 9063, top1_acc: 0.4004, top5_acc: 0.6443, loss_cls: 2.7141, loss: 2.7141, grad_norm: 1.4069 2020-08-07 20:56:56,397 - mmaction - INFO - Epoch [126][80/940] lr: 2.074e-01, eta: 6 days, 21:37:56, time: 1.434, data_time: 0.004, memory: 9063, top1_acc: 0.3783, top5_acc: 0.6318, loss_cls: 2.7909, loss: 2.7909, grad_norm: 1.4721 2020-08-07 20:57:27,279 - mmaction - INFO - Epoch [126][100/940] lr: 2.074e-01, eta: 6 days, 19:26:04, time: 1.542, data_time: 0.007, memory: 9063, top1_acc: 0.3824, top5_acc: 0.6336, loss_cls: 2.7868, loss: 2.7868, grad_norm: 1.4303 2020-08-07 20:57:58,287 - mmaction - INFO - Epoch [126][120/940] lr: 2.074e-01, eta: 6 days, 17:19:22, time: 1.548, data_time: 0.005, memory: 9063, top1_acc: 0.3955, top5_acc: 0.6459, loss_cls: 2.7192, loss: 2.7192, grad_norm: 1.4367 2020-08-07 20:58:28,806 - mmaction - INFO - Epoch [126][140/940] lr: 2.074e-01, eta: 6 days, 15:16:36, time: 1.528, data_time: 0.007, memory: 9063, top1_acc: 0.3801, top5_acc: 0.6367, loss_cls: 2.7753, loss: 2.7753, grad_norm: 1.4329 2020-08-07 20:59:01,566 - mmaction - INFO - Epoch [126][160/940] lr: 2.074e-01, eta: 6 days, 13:22:20, time: 1.637, data_time: 0.005, memory: 9063, top1_acc: 0.3891, top5_acc: 0.6461, loss_cls: 2.7228, loss: 2.7228, grad_norm: 1.4656 2020-08-07 20:59:32,925 - mmaction - INFO - Epoch [126][180/940] lr: 2.074e-01, eta: 6 days, 11:29:40, time: 1.570, data_time: 0.006, memory: 9063, top1_acc: 0.3746, top5_acc: 0.6186, loss_cls: 2.8226, loss: 2.8226, grad_norm: 1.4565 2020-08-07 21:00:10,300 - mmaction - INFO - Epoch [126][200/940] lr: 2.074e-01, eta: 6 days, 9:51:30, time: 1.864, data_time: 0.009, memory: 9063, top1_acc: 0.3859, top5_acc: 0.6445, loss_cls: 2.7503, loss: 2.7503, grad_norm: 1.4435 2020-08-07 21:00:40,512 - mmaction - INFO - Epoch [126][220/940] lr: 2.074e-01, eta: 6 days, 8:04:25, time: 1.516, data_time: 0.008, memory: 9063, top1_acc: 0.3807, top5_acc: 0.6357, loss_cls: 2.7778, loss: 2.7778, grad_norm: 1.4291 2020-08-07 21:01:13,532 - mmaction - INFO - Epoch [126][240/940] lr: 2.074e-01, eta: 6 days, 6:25:33, time: 1.649, data_time: 0.005, memory: 9063, top1_acc: 0.3908, top5_acc: 0.6480, loss_cls: 2.7110, loss: 2.7110, grad_norm: 1.4326 2020-08-07 21:01:47,710 - mmaction - INFO - Epoch [126][260/940] lr: 2.074e-01, eta: 6 days, 4:52:05, time: 1.711, data_time: 0.005, memory: 9063, top1_acc: 0.3928, top5_acc: 0.6477, loss_cls: 2.7482, loss: 2.7482, grad_norm: 1.4671 2020-08-07 21:02:20,322 - mmaction - INFO - Epoch [126][280/940] lr: 2.074e-01, eta: 6 days, 3:18:57, time: 1.630, data_time: 0.006, memory: 9063, top1_acc: 0.3781, top5_acc: 0.6303, loss_cls: 2.7972, loss: 2.7972, grad_norm: 1.4552 2020-08-07 21:02:53,880 - mmaction - INFO - Epoch [126][300/940] lr: 2.074e-01, eta: 6 days, 1:50:18, time: 1.675, data_time: 0.006, memory: 9063, top1_acc: 0.3871, top5_acc: 0.6500, loss_cls: 2.7547, loss: 2.7547, grad_norm: 1.4086 2020-08-07 21:03:26,511 - mmaction - INFO - Epoch [126][320/940] lr: 2.074e-01, eta: 6 days, 0:23:06, time: 1.634, data_time: 0.006, memory: 9063, top1_acc: 0.3906, top5_acc: 0.6428, loss_cls: 2.7545, loss: 2.7545, grad_norm: 1.4548 2020-08-07 21:04:00,245 - mmaction - INFO - Epoch [126][340/940] lr: 2.074e-01, eta: 5 days, 23:00:10, time: 1.683, data_time: 0.002, memory: 9063, top1_acc: 0.3814, top5_acc: 0.6361, loss_cls: 2.7758, loss: 2.7758, grad_norm: 1.4631 2020-08-07 21:04:33,013 - mmaction - INFO - Epoch [126][360/940] lr: 2.074e-01, eta: 5 days, 21:38:24, time: 1.639, data_time: 0.010, memory: 9063, top1_acc: 0.3879, top5_acc: 0.6451, loss_cls: 2.7312, loss: 2.7312, grad_norm: 1.4531 2020-08-07 21:05:05,584 - mmaction - INFO - Epoch [126][380/940] lr: 2.074e-01, eta: 5 days, 20:18:51, time: 1.631, data_time: 0.006, memory: 9063, top1_acc: 0.3771, top5_acc: 0.6275, loss_cls: 2.8183, loss: 2.8183, grad_norm: 1.4418 2020-08-07 21:05:39,728 - mmaction - INFO - Epoch [126][400/940] lr: 2.074e-01, eta: 5 days, 19:03:55, time: 1.706, data_time: 0.002, memory: 9063, top1_acc: 0.3879, top5_acc: 0.6455, loss_cls: 2.7567, loss: 2.7567, grad_norm: 1.4200 2020-08-07 21:06:12,957 - mmaction - INFO - Epoch [126][420/940] lr: 2.074e-01, eta: 5 days, 17:49:45, time: 1.658, data_time: 0.006, memory: 9063, top1_acc: 0.3840, top5_acc: 0.6355, loss_cls: 2.7753, loss: 2.7753, grad_norm: 1.4470 2020-08-07 21:06:46,512 - mmaction - INFO - Epoch [126][440/940] lr: 2.074e-01, eta: 5 days, 16:38:25, time: 1.682, data_time: 0.007, memory: 9063, top1_acc: 0.3811, top5_acc: 0.6455, loss_cls: 2.7542, loss: 2.7542, grad_norm: 1.4452 2020-08-07 21:09:14,503 - mmaction - INFO - Epoch [126][460/940] lr: 2.074e-01, eta: 5 days, 18:16:04, time: 7.398, data_time: 0.005, memory: 9063, top1_acc: 0.3916, top5_acc: 0.6414, loss_cls: 2.7530, loss: 2.7530, grad_norm: 1.4531 2020-08-07 22:02:48,444 - mmaction - INFO - Epoch [126][480/940] lr: 2.074e-01, eta: 8 days, 21:24:29, time: 160.682, data_time: 0.005, memory: 9063, top1_acc: 0.4006, top5_acc: 0.6418, loss_cls: 2.7132, loss: 2.7132, grad_norm: 1.4359 2020-08-07 22:03:14,692 - mmaction - INFO - Epoch [126][500/940] lr: 2.074e-01, eta: 8 days, 19:02:17, time: 1.328, data_time: 0.029, memory: 9063, top1_acc: 0.3770, top5_acc: 0.6297, loss_cls: 2.8035, loss: 2.8035, grad_norm: 1.4537 2020-08-07 22:03:43,005 - mmaction - INFO - Epoch [126][520/940] lr: 2.074e-01, eta: 8 days, 16:46:26, time: 1.416, data_time: 0.007, memory: 9063, top1_acc: 0.3904, top5_acc: 0.6314, loss_cls: 2.7688, loss: 2.7688, grad_norm: 1.4288 2020-08-07 22:04:11,926 - mmaction - INFO - Epoch [126][540/940] lr: 2.074e-01, eta: 8 days, 14:35:04, time: 1.446, data_time: 0.005, memory: 9063, top1_acc: 0.3836, top5_acc: 0.6414, loss_cls: 2.7320, loss: 2.7320, grad_norm: 1.4177 2020-08-07 22:04:42,729 - mmaction - INFO - Epoch [126][560/940] lr: 2.074e-01, eta: 8 days, 12:29:45, time: 1.540, data_time: 0.005, memory: 9063, top1_acc: 0.3963, top5_acc: 0.6479, loss_cls: 2.7252, loss: 2.7252, grad_norm: 1.4254 2020-08-07 22:05:14,054 - mmaction - INFO - Epoch [126][580/940] lr: 2.074e-01, eta: 8 days, 10:28:21, time: 1.563, data_time: 0.005, memory: 9063, top1_acc: 0.3943, top5_acc: 0.6311, loss_cls: 2.7857, loss: 2.7857, grad_norm: 1.4501 2020-08-07 22:05:46,262 - mmaction - INFO - Epoch [126][600/940] lr: 2.074e-01, eta: 8 days, 8:31:20, time: 1.610, data_time: 0.007, memory: 9063, top1_acc: 0.4037, top5_acc: 0.6559, loss_cls: 2.6739, loss: 2.6739, grad_norm: 1.4411 2020-08-07 22:06:17,998 - mmaction - INFO - Epoch [126][620/940] lr: 2.074e-01, eta: 8 days, 6:36:47, time: 1.591, data_time: 0.007, memory: 9063, top1_acc: 0.3834, top5_acc: 0.6328, loss_cls: 2.7976, loss: 2.7976, grad_norm: 1.4463 2020-08-07 22:06:50,359 - mmaction - INFO - Epoch [126][640/940] lr: 2.074e-01, eta: 8 days, 4:45:49, time: 1.617, data_time: 0.005, memory: 9063, top1_acc: 0.3809, top5_acc: 0.6371, loss_cls: 2.7878, loss: 2.7878, grad_norm: 1.4239 2020-08-07 22:07:22,489 - mmaction - INFO - Epoch [126][660/940] lr: 2.074e-01, eta: 8 days, 2:57:22, time: 1.608, data_time: 0.005, memory: 9063, top1_acc: 0.3787, top5_acc: 0.6400, loss_cls: 2.7803, loss: 2.7803, grad_norm: 1.4288 2020-08-07 22:07:55,483 - mmaction - INFO - Epoch [126][680/940] lr: 2.074e-01, eta: 8 days, 1:12:31, time: 1.645, data_time: 0.004, memory: 9063, top1_acc: 0.3811, top5_acc: 0.6375, loss_cls: 2.7572, loss: 2.7572, grad_norm: 1.4443 2020-08-07 22:08:28,791 - mmaction - INFO - Epoch [126][700/940] lr: 2.074e-01, eta: 7 days, 23:30:50, time: 1.669, data_time: 0.007, memory: 9063, top1_acc: 0.3943, top5_acc: 0.6348, loss_cls: 2.7575, loss: 2.7575, grad_norm: 1.4382 2020-08-07 22:09:02,309 - mmaction - INFO - Epoch [126][720/940] lr: 2.074e-01, eta: 7 days, 21:51:41, time: 1.674, data_time: 0.005, memory: 9063, top1_acc: 0.3846, top5_acc: 0.6363, loss_cls: 2.7822, loss: 2.7822, grad_norm: 1.4414 2020-08-07 22:09:36,221 - mmaction - INFO - Epoch [126][740/940] lr: 2.074e-01, eta: 7 days, 20:15:27, time: 1.697, data_time: 0.006, memory: 9063, top1_acc: 0.3883, top5_acc: 0.6432, loss_cls: 2.7228, loss: 2.7228, grad_norm: 1.4759 2020-08-07 22:10:09,676 - mmaction - INFO - Epoch [126][760/940] lr: 2.074e-01, eta: 7 days, 18:40:51, time: 1.672, data_time: 0.005, memory: 9063, top1_acc: 0.3914, top5_acc: 0.6430, loss_cls: 2.7708, loss: 2.7708, grad_norm: 1.4357 2020-08-07 22:43:14,720 - mmaction - INFO - Epoch [126][780/940] lr: 2.074e-01, eta: 9 days, 7:42:19, time: 99.249, data_time: 0.003, memory: 9063, top1_acc: 0.3941, top5_acc: 0.6420, loss_cls: 2.7474, loss: 2.7474, grad_norm: 1.4217 2020-08-07 23:48:32,102 - mmaction - INFO - Epoch [126][800/940] lr: 2.074e-01, eta: 12 days, 9:36:18, time: 195.865, data_time: 0.007, memory: 9063, top1_acc: 0.3688, top5_acc: 0.6412, loss_cls: 2.8125, loss: 2.8125, grad_norm: 1.4677 2020-08-08 00:18:46,839 - mmaction - INFO - Epoch [126][820/940] lr: 2.074e-01, eta: 13 days, 17:12:33, time: 90.736, data_time: 0.022, memory: 9063, top1_acc: 0.3885, top5_acc: 0.6357, loss_cls: 2.7650, loss: 2.7650, grad_norm: 1.4383 2020-08-08 00:19:13,136 - mmaction - INFO - Epoch [126][840/940] lr: 2.074e-01, eta: 13 days, 13:57:45, time: 1.324, data_time: 0.020, memory: 9063, top1_acc: 0.3816, top5_acc: 0.6303, loss_cls: 2.7894, loss: 2.7894, grad_norm: 1.4490 2020-08-08 00:19:41,525 - mmaction - INFO - Epoch [126][860/940] lr: 2.074e-01, eta: 13 days, 10:49:23, time: 1.418, data_time: 0.005, memory: 9063, top1_acc: 0.3785, top5_acc: 0.6201, loss_cls: 2.8285, loss: 2.8285, grad_norm: 1.4248 2020-08-08 00:20:10,669 - mmaction - INFO - Epoch [126][880/940] lr: 2.074e-01, eta: 13 days, 7:46:03, time: 1.458, data_time: 0.005, memory: 9063, top1_acc: 0.3852, top5_acc: 0.6326, loss_cls: 2.7670, loss: 2.7670, grad_norm: 1.4174 2020-08-08 00:20:41,617 - mmaction - INFO - Epoch [126][900/940] lr: 2.074e-01, eta: 13 days, 4:48:41, time: 1.548, data_time: 0.003, memory: 9063, top1_acc: 0.3809, top5_acc: 0.6344, loss_cls: 2.7872, loss: 2.7872, grad_norm: 1.4461 2020-08-08 00:21:11,816 - mmaction - INFO - Epoch [126][920/940] lr: 2.074e-01, eta: 13 days, 1:54:15, time: 1.508, data_time: 0.007, memory: 9063, top1_acc: 0.3883, top5_acc: 0.6402, loss_cls: 2.7885, loss: 2.7885, grad_norm: 1.4459 2020-08-08 00:21:43,203 - mmaction - INFO - Epoch [126][940/940] lr: 2.074e-01, eta: 12 days, 23:04:52, time: 1.571, data_time: 0.005, memory: 9063, top1_acc: 0.3772, top5_acc: 0.6278, loss_cls: 2.7974, loss: 2.7974, grad_norm: 1.4410 2020-08-08 01:17:11,468 - mmaction - INFO - Epoch [127][20/940] lr: 2.049e-01, eta: 15 days, 7:11:51, time: 166.385, data_time: 0.591, memory: 9063, top1_acc: 0.3951, top5_acc: 0.6488, loss_cls: 2.7089, loss: 2.7089, grad_norm: 1.4215 2020-08-08 01:17:36,949 - mmaction - INFO - Epoch [127][40/940] lr: 2.049e-01, eta: 15 days, 3:45:56, time: 1.280, data_time: 0.018, memory: 9063, top1_acc: 0.3943, top5_acc: 0.6494, loss_cls: 2.7217, loss: 2.7217, grad_norm: 1.4421 2020-08-08 01:18:03,555 - mmaction - INFO - Epoch [127][60/940] lr: 2.049e-01, eta: 15 days, 0:25:17, time: 1.329, data_time: 0.008, memory: 9063, top1_acc: 0.3900, top5_acc: 0.6414, loss_cls: 2.7503, loss: 2.7503, grad_norm: 1.4485 2020-08-08 01:18:30,409 - mmaction - INFO - Epoch [127][80/940] lr: 2.049e-01, eta: 14 days, 21:09:02, time: 1.345, data_time: 0.006, memory: 9063, top1_acc: 0.3895, top5_acc: 0.6299, loss_cls: 2.7809, loss: 2.7809, grad_norm: 1.4457 2020-08-08 01:18:58,704 - mmaction - INFO - Epoch [127][100/940] lr: 2.049e-01, eta: 14 days, 17:58:05, time: 1.409, data_time: 0.007, memory: 9063, top1_acc: 0.4004, top5_acc: 0.6506, loss_cls: 2.6906, loss: 2.6906, grad_norm: 1.4399 2020-08-08 01:19:28,398 - mmaction - INFO - Epoch [127][120/940] lr: 2.049e-01, eta: 14 days, 14:52:35, time: 1.490, data_time: 0.008, memory: 9063, top1_acc: 0.4000, top5_acc: 0.6512, loss_cls: 2.7214, loss: 2.7214, grad_norm: 1.4256 2020-08-08 01:20:00,035 - mmaction - INFO - Epoch [127][140/940] lr: 2.049e-01, eta: 14 days, 11:52:33, time: 1.580, data_time: 0.005, memory: 9063, top1_acc: 0.4006, top5_acc: 0.6400, loss_cls: 2.7379, loss: 2.7379, grad_norm: 1.4485 2020-08-08 01:20:31,247 - mmaction - INFO - Epoch [127][160/940] lr: 2.049e-01, eta: 14 days, 8:55:41, time: 1.562, data_time: 0.005, memory: 9063, top1_acc: 0.3889, top5_acc: 0.6371, loss_cls: 2.7720, loss: 2.7720, grad_norm: 1.4502 2020-08-08 01:21:02,283 - mmaction - INFO - Epoch [127][180/940] lr: 2.049e-01, eta: 14 days, 6:02:02, time: 1.552, data_time: 0.004, memory: 9063, top1_acc: 0.3893, top5_acc: 0.6314, loss_cls: 2.7773, loss: 2.7773, grad_norm: 1.4254 2020-08-08 01:21:33,887 - mmaction - INFO - Epoch [127][200/940] lr: 2.049e-01, eta: 14 days, 3:12:16, time: 1.580, data_time: 0.006, memory: 9063, top1_acc: 0.4021, top5_acc: 0.6508, loss_cls: 2.7071, loss: 2.7071, grad_norm: 1.4272 2020-08-08 01:22:06,126 - mmaction - INFO - Epoch [127][220/940] lr: 2.049e-01, eta: 14 days, 0:26:19, time: 1.611, data_time: 0.004, memory: 9063, top1_acc: 0.3742, top5_acc: 0.6314, loss_cls: 2.8044, loss: 2.8044, grad_norm: 1.4785 2020-08-08 01:22:37,702 - mmaction - INFO - Epoch [127][240/940] lr: 2.049e-01, eta: 13 days, 21:42:48, time: 1.575, data_time: 0.007, memory: 9063, top1_acc: 0.3963, top5_acc: 0.6459, loss_cls: 2.7192, loss: 2.7192, grad_norm: 1.4409 2020-08-08 01:23:11,424 - mmaction - INFO - Epoch [127][260/940] lr: 2.049e-01, eta: 13 days, 19:04:33, time: 1.691, data_time: 0.008, memory: 9063, top1_acc: 0.3881, top5_acc: 0.6369, loss_cls: 2.7659, loss: 2.7659, grad_norm: 1.4580 2020-08-08 01:23:43,241 - mmaction - INFO - Epoch [127][280/940] lr: 2.049e-01, eta: 13 days, 16:27:17, time: 1.589, data_time: 0.006, memory: 9063, top1_acc: 0.3904, top5_acc: 0.6490, loss_cls: 2.7270, loss: 2.7270, grad_norm: 1.4078 2020-08-08 01:24:15,978 - mmaction - INFO - Epoch [127][300/940] lr: 2.049e-01, eta: 13 days, 13:53:50, time: 1.639, data_time: 0.005, memory: 9063, top1_acc: 0.3930, top5_acc: 0.6451, loss_cls: 2.7447, loss: 2.7447, grad_norm: 1.4305 2020-08-08 01:24:49,142 - mmaction - INFO - Epoch [127][320/940] lr: 2.049e-01, eta: 13 days, 11:23:26, time: 1.654, data_time: 0.007, memory: 9063, top1_acc: 0.3828, top5_acc: 0.6453, loss_cls: 2.7627, loss: 2.7627, grad_norm: 1.4532 2020-08-08 01:25:22,569 - mmaction - INFO - Epoch [127][340/940] lr: 2.049e-01, eta: 13 days, 8:56:07, time: 1.675, data_time: 0.007, memory: 9063, top1_acc: 0.3832, top5_acc: 0.6336, loss_cls: 2.8056, loss: 2.8056, grad_norm: 1.4232 2020-08-08 01:25:55,148 - mmaction - INFO - Epoch [127][360/940] lr: 2.049e-01, eta: 13 days, 6:30:34, time: 1.628, data_time: 0.004, memory: 9063, top1_acc: 0.3857, top5_acc: 0.6457, loss_cls: 2.7409, loss: 2.7409, grad_norm: 1.4312 2020-08-08 01:26:28,939 - mmaction - INFO - Epoch [127][380/940] lr: 2.049e-01, eta: 13 days, 4:08:41, time: 1.689, data_time: 0.006, memory: 9063, top1_acc: 0.3986, top5_acc: 0.6488, loss_cls: 2.7123, loss: 2.7123, grad_norm: 1.4427 2020-08-08 01:27:02,099 - mmaction - INFO - Epoch [127][400/940] lr: 2.049e-01, eta: 13 days, 1:48:46, time: 1.659, data_time: 0.007, memory: 9063, top1_acc: 0.3828, top5_acc: 0.6400, loss_cls: 2.7828, loss: 2.7828, grad_norm: 1.4443 2020-08-08 01:27:36,120 - mmaction - INFO - Epoch [127][420/940] lr: 2.049e-01, eta: 12 days, 23:31:58, time: 1.700, data_time: 0.006, memory: 9063, top1_acc: 0.3861, top5_acc: 0.6342, loss_cls: 2.8080, loss: 2.8080, grad_norm: 1.4514 2020-08-08 01:28:09,308 - mmaction - INFO - Epoch [127][440/940] lr: 2.049e-01, eta: 12 days, 21:16:50, time: 1.660, data_time: 0.007, memory: 9063, top1_acc: 0.3928, top5_acc: 0.6447, loss_cls: 2.7389, loss: 2.7389, grad_norm: 1.4131 2020-08-08 01:28:41,931 - mmaction - INFO - Epoch [127][460/940] lr: 2.049e-01, eta: 12 days, 19:03:30, time: 1.632, data_time: 0.006, memory: 9063, top1_acc: 0.3844, top5_acc: 0.6352, loss_cls: 2.7493, loss: 2.7493, grad_norm: 1.4113 2020-08-08 01:29:14,371 - mmaction - INFO - Epoch [127][480/940] lr: 2.049e-01, eta: 12 days, 16:52:13, time: 1.620, data_time: 0.007, memory: 9063, top1_acc: 0.3830, top5_acc: 0.6285, loss_cls: 2.7933, loss: 2.7933, grad_norm: 1.4525 2020-08-08 01:29:47,393 - mmaction - INFO - Epoch [127][500/940] lr: 2.049e-01, eta: 12 days, 14:43:41, time: 1.652, data_time: 0.005, memory: 9063, top1_acc: 0.3994, top5_acc: 0.6486, loss_cls: 2.7326, loss: 2.7326, grad_norm: 1.4046 2020-08-08 01:30:20,153 - mmaction - INFO - Epoch [127][520/940] lr: 2.049e-01, eta: 12 days, 12:37:01, time: 1.637, data_time: 0.007, memory: 9063, top1_acc: 0.3885, top5_acc: 0.6420, loss_cls: 2.7503, loss: 2.7503, grad_norm: 1.4531 2020-08-08 01:30:55,072 - mmaction - INFO - Epoch [127][540/940] lr: 2.049e-01, eta: 12 days, 10:34:17, time: 1.746, data_time: 0.006, memory: 9063, top1_acc: 0.3828, top5_acc: 0.6385, loss_cls: 2.7560, loss: 2.7560, grad_norm: 1.4421 2020-08-08 02:25:08,832 - mmaction - INFO - Epoch [127][560/940] lr: 2.049e-01, eta: 14 days, 5:07:47, time: 162.676, data_time: 0.008, memory: 9063, top1_acc: 0.3932, top5_acc: 0.6352, loss_cls: 2.7803, loss: 2.7803, grad_norm: 1.4670 2020-08-08 02:25:34,167 - mmaction - INFO - Epoch [127][580/940] lr: 2.049e-01, eta: 14 days, 2:39:08, time: 1.280, data_time: 0.022, memory: 9063, top1_acc: 0.3857, top5_acc: 0.6336, loss_cls: 2.7931, loss: 2.7931, grad_norm: 1.4460 2020-08-08 02:26:00,642 - mmaction - INFO - Epoch [127][600/940] lr: 2.049e-01, eta: 14 days, 0:13:34, time: 1.322, data_time: 0.005, memory: 9063, top1_acc: 0.3842, top5_acc: 0.6422, loss_cls: 2.7543, loss: 2.7543, grad_norm: 1.4519 2020-08-08 02:26:28,648 - mmaction - INFO - Epoch [127][620/940] lr: 2.049e-01, eta: 13 days, 21:51:37, time: 1.402, data_time: 0.007, memory: 9063, top1_acc: 0.3803, top5_acc: 0.6307, loss_cls: 2.7895, loss: 2.7895, grad_norm: 1.4449 2020-08-08 02:26:58,416 - mmaction - INFO - Epoch [127][640/940] lr: 2.049e-01, eta: 13 days, 19:33:16, time: 1.487, data_time: 0.008, memory: 9063, top1_acc: 0.3803, top5_acc: 0.6393, loss_cls: 2.7601, loss: 2.7601, grad_norm: 1.4635 2020-08-08 02:27:29,183 - mmaction - INFO - Epoch [127][660/940] lr: 2.049e-01, eta: 13 days, 17:17:57, time: 1.541, data_time: 0.007, memory: 9063, top1_acc: 0.3971, top5_acc: 0.6492, loss_cls: 2.7120, loss: 2.7120, grad_norm: 1.4362 2020-08-08 02:27:59,550 - mmaction - INFO - Epoch [127][680/940] lr: 2.049e-01, eta: 13 days, 15:04:23, time: 1.518, data_time: 0.005, memory: 9063, top1_acc: 0.3937, top5_acc: 0.6498, loss_cls: 2.7288, loss: 2.7288, grad_norm: 1.4543 2020-08-08 02:28:30,730 - mmaction - INFO - Epoch [127][700/940] lr: 2.049e-01, eta: 13 days, 12:53:32, time: 1.559, data_time: 0.004, memory: 9063, top1_acc: 0.3838, top5_acc: 0.6340, loss_cls: 2.7869, loss: 2.7869, grad_norm: 1.4430 2020-08-08 02:29:01,795 - mmaction - INFO - Epoch [127][720/940] lr: 2.049e-01, eta: 13 days, 10:44:34, time: 1.552, data_time: 0.005, memory: 9063, top1_acc: 0.4029, top5_acc: 0.6434, loss_cls: 2.7237, loss: 2.7237, grad_norm: 1.3970 2020-08-08 02:29:34,151 - mmaction - INFO - Epoch [127][740/940] lr: 2.049e-01, eta: 13 days, 8:38:36, time: 1.619, data_time: 0.005, memory: 9063, top1_acc: 0.3900, top5_acc: 0.6436, loss_cls: 2.7486, loss: 2.7486, grad_norm: 1.4525 2020-08-08 02:30:06,334 - mmaction - INFO - Epoch [127][760/940] lr: 2.049e-01, eta: 13 days, 6:34:23, time: 1.609, data_time: 0.005, memory: 9063, top1_acc: 0.3828, top5_acc: 0.6295, loss_cls: 2.8030, loss: 2.8030, grad_norm: 1.4292 2020-08-08 02:30:38,242 - mmaction - INFO - Epoch [127][780/940] lr: 2.049e-01, eta: 13 days, 4:31:49, time: 1.595, data_time: 0.003, memory: 9063, top1_acc: 0.3830, top5_acc: 0.6301, loss_cls: 2.8007, loss: 2.8007, grad_norm: 1.4427 2020-08-08 02:31:10,434 - mmaction - INFO - Epoch [127][800/940] lr: 2.049e-01, eta: 13 days, 2:31:16, time: 1.608, data_time: 0.005, memory: 9063, top1_acc: 0.3785, top5_acc: 0.6213, loss_cls: 2.8096, loss: 2.8096, grad_norm: 1.4204 2020-08-08 02:31:42,932 - mmaction - INFO - Epoch [127][820/940] lr: 2.049e-01, eta: 13 days, 0:32:43, time: 1.624, data_time: 0.006, memory: 9063, top1_acc: 0.3918, top5_acc: 0.6373, loss_cls: 2.7700, loss: 2.7700, grad_norm: 1.4398 2020-08-08 02:32:14,449 - mmaction - INFO - Epoch [127][840/940] lr: 2.049e-01, eta: 12 days, 22:35:13, time: 1.577, data_time: 0.009, memory: 9063, top1_acc: 0.3768, top5_acc: 0.6338, loss_cls: 2.7864, loss: 2.7864, grad_norm: 1.4518 2020-08-08 02:32:46,517 - mmaction - INFO - Epoch [127][860/940] lr: 2.049e-01, eta: 12 days, 20:39:48, time: 1.602, data_time: 0.007, memory: 9063, top1_acc: 0.3824, top5_acc: 0.6404, loss_cls: 2.7423, loss: 2.7423, grad_norm: 1.4577 2020-08-08 02:33:18,765 - mmaction - INFO - Epoch [127][880/940] lr: 2.049e-01, eta: 12 days, 18:46:12, time: 1.614, data_time: 0.008, memory: 9063, top1_acc: 0.3854, top5_acc: 0.6422, loss_cls: 2.7588, loss: 2.7588, grad_norm: 1.4579 2020-08-08 02:33:50,435 - mmaction - INFO - Epoch [127][900/940] lr: 2.049e-01, eta: 12 days, 16:53:46, time: 1.581, data_time: 0.008, memory: 9063, top1_acc: 0.3836, top5_acc: 0.6379, loss_cls: 2.7794, loss: 2.7794, grad_norm: 1.4398 2020-08-08 02:34:22,069 - mmaction - INFO - Epoch [127][920/940] lr: 2.049e-01, eta: 12 days, 15:03:00, time: 1.586, data_time: 0.007, memory: 9063, top1_acc: 0.3885, top5_acc: 0.6396, loss_cls: 2.7623, loss: 2.7623, grad_norm: 1.4240 2020-08-08 02:34:54,090 - mmaction - INFO - Epoch [127][940/940] lr: 2.049e-01, eta: 12 days, 13:14:00, time: 1.600, data_time: 0.006, memory: 9063, top1_acc: 0.3935, top5_acc: 0.6386, loss_cls: 2.7926, loss: 2.7926, grad_norm: 1.4536 2020-08-08 03:30:08,439 - mmaction - INFO - Epoch [128][20/940] lr: 2.025e-01, eta: 14 days, 2:21:26, time: 165.683, data_time: 0.591, memory: 9063, top1_acc: 0.3908, top5_acc: 0.6471, loss_cls: 2.7353, loss: 2.7353, grad_norm: 1.4611 2020-08-08 03:38:39,253 - mmaction - INFO - Epoch [128][40/940] lr: 2.025e-01, eta: 14 days, 5:57:07, time: 25.550, data_time: 0.023, memory: 9063, top1_acc: 0.3855, top5_acc: 0.6469, loss_cls: 2.7342, loss: 2.7342, grad_norm: 1.4459 2020-08-08 03:39:05,461 - mmaction - INFO - Epoch [128][60/940] lr: 2.025e-01, eta: 14 days, 3:49:40, time: 1.311, data_time: 0.007, memory: 9063, top1_acc: 0.3947, top5_acc: 0.6426, loss_cls: 2.7303, loss: 2.7303, grad_norm: 1.4394 2020-08-08 03:39:32,099 - mmaction - INFO - Epoch [128][80/940] lr: 2.025e-01, eta: 14 days, 1:44:12, time: 1.328, data_time: 0.007, memory: 9063, top1_acc: 0.3877, top5_acc: 0.6357, loss_cls: 2.7748, loss: 2.7748, grad_norm: 1.4680 2020-08-08 03:39:58,956 - mmaction - INFO - Epoch [128][100/940] lr: 2.025e-01, eta: 13 days, 23:40:43, time: 1.348, data_time: 0.008, memory: 9063, top1_acc: 0.3840, top5_acc: 0.6379, loss_cls: 2.7497, loss: 2.7497, grad_norm: 1.4455 2020-08-08 03:40:26,448 - mmaction - INFO - Epoch [128][120/940] lr: 2.025e-01, eta: 13 days, 21:39:16, time: 1.373, data_time: 0.007, memory: 9063, top1_acc: 0.3947, top5_acc: 0.6432, loss_cls: 2.7270, loss: 2.7270, grad_norm: 1.4640 2020-08-08 03:40:55,316 - mmaction - INFO - Epoch [128][140/940] lr: 2.025e-01, eta: 13 days, 19:40:26, time: 1.445, data_time: 0.005, memory: 9063, top1_acc: 0.3816, top5_acc: 0.6443, loss_cls: 2.7569, loss: 2.7569, grad_norm: 1.4608 2020-08-08 03:41:24,522 - mmaction - INFO - Epoch [128][160/940] lr: 2.025e-01, eta: 13 days, 17:43:21, time: 1.457, data_time: 0.002, memory: 9063, top1_acc: 0.3916, top5_acc: 0.6357, loss_cls: 2.7587, loss: 2.7587, grad_norm: 1.4406 2020-08-08 03:41:53,570 - mmaction - INFO - Epoch [128][180/940] lr: 2.025e-01, eta: 13 days, 15:47:47, time: 1.455, data_time: 0.006, memory: 9063, top1_acc: 0.3937, top5_acc: 0.6479, loss_cls: 2.7244, loss: 2.7244, grad_norm: 1.4186 2020-08-08 03:42:23,074 - mmaction - INFO - Epoch [128][200/940] lr: 2.025e-01, eta: 13 days, 13:54:00, time: 1.473, data_time: 0.005, memory: 9063, top1_acc: 0.3951, top5_acc: 0.6439, loss_cls: 2.7385, loss: 2.7385, grad_norm: 1.4342 2020-08-08 03:42:53,021 - mmaction - INFO - Epoch [128][220/940] lr: 2.025e-01, eta: 13 days, 12:02:02, time: 1.499, data_time: 0.006, memory: 9063, top1_acc: 0.3891, top5_acc: 0.6479, loss_cls: 2.7298, loss: 2.7298, grad_norm: 1.4257 2020-08-08 03:43:24,049 - mmaction - INFO - Epoch [128][240/940] lr: 2.025e-01, eta: 13 days, 10:12:14, time: 1.552, data_time: 0.006, memory: 9063, top1_acc: 0.3982, top5_acc: 0.6557, loss_cls: 2.6922, loss: 2.6922, grad_norm: 1.4380 2020-08-08 03:43:53,860 - mmaction - INFO - Epoch [128][260/940] lr: 2.025e-01, eta: 13 days, 8:23:02, time: 1.490, data_time: 0.004, memory: 9063, top1_acc: 0.3949, top5_acc: 0.6477, loss_cls: 2.7267, loss: 2.7267, grad_norm: 1.4749 2020-08-08 03:44:25,728 - mmaction - INFO - Epoch [128][280/940] lr: 2.025e-01, eta: 13 days, 6:36:33, time: 1.590, data_time: 0.007, memory: 9063, top1_acc: 0.3820, top5_acc: 0.6338, loss_cls: 2.7805, loss: 2.7805, grad_norm: 1.4912 2020-08-08 03:44:55,565 - mmaction - INFO - Epoch [128][300/940] lr: 2.025e-01, eta: 13 days, 4:50:11, time: 1.496, data_time: 0.006, memory: 9063, top1_acc: 0.3930, top5_acc: 0.6457, loss_cls: 2.7375, loss: 2.7375, grad_norm: 1.4425 2020-08-08 03:45:27,104 - mmaction - INFO - Epoch [128][320/940] lr: 2.025e-01, eta: 13 days, 3:06:12, time: 1.575, data_time: 0.005, memory: 9063, top1_acc: 0.3939, top5_acc: 0.6434, loss_cls: 2.7496, loss: 2.7496, grad_norm: 1.4448 2020-08-08 03:45:58,387 - mmaction - INFO - Epoch [128][340/940] lr: 2.025e-01, eta: 13 days, 1:23:25, time: 1.567, data_time: 0.007, memory: 9063, top1_acc: 0.3855, top5_acc: 0.6406, loss_cls: 2.7716, loss: 2.7716, grad_norm: 1.4582 2020-08-08 03:46:29,483 - mmaction - INFO - Epoch [128][360/940] lr: 2.025e-01, eta: 12 days, 23:41:43, time: 1.550, data_time: 0.005, memory: 9063, top1_acc: 0.3898, top5_acc: 0.6416, loss_cls: 2.7362, loss: 2.7362, grad_norm: 1.4547 2020-08-08 03:55:25,707 - mmaction - INFO - Epoch [128][380/940] lr: 2.025e-01, eta: 13 days, 3:19:24, time: 26.815, data_time: 0.007, memory: 9063, top1_acc: 0.3855, top5_acc: 0.6367, loss_cls: 2.7894, loss: 2.7894, grad_norm: 1.4646 2020-08-08 04:48:05,762 - mmaction - INFO - Epoch [128][400/940] lr: 2.025e-01, eta: 14 days, 10:15:29, time: 157.992, data_time: 0.006, memory: 9063, top1_acc: 0.3973, top5_acc: 0.6471, loss_cls: 2.7109, loss: 2.7109, grad_norm: 1.4517 2020-08-08 04:48:31,555 - mmaction - INFO - Epoch [128][420/940] lr: 2.025e-01, eta: 14 days, 8:19:59, time: 1.300, data_time: 0.020, memory: 9063, top1_acc: 0.3943, top5_acc: 0.6492, loss_cls: 2.7302, loss: 2.7302, grad_norm: 1.4623 2020-08-08 04:48:58,258 - mmaction - INFO - Epoch [128][440/940] lr: 2.025e-01, eta: 14 days, 6:26:17, time: 1.331, data_time: 0.005, memory: 9063, top1_acc: 0.4014, top5_acc: 0.6486, loss_cls: 2.7020, loss: 2.7020, grad_norm: 1.4444 2020-08-08 04:49:26,623 - mmaction - INFO - Epoch [128][460/940] lr: 2.025e-01, eta: 14 days, 4:35:03, time: 1.420, data_time: 0.008, memory: 9063, top1_acc: 0.3996, top5_acc: 0.6508, loss_cls: 2.6902, loss: 2.6902, grad_norm: 1.4541 2020-08-08 04:49:55,246 - mmaction - INFO - Epoch [128][480/940] lr: 2.025e-01, eta: 14 days, 2:45:20, time: 1.434, data_time: 0.006, memory: 9063, top1_acc: 0.3934, top5_acc: 0.6484, loss_cls: 2.7340, loss: 2.7340, grad_norm: 1.4465 2020-08-08 04:50:26,336 - mmaction - INFO - Epoch [128][500/940] lr: 2.025e-01, eta: 14 days, 0:58:22, time: 1.552, data_time: 0.004, memory: 9063, top1_acc: 0.3896, top5_acc: 0.6393, loss_cls: 2.7845, loss: 2.7845, grad_norm: 1.4414 2020-08-08 04:50:57,124 - mmaction - INFO - Epoch [128][520/940] lr: 2.025e-01, eta: 13 days, 23:12:32, time: 1.541, data_time: 0.005, memory: 9063, top1_acc: 0.3910, top5_acc: 0.6402, loss_cls: 2.7433, loss: 2.7433, grad_norm: 1.4385 2020-08-08 04:51:27,130 - mmaction - INFO - Epoch [128][540/940] lr: 2.025e-01, eta: 13 days, 21:27:26, time: 1.497, data_time: 0.005, memory: 9063, top1_acc: 0.3883, top5_acc: 0.6484, loss_cls: 2.7270, loss: 2.7270, grad_norm: 1.4505 2020-08-08 04:51:58,780 - mmaction - INFO - Epoch [128][560/940] lr: 2.025e-01, eta: 13 days, 19:44:38, time: 1.587, data_time: 0.007, memory: 9063, top1_acc: 0.3854, top5_acc: 0.6398, loss_cls: 2.7773, loss: 2.7773, grad_norm: 1.4448 2020-08-08 04:52:28,740 - mmaction - INFO - Epoch [128][580/940] lr: 2.025e-01, eta: 13 days, 18:01:58, time: 1.495, data_time: 0.005, memory: 9063, top1_acc: 0.3955, top5_acc: 0.6400, loss_cls: 2.7434, loss: 2.7434, grad_norm: 1.4638 2020-08-08 04:53:00,079 - mmaction - INFO - Epoch [128][600/940] lr: 2.025e-01, eta: 13 days, 16:21:21, time: 1.570, data_time: 0.006, memory: 9063, top1_acc: 0.3848, top5_acc: 0.6436, loss_cls: 2.7554, loss: 2.7554, grad_norm: 1.4611 2020-08-08 04:53:30,953 - mmaction - INFO - Epoch [128][620/940] lr: 2.025e-01, eta: 13 days, 14:41:37, time: 1.544, data_time: 0.008, memory: 9063, top1_acc: 0.3729, top5_acc: 0.6299, loss_cls: 2.8021, loss: 2.8021, grad_norm: 1.4519 2020-08-08 04:54:01,125 - mmaction - INFO - Epoch [128][640/940] lr: 2.025e-01, eta: 13 days, 13:02:36, time: 1.509, data_time: 0.002, memory: 9063, top1_acc: 0.3953, top5_acc: 0.6451, loss_cls: 2.7427, loss: 2.7427, grad_norm: 1.4245 2020-08-08 04:54:32,355 - mmaction - INFO - Epoch [128][660/940] lr: 2.025e-01, eta: 13 days, 11:25:20, time: 1.560, data_time: 0.005, memory: 9063, top1_acc: 0.3814, top5_acc: 0.6289, loss_cls: 2.8077, loss: 2.8077, grad_norm: 1.4890 2020-08-08 04:55:03,513 - mmaction - INFO - Epoch [128][680/940] lr: 2.025e-01, eta: 13 days, 9:49:09, time: 1.560, data_time: 0.006, memory: 9063, top1_acc: 0.3891, top5_acc: 0.6357, loss_cls: 2.7651, loss: 2.7651, grad_norm: 1.4427 2020-08-08 04:55:35,231 - mmaction - INFO - Epoch [128][700/940] lr: 2.025e-01, eta: 13 days, 8:14:22, time: 1.585, data_time: 0.003, memory: 9063, top1_acc: 0.3861, top5_acc: 0.6436, loss_cls: 2.7762, loss: 2.7762, grad_norm: 1.4446 2020-08-08 04:56:06,208 - mmaction - INFO - Epoch [128][720/940] lr: 2.025e-01, eta: 13 days, 6:40:10, time: 1.545, data_time: 0.005, memory: 9063, top1_acc: 0.4020, top5_acc: 0.6498, loss_cls: 2.7019, loss: 2.7019, grad_norm: 1.4397 2020-08-08 04:56:37,738 - mmaction - INFO - Epoch [128][740/940] lr: 2.025e-01, eta: 13 days, 5:07:26, time: 1.580, data_time: 0.007, memory: 9063, top1_acc: 0.4010, top5_acc: 0.6457, loss_cls: 2.7115, loss: 2.7115, grad_norm: 1.4451 2020-08-08 04:57:08,263 - mmaction - INFO - Epoch [128][760/940] lr: 2.025e-01, eta: 13 days, 3:35:06, time: 1.525, data_time: 0.006, memory: 9063, top1_acc: 0.3840, top5_acc: 0.6400, loss_cls: 2.7586, loss: 2.7586, grad_norm: 1.4597 2020-08-08 04:57:40,415 - mmaction - INFO - Epoch [128][780/940] lr: 2.025e-01, eta: 13 days, 2:04:43, time: 1.609, data_time: 0.007, memory: 9063, top1_acc: 0.3986, top5_acc: 0.6410, loss_cls: 2.7198, loss: 2.7198, grad_norm: 1.4749 2020-08-08 04:58:10,464 - mmaction - INFO - Epoch [128][800/940] lr: 2.025e-01, eta: 13 days, 0:34:09, time: 1.500, data_time: 0.006, memory: 9063, top1_acc: 0.3918, top5_acc: 0.6439, loss_cls: 2.7389, loss: 2.7389, grad_norm: 1.4628 2020-08-08 04:58:41,232 - mmaction - INFO - Epoch [128][820/940] lr: 2.025e-01, eta: 12 days, 23:04:58, time: 1.539, data_time: 0.009, memory: 9063, top1_acc: 0.3781, top5_acc: 0.6244, loss_cls: 2.8125, loss: 2.8125, grad_norm: 1.4833 2020-08-08 05:32:28,623 - mmaction - INFO - Epoch [128][840/940] lr: 2.025e-01, eta: 13 days, 15:51:32, time: 101.359, data_time: 0.007, memory: 9063, top1_acc: 0.3838, top5_acc: 0.6355, loss_cls: 2.7610, loss: 2.7610, grad_norm: 1.4504 2020-08-08 05:32:54,764 - mmaction - INFO - Epoch [128][860/940] lr: 2.025e-01, eta: 13 days, 14:15:45, time: 1.319, data_time: 0.026, memory: 9063, top1_acc: 0.3906, top5_acc: 0.6326, loss_cls: 2.7901, loss: 2.7901, grad_norm: 1.4366 2020-08-08 05:33:21,281 - mmaction - INFO - Epoch [128][880/940] lr: 2.025e-01, eta: 13 days, 12:41:02, time: 1.322, data_time: 0.005, memory: 9063, top1_acc: 0.3883, top5_acc: 0.6322, loss_cls: 2.7719, loss: 2.7719, grad_norm: 1.4298 2020-08-08 05:33:49,780 - mmaction - INFO - Epoch [128][900/940] lr: 2.025e-01, eta: 13 days, 11:08:30, time: 1.429, data_time: 0.007, memory: 9063, top1_acc: 0.3773, top5_acc: 0.6318, loss_cls: 2.8094, loss: 2.8094, grad_norm: 1.4758 2020-08-08 05:34:18,796 - mmaction - INFO - Epoch [128][920/940] lr: 2.025e-01, eta: 13 days, 9:37:09, time: 1.450, data_time: 0.005, memory: 9063, top1_acc: 0.3777, top5_acc: 0.6326, loss_cls: 2.7937, loss: 2.7937, grad_norm: 1.4455 2020-08-08 05:34:48,343 - mmaction - INFO - Epoch [128][940/940] lr: 2.025e-01, eta: 13 days, 8:07:06, time: 1.479, data_time: 0.006, memory: 9063, top1_acc: 0.3815, top5_acc: 0.6321, loss_cls: 2.8087, loss: 2.8087, grad_norm: 1.4061 2020-08-08 05:34:48,756 - mmaction - INFO - Saving checkpoint at 128 epochs 2020-08-10 14:49:48,467 - mmaction - INFO - Epoch [129][20/940] lr: 2.000e-01, eta: 4 days, 10:59:15, time: 3.202, data_time: 0.572, memory: 9059, top1_acc: 0.3980, top5_acc: 0.6420, loss_cls: 2.7059, loss: 2.7059, grad_norm: 1.4425 2020-08-10 14:50:12,617 - mmaction - INFO - Epoch [129][40/940] lr: 2.000e-01, eta: 3 days, 1:49:16, time: 1.217, data_time: 0.017, memory: 9059, top1_acc: 0.3943, top5_acc: 0.6445, loss_cls: 2.7350, loss: 2.7350, grad_norm: 1.4498 2020-08-10 14:50:37,492 - mmaction - INFO - Epoch [129][60/940] lr: 2.000e-01, eta: 2 days, 15:05:29, time: 1.247, data_time: 0.007, memory: 9059, top1_acc: 0.4035, top5_acc: 0.6457, loss_cls: 2.7232, loss: 2.7232, grad_norm: 1.4454 2020-08-10 14:51:03,927 - mmaction - INFO - Epoch [129][80/940] lr: 2.000e-01, eta: 2 days, 10:19:05, time: 1.318, data_time: 0.006, memory: 9059, top1_acc: 0.4053, top5_acc: 0.6547, loss_cls: 2.6874, loss: 2.6874, grad_norm: 1.4359 2020-08-10 14:51:31,057 - mmaction - INFO - Epoch [129][100/940] lr: 2.000e-01, eta: 2 days, 7:43:38, time: 1.360, data_time: 0.007, memory: 9059, top1_acc: 0.3920, top5_acc: 0.6459, loss_cls: 2.7261, loss: 2.7261, grad_norm: 1.4539 2020-08-10 14:51:59,203 - mmaction - INFO - Epoch [129][120/940] lr: 2.000e-01, eta: 2 days, 6:15:41, time: 1.407, data_time: 0.005, memory: 9059, top1_acc: 0.3902, top5_acc: 0.6488, loss_cls: 2.7274, loss: 2.7274, grad_norm: 1.4687 2020-08-10 14:52:27,262 - mmaction - INFO - Epoch [129][140/940] lr: 2.000e-01, eta: 2 days, 5:10:36, time: 1.400, data_time: 0.005, memory: 9059, top1_acc: 0.3869, top5_acc: 0.6441, loss_cls: 2.7574, loss: 2.7574, grad_norm: 1.4977 2020-08-10 14:52:57,589 - mmaction - INFO - Epoch [129][160/940] lr: 2.000e-01, eta: 2 days, 4:51:57, time: 1.521, data_time: 0.007, memory: 9059, top1_acc: 0.4035, top5_acc: 0.6525, loss_cls: 2.6920, loss: 2.6920, grad_norm: 1.4496 2020-08-10 14:53:30,953 - mmaction - INFO - Epoch [129][180/940] lr: 2.000e-01, eta: 2 days, 5:09:22, time: 1.664, data_time: 0.003, memory: 9059, top1_acc: 0.4033, top5_acc: 0.6459, loss_cls: 2.7295, loss: 2.7295, grad_norm: 1.4640 2020-08-10 14:54:05,541 - mmaction - INFO - Epoch [129][200/940] lr: 2.000e-01, eta: 2 days, 5:36:01, time: 1.729, data_time: 0.007, memory: 9059, top1_acc: 0.3965, top5_acc: 0.6432, loss_cls: 2.7124, loss: 2.7124, grad_norm: 1.4537 2020-08-10 14:54:40,706 - mmaction - INFO - Epoch [129][220/940] lr: 2.000e-01, eta: 2 days, 6:03:54, time: 1.763, data_time: 0.006, memory: 9059, top1_acc: 0.4105, top5_acc: 0.6572, loss_cls: 2.6728, loss: 2.6728, grad_norm: 1.4854 2020-08-10 14:55:14,971 - mmaction - INFO - Epoch [129][240/940] lr: 2.000e-01, eta: 2 days, 6:18:20, time: 1.710, data_time: 0.007, memory: 9059, top1_acc: 0.3902, top5_acc: 0.6365, loss_cls: 2.7551, loss: 2.7551, grad_norm: 1.4842 2020-08-10 14:55:49,959 - mmaction - INFO - Epoch [129][260/940] lr: 2.000e-01, eta: 2 days, 6:36:51, time: 1.752, data_time: 0.007, memory: 9059, top1_acc: 0.3951, top5_acc: 0.6467, loss_cls: 2.7411, loss: 2.7411, grad_norm: 1.4724 2020-08-10 14:56:26,407 - mmaction - INFO - Epoch [129][280/940] lr: 2.000e-01, eta: 2 days, 7:02:45, time: 1.823, data_time: 0.003, memory: 9059, top1_acc: 0.3898, top5_acc: 0.6422, loss_cls: 2.7127, loss: 2.7127, grad_norm: 1.4533 2020-08-10 14:57:00,812 - mmaction - INFO - Epoch [129][300/940] lr: 2.000e-01, eta: 2 days, 7:11:11, time: 1.718, data_time: 0.005, memory: 9059, top1_acc: 0.3918, top5_acc: 0.6367, loss_cls: 2.7641, loss: 2.7641, grad_norm: 1.4451 2020-08-10 14:57:35,635 - mmaction - INFO - Epoch [129][320/940] lr: 2.000e-01, eta: 2 days, 7:21:32, time: 1.743, data_time: 0.008, memory: 9059, top1_acc: 0.3986, top5_acc: 0.6477, loss_cls: 2.7079, loss: 2.7079, grad_norm: 1.4695 2020-08-10 14:58:11,884 - mmaction - INFO - Epoch [129][340/940] lr: 2.000e-01, eta: 2 days, 7:38:57, time: 1.814, data_time: 0.006, memory: 9059, top1_acc: 0.3873, top5_acc: 0.6457, loss_cls: 2.7523, loss: 2.7523, grad_norm: 1.4591 2020-08-10 14:58:47,333 - mmaction - INFO - Epoch [129][360/940] lr: 2.000e-01, eta: 2 days, 7:49:33, time: 1.770, data_time: 0.002, memory: 9059, top1_acc: 0.3953, top5_acc: 0.6477, loss_cls: 2.7230, loss: 2.7230, grad_norm: 1.4686 2020-08-10 14:59:23,770 - mmaction - INFO - Epoch [129][380/940] lr: 2.000e-01, eta: 2 days, 8:04:09, time: 1.819, data_time: 0.007, memory: 9059, top1_acc: 0.3900, top5_acc: 0.6447, loss_cls: 2.7351, loss: 2.7351, grad_norm: 1.4600 2020-08-10 14:59:57,352 - mmaction - INFO - Epoch [129][400/940] lr: 2.000e-01, eta: 2 days, 8:03:37, time: 1.683, data_time: 0.007, memory: 9059, top1_acc: 0.3916, top5_acc: 0.6486, loss_cls: 2.7395, loss: 2.7395, grad_norm: 1.4746 2020-08-10 15:00:33,273 - mmaction - INFO - Epoch [129][420/940] lr: 2.000e-01, eta: 2 days, 8:12:09, time: 1.779, data_time: 0.006, memory: 9059, top1_acc: 0.4029, top5_acc: 0.6488, loss_cls: 2.7209, loss: 2.7209, grad_norm: 1.4465 2020-08-10 15:01:06,612 - mmaction - INFO - Epoch [129][440/940] lr: 2.000e-01, eta: 2 days, 8:11:08, time: 1.682, data_time: 0.041, memory: 9059, top1_acc: 0.3975, top5_acc: 0.6447, loss_cls: 2.7360, loss: 2.7360, grad_norm: 1.4785 2020-08-10 15:01:42,920 - mmaction - INFO - Epoch [129][460/940] lr: 2.000e-01, eta: 2 days, 8:21:51, time: 1.817, data_time: 0.005, memory: 9059, top1_acc: 0.3846, top5_acc: 0.6461, loss_cls: 2.7790, loss: 2.7790, grad_norm: 1.4927 2020-08-10 15:02:19,612 - mmaction - INFO - Epoch [129][480/940] lr: 2.000e-01, eta: 2 days, 8:32:58, time: 1.833, data_time: 0.009, memory: 9059, top1_acc: 0.3932, top5_acc: 0.6379, loss_cls: 2.7350, loss: 2.7350, grad_norm: 1.4328 2020-08-10 15:02:55,132 - mmaction - INFO - Epoch [129][500/940] lr: 2.000e-01, eta: 2 days, 8:38:41, time: 1.777, data_time: 0.007, memory: 9059, top1_acc: 0.3896, top5_acc: 0.6428, loss_cls: 2.7319, loss: 2.7319, grad_norm: 1.4470 2020-08-10 15:03:31,007 - mmaction - INFO - Epoch [129][520/940] lr: 2.000e-01, eta: 2 days, 8:44:59, time: 1.791, data_time: 0.005, memory: 9059, top1_acc: 0.3900, top5_acc: 0.6391, loss_cls: 2.7315, loss: 2.7315, grad_norm: 1.4556 2020-08-10 15:04:06,670 - mmaction - INFO - Epoch [129][540/940] lr: 2.000e-01, eta: 2 days, 8:50:00, time: 1.781, data_time: 0.006, memory: 9059, top1_acc: 0.4029, top5_acc: 0.6428, loss_cls: 2.7307, loss: 2.7307, grad_norm: 1.4575 2020-08-10 15:04:42,487 - mmaction - INFO - Epoch [129][560/940] lr: 2.000e-01, eta: 2 days, 8:55:32, time: 1.794, data_time: 0.010, memory: 9059, top1_acc: 0.3924, top5_acc: 0.6422, loss_cls: 2.7446, loss: 2.7446, grad_norm: 1.4496 2020-08-10 15:05:18,593 - mmaction - INFO - Epoch [129][580/940] lr: 2.000e-01, eta: 2 days, 9:01:11, time: 1.802, data_time: 0.007, memory: 9059, top1_acc: 0.3832, top5_acc: 0.6301, loss_cls: 2.7820, loss: 2.7820, grad_norm: 1.4687 2020-08-10 15:05:56,209 - mmaction - INFO - Epoch [129][600/940] lr: 2.000e-01, eta: 2 days, 9:11:59, time: 1.885, data_time: 0.009, memory: 9059, top1_acc: 0.3924, top5_acc: 0.6365, loss_cls: 2.7398, loss: 2.7398, grad_norm: 1.4604 2020-08-10 15:06:30,529 - mmaction - INFO - Epoch [129][620/940] lr: 2.000e-01, eta: 2 days, 9:11:12, time: 1.717, data_time: 0.005, memory: 9059, top1_acc: 0.3988, top5_acc: 0.6455, loss_cls: 2.7484, loss: 2.7484, grad_norm: 1.4473 2020-08-10 15:07:07,227 - mmaction - INFO - Epoch [129][640/940] lr: 2.000e-01, eta: 2 days, 9:17:45, time: 1.834, data_time: 0.006, memory: 9059, top1_acc: 0.3914, top5_acc: 0.6477, loss_cls: 2.7529, loss: 2.7529, grad_norm: 1.4449 2020-08-10 15:07:42,701 - mmaction - INFO - Epoch [129][660/940] lr: 2.000e-01, eta: 2 days, 9:20:16, time: 1.775, data_time: 0.005, memory: 9059, top1_acc: 0.3756, top5_acc: 0.6262, loss_cls: 2.8247, loss: 2.8247, grad_norm: 1.4693 2020-08-10 15:08:18,261 - mmaction - INFO - Epoch [129][680/940] lr: 2.000e-01, eta: 2 days, 9:22:32, time: 1.773, data_time: 0.007, memory: 9059, top1_acc: 0.3971, top5_acc: 0.6420, loss_cls: 2.7568, loss: 2.7568, grad_norm: 1.4379 2020-08-10 15:08:55,751 - mmaction - INFO - Epoch [129][700/940] lr: 2.000e-01, eta: 2 days, 9:30:38, time: 1.879, data_time: 0.008, memory: 9059, top1_acc: 0.3736, top5_acc: 0.6324, loss_cls: 2.8099, loss: 2.8099, grad_norm: 1.4779 2020-08-10 15:09:31,347 - mmaction - INFO - Epoch [129][720/940] lr: 2.000e-01, eta: 2 days, 9:32:46, time: 1.780, data_time: 0.002, memory: 9059, top1_acc: 0.3916, top5_acc: 0.6508, loss_cls: 2.7444, loss: 2.7444, grad_norm: 1.4456 2020-08-10 15:10:06,662 - mmaction - INFO - Epoch [129][740/940] lr: 2.000e-01, eta: 2 days, 9:34:03, time: 1.767, data_time: 0.006, memory: 9059, top1_acc: 0.4088, top5_acc: 0.6438, loss_cls: 2.7273, loss: 2.7273, grad_norm: 1.4497 2020-08-10 15:10:42,585 - mmaction - INFO - Epoch [129][760/940] lr: 2.000e-01, eta: 2 days, 9:36:46, time: 1.796, data_time: 0.002, memory: 9059, top1_acc: 0.3891, top5_acc: 0.6432, loss_cls: 2.7511, loss: 2.7511, grad_norm: 1.4706 2020-08-10 15:11:18,838 - mmaction - INFO - Epoch [129][780/940] lr: 2.000e-01, eta: 2 days, 9:40:00, time: 1.809, data_time: 0.005, memory: 9059, top1_acc: 0.3912, top5_acc: 0.6393, loss_cls: 2.7426, loss: 2.7426, grad_norm: 1.4549 2020-08-10 15:11:53,946 - mmaction - INFO - Epoch [129][800/940] lr: 2.000e-01, eta: 2 days, 9:40:29, time: 1.758, data_time: 0.008, memory: 9059, top1_acc: 0.4129, top5_acc: 0.6479, loss_cls: 2.7083, loss: 2.7083, grad_norm: 1.4654 2020-08-10 15:12:28,052 - mmaction - INFO - Epoch [129][820/940] lr: 2.000e-01, eta: 2 days, 9:38:15, time: 1.703, data_time: 0.005, memory: 9059, top1_acc: 0.3941, top5_acc: 0.6426, loss_cls: 2.7597, loss: 2.7597, grad_norm: 1.4596 2020-08-10 15:13:03,130 - mmaction - INFO - Epoch [129][840/940] lr: 2.000e-01, eta: 2 days, 9:38:36, time: 1.756, data_time: 0.007, memory: 9059, top1_acc: 0.3916, top5_acc: 0.6428, loss_cls: 2.7307, loss: 2.7307, grad_norm: 1.4726 2020-08-10 15:13:39,521 - mmaction - INFO - Epoch [129][860/940] lr: 2.000e-01, eta: 2 days, 9:41:46, time: 1.818, data_time: 0.006, memory: 9059, top1_acc: 0.3783, top5_acc: 0.6404, loss_cls: 2.7535, loss: 2.7535, grad_norm: 1.4470 2020-08-10 15:14:15,689 - mmaction - INFO - Epoch [129][880/940] lr: 2.000e-01, eta: 2 days, 9:44:28, time: 1.811, data_time: 0.007, memory: 9059, top1_acc: 0.3760, top5_acc: 0.6355, loss_cls: 2.7658, loss: 2.7658, grad_norm: 1.4671 2020-08-10 15:14:50,956 - mmaction - INFO - Epoch [129][900/940] lr: 2.000e-01, eta: 2 days, 9:44:55, time: 1.763, data_time: 0.005, memory: 9059, top1_acc: 0.3945, top5_acc: 0.6451, loss_cls: 2.7239, loss: 2.7239, grad_norm: 1.4677 2020-08-10 15:15:26,973 - mmaction - INFO - Epoch [129][920/940] lr: 2.000e-01, eta: 2 days, 9:46:41, time: 1.795, data_time: 0.001, memory: 9059, top1_acc: 0.3937, top5_acc: 0.6480, loss_cls: 2.7316, loss: 2.7316, grad_norm: 1.4377 2020-08-10 15:16:06,465 - mmaction - INFO - Epoch [129][940/940] lr: 2.000e-01, eta: 2 days, 9:56:09, time: 1.979, data_time: 0.008, memory: 9059, top1_acc: 0.3929, top5_acc: 0.6469, loss_cls: 2.7302, loss: 2.7302, grad_norm: 1.4677 2020-08-10 15:16:48,369 - mmaction - INFO - Epoch [130][20/940] lr: 1.975e-01, eta: 2 days, 10:09:18, time: 2.078, data_time: 0.642, memory: 9063, top1_acc: 0.3961, top5_acc: 0.6439, loss_cls: 2.7329, loss: 2.7329, grad_norm: 1.4820 2020-08-10 15:17:21,217 - mmaction - INFO - Epoch [130][40/940] lr: 1.975e-01, eta: 2 days, 10:04:18, time: 1.645, data_time: 0.010, memory: 9063, top1_acc: 0.3971, top5_acc: 0.6506, loss_cls: 2.7099, loss: 2.7099, grad_norm: 1.4453 2020-08-10 15:17:56,768 - mmaction - INFO - Epoch [130][60/940] lr: 1.975e-01, eta: 2 days, 10:04:43, time: 1.777, data_time: 0.005, memory: 9063, top1_acc: 0.3998, top5_acc: 0.6539, loss_cls: 2.6927, loss: 2.6927, grad_norm: 1.4494 2020-08-10 15:18:32,679 - mmaction - INFO - Epoch [130][80/940] lr: 1.975e-01, eta: 2 days, 10:05:50, time: 1.796, data_time: 0.006, memory: 9063, top1_acc: 0.3945, top5_acc: 0.6471, loss_cls: 2.7136, loss: 2.7136, grad_norm: 1.4855 2020-08-10 15:19:09,124 - mmaction - INFO - Epoch [130][100/940] lr: 1.975e-01, eta: 2 days, 10:07:44, time: 1.818, data_time: 0.008, memory: 9063, top1_acc: 0.3920, top5_acc: 0.6412, loss_cls: 2.7205, loss: 2.7205, grad_norm: 1.4660 2020-08-10 15:19:44,948 - mmaction - INFO - Epoch [130][120/940] lr: 1.975e-01, eta: 2 days, 10:08:41, time: 1.795, data_time: 0.007, memory: 9063, top1_acc: 0.3951, top5_acc: 0.6408, loss_cls: 2.7370, loss: 2.7370, grad_norm: 1.4751 2020-08-10 15:20:21,104 - mmaction - INFO - Epoch [130][140/940] lr: 1.975e-01, eta: 2 days, 10:09:56, time: 1.805, data_time: 0.008, memory: 9063, top1_acc: 0.3855, top5_acc: 0.6434, loss_cls: 2.7506, loss: 2.7506, grad_norm: 1.4655 2020-08-10 15:20:56,424 - mmaction - INFO - Epoch [130][160/940] lr: 1.975e-01, eta: 2 days, 10:09:45, time: 1.767, data_time: 0.007, memory: 9063, top1_acc: 0.3881, top5_acc: 0.6449, loss_cls: 2.7368, loss: 2.7368, grad_norm: 1.5006 2020-08-10 15:21:30,995 - mmaction - INFO - Epoch [130][180/940] lr: 1.975e-01, eta: 2 days, 10:08:14, time: 1.730, data_time: 0.006, memory: 9063, top1_acc: 0.3937, top5_acc: 0.6346, loss_cls: 2.7734, loss: 2.7734, grad_norm: 1.4533 2020-08-10 15:22:06,993 - mmaction - INFO - Epoch [130][200/940] lr: 1.975e-01, eta: 2 days, 10:09:05, time: 1.797, data_time: 0.007, memory: 9063, top1_acc: 0.3943, top5_acc: 0.6510, loss_cls: 2.6995, loss: 2.6995, grad_norm: 1.4613 2020-08-10 15:22:42,509 - mmaction - INFO - Epoch [130][220/940] lr: 1.975e-01, eta: 2 days, 10:09:14, time: 1.778, data_time: 0.006, memory: 9063, top1_acc: 0.3924, top5_acc: 0.6436, loss_cls: 2.7380, loss: 2.7380, grad_norm: 1.4698 2020-08-10 15:23:18,745 - mmaction - INFO - Epoch [130][240/940] lr: 1.975e-01, eta: 2 days, 10:10:28, time: 1.811, data_time: 0.003, memory: 9063, top1_acc: 0.3893, top5_acc: 0.6311, loss_cls: 2.7785, loss: 2.7785, grad_norm: 1.4548 2020-08-10 15:23:55,876 - mmaction - INFO - Epoch [130][260/940] lr: 1.975e-01, eta: 2 days, 10:13:11, time: 1.858, data_time: 0.007, memory: 9063, top1_acc: 0.4072, top5_acc: 0.6506, loss_cls: 2.6885, loss: 2.6885, grad_norm: 1.4407 2020-08-10 15:24:32,713 - mmaction - INFO - Epoch [130][280/940] lr: 1.975e-01, eta: 2 days, 10:15:13, time: 1.840, data_time: 0.006, memory: 9063, top1_acc: 0.4008, top5_acc: 0.6379, loss_cls: 2.7359, loss: 2.7359, grad_norm: 1.4576 2020-08-10 15:25:09,172 - mmaction - INFO - Epoch [130][300/940] lr: 1.975e-01, eta: 2 days, 10:16:43, time: 1.826, data_time: 0.007, memory: 9063, top1_acc: 0.3914, top5_acc: 0.6441, loss_cls: 2.7410, loss: 2.7410, grad_norm: 1.4683 2020-08-10 15:25:44,446 - mmaction - INFO - Epoch [130][320/940] lr: 1.975e-01, eta: 2 days, 10:16:10, time: 1.763, data_time: 0.002, memory: 9063, top1_acc: 0.3922, top5_acc: 0.6342, loss_cls: 2.7421, loss: 2.7421, grad_norm: 1.4529 2020-08-10 15:26:19,698 - mmaction - INFO - Epoch [130][340/940] lr: 1.975e-01, eta: 2 days, 10:15:20, time: 1.754, data_time: 0.005, memory: 9063, top1_acc: 0.3932, top5_acc: 0.6428, loss_cls: 2.7343, loss: 2.7343, grad_norm: 1.4339 2020-08-10 15:26:54,872 - mmaction - INFO - Epoch [130][360/940] lr: 1.975e-01, eta: 2 days, 10:14:55, time: 1.767, data_time: 0.011, memory: 9063, top1_acc: 0.4039, top5_acc: 0.6471, loss_cls: 2.6922, loss: 2.6922, grad_norm: 1.4447 2020-08-10 15:27:32,631 - mmaction - INFO - Epoch [130][380/940] lr: 1.975e-01, eta: 2 days, 10:18:05, time: 1.887, data_time: 0.007, memory: 9063, top1_acc: 0.3965, top5_acc: 0.6521, loss_cls: 2.7015, loss: 2.7015, grad_norm: 1.4868 2020-08-10 15:28:06,621 - mmaction - INFO - Epoch [130][400/940] lr: 1.975e-01, eta: 2 days, 10:15:37, time: 1.700, data_time: 0.004, memory: 9063, top1_acc: 0.3896, top5_acc: 0.6393, loss_cls: 2.7281, loss: 2.7281, grad_norm: 1.4540 2020-08-10 15:28:41,796 - mmaction - INFO - Epoch [130][420/940] lr: 1.975e-01, eta: 2 days, 10:14:52, time: 1.757, data_time: 0.005, memory: 9063, top1_acc: 0.3900, top5_acc: 0.6414, loss_cls: 2.7757, loss: 2.7757, grad_norm: 1.4909 2020-08-10 15:29:16,837 - mmaction - INFO - Epoch [130][440/940] lr: 1.975e-01, eta: 2 days, 10:14:00, time: 1.753, data_time: 0.006, memory: 9063, top1_acc: 0.3934, top5_acc: 0.6383, loss_cls: 2.7517, loss: 2.7517, grad_norm: 1.4953 2020-08-10 15:29:53,383 - mmaction - INFO - Epoch [130][460/940] lr: 1.975e-01, eta: 2 days, 10:15:12, time: 1.826, data_time: 0.008, memory: 9063, top1_acc: 0.3879, top5_acc: 0.6432, loss_cls: 2.7442, loss: 2.7442, grad_norm: 1.4926 2020-08-10 15:30:29,093 - mmaction - INFO - Epoch [130][480/940] lr: 1.975e-01, eta: 2 days, 10:15:18, time: 1.788, data_time: 0.007, memory: 9063, top1_acc: 0.3904, top5_acc: 0.6416, loss_cls: 2.7602, loss: 2.7602, grad_norm: 1.4844 2020-08-10 15:31:04,432 - mmaction - INFO - Epoch [130][500/940] lr: 1.975e-01, eta: 2 days, 10:14:45, time: 1.765, data_time: 0.005, memory: 9063, top1_acc: 0.4010, top5_acc: 0.6512, loss_cls: 2.7094, loss: 2.7094, grad_norm: 1.4670 2020-08-10 15:31:40,158 - mmaction - INFO - Epoch [130][520/940] lr: 1.975e-01, eta: 2 days, 10:14:48, time: 1.788, data_time: 0.005, memory: 9063, top1_acc: 0.3982, top5_acc: 0.6451, loss_cls: 2.7199, loss: 2.7199, grad_norm: 1.4736 2020-08-10 15:32:15,885 - mmaction - INFO - Epoch [130][540/940] lr: 1.975e-01, eta: 2 days, 10:14:46, time: 1.785, data_time: 0.005, memory: 9063, top1_acc: 0.3893, top5_acc: 0.6414, loss_cls: 2.7745, loss: 2.7745, grad_norm: 1.4703 2020-08-10 15:32:52,417 - mmaction - INFO - Epoch [130][560/940] lr: 1.975e-01, eta: 2 days, 10:15:52, time: 1.828, data_time: 0.007, memory: 9063, top1_acc: 0.4023, top5_acc: 0.6463, loss_cls: 2.7245, loss: 2.7245, grad_norm: 1.4785 2020-08-10 15:33:28,019 - mmaction - INFO - Epoch [130][580/940] lr: 1.975e-01, eta: 2 days, 10:15:39, time: 1.780, data_time: 0.004, memory: 9063, top1_acc: 0.3930, top5_acc: 0.6334, loss_cls: 2.7512, loss: 2.7512, grad_norm: 1.4648 2020-08-10 15:34:03,481 - mmaction - INFO - Epoch [130][600/940] lr: 1.975e-01, eta: 2 days, 10:15:13, time: 1.771, data_time: 0.006, memory: 9063, top1_acc: 0.3848, top5_acc: 0.6352, loss_cls: 2.7743, loss: 2.7743, grad_norm: 1.4725 2020-08-10 15:34:39,738 - mmaction - INFO - Epoch [130][620/940] lr: 1.975e-01, eta: 2 days, 10:15:52, time: 1.815, data_time: 0.007, memory: 9063, top1_acc: 0.3816, top5_acc: 0.6416, loss_cls: 2.7863, loss: 2.7863, grad_norm: 1.4726 2020-08-10 15:35:14,703 - mmaction - INFO - Epoch [130][640/940] lr: 1.975e-01, eta: 2 days, 10:14:44, time: 1.745, data_time: 0.007, memory: 9063, top1_acc: 0.3738, top5_acc: 0.6305, loss_cls: 2.7976, loss: 2.7976, grad_norm: 1.4608 2020-08-10 15:35:51,155 - mmaction - INFO - Epoch [130][660/940] lr: 1.975e-01, eta: 2 days, 10:15:37, time: 1.825, data_time: 0.007, memory: 9063, top1_acc: 0.3984, top5_acc: 0.6465, loss_cls: 2.7165, loss: 2.7165, grad_norm: 1.4473 2020-08-10 15:36:26,680 - mmaction - INFO - Epoch [130][680/940] lr: 1.975e-01, eta: 2 days, 10:15:16, time: 1.776, data_time: 0.004, memory: 9063, top1_acc: 0.3977, top5_acc: 0.6535, loss_cls: 2.6834, loss: 2.6834, grad_norm: 1.4636 2020-08-10 15:37:02,362 - mmaction - INFO - Epoch [130][700/940] lr: 1.975e-01, eta: 2 days, 10:15:08, time: 1.786, data_time: 0.005, memory: 9063, top1_acc: 0.3834, top5_acc: 0.6396, loss_cls: 2.7849, loss: 2.7849, grad_norm: 1.4921 2020-08-10 15:37:38,662 - mmaction - INFO - Epoch [130][720/940] lr: 1.975e-01, eta: 2 days, 10:15:37, time: 1.812, data_time: 0.007, memory: 9063, top1_acc: 0.3898, top5_acc: 0.6473, loss_cls: 2.7487, loss: 2.7487, grad_norm: 1.4620 2020-08-10 15:38:15,701 - mmaction - INFO - Epoch [130][740/940] lr: 1.975e-01, eta: 2 days, 10:17:05, time: 1.855, data_time: 0.007, memory: 9063, top1_acc: 0.3738, top5_acc: 0.6338, loss_cls: 2.8273, loss: 2.8273, grad_norm: 1.4728 2020-08-10 15:38:50,189 - mmaction - INFO - Epoch [130][760/940] lr: 1.975e-01, eta: 2 days, 10:15:27, time: 1.724, data_time: 0.008, memory: 9063, top1_acc: 0.3883, top5_acc: 0.6346, loss_cls: 2.7893, loss: 2.7893, grad_norm: 1.4531 2020-08-10 15:39:25,302 - mmaction - INFO - Epoch [130][780/940] lr: 1.975e-01, eta: 2 days, 10:14:34, time: 1.755, data_time: 0.006, memory: 9063, top1_acc: 0.3994, top5_acc: 0.6477, loss_cls: 2.7385, loss: 2.7385, grad_norm: 1.4728 2020-08-10 15:39:59,279 - mmaction - INFO - Epoch [130][800/940] lr: 1.975e-01, eta: 2 days, 10:12:26, time: 1.699, data_time: 0.007, memory: 9063, top1_acc: 0.3922, top5_acc: 0.6469, loss_cls: 2.7191, loss: 2.7191, grad_norm: 1.4322 2020-08-10 15:40:34,193 - mmaction - INFO - Epoch [130][820/940] lr: 1.975e-01, eta: 2 days, 10:11:18, time: 1.744, data_time: 0.006, memory: 9063, top1_acc: 0.3936, top5_acc: 0.6357, loss_cls: 2.7576, loss: 2.7576, grad_norm: 1.4778 2020-08-10 15:41:09,032 - mmaction - INFO - Epoch [130][840/940] lr: 1.975e-01, eta: 2 days, 10:10:12, time: 1.744, data_time: 0.008, memory: 9063, top1_acc: 0.3852, top5_acc: 0.6385, loss_cls: 2.7750, loss: 2.7750, grad_norm: 1.4551 2020-08-10 15:41:42,846 - mmaction - INFO - Epoch [130][860/940] lr: 1.975e-01, eta: 2 days, 10:07:54, time: 1.688, data_time: 0.009, memory: 9063, top1_acc: 0.3842, top5_acc: 0.6398, loss_cls: 2.7621, loss: 2.7621, grad_norm: 1.4548 2020-08-10 15:42:18,312 - mmaction - INFO - Epoch [130][880/940] lr: 1.975e-01, eta: 2 days, 10:07:26, time: 1.771, data_time: 0.007, memory: 9063, top1_acc: 0.3863, top5_acc: 0.6340, loss_cls: 2.7747, loss: 2.7747, grad_norm: 1.4741 2020-08-10 15:42:53,554 - mmaction - INFO - Epoch [130][900/940] lr: 1.975e-01, eta: 2 days, 10:06:46, time: 1.762, data_time: 0.009, memory: 9063, top1_acc: 0.3846, top5_acc: 0.6451, loss_cls: 2.7346, loss: 2.7346, grad_norm: 1.4946 2020-08-10 15:43:29,911 - mmaction - INFO - Epoch [130][920/940] lr: 1.975e-01, eta: 2 days, 10:07:21, time: 1.820, data_time: 0.007, memory: 9063, top1_acc: 0.4021, top5_acc: 0.6547, loss_cls: 2.7026, loss: 2.7026, grad_norm: 1.4551 2020-08-10 15:44:04,410 - mmaction - INFO - Epoch [130][940/940] lr: 1.975e-01, eta: 2 days, 10:05:55, time: 1.727, data_time: 0.006, memory: 9063, top1_acc: 0.3868, top5_acc: 0.6459, loss_cls: 2.7573, loss: 2.7573, grad_norm: 1.5060 2020-08-10 15:44:45,251 - mmaction - INFO - Epoch [131][20/940] lr: 1.951e-01, eta: 2 days, 10:10:43, time: 2.025, data_time: 0.423, memory: 9063, top1_acc: 0.3920, top5_acc: 0.6418, loss_cls: 2.7303, loss: 2.7303, grad_norm: 1.4466 2020-08-10 15:45:18,241 - mmaction - INFO - Epoch [131][40/940] lr: 1.951e-01, eta: 2 days, 10:07:34, time: 1.644, data_time: 0.007, memory: 9063, top1_acc: 0.3887, top5_acc: 0.6480, loss_cls: 2.7312, loss: 2.7312, grad_norm: 1.4858 2020-08-10 15:45:52,170 - mmaction - INFO - Epoch [131][60/940] lr: 1.951e-01, eta: 2 days, 10:05:40, time: 1.703, data_time: 0.009, memory: 9063, top1_acc: 0.3941, top5_acc: 0.6475, loss_cls: 2.7035, loss: 2.7035, grad_norm: 1.4590 2020-08-10 15:46:26,905 - mmaction - INFO - Epoch [131][80/940] lr: 1.951e-01, eta: 2 days, 10:04:27, time: 1.736, data_time: 0.005, memory: 9063, top1_acc: 0.3937, top5_acc: 0.6404, loss_cls: 2.7470, loss: 2.7470, grad_norm: 1.4716 2020-08-10 15:47:01,977 - mmaction - INFO - Epoch [131][100/940] lr: 1.951e-01, eta: 2 days, 10:03:38, time: 1.755, data_time: 0.006, memory: 9063, top1_acc: 0.3975, top5_acc: 0.6492, loss_cls: 2.6984, loss: 2.6984, grad_norm: 1.4632 2020-08-10 15:47:38,262 - mmaction - INFO - Epoch [131][120/940] lr: 1.951e-01, eta: 2 days, 10:04:00, time: 1.814, data_time: 0.005, memory: 9063, top1_acc: 0.3887, top5_acc: 0.6383, loss_cls: 2.7431, loss: 2.7431, grad_norm: 1.4912 2020-08-10 15:48:13,551 - mmaction - INFO - Epoch [131][140/940] lr: 1.951e-01, eta: 2 days, 10:03:23, time: 1.765, data_time: 0.004, memory: 9063, top1_acc: 0.3877, top5_acc: 0.6359, loss_cls: 2.7811, loss: 2.7811, grad_norm: 1.4492 2020-08-10 15:48:48,286 - mmaction - INFO - Epoch [131][160/940] lr: 1.951e-01, eta: 2 days, 10:02:10, time: 1.734, data_time: 0.004, memory: 9063, top1_acc: 0.3980, top5_acc: 0.6525, loss_cls: 2.7040, loss: 2.7040, grad_norm: 1.4508 2020-08-10 15:49:24,518 - mmaction - INFO - Epoch [131][180/940] lr: 1.951e-01, eta: 2 days, 10:02:28, time: 1.812, data_time: 0.005, memory: 9063, top1_acc: 0.3967, top5_acc: 0.6488, loss_cls: 2.7445, loss: 2.7445, grad_norm: 1.4693 2020-08-10 15:49:59,793 - mmaction - INFO - Epoch [131][200/940] lr: 1.951e-01, eta: 2 days, 10:01:49, time: 1.764, data_time: 0.006, memory: 9063, top1_acc: 0.3961, top5_acc: 0.6611, loss_cls: 2.6661, loss: 2.6661, grad_norm: 1.4698 2020-08-10 15:50:34,805 - mmaction - INFO - Epoch [131][220/940] lr: 1.951e-01, eta: 2 days, 10:00:56, time: 1.751, data_time: 0.004, memory: 9063, top1_acc: 0.4006, top5_acc: 0.6537, loss_cls: 2.6912, loss: 2.6912, grad_norm: 1.5021 2020-08-10 15:51:10,781 - mmaction - INFO - Epoch [131][240/940] lr: 1.951e-01, eta: 2 days, 10:00:52, time: 1.795, data_time: 0.005, memory: 9063, top1_acc: 0.3908, top5_acc: 0.6432, loss_cls: 2.7549, loss: 2.7549, grad_norm: 1.4742 2020-08-10 15:51:46,025 - mmaction - INFO - Epoch [131][260/940] lr: 1.951e-01, eta: 2 days, 10:00:14, time: 1.764, data_time: 0.007, memory: 9063, top1_acc: 0.3863, top5_acc: 0.6373, loss_cls: 2.7445, loss: 2.7445, grad_norm: 1.4750 2020-08-10 15:52:20,956 - mmaction - INFO - Epoch [131][280/940] lr: 1.951e-01, eta: 2 days, 9:59:16, time: 1.747, data_time: 0.007, memory: 9063, top1_acc: 0.3971, top5_acc: 0.6523, loss_cls: 2.7062, loss: 2.7062, grad_norm: 1.4561 2020-08-10 15:52:56,386 - mmaction - INFO - Epoch [131][300/940] lr: 1.951e-01, eta: 2 days, 9:58:46, time: 1.772, data_time: 0.006, memory: 9063, top1_acc: 0.3998, top5_acc: 0.6525, loss_cls: 2.6971, loss: 2.6971, grad_norm: 1.4710 2020-08-10 15:53:31,475 - mmaction - INFO - Epoch [131][320/940] lr: 1.951e-01, eta: 2 days, 9:57:58, time: 1.755, data_time: 0.005, memory: 9063, top1_acc: 0.3900, top5_acc: 0.6439, loss_cls: 2.7431, loss: 2.7431, grad_norm: 1.4792 2020-08-10 15:54:06,030 - mmaction - INFO - Epoch [131][340/940] lr: 1.951e-01, eta: 2 days, 9:56:38, time: 1.725, data_time: 0.006, memory: 9063, top1_acc: 0.4002, top5_acc: 0.6600, loss_cls: 2.6887, loss: 2.6887, grad_norm: 1.4809 2020-08-10 15:54:41,160 - mmaction - INFO - Epoch [131][360/940] lr: 1.951e-01, eta: 2 days, 9:55:57, time: 1.760, data_time: 0.007, memory: 9063, top1_acc: 0.3867, top5_acc: 0.6367, loss_cls: 2.7466, loss: 2.7466, grad_norm: 1.4677 2020-08-10 15:55:15,705 - mmaction - INFO - Epoch [131][380/940] lr: 1.951e-01, eta: 2 days, 9:54:38, time: 1.724, data_time: 0.005, memory: 9063, top1_acc: 0.3883, top5_acc: 0.6408, loss_cls: 2.7540, loss: 2.7540, grad_norm: 1.4603 2020-08-10 15:55:51,057 - mmaction - INFO - Epoch [131][400/940] lr: 1.951e-01, eta: 2 days, 9:54:07, time: 1.770, data_time: 0.007, memory: 9063, top1_acc: 0.3904, top5_acc: 0.6395, loss_cls: 2.7437, loss: 2.7437, grad_norm: 1.4427 2020-08-10 15:56:27,287 - mmaction - INFO - Epoch [131][420/940] lr: 1.951e-01, eta: 2 days, 9:54:17, time: 1.810, data_time: 0.006, memory: 9063, top1_acc: 0.3982, top5_acc: 0.6428, loss_cls: 2.7305, loss: 2.7305, grad_norm: 1.4606 2020-08-10 15:57:01,537 - mmaction - INFO - Epoch [131][440/940] lr: 1.951e-01, eta: 2 days, 9:52:48, time: 1.713, data_time: 0.006, memory: 9063, top1_acc: 0.3816, top5_acc: 0.6379, loss_cls: 2.7537, loss: 2.7537, grad_norm: 1.4798 2020-08-10 15:57:36,357 - mmaction - INFO - Epoch [131][460/940] lr: 1.951e-01, eta: 2 days, 9:51:46, time: 1.740, data_time: 0.006, memory: 9063, top1_acc: 0.3766, top5_acc: 0.6270, loss_cls: 2.8198, loss: 2.8198, grad_norm: 1.5067 2020-08-10 15:58:10,541 - mmaction - INFO - Epoch [131][480/940] lr: 1.951e-01, eta: 2 days, 9:50:16, time: 1.711, data_time: 0.006, memory: 9063, top1_acc: 0.3906, top5_acc: 0.6436, loss_cls: 2.7371, loss: 2.7371, grad_norm: 1.4278 2020-08-10 15:58:45,342 - mmaction - INFO - Epoch [131][500/940] lr: 1.951e-01, eta: 2 days, 9:49:15, time: 1.739, data_time: 0.005, memory: 9063, top1_acc: 0.4068, top5_acc: 0.6518, loss_cls: 2.6752, loss: 2.6752, grad_norm: 1.4580 2020-08-10 15:59:20,521 - mmaction - INFO - Epoch [131][520/940] lr: 1.951e-01, eta: 2 days, 9:48:32, time: 1.758, data_time: 0.005, memory: 9063, top1_acc: 0.3969, top5_acc: 0.6555, loss_cls: 2.7153, loss: 2.7153, grad_norm: 1.4456 2020-08-10 15:59:55,223 - mmaction - INFO - Epoch [131][540/940] lr: 1.951e-01, eta: 2 days, 9:47:29, time: 1.736, data_time: 0.009, memory: 9063, top1_acc: 0.3816, top5_acc: 0.6521, loss_cls: 2.7272, loss: 2.7272, grad_norm: 1.4797 2020-08-10 16:00:36,151 - mmaction - INFO - Epoch [131][560/940] lr: 1.951e-01, eta: 2 days, 9:51:09, time: 2.029, data_time: 0.006, memory: 9063, top1_acc: 0.3965, top5_acc: 0.6443, loss_cls: 2.6846, loss: 2.6846, grad_norm: 1.4412 2020-08-10 16:01:08,998 - mmaction - INFO - Epoch [131][580/940] lr: 1.951e-01, eta: 2 days, 9:48:51, time: 1.659, data_time: 0.034, memory: 9063, top1_acc: 0.3830, top5_acc: 0.6359, loss_cls: 2.7802, loss: 2.7802, grad_norm: 1.4888 2020-08-10 16:01:44,016 - mmaction - INFO - Epoch [131][600/940] lr: 1.951e-01, eta: 2 days, 9:48:00, time: 1.750, data_time: 0.006, memory: 9063, top1_acc: 0.4072, top5_acc: 0.6492, loss_cls: 2.7176, loss: 2.7176, grad_norm: 1.4562 2020-08-10 16:02:20,077 - mmaction - INFO - Epoch [131][620/940] lr: 1.951e-01, eta: 2 days, 9:48:01, time: 1.804, data_time: 0.011, memory: 9063, top1_acc: 0.3928, top5_acc: 0.6492, loss_cls: 2.7263, loss: 2.7263, grad_norm: 1.4512 2020-08-10 16:02:53,842 - mmaction - INFO - Epoch [131][640/940] lr: 1.951e-01, eta: 2 days, 9:46:13, time: 1.688, data_time: 0.006, memory: 9063, top1_acc: 0.3980, top5_acc: 0.6516, loss_cls: 2.7120, loss: 2.7120, grad_norm: 1.4960 2020-08-10 16:03:28,588 - mmaction - INFO - Epoch [131][660/940] lr: 1.951e-01, eta: 2 days, 9:45:14, time: 1.739, data_time: 0.005, memory: 9063, top1_acc: 0.3959, top5_acc: 0.6410, loss_cls: 2.7152, loss: 2.7152, grad_norm: 1.4792 2020-08-10 16:04:04,180 - mmaction - INFO - Epoch [131][680/940] lr: 1.951e-01, eta: 2 days, 9:44:49, time: 1.776, data_time: 0.004, memory: 9063, top1_acc: 0.3832, top5_acc: 0.6357, loss_cls: 2.7814, loss: 2.7814, grad_norm: 1.4790 2020-08-10 16:04:39,002 - mmaction - INFO - Epoch [131][700/940] lr: 1.951e-01, eta: 2 days, 9:43:54, time: 1.744, data_time: 0.007, memory: 9063, top1_acc: 0.3951, top5_acc: 0.6287, loss_cls: 2.8077, loss: 2.8077, grad_norm: 1.4559 2020-08-10 16:05:12,892 - mmaction - INFO - Epoch [131][720/940] lr: 1.951e-01, eta: 2 days, 9:42:13, time: 1.693, data_time: 0.007, memory: 9063, top1_acc: 0.3850, top5_acc: 0.6303, loss_cls: 2.7833, loss: 2.7833, grad_norm: 1.4816 2020-08-10 16:05:47,226 - mmaction - INFO - Epoch [131][740/940] lr: 1.951e-01, eta: 2 days, 9:40:55, time: 1.717, data_time: 0.006, memory: 9063, top1_acc: 0.3898, top5_acc: 0.6400, loss_cls: 2.7729, loss: 2.7729, grad_norm: 1.4662 2020-08-10 16:06:21,340 - mmaction - INFO - Epoch [131][760/940] lr: 1.951e-01, eta: 2 days, 9:39:26, time: 1.704, data_time: 0.009, memory: 9063, top1_acc: 0.4055, top5_acc: 0.6594, loss_cls: 2.6569, loss: 2.6569, grad_norm: 1.4617 2020-08-10 16:06:57,464 - mmaction - INFO - Epoch [131][780/940] lr: 1.951e-01, eta: 2 days, 9:39:31, time: 1.809, data_time: 0.006, memory: 9063, top1_acc: 0.3998, top5_acc: 0.6537, loss_cls: 2.6982, loss: 2.6982, grad_norm: 1.4984 2020-08-10 16:07:30,868 - mmaction - INFO - Epoch [131][800/940] lr: 1.951e-01, eta: 2 days, 9:37:32, time: 1.669, data_time: 0.007, memory: 9063, top1_acc: 0.4045, top5_acc: 0.6561, loss_cls: 2.6784, loss: 2.6784, grad_norm: 1.4567 2020-08-10 16:08:06,437 - mmaction - INFO - Epoch [131][820/940] lr: 1.951e-01, eta: 2 days, 9:37:10, time: 1.779, data_time: 0.006, memory: 9063, top1_acc: 0.3994, top5_acc: 0.6494, loss_cls: 2.7243, loss: 2.7243, grad_norm: 1.4656 2020-08-10 16:08:41,191 - mmaction - INFO - Epoch [131][840/940] lr: 1.951e-01, eta: 2 days, 9:36:11, time: 1.736, data_time: 0.005, memory: 9063, top1_acc: 0.4068, top5_acc: 0.6533, loss_cls: 2.6872, loss: 2.6872, grad_norm: 1.4761 2020-08-10 16:09:15,730 - mmaction - INFO - Epoch [131][860/940] lr: 1.951e-01, eta: 2 days, 9:35:07, time: 1.729, data_time: 0.005, memory: 9063, top1_acc: 0.3838, top5_acc: 0.6340, loss_cls: 2.7662, loss: 2.7662, grad_norm: 1.4834 2020-08-10 16:09:49,310 - mmaction - INFO - Epoch [131][880/940] lr: 1.951e-01, eta: 2 days, 9:33:18, time: 1.678, data_time: 0.005, memory: 9063, top1_acc: 0.3893, top5_acc: 0.6354, loss_cls: 2.7873, loss: 2.7873, grad_norm: 1.4541 2020-08-10 16:10:23,009 - mmaction - INFO - Epoch [131][900/940] lr: 1.951e-01, eta: 2 days, 9:31:35, time: 1.682, data_time: 0.005, memory: 9063, top1_acc: 0.3918, top5_acc: 0.6482, loss_cls: 2.7203, loss: 2.7203, grad_norm: 1.4901 2020-08-10 16:10:57,982 - mmaction - INFO - Epoch [131][920/940] lr: 1.951e-01, eta: 2 days, 9:30:52, time: 1.752, data_time: 0.007, memory: 9063, top1_acc: 0.3965, top5_acc: 0.6479, loss_cls: 2.7277, loss: 2.7277, grad_norm: 1.4789 2020-08-10 16:11:30,031 - mmaction - INFO - Epoch [131][940/940] lr: 1.951e-01, eta: 2 days, 9:28:04, time: 1.603, data_time: 0.006, memory: 9063, top1_acc: 0.3906, top5_acc: 0.6297, loss_cls: 2.7775, loss: 2.7775, grad_norm: 1.4827 2020-08-10 16:12:13,959 - mmaction - INFO - Epoch [132][20/940] lr: 1.926e-01, eta: 2 days, 9:33:10, time: 2.172, data_time: 0.653, memory: 9063, top1_acc: 0.3949, top5_acc: 0.6475, loss_cls: 2.7210, loss: 2.7210, grad_norm: 1.4747 2020-08-10 16:12:46,179 - mmaction - INFO - Epoch [132][40/940] lr: 1.926e-01, eta: 2 days, 9:30:32, time: 1.615, data_time: 0.007, memory: 9063, top1_acc: 0.3988, top5_acc: 0.6502, loss_cls: 2.7081, loss: 2.7081, grad_norm: 1.4874 2020-08-10 16:13:19,853 - mmaction - INFO - Epoch [132][60/940] lr: 1.926e-01, eta: 2 days, 9:28:52, time: 1.683, data_time: 0.005, memory: 9063, top1_acc: 0.4053, top5_acc: 0.6555, loss_cls: 2.6677, loss: 2.6677, grad_norm: 1.4460 2020-08-10 16:13:53,830 - mmaction - INFO - Epoch [132][80/940] lr: 1.926e-01, eta: 2 days, 9:27:23, time: 1.696, data_time: 0.005, memory: 9063, top1_acc: 0.3977, top5_acc: 0.6459, loss_cls: 2.6993, loss: 2.6993, grad_norm: 1.4703 2020-08-10 16:14:27,475 - mmaction - INFO - Epoch [132][100/940] lr: 1.926e-01, eta: 2 days, 9:25:47, time: 1.685, data_time: 0.009, memory: 9063, top1_acc: 0.3945, top5_acc: 0.6496, loss_cls: 2.7018, loss: 2.7018, grad_norm: 1.4712 2020-08-10 16:15:01,488 - mmaction - INFO - Epoch [132][120/940] lr: 1.926e-01, eta: 2 days, 9:24:22, time: 1.699, data_time: 0.002, memory: 9063, top1_acc: 0.3971, top5_acc: 0.6506, loss_cls: 2.7165, loss: 2.7165, grad_norm: 1.4412 2020-08-10 16:15:35,853 - mmaction - INFO - Epoch [132][140/940] lr: 1.926e-01, eta: 2 days, 9:23:15, time: 1.720, data_time: 0.007, memory: 9063, top1_acc: 0.3969, top5_acc: 0.6492, loss_cls: 2.6926, loss: 2.6926, grad_norm: 1.4721 2020-08-10 16:16:09,996 - mmaction - INFO - Epoch [132][160/940] lr: 1.926e-01, eta: 2 days, 9:21:56, time: 1.706, data_time: 0.006, memory: 9063, top1_acc: 0.3957, top5_acc: 0.6379, loss_cls: 2.7494, loss: 2.7494, grad_norm: 1.4714 2020-08-10 16:16:44,485 - mmaction - INFO - Epoch [132][180/940] lr: 1.926e-01, eta: 2 days, 9:20:55, time: 1.726, data_time: 0.006, memory: 9063, top1_acc: 0.3904, top5_acc: 0.6434, loss_cls: 2.7408, loss: 2.7408, grad_norm: 1.4779 2020-08-10 16:17:17,551 - mmaction - INFO - Epoch [132][200/940] lr: 1.926e-01, eta: 2 days, 9:18:57, time: 1.653, data_time: 0.002, memory: 9063, top1_acc: 0.3975, top5_acc: 0.6516, loss_cls: 2.6931, loss: 2.6931, grad_norm: 1.4573 2020-08-10 16:17:51,748 - mmaction - INFO - Epoch [132][220/940] lr: 1.926e-01, eta: 2 days, 9:17:40, time: 1.705, data_time: 0.006, memory: 9063, top1_acc: 0.4029, top5_acc: 0.6467, loss_cls: 2.6763, loss: 2.6763, grad_norm: 1.4599 2020-08-10 16:18:24,670 - mmaction - INFO - Epoch [132][240/940] lr: 1.926e-01, eta: 2 days, 9:15:41, time: 1.650, data_time: 0.007, memory: 9063, top1_acc: 0.3937, top5_acc: 0.6404, loss_cls: 2.7439, loss: 2.7439, grad_norm: 1.4767 2020-08-10 16:18:58,593 - mmaction - INFO - Epoch [132][260/940] lr: 1.926e-01, eta: 2 days, 9:14:19, time: 1.696, data_time: 0.006, memory: 9063, top1_acc: 0.3971, top5_acc: 0.6562, loss_cls: 2.6706, loss: 2.6706, grad_norm: 1.4515 2020-08-10 16:19:32,735 - mmaction - INFO - Epoch [132][280/940] lr: 1.926e-01, eta: 2 days, 9:13:06, time: 1.708, data_time: 0.005, memory: 9063, top1_acc: 0.3979, top5_acc: 0.6502, loss_cls: 2.7063, loss: 2.7063, grad_norm: 1.5069 2020-08-10 16:20:06,381 - mmaction - INFO - Epoch [132][300/940] lr: 1.926e-01, eta: 2 days, 9:11:35, time: 1.683, data_time: 0.008, memory: 9063, top1_acc: 0.4006, top5_acc: 0.6436, loss_cls: 2.7079, loss: 2.7079, grad_norm: 1.4784 2020-08-10 16:20:40,345 - mmaction - INFO - Epoch [132][320/940] lr: 1.926e-01, eta: 2 days, 9:10:16, time: 1.698, data_time: 0.002, memory: 9063, top1_acc: 0.3881, top5_acc: 0.6322, loss_cls: 2.7636, loss: 2.7636, grad_norm: 1.4934 2020-08-10 16:21:12,770 - mmaction - INFO - Epoch [132][340/940] lr: 1.926e-01, eta: 2 days, 9:07:57, time: 1.616, data_time: 0.005, memory: 9063, top1_acc: 0.3895, top5_acc: 0.6412, loss_cls: 2.7663, loss: 2.7663, grad_norm: 1.4877 2020-08-10 16:21:44,513 - mmaction - INFO - Epoch [132][360/940] lr: 1.926e-01, eta: 2 days, 9:05:21, time: 1.592, data_time: 0.008, memory: 9063, top1_acc: 0.4156, top5_acc: 0.6615, loss_cls: 2.6568, loss: 2.6568, grad_norm: 1.4646 2020-08-10 16:22:17,640 - mmaction - INFO - Epoch [132][380/940] lr: 1.926e-01, eta: 2 days, 9:03:33, time: 1.655, data_time: 0.007, memory: 9063, top1_acc: 0.4027, top5_acc: 0.6471, loss_cls: 2.6938, loss: 2.6938, grad_norm: 1.4716 2020-08-10 16:22:50,637 - mmaction - INFO - Epoch [132][400/940] lr: 1.926e-01, eta: 2 days, 9:01:44, time: 1.651, data_time: 0.005, memory: 9063, top1_acc: 0.4000, top5_acc: 0.6475, loss_cls: 2.7132, loss: 2.7132, grad_norm: 1.4574 2020-08-10 16:23:23,635 - mmaction - INFO - Epoch [132][420/940] lr: 1.926e-01, eta: 2 days, 8:59:54, time: 1.650, data_time: 0.003, memory: 9063, top1_acc: 0.3963, top5_acc: 0.6447, loss_cls: 2.7259, loss: 2.7259, grad_norm: 1.4904 2020-08-10 16:23:56,920 - mmaction - INFO - Epoch [132][440/940] lr: 1.926e-01, eta: 2 days, 8:58:14, time: 1.663, data_time: 0.005, memory: 9063, top1_acc: 0.3973, top5_acc: 0.6406, loss_cls: 2.7208, loss: 2.7208, grad_norm: 1.4761 2020-08-10 16:24:31,666 - mmaction - INFO - Epoch [132][460/940] lr: 1.926e-01, eta: 2 days, 8:57:30, time: 1.739, data_time: 0.005, memory: 9063, top1_acc: 0.3967, top5_acc: 0.6439, loss_cls: 2.7150, loss: 2.7150, grad_norm: 1.4819 2020-08-10 16:25:05,475 - mmaction - INFO - Epoch [132][480/940] lr: 1.926e-01, eta: 2 days, 8:56:11, time: 1.690, data_time: 0.005, memory: 9063, top1_acc: 0.3953, top5_acc: 0.6504, loss_cls: 2.6931, loss: 2.6931, grad_norm: 1.4845 2020-08-10 16:25:39,255 - mmaction - INFO - Epoch [132][500/940] lr: 1.926e-01, eta: 2 days, 8:54:52, time: 1.689, data_time: 0.002, memory: 9063, top1_acc: 0.3881, top5_acc: 0.6381, loss_cls: 2.7257, loss: 2.7257, grad_norm: 1.5018 2020-08-10 16:26:13,966 - mmaction - INFO - Epoch [132][520/940] lr: 1.926e-01, eta: 2 days, 8:54:05, time: 1.733, data_time: 0.005, memory: 9063, top1_acc: 0.3861, top5_acc: 0.6377, loss_cls: 2.7539, loss: 2.7539, grad_norm: 1.4861 2020-08-10 16:26:47,487 - mmaction - INFO - Epoch [132][540/940] lr: 1.926e-01, eta: 2 days, 8:52:39, time: 1.678, data_time: 0.007, memory: 9063, top1_acc: 0.3967, top5_acc: 0.6426, loss_cls: 2.7604, loss: 2.7604, grad_norm: 1.4934 2020-08-10 16:27:21,112 - mmaction - INFO - Epoch [132][560/940] lr: 1.926e-01, eta: 2 days, 8:51:15, time: 1.681, data_time: 0.005, memory: 9063, top1_acc: 0.4039, top5_acc: 0.6477, loss_cls: 2.6915, loss: 2.6915, grad_norm: 1.4542 2020-08-10 16:27:54,437 - mmaction - INFO - Epoch [132][580/940] lr: 1.926e-01, eta: 2 days, 8:49:43, time: 1.667, data_time: 0.005, memory: 9063, top1_acc: 0.3842, top5_acc: 0.6404, loss_cls: 2.7649, loss: 2.7649, grad_norm: 1.4987 2020-08-10 16:28:27,538 - mmaction - INFO - Epoch [132][600/940] lr: 1.926e-01, eta: 2 days, 8:48:03, time: 1.655, data_time: 0.002, memory: 9063, top1_acc: 0.3994, top5_acc: 0.6424, loss_cls: 2.7518, loss: 2.7518, grad_norm: 1.4627 2020-08-10 16:29:01,793 - mmaction - INFO - Epoch [132][620/940] lr: 1.926e-01, eta: 2 days, 8:47:00, time: 1.708, data_time: 0.005, memory: 9063, top1_acc: 0.3898, top5_acc: 0.6324, loss_cls: 2.7798, loss: 2.7798, grad_norm: 1.4716 2020-08-10 16:29:33,586 - mmaction - INFO - Epoch [132][640/940] lr: 1.926e-01, eta: 2 days, 8:44:40, time: 1.594, data_time: 0.008, memory: 9063, top1_acc: 0.3869, top5_acc: 0.6434, loss_cls: 2.7301, loss: 2.7301, grad_norm: 1.4765 2020-08-10 16:30:07,353 - mmaction - INFO - Epoch [132][660/940] lr: 1.926e-01, eta: 2 days, 8:43:26, time: 1.689, data_time: 0.009, memory: 9063, top1_acc: 0.3885, top5_acc: 0.6457, loss_cls: 2.7479, loss: 2.7479, grad_norm: 1.4917 2020-08-10 16:30:42,363 - mmaction - INFO - Epoch [132][680/940] lr: 1.926e-01, eta: 2 days, 8:42:53, time: 1.750, data_time: 0.002, memory: 9063, top1_acc: 0.3873, top5_acc: 0.6408, loss_cls: 2.7708, loss: 2.7708, grad_norm: 1.4847 2020-08-10 16:31:17,666 - mmaction - INFO - Epoch [132][700/940] lr: 1.926e-01, eta: 2 days, 8:42:27, time: 1.762, data_time: 0.005, memory: 9063, top1_acc: 0.3908, top5_acc: 0.6369, loss_cls: 2.7557, loss: 2.7557, grad_norm: 1.4512 2020-08-10 16:31:51,218 - mmaction - INFO - Epoch [132][720/940] lr: 1.926e-01, eta: 2 days, 8:41:06, time: 1.679, data_time: 0.018, memory: 9063, top1_acc: 0.4057, top5_acc: 0.6525, loss_cls: 2.7148, loss: 2.7148, grad_norm: 1.4858 2020-08-10 16:32:25,128 - mmaction - INFO - Epoch [132][740/940] lr: 1.926e-01, eta: 2 days, 8:39:57, time: 1.694, data_time: 0.006, memory: 9063, top1_acc: 0.3986, top5_acc: 0.6461, loss_cls: 2.7229, loss: 2.7229, grad_norm: 1.4889 2020-08-10 16:33:00,186 - mmaction - INFO - Epoch [132][760/940] lr: 1.926e-01, eta: 2 days, 8:39:26, time: 1.753, data_time: 0.006, memory: 9063, top1_acc: 0.3893, top5_acc: 0.6441, loss_cls: 2.7445, loss: 2.7445, grad_norm: 1.4667 2020-08-10 16:33:33,185 - mmaction - INFO - Epoch [132][780/940] lr: 1.926e-01, eta: 2 days, 8:37:48, time: 1.651, data_time: 0.007, memory: 9063, top1_acc: 0.3867, top5_acc: 0.6375, loss_cls: 2.7605, loss: 2.7605, grad_norm: 1.5038 2020-08-10 16:34:07,493 - mmaction - INFO - Epoch [132][800/940] lr: 1.926e-01, eta: 2 days, 8:36:54, time: 1.716, data_time: 0.007, memory: 9063, top1_acc: 0.3812, top5_acc: 0.6402, loss_cls: 2.7745, loss: 2.7745, grad_norm: 1.4592 2020-08-10 16:34:42,268 - mmaction - INFO - Epoch [132][820/940] lr: 1.926e-01, eta: 2 days, 8:36:13, time: 1.737, data_time: 0.005, memory: 9063, top1_acc: 0.3754, top5_acc: 0.6299, loss_cls: 2.7872, loss: 2.7872, grad_norm: 1.4585 2020-08-10 16:35:14,152 - mmaction - INFO - Epoch [132][840/940] lr: 1.926e-01, eta: 2 days, 8:34:00, time: 1.593, data_time: 0.007, memory: 9063, top1_acc: 0.3943, top5_acc: 0.6445, loss_cls: 2.6992, loss: 2.6992, grad_norm: 1.4935 2020-08-10 16:35:49,100 - mmaction - INFO - Epoch [132][860/940] lr: 1.926e-01, eta: 2 days, 8:33:28, time: 1.750, data_time: 0.007, memory: 9063, top1_acc: 0.3869, top5_acc: 0.6342, loss_cls: 2.7736, loss: 2.7736, grad_norm: 1.4684 2020-08-10 16:36:22,837 - mmaction - INFO - Epoch [132][880/940] lr: 1.926e-01, eta: 2 days, 8:32:17, time: 1.689, data_time: 0.007, memory: 9063, top1_acc: 0.3932, top5_acc: 0.6508, loss_cls: 2.7158, loss: 2.7158, grad_norm: 1.4745 2020-08-10 16:36:58,578 - mmaction - INFO - Epoch [132][900/940] lr: 1.926e-01, eta: 2 days, 8:32:07, time: 1.785, data_time: 0.005, memory: 9063, top1_acc: 0.3936, top5_acc: 0.6434, loss_cls: 2.7471, loss: 2.7471, grad_norm: 1.4791 2020-08-10 16:37:33,097 - mmaction - INFO - Epoch [132][920/940] lr: 1.926e-01, eta: 2 days, 8:31:21, time: 1.727, data_time: 0.007, memory: 9063, top1_acc: 0.3949, top5_acc: 0.6377, loss_cls: 2.7358, loss: 2.7358, grad_norm: 1.4782 2020-08-10 16:38:06,458 - mmaction - INFO - Epoch [132][940/940] lr: 1.926e-01, eta: 2 days, 8:29:58, time: 1.668, data_time: 0.007, memory: 9063, top1_acc: 0.4089, top5_acc: 0.6573, loss_cls: 2.6666, loss: 2.6666, grad_norm: 1.4669 2020-08-10 16:38:06,834 - mmaction - INFO - Saving checkpoint at 132 epochs 2020-08-10 16:38:47,962 - mmaction - INFO - Epoch [133][20/940] lr: 1.902e-01, eta: 2 days, 8:31:36, time: 1.961, data_time: 0.339, memory: 9063, top1_acc: 0.4045, top5_acc: 0.6561, loss_cls: 2.6707, loss: 2.6707, grad_norm: 1.4692 2020-08-10 16:39:21,348 - mmaction - INFO - Epoch [133][40/940] lr: 1.902e-01, eta: 2 days, 8:30:14, time: 1.670, data_time: 0.006, memory: 9063, top1_acc: 0.3979, top5_acc: 0.6484, loss_cls: 2.6947, loss: 2.6947, grad_norm: 1.4560 2020-08-10 16:39:56,835 - mmaction - INFO - Epoch [133][60/940] lr: 1.902e-01, eta: 2 days, 8:29:56, time: 1.774, data_time: 0.005, memory: 9063, top1_acc: 0.3918, top5_acc: 0.6451, loss_cls: 2.7032, loss: 2.7032, grad_norm: 1.4739 2020-08-10 16:40:32,747 - mmaction - INFO - Epoch [133][80/940] lr: 1.902e-01, eta: 2 days, 8:29:51, time: 1.795, data_time: 0.005, memory: 9063, top1_acc: 0.3947, top5_acc: 0.6506, loss_cls: 2.6991, loss: 2.6991, grad_norm: 1.4859 2020-08-10 16:41:06,889 - mmaction - INFO - Epoch [133][100/940] lr: 1.902e-01, eta: 2 days, 8:28:53, time: 1.708, data_time: 0.007, memory: 9063, top1_acc: 0.4047, top5_acc: 0.6516, loss_cls: 2.6629, loss: 2.6629, grad_norm: 1.4575 2020-08-10 16:41:43,916 - mmaction - INFO - Epoch [133][120/940] lr: 1.902e-01, eta: 2 days, 8:29:21, time: 1.850, data_time: 0.007, memory: 9063, top1_acc: 0.3951, top5_acc: 0.6529, loss_cls: 2.7273, loss: 2.7273, grad_norm: 1.5103 2020-08-10 16:42:20,258 - mmaction - INFO - Epoch [133][140/940] lr: 1.902e-01, eta: 2 days, 8:29:28, time: 1.818, data_time: 0.007, memory: 9063, top1_acc: 0.4074, top5_acc: 0.6646, loss_cls: 2.6264, loss: 2.6264, grad_norm: 1.4765 2020-08-10 16:42:56,805 - mmaction - INFO - Epoch [133][160/940] lr: 1.902e-01, eta: 2 days, 8:29:43, time: 1.830, data_time: 0.007, memory: 9063, top1_acc: 0.4045, top5_acc: 0.6564, loss_cls: 2.6670, loss: 2.6670, grad_norm: 1.4917 2020-08-10 16:43:32,799 - mmaction - INFO - Epoch [133][180/940] lr: 1.902e-01, eta: 2 days, 8:29:38, time: 1.799, data_time: 0.002, memory: 9063, top1_acc: 0.4025, top5_acc: 0.6441, loss_cls: 2.6954, loss: 2.6954, grad_norm: 1.5010 2020-08-10 16:44:09,555 - mmaction - INFO - Epoch [133][200/940] lr: 1.902e-01, eta: 2 days, 8:29:55, time: 1.836, data_time: 0.008, memory: 9063, top1_acc: 0.3975, top5_acc: 0.6475, loss_cls: 2.7200, loss: 2.7200, grad_norm: 1.4882 2020-08-10 16:44:44,504 - mmaction - INFO - Epoch [133][220/940] lr: 1.902e-01, eta: 2 days, 8:29:21, time: 1.749, data_time: 0.005, memory: 9063, top1_acc: 0.3918, top5_acc: 0.6467, loss_cls: 2.7199, loss: 2.7199, grad_norm: 1.4938 2020-08-10 16:45:19,603 - mmaction - INFO - Epoch [133][240/940] lr: 1.902e-01, eta: 2 days, 8:28:49, time: 1.754, data_time: 0.007, memory: 9063, top1_acc: 0.3965, top5_acc: 0.6438, loss_cls: 2.7399, loss: 2.7399, grad_norm: 1.5133 2020-08-10 16:45:54,680 - mmaction - INFO - Epoch [133][260/940] lr: 1.902e-01, eta: 2 days, 8:28:18, time: 1.754, data_time: 0.005, memory: 9063, top1_acc: 0.3885, top5_acc: 0.6459, loss_cls: 2.7600, loss: 2.7600, grad_norm: 1.4608 2020-08-10 16:46:27,802 - mmaction - INFO - Epoch [133][280/940] lr: 1.902e-01, eta: 2 days, 8:26:50, time: 1.655, data_time: 0.007, memory: 9063, top1_acc: 0.3900, top5_acc: 0.6410, loss_cls: 2.7829, loss: 2.7829, grad_norm: 1.5092 2020-08-10 16:47:01,967 - mmaction - INFO - Epoch [133][300/940] lr: 1.902e-01, eta: 2 days, 8:25:53, time: 1.710, data_time: 0.007, memory: 9063, top1_acc: 0.3992, top5_acc: 0.6562, loss_cls: 2.6914, loss: 2.6914, grad_norm: 1.4968 2020-08-10 16:47:36,553 - mmaction - INFO - Epoch [133][320/940] lr: 1.902e-01, eta: 2 days, 8:25:07, time: 1.727, data_time: 0.005, memory: 9063, top1_acc: 0.3889, top5_acc: 0.6404, loss_cls: 2.7236, loss: 2.7236, grad_norm: 1.4778 2020-08-10 16:48:11,321 - mmaction - INFO - Epoch [133][340/940] lr: 1.902e-01, eta: 2 days, 8:24:27, time: 1.739, data_time: 0.006, memory: 9063, top1_acc: 0.4020, top5_acc: 0.6504, loss_cls: 2.7016, loss: 2.7016, grad_norm: 1.5017 2020-08-10 16:48:46,197 - mmaction - INFO - Epoch [133][360/940] lr: 1.902e-01, eta: 2 days, 8:23:51, time: 1.745, data_time: 0.007, memory: 9063, top1_acc: 0.4021, top5_acc: 0.6422, loss_cls: 2.7241, loss: 2.7241, grad_norm: 1.4674 2020-08-10 16:49:21,430 - mmaction - INFO - Epoch [133][380/940] lr: 1.902e-01, eta: 2 days, 8:23:24, time: 1.761, data_time: 0.002, memory: 9063, top1_acc: 0.3977, top5_acc: 0.6402, loss_cls: 2.7278, loss: 2.7278, grad_norm: 1.4631 2020-08-10 16:49:54,547 - mmaction - INFO - Epoch [133][400/940] lr: 1.902e-01, eta: 2 days, 8:21:57, time: 1.655, data_time: 0.008, memory: 9063, top1_acc: 0.3941, top5_acc: 0.6443, loss_cls: 2.7183, loss: 2.7183, grad_norm: 1.5214 2020-08-10 16:50:28,669 - mmaction - INFO - Epoch [133][420/940] lr: 1.902e-01, eta: 2 days, 8:21:00, time: 1.708, data_time: 0.007, memory: 9063, top1_acc: 0.3889, top5_acc: 0.6369, loss_cls: 2.7557, loss: 2.7557, grad_norm: 1.5145 2020-08-10 16:51:04,013 - mmaction - INFO - Epoch [133][440/940] lr: 1.902e-01, eta: 2 days, 8:20:36, time: 1.765, data_time: 0.005, memory: 9063, top1_acc: 0.3945, top5_acc: 0.6473, loss_cls: 2.7170, loss: 2.7170, grad_norm: 1.5170 2020-08-10 16:51:39,650 - mmaction - INFO - Epoch [133][460/940] lr: 1.902e-01, eta: 2 days, 8:20:18, time: 1.779, data_time: 0.007, memory: 9063, top1_acc: 0.3971, top5_acc: 0.6471, loss_cls: 2.7228, loss: 2.7228, grad_norm: 1.4755 2020-08-10 16:52:13,603 - mmaction - INFO - Epoch [133][480/940] lr: 1.902e-01, eta: 2 days, 8:19:19, time: 1.702, data_time: 0.008, memory: 9063, top1_acc: 0.4002, top5_acc: 0.6516, loss_cls: 2.7029, loss: 2.7029, grad_norm: 1.4792 2020-08-10 16:52:49,448 - mmaction - INFO - Epoch [133][500/940] lr: 1.902e-01, eta: 2 days, 8:19:07, time: 1.789, data_time: 0.007, memory: 9063, top1_acc: 0.3814, top5_acc: 0.6420, loss_cls: 2.7377, loss: 2.7377, grad_norm: 1.4766 2020-08-10 16:53:24,152 - mmaction - INFO - Epoch [133][520/940] lr: 1.902e-01, eta: 2 days, 8:18:26, time: 1.737, data_time: 0.007, memory: 9063, top1_acc: 0.4006, top5_acc: 0.6434, loss_cls: 2.7110, loss: 2.7110, grad_norm: 1.4858 2020-08-10 16:54:00,091 - mmaction - INFO - Epoch [133][540/940] lr: 1.902e-01, eta: 2 days, 8:18:20, time: 1.799, data_time: 0.008, memory: 9063, top1_acc: 0.3930, top5_acc: 0.6449, loss_cls: 2.7192, loss: 2.7192, grad_norm: 1.4974 2020-08-10 16:54:34,870 - mmaction - INFO - Epoch [133][560/940] lr: 1.902e-01, eta: 2 days, 8:17:39, time: 1.736, data_time: 0.007, memory: 9063, top1_acc: 0.4000, top5_acc: 0.6467, loss_cls: 2.7162, loss: 2.7162, grad_norm: 1.4751 2020-08-10 16:55:09,105 - mmaction - INFO - Epoch [133][580/940] lr: 1.902e-01, eta: 2 days, 8:16:47, time: 1.715, data_time: 0.007, memory: 9063, top1_acc: 0.3959, top5_acc: 0.6420, loss_cls: 2.7103, loss: 2.7103, grad_norm: 1.4856 2020-08-10 16:55:43,050 - mmaction - INFO - Epoch [133][600/940] lr: 1.902e-01, eta: 2 days, 8:15:45, time: 1.697, data_time: 0.002, memory: 9063, top1_acc: 0.3955, top5_acc: 0.6492, loss_cls: 2.6845, loss: 2.6845, grad_norm: 1.5013 2020-08-10 16:56:17,383 - mmaction - INFO - Epoch [133][620/940] lr: 1.902e-01, eta: 2 days, 8:14:51, time: 1.710, data_time: 0.005, memory: 9063, top1_acc: 0.3934, top5_acc: 0.6373, loss_cls: 2.7488, loss: 2.7488, grad_norm: 1.4983 2020-08-10 16:56:51,257 - mmaction - INFO - Epoch [133][640/940] lr: 1.902e-01, eta: 2 days, 8:13:52, time: 1.700, data_time: 0.009, memory: 9063, top1_acc: 0.3898, top5_acc: 0.6379, loss_cls: 2.7779, loss: 2.7779, grad_norm: 1.4680 2020-08-10 16:57:26,495 - mmaction - INFO - Epoch [133][660/940] lr: 1.902e-01, eta: 2 days, 8:13:24, time: 1.759, data_time: 0.005, memory: 9063, top1_acc: 0.4012, top5_acc: 0.6531, loss_cls: 2.6945, loss: 2.6945, grad_norm: 1.4972 2020-08-10 16:57:58,914 - mmaction - INFO - Epoch [133][680/940] lr: 1.902e-01, eta: 2 days, 8:11:44, time: 1.623, data_time: 0.007, memory: 9063, top1_acc: 0.4018, top5_acc: 0.6473, loss_cls: 2.6994, loss: 2.6994, grad_norm: 1.5033 2020-08-10 16:58:33,897 - mmaction - INFO - Epoch [133][700/940] lr: 1.902e-01, eta: 2 days, 8:11:11, time: 1.748, data_time: 0.005, memory: 9063, top1_acc: 0.3973, top5_acc: 0.6561, loss_cls: 2.6794, loss: 2.6794, grad_norm: 1.4919 2020-08-10 16:59:10,277 - mmaction - INFO - Epoch [133][720/940] lr: 1.902e-01, eta: 2 days, 8:11:14, time: 1.820, data_time: 0.005, memory: 9063, top1_acc: 0.3906, top5_acc: 0.6439, loss_cls: 2.7382, loss: 2.7382, grad_norm: 1.5011 2020-08-10 16:59:45,388 - mmaction - INFO - Epoch [133][740/940] lr: 1.902e-01, eta: 2 days, 8:10:44, time: 1.756, data_time: 0.002, memory: 9063, top1_acc: 0.3908, top5_acc: 0.6486, loss_cls: 2.7355, loss: 2.7355, grad_norm: 1.4861 2020-08-10 17:00:27,429 - mmaction - INFO - Epoch [133][760/940] lr: 1.902e-01, eta: 2 days, 8:13:06, time: 2.090, data_time: 0.004, memory: 9063, top1_acc: 0.3889, top5_acc: 0.6398, loss_cls: 2.7534, loss: 2.7534, grad_norm: 1.5102 2020-08-10 17:00:57,960 - mmaction - INFO - Epoch [133][780/940] lr: 1.902e-01, eta: 2 days, 8:10:44, time: 1.538, data_time: 0.021, memory: 9063, top1_acc: 0.3926, top5_acc: 0.6445, loss_cls: 2.7695, loss: 2.7695, grad_norm: 1.4734 2020-08-10 17:01:30,957 - mmaction - INFO - Epoch [133][800/940] lr: 1.902e-01, eta: 2 days, 8:09:19, time: 1.648, data_time: 0.007, memory: 9063, top1_acc: 0.4045, top5_acc: 0.6516, loss_cls: 2.7032, loss: 2.7032, grad_norm: 1.4747 2020-08-10 17:02:07,199 - mmaction - INFO - Epoch [133][820/940] lr: 1.902e-01, eta: 2 days, 8:09:18, time: 1.813, data_time: 0.007, memory: 9063, top1_acc: 0.3937, top5_acc: 0.6439, loss_cls: 2.7154, loss: 2.7154, grad_norm: 1.4797 2020-08-10 17:02:41,587 - mmaction - INFO - Epoch [133][840/940] lr: 1.902e-01, eta: 2 days, 8:08:28, time: 1.718, data_time: 0.006, memory: 9063, top1_acc: 0.3963, top5_acc: 0.6430, loss_cls: 2.7255, loss: 2.7255, grad_norm: 1.4897 2020-08-10 17:03:18,211 - mmaction - INFO - Epoch [133][860/940] lr: 1.902e-01, eta: 2 days, 8:08:36, time: 1.831, data_time: 0.008, memory: 9063, top1_acc: 0.4061, top5_acc: 0.6500, loss_cls: 2.6822, loss: 2.6822, grad_norm: 1.5045 2020-08-10 17:03:53,310 - mmaction - INFO - Epoch [133][880/940] lr: 1.902e-01, eta: 2 days, 8:08:05, time: 1.755, data_time: 0.005, memory: 9063, top1_acc: 0.3850, top5_acc: 0.6449, loss_cls: 2.7447, loss: 2.7447, grad_norm: 1.4710 2020-08-10 17:04:28,417 - mmaction - INFO - Epoch [133][900/940] lr: 1.902e-01, eta: 2 days, 8:07:34, time: 1.756, data_time: 0.008, memory: 9063, top1_acc: 0.3986, top5_acc: 0.6521, loss_cls: 2.7227, loss: 2.7227, grad_norm: 1.5002 2020-08-10 17:05:04,777 - mmaction - INFO - Epoch [133][920/940] lr: 1.902e-01, eta: 2 days, 8:07:35, time: 1.819, data_time: 0.005, memory: 9063, top1_acc: 0.4066, top5_acc: 0.6516, loss_cls: 2.6903, loss: 2.6903, grad_norm: 1.4922 2020-08-10 17:05:39,912 - mmaction - INFO - Epoch [133][940/940] lr: 1.902e-01, eta: 2 days, 8:07:05, time: 1.757, data_time: 0.002, memory: 9063, top1_acc: 0.3896, top5_acc: 0.6329, loss_cls: 2.7808, loss: 2.7808, grad_norm: 1.5366 2020-08-10 17:06:22,786 - mmaction - INFO - Epoch [134][20/940] lr: 1.877e-01, eta: 2 days, 8:09:29, time: 2.112, data_time: 0.645, memory: 9063, top1_acc: 0.4021, top5_acc: 0.6451, loss_cls: 2.7072, loss: 2.7072, grad_norm: 1.4797 2020-08-10 17:06:54,913 - mmaction - INFO - Epoch [134][40/940] lr: 1.877e-01, eta: 2 days, 8:07:46, time: 1.610, data_time: 0.007, memory: 9063, top1_acc: 0.4047, top5_acc: 0.6523, loss_cls: 2.7001, loss: 2.7001, grad_norm: 1.5058 2020-08-10 17:07:29,697 - mmaction - INFO - Epoch [134][60/940] lr: 1.877e-01, eta: 2 days, 8:07:06, time: 1.738, data_time: 0.011, memory: 9063, top1_acc: 0.4109, top5_acc: 0.6615, loss_cls: 2.6348, loss: 2.6348, grad_norm: 1.4896 2020-08-10 17:08:04,904 - mmaction - INFO - Epoch [134][80/940] lr: 1.877e-01, eta: 2 days, 8:06:35, time: 1.758, data_time: 0.007, memory: 9063, top1_acc: 0.4055, top5_acc: 0.6607, loss_cls: 2.6780, loss: 2.6780, grad_norm: 1.4981 2020-08-10 17:08:40,767 - mmaction - INFO - Epoch [134][100/940] lr: 1.877e-01, eta: 2 days, 8:06:24, time: 1.796, data_time: 0.010, memory: 9063, top1_acc: 0.4070, top5_acc: 0.6625, loss_cls: 2.6530, loss: 2.6530, grad_norm: 1.4866 2020-08-10 17:09:15,234 - mmaction - INFO - Epoch [134][120/940] lr: 1.877e-01, eta: 2 days, 8:05:37, time: 1.725, data_time: 0.007, memory: 9063, top1_acc: 0.4066, top5_acc: 0.6590, loss_cls: 2.6504, loss: 2.6504, grad_norm: 1.4838 2020-08-10 17:09:50,661 - mmaction - INFO - Epoch [134][140/940] lr: 1.877e-01, eta: 2 days, 8:05:12, time: 1.770, data_time: 0.008, memory: 9063, top1_acc: 0.3922, top5_acc: 0.6383, loss_cls: 2.7609, loss: 2.7609, grad_norm: 1.5100 2020-08-10 17:10:27,189 - mmaction - INFO - Epoch [134][160/940] lr: 1.877e-01, eta: 2 days, 8:05:12, time: 1.821, data_time: 0.006, memory: 9063, top1_acc: 0.4008, top5_acc: 0.6510, loss_cls: 2.6946, loss: 2.6946, grad_norm: 1.4822 2020-08-10 17:11:02,810 - mmaction - INFO - Epoch [134][180/940] lr: 1.877e-01, eta: 2 days, 8:04:56, time: 1.788, data_time: 0.009, memory: 9063, top1_acc: 0.3979, top5_acc: 0.6516, loss_cls: 2.7004, loss: 2.7004, grad_norm: 1.4407 2020-08-10 17:11:39,945 - mmaction - INFO - Epoch [134][200/940] lr: 1.877e-01, eta: 2 days, 8:05:11, time: 1.855, data_time: 0.004, memory: 9063, top1_acc: 0.4092, top5_acc: 0.6473, loss_cls: 2.6863, loss: 2.6863, grad_norm: 1.4510 2020-08-10 17:12:15,348 - mmaction - INFO - Epoch [134][220/940] lr: 1.877e-01, eta: 2 days, 8:04:46, time: 1.771, data_time: 0.005, memory: 9063, top1_acc: 0.4027, top5_acc: 0.6586, loss_cls: 2.6716, loss: 2.6716, grad_norm: 1.4965 2020-08-10 17:12:50,562 - mmaction - INFO - Epoch [134][240/940] lr: 1.877e-01, eta: 2 days, 8:04:15, time: 1.759, data_time: 0.008, memory: 9063, top1_acc: 0.3896, top5_acc: 0.6439, loss_cls: 2.7612, loss: 2.7612, grad_norm: 1.5104 2020-08-10 17:13:27,866 - mmaction - INFO - Epoch [134][260/940] lr: 1.877e-01, eta: 2 days, 8:04:35, time: 1.867, data_time: 0.006, memory: 9063, top1_acc: 0.3986, top5_acc: 0.6453, loss_cls: 2.7144, loss: 2.7144, grad_norm: 1.4636 2020-08-10 17:14:03,634 - mmaction - INFO - Epoch [134][280/940] lr: 1.877e-01, eta: 2 days, 8:04:17, time: 1.787, data_time: 0.006, memory: 9063, top1_acc: 0.3900, top5_acc: 0.6426, loss_cls: 2.7313, loss: 2.7313, grad_norm: 1.5229 2020-08-10 17:14:38,614 - mmaction - INFO - Epoch [134][300/940] lr: 1.877e-01, eta: 2 days, 8:03:42, time: 1.751, data_time: 0.006, memory: 9063, top1_acc: 0.3879, top5_acc: 0.6387, loss_cls: 2.7632, loss: 2.7632, grad_norm: 1.4978 2020-08-10 17:15:13,911 - mmaction - INFO - Epoch [134][320/940] lr: 1.877e-01, eta: 2 days, 8:03:13, time: 1.763, data_time: 0.007, memory: 9063, top1_acc: 0.3937, top5_acc: 0.6490, loss_cls: 2.7289, loss: 2.7289, grad_norm: 1.5051 2020-08-10 17:15:48,895 - mmaction - INFO - Epoch [134][340/940] lr: 1.877e-01, eta: 2 days, 8:02:39, time: 1.751, data_time: 0.005, memory: 9063, top1_acc: 0.4000, top5_acc: 0.6512, loss_cls: 2.7020, loss: 2.7020, grad_norm: 1.4982 2020-08-10 17:16:24,987 - mmaction - INFO - Epoch [134][360/940] lr: 1.877e-01, eta: 2 days, 8:02:29, time: 1.805, data_time: 0.005, memory: 9063, top1_acc: 0.4037, top5_acc: 0.6488, loss_cls: 2.7171, loss: 2.7171, grad_norm: 1.5005 2020-08-10 17:16:58,929 - mmaction - INFO - Epoch [134][380/940] lr: 1.877e-01, eta: 2 days, 8:01:29, time: 1.696, data_time: 0.002, memory: 9063, top1_acc: 0.4123, top5_acc: 0.6609, loss_cls: 2.6780, loss: 2.6780, grad_norm: 1.5098 2020-08-10 17:17:34,541 - mmaction - INFO - Epoch [134][400/940] lr: 1.877e-01, eta: 2 days, 8:01:08, time: 1.782, data_time: 0.005, memory: 9063, top1_acc: 0.3977, top5_acc: 0.6436, loss_cls: 2.7195, loss: 2.7195, grad_norm: 1.4946 2020-08-10 17:18:08,695 - mmaction - INFO - Epoch [134][420/940] lr: 1.877e-01, eta: 2 days, 8:00:14, time: 1.707, data_time: 0.003, memory: 9063, top1_acc: 0.3922, top5_acc: 0.6377, loss_cls: 2.7402, loss: 2.7402, grad_norm: 1.4918 2020-08-10 17:18:42,405 - mmaction - INFO - Epoch [134][440/940] lr: 1.877e-01, eta: 2 days, 7:59:09, time: 1.684, data_time: 0.005, memory: 9063, top1_acc: 0.4094, top5_acc: 0.6637, loss_cls: 2.6356, loss: 2.6356, grad_norm: 1.4740 2020-08-10 17:19:17,485 - mmaction - INFO - Epoch [134][460/940] lr: 1.877e-01, eta: 2 days, 7:58:37, time: 1.756, data_time: 0.005, memory: 9063, top1_acc: 0.3998, top5_acc: 0.6531, loss_cls: 2.6947, loss: 2.6947, grad_norm: 1.4811 2020-08-10 17:19:51,252 - mmaction - INFO - Epoch [134][480/940] lr: 1.877e-01, eta: 2 days, 7:57:34, time: 1.686, data_time: 0.007, memory: 9063, top1_acc: 0.4037, top5_acc: 0.6555, loss_cls: 2.6809, loss: 2.6809, grad_norm: 1.5096 2020-08-10 17:20:26,033 - mmaction - INFO - Epoch [134][500/940] lr: 1.877e-01, eta: 2 days, 7:56:53, time: 1.738, data_time: 0.007, memory: 9063, top1_acc: 0.4084, top5_acc: 0.6551, loss_cls: 2.6888, loss: 2.6888, grad_norm: 1.4854 2020-08-10 17:21:00,383 - mmaction - INFO - Epoch [134][520/940] lr: 1.877e-01, eta: 2 days, 7:56:06, time: 1.721, data_time: 0.006, memory: 9063, top1_acc: 0.3908, top5_acc: 0.6533, loss_cls: 2.7106, loss: 2.7106, grad_norm: 1.4984 2020-08-10 17:21:35,857 - mmaction - INFO - Epoch [134][540/940] lr: 1.877e-01, eta: 2 days, 7:55:39, time: 1.768, data_time: 0.005, memory: 9063, top1_acc: 0.4006, top5_acc: 0.6562, loss_cls: 2.6867, loss: 2.6867, grad_norm: 1.5254 2020-08-10 17:22:08,901 - mmaction - INFO - Epoch [134][560/940] lr: 1.877e-01, eta: 2 days, 7:54:23, time: 1.656, data_time: 0.008, memory: 9063, top1_acc: 0.3961, top5_acc: 0.6508, loss_cls: 2.7000, loss: 2.7000, grad_norm: 1.5132 2020-08-10 17:22:41,809 - mmaction - INFO - Epoch [134][580/940] lr: 1.877e-01, eta: 2 days, 7:53:03, time: 1.645, data_time: 0.006, memory: 9063, top1_acc: 0.4029, top5_acc: 0.6549, loss_cls: 2.6686, loss: 2.6686, grad_norm: 1.4761 2020-08-10 17:23:14,250 - mmaction - INFO - Epoch [134][600/940] lr: 1.877e-01, eta: 2 days, 7:51:32, time: 1.621, data_time: 0.007, memory: 9063, top1_acc: 0.4082, top5_acc: 0.6584, loss_cls: 2.6798, loss: 2.6798, grad_norm: 1.4990 2020-08-10 17:23:47,116 - mmaction - INFO - Epoch [134][620/940] lr: 1.877e-01, eta: 2 days, 7:50:12, time: 1.645, data_time: 0.009, memory: 9063, top1_acc: 0.3889, top5_acc: 0.6365, loss_cls: 2.7668, loss: 2.7668, grad_norm: 1.4954 2020-08-10 17:24:21,226 - mmaction - INFO - Epoch [134][640/940] lr: 1.877e-01, eta: 2 days, 7:49:20, time: 1.708, data_time: 0.006, memory: 9063, top1_acc: 0.3904, top5_acc: 0.6387, loss_cls: 2.7786, loss: 2.7786, grad_norm: 1.4884 2020-08-10 17:24:54,558 - mmaction - INFO - Epoch [134][660/940] lr: 1.877e-01, eta: 2 days, 7:48:09, time: 1.664, data_time: 0.005, memory: 9063, top1_acc: 0.3934, top5_acc: 0.6375, loss_cls: 2.7646, loss: 2.7646, grad_norm: 1.4953 2020-08-10 17:25:28,419 - mmaction - INFO - Epoch [134][680/940] lr: 1.877e-01, eta: 2 days, 7:47:12, time: 1.695, data_time: 0.006, memory: 9063, top1_acc: 0.3980, top5_acc: 0.6436, loss_cls: 2.7331, loss: 2.7331, grad_norm: 1.5246 2020-08-10 17:26:01,955 - mmaction - INFO - Epoch [134][700/940] lr: 1.877e-01, eta: 2 days, 7:46:06, time: 1.674, data_time: 0.007, memory: 9063, top1_acc: 0.3855, top5_acc: 0.6414, loss_cls: 2.7584, loss: 2.7584, grad_norm: 1.4805 2020-08-10 17:26:36,230 - mmaction - INFO - Epoch [134][720/940] lr: 1.877e-01, eta: 2 days, 7:45:18, time: 1.717, data_time: 0.007, memory: 9063, top1_acc: 0.3988, top5_acc: 0.6494, loss_cls: 2.6996, loss: 2.6996, grad_norm: 1.5074 2020-08-10 17:27:06,913 - mmaction - INFO - Epoch [134][740/940] lr: 1.877e-01, eta: 2 days, 7:43:11, time: 1.530, data_time: 0.005, memory: 9063, top1_acc: 0.3904, top5_acc: 0.6459, loss_cls: 2.7346, loss: 2.7346, grad_norm: 1.4888 2020-08-10 17:27:39,401 - mmaction - INFO - Epoch [134][760/940] lr: 1.877e-01, eta: 2 days, 7:41:45, time: 1.624, data_time: 0.007, memory: 9063, top1_acc: 0.4107, top5_acc: 0.6574, loss_cls: 2.6634, loss: 2.6634, grad_norm: 1.4609 2020-08-10 17:28:12,408 - mmaction - INFO - Epoch [134][780/940] lr: 1.877e-01, eta: 2 days, 7:40:32, time: 1.656, data_time: 0.008, memory: 9063, top1_acc: 0.4031, top5_acc: 0.6428, loss_cls: 2.7395, loss: 2.7395, grad_norm: 1.5182 2020-08-10 17:28:45,465 - mmaction - INFO - Epoch [134][800/940] lr: 1.877e-01, eta: 2 days, 7:39:18, time: 1.651, data_time: 0.006, memory: 9063, top1_acc: 0.3996, top5_acc: 0.6535, loss_cls: 2.6930, loss: 2.6930, grad_norm: 1.5243 2020-08-10 17:29:18,256 - mmaction - INFO - Epoch [134][820/940] lr: 1.877e-01, eta: 2 days, 7:38:00, time: 1.641, data_time: 0.006, memory: 9063, top1_acc: 0.4068, top5_acc: 0.6521, loss_cls: 2.6962, loss: 2.6962, grad_norm: 1.5113 2020-08-10 17:29:51,442 - mmaction - INFO - Epoch [134][840/940] lr: 1.877e-01, eta: 2 days, 7:36:49, time: 1.657, data_time: 0.008, memory: 9063, top1_acc: 0.4090, top5_acc: 0.6545, loss_cls: 2.6811, loss: 2.6811, grad_norm: 1.4861 2020-08-10 17:30:22,416 - mmaction - INFO - Epoch [134][860/940] lr: 1.877e-01, eta: 2 days, 7:34:53, time: 1.548, data_time: 0.006, memory: 9063, top1_acc: 0.3898, top5_acc: 0.6439, loss_cls: 2.7415, loss: 2.7415, grad_norm: 1.4783 2020-08-10 17:30:55,469 - mmaction - INFO - Epoch [134][880/940] lr: 1.877e-01, eta: 2 days, 7:33:41, time: 1.654, data_time: 0.005, memory: 9063, top1_acc: 0.3914, top5_acc: 0.6436, loss_cls: 2.7463, loss: 2.7463, grad_norm: 1.5019 2020-08-10 17:31:29,161 - mmaction - INFO - Epoch [134][900/940] lr: 1.877e-01, eta: 2 days, 7:32:40, time: 1.679, data_time: 0.006, memory: 9063, top1_acc: 0.4074, top5_acc: 0.6502, loss_cls: 2.6626, loss: 2.6626, grad_norm: 1.4759 2020-08-10 17:32:01,951 - mmaction - INFO - Epoch [134][920/940] lr: 1.877e-01, eta: 2 days, 7:31:25, time: 1.645, data_time: 0.009, memory: 9063, top1_acc: 0.3979, top5_acc: 0.6455, loss_cls: 2.7172, loss: 2.7172, grad_norm: 1.4883 2020-08-10 17:32:31,848 - mmaction - INFO - Epoch [134][940/940] lr: 1.877e-01, eta: 2 days, 7:29:10, time: 1.495, data_time: 0.003, memory: 9063, top1_acc: 0.3890, top5_acc: 0.6410, loss_cls: 2.7533, loss: 2.7533, grad_norm: 1.5064 2020-08-10 17:33:13,648 - mmaction - INFO - Epoch [135][20/940] lr: 1.853e-01, eta: 2 days, 7:30:50, time: 2.076, data_time: 0.463, memory: 9063, top1_acc: 0.4020, top5_acc: 0.6424, loss_cls: 2.7067, loss: 2.7067, grad_norm: 1.4561 2020-08-10 17:33:43,878 - mmaction - INFO - Epoch [135][40/940] lr: 1.853e-01, eta: 2 days, 7:28:43, time: 1.513, data_time: 0.006, memory: 9063, top1_acc: 0.3916, top5_acc: 0.6537, loss_cls: 2.7099, loss: 2.7099, grad_norm: 1.5248 2020-08-10 17:34:16,087 - mmaction - INFO - Epoch [135][60/940] lr: 1.853e-01, eta: 2 days, 7:27:15, time: 1.611, data_time: 0.005, memory: 9063, top1_acc: 0.3875, top5_acc: 0.6408, loss_cls: 2.7314, loss: 2.7314, grad_norm: 1.4981 2020-08-10 17:34:48,005 - mmaction - INFO - Epoch [135][80/940] lr: 1.853e-01, eta: 2 days, 7:25:42, time: 1.596, data_time: 0.002, memory: 9063, top1_acc: 0.4107, top5_acc: 0.6592, loss_cls: 2.6691, loss: 2.6691, grad_norm: 1.4676 2020-08-10 17:35:19,508 - mmaction - INFO - Epoch [135][100/940] lr: 1.853e-01, eta: 2 days, 7:23:59, time: 1.573, data_time: 0.003, memory: 9063, top1_acc: 0.3992, top5_acc: 0.6527, loss_cls: 2.7141, loss: 2.7141, grad_norm: 1.4894 2020-08-10 17:35:52,133 - mmaction - INFO - Epoch [135][120/940] lr: 1.853e-01, eta: 2 days, 7:22:42, time: 1.633, data_time: 0.007, memory: 9063, top1_acc: 0.3979, top5_acc: 0.6482, loss_cls: 2.7044, loss: 2.7044, grad_norm: 1.4779 2020-08-10 17:36:24,973 - mmaction - INFO - Epoch [135][140/940] lr: 1.853e-01, eta: 2 days, 7:21:28, time: 1.642, data_time: 0.003, memory: 9063, top1_acc: 0.3977, top5_acc: 0.6523, loss_cls: 2.6933, loss: 2.6933, grad_norm: 1.4932 2020-08-10 17:36:56,718 - mmaction - INFO - Epoch [135][160/940] lr: 1.853e-01, eta: 2 days, 7:19:53, time: 1.588, data_time: 0.009, memory: 9063, top1_acc: 0.3973, top5_acc: 0.6639, loss_cls: 2.6495, loss: 2.6495, grad_norm: 1.4941 2020-08-10 17:37:29,539 - mmaction - INFO - Epoch [135][180/940] lr: 1.853e-01, eta: 2 days, 7:18:39, time: 1.639, data_time: 0.004, memory: 9063, top1_acc: 0.3881, top5_acc: 0.6424, loss_cls: 2.7116, loss: 2.7116, grad_norm: 1.5057 2020-08-10 17:37:59,506 - mmaction - INFO - Epoch [135][200/940] lr: 1.853e-01, eta: 2 days, 7:16:31, time: 1.501, data_time: 0.006, memory: 9063, top1_acc: 0.3867, top5_acc: 0.6414, loss_cls: 2.7264, loss: 2.7264, grad_norm: 1.4722 2020-08-10 17:38:31,654 - mmaction - INFO - Epoch [135][220/940] lr: 1.853e-01, eta: 2 days, 7:15:04, time: 1.605, data_time: 0.006, memory: 9063, top1_acc: 0.4121, top5_acc: 0.6592, loss_cls: 2.6606, loss: 2.6606, grad_norm: 1.4887 2020-08-10 17:39:04,891 - mmaction - INFO - Epoch [135][240/940] lr: 1.853e-01, eta: 2 days, 7:14:00, time: 1.663, data_time: 0.007, memory: 9063, top1_acc: 0.3930, top5_acc: 0.6531, loss_cls: 2.6960, loss: 2.6960, grad_norm: 1.5094 2020-08-10 17:39:37,530 - mmaction - INFO - Epoch [135][260/940] lr: 1.853e-01, eta: 2 days, 7:12:44, time: 1.630, data_time: 0.004, memory: 9063, top1_acc: 0.3934, top5_acc: 0.6531, loss_cls: 2.7050, loss: 2.7050, grad_norm: 1.5254 2020-08-10 17:40:09,798 - mmaction - INFO - Epoch [135][280/940] lr: 1.853e-01, eta: 2 days, 7:11:22, time: 1.616, data_time: 0.010, memory: 9063, top1_acc: 0.4064, top5_acc: 0.6549, loss_cls: 2.6918, loss: 2.6918, grad_norm: 1.5139 2020-08-10 17:40:43,015 - mmaction - INFO - Epoch [135][300/940] lr: 1.853e-01, eta: 2 days, 7:10:18, time: 1.661, data_time: 0.003, memory: 9063, top1_acc: 0.3900, top5_acc: 0.6432, loss_cls: 2.7333, loss: 2.7333, grad_norm: 1.5370 2020-08-10 17:41:15,444 - mmaction - INFO - Epoch [135][320/940] lr: 1.853e-01, eta: 2 days, 7:08:58, time: 1.618, data_time: 0.009, memory: 9063, top1_acc: 0.4027, top5_acc: 0.6553, loss_cls: 2.6837, loss: 2.6837, grad_norm: 1.5054 2020-08-10 17:41:47,800 - mmaction - INFO - Epoch [135][340/940] lr: 1.853e-01, eta: 2 days, 7:07:37, time: 1.616, data_time: 0.007, memory: 9063, top1_acc: 0.4029, top5_acc: 0.6529, loss_cls: 2.6536, loss: 2.6536, grad_norm: 1.5114 2020-08-10 17:42:19,456 - mmaction - INFO - Epoch [135][360/940] lr: 1.853e-01, eta: 2 days, 7:06:05, time: 1.586, data_time: 0.009, memory: 9063, top1_acc: 0.3885, top5_acc: 0.6357, loss_cls: 2.7421, loss: 2.7421, grad_norm: 1.5153 2020-08-10 17:42:51,364 - mmaction - INFO - Epoch [135][380/940] lr: 1.853e-01, eta: 2 days, 7:04:39, time: 1.598, data_time: 0.005, memory: 9063, top1_acc: 0.3984, top5_acc: 0.6486, loss_cls: 2.7000, loss: 2.7000, grad_norm: 1.5241 2020-08-10 17:43:24,405 - mmaction - INFO - Epoch [135][400/940] lr: 1.853e-01, eta: 2 days, 7:03:32, time: 1.651, data_time: 0.005, memory: 9063, top1_acc: 0.3963, top5_acc: 0.6492, loss_cls: 2.7073, loss: 2.7073, grad_norm: 1.4839 2020-08-10 17:43:57,295 - mmaction - INFO - Epoch [135][420/940] lr: 1.853e-01, eta: 2 days, 7:02:24, time: 1.646, data_time: 0.006, memory: 9063, top1_acc: 0.3998, top5_acc: 0.6461, loss_cls: 2.6985, loss: 2.6985, grad_norm: 1.5091 2020-08-10 17:44:31,486 - mmaction - INFO - Epoch [135][440/940] lr: 1.853e-01, eta: 2 days, 7:01:40, time: 1.708, data_time: 0.005, memory: 9063, top1_acc: 0.3975, top5_acc: 0.6379, loss_cls: 2.7296, loss: 2.7296, grad_norm: 1.4980 2020-08-10 17:45:03,788 - mmaction - INFO - Epoch [135][460/940] lr: 1.853e-01, eta: 2 days, 7:00:21, time: 1.615, data_time: 0.005, memory: 9063, top1_acc: 0.3961, top5_acc: 0.6451, loss_cls: 2.7088, loss: 2.7088, grad_norm: 1.5078 2020-08-10 17:45:36,874 - mmaction - INFO - Epoch [135][480/940] lr: 1.853e-01, eta: 2 days, 6:59:17, time: 1.655, data_time: 0.006, memory: 9063, top1_acc: 0.3920, top5_acc: 0.6459, loss_cls: 2.7133, loss: 2.7133, grad_norm: 1.5076 2020-08-10 17:46:09,253 - mmaction - INFO - Epoch [135][500/940] lr: 1.853e-01, eta: 2 days, 6:57:59, time: 1.618, data_time: 0.007, memory: 9063, top1_acc: 0.4047, top5_acc: 0.6516, loss_cls: 2.6966, loss: 2.6966, grad_norm: 1.5038 2020-08-10 17:46:42,757 - mmaction - INFO - Epoch [135][520/940] lr: 1.853e-01, eta: 2 days, 6:57:02, time: 1.673, data_time: 0.006, memory: 9063, top1_acc: 0.4080, top5_acc: 0.6545, loss_cls: 2.6610, loss: 2.6610, grad_norm: 1.4935 2020-08-10 17:47:14,643 - mmaction - INFO - Epoch [135][540/940] lr: 1.853e-01, eta: 2 days, 6:55:37, time: 1.597, data_time: 0.009, memory: 9063, top1_acc: 0.4010, top5_acc: 0.6586, loss_cls: 2.6661, loss: 2.6661, grad_norm: 1.5109 2020-08-10 17:47:47,334 - mmaction - INFO - Epoch [135][560/940] lr: 1.853e-01, eta: 2 days, 6:54:26, time: 1.633, data_time: 0.006, memory: 9063, top1_acc: 0.4125, top5_acc: 0.6453, loss_cls: 2.6676, loss: 2.6676, grad_norm: 1.4903 2020-08-10 17:48:19,716 - mmaction - INFO - Epoch [135][580/940] lr: 1.853e-01, eta: 2 days, 6:53:11, time: 1.621, data_time: 0.008, memory: 9063, top1_acc: 0.3943, top5_acc: 0.6346, loss_cls: 2.7453, loss: 2.7453, grad_norm: 1.5035 2020-08-10 17:48:52,323 - mmaction - INFO - Epoch [135][600/940] lr: 1.853e-01, eta: 2 days, 6:51:59, time: 1.631, data_time: 0.005, memory: 9063, top1_acc: 0.3867, top5_acc: 0.6412, loss_cls: 2.7377, loss: 2.7377, grad_norm: 1.4869 2020-08-10 17:49:26,144 - mmaction - INFO - Epoch [135][620/940] lr: 1.853e-01, eta: 2 days, 6:51:10, time: 1.691, data_time: 0.003, memory: 9063, top1_acc: 0.4010, top5_acc: 0.6391, loss_cls: 2.6917, loss: 2.6917, grad_norm: 1.5221 2020-08-10 17:49:56,821 - mmaction - INFO - Epoch [135][640/940] lr: 1.853e-01, eta: 2 days, 6:49:21, time: 1.529, data_time: 0.005, memory: 9063, top1_acc: 0.3848, top5_acc: 0.6416, loss_cls: 2.7378, loss: 2.7378, grad_norm: 1.5297 2020-08-10 17:50:28,981 - mmaction - INFO - Epoch [135][660/940] lr: 1.853e-01, eta: 2 days, 6:48:02, time: 1.607, data_time: 0.008, memory: 9063, top1_acc: 0.3943, top5_acc: 0.6447, loss_cls: 2.7175, loss: 2.7175, grad_norm: 1.5122 2020-08-10 17:51:00,988 - mmaction - INFO - Epoch [135][680/940] lr: 1.853e-01, eta: 2 days, 6:46:42, time: 1.604, data_time: 0.011, memory: 9063, top1_acc: 0.4020, top5_acc: 0.6477, loss_cls: 2.6798, loss: 2.6798, grad_norm: 1.5240 2020-08-10 17:51:34,356 - mmaction - INFO - Epoch [135][700/940] lr: 1.853e-01, eta: 2 days, 6:45:44, time: 1.666, data_time: 0.007, memory: 9063, top1_acc: 0.3998, top5_acc: 0.6467, loss_cls: 2.7256, loss: 2.7256, grad_norm: 1.4863 2020-08-10 17:52:07,424 - mmaction - INFO - Epoch [135][720/940] lr: 1.853e-01, eta: 2 days, 6:44:44, time: 1.658, data_time: 0.013, memory: 9063, top1_acc: 0.4006, top5_acc: 0.6535, loss_cls: 2.6863, loss: 2.6863, grad_norm: 1.5545 2020-08-10 17:52:37,779 - mmaction - INFO - Epoch [135][740/940] lr: 1.853e-01, eta: 2 days, 6:42:53, time: 1.516, data_time: 0.005, memory: 9063, top1_acc: 0.3928, top5_acc: 0.6383, loss_cls: 2.7373, loss: 2.7373, grad_norm: 1.5121 2020-08-10 17:53:11,497 - mmaction - INFO - Epoch [135][760/940] lr: 1.853e-01, eta: 2 days, 6:42:04, time: 1.688, data_time: 0.007, memory: 9063, top1_acc: 0.4100, top5_acc: 0.6602, loss_cls: 2.6572, loss: 2.6572, grad_norm: 1.4948 2020-08-10 17:53:48,681 - mmaction - INFO - Epoch [135][780/940] lr: 1.853e-01, eta: 2 days, 6:42:14, time: 1.854, data_time: 0.007, memory: 9063, top1_acc: 0.3975, top5_acc: 0.6391, loss_cls: 2.7432, loss: 2.7432, grad_norm: 1.5134 2020-08-10 17:54:19,208 - mmaction - INFO - Epoch [135][800/940] lr: 1.853e-01, eta: 2 days, 6:40:29, time: 1.530, data_time: 0.008, memory: 9063, top1_acc: 0.4059, top5_acc: 0.6502, loss_cls: 2.6831, loss: 2.6831, grad_norm: 1.4990 2020-08-10 17:54:52,360 - mmaction - INFO - Epoch [135][820/940] lr: 1.853e-01, eta: 2 days, 6:39:30, time: 1.659, data_time: 0.006, memory: 9063, top1_acc: 0.3959, top5_acc: 0.6436, loss_cls: 2.7608, loss: 2.7608, grad_norm: 1.5265 2020-08-10 17:55:24,771 - mmaction - INFO - Epoch [135][840/940] lr: 1.853e-01, eta: 2 days, 6:38:15, time: 1.614, data_time: 0.006, memory: 9063, top1_acc: 0.3939, top5_acc: 0.6463, loss_cls: 2.7193, loss: 2.7193, grad_norm: 1.5207 2020-08-10 17:55:58,916 - mmaction - INFO - Epoch [135][860/940] lr: 1.853e-01, eta: 2 days, 6:37:36, time: 1.713, data_time: 0.009, memory: 9063, top1_acc: 0.4045, top5_acc: 0.6508, loss_cls: 2.7259, loss: 2.7259, grad_norm: 1.5091 2020-08-10 17:56:32,805 - mmaction - INFO - Epoch [135][880/940] lr: 1.853e-01, eta: 2 days, 6:36:49, time: 1.693, data_time: 0.009, memory: 9063, top1_acc: 0.3893, top5_acc: 0.6488, loss_cls: 2.7357, loss: 2.7357, grad_norm: 1.5172 2020-08-10 17:57:05,361 - mmaction - INFO - Epoch [135][900/940] lr: 1.853e-01, eta: 2 days, 6:35:40, time: 1.629, data_time: 0.005, memory: 9063, top1_acc: 0.3953, top5_acc: 0.6422, loss_cls: 2.7076, loss: 2.7076, grad_norm: 1.5021 2020-08-10 17:57:38,907 - mmaction - INFO - Epoch [135][920/940] lr: 1.853e-01, eta: 2 days, 6:34:47, time: 1.674, data_time: 0.006, memory: 9063, top1_acc: 0.4016, top5_acc: 0.6543, loss_cls: 2.6824, loss: 2.6824, grad_norm: 1.5298 2020-08-10 17:58:10,795 - mmaction - INFO - Epoch [135][940/940] lr: 1.853e-01, eta: 2 days, 6:33:28, time: 1.598, data_time: 0.007, memory: 9063, top1_acc: 0.4002, top5_acc: 0.6394, loss_cls: 2.7311, loss: 2.7311, grad_norm: 1.5205 2020-08-10 17:58:50,265 - mmaction - INFO - Epoch [136][20/940] lr: 1.828e-01, eta: 2 days, 6:34:12, time: 1.956, data_time: 0.467, memory: 9063, top1_acc: 0.4117, top5_acc: 0.6541, loss_cls: 2.6691, loss: 2.6691, grad_norm: 1.4772 2020-08-10 17:59:21,911 - mmaction - INFO - Epoch [136][40/940] lr: 1.828e-01, eta: 2 days, 6:32:48, time: 1.583, data_time: 0.003, memory: 9063, top1_acc: 0.4002, top5_acc: 0.6396, loss_cls: 2.7144, loss: 2.7144, grad_norm: 1.5221 2020-08-10 17:59:55,539 - mmaction - INFO - Epoch [136][60/940] lr: 1.828e-01, eta: 2 days, 6:31:57, time: 1.680, data_time: 0.010, memory: 9063, top1_acc: 0.4096, top5_acc: 0.6479, loss_cls: 2.6968, loss: 2.6968, grad_norm: 1.4946 2020-08-10 18:00:33,773 - mmaction - INFO - Epoch [136][80/940] lr: 1.828e-01, eta: 2 days, 6:32:23, time: 1.902, data_time: 0.005, memory: 9063, top1_acc: 0.4084, top5_acc: 0.6543, loss_cls: 2.6792, loss: 2.6792, grad_norm: 1.4719 2020-08-10 18:01:05,005 - mmaction - INFO - Epoch [136][100/940] lr: 1.828e-01, eta: 2 days, 6:30:55, time: 1.572, data_time: 0.062, memory: 9063, top1_acc: 0.3955, top5_acc: 0.6439, loss_cls: 2.6942, loss: 2.6942, grad_norm: 1.5094 2020-08-10 18:01:37,067 - mmaction - INFO - Epoch [136][120/940] lr: 1.828e-01, eta: 2 days, 6:29:38, time: 1.602, data_time: 0.006, memory: 9063, top1_acc: 0.4051, top5_acc: 0.6564, loss_cls: 2.6312, loss: 2.6312, grad_norm: 1.4858 2020-08-10 18:02:09,868 - mmaction - INFO - Epoch [136][140/940] lr: 1.828e-01, eta: 2 days, 6:28:35, time: 1.642, data_time: 0.007, memory: 9063, top1_acc: 0.3949, top5_acc: 0.6463, loss_cls: 2.6960, loss: 2.6960, grad_norm: 1.5051 2020-08-10 18:02:41,945 - mmaction - INFO - Epoch [136][160/940] lr: 1.828e-01, eta: 2 days, 6:27:18, time: 1.601, data_time: 0.004, memory: 9063, top1_acc: 0.4070, top5_acc: 0.6486, loss_cls: 2.6973, loss: 2.6973, grad_norm: 1.5019 2020-08-10 18:03:15,465 - mmaction - INFO - Epoch [136][180/940] lr: 1.828e-01, eta: 2 days, 6:26:28, time: 1.678, data_time: 0.006, memory: 9063, top1_acc: 0.4047, top5_acc: 0.6525, loss_cls: 2.6800, loss: 2.6800, grad_norm: 1.5179 2020-08-10 18:03:46,153 - mmaction - INFO - Epoch [136][200/940] lr: 1.828e-01, eta: 2 days, 6:24:49, time: 1.533, data_time: 0.009, memory: 9063, top1_acc: 0.4197, top5_acc: 0.6617, loss_cls: 2.6284, loss: 2.6284, grad_norm: 1.5167 2020-08-10 18:04:17,626 - mmaction - INFO - Epoch [136][220/940] lr: 1.828e-01, eta: 2 days, 6:23:24, time: 1.575, data_time: 0.007, memory: 9063, top1_acc: 0.3926, top5_acc: 0.6391, loss_cls: 2.7556, loss: 2.7556, grad_norm: 1.5064 2020-08-10 18:04:51,251 - mmaction - INFO - Epoch [136][240/940] lr: 1.828e-01, eta: 2 days, 6:22:35, time: 1.682, data_time: 0.007, memory: 9063, top1_acc: 0.4090, top5_acc: 0.6465, loss_cls: 2.6802, loss: 2.6802, grad_norm: 1.4735 2020-08-10 18:05:23,715 - mmaction - INFO - Epoch [136][260/940] lr: 1.828e-01, eta: 2 days, 6:21:27, time: 1.622, data_time: 0.002, memory: 9063, top1_acc: 0.4117, top5_acc: 0.6547, loss_cls: 2.6577, loss: 2.6577, grad_norm: 1.4895 2020-08-10 18:05:56,373 - mmaction - INFO - Epoch [136][280/940] lr: 1.828e-01, eta: 2 days, 6:20:22, time: 1.634, data_time: 0.005, memory: 9063, top1_acc: 0.4090, top5_acc: 0.6477, loss_cls: 2.6811, loss: 2.6811, grad_norm: 1.4932 2020-08-10 18:06:30,075 - mmaction - INFO - Epoch [136][300/940] lr: 1.828e-01, eta: 2 days, 6:19:34, time: 1.683, data_time: 0.007, memory: 9063, top1_acc: 0.4004, top5_acc: 0.6551, loss_cls: 2.7116, loss: 2.7116, grad_norm: 1.4978 2020-08-10 18:07:01,037 - mmaction - INFO - Epoch [136][320/940] lr: 1.828e-01, eta: 2 days, 6:18:02, time: 1.550, data_time: 0.005, memory: 9063, top1_acc: 0.4109, top5_acc: 0.6559, loss_cls: 2.6476, loss: 2.6476, grad_norm: 1.4880 2020-08-10 18:07:34,074 - mmaction - INFO - Epoch [136][340/940] lr: 1.828e-01, eta: 2 days, 6:17:03, time: 1.649, data_time: 0.008, memory: 9063, top1_acc: 0.3967, top5_acc: 0.6576, loss_cls: 2.6750, loss: 2.6750, grad_norm: 1.5253 2020-08-10 18:08:08,172 - mmaction - INFO - Epoch [136][360/940] lr: 1.828e-01, eta: 2 days, 6:16:24, time: 1.708, data_time: 0.007, memory: 9063, top1_acc: 0.4035, top5_acc: 0.6547, loss_cls: 2.6565, loss: 2.6565, grad_norm: 1.5197 2020-08-10 18:08:40,275 - mmaction - INFO - Epoch [136][380/940] lr: 1.828e-01, eta: 2 days, 6:15:11, time: 1.605, data_time: 0.003, memory: 9063, top1_acc: 0.4082, top5_acc: 0.6512, loss_cls: 2.6581, loss: 2.6581, grad_norm: 1.5061 2020-08-10 18:09:11,995 - mmaction - INFO - Epoch [136][400/940] lr: 1.828e-01, eta: 2 days, 6:13:50, time: 1.580, data_time: 0.006, memory: 9063, top1_acc: 0.4090, top5_acc: 0.6479, loss_cls: 2.6874, loss: 2.6874, grad_norm: 1.5128 2020-08-10 18:09:45,801 - mmaction - INFO - Epoch [136][420/940] lr: 1.828e-01, eta: 2 days, 6:13:07, time: 1.695, data_time: 0.009, memory: 9063, top1_acc: 0.3982, top5_acc: 0.6367, loss_cls: 2.7205, loss: 2.7205, grad_norm: 1.5199 2020-08-10 18:10:20,968 - mmaction - INFO - Epoch [136][440/940] lr: 1.828e-01, eta: 2 days, 6:12:43, time: 1.756, data_time: 0.007, memory: 9063, top1_acc: 0.3982, top5_acc: 0.6561, loss_cls: 2.6987, loss: 2.6987, grad_norm: 1.5125 2020-08-10 18:10:56,455 - mmaction - INFO - Epoch [136][460/940] lr: 1.828e-01, eta: 2 days, 6:12:27, time: 1.779, data_time: 0.007, memory: 9063, top1_acc: 0.3961, top5_acc: 0.6498, loss_cls: 2.7148, loss: 2.7148, grad_norm: 1.5138 2020-08-10 18:11:27,105 - mmaction - INFO - Epoch [136][480/940] lr: 1.828e-01, eta: 2 days, 6:10:51, time: 1.530, data_time: 0.004, memory: 9063, top1_acc: 0.3871, top5_acc: 0.6518, loss_cls: 2.7026, loss: 2.7026, grad_norm: 1.5091 2020-08-10 18:11:59,590 - mmaction - INFO - Epoch [136][500/940] lr: 1.828e-01, eta: 2 days, 6:09:46, time: 1.626, data_time: 0.006, memory: 9063, top1_acc: 0.4055, top5_acc: 0.6611, loss_cls: 2.6685, loss: 2.6685, grad_norm: 1.5106 2020-08-10 18:12:32,848 - mmaction - INFO - Epoch [136][520/940] lr: 1.828e-01, eta: 2 days, 6:08:52, time: 1.662, data_time: 0.004, memory: 9063, top1_acc: 0.3873, top5_acc: 0.6463, loss_cls: 2.7232, loss: 2.7232, grad_norm: 1.5479 2020-08-10 18:13:03,956 - mmaction - INFO - Epoch [136][540/940] lr: 1.828e-01, eta: 2 days, 6:07:25, time: 1.555, data_time: 0.002, memory: 9063, top1_acc: 0.3961, top5_acc: 0.6488, loss_cls: 2.7199, loss: 2.7199, grad_norm: 1.5079 2020-08-10 18:13:35,429 - mmaction - INFO - Epoch [136][560/940] lr: 1.828e-01, eta: 2 days, 6:06:04, time: 1.573, data_time: 0.005, memory: 9063, top1_acc: 0.4090, top5_acc: 0.6523, loss_cls: 2.6658, loss: 2.6658, grad_norm: 1.5177 2020-08-10 18:14:08,942 - mmaction - INFO - Epoch [136][580/940] lr: 1.828e-01, eta: 2 days, 6:05:14, time: 1.673, data_time: 0.005, memory: 9063, top1_acc: 0.4113, top5_acc: 0.6510, loss_cls: 2.6794, loss: 2.6794, grad_norm: 1.5188 2020-08-10 18:14:40,680 - mmaction - INFO - Epoch [136][600/940] lr: 1.828e-01, eta: 2 days, 6:03:58, time: 1.588, data_time: 0.009, memory: 9063, top1_acc: 0.4113, top5_acc: 0.6570, loss_cls: 2.6721, loss: 2.6721, grad_norm: 1.4925 2020-08-10 18:15:14,209 - mmaction - INFO - Epoch [136][620/940] lr: 1.828e-01, eta: 2 days, 6:03:09, time: 1.675, data_time: 0.008, memory: 9063, top1_acc: 0.3943, top5_acc: 0.6451, loss_cls: 2.7173, loss: 2.7173, grad_norm: 1.5380 2020-08-10 18:15:46,038 - mmaction - INFO - Epoch [136][640/940] lr: 1.828e-01, eta: 2 days, 6:01:55, time: 1.595, data_time: 0.005, memory: 9063, top1_acc: 0.4016, top5_acc: 0.6529, loss_cls: 2.6933, loss: 2.6933, grad_norm: 1.5156 2020-08-10 18:16:19,013 - mmaction - INFO - Epoch [136][660/940] lr: 1.828e-01, eta: 2 days, 6:00:58, time: 1.646, data_time: 0.005, memory: 9063, top1_acc: 0.3965, top5_acc: 0.6457, loss_cls: 2.7220, loss: 2.7220, grad_norm: 1.5380 2020-08-10 18:16:52,375 - mmaction - INFO - Epoch [136][680/940] lr: 1.828e-01, eta: 2 days, 6:00:09, time: 1.671, data_time: 0.007, memory: 9063, top1_acc: 0.3949, top5_acc: 0.6459, loss_cls: 2.7293, loss: 2.7293, grad_norm: 1.5034 2020-08-10 18:17:26,025 - mmaction - INFO - Epoch [136][700/940] lr: 1.828e-01, eta: 2 days, 5:59:22, time: 1.680, data_time: 0.004, memory: 9063, top1_acc: 0.4000, top5_acc: 0.6475, loss_cls: 2.7281, loss: 2.7281, grad_norm: 1.5127 2020-08-10 18:17:59,441 - mmaction - INFO - Epoch [136][720/940] lr: 1.828e-01, eta: 2 days, 5:58:33, time: 1.673, data_time: 0.005, memory: 9063, top1_acc: 0.3959, top5_acc: 0.6502, loss_cls: 2.6979, loss: 2.6979, grad_norm: 1.5237 2020-08-10 18:18:32,741 - mmaction - INFO - Epoch [136][740/940] lr: 1.828e-01, eta: 2 days, 5:57:41, time: 1.663, data_time: 0.004, memory: 9063, top1_acc: 0.3908, top5_acc: 0.6441, loss_cls: 2.7342, loss: 2.7342, grad_norm: 1.4958 2020-08-10 18:19:05,052 - mmaction - INFO - Epoch [136][760/940] lr: 1.828e-01, eta: 2 days, 5:56:35, time: 1.616, data_time: 0.007, memory: 9063, top1_acc: 0.4023, top5_acc: 0.6545, loss_cls: 2.6589, loss: 2.6589, grad_norm: 1.5057 2020-08-10 18:19:39,542 - mmaction - INFO - Epoch [136][780/940] lr: 1.828e-01, eta: 2 days, 5:56:03, time: 1.726, data_time: 0.005, memory: 9063, top1_acc: 0.4037, top5_acc: 0.6625, loss_cls: 2.6533, loss: 2.6533, grad_norm: 1.5081 2020-08-10 18:20:11,133 - mmaction - INFO - Epoch [136][800/940] lr: 1.828e-01, eta: 2 days, 5:54:46, time: 1.580, data_time: 0.005, memory: 9063, top1_acc: 0.4074, top5_acc: 0.6484, loss_cls: 2.7020, loss: 2.7020, grad_norm: 1.5099 2020-08-10 18:20:44,996 - mmaction - INFO - Epoch [136][820/940] lr: 1.828e-01, eta: 2 days, 5:54:04, time: 1.693, data_time: 0.002, memory: 9063, top1_acc: 0.3916, top5_acc: 0.6418, loss_cls: 2.7201, loss: 2.7201, grad_norm: 1.5353 2020-08-10 18:21:17,594 - mmaction - INFO - Epoch [136][840/940] lr: 1.828e-01, eta: 2 days, 5:53:02, time: 1.628, data_time: 0.005, memory: 9063, top1_acc: 0.3982, top5_acc: 0.6490, loss_cls: 2.7124, loss: 2.7124, grad_norm: 1.5326 2020-08-10 18:21:50,668 - mmaction - INFO - Epoch [136][860/940] lr: 1.828e-01, eta: 2 days, 5:52:09, time: 1.655, data_time: 0.007, memory: 9063, top1_acc: 0.4012, top5_acc: 0.6547, loss_cls: 2.6840, loss: 2.6840, grad_norm: 1.5201 2020-08-10 18:22:22,741 - mmaction - INFO - Epoch [136][880/940] lr: 1.828e-01, eta: 2 days, 5:51:00, time: 1.604, data_time: 0.004, memory: 9063, top1_acc: 0.3965, top5_acc: 0.6455, loss_cls: 2.7392, loss: 2.7392, grad_norm: 1.5007 2020-08-10 18:23:56,242 - mmaction - INFO - Epoch [136][900/940] lr: 1.828e-01, eta: 2 days, 6:05:16, time: 4.669, data_time: 0.005, memory: 9063, top1_acc: 0.3863, top5_acc: 0.6393, loss_cls: 2.7573, loss: 2.7573, grad_norm: 1.5193 2020-08-10 18:24:23,270 - mmaction - INFO - Epoch [136][920/940] lr: 1.828e-01, eta: 2 days, 6:02:50, time: 1.357, data_time: 0.009, memory: 9063, top1_acc: 0.3990, top5_acc: 0.6594, loss_cls: 2.6566, loss: 2.6566, grad_norm: 1.5272 2020-08-10 18:24:53,221 - mmaction - INFO - Epoch [136][940/940] lr: 1.828e-01, eta: 2 days, 6:01:07, time: 1.496, data_time: 0.007, memory: 9063, top1_acc: 0.3896, top5_acc: 0.6425, loss_cls: 2.7427, loss: 2.7427, grad_norm: 1.5225 2020-08-10 18:24:53,675 - mmaction - INFO - Saving checkpoint at 136 epochs 2020-08-10 18:25:35,557 - mmaction - INFO - Epoch [137][20/940] lr: 1.804e-01, eta: 2 days, 6:02:06, time: 2.036, data_time: 0.617, memory: 9063, top1_acc: 0.4064, top5_acc: 0.6584, loss_cls: 2.6564, loss: 2.6564, grad_norm: 1.5106 2020-08-10 18:26:06,317 - mmaction - INFO - Epoch [137][40/940] lr: 1.804e-01, eta: 2 days, 6:00:37, time: 1.543, data_time: 0.007, memory: 9063, top1_acc: 0.3994, top5_acc: 0.6490, loss_cls: 2.6738, loss: 2.6738, grad_norm: 1.5188 2020-08-10 18:26:37,282 - mmaction - INFO - Epoch [137][60/940] lr: 1.804e-01, eta: 2 days, 5:59:10, time: 1.547, data_time: 0.005, memory: 9063, top1_acc: 0.3990, top5_acc: 0.6523, loss_cls: 2.6989, loss: 2.6989, grad_norm: 1.5440 2020-08-10 18:27:09,620 - mmaction - INFO - Epoch [137][80/940] lr: 1.804e-01, eta: 2 days, 5:58:04, time: 1.619, data_time: 0.005, memory: 9063, top1_acc: 0.4119, top5_acc: 0.6641, loss_cls: 2.6498, loss: 2.6498, grad_norm: 1.4662 2020-08-10 18:27:43,183 - mmaction - INFO - Epoch [137][100/940] lr: 1.804e-01, eta: 2 days, 5:57:16, time: 1.678, data_time: 0.004, memory: 9063, top1_acc: 0.4111, top5_acc: 0.6699, loss_cls: 2.6241, loss: 2.6241, grad_norm: 1.5266 2020-08-10 18:28:15,116 - mmaction - INFO - Epoch [137][120/940] lr: 1.804e-01, eta: 2 days, 5:56:04, time: 1.596, data_time: 0.003, memory: 9063, top1_acc: 0.4035, top5_acc: 0.6574, loss_cls: 2.6691, loss: 2.6691, grad_norm: 1.5231 2020-08-10 18:28:47,094 - mmaction - INFO - Epoch [137][140/940] lr: 1.804e-01, eta: 2 days, 5:54:53, time: 1.597, data_time: 0.005, memory: 9063, top1_acc: 0.3961, top5_acc: 0.6572, loss_cls: 2.6744, loss: 2.6744, grad_norm: 1.5518 2020-08-10 18:29:17,979 - mmaction - INFO - Epoch [137][160/940] lr: 1.804e-01, eta: 2 days, 5:53:26, time: 1.543, data_time: 0.006, memory: 9063, top1_acc: 0.3977, top5_acc: 0.6475, loss_cls: 2.7062, loss: 2.7062, grad_norm: 1.5092 2020-08-10 18:29:48,545 - mmaction - INFO - Epoch [137][180/940] lr: 1.804e-01, eta: 2 days, 5:51:55, time: 1.531, data_time: 0.006, memory: 9063, top1_acc: 0.3977, top5_acc: 0.6486, loss_cls: 2.6931, loss: 2.6931, grad_norm: 1.5258 2020-08-10 18:30:21,153 - mmaction - INFO - Epoch [137][200/940] lr: 1.804e-01, eta: 2 days, 5:50:53, time: 1.626, data_time: 0.005, memory: 9063, top1_acc: 0.4037, top5_acc: 0.6551, loss_cls: 2.6559, loss: 2.6559, grad_norm: 1.5262 2020-08-10 18:30:54,681 - mmaction - INFO - Epoch [137][220/940] lr: 1.804e-01, eta: 2 days, 5:50:07, time: 1.680, data_time: 0.007, memory: 9063, top1_acc: 0.3979, top5_acc: 0.6498, loss_cls: 2.7226, loss: 2.7226, grad_norm: 1.4980 2020-08-10 18:31:28,354 - mmaction - INFO - Epoch [137][240/940] lr: 1.804e-01, eta: 2 days, 5:49:21, time: 1.681, data_time: 0.005, memory: 9063, top1_acc: 0.3979, top5_acc: 0.6529, loss_cls: 2.7087, loss: 2.7087, grad_norm: 1.4985 2020-08-10 18:31:59,923 - mmaction - INFO - Epoch [137][260/940] lr: 1.804e-01, eta: 2 days, 5:48:05, time: 1.581, data_time: 0.006, memory: 9063, top1_acc: 0.3934, top5_acc: 0.6414, loss_cls: 2.7194, loss: 2.7194, grad_norm: 1.5003 2020-08-10 18:32:34,042 - mmaction - INFO - Epoch [137][280/940] lr: 1.804e-01, eta: 2 days, 5:47:26, time: 1.702, data_time: 0.006, memory: 9063, top1_acc: 0.3980, top5_acc: 0.6498, loss_cls: 2.7002, loss: 2.7002, grad_norm: 1.5120 2020-08-10 18:33:07,690 - mmaction - INFO - Epoch [137][300/940] lr: 1.804e-01, eta: 2 days, 5:46:41, time: 1.687, data_time: 0.007, memory: 9063, top1_acc: 0.4010, top5_acc: 0.6553, loss_cls: 2.6667, loss: 2.6667, grad_norm: 1.4925 2020-08-10 18:33:40,491 - mmaction - INFO - Epoch [137][320/940] lr: 1.804e-01, eta: 2 days, 5:45:44, time: 1.639, data_time: 0.001, memory: 9063, top1_acc: 0.4023, top5_acc: 0.6477, loss_cls: 2.6936, loss: 2.6936, grad_norm: 1.5044 2020-08-10 18:34:12,325 - mmaction - INFO - Epoch [137][340/940] lr: 1.804e-01, eta: 2 days, 5:44:32, time: 1.590, data_time: 0.005, memory: 9063, top1_acc: 0.4029, top5_acc: 0.6521, loss_cls: 2.7195, loss: 2.7195, grad_norm: 1.5571 2020-08-10 18:34:43,419 - mmaction - INFO - Epoch [137][360/940] lr: 1.804e-01, eta: 2 days, 5:43:10, time: 1.556, data_time: 0.006, memory: 9063, top1_acc: 0.4000, top5_acc: 0.6438, loss_cls: 2.7159, loss: 2.7159, grad_norm: 1.5092 2020-08-10 18:35:15,886 - mmaction - INFO - Epoch [137][380/940] lr: 1.804e-01, eta: 2 days, 5:42:07, time: 1.619, data_time: 0.006, memory: 9063, top1_acc: 0.3994, top5_acc: 0.6490, loss_cls: 2.6976, loss: 2.6976, grad_norm: 1.4889 2020-08-10 18:35:48,740 - mmaction - INFO - Epoch [137][400/940] lr: 1.804e-01, eta: 2 days, 5:41:12, time: 1.647, data_time: 0.007, memory: 9063, top1_acc: 0.4113, top5_acc: 0.6539, loss_cls: 2.6582, loss: 2.6582, grad_norm: 1.4992 2020-08-10 18:36:22,710 - mmaction - INFO - Epoch [137][420/940] lr: 1.804e-01, eta: 2 days, 5:40:32, time: 1.697, data_time: 0.005, memory: 9063, top1_acc: 0.3900, top5_acc: 0.6461, loss_cls: 2.7118, loss: 2.7118, grad_norm: 1.5338 2020-08-10 18:36:55,346 - mmaction - INFO - Epoch [137][440/940] lr: 1.804e-01, eta: 2 days, 5:39:33, time: 1.634, data_time: 0.005, memory: 9063, top1_acc: 0.3971, top5_acc: 0.6553, loss_cls: 2.6779, loss: 2.6779, grad_norm: 1.5229 2020-08-10 18:37:27,360 - mmaction - INFO - Epoch [137][460/940] lr: 1.804e-01, eta: 2 days, 5:38:24, time: 1.597, data_time: 0.006, memory: 9063, top1_acc: 0.4090, top5_acc: 0.6609, loss_cls: 2.6468, loss: 2.6468, grad_norm: 1.5306 2020-08-10 18:38:00,459 - mmaction - INFO - Epoch [137][480/940] lr: 1.804e-01, eta: 2 days, 5:37:33, time: 1.657, data_time: 0.007, memory: 9063, top1_acc: 0.4154, top5_acc: 0.6668, loss_cls: 2.6254, loss: 2.6254, grad_norm: 1.4775 2020-08-10 18:38:34,111 - mmaction - INFO - Epoch [137][500/940] lr: 1.804e-01, eta: 2 days, 5:36:48, time: 1.681, data_time: 0.006, memory: 9063, top1_acc: 0.4059, top5_acc: 0.6641, loss_cls: 2.6517, loss: 2.6517, grad_norm: 1.5219 2020-08-10 18:39:06,665 - mmaction - INFO - Epoch [137][520/940] lr: 1.804e-01, eta: 2 days, 5:35:47, time: 1.626, data_time: 0.008, memory: 9063, top1_acc: 0.3924, top5_acc: 0.6486, loss_cls: 2.7152, loss: 2.7152, grad_norm: 1.5078 2020-08-10 18:39:39,970 - mmaction - INFO - Epoch [137][540/940] lr: 1.804e-01, eta: 2 days, 5:34:59, time: 1.670, data_time: 0.007, memory: 9063, top1_acc: 0.3990, top5_acc: 0.6463, loss_cls: 2.7175, loss: 2.7175, grad_norm: 1.5192 2020-08-10 18:40:12,827 - mmaction - INFO - Epoch [137][560/940] lr: 1.804e-01, eta: 2 days, 5:34:03, time: 1.639, data_time: 0.005, memory: 9063, top1_acc: 0.4088, top5_acc: 0.6605, loss_cls: 2.6388, loss: 2.6388, grad_norm: 1.5142 2020-08-10 18:40:45,575 - mmaction - INFO - Epoch [137][580/940] lr: 1.804e-01, eta: 2 days, 5:33:07, time: 1.641, data_time: 0.007, memory: 9063, top1_acc: 0.4039, top5_acc: 0.6488, loss_cls: 2.6672, loss: 2.6672, grad_norm: 1.5206 2020-08-10 18:41:18,316 - mmaction - INFO - Epoch [137][600/940] lr: 1.804e-01, eta: 2 days, 5:32:10, time: 1.634, data_time: 0.007, memory: 9063, top1_acc: 0.3900, top5_acc: 0.6410, loss_cls: 2.7000, loss: 2.7000, grad_norm: 1.5092 2020-08-10 18:41:51,316 - mmaction - INFO - Epoch [137][620/940] lr: 1.804e-01, eta: 2 days, 5:31:17, time: 1.653, data_time: 0.007, memory: 9063, top1_acc: 0.4014, top5_acc: 0.6496, loss_cls: 2.6906, loss: 2.6906, grad_norm: 1.5076 2020-08-10 18:42:24,650 - mmaction - INFO - Epoch [137][640/940] lr: 1.804e-01, eta: 2 days, 5:30:28, time: 1.663, data_time: 0.007, memory: 9063, top1_acc: 0.3984, top5_acc: 0.6398, loss_cls: 2.7382, loss: 2.7382, grad_norm: 1.5337 2020-08-10 18:42:57,857 - mmaction - INFO - Epoch [137][660/940] lr: 1.804e-01, eta: 2 days, 5:29:38, time: 1.660, data_time: 0.007, memory: 9063, top1_acc: 0.4047, top5_acc: 0.6652, loss_cls: 2.6298, loss: 2.6298, grad_norm: 1.5300 2020-08-10 18:43:29,308 - mmaction - INFO - Epoch [137][680/940] lr: 1.804e-01, eta: 2 days, 5:28:25, time: 1.576, data_time: 0.007, memory: 9063, top1_acc: 0.3963, top5_acc: 0.6418, loss_cls: 2.7366, loss: 2.7366, grad_norm: 1.5488 2020-08-10 18:44:02,562 - mmaction - INFO - Epoch [137][700/940] lr: 1.804e-01, eta: 2 days, 5:27:36, time: 1.663, data_time: 0.004, memory: 9063, top1_acc: 0.4066, top5_acc: 0.6557, loss_cls: 2.6426, loss: 2.6426, grad_norm: 1.5167 2020-08-10 18:44:36,035 - mmaction - INFO - Epoch [137][720/940] lr: 1.804e-01, eta: 2 days, 5:26:49, time: 1.672, data_time: 0.005, memory: 9063, top1_acc: 0.4000, top5_acc: 0.6531, loss_cls: 2.6841, loss: 2.6841, grad_norm: 1.4949 2020-08-10 18:45:09,221 - mmaction - INFO - Epoch [137][740/940] lr: 1.804e-01, eta: 2 days, 5:26:00, time: 1.661, data_time: 0.006, memory: 9063, top1_acc: 0.4025, top5_acc: 0.6537, loss_cls: 2.7019, loss: 2.7019, grad_norm: 1.5242 2020-08-10 18:45:42,095 - mmaction - INFO - Epoch [137][760/940] lr: 1.804e-01, eta: 2 days, 5:25:06, time: 1.644, data_time: 0.002, memory: 9063, top1_acc: 0.3949, top5_acc: 0.6418, loss_cls: 2.7374, loss: 2.7374, grad_norm: 1.5396 2020-08-10 18:46:15,548 - mmaction - INFO - Epoch [137][780/940] lr: 1.804e-01, eta: 2 days, 5:24:19, time: 1.671, data_time: 0.006, memory: 9063, top1_acc: 0.3861, top5_acc: 0.6398, loss_cls: 2.7287, loss: 2.7287, grad_norm: 1.5077 2020-08-10 18:46:48,203 - mmaction - INFO - Epoch [137][800/940] lr: 1.804e-01, eta: 2 days, 5:23:23, time: 1.635, data_time: 0.008, memory: 9063, top1_acc: 0.4094, top5_acc: 0.6652, loss_cls: 2.6140, loss: 2.6140, grad_norm: 1.5016 2020-08-10 18:47:20,751 - mmaction - INFO - Epoch [137][820/940] lr: 1.804e-01, eta: 2 days, 5:22:24, time: 1.625, data_time: 0.005, memory: 9063, top1_acc: 0.3934, top5_acc: 0.6439, loss_cls: 2.7147, loss: 2.7147, grad_norm: 1.5583 2020-08-10 18:47:53,724 - mmaction - INFO - Epoch [137][840/940] lr: 1.804e-01, eta: 2 days, 5:21:33, time: 1.651, data_time: 0.006, memory: 9063, top1_acc: 0.3932, top5_acc: 0.6525, loss_cls: 2.6982, loss: 2.6982, grad_norm: 1.5059 2020-08-10 18:48:26,439 - mmaction - INFO - Epoch [137][860/940] lr: 1.804e-01, eta: 2 days, 5:20:36, time: 1.632, data_time: 0.004, memory: 9063, top1_acc: 0.4094, top5_acc: 0.6617, loss_cls: 2.6497, loss: 2.6497, grad_norm: 1.5095 2020-08-10 18:48:58,447 - mmaction - INFO - Epoch [137][880/940] lr: 1.804e-01, eta: 2 days, 5:19:32, time: 1.604, data_time: 0.007, memory: 9063, top1_acc: 0.4002, top5_acc: 0.6471, loss_cls: 2.7201, loss: 2.7201, grad_norm: 1.5353 2020-08-10 18:49:34,196 - mmaction - INFO - Epoch [137][900/940] lr: 1.804e-01, eta: 2 days, 5:19:16, time: 1.786, data_time: 0.004, memory: 9063, top1_acc: 0.4166, top5_acc: 0.6555, loss_cls: 2.6736, loss: 2.6736, grad_norm: 1.5130 2020-08-10 18:50:06,135 - mmaction - INFO - Epoch [137][920/940] lr: 1.804e-01, eta: 2 days, 5:18:11, time: 1.598, data_time: 0.007, memory: 9063, top1_acc: 0.4043, top5_acc: 0.6469, loss_cls: 2.7119, loss: 2.7119, grad_norm: 1.5112 2020-08-10 18:50:38,828 - mmaction - INFO - Epoch [137][940/940] lr: 1.804e-01, eta: 2 days, 5:17:15, time: 1.633, data_time: 0.005, memory: 9063, top1_acc: 0.3821, top5_acc: 0.6412, loss_cls: 2.7839, loss: 2.7839, grad_norm: 1.5445 2020-08-10 18:51:18,229 - mmaction - INFO - Epoch [138][20/940] lr: 1.780e-01, eta: 2 days, 5:17:44, time: 1.956, data_time: 0.465, memory: 9063, top1_acc: 0.4055, top5_acc: 0.6580, loss_cls: 2.6411, loss: 2.6411, grad_norm: 1.4958 2020-08-10 18:51:50,420 - mmaction - INFO - Epoch [138][40/940] lr: 1.780e-01, eta: 2 days, 5:16:42, time: 1.609, data_time: 0.005, memory: 9063, top1_acc: 0.4180, top5_acc: 0.6699, loss_cls: 2.5817, loss: 2.5817, grad_norm: 1.5213 2020-08-10 18:52:23,810 - mmaction - INFO - Epoch [138][60/940] lr: 1.780e-01, eta: 2 days, 5:15:55, time: 1.668, data_time: 0.005, memory: 9063, top1_acc: 0.4033, top5_acc: 0.6617, loss_cls: 2.6597, loss: 2.6597, grad_norm: 1.5539 2020-08-10 18:52:55,763 - mmaction - INFO - Epoch [138][80/940] lr: 1.780e-01, eta: 2 days, 5:14:50, time: 1.598, data_time: 0.005, memory: 9063, top1_acc: 0.4074, top5_acc: 0.6600, loss_cls: 2.6528, loss: 2.6528, grad_norm: 1.5068 2020-08-10 18:53:28,769 - mmaction - INFO - Epoch [138][100/940] lr: 1.780e-01, eta: 2 days, 5:14:00, time: 1.653, data_time: 0.007, memory: 9063, top1_acc: 0.4268, top5_acc: 0.6648, loss_cls: 2.5919, loss: 2.5919, grad_norm: 1.5210 2020-08-10 18:54:01,460 - mmaction - INFO - Epoch [138][120/940] lr: 1.780e-01, eta: 2 days, 5:13:04, time: 1.632, data_time: 0.008, memory: 9063, top1_acc: 0.4127, top5_acc: 0.6541, loss_cls: 2.6532, loss: 2.6532, grad_norm: 1.5021 2020-08-10 18:54:34,475 - mmaction - INFO - Epoch [138][140/940] lr: 1.780e-01, eta: 2 days, 5:12:13, time: 1.652, data_time: 0.007, memory: 9063, top1_acc: 0.3969, top5_acc: 0.6580, loss_cls: 2.6884, loss: 2.6884, grad_norm: 1.5606 2020-08-10 18:55:07,127 - mmaction - INFO - Epoch [138][160/940] lr: 1.780e-01, eta: 2 days, 5:11:17, time: 1.630, data_time: 0.006, memory: 9063, top1_acc: 0.4059, top5_acc: 0.6533, loss_cls: 2.6405, loss: 2.6405, grad_norm: 1.5115 2020-08-10 18:55:40,752 - mmaction - INFO - Epoch [138][180/940] lr: 1.780e-01, eta: 2 days, 5:10:35, time: 1.684, data_time: 0.005, memory: 9063, top1_acc: 0.4129, top5_acc: 0.6541, loss_cls: 2.6654, loss: 2.6654, grad_norm: 1.5274 2020-08-10 18:56:12,895 - mmaction - INFO - Epoch [138][200/940] lr: 1.780e-01, eta: 2 days, 5:09:33, time: 1.606, data_time: 0.010, memory: 9063, top1_acc: 0.4008, top5_acc: 0.6436, loss_cls: 2.7074, loss: 2.7074, grad_norm: 1.5327 2020-08-10 18:56:45,516 - mmaction - INFO - Epoch [138][220/940] lr: 1.780e-01, eta: 2 days, 5:08:38, time: 1.633, data_time: 0.006, memory: 9063, top1_acc: 0.4029, top5_acc: 0.6477, loss_cls: 2.6812, loss: 2.6812, grad_norm: 1.5152 2020-08-10 18:57:18,853 - mmaction - INFO - Epoch [138][240/940] lr: 1.780e-01, eta: 2 days, 5:07:51, time: 1.666, data_time: 0.007, memory: 9063, top1_acc: 0.4014, top5_acc: 0.6584, loss_cls: 2.6727, loss: 2.6727, grad_norm: 1.5196 2020-08-10 18:57:50,852 - mmaction - INFO - Epoch [138][260/940] lr: 1.780e-01, eta: 2 days, 5:06:48, time: 1.601, data_time: 0.005, memory: 9063, top1_acc: 0.4086, top5_acc: 0.6543, loss_cls: 2.6707, loss: 2.6707, grad_norm: 1.5310 2020-08-10 18:58:25,534 - mmaction - INFO - Epoch [138][280/940] lr: 1.780e-01, eta: 2 days, 5:06:18, time: 1.729, data_time: 0.008, memory: 9063, top1_acc: 0.3998, top5_acc: 0.6527, loss_cls: 2.6746, loss: 2.6746, grad_norm: 1.5609 2020-08-10 18:58:58,169 - mmaction - INFO - Epoch [138][300/940] lr: 1.780e-01, eta: 2 days, 5:05:24, time: 1.638, data_time: 0.008, memory: 9063, top1_acc: 0.4045, top5_acc: 0.6605, loss_cls: 2.6439, loss: 2.6439, grad_norm: 1.5008 2020-08-10 18:59:32,191 - mmaction - INFO - Epoch [138][320/940] lr: 1.780e-01, eta: 2 days, 5:04:46, time: 1.700, data_time: 0.002, memory: 9063, top1_acc: 0.4016, top5_acc: 0.6512, loss_cls: 2.6917, loss: 2.6917, grad_norm: 1.5161 2020-08-10 19:00:11,102 - mmaction - INFO - Epoch [138][340/940] lr: 1.780e-01, eta: 2 days, 5:05:04, time: 1.916, data_time: 0.006, memory: 9063, top1_acc: 0.3879, top5_acc: 0.6398, loss_cls: 2.7196, loss: 2.7196, grad_norm: 1.5387 2020-08-10 19:00:40,864 - mmaction - INFO - Epoch [138][360/940] lr: 1.780e-01, eta: 2 days, 5:03:39, time: 1.515, data_time: 0.035, memory: 9063, top1_acc: 0.4080, top5_acc: 0.6525, loss_cls: 2.6919, loss: 2.6919, grad_norm: 1.4868 2020-08-10 19:01:13,960 - mmaction - INFO - Epoch [138][380/940] lr: 1.780e-01, eta: 2 days, 5:02:51, time: 1.657, data_time: 0.009, memory: 9063, top1_acc: 0.4037, top5_acc: 0.6557, loss_cls: 2.6511, loss: 2.6511, grad_norm: 1.5174 2020-08-10 19:01:47,447 - mmaction - INFO - Epoch [138][400/940] lr: 1.780e-01, eta: 2 days, 5:02:06, time: 1.673, data_time: 0.005, memory: 9063, top1_acc: 0.4168, top5_acc: 0.6600, loss_cls: 2.6371, loss: 2.6371, grad_norm: 1.5363 2020-08-10 19:02:20,464 - mmaction - INFO - Epoch [138][420/940] lr: 1.780e-01, eta: 2 days, 5:01:17, time: 1.654, data_time: 0.006, memory: 9063, top1_acc: 0.4059, top5_acc: 0.6557, loss_cls: 2.6712, loss: 2.6712, grad_norm: 1.5469 2020-08-10 19:02:53,044 - mmaction - INFO - Epoch [138][440/940] lr: 1.780e-01, eta: 2 days, 5:00:22, time: 1.629, data_time: 0.002, memory: 9063, top1_acc: 0.4074, top5_acc: 0.6570, loss_cls: 2.6457, loss: 2.6457, grad_norm: 1.5129 2020-08-10 19:03:25,164 - mmaction - INFO - Epoch [138][460/940] lr: 1.780e-01, eta: 2 days, 4:59:21, time: 1.605, data_time: 0.003, memory: 9063, top1_acc: 0.3967, top5_acc: 0.6564, loss_cls: 2.6757, loss: 2.6757, grad_norm: 1.5191 2020-08-10 19:03:57,366 - mmaction - INFO - Epoch [138][480/940] lr: 1.780e-01, eta: 2 days, 4:58:21, time: 1.610, data_time: 0.007, memory: 9063, top1_acc: 0.4086, top5_acc: 0.6555, loss_cls: 2.6808, loss: 2.6808, grad_norm: 1.5514 2020-08-10 19:04:30,764 - mmaction - INFO - Epoch [138][500/940] lr: 1.780e-01, eta: 2 days, 4:57:36, time: 1.670, data_time: 0.005, memory: 9063, top1_acc: 0.4039, top5_acc: 0.6498, loss_cls: 2.6614, loss: 2.6614, grad_norm: 1.5761 2020-08-10 19:05:04,765 - mmaction - INFO - Epoch [138][520/940] lr: 1.780e-01, eta: 2 days, 4:56:59, time: 1.701, data_time: 0.005, memory: 9063, top1_acc: 0.3994, top5_acc: 0.6551, loss_cls: 2.6713, loss: 2.6713, grad_norm: 1.5366 2020-08-10 19:05:36,828 - mmaction - INFO - Epoch [138][540/940] lr: 1.780e-01, eta: 2 days, 4:55:58, time: 1.603, data_time: 0.002, memory: 9063, top1_acc: 0.3941, top5_acc: 0.6471, loss_cls: 2.7048, loss: 2.7048, grad_norm: 1.5302 2020-08-10 19:06:09,458 - mmaction - INFO - Epoch [138][560/940] lr: 1.780e-01, eta: 2 days, 4:55:03, time: 1.630, data_time: 0.005, memory: 9063, top1_acc: 0.4148, top5_acc: 0.6562, loss_cls: 2.6402, loss: 2.6402, grad_norm: 1.5249 2020-08-10 19:06:41,399 - mmaction - INFO - Epoch [138][580/940] lr: 1.780e-01, eta: 2 days, 4:54:01, time: 1.599, data_time: 0.007, memory: 9063, top1_acc: 0.4109, top5_acc: 0.6609, loss_cls: 2.6658, loss: 2.6658, grad_norm: 1.5094 2020-08-10 19:07:14,568 - mmaction - INFO - Epoch [138][600/940] lr: 1.780e-01, eta: 2 days, 4:53:14, time: 1.657, data_time: 0.007, memory: 9063, top1_acc: 0.3975, top5_acc: 0.6525, loss_cls: 2.6846, loss: 2.6846, grad_norm: 1.5177 2020-08-10 19:07:48,398 - mmaction - INFO - Epoch [138][620/940] lr: 1.780e-01, eta: 2 days, 4:52:35, time: 1.693, data_time: 0.005, memory: 9063, top1_acc: 0.4082, top5_acc: 0.6461, loss_cls: 2.7071, loss: 2.7071, grad_norm: 1.5078 2020-08-10 19:08:20,416 - mmaction - INFO - Epoch [138][640/940] lr: 1.780e-01, eta: 2 days, 4:51:34, time: 1.599, data_time: 0.006, memory: 9063, top1_acc: 0.4146, top5_acc: 0.6580, loss_cls: 2.6237, loss: 2.6237, grad_norm: 1.5131 2020-08-10 19:08:53,362 - mmaction - INFO - Epoch [138][660/940] lr: 1.780e-01, eta: 2 days, 4:50:44, time: 1.649, data_time: 0.006, memory: 9063, top1_acc: 0.3932, top5_acc: 0.6477, loss_cls: 2.7081, loss: 2.7081, grad_norm: 1.5527 2020-08-10 19:09:26,132 - mmaction - INFO - Epoch [138][680/940] lr: 1.780e-01, eta: 2 days, 4:49:52, time: 1.639, data_time: 0.003, memory: 9063, top1_acc: 0.4020, top5_acc: 0.6559, loss_cls: 2.6606, loss: 2.6606, grad_norm: 1.5332 2020-08-10 19:09:57,891 - mmaction - INFO - Epoch [138][700/940] lr: 1.780e-01, eta: 2 days, 4:48:48, time: 1.586, data_time: 0.005, memory: 9063, top1_acc: 0.4047, top5_acc: 0.6541, loss_cls: 2.6744, loss: 2.6744, grad_norm: 1.5430 2020-08-10 19:10:31,036 - mmaction - INFO - Epoch [138][720/940] lr: 1.780e-01, eta: 2 days, 4:48:01, time: 1.659, data_time: 0.006, memory: 9063, top1_acc: 0.3945, top5_acc: 0.6451, loss_cls: 2.7206, loss: 2.7206, grad_norm: 1.5660 2020-08-10 19:11:01,776 - mmaction - INFO - Epoch [138][740/940] lr: 1.780e-01, eta: 2 days, 4:46:45, time: 1.535, data_time: 0.005, memory: 9063, top1_acc: 0.4000, top5_acc: 0.6396, loss_cls: 2.7353, loss: 2.7353, grad_norm: 1.5243 2020-08-10 19:11:35,484 - mmaction - INFO - Epoch [138][760/940] lr: 1.780e-01, eta: 2 days, 4:46:05, time: 1.686, data_time: 0.005, memory: 9063, top1_acc: 0.3977, top5_acc: 0.6537, loss_cls: 2.6882, loss: 2.6882, grad_norm: 1.5083 2020-08-10 19:12:08,249 - mmaction - INFO - Epoch [138][780/940] lr: 1.780e-01, eta: 2 days, 4:45:13, time: 1.635, data_time: 0.005, memory: 9063, top1_acc: 0.3982, top5_acc: 0.6393, loss_cls: 2.7222, loss: 2.7222, grad_norm: 1.5401 2020-08-10 19:12:41,288 - mmaction - INFO - Epoch [138][800/940] lr: 1.780e-01, eta: 2 days, 4:44:26, time: 1.656, data_time: 0.009, memory: 9063, top1_acc: 0.4039, top5_acc: 0.6549, loss_cls: 2.6973, loss: 2.6973, grad_norm: 1.5174 2020-08-10 19:13:14,493 - mmaction - INFO - Epoch [138][820/940] lr: 1.780e-01, eta: 2 days, 4:43:39, time: 1.659, data_time: 0.006, memory: 9063, top1_acc: 0.4074, top5_acc: 0.6594, loss_cls: 2.6441, loss: 2.6441, grad_norm: 1.5181 2020-08-10 19:13:47,095 - mmaction - INFO - Epoch [138][840/940] lr: 1.780e-01, eta: 2 days, 4:42:46, time: 1.631, data_time: 0.007, memory: 9063, top1_acc: 0.4039, top5_acc: 0.6510, loss_cls: 2.6800, loss: 2.6800, grad_norm: 1.5376 2020-08-10 19:14:20,756 - mmaction - INFO - Epoch [138][860/940] lr: 1.780e-01, eta: 2 days, 4:42:06, time: 1.681, data_time: 0.008, memory: 9063, top1_acc: 0.3754, top5_acc: 0.6291, loss_cls: 2.7837, loss: 2.7837, grad_norm: 1.5429 2020-08-10 19:14:54,353 - mmaction - INFO - Epoch [138][880/940] lr: 1.780e-01, eta: 2 days, 4:41:24, time: 1.680, data_time: 0.006, memory: 9063, top1_acc: 0.3846, top5_acc: 0.6406, loss_cls: 2.7536, loss: 2.7536, grad_norm: 1.5573 2020-08-10 19:15:25,850 - mmaction - INFO - Epoch [138][900/940] lr: 1.780e-01, eta: 2 days, 4:40:18, time: 1.575, data_time: 0.006, memory: 9063, top1_acc: 0.3949, top5_acc: 0.6506, loss_cls: 2.6936, loss: 2.6936, grad_norm: 1.5340 2020-08-10 19:15:59,672 - mmaction - INFO - Epoch [138][920/940] lr: 1.780e-01, eta: 2 days, 4:39:40, time: 1.691, data_time: 0.009, memory: 9063, top1_acc: 0.3895, top5_acc: 0.6416, loss_cls: 2.7488, loss: 2.7488, grad_norm: 1.5073 2020-08-10 19:16:32,317 - mmaction - INFO - Epoch [138][940/940] lr: 1.780e-01, eta: 2 days, 4:38:48, time: 1.635, data_time: 0.007, memory: 9063, top1_acc: 0.3957, top5_acc: 0.6345, loss_cls: 2.7508, loss: 2.7508, grad_norm: 1.5642 2020-08-10 19:17:13,109 - mmaction - INFO - Epoch [139][20/940] lr: 1.755e-01, eta: 2 days, 4:39:27, time: 2.017, data_time: 0.632, memory: 9063, top1_acc: 0.3973, top5_acc: 0.6502, loss_cls: 2.6967, loss: 2.6967, grad_norm: 1.5652 2020-08-10 19:17:44,595 - mmaction - INFO - Epoch [139][40/940] lr: 1.755e-01, eta: 2 days, 4:38:21, time: 1.575, data_time: 0.004, memory: 9063, top1_acc: 0.4084, top5_acc: 0.6701, loss_cls: 2.6044, loss: 2.6044, grad_norm: 1.5404 2020-08-10 19:18:17,573 - mmaction - INFO - Epoch [139][60/940] lr: 1.755e-01, eta: 2 days, 4:37:32, time: 1.647, data_time: 0.006, memory: 9063, top1_acc: 0.4057, top5_acc: 0.6463, loss_cls: 2.6793, loss: 2.6793, grad_norm: 1.4975 2020-08-10 19:18:50,091 - mmaction - INFO - Epoch [139][80/940] lr: 1.755e-01, eta: 2 days, 4:36:39, time: 1.628, data_time: 0.006, memory: 9063, top1_acc: 0.3949, top5_acc: 0.6477, loss_cls: 2.7286, loss: 2.7286, grad_norm: 1.5617 2020-08-10 19:19:23,721 - mmaction - INFO - Epoch [139][100/940] lr: 1.755e-01, eta: 2 days, 4:35:59, time: 1.682, data_time: 0.003, memory: 9063, top1_acc: 0.4059, top5_acc: 0.6594, loss_cls: 2.6553, loss: 2.6553, grad_norm: 1.5400 2020-08-10 19:19:56,316 - mmaction - INFO - Epoch [139][120/940] lr: 1.755e-01, eta: 2 days, 4:35:05, time: 1.627, data_time: 0.005, memory: 9063, top1_acc: 0.4016, top5_acc: 0.6529, loss_cls: 2.6756, loss: 2.6756, grad_norm: 1.5548 2020-08-10 19:20:30,322 - mmaction - INFO - Epoch [139][140/940] lr: 1.755e-01, eta: 2 days, 4:34:30, time: 1.703, data_time: 0.007, memory: 9063, top1_acc: 0.4037, top5_acc: 0.6615, loss_cls: 2.6590, loss: 2.6590, grad_norm: 1.5310 2020-08-10 19:21:03,426 - mmaction - INFO - Epoch [139][160/940] lr: 1.755e-01, eta: 2 days, 4:33:42, time: 1.650, data_time: 0.007, memory: 9063, top1_acc: 0.4113, top5_acc: 0.6609, loss_cls: 2.6368, loss: 2.6368, grad_norm: 1.5317 2020-08-10 19:21:36,784 - mmaction - INFO - Epoch [139][180/940] lr: 1.755e-01, eta: 2 days, 4:33:00, time: 1.673, data_time: 0.008, memory: 9063, top1_acc: 0.4072, top5_acc: 0.6689, loss_cls: 2.6454, loss: 2.6454, grad_norm: 1.5282 2020-08-10 19:22:09,777 - mmaction - INFO - Epoch [139][200/940] lr: 1.755e-01, eta: 2 days, 4:32:12, time: 1.650, data_time: 0.005, memory: 9063, top1_acc: 0.4102, top5_acc: 0.6592, loss_cls: 2.6673, loss: 2.6673, grad_norm: 1.5653 2020-08-10 19:22:42,265 - mmaction - INFO - Epoch [139][220/940] lr: 1.755e-01, eta: 2 days, 4:31:18, time: 1.622, data_time: 0.004, memory: 9063, top1_acc: 0.4043, top5_acc: 0.6645, loss_cls: 2.6539, loss: 2.6539, grad_norm: 1.5580 2020-08-10 19:23:15,452 - mmaction - INFO - Epoch [139][240/940] lr: 1.755e-01, eta: 2 days, 4:30:33, time: 1.659, data_time: 0.006, memory: 9063, top1_acc: 0.4117, top5_acc: 0.6537, loss_cls: 2.6603, loss: 2.6603, grad_norm: 1.5373 2020-08-10 19:23:48,454 - mmaction - INFO - Epoch [139][260/940] lr: 1.755e-01, eta: 2 days, 4:29:46, time: 1.653, data_time: 0.008, memory: 9063, top1_acc: 0.4182, top5_acc: 0.6613, loss_cls: 2.6362, loss: 2.6362, grad_norm: 1.5267 2020-08-10 19:24:21,875 - mmaction - INFO - Epoch [139][280/940] lr: 1.755e-01, eta: 2 days, 4:29:03, time: 1.670, data_time: 0.002, memory: 9063, top1_acc: 0.4043, top5_acc: 0.6510, loss_cls: 2.6810, loss: 2.6810, grad_norm: 1.5380 2020-08-10 19:24:53,949 - mmaction - INFO - Epoch [139][300/940] lr: 1.755e-01, eta: 2 days, 4:28:05, time: 1.603, data_time: 0.005, memory: 9063, top1_acc: 0.4164, top5_acc: 0.6641, loss_cls: 2.6391, loss: 2.6391, grad_norm: 1.5010 2020-08-10 19:25:27,158 - mmaction - INFO - Epoch [139][320/940] lr: 1.755e-01, eta: 2 days, 4:27:21, time: 1.660, data_time: 0.003, memory: 9063, top1_acc: 0.3971, top5_acc: 0.6445, loss_cls: 2.7075, loss: 2.7075, grad_norm: 1.5342 2020-08-10 19:26:00,936 - mmaction - INFO - Epoch [139][340/940] lr: 1.755e-01, eta: 2 days, 4:26:42, time: 1.689, data_time: 0.005, memory: 9063, top1_acc: 0.4010, top5_acc: 0.6545, loss_cls: 2.6800, loss: 2.6800, grad_norm: 1.5219 2020-08-10 19:26:34,383 - mmaction - INFO - Epoch [139][360/940] lr: 1.755e-01, eta: 2 days, 4:26:00, time: 1.670, data_time: 0.006, memory: 9063, top1_acc: 0.4102, top5_acc: 0.6596, loss_cls: 2.6534, loss: 2.6534, grad_norm: 1.5652 2020-08-10 19:27:08,030 - mmaction - INFO - Epoch [139][380/940] lr: 1.755e-01, eta: 2 days, 4:25:20, time: 1.682, data_time: 0.008, memory: 9063, top1_acc: 0.3959, top5_acc: 0.6514, loss_cls: 2.6965, loss: 2.6965, grad_norm: 1.5646 2020-08-10 19:27:39,227 - mmaction - INFO - Epoch [139][400/940] lr: 1.755e-01, eta: 2 days, 4:24:12, time: 1.559, data_time: 0.006, memory: 9063, top1_acc: 0.3998, top5_acc: 0.6430, loss_cls: 2.7212, loss: 2.7212, grad_norm: 1.5532 2020-08-10 19:28:11,806 - mmaction - INFO - Epoch [139][420/940] lr: 1.755e-01, eta: 2 days, 4:23:21, time: 1.632, data_time: 0.007, memory: 9063, top1_acc: 0.4018, top5_acc: 0.6473, loss_cls: 2.7086, loss: 2.7086, grad_norm: 1.5421 2020-08-10 19:28:43,595 - mmaction - INFO - Epoch [139][440/940] lr: 1.755e-01, eta: 2 days, 4:22:20, time: 1.588, data_time: 0.005, memory: 9063, top1_acc: 0.3977, top5_acc: 0.6535, loss_cls: 2.6936, loss: 2.6936, grad_norm: 1.5207 2020-08-10 19:29:16,581 - mmaction - INFO - Epoch [139][460/940] lr: 1.755e-01, eta: 2 days, 4:21:33, time: 1.647, data_time: 0.006, memory: 9063, top1_acc: 0.4055, top5_acc: 0.6539, loss_cls: 2.6839, loss: 2.6839, grad_norm: 1.5623 2020-08-10 19:29:50,189 - mmaction - INFO - Epoch [139][480/940] lr: 1.755e-01, eta: 2 days, 4:20:54, time: 1.684, data_time: 0.008, memory: 9063, top1_acc: 0.4066, top5_acc: 0.6637, loss_cls: 2.6682, loss: 2.6682, grad_norm: 1.5124 2020-08-10 19:30:23,383 - mmaction - INFO - Epoch [139][500/940] lr: 1.755e-01, eta: 2 days, 4:20:09, time: 1.656, data_time: 0.003, memory: 9063, top1_acc: 0.4090, top5_acc: 0.6541, loss_cls: 2.6688, loss: 2.6688, grad_norm: 1.5340 2020-08-10 19:30:58,304 - mmaction - INFO - Epoch [139][520/940] lr: 1.755e-01, eta: 2 days, 4:19:44, time: 1.750, data_time: 0.006, memory: 9063, top1_acc: 0.4146, top5_acc: 0.6518, loss_cls: 2.6576, loss: 2.6576, grad_norm: 1.5383 2020-08-10 19:31:29,887 - mmaction - INFO - Epoch [139][540/940] lr: 1.755e-01, eta: 2 days, 4:18:41, time: 1.577, data_time: 0.005, memory: 9063, top1_acc: 0.4088, top5_acc: 0.6574, loss_cls: 2.6464, loss: 2.6464, grad_norm: 1.5357 2020-08-10 19:32:03,909 - mmaction - INFO - Epoch [139][560/940] lr: 1.755e-01, eta: 2 days, 4:18:06, time: 1.702, data_time: 0.005, memory: 9063, top1_acc: 0.4014, top5_acc: 0.6473, loss_cls: 2.6756, loss: 2.6756, grad_norm: 1.5593 2020-08-10 19:32:35,979 - mmaction - INFO - Epoch [139][580/940] lr: 1.755e-01, eta: 2 days, 4:17:10, time: 1.605, data_time: 0.006, memory: 9063, top1_acc: 0.4146, top5_acc: 0.6584, loss_cls: 2.6333, loss: 2.6333, grad_norm: 1.5268 2020-08-10 19:33:08,846 - mmaction - INFO - Epoch [139][600/940] lr: 1.755e-01, eta: 2 days, 4:16:21, time: 1.642, data_time: 0.006, memory: 9063, top1_acc: 0.4070, top5_acc: 0.6543, loss_cls: 2.6757, loss: 2.6757, grad_norm: 1.5187 2020-08-10 19:33:42,601 - mmaction - INFO - Epoch [139][620/940] lr: 1.755e-01, eta: 2 days, 4:15:42, time: 1.683, data_time: 0.007, memory: 9063, top1_acc: 0.3998, top5_acc: 0.6617, loss_cls: 2.6722, loss: 2.6722, grad_norm: 1.5584 2020-08-10 19:34:15,101 - mmaction - INFO - Epoch [139][640/940] lr: 1.755e-01, eta: 2 days, 4:14:51, time: 1.629, data_time: 0.009, memory: 9063, top1_acc: 0.3959, top5_acc: 0.6498, loss_cls: 2.7050, loss: 2.7050, grad_norm: 1.5427 2020-08-10 19:34:48,474 - mmaction - INFO - Epoch [139][660/940] lr: 1.755e-01, eta: 2 days, 4:14:10, time: 1.672, data_time: 0.009, memory: 9063, top1_acc: 0.4025, top5_acc: 0.6570, loss_cls: 2.6848, loss: 2.6848, grad_norm: 1.5231 2020-08-10 19:35:21,828 - mmaction - INFO - Epoch [139][680/940] lr: 1.755e-01, eta: 2 days, 4:13:27, time: 1.665, data_time: 0.003, memory: 9063, top1_acc: 0.4086, top5_acc: 0.6408, loss_cls: 2.6650, loss: 2.6650, grad_norm: 1.5530 2020-08-10 19:35:53,464 - mmaction - INFO - Epoch [139][700/940] lr: 1.755e-01, eta: 2 days, 4:12:26, time: 1.582, data_time: 0.006, memory: 9063, top1_acc: 0.4041, top5_acc: 0.6531, loss_cls: 2.6731, loss: 2.6731, grad_norm: 1.5363 2020-08-10 19:36:25,212 - mmaction - INFO - Epoch [139][720/940] lr: 1.755e-01, eta: 2 days, 4:11:26, time: 1.590, data_time: 0.006, memory: 9063, top1_acc: 0.4027, top5_acc: 0.6484, loss_cls: 2.6724, loss: 2.6724, grad_norm: 1.5481 2020-08-10 19:36:59,058 - mmaction - INFO - Epoch [139][740/940] lr: 1.755e-01, eta: 2 days, 4:10:49, time: 1.690, data_time: 0.005, memory: 9063, top1_acc: 0.4080, top5_acc: 0.6621, loss_cls: 2.6579, loss: 2.6579, grad_norm: 1.5832 2020-08-10 19:37:32,946 - mmaction - INFO - Epoch [139][760/940] lr: 1.755e-01, eta: 2 days, 4:10:13, time: 1.697, data_time: 0.006, memory: 9063, top1_acc: 0.4070, top5_acc: 0.6463, loss_cls: 2.6821, loss: 2.6821, grad_norm: 1.5131 2020-08-10 19:38:06,848 - mmaction - INFO - Epoch [139][780/940] lr: 1.755e-01, eta: 2 days, 4:09:36, time: 1.693, data_time: 0.004, memory: 9063, top1_acc: 0.4006, top5_acc: 0.6580, loss_cls: 2.6839, loss: 2.6839, grad_norm: 1.5337 2020-08-10 19:38:40,601 - mmaction - INFO - Epoch [139][800/940] lr: 1.755e-01, eta: 2 days, 4:08:59, time: 1.687, data_time: 0.005, memory: 9063, top1_acc: 0.4078, top5_acc: 0.6621, loss_cls: 2.6270, loss: 2.6270, grad_norm: 1.5086 2020-08-10 19:39:12,993 - mmaction - INFO - Epoch [139][820/940] lr: 1.755e-01, eta: 2 days, 4:08:06, time: 1.622, data_time: 0.008, memory: 9063, top1_acc: 0.3934, top5_acc: 0.6430, loss_cls: 2.7213, loss: 2.7213, grad_norm: 1.5623 2020-08-10 19:39:46,021 - mmaction - INFO - Epoch [139][840/940] lr: 1.755e-01, eta: 2 days, 4:07:21, time: 1.650, data_time: 0.008, memory: 9063, top1_acc: 0.4049, top5_acc: 0.6426, loss_cls: 2.6693, loss: 2.6693, grad_norm: 1.5259 2020-08-10 19:40:17,474 - mmaction - INFO - Epoch [139][860/940] lr: 1.755e-01, eta: 2 days, 4:06:18, time: 1.571, data_time: 0.007, memory: 9063, top1_acc: 0.3953, top5_acc: 0.6416, loss_cls: 2.7272, loss: 2.7272, grad_norm: 1.5454 2020-08-10 19:40:50,958 - mmaction - INFO - Epoch [139][880/940] lr: 1.755e-01, eta: 2 days, 4:05:38, time: 1.677, data_time: 0.007, memory: 9063, top1_acc: 0.4047, top5_acc: 0.6600, loss_cls: 2.6661, loss: 2.6661, grad_norm: 1.5534 2020-08-10 19:41:23,530 - mmaction - INFO - Epoch [139][900/940] lr: 1.755e-01, eta: 2 days, 4:04:47, time: 1.627, data_time: 0.005, memory: 9063, top1_acc: 0.3920, top5_acc: 0.6406, loss_cls: 2.7312, loss: 2.7312, grad_norm: 1.5338 2020-08-10 19:41:57,449 - mmaction - INFO - Epoch [139][920/940] lr: 1.755e-01, eta: 2 days, 4:04:12, time: 1.697, data_time: 0.006, memory: 9063, top1_acc: 0.4031, top5_acc: 0.6457, loss_cls: 2.7183, loss: 2.7183, grad_norm: 1.5540 2020-08-10 19:42:29,506 - mmaction - INFO - Epoch [139][940/940] lr: 1.755e-01, eta: 2 days, 4:03:16, time: 1.601, data_time: 0.007, memory: 9063, top1_acc: 0.4062, top5_acc: 0.6538, loss_cls: 2.6877, loss: 2.6877, grad_norm: 1.5399 2020-08-10 19:43:09,537 - mmaction - INFO - Epoch [140][20/940] lr: 1.731e-01, eta: 2 days, 4:03:41, time: 1.984, data_time: 0.419, memory: 9063, top1_acc: 0.4027, top5_acc: 0.6477, loss_cls: 2.6922, loss: 2.6922, grad_norm: 1.5363 2020-08-10 19:43:42,083 - mmaction - INFO - Epoch [140][40/940] lr: 1.731e-01, eta: 2 days, 4:02:51, time: 1.626, data_time: 0.005, memory: 9063, top1_acc: 0.4021, top5_acc: 0.6537, loss_cls: 2.6671, loss: 2.6671, grad_norm: 1.5602 2020-08-10 19:44:14,902 - mmaction - INFO - Epoch [140][60/940] lr: 1.731e-01, eta: 2 days, 4:02:03, time: 1.643, data_time: 0.007, memory: 9063, top1_acc: 0.3967, top5_acc: 0.6520, loss_cls: 2.7210, loss: 2.7210, grad_norm: 1.5227 2020-08-10 19:44:48,475 - mmaction - INFO - Epoch [140][80/940] lr: 1.731e-01, eta: 2 days, 4:01:23, time: 1.673, data_time: 0.005, memory: 9063, top1_acc: 0.4092, top5_acc: 0.6547, loss_cls: 2.6715, loss: 2.6715, grad_norm: 1.5065 2020-08-10 19:45:22,633 - mmaction - INFO - Epoch [140][100/940] lr: 1.731e-01, eta: 2 days, 4:00:50, time: 1.711, data_time: 0.008, memory: 9063, top1_acc: 0.4277, top5_acc: 0.6732, loss_cls: 2.5900, loss: 2.5900, grad_norm: 1.5144 2020-08-10 19:45:55,789 - mmaction - INFO - Epoch [140][120/940] lr: 1.731e-01, eta: 2 days, 4:00:07, time: 1.660, data_time: 0.005, memory: 9063, top1_acc: 0.4080, top5_acc: 0.6623, loss_cls: 2.6403, loss: 2.6403, grad_norm: 1.5603 2020-08-10 19:46:29,009 - mmaction - INFO - Epoch [140][140/940] lr: 1.731e-01, eta: 2 days, 3:59:23, time: 1.659, data_time: 0.005, memory: 9063, top1_acc: 0.4197, top5_acc: 0.6590, loss_cls: 2.6001, loss: 2.6001, grad_norm: 1.5210 2020-08-10 19:47:01,321 - mmaction - INFO - Epoch [140][160/940] lr: 1.731e-01, eta: 2 days, 3:58:31, time: 1.615, data_time: 0.007, memory: 9063, top1_acc: 0.4055, top5_acc: 0.6535, loss_cls: 2.6953, loss: 2.6953, grad_norm: 1.5651 2020-08-10 19:47:35,913 - mmaction - INFO - Epoch [140][180/940] lr: 1.731e-01, eta: 2 days, 3:58:03, time: 1.732, data_time: 0.006, memory: 9063, top1_acc: 0.4004, top5_acc: 0.6602, loss_cls: 2.6684, loss: 2.6684, grad_norm: 1.5139 2020-08-10 19:48:06,919 - mmaction - INFO - Epoch [140][200/940] lr: 1.731e-01, eta: 2 days, 3:56:56, time: 1.548, data_time: 0.005, memory: 9063, top1_acc: 0.4174, top5_acc: 0.6578, loss_cls: 2.6050, loss: 2.6050, grad_norm: 1.4942 2020-08-10 19:48:38,212 - mmaction - INFO - Epoch [140][220/940] lr: 1.731e-01, eta: 2 days, 3:55:53, time: 1.566, data_time: 0.006, memory: 9063, top1_acc: 0.3980, top5_acc: 0.6496, loss_cls: 2.6734, loss: 2.6734, grad_norm: 1.5456 2020-08-10 19:49:10,702 - mmaction - INFO - Epoch [140][240/940] lr: 1.731e-01, eta: 2 days, 3:55:03, time: 1.624, data_time: 0.005, memory: 9063, top1_acc: 0.3920, top5_acc: 0.6549, loss_cls: 2.6966, loss: 2.6966, grad_norm: 1.5477 2020-08-10 19:49:43,278 - mmaction - INFO - Epoch [140][260/940] lr: 1.731e-01, eta: 2 days, 3:54:14, time: 1.629, data_time: 0.004, memory: 9063, top1_acc: 0.4082, top5_acc: 0.6594, loss_cls: 2.6482, loss: 2.6482, grad_norm: 1.5443 2020-08-10 19:50:14,514 - mmaction - INFO - Epoch [140][280/940] lr: 1.731e-01, eta: 2 days, 3:53:10, time: 1.562, data_time: 0.006, memory: 9063, top1_acc: 0.4180, top5_acc: 0.6623, loss_cls: 2.6048, loss: 2.6048, grad_norm: 1.5131 2020-08-10 19:50:45,527 - mmaction - INFO - Epoch [140][300/940] lr: 1.731e-01, eta: 2 days, 3:52:05, time: 1.550, data_time: 0.005, memory: 9063, top1_acc: 0.4131, top5_acc: 0.6625, loss_cls: 2.6346, loss: 2.6346, grad_norm: 1.5506 2020-08-10 19:51:18,051 - mmaction - INFO - Epoch [140][320/940] lr: 1.731e-01, eta: 2 days, 3:51:15, time: 1.624, data_time: 0.006, memory: 9063, top1_acc: 0.4018, top5_acc: 0.6535, loss_cls: 2.6638, loss: 2.6638, grad_norm: 1.5373 2020-08-10 19:51:50,621 - mmaction - INFO - Epoch [140][340/940] lr: 1.731e-01, eta: 2 days, 3:50:26, time: 1.631, data_time: 0.007, memory: 9063, top1_acc: 0.4111, top5_acc: 0.6592, loss_cls: 2.6585, loss: 2.6585, grad_norm: 1.5191 2020-08-10 19:52:23,569 - mmaction - INFO - Epoch [140][360/940] lr: 1.731e-01, eta: 2 days, 3:49:41, time: 1.648, data_time: 0.003, memory: 9063, top1_acc: 0.4018, top5_acc: 0.6520, loss_cls: 2.6832, loss: 2.6832, grad_norm: 1.5527 2020-08-10 19:52:56,063 - mmaction - INFO - Epoch [140][380/940] lr: 1.731e-01, eta: 2 days, 3:48:50, time: 1.621, data_time: 0.005, memory: 9063, top1_acc: 0.4113, top5_acc: 0.6689, loss_cls: 2.6358, loss: 2.6358, grad_norm: 1.5710 2020-08-10 19:53:28,415 - mmaction - INFO - Epoch [140][400/940] lr: 1.731e-01, eta: 2 days, 3:47:59, time: 1.619, data_time: 0.007, memory: 9063, top1_acc: 0.4084, top5_acc: 0.6553, loss_cls: 2.6775, loss: 2.6775, grad_norm: 1.5408 2020-08-10 19:53:59,901 - mmaction - INFO - Epoch [140][420/940] lr: 1.731e-01, eta: 2 days, 3:47:00, time: 1.577, data_time: 0.008, memory: 9063, top1_acc: 0.4004, top5_acc: 0.6395, loss_cls: 2.7014, loss: 2.7014, grad_norm: 1.5453 2020-08-10 19:54:33,585 - mmaction - INFO - Epoch [140][440/940] lr: 1.731e-01, eta: 2 days, 3:46:22, time: 1.682, data_time: 0.005, memory: 9063, top1_acc: 0.4078, top5_acc: 0.6447, loss_cls: 2.6758, loss: 2.6758, grad_norm: 1.5164 2020-08-10 19:55:07,715 - mmaction - INFO - Epoch [140][460/940] lr: 1.731e-01, eta: 2 days, 3:45:49, time: 1.708, data_time: 0.005, memory: 9063, top1_acc: 0.3953, top5_acc: 0.6479, loss_cls: 2.7249, loss: 2.7249, grad_norm: 1.5479 2020-08-10 19:55:39,622 - mmaction - INFO - Epoch [140][480/940] lr: 1.731e-01, eta: 2 days, 3:44:53, time: 1.595, data_time: 0.002, memory: 9063, top1_acc: 0.4102, top5_acc: 0.6529, loss_cls: 2.7015, loss: 2.7015, grad_norm: 1.5492 2020-08-10 19:56:11,932 - mmaction - INFO - Epoch [140][500/940] lr: 1.731e-01, eta: 2 days, 3:44:02, time: 1.615, data_time: 0.007, memory: 9063, top1_acc: 0.4057, top5_acc: 0.6605, loss_cls: 2.6470, loss: 2.6470, grad_norm: 1.5267 2020-08-10 19:56:44,630 - mmaction - INFO - Epoch [140][520/940] lr: 1.731e-01, eta: 2 days, 3:43:15, time: 1.635, data_time: 0.007, memory: 9063, top1_acc: 0.4070, top5_acc: 0.6570, loss_cls: 2.6799, loss: 2.6799, grad_norm: 1.5609 2020-08-10 19:57:16,816 - mmaction - INFO - Epoch [140][540/940] lr: 1.731e-01, eta: 2 days, 3:42:22, time: 1.610, data_time: 0.005, memory: 9063, top1_acc: 0.4084, top5_acc: 0.6520, loss_cls: 2.7147, loss: 2.7147, grad_norm: 1.5129 2020-08-10 19:57:49,748 - mmaction - INFO - Epoch [140][560/940] lr: 1.731e-01, eta: 2 days, 3:41:37, time: 1.645, data_time: 0.003, memory: 9063, top1_acc: 0.4021, top5_acc: 0.6613, loss_cls: 2.6638, loss: 2.6638, grad_norm: 1.5527 2020-08-10 19:58:21,542 - mmaction - INFO - Epoch [140][580/940] lr: 1.731e-01, eta: 2 days, 3:40:41, time: 1.592, data_time: 0.008, memory: 9063, top1_acc: 0.3955, top5_acc: 0.6467, loss_cls: 2.7331, loss: 2.7331, grad_norm: 1.5769 2020-08-10 19:58:53,374 - mmaction - INFO - Epoch [140][600/940] lr: 1.731e-01, eta: 2 days, 3:39:45, time: 1.591, data_time: 0.005, memory: 9063, top1_acc: 0.4061, top5_acc: 0.6627, loss_cls: 2.6848, loss: 2.6848, grad_norm: 1.5134 2020-08-10 19:59:26,082 - mmaction - INFO - Epoch [140][620/940] lr: 1.731e-01, eta: 2 days, 3:38:58, time: 1.636, data_time: 0.002, memory: 9063, top1_acc: 0.4051, top5_acc: 0.6598, loss_cls: 2.6466, loss: 2.6466, grad_norm: 1.5378 2020-08-10 19:59:57,535 - mmaction - INFO - Epoch [140][640/940] lr: 1.731e-01, eta: 2 days, 3:37:58, time: 1.570, data_time: 0.007, memory: 9063, top1_acc: 0.3963, top5_acc: 0.6434, loss_cls: 2.7247, loss: 2.7247, grad_norm: 1.5186 2020-08-10 20:00:55,412 - mmaction - INFO - Epoch [140][660/940] lr: 1.731e-01, eta: 2 days, 3:41:21, time: 2.888, data_time: 0.009, memory: 9063, top1_acc: 0.4117, top5_acc: 0.6604, loss_cls: 2.6542, loss: 2.6542, grad_norm: 1.5622 2020-08-10 20:01:22,961 - mmaction - INFO - Epoch [140][680/940] lr: 1.731e-01, eta: 2 days, 3:39:43, time: 1.383, data_time: 0.031, memory: 9063, top1_acc: 0.3994, top5_acc: 0.6486, loss_cls: 2.6924, loss: 2.6924, grad_norm: 1.5555 2020-08-10 20:01:51,958 - mmaction - INFO - Epoch [140][700/940] lr: 1.731e-01, eta: 2 days, 3:38:20, time: 1.450, data_time: 0.006, memory: 9063, top1_acc: 0.4059, top5_acc: 0.6533, loss_cls: 2.6913, loss: 2.6913, grad_norm: 1.5239 2020-08-10 20:02:23,456 - mmaction - INFO - Epoch [140][720/940] lr: 1.731e-01, eta: 2 days, 3:37:21, time: 1.576, data_time: 0.006, memory: 9063, top1_acc: 0.4135, top5_acc: 0.6613, loss_cls: 2.6426, loss: 2.6426, grad_norm: 1.5349 2020-08-10 20:02:55,203 - mmaction - INFO - Epoch [140][740/940] lr: 1.731e-01, eta: 2 days, 3:36:24, time: 1.587, data_time: 0.004, memory: 9063, top1_acc: 0.4078, top5_acc: 0.6576, loss_cls: 2.6464, loss: 2.6464, grad_norm: 1.5454 2020-08-10 20:03:28,259 - mmaction - INFO - Epoch [140][760/940] lr: 1.731e-01, eta: 2 days, 3:35:40, time: 1.650, data_time: 0.005, memory: 9063, top1_acc: 0.4016, top5_acc: 0.6611, loss_cls: 2.6345, loss: 2.6345, grad_norm: 1.5591 2020-08-10 20:03:59,902 - mmaction - INFO - Epoch [140][780/940] lr: 1.731e-01, eta: 2 days, 3:34:43, time: 1.583, data_time: 0.007, memory: 9063, top1_acc: 0.4000, top5_acc: 0.6535, loss_cls: 2.6879, loss: 2.6879, grad_norm: 1.5268 2020-08-10 20:04:31,787 - mmaction - INFO - Epoch [140][800/940] lr: 1.731e-01, eta: 2 days, 3:33:49, time: 1.595, data_time: 0.008, memory: 9063, top1_acc: 0.4041, top5_acc: 0.6543, loss_cls: 2.6361, loss: 2.6361, grad_norm: 1.5578 2020-08-10 20:05:03,420 - mmaction - INFO - Epoch [140][820/940] lr: 1.731e-01, eta: 2 days, 3:32:52, time: 1.583, data_time: 0.005, memory: 9063, top1_acc: 0.3955, top5_acc: 0.6482, loss_cls: 2.7018, loss: 2.7018, grad_norm: 1.5321 2020-08-10 20:05:37,205 - mmaction - INFO - Epoch [140][840/940] lr: 1.731e-01, eta: 2 days, 3:32:16, time: 1.689, data_time: 0.006, memory: 9063, top1_acc: 0.3971, top5_acc: 0.6512, loss_cls: 2.6988, loss: 2.6988, grad_norm: 1.5296 2020-08-10 20:06:08,867 - mmaction - INFO - Epoch [140][860/940] lr: 1.731e-01, eta: 2 days, 3:31:18, time: 1.581, data_time: 0.007, memory: 9063, top1_acc: 0.4080, top5_acc: 0.6453, loss_cls: 2.6629, loss: 2.6629, grad_norm: 1.5200 2020-08-10 20:06:40,412 - mmaction - INFO - Epoch [140][880/940] lr: 1.731e-01, eta: 2 days, 3:30:21, time: 1.580, data_time: 0.006, memory: 9063, top1_acc: 0.4025, top5_acc: 0.6617, loss_cls: 2.6591, loss: 2.6591, grad_norm: 1.5692 2020-08-10 20:07:12,555 - mmaction - INFO - Epoch [140][900/940] lr: 1.731e-01, eta: 2 days, 3:29:29, time: 1.606, data_time: 0.006, memory: 9063, top1_acc: 0.4135, top5_acc: 0.6551, loss_cls: 2.6782, loss: 2.6782, grad_norm: 1.5437 2020-08-10 20:07:44,603 - mmaction - INFO - Epoch [140][920/940] lr: 1.731e-01, eta: 2 days, 3:28:36, time: 1.603, data_time: 0.005, memory: 9063, top1_acc: 0.3934, top5_acc: 0.6572, loss_cls: 2.6776, loss: 2.6776, grad_norm: 1.5618 2020-08-10 20:08:15,582 - mmaction - INFO - Epoch [140][940/940] lr: 1.731e-01, eta: 2 days, 3:27:33, time: 1.549, data_time: 0.010, memory: 9063, top1_acc: 0.3951, top5_acc: 0.6467, loss_cls: 2.7328, loss: 2.7328, grad_norm: 1.5693 2020-08-10 20:08:15,978 - mmaction - INFO - Saving checkpoint at 140 epochs 2020-08-10 20:08:57,538 - mmaction - INFO - Epoch [141][20/940] lr: 1.707e-01, eta: 2 days, 3:27:50, time: 1.963, data_time: 0.551, memory: 9063, top1_acc: 0.4057, top5_acc: 0.6562, loss_cls: 2.6511, loss: 2.6511, grad_norm: 1.5038 2020-08-10 20:09:26,598 - mmaction - INFO - Epoch [141][40/940] lr: 1.707e-01, eta: 2 days, 3:26:29, time: 1.454, data_time: 0.005, memory: 9063, top1_acc: 0.3928, top5_acc: 0.6545, loss_cls: 2.6826, loss: 2.6826, grad_norm: 1.5611 2020-08-10 20:09:58,847 - mmaction - INFO - Epoch [141][60/940] lr: 1.707e-01, eta: 2 days, 3:25:38, time: 1.611, data_time: 0.006, memory: 9063, top1_acc: 0.4131, top5_acc: 0.6717, loss_cls: 2.5926, loss: 2.5926, grad_norm: 1.5231 2020-08-10 20:10:29,313 - mmaction - INFO - Epoch [141][80/940] lr: 1.707e-01, eta: 2 days, 3:24:31, time: 1.525, data_time: 0.007, memory: 9063, top1_acc: 0.4029, top5_acc: 0.6555, loss_cls: 2.6438, loss: 2.6438, grad_norm: 1.5374 2020-08-10 20:11:00,362 - mmaction - INFO - Epoch [141][100/940] lr: 1.707e-01, eta: 2 days, 3:23:28, time: 1.551, data_time: 0.005, memory: 9063, top1_acc: 0.4146, top5_acc: 0.6736, loss_cls: 2.6098, loss: 2.6098, grad_norm: 1.5417 2020-08-10 20:11:32,305 - mmaction - INFO - Epoch [141][120/940] lr: 1.707e-01, eta: 2 days, 3:22:35, time: 1.597, data_time: 0.005, memory: 9063, top1_acc: 0.4082, top5_acc: 0.6582, loss_cls: 2.6529, loss: 2.6529, grad_norm: 1.5417 2020-08-10 20:12:03,693 - mmaction - INFO - Epoch [141][140/940] lr: 1.707e-01, eta: 2 days, 3:21:36, time: 1.569, data_time: 0.005, memory: 9063, top1_acc: 0.4123, top5_acc: 0.6627, loss_cls: 2.6274, loss: 2.6274, grad_norm: 1.5682 2020-08-10 20:12:35,534 - mmaction - INFO - Epoch [141][160/940] lr: 1.707e-01, eta: 2 days, 3:20:42, time: 1.593, data_time: 0.008, memory: 9063, top1_acc: 0.3937, top5_acc: 0.6479, loss_cls: 2.7353, loss: 2.7353, grad_norm: 1.5416 2020-08-10 20:13:07,083 - mmaction - INFO - Epoch [141][180/940] lr: 1.707e-01, eta: 2 days, 3:19:46, time: 1.578, data_time: 0.005, memory: 9063, top1_acc: 0.4111, top5_acc: 0.6697, loss_cls: 2.6051, loss: 2.6051, grad_norm: 1.5556 2020-08-10 20:13:38,194 - mmaction - INFO - Epoch [141][200/940] lr: 1.707e-01, eta: 2 days, 3:18:45, time: 1.556, data_time: 0.006, memory: 9063, top1_acc: 0.4219, top5_acc: 0.6664, loss_cls: 2.5903, loss: 2.5903, grad_norm: 1.5688 2020-08-10 20:14:10,793 - mmaction - INFO - Epoch [141][220/940] lr: 1.707e-01, eta: 2 days, 3:17:58, time: 1.627, data_time: 0.004, memory: 9063, top1_acc: 0.4086, top5_acc: 0.6631, loss_cls: 2.6504, loss: 2.6504, grad_norm: 1.5473 2020-08-10 20:14:42,535 - mmaction - INFO - Epoch [141][240/940] lr: 1.707e-01, eta: 2 days, 3:17:03, time: 1.586, data_time: 0.008, memory: 9063, top1_acc: 0.4055, top5_acc: 0.6586, loss_cls: 2.6661, loss: 2.6661, grad_norm: 1.5629 2020-08-10 20:15:14,244 - mmaction - INFO - Epoch [141][260/940] lr: 1.707e-01, eta: 2 days, 3:16:07, time: 1.582, data_time: 0.006, memory: 9063, top1_acc: 0.4072, top5_acc: 0.6576, loss_cls: 2.6583, loss: 2.6583, grad_norm: 1.5543 2020-08-10 20:15:46,095 - mmaction - INFO - Epoch [141][280/940] lr: 1.707e-01, eta: 2 days, 3:15:15, time: 1.599, data_time: 0.009, memory: 9063, top1_acc: 0.4035, top5_acc: 0.6561, loss_cls: 2.6700, loss: 2.6700, grad_norm: 1.5719 2020-08-10 20:16:17,842 - mmaction - INFO - Epoch [141][300/940] lr: 1.707e-01, eta: 2 days, 3:14:20, time: 1.585, data_time: 0.005, memory: 9063, top1_acc: 0.3992, top5_acc: 0.6420, loss_cls: 2.7163, loss: 2.7163, grad_norm: 1.5364 2020-08-10 20:16:50,030 - mmaction - INFO - Epoch [141][320/940] lr: 1.707e-01, eta: 2 days, 3:13:30, time: 1.611, data_time: 0.007, memory: 9063, top1_acc: 0.4043, top5_acc: 0.6508, loss_cls: 2.6710, loss: 2.6710, grad_norm: 1.5751 2020-08-10 20:17:21,956 - mmaction - INFO - Epoch [141][340/940] lr: 1.707e-01, eta: 2 days, 3:12:37, time: 1.592, data_time: 0.008, memory: 9063, top1_acc: 0.4055, top5_acc: 0.6652, loss_cls: 2.6211, loss: 2.6211, grad_norm: 1.5333 2020-08-10 20:17:54,620 - mmaction - INFO - Epoch [141][360/940] lr: 1.707e-01, eta: 2 days, 3:11:52, time: 1.636, data_time: 0.007, memory: 9063, top1_acc: 0.4102, top5_acc: 0.6619, loss_cls: 2.6230, loss: 2.6230, grad_norm: 1.5328 2020-08-10 20:18:24,838 - mmaction - INFO - Epoch [141][380/940] lr: 1.707e-01, eta: 2 days, 3:10:44, time: 1.512, data_time: 0.005, memory: 9063, top1_acc: 0.4047, top5_acc: 0.6488, loss_cls: 2.6851, loss: 2.6851, grad_norm: 1.5671 2020-08-10 20:18:56,652 - mmaction - INFO - Epoch [141][400/940] lr: 1.707e-01, eta: 2 days, 3:09:50, time: 1.591, data_time: 0.005, memory: 9063, top1_acc: 0.4027, top5_acc: 0.6586, loss_cls: 2.6751, loss: 2.6751, grad_norm: 1.5800 2020-08-10 20:19:28,532 - mmaction - INFO - Epoch [141][420/940] lr: 1.707e-01, eta: 2 days, 3:08:57, time: 1.592, data_time: 0.005, memory: 9063, top1_acc: 0.4184, top5_acc: 0.6648, loss_cls: 2.6169, loss: 2.6169, grad_norm: 1.5450 2020-08-10 20:19:59,821 - mmaction - INFO - Epoch [141][440/940] lr: 1.707e-01, eta: 2 days, 3:07:59, time: 1.567, data_time: 0.006, memory: 9063, top1_acc: 0.4090, top5_acc: 0.6564, loss_cls: 2.6509, loss: 2.6509, grad_norm: 1.5240 2020-08-10 20:20:31,772 - mmaction - INFO - Epoch [141][460/940] lr: 1.707e-01, eta: 2 days, 3:07:07, time: 1.595, data_time: 0.007, memory: 9063, top1_acc: 0.4139, top5_acc: 0.6635, loss_cls: 2.6099, loss: 2.6099, grad_norm: 1.5550 2020-08-10 20:21:02,902 - mmaction - INFO - Epoch [141][480/940] lr: 1.707e-01, eta: 2 days, 3:06:08, time: 1.558, data_time: 0.006, memory: 9063, top1_acc: 0.4102, top5_acc: 0.6508, loss_cls: 2.6716, loss: 2.6716, grad_norm: 1.6104 2020-08-10 20:21:35,271 - mmaction - INFO - Epoch [141][500/940] lr: 1.707e-01, eta: 2 days, 3:05:20, time: 1.619, data_time: 0.005, memory: 9063, top1_acc: 0.4053, top5_acc: 0.6562, loss_cls: 2.6743, loss: 2.6743, grad_norm: 1.5578 2020-08-10 20:22:08,112 - mmaction - INFO - Epoch [141][520/940] lr: 1.707e-01, eta: 2 days, 3:04:37, time: 1.642, data_time: 0.007, memory: 9063, top1_acc: 0.3992, top5_acc: 0.6578, loss_cls: 2.6952, loss: 2.6952, grad_norm: 1.5542 2020-08-10 20:22:39,158 - mmaction - INFO - Epoch [141][540/940] lr: 1.707e-01, eta: 2 days, 3:03:36, time: 1.551, data_time: 0.006, memory: 9063, top1_acc: 0.4100, top5_acc: 0.6615, loss_cls: 2.6489, loss: 2.6489, grad_norm: 1.5345 2020-08-10 20:23:10,723 - mmaction - INFO - Epoch [141][560/940] lr: 1.707e-01, eta: 2 days, 3:02:42, time: 1.580, data_time: 0.006, memory: 9063, top1_acc: 0.4010, top5_acc: 0.6496, loss_cls: 2.6748, loss: 2.6748, grad_norm: 1.5554 2020-08-10 20:23:43,081 - mmaction - INFO - Epoch [141][580/940] lr: 1.707e-01, eta: 2 days, 3:01:54, time: 1.617, data_time: 0.002, memory: 9063, top1_acc: 0.4088, top5_acc: 0.6510, loss_cls: 2.6488, loss: 2.6488, grad_norm: 1.5358 2020-08-10 20:24:14,042 - mmaction - INFO - Epoch [141][600/940] lr: 1.707e-01, eta: 2 days, 3:00:52, time: 1.543, data_time: 0.005, memory: 9063, top1_acc: 0.4115, top5_acc: 0.6697, loss_cls: 2.6268, loss: 2.6268, grad_norm: 1.5299 2020-08-10 20:24:46,222 - mmaction - INFO - Epoch [141][620/940] lr: 1.707e-01, eta: 2 days, 3:00:04, time: 1.614, data_time: 0.008, memory: 9063, top1_acc: 0.4049, top5_acc: 0.6588, loss_cls: 2.6702, loss: 2.6702, grad_norm: 1.5465 2020-08-10 20:25:17,959 - mmaction - INFO - Epoch [141][640/940] lr: 1.707e-01, eta: 2 days, 2:59:10, time: 1.586, data_time: 0.008, memory: 9063, top1_acc: 0.4051, top5_acc: 0.6582, loss_cls: 2.6788, loss: 2.6788, grad_norm: 1.5381 2020-08-10 20:25:49,168 - mmaction - INFO - Epoch [141][660/940] lr: 1.707e-01, eta: 2 days, 2:58:13, time: 1.562, data_time: 0.006, memory: 9063, top1_acc: 0.4068, top5_acc: 0.6598, loss_cls: 2.6495, loss: 2.6495, grad_norm: 1.5537 2020-08-10 20:26:19,827 - mmaction - INFO - Epoch [141][680/940] lr: 1.707e-01, eta: 2 days, 2:57:09, time: 1.529, data_time: 0.005, memory: 9063, top1_acc: 0.4111, top5_acc: 0.6508, loss_cls: 2.6572, loss: 2.6572, grad_norm: 1.5533 2020-08-10 20:26:51,903 - mmaction - INFO - Epoch [141][700/940] lr: 1.707e-01, eta: 2 days, 2:56:20, time: 1.607, data_time: 0.006, memory: 9063, top1_acc: 0.4014, top5_acc: 0.6490, loss_cls: 2.6981, loss: 2.6981, grad_norm: 1.5449 2020-08-10 20:27:23,152 - mmaction - INFO - Epoch [141][720/940] lr: 1.707e-01, eta: 2 days, 2:55:22, time: 1.560, data_time: 0.009, memory: 9063, top1_acc: 0.4064, top5_acc: 0.6518, loss_cls: 2.6884, loss: 2.6884, grad_norm: 1.5412 2020-08-10 20:27:54,510 - mmaction - INFO - Epoch [141][740/940] lr: 1.707e-01, eta: 2 days, 2:54:26, time: 1.570, data_time: 0.006, memory: 9063, top1_acc: 0.3990, top5_acc: 0.6432, loss_cls: 2.7126, loss: 2.7126, grad_norm: 1.5476 2020-08-10 20:28:25,541 - mmaction - INFO - Epoch [141][760/940] lr: 1.707e-01, eta: 2 days, 2:53:27, time: 1.552, data_time: 0.002, memory: 9063, top1_acc: 0.4062, top5_acc: 0.6463, loss_cls: 2.6875, loss: 2.6875, grad_norm: 1.5627 2020-08-10 20:28:56,379 - mmaction - INFO - Epoch [141][780/940] lr: 1.707e-01, eta: 2 days, 2:52:26, time: 1.542, data_time: 0.005, memory: 9063, top1_acc: 0.4027, top5_acc: 0.6496, loss_cls: 2.7173, loss: 2.7173, grad_norm: 1.5675 2020-08-10 20:29:25,801 - mmaction - INFO - Epoch [141][800/940] lr: 1.707e-01, eta: 2 days, 2:51:13, time: 1.471, data_time: 0.002, memory: 9063, top1_acc: 0.4086, top5_acc: 0.6553, loss_cls: 2.6739, loss: 2.6739, grad_norm: 1.5428 2020-08-10 20:29:57,047 - mmaction - INFO - Epoch [141][820/940] lr: 1.707e-01, eta: 2 days, 2:50:15, time: 1.558, data_time: 0.005, memory: 9063, top1_acc: 0.4135, top5_acc: 0.6561, loss_cls: 2.6422, loss: 2.6422, grad_norm: 1.5583 2020-08-10 20:30:28,006 - mmaction - INFO - Epoch [141][840/940] lr: 1.707e-01, eta: 2 days, 2:49:16, time: 1.548, data_time: 0.006, memory: 9063, top1_acc: 0.4168, top5_acc: 0.6686, loss_cls: 2.5965, loss: 2.5965, grad_norm: 1.5569 2020-08-10 20:30:59,420 - mmaction - INFO - Epoch [141][860/940] lr: 1.707e-01, eta: 2 days, 2:48:21, time: 1.573, data_time: 0.009, memory: 9063, top1_acc: 0.3979, top5_acc: 0.6646, loss_cls: 2.6645, loss: 2.6645, grad_norm: 1.5384 2020-08-10 20:31:31,944 - mmaction - INFO - Epoch [141][880/940] lr: 1.707e-01, eta: 2 days, 2:47:36, time: 1.629, data_time: 0.006, memory: 9063, top1_acc: 0.4070, top5_acc: 0.6598, loss_cls: 2.6374, loss: 2.6374, grad_norm: 1.5607 2020-08-10 20:32:03,794 - mmaction - INFO - Epoch [141][900/940] lr: 1.707e-01, eta: 2 days, 2:46:44, time: 1.589, data_time: 0.004, memory: 9063, top1_acc: 0.4100, top5_acc: 0.6645, loss_cls: 2.6292, loss: 2.6292, grad_norm: 1.5621 2020-08-10 20:32:35,897 - mmaction - INFO - Epoch [141][920/940] lr: 1.707e-01, eta: 2 days, 2:45:55, time: 1.603, data_time: 0.006, memory: 9063, top1_acc: 0.4055, top5_acc: 0.6625, loss_cls: 2.6366, loss: 2.6366, grad_norm: 1.5531 2020-08-10 20:33:05,741 - mmaction - INFO - Epoch [141][940/940] lr: 1.707e-01, eta: 2 days, 2:44:47, time: 1.495, data_time: 0.011, memory: 9063, top1_acc: 0.3969, top5_acc: 0.6558, loss_cls: 2.7102, loss: 2.7102, grad_norm: 1.5852 2020-08-10 20:33:48,105 - mmaction - INFO - Epoch [142][20/940] lr: 1.682e-01, eta: 2 days, 2:45:25, time: 2.098, data_time: 0.403, memory: 9063, top1_acc: 0.4092, top5_acc: 0.6547, loss_cls: 2.6767, loss: 2.6767, grad_norm: 1.5352 2020-08-10 20:34:16,664 - mmaction - INFO - Epoch [142][40/940] lr: 1.682e-01, eta: 2 days, 2:44:05, time: 1.426, data_time: 0.005, memory: 9063, top1_acc: 0.4096, top5_acc: 0.6664, loss_cls: 2.6325, loss: 2.6325, grad_norm: 1.5545 2020-08-10 20:34:48,527 - mmaction - INFO - Epoch [142][60/940] lr: 1.682e-01, eta: 2 days, 2:43:14, time: 1.595, data_time: 0.005, memory: 9063, top1_acc: 0.4127, top5_acc: 0.6574, loss_cls: 2.6368, loss: 2.6368, grad_norm: 1.5713 2020-08-10 20:35:19,857 - mmaction - INFO - Epoch [142][80/940] lr: 1.682e-01, eta: 2 days, 2:42:18, time: 1.560, data_time: 0.005, memory: 9063, top1_acc: 0.4061, top5_acc: 0.6598, loss_cls: 2.6502, loss: 2.6502, grad_norm: 1.5594 2020-08-10 20:35:49,796 - mmaction - INFO - Epoch [142][100/940] lr: 1.682e-01, eta: 2 days, 2:41:11, time: 1.503, data_time: 0.008, memory: 9063, top1_acc: 0.4117, top5_acc: 0.6572, loss_cls: 2.6275, loss: 2.6275, grad_norm: 1.5472 2020-08-10 20:36:22,598 - mmaction - INFO - Epoch [142][120/940] lr: 1.682e-01, eta: 2 days, 2:40:28, time: 1.638, data_time: 0.008, memory: 9063, top1_acc: 0.4154, top5_acc: 0.6605, loss_cls: 2.6262, loss: 2.6262, grad_norm: 1.5570 2020-08-10 20:36:53,317 - mmaction - INFO - Epoch [142][140/940] lr: 1.682e-01, eta: 2 days, 2:39:28, time: 1.538, data_time: 0.006, memory: 9063, top1_acc: 0.4156, top5_acc: 0.6652, loss_cls: 2.6149, loss: 2.6149, grad_norm: 1.5751 2020-08-10 20:37:24,551 - mmaction - INFO - Epoch [142][160/940] lr: 1.682e-01, eta: 2 days, 2:38:32, time: 1.559, data_time: 0.005, memory: 9063, top1_acc: 0.4002, top5_acc: 0.6539, loss_cls: 2.6641, loss: 2.6641, grad_norm: 1.5686 2020-08-10 20:37:55,798 - mmaction - INFO - Epoch [142][180/940] lr: 1.682e-01, eta: 2 days, 2:37:36, time: 1.565, data_time: 0.006, memory: 9063, top1_acc: 0.3998, top5_acc: 0.6566, loss_cls: 2.6798, loss: 2.6798, grad_norm: 1.5641 2020-08-10 20:38:27,138 - mmaction - INFO - Epoch [142][200/940] lr: 1.682e-01, eta: 2 days, 2:36:41, time: 1.565, data_time: 0.007, memory: 9063, top1_acc: 0.3924, top5_acc: 0.6547, loss_cls: 2.6722, loss: 2.6722, grad_norm: 1.5421 2020-08-10 20:38:59,303 - mmaction - INFO - Epoch [142][220/940] lr: 1.682e-01, eta: 2 days, 2:35:53, time: 1.607, data_time: 0.006, memory: 9063, top1_acc: 0.4111, top5_acc: 0.6660, loss_cls: 2.6326, loss: 2.6326, grad_norm: 1.5381 2020-08-10 20:39:30,814 - mmaction - INFO - Epoch [142][240/940] lr: 1.682e-01, eta: 2 days, 2:35:00, time: 1.578, data_time: 0.008, memory: 9063, top1_acc: 0.4152, top5_acc: 0.6645, loss_cls: 2.6151, loss: 2.6151, grad_norm: 1.5484 2020-08-10 20:40:02,622 - mmaction - INFO - Epoch [142][260/940] lr: 1.682e-01, eta: 2 days, 2:34:09, time: 1.586, data_time: 0.008, memory: 9063, top1_acc: 0.4283, top5_acc: 0.6748, loss_cls: 2.5461, loss: 2.5461, grad_norm: 1.5729 2020-08-10 20:40:34,504 - mmaction - INFO - Epoch [142][280/940] lr: 1.682e-01, eta: 2 days, 2:33:19, time: 1.598, data_time: 0.009, memory: 9063, top1_acc: 0.4150, top5_acc: 0.6693, loss_cls: 2.5956, loss: 2.5956, grad_norm: 1.5716 2020-08-10 20:41:05,024 - mmaction - INFO - Epoch [142][300/940] lr: 1.682e-01, eta: 2 days, 2:32:18, time: 1.527, data_time: 0.006, memory: 9063, top1_acc: 0.4143, top5_acc: 0.6541, loss_cls: 2.6459, loss: 2.6459, grad_norm: 1.5462 2020-08-10 20:41:37,005 - mmaction - INFO - Epoch [142][320/940] lr: 1.682e-01, eta: 2 days, 2:31:28, time: 1.597, data_time: 0.009, memory: 9063, top1_acc: 0.4180, top5_acc: 0.6631, loss_cls: 2.6282, loss: 2.6282, grad_norm: 1.5784 2020-08-10 20:42:08,339 - mmaction - INFO - Epoch [142][340/940] lr: 1.682e-01, eta: 2 days, 2:30:34, time: 1.568, data_time: 0.007, memory: 9063, top1_acc: 0.4061, top5_acc: 0.6602, loss_cls: 2.6482, loss: 2.6482, grad_norm: 1.5679 2020-08-10 20:42:39,129 - mmaction - INFO - Epoch [142][360/940] lr: 1.682e-01, eta: 2 days, 2:29:35, time: 1.539, data_time: 0.002, memory: 9063, top1_acc: 0.4123, top5_acc: 0.6568, loss_cls: 2.6549, loss: 2.6549, grad_norm: 1.5618 2020-08-10 20:43:12,211 - mmaction - INFO - Epoch [142][380/940] lr: 1.682e-01, eta: 2 days, 2:28:55, time: 1.652, data_time: 0.005, memory: 9063, top1_acc: 0.4131, top5_acc: 0.6639, loss_cls: 2.6414, loss: 2.6414, grad_norm: 1.5575 2020-08-10 20:43:42,695 - mmaction - INFO - Epoch [142][400/940] lr: 1.682e-01, eta: 2 days, 2:27:54, time: 1.525, data_time: 0.006, memory: 9063, top1_acc: 0.4029, top5_acc: 0.6537, loss_cls: 2.6614, loss: 2.6614, grad_norm: 1.5601 2020-08-10 20:44:15,430 - mmaction - INFO - Epoch [142][420/940] lr: 1.682e-01, eta: 2 days, 2:27:12, time: 1.636, data_time: 0.007, memory: 9063, top1_acc: 0.4006, top5_acc: 0.6613, loss_cls: 2.6512, loss: 2.6512, grad_norm: 1.5587 2020-08-10 20:44:46,808 - mmaction - INFO - Epoch [142][440/940] lr: 1.682e-01, eta: 2 days, 2:26:18, time: 1.571, data_time: 0.005, memory: 9063, top1_acc: 0.4010, top5_acc: 0.6596, loss_cls: 2.6637, loss: 2.6637, grad_norm: 1.5947 2020-08-10 20:45:18,289 - mmaction - INFO - Epoch [142][460/940] lr: 1.682e-01, eta: 2 days, 2:25:24, time: 1.567, data_time: 0.004, memory: 9063, top1_acc: 0.4033, top5_acc: 0.6555, loss_cls: 2.6793, loss: 2.6793, grad_norm: 1.5548 2020-08-10 20:45:50,766 - mmaction - INFO - Epoch [142][480/940] lr: 1.682e-01, eta: 2 days, 2:24:41, time: 1.630, data_time: 0.010, memory: 9063, top1_acc: 0.4148, top5_acc: 0.6615, loss_cls: 2.6359, loss: 2.6359, grad_norm: 1.5463 2020-08-10 20:46:21,665 - mmaction - INFO - Epoch [142][500/940] lr: 1.682e-01, eta: 2 days, 2:23:43, time: 1.544, data_time: 0.005, memory: 9063, top1_acc: 0.4166, top5_acc: 0.6572, loss_cls: 2.6362, loss: 2.6362, grad_norm: 1.5209 2020-08-10 20:46:53,367 - mmaction - INFO - Epoch [142][520/940] lr: 1.682e-01, eta: 2 days, 2:22:52, time: 1.585, data_time: 0.005, memory: 9063, top1_acc: 0.4090, top5_acc: 0.6559, loss_cls: 2.6736, loss: 2.6736, grad_norm: 1.5757 2020-08-10 20:47:24,810 - mmaction - INFO - Epoch [142][540/940] lr: 1.682e-01, eta: 2 days, 2:21:59, time: 1.568, data_time: 0.008, memory: 9063, top1_acc: 0.4162, top5_acc: 0.6684, loss_cls: 2.6204, loss: 2.6204, grad_norm: 1.5461 2020-08-10 20:47:56,624 - mmaction - INFO - Epoch [142][560/940] lr: 1.682e-01, eta: 2 days, 2:21:10, time: 1.595, data_time: 0.008, memory: 9063, top1_acc: 0.4049, top5_acc: 0.6562, loss_cls: 2.6603, loss: 2.6603, grad_norm: 1.5490 2020-08-10 20:48:27,849 - mmaction - INFO - Epoch [142][580/940] lr: 1.682e-01, eta: 2 days, 2:20:15, time: 1.560, data_time: 0.006, memory: 9063, top1_acc: 0.4088, top5_acc: 0.6596, loss_cls: 2.6462, loss: 2.6462, grad_norm: 1.5750 2020-08-10 20:48:58,822 - mmaction - INFO - Epoch [142][600/940] lr: 1.682e-01, eta: 2 days, 2:19:18, time: 1.549, data_time: 0.006, memory: 9063, top1_acc: 0.4199, top5_acc: 0.6662, loss_cls: 2.6298, loss: 2.6298, grad_norm: 1.5596 2020-08-10 20:49:31,132 - mmaction - INFO - Epoch [142][620/940] lr: 1.682e-01, eta: 2 days, 2:18:33, time: 1.616, data_time: 0.005, memory: 9063, top1_acc: 0.4143, top5_acc: 0.6494, loss_cls: 2.6873, loss: 2.6873, grad_norm: 1.5650 2020-08-10 20:50:02,157 - mmaction - INFO - Epoch [142][640/940] lr: 1.682e-01, eta: 2 days, 2:17:36, time: 1.547, data_time: 0.008, memory: 9063, top1_acc: 0.4115, top5_acc: 0.6484, loss_cls: 2.6848, loss: 2.6848, grad_norm: 1.5869 2020-08-10 20:50:33,485 - mmaction - INFO - Epoch [142][660/940] lr: 1.682e-01, eta: 2 days, 2:16:44, time: 1.572, data_time: 0.008, memory: 9063, top1_acc: 0.4232, top5_acc: 0.6576, loss_cls: 2.6219, loss: 2.6219, grad_norm: 1.5329 2020-08-10 20:51:05,072 - mmaction - INFO - Epoch [142][680/940] lr: 1.682e-01, eta: 2 days, 2:15:53, time: 1.579, data_time: 0.004, memory: 9063, top1_acc: 0.4059, top5_acc: 0.6576, loss_cls: 2.6766, loss: 2.6766, grad_norm: 1.5479 2020-08-10 20:51:36,155 - mmaction - INFO - Epoch [142][700/940] lr: 1.682e-01, eta: 2 days, 2:14:57, time: 1.554, data_time: 0.002, memory: 9063, top1_acc: 0.4180, top5_acc: 0.6551, loss_cls: 2.6521, loss: 2.6521, grad_norm: 1.5331 2020-08-10 20:52:07,630 - mmaction - INFO - Epoch [142][720/940] lr: 1.682e-01, eta: 2 days, 2:14:05, time: 1.573, data_time: 0.009, memory: 9063, top1_acc: 0.4002, top5_acc: 0.6594, loss_cls: 2.6765, loss: 2.6765, grad_norm: 1.5718 2020-08-10 20:52:38,654 - mmaction - INFO - Epoch [142][740/940] lr: 1.682e-01, eta: 2 days, 2:13:09, time: 1.552, data_time: 0.005, memory: 9063, top1_acc: 0.4000, top5_acc: 0.6566, loss_cls: 2.6704, loss: 2.6704, grad_norm: 1.5509 2020-08-10 20:53:10,522 - mmaction - INFO - Epoch [142][760/940] lr: 1.682e-01, eta: 2 days, 2:12:21, time: 1.593, data_time: 0.003, memory: 9063, top1_acc: 0.4021, top5_acc: 0.6535, loss_cls: 2.6887, loss: 2.6887, grad_norm: 1.5262 2020-08-10 20:53:38,700 - mmaction - INFO - Epoch [142][780/940] lr: 1.682e-01, eta: 2 days, 2:11:01, time: 1.407, data_time: 0.006, memory: 9063, top1_acc: 0.4193, top5_acc: 0.6678, loss_cls: 2.6026, loss: 2.6026, grad_norm: 1.5493 2020-08-10 20:54:10,361 - mmaction - INFO - Epoch [142][800/940] lr: 1.682e-01, eta: 2 days, 2:10:11, time: 1.585, data_time: 0.006, memory: 9063, top1_acc: 0.4148, top5_acc: 0.6549, loss_cls: 2.6627, loss: 2.6627, grad_norm: 1.5530 2020-08-10 20:54:41,463 - mmaction - INFO - Epoch [142][820/940] lr: 1.682e-01, eta: 2 days, 2:09:17, time: 1.555, data_time: 0.005, memory: 9063, top1_acc: 0.4041, top5_acc: 0.6521, loss_cls: 2.6755, loss: 2.6755, grad_norm: 1.5401 2020-08-10 20:55:12,150 - mmaction - INFO - Epoch [142][840/940] lr: 1.682e-01, eta: 2 days, 2:08:18, time: 1.532, data_time: 0.005, memory: 9063, top1_acc: 0.4002, top5_acc: 0.6469, loss_cls: 2.7205, loss: 2.7205, grad_norm: 1.5413 2020-08-10 20:55:43,816 - mmaction - INFO - Epoch [142][860/940] lr: 1.682e-01, eta: 2 days, 2:07:29, time: 1.587, data_time: 0.005, memory: 9063, top1_acc: 0.4137, top5_acc: 0.6676, loss_cls: 2.6204, loss: 2.6204, grad_norm: 1.5391 2020-08-10 20:56:14,876 - mmaction - INFO - Epoch [142][880/940] lr: 1.682e-01, eta: 2 days, 2:06:34, time: 1.552, data_time: 0.004, memory: 9063, top1_acc: 0.4207, top5_acc: 0.6572, loss_cls: 2.6393, loss: 2.6393, grad_norm: 1.5790 2020-08-10 20:56:45,374 - mmaction - INFO - Epoch [142][900/940] lr: 1.682e-01, eta: 2 days, 2:05:34, time: 1.525, data_time: 0.005, memory: 9063, top1_acc: 0.4082, top5_acc: 0.6590, loss_cls: 2.6532, loss: 2.6532, grad_norm: 1.5433 2020-08-10 20:57:15,843 - mmaction - INFO - Epoch [142][920/940] lr: 1.682e-01, eta: 2 days, 2:04:34, time: 1.521, data_time: 0.006, memory: 9063, top1_acc: 0.4064, top5_acc: 0.6531, loss_cls: 2.6732, loss: 2.6732, grad_norm: 1.5723 2020-08-10 20:57:45,585 - mmaction - INFO - Epoch [142][940/940] lr: 1.682e-01, eta: 2 days, 2:03:29, time: 1.488, data_time: 0.007, memory: 9063, top1_acc: 0.3910, top5_acc: 0.6457, loss_cls: 2.7417, loss: 2.7417, grad_norm: 1.5835 2020-08-10 20:58:25,509 - mmaction - INFO - Epoch [143][20/940] lr: 1.658e-01, eta: 2 days, 2:03:44, time: 1.979, data_time: 0.539, memory: 9063, top1_acc: 0.4230, top5_acc: 0.6684, loss_cls: 2.5835, loss: 2.5835, grad_norm: 1.5556 2020-08-10 20:58:55,389 - mmaction - INFO - Epoch [143][40/940] lr: 1.658e-01, eta: 2 days, 2:02:40, time: 1.496, data_time: 0.006, memory: 9063, top1_acc: 0.4131, top5_acc: 0.6533, loss_cls: 2.6281, loss: 2.6281, grad_norm: 1.5642 2020-08-10 20:59:27,570 - mmaction - INFO - Epoch [143][60/940] lr: 1.658e-01, eta: 2 days, 2:01:54, time: 1.608, data_time: 0.003, memory: 9063, top1_acc: 0.4172, top5_acc: 0.6564, loss_cls: 2.6092, loss: 2.6092, grad_norm: 1.5719 2020-08-10 20:59:58,338 - mmaction - INFO - Epoch [143][80/940] lr: 1.658e-01, eta: 2 days, 2:00:57, time: 1.537, data_time: 0.007, memory: 9063, top1_acc: 0.4250, top5_acc: 0.6656, loss_cls: 2.5782, loss: 2.5782, grad_norm: 1.5555 2020-08-10 21:00:51,742 - mmaction - INFO - Epoch [143][100/940] lr: 1.658e-01, eta: 2 days, 2:03:01, time: 2.659, data_time: 0.014, memory: 9063, top1_acc: 0.4000, top5_acc: 0.6496, loss_cls: 2.6787, loss: 2.6787, grad_norm: 1.5503 2020-08-10 21:01:18,680 - mmaction - INFO - Epoch [143][120/940] lr: 1.658e-01, eta: 2 days, 2:01:36, time: 1.360, data_time: 0.027, memory: 9063, top1_acc: 0.4154, top5_acc: 0.6580, loss_cls: 2.6375, loss: 2.6375, grad_norm: 1.5354 2020-08-10 21:01:46,889 - mmaction - INFO - Epoch [143][140/940] lr: 1.658e-01, eta: 2 days, 2:00:18, time: 1.412, data_time: 0.007, memory: 9063, top1_acc: 0.4062, top5_acc: 0.6570, loss_cls: 2.6712, loss: 2.6712, grad_norm: 1.5854 2020-08-10 21:02:18,481 - mmaction - INFO - Epoch [143][160/940] lr: 1.658e-01, eta: 2 days, 1:59:28, time: 1.577, data_time: 0.009, memory: 9063, top1_acc: 0.4180, top5_acc: 0.6703, loss_cls: 2.5775, loss: 2.5775, grad_norm: 1.5304 2020-08-10 21:02:49,004 - mmaction - INFO - Epoch [143][180/940] lr: 1.658e-01, eta: 2 days, 1:58:30, time: 1.529, data_time: 0.007, memory: 9063, top1_acc: 0.4193, top5_acc: 0.6682, loss_cls: 2.5857, loss: 2.5857, grad_norm: 1.5821 2020-08-10 21:03:20,670 - mmaction - INFO - Epoch [143][200/940] lr: 1.658e-01, eta: 2 days, 1:57:40, time: 1.579, data_time: 0.005, memory: 9063, top1_acc: 0.4184, top5_acc: 0.6660, loss_cls: 2.5650, loss: 2.5650, grad_norm: 1.5485 2020-08-10 21:03:51,546 - mmaction - INFO - Epoch [143][220/940] lr: 1.658e-01, eta: 2 days, 1:56:45, time: 1.548, data_time: 0.007, memory: 9063, top1_acc: 0.4105, top5_acc: 0.6486, loss_cls: 2.6710, loss: 2.6710, grad_norm: 1.5999 2020-08-10 21:04:21,931 - mmaction - INFO - Epoch [143][240/940] lr: 1.658e-01, eta: 2 days, 1:55:45, time: 1.517, data_time: 0.005, memory: 9063, top1_acc: 0.4182, top5_acc: 0.6629, loss_cls: 2.6315, loss: 2.6315, grad_norm: 1.5728 2020-08-10 21:04:53,399 - mmaction - INFO - Epoch [143][260/940] lr: 1.658e-01, eta: 2 days, 1:54:54, time: 1.576, data_time: 0.005, memory: 9063, top1_acc: 0.4086, top5_acc: 0.6533, loss_cls: 2.6814, loss: 2.6814, grad_norm: 1.5812 2020-08-10 21:05:25,742 - mmaction - INFO - Epoch [143][280/940] lr: 1.658e-01, eta: 2 days, 1:54:10, time: 1.614, data_time: 0.005, memory: 9063, top1_acc: 0.4082, top5_acc: 0.6518, loss_cls: 2.6587, loss: 2.6587, grad_norm: 1.5815 2020-08-10 21:05:57,275 - mmaction - INFO - Epoch [143][300/940] lr: 1.658e-01, eta: 2 days, 1:53:20, time: 1.579, data_time: 0.006, memory: 9063, top1_acc: 0.4049, top5_acc: 0.6541, loss_cls: 2.6536, loss: 2.6536, grad_norm: 1.5640 2020-08-10 21:06:29,132 - mmaction - INFO - Epoch [143][320/940] lr: 1.658e-01, eta: 2 days, 1:52:32, time: 1.588, data_time: 0.005, memory: 9063, top1_acc: 0.4250, top5_acc: 0.6695, loss_cls: 2.5771, loss: 2.5771, grad_norm: 1.5430 2020-08-10 21:06:58,400 - mmaction - INFO - Epoch [143][340/940] lr: 1.658e-01, eta: 2 days, 1:51:24, time: 1.465, data_time: 0.008, memory: 9063, top1_acc: 0.4115, top5_acc: 0.6562, loss_cls: 2.6187, loss: 2.6187, grad_norm: 1.5800 2020-08-10 21:07:29,577 - mmaction - INFO - Epoch [143][360/940] lr: 1.658e-01, eta: 2 days, 1:50:32, time: 1.563, data_time: 0.007, memory: 9063, top1_acc: 0.4184, top5_acc: 0.6646, loss_cls: 2.6056, loss: 2.6056, grad_norm: 1.5486 2020-08-10 21:08:01,775 - mmaction - INFO - Epoch [143][380/940] lr: 1.658e-01, eta: 2 days, 1:49:47, time: 1.609, data_time: 0.005, memory: 9063, top1_acc: 0.4012, top5_acc: 0.6533, loss_cls: 2.6807, loss: 2.6807, grad_norm: 1.5790 2020-08-10 21:08:32,542 - mmaction - INFO - Epoch [143][400/940] lr: 1.658e-01, eta: 2 days, 1:48:51, time: 1.538, data_time: 0.005, memory: 9063, top1_acc: 0.4023, top5_acc: 0.6590, loss_cls: 2.6629, loss: 2.6629, grad_norm: 1.5464 2020-08-10 21:09:04,083 - mmaction - INFO - Epoch [143][420/940] lr: 1.658e-01, eta: 2 days, 1:48:02, time: 1.576, data_time: 0.007, memory: 9063, top1_acc: 0.4037, top5_acc: 0.6518, loss_cls: 2.6647, loss: 2.6647, grad_norm: 1.5794 2020-08-10 21:09:35,702 - mmaction - INFO - Epoch [143][440/940] lr: 1.658e-01, eta: 2 days, 1:47:13, time: 1.583, data_time: 0.008, memory: 9063, top1_acc: 0.4115, top5_acc: 0.6607, loss_cls: 2.6463, loss: 2.6463, grad_norm: 1.5570 2020-08-10 21:10:05,435 - mmaction - INFO - Epoch [143][460/940] lr: 1.658e-01, eta: 2 days, 1:46:09, time: 1.485, data_time: 0.002, memory: 9063, top1_acc: 0.4096, top5_acc: 0.6486, loss_cls: 2.6758, loss: 2.6758, grad_norm: 1.5725 2020-08-10 21:10:36,456 - mmaction - INFO - Epoch [143][480/940] lr: 1.658e-01, eta: 2 days, 1:45:15, time: 1.552, data_time: 0.005, memory: 9063, top1_acc: 0.4205, top5_acc: 0.6658, loss_cls: 2.5907, loss: 2.5907, grad_norm: 1.5421 2020-08-10 21:11:08,397 - mmaction - INFO - Epoch [143][500/940] lr: 1.658e-01, eta: 2 days, 1:44:28, time: 1.591, data_time: 0.007, memory: 9063, top1_acc: 0.4234, top5_acc: 0.6754, loss_cls: 2.5706, loss: 2.5706, grad_norm: 1.5480 2020-08-10 21:11:40,031 - mmaction - INFO - Epoch [143][520/940] lr: 1.658e-01, eta: 2 days, 1:43:40, time: 1.588, data_time: 0.009, memory: 9063, top1_acc: 0.4150, top5_acc: 0.6627, loss_cls: 2.6226, loss: 2.6226, grad_norm: 1.5589 2020-08-10 21:12:11,030 - mmaction - INFO - Epoch [143][540/940] lr: 1.658e-01, eta: 2 days, 1:42:46, time: 1.547, data_time: 0.005, memory: 9063, top1_acc: 0.4096, top5_acc: 0.6588, loss_cls: 2.6362, loss: 2.6362, grad_norm: 1.5508 2020-08-10 21:12:42,339 - mmaction - INFO - Epoch [143][560/940] lr: 1.658e-01, eta: 2 days, 1:41:55, time: 1.566, data_time: 0.007, memory: 9063, top1_acc: 0.4201, top5_acc: 0.6596, loss_cls: 2.6391, loss: 2.6391, grad_norm: 1.6044 2020-08-10 21:13:15,543 - mmaction - INFO - Epoch [143][580/940] lr: 1.658e-01, eta: 2 days, 1:41:19, time: 1.662, data_time: 0.005, memory: 9063, top1_acc: 0.4055, top5_acc: 0.6551, loss_cls: 2.6620, loss: 2.6620, grad_norm: 1.6110 2020-08-10 21:13:47,002 - mmaction - INFO - Epoch [143][600/940] lr: 1.658e-01, eta: 2 days, 1:40:29, time: 1.570, data_time: 0.005, memory: 9063, top1_acc: 0.4070, top5_acc: 0.6625, loss_cls: 2.6502, loss: 2.6502, grad_norm: 1.5540 2020-08-10 21:14:19,342 - mmaction - INFO - Epoch [143][620/940] lr: 1.658e-01, eta: 2 days, 1:39:46, time: 1.620, data_time: 0.006, memory: 9063, top1_acc: 0.4029, top5_acc: 0.6631, loss_cls: 2.6492, loss: 2.6492, grad_norm: 1.5924 2020-08-10 21:14:51,741 - mmaction - INFO - Epoch [143][640/940] lr: 1.658e-01, eta: 2 days, 1:39:03, time: 1.618, data_time: 0.005, memory: 9063, top1_acc: 0.4092, top5_acc: 0.6562, loss_cls: 2.6654, loss: 2.6654, grad_norm: 1.5671 2020-08-10 21:15:25,745 - mmaction - INFO - Epoch [143][660/940] lr: 1.658e-01, eta: 2 days, 1:38:33, time: 1.701, data_time: 0.006, memory: 9063, top1_acc: 0.3969, top5_acc: 0.6498, loss_cls: 2.7004, loss: 2.7004, grad_norm: 1.5559 2020-08-10 21:15:58,592 - mmaction - INFO - Epoch [143][680/940] lr: 1.658e-01, eta: 2 days, 1:37:54, time: 1.644, data_time: 0.005, memory: 9063, top1_acc: 0.4057, top5_acc: 0.6602, loss_cls: 2.6686, loss: 2.6686, grad_norm: 1.5799 2020-08-10 21:16:32,390 - mmaction - INFO - Epoch [143][700/940] lr: 1.658e-01, eta: 2 days, 1:37:22, time: 1.689, data_time: 0.005, memory: 9063, top1_acc: 0.4205, top5_acc: 0.6645, loss_cls: 2.6043, loss: 2.6043, grad_norm: 1.5837 2020-08-10 21:17:06,178 - mmaction - INFO - Epoch [143][720/940] lr: 1.658e-01, eta: 2 days, 1:36:50, time: 1.685, data_time: 0.005, memory: 9063, top1_acc: 0.4041, top5_acc: 0.6566, loss_cls: 2.6508, loss: 2.6508, grad_norm: 1.5721 2020-08-10 21:17:38,782 - mmaction - INFO - Epoch [143][740/940] lr: 1.658e-01, eta: 2 days, 1:36:10, time: 1.635, data_time: 0.011, memory: 9063, top1_acc: 0.4025, top5_acc: 0.6561, loss_cls: 2.6887, loss: 2.6887, grad_norm: 1.5591 2020-08-10 21:18:12,740 - mmaction - INFO - Epoch [143][760/940] lr: 1.658e-01, eta: 2 days, 1:35:39, time: 1.697, data_time: 0.005, memory: 9063, top1_acc: 0.4008, top5_acc: 0.6498, loss_cls: 2.6773, loss: 2.6773, grad_norm: 1.5671 2020-08-10 21:18:46,028 - mmaction - INFO - Epoch [143][780/940] lr: 1.658e-01, eta: 2 days, 1:35:03, time: 1.664, data_time: 0.007, memory: 9063, top1_acc: 0.4270, top5_acc: 0.6762, loss_cls: 2.6033, loss: 2.6033, grad_norm: 1.5703 2020-08-10 21:19:19,897 - mmaction - INFO - Epoch [143][800/940] lr: 1.658e-01, eta: 2 days, 1:34:33, time: 1.695, data_time: 0.006, memory: 9063, top1_acc: 0.4074, top5_acc: 0.6533, loss_cls: 2.6550, loss: 2.6550, grad_norm: 1.5743 2020-08-10 21:19:54,177 - mmaction - INFO - Epoch [143][820/940] lr: 1.658e-01, eta: 2 days, 1:34:04, time: 1.711, data_time: 0.006, memory: 9063, top1_acc: 0.4010, top5_acc: 0.6590, loss_cls: 2.6727, loss: 2.6727, grad_norm: 1.5986 2020-08-10 21:20:29,214 - mmaction - INFO - Epoch [143][840/940] lr: 1.658e-01, eta: 2 days, 1:33:41, time: 1.749, data_time: 0.007, memory: 9063, top1_acc: 0.4127, top5_acc: 0.6537, loss_cls: 2.6665, loss: 2.6665, grad_norm: 1.6175 2020-08-10 21:21:04,022 - mmaction - INFO - Epoch [143][860/940] lr: 1.658e-01, eta: 2 days, 1:33:18, time: 1.745, data_time: 0.012, memory: 9063, top1_acc: 0.4111, top5_acc: 0.6582, loss_cls: 2.6684, loss: 2.6684, grad_norm: 1.5871 2020-08-10 21:21:37,529 - mmaction - INFO - Epoch [143][880/940] lr: 1.658e-01, eta: 2 days, 1:32:44, time: 1.677, data_time: 0.005, memory: 9063, top1_acc: 0.4113, top5_acc: 0.6518, loss_cls: 2.6797, loss: 2.6797, grad_norm: 1.6098 2020-08-10 21:22:11,043 - mmaction - INFO - Epoch [143][900/940] lr: 1.658e-01, eta: 2 days, 1:32:10, time: 1.674, data_time: 0.005, memory: 9063, top1_acc: 0.4137, top5_acc: 0.6656, loss_cls: 2.6230, loss: 2.6230, grad_norm: 1.5512 2020-08-10 21:22:43,970 - mmaction - INFO - Epoch [143][920/940] lr: 1.658e-01, eta: 2 days, 1:31:32, time: 1.648, data_time: 0.005, memory: 9063, top1_acc: 0.4201, top5_acc: 0.6691, loss_cls: 2.6095, loss: 2.6095, grad_norm: 1.5853 2020-08-10 21:23:16,541 - mmaction - INFO - Epoch [143][940/940] lr: 1.658e-01, eta: 2 days, 1:30:51, time: 1.629, data_time: 0.003, memory: 9063, top1_acc: 0.3957, top5_acc: 0.6477, loss_cls: 2.7215, loss: 2.7215, grad_norm: 1.5913 2020-08-10 21:23:59,536 - mmaction - INFO - Epoch [144][20/940] lr: 1.634e-01, eta: 2 days, 1:31:24, time: 2.125, data_time: 0.623, memory: 9063, top1_acc: 0.4084, top5_acc: 0.6518, loss_cls: 2.6205, loss: 2.6205, grad_norm: 1.5808 2020-08-10 21:24:32,810 - mmaction - INFO - Epoch [144][40/940] lr: 1.634e-01, eta: 2 days, 1:30:49, time: 1.668, data_time: 0.007, memory: 9063, top1_acc: 0.4225, top5_acc: 0.6643, loss_cls: 2.6026, loss: 2.6026, grad_norm: 1.5827 2020-08-10 21:25:06,107 - mmaction - INFO - Epoch [144][60/940] lr: 1.634e-01, eta: 2 days, 1:30:13, time: 1.665, data_time: 0.005, memory: 9063, top1_acc: 0.4158, top5_acc: 0.6604, loss_cls: 2.6358, loss: 2.6358, grad_norm: 1.5888 2020-08-10 21:25:36,883 - mmaction - INFO - Epoch [144][80/940] lr: 1.634e-01, eta: 2 days, 1:29:19, time: 1.538, data_time: 0.002, memory: 9063, top1_acc: 0.4049, top5_acc: 0.6432, loss_cls: 2.6998, loss: 2.6998, grad_norm: 1.5700 2020-08-10 21:26:09,193 - mmaction - INFO - Epoch [144][100/940] lr: 1.634e-01, eta: 2 days, 1:28:36, time: 1.614, data_time: 0.005, memory: 9063, top1_acc: 0.4234, top5_acc: 0.6600, loss_cls: 2.6210, loss: 2.6210, grad_norm: 1.5604 2020-08-10 21:26:42,402 - mmaction - INFO - Epoch [144][120/940] lr: 1.634e-01, eta: 2 days, 1:28:00, time: 1.662, data_time: 0.006, memory: 9063, top1_acc: 0.4154, top5_acc: 0.6641, loss_cls: 2.6083, loss: 2.6083, grad_norm: 1.5786 2020-08-10 21:27:15,968 - mmaction - INFO - Epoch [144][140/940] lr: 1.634e-01, eta: 2 days, 1:27:26, time: 1.677, data_time: 0.005, memory: 9063, top1_acc: 0.4189, top5_acc: 0.6625, loss_cls: 2.6420, loss: 2.6420, grad_norm: 1.5756 2020-08-10 21:27:48,492 - mmaction - INFO - Epoch [144][160/940] lr: 1.634e-01, eta: 2 days, 1:26:44, time: 1.626, data_time: 0.008, memory: 9063, top1_acc: 0.4076, top5_acc: 0.6586, loss_cls: 2.6524, loss: 2.6524, grad_norm: 1.5874 2020-08-10 21:28:20,399 - mmaction - INFO - Epoch [144][180/940] lr: 1.634e-01, eta: 2 days, 1:25:59, time: 1.598, data_time: 0.006, memory: 9063, top1_acc: 0.4176, top5_acc: 0.6680, loss_cls: 2.6019, loss: 2.6019, grad_norm: 1.5582 2020-08-10 21:28:53,255 - mmaction - INFO - Epoch [144][200/940] lr: 1.634e-01, eta: 2 days, 1:25:20, time: 1.642, data_time: 0.005, memory: 9063, top1_acc: 0.4146, top5_acc: 0.6629, loss_cls: 2.6094, loss: 2.6094, grad_norm: 1.5915 2020-08-10 21:29:25,946 - mmaction - INFO - Epoch [144][220/940] lr: 1.634e-01, eta: 2 days, 1:24:40, time: 1.635, data_time: 0.003, memory: 9063, top1_acc: 0.4080, top5_acc: 0.6600, loss_cls: 2.6557, loss: 2.6557, grad_norm: 1.5564 2020-08-10 21:29:57,217 - mmaction - INFO - Epoch [144][240/940] lr: 1.634e-01, eta: 2 days, 1:23:49, time: 1.562, data_time: 0.005, memory: 9063, top1_acc: 0.4131, top5_acc: 0.6564, loss_cls: 2.6651, loss: 2.6651, grad_norm: 1.6116 2020-08-10 21:30:29,612 - mmaction - INFO - Epoch [144][260/940] lr: 1.634e-01, eta: 2 days, 1:23:07, time: 1.621, data_time: 0.006, memory: 9063, top1_acc: 0.4115, top5_acc: 0.6559, loss_cls: 2.6380, loss: 2.6380, grad_norm: 1.5729 2020-08-10 21:31:01,948 - mmaction - INFO - Epoch [144][280/940] lr: 1.634e-01, eta: 2 days, 1:22:25, time: 1.617, data_time: 0.003, memory: 9063, top1_acc: 0.4047, top5_acc: 0.6604, loss_cls: 2.6680, loss: 2.6680, grad_norm: 1.6043 2020-08-10 21:31:34,076 - mmaction - INFO - Epoch [144][300/940] lr: 1.634e-01, eta: 2 days, 1:21:40, time: 1.605, data_time: 0.006, memory: 9063, top1_acc: 0.4158, top5_acc: 0.6740, loss_cls: 2.6307, loss: 2.6307, grad_norm: 1.6179 2020-08-10 21:32:05,824 - mmaction - INFO - Epoch [144][320/940] lr: 1.634e-01, eta: 2 days, 1:20:54, time: 1.588, data_time: 0.005, memory: 9063, top1_acc: 0.4029, top5_acc: 0.6504, loss_cls: 2.6906, loss: 2.6906, grad_norm: 1.5497 2020-08-10 21:32:39,561 - mmaction - INFO - Epoch [144][340/940] lr: 1.634e-01, eta: 2 days, 1:20:21, time: 1.682, data_time: 0.006, memory: 9063, top1_acc: 0.4143, top5_acc: 0.6656, loss_cls: 2.5768, loss: 2.5768, grad_norm: 1.5744 2020-08-10 21:33:10,913 - mmaction - INFO - Epoch [144][360/940] lr: 1.634e-01, eta: 2 days, 1:19:32, time: 1.574, data_time: 0.008, memory: 9063, top1_acc: 0.4111, top5_acc: 0.6613, loss_cls: 2.6225, loss: 2.6225, grad_norm: 1.5961 2020-08-10 21:33:43,218 - mmaction - INFO - Epoch [144][380/940] lr: 1.634e-01, eta: 2 days, 1:18:49, time: 1.612, data_time: 0.007, memory: 9063, top1_acc: 0.4117, top5_acc: 0.6492, loss_cls: 2.6517, loss: 2.6517, grad_norm: 1.5407 2020-08-10 21:34:14,920 - mmaction - INFO - Epoch [144][400/940] lr: 1.634e-01, eta: 2 days, 1:18:02, time: 1.588, data_time: 0.007, memory: 9063, top1_acc: 0.4047, top5_acc: 0.6662, loss_cls: 2.6450, loss: 2.6450, grad_norm: 1.5993 2020-08-10 21:34:47,827 - mmaction - INFO - Epoch [144][420/940] lr: 1.634e-01, eta: 2 days, 1:17:24, time: 1.644, data_time: 0.006, memory: 9063, top1_acc: 0.4170, top5_acc: 0.6639, loss_cls: 2.6071, loss: 2.6071, grad_norm: 1.5575 2020-08-10 21:35:20,377 - mmaction - INFO - Epoch [144][440/940] lr: 1.634e-01, eta: 2 days, 1:16:43, time: 1.627, data_time: 0.005, memory: 9063, top1_acc: 0.4002, top5_acc: 0.6490, loss_cls: 2.6971, loss: 2.6971, grad_norm: 1.5734 2020-08-10 21:35:52,515 - mmaction - INFO - Epoch [144][460/940] lr: 1.634e-01, eta: 2 days, 1:16:00, time: 1.609, data_time: 0.007, memory: 9063, top1_acc: 0.4055, top5_acc: 0.6564, loss_cls: 2.6904, loss: 2.6904, grad_norm: 1.5436 2020-08-10 21:36:24,634 - mmaction - INFO - Epoch [144][480/940] lr: 1.634e-01, eta: 2 days, 1:15:15, time: 1.603, data_time: 0.005, memory: 9063, top1_acc: 0.4109, top5_acc: 0.6547, loss_cls: 2.6635, loss: 2.6635, grad_norm: 1.5805 2020-08-10 21:36:56,681 - mmaction - INFO - Epoch [144][500/940] lr: 1.634e-01, eta: 2 days, 1:14:31, time: 1.605, data_time: 0.006, memory: 9063, top1_acc: 0.4230, top5_acc: 0.6615, loss_cls: 2.6384, loss: 2.6384, grad_norm: 1.5669 2020-08-10 21:37:28,794 - mmaction - INFO - Epoch [144][520/940] lr: 1.634e-01, eta: 2 days, 1:13:47, time: 1.605, data_time: 0.005, memory: 9063, top1_acc: 0.4150, top5_acc: 0.6682, loss_cls: 2.6029, loss: 2.6029, grad_norm: 1.5582 2020-08-10 21:38:00,382 - mmaction - INFO - Epoch [144][540/940] lr: 1.634e-01, eta: 2 days, 1:13:00, time: 1.581, data_time: 0.005, memory: 9063, top1_acc: 0.4166, top5_acc: 0.6684, loss_cls: 2.5943, loss: 2.5943, grad_norm: 1.5827 2020-08-10 21:38:32,841 - mmaction - INFO - Epoch [144][560/940] lr: 1.634e-01, eta: 2 days, 1:12:18, time: 1.621, data_time: 0.004, memory: 9063, top1_acc: 0.4072, top5_acc: 0.6486, loss_cls: 2.6579, loss: 2.6579, grad_norm: 1.6005 2020-08-10 21:39:06,164 - mmaction - INFO - Epoch [144][580/940] lr: 1.634e-01, eta: 2 days, 1:11:43, time: 1.666, data_time: 0.005, memory: 9063, top1_acc: 0.4115, top5_acc: 0.6564, loss_cls: 2.6416, loss: 2.6416, grad_norm: 1.5704 2020-08-10 21:39:37,220 - mmaction - INFO - Epoch [144][600/940] lr: 1.634e-01, eta: 2 days, 1:10:52, time: 1.556, data_time: 0.007, memory: 9063, top1_acc: 0.4143, top5_acc: 0.6654, loss_cls: 2.6243, loss: 2.6243, grad_norm: 1.5848 2020-08-10 21:40:09,789 - mmaction - INFO - Epoch [144][620/940] lr: 1.634e-01, eta: 2 days, 1:10:12, time: 1.628, data_time: 0.005, memory: 9063, top1_acc: 0.4059, top5_acc: 0.6621, loss_cls: 2.6807, loss: 2.6807, grad_norm: 1.5914 2020-08-10 21:40:42,147 - mmaction - INFO - Epoch [144][640/940] lr: 1.634e-01, eta: 2 days, 1:09:30, time: 1.618, data_time: 0.002, memory: 9063, top1_acc: 0.4055, top5_acc: 0.6568, loss_cls: 2.6592, loss: 2.6592, grad_norm: 1.5803 2020-08-10 21:41:13,803 - mmaction - INFO - Epoch [144][660/940] lr: 1.634e-01, eta: 2 days, 1:08:43, time: 1.578, data_time: 0.005, memory: 9063, top1_acc: 0.4160, top5_acc: 0.6705, loss_cls: 2.6029, loss: 2.6029, grad_norm: 1.5886 2020-08-10 21:41:45,954 - mmaction - INFO - Epoch [144][680/940] lr: 1.634e-01, eta: 2 days, 1:08:00, time: 1.613, data_time: 0.007, memory: 9063, top1_acc: 0.4045, top5_acc: 0.6605, loss_cls: 2.6513, loss: 2.6513, grad_norm: 1.6106 2020-08-10 21:42:17,190 - mmaction - INFO - Epoch [144][700/940] lr: 1.634e-01, eta: 2 days, 1:07:10, time: 1.560, data_time: 0.007, memory: 9063, top1_acc: 0.4008, top5_acc: 0.6537, loss_cls: 2.6792, loss: 2.6792, grad_norm: 1.5847 2020-08-10 21:42:49,432 - mmaction - INFO - Epoch [144][720/940] lr: 1.634e-01, eta: 2 days, 1:06:28, time: 1.613, data_time: 0.005, memory: 9063, top1_acc: 0.4057, top5_acc: 0.6607, loss_cls: 2.6264, loss: 2.6264, grad_norm: 1.5328 2020-08-10 21:43:22,047 - mmaction - INFO - Epoch [144][740/940] lr: 1.634e-01, eta: 2 days, 1:05:47, time: 1.629, data_time: 0.007, memory: 9063, top1_acc: 0.4123, top5_acc: 0.6631, loss_cls: 2.6244, loss: 2.6244, grad_norm: 1.5848 2020-08-10 21:43:52,370 - mmaction - INFO - Epoch [144][760/940] lr: 1.634e-01, eta: 2 days, 1:04:51, time: 1.518, data_time: 0.006, memory: 9063, top1_acc: 0.4146, top5_acc: 0.6598, loss_cls: 2.6305, loss: 2.6305, grad_norm: 1.5805 2020-08-10 21:44:23,816 - mmaction - INFO - Epoch [144][780/940] lr: 1.634e-01, eta: 2 days, 1:04:03, time: 1.569, data_time: 0.005, memory: 9063, top1_acc: 0.4184, top5_acc: 0.6656, loss_cls: 2.6051, loss: 2.6051, grad_norm: 1.5587 2020-08-10 21:44:55,414 - mmaction - INFO - Epoch [144][800/940] lr: 1.634e-01, eta: 2 days, 1:03:16, time: 1.583, data_time: 0.007, memory: 9063, top1_acc: 0.4115, top5_acc: 0.6496, loss_cls: 2.6699, loss: 2.6699, grad_norm: 1.5984 2020-08-10 21:45:27,650 - mmaction - INFO - Epoch [144][820/940] lr: 1.634e-01, eta: 2 days, 1:02:34, time: 1.610, data_time: 0.006, memory: 9063, top1_acc: 0.4260, top5_acc: 0.6715, loss_cls: 2.5907, loss: 2.5907, grad_norm: 1.5517 2020-08-10 21:45:58,755 - mmaction - INFO - Epoch [144][840/940] lr: 1.634e-01, eta: 2 days, 1:01:44, time: 1.558, data_time: 0.006, memory: 9063, top1_acc: 0.4066, top5_acc: 0.6471, loss_cls: 2.7027, loss: 2.7027, grad_norm: 1.5814 2020-08-10 21:46:28,814 - mmaction - INFO - Epoch [144][860/940] lr: 1.634e-01, eta: 2 days, 1:00:45, time: 1.500, data_time: 0.004, memory: 9063, top1_acc: 0.4330, top5_acc: 0.6689, loss_cls: 2.5654, loss: 2.5654, grad_norm: 1.5289 2020-08-10 21:47:00,321 - mmaction - INFO - Epoch [144][880/940] lr: 1.634e-01, eta: 2 days, 0:59:58, time: 1.577, data_time: 0.006, memory: 9063, top1_acc: 0.4041, top5_acc: 0.6586, loss_cls: 2.6503, loss: 2.6503, grad_norm: 1.5848 2020-08-10 21:47:32,511 - mmaction - INFO - Epoch [144][900/940] lr: 1.634e-01, eta: 2 days, 0:59:15, time: 1.608, data_time: 0.005, memory: 9063, top1_acc: 0.4078, top5_acc: 0.6574, loss_cls: 2.6305, loss: 2.6305, grad_norm: 1.5577 2020-08-10 21:48:04,761 - mmaction - INFO - Epoch [144][920/940] lr: 1.634e-01, eta: 2 days, 0:58:33, time: 1.614, data_time: 0.004, memory: 9063, top1_acc: 0.3961, top5_acc: 0.6529, loss_cls: 2.6923, loss: 2.6923, grad_norm: 1.5882 2020-08-10 21:48:35,420 - mmaction - INFO - Epoch [144][940/940] lr: 1.634e-01, eta: 2 days, 0:57:40, time: 1.532, data_time: 0.005, memory: 9063, top1_acc: 0.4091, top5_acc: 0.6607, loss_cls: 2.6457, loss: 2.6457, grad_norm: 1.5532 2020-08-10 21:48:35,777 - mmaction - INFO - Saving checkpoint at 144 epochs 2020-08-10 21:49:13,102 - mmaction - INFO - Epoch [145][20/940] lr: 1.610e-01, eta: 2 days, 0:57:17, time: 1.746, data_time: 0.351, memory: 9063, top1_acc: 0.4252, top5_acc: 0.6777, loss_cls: 2.5665, loss: 2.5665, grad_norm: 1.5544 2020-08-10 21:49:42,927 - mmaction - INFO - Epoch [145][40/940] lr: 1.610e-01, eta: 2 days, 0:56:18, time: 1.494, data_time: 0.006, memory: 9063, top1_acc: 0.4135, top5_acc: 0.6643, loss_cls: 2.6143, loss: 2.6143, grad_norm: 1.6010 2020-08-10 21:50:14,050 - mmaction - INFO - Epoch [145][60/940] lr: 1.610e-01, eta: 2 days, 0:55:28, time: 1.554, data_time: 0.006, memory: 9063, top1_acc: 0.4115, top5_acc: 0.6523, loss_cls: 2.6666, loss: 2.6666, grad_norm: 1.6032 2020-08-10 21:50:45,349 - mmaction - INFO - Epoch [145][80/940] lr: 1.610e-01, eta: 2 days, 0:54:39, time: 1.567, data_time: 0.006, memory: 9063, top1_acc: 0.4154, top5_acc: 0.6646, loss_cls: 2.6341, loss: 2.6341, grad_norm: 1.5594 2020-08-10 21:51:17,847 - mmaction - INFO - Epoch [145][100/940] lr: 1.610e-01, eta: 2 days, 0:53:59, time: 1.625, data_time: 0.005, memory: 9063, top1_acc: 0.4139, top5_acc: 0.6627, loss_cls: 2.6104, loss: 2.6104, grad_norm: 1.6000 2020-08-10 21:51:49,737 - mmaction - INFO - Epoch [145][120/940] lr: 1.610e-01, eta: 2 days, 0:53:15, time: 1.595, data_time: 0.003, memory: 9063, top1_acc: 0.4252, top5_acc: 0.6707, loss_cls: 2.5830, loss: 2.5830, grad_norm: 1.6003 2020-08-10 21:52:18,776 - mmaction - INFO - Epoch [145][140/940] lr: 1.610e-01, eta: 2 days, 0:52:10, time: 1.450, data_time: 0.009, memory: 9063, top1_acc: 0.4064, top5_acc: 0.6689, loss_cls: 2.6171, loss: 2.6171, grad_norm: 1.6047 2020-08-10 21:52:49,614 - mmaction - INFO - Epoch [145][160/940] lr: 1.610e-01, eta: 2 days, 0:51:18, time: 1.542, data_time: 0.006, memory: 9063, top1_acc: 0.4129, top5_acc: 0.6586, loss_cls: 2.6338, loss: 2.6338, grad_norm: 1.5862 2020-08-10 21:53:21,636 - mmaction - INFO - Epoch [145][180/940] lr: 1.610e-01, eta: 2 days, 0:50:35, time: 1.603, data_time: 0.006, memory: 9063, top1_acc: 0.4117, top5_acc: 0.6615, loss_cls: 2.6590, loss: 2.6590, grad_norm: 1.6210 2020-08-10 21:53:53,007 - mmaction - INFO - Epoch [145][200/940] lr: 1.610e-01, eta: 2 days, 0:49:47, time: 1.567, data_time: 0.005, memory: 9063, top1_acc: 0.3953, top5_acc: 0.6557, loss_cls: 2.6852, loss: 2.6852, grad_norm: 1.6165 2020-08-10 21:54:24,765 - mmaction - INFO - Epoch [145][220/940] lr: 1.610e-01, eta: 2 days, 0:49:02, time: 1.589, data_time: 0.005, memory: 9063, top1_acc: 0.4111, top5_acc: 0.6611, loss_cls: 2.6496, loss: 2.6496, grad_norm: 1.5682 2020-08-10 21:54:56,972 - mmaction - INFO - Epoch [145][240/940] lr: 1.610e-01, eta: 2 days, 0:48:20, time: 1.609, data_time: 0.005, memory: 9063, top1_acc: 0.4084, top5_acc: 0.6619, loss_cls: 2.6410, loss: 2.6410, grad_norm: 1.5882 2020-08-10 21:55:28,330 - mmaction - INFO - Epoch [145][260/940] lr: 1.610e-01, eta: 2 days, 0:47:32, time: 1.565, data_time: 0.005, memory: 9063, top1_acc: 0.4209, top5_acc: 0.6641, loss_cls: 2.6106, loss: 2.6106, grad_norm: 1.5923 2020-08-10 21:55:59,434 - mmaction - INFO - Epoch [145][280/940] lr: 1.610e-01, eta: 2 days, 0:46:43, time: 1.557, data_time: 0.010, memory: 9063, top1_acc: 0.4182, top5_acc: 0.6596, loss_cls: 2.6171, loss: 2.6171, grad_norm: 1.6116 2020-08-10 21:56:30,540 - mmaction - INFO - Epoch [145][300/940] lr: 1.610e-01, eta: 2 days, 0:45:53, time: 1.558, data_time: 0.006, memory: 9063, top1_acc: 0.4139, top5_acc: 0.6637, loss_cls: 2.6194, loss: 2.6194, grad_norm: 1.5742 2020-08-10 21:57:01,701 - mmaction - INFO - Epoch [145][320/940] lr: 1.610e-01, eta: 2 days, 0:45:04, time: 1.556, data_time: 0.005, memory: 9063, top1_acc: 0.4166, top5_acc: 0.6699, loss_cls: 2.6023, loss: 2.6023, grad_norm: 1.5618 2020-08-10 21:57:32,180 - mmaction - INFO - Epoch [145][340/940] lr: 1.610e-01, eta: 2 days, 0:44:10, time: 1.522, data_time: 0.006, memory: 9063, top1_acc: 0.4172, top5_acc: 0.6666, loss_cls: 2.6301, loss: 2.6301, grad_norm: 1.5577 2020-08-10 21:58:03,991 - mmaction - INFO - Epoch [145][360/940] lr: 1.610e-01, eta: 2 days, 0:43:26, time: 1.593, data_time: 0.009, memory: 9063, top1_acc: 0.4293, top5_acc: 0.6664, loss_cls: 2.6034, loss: 2.6034, grad_norm: 1.6197 2020-08-10 21:58:35,160 - mmaction - INFO - Epoch [145][380/940] lr: 1.610e-01, eta: 2 days, 0:42:37, time: 1.560, data_time: 0.006, memory: 9063, top1_acc: 0.4115, top5_acc: 0.6633, loss_cls: 2.6225, loss: 2.6225, grad_norm: 1.5781 2020-08-10 21:59:07,450 - mmaction - INFO - Epoch [145][400/940] lr: 1.610e-01, eta: 2 days, 0:41:56, time: 1.611, data_time: 0.005, memory: 9063, top1_acc: 0.4135, top5_acc: 0.6660, loss_cls: 2.5986, loss: 2.5986, grad_norm: 1.6022 2020-08-10 21:59:39,066 - mmaction - INFO - Epoch [145][420/940] lr: 1.610e-01, eta: 2 days, 0:41:10, time: 1.585, data_time: 0.007, memory: 9063, top1_acc: 0.4111, top5_acc: 0.6680, loss_cls: 2.5994, loss: 2.5994, grad_norm: 1.6054 2020-08-10 22:00:12,785 - mmaction - INFO - Epoch [145][440/940] lr: 1.610e-01, eta: 2 days, 0:40:38, time: 1.680, data_time: 0.006, memory: 9063, top1_acc: 0.4051, top5_acc: 0.6625, loss_cls: 2.6571, loss: 2.6571, grad_norm: 1.5817 2020-08-10 22:00:45,336 - mmaction - INFO - Epoch [145][460/940] lr: 1.610e-01, eta: 2 days, 0:39:59, time: 1.633, data_time: 0.015, memory: 9063, top1_acc: 0.4197, top5_acc: 0.6674, loss_cls: 2.6087, loss: 2.6087, grad_norm: 1.5516 2020-08-10 22:01:17,228 - mmaction - INFO - Epoch [145][480/940] lr: 1.610e-01, eta: 2 days, 0:39:15, time: 1.593, data_time: 0.005, memory: 9063, top1_acc: 0.4094, top5_acc: 0.6684, loss_cls: 2.6176, loss: 2.6176, grad_norm: 1.5863 2020-08-10 22:01:50,756 - mmaction - INFO - Epoch [145][500/940] lr: 1.610e-01, eta: 2 days, 0:38:43, time: 1.678, data_time: 0.005, memory: 9063, top1_acc: 0.4193, top5_acc: 0.6709, loss_cls: 2.5639, loss: 2.5639, grad_norm: 1.5842 2020-08-10 22:02:23,435 - mmaction - INFO - Epoch [145][520/940] lr: 1.610e-01, eta: 2 days, 0:38:04, time: 1.634, data_time: 0.005, memory: 9063, top1_acc: 0.4135, top5_acc: 0.6684, loss_cls: 2.6219, loss: 2.6219, grad_norm: 1.6168 2020-08-10 22:02:56,143 - mmaction - INFO - Epoch [145][540/940] lr: 1.610e-01, eta: 2 days, 0:37:26, time: 1.634, data_time: 0.006, memory: 9063, top1_acc: 0.3875, top5_acc: 0.6432, loss_cls: 2.7382, loss: 2.7382, grad_norm: 1.5765 2020-08-10 22:03:28,462 - mmaction - INFO - Epoch [145][560/940] lr: 1.610e-01, eta: 2 days, 0:36:45, time: 1.617, data_time: 0.005, memory: 9063, top1_acc: 0.4180, top5_acc: 0.6697, loss_cls: 2.5709, loss: 2.5709, grad_norm: 1.5644 2020-08-10 22:04:02,172 - mmaction - INFO - Epoch [145][580/940] lr: 1.610e-01, eta: 2 days, 0:36:13, time: 1.683, data_time: 0.006, memory: 9063, top1_acc: 0.4244, top5_acc: 0.6730, loss_cls: 2.5807, loss: 2.5807, grad_norm: 1.5737 2020-08-10 22:04:35,502 - mmaction - INFO - Epoch [145][600/940] lr: 1.610e-01, eta: 2 days, 0:35:40, time: 1.669, data_time: 0.007, memory: 9063, top1_acc: 0.4090, top5_acc: 0.6596, loss_cls: 2.6409, loss: 2.6409, grad_norm: 1.6000 2020-08-10 22:05:09,503 - mmaction - INFO - Epoch [145][620/940] lr: 1.610e-01, eta: 2 days, 0:35:10, time: 1.700, data_time: 0.005, memory: 9063, top1_acc: 0.4158, top5_acc: 0.6713, loss_cls: 2.5845, loss: 2.5845, grad_norm: 1.6004 2020-08-10 22:05:42,814 - mmaction - INFO - Epoch [145][640/940] lr: 1.610e-01, eta: 2 days, 0:34:36, time: 1.666, data_time: 0.002, memory: 9063, top1_acc: 0.4111, top5_acc: 0.6504, loss_cls: 2.6827, loss: 2.6827, grad_norm: 1.6035 2020-08-10 22:06:16,504 - mmaction - INFO - Epoch [145][660/940] lr: 1.610e-01, eta: 2 days, 0:34:04, time: 1.682, data_time: 0.004, memory: 9063, top1_acc: 0.4033, top5_acc: 0.6508, loss_cls: 2.6978, loss: 2.6978, grad_norm: 1.5889 2020-08-10 22:06:50,290 - mmaction - INFO - Epoch [145][680/940] lr: 1.610e-01, eta: 2 days, 0:33:33, time: 1.691, data_time: 0.005, memory: 9063, top1_acc: 0.4000, top5_acc: 0.6562, loss_cls: 2.6654, loss: 2.6654, grad_norm: 1.5776 2020-08-10 22:07:22,492 - mmaction - INFO - Epoch [145][700/940] lr: 1.610e-01, eta: 2 days, 0:32:52, time: 1.609, data_time: 0.007, memory: 9063, top1_acc: 0.4033, top5_acc: 0.6496, loss_cls: 2.6610, loss: 2.6610, grad_norm: 1.5835 2020-08-10 22:07:55,581 - mmaction - INFO - Epoch [145][720/940] lr: 1.610e-01, eta: 2 days, 0:32:16, time: 1.655, data_time: 0.006, memory: 9063, top1_acc: 0.4006, top5_acc: 0.6521, loss_cls: 2.6888, loss: 2.6888, grad_norm: 1.5752 2020-08-10 22:08:30,038 - mmaction - INFO - Epoch [145][740/940] lr: 1.610e-01, eta: 2 days, 0:31:50, time: 1.723, data_time: 0.006, memory: 9063, top1_acc: 0.4068, top5_acc: 0.6527, loss_cls: 2.6732, loss: 2.6732, grad_norm: 1.5822 2020-08-10 22:09:04,295 - mmaction - INFO - Epoch [145][760/940] lr: 1.610e-01, eta: 2 days, 0:31:21, time: 1.712, data_time: 0.005, memory: 9063, top1_acc: 0.3984, top5_acc: 0.6520, loss_cls: 2.6845, loss: 2.6845, grad_norm: 1.5954 2020-08-10 22:09:38,424 - mmaction - INFO - Epoch [145][780/940] lr: 1.610e-01, eta: 2 days, 0:30:53, time: 1.707, data_time: 0.005, memory: 9063, top1_acc: 0.4080, top5_acc: 0.6543, loss_cls: 2.6569, loss: 2.6569, grad_norm: 1.5369 2020-08-10 22:10:12,769 - mmaction - INFO - Epoch [145][800/940] lr: 1.610e-01, eta: 2 days, 0:30:26, time: 1.718, data_time: 0.006, memory: 9063, top1_acc: 0.4195, top5_acc: 0.6566, loss_cls: 2.6016, loss: 2.6016, grad_norm: 1.5688 2020-08-10 22:10:46,201 - mmaction - INFO - Epoch [145][820/940] lr: 1.610e-01, eta: 2 days, 0:29:52, time: 1.671, data_time: 0.003, memory: 9063, top1_acc: 0.4201, top5_acc: 0.6549, loss_cls: 2.6283, loss: 2.6283, grad_norm: 1.5920 2020-08-10 22:11:21,341 - mmaction - INFO - Epoch [145][840/940] lr: 1.610e-01, eta: 2 days, 0:29:30, time: 1.755, data_time: 0.005, memory: 9063, top1_acc: 0.4111, top5_acc: 0.6561, loss_cls: 2.6491, loss: 2.6491, grad_norm: 1.6099 2020-08-10 22:11:54,937 - mmaction - INFO - Epoch [145][860/940] lr: 1.610e-01, eta: 2 days, 0:28:58, time: 1.682, data_time: 0.006, memory: 9063, top1_acc: 0.4115, top5_acc: 0.6602, loss_cls: 2.6177, loss: 2.6177, grad_norm: 1.5673 2020-08-10 22:12:30,185 - mmaction - INFO - Epoch [145][880/940] lr: 1.610e-01, eta: 2 days, 0:28:36, time: 1.759, data_time: 0.007, memory: 9063, top1_acc: 0.4111, top5_acc: 0.6654, loss_cls: 2.6446, loss: 2.6446, grad_norm: 1.6080 2020-08-10 22:13:04,001 - mmaction - INFO - Epoch [145][900/940] lr: 1.610e-01, eta: 2 days, 0:28:05, time: 1.694, data_time: 0.007, memory: 9063, top1_acc: 0.4086, top5_acc: 0.6623, loss_cls: 2.6305, loss: 2.6305, grad_norm: 1.5538 2020-08-10 22:13:39,893 - mmaction - INFO - Epoch [145][920/940] lr: 1.610e-01, eta: 2 days, 0:27:47, time: 1.785, data_time: 0.005, memory: 9063, top1_acc: 0.4033, top5_acc: 0.6523, loss_cls: 2.6486, loss: 2.6486, grad_norm: 1.5813 2020-08-10 22:14:13,149 - mmaction - INFO - Epoch [145][940/940] lr: 1.610e-01, eta: 2 days, 0:27:13, time: 1.673, data_time: 0.014, memory: 9063, top1_acc: 0.4148, top5_acc: 0.6589, loss_cls: 2.6301, loss: 2.6301, grad_norm: 1.6191 2020-08-10 22:14:56,506 - mmaction - INFO - Epoch [146][20/940] lr: 1.586e-01, eta: 2 days, 0:27:40, time: 2.135, data_time: 0.600, memory: 9063, top1_acc: 0.4082, top5_acc: 0.6666, loss_cls: 2.6346, loss: 2.6346, grad_norm: 1.5660 2020-08-10 22:15:29,429 - mmaction - INFO - Epoch [146][40/940] lr: 1.586e-01, eta: 2 days, 0:27:04, time: 1.649, data_time: 0.006, memory: 9063, top1_acc: 0.4199, top5_acc: 0.6729, loss_cls: 2.5667, loss: 2.5667, grad_norm: 1.5838 2020-08-10 22:16:03,900 - mmaction - INFO - Epoch [146][60/940] lr: 1.586e-01, eta: 2 days, 0:26:37, time: 1.721, data_time: 0.006, memory: 9063, top1_acc: 0.4213, top5_acc: 0.6682, loss_cls: 2.5972, loss: 2.5972, grad_norm: 1.5915 2020-08-10 22:16:36,178 - mmaction - INFO - Epoch [146][80/940] lr: 1.586e-01, eta: 2 days, 0:25:56, time: 1.617, data_time: 0.007, memory: 9063, top1_acc: 0.4008, top5_acc: 0.6533, loss_cls: 2.6579, loss: 2.6579, grad_norm: 1.5943 2020-08-10 22:17:10,622 - mmaction - INFO - Epoch [146][100/940] lr: 1.586e-01, eta: 2 days, 0:25:29, time: 1.720, data_time: 0.007, memory: 9063, top1_acc: 0.4209, top5_acc: 0.6721, loss_cls: 2.5756, loss: 2.5756, grad_norm: 1.5686 2020-08-10 22:17:44,345 - mmaction - INFO - Epoch [146][120/940] lr: 1.586e-01, eta: 2 days, 0:24:57, time: 1.684, data_time: 0.006, memory: 9063, top1_acc: 0.4197, top5_acc: 0.6586, loss_cls: 2.6120, loss: 2.6120, grad_norm: 1.5894 2020-08-10 22:18:19,259 - mmaction - INFO - Epoch [146][140/940] lr: 1.586e-01, eta: 2 days, 0:24:33, time: 1.749, data_time: 0.008, memory: 9063, top1_acc: 0.4137, top5_acc: 0.6678, loss_cls: 2.6262, loss: 2.6262, grad_norm: 1.6038 2020-08-10 22:18:54,852 - mmaction - INFO - Epoch [146][160/940] lr: 1.586e-01, eta: 2 days, 0:24:14, time: 1.780, data_time: 0.006, memory: 9063, top1_acc: 0.4213, top5_acc: 0.6729, loss_cls: 2.5728, loss: 2.5728, grad_norm: 1.6078 2020-08-10 22:19:29,332 - mmaction - INFO - Epoch [146][180/940] lr: 1.586e-01, eta: 2 days, 0:23:47, time: 1.724, data_time: 0.002, memory: 9063, top1_acc: 0.4225, top5_acc: 0.6666, loss_cls: 2.5623, loss: 2.5623, grad_norm: 1.5942 2020-08-10 22:20:03,838 - mmaction - INFO - Epoch [146][200/940] lr: 1.586e-01, eta: 2 days, 0:23:20, time: 1.725, data_time: 0.005, memory: 9063, top1_acc: 0.4090, top5_acc: 0.6619, loss_cls: 2.6361, loss: 2.6361, grad_norm: 1.5939 2020-08-10 22:20:38,568 - mmaction - INFO - Epoch [146][220/940] lr: 1.586e-01, eta: 2 days, 0:22:55, time: 1.737, data_time: 0.004, memory: 9063, top1_acc: 0.4213, top5_acc: 0.6691, loss_cls: 2.6073, loss: 2.6073, grad_norm: 1.6096 2020-08-10 22:21:13,670 - mmaction - INFO - Epoch [146][240/940] lr: 1.586e-01, eta: 2 days, 0:22:32, time: 1.753, data_time: 0.004, memory: 9063, top1_acc: 0.4129, top5_acc: 0.6605, loss_cls: 2.6619, loss: 2.6619, grad_norm: 1.6410 2020-08-10 22:21:48,032 - mmaction - INFO - Epoch [146][260/940] lr: 1.586e-01, eta: 2 days, 0:22:04, time: 1.720, data_time: 0.006, memory: 9063, top1_acc: 0.4098, top5_acc: 0.6561, loss_cls: 2.6447, loss: 2.6447, grad_norm: 1.5654 2020-08-10 22:22:22,298 - mmaction - INFO - Epoch [146][280/940] lr: 1.586e-01, eta: 2 days, 0:21:36, time: 1.711, data_time: 0.004, memory: 9063, top1_acc: 0.4232, top5_acc: 0.6646, loss_cls: 2.5889, loss: 2.5889, grad_norm: 1.5882 2020-08-10 22:22:57,452 - mmaction - INFO - Epoch [146][300/940] lr: 1.586e-01, eta: 2 days, 0:21:13, time: 1.759, data_time: 0.005, memory: 9063, top1_acc: 0.4168, top5_acc: 0.6725, loss_cls: 2.5832, loss: 2.5832, grad_norm: 1.5705 2020-08-10 22:23:30,450 - mmaction - INFO - Epoch [146][320/940] lr: 1.586e-01, eta: 2 days, 0:20:37, time: 1.650, data_time: 0.004, memory: 9063, top1_acc: 0.4152, top5_acc: 0.6629, loss_cls: 2.6145, loss: 2.6145, grad_norm: 1.5994 2020-08-10 22:24:03,604 - mmaction - INFO - Epoch [146][340/940] lr: 1.586e-01, eta: 2 days, 0:20:01, time: 1.652, data_time: 0.005, memory: 9063, top1_acc: 0.4141, top5_acc: 0.6613, loss_cls: 2.6381, loss: 2.6381, grad_norm: 1.5980 2020-08-10 22:24:37,270 - mmaction - INFO - Epoch [146][360/940] lr: 1.586e-01, eta: 2 days, 0:19:29, time: 1.689, data_time: 0.009, memory: 9063, top1_acc: 0.4145, top5_acc: 0.6539, loss_cls: 2.6360, loss: 2.6360, grad_norm: 1.5804 2020-08-10 22:25:10,585 - mmaction - INFO - Epoch [146][380/940] lr: 1.586e-01, eta: 2 days, 0:18:55, time: 1.666, data_time: 0.006, memory: 9063, top1_acc: 0.4195, top5_acc: 0.6650, loss_cls: 2.6057, loss: 2.6057, grad_norm: 1.5791 2020-08-10 22:25:43,204 - mmaction - INFO - Epoch [146][400/940] lr: 1.586e-01, eta: 2 days, 0:18:16, time: 1.630, data_time: 0.002, memory: 9063, top1_acc: 0.4111, top5_acc: 0.6592, loss_cls: 2.6172, loss: 2.6172, grad_norm: 1.5818 2020-08-10 22:26:16,529 - mmaction - INFO - Epoch [146][420/940] lr: 1.586e-01, eta: 2 days, 0:17:42, time: 1.664, data_time: 0.005, memory: 9063, top1_acc: 0.4215, top5_acc: 0.6648, loss_cls: 2.6121, loss: 2.6121, grad_norm: 1.6043 2020-08-10 22:26:50,228 - mmaction - INFO - Epoch [146][440/940] lr: 1.586e-01, eta: 2 days, 0:17:10, time: 1.687, data_time: 0.007, memory: 9063, top1_acc: 0.4160, top5_acc: 0.6572, loss_cls: 2.6535, loss: 2.6535, grad_norm: 1.6015 2020-08-10 22:27:23,497 - mmaction - INFO - Epoch [146][460/940] lr: 1.586e-01, eta: 2 days, 0:16:35, time: 1.659, data_time: 0.005, memory: 9063, top1_acc: 0.4082, top5_acc: 0.6625, loss_cls: 2.6355, loss: 2.6355, grad_norm: 1.5941 2020-08-10 22:27:56,871 - mmaction - INFO - Epoch [146][480/940] lr: 1.586e-01, eta: 2 days, 0:16:01, time: 1.674, data_time: 0.008, memory: 9063, top1_acc: 0.4170, top5_acc: 0.6596, loss_cls: 2.6282, loss: 2.6282, grad_norm: 1.6054 2020-08-10 22:28:29,671 - mmaction - INFO - Epoch [146][500/940] lr: 1.586e-01, eta: 2 days, 0:15:23, time: 1.638, data_time: 0.007, memory: 9063, top1_acc: 0.4139, top5_acc: 0.6607, loss_cls: 2.6382, loss: 2.6382, grad_norm: 1.5844 2020-08-10 22:29:03,697 - mmaction - INFO - Epoch [146][520/940] lr: 1.586e-01, eta: 2 days, 0:14:54, time: 1.702, data_time: 0.005, memory: 9063, top1_acc: 0.4182, top5_acc: 0.6662, loss_cls: 2.6384, loss: 2.6384, grad_norm: 1.5851 2020-08-10 22:29:34,913 - mmaction - INFO - Epoch [146][540/940] lr: 1.586e-01, eta: 2 days, 0:14:06, time: 1.559, data_time: 0.005, memory: 9063, top1_acc: 0.4113, top5_acc: 0.6689, loss_cls: 2.6011, loss: 2.6011, grad_norm: 1.5769 2020-08-10 22:30:07,262 - mmaction - INFO - Epoch [146][560/940] lr: 1.586e-01, eta: 2 days, 0:13:26, time: 1.620, data_time: 0.007, memory: 9063, top1_acc: 0.4258, top5_acc: 0.6705, loss_cls: 2.5553, loss: 2.5553, grad_norm: 1.5951 2020-08-10 22:30:38,973 - mmaction - INFO - Epoch [146][580/940] lr: 1.586e-01, eta: 2 days, 0:12:41, time: 1.586, data_time: 0.005, memory: 9063, top1_acc: 0.4164, top5_acc: 0.6732, loss_cls: 2.5967, loss: 2.5967, grad_norm: 1.5759 2020-08-10 22:31:11,116 - mmaction - INFO - Epoch [146][600/940] lr: 1.586e-01, eta: 2 days, 0:12:00, time: 1.606, data_time: 0.005, memory: 9063, top1_acc: 0.4127, top5_acc: 0.6678, loss_cls: 2.6330, loss: 2.6330, grad_norm: 1.6325 2020-08-10 22:31:44,505 - mmaction - INFO - Epoch [146][620/940] lr: 1.586e-01, eta: 2 days, 0:11:26, time: 1.671, data_time: 0.006, memory: 9063, top1_acc: 0.4029, top5_acc: 0.6662, loss_cls: 2.6626, loss: 2.6626, grad_norm: 1.6109 2020-08-10 22:32:16,772 - mmaction - INFO - Epoch [146][640/940] lr: 1.586e-01, eta: 2 days, 0:10:45, time: 1.612, data_time: 0.005, memory: 9063, top1_acc: 0.4186, top5_acc: 0.6723, loss_cls: 2.5782, loss: 2.5782, grad_norm: 1.5817 2020-08-10 22:32:49,226 - mmaction - INFO - Epoch [146][660/940] lr: 1.586e-01, eta: 2 days, 0:10:05, time: 1.625, data_time: 0.005, memory: 9063, top1_acc: 0.4207, top5_acc: 0.6691, loss_cls: 2.5916, loss: 2.5916, grad_norm: 1.5722 2020-08-10 22:33:21,647 - mmaction - INFO - Epoch [146][680/940] lr: 1.586e-01, eta: 2 days, 0:09:25, time: 1.619, data_time: 0.005, memory: 9063, top1_acc: 0.4131, top5_acc: 0.6668, loss_cls: 2.6261, loss: 2.6261, grad_norm: 1.5886 2020-08-10 22:33:52,688 - mmaction - INFO - Epoch [146][700/940] lr: 1.586e-01, eta: 2 days, 0:08:37, time: 1.554, data_time: 0.007, memory: 9063, top1_acc: 0.4090, top5_acc: 0.6545, loss_cls: 2.6638, loss: 2.6638, grad_norm: 1.5654 2020-08-10 22:34:24,588 - mmaction - INFO - Epoch [146][720/940] lr: 1.586e-01, eta: 2 days, 0:07:54, time: 1.593, data_time: 0.006, memory: 9063, top1_acc: 0.4170, top5_acc: 0.6494, loss_cls: 2.6541, loss: 2.6541, grad_norm: 1.6025 2020-08-10 22:34:55,985 - mmaction - INFO - Epoch [146][740/940] lr: 1.586e-01, eta: 2 days, 0:07:08, time: 1.572, data_time: 0.006, memory: 9063, top1_acc: 0.4193, top5_acc: 0.6658, loss_cls: 2.6207, loss: 2.6207, grad_norm: 1.5891 2020-08-10 22:35:28,788 - mmaction - INFO - Epoch [146][760/940] lr: 1.586e-01, eta: 2 days, 0:06:30, time: 1.637, data_time: 0.005, memory: 9063, top1_acc: 0.4045, top5_acc: 0.6555, loss_cls: 2.6638, loss: 2.6638, grad_norm: 1.6344 2020-08-10 22:36:00,582 - mmaction - INFO - Epoch [146][780/940] lr: 1.586e-01, eta: 2 days, 0:05:47, time: 1.593, data_time: 0.007, memory: 9063, top1_acc: 0.4090, top5_acc: 0.6555, loss_cls: 2.6602, loss: 2.6602, grad_norm: 1.5892 2020-08-10 22:36:32,141 - mmaction - INFO - Epoch [146][800/940] lr: 1.586e-01, eta: 2 days, 0:05:02, time: 1.577, data_time: 0.005, memory: 9063, top1_acc: 0.4176, top5_acc: 0.6668, loss_cls: 2.5998, loss: 2.5998, grad_norm: 1.5788 2020-08-10 22:37:03,162 - mmaction - INFO - Epoch [146][820/940] lr: 1.586e-01, eta: 2 days, 0:04:14, time: 1.553, data_time: 0.006, memory: 9063, top1_acc: 0.4119, top5_acc: 0.6580, loss_cls: 2.6735, loss: 2.6735, grad_norm: 1.6022 2020-08-10 22:37:36,360 - mmaction - INFO - Epoch [146][840/940] lr: 1.586e-01, eta: 2 days, 0:03:38, time: 1.657, data_time: 0.005, memory: 9063, top1_acc: 0.4082, top5_acc: 0.6746, loss_cls: 2.6264, loss: 2.6264, grad_norm: 1.5872 2020-08-10 22:38:08,476 - mmaction - INFO - Epoch [146][860/940] lr: 1.586e-01, eta: 2 days, 0:02:57, time: 1.609, data_time: 0.005, memory: 9063, top1_acc: 0.4191, top5_acc: 0.6771, loss_cls: 2.5703, loss: 2.5703, grad_norm: 1.5873 2020-08-10 22:38:40,872 - mmaction - INFO - Epoch [146][880/940] lr: 1.586e-01, eta: 2 days, 0:02:17, time: 1.618, data_time: 0.006, memory: 9063, top1_acc: 0.4084, top5_acc: 0.6504, loss_cls: 2.6625, loss: 2.6625, grad_norm: 1.6406 2020-08-10 22:39:13,765 - mmaction - INFO - Epoch [146][900/940] lr: 1.586e-01, eta: 2 days, 0:01:41, time: 1.646, data_time: 0.007, memory: 9063, top1_acc: 0.4029, top5_acc: 0.6523, loss_cls: 2.6987, loss: 2.6987, grad_norm: 1.6024 2020-08-10 22:39:44,820 - mmaction - INFO - Epoch [146][920/940] lr: 1.586e-01, eta: 2 days, 0:00:52, time: 1.549, data_time: 0.005, memory: 9063, top1_acc: 0.4066, top5_acc: 0.6594, loss_cls: 2.6603, loss: 2.6603, grad_norm: 1.5941 2020-08-10 22:40:15,692 - mmaction - INFO - Epoch [146][940/940] lr: 1.586e-01, eta: 2 days, 0:00:03, time: 1.546, data_time: 0.007, memory: 9063, top1_acc: 0.4158, top5_acc: 0.6690, loss_cls: 2.6189, loss: 2.6189, grad_norm: 1.5862 2020-08-10 22:40:54,970 - mmaction - INFO - Epoch [147][20/940] lr: 1.562e-01, eta: 2 days, 0:00:04, time: 1.946, data_time: 0.445, memory: 9063, top1_acc: 0.4133, top5_acc: 0.6711, loss_cls: 2.6203, loss: 2.6203, grad_norm: 1.6085 2020-08-10 22:41:25,262 - mmaction - INFO - Epoch [147][40/940] lr: 1.562e-01, eta: 1 day, 23:59:10, time: 1.510, data_time: 0.005, memory: 9063, top1_acc: 0.4172, top5_acc: 0.6611, loss_cls: 2.6012, loss: 2.6012, grad_norm: 1.6125 2020-08-10 22:41:57,003 - mmaction - INFO - Epoch [147][60/940] lr: 1.562e-01, eta: 1 day, 23:58:27, time: 1.590, data_time: 0.007, memory: 9063, top1_acc: 0.4219, top5_acc: 0.6721, loss_cls: 2.5681, loss: 2.5681, grad_norm: 1.6362 2020-08-10 22:42:28,410 - mmaction - INFO - Epoch [147][80/940] lr: 1.562e-01, eta: 1 day, 23:57:41, time: 1.570, data_time: 0.008, memory: 9063, top1_acc: 0.4076, top5_acc: 0.6551, loss_cls: 2.6352, loss: 2.6352, grad_norm: 1.6147 2020-08-10 22:43:00,588 - mmaction - INFO - Epoch [147][100/940] lr: 1.562e-01, eta: 1 day, 23:57:01, time: 1.610, data_time: 0.005, memory: 9063, top1_acc: 0.4094, top5_acc: 0.6600, loss_cls: 2.6547, loss: 2.6547, grad_norm: 1.5793 2020-08-10 22:43:32,210 - mmaction - INFO - Epoch [147][120/940] lr: 1.562e-01, eta: 1 day, 23:56:16, time: 1.581, data_time: 0.005, memory: 9063, top1_acc: 0.4160, top5_acc: 0.6719, loss_cls: 2.5915, loss: 2.5915, grad_norm: 1.6057 2020-08-10 22:44:02,593 - mmaction - INFO - Epoch [147][140/940] lr: 1.562e-01, eta: 1 day, 23:55:24, time: 1.519, data_time: 0.004, memory: 9063, top1_acc: 0.4223, top5_acc: 0.6781, loss_cls: 2.5658, loss: 2.5658, grad_norm: 1.5827 2020-08-10 22:44:33,463 - mmaction - INFO - Epoch [147][160/940] lr: 1.562e-01, eta: 1 day, 23:54:35, time: 1.540, data_time: 0.003, memory: 9063, top1_acc: 0.4113, top5_acc: 0.6648, loss_cls: 2.6140, loss: 2.6140, grad_norm: 1.6463 2020-08-10 22:45:04,509 - mmaction - INFO - Epoch [147][180/940] lr: 1.562e-01, eta: 1 day, 23:53:48, time: 1.556, data_time: 0.007, memory: 9063, top1_acc: 0.4045, top5_acc: 0.6596, loss_cls: 2.6332, loss: 2.6332, grad_norm: 1.5957 2020-08-10 22:45:33,923 - mmaction - INFO - Epoch [147][200/940] lr: 1.562e-01, eta: 1 day, 23:52:50, time: 1.471, data_time: 0.003, memory: 9063, top1_acc: 0.4352, top5_acc: 0.6783, loss_cls: 2.5453, loss: 2.5453, grad_norm: 1.6077 2020-08-10 22:46:05,770 - mmaction - INFO - Epoch [147][220/940] lr: 1.562e-01, eta: 1 day, 23:52:07, time: 1.588, data_time: 0.005, memory: 9063, top1_acc: 0.4201, top5_acc: 0.6717, loss_cls: 2.5509, loss: 2.5509, grad_norm: 1.6084 2020-08-10 22:46:37,307 - mmaction - INFO - Epoch [147][240/940] lr: 1.562e-01, eta: 1 day, 23:51:23, time: 1.581, data_time: 0.007, memory: 9063, top1_acc: 0.4125, top5_acc: 0.6648, loss_cls: 2.6130, loss: 2.6130, grad_norm: 1.6160 2020-08-10 22:47:10,432 - mmaction - INFO - Epoch [147][260/940] lr: 1.562e-01, eta: 1 day, 23:50:48, time: 1.654, data_time: 0.005, memory: 9063, top1_acc: 0.4109, top5_acc: 0.6633, loss_cls: 2.6256, loss: 2.6256, grad_norm: 1.6586 2020-08-10 22:47:42,483 - mmaction - INFO - Epoch [147][280/940] lr: 1.562e-01, eta: 1 day, 23:50:07, time: 1.604, data_time: 0.006, memory: 9063, top1_acc: 0.4158, top5_acc: 0.6676, loss_cls: 2.5848, loss: 2.5848, grad_norm: 1.5855 2020-08-10 22:48:14,129 - mmaction - INFO - Epoch [147][300/940] lr: 1.562e-01, eta: 1 day, 23:49:22, time: 1.581, data_time: 0.007, memory: 9063, top1_acc: 0.4291, top5_acc: 0.6736, loss_cls: 2.5626, loss: 2.5626, grad_norm: 1.5917 2020-08-10 22:48:46,118 - mmaction - INFO - Epoch [147][320/940] lr: 1.562e-01, eta: 1 day, 23:48:41, time: 1.601, data_time: 0.006, memory: 9063, top1_acc: 0.4289, top5_acc: 0.6756, loss_cls: 2.5469, loss: 2.5469, grad_norm: 1.6125 2020-08-10 22:49:18,762 - mmaction - INFO - Epoch [147][340/940] lr: 1.562e-01, eta: 1 day, 23:48:02, time: 1.626, data_time: 0.005, memory: 9063, top1_acc: 0.4105, top5_acc: 0.6561, loss_cls: 2.6479, loss: 2.6479, grad_norm: 1.6180 2020-08-10 22:49:50,042 - mmaction - INFO - Epoch [147][360/940] lr: 1.562e-01, eta: 1 day, 23:47:17, time: 1.570, data_time: 0.008, memory: 9063, top1_acc: 0.4199, top5_acc: 0.6641, loss_cls: 2.6041, loss: 2.6041, grad_norm: 1.6026 2020-08-10 22:50:21,304 - mmaction - INFO - Epoch [147][380/940] lr: 1.562e-01, eta: 1 day, 23:46:31, time: 1.562, data_time: 0.008, memory: 9063, top1_acc: 0.4266, top5_acc: 0.6658, loss_cls: 2.6066, loss: 2.6066, grad_norm: 1.6174 2020-08-10 22:50:51,769 - mmaction - INFO - Epoch [147][400/940] lr: 1.562e-01, eta: 1 day, 23:45:40, time: 1.524, data_time: 0.005, memory: 9063, top1_acc: 0.3969, top5_acc: 0.6520, loss_cls: 2.6852, loss: 2.6852, grad_norm: 1.6110 2020-08-10 22:51:22,055 - mmaction - INFO - Epoch [147][420/940] lr: 1.562e-01, eta: 1 day, 23:44:48, time: 1.512, data_time: 0.005, memory: 9063, top1_acc: 0.4012, top5_acc: 0.6617, loss_cls: 2.6335, loss: 2.6335, grad_norm: 1.6069 2020-08-10 22:51:53,303 - mmaction - INFO - Epoch [147][440/940] lr: 1.562e-01, eta: 1 day, 23:44:02, time: 1.564, data_time: 0.006, memory: 9063, top1_acc: 0.4201, top5_acc: 0.6564, loss_cls: 2.6265, loss: 2.6265, grad_norm: 1.5971 2020-08-10 22:52:24,285 - mmaction - INFO - Epoch [147][460/940] lr: 1.562e-01, eta: 1 day, 23:43:14, time: 1.545, data_time: 0.008, memory: 9063, top1_acc: 0.4189, top5_acc: 0.6664, loss_cls: 2.6082, loss: 2.6082, grad_norm: 1.6396 2020-08-10 22:52:55,947 - mmaction - INFO - Epoch [147][480/940] lr: 1.562e-01, eta: 1 day, 23:42:31, time: 1.588, data_time: 0.007, memory: 9063, top1_acc: 0.4029, top5_acc: 0.6549, loss_cls: 2.6922, loss: 2.6922, grad_norm: 1.6184 2020-08-10 22:53:27,025 - mmaction - INFO - Epoch [147][500/940] lr: 1.562e-01, eta: 1 day, 23:41:44, time: 1.551, data_time: 0.005, memory: 9063, top1_acc: 0.4193, top5_acc: 0.6666, loss_cls: 2.6048, loss: 2.6048, grad_norm: 1.5669 2020-08-10 22:53:58,743 - mmaction - INFO - Epoch [147][520/940] lr: 1.562e-01, eta: 1 day, 23:41:01, time: 1.587, data_time: 0.005, memory: 9063, top1_acc: 0.4070, top5_acc: 0.6586, loss_cls: 2.6465, loss: 2.6465, grad_norm: 1.6343 2020-08-10 22:54:30,630 - mmaction - INFO - Epoch [147][540/940] lr: 1.562e-01, eta: 1 day, 23:40:19, time: 1.594, data_time: 0.002, memory: 9063, top1_acc: 0.4150, top5_acc: 0.6643, loss_cls: 2.6091, loss: 2.6091, grad_norm: 1.6044 2020-08-10 22:55:02,550 - mmaction - INFO - Epoch [147][560/940] lr: 1.562e-01, eta: 1 day, 23:39:36, time: 1.591, data_time: 0.007, memory: 9063, top1_acc: 0.4148, top5_acc: 0.6617, loss_cls: 2.6281, loss: 2.6281, grad_norm: 1.6108 2020-08-10 22:55:32,140 - mmaction - INFO - Epoch [147][580/940] lr: 1.562e-01, eta: 1 day, 23:38:41, time: 1.485, data_time: 0.008, memory: 9063, top1_acc: 0.4107, top5_acc: 0.6687, loss_cls: 2.6177, loss: 2.6177, grad_norm: 1.5899 2020-08-10 22:56:04,474 - mmaction - INFO - Epoch [147][600/940] lr: 1.562e-01, eta: 1 day, 23:38:02, time: 1.616, data_time: 0.005, memory: 9063, top1_acc: 0.4146, top5_acc: 0.6635, loss_cls: 2.6229, loss: 2.6229, grad_norm: 1.6134 2020-08-10 22:56:35,781 - mmaction - INFO - Epoch [147][620/940] lr: 1.562e-01, eta: 1 day, 23:37:17, time: 1.565, data_time: 0.003, memory: 9063, top1_acc: 0.4092, top5_acc: 0.6590, loss_cls: 2.6346, loss: 2.6346, grad_norm: 1.5903 2020-08-10 22:57:06,883 - mmaction - INFO - Epoch [147][640/940] lr: 1.562e-01, eta: 1 day, 23:36:30, time: 1.551, data_time: 0.006, memory: 9063, top1_acc: 0.4191, top5_acc: 0.6635, loss_cls: 2.6409, loss: 2.6409, grad_norm: 1.6336 2020-08-10 22:57:39,757 - mmaction - INFO - Epoch [147][660/940] lr: 1.562e-01, eta: 1 day, 23:35:54, time: 1.647, data_time: 0.007, memory: 9063, top1_acc: 0.4207, top5_acc: 0.6756, loss_cls: 2.5737, loss: 2.5737, grad_norm: 1.6258 2020-08-10 22:58:11,592 - mmaction - INFO - Epoch [147][680/940] lr: 1.562e-01, eta: 1 day, 23:35:11, time: 1.591, data_time: 0.006, memory: 9063, top1_acc: 0.4076, top5_acc: 0.6582, loss_cls: 2.6541, loss: 2.6541, grad_norm: 1.5752 2020-08-10 22:58:45,189 - mmaction - INFO - Epoch [147][700/940] lr: 1.562e-01, eta: 1 day, 23:34:40, time: 1.682, data_time: 0.006, memory: 9063, top1_acc: 0.4119, top5_acc: 0.6547, loss_cls: 2.6744, loss: 2.6744, grad_norm: 1.6032 2020-08-10 22:59:17,734 - mmaction - INFO - Epoch [147][720/940] lr: 1.562e-01, eta: 1 day, 23:34:01, time: 1.626, data_time: 0.005, memory: 9063, top1_acc: 0.4113, top5_acc: 0.6607, loss_cls: 2.6406, loss: 2.6406, grad_norm: 1.5953 2020-08-10 22:59:50,219 - mmaction - INFO - Epoch [147][740/940] lr: 1.562e-01, eta: 1 day, 23:33:23, time: 1.626, data_time: 0.005, memory: 9063, top1_acc: 0.4275, top5_acc: 0.6617, loss_cls: 2.5932, loss: 2.5932, grad_norm: 1.6123 2020-08-10 23:00:26,227 - mmaction - INFO - Epoch [147][760/940] lr: 1.562e-01, eta: 1 day, 23:33:04, time: 1.792, data_time: 0.007, memory: 9063, top1_acc: 0.4115, top5_acc: 0.6686, loss_cls: 2.6113, loss: 2.6113, grad_norm: 1.5987 2020-08-10 23:00:59,000 - mmaction - INFO - Epoch [147][780/940] lr: 1.562e-01, eta: 1 day, 23:32:28, time: 1.647, data_time: 0.022, memory: 9063, top1_acc: 0.4217, top5_acc: 0.6680, loss_cls: 2.5762, loss: 2.5762, grad_norm: 1.6036 2020-08-10 23:01:31,676 - mmaction - INFO - Epoch [147][800/940] lr: 1.562e-01, eta: 1 day, 23:31:51, time: 1.631, data_time: 0.007, memory: 9063, top1_acc: 0.4113, top5_acc: 0.6629, loss_cls: 2.6154, loss: 2.6154, grad_norm: 1.6022 2020-08-10 23:02:04,426 - mmaction - INFO - Epoch [147][820/940] lr: 1.562e-01, eta: 1 day, 23:31:14, time: 1.640, data_time: 0.007, memory: 9063, top1_acc: 0.4193, top5_acc: 0.6678, loss_cls: 2.5947, loss: 2.5947, grad_norm: 1.6162 2020-08-10 23:02:37,867 - mmaction - INFO - Epoch [147][840/940] lr: 1.562e-01, eta: 1 day, 23:30:41, time: 1.670, data_time: 0.005, memory: 9063, top1_acc: 0.4080, top5_acc: 0.6625, loss_cls: 2.6196, loss: 2.6196, grad_norm: 1.6102 2020-08-10 23:03:11,211 - mmaction - INFO - Epoch [147][860/940] lr: 1.562e-01, eta: 1 day, 23:30:08, time: 1.668, data_time: 0.007, memory: 9063, top1_acc: 0.4119, top5_acc: 0.6582, loss_cls: 2.6521, loss: 2.6521, grad_norm: 1.5958 2020-08-10 23:03:43,886 - mmaction - INFO - Epoch [147][880/940] lr: 1.562e-01, eta: 1 day, 23:29:31, time: 1.635, data_time: 0.005, memory: 9063, top1_acc: 0.4084, top5_acc: 0.6559, loss_cls: 2.6628, loss: 2.6628, grad_norm: 1.6169 2020-08-10 23:04:17,821 - mmaction - INFO - Epoch [147][900/940] lr: 1.562e-01, eta: 1 day, 23:29:01, time: 1.696, data_time: 0.007, memory: 9063, top1_acc: 0.4150, top5_acc: 0.6545, loss_cls: 2.6439, loss: 2.6439, grad_norm: 1.5771 2020-08-10 23:04:51,547 - mmaction - INFO - Epoch [147][920/940] lr: 1.562e-01, eta: 1 day, 23:28:30, time: 1.687, data_time: 0.006, memory: 9063, top1_acc: 0.4039, top5_acc: 0.6480, loss_cls: 2.6927, loss: 2.6927, grad_norm: 1.6068 2020-08-10 23:05:24,281 - mmaction - INFO - Epoch [147][940/940] lr: 1.562e-01, eta: 1 day, 23:27:52, time: 1.635, data_time: 0.009, memory: 9063, top1_acc: 0.4117, top5_acc: 0.6536, loss_cls: 2.6665, loss: 2.6665, grad_norm: 1.6044 2020-08-10 23:06:06,017 - mmaction - INFO - Epoch [148][20/940] lr: 1.538e-01, eta: 1 day, 23:28:05, time: 2.064, data_time: 0.624, memory: 9063, top1_acc: 0.4186, top5_acc: 0.6691, loss_cls: 2.5941, loss: 2.5941, grad_norm: 1.5775 2020-08-10 23:06:38,428 - mmaction - INFO - Epoch [148][40/940] lr: 1.538e-01, eta: 1 day, 23:27:26, time: 1.622, data_time: 0.005, memory: 9063, top1_acc: 0.4236, top5_acc: 0.6770, loss_cls: 2.5588, loss: 2.5588, grad_norm: 1.6342 2020-08-10 23:07:11,337 - mmaction - INFO - Epoch [148][60/940] lr: 1.538e-01, eta: 1 day, 23:26:50, time: 1.645, data_time: 0.005, memory: 9063, top1_acc: 0.4273, top5_acc: 0.6674, loss_cls: 2.5873, loss: 2.5873, grad_norm: 1.5797 2020-08-10 23:07:45,190 - mmaction - INFO - Epoch [148][80/940] lr: 1.538e-01, eta: 1 day, 23:26:19, time: 1.693, data_time: 0.005, memory: 9063, top1_acc: 0.4172, top5_acc: 0.6643, loss_cls: 2.6194, loss: 2.6194, grad_norm: 1.6051 2020-08-10 23:08:20,053 - mmaction - INFO - Epoch [148][100/940] lr: 1.538e-01, eta: 1 day, 23:25:54, time: 1.742, data_time: 0.005, memory: 9063, top1_acc: 0.4182, top5_acc: 0.6725, loss_cls: 2.6090, loss: 2.6090, grad_norm: 1.5726 2020-08-10 23:08:53,624 - mmaction - INFO - Epoch [148][120/940] lr: 1.538e-01, eta: 1 day, 23:25:22, time: 1.680, data_time: 0.005, memory: 9063, top1_acc: 0.4264, top5_acc: 0.6760, loss_cls: 2.5538, loss: 2.5538, grad_norm: 1.5952 2020-08-10 23:09:28,255 - mmaction - INFO - Epoch [148][140/940] lr: 1.538e-01, eta: 1 day, 23:24:56, time: 1.731, data_time: 0.002, memory: 9063, top1_acc: 0.4156, top5_acc: 0.6646, loss_cls: 2.5910, loss: 2.5910, grad_norm: 1.6296 2020-08-10 23:10:01,995 - mmaction - INFO - Epoch [148][160/940] lr: 1.538e-01, eta: 1 day, 23:24:25, time: 1.685, data_time: 0.005, memory: 9063, top1_acc: 0.4127, top5_acc: 0.6727, loss_cls: 2.6231, loss: 2.6231, grad_norm: 1.6265 2020-08-10 23:10:36,204 - mmaction - INFO - Epoch [148][180/940] lr: 1.538e-01, eta: 1 day, 23:23:56, time: 1.712, data_time: 0.004, memory: 9063, top1_acc: 0.4184, top5_acc: 0.6709, loss_cls: 2.5964, loss: 2.5964, grad_norm: 1.6004 2020-08-10 23:11:10,723 - mmaction - INFO - Epoch [148][200/940] lr: 1.538e-01, eta: 1 day, 23:23:29, time: 1.725, data_time: 0.007, memory: 9063, top1_acc: 0.4240, top5_acc: 0.6592, loss_cls: 2.6071, loss: 2.6071, grad_norm: 1.6370 2020-08-10 23:11:44,979 - mmaction - INFO - Epoch [148][220/940] lr: 1.538e-01, eta: 1 day, 23:23:01, time: 1.714, data_time: 0.006, memory: 9063, top1_acc: 0.4205, top5_acc: 0.6707, loss_cls: 2.5881, loss: 2.5881, grad_norm: 1.6191 2020-08-10 23:12:19,126 - mmaction - INFO - Epoch [148][240/940] lr: 1.538e-01, eta: 1 day, 23:22:32, time: 1.705, data_time: 0.005, memory: 9063, top1_acc: 0.4123, top5_acc: 0.6525, loss_cls: 2.6759, loss: 2.6759, grad_norm: 1.6143 2020-08-10 23:12:53,408 - mmaction - INFO - Epoch [148][260/940] lr: 1.538e-01, eta: 1 day, 23:22:04, time: 1.716, data_time: 0.006, memory: 9063, top1_acc: 0.4191, top5_acc: 0.6602, loss_cls: 2.6037, loss: 2.6037, grad_norm: 1.6129 2020-08-10 23:13:28,287 - mmaction - INFO - Epoch [148][280/940] lr: 1.538e-01, eta: 1 day, 23:21:39, time: 1.742, data_time: 0.005, memory: 9063, top1_acc: 0.4191, top5_acc: 0.6615, loss_cls: 2.6214, loss: 2.6214, grad_norm: 1.6123 2020-08-10 23:14:03,267 - mmaction - INFO - Epoch [148][300/940] lr: 1.538e-01, eta: 1 day, 23:21:14, time: 1.745, data_time: 0.005, memory: 9063, top1_acc: 0.4043, top5_acc: 0.6615, loss_cls: 2.6437, loss: 2.6437, grad_norm: 1.5970 2020-08-10 23:14:37,733 - mmaction - INFO - Epoch [148][320/940] lr: 1.538e-01, eta: 1 day, 23:20:48, time: 1.729, data_time: 0.008, memory: 9063, top1_acc: 0.4244, top5_acc: 0.6756, loss_cls: 2.5800, loss: 2.5800, grad_norm: 1.5888 2020-08-10 23:15:11,742 - mmaction - INFO - Epoch [148][340/940] lr: 1.538e-01, eta: 1 day, 23:20:17, time: 1.697, data_time: 0.002, memory: 9063, top1_acc: 0.4170, top5_acc: 0.6693, loss_cls: 2.6005, loss: 2.6005, grad_norm: 1.6136 2020-08-10 23:15:46,928 - mmaction - INFO - Epoch [148][360/940] lr: 1.538e-01, eta: 1 day, 23:19:54, time: 1.762, data_time: 0.005, memory: 9063, top1_acc: 0.4145, top5_acc: 0.6645, loss_cls: 2.6050, loss: 2.6050, grad_norm: 1.5801 2020-08-10 23:16:23,122 - mmaction - INFO - Epoch [148][380/940] lr: 1.538e-01, eta: 1 day, 23:19:36, time: 1.806, data_time: 0.005, memory: 9063, top1_acc: 0.4127, top5_acc: 0.6568, loss_cls: 2.6208, loss: 2.6208, grad_norm: 1.6111 2020-08-10 23:16:59,248 - mmaction - INFO - Epoch [148][400/940] lr: 1.538e-01, eta: 1 day, 23:19:19, time: 1.810, data_time: 0.007, memory: 9063, top1_acc: 0.4150, top5_acc: 0.6496, loss_cls: 2.6660, loss: 2.6660, grad_norm: 1.6628 2020-08-10 23:17:33,992 - mmaction - INFO - Epoch [148][420/940] lr: 1.538e-01, eta: 1 day, 23:18:53, time: 1.733, data_time: 0.006, memory: 9063, top1_acc: 0.4025, top5_acc: 0.6619, loss_cls: 2.6558, loss: 2.6558, grad_norm: 1.5934 2020-08-10 23:18:08,734 - mmaction - INFO - Epoch [148][440/940] lr: 1.538e-01, eta: 1 day, 23:18:27, time: 1.742, data_time: 0.008, memory: 9063, top1_acc: 0.4096, top5_acc: 0.6584, loss_cls: 2.6435, loss: 2.6435, grad_norm: 1.6382 2020-08-10 23:18:43,344 - mmaction - INFO - Epoch [148][460/940] lr: 1.538e-01, eta: 1 day, 23:18:00, time: 1.729, data_time: 0.006, memory: 9063, top1_acc: 0.4195, top5_acc: 0.6604, loss_cls: 2.6481, loss: 2.6481, grad_norm: 1.6114 2020-08-10 23:19:19,265 - mmaction - INFO - Epoch [148][480/940] lr: 1.538e-01, eta: 1 day, 23:17:41, time: 1.797, data_time: 0.007, memory: 9063, top1_acc: 0.4287, top5_acc: 0.6723, loss_cls: 2.5813, loss: 2.5813, grad_norm: 1.6075 2020-08-10 23:19:54,723 - mmaction - INFO - Epoch [148][500/940] lr: 1.538e-01, eta: 1 day, 23:17:19, time: 1.771, data_time: 0.005, memory: 9063, top1_acc: 0.4121, top5_acc: 0.6719, loss_cls: 2.5872, loss: 2.5872, grad_norm: 1.6155 2020-08-10 23:20:27,551 - mmaction - INFO - Epoch [148][520/940] lr: 1.538e-01, eta: 1 day, 23:16:42, time: 1.639, data_time: 0.005, memory: 9063, top1_acc: 0.4260, top5_acc: 0.6715, loss_cls: 2.5800, loss: 2.5800, grad_norm: 1.6209 2020-08-10 23:21:01,134 - mmaction - INFO - Epoch [148][540/940] lr: 1.538e-01, eta: 1 day, 23:16:11, time: 1.683, data_time: 0.007, memory: 9063, top1_acc: 0.4133, top5_acc: 0.6662, loss_cls: 2.6112, loss: 2.6112, grad_norm: 1.6262 2020-08-10 23:21:35,528 - mmaction - INFO - Epoch [148][560/940] lr: 1.538e-01, eta: 1 day, 23:15:42, time: 1.718, data_time: 0.005, memory: 9063, top1_acc: 0.4209, top5_acc: 0.6648, loss_cls: 2.6015, loss: 2.6015, grad_norm: 1.6257 2020-08-10 23:22:10,534 - mmaction - INFO - Epoch [148][580/940] lr: 1.538e-01, eta: 1 day, 23:15:18, time: 1.752, data_time: 0.006, memory: 9063, top1_acc: 0.4195, top5_acc: 0.6590, loss_cls: 2.6106, loss: 2.6106, grad_norm: 1.6252 2020-08-10 23:22:45,938 - mmaction - INFO - Epoch [148][600/940] lr: 1.538e-01, eta: 1 day, 23:14:56, time: 1.770, data_time: 0.003, memory: 9063, top1_acc: 0.4084, top5_acc: 0.6650, loss_cls: 2.6079, loss: 2.6079, grad_norm: 1.6193 2020-08-10 23:23:21,152 - mmaction - INFO - Epoch [148][620/940] lr: 1.538e-01, eta: 1 day, 23:14:32, time: 1.761, data_time: 0.003, memory: 9063, top1_acc: 0.4240, top5_acc: 0.6752, loss_cls: 2.5610, loss: 2.5610, grad_norm: 1.6335 2020-08-10 23:23:54,723 - mmaction - INFO - Epoch [148][640/940] lr: 1.538e-01, eta: 1 day, 23:14:00, time: 1.676, data_time: 0.006, memory: 9063, top1_acc: 0.4094, top5_acc: 0.6639, loss_cls: 2.6140, loss: 2.6140, grad_norm: 1.6231 2020-08-10 23:24:29,963 - mmaction - INFO - Epoch [148][660/940] lr: 1.538e-01, eta: 1 day, 23:13:37, time: 1.764, data_time: 0.007, memory: 9063, top1_acc: 0.4248, top5_acc: 0.6609, loss_cls: 2.6103, loss: 2.6103, grad_norm: 1.6219 2020-08-10 23:25:03,373 - mmaction - INFO - Epoch [148][680/940] lr: 1.538e-01, eta: 1 day, 23:13:03, time: 1.671, data_time: 0.006, memory: 9063, top1_acc: 0.4199, top5_acc: 0.6744, loss_cls: 2.5716, loss: 2.5716, grad_norm: 1.6107 2020-08-10 23:25:36,173 - mmaction - INFO - Epoch [148][700/940] lr: 1.538e-01, eta: 1 day, 23:12:27, time: 1.640, data_time: 0.004, memory: 9063, top1_acc: 0.4137, top5_acc: 0.6723, loss_cls: 2.5962, loss: 2.5962, grad_norm: 1.6553 2020-08-10 23:26:08,483 - mmaction - INFO - Epoch [148][720/940] lr: 1.538e-01, eta: 1 day, 23:11:47, time: 1.614, data_time: 0.006, memory: 9063, top1_acc: 0.4162, top5_acc: 0.6674, loss_cls: 2.6026, loss: 2.6026, grad_norm: 1.6062 2020-08-10 23:26:40,437 - mmaction - INFO - Epoch [148][740/940] lr: 1.538e-01, eta: 1 day, 23:11:06, time: 1.599, data_time: 0.006, memory: 9063, top1_acc: 0.4221, top5_acc: 0.6717, loss_cls: 2.5933, loss: 2.5933, grad_norm: 1.5800 2020-08-10 23:27:14,223 - mmaction - INFO - Epoch [148][760/940] lr: 1.538e-01, eta: 1 day, 23:10:34, time: 1.686, data_time: 0.005, memory: 9063, top1_acc: 0.4148, top5_acc: 0.6680, loss_cls: 2.6045, loss: 2.6045, grad_norm: 1.6252 2020-08-10 23:27:47,737 - mmaction - INFO - Epoch [148][780/940] lr: 1.538e-01, eta: 1 day, 23:10:02, time: 1.678, data_time: 0.007, memory: 9063, top1_acc: 0.4271, top5_acc: 0.6818, loss_cls: 2.5533, loss: 2.5533, grad_norm: 1.6290 2020-08-10 23:28:20,773 - mmaction - INFO - Epoch [148][800/940] lr: 1.538e-01, eta: 1 day, 23:09:26, time: 1.651, data_time: 0.006, memory: 9063, top1_acc: 0.4076, top5_acc: 0.6604, loss_cls: 2.6179, loss: 2.6179, grad_norm: 1.6524 2020-08-10 23:28:52,453 - mmaction - INFO - Epoch [148][820/940] lr: 1.538e-01, eta: 1 day, 23:08:44, time: 1.585, data_time: 0.006, memory: 9063, top1_acc: 0.4053, top5_acc: 0.6561, loss_cls: 2.6516, loss: 2.6516, grad_norm: 1.5858 2020-08-10 23:29:24,633 - mmaction - INFO - Epoch [148][840/940] lr: 1.538e-01, eta: 1 day, 23:08:04, time: 1.609, data_time: 0.002, memory: 9063, top1_acc: 0.4166, top5_acc: 0.6687, loss_cls: 2.6136, loss: 2.6136, grad_norm: 1.6140 2020-08-10 23:29:56,897 - mmaction - INFO - Epoch [148][860/940] lr: 1.538e-01, eta: 1 day, 23:07:24, time: 1.610, data_time: 0.007, memory: 9063, top1_acc: 0.4193, top5_acc: 0.6746, loss_cls: 2.5930, loss: 2.5930, grad_norm: 1.6018 2020-08-10 23:30:29,602 - mmaction - INFO - Epoch [148][880/940] lr: 1.538e-01, eta: 1 day, 23:06:47, time: 1.640, data_time: 0.007, memory: 9063, top1_acc: 0.4195, top5_acc: 0.6645, loss_cls: 2.6072, loss: 2.6072, grad_norm: 1.5897 2020-08-10 23:31:02,092 - mmaction - INFO - Epoch [148][900/940] lr: 1.538e-01, eta: 1 day, 23:06:09, time: 1.622, data_time: 0.006, memory: 9063, top1_acc: 0.4287, top5_acc: 0.6756, loss_cls: 2.5496, loss: 2.5496, grad_norm: 1.6011 2020-08-10 23:31:35,373 - mmaction - INFO - Epoch [148][920/940] lr: 1.538e-01, eta: 1 day, 23:05:35, time: 1.666, data_time: 0.007, memory: 9063, top1_acc: 0.4135, top5_acc: 0.6713, loss_cls: 2.5878, loss: 2.5878, grad_norm: 1.6386 2020-08-10 23:32:07,773 - mmaction - INFO - Epoch [148][940/940] lr: 1.538e-01, eta: 1 day, 23:04:56, time: 1.618, data_time: 0.006, memory: 9063, top1_acc: 0.4000, top5_acc: 0.6607, loss_cls: 2.6630, loss: 2.6630, grad_norm: 1.6237 2020-08-10 23:32:08,004 - mmaction - INFO - Saving checkpoint at 148 epochs 2020-08-10 23:32:46,874 - mmaction - INFO - Epoch [149][20/940] lr: 1.514e-01, eta: 1 day, 23:04:41, time: 1.841, data_time: 0.338, memory: 9063, top1_acc: 0.4199, top5_acc: 0.6682, loss_cls: 2.5780, loss: 2.5780, grad_norm: 1.6440 2020-08-10 23:33:18,956 - mmaction - INFO - Epoch [149][40/940] lr: 1.514e-01, eta: 1 day, 23:04:00, time: 1.604, data_time: 0.003, memory: 9063, top1_acc: 0.4184, top5_acc: 0.6637, loss_cls: 2.5994, loss: 2.5994, grad_norm: 1.6237 2020-08-10 23:33:50,993 - mmaction - INFO - Epoch [149][60/940] lr: 1.514e-01, eta: 1 day, 23:03:20, time: 1.601, data_time: 0.004, memory: 9063, top1_acc: 0.4152, top5_acc: 0.6641, loss_cls: 2.6275, loss: 2.6275, grad_norm: 1.6183 2020-08-10 23:34:23,656 - mmaction - INFO - Epoch [149][80/940] lr: 1.514e-01, eta: 1 day, 23:02:42, time: 1.635, data_time: 0.005, memory: 9063, top1_acc: 0.4264, top5_acc: 0.6730, loss_cls: 2.5605, loss: 2.5605, grad_norm: 1.6095 2020-08-10 23:34:56,695 - mmaction - INFO - Epoch [149][100/940] lr: 1.514e-01, eta: 1 day, 23:02:07, time: 1.650, data_time: 0.005, memory: 9063, top1_acc: 0.4178, top5_acc: 0.6736, loss_cls: 2.5810, loss: 2.5810, grad_norm: 1.6122 2020-08-10 23:35:27,782 - mmaction - INFO - Epoch [149][120/940] lr: 1.514e-01, eta: 1 day, 23:01:21, time: 1.550, data_time: 0.007, memory: 9063, top1_acc: 0.4133, top5_acc: 0.6609, loss_cls: 2.6339, loss: 2.6339, grad_norm: 1.6320 2020-08-10 23:35:57,431 - mmaction - INFO - Epoch [149][140/940] lr: 1.514e-01, eta: 1 day, 23:00:28, time: 1.488, data_time: 0.011, memory: 9063, top1_acc: 0.4150, top5_acc: 0.6713, loss_cls: 2.6087, loss: 2.6087, grad_norm: 1.6195 2020-08-10 23:36:30,256 - mmaction - INFO - Epoch [149][160/940] lr: 1.514e-01, eta: 1 day, 22:59:51, time: 1.640, data_time: 0.004, memory: 9063, top1_acc: 0.4178, top5_acc: 0.6676, loss_cls: 2.6089, loss: 2.6089, grad_norm: 1.6585 2020-08-10 23:37:02,364 - mmaction - INFO - Epoch [149][180/940] lr: 1.514e-01, eta: 1 day, 22:59:11, time: 1.607, data_time: 0.005, memory: 9063, top1_acc: 0.4092, top5_acc: 0.6670, loss_cls: 2.6016, loss: 2.6016, grad_norm: 1.6393 2020-08-10 23:37:34,222 - mmaction - INFO - Epoch [149][200/940] lr: 1.514e-01, eta: 1 day, 22:58:30, time: 1.591, data_time: 0.005, memory: 9063, top1_acc: 0.4209, top5_acc: 0.6660, loss_cls: 2.6115, loss: 2.6115, grad_norm: 1.6049 2020-08-10 23:38:06,306 - mmaction - INFO - Epoch [149][220/940] lr: 1.514e-01, eta: 1 day, 22:57:50, time: 1.606, data_time: 0.006, memory: 9063, top1_acc: 0.4207, top5_acc: 0.6691, loss_cls: 2.5764, loss: 2.5764, grad_norm: 1.6113 2020-08-10 23:38:38,080 - mmaction - INFO - Epoch [149][240/940] lr: 1.514e-01, eta: 1 day, 22:57:07, time: 1.587, data_time: 0.005, memory: 9063, top1_acc: 0.4174, top5_acc: 0.6656, loss_cls: 2.5932, loss: 2.5932, grad_norm: 1.6278 2020-08-10 23:39:09,665 - mmaction - INFO - Epoch [149][260/940] lr: 1.514e-01, eta: 1 day, 22:56:25, time: 1.579, data_time: 0.006, memory: 9063, top1_acc: 0.4229, top5_acc: 0.6756, loss_cls: 2.5721, loss: 2.5721, grad_norm: 1.6240 2020-08-10 23:39:41,859 - mmaction - INFO - Epoch [149][280/940] lr: 1.514e-01, eta: 1 day, 22:55:45, time: 1.611, data_time: 0.007, memory: 9063, top1_acc: 0.4078, top5_acc: 0.6588, loss_cls: 2.6095, loss: 2.6095, grad_norm: 1.6307 2020-08-10 23:40:13,973 - mmaction - INFO - Epoch [149][300/940] lr: 1.514e-01, eta: 1 day, 22:55:05, time: 1.604, data_time: 0.005, memory: 9063, top1_acc: 0.4230, top5_acc: 0.6803, loss_cls: 2.5836, loss: 2.5836, grad_norm: 1.6384 2020-08-10 23:40:46,319 - mmaction - INFO - Epoch [149][320/940] lr: 1.514e-01, eta: 1 day, 22:54:26, time: 1.620, data_time: 0.006, memory: 9063, top1_acc: 0.4248, top5_acc: 0.6750, loss_cls: 2.5497, loss: 2.5497, grad_norm: 1.6167 2020-08-10 23:41:18,002 - mmaction - INFO - Epoch [149][340/940] lr: 1.514e-01, eta: 1 day, 22:53:44, time: 1.583, data_time: 0.005, memory: 9063, top1_acc: 0.4035, top5_acc: 0.6670, loss_cls: 2.6520, loss: 2.6520, grad_norm: 1.6494 2020-08-10 23:41:50,746 - mmaction - INFO - Epoch [149][360/940] lr: 1.514e-01, eta: 1 day, 22:53:07, time: 1.639, data_time: 0.005, memory: 9063, top1_acc: 0.4355, top5_acc: 0.6828, loss_cls: 2.5328, loss: 2.5328, grad_norm: 1.6135 2020-08-10 23:42:22,156 - mmaction - INFO - Epoch [149][380/940] lr: 1.514e-01, eta: 1 day, 22:52:23, time: 1.566, data_time: 0.007, memory: 9063, top1_acc: 0.4145, top5_acc: 0.6646, loss_cls: 2.6328, loss: 2.6328, grad_norm: 1.6482 2020-08-10 23:42:55,013 - mmaction - INFO - Epoch [149][400/940] lr: 1.514e-01, eta: 1 day, 22:51:47, time: 1.648, data_time: 0.008, memory: 9063, top1_acc: 0.4164, top5_acc: 0.6695, loss_cls: 2.6269, loss: 2.6269, grad_norm: 1.6539 2020-08-10 23:43:27,520 - mmaction - INFO - Epoch [149][420/940] lr: 1.514e-01, eta: 1 day, 22:51:09, time: 1.623, data_time: 0.005, memory: 9063, top1_acc: 0.4088, top5_acc: 0.6637, loss_cls: 2.6515, loss: 2.6515, grad_norm: 1.6259 2020-08-10 23:43:57,511 - mmaction - INFO - Epoch [149][440/940] lr: 1.514e-01, eta: 1 day, 22:50:18, time: 1.500, data_time: 0.006, memory: 9063, top1_acc: 0.4230, top5_acc: 0.6623, loss_cls: 2.5956, loss: 2.5956, grad_norm: 1.6187 2020-08-10 23:44:29,755 - mmaction - INFO - Epoch [149][460/940] lr: 1.514e-01, eta: 1 day, 22:49:39, time: 1.611, data_time: 0.007, memory: 9063, top1_acc: 0.4289, top5_acc: 0.6783, loss_cls: 2.5363, loss: 2.5363, grad_norm: 1.6329 2020-08-10 23:45:01,095 - mmaction - INFO - Epoch [149][480/940] lr: 1.514e-01, eta: 1 day, 22:48:55, time: 1.568, data_time: 0.007, memory: 9063, top1_acc: 0.4211, top5_acc: 0.6553, loss_cls: 2.6078, loss: 2.6078, grad_norm: 1.6347 2020-08-10 23:45:33,464 - mmaction - INFO - Epoch [149][500/940] lr: 1.514e-01, eta: 1 day, 22:48:16, time: 1.618, data_time: 0.007, memory: 9063, top1_acc: 0.4316, top5_acc: 0.6693, loss_cls: 2.5692, loss: 2.5692, grad_norm: 1.5996 2020-08-10 23:46:04,400 - mmaction - INFO - Epoch [149][520/940] lr: 1.514e-01, eta: 1 day, 22:47:31, time: 1.549, data_time: 0.006, memory: 9063, top1_acc: 0.4182, top5_acc: 0.6686, loss_cls: 2.6285, loss: 2.6285, grad_norm: 1.6368 2020-08-10 23:46:35,972 - mmaction - INFO - Epoch [149][540/940] lr: 1.514e-01, eta: 1 day, 22:46:48, time: 1.575, data_time: 0.002, memory: 9063, top1_acc: 0.4072, top5_acc: 0.6609, loss_cls: 2.6511, loss: 2.6511, grad_norm: 1.6329 2020-08-10 23:47:07,872 - mmaction - INFO - Epoch [149][560/940] lr: 1.514e-01, eta: 1 day, 22:46:07, time: 1.598, data_time: 0.005, memory: 9063, top1_acc: 0.4254, top5_acc: 0.6727, loss_cls: 2.5550, loss: 2.5550, grad_norm: 1.5939 2020-08-10 23:47:39,686 - mmaction - INFO - Epoch [149][580/940] lr: 1.514e-01, eta: 1 day, 22:45:25, time: 1.587, data_time: 0.006, memory: 9063, top1_acc: 0.4160, top5_acc: 0.6645, loss_cls: 2.6115, loss: 2.6115, grad_norm: 1.6501 2020-08-10 23:48:11,091 - mmaction - INFO - Epoch [149][600/940] lr: 1.514e-01, eta: 1 day, 22:44:42, time: 1.574, data_time: 0.007, memory: 9063, top1_acc: 0.4146, top5_acc: 0.6652, loss_cls: 2.6261, loss: 2.6261, grad_norm: 1.6314 2020-08-10 23:48:43,225 - mmaction - INFO - Epoch [149][620/940] lr: 1.514e-01, eta: 1 day, 22:44:02, time: 1.605, data_time: 0.006, memory: 9063, top1_acc: 0.4182, top5_acc: 0.6611, loss_cls: 2.6094, loss: 2.6094, grad_norm: 1.6141 2020-08-10 23:49:14,894 - mmaction - INFO - Epoch [149][640/940] lr: 1.514e-01, eta: 1 day, 22:43:20, time: 1.586, data_time: 0.006, memory: 9063, top1_acc: 0.4082, top5_acc: 0.6598, loss_cls: 2.6226, loss: 2.6226, grad_norm: 1.6233 2020-08-10 23:49:47,087 - mmaction - INFO - Epoch [149][660/940] lr: 1.514e-01, eta: 1 day, 22:42:41, time: 1.608, data_time: 0.005, memory: 9063, top1_acc: 0.4156, top5_acc: 0.6666, loss_cls: 2.6346, loss: 2.6346, grad_norm: 1.6329 2020-08-10 23:50:18,618 - mmaction - INFO - Epoch [149][680/940] lr: 1.514e-01, eta: 1 day, 22:41:58, time: 1.573, data_time: 0.005, memory: 9063, top1_acc: 0.4195, top5_acc: 0.6613, loss_cls: 2.6282, loss: 2.6282, grad_norm: 1.6014 2020-08-10 23:50:49,451 - mmaction - INFO - Epoch [149][700/940] lr: 1.514e-01, eta: 1 day, 22:41:12, time: 1.547, data_time: 0.008, memory: 9063, top1_acc: 0.4131, top5_acc: 0.6689, loss_cls: 2.5874, loss: 2.5874, grad_norm: 1.6416 2020-08-10 23:51:20,920 - mmaction - INFO - Epoch [149][720/940] lr: 1.514e-01, eta: 1 day, 22:40:29, time: 1.568, data_time: 0.005, memory: 9063, top1_acc: 0.4160, top5_acc: 0.6693, loss_cls: 2.5980, loss: 2.5980, grad_norm: 1.6064 2020-08-10 23:51:51,875 - mmaction - INFO - Epoch [149][740/940] lr: 1.514e-01, eta: 1 day, 22:39:43, time: 1.553, data_time: 0.008, memory: 9063, top1_acc: 0.4133, top5_acc: 0.6641, loss_cls: 2.5961, loss: 2.5961, grad_norm: 1.6455 2020-08-10 23:52:22,155 - mmaction - INFO - Epoch [149][760/940] lr: 1.514e-01, eta: 1 day, 22:38:54, time: 1.512, data_time: 0.005, memory: 9063, top1_acc: 0.4207, top5_acc: 0.6680, loss_cls: 2.6045, loss: 2.6045, grad_norm: 1.6090 2020-08-10 23:52:52,773 - mmaction - INFO - Epoch [149][780/940] lr: 1.514e-01, eta: 1 day, 22:38:07, time: 1.532, data_time: 0.006, memory: 9063, top1_acc: 0.4307, top5_acc: 0.6756, loss_cls: 2.5625, loss: 2.5625, grad_norm: 1.6264 2020-08-10 23:53:24,914 - mmaction - INFO - Epoch [149][800/940] lr: 1.514e-01, eta: 1 day, 22:37:27, time: 1.606, data_time: 0.007, memory: 9063, top1_acc: 0.4037, top5_acc: 0.6617, loss_cls: 2.6476, loss: 2.6476, grad_norm: 1.6879 2020-08-10 23:53:56,725 - mmaction - INFO - Epoch [149][820/940] lr: 1.514e-01, eta: 1 day, 22:36:46, time: 1.592, data_time: 0.006, memory: 9063, top1_acc: 0.4227, top5_acc: 0.6701, loss_cls: 2.5971, loss: 2.5971, grad_norm: 1.5924 2020-08-10 23:54:27,082 - mmaction - INFO - Epoch [149][840/940] lr: 1.514e-01, eta: 1 day, 22:35:58, time: 1.515, data_time: 0.005, memory: 9063, top1_acc: 0.4238, top5_acc: 0.6682, loss_cls: 2.5792, loss: 2.5792, grad_norm: 1.5860 2020-08-10 23:54:58,147 - mmaction - INFO - Epoch [149][860/940] lr: 1.514e-01, eta: 1 day, 22:35:13, time: 1.556, data_time: 0.006, memory: 9063, top1_acc: 0.4242, top5_acc: 0.6783, loss_cls: 2.5543, loss: 2.5543, grad_norm: 1.6313 2020-08-10 23:55:29,155 - mmaction - INFO - Epoch [149][880/940] lr: 1.514e-01, eta: 1 day, 22:34:28, time: 1.548, data_time: 0.005, memory: 9063, top1_acc: 0.4086, top5_acc: 0.6668, loss_cls: 2.6205, loss: 2.6205, grad_norm: 1.6407 2020-08-10 23:56:00,631 - mmaction - INFO - Epoch [149][900/940] lr: 1.514e-01, eta: 1 day, 22:33:45, time: 1.577, data_time: 0.007, memory: 9063, top1_acc: 0.4143, top5_acc: 0.6604, loss_cls: 2.6578, loss: 2.6578, grad_norm: 1.6284 2020-08-10 23:56:32,705 - mmaction - INFO - Epoch [149][920/940] lr: 1.514e-01, eta: 1 day, 22:33:05, time: 1.603, data_time: 0.002, memory: 9063, top1_acc: 0.4205, top5_acc: 0.6721, loss_cls: 2.6086, loss: 2.6086, grad_norm: 1.6398 2020-08-10 23:57:03,337 - mmaction - INFO - Epoch [149][940/940] lr: 1.514e-01, eta: 1 day, 22:32:19, time: 1.532, data_time: 0.002, memory: 9063, top1_acc: 0.3929, top5_acc: 0.6532, loss_cls: 2.7141, loss: 2.7141, grad_norm: 1.6776 2020-08-10 23:57:40,432 - mmaction - INFO - Epoch [150][20/940] lr: 1.490e-01, eta: 1 day, 22:32:02, time: 1.832, data_time: 0.450, memory: 9063, top1_acc: 0.4139, top5_acc: 0.6658, loss_cls: 2.6255, loss: 2.6255, grad_norm: 1.6440 2020-08-10 23:58:09,017 - mmaction - INFO - Epoch [150][40/940] lr: 1.490e-01, eta: 1 day, 22:31:05, time: 1.433, data_time: 0.011, memory: 9063, top1_acc: 0.4229, top5_acc: 0.6646, loss_cls: 2.5923, loss: 2.5923, grad_norm: 1.6424 2020-08-10 23:58:40,691 - mmaction - INFO - Epoch [150][60/940] lr: 1.490e-01, eta: 1 day, 22:30:24, time: 1.586, data_time: 0.005, memory: 9063, top1_acc: 0.4258, top5_acc: 0.6660, loss_cls: 2.6068, loss: 2.6068, grad_norm: 1.6391 2020-08-10 23:59:11,785 - mmaction - INFO - Epoch [150][80/940] lr: 1.490e-01, eta: 1 day, 22:29:39, time: 1.552, data_time: 0.004, memory: 9063, top1_acc: 0.4082, top5_acc: 0.6551, loss_cls: 2.6351, loss: 2.6351, grad_norm: 1.6483 2020-08-10 23:59:42,589 - mmaction - INFO - Epoch [150][100/940] lr: 1.490e-01, eta: 1 day, 22:28:53, time: 1.542, data_time: 0.005, memory: 9063, top1_acc: 0.4311, top5_acc: 0.6744, loss_cls: 2.5375, loss: 2.5375, grad_norm: 1.6530 2020-08-11 00:00:23,339 - mmaction - INFO - Epoch [150][120/940] lr: 1.490e-01, eta: 1 day, 22:28:54, time: 2.003, data_time: 0.006, memory: 9063, top1_acc: 0.4246, top5_acc: 0.6701, loss_cls: 2.5428, loss: 2.5428, grad_norm: 1.6246 2020-08-11 00:00:51,244 - mmaction - INFO - Epoch [150][140/940] lr: 1.490e-01, eta: 1 day, 22:27:57, time: 1.430, data_time: 0.047, memory: 9063, top1_acc: 0.4188, top5_acc: 0.6625, loss_cls: 2.6079, loss: 2.6079, grad_norm: 1.6795 2020-08-11 00:01:22,438 - mmaction - INFO - Epoch [150][160/940] lr: 1.490e-01, eta: 1 day, 22:27:09, time: 1.524, data_time: 0.007, memory: 9063, top1_acc: 0.4340, top5_acc: 0.6756, loss_cls: 2.5745, loss: 2.5745, grad_norm: 1.6306 2020-08-11 00:01:54,025 - mmaction - INFO - Epoch [150][180/940] lr: 1.490e-01, eta: 1 day, 22:26:31, time: 1.614, data_time: 0.039, memory: 9063, top1_acc: 0.4250, top5_acc: 0.6738, loss_cls: 2.5601, loss: 2.5601, grad_norm: 1.6076 2020-08-11 00:02:25,354 - mmaction - INFO - Epoch [150][200/940] lr: 1.490e-01, eta: 1 day, 22:25:47, time: 1.564, data_time: 0.007, memory: 9063, top1_acc: 0.4297, top5_acc: 0.6664, loss_cls: 2.5763, loss: 2.5763, grad_norm: 1.6539 2020-08-11 00:02:56,351 - mmaction - INFO - Epoch [150][220/940] lr: 1.490e-01, eta: 1 day, 22:25:03, time: 1.553, data_time: 0.007, memory: 9063, top1_acc: 0.4313, top5_acc: 0.6703, loss_cls: 2.5551, loss: 2.5551, grad_norm: 1.6254 2020-08-11 00:03:28,887 - mmaction - INFO - Epoch [150][240/940] lr: 1.490e-01, eta: 1 day, 22:24:25, time: 1.625, data_time: 0.006, memory: 9063, top1_acc: 0.4352, top5_acc: 0.6775, loss_cls: 2.5264, loss: 2.5264, grad_norm: 1.6347 2020-08-11 00:04:00,461 - mmaction - INFO - Epoch [150][260/940] lr: 1.490e-01, eta: 1 day, 22:23:43, time: 1.579, data_time: 0.006, memory: 9063, top1_acc: 0.4248, top5_acc: 0.6668, loss_cls: 2.5793, loss: 2.5793, grad_norm: 1.6331 2020-08-11 00:04:32,940 - mmaction - INFO - Epoch [150][280/940] lr: 1.490e-01, eta: 1 day, 22:23:06, time: 1.622, data_time: 0.007, memory: 9063, top1_acc: 0.4086, top5_acc: 0.6623, loss_cls: 2.6328, loss: 2.6328, grad_norm: 1.6872 2020-08-11 00:05:03,687 - mmaction - INFO - Epoch [150][300/940] lr: 1.490e-01, eta: 1 day, 22:22:20, time: 1.541, data_time: 0.006, memory: 9063, top1_acc: 0.4217, top5_acc: 0.6613, loss_cls: 2.5918, loss: 2.5918, grad_norm: 1.6196 2020-08-11 00:05:34,443 - mmaction - INFO - Epoch [150][320/940] lr: 1.490e-01, eta: 1 day, 22:21:34, time: 1.538, data_time: 0.003, memory: 9063, top1_acc: 0.4266, top5_acc: 0.6707, loss_cls: 2.5516, loss: 2.5516, grad_norm: 1.5953 2020-08-11 00:06:06,471 - mmaction - INFO - Epoch [150][340/940] lr: 1.490e-01, eta: 1 day, 22:20:54, time: 1.600, data_time: 0.006, memory: 9063, top1_acc: 0.4139, top5_acc: 0.6721, loss_cls: 2.5985, loss: 2.5985, grad_norm: 1.6387 2020-08-11 00:06:38,754 - mmaction - INFO - Epoch [150][360/940] lr: 1.490e-01, eta: 1 day, 22:20:16, time: 1.616, data_time: 0.007, memory: 9063, top1_acc: 0.4104, top5_acc: 0.6576, loss_cls: 2.6434, loss: 2.6434, grad_norm: 1.6408 2020-08-11 00:07:10,398 - mmaction - INFO - Epoch [150][380/940] lr: 1.490e-01, eta: 1 day, 22:19:35, time: 1.581, data_time: 0.005, memory: 9063, top1_acc: 0.4164, top5_acc: 0.6600, loss_cls: 2.6026, loss: 2.6026, grad_norm: 1.6149 2020-08-11 00:07:40,649 - mmaction - INFO - Epoch [150][400/940] lr: 1.490e-01, eta: 1 day, 22:18:46, time: 1.514, data_time: 0.005, memory: 9063, top1_acc: 0.4230, top5_acc: 0.6686, loss_cls: 2.5933, loss: 2.5933, grad_norm: 1.6107 2020-08-11 00:08:12,256 - mmaction - INFO - Epoch [150][420/940] lr: 1.490e-01, eta: 1 day, 22:18:05, time: 1.579, data_time: 0.005, memory: 9063, top1_acc: 0.4199, top5_acc: 0.6627, loss_cls: 2.5910, loss: 2.5910, grad_norm: 1.6395 2020-08-11 00:08:43,222 - mmaction - INFO - Epoch [150][440/940] lr: 1.490e-01, eta: 1 day, 22:17:20, time: 1.550, data_time: 0.006, memory: 9063, top1_acc: 0.4164, top5_acc: 0.6693, loss_cls: 2.6037, loss: 2.6037, grad_norm: 1.6294 2020-08-11 00:09:12,421 - mmaction - INFO - Epoch [150][460/940] lr: 1.490e-01, eta: 1 day, 22:16:26, time: 1.459, data_time: 0.007, memory: 9063, top1_acc: 0.4285, top5_acc: 0.6746, loss_cls: 2.5570, loss: 2.5570, grad_norm: 1.6137 2020-08-11 00:09:44,576 - mmaction - INFO - Epoch [150][480/940] lr: 1.490e-01, eta: 1 day, 22:15:48, time: 1.609, data_time: 0.005, memory: 9063, top1_acc: 0.4320, top5_acc: 0.6687, loss_cls: 2.5693, loss: 2.5693, grad_norm: 1.6300 2020-08-11 00:10:16,943 - mmaction - INFO - Epoch [150][500/940] lr: 1.490e-01, eta: 1 day, 22:15:10, time: 1.616, data_time: 0.005, memory: 9063, top1_acc: 0.4258, top5_acc: 0.6791, loss_cls: 2.5403, loss: 2.5403, grad_norm: 1.6390 2020-08-11 00:10:49,010 - mmaction - INFO - Epoch [150][520/940] lr: 1.490e-01, eta: 1 day, 22:14:31, time: 1.606, data_time: 0.006, memory: 9063, top1_acc: 0.4326, top5_acc: 0.6762, loss_cls: 2.5579, loss: 2.5579, grad_norm: 1.6218 2020-08-11 00:11:20,513 - mmaction - INFO - Epoch [150][540/940] lr: 1.490e-01, eta: 1 day, 22:13:48, time: 1.574, data_time: 0.005, memory: 9063, top1_acc: 0.4176, top5_acc: 0.6748, loss_cls: 2.5710, loss: 2.5710, grad_norm: 1.6080 2020-08-11 00:11:52,352 - mmaction - INFO - Epoch [150][560/940] lr: 1.490e-01, eta: 1 day, 22:13:08, time: 1.594, data_time: 0.011, memory: 9063, top1_acc: 0.4219, top5_acc: 0.6795, loss_cls: 2.5442, loss: 2.5442, grad_norm: 1.6470 2020-08-11 00:12:24,993 - mmaction - INFO - Epoch [150][580/940] lr: 1.490e-01, eta: 1 day, 22:12:31, time: 1.628, data_time: 0.002, memory: 9063, top1_acc: 0.4328, top5_acc: 0.6734, loss_cls: 2.5788, loss: 2.5788, grad_norm: 1.6495 2020-08-11 00:12:58,727 - mmaction - INFO - Epoch [150][600/940] lr: 1.490e-01, eta: 1 day, 22:12:00, time: 1.684, data_time: 0.007, memory: 9063, top1_acc: 0.4174, top5_acc: 0.6545, loss_cls: 2.6221, loss: 2.6221, grad_norm: 1.6468 2020-08-11 00:13:31,104 - mmaction - INFO - Epoch [150][620/940] lr: 1.490e-01, eta: 1 day, 22:11:23, time: 1.625, data_time: 0.009, memory: 9063, top1_acc: 0.4176, top5_acc: 0.6660, loss_cls: 2.5953, loss: 2.5953, grad_norm: 1.6478 2020-08-11 00:14:04,381 - mmaction - INFO - Epoch [150][640/940] lr: 1.490e-01, eta: 1 day, 22:10:50, time: 1.660, data_time: 0.005, memory: 9063, top1_acc: 0.4107, top5_acc: 0.6650, loss_cls: 2.5994, loss: 2.5994, grad_norm: 1.6505 2020-08-11 00:14:37,400 - mmaction - INFO - Epoch [150][660/940] lr: 1.490e-01, eta: 1 day, 22:10:15, time: 1.654, data_time: 0.007, memory: 9063, top1_acc: 0.4141, top5_acc: 0.6611, loss_cls: 2.6127, loss: 2.6127, grad_norm: 1.6550 2020-08-11 00:15:12,609 - mmaction - INFO - Epoch [150][680/940] lr: 1.490e-01, eta: 1 day, 22:09:51, time: 1.758, data_time: 0.005, memory: 9063, top1_acc: 0.4080, top5_acc: 0.6656, loss_cls: 2.6010, loss: 2.6010, grad_norm: 1.6112 2020-08-11 00:15:45,246 - mmaction - INFO - Epoch [150][700/940] lr: 1.490e-01, eta: 1 day, 22:09:15, time: 1.635, data_time: 0.007, memory: 9063, top1_acc: 0.4145, top5_acc: 0.6689, loss_cls: 2.5921, loss: 2.5921, grad_norm: 1.6498 2020-08-11 00:16:19,806 - mmaction - INFO - Epoch [150][720/940] lr: 1.490e-01, eta: 1 day, 22:08:48, time: 1.726, data_time: 0.005, memory: 9063, top1_acc: 0.4162, top5_acc: 0.6666, loss_cls: 2.6207, loss: 2.6207, grad_norm: 1.6349 2020-08-11 00:16:54,401 - mmaction - INFO - Epoch [150][740/940] lr: 1.490e-01, eta: 1 day, 22:08:21, time: 1.731, data_time: 0.006, memory: 9063, top1_acc: 0.4217, top5_acc: 0.6705, loss_cls: 2.5615, loss: 2.5615, grad_norm: 1.6148 2020-08-11 00:17:27,778 - mmaction - INFO - Epoch [150][760/940] lr: 1.490e-01, eta: 1 day, 22:07:49, time: 1.670, data_time: 0.003, memory: 9063, top1_acc: 0.4258, top5_acc: 0.6758, loss_cls: 2.5642, loss: 2.5642, grad_norm: 1.6368 2020-08-11 00:18:01,177 - mmaction - INFO - Epoch [150][780/940] lr: 1.490e-01, eta: 1 day, 22:07:16, time: 1.669, data_time: 0.003, memory: 9063, top1_acc: 0.4143, top5_acc: 0.6527, loss_cls: 2.6444, loss: 2.6444, grad_norm: 1.6155 2020-08-11 00:18:33,281 - mmaction - INFO - Epoch [150][800/940] lr: 1.490e-01, eta: 1 day, 22:06:37, time: 1.602, data_time: 0.005, memory: 9063, top1_acc: 0.4203, top5_acc: 0.6654, loss_cls: 2.6107, loss: 2.6107, grad_norm: 1.6121 2020-08-11 00:19:06,975 - mmaction - INFO - Epoch [150][820/940] lr: 1.490e-01, eta: 1 day, 22:06:06, time: 1.687, data_time: 0.007, memory: 9063, top1_acc: 0.4334, top5_acc: 0.6709, loss_cls: 2.5694, loss: 2.5694, grad_norm: 1.6085 2020-08-11 00:19:40,834 - mmaction - INFO - Epoch [150][840/940] lr: 1.490e-01, eta: 1 day, 22:05:35, time: 1.695, data_time: 0.008, memory: 9063, top1_acc: 0.4180, top5_acc: 0.6705, loss_cls: 2.5623, loss: 2.5623, grad_norm: 1.6623 2020-08-11 00:20:15,442 - mmaction - INFO - Epoch [150][860/940] lr: 1.490e-01, eta: 1 day, 22:05:08, time: 1.727, data_time: 0.008, memory: 9063, top1_acc: 0.4184, top5_acc: 0.6660, loss_cls: 2.6143, loss: 2.6143, grad_norm: 1.6333 2020-08-11 00:20:48,632 - mmaction - INFO - Epoch [150][880/940] lr: 1.490e-01, eta: 1 day, 22:04:35, time: 1.663, data_time: 0.007, memory: 9063, top1_acc: 0.4209, top5_acc: 0.6717, loss_cls: 2.5940, loss: 2.5940, grad_norm: 1.6320 2020-08-11 00:21:23,652 - mmaction - INFO - Epoch [150][900/940] lr: 1.490e-01, eta: 1 day, 22:04:10, time: 1.750, data_time: 0.005, memory: 9063, top1_acc: 0.4145, top5_acc: 0.6678, loss_cls: 2.6108, loss: 2.6108, grad_norm: 1.6610 2020-08-11 00:21:57,129 - mmaction - INFO - Epoch [150][920/940] lr: 1.490e-01, eta: 1 day, 22:03:38, time: 1.675, data_time: 0.005, memory: 9063, top1_acc: 0.4131, top5_acc: 0.6566, loss_cls: 2.6081, loss: 2.6081, grad_norm: 1.6426 2020-08-11 00:22:31,481 - mmaction - INFO - Epoch [150][940/940] lr: 1.490e-01, eta: 1 day, 22:03:10, time: 1.716, data_time: 0.005, memory: 9063, top1_acc: 0.4030, top5_acc: 0.6542, loss_cls: 2.6729, loss: 2.6729, grad_norm: 1.6717 2020-08-11 00:23:15,944 - mmaction - INFO - Epoch [151][20/940] lr: 1.467e-01, eta: 1 day, 22:03:28, time: 2.199, data_time: 0.660, memory: 9063, top1_acc: 0.4273, top5_acc: 0.6693, loss_cls: 2.5628, loss: 2.5628, grad_norm: 1.6333 2020-08-11 00:23:47,498 - mmaction - INFO - Epoch [151][40/940] lr: 1.467e-01, eta: 1 day, 22:02:46, time: 1.579, data_time: 0.004, memory: 9063, top1_acc: 0.4242, top5_acc: 0.6713, loss_cls: 2.5561, loss: 2.5561, grad_norm: 1.5958 2020-08-11 00:24:18,957 - mmaction - INFO - Epoch [151][60/940] lr: 1.467e-01, eta: 1 day, 22:02:04, time: 1.571, data_time: 0.005, memory: 9063, top1_acc: 0.4352, top5_acc: 0.6836, loss_cls: 2.5175, loss: 2.5175, grad_norm: 1.6244 2020-08-11 00:24:52,349 - mmaction - INFO - Epoch [151][80/940] lr: 1.467e-01, eta: 1 day, 22:01:31, time: 1.671, data_time: 0.008, memory: 9063, top1_acc: 0.4309, top5_acc: 0.6771, loss_cls: 2.5357, loss: 2.5357, grad_norm: 1.6463 2020-08-11 00:25:28,898 - mmaction - INFO - Epoch [151][100/940] lr: 1.467e-01, eta: 1 day, 22:01:13, time: 1.821, data_time: 0.006, memory: 9063, top1_acc: 0.4285, top5_acc: 0.6836, loss_cls: 2.5296, loss: 2.5296, grad_norm: 1.6428 2020-08-11 00:26:02,803 - mmaction - INFO - Epoch [151][120/940] lr: 1.467e-01, eta: 1 day, 22:00:43, time: 1.701, data_time: 0.009, memory: 9063, top1_acc: 0.4256, top5_acc: 0.6658, loss_cls: 2.5710, loss: 2.5710, grad_norm: 1.6579 2020-08-11 00:26:38,408 - mmaction - INFO - Epoch [151][140/940] lr: 1.467e-01, eta: 1 day, 22:00:21, time: 1.778, data_time: 0.006, memory: 9063, top1_acc: 0.4262, top5_acc: 0.6711, loss_cls: 2.5635, loss: 2.5635, grad_norm: 1.6361 2020-08-11 00:27:13,750 - mmaction - INFO - Epoch [151][160/940] lr: 1.467e-01, eta: 1 day, 21:59:57, time: 1.766, data_time: 0.007, memory: 9063, top1_acc: 0.4199, top5_acc: 0.6785, loss_cls: 2.5500, loss: 2.5500, grad_norm: 1.6732 2020-08-11 00:27:45,350 - mmaction - INFO - Epoch [151][180/940] lr: 1.467e-01, eta: 1 day, 21:59:16, time: 1.585, data_time: 0.008, memory: 9063, top1_acc: 0.4242, top5_acc: 0.6770, loss_cls: 2.5833, loss: 2.5833, grad_norm: 1.6860 2020-08-11 00:28:18,789 - mmaction - INFO - Epoch [151][200/940] lr: 1.467e-01, eta: 1 day, 21:58:43, time: 1.667, data_time: 0.005, memory: 9063, top1_acc: 0.4289, top5_acc: 0.6750, loss_cls: 2.5286, loss: 2.5286, grad_norm: 1.6259 2020-08-11 00:28:51,900 - mmaction - INFO - Epoch [151][220/940] lr: 1.467e-01, eta: 1 day, 21:58:10, time: 1.659, data_time: 0.007, memory: 9063, top1_acc: 0.4104, top5_acc: 0.6641, loss_cls: 2.6109, loss: 2.6109, grad_norm: 1.6655 2020-08-11 00:29:25,006 - mmaction - INFO - Epoch [151][240/940] lr: 1.467e-01, eta: 1 day, 21:57:35, time: 1.655, data_time: 0.003, memory: 9063, top1_acc: 0.4381, top5_acc: 0.6787, loss_cls: 2.5176, loss: 2.5176, grad_norm: 1.6544 2020-08-11 00:29:59,975 - mmaction - INFO - Epoch [151][260/940] lr: 1.467e-01, eta: 1 day, 21:57:10, time: 1.747, data_time: 0.006, memory: 9063, top1_acc: 0.4154, top5_acc: 0.6678, loss_cls: 2.5926, loss: 2.5926, grad_norm: 1.6930 2020-08-11 00:30:33,811 - mmaction - INFO - Epoch [151][280/940] lr: 1.467e-01, eta: 1 day, 21:56:39, time: 1.693, data_time: 0.006, memory: 9063, top1_acc: 0.4139, top5_acc: 0.6621, loss_cls: 2.6395, loss: 2.6395, grad_norm: 1.6768 2020-08-11 00:31:07,602 - mmaction - INFO - Epoch [151][300/940] lr: 1.467e-01, eta: 1 day, 21:56:08, time: 1.689, data_time: 0.006, memory: 9063, top1_acc: 0.4248, top5_acc: 0.6723, loss_cls: 2.5694, loss: 2.5694, grad_norm: 1.6246 2020-08-11 00:31:39,619 - mmaction - INFO - Epoch [151][320/940] lr: 1.467e-01, eta: 1 day, 21:55:29, time: 1.601, data_time: 0.006, memory: 9063, top1_acc: 0.4266, top5_acc: 0.6725, loss_cls: 2.5849, loss: 2.5849, grad_norm: 1.6090 2020-08-11 00:32:10,900 - mmaction - INFO - Epoch [151][340/940] lr: 1.467e-01, eta: 1 day, 21:54:46, time: 1.565, data_time: 0.005, memory: 9063, top1_acc: 0.4258, top5_acc: 0.6787, loss_cls: 2.5762, loss: 2.5762, grad_norm: 1.6389 2020-08-11 00:32:44,098 - mmaction - INFO - Epoch [151][360/940] lr: 1.467e-01, eta: 1 day, 21:54:12, time: 1.658, data_time: 0.005, memory: 9063, top1_acc: 0.4166, top5_acc: 0.6672, loss_cls: 2.6012, loss: 2.6012, grad_norm: 1.6374 2020-08-11 00:33:16,479 - mmaction - INFO - Epoch [151][380/940] lr: 1.467e-01, eta: 1 day, 21:53:35, time: 1.618, data_time: 0.007, memory: 9063, top1_acc: 0.4336, top5_acc: 0.6703, loss_cls: 2.5355, loss: 2.5355, grad_norm: 1.6252 2020-08-11 00:33:49,641 - mmaction - INFO - Epoch [151][400/940] lr: 1.467e-01, eta: 1 day, 21:53:01, time: 1.658, data_time: 0.008, memory: 9063, top1_acc: 0.4287, top5_acc: 0.6826, loss_cls: 2.5262, loss: 2.5262, grad_norm: 1.6154 2020-08-11 00:34:21,984 - mmaction - INFO - Epoch [151][420/940] lr: 1.467e-01, eta: 1 day, 21:52:23, time: 1.620, data_time: 0.007, memory: 9063, top1_acc: 0.4178, top5_acc: 0.6684, loss_cls: 2.5892, loss: 2.5892, grad_norm: 1.6669 2020-08-11 00:34:54,208 - mmaction - INFO - Epoch [151][440/940] lr: 1.467e-01, eta: 1 day, 21:51:45, time: 1.610, data_time: 0.005, memory: 9063, top1_acc: 0.4254, top5_acc: 0.6771, loss_cls: 2.5444, loss: 2.5444, grad_norm: 1.6914 2020-08-11 00:35:28,915 - mmaction - INFO - Epoch [151][460/940] lr: 1.467e-01, eta: 1 day, 21:51:18, time: 1.736, data_time: 0.006, memory: 9063, top1_acc: 0.4201, top5_acc: 0.6713, loss_cls: 2.5669, loss: 2.5669, grad_norm: 1.6434 2020-08-11 00:36:00,786 - mmaction - INFO - Epoch [151][480/940] lr: 1.467e-01, eta: 1 day, 21:50:38, time: 1.591, data_time: 0.007, memory: 9063, top1_acc: 0.4152, top5_acc: 0.6686, loss_cls: 2.5911, loss: 2.5911, grad_norm: 1.6544 2020-08-11 00:36:31,127 - mmaction - INFO - Epoch [151][500/940] lr: 1.467e-01, eta: 1 day, 21:49:51, time: 1.517, data_time: 0.007, memory: 9063, top1_acc: 0.4227, top5_acc: 0.6713, loss_cls: 2.5753, loss: 2.5753, grad_norm: 1.6588 2020-08-11 00:37:03,601 - mmaction - INFO - Epoch [151][520/940] lr: 1.467e-01, eta: 1 day, 21:49:14, time: 1.628, data_time: 0.010, memory: 9063, top1_acc: 0.4215, top5_acc: 0.6674, loss_cls: 2.6195, loss: 2.6195, grad_norm: 1.6435 2020-08-11 00:37:36,546 - mmaction - INFO - Epoch [151][540/940] lr: 1.467e-01, eta: 1 day, 21:48:40, time: 1.648, data_time: 0.005, memory: 9063, top1_acc: 0.4303, top5_acc: 0.6646, loss_cls: 2.5866, loss: 2.5866, grad_norm: 1.6151 2020-08-11 00:38:09,435 - mmaction - INFO - Epoch [151][560/940] lr: 1.467e-01, eta: 1 day, 21:48:04, time: 1.638, data_time: 0.005, memory: 9063, top1_acc: 0.4246, top5_acc: 0.6668, loss_cls: 2.5771, loss: 2.5771, grad_norm: 1.6434 2020-08-11 00:38:41,718 - mmaction - INFO - Epoch [151][580/940] lr: 1.467e-01, eta: 1 day, 21:47:27, time: 1.620, data_time: 0.008, memory: 9063, top1_acc: 0.4113, top5_acc: 0.6678, loss_cls: 2.5957, loss: 2.5957, grad_norm: 1.6454 2020-08-11 00:39:13,567 - mmaction - INFO - Epoch [151][600/940] lr: 1.467e-01, eta: 1 day, 21:46:46, time: 1.590, data_time: 0.007, memory: 9063, top1_acc: 0.4137, top5_acc: 0.6580, loss_cls: 2.6419, loss: 2.6419, grad_norm: 1.6532 2020-08-11 00:39:45,931 - mmaction - INFO - Epoch [151][620/940] lr: 1.467e-01, eta: 1 day, 21:46:09, time: 1.621, data_time: 0.007, memory: 9063, top1_acc: 0.4084, top5_acc: 0.6582, loss_cls: 2.6405, loss: 2.6405, grad_norm: 1.6550 2020-08-11 00:40:18,400 - mmaction - INFO - Epoch [151][640/940] lr: 1.467e-01, eta: 1 day, 21:45:32, time: 1.621, data_time: 0.005, memory: 9063, top1_acc: 0.4211, top5_acc: 0.6668, loss_cls: 2.6242, loss: 2.6242, grad_norm: 1.6639 2020-08-11 00:40:50,293 - mmaction - INFO - Epoch [151][660/940] lr: 1.467e-01, eta: 1 day, 21:44:52, time: 1.597, data_time: 0.007, memory: 9063, top1_acc: 0.4283, top5_acc: 0.6807, loss_cls: 2.5343, loss: 2.5343, grad_norm: 1.6219 2020-08-11 00:41:23,507 - mmaction - INFO - Epoch [151][680/940] lr: 1.467e-01, eta: 1 day, 21:44:19, time: 1.659, data_time: 0.005, memory: 9063, top1_acc: 0.4113, top5_acc: 0.6609, loss_cls: 2.6293, loss: 2.6293, grad_norm: 1.6433 2020-08-11 00:41:55,102 - mmaction - INFO - Epoch [151][700/940] lr: 1.467e-01, eta: 1 day, 21:43:37, time: 1.578, data_time: 0.005, memory: 9063, top1_acc: 0.4109, top5_acc: 0.6633, loss_cls: 2.6114, loss: 2.6114, grad_norm: 1.6258 2020-08-11 00:42:27,080 - mmaction - INFO - Epoch [151][720/940] lr: 1.467e-01, eta: 1 day, 21:42:58, time: 1.602, data_time: 0.006, memory: 9063, top1_acc: 0.4273, top5_acc: 0.6715, loss_cls: 2.5673, loss: 2.5673, grad_norm: 1.6351 2020-08-11 00:42:59,207 - mmaction - INFO - Epoch [151][740/940] lr: 1.467e-01, eta: 1 day, 21:42:20, time: 1.604, data_time: 0.003, memory: 9063, top1_acc: 0.4400, top5_acc: 0.6900, loss_cls: 2.4794, loss: 2.4794, grad_norm: 1.6328 2020-08-11 00:43:32,040 - mmaction - INFO - Epoch [151][760/940] lr: 1.467e-01, eta: 1 day, 21:41:45, time: 1.644, data_time: 0.006, memory: 9063, top1_acc: 0.4164, top5_acc: 0.6613, loss_cls: 2.6399, loss: 2.6399, grad_norm: 1.6615 2020-08-11 00:44:03,208 - mmaction - INFO - Epoch [151][780/940] lr: 1.467e-01, eta: 1 day, 21:41:01, time: 1.556, data_time: 0.007, memory: 9063, top1_acc: 0.4299, top5_acc: 0.6766, loss_cls: 2.5842, loss: 2.5842, grad_norm: 1.5963 2020-08-11 00:44:35,301 - mmaction - INFO - Epoch [151][800/940] lr: 1.467e-01, eta: 1 day, 21:40:23, time: 1.606, data_time: 0.006, memory: 9063, top1_acc: 0.4230, top5_acc: 0.6664, loss_cls: 2.5721, loss: 2.5721, grad_norm: 1.6416 2020-08-11 00:45:07,204 - mmaction - INFO - Epoch [151][820/940] lr: 1.467e-01, eta: 1 day, 21:39:43, time: 1.596, data_time: 0.005, memory: 9063, top1_acc: 0.4135, top5_acc: 0.6687, loss_cls: 2.6003, loss: 2.6003, grad_norm: 1.6231 2020-08-11 00:45:39,039 - mmaction - INFO - Epoch [151][840/940] lr: 1.467e-01, eta: 1 day, 21:39:03, time: 1.591, data_time: 0.002, memory: 9063, top1_acc: 0.4238, top5_acc: 0.6766, loss_cls: 2.5687, loss: 2.5687, grad_norm: 1.6328 2020-08-11 00:46:10,746 - mmaction - INFO - Epoch [151][860/940] lr: 1.467e-01, eta: 1 day, 21:38:23, time: 1.581, data_time: 0.005, memory: 9063, top1_acc: 0.4191, top5_acc: 0.6652, loss_cls: 2.5937, loss: 2.5937, grad_norm: 1.6230 2020-08-11 00:46:41,783 - mmaction - INFO - Epoch [151][880/940] lr: 1.467e-01, eta: 1 day, 21:37:39, time: 1.556, data_time: 0.007, memory: 9063, top1_acc: 0.4145, top5_acc: 0.6574, loss_cls: 2.6646, loss: 2.6646, grad_norm: 1.6495 2020-08-11 00:47:14,362 - mmaction - INFO - Epoch [151][900/940] lr: 1.467e-01, eta: 1 day, 21:37:03, time: 1.627, data_time: 0.009, memory: 9063, top1_acc: 0.4211, top5_acc: 0.6676, loss_cls: 2.5672, loss: 2.5672, grad_norm: 1.6414 2020-08-11 00:47:45,053 - mmaction - INFO - Epoch [151][920/940] lr: 1.467e-01, eta: 1 day, 21:36:18, time: 1.537, data_time: 0.007, memory: 9063, top1_acc: 0.4188, top5_acc: 0.6719, loss_cls: 2.5674, loss: 2.5674, grad_norm: 1.6671 2020-08-11 00:48:13,759 - mmaction - INFO - Epoch [151][940/940] lr: 1.467e-01, eta: 1 day, 21:35:24, time: 1.432, data_time: 0.005, memory: 9063, top1_acc: 0.4196, top5_acc: 0.6668, loss_cls: 2.6134, loss: 2.6134, grad_norm: 1.6419 2020-08-11 00:48:52,461 - mmaction - INFO - Epoch [152][20/940] lr: 1.443e-01, eta: 1 day, 21:35:14, time: 1.919, data_time: 0.439, memory: 9063, top1_acc: 0.4268, top5_acc: 0.6756, loss_cls: 2.5723, loss: 2.5723, grad_norm: 1.6539 2020-08-11 00:49:22,481 - mmaction - INFO - Epoch [152][40/940] lr: 1.443e-01, eta: 1 day, 21:34:26, time: 1.504, data_time: 0.005, memory: 9063, top1_acc: 0.4314, top5_acc: 0.6738, loss_cls: 2.5462, loss: 2.5462, grad_norm: 1.6723 2020-08-11 00:49:54,679 - mmaction - INFO - Epoch [152][60/940] lr: 1.443e-01, eta: 1 day, 21:33:47, time: 1.604, data_time: 0.007, memory: 9063, top1_acc: 0.4254, top5_acc: 0.6633, loss_cls: 2.5676, loss: 2.5676, grad_norm: 1.6059 2020-08-11 00:50:26,212 - mmaction - INFO - Epoch [152][80/940] lr: 1.443e-01, eta: 1 day, 21:33:07, time: 1.582, data_time: 0.008, memory: 9063, top1_acc: 0.4248, top5_acc: 0.6783, loss_cls: 2.5473, loss: 2.5473, grad_norm: 1.6589 2020-08-11 00:50:57,851 - mmaction - INFO - Epoch [152][100/940] lr: 1.443e-01, eta: 1 day, 21:32:26, time: 1.580, data_time: 0.004, memory: 9063, top1_acc: 0.4297, top5_acc: 0.6697, loss_cls: 2.5865, loss: 2.5865, grad_norm: 1.6347 2020-08-11 00:51:29,261 - mmaction - INFO - Epoch [152][120/940] lr: 1.443e-01, eta: 1 day, 21:31:45, time: 1.573, data_time: 0.006, memory: 9063, top1_acc: 0.4268, top5_acc: 0.6732, loss_cls: 2.5633, loss: 2.5633, grad_norm: 1.6255 2020-08-11 00:52:00,990 - mmaction - INFO - Epoch [152][140/940] lr: 1.443e-01, eta: 1 day, 21:31:04, time: 1.587, data_time: 0.002, memory: 9063, top1_acc: 0.4230, top5_acc: 0.6707, loss_cls: 2.5705, loss: 2.5705, grad_norm: 1.6673 2020-08-11 00:52:33,435 - mmaction - INFO - Epoch [152][160/940] lr: 1.443e-01, eta: 1 day, 21:30:27, time: 1.620, data_time: 0.002, memory: 9063, top1_acc: 0.4359, top5_acc: 0.6832, loss_cls: 2.5200, loss: 2.5200, grad_norm: 1.6850 2020-08-11 00:53:04,782 - mmaction - INFO - Epoch [152][180/940] lr: 1.443e-01, eta: 1 day, 21:29:46, time: 1.569, data_time: 0.005, memory: 9063, top1_acc: 0.4320, top5_acc: 0.6744, loss_cls: 2.5460, loss: 2.5460, grad_norm: 1.6757 2020-08-11 00:53:37,101 - mmaction - INFO - Epoch [152][200/940] lr: 1.443e-01, eta: 1 day, 21:29:08, time: 1.615, data_time: 0.005, memory: 9063, top1_acc: 0.4303, top5_acc: 0.6736, loss_cls: 2.5656, loss: 2.5656, grad_norm: 1.6436 2020-08-11 00:54:07,932 - mmaction - INFO - Epoch [152][220/940] lr: 1.443e-01, eta: 1 day, 21:28:24, time: 1.542, data_time: 0.005, memory: 9063, top1_acc: 0.4223, top5_acc: 0.6662, loss_cls: 2.5852, loss: 2.5852, grad_norm: 1.6296 2020-08-11 00:54:40,073 - mmaction - INFO - Epoch [152][240/940] lr: 1.443e-01, eta: 1 day, 21:27:45, time: 1.603, data_time: 0.007, memory: 9063, top1_acc: 0.4246, top5_acc: 0.6760, loss_cls: 2.5783, loss: 2.5783, grad_norm: 1.6729 2020-08-11 00:55:12,961 - mmaction - INFO - Epoch [152][260/940] lr: 1.443e-01, eta: 1 day, 21:27:11, time: 1.645, data_time: 0.007, memory: 9063, top1_acc: 0.4307, top5_acc: 0.6691, loss_cls: 2.5684, loss: 2.5684, grad_norm: 1.6478 2020-08-11 00:55:45,636 - mmaction - INFO - Epoch [152][280/940] lr: 1.443e-01, eta: 1 day, 21:26:35, time: 1.638, data_time: 0.007, memory: 9063, top1_acc: 0.4266, top5_acc: 0.6715, loss_cls: 2.5680, loss: 2.5680, grad_norm: 1.6408 2020-08-11 00:56:17,898 - mmaction - INFO - Epoch [152][300/940] lr: 1.443e-01, eta: 1 day, 21:25:58, time: 1.614, data_time: 0.005, memory: 9063, top1_acc: 0.4201, top5_acc: 0.6678, loss_cls: 2.6025, loss: 2.6025, grad_norm: 1.6518 2020-08-11 00:56:50,523 - mmaction - INFO - Epoch [152][320/940] lr: 1.443e-01, eta: 1 day, 21:25:22, time: 1.630, data_time: 0.002, memory: 9063, top1_acc: 0.4279, top5_acc: 0.6668, loss_cls: 2.5780, loss: 2.5780, grad_norm: 1.6534 2020-08-11 00:57:23,890 - mmaction - INFO - Epoch [152][340/940] lr: 1.443e-01, eta: 1 day, 21:24:49, time: 1.666, data_time: 0.006, memory: 9063, top1_acc: 0.4387, top5_acc: 0.6848, loss_cls: 2.4993, loss: 2.4993, grad_norm: 1.6560 2020-08-11 00:57:57,985 - mmaction - INFO - Epoch [152][360/940] lr: 1.443e-01, eta: 1 day, 21:24:19, time: 1.707, data_time: 0.006, memory: 9063, top1_acc: 0.4256, top5_acc: 0.6760, loss_cls: 2.5661, loss: 2.5661, grad_norm: 1.6800 2020-08-11 00:58:30,539 - mmaction - INFO - Epoch [152][380/940] lr: 1.443e-01, eta: 1 day, 21:23:43, time: 1.624, data_time: 0.005, memory: 9063, top1_acc: 0.4230, top5_acc: 0.6621, loss_cls: 2.5814, loss: 2.5814, grad_norm: 1.6757 2020-08-11 00:59:04,866 - mmaction - INFO - Epoch [152][400/940] lr: 1.443e-01, eta: 1 day, 21:23:15, time: 1.720, data_time: 0.007, memory: 9063, top1_acc: 0.4215, top5_acc: 0.6664, loss_cls: 2.6004, loss: 2.6004, grad_norm: 1.6362 2020-08-11 00:59:38,369 - mmaction - INFO - Epoch [152][420/940] lr: 1.443e-01, eta: 1 day, 21:22:43, time: 1.676, data_time: 0.006, memory: 9063, top1_acc: 0.4275, top5_acc: 0.6613, loss_cls: 2.5841, loss: 2.5841, grad_norm: 1.6485 2020-08-11 01:00:23,922 - mmaction - INFO - Epoch [152][440/940] lr: 1.443e-01, eta: 1 day, 21:23:03, time: 2.266, data_time: 0.008, memory: 9063, top1_acc: 0.4186, top5_acc: 0.6646, loss_cls: 2.6076, loss: 2.6076, grad_norm: 1.6766 2020-08-11 01:00:51,949 - mmaction - INFO - Epoch [152][460/940] lr: 1.443e-01, eta: 1 day, 21:22:08, time: 1.412, data_time: 0.022, memory: 9063, top1_acc: 0.4219, top5_acc: 0.6744, loss_cls: 2.5820, loss: 2.5820, grad_norm: 1.6450 2020-08-11 01:01:24,731 - mmaction - INFO - Epoch [152][480/940] lr: 1.443e-01, eta: 1 day, 21:21:32, time: 1.636, data_time: 0.006, memory: 9063, top1_acc: 0.4248, top5_acc: 0.6621, loss_cls: 2.5926, loss: 2.5926, grad_norm: 1.6247 2020-08-11 01:01:59,935 - mmaction - INFO - Epoch [152][500/940] lr: 1.443e-01, eta: 1 day, 21:21:08, time: 1.762, data_time: 0.007, memory: 9063, top1_acc: 0.4109, top5_acc: 0.6725, loss_cls: 2.6031, loss: 2.6031, grad_norm: 1.6477 2020-08-11 01:02:33,891 - mmaction - INFO - Epoch [152][520/940] lr: 1.443e-01, eta: 1 day, 21:20:37, time: 1.698, data_time: 0.006, memory: 9063, top1_acc: 0.4205, top5_acc: 0.6650, loss_cls: 2.5885, loss: 2.5885, grad_norm: 1.6268 2020-08-11 01:03:08,152 - mmaction - INFO - Epoch [152][540/940] lr: 1.443e-01, eta: 1 day, 21:20:09, time: 1.715, data_time: 0.006, memory: 9063, top1_acc: 0.4189, top5_acc: 0.6686, loss_cls: 2.5955, loss: 2.5955, grad_norm: 1.6627 2020-08-11 01:03:43,530 - mmaction - INFO - Epoch [152][560/940] lr: 1.443e-01, eta: 1 day, 21:19:45, time: 1.767, data_time: 0.005, memory: 9063, top1_acc: 0.4285, top5_acc: 0.6805, loss_cls: 2.5448, loss: 2.5448, grad_norm: 1.6492 2020-08-11 01:04:18,590 - mmaction - INFO - Epoch [152][580/940] lr: 1.443e-01, eta: 1 day, 21:19:19, time: 1.750, data_time: 0.005, memory: 9063, top1_acc: 0.4246, top5_acc: 0.6869, loss_cls: 2.5204, loss: 2.5204, grad_norm: 1.6500 2020-08-11 01:04:52,745 - mmaction - INFO - Epoch [152][600/940] lr: 1.443e-01, eta: 1 day, 21:18:50, time: 1.711, data_time: 0.009, memory: 9063, top1_acc: 0.4246, top5_acc: 0.6689, loss_cls: 2.5897, loss: 2.5897, grad_norm: 1.6540 2020-08-11 01:05:27,215 - mmaction - INFO - Epoch [152][620/940] lr: 1.443e-01, eta: 1 day, 21:18:22, time: 1.724, data_time: 0.005, memory: 9063, top1_acc: 0.4264, top5_acc: 0.6725, loss_cls: 2.5486, loss: 2.5486, grad_norm: 1.6832 2020-08-11 01:06:01,258 - mmaction - INFO - Epoch [152][640/940] lr: 1.443e-01, eta: 1 day, 21:17:53, time: 1.701, data_time: 0.005, memory: 9063, top1_acc: 0.4219, top5_acc: 0.6672, loss_cls: 2.6095, loss: 2.6095, grad_norm: 1.6912 2020-08-11 01:06:33,966 - mmaction - INFO - Epoch [152][660/940] lr: 1.443e-01, eta: 1 day, 21:17:17, time: 1.634, data_time: 0.005, memory: 9063, top1_acc: 0.4219, top5_acc: 0.6645, loss_cls: 2.6155, loss: 2.6155, grad_norm: 1.6668 2020-08-11 01:07:07,596 - mmaction - INFO - Epoch [152][680/940] lr: 1.443e-01, eta: 1 day, 21:16:45, time: 1.682, data_time: 0.008, memory: 9063, top1_acc: 0.4334, top5_acc: 0.6820, loss_cls: 2.4938, loss: 2.4938, grad_norm: 1.6383 2020-08-11 01:07:41,688 - mmaction - INFO - Epoch [152][700/940] lr: 1.443e-01, eta: 1 day, 21:16:16, time: 1.707, data_time: 0.006, memory: 9063, top1_acc: 0.4221, top5_acc: 0.6693, loss_cls: 2.5682, loss: 2.5682, grad_norm: 1.6557 2020-08-11 01:08:15,173 - mmaction - INFO - Epoch [152][720/940] lr: 1.443e-01, eta: 1 day, 21:15:43, time: 1.672, data_time: 0.006, memory: 9063, top1_acc: 0.4285, top5_acc: 0.6760, loss_cls: 2.5522, loss: 2.5522, grad_norm: 1.6761 2020-08-11 01:08:48,757 - mmaction - INFO - Epoch [152][740/940] lr: 1.443e-01, eta: 1 day, 21:15:12, time: 1.682, data_time: 0.006, memory: 9063, top1_acc: 0.4213, top5_acc: 0.6773, loss_cls: 2.5813, loss: 2.5813, grad_norm: 1.7158 2020-08-11 01:09:21,474 - mmaction - INFO - Epoch [152][760/940] lr: 1.443e-01, eta: 1 day, 21:14:36, time: 1.635, data_time: 0.004, memory: 9063, top1_acc: 0.4143, top5_acc: 0.6637, loss_cls: 2.5983, loss: 2.5983, grad_norm: 1.6610 2020-08-11 01:09:54,812 - mmaction - INFO - Epoch [152][780/940] lr: 1.443e-01, eta: 1 day, 21:14:03, time: 1.666, data_time: 0.007, memory: 9063, top1_acc: 0.4230, top5_acc: 0.6744, loss_cls: 2.5846, loss: 2.5846, grad_norm: 1.6348 2020-08-11 01:10:28,467 - mmaction - INFO - Epoch [152][800/940] lr: 1.443e-01, eta: 1 day, 21:13:31, time: 1.683, data_time: 0.005, memory: 9063, top1_acc: 0.3998, top5_acc: 0.6680, loss_cls: 2.6095, loss: 2.6095, grad_norm: 1.6687 2020-08-11 01:11:02,533 - mmaction - INFO - Epoch [152][820/940] lr: 1.443e-01, eta: 1 day, 21:13:02, time: 1.702, data_time: 0.005, memory: 9063, top1_acc: 0.4168, top5_acc: 0.6594, loss_cls: 2.6143, loss: 2.6143, grad_norm: 1.6573 2020-08-11 01:11:33,167 - mmaction - INFO - Epoch [152][840/940] lr: 1.443e-01, eta: 1 day, 21:12:17, time: 1.533, data_time: 0.005, memory: 9063, top1_acc: 0.4244, top5_acc: 0.6867, loss_cls: 2.5079, loss: 2.5079, grad_norm: 1.6325 2020-08-11 01:12:06,653 - mmaction - INFO - Epoch [152][860/940] lr: 1.443e-01, eta: 1 day, 21:11:45, time: 1.673, data_time: 0.005, memory: 9063, top1_acc: 0.4195, top5_acc: 0.6748, loss_cls: 2.5827, loss: 2.5827, grad_norm: 1.6873 2020-08-11 01:12:39,983 - mmaction - INFO - Epoch [152][880/940] lr: 1.443e-01, eta: 1 day, 21:11:12, time: 1.668, data_time: 0.006, memory: 9063, top1_acc: 0.4252, top5_acc: 0.6789, loss_cls: 2.5397, loss: 2.5397, grad_norm: 1.6459 2020-08-11 01:13:13,547 - mmaction - INFO - Epoch [152][900/940] lr: 1.443e-01, eta: 1 day, 21:10:40, time: 1.679, data_time: 0.003, memory: 9063, top1_acc: 0.4260, top5_acc: 0.6682, loss_cls: 2.5676, loss: 2.5676, grad_norm: 1.6712 2020-08-11 01:13:45,844 - mmaction - INFO - Epoch [152][920/940] lr: 1.443e-01, eta: 1 day, 21:10:02, time: 1.612, data_time: 0.004, memory: 9063, top1_acc: 0.4207, top5_acc: 0.6646, loss_cls: 2.6158, loss: 2.6158, grad_norm: 1.6561 2020-08-11 01:14:20,238 - mmaction - INFO - Epoch [152][940/940] lr: 1.443e-01, eta: 1 day, 21:09:34, time: 1.722, data_time: 0.008, memory: 9063, top1_acc: 0.4012, top5_acc: 0.6477, loss_cls: 2.6721, loss: 2.6721, grad_norm: 1.6835 2020-08-11 01:14:20,688 - mmaction - INFO - Saving checkpoint at 152 epochs 2020-08-11 01:15:01,176 - mmaction - INFO - Epoch [153][20/940] lr: 1.419e-01, eta: 1 day, 21:09:25, time: 1.937, data_time: 0.513, memory: 9063, top1_acc: 0.4215, top5_acc: 0.6617, loss_cls: 2.6047, loss: 2.6047, grad_norm: 1.6534 2020-08-11 01:15:32,790 - mmaction - INFO - Epoch [153][40/940] lr: 1.419e-01, eta: 1 day, 21:08:44, time: 1.582, data_time: 0.006, memory: 9063, top1_acc: 0.4246, top5_acc: 0.6705, loss_cls: 2.5621, loss: 2.5621, grad_norm: 1.6613 2020-08-11 01:16:04,715 - mmaction - INFO - Epoch [153][60/940] lr: 1.419e-01, eta: 1 day, 21:08:05, time: 1.596, data_time: 0.006, memory: 9063, top1_acc: 0.4322, top5_acc: 0.6736, loss_cls: 2.5587, loss: 2.5587, grad_norm: 1.6376 2020-08-11 01:16:37,943 - mmaction - INFO - Epoch [153][80/940] lr: 1.419e-01, eta: 1 day, 21:07:32, time: 1.662, data_time: 0.006, memory: 9063, top1_acc: 0.4223, top5_acc: 0.6725, loss_cls: 2.5764, loss: 2.5764, grad_norm: 1.6643 2020-08-11 01:17:12,645 - mmaction - INFO - Epoch [153][100/940] lr: 1.419e-01, eta: 1 day, 21:07:05, time: 1.734, data_time: 0.008, memory: 9063, top1_acc: 0.4236, top5_acc: 0.6738, loss_cls: 2.5510, loss: 2.5510, grad_norm: 1.6340 2020-08-11 01:17:45,415 - mmaction - INFO - Epoch [153][120/940] lr: 1.419e-01, eta: 1 day, 21:06:29, time: 1.638, data_time: 0.005, memory: 9063, top1_acc: 0.4232, top5_acc: 0.6889, loss_cls: 2.5007, loss: 2.5007, grad_norm: 1.6698 2020-08-11 01:18:18,434 - mmaction - INFO - Epoch [153][140/940] lr: 1.419e-01, eta: 1 day, 21:05:55, time: 1.652, data_time: 0.006, memory: 9063, top1_acc: 0.4213, top5_acc: 0.6715, loss_cls: 2.5650, loss: 2.5650, grad_norm: 1.6753 2020-08-11 01:18:50,947 - mmaction - INFO - Epoch [153][160/940] lr: 1.419e-01, eta: 1 day, 21:05:19, time: 1.626, data_time: 0.006, memory: 9063, top1_acc: 0.4160, top5_acc: 0.6707, loss_cls: 2.5955, loss: 2.5955, grad_norm: 1.6672 2020-08-11 01:19:21,984 - mmaction - INFO - Epoch [153][180/940] lr: 1.419e-01, eta: 1 day, 21:04:36, time: 1.551, data_time: 0.002, memory: 9063, top1_acc: 0.4168, top5_acc: 0.6684, loss_cls: 2.5723, loss: 2.5723, grad_norm: 1.6744 2020-08-11 01:19:55,476 - mmaction - INFO - Epoch [153][200/940] lr: 1.419e-01, eta: 1 day, 21:04:03, time: 1.673, data_time: 0.005, memory: 9063, top1_acc: 0.4389, top5_acc: 0.6955, loss_cls: 2.4728, loss: 2.4728, grad_norm: 1.6560 2020-08-11 01:20:28,116 - mmaction - INFO - Epoch [153][220/940] lr: 1.419e-01, eta: 1 day, 21:03:28, time: 1.632, data_time: 0.006, memory: 9063, top1_acc: 0.4275, top5_acc: 0.6771, loss_cls: 2.5417, loss: 2.5417, grad_norm: 1.6563 2020-08-11 01:21:00,912 - mmaction - INFO - Epoch [153][240/940] lr: 1.419e-01, eta: 1 day, 21:02:52, time: 1.636, data_time: 0.007, memory: 9063, top1_acc: 0.4338, top5_acc: 0.6842, loss_cls: 2.5311, loss: 2.5311, grad_norm: 1.6610 2020-08-11 01:21:34,207 - mmaction - INFO - Epoch [153][260/940] lr: 1.419e-01, eta: 1 day, 21:02:19, time: 1.666, data_time: 0.008, memory: 9063, top1_acc: 0.4299, top5_acc: 0.6682, loss_cls: 2.5813, loss: 2.5813, grad_norm: 1.6623 2020-08-11 01:22:06,186 - mmaction - INFO - Epoch [153][280/940] lr: 1.419e-01, eta: 1 day, 21:01:40, time: 1.601, data_time: 0.010, memory: 9063, top1_acc: 0.4236, top5_acc: 0.6695, loss_cls: 2.5933, loss: 2.5933, grad_norm: 1.6693 2020-08-11 01:22:39,410 - mmaction - INFO - Epoch [153][300/940] lr: 1.419e-01, eta: 1 day, 21:01:07, time: 1.662, data_time: 0.005, memory: 9063, top1_acc: 0.4348, top5_acc: 0.6756, loss_cls: 2.5376, loss: 2.5376, grad_norm: 1.6596 2020-08-11 01:23:12,220 - mmaction - INFO - Epoch [153][320/940] lr: 1.419e-01, eta: 1 day, 21:00:32, time: 1.641, data_time: 0.003, memory: 9063, top1_acc: 0.4311, top5_acc: 0.6777, loss_cls: 2.5592, loss: 2.5592, grad_norm: 1.6879 2020-08-11 01:23:45,771 - mmaction - INFO - Epoch [153][340/940] lr: 1.419e-01, eta: 1 day, 21:00:00, time: 1.677, data_time: 0.005, memory: 9063, top1_acc: 0.4240, top5_acc: 0.6807, loss_cls: 2.5415, loss: 2.5415, grad_norm: 1.6518 2020-08-11 01:24:17,873 - mmaction - INFO - Epoch [153][360/940] lr: 1.419e-01, eta: 1 day, 20:59:22, time: 1.605, data_time: 0.004, memory: 9063, top1_acc: 0.4174, top5_acc: 0.6691, loss_cls: 2.6051, loss: 2.6051, grad_norm: 1.6716 2020-08-11 01:24:51,470 - mmaction - INFO - Epoch [153][380/940] lr: 1.419e-01, eta: 1 day, 20:58:50, time: 1.679, data_time: 0.006, memory: 9063, top1_acc: 0.4289, top5_acc: 0.6723, loss_cls: 2.5760, loss: 2.5760, grad_norm: 1.6892 2020-08-11 01:25:25,391 - mmaction - INFO - Epoch [153][400/940] lr: 1.419e-01, eta: 1 day, 20:58:19, time: 1.696, data_time: 0.005, memory: 9063, top1_acc: 0.4238, top5_acc: 0.6684, loss_cls: 2.5958, loss: 2.5958, grad_norm: 1.6601 2020-08-11 01:25:56,988 - mmaction - INFO - Epoch [153][420/940] lr: 1.419e-01, eta: 1 day, 20:57:39, time: 1.582, data_time: 0.006, memory: 9063, top1_acc: 0.4381, top5_acc: 0.6801, loss_cls: 2.5323, loss: 2.5323, grad_norm: 1.6465 2020-08-11 01:26:30,030 - mmaction - INFO - Epoch [153][440/940] lr: 1.419e-01, eta: 1 day, 20:57:05, time: 1.651, data_time: 0.007, memory: 9063, top1_acc: 0.4354, top5_acc: 0.6725, loss_cls: 2.5376, loss: 2.5376, grad_norm: 1.6672 2020-08-11 01:27:02,990 - mmaction - INFO - Epoch [153][460/940] lr: 1.419e-01, eta: 1 day, 20:56:31, time: 1.650, data_time: 0.006, memory: 9063, top1_acc: 0.4338, top5_acc: 0.6748, loss_cls: 2.5667, loss: 2.5667, grad_norm: 1.6689 2020-08-11 01:27:35,756 - mmaction - INFO - Epoch [153][480/940] lr: 1.419e-01, eta: 1 day, 20:55:55, time: 1.636, data_time: 0.005, memory: 9063, top1_acc: 0.4307, top5_acc: 0.6666, loss_cls: 2.5644, loss: 2.5644, grad_norm: 1.6851 2020-08-11 01:28:09,311 - mmaction - INFO - Epoch [153][500/940] lr: 1.419e-01, eta: 1 day, 20:55:23, time: 1.675, data_time: 0.006, memory: 9063, top1_acc: 0.4121, top5_acc: 0.6541, loss_cls: 2.6357, loss: 2.6357, grad_norm: 1.6542 2020-08-11 01:28:41,993 - mmaction - INFO - Epoch [153][520/940] lr: 1.419e-01, eta: 1 day, 20:54:48, time: 1.639, data_time: 0.009, memory: 9063, top1_acc: 0.4170, top5_acc: 0.6637, loss_cls: 2.6012, loss: 2.6012, grad_norm: 1.6508 2020-08-11 01:29:15,463 - mmaction - INFO - Epoch [153][540/940] lr: 1.419e-01, eta: 1 day, 20:54:15, time: 1.673, data_time: 0.002, memory: 9063, top1_acc: 0.4188, top5_acc: 0.6775, loss_cls: 2.5703, loss: 2.5703, grad_norm: 1.6520 2020-08-11 01:29:47,820 - mmaction - INFO - Epoch [153][560/940] lr: 1.419e-01, eta: 1 day, 20:53:38, time: 1.616, data_time: 0.005, memory: 9063, top1_acc: 0.4299, top5_acc: 0.6838, loss_cls: 2.5255, loss: 2.5255, grad_norm: 1.6828 2020-08-11 01:30:21,094 - mmaction - INFO - Epoch [153][580/940] lr: 1.419e-01, eta: 1 day, 20:53:05, time: 1.660, data_time: 0.006, memory: 9063, top1_acc: 0.4234, top5_acc: 0.6664, loss_cls: 2.5714, loss: 2.5714, grad_norm: 1.6910 2020-08-11 01:30:55,190 - mmaction - INFO - Epoch [153][600/940] lr: 1.419e-01, eta: 1 day, 20:52:35, time: 1.711, data_time: 0.009, memory: 9063, top1_acc: 0.4182, top5_acc: 0.6820, loss_cls: 2.5471, loss: 2.5471, grad_norm: 1.6825 2020-08-11 01:31:28,005 - mmaction - INFO - Epoch [153][620/940] lr: 1.419e-01, eta: 1 day, 20:52:00, time: 1.639, data_time: 0.004, memory: 9063, top1_acc: 0.4309, top5_acc: 0.6695, loss_cls: 2.5410, loss: 2.5410, grad_norm: 1.6168 2020-08-11 01:32:00,859 - mmaction - INFO - Epoch [153][640/940] lr: 1.419e-01, eta: 1 day, 20:51:25, time: 1.643, data_time: 0.005, memory: 9063, top1_acc: 0.4406, top5_acc: 0.6807, loss_cls: 2.5009, loss: 2.5009, grad_norm: 1.6916 2020-08-11 01:32:34,010 - mmaction - INFO - Epoch [153][660/940] lr: 1.419e-01, eta: 1 day, 20:50:51, time: 1.656, data_time: 0.006, memory: 9063, top1_acc: 0.4172, top5_acc: 0.6666, loss_cls: 2.5894, loss: 2.5894, grad_norm: 1.6586 2020-08-11 01:33:07,420 - mmaction - INFO - Epoch [153][680/940] lr: 1.419e-01, eta: 1 day, 20:50:19, time: 1.673, data_time: 0.007, memory: 9063, top1_acc: 0.4133, top5_acc: 0.6693, loss_cls: 2.5904, loss: 2.5904, grad_norm: 1.6961 2020-08-11 01:33:39,039 - mmaction - INFO - Epoch [153][700/940] lr: 1.419e-01, eta: 1 day, 20:49:39, time: 1.576, data_time: 0.005, memory: 9063, top1_acc: 0.4215, top5_acc: 0.6684, loss_cls: 2.5854, loss: 2.5854, grad_norm: 1.6714 2020-08-11 01:34:12,818 - mmaction - INFO - Epoch [153][720/940] lr: 1.419e-01, eta: 1 day, 20:49:08, time: 1.690, data_time: 0.007, memory: 9063, top1_acc: 0.4344, top5_acc: 0.6773, loss_cls: 2.5330, loss: 2.5330, grad_norm: 1.6626 2020-08-11 01:34:43,369 - mmaction - INFO - Epoch [153][740/940] lr: 1.419e-01, eta: 1 day, 20:48:23, time: 1.530, data_time: 0.009, memory: 9063, top1_acc: 0.4189, top5_acc: 0.6625, loss_cls: 2.5981, loss: 2.5981, grad_norm: 1.6904 2020-08-11 01:35:17,335 - mmaction - INFO - Epoch [153][760/940] lr: 1.419e-01, eta: 1 day, 20:47:53, time: 1.692, data_time: 0.006, memory: 9063, top1_acc: 0.4227, top5_acc: 0.6645, loss_cls: 2.5927, loss: 2.5927, grad_norm: 1.6439 2020-08-11 01:35:50,039 - mmaction - INFO - Epoch [153][780/940] lr: 1.419e-01, eta: 1 day, 20:47:18, time: 1.641, data_time: 0.009, memory: 9063, top1_acc: 0.4270, top5_acc: 0.6699, loss_cls: 2.5800, loss: 2.5800, grad_norm: 1.7115 2020-08-11 01:36:22,623 - mmaction - INFO - Epoch [153][800/940] lr: 1.419e-01, eta: 1 day, 20:46:41, time: 1.628, data_time: 0.005, memory: 9063, top1_acc: 0.4102, top5_acc: 0.6557, loss_cls: 2.6366, loss: 2.6366, grad_norm: 1.6655 2020-08-11 01:36:56,823 - mmaction - INFO - Epoch [153][820/940] lr: 1.419e-01, eta: 1 day, 20:46:12, time: 1.711, data_time: 0.005, memory: 9063, top1_acc: 0.4236, top5_acc: 0.6709, loss_cls: 2.5573, loss: 2.5573, grad_norm: 1.6330 2020-08-11 01:37:29,588 - mmaction - INFO - Epoch [153][840/940] lr: 1.419e-01, eta: 1 day, 20:45:37, time: 1.636, data_time: 0.005, memory: 9063, top1_acc: 0.4227, top5_acc: 0.6705, loss_cls: 2.5730, loss: 2.5730, grad_norm: 1.6741 2020-08-11 01:38:02,345 - mmaction - INFO - Epoch [153][860/940] lr: 1.419e-01, eta: 1 day, 20:45:02, time: 1.640, data_time: 0.006, memory: 9063, top1_acc: 0.4340, top5_acc: 0.6789, loss_cls: 2.5462, loss: 2.5462, grad_norm: 1.6875 2020-08-11 01:38:35,849 - mmaction - INFO - Epoch [153][880/940] lr: 1.419e-01, eta: 1 day, 20:44:29, time: 1.674, data_time: 0.006, memory: 9063, top1_acc: 0.4287, top5_acc: 0.6736, loss_cls: 2.5472, loss: 2.5472, grad_norm: 1.6594 2020-08-11 01:39:08,035 - mmaction - INFO - Epoch [153][900/940] lr: 1.419e-01, eta: 1 day, 20:43:52, time: 1.611, data_time: 0.005, memory: 9063, top1_acc: 0.4225, top5_acc: 0.6656, loss_cls: 2.6138, loss: 2.6138, grad_norm: 1.6785 2020-08-11 01:39:41,168 - mmaction - INFO - Epoch [153][920/940] lr: 1.419e-01, eta: 1 day, 20:43:18, time: 1.657, data_time: 0.004, memory: 9063, top1_acc: 0.4125, top5_acc: 0.6643, loss_cls: 2.6442, loss: 2.6442, grad_norm: 1.6676 2020-08-11 01:40:12,919 - mmaction - INFO - Epoch [153][940/940] lr: 1.419e-01, eta: 1 day, 20:42:38, time: 1.584, data_time: 0.005, memory: 9063, top1_acc: 0.4211, top5_acc: 0.6652, loss_cls: 2.6107, loss: 2.6107, grad_norm: 1.6763 2020-08-11 01:40:52,676 - mmaction - INFO - Epoch [154][20/940] lr: 1.396e-01, eta: 1 day, 20:42:31, time: 1.972, data_time: 0.451, memory: 9063, top1_acc: 0.4252, top5_acc: 0.6725, loss_cls: 2.5559, loss: 2.5559, grad_norm: 1.6999 2020-08-11 01:41:25,192 - mmaction - INFO - Epoch [154][40/940] lr: 1.396e-01, eta: 1 day, 20:41:54, time: 1.626, data_time: 0.007, memory: 9063, top1_acc: 0.4344, top5_acc: 0.6748, loss_cls: 2.5610, loss: 2.5610, grad_norm: 1.6555 2020-08-11 01:41:58,643 - mmaction - INFO - Epoch [154][60/940] lr: 1.396e-01, eta: 1 day, 20:41:22, time: 1.671, data_time: 0.005, memory: 9063, top1_acc: 0.4240, top5_acc: 0.6729, loss_cls: 2.5715, loss: 2.5715, grad_norm: 1.6531 2020-08-11 01:42:31,679 - mmaction - INFO - Epoch [154][80/940] lr: 1.396e-01, eta: 1 day, 20:40:48, time: 1.654, data_time: 0.006, memory: 9063, top1_acc: 0.4350, top5_acc: 0.6785, loss_cls: 2.5096, loss: 2.5096, grad_norm: 1.6666 2020-08-11 01:43:03,672 - mmaction - INFO - Epoch [154][100/940] lr: 1.396e-01, eta: 1 day, 20:40:09, time: 1.598, data_time: 0.007, memory: 9063, top1_acc: 0.4307, top5_acc: 0.6752, loss_cls: 2.5428, loss: 2.5428, grad_norm: 1.6860 2020-08-11 01:43:36,211 - mmaction - INFO - Epoch [154][120/940] lr: 1.396e-01, eta: 1 day, 20:39:33, time: 1.629, data_time: 0.006, memory: 9063, top1_acc: 0.4248, top5_acc: 0.6705, loss_cls: 2.5739, loss: 2.5739, grad_norm: 1.6934 2020-08-11 01:44:08,449 - mmaction - INFO - Epoch [154][140/940] lr: 1.396e-01, eta: 1 day, 20:38:56, time: 1.609, data_time: 0.005, memory: 9063, top1_acc: 0.4324, top5_acc: 0.6809, loss_cls: 2.5336, loss: 2.5336, grad_norm: 1.6399 2020-08-11 01:44:40,831 - mmaction - INFO - Epoch [154][160/940] lr: 1.396e-01, eta: 1 day, 20:38:19, time: 1.620, data_time: 0.007, memory: 9063, top1_acc: 0.4215, top5_acc: 0.6721, loss_cls: 2.5590, loss: 2.5590, grad_norm: 1.6871 2020-08-11 01:45:13,839 - mmaction - INFO - Epoch [154][180/940] lr: 1.396e-01, eta: 1 day, 20:37:45, time: 1.650, data_time: 0.006, memory: 9063, top1_acc: 0.4209, top5_acc: 0.6734, loss_cls: 2.5896, loss: 2.5896, grad_norm: 1.6801 2020-08-11 01:45:46,681 - mmaction - INFO - Epoch [154][200/940] lr: 1.396e-01, eta: 1 day, 20:37:10, time: 1.644, data_time: 0.004, memory: 9063, top1_acc: 0.4414, top5_acc: 0.6779, loss_cls: 2.5188, loss: 2.5188, grad_norm: 1.6296 2020-08-11 01:46:19,522 - mmaction - INFO - Epoch [154][220/940] lr: 1.396e-01, eta: 1 day, 20:36:35, time: 1.641, data_time: 0.005, memory: 9063, top1_acc: 0.4439, top5_acc: 0.6879, loss_cls: 2.4845, loss: 2.4845, grad_norm: 1.6487 2020-08-11 01:46:51,649 - mmaction - INFO - Epoch [154][240/940] lr: 1.396e-01, eta: 1 day, 20:35:57, time: 1.608, data_time: 0.006, memory: 9063, top1_acc: 0.4271, top5_acc: 0.6727, loss_cls: 2.5653, loss: 2.5653, grad_norm: 1.6963 2020-08-11 01:47:25,143 - mmaction - INFO - Epoch [154][260/940] lr: 1.396e-01, eta: 1 day, 20:35:25, time: 1.673, data_time: 0.005, memory: 9063, top1_acc: 0.4219, top5_acc: 0.6668, loss_cls: 2.5632, loss: 2.5632, grad_norm: 1.6589 2020-08-11 01:47:58,110 - mmaction - INFO - Epoch [154][280/940] lr: 1.396e-01, eta: 1 day, 20:34:50, time: 1.649, data_time: 0.006, memory: 9063, top1_acc: 0.4340, top5_acc: 0.6822, loss_cls: 2.5048, loss: 2.5048, grad_norm: 1.6855 2020-08-11 01:48:31,519 - mmaction - INFO - Epoch [154][300/940] lr: 1.396e-01, eta: 1 day, 20:34:17, time: 1.666, data_time: 0.006, memory: 9063, top1_acc: 0.4238, top5_acc: 0.6813, loss_cls: 2.5318, loss: 2.5318, grad_norm: 1.7005 2020-08-11 01:49:02,228 - mmaction - INFO - Epoch [154][320/940] lr: 1.396e-01, eta: 1 day, 20:33:34, time: 1.539, data_time: 0.008, memory: 9063, top1_acc: 0.4088, top5_acc: 0.6553, loss_cls: 2.6956, loss: 2.6956, grad_norm: 1.7201 2020-08-11 01:49:34,972 - mmaction - INFO - Epoch [154][340/940] lr: 1.396e-01, eta: 1 day, 20:32:59, time: 1.638, data_time: 0.005, memory: 9063, top1_acc: 0.4146, top5_acc: 0.6744, loss_cls: 2.5964, loss: 2.5964, grad_norm: 1.6629 2020-08-11 01:50:08,546 - mmaction - INFO - Epoch [154][360/940] lr: 1.396e-01, eta: 1 day, 20:32:27, time: 1.679, data_time: 0.005, memory: 9063, top1_acc: 0.4408, top5_acc: 0.6740, loss_cls: 2.5481, loss: 2.5481, grad_norm: 1.6510 2020-08-11 01:50:41,439 - mmaction - INFO - Epoch [154][380/940] lr: 1.396e-01, eta: 1 day, 20:31:52, time: 1.645, data_time: 0.003, memory: 9063, top1_acc: 0.4338, top5_acc: 0.6691, loss_cls: 2.5606, loss: 2.5606, grad_norm: 1.6669 2020-08-11 01:51:14,114 - mmaction - INFO - Epoch [154][400/940] lr: 1.396e-01, eta: 1 day, 20:31:17, time: 1.632, data_time: 0.005, memory: 9063, top1_acc: 0.4389, top5_acc: 0.6816, loss_cls: 2.4877, loss: 2.4877, grad_norm: 1.6620 2020-08-11 01:51:47,457 - mmaction - INFO - Epoch [154][420/940] lr: 1.396e-01, eta: 1 day, 20:30:44, time: 1.669, data_time: 0.007, memory: 9063, top1_acc: 0.4295, top5_acc: 0.6729, loss_cls: 2.5490, loss: 2.5490, grad_norm: 1.6542 2020-08-11 01:52:20,155 - mmaction - INFO - Epoch [154][440/940] lr: 1.396e-01, eta: 1 day, 20:30:09, time: 1.635, data_time: 0.002, memory: 9063, top1_acc: 0.4270, top5_acc: 0.6822, loss_cls: 2.5476, loss: 2.5476, grad_norm: 1.6837 2020-08-11 01:52:54,084 - mmaction - INFO - Epoch [154][460/940] lr: 1.396e-01, eta: 1 day, 20:29:38, time: 1.695, data_time: 0.005, memory: 9063, top1_acc: 0.4424, top5_acc: 0.6855, loss_cls: 2.4934, loss: 2.4934, grad_norm: 1.6533 2020-08-11 01:53:27,522 - mmaction - INFO - Epoch [154][480/940] lr: 1.396e-01, eta: 1 day, 20:29:05, time: 1.671, data_time: 0.006, memory: 9063, top1_acc: 0.4213, top5_acc: 0.6822, loss_cls: 2.5419, loss: 2.5419, grad_norm: 1.6697 2020-08-11 01:54:00,874 - mmaction - INFO - Epoch [154][500/940] lr: 1.396e-01, eta: 1 day, 20:28:32, time: 1.664, data_time: 0.006, memory: 9063, top1_acc: 0.4346, top5_acc: 0.6707, loss_cls: 2.5249, loss: 2.5249, grad_norm: 1.6639 2020-08-11 01:54:33,066 - mmaction - INFO - Epoch [154][520/940] lr: 1.396e-01, eta: 1 day, 20:27:55, time: 1.614, data_time: 0.011, memory: 9063, top1_acc: 0.4117, top5_acc: 0.6578, loss_cls: 2.6019, loss: 2.6019, grad_norm: 1.6872 2020-08-11 01:55:06,473 - mmaction - INFO - Epoch [154][540/940] lr: 1.396e-01, eta: 1 day, 20:27:23, time: 1.671, data_time: 0.005, memory: 9063, top1_acc: 0.4238, top5_acc: 0.6785, loss_cls: 2.5659, loss: 2.5659, grad_norm: 1.6757 2020-08-11 01:55:39,408 - mmaction - INFO - Epoch [154][560/940] lr: 1.396e-01, eta: 1 day, 20:26:48, time: 1.646, data_time: 0.002, memory: 9063, top1_acc: 0.4314, top5_acc: 0.6785, loss_cls: 2.5301, loss: 2.5301, grad_norm: 1.6651 2020-08-11 01:56:13,574 - mmaction - INFO - Epoch [154][580/940] lr: 1.396e-01, eta: 1 day, 20:26:18, time: 1.707, data_time: 0.005, memory: 9063, top1_acc: 0.4229, top5_acc: 0.6682, loss_cls: 2.5693, loss: 2.5693, grad_norm: 1.6821 2020-08-11 01:56:46,056 - mmaction - INFO - Epoch [154][600/940] lr: 1.396e-01, eta: 1 day, 20:25:42, time: 1.626, data_time: 0.008, memory: 9063, top1_acc: 0.4287, top5_acc: 0.6695, loss_cls: 2.5550, loss: 2.5550, grad_norm: 1.6832 2020-08-11 01:57:19,119 - mmaction - INFO - Epoch [154][620/940] lr: 1.396e-01, eta: 1 day, 20:25:08, time: 1.649, data_time: 0.008, memory: 9063, top1_acc: 0.4240, top5_acc: 0.6695, loss_cls: 2.5785, loss: 2.5785, grad_norm: 1.7029 2020-08-11 01:57:51,933 - mmaction - INFO - Epoch [154][640/940] lr: 1.396e-01, eta: 1 day, 20:24:33, time: 1.646, data_time: 0.007, memory: 9063, top1_acc: 0.4203, top5_acc: 0.6750, loss_cls: 2.5686, loss: 2.5686, grad_norm: 1.6682 2020-08-11 01:58:23,950 - mmaction - INFO - Epoch [154][660/940] lr: 1.396e-01, eta: 1 day, 20:23:55, time: 1.599, data_time: 0.005, memory: 9063, top1_acc: 0.4369, top5_acc: 0.6859, loss_cls: 2.5131, loss: 2.5131, grad_norm: 1.6678 2020-08-11 01:58:55,644 - mmaction - INFO - Epoch [154][680/940] lr: 1.396e-01, eta: 1 day, 20:23:16, time: 1.586, data_time: 0.006, memory: 9063, top1_acc: 0.4242, top5_acc: 0.6699, loss_cls: 2.5527, loss: 2.5527, grad_norm: 1.7019 2020-08-11 01:59:28,035 - mmaction - INFO - Epoch [154][700/940] lr: 1.396e-01, eta: 1 day, 20:22:39, time: 1.620, data_time: 0.004, memory: 9063, top1_acc: 0.4316, top5_acc: 0.6854, loss_cls: 2.5082, loss: 2.5082, grad_norm: 1.6945 2020-08-11 01:59:59,899 - mmaction - INFO - Epoch [154][720/940] lr: 1.396e-01, eta: 1 day, 20:22:00, time: 1.592, data_time: 0.005, memory: 9063, top1_acc: 0.4123, top5_acc: 0.6611, loss_cls: 2.6053, loss: 2.6053, grad_norm: 1.7074 2020-08-11 02:00:38,874 - mmaction - INFO - Epoch [154][740/940] lr: 1.396e-01, eta: 1 day, 20:21:49, time: 1.943, data_time: 0.006, memory: 9063, top1_acc: 0.4258, top5_acc: 0.6715, loss_cls: 2.5612, loss: 2.5612, grad_norm: 1.6513 2020-08-11 02:01:11,699 - mmaction - INFO - Epoch [154][760/940] lr: 1.396e-01, eta: 1 day, 20:21:15, time: 1.649, data_time: 0.016, memory: 9063, top1_acc: 0.4295, top5_acc: 0.6748, loss_cls: 2.5718, loss: 2.5718, grad_norm: 1.6967 2020-08-11 02:01:44,325 - mmaction - INFO - Epoch [154][780/940] lr: 1.396e-01, eta: 1 day, 20:20:39, time: 1.631, data_time: 0.006, memory: 9063, top1_acc: 0.4266, top5_acc: 0.6742, loss_cls: 2.5616, loss: 2.5616, grad_norm: 1.6671 2020-08-11 02:02:17,018 - mmaction - INFO - Epoch [154][800/940] lr: 1.396e-01, eta: 1 day, 20:20:04, time: 1.633, data_time: 0.002, memory: 9063, top1_acc: 0.4125, top5_acc: 0.6650, loss_cls: 2.6151, loss: 2.6151, grad_norm: 1.7057 2020-08-11 02:02:48,284 - mmaction - INFO - Epoch [154][820/940] lr: 1.396e-01, eta: 1 day, 20:19:23, time: 1.565, data_time: 0.007, memory: 9063, top1_acc: 0.4209, top5_acc: 0.6721, loss_cls: 2.6036, loss: 2.6036, grad_norm: 1.6809 2020-08-11 02:03:21,578 - mmaction - INFO - Epoch [154][840/940] lr: 1.396e-01, eta: 1 day, 20:18:50, time: 1.664, data_time: 0.005, memory: 9063, top1_acc: 0.4348, top5_acc: 0.6793, loss_cls: 2.5429, loss: 2.5429, grad_norm: 1.6875 2020-08-11 02:03:54,725 - mmaction - INFO - Epoch [154][860/940] lr: 1.396e-01, eta: 1 day, 20:18:16, time: 1.658, data_time: 0.005, memory: 9063, top1_acc: 0.4275, top5_acc: 0.6766, loss_cls: 2.5502, loss: 2.5502, grad_norm: 1.6903 2020-08-11 02:04:28,062 - mmaction - INFO - Epoch [154][880/940] lr: 1.396e-01, eta: 1 day, 20:17:43, time: 1.664, data_time: 0.005, memory: 9063, top1_acc: 0.4221, top5_acc: 0.6682, loss_cls: 2.5761, loss: 2.5761, grad_norm: 1.6992 2020-08-11 02:05:01,733 - mmaction - INFO - Epoch [154][900/940] lr: 1.396e-01, eta: 1 day, 20:17:12, time: 1.684, data_time: 0.007, memory: 9063, top1_acc: 0.4285, top5_acc: 0.6787, loss_cls: 2.5481, loss: 2.5481, grad_norm: 1.6518 2020-08-11 02:05:34,383 - mmaction - INFO - Epoch [154][920/940] lr: 1.396e-01, eta: 1 day, 20:16:36, time: 1.633, data_time: 0.006, memory: 9063, top1_acc: 0.4266, top5_acc: 0.6613, loss_cls: 2.5933, loss: 2.5933, grad_norm: 1.6985 2020-08-11 02:06:06,210 - mmaction - INFO - Epoch [154][940/940] lr: 1.396e-01, eta: 1 day, 20:15:57, time: 1.592, data_time: 0.008, memory: 9063, top1_acc: 0.4156, top5_acc: 0.6648, loss_cls: 2.6110, loss: 2.6110, grad_norm: 1.6919 2020-08-11 02:06:51,385 - mmaction - INFO - Epoch [155][20/940] lr: 1.373e-01, eta: 1 day, 20:16:09, time: 2.236, data_time: 0.743, memory: 9063, top1_acc: 0.4314, top5_acc: 0.6771, loss_cls: 2.5464, loss: 2.5464, grad_norm: 1.6469 2020-08-11 02:07:22,025 - mmaction - INFO - Epoch [155][40/940] lr: 1.373e-01, eta: 1 day, 20:15:26, time: 1.532, data_time: 0.003, memory: 9063, top1_acc: 0.4340, top5_acc: 0.6775, loss_cls: 2.5057, loss: 2.5057, grad_norm: 1.6627 2020-08-11 02:07:54,861 - mmaction - INFO - Epoch [155][60/940] lr: 1.373e-01, eta: 1 day, 20:14:51, time: 1.640, data_time: 0.005, memory: 9063, top1_acc: 0.4232, top5_acc: 0.6777, loss_cls: 2.5478, loss: 2.5478, grad_norm: 1.6850 2020-08-11 02:08:27,095 - mmaction - INFO - Epoch [155][80/940] lr: 1.373e-01, eta: 1 day, 20:14:14, time: 1.614, data_time: 0.007, memory: 9063, top1_acc: 0.4344, top5_acc: 0.6744, loss_cls: 2.5187, loss: 2.5187, grad_norm: 1.6685 2020-08-11 02:09:00,250 - mmaction - INFO - Epoch [155][100/940] lr: 1.373e-01, eta: 1 day, 20:13:40, time: 1.655, data_time: 0.005, memory: 9063, top1_acc: 0.4330, top5_acc: 0.6848, loss_cls: 2.5020, loss: 2.5020, grad_norm: 1.6904 2020-08-11 02:09:33,311 - mmaction - INFO - Epoch [155][120/940] lr: 1.373e-01, eta: 1 day, 20:13:06, time: 1.652, data_time: 0.006, memory: 9063, top1_acc: 0.4418, top5_acc: 0.6834, loss_cls: 2.5070, loss: 2.5070, grad_norm: 1.6609 2020-08-11 02:10:06,997 - mmaction - INFO - Epoch [155][140/940] lr: 1.373e-01, eta: 1 day, 20:12:35, time: 1.688, data_time: 0.008, memory: 9063, top1_acc: 0.4254, top5_acc: 0.6707, loss_cls: 2.5655, loss: 2.5655, grad_norm: 1.6815 2020-08-11 02:10:40,196 - mmaction - INFO - Epoch [155][160/940] lr: 1.373e-01, eta: 1 day, 20:12:01, time: 1.658, data_time: 0.002, memory: 9063, top1_acc: 0.4311, top5_acc: 0.6729, loss_cls: 2.5634, loss: 2.5634, grad_norm: 1.6670 2020-08-11 02:11:12,809 - mmaction - INFO - Epoch [155][180/940] lr: 1.373e-01, eta: 1 day, 20:11:25, time: 1.632, data_time: 0.005, memory: 9063, top1_acc: 0.4375, top5_acc: 0.6869, loss_cls: 2.5058, loss: 2.5058, grad_norm: 1.6886 2020-08-11 02:11:45,488 - mmaction - INFO - Epoch [155][200/940] lr: 1.373e-01, eta: 1 day, 20:10:50, time: 1.631, data_time: 0.005, memory: 9063, top1_acc: 0.4211, top5_acc: 0.6727, loss_cls: 2.5909, loss: 2.5909, grad_norm: 1.7089 2020-08-11 02:12:17,946 - mmaction - INFO - Epoch [155][220/940] lr: 1.373e-01, eta: 1 day, 20:10:13, time: 1.622, data_time: 0.007, memory: 9063, top1_acc: 0.4260, top5_acc: 0.6787, loss_cls: 2.5524, loss: 2.5524, grad_norm: 1.7025 2020-08-11 02:12:50,607 - mmaction - INFO - Epoch [155][240/940] lr: 1.373e-01, eta: 1 day, 20:09:38, time: 1.637, data_time: 0.007, memory: 9063, top1_acc: 0.4271, top5_acc: 0.6689, loss_cls: 2.5596, loss: 2.5596, grad_norm: 1.6843 2020-08-11 02:13:23,926 - mmaction - INFO - Epoch [155][260/940] lr: 1.373e-01, eta: 1 day, 20:09:05, time: 1.662, data_time: 0.005, memory: 9063, top1_acc: 0.4279, top5_acc: 0.6766, loss_cls: 2.5406, loss: 2.5406, grad_norm: 1.7056 2020-08-11 02:13:55,881 - mmaction - INFO - Epoch [155][280/940] lr: 1.373e-01, eta: 1 day, 20:08:26, time: 1.597, data_time: 0.007, memory: 9063, top1_acc: 0.4191, top5_acc: 0.6664, loss_cls: 2.5896, loss: 2.5896, grad_norm: 1.7005 2020-08-11 02:14:27,226 - mmaction - INFO - Epoch [155][300/940] lr: 1.373e-01, eta: 1 day, 20:07:46, time: 1.569, data_time: 0.011, memory: 9063, top1_acc: 0.4203, top5_acc: 0.6770, loss_cls: 2.5549, loss: 2.5549, grad_norm: 1.6977 2020-08-11 02:14:59,875 - mmaction - INFO - Epoch [155][320/940] lr: 1.373e-01, eta: 1 day, 20:07:11, time: 1.636, data_time: 0.007, memory: 9063, top1_acc: 0.4348, top5_acc: 0.6750, loss_cls: 2.5335, loss: 2.5335, grad_norm: 1.6709 2020-08-11 02:15:32,488 - mmaction - INFO - Epoch [155][340/940] lr: 1.373e-01, eta: 1 day, 20:06:35, time: 1.630, data_time: 0.007, memory: 9063, top1_acc: 0.4246, top5_acc: 0.6791, loss_cls: 2.5640, loss: 2.5640, grad_norm: 1.7048 2020-08-11 02:16:05,617 - mmaction - INFO - Epoch [155][360/940] lr: 1.373e-01, eta: 1 day, 20:06:01, time: 1.657, data_time: 0.005, memory: 9063, top1_acc: 0.4271, top5_acc: 0.6791, loss_cls: 2.5529, loss: 2.5529, grad_norm: 1.6880 2020-08-11 02:16:38,142 - mmaction - INFO - Epoch [155][380/940] lr: 1.373e-01, eta: 1 day, 20:05:25, time: 1.625, data_time: 0.005, memory: 9063, top1_acc: 0.4260, top5_acc: 0.6723, loss_cls: 2.5812, loss: 2.5812, grad_norm: 1.6579 2020-08-11 02:17:11,130 - mmaction - INFO - Epoch [155][400/940] lr: 1.373e-01, eta: 1 day, 20:04:51, time: 1.651, data_time: 0.007, memory: 9063, top1_acc: 0.4303, top5_acc: 0.6752, loss_cls: 2.5484, loss: 2.5484, grad_norm: 1.6763 2020-08-11 02:17:42,514 - mmaction - INFO - Epoch [155][420/940] lr: 1.373e-01, eta: 1 day, 20:04:11, time: 1.567, data_time: 0.005, memory: 9063, top1_acc: 0.4395, top5_acc: 0.6873, loss_cls: 2.5215, loss: 2.5215, grad_norm: 1.7043 2020-08-11 02:18:16,804 - mmaction - INFO - Epoch [155][440/940] lr: 1.373e-01, eta: 1 day, 20:03:42, time: 1.717, data_time: 0.006, memory: 9063, top1_acc: 0.4252, top5_acc: 0.6748, loss_cls: 2.5504, loss: 2.5504, grad_norm: 1.6899 2020-08-11 02:18:48,570 - mmaction - INFO - Epoch [155][460/940] lr: 1.373e-01, eta: 1 day, 20:03:03, time: 1.585, data_time: 0.005, memory: 9063, top1_acc: 0.4182, top5_acc: 0.6730, loss_cls: 2.5847, loss: 2.5847, grad_norm: 1.7170 2020-08-11 02:19:21,847 - mmaction - INFO - Epoch [155][480/940] lr: 1.373e-01, eta: 1 day, 20:02:30, time: 1.666, data_time: 0.006, memory: 9063, top1_acc: 0.4154, top5_acc: 0.6582, loss_cls: 2.6396, loss: 2.6396, grad_norm: 1.7119 2020-08-11 02:19:55,556 - mmaction - INFO - Epoch [155][500/940] lr: 1.373e-01, eta: 1 day, 20:01:58, time: 1.683, data_time: 0.005, memory: 9063, top1_acc: 0.4232, top5_acc: 0.6783, loss_cls: 2.5542, loss: 2.5542, grad_norm: 1.6582 2020-08-11 02:20:27,686 - mmaction - INFO - Epoch [155][520/940] lr: 1.373e-01, eta: 1 day, 20:01:21, time: 1.609, data_time: 0.006, memory: 9063, top1_acc: 0.4350, top5_acc: 0.6775, loss_cls: 2.5365, loss: 2.5365, grad_norm: 1.6767 2020-08-11 02:21:00,585 - mmaction - INFO - Epoch [155][540/940] lr: 1.373e-01, eta: 1 day, 20:00:46, time: 1.642, data_time: 0.004, memory: 9063, top1_acc: 0.4217, top5_acc: 0.6713, loss_cls: 2.5830, loss: 2.5830, grad_norm: 1.6903 2020-08-11 02:21:34,153 - mmaction - INFO - Epoch [155][560/940] lr: 1.373e-01, eta: 1 day, 20:00:14, time: 1.681, data_time: 0.005, memory: 9063, top1_acc: 0.4279, top5_acc: 0.6777, loss_cls: 2.5282, loss: 2.5282, grad_norm: 1.6690 2020-08-11 02:22:07,645 - mmaction - INFO - Epoch [155][580/940] lr: 1.373e-01, eta: 1 day, 19:59:42, time: 1.670, data_time: 0.004, memory: 9063, top1_acc: 0.4244, top5_acc: 0.6687, loss_cls: 2.5589, loss: 2.5589, grad_norm: 1.6873 2020-08-11 02:22:39,662 - mmaction - INFO - Epoch [155][600/940] lr: 1.373e-01, eta: 1 day, 19:59:04, time: 1.605, data_time: 0.007, memory: 9063, top1_acc: 0.4260, top5_acc: 0.6758, loss_cls: 2.5525, loss: 2.5525, grad_norm: 1.6976 2020-08-11 02:23:11,705 - mmaction - INFO - Epoch [155][620/940] lr: 1.373e-01, eta: 1 day, 19:58:26, time: 1.601, data_time: 0.002, memory: 9063, top1_acc: 0.4129, top5_acc: 0.6594, loss_cls: 2.6184, loss: 2.6184, grad_norm: 1.6909 2020-08-11 02:23:43,808 - mmaction - INFO - Epoch [155][640/940] lr: 1.373e-01, eta: 1 day, 19:57:49, time: 1.606, data_time: 0.006, memory: 9063, top1_acc: 0.4236, top5_acc: 0.6662, loss_cls: 2.5831, loss: 2.5831, grad_norm: 1.6744 2020-08-11 02:24:17,632 - mmaction - INFO - Epoch [155][660/940] lr: 1.373e-01, eta: 1 day, 19:57:17, time: 1.689, data_time: 0.006, memory: 9063, top1_acc: 0.4324, top5_acc: 0.6770, loss_cls: 2.5371, loss: 2.5371, grad_norm: 1.6802 2020-08-11 02:24:50,766 - mmaction - INFO - Epoch [155][680/940] lr: 1.373e-01, eta: 1 day, 19:56:44, time: 1.660, data_time: 0.007, memory: 9063, top1_acc: 0.4215, top5_acc: 0.6619, loss_cls: 2.6228, loss: 2.6228, grad_norm: 1.6637 2020-08-11 02:25:23,036 - mmaction - INFO - Epoch [155][700/940] lr: 1.373e-01, eta: 1 day, 19:56:07, time: 1.611, data_time: 0.005, memory: 9063, top1_acc: 0.4271, top5_acc: 0.6752, loss_cls: 2.5385, loss: 2.5385, grad_norm: 1.6990 2020-08-11 02:25:55,100 - mmaction - INFO - Epoch [155][720/940] lr: 1.373e-01, eta: 1 day, 19:55:29, time: 1.603, data_time: 0.006, memory: 9063, top1_acc: 0.4242, top5_acc: 0.6658, loss_cls: 2.5896, loss: 2.5896, grad_norm: 1.7148 2020-08-11 02:26:28,290 - mmaction - INFO - Epoch [155][740/940] lr: 1.373e-01, eta: 1 day, 19:54:56, time: 1.660, data_time: 0.009, memory: 9063, top1_acc: 0.4326, top5_acc: 0.6809, loss_cls: 2.5191, loss: 2.5191, grad_norm: 1.7147 2020-08-11 02:27:01,872 - mmaction - INFO - Epoch [155][760/940] lr: 1.373e-01, eta: 1 day, 19:54:24, time: 1.680, data_time: 0.006, memory: 9063, top1_acc: 0.4344, top5_acc: 0.6758, loss_cls: 2.5143, loss: 2.5143, grad_norm: 1.6859 2020-08-11 02:27:35,240 - mmaction - INFO - Epoch [155][780/940] lr: 1.373e-01, eta: 1 day, 19:53:51, time: 1.668, data_time: 0.007, memory: 9063, top1_acc: 0.4203, top5_acc: 0.6584, loss_cls: 2.6292, loss: 2.6292, grad_norm: 1.7064 2020-08-11 02:28:08,390 - mmaction - INFO - Epoch [155][800/940] lr: 1.373e-01, eta: 1 day, 19:53:18, time: 1.654, data_time: 0.005, memory: 9063, top1_acc: 0.4229, top5_acc: 0.6717, loss_cls: 2.5808, loss: 2.5808, grad_norm: 1.6763 2020-08-11 02:28:41,258 - mmaction - INFO - Epoch [155][820/940] lr: 1.373e-01, eta: 1 day, 19:52:43, time: 1.645, data_time: 0.009, memory: 9063, top1_acc: 0.4242, top5_acc: 0.6719, loss_cls: 2.5563, loss: 2.5563, grad_norm: 1.6780 2020-08-11 02:29:11,165 - mmaction - INFO - Epoch [155][840/940] lr: 1.373e-01, eta: 1 day, 19:51:58, time: 1.498, data_time: 0.008, memory: 9063, top1_acc: 0.4287, top5_acc: 0.6672, loss_cls: 2.5849, loss: 2.5849, grad_norm: 1.6781 2020-08-11 02:29:42,787 - mmaction - INFO - Epoch [155][860/940] lr: 1.373e-01, eta: 1 day, 19:51:18, time: 1.580, data_time: 0.004, memory: 9063, top1_acc: 0.4352, top5_acc: 0.6816, loss_cls: 2.5375, loss: 2.5375, grad_norm: 1.6723 2020-08-11 02:30:15,489 - mmaction - INFO - Epoch [155][880/940] lr: 1.373e-01, eta: 1 day, 19:50:43, time: 1.634, data_time: 0.005, memory: 9063, top1_acc: 0.4377, top5_acc: 0.6822, loss_cls: 2.5216, loss: 2.5216, grad_norm: 1.7102 2020-08-11 02:30:47,821 - mmaction - INFO - Epoch [155][900/940] lr: 1.373e-01, eta: 1 day, 19:50:06, time: 1.618, data_time: 0.006, memory: 9063, top1_acc: 0.4244, top5_acc: 0.6691, loss_cls: 2.5776, loss: 2.5776, grad_norm: 1.6724 2020-08-11 02:31:20,992 - mmaction - INFO - Epoch [155][920/940] lr: 1.373e-01, eta: 1 day, 19:49:33, time: 1.658, data_time: 0.005, memory: 9063, top1_acc: 0.4332, top5_acc: 0.6779, loss_cls: 2.5391, loss: 2.5391, grad_norm: 1.6882 2020-08-11 02:31:53,199 - mmaction - INFO - Epoch [155][940/940] lr: 1.373e-01, eta: 1 day, 19:48:56, time: 1.612, data_time: 0.005, memory: 9063, top1_acc: 0.4170, top5_acc: 0.6792, loss_cls: 2.5924, loss: 2.5924, grad_norm: 1.7511 2020-08-11 02:32:31,807 - mmaction - INFO - Epoch [156][20/940] lr: 1.349e-01, eta: 1 day, 19:48:42, time: 1.917, data_time: 0.426, memory: 9063, top1_acc: 0.4340, top5_acc: 0.6781, loss_cls: 2.5192, loss: 2.5192, grad_norm: 1.6956 2020-08-11 02:33:04,286 - mmaction - INFO - Epoch [156][40/940] lr: 1.349e-01, eta: 1 day, 19:48:06, time: 1.624, data_time: 0.002, memory: 9063, top1_acc: 0.4238, top5_acc: 0.6713, loss_cls: 2.5644, loss: 2.5644, grad_norm: 1.6991 2020-08-11 02:33:34,634 - mmaction - INFO - Epoch [156][60/940] lr: 1.349e-01, eta: 1 day, 19:47:22, time: 1.518, data_time: 0.002, memory: 9063, top1_acc: 0.4453, top5_acc: 0.6914, loss_cls: 2.4792, loss: 2.4792, grad_norm: 1.6636 2020-08-11 02:34:06,716 - mmaction - INFO - Epoch [156][80/940] lr: 1.349e-01, eta: 1 day, 19:46:44, time: 1.600, data_time: 0.007, memory: 9063, top1_acc: 0.4393, top5_acc: 0.6766, loss_cls: 2.5437, loss: 2.5437, grad_norm: 1.7035 2020-08-11 02:34:39,702 - mmaction - INFO - Epoch [156][100/940] lr: 1.349e-01, eta: 1 day, 19:46:10, time: 1.653, data_time: 0.007, memory: 9063, top1_acc: 0.4309, top5_acc: 0.6689, loss_cls: 2.5679, loss: 2.5679, grad_norm: 1.7187 2020-08-11 02:35:12,078 - mmaction - INFO - Epoch [156][120/940] lr: 1.349e-01, eta: 1 day, 19:45:34, time: 1.619, data_time: 0.005, memory: 9063, top1_acc: 0.4256, top5_acc: 0.6762, loss_cls: 2.5476, loss: 2.5476, grad_norm: 1.6729 2020-08-11 02:35:43,876 - mmaction - INFO - Epoch [156][140/940] lr: 1.349e-01, eta: 1 day, 19:44:55, time: 1.590, data_time: 0.002, memory: 9063, top1_acc: 0.4283, top5_acc: 0.6818, loss_cls: 2.5210, loss: 2.5210, grad_norm: 1.6918 2020-08-11 02:36:17,139 - mmaction - INFO - Epoch [156][160/940] lr: 1.349e-01, eta: 1 day, 19:44:22, time: 1.660, data_time: 0.005, memory: 9063, top1_acc: 0.4217, top5_acc: 0.6781, loss_cls: 2.5564, loss: 2.5564, grad_norm: 1.7241 2020-08-11 02:36:49,621 - mmaction - INFO - Epoch [156][180/940] lr: 1.349e-01, eta: 1 day, 19:43:46, time: 1.627, data_time: 0.007, memory: 9063, top1_acc: 0.4336, top5_acc: 0.6785, loss_cls: 2.5334, loss: 2.5334, grad_norm: 1.6978 2020-08-11 02:37:21,001 - mmaction - INFO - Epoch [156][200/940] lr: 1.349e-01, eta: 1 day, 19:43:06, time: 1.564, data_time: 0.007, memory: 9063, top1_acc: 0.4436, top5_acc: 0.6861, loss_cls: 2.4614, loss: 2.4614, grad_norm: 1.6732 2020-08-11 02:37:52,049 - mmaction - INFO - Epoch [156][220/940] lr: 1.349e-01, eta: 1 day, 19:42:25, time: 1.558, data_time: 0.008, memory: 9063, top1_acc: 0.4311, top5_acc: 0.6777, loss_cls: 2.5166, loss: 2.5166, grad_norm: 1.6954 2020-08-11 02:38:23,849 - mmaction - INFO - Epoch [156][240/940] lr: 1.349e-01, eta: 1 day, 19:41:46, time: 1.588, data_time: 0.004, memory: 9063, top1_acc: 0.4221, top5_acc: 0.6648, loss_cls: 2.5929, loss: 2.5929, grad_norm: 1.6816 2020-08-11 02:38:56,357 - mmaction - INFO - Epoch [156][260/940] lr: 1.349e-01, eta: 1 day, 19:41:10, time: 1.627, data_time: 0.005, memory: 9063, top1_acc: 0.4277, top5_acc: 0.6684, loss_cls: 2.5644, loss: 2.5644, grad_norm: 1.6828 2020-08-11 02:39:27,398 - mmaction - INFO - Epoch [156][280/940] lr: 1.349e-01, eta: 1 day, 19:40:29, time: 1.552, data_time: 0.002, memory: 9063, top1_acc: 0.4303, top5_acc: 0.6678, loss_cls: 2.5555, loss: 2.5555, grad_norm: 1.6982 2020-08-11 02:40:00,877 - mmaction - INFO - Epoch [156][300/940] lr: 1.349e-01, eta: 1 day, 19:39:57, time: 1.671, data_time: 0.004, memory: 9063, top1_acc: 0.4432, top5_acc: 0.6771, loss_cls: 2.5274, loss: 2.5274, grad_norm: 1.6648 2020-08-11 02:40:34,373 - mmaction - INFO - Epoch [156][320/940] lr: 1.349e-01, eta: 1 day, 19:39:25, time: 1.676, data_time: 0.008, memory: 9063, top1_acc: 0.4336, top5_acc: 0.6789, loss_cls: 2.5345, loss: 2.5345, grad_norm: 1.6856 2020-08-11 02:41:08,303 - mmaction - INFO - Epoch [156][340/940] lr: 1.349e-01, eta: 1 day, 19:38:54, time: 1.693, data_time: 0.007, memory: 9063, top1_acc: 0.4324, top5_acc: 0.6875, loss_cls: 2.5294, loss: 2.5294, grad_norm: 1.6893 2020-08-11 02:41:39,972 - mmaction - INFO - Epoch [156][360/940] lr: 1.349e-01, eta: 1 day, 19:38:15, time: 1.588, data_time: 0.008, memory: 9063, top1_acc: 0.4447, top5_acc: 0.6838, loss_cls: 2.4720, loss: 2.4720, grad_norm: 1.6898 2020-08-11 02:42:12,877 - mmaction - INFO - Epoch [156][380/940] lr: 1.349e-01, eta: 1 day, 19:37:41, time: 1.644, data_time: 0.005, memory: 9063, top1_acc: 0.4279, top5_acc: 0.6740, loss_cls: 2.5387, loss: 2.5387, grad_norm: 1.7119 2020-08-11 02:42:45,131 - mmaction - INFO - Epoch [156][400/940] lr: 1.349e-01, eta: 1 day, 19:37:04, time: 1.614, data_time: 0.006, memory: 9063, top1_acc: 0.4373, top5_acc: 0.6762, loss_cls: 2.5463, loss: 2.5463, grad_norm: 1.6837 2020-08-11 02:43:18,734 - mmaction - INFO - Epoch [156][420/940] lr: 1.349e-01, eta: 1 day, 19:36:32, time: 1.681, data_time: 0.004, memory: 9063, top1_acc: 0.4221, top5_acc: 0.6779, loss_cls: 2.5312, loss: 2.5312, grad_norm: 1.6959 2020-08-11 02:43:50,559 - mmaction - INFO - Epoch [156][440/940] lr: 1.349e-01, eta: 1 day, 19:35:54, time: 1.589, data_time: 0.005, memory: 9063, top1_acc: 0.4242, top5_acc: 0.6764, loss_cls: 2.5532, loss: 2.5532, grad_norm: 1.7302 2020-08-11 02:44:22,728 - mmaction - INFO - Epoch [156][460/940] lr: 1.349e-01, eta: 1 day, 19:35:17, time: 1.610, data_time: 0.008, memory: 9063, top1_acc: 0.4285, top5_acc: 0.6729, loss_cls: 2.5558, loss: 2.5558, grad_norm: 1.6974 2020-08-11 02:44:55,226 - mmaction - INFO - Epoch [156][480/940] lr: 1.349e-01, eta: 1 day, 19:34:41, time: 1.621, data_time: 0.005, memory: 9063, top1_acc: 0.4256, top5_acc: 0.6707, loss_cls: 2.5628, loss: 2.5628, grad_norm: 1.6825 2020-08-11 02:45:26,443 - mmaction - INFO - Epoch [156][500/940] lr: 1.349e-01, eta: 1 day, 19:34:00, time: 1.565, data_time: 0.007, memory: 9063, top1_acc: 0.4346, top5_acc: 0.6801, loss_cls: 2.5173, loss: 2.5173, grad_norm: 1.6945 2020-08-11 02:45:59,590 - mmaction - INFO - Epoch [156][520/940] lr: 1.349e-01, eta: 1 day, 19:33:27, time: 1.656, data_time: 0.005, memory: 9063, top1_acc: 0.4314, top5_acc: 0.6855, loss_cls: 2.5043, loss: 2.5043, grad_norm: 1.7171 2020-08-11 02:46:31,707 - mmaction - INFO - Epoch [156][540/940] lr: 1.349e-01, eta: 1 day, 19:32:50, time: 1.607, data_time: 0.006, memory: 9063, top1_acc: 0.4213, top5_acc: 0.6600, loss_cls: 2.5908, loss: 2.5908, grad_norm: 1.6930 2020-08-11 02:47:06,007 - mmaction - INFO - Epoch [156][560/940] lr: 1.349e-01, eta: 1 day, 19:32:20, time: 1.711, data_time: 0.007, memory: 9063, top1_acc: 0.4246, top5_acc: 0.6689, loss_cls: 2.5667, loss: 2.5667, grad_norm: 1.7213 2020-08-11 02:47:38,481 - mmaction - INFO - Epoch [156][580/940] lr: 1.349e-01, eta: 1 day, 19:31:45, time: 1.628, data_time: 0.007, memory: 9063, top1_acc: 0.4289, top5_acc: 0.6768, loss_cls: 2.5212, loss: 2.5212, grad_norm: 1.7002 2020-08-11 02:48:12,139 - mmaction - INFO - Epoch [156][600/940] lr: 1.349e-01, eta: 1 day, 19:31:13, time: 1.682, data_time: 0.008, memory: 9063, top1_acc: 0.4217, top5_acc: 0.6646, loss_cls: 2.5744, loss: 2.5744, grad_norm: 1.6837 2020-08-11 02:48:44,162 - mmaction - INFO - Epoch [156][620/940] lr: 1.349e-01, eta: 1 day, 19:30:35, time: 1.602, data_time: 0.005, memory: 9063, top1_acc: 0.4367, top5_acc: 0.6830, loss_cls: 2.5235, loss: 2.5235, grad_norm: 1.6858 2020-08-11 02:49:17,788 - mmaction - INFO - Epoch [156][640/940] lr: 1.349e-01, eta: 1 day, 19:30:04, time: 1.679, data_time: 0.005, memory: 9063, top1_acc: 0.4195, top5_acc: 0.6680, loss_cls: 2.5444, loss: 2.5444, grad_norm: 1.7020 2020-08-11 02:49:50,346 - mmaction - INFO - Epoch [156][660/940] lr: 1.349e-01, eta: 1 day, 19:29:28, time: 1.630, data_time: 0.007, memory: 9063, top1_acc: 0.4248, top5_acc: 0.6670, loss_cls: 2.5851, loss: 2.5851, grad_norm: 1.6958 2020-08-11 02:50:23,759 - mmaction - INFO - Epoch [156][680/940] lr: 1.349e-01, eta: 1 day, 19:28:55, time: 1.667, data_time: 0.006, memory: 9063, top1_acc: 0.4301, top5_acc: 0.6738, loss_cls: 2.5752, loss: 2.5752, grad_norm: 1.6910 2020-08-11 02:50:56,811 - mmaction - INFO - Epoch [156][700/940] lr: 1.349e-01, eta: 1 day, 19:28:22, time: 1.656, data_time: 0.007, memory: 9063, top1_acc: 0.4350, top5_acc: 0.6791, loss_cls: 2.5278, loss: 2.5278, grad_norm: 1.6851 2020-08-11 02:51:28,772 - mmaction - INFO - Epoch [156][720/940] lr: 1.349e-01, eta: 1 day, 19:27:44, time: 1.596, data_time: 0.005, memory: 9063, top1_acc: 0.4301, top5_acc: 0.6695, loss_cls: 2.5700, loss: 2.5700, grad_norm: 1.7071 2020-08-11 02:51:59,695 - mmaction - INFO - Epoch [156][740/940] lr: 1.349e-01, eta: 1 day, 19:27:02, time: 1.546, data_time: 0.006, memory: 9063, top1_acc: 0.4270, top5_acc: 0.6738, loss_cls: 2.5460, loss: 2.5460, grad_norm: 1.7010 2020-08-11 02:52:32,086 - mmaction - INFO - Epoch [156][760/940] lr: 1.349e-01, eta: 1 day, 19:26:26, time: 1.620, data_time: 0.006, memory: 9063, top1_acc: 0.4264, top5_acc: 0.6777, loss_cls: 2.5376, loss: 2.5376, grad_norm: 1.6718 2020-08-11 02:53:04,671 - mmaction - INFO - Epoch [156][780/940] lr: 1.349e-01, eta: 1 day, 19:25:51, time: 1.631, data_time: 0.005, memory: 9063, top1_acc: 0.4283, top5_acc: 0.6736, loss_cls: 2.5416, loss: 2.5416, grad_norm: 1.7120 2020-08-11 02:53:37,248 - mmaction - INFO - Epoch [156][800/940] lr: 1.349e-01, eta: 1 day, 19:25:15, time: 1.628, data_time: 0.007, memory: 9063, top1_acc: 0.4170, top5_acc: 0.6738, loss_cls: 2.5597, loss: 2.5597, grad_norm: 1.6970 2020-08-11 02:54:10,099 - mmaction - INFO - Epoch [156][820/940] lr: 1.349e-01, eta: 1 day, 19:24:41, time: 1.642, data_time: 0.006, memory: 9063, top1_acc: 0.4229, top5_acc: 0.6725, loss_cls: 2.5712, loss: 2.5712, grad_norm: 1.6963 2020-08-11 02:54:42,569 - mmaction - INFO - Epoch [156][840/940] lr: 1.349e-01, eta: 1 day, 19:24:05, time: 1.625, data_time: 0.006, memory: 9063, top1_acc: 0.4178, top5_acc: 0.6613, loss_cls: 2.5928, loss: 2.5928, grad_norm: 1.7210 2020-08-11 02:55:15,042 - mmaction - INFO - Epoch [156][860/940] lr: 1.349e-01, eta: 1 day, 19:23:29, time: 1.621, data_time: 0.005, memory: 9063, top1_acc: 0.4211, top5_acc: 0.6676, loss_cls: 2.5853, loss: 2.5853, grad_norm: 1.6840 2020-08-11 02:55:47,618 - mmaction - INFO - Epoch [156][880/940] lr: 1.349e-01, eta: 1 day, 19:22:54, time: 1.631, data_time: 0.007, memory: 9063, top1_acc: 0.4354, top5_acc: 0.6785, loss_cls: 2.5157, loss: 2.5157, grad_norm: 1.7001 2020-08-11 02:56:20,806 - mmaction - INFO - Epoch [156][900/940] lr: 1.349e-01, eta: 1 day, 19:22:20, time: 1.657, data_time: 0.005, memory: 9063, top1_acc: 0.4336, top5_acc: 0.6818, loss_cls: 2.5178, loss: 2.5178, grad_norm: 1.6752 2020-08-11 02:56:53,134 - mmaction - INFO - Epoch [156][920/940] lr: 1.349e-01, eta: 1 day, 19:21:44, time: 1.620, data_time: 0.007, memory: 9063, top1_acc: 0.4256, top5_acc: 0.6785, loss_cls: 2.5452, loss: 2.5452, grad_norm: 1.7176 2020-08-11 02:57:22,740 - mmaction - INFO - Epoch [156][940/940] lr: 1.349e-01, eta: 1 day, 19:20:58, time: 1.477, data_time: 0.005, memory: 9063, top1_acc: 0.4205, top5_acc: 0.6709, loss_cls: 2.5806, loss: 2.5806, grad_norm: 1.7370 2020-08-11 02:57:22,984 - mmaction - INFO - Saving checkpoint at 156 epochs 2020-08-11 02:58:00,905 - mmaction - INFO - Epoch [157][20/940] lr: 1.326e-01, eta: 1 day, 19:20:36, time: 1.815, data_time: 0.369, memory: 9063, top1_acc: 0.4324, top5_acc: 0.6684, loss_cls: 2.5819, loss: 2.5819, grad_norm: 1.6609 2020-08-11 02:58:32,301 - mmaction - INFO - Epoch [157][40/940] lr: 1.326e-01, eta: 1 day, 19:19:56, time: 1.565, data_time: 0.005, memory: 9063, top1_acc: 0.4207, top5_acc: 0.6813, loss_cls: 2.5350, loss: 2.5350, grad_norm: 1.6836 2020-08-11 02:59:04,590 - mmaction - INFO - Epoch [157][60/940] lr: 1.326e-01, eta: 1 day, 19:19:20, time: 1.618, data_time: 0.007, memory: 9063, top1_acc: 0.4412, top5_acc: 0.6828, loss_cls: 2.5101, loss: 2.5101, grad_norm: 1.6899 2020-08-11 02:59:37,090 - mmaction - INFO - Epoch [157][80/940] lr: 1.326e-01, eta: 1 day, 19:18:44, time: 1.620, data_time: 0.005, memory: 9063, top1_acc: 0.4533, top5_acc: 0.6891, loss_cls: 2.4715, loss: 2.4715, grad_norm: 1.6832 2020-08-11 03:00:19,559 - mmaction - INFO - Epoch [157][100/940] lr: 1.326e-01, eta: 1 day, 19:18:43, time: 2.122, data_time: 0.012, memory: 9063, top1_acc: 0.4455, top5_acc: 0.6844, loss_cls: 2.4919, loss: 2.4919, grad_norm: 1.6773 2020-08-11 03:00:46,669 - mmaction - INFO - Epoch [157][120/940] lr: 1.326e-01, eta: 1 day, 19:17:49, time: 1.364, data_time: 0.018, memory: 9063, top1_acc: 0.4393, top5_acc: 0.6828, loss_cls: 2.4974, loss: 2.4974, grad_norm: 1.7056 2020-08-11 03:01:18,262 - mmaction - INFO - Epoch [157][140/940] lr: 1.326e-01, eta: 1 day, 19:17:10, time: 1.576, data_time: 0.004, memory: 9063, top1_acc: 0.4246, top5_acc: 0.6742, loss_cls: 2.5542, loss: 2.5542, grad_norm: 1.6843 2020-08-11 03:01:52,527 - mmaction - INFO - Epoch [157][160/940] lr: 1.326e-01, eta: 1 day, 19:16:40, time: 1.714, data_time: 0.007, memory: 9063, top1_acc: 0.4301, top5_acc: 0.6793, loss_cls: 2.5409, loss: 2.5409, grad_norm: 1.7226 2020-08-11 03:02:25,616 - mmaction - INFO - Epoch [157][180/940] lr: 1.326e-01, eta: 1 day, 19:16:07, time: 1.657, data_time: 0.006, memory: 9063, top1_acc: 0.4299, top5_acc: 0.6832, loss_cls: 2.5109, loss: 2.5109, grad_norm: 1.6992 2020-08-11 03:02:57,404 - mmaction - INFO - Epoch [157][200/940] lr: 1.326e-01, eta: 1 day, 19:15:29, time: 1.590, data_time: 0.004, memory: 9063, top1_acc: 0.4348, top5_acc: 0.6787, loss_cls: 2.5253, loss: 2.5253, grad_norm: 1.7012 2020-08-11 03:03:30,353 - mmaction - INFO - Epoch [157][220/940] lr: 1.326e-01, eta: 1 day, 19:14:54, time: 1.641, data_time: 0.004, memory: 9063, top1_acc: 0.4225, top5_acc: 0.6715, loss_cls: 2.5461, loss: 2.5461, grad_norm: 1.6956 2020-08-11 03:04:02,685 - mmaction - INFO - Epoch [157][240/940] lr: 1.326e-01, eta: 1 day, 19:14:18, time: 1.619, data_time: 0.009, memory: 9063, top1_acc: 0.4324, top5_acc: 0.6828, loss_cls: 2.5302, loss: 2.5302, grad_norm: 1.7164 2020-08-11 03:04:37,299 - mmaction - INFO - Epoch [157][260/940] lr: 1.326e-01, eta: 1 day, 19:13:50, time: 1.732, data_time: 0.009, memory: 9063, top1_acc: 0.4389, top5_acc: 0.6826, loss_cls: 2.5183, loss: 2.5183, grad_norm: 1.7628 2020-08-11 03:05:09,170 - mmaction - INFO - Epoch [157][280/940] lr: 1.326e-01, eta: 1 day, 19:13:12, time: 1.595, data_time: 0.006, memory: 9063, top1_acc: 0.4238, top5_acc: 0.6670, loss_cls: 2.5681, loss: 2.5681, grad_norm: 1.7197 2020-08-11 03:05:41,289 - mmaction - INFO - Epoch [157][300/940] lr: 1.326e-01, eta: 1 day, 19:12:35, time: 1.605, data_time: 0.002, memory: 9063, top1_acc: 0.4273, top5_acc: 0.6746, loss_cls: 2.5511, loss: 2.5511, grad_norm: 1.7022 2020-08-11 03:06:12,929 - mmaction - INFO - Epoch [157][320/940] lr: 1.326e-01, eta: 1 day, 19:11:56, time: 1.579, data_time: 0.006, memory: 9063, top1_acc: 0.4289, top5_acc: 0.6744, loss_cls: 2.5551, loss: 2.5551, grad_norm: 1.6810 2020-08-11 03:06:45,205 - mmaction - INFO - Epoch [157][340/940] lr: 1.326e-01, eta: 1 day, 19:11:20, time: 1.617, data_time: 0.007, memory: 9063, top1_acc: 0.4250, top5_acc: 0.6727, loss_cls: 2.5479, loss: 2.5479, grad_norm: 1.7145 2020-08-11 03:07:18,275 - mmaction - INFO - Epoch [157][360/940] lr: 1.326e-01, eta: 1 day, 19:10:46, time: 1.651, data_time: 0.005, memory: 9063, top1_acc: 0.4338, top5_acc: 0.6752, loss_cls: 2.5449, loss: 2.5449, grad_norm: 1.7415 2020-08-11 03:07:50,551 - mmaction - INFO - Epoch [157][380/940] lr: 1.326e-01, eta: 1 day, 19:10:10, time: 1.616, data_time: 0.007, memory: 9063, top1_acc: 0.4436, top5_acc: 0.6895, loss_cls: 2.4421, loss: 2.4421, grad_norm: 1.7229 2020-08-11 03:08:23,816 - mmaction - INFO - Epoch [157][400/940] lr: 1.326e-01, eta: 1 day, 19:09:37, time: 1.660, data_time: 0.005, memory: 9063, top1_acc: 0.4256, top5_acc: 0.6682, loss_cls: 2.5773, loss: 2.5773, grad_norm: 1.7586 2020-08-11 03:08:55,743 - mmaction - INFO - Epoch [157][420/940] lr: 1.326e-01, eta: 1 day, 19:08:59, time: 1.600, data_time: 0.007, memory: 9063, top1_acc: 0.4283, top5_acc: 0.6771, loss_cls: 2.5288, loss: 2.5288, grad_norm: 1.7248 2020-08-11 03:09:28,309 - mmaction - INFO - Epoch [157][440/940] lr: 1.326e-01, eta: 1 day, 19:08:24, time: 1.628, data_time: 0.002, memory: 9063, top1_acc: 0.4311, top5_acc: 0.6785, loss_cls: 2.5334, loss: 2.5334, grad_norm: 1.7324 2020-08-11 03:10:02,347 - mmaction - INFO - Epoch [157][460/940] lr: 1.326e-01, eta: 1 day, 19:07:53, time: 1.698, data_time: 0.005, memory: 9063, top1_acc: 0.4268, top5_acc: 0.6725, loss_cls: 2.5457, loss: 2.5457, grad_norm: 1.7232 2020-08-11 03:10:34,488 - mmaction - INFO - Epoch [157][480/940] lr: 1.326e-01, eta: 1 day, 19:07:16, time: 1.609, data_time: 0.007, memory: 9063, top1_acc: 0.4328, top5_acc: 0.6789, loss_cls: 2.5240, loss: 2.5240, grad_norm: 1.6917 2020-08-11 03:11:06,875 - mmaction - INFO - Epoch [157][500/940] lr: 1.326e-01, eta: 1 day, 19:06:40, time: 1.617, data_time: 0.007, memory: 9063, top1_acc: 0.4336, top5_acc: 0.6799, loss_cls: 2.5417, loss: 2.5417, grad_norm: 1.7189 2020-08-11 03:11:39,591 - mmaction - INFO - Epoch [157][520/940] lr: 1.326e-01, eta: 1 day, 19:06:06, time: 1.640, data_time: 0.007, memory: 9063, top1_acc: 0.4297, top5_acc: 0.6822, loss_cls: 2.5228, loss: 2.5228, grad_norm: 1.7655 2020-08-11 03:12:11,977 - mmaction - INFO - Epoch [157][540/940] lr: 1.326e-01, eta: 1 day, 19:05:29, time: 1.614, data_time: 0.005, memory: 9063, top1_acc: 0.4398, top5_acc: 0.6836, loss_cls: 2.5041, loss: 2.5041, grad_norm: 1.7113 2020-08-11 03:12:42,962 - mmaction - INFO - Epoch [157][560/940] lr: 1.326e-01, eta: 1 day, 19:04:49, time: 1.552, data_time: 0.008, memory: 9063, top1_acc: 0.4232, top5_acc: 0.6830, loss_cls: 2.5736, loss: 2.5736, grad_norm: 1.7085 2020-08-11 03:13:15,416 - mmaction - INFO - Epoch [157][580/940] lr: 1.326e-01, eta: 1 day, 19:04:13, time: 1.625, data_time: 0.006, memory: 9063, top1_acc: 0.4219, top5_acc: 0.6764, loss_cls: 2.5605, loss: 2.5605, grad_norm: 1.7122 2020-08-11 03:13:46,451 - mmaction - INFO - Epoch [157][600/940] lr: 1.326e-01, eta: 1 day, 19:03:32, time: 1.549, data_time: 0.005, memory: 9063, top1_acc: 0.4248, top5_acc: 0.6744, loss_cls: 2.5507, loss: 2.5507, grad_norm: 1.6989 2020-08-11 03:14:18,845 - mmaction - INFO - Epoch [157][620/940] lr: 1.326e-01, eta: 1 day, 19:02:56, time: 1.622, data_time: 0.007, memory: 9063, top1_acc: 0.4313, top5_acc: 0.6727, loss_cls: 2.5483, loss: 2.5483, grad_norm: 1.7127 2020-08-11 03:14:49,862 - mmaction - INFO - Epoch [157][640/940] lr: 1.326e-01, eta: 1 day, 19:02:16, time: 1.549, data_time: 0.005, memory: 9063, top1_acc: 0.4285, top5_acc: 0.6785, loss_cls: 2.5432, loss: 2.5432, grad_norm: 1.7002 2020-08-11 03:15:23,315 - mmaction - INFO - Epoch [157][660/940] lr: 1.326e-01, eta: 1 day, 19:01:43, time: 1.669, data_time: 0.006, memory: 9063, top1_acc: 0.4453, top5_acc: 0.6932, loss_cls: 2.4409, loss: 2.4409, grad_norm: 1.7102 2020-08-11 03:15:53,019 - mmaction - INFO - Epoch [157][680/940] lr: 1.326e-01, eta: 1 day, 19:00:58, time: 1.490, data_time: 0.008, memory: 9063, top1_acc: 0.4324, top5_acc: 0.6781, loss_cls: 2.5223, loss: 2.5223, grad_norm: 1.7226 2020-08-11 03:16:25,225 - mmaction - INFO - Epoch [157][700/940] lr: 1.326e-01, eta: 1 day, 19:00:21, time: 1.609, data_time: 0.007, memory: 9063, top1_acc: 0.4379, top5_acc: 0.6799, loss_cls: 2.5306, loss: 2.5306, grad_norm: 1.7123 2020-08-11 03:16:58,014 - mmaction - INFO - Epoch [157][720/940] lr: 1.326e-01, eta: 1 day, 18:59:47, time: 1.641, data_time: 0.007, memory: 9063, top1_acc: 0.4375, top5_acc: 0.6814, loss_cls: 2.5162, loss: 2.5162, grad_norm: 1.7277 2020-08-11 03:17:31,399 - mmaction - INFO - Epoch [157][740/940] lr: 1.326e-01, eta: 1 day, 18:59:14, time: 1.667, data_time: 0.005, memory: 9063, top1_acc: 0.4324, top5_acc: 0.6922, loss_cls: 2.4947, loss: 2.4947, grad_norm: 1.7057 2020-08-11 03:18:03,389 - mmaction - INFO - Epoch [157][760/940] lr: 1.326e-01, eta: 1 day, 18:58:37, time: 1.602, data_time: 0.007, memory: 9063, top1_acc: 0.4322, top5_acc: 0.6779, loss_cls: 2.4980, loss: 2.4980, grad_norm: 1.7284 2020-08-11 03:18:36,177 - mmaction - INFO - Epoch [157][780/940] lr: 1.326e-01, eta: 1 day, 18:58:03, time: 1.638, data_time: 0.005, memory: 9063, top1_acc: 0.4373, top5_acc: 0.6760, loss_cls: 2.5612, loss: 2.5612, grad_norm: 1.7363 2020-08-11 03:19:10,074 - mmaction - INFO - Epoch [157][800/940] lr: 1.326e-01, eta: 1 day, 18:57:32, time: 1.694, data_time: 0.005, memory: 9063, top1_acc: 0.4311, top5_acc: 0.6734, loss_cls: 2.5358, loss: 2.5358, grad_norm: 1.7399 2020-08-11 03:19:42,281 - mmaction - INFO - Epoch [157][820/940] lr: 1.326e-01, eta: 1 day, 18:56:55, time: 1.612, data_time: 0.006, memory: 9063, top1_acc: 0.4279, top5_acc: 0.6822, loss_cls: 2.5207, loss: 2.5207, grad_norm: 1.7177 2020-08-11 03:20:15,308 - mmaction - INFO - Epoch [157][840/940] lr: 1.326e-01, eta: 1 day, 18:56:21, time: 1.650, data_time: 0.005, memory: 9063, top1_acc: 0.4191, top5_acc: 0.6791, loss_cls: 2.5293, loss: 2.5293, grad_norm: 1.7391 2020-08-11 03:20:48,847 - mmaction - INFO - Epoch [157][860/940] lr: 1.326e-01, eta: 1 day, 18:55:50, time: 1.678, data_time: 0.006, memory: 9063, top1_acc: 0.4336, top5_acc: 0.6775, loss_cls: 2.5379, loss: 2.5379, grad_norm: 1.7317 2020-08-11 03:21:21,197 - mmaction - INFO - Epoch [157][880/940] lr: 1.326e-01, eta: 1 day, 18:55:13, time: 1.614, data_time: 0.007, memory: 9063, top1_acc: 0.4256, top5_acc: 0.6773, loss_cls: 2.5399, loss: 2.5399, grad_norm: 1.7514 2020-08-11 03:21:54,592 - mmaction - INFO - Epoch [157][900/940] lr: 1.326e-01, eta: 1 day, 18:54:41, time: 1.673, data_time: 0.007, memory: 9063, top1_acc: 0.4273, top5_acc: 0.6885, loss_cls: 2.5143, loss: 2.5143, grad_norm: 1.7203 2020-08-11 03:22:25,416 - mmaction - INFO - Epoch [157][920/940] lr: 1.326e-01, eta: 1 day, 18:54:00, time: 1.540, data_time: 0.005, memory: 9063, top1_acc: 0.4221, top5_acc: 0.6818, loss_cls: 2.5691, loss: 2.5691, grad_norm: 1.7211 2020-08-11 03:22:57,008 - mmaction - INFO - Epoch [157][940/940] lr: 1.326e-01, eta: 1 day, 18:53:21, time: 1.579, data_time: 0.006, memory: 9063, top1_acc: 0.4278, top5_acc: 0.6735, loss_cls: 2.5499, loss: 2.5499, grad_norm: 1.7189 2020-08-11 03:23:37,765 - mmaction - INFO - Epoch [158][20/940] lr: 1.303e-01, eta: 1 day, 18:53:12, time: 2.015, data_time: 0.626, memory: 9063, top1_acc: 0.4314, top5_acc: 0.6707, loss_cls: 2.5240, loss: 2.5240, grad_norm: 1.7236 2020-08-11 03:24:09,714 - mmaction - INFO - Epoch [158][40/940] lr: 1.303e-01, eta: 1 day, 18:52:35, time: 1.599, data_time: 0.005, memory: 9063, top1_acc: 0.4375, top5_acc: 0.6826, loss_cls: 2.4891, loss: 2.4891, grad_norm: 1.7113 2020-08-11 03:24:41,505 - mmaction - INFO - Epoch [158][60/940] lr: 1.303e-01, eta: 1 day, 18:51:57, time: 1.588, data_time: 0.005, memory: 9063, top1_acc: 0.4326, top5_acc: 0.6762, loss_cls: 2.5327, loss: 2.5327, grad_norm: 1.7271 2020-08-11 03:25:14,755 - mmaction - INFO - Epoch [158][80/940] lr: 1.303e-01, eta: 1 day, 18:51:24, time: 1.662, data_time: 0.007, memory: 9063, top1_acc: 0.4385, top5_acc: 0.6852, loss_cls: 2.4932, loss: 2.4932, grad_norm: 1.7191 2020-08-11 03:25:47,214 - mmaction - INFO - Epoch [158][100/940] lr: 1.303e-01, eta: 1 day, 18:50:48, time: 1.624, data_time: 0.005, memory: 9063, top1_acc: 0.4566, top5_acc: 0.6971, loss_cls: 2.4124, loss: 2.4124, grad_norm: 1.7117 2020-08-11 03:26:19,426 - mmaction - INFO - Epoch [158][120/940] lr: 1.303e-01, eta: 1 day, 18:50:12, time: 1.607, data_time: 0.007, memory: 9063, top1_acc: 0.4352, top5_acc: 0.6881, loss_cls: 2.4779, loss: 2.4779, grad_norm: 1.7535 2020-08-11 03:26:51,911 - mmaction - INFO - Epoch [158][140/940] lr: 1.303e-01, eta: 1 day, 18:49:36, time: 1.628, data_time: 0.007, memory: 9063, top1_acc: 0.4205, top5_acc: 0.6578, loss_cls: 2.5960, loss: 2.5960, grad_norm: 1.7481 2020-08-11 03:27:23,904 - mmaction - INFO - Epoch [158][160/940] lr: 1.303e-01, eta: 1 day, 18:48:59, time: 1.595, data_time: 0.005, memory: 9063, top1_acc: 0.4281, top5_acc: 0.6846, loss_cls: 2.5190, loss: 2.5190, grad_norm: 1.7281 2020-08-11 03:27:56,921 - mmaction - INFO - Epoch [158][180/940] lr: 1.303e-01, eta: 1 day, 18:48:25, time: 1.655, data_time: 0.008, memory: 9063, top1_acc: 0.4256, top5_acc: 0.6748, loss_cls: 2.5728, loss: 2.5728, grad_norm: 1.7168 2020-08-11 03:28:30,225 - mmaction - INFO - Epoch [158][200/940] lr: 1.303e-01, eta: 1 day, 18:47:52, time: 1.664, data_time: 0.006, memory: 9063, top1_acc: 0.4451, top5_acc: 0.6795, loss_cls: 2.4658, loss: 2.4658, grad_norm: 1.7386 2020-08-11 03:29:03,044 - mmaction - INFO - Epoch [158][220/940] lr: 1.303e-01, eta: 1 day, 18:47:18, time: 1.641, data_time: 0.007, memory: 9063, top1_acc: 0.4467, top5_acc: 0.6885, loss_cls: 2.4734, loss: 2.4734, grad_norm: 1.7220 2020-08-11 03:29:36,248 - mmaction - INFO - Epoch [158][240/940] lr: 1.303e-01, eta: 1 day, 18:46:45, time: 1.662, data_time: 0.005, memory: 9063, top1_acc: 0.4363, top5_acc: 0.6871, loss_cls: 2.5021, loss: 2.5021, grad_norm: 1.7387 2020-08-11 03:30:08,444 - mmaction - INFO - Epoch [158][260/940] lr: 1.303e-01, eta: 1 day, 18:46:08, time: 1.610, data_time: 0.005, memory: 9063, top1_acc: 0.4342, top5_acc: 0.6807, loss_cls: 2.5029, loss: 2.5029, grad_norm: 1.6812 2020-08-11 03:30:41,165 - mmaction - INFO - Epoch [158][280/940] lr: 1.303e-01, eta: 1 day, 18:45:34, time: 1.636, data_time: 0.003, memory: 9063, top1_acc: 0.4369, top5_acc: 0.6789, loss_cls: 2.5112, loss: 2.5112, grad_norm: 1.7120 2020-08-11 03:31:14,093 - mmaction - INFO - Epoch [158][300/940] lr: 1.303e-01, eta: 1 day, 18:45:00, time: 1.647, data_time: 0.006, memory: 9063, top1_acc: 0.4320, top5_acc: 0.6760, loss_cls: 2.5250, loss: 2.5250, grad_norm: 1.7086 2020-08-11 03:31:46,469 - mmaction - INFO - Epoch [158][320/940] lr: 1.303e-01, eta: 1 day, 18:44:24, time: 1.617, data_time: 0.006, memory: 9063, top1_acc: 0.4363, top5_acc: 0.6803, loss_cls: 2.5352, loss: 2.5352, grad_norm: 1.7080 2020-08-11 03:32:19,207 - mmaction - INFO - Epoch [158][340/940] lr: 1.303e-01, eta: 1 day, 18:43:49, time: 1.639, data_time: 0.006, memory: 9063, top1_acc: 0.4416, top5_acc: 0.6920, loss_cls: 2.4758, loss: 2.4758, grad_norm: 1.7208 2020-08-11 03:32:50,926 - mmaction - INFO - Epoch [158][360/940] lr: 1.303e-01, eta: 1 day, 18:43:11, time: 1.586, data_time: 0.002, memory: 9063, top1_acc: 0.4330, top5_acc: 0.6775, loss_cls: 2.5279, loss: 2.5279, grad_norm: 1.7480 2020-08-11 03:33:23,770 - mmaction - INFO - Epoch [158][380/940] lr: 1.303e-01, eta: 1 day, 18:42:37, time: 1.642, data_time: 0.002, memory: 9063, top1_acc: 0.4365, top5_acc: 0.6738, loss_cls: 2.5250, loss: 2.5250, grad_norm: 1.7382 2020-08-11 03:33:57,140 - mmaction - INFO - Epoch [158][400/940] lr: 1.303e-01, eta: 1 day, 18:42:04, time: 1.666, data_time: 0.005, memory: 9063, top1_acc: 0.4402, top5_acc: 0.6779, loss_cls: 2.5234, loss: 2.5234, grad_norm: 1.7251 2020-08-11 03:34:28,632 - mmaction - INFO - Epoch [158][420/940] lr: 1.303e-01, eta: 1 day, 18:41:25, time: 1.577, data_time: 0.006, memory: 9063, top1_acc: 0.4230, top5_acc: 0.6713, loss_cls: 2.5482, loss: 2.5482, grad_norm: 1.7236 2020-08-11 03:35:01,143 - mmaction - INFO - Epoch [158][440/940] lr: 1.303e-01, eta: 1 day, 18:40:50, time: 1.623, data_time: 0.005, memory: 9063, top1_acc: 0.4336, top5_acc: 0.6703, loss_cls: 2.5600, loss: 2.5600, grad_norm: 1.6958 2020-08-11 03:35:32,979 - mmaction - INFO - Epoch [158][460/940] lr: 1.303e-01, eta: 1 day, 18:40:12, time: 1.591, data_time: 0.007, memory: 9063, top1_acc: 0.4408, top5_acc: 0.6912, loss_cls: 2.4569, loss: 2.4569, grad_norm: 1.7275 2020-08-11 03:36:05,245 - mmaction - INFO - Epoch [158][480/940] lr: 1.303e-01, eta: 1 day, 18:39:36, time: 1.613, data_time: 0.008, memory: 9063, top1_acc: 0.4322, top5_acc: 0.6822, loss_cls: 2.5331, loss: 2.5331, grad_norm: 1.7367 2020-08-11 03:36:36,942 - mmaction - INFO - Epoch [158][500/940] lr: 1.303e-01, eta: 1 day, 18:38:58, time: 1.588, data_time: 0.007, memory: 9063, top1_acc: 0.4486, top5_acc: 0.6865, loss_cls: 2.4958, loss: 2.4958, grad_norm: 1.6907 2020-08-11 03:37:09,240 - mmaction - INFO - Epoch [158][520/940] lr: 1.303e-01, eta: 1 day, 18:38:22, time: 1.614, data_time: 0.005, memory: 9063, top1_acc: 0.4346, top5_acc: 0.6842, loss_cls: 2.5055, loss: 2.5055, grad_norm: 1.7062 2020-08-11 03:37:40,771 - mmaction - INFO - Epoch [158][540/940] lr: 1.303e-01, eta: 1 day, 18:37:43, time: 1.578, data_time: 0.007, memory: 9063, top1_acc: 0.4295, top5_acc: 0.6789, loss_cls: 2.5361, loss: 2.5361, grad_norm: 1.7560 2020-08-11 03:38:10,701 - mmaction - INFO - Epoch [158][560/940] lr: 1.303e-01, eta: 1 day, 18:36:59, time: 1.495, data_time: 0.005, memory: 9063, top1_acc: 0.4311, top5_acc: 0.6768, loss_cls: 2.5472, loss: 2.5472, grad_norm: 1.7029 2020-08-11 03:38:42,745 - mmaction - INFO - Epoch [158][580/940] lr: 1.303e-01, eta: 1 day, 18:36:22, time: 1.604, data_time: 0.006, memory: 9063, top1_acc: 0.4359, top5_acc: 0.6859, loss_cls: 2.5049, loss: 2.5049, grad_norm: 1.7725 2020-08-11 03:39:14,812 - mmaction - INFO - Epoch [158][600/940] lr: 1.303e-01, eta: 1 day, 18:35:45, time: 1.602, data_time: 0.005, memory: 9063, top1_acc: 0.4262, top5_acc: 0.6703, loss_cls: 2.5685, loss: 2.5685, grad_norm: 1.7427 2020-08-11 03:39:47,374 - mmaction - INFO - Epoch [158][620/940] lr: 1.303e-01, eta: 1 day, 18:35:10, time: 1.630, data_time: 0.005, memory: 9063, top1_acc: 0.4377, top5_acc: 0.6844, loss_cls: 2.5246, loss: 2.5246, grad_norm: 1.7054 2020-08-11 03:40:18,844 - mmaction - INFO - Epoch [158][640/940] lr: 1.303e-01, eta: 1 day, 18:34:31, time: 1.571, data_time: 0.005, memory: 9063, top1_acc: 0.4332, top5_acc: 0.6844, loss_cls: 2.4762, loss: 2.4762, grad_norm: 1.7353 2020-08-11 03:40:50,993 - mmaction - INFO - Epoch [158][660/940] lr: 1.303e-01, eta: 1 day, 18:33:55, time: 1.611, data_time: 0.007, memory: 9063, top1_acc: 0.4387, top5_acc: 0.6768, loss_cls: 2.5146, loss: 2.5146, grad_norm: 1.7104 2020-08-11 03:41:23,399 - mmaction - INFO - Epoch [158][680/940] lr: 1.303e-01, eta: 1 day, 18:33:19, time: 1.617, data_time: 0.004, memory: 9063, top1_acc: 0.4434, top5_acc: 0.6826, loss_cls: 2.4905, loss: 2.4905, grad_norm: 1.7189 2020-08-11 03:41:54,753 - mmaction - INFO - Epoch [158][700/940] lr: 1.303e-01, eta: 1 day, 18:32:40, time: 1.570, data_time: 0.006, memory: 9063, top1_acc: 0.4225, top5_acc: 0.6729, loss_cls: 2.5594, loss: 2.5594, grad_norm: 1.7634 2020-08-11 03:42:24,873 - mmaction - INFO - Epoch [158][720/940] lr: 1.303e-01, eta: 1 day, 18:31:57, time: 1.503, data_time: 0.008, memory: 9063, top1_acc: 0.4256, top5_acc: 0.6748, loss_cls: 2.5489, loss: 2.5489, grad_norm: 1.7156 2020-08-11 03:42:56,397 - mmaction - INFO - Epoch [158][740/940] lr: 1.303e-01, eta: 1 day, 18:31:18, time: 1.580, data_time: 0.007, memory: 9063, top1_acc: 0.4275, top5_acc: 0.6777, loss_cls: 2.5551, loss: 2.5551, grad_norm: 1.7040 2020-08-11 03:43:27,085 - mmaction - INFO - Epoch [158][760/940] lr: 1.303e-01, eta: 1 day, 18:30:37, time: 1.530, data_time: 0.003, memory: 9063, top1_acc: 0.4334, top5_acc: 0.6748, loss_cls: 2.5262, loss: 2.5262, grad_norm: 1.7533 2020-08-11 03:43:58,284 - mmaction - INFO - Epoch [158][780/940] lr: 1.303e-01, eta: 1 day, 18:29:57, time: 1.563, data_time: 0.010, memory: 9063, top1_acc: 0.4266, top5_acc: 0.6725, loss_cls: 2.5518, loss: 2.5518, grad_norm: 1.7474 2020-08-11 03:44:31,001 - mmaction - INFO - Epoch [158][800/940] lr: 1.303e-01, eta: 1 day, 18:29:23, time: 1.637, data_time: 0.005, memory: 9063, top1_acc: 0.4389, top5_acc: 0.6828, loss_cls: 2.5308, loss: 2.5308, grad_norm: 1.7270 2020-08-11 03:45:03,481 - mmaction - INFO - Epoch [158][820/940] lr: 1.303e-01, eta: 1 day, 18:28:47, time: 1.624, data_time: 0.005, memory: 9063, top1_acc: 0.4465, top5_acc: 0.6855, loss_cls: 2.4864, loss: 2.4864, grad_norm: 1.7139 2020-08-11 03:45:35,070 - mmaction - INFO - Epoch [158][840/940] lr: 1.303e-01, eta: 1 day, 18:28:09, time: 1.580, data_time: 0.003, memory: 9063, top1_acc: 0.4365, top5_acc: 0.6791, loss_cls: 2.5495, loss: 2.5495, grad_norm: 1.7364 2020-08-11 03:46:05,870 - mmaction - INFO - Epoch [158][860/940] lr: 1.303e-01, eta: 1 day, 18:27:28, time: 1.540, data_time: 0.008, memory: 9063, top1_acc: 0.4346, top5_acc: 0.6863, loss_cls: 2.5036, loss: 2.5036, grad_norm: 1.7331 2020-08-11 03:46:37,236 - mmaction - INFO - Epoch [158][880/940] lr: 1.303e-01, eta: 1 day, 18:26:49, time: 1.567, data_time: 0.002, memory: 9063, top1_acc: 0.4303, top5_acc: 0.6816, loss_cls: 2.5267, loss: 2.5267, grad_norm: 1.7153 2020-08-11 03:47:09,369 - mmaction - INFO - Epoch [158][900/940] lr: 1.303e-01, eta: 1 day, 18:26:13, time: 1.607, data_time: 0.007, memory: 9063, top1_acc: 0.4268, top5_acc: 0.6779, loss_cls: 2.5449, loss: 2.5449, grad_norm: 1.7670 2020-08-11 03:47:40,944 - mmaction - INFO - Epoch [158][920/940] lr: 1.303e-01, eta: 1 day, 18:25:34, time: 1.580, data_time: 0.005, memory: 9063, top1_acc: 0.4410, top5_acc: 0.6795, loss_cls: 2.5142, loss: 2.5142, grad_norm: 1.7433 2020-08-11 03:48:10,539 - mmaction - INFO - Epoch [158][940/940] lr: 1.303e-01, eta: 1 day, 18:24:49, time: 1.479, data_time: 0.006, memory: 9063, top1_acc: 0.4144, top5_acc: 0.6798, loss_cls: 2.5617, loss: 2.5617, grad_norm: 1.7711 2020-08-11 03:48:49,550 - mmaction - INFO - Epoch [159][20/940] lr: 1.280e-01, eta: 1 day, 18:24:34, time: 1.930, data_time: 0.433, memory: 9063, top1_acc: 0.4367, top5_acc: 0.6820, loss_cls: 2.5143, loss: 2.5143, grad_norm: 1.7311 2020-08-11 03:49:19,928 - mmaction - INFO - Epoch [159][40/940] lr: 1.280e-01, eta: 1 day, 18:23:52, time: 1.519, data_time: 0.004, memory: 9063, top1_acc: 0.4307, top5_acc: 0.6777, loss_cls: 2.5126, loss: 2.5126, grad_norm: 1.7582 2020-08-11 03:49:51,080 - mmaction - INFO - Epoch [159][60/940] lr: 1.280e-01, eta: 1 day, 18:23:12, time: 1.553, data_time: 0.005, memory: 9063, top1_acc: 0.4459, top5_acc: 0.6873, loss_cls: 2.4766, loss: 2.4766, grad_norm: 1.7175 2020-08-11 03:50:22,700 - mmaction - INFO - Epoch [159][80/940] lr: 1.280e-01, eta: 1 day, 18:22:34, time: 1.584, data_time: 0.008, memory: 9063, top1_acc: 0.4262, top5_acc: 0.6750, loss_cls: 2.5025, loss: 2.5025, grad_norm: 1.7448 2020-08-11 03:50:56,166 - mmaction - INFO - Epoch [159][100/940] lr: 1.280e-01, eta: 1 day, 18:22:02, time: 1.675, data_time: 0.006, memory: 9063, top1_acc: 0.4402, top5_acc: 0.6881, loss_cls: 2.4728, loss: 2.4728, grad_norm: 1.7301 2020-08-11 03:51:26,534 - mmaction - INFO - Epoch [159][120/940] lr: 1.280e-01, eta: 1 day, 18:21:20, time: 1.518, data_time: 0.008, memory: 9063, top1_acc: 0.4305, top5_acc: 0.6859, loss_cls: 2.5304, loss: 2.5304, grad_norm: 1.7014 2020-08-11 03:51:58,546 - mmaction - INFO - Epoch [159][140/940] lr: 1.280e-01, eta: 1 day, 18:20:43, time: 1.599, data_time: 0.005, memory: 9063, top1_acc: 0.4322, top5_acc: 0.6830, loss_cls: 2.5022, loss: 2.5022, grad_norm: 1.7423 2020-08-11 03:52:29,992 - mmaction - INFO - Epoch [159][160/940] lr: 1.280e-01, eta: 1 day, 18:20:04, time: 1.570, data_time: 0.006, memory: 9063, top1_acc: 0.4436, top5_acc: 0.6926, loss_cls: 2.4564, loss: 2.4564, grad_norm: 1.7402 2020-08-11 03:53:01,768 - mmaction - INFO - Epoch [159][180/940] lr: 1.280e-01, eta: 1 day, 18:19:27, time: 1.593, data_time: 0.007, memory: 9063, top1_acc: 0.4346, top5_acc: 0.6799, loss_cls: 2.5157, loss: 2.5157, grad_norm: 1.7377 2020-08-11 03:53:32,820 - mmaction - INFO - Epoch [159][200/940] lr: 1.280e-01, eta: 1 day, 18:18:47, time: 1.551, data_time: 0.008, memory: 9063, top1_acc: 0.4396, top5_acc: 0.6797, loss_cls: 2.5103, loss: 2.5103, grad_norm: 1.7365 2020-08-11 03:54:04,269 - mmaction - INFO - Epoch [159][220/940] lr: 1.280e-01, eta: 1 day, 18:18:08, time: 1.574, data_time: 0.004, memory: 9063, top1_acc: 0.4324, top5_acc: 0.6711, loss_cls: 2.5326, loss: 2.5326, grad_norm: 1.7562 2020-08-11 03:54:35,248 - mmaction - INFO - Epoch [159][240/940] lr: 1.280e-01, eta: 1 day, 18:17:28, time: 1.544, data_time: 0.005, memory: 9063, top1_acc: 0.4367, top5_acc: 0.6809, loss_cls: 2.5057, loss: 2.5057, grad_norm: 1.7391 2020-08-11 03:55:06,705 - mmaction - INFO - Epoch [159][260/940] lr: 1.280e-01, eta: 1 day, 18:16:49, time: 1.577, data_time: 0.007, memory: 9063, top1_acc: 0.4414, top5_acc: 0.6844, loss_cls: 2.4927, loss: 2.4927, grad_norm: 1.7557 2020-08-11 03:55:39,475 - mmaction - INFO - Epoch [159][280/940] lr: 1.280e-01, eta: 1 day, 18:16:15, time: 1.638, data_time: 0.002, memory: 9063, top1_acc: 0.4236, top5_acc: 0.6811, loss_cls: 2.5363, loss: 2.5363, grad_norm: 1.7407 2020-08-11 03:56:10,263 - mmaction - INFO - Epoch [159][300/940] lr: 1.280e-01, eta: 1 day, 18:15:34, time: 1.536, data_time: 0.005, memory: 9063, top1_acc: 0.4283, top5_acc: 0.6785, loss_cls: 2.5300, loss: 2.5300, grad_norm: 1.7457 2020-08-11 03:56:41,422 - mmaction - INFO - Epoch [159][320/940] lr: 1.280e-01, eta: 1 day, 18:14:55, time: 1.557, data_time: 0.007, memory: 9063, top1_acc: 0.4371, top5_acc: 0.6838, loss_cls: 2.5026, loss: 2.5026, grad_norm: 1.7537 2020-08-11 03:57:13,446 - mmaction - INFO - Epoch [159][340/940] lr: 1.280e-01, eta: 1 day, 18:14:18, time: 1.606, data_time: 0.007, memory: 9063, top1_acc: 0.4340, top5_acc: 0.6783, loss_cls: 2.5399, loss: 2.5399, grad_norm: 1.7300 2020-08-11 03:57:44,934 - mmaction - INFO - Epoch [159][360/940] lr: 1.280e-01, eta: 1 day, 18:13:40, time: 1.573, data_time: 0.007, memory: 9063, top1_acc: 0.4346, top5_acc: 0.6795, loss_cls: 2.5307, loss: 2.5307, grad_norm: 1.7321 2020-08-11 03:58:17,437 - mmaction - INFO - Epoch [159][380/940] lr: 1.280e-01, eta: 1 day, 18:13:04, time: 1.624, data_time: 0.005, memory: 9063, top1_acc: 0.4273, top5_acc: 0.6799, loss_cls: 2.5249, loss: 2.5249, grad_norm: 1.7369 2020-08-11 03:58:50,114 - mmaction - INFO - Epoch [159][400/940] lr: 1.280e-01, eta: 1 day, 18:12:30, time: 1.637, data_time: 0.009, memory: 9063, top1_acc: 0.4289, top5_acc: 0.6711, loss_cls: 2.5792, loss: 2.5792, grad_norm: 1.7717 2020-08-11 03:59:23,442 - mmaction - INFO - Epoch [159][420/940] lr: 1.280e-01, eta: 1 day, 18:11:58, time: 1.666, data_time: 0.004, memory: 9063, top1_acc: 0.4422, top5_acc: 0.6937, loss_cls: 2.4618, loss: 2.4618, grad_norm: 1.7400 2020-08-11 03:59:54,334 - mmaction - INFO - Epoch [159][440/940] lr: 1.280e-01, eta: 1 day, 18:11:17, time: 1.543, data_time: 0.006, memory: 9063, top1_acc: 0.4252, top5_acc: 0.6807, loss_cls: 2.5235, loss: 2.5235, grad_norm: 1.7426 2020-08-11 04:00:42,578 - mmaction - INFO - Epoch [159][460/940] lr: 1.280e-01, eta: 1 day, 18:11:30, time: 2.380, data_time: 0.005, memory: 9063, top1_acc: 0.4311, top5_acc: 0.6738, loss_cls: 2.5458, loss: 2.5458, grad_norm: 1.7508 2020-08-11 04:01:15,050 - mmaction - INFO - Epoch [159][480/940] lr: 1.280e-01, eta: 1 day, 18:10:57, time: 1.652, data_time: 0.251, memory: 9063, top1_acc: 0.4432, top5_acc: 0.6840, loss_cls: 2.5064, loss: 2.5064, grad_norm: 1.7226 2020-08-11 04:01:46,354 - mmaction - INFO - Epoch [159][500/940] lr: 1.280e-01, eta: 1 day, 18:10:18, time: 1.570, data_time: 0.007, memory: 9063, top1_acc: 0.4383, top5_acc: 0.6820, loss_cls: 2.5094, loss: 2.5094, grad_norm: 1.7460 2020-08-11 04:02:19,243 - mmaction - INFO - Epoch [159][520/940] lr: 1.280e-01, eta: 1 day, 18:09:44, time: 1.642, data_time: 0.006, memory: 9063, top1_acc: 0.4436, top5_acc: 0.6805, loss_cls: 2.4916, loss: 2.4916, grad_norm: 1.7080 2020-08-11 04:02:51,456 - mmaction - INFO - Epoch [159][540/940] lr: 1.280e-01, eta: 1 day, 18:09:08, time: 1.613, data_time: 0.007, memory: 9063, top1_acc: 0.4396, top5_acc: 0.6932, loss_cls: 2.4818, loss: 2.4818, grad_norm: 1.7393 2020-08-11 04:03:26,288 - mmaction - INFO - Epoch [159][560/940] lr: 1.280e-01, eta: 1 day, 18:08:40, time: 1.742, data_time: 0.003, memory: 9063, top1_acc: 0.4352, top5_acc: 0.6873, loss_cls: 2.5014, loss: 2.5014, grad_norm: 1.7174 2020-08-11 04:03:58,479 - mmaction - INFO - Epoch [159][580/940] lr: 1.280e-01, eta: 1 day, 18:08:04, time: 1.606, data_time: 0.005, memory: 9063, top1_acc: 0.4344, top5_acc: 0.6814, loss_cls: 2.5109, loss: 2.5109, grad_norm: 1.7553 2020-08-11 04:04:31,613 - mmaction - INFO - Epoch [159][600/940] lr: 1.280e-01, eta: 1 day, 18:07:31, time: 1.660, data_time: 0.007, memory: 9063, top1_acc: 0.4240, top5_acc: 0.6773, loss_cls: 2.5397, loss: 2.5397, grad_norm: 1.7398 2020-08-11 04:05:04,755 - mmaction - INFO - Epoch [159][620/940] lr: 1.280e-01, eta: 1 day, 18:06:58, time: 1.657, data_time: 0.008, memory: 9063, top1_acc: 0.4389, top5_acc: 0.6750, loss_cls: 2.5300, loss: 2.5300, grad_norm: 1.7453 2020-08-11 04:05:38,587 - mmaction - INFO - Epoch [159][640/940] lr: 1.280e-01, eta: 1 day, 18:06:27, time: 1.692, data_time: 0.002, memory: 9063, top1_acc: 0.4266, top5_acc: 0.6793, loss_cls: 2.5556, loss: 2.5556, grad_norm: 1.7353 2020-08-11 04:06:10,562 - mmaction - INFO - Epoch [159][660/940] lr: 1.280e-01, eta: 1 day, 18:05:50, time: 1.597, data_time: 0.004, memory: 9063, top1_acc: 0.4324, top5_acc: 0.6803, loss_cls: 2.5244, loss: 2.5244, grad_norm: 1.7384 2020-08-11 04:06:41,351 - mmaction - INFO - Epoch [159][680/940] lr: 1.280e-01, eta: 1 day, 18:05:09, time: 1.541, data_time: 0.006, memory: 9063, top1_acc: 0.4238, top5_acc: 0.6771, loss_cls: 2.5568, loss: 2.5568, grad_norm: 1.7109 2020-08-11 04:07:14,407 - mmaction - INFO - Epoch [159][700/940] lr: 1.280e-01, eta: 1 day, 18:04:36, time: 1.652, data_time: 0.005, memory: 9063, top1_acc: 0.4287, top5_acc: 0.6754, loss_cls: 2.5436, loss: 2.5436, grad_norm: 1.7481 2020-08-11 04:07:48,548 - mmaction - INFO - Epoch [159][720/940] lr: 1.280e-01, eta: 1 day, 18:04:06, time: 1.709, data_time: 0.007, memory: 9063, top1_acc: 0.4270, top5_acc: 0.6844, loss_cls: 2.5093, loss: 2.5093, grad_norm: 1.7827 2020-08-11 04:08:22,573 - mmaction - INFO - Epoch [159][740/940] lr: 1.280e-01, eta: 1 day, 18:03:36, time: 1.699, data_time: 0.005, memory: 9063, top1_acc: 0.4439, top5_acc: 0.6828, loss_cls: 2.4757, loss: 2.4757, grad_norm: 1.7353 2020-08-11 04:08:56,050 - mmaction - INFO - Epoch [159][760/940] lr: 1.280e-01, eta: 1 day, 18:03:03, time: 1.673, data_time: 0.007, memory: 9063, top1_acc: 0.4463, top5_acc: 0.6955, loss_cls: 2.4732, loss: 2.4732, grad_norm: 1.7016 2020-08-11 04:09:31,456 - mmaction - INFO - Epoch [159][780/940] lr: 1.280e-01, eta: 1 day, 18:02:38, time: 1.773, data_time: 0.006, memory: 9063, top1_acc: 0.4420, top5_acc: 0.6809, loss_cls: 2.5035, loss: 2.5035, grad_norm: 1.7282 2020-08-11 04:10:05,280 - mmaction - INFO - Epoch [159][800/940] lr: 1.280e-01, eta: 1 day, 18:02:07, time: 1.691, data_time: 0.005, memory: 9063, top1_acc: 0.4361, top5_acc: 0.6855, loss_cls: 2.4970, loss: 2.4970, grad_norm: 1.7464 2020-08-11 04:10:38,971 - mmaction - INFO - Epoch [159][820/940] lr: 1.280e-01, eta: 1 day, 18:01:35, time: 1.685, data_time: 0.003, memory: 9063, top1_acc: 0.4281, top5_acc: 0.6842, loss_cls: 2.5349, loss: 2.5349, grad_norm: 1.7631 2020-08-11 04:11:12,504 - mmaction - INFO - Epoch [159][840/940] lr: 1.280e-01, eta: 1 day, 18:01:03, time: 1.674, data_time: 0.005, memory: 9063, top1_acc: 0.4270, top5_acc: 0.6736, loss_cls: 2.5725, loss: 2.5725, grad_norm: 1.7347 2020-08-11 04:11:47,113 - mmaction - INFO - Epoch [159][860/940] lr: 1.280e-01, eta: 1 day, 18:00:35, time: 1.733, data_time: 0.006, memory: 9063, top1_acc: 0.4439, top5_acc: 0.6791, loss_cls: 2.4977, loss: 2.4977, grad_norm: 1.7265 2020-08-11 04:12:21,093 - mmaction - INFO - Epoch [159][880/940] lr: 1.280e-01, eta: 1 day, 18:00:04, time: 1.697, data_time: 0.005, memory: 9063, top1_acc: 0.4490, top5_acc: 0.6824, loss_cls: 2.4819, loss: 2.4819, grad_norm: 1.7382 2020-08-11 04:12:55,723 - mmaction - INFO - Epoch [159][900/940] lr: 1.280e-01, eta: 1 day, 17:59:36, time: 1.733, data_time: 0.005, memory: 9063, top1_acc: 0.4291, top5_acc: 0.6744, loss_cls: 2.5484, loss: 2.5484, grad_norm: 1.7608 2020-08-11 04:13:30,227 - mmaction - INFO - Epoch [159][920/940] lr: 1.280e-01, eta: 1 day, 17:59:07, time: 1.723, data_time: 0.006, memory: 9063, top1_acc: 0.4230, top5_acc: 0.6701, loss_cls: 2.5696, loss: 2.5696, grad_norm: 1.7601 2020-08-11 04:14:03,710 - mmaction - INFO - Epoch [159][940/940] lr: 1.280e-01, eta: 1 day, 17:58:35, time: 1.675, data_time: 0.006, memory: 9063, top1_acc: 0.4233, top5_acc: 0.6625, loss_cls: 2.5997, loss: 2.5997, grad_norm: 1.7305 2020-08-11 04:14:47,109 - mmaction - INFO - Epoch [160][20/940] lr: 1.257e-01, eta: 1 day, 17:58:32, time: 2.146, data_time: 0.628, memory: 9063, top1_acc: 0.4404, top5_acc: 0.6859, loss_cls: 2.4941, loss: 2.4941, grad_norm: 1.7518 2020-08-11 04:15:19,991 - mmaction - INFO - Epoch [160][40/940] lr: 1.257e-01, eta: 1 day, 17:57:58, time: 1.643, data_time: 0.008, memory: 9063, top1_acc: 0.4287, top5_acc: 0.6881, loss_cls: 2.5111, loss: 2.5111, grad_norm: 1.7679 2020-08-11 04:15:52,619 - mmaction - INFO - Epoch [160][60/940] lr: 1.257e-01, eta: 1 day, 17:57:23, time: 1.634, data_time: 0.007, memory: 9063, top1_acc: 0.4453, top5_acc: 0.6875, loss_cls: 2.4826, loss: 2.4826, grad_norm: 1.7306 2020-08-11 04:16:25,827 - mmaction - INFO - Epoch [160][80/940] lr: 1.257e-01, eta: 1 day, 17:56:50, time: 1.659, data_time: 0.010, memory: 9063, top1_acc: 0.4508, top5_acc: 0.6963, loss_cls: 2.4294, loss: 2.4294, grad_norm: 1.7214 2020-08-11 04:17:01,091 - mmaction - INFO - Epoch [160][100/940] lr: 1.257e-01, eta: 1 day, 17:56:24, time: 1.765, data_time: 0.006, memory: 9063, top1_acc: 0.4324, top5_acc: 0.6859, loss_cls: 2.5134, loss: 2.5134, grad_norm: 1.7579 2020-08-11 04:17:35,667 - mmaction - INFO - Epoch [160][120/940] lr: 1.257e-01, eta: 1 day, 17:55:55, time: 1.727, data_time: 0.005, memory: 9063, top1_acc: 0.4437, top5_acc: 0.6947, loss_cls: 2.4256, loss: 2.4256, grad_norm: 1.7138 2020-08-11 04:18:09,839 - mmaction - INFO - Epoch [160][140/940] lr: 1.257e-01, eta: 1 day, 17:55:25, time: 1.711, data_time: 0.006, memory: 9063, top1_acc: 0.4482, top5_acc: 0.6900, loss_cls: 2.4669, loss: 2.4669, grad_norm: 1.7666 2020-08-11 04:18:45,511 - mmaction - INFO - Epoch [160][160/940] lr: 1.257e-01, eta: 1 day, 17:55:00, time: 1.781, data_time: 0.004, memory: 9063, top1_acc: 0.4393, top5_acc: 0.6828, loss_cls: 2.5056, loss: 2.5056, grad_norm: 1.7615 2020-08-11 04:19:20,452 - mmaction - INFO - Epoch [160][180/940] lr: 1.257e-01, eta: 1 day, 17:54:32, time: 1.749, data_time: 0.007, memory: 9063, top1_acc: 0.4260, top5_acc: 0.6713, loss_cls: 2.5606, loss: 2.5606, grad_norm: 1.7755 2020-08-11 04:19:55,687 - mmaction - INFO - Epoch [160][200/940] lr: 1.257e-01, eta: 1 day, 17:54:05, time: 1.760, data_time: 0.008, memory: 9063, top1_acc: 0.4463, top5_acc: 0.6834, loss_cls: 2.4801, loss: 2.4801, grad_norm: 1.7261 2020-08-11 04:20:30,175 - mmaction - INFO - Epoch [160][220/940] lr: 1.257e-01, eta: 1 day, 17:53:36, time: 1.726, data_time: 0.006, memory: 9063, top1_acc: 0.4430, top5_acc: 0.6951, loss_cls: 2.4674, loss: 2.4674, grad_norm: 1.7529 2020-08-11 04:21:04,980 - mmaction - INFO - Epoch [160][240/940] lr: 1.257e-01, eta: 1 day, 17:53:08, time: 1.739, data_time: 0.007, memory: 9063, top1_acc: 0.4441, top5_acc: 0.6871, loss_cls: 2.4680, loss: 2.4680, grad_norm: 1.7553 2020-08-11 04:21:39,632 - mmaction - INFO - Epoch [160][260/940] lr: 1.257e-01, eta: 1 day, 17:52:40, time: 1.734, data_time: 0.008, memory: 9063, top1_acc: 0.4381, top5_acc: 0.6768, loss_cls: 2.5058, loss: 2.5058, grad_norm: 1.7455 2020-08-11 04:22:15,355 - mmaction - INFO - Epoch [160][280/940] lr: 1.257e-01, eta: 1 day, 17:52:14, time: 1.784, data_time: 0.006, memory: 9063, top1_acc: 0.4480, top5_acc: 0.6842, loss_cls: 2.4695, loss: 2.4695, grad_norm: 1.7518 2020-08-11 04:22:50,063 - mmaction - INFO - Epoch [160][300/940] lr: 1.257e-01, eta: 1 day, 17:51:46, time: 1.738, data_time: 0.007, memory: 9063, top1_acc: 0.4238, top5_acc: 0.6789, loss_cls: 2.5574, loss: 2.5574, grad_norm: 1.7648 2020-08-11 04:23:24,731 - mmaction - INFO - Epoch [160][320/940] lr: 1.257e-01, eta: 1 day, 17:51:18, time: 1.733, data_time: 0.002, memory: 9063, top1_acc: 0.4262, top5_acc: 0.6787, loss_cls: 2.5331, loss: 2.5331, grad_norm: 1.7359 2020-08-11 04:23:58,589 - mmaction - INFO - Epoch [160][340/940] lr: 1.257e-01, eta: 1 day, 17:50:46, time: 1.692, data_time: 0.005, memory: 9063, top1_acc: 0.4387, top5_acc: 0.6861, loss_cls: 2.5046, loss: 2.5046, grad_norm: 1.7825 2020-08-11 04:24:33,110 - mmaction - INFO - Epoch [160][360/940] lr: 1.257e-01, eta: 1 day, 17:50:18, time: 1.728, data_time: 0.005, memory: 9063, top1_acc: 0.4363, top5_acc: 0.6885, loss_cls: 2.4854, loss: 2.4854, grad_norm: 1.7138 2020-08-11 04:25:07,842 - mmaction - INFO - Epoch [160][380/940] lr: 1.257e-01, eta: 1 day, 17:49:49, time: 1.735, data_time: 0.004, memory: 9063, top1_acc: 0.4373, top5_acc: 0.6852, loss_cls: 2.4878, loss: 2.4878, grad_norm: 1.7527 2020-08-11 04:25:42,213 - mmaction - INFO - Epoch [160][400/940] lr: 1.257e-01, eta: 1 day, 17:49:20, time: 1.719, data_time: 0.003, memory: 9063, top1_acc: 0.4342, top5_acc: 0.6805, loss_cls: 2.5144, loss: 2.5144, grad_norm: 1.7513 2020-08-11 04:26:14,195 - mmaction - INFO - Epoch [160][420/940] lr: 1.257e-01, eta: 1 day, 17:48:43, time: 1.596, data_time: 0.005, memory: 9063, top1_acc: 0.4443, top5_acc: 0.6873, loss_cls: 2.4920, loss: 2.4920, grad_norm: 1.7389 2020-08-11 04:26:47,936 - mmaction - INFO - Epoch [160][440/940] lr: 1.257e-01, eta: 1 day, 17:48:11, time: 1.690, data_time: 0.007, memory: 9063, top1_acc: 0.4342, top5_acc: 0.6844, loss_cls: 2.4864, loss: 2.4864, grad_norm: 1.7465 2020-08-11 04:27:22,383 - mmaction - INFO - Epoch [160][460/940] lr: 1.257e-01, eta: 1 day, 17:47:42, time: 1.723, data_time: 0.006, memory: 9063, top1_acc: 0.4531, top5_acc: 0.6992, loss_cls: 2.4342, loss: 2.4342, grad_norm: 1.7443 2020-08-11 04:27:56,818 - mmaction - INFO - Epoch [160][480/940] lr: 1.257e-01, eta: 1 day, 17:47:13, time: 1.720, data_time: 0.003, memory: 9063, top1_acc: 0.4283, top5_acc: 0.6844, loss_cls: 2.5357, loss: 2.5357, grad_norm: 1.7874 2020-08-11 04:28:31,041 - mmaction - INFO - Epoch [160][500/940] lr: 1.257e-01, eta: 1 day, 17:46:43, time: 1.712, data_time: 0.005, memory: 9063, top1_acc: 0.4363, top5_acc: 0.6779, loss_cls: 2.5073, loss: 2.5073, grad_norm: 1.7570 2020-08-11 04:29:03,450 - mmaction - INFO - Epoch [160][520/940] lr: 1.257e-01, eta: 1 day, 17:46:07, time: 1.619, data_time: 0.006, memory: 9063, top1_acc: 0.4338, top5_acc: 0.6791, loss_cls: 2.5233, loss: 2.5233, grad_norm: 1.7763 2020-08-11 04:29:35,698 - mmaction - INFO - Epoch [160][540/940] lr: 1.257e-01, eta: 1 day, 17:45:31, time: 1.614, data_time: 0.005, memory: 9063, top1_acc: 0.4330, top5_acc: 0.6770, loss_cls: 2.5073, loss: 2.5073, grad_norm: 1.7232 2020-08-11 04:30:09,356 - mmaction - INFO - Epoch [160][560/940] lr: 1.257e-01, eta: 1 day, 17:45:00, time: 1.683, data_time: 0.005, memory: 9063, top1_acc: 0.4436, top5_acc: 0.6875, loss_cls: 2.4759, loss: 2.4759, grad_norm: 1.7344 2020-08-11 04:30:43,244 - mmaction - INFO - Epoch [160][580/940] lr: 1.257e-01, eta: 1 day, 17:44:29, time: 1.695, data_time: 0.002, memory: 9063, top1_acc: 0.4432, top5_acc: 0.6879, loss_cls: 2.4599, loss: 2.4599, grad_norm: 1.7490 2020-08-11 04:31:16,354 - mmaction - INFO - Epoch [160][600/940] lr: 1.257e-01, eta: 1 day, 17:43:55, time: 1.653, data_time: 0.005, memory: 9063, top1_acc: 0.4305, top5_acc: 0.6742, loss_cls: 2.5612, loss: 2.5612, grad_norm: 1.7646 2020-08-11 04:31:49,875 - mmaction - INFO - Epoch [160][620/940] lr: 1.257e-01, eta: 1 day, 17:43:23, time: 1.678, data_time: 0.005, memory: 9063, top1_acc: 0.4361, top5_acc: 0.6857, loss_cls: 2.5106, loss: 2.5106, grad_norm: 1.7440 2020-08-11 04:32:21,982 - mmaction - INFO - Epoch [160][640/940] lr: 1.257e-01, eta: 1 day, 17:42:47, time: 1.604, data_time: 0.005, memory: 9063, top1_acc: 0.4396, top5_acc: 0.6844, loss_cls: 2.5133, loss: 2.5133, grad_norm: 1.7970 2020-08-11 04:32:54,664 - mmaction - INFO - Epoch [160][660/940] lr: 1.257e-01, eta: 1 day, 17:42:12, time: 1.633, data_time: 0.005, memory: 9063, top1_acc: 0.4375, top5_acc: 0.6836, loss_cls: 2.5218, loss: 2.5218, grad_norm: 1.7394 2020-08-11 04:33:27,495 - mmaction - INFO - Epoch [160][680/940] lr: 1.257e-01, eta: 1 day, 17:41:38, time: 1.644, data_time: 0.007, memory: 9063, top1_acc: 0.4363, top5_acc: 0.6768, loss_cls: 2.5179, loss: 2.5179, grad_norm: 1.7798 2020-08-11 04:34:00,975 - mmaction - INFO - Epoch [160][700/940] lr: 1.257e-01, eta: 1 day, 17:41:06, time: 1.673, data_time: 0.005, memory: 9063, top1_acc: 0.4326, top5_acc: 0.6723, loss_cls: 2.5193, loss: 2.5193, grad_norm: 1.7524 2020-08-11 04:34:34,108 - mmaction - INFO - Epoch [160][720/940] lr: 1.257e-01, eta: 1 day, 17:40:33, time: 1.659, data_time: 0.005, memory: 9063, top1_acc: 0.4441, top5_acc: 0.6818, loss_cls: 2.4996, loss: 2.4996, grad_norm: 1.7787 2020-08-11 04:35:06,158 - mmaction - INFO - Epoch [160][740/940] lr: 1.257e-01, eta: 1 day, 17:39:56, time: 1.602, data_time: 0.005, memory: 9063, top1_acc: 0.4410, top5_acc: 0.6779, loss_cls: 2.4943, loss: 2.4943, grad_norm: 1.7170 2020-08-11 04:35:38,853 - mmaction - INFO - Epoch [160][760/940] lr: 1.257e-01, eta: 1 day, 17:39:21, time: 1.635, data_time: 0.002, memory: 9063, top1_acc: 0.4389, top5_acc: 0.6834, loss_cls: 2.5113, loss: 2.5113, grad_norm: 1.7536 2020-08-11 04:36:11,870 - mmaction - INFO - Epoch [160][780/940] lr: 1.257e-01, eta: 1 day, 17:38:48, time: 1.648, data_time: 0.005, memory: 9063, top1_acc: 0.4287, top5_acc: 0.6707, loss_cls: 2.5434, loss: 2.5434, grad_norm: 1.7636 2020-08-11 04:36:43,152 - mmaction - INFO - Epoch [160][800/940] lr: 1.257e-01, eta: 1 day, 17:38:09, time: 1.567, data_time: 0.007, memory: 9063, top1_acc: 0.4309, top5_acc: 0.6660, loss_cls: 2.5399, loss: 2.5399, grad_norm: 1.7297 2020-08-11 04:37:13,651 - mmaction - INFO - Epoch [160][820/940] lr: 1.257e-01, eta: 1 day, 17:37:28, time: 1.524, data_time: 0.006, memory: 9063, top1_acc: 0.4275, top5_acc: 0.6762, loss_cls: 2.5280, loss: 2.5280, grad_norm: 1.7416 2020-08-11 04:37:45,855 - mmaction - INFO - Epoch [160][840/940] lr: 1.257e-01, eta: 1 day, 17:36:52, time: 1.611, data_time: 0.005, memory: 9063, top1_acc: 0.4408, top5_acc: 0.6846, loss_cls: 2.4883, loss: 2.4883, grad_norm: 1.7747 2020-08-11 04:38:18,762 - mmaction - INFO - Epoch [160][860/940] lr: 1.257e-01, eta: 1 day, 17:36:18, time: 1.646, data_time: 0.005, memory: 9063, top1_acc: 0.4297, top5_acc: 0.6818, loss_cls: 2.5451, loss: 2.5451, grad_norm: 1.7765 2020-08-11 04:38:51,306 - mmaction - INFO - Epoch [160][880/940] lr: 1.257e-01, eta: 1 day, 17:35:43, time: 1.626, data_time: 0.002, memory: 9063, top1_acc: 0.4479, top5_acc: 0.6834, loss_cls: 2.4769, loss: 2.4769, grad_norm: 1.7476 2020-08-11 04:39:24,519 - mmaction - INFO - Epoch [160][900/940] lr: 1.257e-01, eta: 1 day, 17:35:09, time: 1.658, data_time: 0.003, memory: 9063, top1_acc: 0.4377, top5_acc: 0.6734, loss_cls: 2.5282, loss: 2.5282, grad_norm: 1.7645 2020-08-11 04:39:56,454 - mmaction - INFO - Epoch [160][920/940] lr: 1.257e-01, eta: 1 day, 17:34:33, time: 1.598, data_time: 0.008, memory: 9063, top1_acc: 0.4346, top5_acc: 0.6906, loss_cls: 2.5023, loss: 2.5023, grad_norm: 1.7551 2020-08-11 04:40:26,702 - mmaction - INFO - Epoch [160][940/940] lr: 1.257e-01, eta: 1 day, 17:33:51, time: 1.515, data_time: 0.007, memory: 9063, top1_acc: 0.4336, top5_acc: 0.6808, loss_cls: 2.5478, loss: 2.5478, grad_norm: 1.7425 2020-08-11 04:40:27,010 - mmaction - INFO - Saving checkpoint at 160 epochs 2020-08-11 04:41:04,668 - mmaction - INFO - Epoch [161][20/940] lr: 1.235e-01, eta: 1 day, 17:33:24, time: 1.757, data_time: 0.352, memory: 9063, top1_acc: 0.4375, top5_acc: 0.6779, loss_cls: 2.5116, loss: 2.5116, grad_norm: 1.7718 2020-08-11 04:41:35,376 - mmaction - INFO - Epoch [161][40/940] lr: 1.235e-01, eta: 1 day, 17:32:43, time: 1.537, data_time: 0.006, memory: 9063, top1_acc: 0.4404, top5_acc: 0.6832, loss_cls: 2.5013, loss: 2.5013, grad_norm: 1.7364 2020-08-11 04:42:05,875 - mmaction - INFO - Epoch [161][60/940] lr: 1.235e-01, eta: 1 day, 17:32:02, time: 1.520, data_time: 0.006, memory: 9063, top1_acc: 0.4256, top5_acc: 0.6760, loss_cls: 2.5379, loss: 2.5379, grad_norm: 1.7701 2020-08-11 04:42:38,786 - mmaction - INFO - Epoch [161][80/940] lr: 1.235e-01, eta: 1 day, 17:31:28, time: 1.648, data_time: 0.008, memory: 9063, top1_acc: 0.4441, top5_acc: 0.6789, loss_cls: 2.5013, loss: 2.5013, grad_norm: 1.7122 2020-08-11 04:43:10,680 - mmaction - INFO - Epoch [161][100/940] lr: 1.235e-01, eta: 1 day, 17:30:51, time: 1.597, data_time: 0.005, memory: 9063, top1_acc: 0.4479, top5_acc: 0.6867, loss_cls: 2.4457, loss: 2.4457, grad_norm: 1.7241 2020-08-11 04:43:43,819 - mmaction - INFO - Epoch [161][120/940] lr: 1.235e-01, eta: 1 day, 17:30:18, time: 1.656, data_time: 0.008, memory: 9063, top1_acc: 0.4262, top5_acc: 0.6803, loss_cls: 2.5330, loss: 2.5330, grad_norm: 1.7913 2020-08-11 04:44:14,312 - mmaction - INFO - Epoch [161][140/940] lr: 1.235e-01, eta: 1 day, 17:29:37, time: 1.526, data_time: 0.006, memory: 9063, top1_acc: 0.4482, top5_acc: 0.6877, loss_cls: 2.4792, loss: 2.4792, grad_norm: 1.7059 2020-08-11 04:44:45,759 - mmaction - INFO - Epoch [161][160/940] lr: 1.235e-01, eta: 1 day, 17:28:58, time: 1.568, data_time: 0.005, memory: 9063, top1_acc: 0.4457, top5_acc: 0.6902, loss_cls: 2.4703, loss: 2.4703, grad_norm: 1.7314 2020-08-11 04:45:19,056 - mmaction - INFO - Epoch [161][180/940] lr: 1.235e-01, eta: 1 day, 17:28:26, time: 1.668, data_time: 0.008, memory: 9063, top1_acc: 0.4348, top5_acc: 0.6793, loss_cls: 2.5231, loss: 2.5231, grad_norm: 1.7291 2020-08-11 04:45:49,793 - mmaction - INFO - Epoch [161][200/940] lr: 1.235e-01, eta: 1 day, 17:27:45, time: 1.539, data_time: 0.006, memory: 9063, top1_acc: 0.4488, top5_acc: 0.6965, loss_cls: 2.4539, loss: 2.4539, grad_norm: 1.7733 2020-08-11 04:46:21,565 - mmaction - INFO - Epoch [161][220/940] lr: 1.235e-01, eta: 1 day, 17:27:08, time: 1.586, data_time: 0.007, memory: 9063, top1_acc: 0.4537, top5_acc: 0.6926, loss_cls: 2.4247, loss: 2.4247, grad_norm: 1.7654 2020-08-11 04:46:54,449 - mmaction - INFO - Epoch [161][240/940] lr: 1.235e-01, eta: 1 day, 17:26:34, time: 1.646, data_time: 0.007, memory: 9063, top1_acc: 0.4375, top5_acc: 0.6902, loss_cls: 2.5282, loss: 2.5282, grad_norm: 1.7749 2020-08-11 04:47:25,962 - mmaction - INFO - Epoch [161][260/940] lr: 1.235e-01, eta: 1 day, 17:25:56, time: 1.574, data_time: 0.008, memory: 9063, top1_acc: 0.4400, top5_acc: 0.6766, loss_cls: 2.5213, loss: 2.5213, grad_norm: 1.7675 2020-08-11 04:47:58,532 - mmaction - INFO - Epoch [161][280/940] lr: 1.235e-01, eta: 1 day, 17:25:21, time: 1.630, data_time: 0.005, memory: 9063, top1_acc: 0.4436, top5_acc: 0.6908, loss_cls: 2.4782, loss: 2.4782, grad_norm: 1.7366 2020-08-11 04:48:28,912 - mmaction - INFO - Epoch [161][300/940] lr: 1.235e-01, eta: 1 day, 17:24:40, time: 1.518, data_time: 0.005, memory: 9063, top1_acc: 0.4520, top5_acc: 0.6934, loss_cls: 2.4377, loss: 2.4377, grad_norm: 1.7664 2020-08-11 04:49:01,674 - mmaction - INFO - Epoch [161][320/940] lr: 1.235e-01, eta: 1 day, 17:24:06, time: 1.637, data_time: 0.005, memory: 9063, top1_acc: 0.4330, top5_acc: 0.6809, loss_cls: 2.5032, loss: 2.5032, grad_norm: 1.7868 2020-08-11 04:49:33,749 - mmaction - INFO - Epoch [161][340/940] lr: 1.235e-01, eta: 1 day, 17:23:29, time: 1.605, data_time: 0.005, memory: 9063, top1_acc: 0.4348, top5_acc: 0.6871, loss_cls: 2.4897, loss: 2.4897, grad_norm: 1.7475 2020-08-11 04:50:05,532 - mmaction - INFO - Epoch [161][360/940] lr: 1.235e-01, eta: 1 day, 17:22:52, time: 1.589, data_time: 0.008, memory: 9063, top1_acc: 0.4385, top5_acc: 0.6816, loss_cls: 2.5073, loss: 2.5073, grad_norm: 1.7507 2020-08-11 04:50:37,100 - mmaction - INFO - Epoch [161][380/940] lr: 1.235e-01, eta: 1 day, 17:22:14, time: 1.579, data_time: 0.003, memory: 9063, top1_acc: 0.4496, top5_acc: 0.6844, loss_cls: 2.4733, loss: 2.4733, grad_norm: 1.7639 2020-08-11 04:51:09,301 - mmaction - INFO - Epoch [161][400/940] lr: 1.235e-01, eta: 1 day, 17:21:38, time: 1.609, data_time: 0.007, memory: 9063, top1_acc: 0.4354, top5_acc: 0.6781, loss_cls: 2.5320, loss: 2.5320, grad_norm: 1.7582 2020-08-11 04:51:43,294 - mmaction - INFO - Epoch [161][420/940] lr: 1.235e-01, eta: 1 day, 17:21:08, time: 1.700, data_time: 0.005, memory: 9063, top1_acc: 0.4408, top5_acc: 0.6898, loss_cls: 2.4516, loss: 2.4516, grad_norm: 1.7532 2020-08-11 04:52:14,837 - mmaction - INFO - Epoch [161][440/940] lr: 1.235e-01, eta: 1 day, 17:20:30, time: 1.577, data_time: 0.005, memory: 9063, top1_acc: 0.4359, top5_acc: 0.6846, loss_cls: 2.5141, loss: 2.5141, grad_norm: 1.7525 2020-08-11 04:52:47,468 - mmaction - INFO - Epoch [161][460/940] lr: 1.235e-01, eta: 1 day, 17:19:55, time: 1.633, data_time: 0.005, memory: 9063, top1_acc: 0.4387, top5_acc: 0.6820, loss_cls: 2.4948, loss: 2.4948, grad_norm: 1.7409 2020-08-11 04:53:20,370 - mmaction - INFO - Epoch [161][480/940] lr: 1.235e-01, eta: 1 day, 17:19:21, time: 1.642, data_time: 0.007, memory: 9063, top1_acc: 0.4406, top5_acc: 0.6820, loss_cls: 2.4821, loss: 2.4821, grad_norm: 1.7640 2020-08-11 04:53:52,087 - mmaction - INFO - Epoch [161][500/940] lr: 1.235e-01, eta: 1 day, 17:18:44, time: 1.588, data_time: 0.007, memory: 9063, top1_acc: 0.4316, top5_acc: 0.6834, loss_cls: 2.5315, loss: 2.5315, grad_norm: 1.7918 2020-08-11 04:54:23,526 - mmaction - INFO - Epoch [161][520/940] lr: 1.235e-01, eta: 1 day, 17:18:06, time: 1.570, data_time: 0.005, memory: 9063, top1_acc: 0.4406, top5_acc: 0.6918, loss_cls: 2.4867, loss: 2.4867, grad_norm: 1.7831 2020-08-11 04:54:56,338 - mmaction - INFO - Epoch [161][540/940] lr: 1.235e-01, eta: 1 day, 17:17:32, time: 1.641, data_time: 0.005, memory: 9063, top1_acc: 0.4402, top5_acc: 0.6846, loss_cls: 2.4952, loss: 2.4952, grad_norm: 1.7544 2020-08-11 04:55:28,676 - mmaction - INFO - Epoch [161][560/940] lr: 1.235e-01, eta: 1 day, 17:16:56, time: 1.615, data_time: 0.006, memory: 9063, top1_acc: 0.4414, top5_acc: 0.6893, loss_cls: 2.4959, loss: 2.4959, grad_norm: 1.7730 2020-08-11 04:56:01,513 - mmaction - INFO - Epoch [161][580/940] lr: 1.235e-01, eta: 1 day, 17:16:22, time: 1.645, data_time: 0.006, memory: 9063, top1_acc: 0.4316, top5_acc: 0.6779, loss_cls: 2.5345, loss: 2.5345, grad_norm: 1.7521 2020-08-11 04:56:32,503 - mmaction - INFO - Epoch [161][600/940] lr: 1.235e-01, eta: 1 day, 17:15:43, time: 1.547, data_time: 0.005, memory: 9063, top1_acc: 0.4480, top5_acc: 0.6824, loss_cls: 2.4965, loss: 2.4965, grad_norm: 1.7650 2020-08-11 04:57:05,876 - mmaction - INFO - Epoch [161][620/940] lr: 1.235e-01, eta: 1 day, 17:15:10, time: 1.670, data_time: 0.006, memory: 9063, top1_acc: 0.4443, top5_acc: 0.6904, loss_cls: 2.4795, loss: 2.4795, grad_norm: 1.7823 2020-08-11 04:57:38,524 - mmaction - INFO - Epoch [161][640/940] lr: 1.235e-01, eta: 1 day, 17:14:36, time: 1.631, data_time: 0.005, memory: 9063, top1_acc: 0.4357, top5_acc: 0.6775, loss_cls: 2.5357, loss: 2.5357, grad_norm: 1.7724 2020-08-11 04:58:13,594 - mmaction - INFO - Epoch [161][660/940] lr: 1.235e-01, eta: 1 day, 17:14:08, time: 1.755, data_time: 0.005, memory: 9063, top1_acc: 0.4387, top5_acc: 0.6824, loss_cls: 2.5057, loss: 2.5057, grad_norm: 1.7505 2020-08-11 04:58:46,363 - mmaction - INFO - Epoch [161][680/940] lr: 1.235e-01, eta: 1 day, 17:13:34, time: 1.637, data_time: 0.005, memory: 9063, top1_acc: 0.4369, top5_acc: 0.6834, loss_cls: 2.5182, loss: 2.5182, grad_norm: 1.7624 2020-08-11 04:59:17,570 - mmaction - INFO - Epoch [161][700/940] lr: 1.235e-01, eta: 1 day, 17:12:55, time: 1.561, data_time: 0.005, memory: 9063, top1_acc: 0.4375, top5_acc: 0.6828, loss_cls: 2.5043, loss: 2.5043, grad_norm: 1.7737 2020-08-11 04:59:51,287 - mmaction - INFO - Epoch [161][720/940] lr: 1.235e-01, eta: 1 day, 17:12:24, time: 1.686, data_time: 0.005, memory: 9063, top1_acc: 0.4383, top5_acc: 0.6807, loss_cls: 2.5370, loss: 2.5370, grad_norm: 1.7543 2020-08-11 05:00:38,331 - mmaction - INFO - Epoch [161][740/940] lr: 1.235e-01, eta: 1 day, 17:12:29, time: 2.325, data_time: 0.005, memory: 9063, top1_acc: 0.4434, top5_acc: 0.6904, loss_cls: 2.4527, loss: 2.4527, grad_norm: 1.7595 2020-08-11 05:01:07,892 - mmaction - INFO - Epoch [161][760/940] lr: 1.235e-01, eta: 1 day, 17:11:47, time: 1.504, data_time: 0.037, memory: 9063, top1_acc: 0.4404, top5_acc: 0.6777, loss_cls: 2.5227, loss: 2.5227, grad_norm: 1.7587 2020-08-11 05:01:40,371 - mmaction - INFO - Epoch [161][780/940] lr: 1.235e-01, eta: 1 day, 17:11:12, time: 1.624, data_time: 0.006, memory: 9063, top1_acc: 0.4270, top5_acc: 0.6762, loss_cls: 2.5464, loss: 2.5464, grad_norm: 1.7612 2020-08-11 05:02:13,423 - mmaction - INFO - Epoch [161][800/940] lr: 1.235e-01, eta: 1 day, 17:10:39, time: 1.655, data_time: 0.006, memory: 9063, top1_acc: 0.4357, top5_acc: 0.6871, loss_cls: 2.4907, loss: 2.4907, grad_norm: 1.7670 2020-08-11 05:02:45,395 - mmaction - INFO - Epoch [161][820/940] lr: 1.235e-01, eta: 1 day, 17:10:02, time: 1.596, data_time: 0.004, memory: 9063, top1_acc: 0.4354, top5_acc: 0.6811, loss_cls: 2.4966, loss: 2.4966, grad_norm: 1.7399 2020-08-11 05:03:16,756 - mmaction - INFO - Epoch [161][840/940] lr: 1.235e-01, eta: 1 day, 17:09:24, time: 1.569, data_time: 0.005, memory: 9063, top1_acc: 0.4473, top5_acc: 0.6859, loss_cls: 2.4919, loss: 2.4919, grad_norm: 1.7426 2020-08-11 05:03:51,065 - mmaction - INFO - Epoch [161][860/940] lr: 1.235e-01, eta: 1 day, 17:08:54, time: 1.714, data_time: 0.005, memory: 9063, top1_acc: 0.4305, top5_acc: 0.6818, loss_cls: 2.5106, loss: 2.5106, grad_norm: 1.7750 2020-08-11 05:04:25,574 - mmaction - INFO - Epoch [161][880/940] lr: 1.235e-01, eta: 1 day, 17:08:25, time: 1.727, data_time: 0.005, memory: 9063, top1_acc: 0.4434, top5_acc: 0.6928, loss_cls: 2.4419, loss: 2.4419, grad_norm: 1.7118 2020-08-11 05:04:59,193 - mmaction - INFO - Epoch [161][900/940] lr: 1.235e-01, eta: 1 day, 17:07:53, time: 1.679, data_time: 0.007, memory: 9063, top1_acc: 0.4381, top5_acc: 0.6801, loss_cls: 2.5188, loss: 2.5188, grad_norm: 1.7616 2020-08-11 05:05:34,452 - mmaction - INFO - Epoch [161][920/940] lr: 1.235e-01, eta: 1 day, 17:07:26, time: 1.763, data_time: 0.005, memory: 9063, top1_acc: 0.4348, top5_acc: 0.6832, loss_cls: 2.5140, loss: 2.5140, grad_norm: 1.7567 2020-08-11 05:06:05,555 - mmaction - INFO - Epoch [161][940/940] lr: 1.235e-01, eta: 1 day, 17:06:47, time: 1.555, data_time: 0.007, memory: 9063, top1_acc: 0.4403, top5_acc: 0.6845, loss_cls: 2.4992, loss: 2.4992, grad_norm: 1.7551 2020-08-11 05:06:46,676 - mmaction - INFO - Epoch [162][20/940] lr: 1.212e-01, eta: 1 day, 17:06:36, time: 2.038, data_time: 0.583, memory: 9063, top1_acc: 0.4367, top5_acc: 0.6811, loss_cls: 2.4950, loss: 2.4950, grad_norm: 1.7929 2020-08-11 05:07:20,026 - mmaction - INFO - Epoch [162][40/940] lr: 1.212e-01, eta: 1 day, 17:06:03, time: 1.662, data_time: 0.004, memory: 9063, top1_acc: 0.4467, top5_acc: 0.6857, loss_cls: 2.4812, loss: 2.4812, grad_norm: 1.7587 2020-08-11 05:07:53,615 - mmaction - INFO - Epoch [162][60/940] lr: 1.212e-01, eta: 1 day, 17:05:31, time: 1.685, data_time: 0.008, memory: 9063, top1_acc: 0.4393, top5_acc: 0.6760, loss_cls: 2.5063, loss: 2.5063, grad_norm: 1.7660 2020-08-11 05:08:28,213 - mmaction - INFO - Epoch [162][80/940] lr: 1.212e-01, eta: 1 day, 17:05:02, time: 1.723, data_time: 0.007, memory: 9063, top1_acc: 0.4475, top5_acc: 0.6918, loss_cls: 2.4615, loss: 2.4615, grad_norm: 1.7507 2020-08-11 05:09:02,683 - mmaction - INFO - Epoch [162][100/940] lr: 1.212e-01, eta: 1 day, 17:04:33, time: 1.729, data_time: 0.010, memory: 9063, top1_acc: 0.4352, top5_acc: 0.6766, loss_cls: 2.5036, loss: 2.5036, grad_norm: 1.7711 2020-08-11 05:09:37,270 - mmaction - INFO - Epoch [162][120/940] lr: 1.212e-01, eta: 1 day, 17:04:04, time: 1.730, data_time: 0.006, memory: 9063, top1_acc: 0.4451, top5_acc: 0.6965, loss_cls: 2.4379, loss: 2.4379, grad_norm: 1.7760 2020-08-11 05:10:11,672 - mmaction - INFO - Epoch [162][140/940] lr: 1.212e-01, eta: 1 day, 17:03:34, time: 1.718, data_time: 0.003, memory: 9063, top1_acc: 0.4465, top5_acc: 0.6990, loss_cls: 2.4396, loss: 2.4396, grad_norm: 1.7848 2020-08-11 05:10:47,409 - mmaction - INFO - Epoch [162][160/940] lr: 1.212e-01, eta: 1 day, 17:03:08, time: 1.785, data_time: 0.006, memory: 9063, top1_acc: 0.4289, top5_acc: 0.6826, loss_cls: 2.5165, loss: 2.5165, grad_norm: 1.8036 2020-08-11 05:11:20,650 - mmaction - INFO - Epoch [162][180/940] lr: 1.212e-01, eta: 1 day, 17:02:35, time: 1.666, data_time: 0.007, memory: 9063, top1_acc: 0.4467, top5_acc: 0.7008, loss_cls: 2.4576, loss: 2.4576, grad_norm: 1.7676 2020-08-11 05:11:53,281 - mmaction - INFO - Epoch [162][200/940] lr: 1.212e-01, eta: 1 day, 17:02:01, time: 1.630, data_time: 0.007, memory: 9063, top1_acc: 0.4383, top5_acc: 0.6770, loss_cls: 2.5202, loss: 2.5202, grad_norm: 1.7558 2020-08-11 05:12:28,599 - mmaction - INFO - Epoch [162][220/940] lr: 1.212e-01, eta: 1 day, 17:01:34, time: 1.764, data_time: 0.005, memory: 9063, top1_acc: 0.4408, top5_acc: 0.6873, loss_cls: 2.4562, loss: 2.4562, grad_norm: 1.7565 2020-08-11 05:13:04,072 - mmaction - INFO - Epoch [162][240/940] lr: 1.212e-01, eta: 1 day, 17:01:07, time: 1.777, data_time: 0.006, memory: 9063, top1_acc: 0.4437, top5_acc: 0.6814, loss_cls: 2.5166, loss: 2.5166, grad_norm: 1.7636 2020-08-11 05:13:38,907 - mmaction - INFO - Epoch [162][260/940] lr: 1.212e-01, eta: 1 day, 17:00:39, time: 1.740, data_time: 0.006, memory: 9063, top1_acc: 0.4488, top5_acc: 0.6813, loss_cls: 2.4701, loss: 2.4701, grad_norm: 1.7659 2020-08-11 05:14:12,405 - mmaction - INFO - Epoch [162][280/940] lr: 1.212e-01, eta: 1 day, 17:00:07, time: 1.676, data_time: 0.005, memory: 9063, top1_acc: 0.4379, top5_acc: 0.6855, loss_cls: 2.5124, loss: 2.5124, grad_norm: 1.7576 2020-08-11 05:14:45,766 - mmaction - INFO - Epoch [162][300/940] lr: 1.212e-01, eta: 1 day, 16:59:34, time: 1.667, data_time: 0.005, memory: 9063, top1_acc: 0.4521, top5_acc: 0.6947, loss_cls: 2.4562, loss: 2.4562, grad_norm: 1.7866 2020-08-11 05:15:21,601 - mmaction - INFO - Epoch [162][320/940] lr: 1.212e-01, eta: 1 day, 16:59:08, time: 1.789, data_time: 0.005, memory: 9063, top1_acc: 0.4365, top5_acc: 0.6820, loss_cls: 2.4847, loss: 2.4847, grad_norm: 1.8082 2020-08-11 05:15:54,890 - mmaction - INFO - Epoch [162][340/940] lr: 1.212e-01, eta: 1 day, 16:58:36, time: 1.668, data_time: 0.007, memory: 9063, top1_acc: 0.4389, top5_acc: 0.6803, loss_cls: 2.5183, loss: 2.5183, grad_norm: 1.7674 2020-08-11 05:16:27,976 - mmaction - INFO - Epoch [162][360/940] lr: 1.212e-01, eta: 1 day, 16:58:02, time: 1.650, data_time: 0.004, memory: 9063, top1_acc: 0.4320, top5_acc: 0.6816, loss_cls: 2.5082, loss: 2.5082, grad_norm: 1.7819 2020-08-11 05:17:01,728 - mmaction - INFO - Epoch [162][380/940] lr: 1.212e-01, eta: 1 day, 16:57:31, time: 1.691, data_time: 0.007, memory: 9063, top1_acc: 0.4477, top5_acc: 0.6873, loss_cls: 2.4811, loss: 2.4811, grad_norm: 1.7655 2020-08-11 05:17:36,722 - mmaction - INFO - Epoch [162][400/940] lr: 1.212e-01, eta: 1 day, 16:57:03, time: 1.749, data_time: 0.005, memory: 9063, top1_acc: 0.4385, top5_acc: 0.6861, loss_cls: 2.5051, loss: 2.5051, grad_norm: 1.8070 2020-08-11 05:18:11,193 - mmaction - INFO - Epoch [162][420/940] lr: 1.212e-01, eta: 1 day, 16:56:33, time: 1.722, data_time: 0.005, memory: 9063, top1_acc: 0.4521, top5_acc: 0.6924, loss_cls: 2.4335, loss: 2.4335, grad_norm: 1.7487 2020-08-11 05:18:46,743 - mmaction - INFO - Epoch [162][440/940] lr: 1.212e-01, eta: 1 day, 16:56:07, time: 1.779, data_time: 0.008, memory: 9063, top1_acc: 0.4531, top5_acc: 0.6854, loss_cls: 2.4823, loss: 2.4823, grad_norm: 1.7508 2020-08-11 05:19:20,703 - mmaction - INFO - Epoch [162][460/940] lr: 1.212e-01, eta: 1 day, 16:55:36, time: 1.700, data_time: 0.006, memory: 9063, top1_acc: 0.4523, top5_acc: 0.7016, loss_cls: 2.4099, loss: 2.4099, grad_norm: 1.7838 2020-08-11 05:19:55,361 - mmaction - INFO - Epoch [162][480/940] lr: 1.212e-01, eta: 1 day, 16:55:07, time: 1.733, data_time: 0.005, memory: 9063, top1_acc: 0.4355, top5_acc: 0.6799, loss_cls: 2.5389, loss: 2.5389, grad_norm: 1.8070 2020-08-11 05:20:30,850 - mmaction - INFO - Epoch [162][500/940] lr: 1.212e-01, eta: 1 day, 16:54:40, time: 1.773, data_time: 0.003, memory: 9063, top1_acc: 0.4494, top5_acc: 0.6959, loss_cls: 2.4535, loss: 2.4535, grad_norm: 1.7943 2020-08-11 05:21:05,210 - mmaction - INFO - Epoch [162][520/940] lr: 1.212e-01, eta: 1 day, 16:54:10, time: 1.718, data_time: 0.007, memory: 9063, top1_acc: 0.4354, top5_acc: 0.6936, loss_cls: 2.4676, loss: 2.4676, grad_norm: 1.7782 2020-08-11 05:21:38,870 - mmaction - INFO - Epoch [162][540/940] lr: 1.212e-01, eta: 1 day, 16:53:39, time: 1.685, data_time: 0.006, memory: 9063, top1_acc: 0.4393, top5_acc: 0.6896, loss_cls: 2.4760, loss: 2.4760, grad_norm: 1.7699 2020-08-11 05:22:13,782 - mmaction - INFO - Epoch [162][560/940] lr: 1.212e-01, eta: 1 day, 16:53:10, time: 1.745, data_time: 0.005, memory: 9063, top1_acc: 0.4371, top5_acc: 0.6908, loss_cls: 2.4901, loss: 2.4901, grad_norm: 1.7893 2020-08-11 05:22:49,494 - mmaction - INFO - Epoch [162][580/940] lr: 1.212e-01, eta: 1 day, 16:52:44, time: 1.787, data_time: 0.005, memory: 9063, top1_acc: 0.4432, top5_acc: 0.6844, loss_cls: 2.4882, loss: 2.4882, grad_norm: 1.7380 2020-08-11 05:23:24,611 - mmaction - INFO - Epoch [162][600/940] lr: 1.212e-01, eta: 1 day, 16:52:16, time: 1.753, data_time: 0.007, memory: 9063, top1_acc: 0.4395, top5_acc: 0.6803, loss_cls: 2.4879, loss: 2.4879, grad_norm: 1.7697 2020-08-11 05:23:58,977 - mmaction - INFO - Epoch [162][620/940] lr: 1.212e-01, eta: 1 day, 16:51:47, time: 1.716, data_time: 0.007, memory: 9063, top1_acc: 0.4396, top5_acc: 0.6859, loss_cls: 2.4907, loss: 2.4907, grad_norm: 1.8048 2020-08-11 05:24:34,464 - mmaction - INFO - Epoch [162][640/940] lr: 1.212e-01, eta: 1 day, 16:51:20, time: 1.777, data_time: 0.010, memory: 9063, top1_acc: 0.4279, top5_acc: 0.6914, loss_cls: 2.5077, loss: 2.5077, grad_norm: 1.7952 2020-08-11 05:25:10,032 - mmaction - INFO - Epoch [162][660/940] lr: 1.212e-01, eta: 1 day, 16:50:54, time: 1.781, data_time: 0.006, memory: 9063, top1_acc: 0.4316, top5_acc: 0.6791, loss_cls: 2.5348, loss: 2.5348, grad_norm: 1.7769 2020-08-11 05:25:45,231 - mmaction - INFO - Epoch [162][680/940] lr: 1.212e-01, eta: 1 day, 16:50:26, time: 1.760, data_time: 0.002, memory: 9063, top1_acc: 0.4275, top5_acc: 0.6709, loss_cls: 2.5660, loss: 2.5660, grad_norm: 1.7851 2020-08-11 05:26:19,648 - mmaction - INFO - Epoch [162][700/940] lr: 1.212e-01, eta: 1 day, 16:49:56, time: 1.719, data_time: 0.007, memory: 9063, top1_acc: 0.4416, top5_acc: 0.6869, loss_cls: 2.4866, loss: 2.4866, grad_norm: 1.7936 2020-08-11 05:26:55,631 - mmaction - INFO - Epoch [162][720/940] lr: 1.212e-01, eta: 1 day, 16:49:31, time: 1.800, data_time: 0.005, memory: 9063, top1_acc: 0.4473, top5_acc: 0.6928, loss_cls: 2.4707, loss: 2.4707, grad_norm: 1.7536 2020-08-11 05:27:30,150 - mmaction - INFO - Epoch [162][740/940] lr: 1.212e-01, eta: 1 day, 16:49:01, time: 1.725, data_time: 0.005, memory: 9063, top1_acc: 0.4447, top5_acc: 0.6842, loss_cls: 2.4917, loss: 2.4917, grad_norm: 1.7706 2020-08-11 05:28:05,884 - mmaction - INFO - Epoch [162][760/940] lr: 1.212e-01, eta: 1 day, 16:48:35, time: 1.788, data_time: 0.005, memory: 9063, top1_acc: 0.4424, top5_acc: 0.6855, loss_cls: 2.4983, loss: 2.4983, grad_norm: 1.8120 2020-08-11 05:28:40,068 - mmaction - INFO - Epoch [162][780/940] lr: 1.212e-01, eta: 1 day, 16:48:05, time: 1.706, data_time: 0.005, memory: 9063, top1_acc: 0.4457, top5_acc: 0.6857, loss_cls: 2.4960, loss: 2.4960, grad_norm: 1.7593 2020-08-11 05:29:14,352 - mmaction - INFO - Epoch [162][800/940] lr: 1.212e-01, eta: 1 day, 16:47:35, time: 1.718, data_time: 0.007, memory: 9063, top1_acc: 0.4359, top5_acc: 0.6898, loss_cls: 2.4689, loss: 2.4689, grad_norm: 1.7834 2020-08-11 05:29:48,988 - mmaction - INFO - Epoch [162][820/940] lr: 1.212e-01, eta: 1 day, 16:47:06, time: 1.730, data_time: 0.005, memory: 9063, top1_acc: 0.4377, top5_acc: 0.6834, loss_cls: 2.5082, loss: 2.5082, grad_norm: 1.7577 2020-08-11 05:30:22,167 - mmaction - INFO - Epoch [162][840/940] lr: 1.212e-01, eta: 1 day, 16:46:32, time: 1.661, data_time: 0.006, memory: 9063, top1_acc: 0.4416, top5_acc: 0.6969, loss_cls: 2.4574, loss: 2.4574, grad_norm: 1.7906 2020-08-11 05:30:56,335 - mmaction - INFO - Epoch [162][860/940] lr: 1.212e-01, eta: 1 day, 16:46:02, time: 1.708, data_time: 0.002, memory: 9063, top1_acc: 0.4445, top5_acc: 0.6885, loss_cls: 2.4583, loss: 2.4583, grad_norm: 1.7763 2020-08-11 05:31:29,585 - mmaction - INFO - Epoch [162][880/940] lr: 1.212e-01, eta: 1 day, 16:45:29, time: 1.657, data_time: 0.007, memory: 9063, top1_acc: 0.4361, top5_acc: 0.6760, loss_cls: 2.5310, loss: 2.5310, grad_norm: 1.7999 2020-08-11 05:32:03,671 - mmaction - INFO - Epoch [162][900/940] lr: 1.212e-01, eta: 1 day, 16:44:58, time: 1.709, data_time: 0.009, memory: 9063, top1_acc: 0.4455, top5_acc: 0.6959, loss_cls: 2.4571, loss: 2.4571, grad_norm: 1.7398 2020-08-11 05:32:36,859 - mmaction - INFO - Epoch [162][920/940] lr: 1.212e-01, eta: 1 day, 16:44:25, time: 1.659, data_time: 0.006, memory: 9063, top1_acc: 0.4338, top5_acc: 0.6816, loss_cls: 2.4930, loss: 2.4930, grad_norm: 1.8207 2020-08-11 05:33:09,238 - mmaction - INFO - Epoch [162][940/940] lr: 1.212e-01, eta: 1 day, 16:43:50, time: 1.618, data_time: 0.005, memory: 9063, top1_acc: 0.4462, top5_acc: 0.6759, loss_cls: 2.5173, loss: 2.5173, grad_norm: 1.7978 2020-08-11 05:33:48,663 - mmaction - INFO - Epoch [163][20/940] lr: 1.190e-01, eta: 1 day, 16:43:33, time: 1.956, data_time: 0.425, memory: 9063, top1_acc: 0.4441, top5_acc: 0.6975, loss_cls: 2.4350, loss: 2.4350, grad_norm: 1.7517 2020-08-11 05:34:19,298 - mmaction - INFO - Epoch [163][40/940] lr: 1.190e-01, eta: 1 day, 16:42:52, time: 1.527, data_time: 0.007, memory: 9063, top1_acc: 0.4457, top5_acc: 0.6959, loss_cls: 2.4623, loss: 2.4623, grad_norm: 1.7848 2020-08-11 05:34:51,699 - mmaction - INFO - Epoch [163][60/940] lr: 1.190e-01, eta: 1 day, 16:42:17, time: 1.624, data_time: 0.008, memory: 9063, top1_acc: 0.4402, top5_acc: 0.6799, loss_cls: 2.5149, loss: 2.5149, grad_norm: 1.8133 2020-08-11 05:35:24,441 - mmaction - INFO - Epoch [163][80/940] lr: 1.190e-01, eta: 1 day, 16:41:43, time: 1.635, data_time: 0.009, memory: 9063, top1_acc: 0.4564, top5_acc: 0.6896, loss_cls: 2.4734, loss: 2.4734, grad_norm: 1.7568 2020-08-11 05:35:57,507 - mmaction - INFO - Epoch [163][100/940] lr: 1.190e-01, eta: 1 day, 16:41:09, time: 1.655, data_time: 0.006, memory: 9063, top1_acc: 0.4494, top5_acc: 0.6951, loss_cls: 2.4171, loss: 2.4171, grad_norm: 1.7543 2020-08-11 05:36:31,227 - mmaction - INFO - Epoch [163][120/940] lr: 1.190e-01, eta: 1 day, 16:40:37, time: 1.683, data_time: 0.006, memory: 9063, top1_acc: 0.4391, top5_acc: 0.6949, loss_cls: 2.4488, loss: 2.4488, grad_norm: 1.7803 2020-08-11 05:37:03,588 - mmaction - INFO - Epoch [163][140/940] lr: 1.190e-01, eta: 1 day, 16:40:02, time: 1.621, data_time: 0.006, memory: 9063, top1_acc: 0.4428, top5_acc: 0.6873, loss_cls: 2.4741, loss: 2.4741, grad_norm: 1.8024 2020-08-11 05:37:36,838 - mmaction - INFO - Epoch [163][160/940] lr: 1.190e-01, eta: 1 day, 16:39:29, time: 1.656, data_time: 0.007, memory: 9063, top1_acc: 0.4408, top5_acc: 0.6871, loss_cls: 2.4806, loss: 2.4806, grad_norm: 1.7597 2020-08-11 05:38:08,448 - mmaction - INFO - Epoch [163][180/940] lr: 1.190e-01, eta: 1 day, 16:38:51, time: 1.587, data_time: 0.009, memory: 9063, top1_acc: 0.4504, top5_acc: 0.6973, loss_cls: 2.4178, loss: 2.4178, grad_norm: 1.7767 2020-08-11 05:38:41,411 - mmaction - INFO - Epoch [163][200/940] lr: 1.190e-01, eta: 1 day, 16:38:17, time: 1.644, data_time: 0.005, memory: 9063, top1_acc: 0.4365, top5_acc: 0.6906, loss_cls: 2.4734, loss: 2.4734, grad_norm: 1.7766 2020-08-11 05:39:12,723 - mmaction - INFO - Epoch [163][220/940] lr: 1.190e-01, eta: 1 day, 16:37:39, time: 1.568, data_time: 0.007, memory: 9063, top1_acc: 0.4486, top5_acc: 0.6963, loss_cls: 2.4128, loss: 2.4128, grad_norm: 1.7821 2020-08-11 05:39:45,444 - mmaction - INFO - Epoch [163][240/940] lr: 1.190e-01, eta: 1 day, 16:37:05, time: 1.636, data_time: 0.007, memory: 9063, top1_acc: 0.4371, top5_acc: 0.6834, loss_cls: 2.5008, loss: 2.5008, grad_norm: 1.7895 2020-08-11 05:40:17,045 - mmaction - INFO - Epoch [163][260/940] lr: 1.190e-01, eta: 1 day, 16:36:27, time: 1.578, data_time: 0.005, memory: 9063, top1_acc: 0.4465, top5_acc: 0.6891, loss_cls: 2.4625, loss: 2.4625, grad_norm: 1.7695 2020-08-11 05:40:48,711 - mmaction - INFO - Epoch [163][280/940] lr: 1.190e-01, eta: 1 day, 16:35:50, time: 1.586, data_time: 0.007, memory: 9063, top1_acc: 0.4424, top5_acc: 0.6826, loss_cls: 2.4984, loss: 2.4984, grad_norm: 1.8232 2020-08-11 05:41:18,142 - mmaction - INFO - Epoch [163][300/940] lr: 1.190e-01, eta: 1 day, 16:35:06, time: 1.471, data_time: 0.002, memory: 9063, top1_acc: 0.4363, top5_acc: 0.6822, loss_cls: 2.4879, loss: 2.4879, grad_norm: 1.7962 2020-08-11 05:41:50,692 - mmaction - INFO - Epoch [163][320/940] lr: 1.190e-01, eta: 1 day, 16:34:31, time: 1.626, data_time: 0.006, memory: 9063, top1_acc: 0.4412, top5_acc: 0.6910, loss_cls: 2.4668, loss: 2.4668, grad_norm: 1.8122 2020-08-11 05:42:23,225 - mmaction - INFO - Epoch [163][340/940] lr: 1.190e-01, eta: 1 day, 16:33:57, time: 1.628, data_time: 0.006, memory: 9063, top1_acc: 0.4477, top5_acc: 0.6887, loss_cls: 2.4432, loss: 2.4432, grad_norm: 1.7280 2020-08-11 05:42:53,975 - mmaction - INFO - Epoch [163][360/940] lr: 1.190e-01, eta: 1 day, 16:33:17, time: 1.536, data_time: 0.005, memory: 9063, top1_acc: 0.4422, top5_acc: 0.6945, loss_cls: 2.4635, loss: 2.4635, grad_norm: 1.7958 2020-08-11 05:43:25,727 - mmaction - INFO - Epoch [163][380/940] lr: 1.190e-01, eta: 1 day, 16:32:40, time: 1.589, data_time: 0.005, memory: 9063, top1_acc: 0.4436, top5_acc: 0.6881, loss_cls: 2.4576, loss: 2.4576, grad_norm: 1.7738 2020-08-11 05:43:57,721 - mmaction - INFO - Epoch [163][400/940] lr: 1.190e-01, eta: 1 day, 16:32:03, time: 1.595, data_time: 0.007, memory: 9063, top1_acc: 0.4439, top5_acc: 0.6902, loss_cls: 2.4615, loss: 2.4615, grad_norm: 1.8092 2020-08-11 05:44:29,251 - mmaction - INFO - Epoch [163][420/940] lr: 1.190e-01, eta: 1 day, 16:31:26, time: 1.581, data_time: 0.007, memory: 9063, top1_acc: 0.4570, top5_acc: 0.6908, loss_cls: 2.4814, loss: 2.4814, grad_norm: 1.7766 2020-08-11 05:45:02,630 - mmaction - INFO - Epoch [163][440/940] lr: 1.190e-01, eta: 1 day, 16:30:52, time: 1.658, data_time: 0.005, memory: 9063, top1_acc: 0.4379, top5_acc: 0.6910, loss_cls: 2.4746, loss: 2.4746, grad_norm: 1.7705 2020-08-11 05:45:32,620 - mmaction - INFO - Epoch [163][460/940] lr: 1.190e-01, eta: 1 day, 16:30:11, time: 1.511, data_time: 0.015, memory: 9063, top1_acc: 0.4285, top5_acc: 0.6734, loss_cls: 2.5559, loss: 2.5559, grad_norm: 1.7905 2020-08-11 05:46:05,356 - mmaction - INFO - Epoch [163][480/940] lr: 1.190e-01, eta: 1 day, 16:29:37, time: 1.635, data_time: 0.006, memory: 9063, top1_acc: 0.4471, top5_acc: 0.6898, loss_cls: 2.4729, loss: 2.4729, grad_norm: 1.7522 2020-08-11 05:46:36,387 - mmaction - INFO - Epoch [163][500/940] lr: 1.190e-01, eta: 1 day, 16:28:58, time: 1.554, data_time: 0.005, memory: 9063, top1_acc: 0.4457, top5_acc: 0.6857, loss_cls: 2.4430, loss: 2.4430, grad_norm: 1.8091 2020-08-11 05:47:08,909 - mmaction - INFO - Epoch [163][520/940] lr: 1.190e-01, eta: 1 day, 16:28:23, time: 1.621, data_time: 0.004, memory: 9063, top1_acc: 0.4500, top5_acc: 0.6898, loss_cls: 2.4243, loss: 2.4243, grad_norm: 1.7673 2020-08-11 05:47:39,812 - mmaction - INFO - Epoch [163][540/940] lr: 1.190e-01, eta: 1 day, 16:27:44, time: 1.549, data_time: 0.007, memory: 9063, top1_acc: 0.4443, top5_acc: 0.6820, loss_cls: 2.4898, loss: 2.4898, grad_norm: 1.7821 2020-08-11 05:48:12,240 - mmaction - INFO - Epoch [163][560/940] lr: 1.190e-01, eta: 1 day, 16:27:08, time: 1.621, data_time: 0.008, memory: 9063, top1_acc: 0.4500, top5_acc: 0.6861, loss_cls: 2.4722, loss: 2.4722, grad_norm: 1.8077 2020-08-11 05:48:43,587 - mmaction - INFO - Epoch [163][580/940] lr: 1.190e-01, eta: 1 day, 16:26:30, time: 1.569, data_time: 0.005, memory: 9063, top1_acc: 0.4445, top5_acc: 0.6859, loss_cls: 2.4749, loss: 2.4749, grad_norm: 1.7959 2020-08-11 05:49:14,056 - mmaction - INFO - Epoch [163][600/940] lr: 1.190e-01, eta: 1 day, 16:25:50, time: 1.522, data_time: 0.005, memory: 9063, top1_acc: 0.4426, top5_acc: 0.6906, loss_cls: 2.4664, loss: 2.4664, grad_norm: 1.7779 2020-08-11 05:49:45,908 - mmaction - INFO - Epoch [163][620/940] lr: 1.190e-01, eta: 1 day, 16:25:13, time: 1.593, data_time: 0.006, memory: 9063, top1_acc: 0.4506, top5_acc: 0.6900, loss_cls: 2.4453, loss: 2.4453, grad_norm: 1.7462 2020-08-11 05:50:18,151 - mmaction - INFO - Epoch [163][640/940] lr: 1.190e-01, eta: 1 day, 16:24:37, time: 1.612, data_time: 0.007, memory: 9063, top1_acc: 0.4443, top5_acc: 0.6902, loss_cls: 2.4545, loss: 2.4545, grad_norm: 1.7892 2020-08-11 05:50:50,975 - mmaction - INFO - Epoch [163][660/940] lr: 1.190e-01, eta: 1 day, 16:24:03, time: 1.643, data_time: 0.005, memory: 9063, top1_acc: 0.4383, top5_acc: 0.6887, loss_cls: 2.4889, loss: 2.4889, grad_norm: 1.8108 2020-08-11 05:51:24,276 - mmaction - INFO - Epoch [163][680/940] lr: 1.190e-01, eta: 1 day, 16:23:30, time: 1.661, data_time: 0.004, memory: 9063, top1_acc: 0.4264, top5_acc: 0.6773, loss_cls: 2.5513, loss: 2.5513, grad_norm: 1.8086 2020-08-11 05:51:54,499 - mmaction - INFO - Epoch [163][700/940] lr: 1.190e-01, eta: 1 day, 16:22:49, time: 1.514, data_time: 0.007, memory: 9063, top1_acc: 0.4490, top5_acc: 0.6945, loss_cls: 2.4605, loss: 2.4605, grad_norm: 1.8040 2020-08-11 05:52:25,996 - mmaction - INFO - Epoch [163][720/940] lr: 1.190e-01, eta: 1 day, 16:22:12, time: 1.574, data_time: 0.005, memory: 9063, top1_acc: 0.4441, top5_acc: 0.6937, loss_cls: 2.4820, loss: 2.4820, grad_norm: 1.7794 2020-08-11 05:52:57,967 - mmaction - INFO - Epoch [163][740/940] lr: 1.190e-01, eta: 1 day, 16:21:35, time: 1.599, data_time: 0.005, memory: 9063, top1_acc: 0.4436, top5_acc: 0.6908, loss_cls: 2.4726, loss: 2.4726, grad_norm: 1.7911 2020-08-11 05:53:30,720 - mmaction - INFO - Epoch [163][760/940] lr: 1.190e-01, eta: 1 day, 16:21:01, time: 1.639, data_time: 0.005, memory: 9063, top1_acc: 0.4467, top5_acc: 0.6930, loss_cls: 2.4525, loss: 2.4525, grad_norm: 1.8204 2020-08-11 05:54:04,981 - mmaction - INFO - Epoch [163][780/940] lr: 1.190e-01, eta: 1 day, 16:20:31, time: 1.712, data_time: 0.005, memory: 9063, top1_acc: 0.4486, top5_acc: 0.6893, loss_cls: 2.4555, loss: 2.4555, grad_norm: 1.8051 2020-08-11 05:54:38,248 - mmaction - INFO - Epoch [163][800/940] lr: 1.190e-01, eta: 1 day, 16:19:58, time: 1.665, data_time: 0.005, memory: 9063, top1_acc: 0.4570, top5_acc: 0.6937, loss_cls: 2.4277, loss: 2.4277, grad_norm: 1.7429 2020-08-11 05:55:09,519 - mmaction - INFO - Epoch [163][820/940] lr: 1.190e-01, eta: 1 day, 16:19:20, time: 1.563, data_time: 0.005, memory: 9063, top1_acc: 0.4492, top5_acc: 0.6891, loss_cls: 2.4786, loss: 2.4786, grad_norm: 1.8439 2020-08-11 05:55:41,773 - mmaction - INFO - Epoch [163][840/940] lr: 1.190e-01, eta: 1 day, 16:18:44, time: 1.613, data_time: 0.004, memory: 9063, top1_acc: 0.4439, top5_acc: 0.6756, loss_cls: 2.5109, loss: 2.5109, grad_norm: 1.7825 2020-08-11 05:56:15,201 - mmaction - INFO - Epoch [163][860/940] lr: 1.190e-01, eta: 1 day, 16:18:12, time: 1.668, data_time: 0.005, memory: 9063, top1_acc: 0.4357, top5_acc: 0.6895, loss_cls: 2.4936, loss: 2.4936, grad_norm: 1.7556 2020-08-11 05:56:48,762 - mmaction - INFO - Epoch [163][880/940] lr: 1.190e-01, eta: 1 day, 16:17:40, time: 1.682, data_time: 0.007, memory: 9063, top1_acc: 0.4451, top5_acc: 0.6910, loss_cls: 2.4770, loss: 2.4770, grad_norm: 1.7835 2020-08-11 05:57:21,824 - mmaction - INFO - Epoch [163][900/940] lr: 1.190e-01, eta: 1 day, 16:17:06, time: 1.651, data_time: 0.004, memory: 9063, top1_acc: 0.4437, top5_acc: 0.6838, loss_cls: 2.4858, loss: 2.4858, grad_norm: 1.8122 2020-08-11 05:57:55,567 - mmaction - INFO - Epoch [163][920/940] lr: 1.190e-01, eta: 1 day, 16:16:35, time: 1.689, data_time: 0.007, memory: 9063, top1_acc: 0.4373, top5_acc: 0.6842, loss_cls: 2.5142, loss: 2.5142, grad_norm: 1.8373 2020-08-11 05:58:28,981 - mmaction - INFO - Epoch [163][940/940] lr: 1.190e-01, eta: 1 day, 16:16:02, time: 1.670, data_time: 0.006, memory: 9063, top1_acc: 0.4267, top5_acc: 0.6682, loss_cls: 2.5561, loss: 2.5561, grad_norm: 1.8164 2020-08-11 05:59:07,684 - mmaction - INFO - Epoch [164][20/940] lr: 1.167e-01, eta: 1 day, 16:15:42, time: 1.912, data_time: 0.409, memory: 9063, top1_acc: 0.4393, top5_acc: 0.6811, loss_cls: 2.5024, loss: 2.5024, grad_norm: 1.8370 2020-08-11 05:59:40,073 - mmaction - INFO - Epoch [164][40/940] lr: 1.167e-01, eta: 1 day, 16:15:07, time: 1.621, data_time: 0.007, memory: 9063, top1_acc: 0.4408, top5_acc: 0.6875, loss_cls: 2.4764, loss: 2.4764, grad_norm: 1.7992 2020-08-11 06:00:17,777 - mmaction - INFO - Epoch [164][60/940] lr: 1.167e-01, eta: 1 day, 16:14:46, time: 1.876, data_time: 0.006, memory: 9063, top1_acc: 0.4508, top5_acc: 0.6904, loss_cls: 2.4464, loss: 2.4464, grad_norm: 1.7900 2020-08-11 06:00:47,928 - mmaction - INFO - Epoch [164][80/940] lr: 1.167e-01, eta: 1 day, 16:14:05, time: 1.517, data_time: 0.021, memory: 9063, top1_acc: 0.4549, top5_acc: 0.6955, loss_cls: 2.4229, loss: 2.4229, grad_norm: 1.8198 2020-08-11 06:01:19,478 - mmaction - INFO - Epoch [164][100/940] lr: 1.167e-01, eta: 1 day, 16:13:27, time: 1.575, data_time: 0.004, memory: 9063, top1_acc: 0.4576, top5_acc: 0.6967, loss_cls: 2.4256, loss: 2.4256, grad_norm: 1.7802 2020-08-11 06:01:53,329 - mmaction - INFO - Epoch [164][120/940] lr: 1.167e-01, eta: 1 day, 16:12:56, time: 1.692, data_time: 0.005, memory: 9063, top1_acc: 0.4559, top5_acc: 0.6844, loss_cls: 2.4881, loss: 2.4881, grad_norm: 1.7849 2020-08-11 06:02:27,351 - mmaction - INFO - Epoch [164][140/940] lr: 1.167e-01, eta: 1 day, 16:12:25, time: 1.700, data_time: 0.006, memory: 9063, top1_acc: 0.4602, top5_acc: 0.7008, loss_cls: 2.4080, loss: 2.4080, grad_norm: 1.8023 2020-08-11 06:03:01,465 - mmaction - INFO - Epoch [164][160/940] lr: 1.167e-01, eta: 1 day, 16:11:54, time: 1.705, data_time: 0.007, memory: 9063, top1_acc: 0.4396, top5_acc: 0.6795, loss_cls: 2.5057, loss: 2.5057, grad_norm: 1.7942 2020-08-11 06:03:36,765 - mmaction - INFO - Epoch [164][180/940] lr: 1.167e-01, eta: 1 day, 16:11:27, time: 1.769, data_time: 0.007, memory: 9063, top1_acc: 0.4473, top5_acc: 0.6955, loss_cls: 2.4300, loss: 2.4300, grad_norm: 1.7944 2020-08-11 06:04:10,686 - mmaction - INFO - Epoch [164][200/940] lr: 1.167e-01, eta: 1 day, 16:10:56, time: 1.693, data_time: 0.005, memory: 9063, top1_acc: 0.4396, top5_acc: 0.6801, loss_cls: 2.5113, loss: 2.5113, grad_norm: 1.7715 2020-08-11 06:04:45,136 - mmaction - INFO - Epoch [164][220/940] lr: 1.167e-01, eta: 1 day, 16:10:26, time: 1.726, data_time: 0.006, memory: 9063, top1_acc: 0.4455, top5_acc: 0.6850, loss_cls: 2.4764, loss: 2.4764, grad_norm: 1.8300 2020-08-11 06:05:19,290 - mmaction - INFO - Epoch [164][240/940] lr: 1.167e-01, eta: 1 day, 16:09:55, time: 1.704, data_time: 0.004, memory: 9063, top1_acc: 0.4445, top5_acc: 0.6877, loss_cls: 2.4717, loss: 2.4717, grad_norm: 1.8235 2020-08-11 06:05:53,672 - mmaction - INFO - Epoch [164][260/940] lr: 1.167e-01, eta: 1 day, 16:09:25, time: 1.722, data_time: 0.007, memory: 9063, top1_acc: 0.4387, top5_acc: 0.6867, loss_cls: 2.4664, loss: 2.4664, grad_norm: 1.7696 2020-08-11 06:06:25,857 - mmaction - INFO - Epoch [164][280/940] lr: 1.167e-01, eta: 1 day, 16:08:50, time: 1.608, data_time: 0.006, memory: 9063, top1_acc: 0.4441, top5_acc: 0.6895, loss_cls: 2.4571, loss: 2.4571, grad_norm: 1.7931 2020-08-11 06:06:59,848 - mmaction - INFO - Epoch [164][300/940] lr: 1.167e-01, eta: 1 day, 16:08:19, time: 1.701, data_time: 0.005, memory: 9063, top1_acc: 0.4336, top5_acc: 0.6820, loss_cls: 2.5039, loss: 2.5039, grad_norm: 1.8405 2020-08-11 06:07:34,978 - mmaction - INFO - Epoch [164][320/940] lr: 1.167e-01, eta: 1 day, 16:07:51, time: 1.755, data_time: 0.007, memory: 9063, top1_acc: 0.4615, top5_acc: 0.6967, loss_cls: 2.4206, loss: 2.4206, grad_norm: 1.7760 2020-08-11 06:08:09,348 - mmaction - INFO - Epoch [164][340/940] lr: 1.167e-01, eta: 1 day, 16:07:21, time: 1.720, data_time: 0.006, memory: 9063, top1_acc: 0.4641, top5_acc: 0.7014, loss_cls: 2.3774, loss: 2.3774, grad_norm: 1.8016 2020-08-11 06:08:44,015 - mmaction - INFO - Epoch [164][360/940] lr: 1.167e-01, eta: 1 day, 16:06:51, time: 1.730, data_time: 0.005, memory: 9063, top1_acc: 0.4545, top5_acc: 0.7039, loss_cls: 2.3924, loss: 2.3924, grad_norm: 1.7858 2020-08-11 06:09:18,206 - mmaction - INFO - Epoch [164][380/940] lr: 1.167e-01, eta: 1 day, 16:06:21, time: 1.713, data_time: 0.007, memory: 9063, top1_acc: 0.4492, top5_acc: 0.6922, loss_cls: 2.4492, loss: 2.4492, grad_norm: 1.7841 2020-08-11 06:09:52,218 - mmaction - INFO - Epoch [164][400/940] lr: 1.167e-01, eta: 1 day, 16:05:50, time: 1.699, data_time: 0.005, memory: 9063, top1_acc: 0.4422, top5_acc: 0.6885, loss_cls: 2.5002, loss: 2.5002, grad_norm: 1.7985 2020-08-11 06:10:26,726 - mmaction - INFO - Epoch [164][420/940] lr: 1.167e-01, eta: 1 day, 16:05:20, time: 1.725, data_time: 0.005, memory: 9063, top1_acc: 0.4498, top5_acc: 0.7018, loss_cls: 2.4265, loss: 2.4265, grad_norm: 1.8155 2020-08-11 06:11:01,451 - mmaction - INFO - Epoch [164][440/940] lr: 1.167e-01, eta: 1 day, 16:04:51, time: 1.737, data_time: 0.007, memory: 9063, top1_acc: 0.4393, top5_acc: 0.6902, loss_cls: 2.4700, loss: 2.4700, grad_norm: 1.7997 2020-08-11 06:11:35,214 - mmaction - INFO - Epoch [164][460/940] lr: 1.167e-01, eta: 1 day, 16:04:19, time: 1.689, data_time: 0.005, memory: 9063, top1_acc: 0.4379, top5_acc: 0.6852, loss_cls: 2.4992, loss: 2.4992, grad_norm: 1.7971 2020-08-11 06:12:10,673 - mmaction - INFO - Epoch [164][480/940] lr: 1.167e-01, eta: 1 day, 16:03:52, time: 1.770, data_time: 0.007, memory: 9063, top1_acc: 0.4396, top5_acc: 0.6869, loss_cls: 2.4663, loss: 2.4663, grad_norm: 1.7821 2020-08-11 06:12:43,965 - mmaction - INFO - Epoch [164][500/940] lr: 1.167e-01, eta: 1 day, 16:03:19, time: 1.667, data_time: 0.005, memory: 9063, top1_acc: 0.4408, top5_acc: 0.6959, loss_cls: 2.4511, loss: 2.4511, grad_norm: 1.8583 2020-08-11 06:13:17,762 - mmaction - INFO - Epoch [164][520/940] lr: 1.167e-01, eta: 1 day, 16:02:48, time: 1.691, data_time: 0.003, memory: 9063, top1_acc: 0.4441, top5_acc: 0.6877, loss_cls: 2.4788, loss: 2.4788, grad_norm: 1.7982 2020-08-11 06:13:53,148 - mmaction - INFO - Epoch [164][540/940] lr: 1.167e-01, eta: 1 day, 16:02:20, time: 1.767, data_time: 0.005, memory: 9063, top1_acc: 0.4375, top5_acc: 0.6848, loss_cls: 2.4941, loss: 2.4941, grad_norm: 1.8218 2020-08-11 06:14:27,854 - mmaction - INFO - Epoch [164][560/940] lr: 1.167e-01, eta: 1 day, 16:01:51, time: 1.737, data_time: 0.006, memory: 9063, top1_acc: 0.4428, top5_acc: 0.6914, loss_cls: 2.4414, loss: 2.4414, grad_norm: 1.8087 2020-08-11 06:15:03,689 - mmaction - INFO - Epoch [164][580/940] lr: 1.167e-01, eta: 1 day, 16:01:25, time: 1.792, data_time: 0.005, memory: 9063, top1_acc: 0.4439, top5_acc: 0.6857, loss_cls: 2.4944, loss: 2.4944, grad_norm: 1.8255 2020-08-11 06:15:37,976 - mmaction - INFO - Epoch [164][600/940] lr: 1.167e-01, eta: 1 day, 16:00:54, time: 1.713, data_time: 0.004, memory: 9063, top1_acc: 0.4512, top5_acc: 0.6834, loss_cls: 2.4649, loss: 2.4649, grad_norm: 1.7753 2020-08-11 06:16:11,006 - mmaction - INFO - Epoch [164][620/940] lr: 1.167e-01, eta: 1 day, 16:00:21, time: 1.651, data_time: 0.007, memory: 9063, top1_acc: 0.4475, top5_acc: 0.6871, loss_cls: 2.4627, loss: 2.4627, grad_norm: 1.7774 2020-08-11 06:16:45,636 - mmaction - INFO - Epoch [164][640/940] lr: 1.167e-01, eta: 1 day, 15:59:51, time: 1.732, data_time: 0.005, memory: 9063, top1_acc: 0.4352, top5_acc: 0.6854, loss_cls: 2.4963, loss: 2.4963, grad_norm: 1.8067 2020-08-11 06:17:20,080 - mmaction - INFO - Epoch [164][660/940] lr: 1.167e-01, eta: 1 day, 15:59:21, time: 1.722, data_time: 0.006, memory: 9063, top1_acc: 0.4471, top5_acc: 0.6893, loss_cls: 2.4585, loss: 2.4585, grad_norm: 1.8063 2020-08-11 06:17:56,524 - mmaction - INFO - Epoch [164][680/940] lr: 1.167e-01, eta: 1 day, 15:58:57, time: 1.823, data_time: 0.005, memory: 9063, top1_acc: 0.4527, top5_acc: 0.6797, loss_cls: 2.4929, loss: 2.4929, grad_norm: 1.7781 2020-08-11 06:18:29,152 - mmaction - INFO - Epoch [164][700/940] lr: 1.167e-01, eta: 1 day, 15:58:22, time: 1.629, data_time: 0.008, memory: 9063, top1_acc: 0.4355, top5_acc: 0.6799, loss_cls: 2.5180, loss: 2.5180, grad_norm: 1.8040 2020-08-11 06:19:04,112 - mmaction - INFO - Epoch [164][720/940] lr: 1.167e-01, eta: 1 day, 15:57:53, time: 1.749, data_time: 0.006, memory: 9063, top1_acc: 0.4549, top5_acc: 0.6984, loss_cls: 2.4270, loss: 2.4270, grad_norm: 1.8176 2020-08-11 06:19:37,478 - mmaction - INFO - Epoch [164][740/940] lr: 1.167e-01, eta: 1 day, 15:57:21, time: 1.670, data_time: 0.005, memory: 9063, top1_acc: 0.4535, top5_acc: 0.6998, loss_cls: 2.4305, loss: 2.4305, grad_norm: 1.7752 2020-08-11 06:20:11,514 - mmaction - INFO - Epoch [164][760/940] lr: 1.167e-01, eta: 1 day, 15:56:50, time: 1.702, data_time: 0.005, memory: 9063, top1_acc: 0.4369, top5_acc: 0.6908, loss_cls: 2.4760, loss: 2.4760, grad_norm: 1.7859 2020-08-11 06:20:46,665 - mmaction - INFO - Epoch [164][780/940] lr: 1.167e-01, eta: 1 day, 15:56:21, time: 1.757, data_time: 0.002, memory: 9063, top1_acc: 0.4389, top5_acc: 0.7064, loss_cls: 2.4178, loss: 2.4178, grad_norm: 1.8254 2020-08-11 06:21:22,041 - mmaction - INFO - Epoch [164][800/940] lr: 1.167e-01, eta: 1 day, 15:55:54, time: 1.768, data_time: 0.006, memory: 9063, top1_acc: 0.4367, top5_acc: 0.6891, loss_cls: 2.4859, loss: 2.4859, grad_norm: 1.8416 2020-08-11 06:21:56,989 - mmaction - INFO - Epoch [164][820/940] lr: 1.167e-01, eta: 1 day, 15:55:25, time: 1.749, data_time: 0.005, memory: 9063, top1_acc: 0.4508, top5_acc: 0.6900, loss_cls: 2.4478, loss: 2.4478, grad_norm: 1.8163 2020-08-11 06:22:32,332 - mmaction - INFO - Epoch [164][840/940] lr: 1.167e-01, eta: 1 day, 15:54:57, time: 1.767, data_time: 0.005, memory: 9063, top1_acc: 0.4391, top5_acc: 0.6877, loss_cls: 2.5080, loss: 2.5080, grad_norm: 1.7723 2020-08-11 06:23:07,832 - mmaction - INFO - Epoch [164][860/940] lr: 1.167e-01, eta: 1 day, 15:54:30, time: 1.773, data_time: 0.004, memory: 9063, top1_acc: 0.4486, top5_acc: 0.6861, loss_cls: 2.4577, loss: 2.4577, grad_norm: 1.8118 2020-08-11 06:23:43,661 - mmaction - INFO - Epoch [164][880/940] lr: 1.167e-01, eta: 1 day, 15:54:04, time: 1.794, data_time: 0.006, memory: 9063, top1_acc: 0.4437, top5_acc: 0.6965, loss_cls: 2.4699, loss: 2.4699, grad_norm: 1.7790 2020-08-11 06:24:18,946 - mmaction - INFO - Epoch [164][900/940] lr: 1.167e-01, eta: 1 day, 15:53:36, time: 1.762, data_time: 0.005, memory: 9063, top1_acc: 0.4344, top5_acc: 0.6881, loss_cls: 2.4972, loss: 2.4972, grad_norm: 1.8051 2020-08-11 06:24:54,475 - mmaction - INFO - Epoch [164][920/940] lr: 1.167e-01, eta: 1 day, 15:53:09, time: 1.778, data_time: 0.005, memory: 9063, top1_acc: 0.4408, top5_acc: 0.6814, loss_cls: 2.4764, loss: 2.4764, grad_norm: 1.8161 2020-08-11 06:25:25,043 - mmaction - INFO - Epoch [164][940/940] lr: 1.167e-01, eta: 1 day, 15:52:29, time: 1.528, data_time: 0.010, memory: 9063, top1_acc: 0.4438, top5_acc: 0.6895, loss_cls: 2.4843, loss: 2.4843, grad_norm: 1.8119 2020-08-11 06:25:25,499 - mmaction - INFO - Saving checkpoint at 164 epochs 2020-08-11 06:26:08,915 - mmaction - INFO - Epoch [165][20/940] lr: 1.145e-01, eta: 1 day, 15:52:16, time: 2.067, data_time: 0.527, memory: 9063, top1_acc: 0.4582, top5_acc: 0.7010, loss_cls: 2.4163, loss: 2.4163, grad_norm: 1.8244 2020-08-11 06:26:42,197 - mmaction - INFO - Epoch [165][40/940] lr: 1.145e-01, eta: 1 day, 15:51:43, time: 1.666, data_time: 0.005, memory: 9063, top1_acc: 0.4479, top5_acc: 0.7025, loss_cls: 2.4080, loss: 2.4080, grad_norm: 1.8017 2020-08-11 06:27:16,910 - mmaction - INFO - Epoch [165][60/940] lr: 1.145e-01, eta: 1 day, 15:51:14, time: 1.734, data_time: 0.005, memory: 9063, top1_acc: 0.4352, top5_acc: 0.6918, loss_cls: 2.4573, loss: 2.4573, grad_norm: 1.8252 2020-08-11 06:27:53,693 - mmaction - INFO - Epoch [165][80/940] lr: 1.145e-01, eta: 1 day, 15:50:50, time: 1.841, data_time: 0.005, memory: 9063, top1_acc: 0.4396, top5_acc: 0.6953, loss_cls: 2.4708, loss: 2.4708, grad_norm: 1.8219 2020-08-11 06:28:27,758 - mmaction - INFO - Epoch [165][100/940] lr: 1.145e-01, eta: 1 day, 15:50:19, time: 1.702, data_time: 0.005, memory: 9063, top1_acc: 0.4611, top5_acc: 0.6982, loss_cls: 2.3954, loss: 2.3954, grad_norm: 1.7972 2020-08-11 06:29:04,651 - mmaction - INFO - Epoch [165][120/940] lr: 1.145e-01, eta: 1 day, 15:49:55, time: 1.844, data_time: 0.007, memory: 9063, top1_acc: 0.4547, top5_acc: 0.6975, loss_cls: 2.4543, loss: 2.4543, grad_norm: 1.7977 2020-08-11 06:29:39,717 - mmaction - INFO - Epoch [165][140/940] lr: 1.145e-01, eta: 1 day, 15:49:27, time: 1.754, data_time: 0.006, memory: 9063, top1_acc: 0.4518, top5_acc: 0.6844, loss_cls: 2.4658, loss: 2.4658, grad_norm: 1.7992 2020-08-11 06:30:15,731 - mmaction - INFO - Epoch [165][160/940] lr: 1.145e-01, eta: 1 day, 15:49:00, time: 1.798, data_time: 0.006, memory: 9063, top1_acc: 0.4477, top5_acc: 0.6941, loss_cls: 2.4330, loss: 2.4330, grad_norm: 1.8073 2020-08-11 06:30:50,870 - mmaction - INFO - Epoch [165][180/940] lr: 1.145e-01, eta: 1 day, 15:48:32, time: 1.761, data_time: 0.006, memory: 9063, top1_acc: 0.4543, top5_acc: 0.6926, loss_cls: 2.4561, loss: 2.4561, grad_norm: 1.7998 2020-08-11 06:31:25,442 - mmaction - INFO - Epoch [165][200/940] lr: 1.145e-01, eta: 1 day, 15:48:02, time: 1.726, data_time: 0.005, memory: 9063, top1_acc: 0.4568, top5_acc: 0.6926, loss_cls: 2.4363, loss: 2.4363, grad_norm: 1.8006 2020-08-11 06:31:57,929 - mmaction - INFO - Epoch [165][220/940] lr: 1.145e-01, eta: 1 day, 15:47:27, time: 1.626, data_time: 0.007, memory: 9063, top1_acc: 0.4453, top5_acc: 0.6924, loss_cls: 2.4684, loss: 2.4684, grad_norm: 1.8153 2020-08-11 06:32:31,532 - mmaction - INFO - Epoch [165][240/940] lr: 1.145e-01, eta: 1 day, 15:46:55, time: 1.679, data_time: 0.005, memory: 9063, top1_acc: 0.4426, top5_acc: 0.6896, loss_cls: 2.4643, loss: 2.4643, grad_norm: 1.8084 2020-08-11 06:33:06,707 - mmaction - INFO - Epoch [165][260/940] lr: 1.145e-01, eta: 1 day, 15:46:27, time: 1.760, data_time: 0.005, memory: 9063, top1_acc: 0.4494, top5_acc: 0.6980, loss_cls: 2.4103, loss: 2.4103, grad_norm: 1.8277 2020-08-11 06:33:43,192 - mmaction - INFO - Epoch [165][280/940] lr: 1.145e-01, eta: 1 day, 15:46:02, time: 1.823, data_time: 0.002, memory: 9063, top1_acc: 0.4449, top5_acc: 0.6918, loss_cls: 2.4623, loss: 2.4623, grad_norm: 1.8427 2020-08-11 06:34:18,180 - mmaction - INFO - Epoch [165][300/940] lr: 1.145e-01, eta: 1 day, 15:45:33, time: 1.748, data_time: 0.006, memory: 9063, top1_acc: 0.4475, top5_acc: 0.6916, loss_cls: 2.4610, loss: 2.4610, grad_norm: 1.8148 2020-08-11 06:34:53,690 - mmaction - INFO - Epoch [165][320/940] lr: 1.145e-01, eta: 1 day, 15:45:06, time: 1.778, data_time: 0.007, memory: 9063, top1_acc: 0.4529, top5_acc: 0.6867, loss_cls: 2.4318, loss: 2.4318, grad_norm: 1.7866 2020-08-11 06:35:29,121 - mmaction - INFO - Epoch [165][340/940] lr: 1.145e-01, eta: 1 day, 15:44:38, time: 1.769, data_time: 0.005, memory: 9063, top1_acc: 0.4479, top5_acc: 0.6861, loss_cls: 2.4277, loss: 2.4277, grad_norm: 1.7943 2020-08-11 06:36:05,930 - mmaction - INFO - Epoch [165][360/940] lr: 1.145e-01, eta: 1 day, 15:44:14, time: 1.843, data_time: 0.006, memory: 9063, top1_acc: 0.4510, top5_acc: 0.6945, loss_cls: 2.4546, loss: 2.4546, grad_norm: 1.8083 2020-08-11 06:36:41,169 - mmaction - INFO - Epoch [165][380/940] lr: 1.145e-01, eta: 1 day, 15:43:46, time: 1.760, data_time: 0.005, memory: 9063, top1_acc: 0.4369, top5_acc: 0.6867, loss_cls: 2.4734, loss: 2.4734, grad_norm: 1.8674 2020-08-11 06:37:17,111 - mmaction - INFO - Epoch [165][400/940] lr: 1.145e-01, eta: 1 day, 15:43:19, time: 1.798, data_time: 0.005, memory: 9063, top1_acc: 0.4420, top5_acc: 0.6838, loss_cls: 2.4827, loss: 2.4827, grad_norm: 1.8255 2020-08-11 06:37:52,782 - mmaction - INFO - Epoch [165][420/940] lr: 1.145e-01, eta: 1 day, 15:42:52, time: 1.781, data_time: 0.005, memory: 9063, top1_acc: 0.4500, top5_acc: 0.6885, loss_cls: 2.4702, loss: 2.4702, grad_norm: 1.8196 2020-08-11 06:38:27,255 - mmaction - INFO - Epoch [165][440/940] lr: 1.145e-01, eta: 1 day, 15:42:22, time: 1.727, data_time: 0.007, memory: 9063, top1_acc: 0.4475, top5_acc: 0.7021, loss_cls: 2.4548, loss: 2.4548, grad_norm: 1.8202 2020-08-11 06:39:03,678 - mmaction - INFO - Epoch [165][460/940] lr: 1.145e-01, eta: 1 day, 15:41:57, time: 1.821, data_time: 0.005, memory: 9063, top1_acc: 0.4504, top5_acc: 0.6857, loss_cls: 2.4742, loss: 2.4742, grad_norm: 1.8186 2020-08-11 06:39:39,202 - mmaction - INFO - Epoch [165][480/940] lr: 1.145e-01, eta: 1 day, 15:41:29, time: 1.777, data_time: 0.005, memory: 9063, top1_acc: 0.4473, top5_acc: 0.6937, loss_cls: 2.4698, loss: 2.4698, grad_norm: 1.8217 2020-08-11 06:40:14,761 - mmaction - INFO - Epoch [165][500/940] lr: 1.145e-01, eta: 1 day, 15:41:02, time: 1.774, data_time: 0.005, memory: 9063, top1_acc: 0.4447, top5_acc: 0.6873, loss_cls: 2.4702, loss: 2.4702, grad_norm: 1.7923 2020-08-11 06:40:50,185 - mmaction - INFO - Epoch [165][520/940] lr: 1.145e-01, eta: 1 day, 15:40:34, time: 1.775, data_time: 0.007, memory: 9063, top1_acc: 0.4334, top5_acc: 0.6717, loss_cls: 2.5338, loss: 2.5338, grad_norm: 1.8653 2020-08-11 06:41:24,426 - mmaction - INFO - Epoch [165][540/940] lr: 1.145e-01, eta: 1 day, 15:40:04, time: 1.710, data_time: 0.005, memory: 9063, top1_acc: 0.4395, top5_acc: 0.6854, loss_cls: 2.4904, loss: 2.4904, grad_norm: 1.8189 2020-08-11 06:41:58,582 - mmaction - INFO - Epoch [165][560/940] lr: 1.145e-01, eta: 1 day, 15:39:33, time: 1.709, data_time: 0.005, memory: 9063, top1_acc: 0.4490, top5_acc: 0.6873, loss_cls: 2.4611, loss: 2.4611, grad_norm: 1.7980 2020-08-11 06:42:31,749 - mmaction - INFO - Epoch [165][580/940] lr: 1.145e-01, eta: 1 day, 15:38:59, time: 1.654, data_time: 0.005, memory: 9063, top1_acc: 0.4547, top5_acc: 0.6937, loss_cls: 2.4309, loss: 2.4309, grad_norm: 1.7722 2020-08-11 06:43:04,044 - mmaction - INFO - Epoch [165][600/940] lr: 1.145e-01, eta: 1 day, 15:38:24, time: 1.619, data_time: 0.007, memory: 9063, top1_acc: 0.4420, top5_acc: 0.6908, loss_cls: 2.4716, loss: 2.4716, grad_norm: 1.8448 2020-08-11 06:43:37,646 - mmaction - INFO - Epoch [165][620/940] lr: 1.145e-01, eta: 1 day, 15:37:51, time: 1.678, data_time: 0.006, memory: 9063, top1_acc: 0.4441, top5_acc: 0.6859, loss_cls: 2.4880, loss: 2.4880, grad_norm: 1.8300 2020-08-11 06:44:11,880 - mmaction - INFO - Epoch [165][640/940] lr: 1.145e-01, eta: 1 day, 15:37:21, time: 1.714, data_time: 0.006, memory: 9063, top1_acc: 0.4410, top5_acc: 0.6963, loss_cls: 2.4620, loss: 2.4620, grad_norm: 1.8148 2020-08-11 06:44:45,992 - mmaction - INFO - Epoch [165][660/940] lr: 1.145e-01, eta: 1 day, 15:36:50, time: 1.704, data_time: 0.005, memory: 9063, top1_acc: 0.4398, top5_acc: 0.6926, loss_cls: 2.4697, loss: 2.4697, grad_norm: 1.8015 2020-08-11 06:45:20,011 - mmaction - INFO - Epoch [165][680/940] lr: 1.145e-01, eta: 1 day, 15:36:18, time: 1.698, data_time: 0.005, memory: 9063, top1_acc: 0.4373, top5_acc: 0.6900, loss_cls: 2.4772, loss: 2.4772, grad_norm: 1.7862 2020-08-11 06:45:52,885 - mmaction - INFO - Epoch [165][700/940] lr: 1.145e-01, eta: 1 day, 15:35:44, time: 1.647, data_time: 0.007, memory: 9063, top1_acc: 0.4340, top5_acc: 0.6838, loss_cls: 2.5044, loss: 2.5044, grad_norm: 1.8443 2020-08-11 06:46:25,468 - mmaction - INFO - Epoch [165][720/940] lr: 1.145e-01, eta: 1 day, 15:35:09, time: 1.629, data_time: 0.006, memory: 9063, top1_acc: 0.4633, top5_acc: 0.6893, loss_cls: 2.4273, loss: 2.4273, grad_norm: 1.7845 2020-08-11 06:46:58,834 - mmaction - INFO - Epoch [165][740/940] lr: 1.145e-01, eta: 1 day, 15:34:36, time: 1.670, data_time: 0.007, memory: 9063, top1_acc: 0.4420, top5_acc: 0.6955, loss_cls: 2.4713, loss: 2.4713, grad_norm: 1.8451 2020-08-11 06:47:32,050 - mmaction - INFO - Epoch [165][760/940] lr: 1.145e-01, eta: 1 day, 15:34:03, time: 1.659, data_time: 0.006, memory: 9063, top1_acc: 0.4559, top5_acc: 0.6996, loss_cls: 2.4152, loss: 2.4152, grad_norm: 1.7882 2020-08-11 06:48:04,611 - mmaction - INFO - Epoch [165][780/940] lr: 1.145e-01, eta: 1 day, 15:33:28, time: 1.628, data_time: 0.006, memory: 9063, top1_acc: 0.4508, top5_acc: 0.6969, loss_cls: 2.4478, loss: 2.4478, grad_norm: 1.7939 2020-08-11 06:48:36,777 - mmaction - INFO - Epoch [165][800/940] lr: 1.145e-01, eta: 1 day, 15:32:52, time: 1.610, data_time: 0.007, memory: 9063, top1_acc: 0.4307, top5_acc: 0.6783, loss_cls: 2.5194, loss: 2.5194, grad_norm: 1.8464 2020-08-11 06:49:10,196 - mmaction - INFO - Epoch [165][820/940] lr: 1.145e-01, eta: 1 day, 15:32:20, time: 1.670, data_time: 0.006, memory: 9063, top1_acc: 0.4377, top5_acc: 0.6791, loss_cls: 2.4885, loss: 2.4885, grad_norm: 1.8234 2020-08-11 06:49:42,481 - mmaction - INFO - Epoch [165][840/940] lr: 1.145e-01, eta: 1 day, 15:31:44, time: 1.616, data_time: 0.005, memory: 9063, top1_acc: 0.4455, top5_acc: 0.6918, loss_cls: 2.4669, loss: 2.4669, grad_norm: 1.7969 2020-08-11 06:50:15,451 - mmaction - INFO - Epoch [165][860/940] lr: 1.145e-01, eta: 1 day, 15:31:10, time: 1.645, data_time: 0.005, memory: 9063, top1_acc: 0.4449, top5_acc: 0.6857, loss_cls: 2.4618, loss: 2.4618, grad_norm: 1.8172 2020-08-11 06:50:46,570 - mmaction - INFO - Epoch [165][880/940] lr: 1.145e-01, eta: 1 day, 15:30:32, time: 1.560, data_time: 0.007, memory: 9063, top1_acc: 0.4430, top5_acc: 0.6855, loss_cls: 2.4675, loss: 2.4675, grad_norm: 1.8039 2020-08-11 06:51:19,366 - mmaction - INFO - Epoch [165][900/940] lr: 1.145e-01, eta: 1 day, 15:29:57, time: 1.636, data_time: 0.005, memory: 9063, top1_acc: 0.4498, top5_acc: 0.6906, loss_cls: 2.4220, loss: 2.4220, grad_norm: 1.7869 2020-08-11 06:51:51,921 - mmaction - INFO - Epoch [165][920/940] lr: 1.145e-01, eta: 1 day, 15:29:22, time: 1.630, data_time: 0.007, memory: 9063, top1_acc: 0.4408, top5_acc: 0.6855, loss_cls: 2.4782, loss: 2.4782, grad_norm: 1.8286 2020-08-11 06:52:22,254 - mmaction - INFO - Epoch [165][940/940] lr: 1.145e-01, eta: 1 day, 15:28:42, time: 1.518, data_time: 0.007, memory: 9063, top1_acc: 0.4267, top5_acc: 0.6727, loss_cls: 2.5220, loss: 2.5220, grad_norm: 1.8614 2020-08-11 06:53:00,580 - mmaction - INFO - Epoch [166][20/940] lr: 1.123e-01, eta: 1 day, 15:28:20, time: 1.897, data_time: 0.445, memory: 9063, top1_acc: 0.4469, top5_acc: 0.6873, loss_cls: 2.4630, loss: 2.4630, grad_norm: 1.8165 2020-08-11 06:53:31,060 - mmaction - INFO - Epoch [166][40/940] lr: 1.123e-01, eta: 1 day, 15:27:41, time: 1.527, data_time: 0.008, memory: 9063, top1_acc: 0.4645, top5_acc: 0.6982, loss_cls: 2.3779, loss: 2.3779, grad_norm: 1.7939 2020-08-11 06:54:03,749 - mmaction - INFO - Epoch [166][60/940] lr: 1.123e-01, eta: 1 day, 15:27:06, time: 1.635, data_time: 0.005, memory: 9063, top1_acc: 0.4594, top5_acc: 0.6902, loss_cls: 2.4258, loss: 2.4258, grad_norm: 1.8141 2020-08-11 06:54:36,070 - mmaction - INFO - Epoch [166][80/940] lr: 1.123e-01, eta: 1 day, 15:26:31, time: 1.617, data_time: 0.005, memory: 9063, top1_acc: 0.4449, top5_acc: 0.6902, loss_cls: 2.4424, loss: 2.4424, grad_norm: 1.8078 2020-08-11 06:55:07,431 - mmaction - INFO - Epoch [166][100/940] lr: 1.123e-01, eta: 1 day, 15:25:53, time: 1.568, data_time: 0.005, memory: 9063, top1_acc: 0.4547, top5_acc: 0.6951, loss_cls: 2.4067, loss: 2.4067, grad_norm: 1.8424 2020-08-11 06:55:39,419 - mmaction - INFO - Epoch [166][120/940] lr: 1.123e-01, eta: 1 day, 15:25:17, time: 1.599, data_time: 0.004, memory: 9063, top1_acc: 0.4672, top5_acc: 0.7051, loss_cls: 2.3826, loss: 2.3826, grad_norm: 1.8031 2020-08-11 06:56:11,409 - mmaction - INFO - Epoch [166][140/940] lr: 1.123e-01, eta: 1 day, 15:24:40, time: 1.597, data_time: 0.005, memory: 9063, top1_acc: 0.4455, top5_acc: 0.6949, loss_cls: 2.4341, loss: 2.4341, grad_norm: 1.8279 2020-08-11 06:56:44,038 - mmaction - INFO - Epoch [166][160/940] lr: 1.123e-01, eta: 1 day, 15:24:05, time: 1.629, data_time: 0.007, memory: 9063, top1_acc: 0.4588, top5_acc: 0.6951, loss_cls: 2.3942, loss: 2.3942, grad_norm: 1.8013 2020-08-11 06:57:13,469 - mmaction - INFO - Epoch [166][180/940] lr: 1.123e-01, eta: 1 day, 15:23:23, time: 1.475, data_time: 0.007, memory: 9063, top1_acc: 0.4469, top5_acc: 0.6885, loss_cls: 2.4715, loss: 2.4715, grad_norm: 1.8456 2020-08-11 06:57:45,878 - mmaction - INFO - Epoch [166][200/940] lr: 1.123e-01, eta: 1 day, 15:22:48, time: 1.620, data_time: 0.006, memory: 9063, top1_acc: 0.4428, top5_acc: 0.6908, loss_cls: 2.4719, loss: 2.4719, grad_norm: 1.8404 2020-08-11 06:58:17,512 - mmaction - INFO - Epoch [166][220/940] lr: 1.123e-01, eta: 1 day, 15:22:11, time: 1.583, data_time: 0.005, memory: 9063, top1_acc: 0.4436, top5_acc: 0.6975, loss_cls: 2.4270, loss: 2.4270, grad_norm: 1.8318 2020-08-11 06:58:49,710 - mmaction - INFO - Epoch [166][240/940] lr: 1.123e-01, eta: 1 day, 15:21:35, time: 1.610, data_time: 0.005, memory: 9063, top1_acc: 0.4648, top5_acc: 0.7061, loss_cls: 2.3826, loss: 2.3826, grad_norm: 1.8161 2020-08-11 06:59:22,397 - mmaction - INFO - Epoch [166][260/940] lr: 1.123e-01, eta: 1 day, 15:21:01, time: 1.634, data_time: 0.004, memory: 9063, top1_acc: 0.4494, top5_acc: 0.6951, loss_cls: 2.4259, loss: 2.4259, grad_norm: 1.8306 2020-08-11 06:59:53,899 - mmaction - INFO - Epoch [166][280/940] lr: 1.123e-01, eta: 1 day, 15:20:23, time: 1.574, data_time: 0.005, memory: 9063, top1_acc: 0.4369, top5_acc: 0.6893, loss_cls: 2.4518, loss: 2.4518, grad_norm: 1.8269 2020-08-11 07:00:28,531 - mmaction - INFO - Epoch [166][300/940] lr: 1.123e-01, eta: 1 day, 15:19:53, time: 1.721, data_time: 0.005, memory: 9063, top1_acc: 0.4498, top5_acc: 0.7010, loss_cls: 2.4330, loss: 2.4330, grad_norm: 1.8525 2020-08-11 07:00:58,172 - mmaction - INFO - Epoch [166][320/940] lr: 1.123e-01, eta: 1 day, 15:19:11, time: 1.491, data_time: 0.024, memory: 9063, top1_acc: 0.4396, top5_acc: 0.6832, loss_cls: 2.4742, loss: 2.4742, grad_norm: 1.8360 2020-08-11 07:01:29,099 - mmaction - INFO - Epoch [166][340/940] lr: 1.123e-01, eta: 1 day, 15:18:33, time: 1.551, data_time: 0.006, memory: 9063, top1_acc: 0.4346, top5_acc: 0.6879, loss_cls: 2.4930, loss: 2.4930, grad_norm: 1.7934 2020-08-11 07:02:00,562 - mmaction - INFO - Epoch [166][360/940] lr: 1.123e-01, eta: 1 day, 15:17:55, time: 1.571, data_time: 0.006, memory: 9063, top1_acc: 0.4525, top5_acc: 0.6937, loss_cls: 2.4112, loss: 2.4112, grad_norm: 1.8001 2020-08-11 07:02:32,876 - mmaction - INFO - Epoch [166][380/940] lr: 1.123e-01, eta: 1 day, 15:17:20, time: 1.617, data_time: 0.005, memory: 9063, top1_acc: 0.4488, top5_acc: 0.6980, loss_cls: 2.4331, loss: 2.4331, grad_norm: 1.8114 2020-08-11 07:03:06,164 - mmaction - INFO - Epoch [166][400/940] lr: 1.123e-01, eta: 1 day, 15:16:47, time: 1.664, data_time: 0.003, memory: 9063, top1_acc: 0.4500, top5_acc: 0.6934, loss_cls: 2.4414, loss: 2.4414, grad_norm: 1.8295 2020-08-11 07:03:36,346 - mmaction - INFO - Epoch [166][420/940] lr: 1.123e-01, eta: 1 day, 15:16:06, time: 1.505, data_time: 0.007, memory: 9063, top1_acc: 0.4350, top5_acc: 0.6828, loss_cls: 2.4972, loss: 2.4972, grad_norm: 1.8108 2020-08-11 07:04:08,960 - mmaction - INFO - Epoch [166][440/940] lr: 1.123e-01, eta: 1 day, 15:15:32, time: 1.635, data_time: 0.007, memory: 9063, top1_acc: 0.4480, top5_acc: 0.6973, loss_cls: 2.4338, loss: 2.4338, grad_norm: 1.8009 2020-08-11 07:04:41,444 - mmaction - INFO - Epoch [166][460/940] lr: 1.123e-01, eta: 1 day, 15:14:56, time: 1.620, data_time: 0.005, memory: 9063, top1_acc: 0.4482, top5_acc: 0.6955, loss_cls: 2.4541, loss: 2.4541, grad_norm: 1.8513 2020-08-11 07:05:13,024 - mmaction - INFO - Epoch [166][480/940] lr: 1.123e-01, eta: 1 day, 15:14:19, time: 1.582, data_time: 0.007, memory: 9063, top1_acc: 0.4510, top5_acc: 0.6965, loss_cls: 2.4529, loss: 2.4529, grad_norm: 1.8215 2020-08-11 07:05:42,932 - mmaction - INFO - Epoch [166][500/940] lr: 1.123e-01, eta: 1 day, 15:13:38, time: 1.498, data_time: 0.006, memory: 9063, top1_acc: 0.4684, top5_acc: 0.7014, loss_cls: 2.3817, loss: 2.3817, grad_norm: 1.8230 2020-08-11 07:06:15,627 - mmaction - INFO - Epoch [166][520/940] lr: 1.123e-01, eta: 1 day, 15:13:04, time: 1.633, data_time: 0.004, memory: 9063, top1_acc: 0.4521, top5_acc: 0.6840, loss_cls: 2.4562, loss: 2.4562, grad_norm: 1.8424 2020-08-11 07:06:49,156 - mmaction - INFO - Epoch [166][540/940] lr: 1.123e-01, eta: 1 day, 15:12:31, time: 1.678, data_time: 0.005, memory: 9063, top1_acc: 0.4467, top5_acc: 0.6939, loss_cls: 2.4654, loss: 2.4654, grad_norm: 1.8255 2020-08-11 07:07:22,510 - mmaction - INFO - Epoch [166][560/940] lr: 1.123e-01, eta: 1 day, 15:11:58, time: 1.665, data_time: 0.005, memory: 9063, top1_acc: 0.4441, top5_acc: 0.6891, loss_cls: 2.4535, loss: 2.4535, grad_norm: 1.8602 2020-08-11 07:07:55,854 - mmaction - INFO - Epoch [166][580/940] lr: 1.123e-01, eta: 1 day, 15:11:25, time: 1.669, data_time: 0.008, memory: 9063, top1_acc: 0.4467, top5_acc: 0.6926, loss_cls: 2.4523, loss: 2.4523, grad_norm: 1.8121 2020-08-11 07:08:28,826 - mmaction - INFO - Epoch [166][600/940] lr: 1.123e-01, eta: 1 day, 15:10:52, time: 1.648, data_time: 0.006, memory: 9063, top1_acc: 0.4348, top5_acc: 0.6850, loss_cls: 2.4821, loss: 2.4821, grad_norm: 1.8764 2020-08-11 07:09:03,754 - mmaction - INFO - Epoch [166][620/940] lr: 1.123e-01, eta: 1 day, 15:10:23, time: 1.747, data_time: 0.005, memory: 9063, top1_acc: 0.4387, top5_acc: 0.6863, loss_cls: 2.4636, loss: 2.4636, grad_norm: 1.8000 2020-08-11 07:09:37,162 - mmaction - INFO - Epoch [166][640/940] lr: 1.123e-01, eta: 1 day, 15:09:50, time: 1.672, data_time: 0.005, memory: 9063, top1_acc: 0.4465, top5_acc: 0.6875, loss_cls: 2.4704, loss: 2.4704, grad_norm: 1.8485 2020-08-11 07:10:11,623 - mmaction - INFO - Epoch [166][660/940] lr: 1.123e-01, eta: 1 day, 15:09:20, time: 1.722, data_time: 0.005, memory: 9063, top1_acc: 0.4430, top5_acc: 0.6916, loss_cls: 2.4778, loss: 2.4778, grad_norm: 1.8352 2020-08-11 07:10:44,148 - mmaction - INFO - Epoch [166][680/940] lr: 1.123e-01, eta: 1 day, 15:08:45, time: 1.624, data_time: 0.003, memory: 9063, top1_acc: 0.4338, top5_acc: 0.6807, loss_cls: 2.5205, loss: 2.5205, grad_norm: 1.8102 2020-08-11 07:11:18,365 - mmaction - INFO - Epoch [166][700/940] lr: 1.123e-01, eta: 1 day, 15:08:14, time: 1.712, data_time: 0.008, memory: 9063, top1_acc: 0.4604, top5_acc: 0.7063, loss_cls: 2.3794, loss: 2.3794, grad_norm: 1.8282 2020-08-11 07:11:52,587 - mmaction - INFO - Epoch [166][720/940] lr: 1.123e-01, eta: 1 day, 15:07:43, time: 1.713, data_time: 0.006, memory: 9063, top1_acc: 0.4383, top5_acc: 0.6816, loss_cls: 2.5335, loss: 2.5335, grad_norm: 1.8867 2020-08-11 07:12:24,075 - mmaction - INFO - Epoch [166][740/940] lr: 1.123e-01, eta: 1 day, 15:07:06, time: 1.573, data_time: 0.006, memory: 9063, top1_acc: 0.4432, top5_acc: 0.6854, loss_cls: 2.4709, loss: 2.4709, grad_norm: 1.8529 2020-08-11 07:12:57,424 - mmaction - INFO - Epoch [166][760/940] lr: 1.123e-01, eta: 1 day, 15:06:33, time: 1.665, data_time: 0.006, memory: 9063, top1_acc: 0.4523, top5_acc: 0.6979, loss_cls: 2.4246, loss: 2.4246, grad_norm: 1.8127 2020-08-11 07:13:29,078 - mmaction - INFO - Epoch [166][780/940] lr: 1.123e-01, eta: 1 day, 15:05:56, time: 1.587, data_time: 0.006, memory: 9063, top1_acc: 0.4424, top5_acc: 0.6980, loss_cls: 2.4464, loss: 2.4464, grad_norm: 1.8234 2020-08-11 07:14:03,243 - mmaction - INFO - Epoch [166][800/940] lr: 1.123e-01, eta: 1 day, 15:05:25, time: 1.706, data_time: 0.007, memory: 9063, top1_acc: 0.4447, top5_acc: 0.6844, loss_cls: 2.4773, loss: 2.4773, grad_norm: 1.8457 2020-08-11 07:14:37,900 - mmaction - INFO - Epoch [166][820/940] lr: 1.123e-01, eta: 1 day, 15:04:55, time: 1.735, data_time: 0.007, memory: 9063, top1_acc: 0.4355, top5_acc: 0.6771, loss_cls: 2.5071, loss: 2.5071, grad_norm: 1.8404 2020-08-11 07:15:11,425 - mmaction - INFO - Epoch [166][840/940] lr: 1.123e-01, eta: 1 day, 15:04:23, time: 1.677, data_time: 0.005, memory: 9063, top1_acc: 0.4365, top5_acc: 0.6857, loss_cls: 2.4987, loss: 2.4987, grad_norm: 1.8317 2020-08-11 07:15:45,974 - mmaction - INFO - Epoch [166][860/940] lr: 1.123e-01, eta: 1 day, 15:03:53, time: 1.728, data_time: 0.004, memory: 9063, top1_acc: 0.4355, top5_acc: 0.6826, loss_cls: 2.4947, loss: 2.4947, grad_norm: 1.8097 2020-08-11 07:16:20,252 - mmaction - INFO - Epoch [166][880/940] lr: 1.123e-01, eta: 1 day, 15:03:22, time: 1.711, data_time: 0.005, memory: 9063, top1_acc: 0.4500, top5_acc: 0.6953, loss_cls: 2.4370, loss: 2.4370, grad_norm: 1.7912 2020-08-11 07:16:55,375 - mmaction - INFO - Epoch [166][900/940] lr: 1.123e-01, eta: 1 day, 15:02:53, time: 1.759, data_time: 0.006, memory: 9063, top1_acc: 0.4428, top5_acc: 0.6879, loss_cls: 2.4891, loss: 2.4891, grad_norm: 1.8119 2020-08-11 07:17:30,043 - mmaction - INFO - Epoch [166][920/940] lr: 1.123e-01, eta: 1 day, 15:02:24, time: 1.732, data_time: 0.007, memory: 9063, top1_acc: 0.4441, top5_acc: 0.7021, loss_cls: 2.4358, loss: 2.4358, grad_norm: 1.8404 2020-08-11 07:18:03,079 - mmaction - INFO - Epoch [166][940/940] lr: 1.123e-01, eta: 1 day, 15:01:50, time: 1.653, data_time: 0.007, memory: 9063, top1_acc: 0.4487, top5_acc: 0.6936, loss_cls: 2.4442, loss: 2.4442, grad_norm: 1.8430 2020-08-11 07:18:45,785 - mmaction - INFO - Epoch [167][20/940] lr: 1.101e-01, eta: 1 day, 15:01:38, time: 2.107, data_time: 0.601, memory: 9063, top1_acc: 0.4572, top5_acc: 0.6945, loss_cls: 2.3837, loss: 2.3837, grad_norm: 1.8115 2020-08-11 07:19:18,540 - mmaction - INFO - Epoch [167][40/940] lr: 1.101e-01, eta: 1 day, 15:01:04, time: 1.642, data_time: 0.007, memory: 9063, top1_acc: 0.4662, top5_acc: 0.7008, loss_cls: 2.3787, loss: 2.3787, grad_norm: 1.8035 2020-08-11 07:19:51,938 - mmaction - INFO - Epoch [167][60/940] lr: 1.101e-01, eta: 1 day, 15:00:31, time: 1.667, data_time: 0.007, memory: 9063, top1_acc: 0.4562, top5_acc: 0.6998, loss_cls: 2.4190, loss: 2.4190, grad_norm: 1.8334 2020-08-11 07:20:25,798 - mmaction - INFO - Epoch [167][80/940] lr: 1.101e-01, eta: 1 day, 14:59:59, time: 1.696, data_time: 0.007, memory: 9063, top1_acc: 0.4514, top5_acc: 0.6945, loss_cls: 2.4324, loss: 2.4324, grad_norm: 1.8497 2020-08-11 07:20:59,961 - mmaction - INFO - Epoch [167][100/940] lr: 1.101e-01, eta: 1 day, 14:59:28, time: 1.705, data_time: 0.007, memory: 9063, top1_acc: 0.4621, top5_acc: 0.7064, loss_cls: 2.3831, loss: 2.3831, grad_norm: 1.7994 2020-08-11 07:21:35,552 - mmaction - INFO - Epoch [167][120/940] lr: 1.101e-01, eta: 1 day, 14:59:01, time: 1.782, data_time: 0.007, memory: 9063, top1_acc: 0.4557, top5_acc: 0.6932, loss_cls: 2.4075, loss: 2.4075, grad_norm: 1.8620 2020-08-11 07:22:09,374 - mmaction - INFO - Epoch [167][140/940] lr: 1.101e-01, eta: 1 day, 14:58:29, time: 1.690, data_time: 0.005, memory: 9063, top1_acc: 0.4502, top5_acc: 0.6939, loss_cls: 2.4381, loss: 2.4381, grad_norm: 1.8200 2020-08-11 07:22:43,636 - mmaction - INFO - Epoch [167][160/940] lr: 1.101e-01, eta: 1 day, 14:57:58, time: 1.713, data_time: 0.005, memory: 9063, top1_acc: 0.4666, top5_acc: 0.7037, loss_cls: 2.3722, loss: 2.3722, grad_norm: 1.8259 2020-08-11 07:23:17,919 - mmaction - INFO - Epoch [167][180/940] lr: 1.101e-01, eta: 1 day, 14:57:27, time: 1.716, data_time: 0.006, memory: 9063, top1_acc: 0.4543, top5_acc: 0.6924, loss_cls: 2.4177, loss: 2.4177, grad_norm: 1.8397 2020-08-11 07:23:52,103 - mmaction - INFO - Epoch [167][200/940] lr: 1.101e-01, eta: 1 day, 14:56:56, time: 1.707, data_time: 0.005, memory: 9063, top1_acc: 0.4498, top5_acc: 0.6859, loss_cls: 2.4674, loss: 2.4674, grad_norm: 1.8576 2020-08-11 07:24:27,985 - mmaction - INFO - Epoch [167][220/940] lr: 1.101e-01, eta: 1 day, 14:56:29, time: 1.795, data_time: 0.005, memory: 9063, top1_acc: 0.4572, top5_acc: 0.6975, loss_cls: 2.4075, loss: 2.4075, grad_norm: 1.8181 2020-08-11 07:25:03,683 - mmaction - INFO - Epoch [167][240/940] lr: 1.101e-01, eta: 1 day, 14:56:02, time: 1.785, data_time: 0.005, memory: 9063, top1_acc: 0.4635, top5_acc: 0.6922, loss_cls: 2.4077, loss: 2.4077, grad_norm: 1.8186 2020-08-11 07:25:37,138 - mmaction - INFO - Epoch [167][260/940] lr: 1.101e-01, eta: 1 day, 14:55:29, time: 1.673, data_time: 0.003, memory: 9063, top1_acc: 0.4572, top5_acc: 0.7000, loss_cls: 2.4094, loss: 2.4094, grad_norm: 1.8298 2020-08-11 07:26:11,984 - mmaction - INFO - Epoch [167][280/940] lr: 1.101e-01, eta: 1 day, 14:55:00, time: 1.741, data_time: 0.005, memory: 9063, top1_acc: 0.4467, top5_acc: 0.6951, loss_cls: 2.4436, loss: 2.4436, grad_norm: 1.8139 2020-08-11 07:26:46,809 - mmaction - INFO - Epoch [167][300/940] lr: 1.101e-01, eta: 1 day, 14:54:30, time: 1.743, data_time: 0.005, memory: 9063, top1_acc: 0.4443, top5_acc: 0.6908, loss_cls: 2.4693, loss: 2.4693, grad_norm: 1.8490 2020-08-11 07:27:22,647 - mmaction - INFO - Epoch [167][320/940] lr: 1.101e-01, eta: 1 day, 14:54:03, time: 1.791, data_time: 0.005, memory: 9063, top1_acc: 0.4500, top5_acc: 0.6967, loss_cls: 2.4265, loss: 2.4265, grad_norm: 1.8054 2020-08-11 07:27:57,156 - mmaction - INFO - Epoch [167][340/940] lr: 1.101e-01, eta: 1 day, 14:53:33, time: 1.726, data_time: 0.005, memory: 9063, top1_acc: 0.4639, top5_acc: 0.6980, loss_cls: 2.3808, loss: 2.3808, grad_norm: 1.8523 2020-08-11 07:28:32,596 - mmaction - INFO - Epoch [167][360/940] lr: 1.101e-01, eta: 1 day, 14:53:05, time: 1.770, data_time: 0.005, memory: 9063, top1_acc: 0.4531, top5_acc: 0.6953, loss_cls: 2.4258, loss: 2.4258, grad_norm: 1.8537 2020-08-11 07:29:06,867 - mmaction - INFO - Epoch [167][380/940] lr: 1.101e-01, eta: 1 day, 14:52:34, time: 1.711, data_time: 0.005, memory: 9063, top1_acc: 0.4469, top5_acc: 0.6873, loss_cls: 2.4698, loss: 2.4698, grad_norm: 1.8717 2020-08-11 07:29:41,909 - mmaction - INFO - Epoch [167][400/940] lr: 1.101e-01, eta: 1 day, 14:52:05, time: 1.755, data_time: 0.007, memory: 9063, top1_acc: 0.4512, top5_acc: 0.6990, loss_cls: 2.4379, loss: 2.4379, grad_norm: 1.8361 2020-08-11 07:30:17,028 - mmaction - INFO - Epoch [167][420/940] lr: 1.101e-01, eta: 1 day, 14:51:36, time: 1.755, data_time: 0.006, memory: 9063, top1_acc: 0.4473, top5_acc: 0.6891, loss_cls: 2.4590, loss: 2.4590, grad_norm: 1.8410 2020-08-11 07:30:52,014 - mmaction - INFO - Epoch [167][440/940] lr: 1.101e-01, eta: 1 day, 14:51:07, time: 1.751, data_time: 0.006, memory: 9063, top1_acc: 0.4373, top5_acc: 0.6910, loss_cls: 2.4680, loss: 2.4680, grad_norm: 1.8789 2020-08-11 07:31:27,006 - mmaction - INFO - Epoch [167][460/940] lr: 1.101e-01, eta: 1 day, 14:50:38, time: 1.748, data_time: 0.006, memory: 9063, top1_acc: 0.4516, top5_acc: 0.6881, loss_cls: 2.4576, loss: 2.4576, grad_norm: 1.8231 2020-08-11 07:32:02,709 - mmaction - INFO - Epoch [167][480/940] lr: 1.101e-01, eta: 1 day, 14:50:10, time: 1.786, data_time: 0.007, memory: 9063, top1_acc: 0.4354, top5_acc: 0.6947, loss_cls: 2.4445, loss: 2.4445, grad_norm: 1.8421 2020-08-11 07:32:38,269 - mmaction - INFO - Epoch [167][500/940] lr: 1.101e-01, eta: 1 day, 14:49:42, time: 1.778, data_time: 0.006, memory: 9063, top1_acc: 0.4639, top5_acc: 0.7014, loss_cls: 2.3811, loss: 2.3811, grad_norm: 1.8402 2020-08-11 07:33:11,937 - mmaction - INFO - Epoch [167][520/940] lr: 1.101e-01, eta: 1 day, 14:49:10, time: 1.683, data_time: 0.002, memory: 9063, top1_acc: 0.4402, top5_acc: 0.6855, loss_cls: 2.4832, loss: 2.4832, grad_norm: 1.8705 2020-08-11 07:33:47,779 - mmaction - INFO - Epoch [167][540/940] lr: 1.101e-01, eta: 1 day, 14:48:43, time: 1.791, data_time: 0.007, memory: 9063, top1_acc: 0.4592, top5_acc: 0.7039, loss_cls: 2.3842, loss: 2.3842, grad_norm: 1.8470 2020-08-11 07:34:23,678 - mmaction - INFO - Epoch [167][560/940] lr: 1.101e-01, eta: 1 day, 14:48:16, time: 1.797, data_time: 0.005, memory: 9063, top1_acc: 0.4529, top5_acc: 0.7049, loss_cls: 2.4155, loss: 2.4155, grad_norm: 1.8858 2020-08-11 07:34:58,271 - mmaction - INFO - Epoch [167][580/940] lr: 1.101e-01, eta: 1 day, 14:47:46, time: 1.728, data_time: 0.005, memory: 9063, top1_acc: 0.4449, top5_acc: 0.6953, loss_cls: 2.4782, loss: 2.4782, grad_norm: 1.8447 2020-08-11 07:35:33,480 - mmaction - INFO - Epoch [167][600/940] lr: 1.101e-01, eta: 1 day, 14:47:17, time: 1.762, data_time: 0.005, memory: 9063, top1_acc: 0.4484, top5_acc: 0.6912, loss_cls: 2.4485, loss: 2.4485, grad_norm: 1.8518 2020-08-11 07:36:09,058 - mmaction - INFO - Epoch [167][620/940] lr: 1.101e-01, eta: 1 day, 14:46:49, time: 1.779, data_time: 0.003, memory: 9063, top1_acc: 0.4582, top5_acc: 0.6883, loss_cls: 2.4476, loss: 2.4476, grad_norm: 1.8177 2020-08-11 07:36:43,451 - mmaction - INFO - Epoch [167][640/940] lr: 1.101e-01, eta: 1 day, 14:46:18, time: 1.718, data_time: 0.005, memory: 9063, top1_acc: 0.4504, top5_acc: 0.6885, loss_cls: 2.4440, loss: 2.4440, grad_norm: 1.8309 2020-08-11 07:37:15,330 - mmaction - INFO - Epoch [167][660/940] lr: 1.101e-01, eta: 1 day, 14:45:42, time: 1.592, data_time: 0.007, memory: 9063, top1_acc: 0.4420, top5_acc: 0.6953, loss_cls: 2.4598, loss: 2.4598, grad_norm: 1.8566 2020-08-11 07:37:50,144 - mmaction - INFO - Epoch [167][680/940] lr: 1.101e-01, eta: 1 day, 14:45:12, time: 1.740, data_time: 0.009, memory: 9063, top1_acc: 0.4537, top5_acc: 0.6891, loss_cls: 2.4437, loss: 2.4437, grad_norm: 1.8693 2020-08-11 07:38:25,394 - mmaction - INFO - Epoch [167][700/940] lr: 1.101e-01, eta: 1 day, 14:44:44, time: 1.767, data_time: 0.007, memory: 9063, top1_acc: 0.4504, top5_acc: 0.6885, loss_cls: 2.4566, loss: 2.4566, grad_norm: 1.8554 2020-08-11 07:38:59,957 - mmaction - INFO - Epoch [167][720/940] lr: 1.101e-01, eta: 1 day, 14:44:13, time: 1.727, data_time: 0.004, memory: 9063, top1_acc: 0.4523, top5_acc: 0.6959, loss_cls: 2.4384, loss: 2.4384, grad_norm: 1.8517 2020-08-11 07:39:32,758 - mmaction - INFO - Epoch [167][740/940] lr: 1.101e-01, eta: 1 day, 14:43:39, time: 1.642, data_time: 0.005, memory: 9063, top1_acc: 0.4504, top5_acc: 0.6955, loss_cls: 2.4650, loss: 2.4650, grad_norm: 1.8576 2020-08-11 07:40:08,415 - mmaction - INFO - Epoch [167][760/940] lr: 1.101e-01, eta: 1 day, 14:43:11, time: 1.782, data_time: 0.004, memory: 9063, top1_acc: 0.4457, top5_acc: 0.7061, loss_cls: 2.4250, loss: 2.4250, grad_norm: 1.8620 2020-08-11 07:40:41,835 - mmaction - INFO - Epoch [167][780/940] lr: 1.101e-01, eta: 1 day, 14:42:39, time: 1.671, data_time: 0.003, memory: 9063, top1_acc: 0.4480, top5_acc: 0.6855, loss_cls: 2.4641, loss: 2.4641, grad_norm: 1.8583 2020-08-11 07:41:16,835 - mmaction - INFO - Epoch [167][800/940] lr: 1.101e-01, eta: 1 day, 14:42:09, time: 1.750, data_time: 0.008, memory: 9063, top1_acc: 0.4383, top5_acc: 0.6869, loss_cls: 2.4646, loss: 2.4646, grad_norm: 1.8196 2020-08-11 07:41:51,745 - mmaction - INFO - Epoch [167][820/940] lr: 1.101e-01, eta: 1 day, 14:41:40, time: 1.747, data_time: 0.005, memory: 9063, top1_acc: 0.4473, top5_acc: 0.6896, loss_cls: 2.4823, loss: 2.4823, grad_norm: 1.8177 2020-08-11 07:42:27,470 - mmaction - INFO - Epoch [167][840/940] lr: 1.101e-01, eta: 1 day, 14:41:12, time: 1.784, data_time: 0.005, memory: 9063, top1_acc: 0.4547, top5_acc: 0.6857, loss_cls: 2.4582, loss: 2.4582, grad_norm: 1.8437 2020-08-11 07:43:02,262 - mmaction - INFO - Epoch [167][860/940] lr: 1.101e-01, eta: 1 day, 14:40:43, time: 1.740, data_time: 0.005, memory: 9063, top1_acc: 0.4479, top5_acc: 0.6957, loss_cls: 2.4417, loss: 2.4417, grad_norm: 1.8667 2020-08-11 07:43:36,302 - mmaction - INFO - Epoch [167][880/940] lr: 1.101e-01, eta: 1 day, 14:40:11, time: 1.701, data_time: 0.008, memory: 9063, top1_acc: 0.4408, top5_acc: 0.6928, loss_cls: 2.4893, loss: 2.4893, grad_norm: 1.9038 2020-08-11 07:44:10,907 - mmaction - INFO - Epoch [167][900/940] lr: 1.101e-01, eta: 1 day, 14:39:41, time: 1.732, data_time: 0.006, memory: 9063, top1_acc: 0.4455, top5_acc: 0.6936, loss_cls: 2.4710, loss: 2.4710, grad_norm: 1.8650 2020-08-11 07:44:46,194 - mmaction - INFO - Epoch [167][920/940] lr: 1.101e-01, eta: 1 day, 14:39:12, time: 1.764, data_time: 0.007, memory: 9063, top1_acc: 0.4502, top5_acc: 0.6984, loss_cls: 2.4610, loss: 2.4610, grad_norm: 1.8685 2020-08-11 07:45:20,435 - mmaction - INFO - Epoch [167][940/940] lr: 1.101e-01, eta: 1 day, 14:38:41, time: 1.710, data_time: 0.005, memory: 9063, top1_acc: 0.4365, top5_acc: 0.6865, loss_cls: 2.4999, loss: 2.4999, grad_norm: 1.8420 2020-08-11 07:46:03,983 - mmaction - INFO - Epoch [168][20/940] lr: 1.079e-01, eta: 1 day, 14:38:31, time: 2.164, data_time: 0.425, memory: 9063, top1_acc: 0.4555, top5_acc: 0.7053, loss_cls: 2.3801, loss: 2.3801, grad_norm: 1.8273 2020-08-11 07:46:38,239 - mmaction - INFO - Epoch [168][40/940] lr: 1.079e-01, eta: 1 day, 14:38:00, time: 1.712, data_time: 0.002, memory: 9063, top1_acc: 0.4625, top5_acc: 0.6936, loss_cls: 2.4246, loss: 2.4246, grad_norm: 1.8500 2020-08-11 07:47:13,544 - mmaction - INFO - Epoch [168][60/940] lr: 1.079e-01, eta: 1 day, 14:37:31, time: 1.764, data_time: 0.007, memory: 9063, top1_acc: 0.4539, top5_acc: 0.6984, loss_cls: 2.4253, loss: 2.4253, grad_norm: 1.8528 2020-08-11 07:47:48,538 - mmaction - INFO - Epoch [168][80/940] lr: 1.079e-01, eta: 1 day, 14:37:02, time: 1.751, data_time: 0.006, memory: 9063, top1_acc: 0.4506, top5_acc: 0.6992, loss_cls: 2.4235, loss: 2.4235, grad_norm: 1.8617 2020-08-11 07:48:23,271 - mmaction - INFO - Epoch [168][100/940] lr: 1.079e-01, eta: 1 day, 14:36:32, time: 1.736, data_time: 0.006, memory: 9063, top1_acc: 0.4520, top5_acc: 0.7008, loss_cls: 2.4207, loss: 2.4207, grad_norm: 1.8582 2020-08-11 07:48:58,356 - mmaction - INFO - Epoch [168][120/940] lr: 1.079e-01, eta: 1 day, 14:36:03, time: 1.755, data_time: 0.005, memory: 9063, top1_acc: 0.4455, top5_acc: 0.6912, loss_cls: 2.4333, loss: 2.4333, grad_norm: 1.8486 2020-08-11 07:49:31,487 - mmaction - INFO - Epoch [168][140/940] lr: 1.079e-01, eta: 1 day, 14:35:29, time: 1.657, data_time: 0.004, memory: 9063, top1_acc: 0.4557, top5_acc: 0.7008, loss_cls: 2.4031, loss: 2.4031, grad_norm: 1.8557 2020-08-11 07:50:05,498 - mmaction - INFO - Epoch [168][160/940] lr: 1.079e-01, eta: 1 day, 14:34:58, time: 1.701, data_time: 0.005, memory: 9063, top1_acc: 0.4602, top5_acc: 0.7002, loss_cls: 2.4314, loss: 2.4314, grad_norm: 1.8356 2020-08-11 07:50:41,745 - mmaction - INFO - Epoch [168][180/940] lr: 1.079e-01, eta: 1 day, 14:34:31, time: 1.811, data_time: 0.002, memory: 9063, top1_acc: 0.4629, top5_acc: 0.6906, loss_cls: 2.4268, loss: 2.4268, grad_norm: 1.8200 2020-08-11 07:51:16,419 - mmaction - INFO - Epoch [168][200/940] lr: 1.079e-01, eta: 1 day, 14:34:01, time: 1.732, data_time: 0.006, memory: 9063, top1_acc: 0.4590, top5_acc: 0.6937, loss_cls: 2.3974, loss: 2.3974, grad_norm: 1.8523 2020-08-11 07:51:51,975 - mmaction - INFO - Epoch [168][220/940] lr: 1.079e-01, eta: 1 day, 14:33:33, time: 1.779, data_time: 0.007, memory: 9063, top1_acc: 0.4551, top5_acc: 0.7033, loss_cls: 2.3944, loss: 2.3944, grad_norm: 1.8482 2020-08-11 07:52:28,042 - mmaction - INFO - Epoch [168][240/940] lr: 1.079e-01, eta: 1 day, 14:33:06, time: 1.805, data_time: 0.003, memory: 9063, top1_acc: 0.4545, top5_acc: 0.6934, loss_cls: 2.4328, loss: 2.4328, grad_norm: 1.8800 2020-08-11 07:53:03,079 - mmaction - INFO - Epoch [168][260/940] lr: 1.079e-01, eta: 1 day, 14:32:37, time: 1.751, data_time: 0.002, memory: 9063, top1_acc: 0.4594, top5_acc: 0.7020, loss_cls: 2.4208, loss: 2.4208, grad_norm: 1.8672 2020-08-11 07:53:38,792 - mmaction - INFO - Epoch [168][280/940] lr: 1.079e-01, eta: 1 day, 14:32:09, time: 1.779, data_time: 0.005, memory: 9063, top1_acc: 0.4508, top5_acc: 0.6881, loss_cls: 2.4382, loss: 2.4382, grad_norm: 1.8469 2020-08-11 07:54:14,535 - mmaction - INFO - Epoch [168][300/940] lr: 1.079e-01, eta: 1 day, 14:31:41, time: 1.793, data_time: 0.009, memory: 9063, top1_acc: 0.4545, top5_acc: 0.6980, loss_cls: 2.4215, loss: 2.4215, grad_norm: 1.8407 2020-08-11 07:54:50,245 - mmaction - INFO - Epoch [168][320/940] lr: 1.079e-01, eta: 1 day, 14:31:13, time: 1.786, data_time: 0.003, memory: 9063, top1_acc: 0.4590, top5_acc: 0.7035, loss_cls: 2.4159, loss: 2.4159, grad_norm: 1.8176 2020-08-11 07:55:25,852 - mmaction - INFO - Epoch [168][340/940] lr: 1.079e-01, eta: 1 day, 14:30:45, time: 1.778, data_time: 0.005, memory: 9063, top1_acc: 0.4566, top5_acc: 0.6969, loss_cls: 2.4255, loss: 2.4255, grad_norm: 1.8880 2020-08-11 07:56:00,588 - mmaction - INFO - Epoch [168][360/940] lr: 1.079e-01, eta: 1 day, 14:30:15, time: 1.739, data_time: 0.007, memory: 9063, top1_acc: 0.4494, top5_acc: 0.6895, loss_cls: 2.4625, loss: 2.4625, grad_norm: 1.8645 2020-08-11 07:56:36,532 - mmaction - INFO - Epoch [168][380/940] lr: 1.079e-01, eta: 1 day, 14:29:48, time: 1.795, data_time: 0.004, memory: 9063, top1_acc: 0.4455, top5_acc: 0.6979, loss_cls: 2.4255, loss: 2.4255, grad_norm: 1.8763 2020-08-11 07:57:11,623 - mmaction - INFO - Epoch [168][400/940] lr: 1.079e-01, eta: 1 day, 14:29:19, time: 1.755, data_time: 0.006, memory: 9063, top1_acc: 0.4527, top5_acc: 0.6902, loss_cls: 2.4391, loss: 2.4391, grad_norm: 1.8557 2020-08-11 07:57:46,939 - mmaction - INFO - Epoch [168][420/940] lr: 1.079e-01, eta: 1 day, 14:28:50, time: 1.765, data_time: 0.007, memory: 9063, top1_acc: 0.4496, top5_acc: 0.6916, loss_cls: 2.4351, loss: 2.4351, grad_norm: 1.8467 2020-08-11 07:58:22,652 - mmaction - INFO - Epoch [168][440/940] lr: 1.079e-01, eta: 1 day, 14:28:22, time: 1.788, data_time: 0.006, memory: 9063, top1_acc: 0.4580, top5_acc: 0.6967, loss_cls: 2.4130, loss: 2.4130, grad_norm: 1.8426 2020-08-11 07:58:53,731 - mmaction - INFO - Epoch [168][460/940] lr: 1.079e-01, eta: 1 day, 14:27:44, time: 1.554, data_time: 0.005, memory: 9063, top1_acc: 0.4484, top5_acc: 0.6908, loss_cls: 2.4736, loss: 2.4736, grad_norm: 1.8652 2020-08-11 07:59:29,139 - mmaction - INFO - Epoch [168][480/940] lr: 1.079e-01, eta: 1 day, 14:27:15, time: 1.770, data_time: 0.004, memory: 9063, top1_acc: 0.4475, top5_acc: 0.6936, loss_cls: 2.4497, loss: 2.4497, grad_norm: 1.8566 2020-08-11 08:00:14,026 - mmaction - INFO - Epoch [168][500/940] lr: 1.079e-01, eta: 1 day, 14:27:08, time: 2.232, data_time: 0.006, memory: 9063, top1_acc: 0.4473, top5_acc: 0.6904, loss_cls: 2.4548, loss: 2.4548, grad_norm: 1.8395 2020-08-11 08:00:44,915 - mmaction - INFO - Epoch [168][520/940] lr: 1.079e-01, eta: 1 day, 14:26:29, time: 1.557, data_time: 0.026, memory: 9063, top1_acc: 0.4635, top5_acc: 0.7072, loss_cls: 2.3904, loss: 2.3904, grad_norm: 1.8401 2020-08-11 08:01:18,392 - mmaction - INFO - Epoch [168][540/940] lr: 1.079e-01, eta: 1 day, 14:25:57, time: 1.672, data_time: 0.004, memory: 9063, top1_acc: 0.4531, top5_acc: 0.6912, loss_cls: 2.4524, loss: 2.4524, grad_norm: 1.9123 2020-08-11 08:01:54,477 - mmaction - INFO - Epoch [168][560/940] lr: 1.079e-01, eta: 1 day, 14:25:29, time: 1.801, data_time: 0.005, memory: 9063, top1_acc: 0.4424, top5_acc: 0.6949, loss_cls: 2.4620, loss: 2.4620, grad_norm: 1.8785 2020-08-11 08:02:28,828 - mmaction - INFO - Epoch [168][580/940] lr: 1.079e-01, eta: 1 day, 14:24:59, time: 1.721, data_time: 0.008, memory: 9063, top1_acc: 0.4482, top5_acc: 0.6936, loss_cls: 2.4337, loss: 2.4337, grad_norm: 1.8821 2020-08-11 08:03:04,328 - mmaction - INFO - Epoch [168][600/940] lr: 1.079e-01, eta: 1 day, 14:24:30, time: 1.777, data_time: 0.007, memory: 9063, top1_acc: 0.4531, top5_acc: 0.6977, loss_cls: 2.4287, loss: 2.4287, grad_norm: 1.8534 2020-08-11 08:03:39,783 - mmaction - INFO - Epoch [168][620/940] lr: 1.079e-01, eta: 1 day, 14:24:02, time: 1.767, data_time: 0.004, memory: 9063, top1_acc: 0.4506, top5_acc: 0.6959, loss_cls: 2.4455, loss: 2.4455, grad_norm: 1.8664 2020-08-11 08:04:14,423 - mmaction - INFO - Epoch [168][640/940] lr: 1.079e-01, eta: 1 day, 14:23:31, time: 1.732, data_time: 0.008, memory: 9063, top1_acc: 0.4494, top5_acc: 0.6910, loss_cls: 2.4588, loss: 2.4588, grad_norm: 1.8623 2020-08-11 08:04:49,084 - mmaction - INFO - Epoch [168][660/940] lr: 1.079e-01, eta: 1 day, 14:23:01, time: 1.736, data_time: 0.010, memory: 9063, top1_acc: 0.4436, top5_acc: 0.6977, loss_cls: 2.4246, loss: 2.4246, grad_norm: 1.8919 2020-08-11 08:05:23,286 - mmaction - INFO - Epoch [168][680/940] lr: 1.079e-01, eta: 1 day, 14:22:30, time: 1.708, data_time: 0.006, memory: 9063, top1_acc: 0.4432, top5_acc: 0.6877, loss_cls: 2.4589, loss: 2.4589, grad_norm: 1.8805 2020-08-11 08:05:56,689 - mmaction - INFO - Epoch [168][700/940] lr: 1.079e-01, eta: 1 day, 14:21:57, time: 1.673, data_time: 0.007, memory: 9063, top1_acc: 0.4580, top5_acc: 0.6990, loss_cls: 2.3940, loss: 2.3940, grad_norm: 1.8085 2020-08-11 08:06:29,807 - mmaction - INFO - Epoch [168][720/940] lr: 1.079e-01, eta: 1 day, 14:21:23, time: 1.655, data_time: 0.005, memory: 9063, top1_acc: 0.4551, top5_acc: 0.6885, loss_cls: 2.4479, loss: 2.4479, grad_norm: 1.8538 2020-08-11 08:07:02,319 - mmaction - INFO - Epoch [168][740/940] lr: 1.079e-01, eta: 1 day, 14:20:48, time: 1.625, data_time: 0.005, memory: 9063, top1_acc: 0.4547, top5_acc: 0.7010, loss_cls: 2.4032, loss: 2.4032, grad_norm: 1.8540 2020-08-11 08:07:37,054 - mmaction - INFO - Epoch [168][760/940] lr: 1.079e-01, eta: 1 day, 14:20:18, time: 1.739, data_time: 0.005, memory: 9063, top1_acc: 0.4463, top5_acc: 0.6937, loss_cls: 2.4674, loss: 2.4674, grad_norm: 1.8659 2020-08-11 08:08:11,000 - mmaction - INFO - Epoch [168][780/940] lr: 1.079e-01, eta: 1 day, 14:19:46, time: 1.694, data_time: 0.006, memory: 9063, top1_acc: 0.4557, top5_acc: 0.6959, loss_cls: 2.4225, loss: 2.4225, grad_norm: 1.8583 2020-08-11 08:08:43,617 - mmaction - INFO - Epoch [168][800/940] lr: 1.079e-01, eta: 1 day, 14:19:11, time: 1.633, data_time: 0.006, memory: 9063, top1_acc: 0.4414, top5_acc: 0.6904, loss_cls: 2.4530, loss: 2.4530, grad_norm: 1.8545 2020-08-11 08:09:17,407 - mmaction - INFO - Epoch [168][820/940] lr: 1.079e-01, eta: 1 day, 14:18:39, time: 1.688, data_time: 0.005, memory: 9063, top1_acc: 0.4547, top5_acc: 0.7006, loss_cls: 2.4246, loss: 2.4246, grad_norm: 1.8627 2020-08-11 08:09:48,494 - mmaction - INFO - Epoch [168][840/940] lr: 1.079e-01, eta: 1 day, 14:18:01, time: 1.556, data_time: 0.005, memory: 9063, top1_acc: 0.4389, top5_acc: 0.6854, loss_cls: 2.4957, loss: 2.4957, grad_norm: 1.9232 2020-08-11 08:10:22,624 - mmaction - INFO - Epoch [168][860/940] lr: 1.079e-01, eta: 1 day, 14:17:29, time: 1.704, data_time: 0.005, memory: 9063, top1_acc: 0.4535, top5_acc: 0.7047, loss_cls: 2.4142, loss: 2.4142, grad_norm: 1.8903 2020-08-11 08:10:54,625 - mmaction - INFO - Epoch [168][880/940] lr: 1.079e-01, eta: 1 day, 14:16:53, time: 1.602, data_time: 0.006, memory: 9063, top1_acc: 0.4527, top5_acc: 0.6941, loss_cls: 2.4299, loss: 2.4299, grad_norm: 1.8564 2020-08-11 08:11:25,400 - mmaction - INFO - Epoch [168][900/940] lr: 1.079e-01, eta: 1 day, 14:16:14, time: 1.538, data_time: 0.005, memory: 9063, top1_acc: 0.4715, top5_acc: 0.6955, loss_cls: 2.3988, loss: 2.3988, grad_norm: 1.8352 2020-08-11 08:11:57,803 - mmaction - INFO - Epoch [168][920/940] lr: 1.079e-01, eta: 1 day, 14:15:39, time: 1.621, data_time: 0.005, memory: 9063, top1_acc: 0.4473, top5_acc: 0.6953, loss_cls: 2.4479, loss: 2.4479, grad_norm: 1.8712 2020-08-11 08:12:29,363 - mmaction - INFO - Epoch [168][940/940] lr: 1.079e-01, eta: 1 day, 14:15:02, time: 1.578, data_time: 0.004, memory: 9063, top1_acc: 0.4495, top5_acc: 0.6877, loss_cls: 2.4666, loss: 2.4666, grad_norm: 1.8463 2020-08-11 08:12:29,813 - mmaction - INFO - Saving checkpoint at 168 epochs 2020-08-11 08:13:10,415 - mmaction - INFO - Epoch [169][20/940] lr: 1.057e-01, eta: 1 day, 14:14:39, time: 1.908, data_time: 0.471, memory: 9063, top1_acc: 0.4627, top5_acc: 0.7047, loss_cls: 2.3978, loss: 2.3978, grad_norm: 1.8520 2020-08-11 08:13:41,715 - mmaction - INFO - Epoch [169][40/940] lr: 1.057e-01, eta: 1 day, 14:14:02, time: 1.564, data_time: 0.006, memory: 9063, top1_acc: 0.4518, top5_acc: 0.6977, loss_cls: 2.4111, loss: 2.4111, grad_norm: 1.8460 2020-08-11 08:14:13,689 - mmaction - INFO - Epoch [169][60/940] lr: 1.057e-01, eta: 1 day, 14:13:26, time: 1.601, data_time: 0.008, memory: 9063, top1_acc: 0.4615, top5_acc: 0.7057, loss_cls: 2.3422, loss: 2.3422, grad_norm: 1.8671 2020-08-11 08:14:46,285 - mmaction - INFO - Epoch [169][80/940] lr: 1.057e-01, eta: 1 day, 14:12:51, time: 1.630, data_time: 0.005, memory: 9063, top1_acc: 0.4559, top5_acc: 0.6924, loss_cls: 2.4149, loss: 2.4149, grad_norm: 1.8921 2020-08-11 08:15:18,844 - mmaction - INFO - Epoch [169][100/940] lr: 1.057e-01, eta: 1 day, 14:12:16, time: 1.625, data_time: 0.005, memory: 9063, top1_acc: 0.4568, top5_acc: 0.6980, loss_cls: 2.3948, loss: 2.3948, grad_norm: 1.8269 2020-08-11 08:15:50,952 - mmaction - INFO - Epoch [169][120/940] lr: 1.057e-01, eta: 1 day, 14:11:40, time: 1.607, data_time: 0.006, memory: 9063, top1_acc: 0.4596, top5_acc: 0.6975, loss_cls: 2.4191, loss: 2.4191, grad_norm: 1.8614 2020-08-11 08:16:22,555 - mmaction - INFO - Epoch [169][140/940] lr: 1.057e-01, eta: 1 day, 14:11:03, time: 1.580, data_time: 0.005, memory: 9063, top1_acc: 0.4641, top5_acc: 0.7086, loss_cls: 2.3824, loss: 2.3824, grad_norm: 1.8470 2020-08-11 08:16:54,591 - mmaction - INFO - Epoch [169][160/940] lr: 1.057e-01, eta: 1 day, 14:10:27, time: 1.601, data_time: 0.005, memory: 9063, top1_acc: 0.4572, top5_acc: 0.7004, loss_cls: 2.4003, loss: 2.4003, grad_norm: 1.8600 2020-08-11 08:17:26,863 - mmaction - INFO - Epoch [169][180/940] lr: 1.057e-01, eta: 1 day, 14:09:51, time: 1.615, data_time: 0.006, memory: 9063, top1_acc: 0.4539, top5_acc: 0.6896, loss_cls: 2.4138, loss: 2.4138, grad_norm: 1.8461 2020-08-11 08:17:59,406 - mmaction - INFO - Epoch [169][200/940] lr: 1.057e-01, eta: 1 day, 14:09:17, time: 1.628, data_time: 0.005, memory: 9063, top1_acc: 0.4404, top5_acc: 0.6916, loss_cls: 2.4577, loss: 2.4577, grad_norm: 1.8509 2020-08-11 08:18:31,087 - mmaction - INFO - Epoch [169][220/940] lr: 1.057e-01, eta: 1 day, 14:08:40, time: 1.582, data_time: 0.006, memory: 9063, top1_acc: 0.4674, top5_acc: 0.6975, loss_cls: 2.3906, loss: 2.3906, grad_norm: 1.8559 2020-08-11 08:19:02,987 - mmaction - INFO - Epoch [169][240/940] lr: 1.057e-01, eta: 1 day, 14:08:03, time: 1.596, data_time: 0.006, memory: 9063, top1_acc: 0.4592, top5_acc: 0.6984, loss_cls: 2.4044, loss: 2.4044, grad_norm: 1.8591 2020-08-11 08:19:34,479 - mmaction - INFO - Epoch [169][260/940] lr: 1.057e-01, eta: 1 day, 14:07:26, time: 1.576, data_time: 0.006, memory: 9063, top1_acc: 0.4488, top5_acc: 0.6943, loss_cls: 2.4235, loss: 2.4235, grad_norm: 1.8850 2020-08-11 08:20:07,550 - mmaction - INFO - Epoch [169][280/940] lr: 1.057e-01, eta: 1 day, 14:06:52, time: 1.653, data_time: 0.006, memory: 9063, top1_acc: 0.4404, top5_acc: 0.6912, loss_cls: 2.4642, loss: 2.4642, grad_norm: 1.8423 2020-08-11 08:20:38,966 - mmaction - INFO - Epoch [169][300/940] lr: 1.057e-01, eta: 1 day, 14:06:15, time: 1.571, data_time: 0.002, memory: 9063, top1_acc: 0.4602, top5_acc: 0.6920, loss_cls: 2.4328, loss: 2.4328, grad_norm: 1.9133 2020-08-11 08:21:11,853 - mmaction - INFO - Epoch [169][320/940] lr: 1.057e-01, eta: 1 day, 14:05:41, time: 1.643, data_time: 0.005, memory: 9063, top1_acc: 0.4533, top5_acc: 0.6869, loss_cls: 2.4519, loss: 2.4519, grad_norm: 1.8583 2020-08-11 08:21:44,097 - mmaction - INFO - Epoch [169][340/940] lr: 1.057e-01, eta: 1 day, 14:05:05, time: 1.613, data_time: 0.007, memory: 9063, top1_acc: 0.4594, top5_acc: 0.7029, loss_cls: 2.3885, loss: 2.3885, grad_norm: 1.8429 2020-08-11 08:22:16,143 - mmaction - INFO - Epoch [169][360/940] lr: 1.057e-01, eta: 1 day, 14:04:29, time: 1.599, data_time: 0.008, memory: 9063, top1_acc: 0.4611, top5_acc: 0.7074, loss_cls: 2.3738, loss: 2.3738, grad_norm: 1.8916 2020-08-11 08:22:47,234 - mmaction - INFO - Epoch [169][380/940] lr: 1.057e-01, eta: 1 day, 14:03:51, time: 1.558, data_time: 0.007, memory: 9063, top1_acc: 0.4666, top5_acc: 0.7064, loss_cls: 2.3726, loss: 2.3726, grad_norm: 1.8827 2020-08-11 08:23:19,330 - mmaction - INFO - Epoch [169][400/940] lr: 1.057e-01, eta: 1 day, 14:03:16, time: 1.605, data_time: 0.003, memory: 9063, top1_acc: 0.4418, top5_acc: 0.7037, loss_cls: 2.4121, loss: 2.4121, grad_norm: 1.8812 2020-08-11 08:23:49,863 - mmaction - INFO - Epoch [169][420/940] lr: 1.057e-01, eta: 1 day, 14:02:36, time: 1.525, data_time: 0.005, memory: 9063, top1_acc: 0.4605, top5_acc: 0.7008, loss_cls: 2.3930, loss: 2.3930, grad_norm: 1.8826 2020-08-11 08:24:21,333 - mmaction - INFO - Epoch [169][440/940] lr: 1.057e-01, eta: 1 day, 14:01:59, time: 1.575, data_time: 0.005, memory: 9063, top1_acc: 0.4514, top5_acc: 0.6988, loss_cls: 2.4063, loss: 2.4063, grad_norm: 1.8929 2020-08-11 08:24:53,465 - mmaction - INFO - Epoch [169][460/940] lr: 1.057e-01, eta: 1 day, 14:01:23, time: 1.605, data_time: 0.007, memory: 9063, top1_acc: 0.4436, top5_acc: 0.6930, loss_cls: 2.4417, loss: 2.4417, grad_norm: 1.9097 2020-08-11 08:25:25,150 - mmaction - INFO - Epoch [169][480/940] lr: 1.057e-01, eta: 1 day, 14:00:47, time: 1.583, data_time: 0.005, memory: 9063, top1_acc: 0.4383, top5_acc: 0.6926, loss_cls: 2.5001, loss: 2.5001, grad_norm: 1.8972 2020-08-11 08:25:57,192 - mmaction - INFO - Epoch [169][500/940] lr: 1.057e-01, eta: 1 day, 14:00:11, time: 1.603, data_time: 0.008, memory: 9063, top1_acc: 0.4539, top5_acc: 0.7000, loss_cls: 2.3987, loss: 2.3987, grad_norm: 1.8950 2020-08-11 08:26:28,939 - mmaction - INFO - Epoch [169][520/940] lr: 1.057e-01, eta: 1 day, 13:59:34, time: 1.589, data_time: 0.005, memory: 9063, top1_acc: 0.4443, top5_acc: 0.6965, loss_cls: 2.4439, loss: 2.4439, grad_norm: 1.9040 2020-08-11 08:27:01,861 - mmaction - INFO - Epoch [169][540/940] lr: 1.057e-01, eta: 1 day, 13:59:00, time: 1.644, data_time: 0.005, memory: 9063, top1_acc: 0.4490, top5_acc: 0.6936, loss_cls: 2.4451, loss: 2.4451, grad_norm: 1.8427 2020-08-11 08:27:32,880 - mmaction - INFO - Epoch [169][560/940] lr: 1.057e-01, eta: 1 day, 13:58:22, time: 1.554, data_time: 0.006, memory: 9063, top1_acc: 0.4607, top5_acc: 0.7070, loss_cls: 2.3737, loss: 2.3737, grad_norm: 1.8645 2020-08-11 08:28:06,125 - mmaction - INFO - Epoch [169][580/940] lr: 1.057e-01, eta: 1 day, 13:57:48, time: 1.659, data_time: 0.004, memory: 9063, top1_acc: 0.4621, top5_acc: 0.6990, loss_cls: 2.3919, loss: 2.3919, grad_norm: 1.9374 2020-08-11 08:28:38,901 - mmaction - INFO - Epoch [169][600/940] lr: 1.057e-01, eta: 1 day, 13:57:14, time: 1.642, data_time: 0.006, memory: 9063, top1_acc: 0.4432, top5_acc: 0.6842, loss_cls: 2.4953, loss: 2.4953, grad_norm: 1.8952 2020-08-11 08:29:10,814 - mmaction - INFO - Epoch [169][620/940] lr: 1.057e-01, eta: 1 day, 13:56:38, time: 1.594, data_time: 0.005, memory: 9063, top1_acc: 0.4379, top5_acc: 0.6809, loss_cls: 2.4952, loss: 2.4952, grad_norm: 1.8578 2020-08-11 08:29:43,906 - mmaction - INFO - Epoch [169][640/940] lr: 1.057e-01, eta: 1 day, 13:56:04, time: 1.656, data_time: 0.005, memory: 9063, top1_acc: 0.4518, top5_acc: 0.6822, loss_cls: 2.4689, loss: 2.4689, grad_norm: 1.8524 2020-08-11 08:30:16,407 - mmaction - INFO - Epoch [169][660/940] lr: 1.057e-01, eta: 1 day, 13:55:29, time: 1.621, data_time: 0.005, memory: 9063, top1_acc: 0.4518, top5_acc: 0.6982, loss_cls: 2.4237, loss: 2.4237, grad_norm: 1.8395 2020-08-11 08:30:49,919 - mmaction - INFO - Epoch [169][680/940] lr: 1.057e-01, eta: 1 day, 13:54:57, time: 1.679, data_time: 0.007, memory: 9063, top1_acc: 0.4410, top5_acc: 0.6852, loss_cls: 2.4559, loss: 2.4559, grad_norm: 1.8845 2020-08-11 08:31:22,302 - mmaction - INFO - Epoch [169][700/940] lr: 1.057e-01, eta: 1 day, 13:54:21, time: 1.619, data_time: 0.006, memory: 9063, top1_acc: 0.4598, top5_acc: 0.7010, loss_cls: 2.3813, loss: 2.3813, grad_norm: 1.8541 2020-08-11 08:31:55,108 - mmaction - INFO - Epoch [169][720/940] lr: 1.057e-01, eta: 1 day, 13:53:47, time: 1.642, data_time: 0.005, memory: 9063, top1_acc: 0.4666, top5_acc: 0.7018, loss_cls: 2.3912, loss: 2.3912, grad_norm: 1.8972 2020-08-11 08:32:28,443 - mmaction - INFO - Epoch [169][740/940] lr: 1.057e-01, eta: 1 day, 13:53:14, time: 1.664, data_time: 0.005, memory: 9063, top1_acc: 0.4533, top5_acc: 0.7027, loss_cls: 2.4547, loss: 2.4547, grad_norm: 1.8706 2020-08-11 08:33:02,098 - mmaction - INFO - Epoch [169][760/940] lr: 1.057e-01, eta: 1 day, 13:52:42, time: 1.685, data_time: 0.006, memory: 9063, top1_acc: 0.4516, top5_acc: 0.6975, loss_cls: 2.4248, loss: 2.4248, grad_norm: 1.8782 2020-08-11 08:33:36,308 - mmaction - INFO - Epoch [169][780/940] lr: 1.057e-01, eta: 1 day, 13:52:10, time: 1.708, data_time: 0.005, memory: 9063, top1_acc: 0.4588, top5_acc: 0.6973, loss_cls: 2.4172, loss: 2.4172, grad_norm: 1.8851 2020-08-11 08:34:09,517 - mmaction - INFO - Epoch [169][800/940] lr: 1.057e-01, eta: 1 day, 13:51:37, time: 1.659, data_time: 0.007, memory: 9063, top1_acc: 0.4434, top5_acc: 0.6771, loss_cls: 2.5240, loss: 2.5240, grad_norm: 1.8861 2020-08-11 08:34:40,478 - mmaction - INFO - Epoch [169][820/940] lr: 1.057e-01, eta: 1 day, 13:50:59, time: 1.552, data_time: 0.007, memory: 9063, top1_acc: 0.4562, top5_acc: 0.6998, loss_cls: 2.4118, loss: 2.4118, grad_norm: 1.8571 2020-08-11 08:35:13,826 - mmaction - INFO - Epoch [169][840/940] lr: 1.057e-01, eta: 1 day, 13:50:25, time: 1.664, data_time: 0.005, memory: 9063, top1_acc: 0.4602, top5_acc: 0.6992, loss_cls: 2.3726, loss: 2.3726, grad_norm: 1.8717 2020-08-11 08:35:47,632 - mmaction - INFO - Epoch [169][860/940] lr: 1.057e-01, eta: 1 day, 13:49:53, time: 1.695, data_time: 0.007, memory: 9063, top1_acc: 0.4621, top5_acc: 0.7045, loss_cls: 2.3755, loss: 2.3755, grad_norm: 1.8507 2020-08-11 08:36:21,455 - mmaction - INFO - Epoch [169][880/940] lr: 1.057e-01, eta: 1 day, 13:49:21, time: 1.687, data_time: 0.004, memory: 9063, top1_acc: 0.4615, top5_acc: 0.7045, loss_cls: 2.3797, loss: 2.3797, grad_norm: 1.8776 2020-08-11 08:36:56,095 - mmaction - INFO - Epoch [169][900/940] lr: 1.057e-01, eta: 1 day, 13:48:51, time: 1.736, data_time: 0.006, memory: 9063, top1_acc: 0.4645, top5_acc: 0.7059, loss_cls: 2.3763, loss: 2.3763, grad_norm: 1.8477 2020-08-11 08:37:29,606 - mmaction - INFO - Epoch [169][920/940] lr: 1.057e-01, eta: 1 day, 13:48:18, time: 1.674, data_time: 0.005, memory: 9063, top1_acc: 0.4639, top5_acc: 0.7008, loss_cls: 2.3789, loss: 2.3789, grad_norm: 1.8807 2020-08-11 08:38:02,993 - mmaction - INFO - Epoch [169][940/940] lr: 1.057e-01, eta: 1 day, 13:47:45, time: 1.669, data_time: 0.005, memory: 9063, top1_acc: 0.4590, top5_acc: 0.6930, loss_cls: 2.3871, loss: 2.3871, grad_norm: 1.8848 2020-08-11 08:38:41,491 - mmaction - INFO - Epoch [170][20/940] lr: 1.036e-01, eta: 1 day, 13:47:22, time: 1.910, data_time: 0.452, memory: 9063, top1_acc: 0.4510, top5_acc: 0.7000, loss_cls: 2.4066, loss: 2.4066, grad_norm: 1.9062 2020-08-11 08:39:13,874 - mmaction - INFO - Epoch [170][40/940] lr: 1.036e-01, eta: 1 day, 13:46:47, time: 1.618, data_time: 0.006, memory: 9063, top1_acc: 0.4605, top5_acc: 0.6967, loss_cls: 2.3791, loss: 2.3791, grad_norm: 1.9207 2020-08-11 08:39:48,085 - mmaction - INFO - Epoch [170][60/940] lr: 1.036e-01, eta: 1 day, 13:46:16, time: 1.712, data_time: 0.005, memory: 9063, top1_acc: 0.4551, top5_acc: 0.7016, loss_cls: 2.4075, loss: 2.4075, grad_norm: 1.8730 2020-08-11 08:40:21,972 - mmaction - INFO - Epoch [170][80/940] lr: 1.036e-01, eta: 1 day, 13:45:44, time: 1.691, data_time: 0.007, memory: 9063, top1_acc: 0.4568, top5_acc: 0.7047, loss_cls: 2.3898, loss: 2.3898, grad_norm: 1.9067 2020-08-11 08:40:54,123 - mmaction - INFO - Epoch [170][100/940] lr: 1.036e-01, eta: 1 day, 13:45:08, time: 1.610, data_time: 0.007, memory: 9063, top1_acc: 0.4568, top5_acc: 0.7061, loss_cls: 2.3982, loss: 2.3982, grad_norm: 1.8514 2020-08-11 08:41:28,316 - mmaction - INFO - Epoch [170][120/940] lr: 1.036e-01, eta: 1 day, 13:44:37, time: 1.708, data_time: 0.005, memory: 9063, top1_acc: 0.4529, top5_acc: 0.7010, loss_cls: 2.4048, loss: 2.4048, grad_norm: 1.9195 2020-08-11 08:42:02,206 - mmaction - INFO - Epoch [170][140/940] lr: 1.036e-01, eta: 1 day, 13:44:05, time: 1.698, data_time: 0.007, memory: 9063, top1_acc: 0.4484, top5_acc: 0.6873, loss_cls: 2.4679, loss: 2.4679, grad_norm: 1.8712 2020-08-11 08:42:37,308 - mmaction - INFO - Epoch [170][160/940] lr: 1.036e-01, eta: 1 day, 13:43:35, time: 1.752, data_time: 0.004, memory: 9063, top1_acc: 0.4605, top5_acc: 0.7016, loss_cls: 2.3821, loss: 2.3821, grad_norm: 1.8723 2020-08-11 08:43:11,595 - mmaction - INFO - Epoch [170][180/940] lr: 1.036e-01, eta: 1 day, 13:43:04, time: 1.717, data_time: 0.007, memory: 9063, top1_acc: 0.4680, top5_acc: 0.7018, loss_cls: 2.4001, loss: 2.4001, grad_norm: 1.8585 2020-08-11 08:43:45,068 - mmaction - INFO - Epoch [170][200/940] lr: 1.036e-01, eta: 1 day, 13:42:31, time: 1.673, data_time: 0.004, memory: 9063, top1_acc: 0.4564, top5_acc: 0.7100, loss_cls: 2.3952, loss: 2.3952, grad_norm: 1.8945 2020-08-11 08:44:17,881 - mmaction - INFO - Epoch [170][220/940] lr: 1.036e-01, eta: 1 day, 13:41:57, time: 1.639, data_time: 0.005, memory: 9063, top1_acc: 0.4635, top5_acc: 0.7018, loss_cls: 2.3931, loss: 2.3931, grad_norm: 1.8830 2020-08-11 08:44:52,891 - mmaction - INFO - Epoch [170][240/940] lr: 1.036e-01, eta: 1 day, 13:41:27, time: 1.752, data_time: 0.006, memory: 9063, top1_acc: 0.4652, top5_acc: 0.7123, loss_cls: 2.3610, loss: 2.3610, grad_norm: 1.9028 2020-08-11 08:45:27,775 - mmaction - INFO - Epoch [170][260/940] lr: 1.036e-01, eta: 1 day, 13:40:57, time: 1.740, data_time: 0.005, memory: 9063, top1_acc: 0.4500, top5_acc: 0.6939, loss_cls: 2.4386, loss: 2.4386, grad_norm: 1.8845 2020-08-11 08:46:02,306 - mmaction - INFO - Epoch [170][280/940] lr: 1.036e-01, eta: 1 day, 13:40:27, time: 1.731, data_time: 0.007, memory: 9063, top1_acc: 0.4529, top5_acc: 0.7037, loss_cls: 2.4095, loss: 2.4095, grad_norm: 1.9017 2020-08-11 08:46:36,897 - mmaction - INFO - Epoch [170][300/940] lr: 1.036e-01, eta: 1 day, 13:39:56, time: 1.729, data_time: 0.005, memory: 9063, top1_acc: 0.4543, top5_acc: 0.6998, loss_cls: 2.4152, loss: 2.4152, grad_norm: 1.8749 2020-08-11 08:47:11,299 - mmaction - INFO - Epoch [170][320/940] lr: 1.036e-01, eta: 1 day, 13:39:25, time: 1.721, data_time: 0.005, memory: 9063, top1_acc: 0.4658, top5_acc: 0.7014, loss_cls: 2.3609, loss: 2.3609, grad_norm: 1.8582 2020-08-11 08:47:44,984 - mmaction - INFO - Epoch [170][340/940] lr: 1.036e-01, eta: 1 day, 13:38:53, time: 1.683, data_time: 0.004, memory: 9063, top1_acc: 0.4502, top5_acc: 0.6965, loss_cls: 2.4263, loss: 2.4263, grad_norm: 1.8987 2020-08-11 08:48:20,224 - mmaction - INFO - Epoch [170][360/940] lr: 1.036e-01, eta: 1 day, 13:38:24, time: 1.763, data_time: 0.005, memory: 9063, top1_acc: 0.4646, top5_acc: 0.7027, loss_cls: 2.3729, loss: 2.3729, grad_norm: 1.8782 2020-08-11 08:48:53,980 - mmaction - INFO - Epoch [170][380/940] lr: 1.036e-01, eta: 1 day, 13:37:51, time: 1.688, data_time: 0.005, memory: 9063, top1_acc: 0.4559, top5_acc: 0.6963, loss_cls: 2.4229, loss: 2.4229, grad_norm: 1.8662 2020-08-11 08:49:27,474 - mmaction - INFO - Epoch [170][400/940] lr: 1.036e-01, eta: 1 day, 13:37:18, time: 1.675, data_time: 0.002, memory: 9063, top1_acc: 0.4545, top5_acc: 0.6996, loss_cls: 2.4410, loss: 2.4410, grad_norm: 1.8810 2020-08-11 08:50:02,431 - mmaction - INFO - Epoch [170][420/940] lr: 1.036e-01, eta: 1 day, 13:36:49, time: 1.747, data_time: 0.004, memory: 9063, top1_acc: 0.4504, top5_acc: 0.7014, loss_cls: 2.4120, loss: 2.4120, grad_norm: 1.9091 2020-08-11 08:50:36,587 - mmaction - INFO - Epoch [170][440/940] lr: 1.036e-01, eta: 1 day, 13:36:17, time: 1.706, data_time: 0.005, memory: 9063, top1_acc: 0.4621, top5_acc: 0.7061, loss_cls: 2.3845, loss: 2.3845, grad_norm: 1.8734 2020-08-11 08:51:11,392 - mmaction - INFO - Epoch [170][460/940] lr: 1.036e-01, eta: 1 day, 13:35:47, time: 1.740, data_time: 0.008, memory: 9063, top1_acc: 0.4600, top5_acc: 0.6934, loss_cls: 2.4229, loss: 2.4229, grad_norm: 1.8502 2020-08-11 08:51:46,127 - mmaction - INFO - Epoch [170][480/940] lr: 1.036e-01, eta: 1 day, 13:35:17, time: 1.739, data_time: 0.007, memory: 9063, top1_acc: 0.4439, top5_acc: 0.6932, loss_cls: 2.4448, loss: 2.4448, grad_norm: 1.8813 2020-08-11 08:52:21,027 - mmaction - INFO - Epoch [170][500/940] lr: 1.036e-01, eta: 1 day, 13:34:47, time: 1.745, data_time: 0.005, memory: 9063, top1_acc: 0.4480, top5_acc: 0.7080, loss_cls: 2.4090, loss: 2.4090, grad_norm: 1.8665 2020-08-11 08:52:56,036 - mmaction - INFO - Epoch [170][520/940] lr: 1.036e-01, eta: 1 day, 13:34:17, time: 1.749, data_time: 0.004, memory: 9063, top1_acc: 0.4529, top5_acc: 0.6932, loss_cls: 2.4466, loss: 2.4466, grad_norm: 1.9031 2020-08-11 08:53:31,624 - mmaction - INFO - Epoch [170][540/940] lr: 1.036e-01, eta: 1 day, 13:33:49, time: 1.781, data_time: 0.007, memory: 9063, top1_acc: 0.4445, top5_acc: 0.6934, loss_cls: 2.4308, loss: 2.4308, grad_norm: 1.9125 2020-08-11 08:54:05,560 - mmaction - INFO - Epoch [170][560/940] lr: 1.036e-01, eta: 1 day, 13:33:17, time: 1.696, data_time: 0.005, memory: 9063, top1_acc: 0.4498, top5_acc: 0.6977, loss_cls: 2.4117, loss: 2.4117, grad_norm: 1.8617 2020-08-11 08:54:41,117 - mmaction - INFO - Epoch [170][580/940] lr: 1.036e-01, eta: 1 day, 13:32:48, time: 1.779, data_time: 0.005, memory: 9063, top1_acc: 0.4555, top5_acc: 0.6955, loss_cls: 2.4176, loss: 2.4176, grad_norm: 1.9007 2020-08-11 08:55:15,974 - mmaction - INFO - Epoch [170][600/940] lr: 1.036e-01, eta: 1 day, 13:32:18, time: 1.742, data_time: 0.005, memory: 9063, top1_acc: 0.4646, top5_acc: 0.7006, loss_cls: 2.3651, loss: 2.3651, grad_norm: 1.8850 2020-08-11 08:55:50,735 - mmaction - INFO - Epoch [170][620/940] lr: 1.036e-01, eta: 1 day, 13:31:48, time: 1.739, data_time: 0.005, memory: 9063, top1_acc: 0.4562, top5_acc: 0.6979, loss_cls: 2.3913, loss: 2.3913, grad_norm: 1.8871 2020-08-11 08:56:27,341 - mmaction - INFO - Epoch [170][640/940] lr: 1.036e-01, eta: 1 day, 13:31:21, time: 1.829, data_time: 0.006, memory: 9063, top1_acc: 0.4486, top5_acc: 0.6953, loss_cls: 2.4271, loss: 2.4271, grad_norm: 1.9191 2020-08-11 08:57:01,505 - mmaction - INFO - Epoch [170][660/940] lr: 1.036e-01, eta: 1 day, 13:30:50, time: 1.709, data_time: 0.005, memory: 9063, top1_acc: 0.4555, top5_acc: 0.7010, loss_cls: 2.4197, loss: 2.4197, grad_norm: 1.8847 2020-08-11 08:57:36,379 - mmaction - INFO - Epoch [170][680/940] lr: 1.036e-01, eta: 1 day, 13:30:20, time: 1.742, data_time: 0.007, memory: 9063, top1_acc: 0.4480, top5_acc: 0.6959, loss_cls: 2.4624, loss: 2.4624, grad_norm: 1.9080 2020-08-11 08:58:11,425 - mmaction - INFO - Epoch [170][700/940] lr: 1.036e-01, eta: 1 day, 13:29:50, time: 1.754, data_time: 0.006, memory: 9063, top1_acc: 0.4553, top5_acc: 0.6926, loss_cls: 2.4412, loss: 2.4412, grad_norm: 1.8751 2020-08-11 08:58:45,054 - mmaction - INFO - Epoch [170][720/940] lr: 1.036e-01, eta: 1 day, 13:29:17, time: 1.680, data_time: 0.006, memory: 9063, top1_acc: 0.4445, top5_acc: 0.6926, loss_cls: 2.4263, loss: 2.4263, grad_norm: 1.9004 2020-08-11 08:59:19,256 - mmaction - INFO - Epoch [170][740/940] lr: 1.036e-01, eta: 1 day, 13:28:46, time: 1.710, data_time: 0.005, memory: 9063, top1_acc: 0.4518, top5_acc: 0.6902, loss_cls: 2.4291, loss: 2.4291, grad_norm: 1.8874 2020-08-11 08:59:53,472 - mmaction - INFO - Epoch [170][760/940] lr: 1.036e-01, eta: 1 day, 13:28:15, time: 1.712, data_time: 0.007, memory: 9063, top1_acc: 0.4590, top5_acc: 0.7010, loss_cls: 2.3918, loss: 2.3918, grad_norm: 1.8766 2020-08-11 09:00:44,935 - mmaction - INFO - Epoch [170][780/940] lr: 1.036e-01, eta: 1 day, 13:28:18, time: 2.566, data_time: 0.007, memory: 9063, top1_acc: 0.4602, top5_acc: 0.6928, loss_cls: 2.4026, loss: 2.4026, grad_norm: 1.9088 2020-08-11 09:01:15,005 - mmaction - INFO - Epoch [170][800/940] lr: 1.036e-01, eta: 1 day, 13:27:39, time: 1.511, data_time: 0.020, memory: 9063, top1_acc: 0.4652, top5_acc: 0.7002, loss_cls: 2.4099, loss: 2.4099, grad_norm: 1.8184 2020-08-11 09:01:48,124 - mmaction - INFO - Epoch [170][820/940] lr: 1.036e-01, eta: 1 day, 13:27:05, time: 1.654, data_time: 0.005, memory: 9063, top1_acc: 0.4643, top5_acc: 0.6975, loss_cls: 2.3996, loss: 2.3996, grad_norm: 1.8849 2020-08-11 09:02:23,058 - mmaction - INFO - Epoch [170][840/940] lr: 1.036e-01, eta: 1 day, 13:26:35, time: 1.747, data_time: 0.005, memory: 9063, top1_acc: 0.4475, top5_acc: 0.7006, loss_cls: 2.4041, loss: 2.4041, grad_norm: 1.8804 2020-08-11 09:02:58,792 - mmaction - INFO - Epoch [170][860/940] lr: 1.036e-01, eta: 1 day, 13:26:07, time: 1.787, data_time: 0.007, memory: 9063, top1_acc: 0.4520, top5_acc: 0.6963, loss_cls: 2.4231, loss: 2.4231, grad_norm: 1.8724 2020-08-11 09:03:33,275 - mmaction - INFO - Epoch [170][880/940] lr: 1.036e-01, eta: 1 day, 13:25:36, time: 1.725, data_time: 0.005, memory: 9063, top1_acc: 0.4619, top5_acc: 0.7029, loss_cls: 2.4027, loss: 2.4027, grad_norm: 1.8612 2020-08-11 09:04:09,693 - mmaction - INFO - Epoch [170][900/940] lr: 1.036e-01, eta: 1 day, 13:25:09, time: 1.821, data_time: 0.005, memory: 9063, top1_acc: 0.4537, top5_acc: 0.6971, loss_cls: 2.4214, loss: 2.4214, grad_norm: 1.8931 2020-08-11 09:04:44,479 - mmaction - INFO - Epoch [170][920/940] lr: 1.036e-01, eta: 1 day, 13:24:39, time: 1.740, data_time: 0.004, memory: 9063, top1_acc: 0.4463, top5_acc: 0.6809, loss_cls: 2.4961, loss: 2.4961, grad_norm: 1.8927 2020-08-11 09:05:18,331 - mmaction - INFO - Epoch [170][940/940] lr: 1.036e-01, eta: 1 day, 13:24:06, time: 1.690, data_time: 0.006, memory: 9063, top1_acc: 0.4570, top5_acc: 0.6954, loss_cls: 2.4413, loss: 2.4413, grad_norm: 1.8734 2020-08-11 09:06:02,544 - mmaction - INFO - Epoch [171][20/940] lr: 1.014e-01, eta: 1 day, 13:23:54, time: 2.187, data_time: 0.661, memory: 9063, top1_acc: 0.4584, top5_acc: 0.6965, loss_cls: 2.4405, loss: 2.4405, grad_norm: 1.8868 2020-08-11 09:06:36,474 - mmaction - INFO - Epoch [171][40/940] lr: 1.014e-01, eta: 1 day, 13:23:22, time: 1.698, data_time: 0.005, memory: 9063, top1_acc: 0.4777, top5_acc: 0.7115, loss_cls: 2.3245, loss: 2.3245, grad_norm: 1.9040 2020-08-11 09:07:11,508 - mmaction - INFO - Epoch [171][60/940] lr: 1.014e-01, eta: 1 day, 13:22:52, time: 1.748, data_time: 0.006, memory: 9063, top1_acc: 0.4598, top5_acc: 0.7047, loss_cls: 2.3852, loss: 2.3852, grad_norm: 1.9325 2020-08-11 09:07:46,342 - mmaction - INFO - Epoch [171][80/940] lr: 1.014e-01, eta: 1 day, 13:22:22, time: 1.746, data_time: 0.007, memory: 9063, top1_acc: 0.4436, top5_acc: 0.6824, loss_cls: 2.4365, loss: 2.4365, grad_norm: 1.9067 2020-08-11 09:08:21,999 - mmaction - INFO - Epoch [171][100/940] lr: 1.014e-01, eta: 1 day, 13:21:54, time: 1.781, data_time: 0.005, memory: 9063, top1_acc: 0.4602, top5_acc: 0.7094, loss_cls: 2.3868, loss: 2.3868, grad_norm: 1.8871 2020-08-11 09:08:57,277 - mmaction - INFO - Epoch [171][120/940] lr: 1.014e-01, eta: 1 day, 13:21:25, time: 1.766, data_time: 0.005, memory: 9063, top1_acc: 0.4635, top5_acc: 0.6990, loss_cls: 2.3843, loss: 2.3843, grad_norm: 1.8862 2020-08-11 09:09:32,932 - mmaction - INFO - Epoch [171][140/940] lr: 1.014e-01, eta: 1 day, 13:20:56, time: 1.783, data_time: 0.002, memory: 9063, top1_acc: 0.4600, top5_acc: 0.6943, loss_cls: 2.4188, loss: 2.4188, grad_norm: 1.8783 2020-08-11 09:10:07,670 - mmaction - INFO - Epoch [171][160/940] lr: 1.014e-01, eta: 1 day, 13:20:26, time: 1.736, data_time: 0.002, memory: 9063, top1_acc: 0.4658, top5_acc: 0.7020, loss_cls: 2.3794, loss: 2.3794, grad_norm: 1.8489 2020-08-11 09:10:43,495 - mmaction - INFO - Epoch [171][180/940] lr: 1.014e-01, eta: 1 day, 13:19:57, time: 1.791, data_time: 0.003, memory: 9063, top1_acc: 0.4553, top5_acc: 0.7053, loss_cls: 2.4007, loss: 2.4007, grad_norm: 1.9297 2020-08-11 09:11:19,932 - mmaction - INFO - Epoch [171][200/940] lr: 1.014e-01, eta: 1 day, 13:19:30, time: 1.822, data_time: 0.007, memory: 9063, top1_acc: 0.4592, top5_acc: 0.7020, loss_cls: 2.3752, loss: 2.3752, grad_norm: 1.8980 2020-08-11 09:11:54,776 - mmaction - INFO - Epoch [171][220/940] lr: 1.014e-01, eta: 1 day, 13:19:00, time: 1.743, data_time: 0.005, memory: 9063, top1_acc: 0.4617, top5_acc: 0.7057, loss_cls: 2.3712, loss: 2.3712, grad_norm: 1.9572 2020-08-11 09:12:29,551 - mmaction - INFO - Epoch [171][240/940] lr: 1.014e-01, eta: 1 day, 13:18:30, time: 1.737, data_time: 0.005, memory: 9063, top1_acc: 0.4592, top5_acc: 0.7088, loss_cls: 2.3816, loss: 2.3816, grad_norm: 1.9003 2020-08-11 09:13:05,666 - mmaction - INFO - Epoch [171][260/940] lr: 1.014e-01, eta: 1 day, 13:18:02, time: 1.806, data_time: 0.005, memory: 9063, top1_acc: 0.4623, top5_acc: 0.7037, loss_cls: 2.3737, loss: 2.3737, grad_norm: 1.9113 2020-08-11 09:13:40,822 - mmaction - INFO - Epoch [171][280/940] lr: 1.014e-01, eta: 1 day, 13:17:32, time: 1.757, data_time: 0.008, memory: 9063, top1_acc: 0.4539, top5_acc: 0.6910, loss_cls: 2.4486, loss: 2.4486, grad_norm: 1.8681 2020-08-11 09:14:16,291 - mmaction - INFO - Epoch [171][300/940] lr: 1.014e-01, eta: 1 day, 13:17:03, time: 1.773, data_time: 0.006, memory: 9063, top1_acc: 0.4619, top5_acc: 0.7021, loss_cls: 2.3751, loss: 2.3751, grad_norm: 1.8774 2020-08-11 09:14:50,934 - mmaction - INFO - Epoch [171][320/940] lr: 1.014e-01, eta: 1 day, 13:16:33, time: 1.732, data_time: 0.009, memory: 9063, top1_acc: 0.4584, top5_acc: 0.7006, loss_cls: 2.4070, loss: 2.4070, grad_norm: 1.9293 2020-08-11 09:15:25,829 - mmaction - INFO - Epoch [171][340/940] lr: 1.014e-01, eta: 1 day, 13:16:03, time: 1.746, data_time: 0.006, memory: 9063, top1_acc: 0.4537, top5_acc: 0.7023, loss_cls: 2.3952, loss: 2.3952, grad_norm: 1.8856 2020-08-11 09:16:01,545 - mmaction - INFO - Epoch [171][360/940] lr: 1.014e-01, eta: 1 day, 13:15:34, time: 1.787, data_time: 0.005, memory: 9063, top1_acc: 0.4562, top5_acc: 0.7018, loss_cls: 2.4015, loss: 2.4015, grad_norm: 1.9273 2020-08-11 09:16:36,292 - mmaction - INFO - Epoch [171][380/940] lr: 1.014e-01, eta: 1 day, 13:15:03, time: 1.736, data_time: 0.006, memory: 9063, top1_acc: 0.4480, top5_acc: 0.6957, loss_cls: 2.4407, loss: 2.4407, grad_norm: 1.8927 2020-08-11 09:17:09,371 - mmaction - INFO - Epoch [171][400/940] lr: 1.014e-01, eta: 1 day, 13:14:30, time: 1.655, data_time: 0.005, memory: 9063, top1_acc: 0.4635, top5_acc: 0.7021, loss_cls: 2.4029, loss: 2.4029, grad_norm: 1.8909 2020-08-11 09:17:45,576 - mmaction - INFO - Epoch [171][420/940] lr: 1.014e-01, eta: 1 day, 13:14:02, time: 1.809, data_time: 0.007, memory: 9063, top1_acc: 0.4477, top5_acc: 0.6922, loss_cls: 2.4253, loss: 2.4253, grad_norm: 1.8993 2020-08-11 09:18:20,253 - mmaction - INFO - Epoch [171][440/940] lr: 1.014e-01, eta: 1 day, 13:13:31, time: 1.731, data_time: 0.005, memory: 9063, top1_acc: 0.4662, top5_acc: 0.7033, loss_cls: 2.3929, loss: 2.3929, grad_norm: 1.8985 2020-08-11 09:18:56,451 - mmaction - INFO - Epoch [171][460/940] lr: 1.014e-01, eta: 1 day, 13:13:04, time: 1.814, data_time: 0.010, memory: 9063, top1_acc: 0.4547, top5_acc: 0.7020, loss_cls: 2.3976, loss: 2.3976, grad_norm: 1.8971 2020-08-11 09:19:32,292 - mmaction - INFO - Epoch [171][480/940] lr: 1.014e-01, eta: 1 day, 13:12:35, time: 1.787, data_time: 0.002, memory: 9063, top1_acc: 0.4588, top5_acc: 0.6918, loss_cls: 2.4048, loss: 2.4048, grad_norm: 1.8825 2020-08-11 09:20:07,476 - mmaction - INFO - Epoch [171][500/940] lr: 1.014e-01, eta: 1 day, 13:12:06, time: 1.762, data_time: 0.009, memory: 9063, top1_acc: 0.4639, top5_acc: 0.6893, loss_cls: 2.4295, loss: 2.4295, grad_norm: 1.8757 2020-08-11 09:20:42,522 - mmaction - INFO - Epoch [171][520/940] lr: 1.014e-01, eta: 1 day, 13:11:36, time: 1.754, data_time: 0.006, memory: 9063, top1_acc: 0.4518, top5_acc: 0.6994, loss_cls: 2.3866, loss: 2.3866, grad_norm: 1.9335 2020-08-11 09:21:18,636 - mmaction - INFO - Epoch [171][540/940] lr: 1.014e-01, eta: 1 day, 13:11:08, time: 1.804, data_time: 0.005, memory: 9063, top1_acc: 0.4568, top5_acc: 0.7020, loss_cls: 2.4011, loss: 2.4011, grad_norm: 1.9119 2020-08-11 09:21:54,252 - mmaction - INFO - Epoch [171][560/940] lr: 1.014e-01, eta: 1 day, 13:10:40, time: 1.783, data_time: 0.007, memory: 9063, top1_acc: 0.4596, top5_acc: 0.7039, loss_cls: 2.4039, loss: 2.4039, grad_norm: 1.8925 2020-08-11 09:22:29,565 - mmaction - INFO - Epoch [171][580/940] lr: 1.014e-01, eta: 1 day, 13:10:10, time: 1.764, data_time: 0.005, memory: 9063, top1_acc: 0.4629, top5_acc: 0.7076, loss_cls: 2.4104, loss: 2.4104, grad_norm: 1.8970 2020-08-11 09:23:03,713 - mmaction - INFO - Epoch [171][600/940] lr: 1.014e-01, eta: 1 day, 13:09:38, time: 1.707, data_time: 0.005, memory: 9063, top1_acc: 0.4631, top5_acc: 0.7092, loss_cls: 2.3708, loss: 2.3708, grad_norm: 1.8890 2020-08-11 09:23:37,886 - mmaction - INFO - Epoch [171][620/940] lr: 1.014e-01, eta: 1 day, 13:09:07, time: 1.709, data_time: 0.006, memory: 9063, top1_acc: 0.4693, top5_acc: 0.7037, loss_cls: 2.3676, loss: 2.3676, grad_norm: 1.9160 2020-08-11 09:24:12,926 - mmaction - INFO - Epoch [171][640/940] lr: 1.014e-01, eta: 1 day, 13:08:37, time: 1.754, data_time: 0.006, memory: 9063, top1_acc: 0.4668, top5_acc: 0.7021, loss_cls: 2.3998, loss: 2.3998, grad_norm: 1.9026 2020-08-11 09:24:48,096 - mmaction - INFO - Epoch [171][660/940] lr: 1.014e-01, eta: 1 day, 13:08:07, time: 1.757, data_time: 0.005, memory: 9063, top1_acc: 0.4564, top5_acc: 0.7021, loss_cls: 2.4366, loss: 2.4366, grad_norm: 1.8850 2020-08-11 09:25:20,909 - mmaction - INFO - Epoch [171][680/940] lr: 1.014e-01, eta: 1 day, 13:07:32, time: 1.638, data_time: 0.006, memory: 9063, top1_acc: 0.4471, top5_acc: 0.6996, loss_cls: 2.4386, loss: 2.4386, grad_norm: 1.9254 2020-08-11 09:25:56,133 - mmaction - INFO - Epoch [171][700/940] lr: 1.014e-01, eta: 1 day, 13:07:03, time: 1.765, data_time: 0.007, memory: 9063, top1_acc: 0.4617, top5_acc: 0.6982, loss_cls: 2.3861, loss: 2.3861, grad_norm: 1.8767 2020-08-11 09:26:31,465 - mmaction - INFO - Epoch [171][720/940] lr: 1.014e-01, eta: 1 day, 13:06:34, time: 1.766, data_time: 0.005, memory: 9063, top1_acc: 0.4635, top5_acc: 0.6916, loss_cls: 2.3863, loss: 2.3863, grad_norm: 1.8912 2020-08-11 09:27:08,295 - mmaction - INFO - Epoch [171][740/940] lr: 1.014e-01, eta: 1 day, 13:06:07, time: 1.841, data_time: 0.005, memory: 9063, top1_acc: 0.4615, top5_acc: 0.7029, loss_cls: 2.3731, loss: 2.3731, grad_norm: 1.9161 2020-08-11 09:27:42,634 - mmaction - INFO - Epoch [171][760/940] lr: 1.014e-01, eta: 1 day, 13:05:36, time: 1.715, data_time: 0.006, memory: 9063, top1_acc: 0.4590, top5_acc: 0.7068, loss_cls: 2.3713, loss: 2.3713, grad_norm: 1.9322 2020-08-11 09:28:17,882 - mmaction - INFO - Epoch [171][780/940] lr: 1.014e-01, eta: 1 day, 13:05:06, time: 1.763, data_time: 0.006, memory: 9063, top1_acc: 0.4506, top5_acc: 0.6941, loss_cls: 2.4160, loss: 2.4160, grad_norm: 1.9309 2020-08-11 09:28:53,141 - mmaction - INFO - Epoch [171][800/940] lr: 1.014e-01, eta: 1 day, 13:04:37, time: 1.761, data_time: 0.008, memory: 9063, top1_acc: 0.4537, top5_acc: 0.7006, loss_cls: 2.4092, loss: 2.4092, grad_norm: 1.9085 2020-08-11 09:29:29,175 - mmaction - INFO - Epoch [171][820/940] lr: 1.014e-01, eta: 1 day, 13:04:09, time: 1.806, data_time: 0.006, memory: 9063, top1_acc: 0.4600, top5_acc: 0.7021, loss_cls: 2.3814, loss: 2.3814, grad_norm: 1.8618 2020-08-11 09:30:04,597 - mmaction - INFO - Epoch [171][840/940] lr: 1.014e-01, eta: 1 day, 13:03:39, time: 1.771, data_time: 0.005, memory: 9063, top1_acc: 0.4500, top5_acc: 0.7010, loss_cls: 2.4217, loss: 2.4217, grad_norm: 1.8997 2020-08-11 09:30:40,144 - mmaction - INFO - Epoch [171][860/940] lr: 1.014e-01, eta: 1 day, 13:03:10, time: 1.776, data_time: 0.002, memory: 9063, top1_acc: 0.4521, top5_acc: 0.6928, loss_cls: 2.4333, loss: 2.4333, grad_norm: 1.9601 2020-08-11 09:31:14,464 - mmaction - INFO - Epoch [171][880/940] lr: 1.014e-01, eta: 1 day, 13:02:39, time: 1.716, data_time: 0.005, memory: 9063, top1_acc: 0.4578, top5_acc: 0.6936, loss_cls: 2.4308, loss: 2.4308, grad_norm: 1.8938 2020-08-11 09:31:48,898 - mmaction - INFO - Epoch [171][900/940] lr: 1.014e-01, eta: 1 day, 13:02:08, time: 1.719, data_time: 0.005, memory: 9063, top1_acc: 0.4527, top5_acc: 0.6932, loss_cls: 2.4437, loss: 2.4437, grad_norm: 1.9327 2020-08-11 09:32:24,346 - mmaction - INFO - Epoch [171][920/940] lr: 1.014e-01, eta: 1 day, 13:01:38, time: 1.775, data_time: 0.007, memory: 9063, top1_acc: 0.4518, top5_acc: 0.6943, loss_cls: 2.4557, loss: 2.4557, grad_norm: 1.9143 2020-08-11 09:32:58,341 - mmaction - INFO - Epoch [171][940/940] lr: 1.014e-01, eta: 1 day, 13:01:06, time: 1.698, data_time: 0.007, memory: 9063, top1_acc: 0.4454, top5_acc: 0.6772, loss_cls: 2.4936, loss: 2.4936, grad_norm: 1.8826 2020-08-11 09:33:37,594 - mmaction - INFO - Epoch [172][20/940] lr: 9.929e-02, eta: 1 day, 13:00:44, time: 1.943, data_time: 0.521, memory: 9063, top1_acc: 0.4588, top5_acc: 0.6996, loss_cls: 2.4100, loss: 2.4100, grad_norm: 1.8728 2020-08-11 09:34:12,408 - mmaction - INFO - Epoch [172][40/940] lr: 9.929e-02, eta: 1 day, 13:00:13, time: 1.739, data_time: 0.005, memory: 9063, top1_acc: 0.4641, top5_acc: 0.7070, loss_cls: 2.3645, loss: 2.3645, grad_norm: 1.9246 2020-08-11 09:34:47,507 - mmaction - INFO - Epoch [172][60/940] lr: 9.929e-02, eta: 1 day, 12:59:43, time: 1.753, data_time: 0.006, memory: 9063, top1_acc: 0.4561, top5_acc: 0.7027, loss_cls: 2.3861, loss: 2.3861, grad_norm: 1.9123 2020-08-11 09:35:22,869 - mmaction - INFO - Epoch [172][80/940] lr: 9.929e-02, eta: 1 day, 12:59:14, time: 1.768, data_time: 0.007, memory: 9063, top1_acc: 0.4719, top5_acc: 0.7148, loss_cls: 2.3100, loss: 2.3100, grad_norm: 1.8822 2020-08-11 09:35:57,791 - mmaction - INFO - Epoch [172][100/940] lr: 9.929e-02, eta: 1 day, 12:58:44, time: 1.751, data_time: 0.007, memory: 9063, top1_acc: 0.4594, top5_acc: 0.7066, loss_cls: 2.3817, loss: 2.3817, grad_norm: 1.9446 2020-08-11 09:36:32,937 - mmaction - INFO - Epoch [172][120/940] lr: 9.929e-02, eta: 1 day, 12:58:14, time: 1.757, data_time: 0.006, memory: 9063, top1_acc: 0.4533, top5_acc: 0.6977, loss_cls: 2.4055, loss: 2.4055, grad_norm: 1.9114 2020-08-11 09:37:07,475 - mmaction - INFO - Epoch [172][140/940] lr: 9.929e-02, eta: 1 day, 12:57:43, time: 1.727, data_time: 0.005, memory: 9063, top1_acc: 0.4666, top5_acc: 0.7023, loss_cls: 2.3910, loss: 2.3910, grad_norm: 1.9054 2020-08-11 09:37:42,812 - mmaction - INFO - Epoch [172][160/940] lr: 9.929e-02, eta: 1 day, 12:57:13, time: 1.764, data_time: 0.005, memory: 9063, top1_acc: 0.4660, top5_acc: 0.7031, loss_cls: 2.3676, loss: 2.3676, grad_norm: 1.8956 2020-08-11 09:38:17,410 - mmaction - INFO - Epoch [172][180/940] lr: 9.929e-02, eta: 1 day, 12:56:42, time: 1.730, data_time: 0.006, memory: 9063, top1_acc: 0.4664, top5_acc: 0.7066, loss_cls: 2.3739, loss: 2.3739, grad_norm: 1.9051 2020-08-11 09:38:52,648 - mmaction - INFO - Epoch [172][200/940] lr: 9.929e-02, eta: 1 day, 12:56:13, time: 1.764, data_time: 0.008, memory: 9063, top1_acc: 0.4693, top5_acc: 0.7078, loss_cls: 2.3667, loss: 2.3667, grad_norm: 1.9078 2020-08-11 09:39:28,483 - mmaction - INFO - Epoch [172][220/940] lr: 9.929e-02, eta: 1 day, 12:55:44, time: 1.791, data_time: 0.003, memory: 9063, top1_acc: 0.4551, top5_acc: 0.7039, loss_cls: 2.3715, loss: 2.3715, grad_norm: 1.9423 2020-08-11 09:40:04,420 - mmaction - INFO - Epoch [172][240/940] lr: 9.929e-02, eta: 1 day, 12:55:16, time: 1.797, data_time: 0.007, memory: 9063, top1_acc: 0.4590, top5_acc: 0.7010, loss_cls: 2.4039, loss: 2.4039, grad_norm: 1.9059 2020-08-11 09:40:39,262 - mmaction - INFO - Epoch [172][260/940] lr: 9.929e-02, eta: 1 day, 12:54:45, time: 1.742, data_time: 0.005, memory: 9063, top1_acc: 0.4580, top5_acc: 0.7074, loss_cls: 2.3671, loss: 2.3671, grad_norm: 1.9042 2020-08-11 09:41:13,271 - mmaction - INFO - Epoch [172][280/940] lr: 9.929e-02, eta: 1 day, 12:54:13, time: 1.702, data_time: 0.004, memory: 9063, top1_acc: 0.4674, top5_acc: 0.7072, loss_cls: 2.3674, loss: 2.3674, grad_norm: 1.8975 2020-08-11 09:41:48,146 - mmaction - INFO - Epoch [172][300/940] lr: 9.929e-02, eta: 1 day, 12:53:43, time: 1.741, data_time: 0.005, memory: 9063, top1_acc: 0.4633, top5_acc: 0.7002, loss_cls: 2.3532, loss: 2.3532, grad_norm: 1.8909 2020-08-11 09:42:23,593 - mmaction - INFO - Epoch [172][320/940] lr: 9.929e-02, eta: 1 day, 12:53:13, time: 1.774, data_time: 0.005, memory: 9063, top1_acc: 0.4682, top5_acc: 0.6996, loss_cls: 2.3778, loss: 2.3778, grad_norm: 1.9320 2020-08-11 09:42:58,375 - mmaction - INFO - Epoch [172][340/940] lr: 9.929e-02, eta: 1 day, 12:52:43, time: 1.737, data_time: 0.007, memory: 9063, top1_acc: 0.4590, top5_acc: 0.7051, loss_cls: 2.3647, loss: 2.3647, grad_norm: 1.9408 2020-08-11 09:43:33,396 - mmaction - INFO - Epoch [172][360/940] lr: 9.929e-02, eta: 1 day, 12:52:13, time: 1.753, data_time: 0.006, memory: 9063, top1_acc: 0.4504, top5_acc: 0.6947, loss_cls: 2.4422, loss: 2.4422, grad_norm: 1.9143 2020-08-11 09:44:10,399 - mmaction - INFO - Epoch [172][380/940] lr: 9.929e-02, eta: 1 day, 12:51:46, time: 1.848, data_time: 0.005, memory: 9063, top1_acc: 0.4631, top5_acc: 0.6973, loss_cls: 2.4017, loss: 2.4017, grad_norm: 1.8991 2020-08-11 09:44:44,145 - mmaction - INFO - Epoch [172][400/940] lr: 9.929e-02, eta: 1 day, 12:51:14, time: 1.689, data_time: 0.006, memory: 9063, top1_acc: 0.4510, top5_acc: 0.6943, loss_cls: 2.4470, loss: 2.4470, grad_norm: 1.9177 2020-08-11 09:45:19,306 - mmaction - INFO - Epoch [172][420/940] lr: 9.929e-02, eta: 1 day, 12:50:44, time: 1.755, data_time: 0.005, memory: 9063, top1_acc: 0.4674, top5_acc: 0.6990, loss_cls: 2.3988, loss: 2.3988, grad_norm: 1.9224 2020-08-11 09:45:54,640 - mmaction - INFO - Epoch [172][440/940] lr: 9.929e-02, eta: 1 day, 12:50:14, time: 1.768, data_time: 0.006, memory: 9063, top1_acc: 0.4676, top5_acc: 0.7016, loss_cls: 2.3701, loss: 2.3701, grad_norm: 1.8896 2020-08-11 09:46:28,653 - mmaction - INFO - Epoch [172][460/940] lr: 9.929e-02, eta: 1 day, 12:49:42, time: 1.702, data_time: 0.007, memory: 9063, top1_acc: 0.4617, top5_acc: 0.6988, loss_cls: 2.3802, loss: 2.3802, grad_norm: 1.9179 2020-08-11 09:47:02,117 - mmaction - INFO - Epoch [172][480/940] lr: 9.929e-02, eta: 1 day, 12:49:09, time: 1.671, data_time: 0.006, memory: 9063, top1_acc: 0.4529, top5_acc: 0.6939, loss_cls: 2.4174, loss: 2.4174, grad_norm: 1.9235 2020-08-11 09:47:35,385 - mmaction - INFO - Epoch [172][500/940] lr: 9.929e-02, eta: 1 day, 12:48:35, time: 1.665, data_time: 0.006, memory: 9063, top1_acc: 0.4555, top5_acc: 0.6965, loss_cls: 2.4153, loss: 2.4153, grad_norm: 1.8500 2020-08-11 09:48:09,540 - mmaction - INFO - Epoch [172][520/940] lr: 9.929e-02, eta: 1 day, 12:48:03, time: 1.706, data_time: 0.005, memory: 9063, top1_acc: 0.4582, top5_acc: 0.6977, loss_cls: 2.3902, loss: 2.3902, grad_norm: 1.9196 2020-08-11 09:48:45,205 - mmaction - INFO - Epoch [172][540/940] lr: 9.929e-02, eta: 1 day, 12:47:34, time: 1.785, data_time: 0.005, memory: 9063, top1_acc: 0.4668, top5_acc: 0.7023, loss_cls: 2.3703, loss: 2.3703, grad_norm: 1.9077 2020-08-11 09:49:19,355 - mmaction - INFO - Epoch [172][560/940] lr: 9.929e-02, eta: 1 day, 12:47:02, time: 1.704, data_time: 0.005, memory: 9063, top1_acc: 0.4697, top5_acc: 0.7145, loss_cls: 2.3232, loss: 2.3232, grad_norm: 1.9107 2020-08-11 09:49:54,561 - mmaction - INFO - Epoch [172][580/940] lr: 9.929e-02, eta: 1 day, 12:46:33, time: 1.762, data_time: 0.006, memory: 9063, top1_acc: 0.4537, top5_acc: 0.6959, loss_cls: 2.4239, loss: 2.4239, grad_norm: 1.9088 2020-08-11 09:50:30,089 - mmaction - INFO - Epoch [172][600/940] lr: 9.929e-02, eta: 1 day, 12:46:03, time: 1.774, data_time: 0.007, memory: 9063, top1_acc: 0.4541, top5_acc: 0.7107, loss_cls: 2.3498, loss: 2.3498, grad_norm: 1.9626 2020-08-11 09:51:05,846 - mmaction - INFO - Epoch [172][620/940] lr: 9.929e-02, eta: 1 day, 12:45:34, time: 1.789, data_time: 0.007, memory: 9063, top1_acc: 0.4531, top5_acc: 0.6975, loss_cls: 2.4062, loss: 2.4062, grad_norm: 1.9637 2020-08-11 09:51:40,980 - mmaction - INFO - Epoch [172][640/940] lr: 9.929e-02, eta: 1 day, 12:45:05, time: 1.758, data_time: 0.007, memory: 9063, top1_acc: 0.4533, top5_acc: 0.6992, loss_cls: 2.4028, loss: 2.4028, grad_norm: 1.9035 2020-08-11 09:52:15,363 - mmaction - INFO - Epoch [172][660/940] lr: 9.929e-02, eta: 1 day, 12:44:33, time: 1.720, data_time: 0.005, memory: 9063, top1_acc: 0.4598, top5_acc: 0.7012, loss_cls: 2.3949, loss: 2.3949, grad_norm: 1.8957 2020-08-11 09:52:49,380 - mmaction - INFO - Epoch [172][680/940] lr: 9.929e-02, eta: 1 day, 12:44:01, time: 1.700, data_time: 0.007, memory: 9063, top1_acc: 0.4437, top5_acc: 0.6891, loss_cls: 2.4578, loss: 2.4578, grad_norm: 1.9812 2020-08-11 09:53:22,482 - mmaction - INFO - Epoch [172][700/940] lr: 9.929e-02, eta: 1 day, 12:43:27, time: 1.657, data_time: 0.007, memory: 9063, top1_acc: 0.4615, top5_acc: 0.6949, loss_cls: 2.4079, loss: 2.4079, grad_norm: 1.9004 2020-08-11 09:53:57,337 - mmaction - INFO - Epoch [172][720/940] lr: 9.929e-02, eta: 1 day, 12:42:56, time: 1.740, data_time: 0.004, memory: 9063, top1_acc: 0.4572, top5_acc: 0.7074, loss_cls: 2.3656, loss: 2.3656, grad_norm: 1.9384 2020-08-11 09:54:32,616 - mmaction - INFO - Epoch [172][740/940] lr: 9.929e-02, eta: 1 day, 12:42:27, time: 1.766, data_time: 0.006, memory: 9063, top1_acc: 0.4518, top5_acc: 0.7021, loss_cls: 2.3831, loss: 2.3831, grad_norm: 1.9394 2020-08-11 09:55:07,206 - mmaction - INFO - Epoch [172][760/940] lr: 9.929e-02, eta: 1 day, 12:41:56, time: 1.729, data_time: 0.005, memory: 9063, top1_acc: 0.4600, top5_acc: 0.6967, loss_cls: 2.4113, loss: 2.4113, grad_norm: 1.9344 2020-08-11 09:55:42,937 - mmaction - INFO - Epoch [172][780/940] lr: 9.929e-02, eta: 1 day, 12:41:27, time: 1.787, data_time: 0.002, memory: 9063, top1_acc: 0.4607, top5_acc: 0.6975, loss_cls: 2.4010, loss: 2.4010, grad_norm: 1.9222 2020-08-11 09:56:17,551 - mmaction - INFO - Epoch [172][800/940] lr: 9.929e-02, eta: 1 day, 12:40:56, time: 1.730, data_time: 0.005, memory: 9063, top1_acc: 0.4596, top5_acc: 0.6939, loss_cls: 2.4149, loss: 2.4149, grad_norm: 1.9305 2020-08-11 09:56:53,430 - mmaction - INFO - Epoch [172][820/940] lr: 9.929e-02, eta: 1 day, 12:40:27, time: 1.793, data_time: 0.004, memory: 9063, top1_acc: 0.4525, top5_acc: 0.7004, loss_cls: 2.4097, loss: 2.4097, grad_norm: 1.8753 2020-08-11 09:57:28,128 - mmaction - INFO - Epoch [172][840/940] lr: 9.929e-02, eta: 1 day, 12:39:56, time: 1.736, data_time: 0.005, memory: 9063, top1_acc: 0.4588, top5_acc: 0.7004, loss_cls: 2.3925, loss: 2.3925, grad_norm: 1.9441 2020-08-11 09:58:02,096 - mmaction - INFO - Epoch [172][860/940] lr: 9.929e-02, eta: 1 day, 12:39:24, time: 1.697, data_time: 0.005, memory: 9063, top1_acc: 0.4590, top5_acc: 0.6975, loss_cls: 2.4190, loss: 2.4190, grad_norm: 1.9021 2020-08-11 09:58:36,912 - mmaction - INFO - Epoch [172][880/940] lr: 9.929e-02, eta: 1 day, 12:38:53, time: 1.743, data_time: 0.005, memory: 9063, top1_acc: 0.4613, top5_acc: 0.6961, loss_cls: 2.4100, loss: 2.4100, grad_norm: 1.9530 2020-08-11 09:59:11,517 - mmaction - INFO - Epoch [172][900/940] lr: 9.929e-02, eta: 1 day, 12:38:22, time: 1.728, data_time: 0.005, memory: 9063, top1_acc: 0.4566, top5_acc: 0.7012, loss_cls: 2.4010, loss: 2.4010, grad_norm: 1.9300 2020-08-11 09:59:46,184 - mmaction - INFO - Epoch [172][920/940] lr: 9.929e-02, eta: 1 day, 12:37:51, time: 1.735, data_time: 0.007, memory: 9063, top1_acc: 0.4674, top5_acc: 0.7018, loss_cls: 2.3798, loss: 2.3798, grad_norm: 1.8727 2020-08-11 10:00:26,484 - mmaction - INFO - Epoch [172][940/940] lr: 9.929e-02, eta: 1 day, 12:37:31, time: 2.006, data_time: 0.007, memory: 9063, top1_acc: 0.4541, top5_acc: 0.7007, loss_cls: 2.3990, loss: 2.3990, grad_norm: 1.9767 2020-08-11 10:00:26,822 - mmaction - INFO - Saving checkpoint at 172 epochs 2020-08-11 10:01:09,790 - mmaction - INFO - Epoch [173][20/940] lr: 9.718e-02, eta: 1 day, 12:37:14, time: 2.106, data_time: 0.637, memory: 9063, top1_acc: 0.4631, top5_acc: 0.7031, loss_cls: 2.3683, loss: 2.3683, grad_norm: 1.9190 2020-08-11 10:01:41,569 - mmaction - INFO - Epoch [173][40/940] lr: 9.718e-02, eta: 1 day, 12:36:37, time: 1.589, data_time: 0.004, memory: 9063, top1_acc: 0.4588, top5_acc: 0.7004, loss_cls: 2.4063, loss: 2.4063, grad_norm: 1.9408 2020-08-11 10:02:15,851 - mmaction - INFO - Epoch [173][60/940] lr: 9.718e-02, eta: 1 day, 12:36:06, time: 1.714, data_time: 0.002, memory: 9063, top1_acc: 0.4678, top5_acc: 0.6982, loss_cls: 2.3856, loss: 2.3856, grad_norm: 1.9180 2020-08-11 10:02:50,980 - mmaction - INFO - Epoch [173][80/940] lr: 9.718e-02, eta: 1 day, 12:35:36, time: 1.754, data_time: 0.007, memory: 9063, top1_acc: 0.4658, top5_acc: 0.7061, loss_cls: 2.3521, loss: 2.3521, grad_norm: 1.9643 2020-08-11 10:03:25,383 - mmaction - INFO - Epoch [173][100/940] lr: 9.718e-02, eta: 1 day, 12:35:04, time: 1.718, data_time: 0.007, memory: 9063, top1_acc: 0.4678, top5_acc: 0.7023, loss_cls: 2.3693, loss: 2.3693, grad_norm: 1.8918 2020-08-11 10:03:59,000 - mmaction - INFO - Epoch [173][120/940] lr: 9.718e-02, eta: 1 day, 12:34:31, time: 1.683, data_time: 0.010, memory: 9063, top1_acc: 0.4674, top5_acc: 0.7051, loss_cls: 2.3843, loss: 2.3843, grad_norm: 1.9209 2020-08-11 10:04:34,501 - mmaction - INFO - Epoch [173][140/940] lr: 9.718e-02, eta: 1 day, 12:34:02, time: 1.777, data_time: 0.007, memory: 9063, top1_acc: 0.4783, top5_acc: 0.7139, loss_cls: 2.3008, loss: 2.3008, grad_norm: 1.9015 2020-08-11 10:05:08,826 - mmaction - INFO - Epoch [173][160/940] lr: 9.718e-02, eta: 1 day, 12:33:30, time: 1.713, data_time: 0.008, memory: 9063, top1_acc: 0.4574, top5_acc: 0.7070, loss_cls: 2.3866, loss: 2.3866, grad_norm: 1.9130 2020-08-11 10:05:43,091 - mmaction - INFO - Epoch [173][180/940] lr: 9.718e-02, eta: 1 day, 12:32:58, time: 1.717, data_time: 0.006, memory: 9063, top1_acc: 0.4689, top5_acc: 0.7070, loss_cls: 2.3615, loss: 2.3615, grad_norm: 1.9221 2020-08-11 10:06:18,891 - mmaction - INFO - Epoch [173][200/940] lr: 9.718e-02, eta: 1 day, 12:32:29, time: 1.786, data_time: 0.005, memory: 9063, top1_acc: 0.4689, top5_acc: 0.7088, loss_cls: 2.3491, loss: 2.3491, grad_norm: 1.9199 2020-08-11 10:06:53,432 - mmaction - INFO - Epoch [173][220/940] lr: 9.718e-02, eta: 1 day, 12:31:58, time: 1.731, data_time: 0.006, memory: 9063, top1_acc: 0.4617, top5_acc: 0.7002, loss_cls: 2.3948, loss: 2.3948, grad_norm: 1.9076 2020-08-11 10:07:28,992 - mmaction - INFO - Epoch [173][240/940] lr: 9.718e-02, eta: 1 day, 12:31:29, time: 1.776, data_time: 0.005, memory: 9063, top1_acc: 0.4498, top5_acc: 0.6930, loss_cls: 2.4368, loss: 2.4368, grad_norm: 1.9436 2020-08-11 10:08:02,894 - mmaction - INFO - Epoch [173][260/940] lr: 9.718e-02, eta: 1 day, 12:30:56, time: 1.697, data_time: 0.005, memory: 9063, top1_acc: 0.4637, top5_acc: 0.7006, loss_cls: 2.3809, loss: 2.3809, grad_norm: 1.8804 2020-08-11 10:08:38,900 - mmaction - INFO - Epoch [173][280/940] lr: 9.718e-02, eta: 1 day, 12:30:28, time: 1.799, data_time: 0.005, memory: 9063, top1_acc: 0.4590, top5_acc: 0.6959, loss_cls: 2.4243, loss: 2.4243, grad_norm: 1.9060 2020-08-11 10:09:12,562 - mmaction - INFO - Epoch [173][300/940] lr: 9.718e-02, eta: 1 day, 12:29:55, time: 1.685, data_time: 0.005, memory: 9063, top1_acc: 0.4574, top5_acc: 0.7094, loss_cls: 2.3445, loss: 2.3445, grad_norm: 1.9700 2020-08-11 10:09:47,599 - mmaction - INFO - Epoch [173][320/940] lr: 9.718e-02, eta: 1 day, 12:29:24, time: 1.748, data_time: 0.004, memory: 9063, top1_acc: 0.4545, top5_acc: 0.6934, loss_cls: 2.4163, loss: 2.4163, grad_norm: 1.8833 2020-08-11 10:10:23,056 - mmaction - INFO - Epoch [173][340/940] lr: 9.718e-02, eta: 1 day, 12:28:55, time: 1.775, data_time: 0.007, memory: 9063, top1_acc: 0.4619, top5_acc: 0.7158, loss_cls: 2.3494, loss: 2.3494, grad_norm: 1.9661 2020-08-11 10:10:57,358 - mmaction - INFO - Epoch [173][360/940] lr: 9.718e-02, eta: 1 day, 12:28:23, time: 1.716, data_time: 0.006, memory: 9063, top1_acc: 0.4686, top5_acc: 0.7111, loss_cls: 2.3598, loss: 2.3598, grad_norm: 1.9491 2020-08-11 10:11:31,714 - mmaction - INFO - Epoch [173][380/940] lr: 9.718e-02, eta: 1 day, 12:27:52, time: 1.717, data_time: 0.006, memory: 9063, top1_acc: 0.4641, top5_acc: 0.7037, loss_cls: 2.3865, loss: 2.3865, grad_norm: 1.9544 2020-08-11 10:12:06,541 - mmaction - INFO - Epoch [173][400/940] lr: 9.718e-02, eta: 1 day, 12:27:21, time: 1.742, data_time: 0.005, memory: 9063, top1_acc: 0.4684, top5_acc: 0.7113, loss_cls: 2.3291, loss: 2.3291, grad_norm: 1.9246 2020-08-11 10:12:42,230 - mmaction - INFO - Epoch [173][420/940] lr: 9.718e-02, eta: 1 day, 12:26:52, time: 1.784, data_time: 0.002, memory: 9063, top1_acc: 0.4555, top5_acc: 0.6959, loss_cls: 2.3966, loss: 2.3966, grad_norm: 1.9253 2020-08-11 10:13:16,475 - mmaction - INFO - Epoch [173][440/940] lr: 9.718e-02, eta: 1 day, 12:26:20, time: 1.712, data_time: 0.004, memory: 9063, top1_acc: 0.4602, top5_acc: 0.7057, loss_cls: 2.3675, loss: 2.3675, grad_norm: 1.9238 2020-08-11 10:13:50,840 - mmaction - INFO - Epoch [173][460/940] lr: 9.718e-02, eta: 1 day, 12:25:48, time: 1.719, data_time: 0.005, memory: 9063, top1_acc: 0.4557, top5_acc: 0.6977, loss_cls: 2.4147, loss: 2.4147, grad_norm: 1.9378 2020-08-11 10:14:25,292 - mmaction - INFO - Epoch [173][480/940] lr: 9.718e-02, eta: 1 day, 12:25:17, time: 1.721, data_time: 0.006, memory: 9063, top1_acc: 0.4572, top5_acc: 0.7119, loss_cls: 2.3901, loss: 2.3901, grad_norm: 1.9158 2020-08-11 10:14:59,678 - mmaction - INFO - Epoch [173][500/940] lr: 9.718e-02, eta: 1 day, 12:24:45, time: 1.720, data_time: 0.005, memory: 9063, top1_acc: 0.4574, top5_acc: 0.7000, loss_cls: 2.3899, loss: 2.3899, grad_norm: 1.9264 2020-08-11 10:15:33,745 - mmaction - INFO - Epoch [173][520/940] lr: 9.718e-02, eta: 1 day, 12:24:13, time: 1.702, data_time: 0.006, memory: 9063, top1_acc: 0.4621, top5_acc: 0.7049, loss_cls: 2.3498, loss: 2.3498, grad_norm: 1.9175 2020-08-11 10:16:07,583 - mmaction - INFO - Epoch [173][540/940] lr: 9.718e-02, eta: 1 day, 12:23:40, time: 1.694, data_time: 0.007, memory: 9063, top1_acc: 0.4650, top5_acc: 0.7037, loss_cls: 2.3560, loss: 2.3560, grad_norm: 1.9268 2020-08-11 10:16:42,827 - mmaction - INFO - Epoch [173][560/940] lr: 9.718e-02, eta: 1 day, 12:23:10, time: 1.762, data_time: 0.005, memory: 9063, top1_acc: 0.4564, top5_acc: 0.7012, loss_cls: 2.3997, loss: 2.3997, grad_norm: 1.9472 2020-08-11 10:17:16,933 - mmaction - INFO - Epoch [173][580/940] lr: 9.718e-02, eta: 1 day, 12:22:38, time: 1.705, data_time: 0.005, memory: 9063, top1_acc: 0.4680, top5_acc: 0.7102, loss_cls: 2.3173, loss: 2.3173, grad_norm: 1.9177 2020-08-11 10:17:51,467 - mmaction - INFO - Epoch [173][600/940] lr: 9.718e-02, eta: 1 day, 12:22:07, time: 1.726, data_time: 0.005, memory: 9063, top1_acc: 0.4576, top5_acc: 0.7092, loss_cls: 2.3829, loss: 2.3829, grad_norm: 1.9437 2020-08-11 10:18:26,655 - mmaction - INFO - Epoch [173][620/940] lr: 9.718e-02, eta: 1 day, 12:21:37, time: 1.762, data_time: 0.005, memory: 9063, top1_acc: 0.4574, top5_acc: 0.6979, loss_cls: 2.3787, loss: 2.3787, grad_norm: 1.9216 2020-08-11 10:19:02,625 - mmaction - INFO - Epoch [173][640/940] lr: 9.718e-02, eta: 1 day, 12:21:08, time: 1.797, data_time: 0.005, memory: 9063, top1_acc: 0.4721, top5_acc: 0.7037, loss_cls: 2.3448, loss: 2.3448, grad_norm: 1.9354 2020-08-11 10:19:37,136 - mmaction - INFO - Epoch [173][660/940] lr: 9.718e-02, eta: 1 day, 12:20:37, time: 1.727, data_time: 0.005, memory: 9063, top1_acc: 0.4615, top5_acc: 0.7041, loss_cls: 2.3797, loss: 2.3797, grad_norm: 1.9111 2020-08-11 10:20:11,858 - mmaction - INFO - Epoch [173][680/940] lr: 9.718e-02, eta: 1 day, 12:20:06, time: 1.731, data_time: 0.005, memory: 9063, top1_acc: 0.4547, top5_acc: 0.6996, loss_cls: 2.4016, loss: 2.4016, grad_norm: 1.9570 2020-08-11 10:20:47,307 - mmaction - INFO - Epoch [173][700/940] lr: 9.718e-02, eta: 1 day, 12:19:36, time: 1.777, data_time: 0.007, memory: 9063, top1_acc: 0.4607, top5_acc: 0.7006, loss_cls: 2.3739, loss: 2.3739, grad_norm: 1.9373 2020-08-11 10:21:21,376 - mmaction - INFO - Epoch [173][720/940] lr: 9.718e-02, eta: 1 day, 12:19:04, time: 1.702, data_time: 0.005, memory: 9063, top1_acc: 0.4625, top5_acc: 0.7012, loss_cls: 2.3944, loss: 2.3944, grad_norm: 1.9297 2020-08-11 10:21:55,622 - mmaction - INFO - Epoch [173][740/940] lr: 9.718e-02, eta: 1 day, 12:18:32, time: 1.711, data_time: 0.005, memory: 9063, top1_acc: 0.4650, top5_acc: 0.7037, loss_cls: 2.3932, loss: 2.3932, grad_norm: 1.8963 2020-08-11 10:22:30,162 - mmaction - INFO - Epoch [173][760/940] lr: 9.718e-02, eta: 1 day, 12:18:01, time: 1.731, data_time: 0.007, memory: 9063, top1_acc: 0.4705, top5_acc: 0.7053, loss_cls: 2.3992, loss: 2.3992, grad_norm: 1.8925 2020-08-11 10:23:05,376 - mmaction - INFO - Epoch [173][780/940] lr: 9.718e-02, eta: 1 day, 12:17:31, time: 1.759, data_time: 0.005, memory: 9063, top1_acc: 0.4662, top5_acc: 0.7090, loss_cls: 2.3275, loss: 2.3275, grad_norm: 1.9303 2020-08-11 10:23:39,843 - mmaction - INFO - Epoch [173][800/940] lr: 9.718e-02, eta: 1 day, 12:16:59, time: 1.724, data_time: 0.007, memory: 9063, top1_acc: 0.4580, top5_acc: 0.6963, loss_cls: 2.4254, loss: 2.4254, grad_norm: 1.9300 2020-08-11 10:24:14,286 - mmaction - INFO - Epoch [173][820/940] lr: 9.718e-02, eta: 1 day, 12:16:28, time: 1.722, data_time: 0.005, memory: 9063, top1_acc: 0.4629, top5_acc: 0.7029, loss_cls: 2.3763, loss: 2.3763, grad_norm: 1.9486 2020-08-11 10:24:48,725 - mmaction - INFO - Epoch [173][840/940] lr: 9.718e-02, eta: 1 day, 12:15:56, time: 1.723, data_time: 0.005, memory: 9063, top1_acc: 0.4635, top5_acc: 0.7047, loss_cls: 2.3759, loss: 2.3759, grad_norm: 1.9554 2020-08-11 10:25:24,155 - mmaction - INFO - Epoch [173][860/940] lr: 9.718e-02, eta: 1 day, 12:15:26, time: 1.769, data_time: 0.005, memory: 9063, top1_acc: 0.4521, top5_acc: 0.6930, loss_cls: 2.4075, loss: 2.4075, grad_norm: 1.9327 2020-08-11 10:25:57,912 - mmaction - INFO - Epoch [173][880/940] lr: 9.718e-02, eta: 1 day, 12:14:54, time: 1.690, data_time: 0.007, memory: 9063, top1_acc: 0.4602, top5_acc: 0.6984, loss_cls: 2.3971, loss: 2.3971, grad_norm: 1.9527 2020-08-11 10:26:32,670 - mmaction - INFO - Epoch [173][900/940] lr: 9.718e-02, eta: 1 day, 12:14:22, time: 1.735, data_time: 0.006, memory: 9063, top1_acc: 0.4674, top5_acc: 0.6975, loss_cls: 2.3751, loss: 2.3751, grad_norm: 1.9512 2020-08-11 10:27:06,833 - mmaction - INFO - Epoch [173][920/940] lr: 9.718e-02, eta: 1 day, 12:13:51, time: 1.712, data_time: 0.007, memory: 9063, top1_acc: 0.4643, top5_acc: 0.7033, loss_cls: 2.3881, loss: 2.3881, grad_norm: 1.9430 2020-08-11 10:27:40,219 - mmaction - INFO - Epoch [173][940/940] lr: 9.718e-02, eta: 1 day, 12:13:17, time: 1.668, data_time: 0.005, memory: 9063, top1_acc: 0.4700, top5_acc: 0.7013, loss_cls: 2.3634, loss: 2.3634, grad_norm: 1.9366 2020-08-11 10:28:22,212 - mmaction - INFO - Epoch [174][20/940] lr: 9.508e-02, eta: 1 day, 12:12:59, time: 2.077, data_time: 0.392, memory: 9063, top1_acc: 0.4648, top5_acc: 0.7049, loss_cls: 2.3779, loss: 2.3779, grad_norm: 1.9149 2020-08-11 10:28:56,209 - mmaction - INFO - Epoch [174][40/940] lr: 9.508e-02, eta: 1 day, 12:12:26, time: 1.703, data_time: 0.007, memory: 9063, top1_acc: 0.4699, top5_acc: 0.7174, loss_cls: 2.3466, loss: 2.3466, grad_norm: 1.9246 2020-08-11 10:29:29,356 - mmaction - INFO - Epoch [174][60/940] lr: 9.508e-02, eta: 1 day, 12:11:52, time: 1.658, data_time: 0.003, memory: 9063, top1_acc: 0.4822, top5_acc: 0.7277, loss_cls: 2.2720, loss: 2.2720, grad_norm: 1.9024 2020-08-11 10:30:02,716 - mmaction - INFO - Epoch [174][80/940] lr: 9.508e-02, eta: 1 day, 12:11:19, time: 1.667, data_time: 0.004, memory: 9063, top1_acc: 0.4568, top5_acc: 0.7045, loss_cls: 2.3894, loss: 2.3894, grad_norm: 1.9797 2020-08-11 10:30:35,837 - mmaction - INFO - Epoch [174][100/940] lr: 9.508e-02, eta: 1 day, 12:10:45, time: 1.656, data_time: 0.005, memory: 9063, top1_acc: 0.4582, top5_acc: 0.6965, loss_cls: 2.3909, loss: 2.3909, grad_norm: 1.9099 2020-08-11 10:31:10,996 - mmaction - INFO - Epoch [174][120/940] lr: 9.508e-02, eta: 1 day, 12:10:14, time: 1.757, data_time: 0.005, memory: 9063, top1_acc: 0.4699, top5_acc: 0.7035, loss_cls: 2.3484, loss: 2.3484, grad_norm: 1.9135 2020-08-11 10:31:44,667 - mmaction - INFO - Epoch [174][140/940] lr: 9.508e-02, eta: 1 day, 12:09:42, time: 1.685, data_time: 0.005, memory: 9063, top1_acc: 0.4803, top5_acc: 0.7150, loss_cls: 2.3054, loss: 2.3054, grad_norm: 1.9656 2020-08-11 10:32:19,862 - mmaction - INFO - Epoch [174][160/940] lr: 9.508e-02, eta: 1 day, 12:09:11, time: 1.759, data_time: 0.005, memory: 9063, top1_acc: 0.4637, top5_acc: 0.7162, loss_cls: 2.3481, loss: 2.3481, grad_norm: 1.9241 2020-08-11 10:32:54,811 - mmaction - INFO - Epoch [174][180/940] lr: 9.508e-02, eta: 1 day, 12:08:41, time: 1.748, data_time: 0.005, memory: 9063, top1_acc: 0.4623, top5_acc: 0.6992, loss_cls: 2.3576, loss: 2.3576, grad_norm: 1.9239 2020-08-11 10:33:29,309 - mmaction - INFO - Epoch [174][200/940] lr: 9.508e-02, eta: 1 day, 12:08:09, time: 1.725, data_time: 0.003, memory: 9063, top1_acc: 0.4570, top5_acc: 0.7006, loss_cls: 2.3836, loss: 2.3836, grad_norm: 1.9544 2020-08-11 10:34:03,713 - mmaction - INFO - Epoch [174][220/940] lr: 9.508e-02, eta: 1 day, 12:07:37, time: 1.717, data_time: 0.006, memory: 9063, top1_acc: 0.4648, top5_acc: 0.6949, loss_cls: 2.3764, loss: 2.3764, grad_norm: 1.9369 2020-08-11 10:34:38,327 - mmaction - INFO - Epoch [174][240/940] lr: 9.508e-02, eta: 1 day, 12:07:06, time: 1.734, data_time: 0.007, memory: 9063, top1_acc: 0.4727, top5_acc: 0.7107, loss_cls: 2.3200, loss: 2.3200, grad_norm: 1.9604 2020-08-11 10:35:13,062 - mmaction - INFO - Epoch [174][260/940] lr: 9.508e-02, eta: 1 day, 12:06:35, time: 1.735, data_time: 0.008, memory: 9063, top1_acc: 0.4568, top5_acc: 0.7088, loss_cls: 2.3671, loss: 2.3671, grad_norm: 1.9814 2020-08-11 10:35:48,231 - mmaction - INFO - Epoch [174][280/940] lr: 9.508e-02, eta: 1 day, 12:06:05, time: 1.761, data_time: 0.007, memory: 9063, top1_acc: 0.4637, top5_acc: 0.7002, loss_cls: 2.3803, loss: 2.3803, grad_norm: 1.9595 2020-08-11 10:36:22,969 - mmaction - INFO - Epoch [174][300/940] lr: 9.508e-02, eta: 1 day, 12:05:34, time: 1.734, data_time: 0.004, memory: 9063, top1_acc: 0.4709, top5_acc: 0.7076, loss_cls: 2.3284, loss: 2.3284, grad_norm: 1.9330 2020-08-11 10:36:57,978 - mmaction - INFO - Epoch [174][320/940] lr: 9.508e-02, eta: 1 day, 12:05:03, time: 1.753, data_time: 0.006, memory: 9063, top1_acc: 0.4666, top5_acc: 0.7127, loss_cls: 2.3419, loss: 2.3419, grad_norm: 1.9834 2020-08-11 10:37:32,578 - mmaction - INFO - Epoch [174][340/940] lr: 9.508e-02, eta: 1 day, 12:04:32, time: 1.729, data_time: 0.006, memory: 9063, top1_acc: 0.4559, top5_acc: 0.7043, loss_cls: 2.3616, loss: 2.3616, grad_norm: 1.9732 2020-08-11 10:38:07,052 - mmaction - INFO - Epoch [174][360/940] lr: 9.508e-02, eta: 1 day, 12:04:00, time: 1.723, data_time: 0.005, memory: 9063, top1_acc: 0.4588, top5_acc: 0.7061, loss_cls: 2.3850, loss: 2.3850, grad_norm: 1.9621 2020-08-11 10:38:39,908 - mmaction - INFO - Epoch [174][380/940] lr: 9.508e-02, eta: 1 day, 12:03:26, time: 1.644, data_time: 0.005, memory: 9063, top1_acc: 0.4748, top5_acc: 0.7182, loss_cls: 2.3063, loss: 2.3063, grad_norm: 1.9625 2020-08-11 10:39:14,384 - mmaction - INFO - Epoch [174][400/940] lr: 9.508e-02, eta: 1 day, 12:02:54, time: 1.724, data_time: 0.006, memory: 9063, top1_acc: 0.4623, top5_acc: 0.7010, loss_cls: 2.4024, loss: 2.4024, grad_norm: 1.9458 2020-08-11 10:39:49,135 - mmaction - INFO - Epoch [174][420/940] lr: 9.508e-02, eta: 1 day, 12:02:23, time: 1.738, data_time: 0.005, memory: 9063, top1_acc: 0.4623, top5_acc: 0.7051, loss_cls: 2.3703, loss: 2.3703, grad_norm: 1.9533 2020-08-11 10:40:25,287 - mmaction - INFO - Epoch [174][440/940] lr: 9.508e-02, eta: 1 day, 12:01:55, time: 1.805, data_time: 0.004, memory: 9063, top1_acc: 0.4617, top5_acc: 0.7082, loss_cls: 2.3563, loss: 2.3563, grad_norm: 1.9130 2020-08-11 10:41:00,134 - mmaction - INFO - Epoch [174][460/940] lr: 9.508e-02, eta: 1 day, 12:01:24, time: 1.745, data_time: 0.006, memory: 9063, top1_acc: 0.4721, top5_acc: 0.7104, loss_cls: 2.3215, loss: 2.3215, grad_norm: 1.9325 2020-08-11 10:41:34,290 - mmaction - INFO - Epoch [174][480/940] lr: 9.508e-02, eta: 1 day, 12:00:52, time: 1.707, data_time: 0.002, memory: 9063, top1_acc: 0.4672, top5_acc: 0.6996, loss_cls: 2.3726, loss: 2.3726, grad_norm: 1.9581 2020-08-11 10:42:09,658 - mmaction - INFO - Epoch [174][500/940] lr: 9.508e-02, eta: 1 day, 12:00:22, time: 1.767, data_time: 0.005, memory: 9063, top1_acc: 0.4609, top5_acc: 0.6967, loss_cls: 2.4000, loss: 2.4000, grad_norm: 1.9726 2020-08-11 10:42:44,217 - mmaction - INFO - Epoch [174][520/940] lr: 9.508e-02, eta: 1 day, 11:59:50, time: 1.730, data_time: 0.007, memory: 9063, top1_acc: 0.4572, top5_acc: 0.6945, loss_cls: 2.4357, loss: 2.4357, grad_norm: 1.9694 2020-08-11 10:43:18,508 - mmaction - INFO - Epoch [174][540/940] lr: 9.508e-02, eta: 1 day, 11:59:18, time: 1.712, data_time: 0.006, memory: 9063, top1_acc: 0.4637, top5_acc: 0.7037, loss_cls: 2.3735, loss: 2.3735, grad_norm: 1.9431 2020-08-11 10:43:53,118 - mmaction - INFO - Epoch [174][560/940] lr: 9.508e-02, eta: 1 day, 11:58:47, time: 1.732, data_time: 0.007, memory: 9063, top1_acc: 0.4779, top5_acc: 0.7072, loss_cls: 2.3531, loss: 2.3531, grad_norm: 1.9146 2020-08-11 10:44:27,553 - mmaction - INFO - Epoch [174][580/940] lr: 9.508e-02, eta: 1 day, 11:58:15, time: 1.720, data_time: 0.006, memory: 9063, top1_acc: 0.4664, top5_acc: 0.7074, loss_cls: 2.3690, loss: 2.3690, grad_norm: 1.9391 2020-08-11 10:45:03,189 - mmaction - INFO - Epoch [174][600/940] lr: 9.508e-02, eta: 1 day, 11:57:46, time: 1.784, data_time: 0.006, memory: 9063, top1_acc: 0.4596, top5_acc: 0.6982, loss_cls: 2.4178, loss: 2.4178, grad_norm: 1.9632 2020-08-11 10:45:38,189 - mmaction - INFO - Epoch [174][620/940] lr: 9.508e-02, eta: 1 day, 11:57:15, time: 1.750, data_time: 0.004, memory: 9063, top1_acc: 0.4682, top5_acc: 0.7088, loss_cls: 2.3398, loss: 2.3398, grad_norm: 1.9685 2020-08-11 10:46:13,992 - mmaction - INFO - Epoch [174][640/940] lr: 9.508e-02, eta: 1 day, 11:56:46, time: 1.788, data_time: 0.021, memory: 9063, top1_acc: 0.4758, top5_acc: 0.7084, loss_cls: 2.3356, loss: 2.3356, grad_norm: 1.9399 2020-08-11 10:46:48,609 - mmaction - INFO - Epoch [174][660/940] lr: 9.508e-02, eta: 1 day, 11:56:15, time: 1.732, data_time: 0.005, memory: 9063, top1_acc: 0.4734, top5_acc: 0.7148, loss_cls: 2.3154, loss: 2.3154, grad_norm: 1.9509 2020-08-11 10:47:24,553 - mmaction - INFO - Epoch [174][680/940] lr: 9.508e-02, eta: 1 day, 11:55:46, time: 1.797, data_time: 0.005, memory: 9063, top1_acc: 0.4721, top5_acc: 0.7037, loss_cls: 2.3564, loss: 2.3564, grad_norm: 1.9380 2020-08-11 10:47:59,118 - mmaction - INFO - Epoch [174][700/940] lr: 9.508e-02, eta: 1 day, 11:55:14, time: 1.729, data_time: 0.005, memory: 9063, top1_acc: 0.4668, top5_acc: 0.7064, loss_cls: 2.3780, loss: 2.3780, grad_norm: 1.9660 2020-08-11 10:48:33,384 - mmaction - INFO - Epoch [174][720/940] lr: 9.508e-02, eta: 1 day, 11:54:42, time: 1.710, data_time: 0.006, memory: 9063, top1_acc: 0.4623, top5_acc: 0.6943, loss_cls: 2.4073, loss: 2.4073, grad_norm: 1.9601 2020-08-11 10:49:08,150 - mmaction - INFO - Epoch [174][740/940] lr: 9.508e-02, eta: 1 day, 11:54:11, time: 1.742, data_time: 0.007, memory: 9063, top1_acc: 0.4607, top5_acc: 0.7082, loss_cls: 2.3889, loss: 2.3889, grad_norm: 1.9318 2020-08-11 10:49:40,739 - mmaction - INFO - Epoch [174][760/940] lr: 9.508e-02, eta: 1 day, 11:53:36, time: 1.628, data_time: 0.002, memory: 9063, top1_acc: 0.4439, top5_acc: 0.6879, loss_cls: 2.4399, loss: 2.4399, grad_norm: 1.9934 2020-08-11 10:50:15,603 - mmaction - INFO - Epoch [174][780/940] lr: 9.508e-02, eta: 1 day, 11:53:05, time: 1.743, data_time: 0.006, memory: 9063, top1_acc: 0.4541, top5_acc: 0.6910, loss_cls: 2.4316, loss: 2.4316, grad_norm: 1.9472 2020-08-11 10:50:50,675 - mmaction - INFO - Epoch [174][800/940] lr: 9.508e-02, eta: 1 day, 11:52:35, time: 1.754, data_time: 0.004, memory: 9063, top1_acc: 0.4592, top5_acc: 0.7000, loss_cls: 2.3758, loss: 2.3758, grad_norm: 1.9382 2020-08-11 10:51:26,772 - mmaction - INFO - Epoch [174][820/940] lr: 9.508e-02, eta: 1 day, 11:52:06, time: 1.800, data_time: 0.005, memory: 9063, top1_acc: 0.4602, top5_acc: 0.6906, loss_cls: 2.4337, loss: 2.4337, grad_norm: 1.9742 2020-08-11 10:52:01,099 - mmaction - INFO - Epoch [174][840/940] lr: 9.508e-02, eta: 1 day, 11:51:34, time: 1.717, data_time: 0.008, memory: 9063, top1_acc: 0.4578, top5_acc: 0.6947, loss_cls: 2.4364, loss: 2.4364, grad_norm: 1.9466 2020-08-11 10:52:36,058 - mmaction - INFO - Epoch [174][860/940] lr: 9.508e-02, eta: 1 day, 11:51:03, time: 1.751, data_time: 0.010, memory: 9063, top1_acc: 0.4617, top5_acc: 0.7004, loss_cls: 2.3923, loss: 2.3923, grad_norm: 1.9057 2020-08-11 10:53:11,593 - mmaction - INFO - Epoch [174][880/940] lr: 9.508e-02, eta: 1 day, 11:50:34, time: 1.775, data_time: 0.005, memory: 9063, top1_acc: 0.4672, top5_acc: 0.7000, loss_cls: 2.3782, loss: 2.3782, grad_norm: 1.9483 2020-08-11 10:53:45,602 - mmaction - INFO - Epoch [174][900/940] lr: 9.508e-02, eta: 1 day, 11:50:01, time: 1.701, data_time: 0.008, memory: 9063, top1_acc: 0.4678, top5_acc: 0.7115, loss_cls: 2.3286, loss: 2.3286, grad_norm: 1.9452 2020-08-11 10:54:19,937 - mmaction - INFO - Epoch [174][920/940] lr: 9.508e-02, eta: 1 day, 11:49:29, time: 1.718, data_time: 0.006, memory: 9063, top1_acc: 0.4635, top5_acc: 0.7100, loss_cls: 2.3587, loss: 2.3587, grad_norm: 1.9628 2020-08-11 10:54:53,809 - mmaction - INFO - Epoch [174][940/940] lr: 9.508e-02, eta: 1 day, 11:48:57, time: 1.692, data_time: 0.006, memory: 9063, top1_acc: 0.4478, top5_acc: 0.6851, loss_cls: 2.4756, loss: 2.4756, grad_norm: 1.9993 2020-08-11 10:55:34,597 - mmaction - INFO - Epoch [175][20/940] lr: 9.300e-02, eta: 1 day, 11:48:36, time: 2.020, data_time: 0.446, memory: 9063, top1_acc: 0.4715, top5_acc: 0.7131, loss_cls: 2.3351, loss: 2.3351, grad_norm: 1.9630 2020-08-11 10:56:06,991 - mmaction - INFO - Epoch [175][40/940] lr: 9.300e-02, eta: 1 day, 11:48:00, time: 1.620, data_time: 0.006, memory: 9063, top1_acc: 0.4678, top5_acc: 0.7158, loss_cls: 2.3307, loss: 2.3307, grad_norm: 1.9432 2020-08-11 10:56:39,915 - mmaction - INFO - Epoch [175][60/940] lr: 9.300e-02, eta: 1 day, 11:47:26, time: 1.648, data_time: 0.005, memory: 9063, top1_acc: 0.4676, top5_acc: 0.7025, loss_cls: 2.3473, loss: 2.3473, grad_norm: 1.9821 2020-08-11 10:57:14,320 - mmaction - INFO - Epoch [175][80/940] lr: 9.300e-02, eta: 1 day, 11:46:54, time: 1.716, data_time: 0.005, memory: 9063, top1_acc: 0.4777, top5_acc: 0.7123, loss_cls: 2.3415, loss: 2.3415, grad_norm: 1.9452 2020-08-11 10:57:50,180 - mmaction - INFO - Epoch [175][100/940] lr: 9.300e-02, eta: 1 day, 11:46:25, time: 1.797, data_time: 0.007, memory: 9063, top1_acc: 0.4672, top5_acc: 0.7066, loss_cls: 2.3542, loss: 2.3542, grad_norm: 1.9316 2020-08-11 10:58:24,134 - mmaction - INFO - Epoch [175][120/940] lr: 9.300e-02, eta: 1 day, 11:45:52, time: 1.697, data_time: 0.006, memory: 9063, top1_acc: 0.4801, top5_acc: 0.7107, loss_cls: 2.3030, loss: 2.3030, grad_norm: 1.9153 2020-08-11 10:58:56,757 - mmaction - INFO - Epoch [175][140/940] lr: 9.300e-02, eta: 1 day, 11:45:17, time: 1.632, data_time: 0.005, memory: 9063, top1_acc: 0.4621, top5_acc: 0.6973, loss_cls: 2.3910, loss: 2.3910, grad_norm: 1.9500 2020-08-11 10:59:32,138 - mmaction - INFO - Epoch [175][160/940] lr: 9.300e-02, eta: 1 day, 11:44:47, time: 1.764, data_time: 0.002, memory: 9063, top1_acc: 0.4697, top5_acc: 0.7080, loss_cls: 2.3515, loss: 2.3515, grad_norm: 1.9602 2020-08-11 11:00:15,594 - mmaction - INFO - Epoch [175][180/940] lr: 9.300e-02, eta: 1 day, 11:44:31, time: 2.172, data_time: 0.023, memory: 9063, top1_acc: 0.4609, top5_acc: 0.7055, loss_cls: 2.3870, loss: 2.3870, grad_norm: 1.9648 2020-08-11 11:00:45,339 - mmaction - INFO - Epoch [175][200/940] lr: 9.300e-02, eta: 1 day, 11:43:52, time: 1.493, data_time: 0.035, memory: 9063, top1_acc: 0.4654, top5_acc: 0.7102, loss_cls: 2.4057, loss: 2.4057, grad_norm: 1.9818 2020-08-11 11:01:18,486 - mmaction - INFO - Epoch [175][220/940] lr: 9.300e-02, eta: 1 day, 11:43:17, time: 1.656, data_time: 0.004, memory: 9063, top1_acc: 0.4717, top5_acc: 0.7156, loss_cls: 2.3219, loss: 2.3219, grad_norm: 1.9449 2020-08-11 11:01:53,438 - mmaction - INFO - Epoch [175][240/940] lr: 9.300e-02, eta: 1 day, 11:42:47, time: 1.747, data_time: 0.004, memory: 9063, top1_acc: 0.4707, top5_acc: 0.7104, loss_cls: 2.3132, loss: 2.3132, grad_norm: 1.9488 2020-08-11 11:02:29,290 - mmaction - INFO - Epoch [175][260/940] lr: 9.300e-02, eta: 1 day, 11:42:17, time: 1.792, data_time: 0.005, memory: 9063, top1_acc: 0.4688, top5_acc: 0.7047, loss_cls: 2.3525, loss: 2.3525, grad_norm: 1.9771 2020-08-11 11:03:04,194 - mmaction - INFO - Epoch [175][280/940] lr: 9.300e-02, eta: 1 day, 11:41:46, time: 1.745, data_time: 0.005, memory: 9063, top1_acc: 0.4609, top5_acc: 0.7006, loss_cls: 2.3802, loss: 2.3802, grad_norm: 1.9840 2020-08-11 11:03:38,353 - mmaction - INFO - Epoch [175][300/940] lr: 9.300e-02, eta: 1 day, 11:41:14, time: 1.708, data_time: 0.005, memory: 9063, top1_acc: 0.4629, top5_acc: 0.7021, loss_cls: 2.3720, loss: 2.3720, grad_norm: 1.9784 2020-08-11 11:04:13,754 - mmaction - INFO - Epoch [175][320/940] lr: 9.300e-02, eta: 1 day, 11:40:44, time: 1.771, data_time: 0.005, memory: 9063, top1_acc: 0.4576, top5_acc: 0.6910, loss_cls: 2.4244, loss: 2.4244, grad_norm: 1.9613 2020-08-11 11:04:49,217 - mmaction - INFO - Epoch [175][340/940] lr: 9.300e-02, eta: 1 day, 11:40:14, time: 1.773, data_time: 0.003, memory: 9063, top1_acc: 0.4672, top5_acc: 0.7182, loss_cls: 2.3097, loss: 2.3097, grad_norm: 1.9493 2020-08-11 11:05:23,968 - mmaction - INFO - Epoch [175][360/940] lr: 9.300e-02, eta: 1 day, 11:39:43, time: 1.733, data_time: 0.005, memory: 9063, top1_acc: 0.4783, top5_acc: 0.7145, loss_cls: 2.3151, loss: 2.3151, grad_norm: 1.9381 2020-08-11 11:05:58,407 - mmaction - INFO - Epoch [175][380/940] lr: 9.300e-02, eta: 1 day, 11:39:11, time: 1.726, data_time: 0.007, memory: 9063, top1_acc: 0.4705, top5_acc: 0.7037, loss_cls: 2.3605, loss: 2.3605, grad_norm: 1.9745 2020-08-11 11:06:34,059 - mmaction - INFO - Epoch [175][400/940] lr: 9.300e-02, eta: 1 day, 11:38:42, time: 1.780, data_time: 0.005, memory: 9063, top1_acc: 0.4777, top5_acc: 0.7051, loss_cls: 2.3339, loss: 2.3339, grad_norm: 1.9726 2020-08-11 11:07:09,945 - mmaction - INFO - Epoch [175][420/940] lr: 9.300e-02, eta: 1 day, 11:38:12, time: 1.797, data_time: 0.007, memory: 9063, top1_acc: 0.4686, top5_acc: 0.7078, loss_cls: 2.3699, loss: 2.3699, grad_norm: 1.9953 2020-08-11 11:07:43,917 - mmaction - INFO - Epoch [175][440/940] lr: 9.300e-02, eta: 1 day, 11:37:40, time: 1.697, data_time: 0.005, memory: 9063, top1_acc: 0.4588, top5_acc: 0.6957, loss_cls: 2.3948, loss: 2.3948, grad_norm: 1.9907 2020-08-11 11:08:18,493 - mmaction - INFO - Epoch [175][460/940] lr: 9.300e-02, eta: 1 day, 11:37:08, time: 1.731, data_time: 0.006, memory: 9063, top1_acc: 0.4701, top5_acc: 0.7049, loss_cls: 2.3595, loss: 2.3595, grad_norm: 1.9449 2020-08-11 11:08:53,607 - mmaction - INFO - Epoch [175][480/940] lr: 9.300e-02, eta: 1 day, 11:36:38, time: 1.755, data_time: 0.006, memory: 9063, top1_acc: 0.4660, top5_acc: 0.7039, loss_cls: 2.3577, loss: 2.3577, grad_norm: 1.9078 2020-08-11 11:09:28,839 - mmaction - INFO - Epoch [175][500/940] lr: 9.300e-02, eta: 1 day, 11:36:07, time: 1.760, data_time: 0.002, memory: 9063, top1_acc: 0.4619, top5_acc: 0.7178, loss_cls: 2.3438, loss: 2.3438, grad_norm: 1.9822 2020-08-11 11:10:03,481 - mmaction - INFO - Epoch [175][520/940] lr: 9.300e-02, eta: 1 day, 11:35:36, time: 1.734, data_time: 0.007, memory: 9063, top1_acc: 0.4652, top5_acc: 0.7076, loss_cls: 2.3761, loss: 2.3761, grad_norm: 1.9788 2020-08-11 11:10:38,632 - mmaction - INFO - Epoch [175][540/940] lr: 9.300e-02, eta: 1 day, 11:35:05, time: 1.756, data_time: 0.003, memory: 9063, top1_acc: 0.4686, top5_acc: 0.7123, loss_cls: 2.3300, loss: 2.3300, grad_norm: 1.9378 2020-08-11 11:11:13,622 - mmaction - INFO - Epoch [175][560/940] lr: 9.300e-02, eta: 1 day, 11:34:34, time: 1.748, data_time: 0.007, memory: 9063, top1_acc: 0.4611, top5_acc: 0.7055, loss_cls: 2.3660, loss: 2.3660, grad_norm: 1.9976 2020-08-11 11:11:47,615 - mmaction - INFO - Epoch [175][580/940] lr: 9.300e-02, eta: 1 day, 11:34:02, time: 1.704, data_time: 0.006, memory: 9063, top1_acc: 0.4684, top5_acc: 0.7100, loss_cls: 2.3424, loss: 2.3424, grad_norm: 1.9644 2020-08-11 11:12:23,477 - mmaction - INFO - Epoch [175][600/940] lr: 9.300e-02, eta: 1 day, 11:33:33, time: 1.791, data_time: 0.005, memory: 9063, top1_acc: 0.4605, top5_acc: 0.7078, loss_cls: 2.3915, loss: 2.3915, grad_norm: 1.9786 2020-08-11 11:12:53,954 - mmaction - INFO - Epoch [175][620/940] lr: 9.300e-02, eta: 1 day, 11:32:54, time: 1.524, data_time: 0.006, memory: 9063, top1_acc: 0.4662, top5_acc: 0.7080, loss_cls: 2.3390, loss: 2.3390, grad_norm: 1.9378 2020-08-11 11:13:27,117 - mmaction - INFO - Epoch [175][640/940] lr: 9.300e-02, eta: 1 day, 11:32:20, time: 1.660, data_time: 0.007, memory: 9063, top1_acc: 0.4715, top5_acc: 0.7145, loss_cls: 2.3269, loss: 2.3269, grad_norm: 1.9826 2020-08-11 11:14:02,498 - mmaction - INFO - Epoch [175][660/940] lr: 9.300e-02, eta: 1 day, 11:31:50, time: 1.767, data_time: 0.005, memory: 9063, top1_acc: 0.4650, top5_acc: 0.7104, loss_cls: 2.3739, loss: 2.3739, grad_norm: 1.9637 2020-08-11 11:14:37,564 - mmaction - INFO - Epoch [175][680/940] lr: 9.300e-02, eta: 1 day, 11:31:19, time: 1.755, data_time: 0.007, memory: 9063, top1_acc: 0.4598, top5_acc: 0.7051, loss_cls: 2.3808, loss: 2.3808, grad_norm: 1.9703 2020-08-11 11:15:13,966 - mmaction - INFO - Epoch [175][700/940] lr: 9.300e-02, eta: 1 day, 11:30:51, time: 1.819, data_time: 0.005, memory: 9063, top1_acc: 0.4648, top5_acc: 0.7082, loss_cls: 2.3531, loss: 2.3531, grad_norm: 1.9499 2020-08-11 11:15:48,084 - mmaction - INFO - Epoch [175][720/940] lr: 9.300e-02, eta: 1 day, 11:30:18, time: 1.707, data_time: 0.007, memory: 9063, top1_acc: 0.4539, top5_acc: 0.6904, loss_cls: 2.4409, loss: 2.4409, grad_norm: 1.9773 2020-08-11 11:16:23,089 - mmaction - INFO - Epoch [175][740/940] lr: 9.300e-02, eta: 1 day, 11:29:47, time: 1.749, data_time: 0.005, memory: 9063, top1_acc: 0.4650, top5_acc: 0.7146, loss_cls: 2.3438, loss: 2.3438, grad_norm: 1.9943 2020-08-11 11:16:58,027 - mmaction - INFO - Epoch [175][760/940] lr: 9.300e-02, eta: 1 day, 11:29:16, time: 1.748, data_time: 0.006, memory: 9063, top1_acc: 0.4604, top5_acc: 0.7070, loss_cls: 2.3535, loss: 2.3535, grad_norm: 1.9636 2020-08-11 11:17:33,737 - mmaction - INFO - Epoch [175][780/940] lr: 9.300e-02, eta: 1 day, 11:28:47, time: 1.783, data_time: 0.006, memory: 9063, top1_acc: 0.4551, top5_acc: 0.7000, loss_cls: 2.3990, loss: 2.3990, grad_norm: 1.9923 2020-08-11 11:18:08,493 - mmaction - INFO - Epoch [175][800/940] lr: 9.300e-02, eta: 1 day, 11:28:16, time: 1.740, data_time: 0.008, memory: 9063, top1_acc: 0.4652, top5_acc: 0.7021, loss_cls: 2.3668, loss: 2.3668, grad_norm: 1.9605 2020-08-11 11:18:43,627 - mmaction - INFO - Epoch [175][820/940] lr: 9.300e-02, eta: 1 day, 11:27:45, time: 1.753, data_time: 0.006, memory: 9063, top1_acc: 0.4590, top5_acc: 0.6943, loss_cls: 2.4184, loss: 2.4184, grad_norm: 1.9269 2020-08-11 11:19:18,733 - mmaction - INFO - Epoch [175][840/940] lr: 9.300e-02, eta: 1 day, 11:27:14, time: 1.759, data_time: 0.007, memory: 9063, top1_acc: 0.4664, top5_acc: 0.7184, loss_cls: 2.3048, loss: 2.3048, grad_norm: 1.9117 2020-08-11 11:19:54,430 - mmaction - INFO - Epoch [175][860/940] lr: 9.300e-02, eta: 1 day, 11:26:45, time: 1.784, data_time: 0.005, memory: 9063, top1_acc: 0.4586, top5_acc: 0.7049, loss_cls: 2.4120, loss: 2.4120, grad_norm: 1.9697 2020-08-11 11:20:29,381 - mmaction - INFO - Epoch [175][880/940] lr: 9.300e-02, eta: 1 day, 11:26:14, time: 1.745, data_time: 0.005, memory: 9063, top1_acc: 0.4568, top5_acc: 0.7023, loss_cls: 2.3949, loss: 2.3949, grad_norm: 1.9553 2020-08-11 11:21:03,892 - mmaction - INFO - Epoch [175][900/940] lr: 9.300e-02, eta: 1 day, 11:25:42, time: 1.728, data_time: 0.007, memory: 9063, top1_acc: 0.4709, top5_acc: 0.7096, loss_cls: 2.3495, loss: 2.3495, grad_norm: 1.9786 2020-08-11 11:21:37,212 - mmaction - INFO - Epoch [175][920/940] lr: 9.300e-02, eta: 1 day, 11:25:08, time: 1.666, data_time: 0.005, memory: 9063, top1_acc: 0.4617, top5_acc: 0.7084, loss_cls: 2.3786, loss: 2.3786, grad_norm: 1.9754 2020-08-11 11:22:10,205 - mmaction - INFO - Epoch [175][940/940] lr: 9.300e-02, eta: 1 day, 11:24:34, time: 1.648, data_time: 0.006, memory: 9063, top1_acc: 0.4623, top5_acc: 0.7043, loss_cls: 2.3818, loss: 2.3818, grad_norm: 1.9626 2020-08-11 11:22:52,872 - mmaction - INFO - Epoch [176][20/940] lr: 9.094e-02, eta: 1 day, 11:24:16, time: 2.117, data_time: 0.634, memory: 9063, top1_acc: 0.4760, top5_acc: 0.7184, loss_cls: 2.2845, loss: 2.2845, grad_norm: 1.9435 2020-08-11 11:23:25,057 - mmaction - INFO - Epoch [176][40/940] lr: 9.094e-02, eta: 1 day, 11:23:40, time: 1.612, data_time: 0.005, memory: 9063, top1_acc: 0.4734, top5_acc: 0.7078, loss_cls: 2.3395, loss: 2.3395, grad_norm: 1.9700 2020-08-11 11:23:59,852 - mmaction - INFO - Epoch [176][60/940] lr: 9.094e-02, eta: 1 day, 11:23:09, time: 1.737, data_time: 0.004, memory: 9063, top1_acc: 0.4680, top5_acc: 0.7166, loss_cls: 2.3341, loss: 2.3341, grad_norm: 2.0066 2020-08-11 11:24:34,948 - mmaction - INFO - Epoch [176][80/940] lr: 9.094e-02, eta: 1 day, 11:22:38, time: 1.758, data_time: 0.006, memory: 9063, top1_acc: 0.4736, top5_acc: 0.7080, loss_cls: 2.3420, loss: 2.3420, grad_norm: 2.0051 2020-08-11 11:25:10,363 - mmaction - INFO - Epoch [176][100/940] lr: 9.094e-02, eta: 1 day, 11:22:08, time: 1.770, data_time: 0.007, memory: 9063, top1_acc: 0.4580, top5_acc: 0.7172, loss_cls: 2.3646, loss: 2.3646, grad_norm: 1.9656 2020-08-11 11:25:46,000 - mmaction - INFO - Epoch [176][120/940] lr: 9.094e-02, eta: 1 day, 11:21:38, time: 1.779, data_time: 0.002, memory: 9063, top1_acc: 0.4641, top5_acc: 0.7041, loss_cls: 2.3906, loss: 2.3906, grad_norm: 1.9690 2020-08-11 11:26:19,359 - mmaction - INFO - Epoch [176][140/940] lr: 9.094e-02, eta: 1 day, 11:21:04, time: 1.670, data_time: 0.007, memory: 9063, top1_acc: 0.4693, top5_acc: 0.7076, loss_cls: 2.3498, loss: 2.3498, grad_norm: 1.9383 2020-08-11 11:26:52,962 - mmaction - INFO - Epoch [176][160/940] lr: 9.094e-02, eta: 1 day, 11:20:31, time: 1.677, data_time: 0.005, memory: 9063, top1_acc: 0.4699, top5_acc: 0.7098, loss_cls: 2.3350, loss: 2.3350, grad_norm: 1.9673 2020-08-11 11:27:28,847 - mmaction - INFO - Epoch [176][180/940] lr: 9.094e-02, eta: 1 day, 11:20:02, time: 1.797, data_time: 0.007, memory: 9063, top1_acc: 0.4670, top5_acc: 0.7072, loss_cls: 2.3484, loss: 2.3484, grad_norm: 1.9748 2020-08-11 11:28:03,581 - mmaction - INFO - Epoch [176][200/940] lr: 9.094e-02, eta: 1 day, 11:19:30, time: 1.735, data_time: 0.005, memory: 9063, top1_acc: 0.4695, top5_acc: 0.7164, loss_cls: 2.3267, loss: 2.3267, grad_norm: 1.9709 2020-08-11 11:28:39,545 - mmaction - INFO - Epoch [176][220/940] lr: 9.094e-02, eta: 1 day, 11:19:01, time: 1.800, data_time: 0.006, memory: 9063, top1_acc: 0.4715, top5_acc: 0.7109, loss_cls: 2.3279, loss: 2.3279, grad_norm: 1.9870 2020-08-11 11:29:15,305 - mmaction - INFO - Epoch [176][240/940] lr: 9.094e-02, eta: 1 day, 11:18:31, time: 1.786, data_time: 0.005, memory: 9063, top1_acc: 0.4656, top5_acc: 0.7061, loss_cls: 2.3900, loss: 2.3900, grad_norm: 1.9910 2020-08-11 11:29:50,322 - mmaction - INFO - Epoch [176][260/940] lr: 9.094e-02, eta: 1 day, 11:18:00, time: 1.752, data_time: 0.005, memory: 9063, top1_acc: 0.4697, top5_acc: 0.7125, loss_cls: 2.3393, loss: 2.3393, grad_norm: 1.9771 2020-08-11 11:30:25,360 - mmaction - INFO - Epoch [176][280/940] lr: 9.094e-02, eta: 1 day, 11:17:29, time: 1.749, data_time: 0.006, memory: 9063, top1_acc: 0.4594, top5_acc: 0.7072, loss_cls: 2.3764, loss: 2.3764, grad_norm: 1.9477 2020-08-11 11:31:01,628 - mmaction - INFO - Epoch [176][300/940] lr: 9.094e-02, eta: 1 day, 11:17:01, time: 1.816, data_time: 0.007, memory: 9063, top1_acc: 0.4723, top5_acc: 0.7033, loss_cls: 2.3378, loss: 2.3378, grad_norm: 1.9686 2020-08-11 11:31:37,072 - mmaction - INFO - Epoch [176][320/940] lr: 9.094e-02, eta: 1 day, 11:16:31, time: 1.771, data_time: 0.005, memory: 9063, top1_acc: 0.4678, top5_acc: 0.7178, loss_cls: 2.3235, loss: 2.3235, grad_norm: 2.0231 2020-08-11 11:32:12,004 - mmaction - INFO - Epoch [176][340/940] lr: 9.094e-02, eta: 1 day, 11:15:59, time: 1.748, data_time: 0.005, memory: 9063, top1_acc: 0.4801, top5_acc: 0.7201, loss_cls: 2.3015, loss: 2.3015, grad_norm: 1.9944 2020-08-11 11:32:46,700 - mmaction - INFO - Epoch [176][360/940] lr: 9.094e-02, eta: 1 day, 11:15:28, time: 1.733, data_time: 0.003, memory: 9063, top1_acc: 0.4578, top5_acc: 0.6990, loss_cls: 2.3865, loss: 2.3865, grad_norm: 1.9933 2020-08-11 11:33:20,143 - mmaction - INFO - Epoch [176][380/940] lr: 9.094e-02, eta: 1 day, 11:14:54, time: 1.673, data_time: 0.006, memory: 9063, top1_acc: 0.4803, top5_acc: 0.7205, loss_cls: 2.2890, loss: 2.2890, grad_norm: 1.9525 2020-08-11 11:33:55,487 - mmaction - INFO - Epoch [176][400/940] lr: 9.094e-02, eta: 1 day, 11:14:24, time: 1.762, data_time: 0.005, memory: 9063, top1_acc: 0.4627, top5_acc: 0.7039, loss_cls: 2.3679, loss: 2.3679, grad_norm: 2.0047 2020-08-11 11:34:30,592 - mmaction - INFO - Epoch [176][420/940] lr: 9.094e-02, eta: 1 day, 11:13:53, time: 1.760, data_time: 0.008, memory: 9063, top1_acc: 0.4721, top5_acc: 0.7172, loss_cls: 2.3271, loss: 2.3271, grad_norm: 2.0102 2020-08-11 11:35:06,274 - mmaction - INFO - Epoch [176][440/940] lr: 9.094e-02, eta: 1 day, 11:13:24, time: 1.785, data_time: 0.005, memory: 9063, top1_acc: 0.4674, top5_acc: 0.7102, loss_cls: 2.3446, loss: 2.3446, grad_norm: 1.9876 2020-08-11 11:35:40,115 - mmaction - INFO - Epoch [176][460/940] lr: 9.094e-02, eta: 1 day, 11:12:51, time: 1.692, data_time: 0.002, memory: 9063, top1_acc: 0.4658, top5_acc: 0.7045, loss_cls: 2.3703, loss: 2.3703, grad_norm: 1.9806 2020-08-11 11:36:16,022 - mmaction - INFO - Epoch [176][480/940] lr: 9.094e-02, eta: 1 day, 11:12:21, time: 1.795, data_time: 0.002, memory: 9063, top1_acc: 0.4584, top5_acc: 0.6959, loss_cls: 2.3977, loss: 2.3977, grad_norm: 2.0027 2020-08-11 11:36:52,202 - mmaction - INFO - Epoch [176][500/940] lr: 9.094e-02, eta: 1 day, 11:11:52, time: 1.807, data_time: 0.006, memory: 9063, top1_acc: 0.4658, top5_acc: 0.7082, loss_cls: 2.3413, loss: 2.3413, grad_norm: 1.9892 2020-08-11 11:37:26,423 - mmaction - INFO - Epoch [176][520/940] lr: 9.094e-02, eta: 1 day, 11:11:20, time: 1.714, data_time: 0.007, memory: 9063, top1_acc: 0.4619, top5_acc: 0.7033, loss_cls: 2.3560, loss: 2.3560, grad_norm: 1.9485 2020-08-11 11:38:02,314 - mmaction - INFO - Epoch [176][540/940] lr: 9.094e-02, eta: 1 day, 11:10:50, time: 1.793, data_time: 0.005, memory: 9063, top1_acc: 0.4699, top5_acc: 0.7059, loss_cls: 2.3561, loss: 2.3561, grad_norm: 1.9707 2020-08-11 11:38:36,616 - mmaction - INFO - Epoch [176][560/940] lr: 9.094e-02, eta: 1 day, 11:10:18, time: 1.717, data_time: 0.005, memory: 9063, top1_acc: 0.4736, top5_acc: 0.7064, loss_cls: 2.3308, loss: 2.3308, grad_norm: 1.9895 2020-08-11 11:39:11,766 - mmaction - INFO - Epoch [176][580/940] lr: 9.094e-02, eta: 1 day, 11:09:47, time: 1.756, data_time: 0.005, memory: 9063, top1_acc: 0.4613, top5_acc: 0.7043, loss_cls: 2.4137, loss: 2.4137, grad_norm: 1.9886 2020-08-11 11:39:46,792 - mmaction - INFO - Epoch [176][600/940] lr: 9.094e-02, eta: 1 day, 11:09:17, time: 1.753, data_time: 0.007, memory: 9063, top1_acc: 0.4621, top5_acc: 0.7113, loss_cls: 2.3670, loss: 2.3670, grad_norm: 1.9488 2020-08-11 11:40:21,303 - mmaction - INFO - Epoch [176][620/940] lr: 9.094e-02, eta: 1 day, 11:08:45, time: 1.723, data_time: 0.005, memory: 9063, top1_acc: 0.4723, top5_acc: 0.7205, loss_cls: 2.2835, loss: 2.2835, grad_norm: 1.9677 2020-08-11 11:40:56,271 - mmaction - INFO - Epoch [176][640/940] lr: 9.094e-02, eta: 1 day, 11:08:14, time: 1.749, data_time: 0.006, memory: 9063, top1_acc: 0.4725, top5_acc: 0.7082, loss_cls: 2.3413, loss: 2.3413, grad_norm: 2.0262 2020-08-11 11:41:32,013 - mmaction - INFO - Epoch [176][660/940] lr: 9.094e-02, eta: 1 day, 11:07:44, time: 1.787, data_time: 0.005, memory: 9063, top1_acc: 0.4674, top5_acc: 0.7055, loss_cls: 2.3730, loss: 2.3730, grad_norm: 1.9685 2020-08-11 11:42:07,938 - mmaction - INFO - Epoch [176][680/940] lr: 9.094e-02, eta: 1 day, 11:07:14, time: 1.796, data_time: 0.006, memory: 9063, top1_acc: 0.4641, top5_acc: 0.7014, loss_cls: 2.3713, loss: 2.3713, grad_norm: 1.9444 2020-08-11 11:42:42,748 - mmaction - INFO - Epoch [176][700/940] lr: 9.094e-02, eta: 1 day, 11:06:43, time: 1.743, data_time: 0.006, memory: 9063, top1_acc: 0.4646, top5_acc: 0.7123, loss_cls: 2.3478, loss: 2.3478, grad_norm: 1.9715 2020-08-11 11:43:18,500 - mmaction - INFO - Epoch [176][720/940] lr: 9.094e-02, eta: 1 day, 11:06:13, time: 1.787, data_time: 0.004, memory: 9063, top1_acc: 0.4635, top5_acc: 0.7037, loss_cls: 2.3746, loss: 2.3746, grad_norm: 2.0055 2020-08-11 11:43:53,778 - mmaction - INFO - Epoch [176][740/940] lr: 9.094e-02, eta: 1 day, 11:05:43, time: 1.762, data_time: 0.006, memory: 9063, top1_acc: 0.4721, top5_acc: 0.7152, loss_cls: 2.3362, loss: 2.3362, grad_norm: 2.0437 2020-08-11 11:44:29,680 - mmaction - INFO - Epoch [176][760/940] lr: 9.094e-02, eta: 1 day, 11:05:13, time: 1.797, data_time: 0.006, memory: 9063, top1_acc: 0.4715, top5_acc: 0.7043, loss_cls: 2.3452, loss: 2.3452, grad_norm: 1.9945 2020-08-11 11:45:04,153 - mmaction - INFO - Epoch [176][780/940] lr: 9.094e-02, eta: 1 day, 11:04:41, time: 1.723, data_time: 0.005, memory: 9063, top1_acc: 0.4613, top5_acc: 0.7041, loss_cls: 2.3619, loss: 2.3619, grad_norm: 1.9796 2020-08-11 11:45:39,848 - mmaction - INFO - Epoch [176][800/940] lr: 9.094e-02, eta: 1 day, 11:04:12, time: 1.785, data_time: 0.005, memory: 9063, top1_acc: 0.4549, top5_acc: 0.7053, loss_cls: 2.3743, loss: 2.3743, grad_norm: 1.9614 2020-08-11 11:46:12,396 - mmaction - INFO - Epoch [176][820/940] lr: 9.094e-02, eta: 1 day, 11:03:36, time: 1.627, data_time: 0.006, memory: 9063, top1_acc: 0.4598, top5_acc: 0.7010, loss_cls: 2.3887, loss: 2.3887, grad_norm: 2.0044 2020-08-11 11:46:49,105 - mmaction - INFO - Epoch [176][840/940] lr: 9.094e-02, eta: 1 day, 11:03:08, time: 1.836, data_time: 0.004, memory: 9063, top1_acc: 0.4771, top5_acc: 0.7094, loss_cls: 2.3320, loss: 2.3320, grad_norm: 1.9820 2020-08-11 11:47:23,904 - mmaction - INFO - Epoch [176][860/940] lr: 9.094e-02, eta: 1 day, 11:02:37, time: 1.737, data_time: 0.007, memory: 9063, top1_acc: 0.4789, top5_acc: 0.7209, loss_cls: 2.2879, loss: 2.2879, grad_norm: 1.9900 2020-08-11 11:47:59,742 - mmaction - INFO - Epoch [176][880/940] lr: 9.094e-02, eta: 1 day, 11:02:07, time: 1.795, data_time: 0.006, memory: 9063, top1_acc: 0.4709, top5_acc: 0.7102, loss_cls: 2.3491, loss: 2.3491, grad_norm: 2.0159 2020-08-11 11:48:34,752 - mmaction - INFO - Epoch [176][900/940] lr: 9.094e-02, eta: 1 day, 11:01:36, time: 1.746, data_time: 0.004, memory: 9063, top1_acc: 0.4600, top5_acc: 0.6971, loss_cls: 2.3886, loss: 2.3886, grad_norm: 1.9440 2020-08-11 11:49:09,318 - mmaction - INFO - Epoch [176][920/940] lr: 9.094e-02, eta: 1 day, 11:01:04, time: 1.729, data_time: 0.007, memory: 9063, top1_acc: 0.4682, top5_acc: 0.7168, loss_cls: 2.3441, loss: 2.3441, grad_norm: 1.9926 2020-08-11 11:49:42,814 - mmaction - INFO - Epoch [176][940/940] lr: 9.094e-02, eta: 1 day, 11:00:31, time: 1.676, data_time: 0.007, memory: 9063, top1_acc: 0.4584, top5_acc: 0.7007, loss_cls: 2.4206, loss: 2.4206, grad_norm: 2.0276 2020-08-11 11:49:43,050 - mmaction - INFO - Saving checkpoint at 176 epochs 2020-08-11 11:50:23,641 - mmaction - INFO - Epoch [177][20/940] lr: 8.889e-02, eta: 1 day, 11:00:06, time: 1.939, data_time: 0.363, memory: 9063, top1_acc: 0.4678, top5_acc: 0.7158, loss_cls: 2.3024, loss: 2.3024, grad_norm: 1.9624 2020-08-11 11:50:55,294 - mmaction - INFO - Epoch [177][40/940] lr: 8.889e-02, eta: 1 day, 10:59:29, time: 1.581, data_time: 0.007, memory: 9063, top1_acc: 0.4744, top5_acc: 0.7178, loss_cls: 2.2934, loss: 2.2934, grad_norm: 1.9631 2020-08-11 11:51:29,045 - mmaction - INFO - Epoch [177][60/940] lr: 8.889e-02, eta: 1 day, 10:58:56, time: 1.688, data_time: 0.009, memory: 9063, top1_acc: 0.4701, top5_acc: 0.7063, loss_cls: 2.3421, loss: 2.3421, grad_norm: 2.0084 2020-08-11 11:52:02,292 - mmaction - INFO - Epoch [177][80/940] lr: 8.889e-02, eta: 1 day, 10:58:22, time: 1.666, data_time: 0.006, memory: 9063, top1_acc: 0.4781, top5_acc: 0.7154, loss_cls: 2.3077, loss: 2.3077, grad_norm: 2.0130 2020-08-11 11:52:37,945 - mmaction - INFO - Epoch [177][100/940] lr: 8.889e-02, eta: 1 day, 10:57:52, time: 1.781, data_time: 0.005, memory: 9063, top1_acc: 0.4695, top5_acc: 0.7119, loss_cls: 2.3261, loss: 2.3261, grad_norm: 2.0011 2020-08-11 11:53:13,197 - mmaction - INFO - Epoch [177][120/940] lr: 8.889e-02, eta: 1 day, 10:57:22, time: 1.763, data_time: 0.005, memory: 9063, top1_acc: 0.4693, top5_acc: 0.7166, loss_cls: 2.3160, loss: 2.3160, grad_norm: 1.9912 2020-08-11 11:53:49,802 - mmaction - INFO - Epoch [177][140/940] lr: 8.889e-02, eta: 1 day, 10:56:53, time: 1.829, data_time: 0.005, memory: 9063, top1_acc: 0.4668, top5_acc: 0.7039, loss_cls: 2.3511, loss: 2.3511, grad_norm: 2.0062 2020-08-11 11:54:25,452 - mmaction - INFO - Epoch [177][160/940] lr: 8.889e-02, eta: 1 day, 10:56:23, time: 1.780, data_time: 0.006, memory: 9063, top1_acc: 0.4539, top5_acc: 0.6998, loss_cls: 2.4002, loss: 2.4002, grad_norm: 2.0064 2020-08-11 11:55:00,929 - mmaction - INFO - Epoch [177][180/940] lr: 8.889e-02, eta: 1 day, 10:55:53, time: 1.779, data_time: 0.008, memory: 9063, top1_acc: 0.4760, top5_acc: 0.7035, loss_cls: 2.3497, loss: 2.3497, grad_norm: 1.9935 2020-08-11 11:55:36,594 - mmaction - INFO - Epoch [177][200/940] lr: 8.889e-02, eta: 1 day, 10:55:23, time: 1.779, data_time: 0.007, memory: 9063, top1_acc: 0.4762, top5_acc: 0.7080, loss_cls: 2.3225, loss: 2.3225, grad_norm: 1.9827 2020-08-11 11:56:12,447 - mmaction - INFO - Epoch [177][220/940] lr: 8.889e-02, eta: 1 day, 10:54:53, time: 1.797, data_time: 0.006, memory: 9063, top1_acc: 0.4803, top5_acc: 0.7186, loss_cls: 2.3204, loss: 2.3204, grad_norm: 1.9851 2020-08-11 11:56:48,027 - mmaction - INFO - Epoch [177][240/940] lr: 8.889e-02, eta: 1 day, 10:54:23, time: 1.778, data_time: 0.005, memory: 9063, top1_acc: 0.4695, top5_acc: 0.7143, loss_cls: 2.3224, loss: 2.3224, grad_norm: 2.0004 2020-08-11 11:57:22,879 - mmaction - INFO - Epoch [177][260/940] lr: 8.889e-02, eta: 1 day, 10:53:52, time: 1.743, data_time: 0.005, memory: 9063, top1_acc: 0.4713, top5_acc: 0.7131, loss_cls: 2.3146, loss: 2.3146, grad_norm: 1.9736 2020-08-11 11:57:56,845 - mmaction - INFO - Epoch [177][280/940] lr: 8.889e-02, eta: 1 day, 10:53:19, time: 1.697, data_time: 0.007, memory: 9063, top1_acc: 0.4678, top5_acc: 0.7129, loss_cls: 2.3156, loss: 2.3156, grad_norm: 2.0187 2020-08-11 11:58:29,191 - mmaction - INFO - Epoch [177][300/940] lr: 8.889e-02, eta: 1 day, 10:52:44, time: 1.618, data_time: 0.005, memory: 9063, top1_acc: 0.4576, top5_acc: 0.6969, loss_cls: 2.3848, loss: 2.3848, grad_norm: 2.0025 2020-08-11 11:59:03,534 - mmaction - INFO - Epoch [177][320/940] lr: 8.889e-02, eta: 1 day, 10:52:11, time: 1.714, data_time: 0.006, memory: 9063, top1_acc: 0.4602, top5_acc: 0.6945, loss_cls: 2.3870, loss: 2.3870, grad_norm: 1.9773 2020-08-11 11:59:35,791 - mmaction - INFO - Epoch [177][340/940] lr: 8.889e-02, eta: 1 day, 10:51:36, time: 1.617, data_time: 0.007, memory: 9063, top1_acc: 0.4732, top5_acc: 0.7133, loss_cls: 2.3089, loss: 2.3089, grad_norm: 1.9774 2020-08-11 12:00:17,408 - mmaction - INFO - Epoch [177][360/940] lr: 8.889e-02, eta: 1 day, 10:51:15, time: 2.066, data_time: 0.006, memory: 9063, top1_acc: 0.4680, top5_acc: 0.7111, loss_cls: 2.3159, loss: 2.3159, grad_norm: 2.0199 2020-08-11 12:00:47,551 - mmaction - INFO - Epoch [177][380/940] lr: 8.889e-02, eta: 1 day, 10:50:37, time: 1.521, data_time: 0.037, memory: 9063, top1_acc: 0.4748, top5_acc: 0.7131, loss_cls: 2.3230, loss: 2.3230, grad_norm: 1.9911 2020-08-11 12:01:20,494 - mmaction - INFO - Epoch [177][400/940] lr: 8.889e-02, eta: 1 day, 10:50:02, time: 1.646, data_time: 0.006, memory: 9063, top1_acc: 0.4584, top5_acc: 0.7107, loss_cls: 2.3639, loss: 2.3639, grad_norm: 2.0317 2020-08-11 12:01:53,049 - mmaction - INFO - Epoch [177][420/940] lr: 8.889e-02, eta: 1 day, 10:49:27, time: 1.626, data_time: 0.005, memory: 9063, top1_acc: 0.4705, top5_acc: 0.7109, loss_cls: 2.3488, loss: 2.3488, grad_norm: 1.9298 2020-08-11 12:02:25,993 - mmaction - INFO - Epoch [177][440/940] lr: 8.889e-02, eta: 1 day, 10:48:52, time: 1.648, data_time: 0.007, memory: 9063, top1_acc: 0.4746, top5_acc: 0.7189, loss_cls: 2.3215, loss: 2.3215, grad_norm: 1.9921 2020-08-11 12:02:59,067 - mmaction - INFO - Epoch [177][460/940] lr: 8.889e-02, eta: 1 day, 10:48:18, time: 1.656, data_time: 0.007, memory: 9063, top1_acc: 0.4676, top5_acc: 0.7150, loss_cls: 2.3425, loss: 2.3425, grad_norm: 2.0132 2020-08-11 12:03:33,084 - mmaction - INFO - Epoch [177][480/940] lr: 8.889e-02, eta: 1 day, 10:47:45, time: 1.695, data_time: 0.004, memory: 9063, top1_acc: 0.4676, top5_acc: 0.7025, loss_cls: 2.3658, loss: 2.3658, grad_norm: 2.0138 2020-08-11 12:04:05,248 - mmaction - INFO - Epoch [177][500/940] lr: 8.889e-02, eta: 1 day, 10:47:10, time: 1.614, data_time: 0.008, memory: 9063, top1_acc: 0.4758, top5_acc: 0.7139, loss_cls: 2.3306, loss: 2.3306, grad_norm: 1.9977 2020-08-11 12:04:39,733 - mmaction - INFO - Epoch [177][520/940] lr: 8.889e-02, eta: 1 day, 10:46:38, time: 1.724, data_time: 0.005, memory: 9063, top1_acc: 0.4729, top5_acc: 0.7051, loss_cls: 2.3540, loss: 2.3540, grad_norm: 1.9851 2020-08-11 12:05:12,654 - mmaction - INFO - Epoch [177][540/940] lr: 8.889e-02, eta: 1 day, 10:46:03, time: 1.645, data_time: 0.005, memory: 9063, top1_acc: 0.4695, top5_acc: 0.7152, loss_cls: 2.3221, loss: 2.3221, grad_norm: 2.0268 2020-08-11 12:05:43,133 - mmaction - INFO - Epoch [177][560/940] lr: 8.889e-02, eta: 1 day, 10:45:25, time: 1.526, data_time: 0.008, memory: 9063, top1_acc: 0.4656, top5_acc: 0.7109, loss_cls: 2.3320, loss: 2.3320, grad_norm: 1.9784 2020-08-11 12:06:15,195 - mmaction - INFO - Epoch [177][580/940] lr: 8.889e-02, eta: 1 day, 10:44:49, time: 1.598, data_time: 0.005, memory: 9063, top1_acc: 0.4684, top5_acc: 0.7184, loss_cls: 2.3351, loss: 2.3351, grad_norm: 1.9968 2020-08-11 12:06:47,306 - mmaction - INFO - Epoch [177][600/940] lr: 8.889e-02, eta: 1 day, 10:44:13, time: 1.611, data_time: 0.008, memory: 9063, top1_acc: 0.4762, top5_acc: 0.7125, loss_cls: 2.3344, loss: 2.3344, grad_norm: 2.0313 2020-08-11 12:07:17,327 - mmaction - INFO - Epoch [177][620/940] lr: 8.889e-02, eta: 1 day, 10:43:34, time: 1.498, data_time: 0.005, memory: 9063, top1_acc: 0.4678, top5_acc: 0.7061, loss_cls: 2.3563, loss: 2.3563, grad_norm: 1.9943 2020-08-11 12:07:48,469 - mmaction - INFO - Epoch [177][640/940] lr: 8.889e-02, eta: 1 day, 10:42:56, time: 1.560, data_time: 0.007, memory: 9063, top1_acc: 0.4570, top5_acc: 0.7066, loss_cls: 2.3642, loss: 2.3642, grad_norm: 1.9826 2020-08-11 12:08:21,269 - mmaction - INFO - Epoch [177][660/940] lr: 8.889e-02, eta: 1 day, 10:42:21, time: 1.636, data_time: 0.005, memory: 9063, top1_acc: 0.4701, top5_acc: 0.7018, loss_cls: 2.3743, loss: 2.3743, grad_norm: 2.0271 2020-08-11 12:08:53,175 - mmaction - INFO - Epoch [177][680/940] lr: 8.889e-02, eta: 1 day, 10:41:45, time: 1.599, data_time: 0.007, memory: 9063, top1_acc: 0.4646, top5_acc: 0.7146, loss_cls: 2.3435, loss: 2.3435, grad_norm: 2.0154 2020-08-11 12:09:25,388 - mmaction - INFO - Epoch [177][700/940] lr: 8.889e-02, eta: 1 day, 10:41:10, time: 1.611, data_time: 0.005, memory: 9063, top1_acc: 0.4674, top5_acc: 0.7076, loss_cls: 2.3583, loss: 2.3583, grad_norm: 1.9918 2020-08-11 12:09:57,864 - mmaction - INFO - Epoch [177][720/940] lr: 8.889e-02, eta: 1 day, 10:40:34, time: 1.623, data_time: 0.007, memory: 9063, top1_acc: 0.4666, top5_acc: 0.7025, loss_cls: 2.3774, loss: 2.3774, grad_norm: 1.9793 2020-08-11 12:10:29,804 - mmaction - INFO - Epoch [177][740/940] lr: 8.889e-02, eta: 1 day, 10:39:58, time: 1.598, data_time: 0.005, memory: 9063, top1_acc: 0.4713, top5_acc: 0.7094, loss_cls: 2.3257, loss: 2.3257, grad_norm: 1.9849 2020-08-11 12:11:01,410 - mmaction - INFO - Epoch [177][760/940] lr: 8.889e-02, eta: 1 day, 10:39:22, time: 1.579, data_time: 0.005, memory: 9063, top1_acc: 0.4521, top5_acc: 0.6996, loss_cls: 2.3931, loss: 2.3931, grad_norm: 1.9996 2020-08-11 12:11:33,552 - mmaction - INFO - Epoch [177][780/940] lr: 8.889e-02, eta: 1 day, 10:38:46, time: 1.608, data_time: 0.005, memory: 9063, top1_acc: 0.4582, top5_acc: 0.7145, loss_cls: 2.3546, loss: 2.3546, grad_norm: 1.9958 2020-08-11 12:12:07,057 - mmaction - INFO - Epoch [177][800/940] lr: 8.889e-02, eta: 1 day, 10:38:12, time: 1.675, data_time: 0.006, memory: 9063, top1_acc: 0.4662, top5_acc: 0.7049, loss_cls: 2.3636, loss: 2.3636, grad_norm: 2.0158 2020-08-11 12:12:38,143 - mmaction - INFO - Epoch [177][820/940] lr: 8.889e-02, eta: 1 day, 10:37:35, time: 1.550, data_time: 0.003, memory: 9063, top1_acc: 0.4734, top5_acc: 0.7082, loss_cls: 2.3568, loss: 2.3568, grad_norm: 1.9667 2020-08-11 12:13:09,888 - mmaction - INFO - Epoch [177][840/940] lr: 8.889e-02, eta: 1 day, 10:36:59, time: 1.590, data_time: 0.007, memory: 9063, top1_acc: 0.4574, top5_acc: 0.7021, loss_cls: 2.4111, loss: 2.4111, grad_norm: 2.0265 2020-08-11 12:13:43,631 - mmaction - INFO - Epoch [177][860/940] lr: 8.889e-02, eta: 1 day, 10:36:25, time: 1.689, data_time: 0.007, memory: 9063, top1_acc: 0.4568, top5_acc: 0.7018, loss_cls: 2.3747, loss: 2.3747, grad_norm: 2.0039 2020-08-11 12:14:15,483 - mmaction - INFO - Epoch [177][880/940] lr: 8.889e-02, eta: 1 day, 10:35:49, time: 1.591, data_time: 0.006, memory: 9063, top1_acc: 0.4795, top5_acc: 0.7168, loss_cls: 2.3058, loss: 2.3058, grad_norm: 1.9715 2020-08-11 12:14:47,245 - mmaction - INFO - Epoch [177][900/940] lr: 8.889e-02, eta: 1 day, 10:35:13, time: 1.588, data_time: 0.022, memory: 9063, top1_acc: 0.4738, top5_acc: 0.7033, loss_cls: 2.3452, loss: 2.3452, grad_norm: 2.0018 2020-08-11 12:15:18,607 - mmaction - INFO - Epoch [177][920/940] lr: 8.889e-02, eta: 1 day, 10:34:36, time: 1.567, data_time: 0.007, memory: 9063, top1_acc: 0.4713, top5_acc: 0.7164, loss_cls: 2.3526, loss: 2.3526, grad_norm: 1.9917 2020-08-11 12:15:49,433 - mmaction - INFO - Epoch [177][940/940] lr: 8.889e-02, eta: 1 day, 10:33:58, time: 1.545, data_time: 0.006, memory: 9063, top1_acc: 0.4566, top5_acc: 0.6966, loss_cls: 2.3886, loss: 2.3886, grad_norm: 2.0330 2020-08-11 12:16:30,344 - mmaction - INFO - Epoch [178][20/940] lr: 8.685e-02, eta: 1 day, 10:33:35, time: 2.014, data_time: 0.581, memory: 9063, top1_acc: 0.4738, top5_acc: 0.7141, loss_cls: 2.3394, loss: 2.3394, grad_norm: 1.9450 2020-08-11 12:17:00,431 - mmaction - INFO - Epoch [178][40/940] lr: 8.685e-02, eta: 1 day, 10:32:57, time: 1.512, data_time: 0.010, memory: 9063, top1_acc: 0.4848, top5_acc: 0.7191, loss_cls: 2.2873, loss: 2.2873, grad_norm: 1.9613 2020-08-11 12:17:32,456 - mmaction - INFO - Epoch [178][60/940] lr: 8.685e-02, eta: 1 day, 10:32:21, time: 1.599, data_time: 0.002, memory: 9063, top1_acc: 0.4797, top5_acc: 0.7076, loss_cls: 2.2957, loss: 2.2957, grad_norm: 2.0259 2020-08-11 12:18:04,573 - mmaction - INFO - Epoch [178][80/940] lr: 8.685e-02, eta: 1 day, 10:31:45, time: 1.607, data_time: 0.006, memory: 9063, top1_acc: 0.4645, top5_acc: 0.7090, loss_cls: 2.3320, loss: 2.3320, grad_norm: 1.9751 2020-08-11 12:18:36,514 - mmaction - INFO - Epoch [178][100/940] lr: 8.685e-02, eta: 1 day, 10:31:09, time: 1.595, data_time: 0.006, memory: 9063, top1_acc: 0.4752, top5_acc: 0.7100, loss_cls: 2.3113, loss: 2.3113, grad_norm: 1.9589 2020-08-11 12:19:09,370 - mmaction - INFO - Epoch [178][120/940] lr: 8.685e-02, eta: 1 day, 10:30:34, time: 1.643, data_time: 0.006, memory: 9063, top1_acc: 0.4807, top5_acc: 0.7275, loss_cls: 2.2571, loss: 2.2571, grad_norm: 2.0143 2020-08-11 12:19:41,229 - mmaction - INFO - Epoch [178][140/940] lr: 8.685e-02, eta: 1 day, 10:29:58, time: 1.595, data_time: 0.006, memory: 9063, top1_acc: 0.4691, top5_acc: 0.7016, loss_cls: 2.3699, loss: 2.3699, grad_norm: 1.9822 2020-08-11 12:20:14,961 - mmaction - INFO - Epoch [178][160/940] lr: 8.685e-02, eta: 1 day, 10:29:25, time: 1.683, data_time: 0.006, memory: 9063, top1_acc: 0.4813, top5_acc: 0.7166, loss_cls: 2.3068, loss: 2.3068, grad_norm: 2.0095 2020-08-11 12:20:48,265 - mmaction - INFO - Epoch [178][180/940] lr: 8.685e-02, eta: 1 day, 10:28:51, time: 1.669, data_time: 0.007, memory: 9063, top1_acc: 0.4787, top5_acc: 0.7189, loss_cls: 2.2837, loss: 2.2837, grad_norm: 2.0121 2020-08-11 12:21:20,636 - mmaction - INFO - Epoch [178][200/940] lr: 8.685e-02, eta: 1 day, 10:28:16, time: 1.619, data_time: 0.005, memory: 9063, top1_acc: 0.4814, top5_acc: 0.7063, loss_cls: 2.3244, loss: 2.3244, grad_norm: 1.9912 2020-08-11 12:21:51,817 - mmaction - INFO - Epoch [178][220/940] lr: 8.685e-02, eta: 1 day, 10:27:38, time: 1.555, data_time: 0.003, memory: 9063, top1_acc: 0.4754, top5_acc: 0.7166, loss_cls: 2.2927, loss: 2.2927, grad_norm: 1.9954 2020-08-11 12:22:23,765 - mmaction - INFO - Epoch [178][240/940] lr: 8.685e-02, eta: 1 day, 10:27:03, time: 1.600, data_time: 0.010, memory: 9063, top1_acc: 0.4760, top5_acc: 0.7178, loss_cls: 2.3167, loss: 2.3167, grad_norm: 2.0310 2020-08-11 12:22:57,567 - mmaction - INFO - Epoch [178][260/940] lr: 8.685e-02, eta: 1 day, 10:26:29, time: 1.688, data_time: 0.006, memory: 9063, top1_acc: 0.4750, top5_acc: 0.7086, loss_cls: 2.3589, loss: 2.3589, grad_norm: 2.0040 2020-08-11 12:23:30,173 - mmaction - INFO - Epoch [178][280/940] lr: 8.685e-02, eta: 1 day, 10:25:55, time: 1.634, data_time: 0.007, memory: 9063, top1_acc: 0.4719, top5_acc: 0.7094, loss_cls: 2.3391, loss: 2.3391, grad_norm: 2.0410 2020-08-11 12:24:04,818 - mmaction - INFO - Epoch [178][300/940] lr: 8.685e-02, eta: 1 day, 10:25:23, time: 1.733, data_time: 0.003, memory: 9063, top1_acc: 0.4646, top5_acc: 0.7090, loss_cls: 2.3558, loss: 2.3558, grad_norm: 2.0229 2020-08-11 12:24:38,492 - mmaction - INFO - Epoch [178][320/940] lr: 8.685e-02, eta: 1 day, 10:24:50, time: 1.683, data_time: 0.005, memory: 9063, top1_acc: 0.4721, top5_acc: 0.7115, loss_cls: 2.3306, loss: 2.3306, grad_norm: 1.9852 2020-08-11 12:25:11,515 - mmaction - INFO - Epoch [178][340/940] lr: 8.685e-02, eta: 1 day, 10:24:15, time: 1.652, data_time: 0.005, memory: 9063, top1_acc: 0.4838, top5_acc: 0.7152, loss_cls: 2.2918, loss: 2.2918, grad_norm: 1.9927 2020-08-11 12:25:45,217 - mmaction - INFO - Epoch [178][360/940] lr: 8.685e-02, eta: 1 day, 10:23:42, time: 1.686, data_time: 0.003, memory: 9063, top1_acc: 0.4701, top5_acc: 0.7191, loss_cls: 2.3091, loss: 2.3091, grad_norm: 2.0229 2020-08-11 12:26:18,607 - mmaction - INFO - Epoch [178][380/940] lr: 8.685e-02, eta: 1 day, 10:23:08, time: 1.668, data_time: 0.004, memory: 9063, top1_acc: 0.4682, top5_acc: 0.7156, loss_cls: 2.3193, loss: 2.3193, grad_norm: 2.0386 2020-08-11 12:26:52,499 - mmaction - INFO - Epoch [178][400/940] lr: 8.685e-02, eta: 1 day, 10:22:36, time: 1.696, data_time: 0.005, memory: 9063, top1_acc: 0.4773, top5_acc: 0.7145, loss_cls: 2.3041, loss: 2.3041, grad_norm: 1.9971 2020-08-11 12:27:26,207 - mmaction - INFO - Epoch [178][420/940] lr: 8.685e-02, eta: 1 day, 10:22:02, time: 1.683, data_time: 0.005, memory: 9063, top1_acc: 0.4695, top5_acc: 0.7053, loss_cls: 2.3434, loss: 2.3434, grad_norm: 2.0287 2020-08-11 12:28:00,779 - mmaction - INFO - Epoch [178][440/940] lr: 8.685e-02, eta: 1 day, 10:21:30, time: 1.728, data_time: 0.006, memory: 9063, top1_acc: 0.4715, top5_acc: 0.7033, loss_cls: 2.3559, loss: 2.3559, grad_norm: 2.0379 2020-08-11 12:28:32,459 - mmaction - INFO - Epoch [178][460/940] lr: 8.685e-02, eta: 1 day, 10:20:54, time: 1.586, data_time: 0.007, memory: 9063, top1_acc: 0.4762, top5_acc: 0.7154, loss_cls: 2.3047, loss: 2.3047, grad_norm: 2.0021 2020-08-11 12:29:06,132 - mmaction - INFO - Epoch [178][480/940] lr: 8.685e-02, eta: 1 day, 10:20:21, time: 1.682, data_time: 0.005, memory: 9063, top1_acc: 0.4609, top5_acc: 0.7096, loss_cls: 2.3616, loss: 2.3616, grad_norm: 2.0190 2020-08-11 12:29:39,893 - mmaction - INFO - Epoch [178][500/940] lr: 8.685e-02, eta: 1 day, 10:19:48, time: 1.690, data_time: 0.006, memory: 9063, top1_acc: 0.4695, top5_acc: 0.7172, loss_cls: 2.3111, loss: 2.3111, grad_norm: 2.0059 2020-08-11 12:30:13,859 - mmaction - INFO - Epoch [178][520/940] lr: 8.685e-02, eta: 1 day, 10:19:15, time: 1.693, data_time: 0.005, memory: 9063, top1_acc: 0.4703, top5_acc: 0.7072, loss_cls: 2.3728, loss: 2.3728, grad_norm: 1.9949 2020-08-11 12:30:48,307 - mmaction - INFO - Epoch [178][540/940] lr: 8.685e-02, eta: 1 day, 10:18:43, time: 1.728, data_time: 0.008, memory: 9063, top1_acc: 0.4646, top5_acc: 0.7063, loss_cls: 2.3630, loss: 2.3630, grad_norm: 2.0167 2020-08-11 12:31:22,762 - mmaction - INFO - Epoch [178][560/940] lr: 8.685e-02, eta: 1 day, 10:18:11, time: 1.719, data_time: 0.005, memory: 9063, top1_acc: 0.4873, top5_acc: 0.7213, loss_cls: 2.2666, loss: 2.2666, grad_norm: 1.9731 2020-08-11 12:31:57,440 - mmaction - INFO - Epoch [178][580/940] lr: 8.685e-02, eta: 1 day, 10:17:39, time: 1.737, data_time: 0.007, memory: 9063, top1_acc: 0.4613, top5_acc: 0.7006, loss_cls: 2.3627, loss: 2.3627, grad_norm: 2.0329 2020-08-11 12:32:30,369 - mmaction - INFO - Epoch [178][600/940] lr: 8.685e-02, eta: 1 day, 10:17:05, time: 1.645, data_time: 0.006, memory: 9063, top1_acc: 0.4826, top5_acc: 0.7203, loss_cls: 2.2896, loss: 2.2896, grad_norm: 2.0197 2020-08-11 12:33:04,585 - mmaction - INFO - Epoch [178][620/940] lr: 8.685e-02, eta: 1 day, 10:16:32, time: 1.710, data_time: 0.005, memory: 9063, top1_acc: 0.4637, top5_acc: 0.7023, loss_cls: 2.3768, loss: 2.3768, grad_norm: 1.9928 2020-08-11 12:33:39,370 - mmaction - INFO - Epoch [178][640/940] lr: 8.685e-02, eta: 1 day, 10:16:01, time: 1.742, data_time: 0.006, memory: 9063, top1_acc: 0.4680, top5_acc: 0.7031, loss_cls: 2.3570, loss: 2.3570, grad_norm: 2.0082 2020-08-11 12:34:13,963 - mmaction - INFO - Epoch [178][660/940] lr: 8.685e-02, eta: 1 day, 10:15:29, time: 1.728, data_time: 0.006, memory: 9063, top1_acc: 0.4732, top5_acc: 0.7098, loss_cls: 2.3246, loss: 2.3246, grad_norm: 1.9809 2020-08-11 12:34:47,557 - mmaction - INFO - Epoch [178][680/940] lr: 8.685e-02, eta: 1 day, 10:14:56, time: 1.681, data_time: 0.005, memory: 9063, top1_acc: 0.4564, top5_acc: 0.6941, loss_cls: 2.4141, loss: 2.4141, grad_norm: 1.9901 2020-08-11 12:35:23,174 - mmaction - INFO - Epoch [178][700/940] lr: 8.685e-02, eta: 1 day, 10:14:25, time: 1.780, data_time: 0.007, memory: 9063, top1_acc: 0.4770, top5_acc: 0.7182, loss_cls: 2.2928, loss: 2.2928, grad_norm: 1.9670 2020-08-11 12:35:56,779 - mmaction - INFO - Epoch [178][720/940] lr: 8.685e-02, eta: 1 day, 10:13:52, time: 1.682, data_time: 0.005, memory: 9063, top1_acc: 0.4658, top5_acc: 0.7082, loss_cls: 2.3372, loss: 2.3372, grad_norm: 2.0784 2020-08-11 12:36:30,954 - mmaction - INFO - Epoch [178][740/940] lr: 8.685e-02, eta: 1 day, 10:13:20, time: 1.707, data_time: 0.005, memory: 9063, top1_acc: 0.4680, top5_acc: 0.7201, loss_cls: 2.3106, loss: 2.3106, grad_norm: 1.9953 2020-08-11 12:37:05,772 - mmaction - INFO - Epoch [178][760/940] lr: 8.685e-02, eta: 1 day, 10:12:48, time: 1.742, data_time: 0.005, memory: 9063, top1_acc: 0.4791, top5_acc: 0.7160, loss_cls: 2.3099, loss: 2.3099, grad_norm: 2.0067 2020-08-11 12:37:40,949 - mmaction - INFO - Epoch [178][780/940] lr: 8.685e-02, eta: 1 day, 10:12:17, time: 1.757, data_time: 0.005, memory: 9063, top1_acc: 0.4680, top5_acc: 0.7047, loss_cls: 2.3695, loss: 2.3695, grad_norm: 2.0243 2020-08-11 12:38:16,040 - mmaction - INFO - Epoch [178][800/940] lr: 8.685e-02, eta: 1 day, 10:11:46, time: 1.756, data_time: 0.006, memory: 9063, top1_acc: 0.4668, top5_acc: 0.7189, loss_cls: 2.2992, loss: 2.2992, grad_norm: 2.0183 2020-08-11 12:38:50,836 - mmaction - INFO - Epoch [178][820/940] lr: 8.685e-02, eta: 1 day, 10:11:15, time: 1.741, data_time: 0.004, memory: 9063, top1_acc: 0.4717, top5_acc: 0.7049, loss_cls: 2.3583, loss: 2.3583, grad_norm: 2.0362 2020-08-11 12:39:25,372 - mmaction - INFO - Epoch [178][840/940] lr: 8.685e-02, eta: 1 day, 10:10:43, time: 1.723, data_time: 0.002, memory: 9063, top1_acc: 0.4725, top5_acc: 0.7090, loss_cls: 2.3383, loss: 2.3383, grad_norm: 1.9926 2020-08-11 12:39:59,290 - mmaction - INFO - Epoch [178][860/940] lr: 8.685e-02, eta: 1 day, 10:10:10, time: 1.698, data_time: 0.008, memory: 9063, top1_acc: 0.4682, top5_acc: 0.7152, loss_cls: 2.3278, loss: 2.3278, grad_norm: 2.0041 2020-08-11 12:40:34,074 - mmaction - INFO - Epoch [178][880/940] lr: 8.685e-02, eta: 1 day, 10:09:38, time: 1.738, data_time: 0.005, memory: 9063, top1_acc: 0.4707, top5_acc: 0.7182, loss_cls: 2.3400, loss: 2.3400, grad_norm: 2.0303 2020-08-11 12:41:09,446 - mmaction - INFO - Epoch [178][900/940] lr: 8.685e-02, eta: 1 day, 10:09:08, time: 1.772, data_time: 0.008, memory: 9063, top1_acc: 0.4766, top5_acc: 0.7168, loss_cls: 2.2986, loss: 2.2986, grad_norm: 2.0668 2020-08-11 12:41:43,823 - mmaction - INFO - Epoch [178][920/940] lr: 8.685e-02, eta: 1 day, 10:08:35, time: 1.715, data_time: 0.005, memory: 9063, top1_acc: 0.4719, top5_acc: 0.7096, loss_cls: 2.3381, loss: 2.3381, grad_norm: 1.9896 2020-08-11 12:42:16,685 - mmaction - INFO - Epoch [178][940/940] lr: 8.685e-02, eta: 1 day, 10:08:01, time: 1.645, data_time: 0.006, memory: 9063, top1_acc: 0.4681, top5_acc: 0.7072, loss_cls: 2.3460, loss: 2.3460, grad_norm: 2.0366 2020-08-11 12:42:56,418 - mmaction - INFO - Epoch [179][20/940] lr: 8.484e-02, eta: 1 day, 10:07:37, time: 1.972, data_time: 0.441, memory: 9063, top1_acc: 0.4869, top5_acc: 0.7186, loss_cls: 2.2835, loss: 2.2835, grad_norm: 2.0327 2020-08-11 12:43:29,991 - mmaction - INFO - Epoch [179][40/940] lr: 8.484e-02, eta: 1 day, 10:07:03, time: 1.677, data_time: 0.005, memory: 9063, top1_acc: 0.4682, top5_acc: 0.7088, loss_cls: 2.3438, loss: 2.3438, grad_norm: 2.0859 2020-08-11 12:44:03,425 - mmaction - INFO - Epoch [179][60/940] lr: 8.484e-02, eta: 1 day, 10:06:29, time: 1.672, data_time: 0.007, memory: 9063, top1_acc: 0.4719, top5_acc: 0.7102, loss_cls: 2.3352, loss: 2.3352, grad_norm: 2.0008 2020-08-11 12:44:36,591 - mmaction - INFO - Epoch [179][80/940] lr: 8.484e-02, eta: 1 day, 10:05:55, time: 1.658, data_time: 0.007, memory: 9063, top1_acc: 0.4781, top5_acc: 0.7217, loss_cls: 2.2839, loss: 2.2839, grad_norm: 2.0205 2020-08-11 12:45:07,930 - mmaction - INFO - Epoch [179][100/940] lr: 8.484e-02, eta: 1 day, 10:05:19, time: 1.570, data_time: 0.007, memory: 9063, top1_acc: 0.4889, top5_acc: 0.7254, loss_cls: 2.2420, loss: 2.2420, grad_norm: 2.0160 2020-08-11 12:45:42,388 - mmaction - INFO - Epoch [179][120/940] lr: 8.484e-02, eta: 1 day, 10:04:46, time: 1.722, data_time: 0.003, memory: 9063, top1_acc: 0.4693, top5_acc: 0.7102, loss_cls: 2.3328, loss: 2.3328, grad_norm: 2.0243 2020-08-11 12:46:16,450 - mmaction - INFO - Epoch [179][140/940] lr: 8.484e-02, eta: 1 day, 10:04:14, time: 1.701, data_time: 0.006, memory: 9063, top1_acc: 0.4738, top5_acc: 0.7168, loss_cls: 2.3305, loss: 2.3305, grad_norm: 2.0518 2020-08-11 12:46:52,233 - mmaction - INFO - Epoch [179][160/940] lr: 8.484e-02, eta: 1 day, 10:03:44, time: 1.786, data_time: 0.006, memory: 9063, top1_acc: 0.4846, top5_acc: 0.7238, loss_cls: 2.2746, loss: 2.2746, grad_norm: 2.0493 2020-08-11 12:47:26,988 - mmaction - INFO - Epoch [179][180/940] lr: 8.484e-02, eta: 1 day, 10:03:12, time: 1.743, data_time: 0.008, memory: 9063, top1_acc: 0.4715, top5_acc: 0.7215, loss_cls: 2.2971, loss: 2.2971, grad_norm: 2.0347 2020-08-11 12:48:01,769 - mmaction - INFO - Epoch [179][200/940] lr: 8.484e-02, eta: 1 day, 10:02:40, time: 1.735, data_time: 0.007, memory: 9063, top1_acc: 0.4877, top5_acc: 0.7236, loss_cls: 2.2592, loss: 2.2592, grad_norm: 1.9842 2020-08-11 12:48:37,296 - mmaction - INFO - Epoch [179][220/940] lr: 8.484e-02, eta: 1 day, 10:02:10, time: 1.781, data_time: 0.008, memory: 9063, top1_acc: 0.4855, top5_acc: 0.7186, loss_cls: 2.2673, loss: 2.2673, grad_norm: 1.9746 2020-08-11 12:49:13,843 - mmaction - INFO - Epoch [179][240/940] lr: 8.484e-02, eta: 1 day, 10:01:41, time: 1.824, data_time: 0.005, memory: 9063, top1_acc: 0.4865, top5_acc: 0.7270, loss_cls: 2.2386, loss: 2.2386, grad_norm: 2.0142 2020-08-11 12:49:48,344 - mmaction - INFO - Epoch [179][260/940] lr: 8.484e-02, eta: 1 day, 10:01:09, time: 1.729, data_time: 0.008, memory: 9063, top1_acc: 0.4664, top5_acc: 0.7176, loss_cls: 2.3031, loss: 2.3031, grad_norm: 2.0522 2020-08-11 12:50:23,101 - mmaction - INFO - Epoch [179][280/940] lr: 8.484e-02, eta: 1 day, 10:00:38, time: 1.734, data_time: 0.005, memory: 9063, top1_acc: 0.4762, top5_acc: 0.7162, loss_cls: 2.3230, loss: 2.3230, grad_norm: 1.9797 2020-08-11 12:50:57,881 - mmaction - INFO - Epoch [179][300/940] lr: 8.484e-02, eta: 1 day, 10:00:06, time: 1.742, data_time: 0.006, memory: 9063, top1_acc: 0.4689, top5_acc: 0.7107, loss_cls: 2.3504, loss: 2.3504, grad_norm: 2.0362 2020-08-11 12:51:33,372 - mmaction - INFO - Epoch [179][320/940] lr: 8.484e-02, eta: 1 day, 9:59:36, time: 1.774, data_time: 0.008, memory: 9063, top1_acc: 0.4697, top5_acc: 0.7137, loss_cls: 2.3246, loss: 2.3246, grad_norm: 2.0063 2020-08-11 12:52:09,444 - mmaction - INFO - Epoch [179][340/940] lr: 8.484e-02, eta: 1 day, 9:59:06, time: 1.797, data_time: 0.005, memory: 9063, top1_acc: 0.4684, top5_acc: 0.7143, loss_cls: 2.3303, loss: 2.3303, grad_norm: 1.9904 2020-08-11 12:52:41,369 - mmaction - INFO - Epoch [179][360/940] lr: 8.484e-02, eta: 1 day, 9:58:30, time: 1.602, data_time: 0.009, memory: 9063, top1_acc: 0.4758, top5_acc: 0.7152, loss_cls: 2.3172, loss: 2.3172, grad_norm: 2.0479 2020-08-11 12:53:14,696 - mmaction - INFO - Epoch [179][380/940] lr: 8.484e-02, eta: 1 day, 9:57:56, time: 1.663, data_time: 0.006, memory: 9063, top1_acc: 0.4756, top5_acc: 0.7086, loss_cls: 2.3374, loss: 2.3374, grad_norm: 1.9876 2020-08-11 12:53:49,462 - mmaction - INFO - Epoch [179][400/940] lr: 8.484e-02, eta: 1 day, 9:57:25, time: 1.743, data_time: 0.007, memory: 9063, top1_acc: 0.4805, top5_acc: 0.7188, loss_cls: 2.2807, loss: 2.2807, grad_norm: 2.0334 2020-08-11 12:54:25,094 - mmaction - INFO - Epoch [179][420/940] lr: 8.484e-02, eta: 1 day, 9:56:54, time: 1.779, data_time: 0.005, memory: 9063, top1_acc: 0.4549, top5_acc: 0.7086, loss_cls: 2.3706, loss: 2.3706, grad_norm: 2.0009 2020-08-11 12:55:00,584 - mmaction - INFO - Epoch [179][440/940] lr: 8.484e-02, eta: 1 day, 9:56:24, time: 1.777, data_time: 0.006, memory: 9063, top1_acc: 0.4742, top5_acc: 0.7141, loss_cls: 2.3315, loss: 2.3315, grad_norm: 2.0361 2020-08-11 12:55:36,720 - mmaction - INFO - Epoch [179][460/940] lr: 8.484e-02, eta: 1 day, 9:55:54, time: 1.801, data_time: 0.007, memory: 9063, top1_acc: 0.4822, top5_acc: 0.7193, loss_cls: 2.2975, loss: 2.2975, grad_norm: 2.0060 2020-08-11 12:56:11,529 - mmaction - INFO - Epoch [179][480/940] lr: 8.484e-02, eta: 1 day, 9:55:23, time: 1.746, data_time: 0.009, memory: 9063, top1_acc: 0.4744, top5_acc: 0.7141, loss_cls: 2.2899, loss: 2.2899, grad_norm: 2.0131 2020-08-11 12:56:46,128 - mmaction - INFO - Epoch [179][500/940] lr: 8.484e-02, eta: 1 day, 9:54:51, time: 1.728, data_time: 0.009, memory: 9063, top1_acc: 0.4717, top5_acc: 0.7105, loss_cls: 2.3197, loss: 2.3197, grad_norm: 2.0333 2020-08-11 12:57:22,293 - mmaction - INFO - Epoch [179][520/940] lr: 8.484e-02, eta: 1 day, 9:54:21, time: 1.809, data_time: 0.008, memory: 9063, top1_acc: 0.4834, top5_acc: 0.7102, loss_cls: 2.3029, loss: 2.3029, grad_norm: 2.0405 2020-08-11 12:57:56,914 - mmaction - INFO - Epoch [179][540/940] lr: 8.484e-02, eta: 1 day, 9:53:49, time: 1.732, data_time: 0.007, memory: 9063, top1_acc: 0.4699, top5_acc: 0.7074, loss_cls: 2.3268, loss: 2.3268, grad_norm: 2.0293 2020-08-11 12:58:31,799 - mmaction - INFO - Epoch [179][560/940] lr: 8.484e-02, eta: 1 day, 9:53:18, time: 1.740, data_time: 0.007, memory: 9063, top1_acc: 0.4771, top5_acc: 0.7137, loss_cls: 2.3120, loss: 2.3120, grad_norm: 2.0419 2020-08-11 12:59:07,387 - mmaction - INFO - Epoch [179][580/940] lr: 8.484e-02, eta: 1 day, 9:52:47, time: 1.783, data_time: 0.007, memory: 9063, top1_acc: 0.4855, top5_acc: 0.7162, loss_cls: 2.2685, loss: 2.2685, grad_norm: 2.0198 2020-08-11 12:59:41,923 - mmaction - INFO - Epoch [179][600/940] lr: 8.484e-02, eta: 1 day, 9:52:15, time: 1.727, data_time: 0.005, memory: 9063, top1_acc: 0.4645, top5_acc: 0.7023, loss_cls: 2.3300, loss: 2.3300, grad_norm: 1.9993 2020-08-11 13:00:18,591 - mmaction - INFO - Epoch [179][620/940] lr: 8.484e-02, eta: 1 day, 9:51:46, time: 1.825, data_time: 0.005, memory: 9063, top1_acc: 0.4748, top5_acc: 0.7045, loss_cls: 2.3284, loss: 2.3284, grad_norm: 2.0413 2020-08-11 13:00:52,177 - mmaction - INFO - Epoch [179][640/940] lr: 8.484e-02, eta: 1 day, 9:51:13, time: 1.688, data_time: 0.019, memory: 9063, top1_acc: 0.4639, top5_acc: 0.7084, loss_cls: 2.3659, loss: 2.3659, grad_norm: 2.0356 2020-08-11 13:01:26,909 - mmaction - INFO - Epoch [179][660/940] lr: 8.484e-02, eta: 1 day, 9:50:41, time: 1.734, data_time: 0.005, memory: 9063, top1_acc: 0.4643, top5_acc: 0.7109, loss_cls: 2.3615, loss: 2.3615, grad_norm: 2.0467 2020-08-11 13:02:02,720 - mmaction - INFO - Epoch [179][680/940] lr: 8.484e-02, eta: 1 day, 9:50:11, time: 1.792, data_time: 0.006, memory: 9063, top1_acc: 0.4646, top5_acc: 0.7080, loss_cls: 2.3759, loss: 2.3759, grad_norm: 2.0423 2020-08-11 13:02:36,093 - mmaction - INFO - Epoch [179][700/940] lr: 8.484e-02, eta: 1 day, 9:49:38, time: 1.669, data_time: 0.006, memory: 9063, top1_acc: 0.4748, top5_acc: 0.7115, loss_cls: 2.3387, loss: 2.3387, grad_norm: 2.0439 2020-08-11 13:03:10,469 - mmaction - INFO - Epoch [179][720/940] lr: 8.484e-02, eta: 1 day, 9:49:05, time: 1.719, data_time: 0.003, memory: 9063, top1_acc: 0.4602, top5_acc: 0.7102, loss_cls: 2.3551, loss: 2.3551, grad_norm: 2.0129 2020-08-11 13:03:46,735 - mmaction - INFO - Epoch [179][740/940] lr: 8.484e-02, eta: 1 day, 9:48:36, time: 1.811, data_time: 0.006, memory: 9063, top1_acc: 0.4736, top5_acc: 0.7088, loss_cls: 2.3201, loss: 2.3201, grad_norm: 2.0157 2020-08-11 13:04:22,716 - mmaction - INFO - Epoch [179][760/940] lr: 8.484e-02, eta: 1 day, 9:48:06, time: 1.799, data_time: 0.007, memory: 9063, top1_acc: 0.4695, top5_acc: 0.7047, loss_cls: 2.3658, loss: 2.3658, grad_norm: 2.0561 2020-08-11 13:04:56,726 - mmaction - INFO - Epoch [179][780/940] lr: 8.484e-02, eta: 1 day, 9:47:33, time: 1.699, data_time: 0.008, memory: 9063, top1_acc: 0.4662, top5_acc: 0.7117, loss_cls: 2.3608, loss: 2.3608, grad_norm: 2.0412 2020-08-11 13:05:31,930 - mmaction - INFO - Epoch [179][800/940] lr: 8.484e-02, eta: 1 day, 9:47:02, time: 1.761, data_time: 0.007, memory: 9063, top1_acc: 0.4625, top5_acc: 0.7004, loss_cls: 2.3774, loss: 2.3774, grad_norm: 2.0646 2020-08-11 13:06:07,199 - mmaction - INFO - Epoch [179][820/940] lr: 8.484e-02, eta: 1 day, 9:46:31, time: 1.765, data_time: 0.008, memory: 9063, top1_acc: 0.4666, top5_acc: 0.7148, loss_cls: 2.3302, loss: 2.3302, grad_norm: 2.0416 2020-08-11 13:06:42,963 - mmaction - INFO - Epoch [179][840/940] lr: 8.484e-02, eta: 1 day, 9:46:01, time: 1.790, data_time: 0.007, memory: 9063, top1_acc: 0.4857, top5_acc: 0.7236, loss_cls: 2.2638, loss: 2.2638, grad_norm: 2.0266 2020-08-11 13:07:17,328 - mmaction - INFO - Epoch [179][860/940] lr: 8.484e-02, eta: 1 day, 9:45:29, time: 1.716, data_time: 0.006, memory: 9063, top1_acc: 0.4758, top5_acc: 0.7127, loss_cls: 2.3236, loss: 2.3236, grad_norm: 2.0751 2020-08-11 13:07:53,280 - mmaction - INFO - Epoch [179][880/940] lr: 8.484e-02, eta: 1 day, 9:44:59, time: 1.798, data_time: 0.006, memory: 9063, top1_acc: 0.4711, top5_acc: 0.7105, loss_cls: 2.3178, loss: 2.3178, grad_norm: 2.0368 2020-08-11 13:08:27,575 - mmaction - INFO - Epoch [179][900/940] lr: 8.484e-02, eta: 1 day, 9:44:27, time: 1.717, data_time: 0.009, memory: 9063, top1_acc: 0.4711, top5_acc: 0.7113, loss_cls: 2.3393, loss: 2.3393, grad_norm: 2.0380 2020-08-11 13:09:01,161 - mmaction - INFO - Epoch [179][920/940] lr: 8.484e-02, eta: 1 day, 9:43:53, time: 1.678, data_time: 0.005, memory: 9063, top1_acc: 0.4738, top5_acc: 0.7107, loss_cls: 2.3054, loss: 2.3054, grad_norm: 2.0042 2020-08-11 13:09:34,798 - mmaction - INFO - Epoch [179][940/940] lr: 8.484e-02, eta: 1 day, 9:43:20, time: 1.681, data_time: 0.006, memory: 9063, top1_acc: 0.4655, top5_acc: 0.7031, loss_cls: 2.3814, loss: 2.3814, grad_norm: 2.0817 2020-08-11 13:10:19,626 - mmaction - INFO - Epoch [180][20/940] lr: 8.284e-02, eta: 1 day, 9:43:03, time: 2.221, data_time: 0.644, memory: 9063, top1_acc: 0.4715, top5_acc: 0.7055, loss_cls: 2.3311, loss: 2.3311, grad_norm: 2.0170 2020-08-11 13:10:53,794 - mmaction - INFO - Epoch [180][40/940] lr: 8.284e-02, eta: 1 day, 9:42:30, time: 1.712, data_time: 0.008, memory: 9063, top1_acc: 0.4791, top5_acc: 0.7152, loss_cls: 2.3072, loss: 2.3072, grad_norm: 2.0257 2020-08-11 13:11:28,042 - mmaction - INFO - Epoch [180][60/940] lr: 8.284e-02, eta: 1 day, 9:41:58, time: 1.713, data_time: 0.006, memory: 9063, top1_acc: 0.4732, top5_acc: 0.7184, loss_cls: 2.2955, loss: 2.2955, grad_norm: 2.0597 2020-08-11 13:12:03,343 - mmaction - INFO - Epoch [180][80/940] lr: 8.284e-02, eta: 1 day, 9:41:27, time: 1.764, data_time: 0.006, memory: 9063, top1_acc: 0.4719, top5_acc: 0.7180, loss_cls: 2.3015, loss: 2.3015, grad_norm: 2.0469 2020-08-11 13:12:38,315 - mmaction - INFO - Epoch [180][100/940] lr: 8.284e-02, eta: 1 day, 9:40:55, time: 1.751, data_time: 0.006, memory: 9063, top1_acc: 0.4857, top5_acc: 0.7283, loss_cls: 2.2400, loss: 2.2400, grad_norm: 2.0218 2020-08-11 13:13:14,248 - mmaction - INFO - Epoch [180][120/940] lr: 8.284e-02, eta: 1 day, 9:40:25, time: 1.796, data_time: 0.007, memory: 9063, top1_acc: 0.4787, top5_acc: 0.7219, loss_cls: 2.3016, loss: 2.3016, grad_norm: 2.0520 2020-08-11 13:13:48,448 - mmaction - INFO - Epoch [180][140/940] lr: 8.284e-02, eta: 1 day, 9:39:53, time: 1.711, data_time: 0.005, memory: 9063, top1_acc: 0.4725, top5_acc: 0.7098, loss_cls: 2.3313, loss: 2.3313, grad_norm: 2.0073 2020-08-11 13:14:24,838 - mmaction - INFO - Epoch [180][160/940] lr: 8.284e-02, eta: 1 day, 9:39:23, time: 1.816, data_time: 0.007, memory: 9063, top1_acc: 0.4922, top5_acc: 0.7244, loss_cls: 2.2372, loss: 2.2372, grad_norm: 2.0275 2020-08-11 13:14:59,821 - mmaction - INFO - Epoch [180][180/940] lr: 8.284e-02, eta: 1 day, 9:38:52, time: 1.753, data_time: 0.007, memory: 9063, top1_acc: 0.4773, top5_acc: 0.7158, loss_cls: 2.3048, loss: 2.3048, grad_norm: 2.0359 2020-08-11 13:15:35,963 - mmaction - INFO - Epoch [180][200/940] lr: 8.284e-02, eta: 1 day, 9:38:22, time: 1.806, data_time: 0.008, memory: 9063, top1_acc: 0.4850, top5_acc: 0.7170, loss_cls: 2.2873, loss: 2.2873, grad_norm: 2.0274 2020-08-11 13:16:11,343 - mmaction - INFO - Epoch [180][220/940] lr: 8.284e-02, eta: 1 day, 9:37:52, time: 1.770, data_time: 0.005, memory: 9063, top1_acc: 0.4752, top5_acc: 0.7129, loss_cls: 2.3055, loss: 2.3055, grad_norm: 2.0164 2020-08-11 13:16:46,815 - mmaction - INFO - Epoch [180][240/940] lr: 8.284e-02, eta: 1 day, 9:37:21, time: 1.771, data_time: 0.005, memory: 9063, top1_acc: 0.4775, top5_acc: 0.7129, loss_cls: 2.3037, loss: 2.3037, grad_norm: 2.0044 2020-08-11 13:17:23,158 - mmaction - INFO - Epoch [180][260/940] lr: 8.284e-02, eta: 1 day, 9:36:51, time: 1.819, data_time: 0.006, memory: 9063, top1_acc: 0.4729, top5_acc: 0.7119, loss_cls: 2.3359, loss: 2.3359, grad_norm: 2.0593 2020-08-11 13:17:57,481 - mmaction - INFO - Epoch [180][280/940] lr: 8.284e-02, eta: 1 day, 9:36:19, time: 1.715, data_time: 0.005, memory: 9063, top1_acc: 0.4742, top5_acc: 0.7076, loss_cls: 2.3107, loss: 2.3107, grad_norm: 2.0307 2020-08-11 13:18:32,362 - mmaction - INFO - Epoch [180][300/940] lr: 8.284e-02, eta: 1 day, 9:35:47, time: 1.745, data_time: 0.005, memory: 9063, top1_acc: 0.4822, top5_acc: 0.7199, loss_cls: 2.3084, loss: 2.3084, grad_norm: 2.0348 2020-08-11 13:19:05,999 - mmaction - INFO - Epoch [180][320/940] lr: 8.284e-02, eta: 1 day, 9:35:14, time: 1.681, data_time: 0.007, memory: 9063, top1_acc: 0.4807, top5_acc: 0.7223, loss_cls: 2.2720, loss: 2.2720, grad_norm: 2.0485 2020-08-11 13:19:41,556 - mmaction - INFO - Epoch [180][340/940] lr: 8.284e-02, eta: 1 day, 9:34:43, time: 1.779, data_time: 0.005, memory: 9063, top1_acc: 0.4820, top5_acc: 0.7162, loss_cls: 2.2793, loss: 2.2793, grad_norm: 2.0594 2020-08-11 13:20:16,628 - mmaction - INFO - Epoch [180][360/940] lr: 8.284e-02, eta: 1 day, 9:34:12, time: 1.750, data_time: 0.005, memory: 9063, top1_acc: 0.4830, top5_acc: 0.7166, loss_cls: 2.2822, loss: 2.2822, grad_norm: 2.0779 2020-08-11 13:20:53,673 - mmaction - INFO - Epoch [180][380/940] lr: 8.284e-02, eta: 1 day, 9:33:44, time: 1.856, data_time: 0.007, memory: 9063, top1_acc: 0.4574, top5_acc: 0.7074, loss_cls: 2.3752, loss: 2.3752, grad_norm: 2.0751 2020-08-11 13:21:27,943 - mmaction - INFO - Epoch [180][400/940] lr: 8.284e-02, eta: 1 day, 9:33:11, time: 1.711, data_time: 0.005, memory: 9063, top1_acc: 0.4822, top5_acc: 0.7080, loss_cls: 2.3357, loss: 2.3357, grad_norm: 2.0530 2020-08-11 13:22:03,153 - mmaction - INFO - Epoch [180][420/940] lr: 8.284e-02, eta: 1 day, 9:32:40, time: 1.760, data_time: 0.006, memory: 9063, top1_acc: 0.4695, top5_acc: 0.7076, loss_cls: 2.3577, loss: 2.3577, grad_norm: 2.0318 2020-08-11 13:22:38,305 - mmaction - INFO - Epoch [180][440/940] lr: 8.284e-02, eta: 1 day, 9:32:09, time: 1.760, data_time: 0.005, memory: 9063, top1_acc: 0.4695, top5_acc: 0.7070, loss_cls: 2.3313, loss: 2.3313, grad_norm: 2.0285 2020-08-11 13:23:14,080 - mmaction - INFO - Epoch [180][460/940] lr: 8.284e-02, eta: 1 day, 9:31:39, time: 1.789, data_time: 0.003, memory: 9063, top1_acc: 0.4756, top5_acc: 0.7176, loss_cls: 2.3148, loss: 2.3148, grad_norm: 2.0591 2020-08-11 13:23:49,647 - mmaction - INFO - Epoch [180][480/940] lr: 8.284e-02, eta: 1 day, 9:31:08, time: 1.774, data_time: 0.004, memory: 9063, top1_acc: 0.4781, top5_acc: 0.7230, loss_cls: 2.2788, loss: 2.2788, grad_norm: 2.0409 2020-08-11 13:24:24,982 - mmaction - INFO - Epoch [180][500/940] lr: 8.284e-02, eta: 1 day, 9:30:37, time: 1.772, data_time: 0.007, memory: 9063, top1_acc: 0.4729, top5_acc: 0.7078, loss_cls: 2.3416, loss: 2.3416, grad_norm: 2.0112 2020-08-11 13:25:00,425 - mmaction - INFO - Epoch [180][520/940] lr: 8.284e-02, eta: 1 day, 9:30:06, time: 1.769, data_time: 0.005, memory: 9063, top1_acc: 0.4805, top5_acc: 0.7188, loss_cls: 2.2775, loss: 2.2775, grad_norm: 2.0719 2020-08-11 13:25:36,444 - mmaction - INFO - Epoch [180][540/940] lr: 8.284e-02, eta: 1 day, 9:29:36, time: 1.805, data_time: 0.007, memory: 9063, top1_acc: 0.4752, top5_acc: 0.7158, loss_cls: 2.2894, loss: 2.2894, grad_norm: 2.0714 2020-08-11 13:26:11,540 - mmaction - INFO - Epoch [180][560/940] lr: 8.284e-02, eta: 1 day, 9:29:05, time: 1.752, data_time: 0.004, memory: 9063, top1_acc: 0.4818, top5_acc: 0.7178, loss_cls: 2.2576, loss: 2.2576, grad_norm: 2.0313 2020-08-11 13:26:46,362 - mmaction - INFO - Epoch [180][580/940] lr: 8.284e-02, eta: 1 day, 9:28:33, time: 1.744, data_time: 0.006, memory: 9063, top1_acc: 0.4857, top5_acc: 0.7244, loss_cls: 2.2942, loss: 2.2942, grad_norm: 2.0472 2020-08-11 13:27:21,591 - mmaction - INFO - Epoch [180][600/940] lr: 8.284e-02, eta: 1 day, 9:28:02, time: 1.759, data_time: 0.005, memory: 9063, top1_acc: 0.4730, top5_acc: 0.7146, loss_cls: 2.3258, loss: 2.3258, grad_norm: 2.0863 2020-08-11 13:27:57,322 - mmaction - INFO - Epoch [180][620/940] lr: 8.284e-02, eta: 1 day, 9:27:32, time: 1.787, data_time: 0.005, memory: 9063, top1_acc: 0.4656, top5_acc: 0.7170, loss_cls: 2.3186, loss: 2.3186, grad_norm: 2.0557 2020-08-11 13:28:30,525 - mmaction - INFO - Epoch [180][640/940] lr: 8.284e-02, eta: 1 day, 9:26:58, time: 1.661, data_time: 0.004, memory: 9063, top1_acc: 0.4764, top5_acc: 0.7029, loss_cls: 2.3528, loss: 2.3528, grad_norm: 2.1032 2020-08-11 13:29:05,681 - mmaction - INFO - Epoch [180][660/940] lr: 8.284e-02, eta: 1 day, 9:26:26, time: 1.755, data_time: 0.007, memory: 9063, top1_acc: 0.4861, top5_acc: 0.7158, loss_cls: 2.2890, loss: 2.2890, grad_norm: 2.0013 2020-08-11 13:29:41,961 - mmaction - INFO - Epoch [180][680/940] lr: 8.284e-02, eta: 1 day, 9:25:57, time: 1.817, data_time: 0.007, memory: 9063, top1_acc: 0.4652, top5_acc: 0.7084, loss_cls: 2.3306, loss: 2.3306, grad_norm: 2.0819 2020-08-11 13:30:17,804 - mmaction - INFO - Epoch [180][700/940] lr: 8.284e-02, eta: 1 day, 9:25:27, time: 1.792, data_time: 0.006, memory: 9063, top1_acc: 0.4531, top5_acc: 0.7033, loss_cls: 2.3606, loss: 2.3606, grad_norm: 2.0791 2020-08-11 13:30:52,306 - mmaction - INFO - Epoch [180][720/940] lr: 8.284e-02, eta: 1 day, 9:24:55, time: 1.725, data_time: 0.003, memory: 9063, top1_acc: 0.4664, top5_acc: 0.7025, loss_cls: 2.3655, loss: 2.3655, grad_norm: 2.0582 2020-08-11 13:31:26,005 - mmaction - INFO - Epoch [180][740/940] lr: 8.284e-02, eta: 1 day, 9:24:21, time: 1.683, data_time: 0.005, memory: 9063, top1_acc: 0.4807, top5_acc: 0.7182, loss_cls: 2.3032, loss: 2.3032, grad_norm: 2.0637 2020-08-11 13:32:01,186 - mmaction - INFO - Epoch [180][760/940] lr: 8.284e-02, eta: 1 day, 9:23:50, time: 1.759, data_time: 0.006, memory: 9063, top1_acc: 0.4717, top5_acc: 0.7143, loss_cls: 2.3108, loss: 2.3108, grad_norm: 2.0343 2020-08-11 13:32:36,761 - mmaction - INFO - Epoch [180][780/940] lr: 8.284e-02, eta: 1 day, 9:23:19, time: 1.780, data_time: 0.006, memory: 9063, top1_acc: 0.4691, top5_acc: 0.7076, loss_cls: 2.3615, loss: 2.3615, grad_norm: 2.0524 2020-08-11 13:33:12,924 - mmaction - INFO - Epoch [180][800/940] lr: 8.284e-02, eta: 1 day, 9:22:49, time: 1.807, data_time: 0.006, memory: 9063, top1_acc: 0.4738, top5_acc: 0.7137, loss_cls: 2.3257, loss: 2.3257, grad_norm: 2.0459 2020-08-11 13:33:46,538 - mmaction - INFO - Epoch [180][820/940] lr: 8.284e-02, eta: 1 day, 9:22:16, time: 1.683, data_time: 0.006, memory: 9063, top1_acc: 0.4682, top5_acc: 0.7037, loss_cls: 2.3620, loss: 2.3620, grad_norm: 2.0854 2020-08-11 13:34:21,024 - mmaction - INFO - Epoch [180][840/940] lr: 8.284e-02, eta: 1 day, 9:21:44, time: 1.722, data_time: 0.004, memory: 9063, top1_acc: 0.4797, top5_acc: 0.7117, loss_cls: 2.3021, loss: 2.3021, grad_norm: 2.0374 2020-08-11 13:34:56,767 - mmaction - INFO - Epoch [180][860/940] lr: 8.284e-02, eta: 1 day, 9:21:13, time: 1.788, data_time: 0.005, memory: 9063, top1_acc: 0.4754, top5_acc: 0.7098, loss_cls: 2.3281, loss: 2.3281, grad_norm: 2.0699 2020-08-11 13:35:33,154 - mmaction - INFO - Epoch [180][880/940] lr: 8.284e-02, eta: 1 day, 9:20:44, time: 1.818, data_time: 0.006, memory: 9063, top1_acc: 0.4738, top5_acc: 0.7125, loss_cls: 2.3273, loss: 2.3273, grad_norm: 2.0432 2020-08-11 13:36:08,787 - mmaction - INFO - Epoch [180][900/940] lr: 8.284e-02, eta: 1 day, 9:20:13, time: 1.783, data_time: 0.005, memory: 9063, top1_acc: 0.4582, top5_acc: 0.7100, loss_cls: 2.3393, loss: 2.3393, grad_norm: 2.0052 2020-08-11 13:36:44,276 - mmaction - INFO - Epoch [180][920/940] lr: 8.284e-02, eta: 1 day, 9:19:42, time: 1.773, data_time: 0.006, memory: 9063, top1_acc: 0.4682, top5_acc: 0.7105, loss_cls: 2.3304, loss: 2.3304, grad_norm: 2.0581 2020-08-11 13:37:19,080 - mmaction - INFO - Epoch [180][940/940] lr: 8.284e-02, eta: 1 day, 9:19:11, time: 1.740, data_time: 0.005, memory: 9063, top1_acc: 0.4862, top5_acc: 0.7206, loss_cls: 2.2594, loss: 2.2594, grad_norm: 2.0664 2020-08-11 13:37:19,347 - mmaction - INFO - Saving checkpoint at 180 epochs 2020-08-11 13:38:00,610 - mmaction - INFO - Epoch [181][20/940] lr: 8.086e-02, eta: 1 day, 9:18:46, time: 1.972, data_time: 0.377, memory: 9063, top1_acc: 0.4838, top5_acc: 0.7197, loss_cls: 2.2826, loss: 2.2826, grad_norm: 2.0116 2020-08-11 13:38:35,247 - mmaction - INFO - Epoch [181][40/940] lr: 8.086e-02, eta: 1 day, 9:18:14, time: 1.732, data_time: 0.005, memory: 9063, top1_acc: 0.4832, top5_acc: 0.7189, loss_cls: 2.2798, loss: 2.2798, grad_norm: 2.0301 2020-08-11 13:39:09,722 - mmaction - INFO - Epoch [181][60/940] lr: 8.086e-02, eta: 1 day, 9:17:41, time: 1.718, data_time: 0.002, memory: 9063, top1_acc: 0.4750, top5_acc: 0.7123, loss_cls: 2.3219, loss: 2.3219, grad_norm: 2.0602 2020-08-11 13:39:45,809 - mmaction - INFO - Epoch [181][80/940] lr: 8.086e-02, eta: 1 day, 9:17:11, time: 1.808, data_time: 0.007, memory: 9063, top1_acc: 0.4971, top5_acc: 0.7264, loss_cls: 2.1915, loss: 2.1915, grad_norm: 2.0257 2020-08-11 13:40:20,693 - mmaction - INFO - Epoch [181][100/940] lr: 8.086e-02, eta: 1 day, 9:16:40, time: 1.743, data_time: 0.005, memory: 9063, top1_acc: 0.4861, top5_acc: 0.7215, loss_cls: 2.2731, loss: 2.2731, grad_norm: 2.0326 2020-08-11 13:40:56,899 - mmaction - INFO - Epoch [181][120/940] lr: 8.086e-02, eta: 1 day, 9:16:10, time: 1.812, data_time: 0.006, memory: 9063, top1_acc: 0.4898, top5_acc: 0.7133, loss_cls: 2.2838, loss: 2.2838, grad_norm: 2.0034 2020-08-11 13:41:31,574 - mmaction - INFO - Epoch [181][140/940] lr: 8.086e-02, eta: 1 day, 9:15:38, time: 1.734, data_time: 0.006, memory: 9063, top1_acc: 0.4756, top5_acc: 0.7211, loss_cls: 2.2773, loss: 2.2773, grad_norm: 2.0574 2020-08-11 13:42:06,729 - mmaction - INFO - Epoch [181][160/940] lr: 8.086e-02, eta: 1 day, 9:15:06, time: 1.753, data_time: 0.005, memory: 9063, top1_acc: 0.4672, top5_acc: 0.7117, loss_cls: 2.3266, loss: 2.3266, grad_norm: 2.0676 2020-08-11 13:42:43,348 - mmaction - INFO - Epoch [181][180/940] lr: 8.086e-02, eta: 1 day, 9:14:37, time: 1.830, data_time: 0.007, memory: 9063, top1_acc: 0.4762, top5_acc: 0.7172, loss_cls: 2.3086, loss: 2.3086, grad_norm: 2.0673 2020-08-11 13:43:17,166 - mmaction - INFO - Epoch [181][200/940] lr: 8.086e-02, eta: 1 day, 9:14:04, time: 1.696, data_time: 0.008, memory: 9063, top1_acc: 0.4758, top5_acc: 0.7174, loss_cls: 2.2940, loss: 2.2940, grad_norm: 2.0626 2020-08-11 13:43:53,003 - mmaction - INFO - Epoch [181][220/940] lr: 8.086e-02, eta: 1 day, 9:13:34, time: 1.788, data_time: 0.005, memory: 9063, top1_acc: 0.4875, top5_acc: 0.7229, loss_cls: 2.2789, loss: 2.2789, grad_norm: 2.0679 2020-08-11 13:44:27,915 - mmaction - INFO - Epoch [181][240/940] lr: 8.086e-02, eta: 1 day, 9:13:02, time: 1.750, data_time: 0.007, memory: 9063, top1_acc: 0.4777, top5_acc: 0.7223, loss_cls: 2.2885, loss: 2.2885, grad_norm: 2.0768 2020-08-11 13:45:03,029 - mmaction - INFO - Epoch [181][260/940] lr: 8.086e-02, eta: 1 day, 9:12:31, time: 1.755, data_time: 0.005, memory: 9063, top1_acc: 0.4813, top5_acc: 0.7139, loss_cls: 2.2869, loss: 2.2869, grad_norm: 2.0561 2020-08-11 13:45:36,127 - mmaction - INFO - Epoch [181][280/940] lr: 8.086e-02, eta: 1 day, 9:11:56, time: 1.655, data_time: 0.004, memory: 9063, top1_acc: 0.4689, top5_acc: 0.7111, loss_cls: 2.3183, loss: 2.3183, grad_norm: 2.0603 2020-08-11 13:46:11,225 - mmaction - INFO - Epoch [181][300/940] lr: 8.086e-02, eta: 1 day, 9:11:25, time: 1.754, data_time: 0.005, memory: 9063, top1_acc: 0.4764, top5_acc: 0.7115, loss_cls: 2.3487, loss: 2.3487, grad_norm: 2.0594 2020-08-11 13:46:46,314 - mmaction - INFO - Epoch [181][320/940] lr: 8.086e-02, eta: 1 day, 9:10:54, time: 1.756, data_time: 0.005, memory: 9063, top1_acc: 0.4703, top5_acc: 0.7170, loss_cls: 2.3277, loss: 2.3277, grad_norm: 2.0817 2020-08-11 13:47:23,007 - mmaction - INFO - Epoch [181][340/940] lr: 8.086e-02, eta: 1 day, 9:10:25, time: 1.835, data_time: 0.005, memory: 9063, top1_acc: 0.4789, top5_acc: 0.7119, loss_cls: 2.3301, loss: 2.3301, grad_norm: 2.0867 2020-08-11 13:47:57,625 - mmaction - INFO - Epoch [181][360/940] lr: 8.086e-02, eta: 1 day, 9:09:52, time: 1.729, data_time: 0.002, memory: 9063, top1_acc: 0.4850, top5_acc: 0.7152, loss_cls: 2.3027, loss: 2.3027, grad_norm: 2.0340 2020-08-11 13:48:34,184 - mmaction - INFO - Epoch [181][380/940] lr: 8.086e-02, eta: 1 day, 9:09:23, time: 1.829, data_time: 0.006, memory: 9063, top1_acc: 0.4951, top5_acc: 0.7279, loss_cls: 2.2449, loss: 2.2449, grad_norm: 2.0754 2020-08-11 13:49:09,506 - mmaction - INFO - Epoch [181][400/940] lr: 8.086e-02, eta: 1 day, 9:08:52, time: 1.764, data_time: 0.006, memory: 9063, top1_acc: 0.4709, top5_acc: 0.7174, loss_cls: 2.3162, loss: 2.3162, grad_norm: 2.0611 2020-08-11 13:49:44,979 - mmaction - INFO - Epoch [181][420/940] lr: 8.086e-02, eta: 1 day, 9:08:21, time: 1.775, data_time: 0.006, memory: 9063, top1_acc: 0.4764, top5_acc: 0.7092, loss_cls: 2.3100, loss: 2.3100, grad_norm: 2.0570 2020-08-11 13:50:21,350 - mmaction - INFO - Epoch [181][440/940] lr: 8.086e-02, eta: 1 day, 9:07:51, time: 1.814, data_time: 0.006, memory: 9063, top1_acc: 0.4787, top5_acc: 0.7090, loss_cls: 2.3274, loss: 2.3274, grad_norm: 2.0760 2020-08-11 13:50:56,496 - mmaction - INFO - Epoch [181][460/940] lr: 8.086e-02, eta: 1 day, 9:07:20, time: 1.761, data_time: 0.007, memory: 9063, top1_acc: 0.4963, top5_acc: 0.7322, loss_cls: 2.2275, loss: 2.2275, grad_norm: 2.0506 2020-08-11 13:51:31,553 - mmaction - INFO - Epoch [181][480/940] lr: 8.086e-02, eta: 1 day, 9:06:49, time: 1.752, data_time: 0.006, memory: 9063, top1_acc: 0.4734, top5_acc: 0.7104, loss_cls: 2.3342, loss: 2.3342, grad_norm: 2.0602 2020-08-11 13:52:07,393 - mmaction - INFO - Epoch [181][500/940] lr: 8.086e-02, eta: 1 day, 9:06:18, time: 1.791, data_time: 0.006, memory: 9063, top1_acc: 0.4820, top5_acc: 0.7174, loss_cls: 2.2866, loss: 2.2866, grad_norm: 2.0565 2020-08-11 13:52:43,021 - mmaction - INFO - Epoch [181][520/940] lr: 8.086e-02, eta: 1 day, 9:05:48, time: 1.784, data_time: 0.006, memory: 9063, top1_acc: 0.4752, top5_acc: 0.7076, loss_cls: 2.3339, loss: 2.3339, grad_norm: 2.0615 2020-08-11 13:53:18,926 - mmaction - INFO - Epoch [181][540/940] lr: 8.086e-02, eta: 1 day, 9:05:17, time: 1.794, data_time: 0.006, memory: 9063, top1_acc: 0.4795, top5_acc: 0.7150, loss_cls: 2.3089, loss: 2.3089, grad_norm: 2.0316 2020-08-11 13:53:54,714 - mmaction - INFO - Epoch [181][560/940] lr: 8.086e-02, eta: 1 day, 9:04:47, time: 1.791, data_time: 0.006, memory: 9063, top1_acc: 0.4787, top5_acc: 0.7166, loss_cls: 2.2957, loss: 2.2957, grad_norm: 2.0731 2020-08-11 13:54:29,668 - mmaction - INFO - Epoch [181][580/940] lr: 8.086e-02, eta: 1 day, 9:04:15, time: 1.746, data_time: 0.005, memory: 9063, top1_acc: 0.4814, top5_acc: 0.7152, loss_cls: 2.3026, loss: 2.3026, grad_norm: 2.0788 2020-08-11 13:55:05,378 - mmaction - INFO - Epoch [181][600/940] lr: 8.086e-02, eta: 1 day, 9:03:44, time: 1.787, data_time: 0.007, memory: 9063, top1_acc: 0.4805, top5_acc: 0.7199, loss_cls: 2.3133, loss: 2.3133, grad_norm: 2.0787 2020-08-11 13:55:40,893 - mmaction - INFO - Epoch [181][620/940] lr: 8.086e-02, eta: 1 day, 9:03:14, time: 1.776, data_time: 0.002, memory: 9063, top1_acc: 0.4746, top5_acc: 0.7189, loss_cls: 2.2878, loss: 2.2878, grad_norm: 2.0745 2020-08-11 13:56:17,386 - mmaction - INFO - Epoch [181][640/940] lr: 8.086e-02, eta: 1 day, 9:02:44, time: 1.824, data_time: 0.005, memory: 9063, top1_acc: 0.4801, top5_acc: 0.7262, loss_cls: 2.2563, loss: 2.2563, grad_norm: 2.0321 2020-08-11 13:56:53,277 - mmaction - INFO - Epoch [181][660/940] lr: 8.086e-02, eta: 1 day, 9:02:14, time: 1.795, data_time: 0.005, memory: 9063, top1_acc: 0.4707, top5_acc: 0.7145, loss_cls: 2.3258, loss: 2.3258, grad_norm: 2.0466 2020-08-11 13:57:27,721 - mmaction - INFO - Epoch [181][680/940] lr: 8.086e-02, eta: 1 day, 9:01:41, time: 1.720, data_time: 0.006, memory: 9063, top1_acc: 0.4758, top5_acc: 0.7113, loss_cls: 2.3065, loss: 2.3065, grad_norm: 2.0414 2020-08-11 13:58:02,788 - mmaction - INFO - Epoch [181][700/940] lr: 8.086e-02, eta: 1 day, 9:01:10, time: 1.756, data_time: 0.007, memory: 9063, top1_acc: 0.4881, top5_acc: 0.7154, loss_cls: 2.3098, loss: 2.3098, grad_norm: 2.0319 2020-08-11 13:58:38,258 - mmaction - INFO - Epoch [181][720/940] lr: 8.086e-02, eta: 1 day, 9:00:39, time: 1.772, data_time: 0.005, memory: 9063, top1_acc: 0.4838, top5_acc: 0.7189, loss_cls: 2.2637, loss: 2.2637, grad_norm: 2.0927 2020-08-11 13:59:13,877 - mmaction - INFO - Epoch [181][740/940] lr: 8.086e-02, eta: 1 day, 9:00:08, time: 1.781, data_time: 0.006, memory: 9063, top1_acc: 0.4760, top5_acc: 0.7113, loss_cls: 2.3019, loss: 2.3019, grad_norm: 2.0803 2020-08-11 13:59:50,198 - mmaction - INFO - Epoch [181][760/940] lr: 8.086e-02, eta: 1 day, 8:59:38, time: 1.818, data_time: 0.007, memory: 9063, top1_acc: 0.4867, top5_acc: 0.7209, loss_cls: 2.2636, loss: 2.2636, grad_norm: 2.0328 2020-08-11 14:00:34,032 - mmaction - INFO - Epoch [181][780/940] lr: 8.086e-02, eta: 1 day, 8:59:19, time: 2.175, data_time: 0.005, memory: 9063, top1_acc: 0.4758, top5_acc: 0.7123, loss_cls: 2.3186, loss: 2.3186, grad_norm: 2.0297 2020-08-11 14:01:06,946 - mmaction - INFO - Epoch [181][800/940] lr: 8.086e-02, eta: 1 day, 8:58:45, time: 1.662, data_time: 0.034, memory: 9063, top1_acc: 0.4707, top5_acc: 0.7109, loss_cls: 2.3486, loss: 2.3486, grad_norm: 2.0459 2020-08-11 14:01:42,117 - mmaction - INFO - Epoch [181][820/940] lr: 8.086e-02, eta: 1 day, 8:58:13, time: 1.759, data_time: 0.005, memory: 9063, top1_acc: 0.4727, top5_acc: 0.7148, loss_cls: 2.3140, loss: 2.3140, grad_norm: 2.0574 2020-08-11 14:02:16,027 - mmaction - INFO - Epoch [181][840/940] lr: 8.086e-02, eta: 1 day, 8:57:40, time: 1.696, data_time: 0.002, memory: 9063, top1_acc: 0.4844, top5_acc: 0.7252, loss_cls: 2.2693, loss: 2.2693, grad_norm: 2.0425 2020-08-11 14:02:48,316 - mmaction - INFO - Epoch [181][860/940] lr: 8.086e-02, eta: 1 day, 8:57:05, time: 1.613, data_time: 0.004, memory: 9063, top1_acc: 0.4822, top5_acc: 0.7297, loss_cls: 2.2613, loss: 2.2613, grad_norm: 2.0506 2020-08-11 14:03:22,828 - mmaction - INFO - Epoch [181][880/940] lr: 8.086e-02, eta: 1 day, 8:56:32, time: 1.724, data_time: 0.005, memory: 9063, top1_acc: 0.4877, top5_acc: 0.7223, loss_cls: 2.2717, loss: 2.2717, grad_norm: 2.0607 2020-08-11 14:03:58,551 - mmaction - INFO - Epoch [181][900/940] lr: 8.086e-02, eta: 1 day, 8:56:02, time: 1.787, data_time: 0.010, memory: 9063, top1_acc: 0.4816, top5_acc: 0.7299, loss_cls: 2.2568, loss: 2.2568, grad_norm: 2.0831 2020-08-11 14:04:34,391 - mmaction - INFO - Epoch [181][920/940] lr: 8.086e-02, eta: 1 day, 8:55:31, time: 1.795, data_time: 0.007, memory: 9063, top1_acc: 0.4742, top5_acc: 0.7133, loss_cls: 2.3326, loss: 2.3326, grad_norm: 2.0819 2020-08-11 14:05:06,236 - mmaction - INFO - Epoch [181][940/940] lr: 8.086e-02, eta: 1 day, 8:54:55, time: 1.592, data_time: 0.005, memory: 9063, top1_acc: 0.4864, top5_acc: 0.7232, loss_cls: 2.3014, loss: 2.3014, grad_norm: 2.1014 2020-08-11 14:05:52,243 - mmaction - INFO - Epoch [182][20/940] lr: 7.890e-02, eta: 1 day, 8:54:38, time: 2.274, data_time: 0.700, memory: 9063, top1_acc: 0.4830, top5_acc: 0.7225, loss_cls: 2.2624, loss: 2.2624, grad_norm: 2.1038 2020-08-11 14:06:25,213 - mmaction - INFO - Epoch [182][40/940] lr: 7.890e-02, eta: 1 day, 8:54:04, time: 1.650, data_time: 0.006, memory: 9063, top1_acc: 0.4822, top5_acc: 0.7137, loss_cls: 2.2972, loss: 2.2972, grad_norm: 2.0700 2020-08-11 14:06:58,541 - mmaction - INFO - Epoch [182][60/940] lr: 7.890e-02, eta: 1 day, 8:53:30, time: 1.665, data_time: 0.007, memory: 9063, top1_acc: 0.4684, top5_acc: 0.7086, loss_cls: 2.3200, loss: 2.3200, grad_norm: 2.0997 2020-08-11 14:07:33,676 - mmaction - INFO - Epoch [182][80/940] lr: 7.890e-02, eta: 1 day, 8:52:58, time: 1.758, data_time: 0.006, memory: 9063, top1_acc: 0.4699, top5_acc: 0.7037, loss_cls: 2.3591, loss: 2.3591, grad_norm: 2.0651 2020-08-11 14:08:08,520 - mmaction - INFO - Epoch [182][100/940] lr: 7.890e-02, eta: 1 day, 8:52:26, time: 1.737, data_time: 0.006, memory: 9063, top1_acc: 0.4797, top5_acc: 0.7148, loss_cls: 2.3022, loss: 2.3022, grad_norm: 2.0638 2020-08-11 14:08:43,912 - mmaction - INFO - Epoch [182][120/940] lr: 7.890e-02, eta: 1 day, 8:51:55, time: 1.774, data_time: 0.008, memory: 9063, top1_acc: 0.4873, top5_acc: 0.7197, loss_cls: 2.2822, loss: 2.2822, grad_norm: 2.0641 2020-08-11 14:09:19,380 - mmaction - INFO - Epoch [182][140/940] lr: 7.890e-02, eta: 1 day, 8:51:24, time: 1.773, data_time: 0.003, memory: 9063, top1_acc: 0.4959, top5_acc: 0.7248, loss_cls: 2.2336, loss: 2.2336, grad_norm: 2.0592 2020-08-11 14:09:54,452 - mmaction - INFO - Epoch [182][160/940] lr: 7.890e-02, eta: 1 day, 8:50:53, time: 1.751, data_time: 0.006, memory: 9063, top1_acc: 0.4822, top5_acc: 0.7162, loss_cls: 2.2911, loss: 2.2911, grad_norm: 2.0885 2020-08-11 14:10:28,540 - mmaction - INFO - Epoch [182][180/940] lr: 7.890e-02, eta: 1 day, 8:50:20, time: 1.707, data_time: 0.006, memory: 9063, top1_acc: 0.4781, top5_acc: 0.7123, loss_cls: 2.2941, loss: 2.2941, grad_norm: 2.1097 2020-08-11 14:11:04,219 - mmaction - INFO - Epoch [182][200/940] lr: 7.890e-02, eta: 1 day, 8:49:49, time: 1.783, data_time: 0.005, memory: 9063, top1_acc: 0.4775, top5_acc: 0.7117, loss_cls: 2.3084, loss: 2.3084, grad_norm: 2.1074 2020-08-11 14:11:40,433 - mmaction - INFO - Epoch [182][220/940] lr: 7.890e-02, eta: 1 day, 8:49:19, time: 1.813, data_time: 0.006, memory: 9063, top1_acc: 0.4934, top5_acc: 0.7320, loss_cls: 2.2180, loss: 2.2180, grad_norm: 2.0593 2020-08-11 14:12:15,017 - mmaction - INFO - Epoch [182][240/940] lr: 7.890e-02, eta: 1 day, 8:48:47, time: 1.727, data_time: 0.002, memory: 9063, top1_acc: 0.4795, top5_acc: 0.7193, loss_cls: 2.2682, loss: 2.2682, grad_norm: 2.0855 2020-08-11 14:12:51,077 - mmaction - INFO - Epoch [182][260/940] lr: 7.890e-02, eta: 1 day, 8:48:16, time: 1.803, data_time: 0.005, memory: 9063, top1_acc: 0.4818, top5_acc: 0.7217, loss_cls: 2.2941, loss: 2.2941, grad_norm: 2.0829 2020-08-11 14:13:27,074 - mmaction - INFO - Epoch [182][280/940] lr: 7.890e-02, eta: 1 day, 8:47:46, time: 1.800, data_time: 0.005, memory: 9063, top1_acc: 0.4746, top5_acc: 0.7172, loss_cls: 2.2895, loss: 2.2895, grad_norm: 2.0943 2020-08-11 14:14:01,051 - mmaction - INFO - Epoch [182][300/940] lr: 7.890e-02, eta: 1 day, 8:47:13, time: 1.701, data_time: 0.006, memory: 9063, top1_acc: 0.4838, top5_acc: 0.7166, loss_cls: 2.2842, loss: 2.2842, grad_norm: 2.0746 2020-08-11 14:14:35,761 - mmaction - INFO - Epoch [182][320/940] lr: 7.890e-02, eta: 1 day, 8:46:41, time: 1.733, data_time: 0.005, memory: 9063, top1_acc: 0.4902, top5_acc: 0.7227, loss_cls: 2.2744, loss: 2.2744, grad_norm: 2.0924 2020-08-11 14:15:11,703 - mmaction - INFO - Epoch [182][340/940] lr: 7.890e-02, eta: 1 day, 8:46:10, time: 1.796, data_time: 0.006, memory: 9063, top1_acc: 0.4793, top5_acc: 0.7166, loss_cls: 2.2841, loss: 2.2841, grad_norm: 2.0862 2020-08-11 14:15:48,089 - mmaction - INFO - Epoch [182][360/940] lr: 7.890e-02, eta: 1 day, 8:45:41, time: 1.823, data_time: 0.005, memory: 9063, top1_acc: 0.4752, top5_acc: 0.7152, loss_cls: 2.3210, loss: 2.3210, grad_norm: 2.0825 2020-08-11 14:16:23,111 - mmaction - INFO - Epoch [182][380/940] lr: 7.890e-02, eta: 1 day, 8:45:09, time: 1.747, data_time: 0.005, memory: 9063, top1_acc: 0.4770, top5_acc: 0.7125, loss_cls: 2.3220, loss: 2.3220, grad_norm: 2.0643 2020-08-11 14:16:58,683 - mmaction - INFO - Epoch [182][400/940] lr: 7.890e-02, eta: 1 day, 8:44:38, time: 1.782, data_time: 0.007, memory: 9063, top1_acc: 0.4902, top5_acc: 0.7180, loss_cls: 2.2932, loss: 2.2932, grad_norm: 2.0660 2020-08-11 14:17:34,180 - mmaction - INFO - Epoch [182][420/940] lr: 7.890e-02, eta: 1 day, 8:44:07, time: 1.773, data_time: 0.005, memory: 9063, top1_acc: 0.4822, top5_acc: 0.7154, loss_cls: 2.2700, loss: 2.2700, grad_norm: 2.0887 2020-08-11 14:18:10,352 - mmaction - INFO - Epoch [182][440/940] lr: 7.890e-02, eta: 1 day, 8:43:37, time: 1.808, data_time: 0.006, memory: 9063, top1_acc: 0.4834, top5_acc: 0.7096, loss_cls: 2.2968, loss: 2.2968, grad_norm: 2.0802 2020-08-11 14:18:45,638 - mmaction - INFO - Epoch [182][460/940] lr: 7.890e-02, eta: 1 day, 8:43:06, time: 1.766, data_time: 0.010, memory: 9063, top1_acc: 0.4889, top5_acc: 0.7223, loss_cls: 2.2561, loss: 2.2561, grad_norm: 2.0875 2020-08-11 14:19:20,595 - mmaction - INFO - Epoch [182][480/940] lr: 7.890e-02, eta: 1 day, 8:42:34, time: 1.747, data_time: 0.006, memory: 9063, top1_acc: 0.4865, top5_acc: 0.7266, loss_cls: 2.2549, loss: 2.2549, grad_norm: 2.0838 2020-08-11 14:19:56,025 - mmaction - INFO - Epoch [182][500/940] lr: 7.890e-02, eta: 1 day, 8:42:03, time: 1.768, data_time: 0.005, memory: 9063, top1_acc: 0.4760, top5_acc: 0.7182, loss_cls: 2.2785, loss: 2.2785, grad_norm: 2.0953 2020-08-11 14:20:31,481 - mmaction - INFO - Epoch [182][520/940] lr: 7.890e-02, eta: 1 day, 8:41:31, time: 1.771, data_time: 0.011, memory: 9063, top1_acc: 0.4705, top5_acc: 0.7156, loss_cls: 2.2896, loss: 2.2896, grad_norm: 2.1107 2020-08-11 14:21:07,048 - mmaction - INFO - Epoch [182][540/940] lr: 7.890e-02, eta: 1 day, 8:41:01, time: 1.785, data_time: 0.008, memory: 9063, top1_acc: 0.4898, top5_acc: 0.7158, loss_cls: 2.2885, loss: 2.2885, grad_norm: 2.0432 2020-08-11 14:21:42,808 - mmaction - INFO - Epoch [182][560/940] lr: 7.890e-02, eta: 1 day, 8:40:30, time: 1.786, data_time: 0.006, memory: 9063, top1_acc: 0.4797, top5_acc: 0.7170, loss_cls: 2.2785, loss: 2.2785, grad_norm: 2.0895 2020-08-11 14:22:18,639 - mmaction - INFO - Epoch [182][580/940] lr: 7.890e-02, eta: 1 day, 8:39:59, time: 1.792, data_time: 0.005, memory: 9063, top1_acc: 0.4824, top5_acc: 0.7199, loss_cls: 2.2773, loss: 2.2773, grad_norm: 2.0831 2020-08-11 14:22:53,554 - mmaction - INFO - Epoch [182][600/940] lr: 7.890e-02, eta: 1 day, 8:39:28, time: 1.747, data_time: 0.006, memory: 9063, top1_acc: 0.4908, top5_acc: 0.7309, loss_cls: 2.2162, loss: 2.2162, grad_norm: 2.0532 2020-08-11 14:23:29,449 - mmaction - INFO - Epoch [182][620/940] lr: 7.890e-02, eta: 1 day, 8:38:57, time: 1.794, data_time: 0.006, memory: 9063, top1_acc: 0.4711, top5_acc: 0.7145, loss_cls: 2.3298, loss: 2.3298, grad_norm: 2.1011 2020-08-11 14:24:05,331 - mmaction - INFO - Epoch [182][640/940] lr: 7.890e-02, eta: 1 day, 8:38:26, time: 1.794, data_time: 0.005, memory: 9063, top1_acc: 0.4805, top5_acc: 0.7242, loss_cls: 2.2768, loss: 2.2768, grad_norm: 2.1200 2020-08-11 14:24:42,693 - mmaction - INFO - Epoch [182][660/940] lr: 7.890e-02, eta: 1 day, 8:37:58, time: 1.868, data_time: 0.007, memory: 9063, top1_acc: 0.4668, top5_acc: 0.7135, loss_cls: 2.3158, loss: 2.3158, grad_norm: 2.0885 2020-08-11 14:25:17,402 - mmaction - INFO - Epoch [182][680/940] lr: 7.890e-02, eta: 1 day, 8:37:26, time: 1.735, data_time: 0.005, memory: 9063, top1_acc: 0.4721, top5_acc: 0.7098, loss_cls: 2.3079, loss: 2.3079, grad_norm: 2.0516 2020-08-11 14:25:52,130 - mmaction - INFO - Epoch [182][700/940] lr: 7.890e-02, eta: 1 day, 8:36:54, time: 1.737, data_time: 0.006, memory: 9063, top1_acc: 0.4832, top5_acc: 0.7131, loss_cls: 2.3006, loss: 2.3006, grad_norm: 2.0639 2020-08-11 14:26:27,683 - mmaction - INFO - Epoch [182][720/940] lr: 7.890e-02, eta: 1 day, 8:36:23, time: 1.776, data_time: 0.005, memory: 9063, top1_acc: 0.4789, top5_acc: 0.7146, loss_cls: 2.3098, loss: 2.3098, grad_norm: 2.1245 2020-08-11 14:27:02,622 - mmaction - INFO - Epoch [182][740/940] lr: 7.890e-02, eta: 1 day, 8:35:51, time: 1.749, data_time: 0.007, memory: 9063, top1_acc: 0.4813, top5_acc: 0.7172, loss_cls: 2.2905, loss: 2.2905, grad_norm: 2.0806 2020-08-11 14:27:39,069 - mmaction - INFO - Epoch [182][760/940] lr: 7.890e-02, eta: 1 day, 8:35:21, time: 1.822, data_time: 0.005, memory: 9063, top1_acc: 0.4732, top5_acc: 0.7096, loss_cls: 2.3340, loss: 2.3340, grad_norm: 2.1246 2020-08-11 14:28:15,500 - mmaction - INFO - Epoch [182][780/940] lr: 7.890e-02, eta: 1 day, 8:34:51, time: 1.821, data_time: 0.005, memory: 9063, top1_acc: 0.4713, top5_acc: 0.7070, loss_cls: 2.3332, loss: 2.3332, grad_norm: 2.0965 2020-08-11 14:28:50,707 - mmaction - INFO - Epoch [182][800/940] lr: 7.890e-02, eta: 1 day, 8:34:20, time: 1.761, data_time: 0.006, memory: 9063, top1_acc: 0.4875, top5_acc: 0.7189, loss_cls: 2.2791, loss: 2.2791, grad_norm: 2.0666 2020-08-11 14:29:27,314 - mmaction - INFO - Epoch [182][820/940] lr: 7.890e-02, eta: 1 day, 8:33:50, time: 1.830, data_time: 0.002, memory: 9063, top1_acc: 0.4873, top5_acc: 0.7152, loss_cls: 2.2597, loss: 2.2597, grad_norm: 2.0786 2020-08-11 14:30:01,275 - mmaction - INFO - Epoch [182][840/940] lr: 7.890e-02, eta: 1 day, 8:33:17, time: 1.697, data_time: 0.006, memory: 9063, top1_acc: 0.4699, top5_acc: 0.7061, loss_cls: 2.3383, loss: 2.3383, grad_norm: 2.1077 2020-08-11 14:30:37,538 - mmaction - INFO - Epoch [182][860/940] lr: 7.890e-02, eta: 1 day, 8:32:47, time: 1.815, data_time: 0.006, memory: 9063, top1_acc: 0.4703, top5_acc: 0.7082, loss_cls: 2.3193, loss: 2.3193, grad_norm: 2.0644 2020-08-11 14:31:14,001 - mmaction - INFO - Epoch [182][880/940] lr: 7.890e-02, eta: 1 day, 8:32:17, time: 1.821, data_time: 0.004, memory: 9063, top1_acc: 0.4766, top5_acc: 0.7191, loss_cls: 2.3112, loss: 2.3112, grad_norm: 2.0451 2020-08-11 14:31:49,179 - mmaction - INFO - Epoch [182][900/940] lr: 7.890e-02, eta: 1 day, 8:31:46, time: 1.761, data_time: 0.005, memory: 9063, top1_acc: 0.4779, top5_acc: 0.7135, loss_cls: 2.3144, loss: 2.3144, grad_norm: 2.0851 2020-08-11 14:32:24,782 - mmaction - INFO - Epoch [182][920/940] lr: 7.890e-02, eta: 1 day, 8:31:15, time: 1.778, data_time: 0.004, memory: 9063, top1_acc: 0.4779, top5_acc: 0.7193, loss_cls: 2.3006, loss: 2.3006, grad_norm: 2.0680 2020-08-11 14:32:59,522 - mmaction - INFO - Epoch [182][940/940] lr: 7.890e-02, eta: 1 day, 8:30:42, time: 1.737, data_time: 0.005, memory: 9063, top1_acc: 0.4702, top5_acc: 0.7021, loss_cls: 2.3656, loss: 2.3656, grad_norm: 2.1052 2020-08-11 14:33:39,159 - mmaction - INFO - Epoch [183][20/940] lr: 7.695e-02, eta: 1 day, 8:30:17, time: 1.969, data_time: 0.444, memory: 9063, top1_acc: 0.4898, top5_acc: 0.7283, loss_cls: 2.2430, loss: 2.2430, grad_norm: 2.0698 2020-08-11 14:34:13,439 - mmaction - INFO - Epoch [183][40/940] lr: 7.695e-02, eta: 1 day, 8:29:44, time: 1.711, data_time: 0.010, memory: 9063, top1_acc: 0.4773, top5_acc: 0.7264, loss_cls: 2.2555, loss: 2.2555, grad_norm: 2.0988 2020-08-11 14:34:48,652 - mmaction - INFO - Epoch [183][60/940] lr: 7.695e-02, eta: 1 day, 8:29:12, time: 1.764, data_time: 0.007, memory: 9063, top1_acc: 0.4869, top5_acc: 0.7314, loss_cls: 2.2482, loss: 2.2482, grad_norm: 2.1021 2020-08-11 14:35:23,202 - mmaction - INFO - Epoch [183][80/940] lr: 7.695e-02, eta: 1 day, 8:28:40, time: 1.726, data_time: 0.006, memory: 9063, top1_acc: 0.4863, top5_acc: 0.7178, loss_cls: 2.2730, loss: 2.2730, grad_norm: 2.1044 2020-08-11 14:35:59,762 - mmaction - INFO - Epoch [183][100/940] lr: 7.695e-02, eta: 1 day, 8:28:10, time: 1.830, data_time: 0.006, memory: 9063, top1_acc: 0.4906, top5_acc: 0.7260, loss_cls: 2.2326, loss: 2.2326, grad_norm: 2.0935 2020-08-11 14:36:34,925 - mmaction - INFO - Epoch [183][120/940] lr: 7.695e-02, eta: 1 day, 8:27:39, time: 1.759, data_time: 0.006, memory: 9063, top1_acc: 0.4936, top5_acc: 0.7342, loss_cls: 2.2206, loss: 2.2206, grad_norm: 2.0413 2020-08-11 14:37:10,353 - mmaction - INFO - Epoch [183][140/940] lr: 7.695e-02, eta: 1 day, 8:27:07, time: 1.772, data_time: 0.004, memory: 9063, top1_acc: 0.4832, top5_acc: 0.7152, loss_cls: 2.2709, loss: 2.2709, grad_norm: 2.0764 2020-08-11 14:37:46,836 - mmaction - INFO - Epoch [183][160/940] lr: 7.695e-02, eta: 1 day, 8:26:37, time: 1.818, data_time: 0.005, memory: 9063, top1_acc: 0.4857, top5_acc: 0.7203, loss_cls: 2.2703, loss: 2.2703, grad_norm: 2.1194 2020-08-11 14:38:21,649 - mmaction - INFO - Epoch [183][180/940] lr: 7.695e-02, eta: 1 day, 8:26:05, time: 1.746, data_time: 0.008, memory: 9063, top1_acc: 0.4762, top5_acc: 0.7113, loss_cls: 2.3417, loss: 2.3417, grad_norm: 2.1272 2020-08-11 14:38:57,833 - mmaction - INFO - Epoch [183][200/940] lr: 7.695e-02, eta: 1 day, 8:25:35, time: 1.809, data_time: 0.003, memory: 9063, top1_acc: 0.4928, top5_acc: 0.7238, loss_cls: 2.2531, loss: 2.2531, grad_norm: 2.0718 2020-08-11 14:39:33,263 - mmaction - INFO - Epoch [183][220/940] lr: 7.695e-02, eta: 1 day, 8:25:04, time: 1.772, data_time: 0.002, memory: 9063, top1_acc: 0.4840, top5_acc: 0.7236, loss_cls: 2.2608, loss: 2.2608, grad_norm: 2.0942 2020-08-11 14:40:08,522 - mmaction - INFO - Epoch [183][240/940] lr: 7.695e-02, eta: 1 day, 8:24:32, time: 1.762, data_time: 0.004, memory: 9063, top1_acc: 0.4883, top5_acc: 0.7213, loss_cls: 2.2581, loss: 2.2581, grad_norm: 2.0944 2020-08-11 14:40:44,714 - mmaction - INFO - Epoch [183][260/940] lr: 7.695e-02, eta: 1 day, 8:24:02, time: 1.809, data_time: 0.002, memory: 9063, top1_acc: 0.4844, top5_acc: 0.7227, loss_cls: 2.2643, loss: 2.2643, grad_norm: 2.0604 2020-08-11 14:41:20,427 - mmaction - INFO - Epoch [183][280/940] lr: 7.695e-02, eta: 1 day, 8:23:31, time: 1.786, data_time: 0.003, memory: 9063, top1_acc: 0.4855, top5_acc: 0.7236, loss_cls: 2.2636, loss: 2.2636, grad_norm: 2.1123 2020-08-11 14:41:55,403 - mmaction - INFO - Epoch [183][300/940] lr: 7.695e-02, eta: 1 day, 8:22:59, time: 1.747, data_time: 0.006, memory: 9063, top1_acc: 0.4840, top5_acc: 0.7229, loss_cls: 2.2645, loss: 2.2645, grad_norm: 2.0724 2020-08-11 14:42:30,754 - mmaction - INFO - Epoch [183][320/940] lr: 7.695e-02, eta: 1 day, 8:22:28, time: 1.770, data_time: 0.006, memory: 9063, top1_acc: 0.4869, top5_acc: 0.7207, loss_cls: 2.2522, loss: 2.2522, grad_norm: 2.0875 2020-08-11 14:43:06,543 - mmaction - INFO - Epoch [183][340/940] lr: 7.695e-02, eta: 1 day, 8:21:57, time: 1.787, data_time: 0.006, memory: 9063, top1_acc: 0.4793, top5_acc: 0.7168, loss_cls: 2.2795, loss: 2.2795, grad_norm: 2.1146 2020-08-11 14:43:42,286 - mmaction - INFO - Epoch [183][360/940] lr: 7.695e-02, eta: 1 day, 8:21:26, time: 1.787, data_time: 0.006, memory: 9063, top1_acc: 0.4662, top5_acc: 0.7068, loss_cls: 2.3292, loss: 2.3292, grad_norm: 2.1143 2020-08-11 14:44:17,885 - mmaction - INFO - Epoch [183][380/940] lr: 7.695e-02, eta: 1 day, 8:20:55, time: 1.782, data_time: 0.006, memory: 9063, top1_acc: 0.4840, top5_acc: 0.7234, loss_cls: 2.2650, loss: 2.2650, grad_norm: 2.0609 2020-08-11 14:44:53,371 - mmaction - INFO - Epoch [183][400/940] lr: 7.695e-02, eta: 1 day, 8:20:24, time: 1.771, data_time: 0.004, memory: 9063, top1_acc: 0.4902, top5_acc: 0.7260, loss_cls: 2.2367, loss: 2.2367, grad_norm: 2.0983 2020-08-11 14:45:28,739 - mmaction - INFO - Epoch [183][420/940] lr: 7.695e-02, eta: 1 day, 8:19:53, time: 1.772, data_time: 0.007, memory: 9063, top1_acc: 0.4861, top5_acc: 0.7193, loss_cls: 2.2819, loss: 2.2819, grad_norm: 2.1111 2020-08-11 14:46:04,574 - mmaction - INFO - Epoch [183][440/940] lr: 7.695e-02, eta: 1 day, 8:19:22, time: 1.790, data_time: 0.004, memory: 9063, top1_acc: 0.4736, top5_acc: 0.7102, loss_cls: 2.3153, loss: 2.3153, grad_norm: 2.1306 2020-08-11 14:46:40,127 - mmaction - INFO - Epoch [183][460/940] lr: 7.695e-02, eta: 1 day, 8:18:51, time: 1.779, data_time: 0.005, memory: 9063, top1_acc: 0.4785, top5_acc: 0.7131, loss_cls: 2.2916, loss: 2.2916, grad_norm: 2.1163 2020-08-11 14:47:15,235 - mmaction - INFO - Epoch [183][480/940] lr: 7.695e-02, eta: 1 day, 8:18:19, time: 1.753, data_time: 0.004, memory: 9063, top1_acc: 0.4875, top5_acc: 0.7215, loss_cls: 2.2676, loss: 2.2676, grad_norm: 2.1203 2020-08-11 14:47:51,018 - mmaction - INFO - Epoch [183][500/940] lr: 7.695e-02, eta: 1 day, 8:17:48, time: 1.791, data_time: 0.007, memory: 9063, top1_acc: 0.4852, top5_acc: 0.7172, loss_cls: 2.2687, loss: 2.2687, grad_norm: 2.0872 2020-08-11 14:48:27,676 - mmaction - INFO - Epoch [183][520/940] lr: 7.695e-02, eta: 1 day, 8:17:19, time: 1.831, data_time: 0.005, memory: 9063, top1_acc: 0.4795, top5_acc: 0.7137, loss_cls: 2.3106, loss: 2.3106, grad_norm: 2.1113 2020-08-11 14:49:02,739 - mmaction - INFO - Epoch [183][540/940] lr: 7.695e-02, eta: 1 day, 8:16:47, time: 1.754, data_time: 0.006, memory: 9063, top1_acc: 0.4840, top5_acc: 0.7248, loss_cls: 2.2605, loss: 2.2605, grad_norm: 2.1009 2020-08-11 14:49:37,826 - mmaction - INFO - Epoch [183][560/940] lr: 7.695e-02, eta: 1 day, 8:16:15, time: 1.756, data_time: 0.005, memory: 9063, top1_acc: 0.4732, top5_acc: 0.7170, loss_cls: 2.2982, loss: 2.2982, grad_norm: 2.1034 2020-08-11 14:50:13,270 - mmaction - INFO - Epoch [183][580/940] lr: 7.695e-02, eta: 1 day, 8:15:44, time: 1.772, data_time: 0.006, memory: 9063, top1_acc: 0.4836, top5_acc: 0.7160, loss_cls: 2.3006, loss: 2.3006, grad_norm: 2.1238 2020-08-11 14:50:49,206 - mmaction - INFO - Epoch [183][600/940] lr: 7.695e-02, eta: 1 day, 8:15:13, time: 1.798, data_time: 0.005, memory: 9063, top1_acc: 0.4869, top5_acc: 0.7195, loss_cls: 2.2840, loss: 2.2840, grad_norm: 2.1267 2020-08-11 14:51:23,151 - mmaction - INFO - Epoch [183][620/940] lr: 7.695e-02, eta: 1 day, 8:14:40, time: 1.696, data_time: 0.004, memory: 9063, top1_acc: 0.4787, top5_acc: 0.7137, loss_cls: 2.3216, loss: 2.3216, grad_norm: 2.0654 2020-08-11 14:51:58,185 - mmaction - INFO - Epoch [183][640/940] lr: 7.695e-02, eta: 1 day, 8:14:08, time: 1.752, data_time: 0.004, memory: 9063, top1_acc: 0.4713, top5_acc: 0.7096, loss_cls: 2.3269, loss: 2.3269, grad_norm: 2.0897 2020-08-11 14:52:33,256 - mmaction - INFO - Epoch [183][660/940] lr: 7.695e-02, eta: 1 day, 8:13:36, time: 1.752, data_time: 0.006, memory: 9063, top1_acc: 0.4863, top5_acc: 0.7205, loss_cls: 2.2895, loss: 2.2895, grad_norm: 2.0807 2020-08-11 14:53:07,453 - mmaction - INFO - Epoch [183][680/940] lr: 7.695e-02, eta: 1 day, 8:13:03, time: 1.711, data_time: 0.006, memory: 9063, top1_acc: 0.4842, top5_acc: 0.7180, loss_cls: 2.2677, loss: 2.2677, grad_norm: 2.0729 2020-08-11 14:53:43,065 - mmaction - INFO - Epoch [183][700/940] lr: 7.695e-02, eta: 1 day, 8:12:32, time: 1.779, data_time: 0.006, memory: 9063, top1_acc: 0.4793, top5_acc: 0.7164, loss_cls: 2.2846, loss: 2.2846, grad_norm: 2.1043 2020-08-11 14:54:19,031 - mmaction - INFO - Epoch [183][720/940] lr: 7.695e-02, eta: 1 day, 8:12:01, time: 1.800, data_time: 0.006, memory: 9063, top1_acc: 0.4904, top5_acc: 0.7252, loss_cls: 2.2336, loss: 2.2336, grad_norm: 2.0967 2020-08-11 14:54:53,861 - mmaction - INFO - Epoch [183][740/940] lr: 7.695e-02, eta: 1 day, 8:11:29, time: 1.739, data_time: 0.005, memory: 9063, top1_acc: 0.4887, top5_acc: 0.7229, loss_cls: 2.2500, loss: 2.2500, grad_norm: 2.0508 2020-08-11 14:55:28,076 - mmaction - INFO - Epoch [183][760/940] lr: 7.695e-02, eta: 1 day, 8:10:56, time: 1.710, data_time: 0.007, memory: 9063, top1_acc: 0.4822, top5_acc: 0.7133, loss_cls: 2.2934, loss: 2.2934, grad_norm: 2.0980 2020-08-11 14:56:02,900 - mmaction - INFO - Epoch [183][780/940] lr: 7.695e-02, eta: 1 day, 8:10:24, time: 1.742, data_time: 0.009, memory: 9063, top1_acc: 0.4807, top5_acc: 0.7131, loss_cls: 2.2707, loss: 2.2707, grad_norm: 2.0872 2020-08-11 14:56:37,767 - mmaction - INFO - Epoch [183][800/940] lr: 7.695e-02, eta: 1 day, 8:09:52, time: 1.744, data_time: 0.007, memory: 9063, top1_acc: 0.4723, top5_acc: 0.7172, loss_cls: 2.3017, loss: 2.3017, grad_norm: 2.0824 2020-08-11 14:57:13,549 - mmaction - INFO - Epoch [183][820/940] lr: 7.695e-02, eta: 1 day, 8:09:21, time: 1.791, data_time: 0.006, memory: 9063, top1_acc: 0.4848, top5_acc: 0.7250, loss_cls: 2.2684, loss: 2.2684, grad_norm: 2.0791 2020-08-11 14:57:49,913 - mmaction - INFO - Epoch [183][840/940] lr: 7.695e-02, eta: 1 day, 8:08:51, time: 1.814, data_time: 0.005, memory: 9063, top1_acc: 0.4777, top5_acc: 0.7195, loss_cls: 2.3049, loss: 2.3049, grad_norm: 2.1230 2020-08-11 14:58:25,211 - mmaction - INFO - Epoch [183][860/940] lr: 7.695e-02, eta: 1 day, 8:08:20, time: 1.769, data_time: 0.007, memory: 9063, top1_acc: 0.4787, top5_acc: 0.7150, loss_cls: 2.3006, loss: 2.3006, grad_norm: 2.1358 2020-08-11 14:58:58,966 - mmaction - INFO - Epoch [183][880/940] lr: 7.695e-02, eta: 1 day, 8:07:46, time: 1.685, data_time: 0.027, memory: 9063, top1_acc: 0.4764, top5_acc: 0.7205, loss_cls: 2.2682, loss: 2.2682, grad_norm: 2.0838 2020-08-11 14:59:31,829 - mmaction - INFO - Epoch [183][900/940] lr: 7.695e-02, eta: 1 day, 8:07:11, time: 1.646, data_time: 0.007, memory: 9063, top1_acc: 0.4826, top5_acc: 0.7223, loss_cls: 2.2763, loss: 2.2763, grad_norm: 2.0647 2020-08-11 15:00:31,377 - mmaction - INFO - Epoch [183][920/940] lr: 7.695e-02, eta: 1 day, 8:07:11, time: 2.954, data_time: 0.011, memory: 9063, top1_acc: 0.4887, top5_acc: 0.7170, loss_cls: 2.2904, loss: 2.2904, grad_norm: 2.0702 2020-08-11 15:00:58,736 - mmaction - INFO - Epoch [183][940/940] lr: 7.695e-02, eta: 1 day, 8:06:30, time: 1.391, data_time: 0.036, memory: 9063, top1_acc: 0.4834, top5_acc: 0.7175, loss_cls: 2.2978, loss: 2.2978, grad_norm: 2.1683 2020-08-11 15:01:43,282 - mmaction - INFO - Epoch [184][20/940] lr: 7.503e-02, eta: 1 day, 8:06:10, time: 2.205, data_time: 0.668, memory: 9063, top1_acc: 0.4891, top5_acc: 0.7242, loss_cls: 2.2599, loss: 2.2599, grad_norm: 2.0620 2020-08-11 15:02:16,488 - mmaction - INFO - Epoch [184][40/940] lr: 7.503e-02, eta: 1 day, 8:05:36, time: 1.660, data_time: 0.002, memory: 9063, top1_acc: 0.4939, top5_acc: 0.7244, loss_cls: 2.2221, loss: 2.2221, grad_norm: 2.1029 2020-08-11 15:02:51,450 - mmaction - INFO - Epoch [184][60/940] lr: 7.503e-02, eta: 1 day, 8:05:04, time: 1.747, data_time: 0.006, memory: 9063, top1_acc: 0.4982, top5_acc: 0.7217, loss_cls: 2.2259, loss: 2.2259, grad_norm: 2.0700 2020-08-11 15:03:26,597 - mmaction - INFO - Epoch [184][80/940] lr: 7.503e-02, eta: 1 day, 8:04:32, time: 1.759, data_time: 0.006, memory: 9063, top1_acc: 0.4838, top5_acc: 0.7242, loss_cls: 2.2421, loss: 2.2421, grad_norm: 2.1222 2020-08-11 15:04:01,953 - mmaction - INFO - Epoch [184][100/940] lr: 7.503e-02, eta: 1 day, 8:04:00, time: 1.766, data_time: 0.003, memory: 9063, top1_acc: 0.4791, top5_acc: 0.7195, loss_cls: 2.2680, loss: 2.2680, grad_norm: 2.1416 2020-08-11 15:04:37,442 - mmaction - INFO - Epoch [184][120/940] lr: 7.503e-02, eta: 1 day, 8:03:29, time: 1.775, data_time: 0.008, memory: 9063, top1_acc: 0.4838, top5_acc: 0.7270, loss_cls: 2.2399, loss: 2.2399, grad_norm: 2.1161 2020-08-11 15:05:12,545 - mmaction - INFO - Epoch [184][140/940] lr: 7.503e-02, eta: 1 day, 8:02:57, time: 1.754, data_time: 0.006, memory: 9063, top1_acc: 0.4889, top5_acc: 0.7291, loss_cls: 2.2553, loss: 2.2553, grad_norm: 2.1039 2020-08-11 15:05:48,291 - mmaction - INFO - Epoch [184][160/940] lr: 7.503e-02, eta: 1 day, 8:02:26, time: 1.784, data_time: 0.007, memory: 9063, top1_acc: 0.4729, top5_acc: 0.7195, loss_cls: 2.3213, loss: 2.3213, grad_norm: 2.0962 2020-08-11 15:06:23,233 - mmaction - INFO - Epoch [184][180/940] lr: 7.503e-02, eta: 1 day, 8:01:54, time: 1.753, data_time: 0.009, memory: 9063, top1_acc: 0.4822, top5_acc: 0.7174, loss_cls: 2.3048, loss: 2.3048, grad_norm: 2.1323 2020-08-11 15:06:56,766 - mmaction - INFO - Epoch [184][200/940] lr: 7.503e-02, eta: 1 day, 8:01:20, time: 1.673, data_time: 0.005, memory: 9063, top1_acc: 0.5033, top5_acc: 0.7273, loss_cls: 2.2272, loss: 2.2272, grad_norm: 2.1474 2020-08-11 15:07:31,846 - mmaction - INFO - Epoch [184][220/940] lr: 7.503e-02, eta: 1 day, 8:00:48, time: 1.759, data_time: 0.007, memory: 9063, top1_acc: 0.4873, top5_acc: 0.7229, loss_cls: 2.2510, loss: 2.2510, grad_norm: 2.0969 2020-08-11 15:08:07,142 - mmaction - INFO - Epoch [184][240/940] lr: 7.503e-02, eta: 1 day, 8:00:17, time: 1.762, data_time: 0.004, memory: 9063, top1_acc: 0.4900, top5_acc: 0.7291, loss_cls: 2.2161, loss: 2.2161, grad_norm: 2.0690 2020-08-11 15:08:44,076 - mmaction - INFO - Epoch [184][260/940] lr: 7.503e-02, eta: 1 day, 7:59:47, time: 1.844, data_time: 0.006, memory: 9063, top1_acc: 0.4893, top5_acc: 0.7283, loss_cls: 2.2469, loss: 2.2469, grad_norm: 2.1470 2020-08-11 15:09:19,302 - mmaction - INFO - Epoch [184][280/940] lr: 7.503e-02, eta: 1 day, 7:59:16, time: 1.766, data_time: 0.008, memory: 9063, top1_acc: 0.4941, top5_acc: 0.7273, loss_cls: 2.2207, loss: 2.2207, grad_norm: 2.1412 2020-08-11 15:09:55,951 - mmaction - INFO - Epoch [184][300/940] lr: 7.503e-02, eta: 1 day, 7:58:46, time: 1.830, data_time: 0.005, memory: 9063, top1_acc: 0.4945, top5_acc: 0.7303, loss_cls: 2.2055, loss: 2.2055, grad_norm: 2.0397 2020-08-11 15:10:31,635 - mmaction - INFO - Epoch [184][320/940] lr: 7.503e-02, eta: 1 day, 7:58:15, time: 1.785, data_time: 0.006, memory: 9063, top1_acc: 0.4730, top5_acc: 0.7160, loss_cls: 2.2900, loss: 2.2900, grad_norm: 2.1463 2020-08-11 15:11:05,908 - mmaction - INFO - Epoch [184][340/940] lr: 7.503e-02, eta: 1 day, 7:57:42, time: 1.716, data_time: 0.007, memory: 9063, top1_acc: 0.4746, top5_acc: 0.7105, loss_cls: 2.3096, loss: 2.3096, grad_norm: 2.1446 2020-08-11 15:11:43,112 - mmaction - INFO - Epoch [184][360/940] lr: 7.503e-02, eta: 1 day, 7:57:13, time: 1.859, data_time: 0.002, memory: 9063, top1_acc: 0.4859, top5_acc: 0.7301, loss_cls: 2.2442, loss: 2.2442, grad_norm: 2.1150 2020-08-11 15:12:18,437 - mmaction - INFO - Epoch [184][380/940] lr: 7.503e-02, eta: 1 day, 7:56:41, time: 1.761, data_time: 0.006, memory: 9063, top1_acc: 0.4660, top5_acc: 0.7043, loss_cls: 2.3506, loss: 2.3506, grad_norm: 2.1717 2020-08-11 15:12:54,566 - mmaction - INFO - Epoch [184][400/940] lr: 7.503e-02, eta: 1 day, 7:56:10, time: 1.812, data_time: 0.008, memory: 9063, top1_acc: 0.4924, top5_acc: 0.7279, loss_cls: 2.2314, loss: 2.2314, grad_norm: 2.0669 2020-08-11 15:13:29,605 - mmaction - INFO - Epoch [184][420/940] lr: 7.503e-02, eta: 1 day, 7:55:39, time: 1.752, data_time: 0.004, memory: 9063, top1_acc: 0.4820, top5_acc: 0.7176, loss_cls: 2.2728, loss: 2.2728, grad_norm: 2.1549 2020-08-11 15:14:04,998 - mmaction - INFO - Epoch [184][440/940] lr: 7.503e-02, eta: 1 day, 7:55:07, time: 1.768, data_time: 0.004, memory: 9063, top1_acc: 0.4920, top5_acc: 0.7273, loss_cls: 2.2214, loss: 2.2214, grad_norm: 2.1207 2020-08-11 15:14:40,589 - mmaction - INFO - Epoch [184][460/940] lr: 7.503e-02, eta: 1 day, 7:54:36, time: 1.781, data_time: 0.007, memory: 9063, top1_acc: 0.4781, top5_acc: 0.7143, loss_cls: 2.3064, loss: 2.3064, grad_norm: 2.1069 2020-08-11 15:15:16,759 - mmaction - INFO - Epoch [184][480/940] lr: 7.503e-02, eta: 1 day, 7:54:05, time: 1.804, data_time: 0.005, memory: 9063, top1_acc: 0.4912, top5_acc: 0.7258, loss_cls: 2.2253, loss: 2.2253, grad_norm: 2.1486 2020-08-11 15:15:51,310 - mmaction - INFO - Epoch [184][500/940] lr: 7.503e-02, eta: 1 day, 7:53:33, time: 1.733, data_time: 0.008, memory: 9063, top1_acc: 0.4932, top5_acc: 0.7270, loss_cls: 2.2306, loss: 2.2306, grad_norm: 2.1409 2020-08-11 15:16:26,070 - mmaction - INFO - Epoch [184][520/940] lr: 7.503e-02, eta: 1 day, 7:53:00, time: 1.736, data_time: 0.005, memory: 9063, top1_acc: 0.4816, top5_acc: 0.7297, loss_cls: 2.2636, loss: 2.2636, grad_norm: 2.0710 2020-08-11 15:17:00,795 - mmaction - INFO - Epoch [184][540/940] lr: 7.503e-02, eta: 1 day, 7:52:28, time: 1.738, data_time: 0.005, memory: 9063, top1_acc: 0.4795, top5_acc: 0.7285, loss_cls: 2.2582, loss: 2.2582, grad_norm: 2.1507 2020-08-11 15:17:36,770 - mmaction - INFO - Epoch [184][560/940] lr: 7.503e-02, eta: 1 day, 7:51:57, time: 1.799, data_time: 0.005, memory: 9063, top1_acc: 0.4699, top5_acc: 0.7193, loss_cls: 2.2980, loss: 2.2980, grad_norm: 2.1385 2020-08-11 15:18:12,321 - mmaction - INFO - Epoch [184][580/940] lr: 7.503e-02, eta: 1 day, 7:51:26, time: 1.778, data_time: 0.002, memory: 9063, top1_acc: 0.4980, top5_acc: 0.7262, loss_cls: 2.2608, loss: 2.2608, grad_norm: 2.0591 2020-08-11 15:18:48,135 - mmaction - INFO - Epoch [184][600/940] lr: 7.503e-02, eta: 1 day, 7:50:55, time: 1.789, data_time: 0.005, memory: 9063, top1_acc: 0.4869, top5_acc: 0.7232, loss_cls: 2.2621, loss: 2.2621, grad_norm: 2.1396 2020-08-11 15:19:24,135 - mmaction - INFO - Epoch [184][620/940] lr: 7.503e-02, eta: 1 day, 7:50:24, time: 1.801, data_time: 0.005, memory: 9063, top1_acc: 0.4867, top5_acc: 0.7246, loss_cls: 2.2498, loss: 2.2498, grad_norm: 2.1030 2020-08-11 15:19:59,307 - mmaction - INFO - Epoch [184][640/940] lr: 7.503e-02, eta: 1 day, 7:49:52, time: 1.757, data_time: 0.006, memory: 9063, top1_acc: 0.4746, top5_acc: 0.7230, loss_cls: 2.2868, loss: 2.2868, grad_norm: 2.0756 2020-08-11 15:20:35,930 - mmaction - INFO - Epoch [184][660/940] lr: 7.503e-02, eta: 1 day, 7:49:22, time: 1.833, data_time: 0.005, memory: 9063, top1_acc: 0.4871, top5_acc: 0.7234, loss_cls: 2.2860, loss: 2.2860, grad_norm: 2.1113 2020-08-11 15:21:12,863 - mmaction - INFO - Epoch [184][680/940] lr: 7.503e-02, eta: 1 day, 7:48:53, time: 1.844, data_time: 0.005, memory: 9063, top1_acc: 0.4912, top5_acc: 0.7287, loss_cls: 2.2498, loss: 2.2498, grad_norm: 2.1413 2020-08-11 15:21:45,880 - mmaction - INFO - Epoch [184][700/940] lr: 7.503e-02, eta: 1 day, 7:48:18, time: 1.653, data_time: 0.006, memory: 9063, top1_acc: 0.4895, top5_acc: 0.7270, loss_cls: 2.2454, loss: 2.2454, grad_norm: 2.1663 2020-08-11 15:22:19,839 - mmaction - INFO - Epoch [184][720/940] lr: 7.503e-02, eta: 1 day, 7:47:45, time: 1.697, data_time: 0.002, memory: 9063, top1_acc: 0.4908, top5_acc: 0.7234, loss_cls: 2.2659, loss: 2.2659, grad_norm: 2.1317 2020-08-11 15:22:56,213 - mmaction - INFO - Epoch [184][740/940] lr: 7.503e-02, eta: 1 day, 7:47:15, time: 1.818, data_time: 0.005, memory: 9063, top1_acc: 0.4840, top5_acc: 0.7242, loss_cls: 2.2761, loss: 2.2761, grad_norm: 2.1221 2020-08-11 15:23:31,681 - mmaction - INFO - Epoch [184][760/940] lr: 7.503e-02, eta: 1 day, 7:46:43, time: 1.775, data_time: 0.005, memory: 9063, top1_acc: 0.4896, top5_acc: 0.7342, loss_cls: 2.2157, loss: 2.2157, grad_norm: 2.1282 2020-08-11 15:24:06,970 - mmaction - INFO - Epoch [184][780/940] lr: 7.503e-02, eta: 1 day, 7:46:11, time: 1.763, data_time: 0.006, memory: 9063, top1_acc: 0.4803, top5_acc: 0.7123, loss_cls: 2.3176, loss: 2.3176, grad_norm: 2.1693 2020-08-11 15:24:42,691 - mmaction - INFO - Epoch [184][800/940] lr: 7.503e-02, eta: 1 day, 7:45:40, time: 1.781, data_time: 0.006, memory: 9063, top1_acc: 0.4836, top5_acc: 0.7088, loss_cls: 2.3241, loss: 2.3241, grad_norm: 2.1227 2020-08-11 15:25:18,277 - mmaction - INFO - Epoch [184][820/940] lr: 7.503e-02, eta: 1 day, 7:45:09, time: 1.782, data_time: 0.011, memory: 9063, top1_acc: 0.4836, top5_acc: 0.7166, loss_cls: 2.2662, loss: 2.2662, grad_norm: 2.0813 2020-08-11 15:25:52,377 - mmaction - INFO - Epoch [184][840/940] lr: 7.503e-02, eta: 1 day, 7:44:36, time: 1.709, data_time: 0.007, memory: 9063, top1_acc: 0.4877, top5_acc: 0.7201, loss_cls: 2.2579, loss: 2.2579, grad_norm: 2.1053 2020-08-11 15:26:28,537 - mmaction - INFO - Epoch [184][860/940] lr: 7.503e-02, eta: 1 day, 7:44:05, time: 1.806, data_time: 0.005, memory: 9063, top1_acc: 0.4836, top5_acc: 0.7219, loss_cls: 2.2676, loss: 2.2676, grad_norm: 2.1352 2020-08-11 15:27:02,963 - mmaction - INFO - Epoch [184][880/940] lr: 7.503e-02, eta: 1 day, 7:43:32, time: 1.723, data_time: 0.006, memory: 9063, top1_acc: 0.4859, top5_acc: 0.7162, loss_cls: 2.2730, loss: 2.2730, grad_norm: 2.0928 2020-08-11 15:27:38,935 - mmaction - INFO - Epoch [184][900/940] lr: 7.503e-02, eta: 1 day, 7:43:01, time: 1.797, data_time: 0.006, memory: 9063, top1_acc: 0.4789, top5_acc: 0.7176, loss_cls: 2.3042, loss: 2.3042, grad_norm: 2.1510 2020-08-11 15:28:14,397 - mmaction - INFO - Epoch [184][920/940] lr: 7.503e-02, eta: 1 day, 7:42:30, time: 1.775, data_time: 0.006, memory: 9063, top1_acc: 0.4877, top5_acc: 0.7379, loss_cls: 2.1963, loss: 2.1963, grad_norm: 2.0837 2020-08-11 15:28:50,246 - mmaction - INFO - Epoch [184][940/940] lr: 7.503e-02, eta: 1 day, 7:41:59, time: 1.793, data_time: 0.005, memory: 9063, top1_acc: 0.4832, top5_acc: 0.7155, loss_cls: 2.2776, loss: 2.2776, grad_norm: 2.1235 2020-08-11 15:28:50,546 - mmaction - INFO - Saving checkpoint at 184 epochs 2020-08-11 15:29:31,921 - mmaction - INFO - Epoch [185][20/940] lr: 7.312e-02, eta: 1 day, 7:41:33, time: 1.966, data_time: 0.342, memory: 9063, top1_acc: 0.4965, top5_acc: 0.7344, loss_cls: 2.2204, loss: 2.2204, grad_norm: 2.0894 2020-08-11 15:30:04,228 - mmaction - INFO - Epoch [185][40/940] lr: 7.312e-02, eta: 1 day, 7:40:57, time: 1.612, data_time: 0.004, memory: 9063, top1_acc: 0.5010, top5_acc: 0.7350, loss_cls: 2.1889, loss: 2.1889, grad_norm: 2.1118 2020-08-11 15:30:38,523 - mmaction - INFO - Epoch [185][60/940] lr: 7.312e-02, eta: 1 day, 7:40:24, time: 1.717, data_time: 0.005, memory: 9063, top1_acc: 0.4791, top5_acc: 0.7254, loss_cls: 2.2765, loss: 2.2765, grad_norm: 2.1383 2020-08-11 15:31:14,130 - mmaction - INFO - Epoch [185][80/940] lr: 7.312e-02, eta: 1 day, 7:39:53, time: 1.778, data_time: 0.005, memory: 9063, top1_acc: 0.4941, top5_acc: 0.7219, loss_cls: 2.2552, loss: 2.2552, grad_norm: 2.1132 2020-08-11 15:31:49,537 - mmaction - INFO - Epoch [185][100/940] lr: 7.312e-02, eta: 1 day, 7:39:21, time: 1.771, data_time: 0.006, memory: 9063, top1_acc: 0.4936, top5_acc: 0.7289, loss_cls: 2.2176, loss: 2.2176, grad_norm: 2.1539 2020-08-11 15:32:25,620 - mmaction - INFO - Epoch [185][120/940] lr: 7.312e-02, eta: 1 day, 7:38:50, time: 1.804, data_time: 0.006, memory: 9063, top1_acc: 0.4943, top5_acc: 0.7295, loss_cls: 2.2278, loss: 2.2278, grad_norm: 2.1363 2020-08-11 15:33:00,690 - mmaction - INFO - Epoch [185][140/940] lr: 7.312e-02, eta: 1 day, 7:38:18, time: 1.754, data_time: 0.006, memory: 9063, top1_acc: 0.4930, top5_acc: 0.7346, loss_cls: 2.1957, loss: 2.1957, grad_norm: 2.1284 2020-08-11 15:33:35,916 - mmaction - INFO - Epoch [185][160/940] lr: 7.312e-02, eta: 1 day, 7:37:46, time: 1.758, data_time: 0.005, memory: 9063, top1_acc: 0.4887, top5_acc: 0.7326, loss_cls: 2.2151, loss: 2.2151, grad_norm: 2.1020 2020-08-11 15:34:11,824 - mmaction - INFO - Epoch [185][180/940] lr: 7.312e-02, eta: 1 day, 7:37:16, time: 1.801, data_time: 0.008, memory: 9063, top1_acc: 0.4936, top5_acc: 0.7342, loss_cls: 2.2086, loss: 2.2086, grad_norm: 2.1163 2020-08-11 15:34:47,457 - mmaction - INFO - Epoch [185][200/940] lr: 7.312e-02, eta: 1 day, 7:36:44, time: 1.777, data_time: 0.006, memory: 9063, top1_acc: 0.4885, top5_acc: 0.7189, loss_cls: 2.2619, loss: 2.2619, grad_norm: 2.1649 2020-08-11 15:35:23,115 - mmaction - INFO - Epoch [185][220/940] lr: 7.312e-02, eta: 1 day, 7:36:13, time: 1.785, data_time: 0.007, memory: 9063, top1_acc: 0.4957, top5_acc: 0.7297, loss_cls: 2.2214, loss: 2.2214, grad_norm: 2.1472 2020-08-11 15:35:58,529 - mmaction - INFO - Epoch [185][240/940] lr: 7.312e-02, eta: 1 day, 7:35:41, time: 1.773, data_time: 0.007, memory: 9063, top1_acc: 0.4814, top5_acc: 0.7324, loss_cls: 2.2246, loss: 2.2246, grad_norm: 2.1899 2020-08-11 15:36:34,385 - mmaction - INFO - Epoch [185][260/940] lr: 7.312e-02, eta: 1 day, 7:35:10, time: 1.790, data_time: 0.006, memory: 9063, top1_acc: 0.4998, top5_acc: 0.7223, loss_cls: 2.2317, loss: 2.2317, grad_norm: 2.1312 2020-08-11 15:37:09,263 - mmaction - INFO - Epoch [185][280/940] lr: 7.312e-02, eta: 1 day, 7:34:38, time: 1.747, data_time: 0.007, memory: 9063, top1_acc: 0.4895, top5_acc: 0.7221, loss_cls: 2.2909, loss: 2.2909, grad_norm: 2.1524 2020-08-11 15:37:44,400 - mmaction - INFO - Epoch [185][300/940] lr: 7.312e-02, eta: 1 day, 7:34:06, time: 1.755, data_time: 0.007, memory: 9063, top1_acc: 0.4902, top5_acc: 0.7217, loss_cls: 2.2258, loss: 2.2258, grad_norm: 2.1275 2020-08-11 15:38:20,731 - mmaction - INFO - Epoch [185][320/940] lr: 7.312e-02, eta: 1 day, 7:33:36, time: 1.818, data_time: 0.006, memory: 9063, top1_acc: 0.4838, top5_acc: 0.7266, loss_cls: 2.2541, loss: 2.2541, grad_norm: 2.1329 2020-08-11 15:38:55,367 - mmaction - INFO - Epoch [185][340/940] lr: 7.312e-02, eta: 1 day, 7:33:03, time: 1.728, data_time: 0.007, memory: 9063, top1_acc: 0.4955, top5_acc: 0.7340, loss_cls: 2.2041, loss: 2.2041, grad_norm: 2.1264 2020-08-11 15:39:32,843 - mmaction - INFO - Epoch [185][360/940] lr: 7.312e-02, eta: 1 day, 7:32:34, time: 1.877, data_time: 0.007, memory: 9063, top1_acc: 0.4902, top5_acc: 0.7248, loss_cls: 2.2496, loss: 2.2496, grad_norm: 2.1458 2020-08-11 15:40:05,749 - mmaction - INFO - Epoch [185][380/940] lr: 7.312e-02, eta: 1 day, 7:31:59, time: 1.634, data_time: 0.008, memory: 9063, top1_acc: 0.4830, top5_acc: 0.7307, loss_cls: 2.2784, loss: 2.2784, grad_norm: 2.1774 2020-08-11 15:40:39,721 - mmaction - INFO - Epoch [185][400/940] lr: 7.312e-02, eta: 1 day, 7:31:26, time: 1.710, data_time: 0.014, memory: 9063, top1_acc: 0.4842, top5_acc: 0.7230, loss_cls: 2.2433, loss: 2.2433, grad_norm: 2.1764 2020-08-11 15:41:16,680 - mmaction - INFO - Epoch [185][420/940] lr: 7.312e-02, eta: 1 day, 7:30:56, time: 1.848, data_time: 0.005, memory: 9063, top1_acc: 0.4914, top5_acc: 0.7240, loss_cls: 2.2692, loss: 2.2692, grad_norm: 2.1208 2020-08-11 15:41:52,351 - mmaction - INFO - Epoch [185][440/940] lr: 7.312e-02, eta: 1 day, 7:30:25, time: 1.782, data_time: 0.003, memory: 9063, top1_acc: 0.4955, top5_acc: 0.7311, loss_cls: 2.1965, loss: 2.1965, grad_norm: 2.0959 2020-08-11 15:42:28,005 - mmaction - INFO - Epoch [185][460/940] lr: 7.312e-02, eta: 1 day, 7:29:54, time: 1.784, data_time: 0.006, memory: 9063, top1_acc: 0.4932, top5_acc: 0.7152, loss_cls: 2.2525, loss: 2.2525, grad_norm: 2.1505 2020-08-11 15:43:03,287 - mmaction - INFO - Epoch [185][480/940] lr: 7.312e-02, eta: 1 day, 7:29:22, time: 1.762, data_time: 0.007, memory: 9063, top1_acc: 0.4850, top5_acc: 0.7232, loss_cls: 2.2569, loss: 2.2569, grad_norm: 2.1253 2020-08-11 15:43:39,163 - mmaction - INFO - Epoch [185][500/940] lr: 7.312e-02, eta: 1 day, 7:28:51, time: 1.796, data_time: 0.006, memory: 9063, top1_acc: 0.5008, top5_acc: 0.7314, loss_cls: 2.2162, loss: 2.2162, grad_norm: 2.1168 2020-08-11 15:44:13,691 - mmaction - INFO - Epoch [185][520/940] lr: 7.312e-02, eta: 1 day, 7:28:18, time: 1.725, data_time: 0.005, memory: 9063, top1_acc: 0.4682, top5_acc: 0.7131, loss_cls: 2.3188, loss: 2.3188, grad_norm: 2.1397 2020-08-11 15:44:49,488 - mmaction - INFO - Epoch [185][540/940] lr: 7.312e-02, eta: 1 day, 7:27:47, time: 1.791, data_time: 0.008, memory: 9063, top1_acc: 0.4898, top5_acc: 0.7271, loss_cls: 2.2365, loss: 2.2365, grad_norm: 2.1294 2020-08-11 15:45:25,220 - mmaction - INFO - Epoch [185][560/940] lr: 7.312e-02, eta: 1 day, 7:27:16, time: 1.782, data_time: 0.008, memory: 9063, top1_acc: 0.4801, top5_acc: 0.7234, loss_cls: 2.2663, loss: 2.2663, grad_norm: 2.1989 2020-08-11 15:46:00,395 - mmaction - INFO - Epoch [185][580/940] lr: 7.312e-02, eta: 1 day, 7:26:44, time: 1.764, data_time: 0.008, memory: 9063, top1_acc: 0.4965, top5_acc: 0.7262, loss_cls: 2.2379, loss: 2.2379, grad_norm: 2.0949 2020-08-11 15:46:35,427 - mmaction - INFO - Epoch [185][600/940] lr: 7.312e-02, eta: 1 day, 7:26:12, time: 1.750, data_time: 0.004, memory: 9063, top1_acc: 0.4828, top5_acc: 0.7158, loss_cls: 2.2873, loss: 2.2873, grad_norm: 2.1547 2020-08-11 15:47:11,539 - mmaction - INFO - Epoch [185][620/940] lr: 7.312e-02, eta: 1 day, 7:25:41, time: 1.807, data_time: 0.006, memory: 9063, top1_acc: 0.4840, top5_acc: 0.7209, loss_cls: 2.2659, loss: 2.2659, grad_norm: 2.1877 2020-08-11 15:47:47,787 - mmaction - INFO - Epoch [185][640/940] lr: 7.312e-02, eta: 1 day, 7:25:10, time: 1.811, data_time: 0.006, memory: 9063, top1_acc: 0.4785, top5_acc: 0.7201, loss_cls: 2.2889, loss: 2.2889, grad_norm: 2.1372 2020-08-11 15:48:21,512 - mmaction - INFO - Epoch [185][660/940] lr: 7.312e-02, eta: 1 day, 7:24:37, time: 1.685, data_time: 0.007, memory: 9063, top1_acc: 0.4934, top5_acc: 0.7367, loss_cls: 2.2216, loss: 2.2216, grad_norm: 2.1019 2020-08-11 15:48:56,138 - mmaction - INFO - Epoch [185][680/940] lr: 7.312e-02, eta: 1 day, 7:24:04, time: 1.734, data_time: 0.008, memory: 9063, top1_acc: 0.4740, top5_acc: 0.7197, loss_cls: 2.3222, loss: 2.3222, grad_norm: 2.1758 2020-08-11 15:49:30,577 - mmaction - INFO - Epoch [185][700/940] lr: 7.312e-02, eta: 1 day, 7:23:31, time: 1.722, data_time: 0.002, memory: 9063, top1_acc: 0.4871, top5_acc: 0.7178, loss_cls: 2.2836, loss: 2.2836, grad_norm: 2.1611 2020-08-11 15:50:05,054 - mmaction - INFO - Epoch [185][720/940] lr: 7.312e-02, eta: 1 day, 7:22:58, time: 1.724, data_time: 0.005, memory: 9063, top1_acc: 0.4830, top5_acc: 0.7166, loss_cls: 2.2566, loss: 2.2566, grad_norm: 2.1378 2020-08-11 15:50:40,208 - mmaction - INFO - Epoch [185][740/940] lr: 7.312e-02, eta: 1 day, 7:22:26, time: 1.757, data_time: 0.002, memory: 9063, top1_acc: 0.4908, top5_acc: 0.7254, loss_cls: 2.2316, loss: 2.2316, grad_norm: 2.1463 2020-08-11 15:51:15,013 - mmaction - INFO - Epoch [185][760/940] lr: 7.312e-02, eta: 1 day, 7:21:54, time: 1.740, data_time: 0.005, memory: 9063, top1_acc: 0.4729, top5_acc: 0.7230, loss_cls: 2.2895, loss: 2.2895, grad_norm: 2.1851 2020-08-11 15:51:50,993 - mmaction - INFO - Epoch [185][780/940] lr: 7.312e-02, eta: 1 day, 7:21:23, time: 1.800, data_time: 0.005, memory: 9063, top1_acc: 0.4855, top5_acc: 0.7223, loss_cls: 2.2870, loss: 2.2870, grad_norm: 2.1485 2020-08-11 15:52:26,384 - mmaction - INFO - Epoch [185][800/940] lr: 7.312e-02, eta: 1 day, 7:20:51, time: 1.765, data_time: 0.009, memory: 9063, top1_acc: 0.4873, top5_acc: 0.7227, loss_cls: 2.2416, loss: 2.2416, grad_norm: 2.0991 2020-08-11 15:53:01,881 - mmaction - INFO - Epoch [185][820/940] lr: 7.312e-02, eta: 1 day, 7:20:20, time: 1.777, data_time: 0.007, memory: 9063, top1_acc: 0.4842, top5_acc: 0.7088, loss_cls: 2.2993, loss: 2.2993, grad_norm: 2.1519 2020-08-11 15:53:37,649 - mmaction - INFO - Epoch [185][840/940] lr: 7.312e-02, eta: 1 day, 7:19:48, time: 1.786, data_time: 0.006, memory: 9063, top1_acc: 0.4764, top5_acc: 0.7170, loss_cls: 2.3102, loss: 2.3102, grad_norm: 2.1366 2020-08-11 15:54:13,916 - mmaction - INFO - Epoch [185][860/940] lr: 7.312e-02, eta: 1 day, 7:19:18, time: 1.816, data_time: 0.010, memory: 9063, top1_acc: 0.4830, top5_acc: 0.7199, loss_cls: 2.2552, loss: 2.2552, grad_norm: 2.1530 2020-08-11 15:54:48,535 - mmaction - INFO - Epoch [185][880/940] lr: 7.312e-02, eta: 1 day, 7:18:45, time: 1.733, data_time: 0.006, memory: 9063, top1_acc: 0.4898, top5_acc: 0.7125, loss_cls: 2.2967, loss: 2.2967, grad_norm: 2.1494 2020-08-11 15:55:25,199 - mmaction - INFO - Epoch [185][900/940] lr: 7.312e-02, eta: 1 day, 7:18:15, time: 1.828, data_time: 0.005, memory: 9063, top1_acc: 0.4736, top5_acc: 0.7107, loss_cls: 2.3052, loss: 2.3052, grad_norm: 2.1424 2020-08-11 15:56:00,289 - mmaction - INFO - Epoch [185][920/940] lr: 7.312e-02, eta: 1 day, 7:17:43, time: 1.760, data_time: 0.009, memory: 9063, top1_acc: 0.4865, top5_acc: 0.7180, loss_cls: 2.2773, loss: 2.2773, grad_norm: 2.1356 2020-08-11 15:56:34,295 - mmaction - INFO - Epoch [185][940/940] lr: 7.312e-02, eta: 1 day, 7:17:10, time: 1.699, data_time: 0.008, memory: 9063, top1_acc: 0.4884, top5_acc: 0.7216, loss_cls: 2.2494, loss: 2.2494, grad_norm: 2.1508 2020-08-11 15:57:15,855 - mmaction - INFO - Epoch [186][20/940] lr: 7.123e-02, eta: 1 day, 7:16:45, time: 2.059, data_time: 0.489, memory: 9063, top1_acc: 0.4920, top5_acc: 0.7332, loss_cls: 2.2040, loss: 2.2040, grad_norm: 2.1105 2020-08-11 15:57:50,031 - mmaction - INFO - Epoch [186][40/940] lr: 7.123e-02, eta: 1 day, 7:16:12, time: 1.708, data_time: 0.002, memory: 9063, top1_acc: 0.5059, top5_acc: 0.7266, loss_cls: 2.2005, loss: 2.2005, grad_norm: 2.0937 2020-08-11 15:58:24,698 - mmaction - INFO - Epoch [186][60/940] lr: 7.123e-02, eta: 1 day, 7:15:39, time: 1.732, data_time: 0.007, memory: 9063, top1_acc: 0.4859, top5_acc: 0.7256, loss_cls: 2.2487, loss: 2.2487, grad_norm: 2.1358 2020-08-11 15:58:59,569 - mmaction - INFO - Epoch [186][80/940] lr: 7.123e-02, eta: 1 day, 7:15:07, time: 1.744, data_time: 0.006, memory: 9063, top1_acc: 0.4934, top5_acc: 0.7373, loss_cls: 2.2074, loss: 2.2074, grad_norm: 2.1692 2020-08-11 15:59:33,836 - mmaction - INFO - Epoch [186][100/940] lr: 7.123e-02, eta: 1 day, 7:14:34, time: 1.712, data_time: 0.006, memory: 9063, top1_acc: 0.4863, top5_acc: 0.7270, loss_cls: 2.2506, loss: 2.2506, grad_norm: 2.1635 2020-08-11 16:00:14,258 - mmaction - INFO - Epoch [186][120/940] lr: 7.123e-02, eta: 1 day, 7:14:08, time: 2.019, data_time: 0.009, memory: 9063, top1_acc: 0.4928, top5_acc: 0.7391, loss_cls: 2.1685, loss: 2.1685, grad_norm: 2.1474 2020-08-11 16:00:44,472 - mmaction - INFO - Epoch [186][140/940] lr: 7.123e-02, eta: 1 day, 7:13:30, time: 1.516, data_time: 0.020, memory: 9063, top1_acc: 0.4916, top5_acc: 0.7279, loss_cls: 2.2489, loss: 2.2489, grad_norm: 2.1374 2020-08-11 16:01:17,867 - mmaction - INFO - Epoch [186][160/940] lr: 7.123e-02, eta: 1 day, 7:12:56, time: 1.671, data_time: 0.006, memory: 9063, top1_acc: 0.4873, top5_acc: 0.7383, loss_cls: 2.2185, loss: 2.2185, grad_norm: 2.1394 2020-08-11 16:01:52,154 - mmaction - INFO - Epoch [186][180/940] lr: 7.123e-02, eta: 1 day, 7:12:23, time: 1.714, data_time: 0.003, memory: 9063, top1_acc: 0.4875, top5_acc: 0.7223, loss_cls: 2.2277, loss: 2.2277, grad_norm: 2.1524 2020-08-11 16:02:26,797 - mmaction - INFO - Epoch [186][200/940] lr: 7.123e-02, eta: 1 day, 7:11:50, time: 1.731, data_time: 0.005, memory: 9063, top1_acc: 0.4760, top5_acc: 0.7174, loss_cls: 2.2691, loss: 2.2691, grad_norm: 2.1417 2020-08-11 16:03:04,274 - mmaction - INFO - Epoch [186][220/940] lr: 7.123e-02, eta: 1 day, 7:11:21, time: 1.873, data_time: 0.006, memory: 9063, top1_acc: 0.4908, top5_acc: 0.7275, loss_cls: 2.2130, loss: 2.2130, grad_norm: 2.1278 2020-08-11 16:03:38,557 - mmaction - INFO - Epoch [186][240/940] lr: 7.123e-02, eta: 1 day, 7:10:48, time: 1.716, data_time: 0.006, memory: 9063, top1_acc: 0.5020, top5_acc: 0.7279, loss_cls: 2.2397, loss: 2.2397, grad_norm: 2.1204 2020-08-11 16:04:15,710 - mmaction - INFO - Epoch [186][260/940] lr: 7.123e-02, eta: 1 day, 7:10:18, time: 1.855, data_time: 0.005, memory: 9063, top1_acc: 0.4887, top5_acc: 0.7225, loss_cls: 2.2354, loss: 2.2354, grad_norm: 2.1656 2020-08-11 16:04:50,482 - mmaction - INFO - Epoch [186][280/940] lr: 7.123e-02, eta: 1 day, 7:09:46, time: 1.741, data_time: 0.007, memory: 9063, top1_acc: 0.4869, top5_acc: 0.7281, loss_cls: 2.2562, loss: 2.2562, grad_norm: 2.1231 2020-08-11 16:05:25,901 - mmaction - INFO - Epoch [186][300/940] lr: 7.123e-02, eta: 1 day, 7:09:14, time: 1.771, data_time: 0.006, memory: 9063, top1_acc: 0.4873, top5_acc: 0.7266, loss_cls: 2.2171, loss: 2.2171, grad_norm: 2.1604 2020-08-11 16:06:01,533 - mmaction - INFO - Epoch [186][320/940] lr: 7.123e-02, eta: 1 day, 7:08:43, time: 1.782, data_time: 0.005, memory: 9063, top1_acc: 0.4854, top5_acc: 0.7279, loss_cls: 2.2642, loss: 2.2642, grad_norm: 2.1556 2020-08-11 16:06:37,104 - mmaction - INFO - Epoch [186][340/940] lr: 7.123e-02, eta: 1 day, 7:08:11, time: 1.777, data_time: 0.005, memory: 9063, top1_acc: 0.4967, top5_acc: 0.7221, loss_cls: 2.2296, loss: 2.2296, grad_norm: 2.1064 2020-08-11 16:07:13,046 - mmaction - INFO - Epoch [186][360/940] lr: 7.123e-02, eta: 1 day, 7:07:40, time: 1.793, data_time: 0.005, memory: 9063, top1_acc: 0.4943, top5_acc: 0.7264, loss_cls: 2.2202, loss: 2.2202, grad_norm: 2.1544 2020-08-11 16:07:47,232 - mmaction - INFO - Epoch [186][380/940] lr: 7.123e-02, eta: 1 day, 7:07:07, time: 1.715, data_time: 0.008, memory: 9063, top1_acc: 0.4893, top5_acc: 0.7375, loss_cls: 2.2097, loss: 2.2097, grad_norm: 2.1498 2020-08-11 16:08:23,315 - mmaction - INFO - Epoch [186][400/940] lr: 7.123e-02, eta: 1 day, 7:06:36, time: 1.800, data_time: 0.006, memory: 9063, top1_acc: 0.4813, top5_acc: 0.7197, loss_cls: 2.3125, loss: 2.3125, grad_norm: 2.2311 2020-08-11 16:08:59,314 - mmaction - INFO - Epoch [186][420/940] lr: 7.123e-02, eta: 1 day, 7:06:05, time: 1.802, data_time: 0.007, memory: 9063, top1_acc: 0.4787, top5_acc: 0.7260, loss_cls: 2.2733, loss: 2.2733, grad_norm: 2.1807 2020-08-11 16:09:35,057 - mmaction - INFO - Epoch [186][440/940] lr: 7.123e-02, eta: 1 day, 7:05:33, time: 1.789, data_time: 0.008, memory: 9063, top1_acc: 0.4814, top5_acc: 0.7250, loss_cls: 2.2477, loss: 2.2477, grad_norm: 2.1921 2020-08-11 16:10:10,622 - mmaction - INFO - Epoch [186][460/940] lr: 7.123e-02, eta: 1 day, 7:05:02, time: 1.779, data_time: 0.007, memory: 9063, top1_acc: 0.4799, top5_acc: 0.7168, loss_cls: 2.2852, loss: 2.2852, grad_norm: 2.1200 2020-08-11 16:10:46,484 - mmaction - INFO - Epoch [186][480/940] lr: 7.123e-02, eta: 1 day, 7:04:31, time: 1.792, data_time: 0.002, memory: 9063, top1_acc: 0.4906, top5_acc: 0.7393, loss_cls: 2.1924, loss: 2.1924, grad_norm: 2.1452 2020-08-11 16:11:21,811 - mmaction - INFO - Epoch [186][500/940] lr: 7.123e-02, eta: 1 day, 7:03:59, time: 1.762, data_time: 0.005, memory: 9063, top1_acc: 0.4941, top5_acc: 0.7219, loss_cls: 2.2396, loss: 2.2396, grad_norm: 2.1653 2020-08-11 16:11:57,919 - mmaction - INFO - Epoch [186][520/940] lr: 7.123e-02, eta: 1 day, 7:03:28, time: 1.810, data_time: 0.007, memory: 9063, top1_acc: 0.4918, top5_acc: 0.7346, loss_cls: 2.2153, loss: 2.2153, grad_norm: 2.1639 2020-08-11 16:12:34,406 - mmaction - INFO - Epoch [186][540/940] lr: 7.123e-02, eta: 1 day, 7:02:57, time: 1.823, data_time: 0.007, memory: 9063, top1_acc: 0.4912, top5_acc: 0.7271, loss_cls: 2.2446, loss: 2.2446, grad_norm: 2.1862 2020-08-11 16:13:09,767 - mmaction - INFO - Epoch [186][560/940] lr: 7.123e-02, eta: 1 day, 7:02:26, time: 1.768, data_time: 0.005, memory: 9063, top1_acc: 0.4895, top5_acc: 0.7303, loss_cls: 2.2397, loss: 2.2397, grad_norm: 2.1403 2020-08-11 16:13:44,502 - mmaction - INFO - Epoch [186][580/940] lr: 7.123e-02, eta: 1 day, 7:01:53, time: 1.738, data_time: 0.006, memory: 9063, top1_acc: 0.4871, top5_acc: 0.7254, loss_cls: 2.2615, loss: 2.2615, grad_norm: 2.1825 2020-08-11 16:14:19,843 - mmaction - INFO - Epoch [186][600/940] lr: 7.123e-02, eta: 1 day, 7:01:21, time: 1.765, data_time: 0.005, memory: 9063, top1_acc: 0.4961, top5_acc: 0.7248, loss_cls: 2.2181, loss: 2.2181, grad_norm: 2.1271 2020-08-11 16:14:55,610 - mmaction - INFO - Epoch [186][620/940] lr: 7.123e-02, eta: 1 day, 7:00:50, time: 1.790, data_time: 0.008, memory: 9063, top1_acc: 0.4936, top5_acc: 0.7266, loss_cls: 2.2346, loss: 2.2346, grad_norm: 2.1291 2020-08-11 16:15:31,287 - mmaction - INFO - Epoch [186][640/940] lr: 7.123e-02, eta: 1 day, 7:00:18, time: 1.779, data_time: 0.006, memory: 9063, top1_acc: 0.4955, top5_acc: 0.7275, loss_cls: 2.2249, loss: 2.2249, grad_norm: 2.1747 2020-08-11 16:16:06,938 - mmaction - INFO - Epoch [186][660/940] lr: 7.123e-02, eta: 1 day, 6:59:47, time: 1.787, data_time: 0.007, memory: 9063, top1_acc: 0.4914, top5_acc: 0.7287, loss_cls: 2.2354, loss: 2.2354, grad_norm: 2.1857 2020-08-11 16:16:43,358 - mmaction - INFO - Epoch [186][680/940] lr: 7.123e-02, eta: 1 day, 6:59:16, time: 1.819, data_time: 0.005, memory: 9063, top1_acc: 0.4836, top5_acc: 0.7289, loss_cls: 2.2447, loss: 2.2447, grad_norm: 2.1832 2020-08-11 16:17:19,380 - mmaction - INFO - Epoch [186][700/940] lr: 7.123e-02, eta: 1 day, 6:58:45, time: 1.803, data_time: 0.006, memory: 9063, top1_acc: 0.4924, top5_acc: 0.7307, loss_cls: 2.2399, loss: 2.2399, grad_norm: 2.1693 2020-08-11 16:17:55,339 - mmaction - INFO - Epoch [186][720/940] lr: 7.123e-02, eta: 1 day, 6:58:14, time: 1.796, data_time: 0.002, memory: 9063, top1_acc: 0.4836, top5_acc: 0.7182, loss_cls: 2.2743, loss: 2.2743, grad_norm: 2.1398 2020-08-11 16:18:30,796 - mmaction - INFO - Epoch [186][740/940] lr: 7.123e-02, eta: 1 day, 6:57:42, time: 1.774, data_time: 0.005, memory: 9063, top1_acc: 0.4768, top5_acc: 0.7148, loss_cls: 2.2987, loss: 2.2987, grad_norm: 2.1426 2020-08-11 16:19:06,332 - mmaction - INFO - Epoch [186][760/940] lr: 7.123e-02, eta: 1 day, 6:57:11, time: 1.776, data_time: 0.005, memory: 9063, top1_acc: 0.4898, top5_acc: 0.7234, loss_cls: 2.2279, loss: 2.2279, grad_norm: 2.1753 2020-08-11 16:19:43,179 - mmaction - INFO - Epoch [186][780/940] lr: 7.123e-02, eta: 1 day, 6:56:41, time: 1.845, data_time: 0.006, memory: 9063, top1_acc: 0.4969, top5_acc: 0.7268, loss_cls: 2.2142, loss: 2.2142, grad_norm: 2.1329 2020-08-11 16:20:18,069 - mmaction - INFO - Epoch [186][800/940] lr: 7.123e-02, eta: 1 day, 6:56:08, time: 1.740, data_time: 0.005, memory: 9063, top1_acc: 0.4848, top5_acc: 0.7215, loss_cls: 2.2777, loss: 2.2777, grad_norm: 2.2051 2020-08-11 16:20:52,364 - mmaction - INFO - Epoch [186][820/940] lr: 7.123e-02, eta: 1 day, 6:55:35, time: 1.719, data_time: 0.007, memory: 9063, top1_acc: 0.4959, top5_acc: 0.7326, loss_cls: 2.2295, loss: 2.2295, grad_norm: 2.1656 2020-08-11 16:21:28,618 - mmaction - INFO - Epoch [186][840/940] lr: 7.123e-02, eta: 1 day, 6:55:04, time: 1.811, data_time: 0.005, memory: 9063, top1_acc: 0.4973, top5_acc: 0.7246, loss_cls: 2.2372, loss: 2.2372, grad_norm: 2.1517 2020-08-11 16:22:04,188 - mmaction - INFO - Epoch [186][860/940] lr: 7.123e-02, eta: 1 day, 6:54:33, time: 1.775, data_time: 0.008, memory: 9063, top1_acc: 0.4857, top5_acc: 0.7219, loss_cls: 2.2481, loss: 2.2481, grad_norm: 2.1754 2020-08-11 16:22:37,880 - mmaction - INFO - Epoch [186][880/940] lr: 7.123e-02, eta: 1 day, 6:53:59, time: 1.688, data_time: 0.008, memory: 9063, top1_acc: 0.4783, top5_acc: 0.7180, loss_cls: 2.3086, loss: 2.3086, grad_norm: 2.2101 2020-08-11 16:23:12,251 - mmaction - INFO - Epoch [186][900/940] lr: 7.123e-02, eta: 1 day, 6:53:26, time: 1.721, data_time: 0.007, memory: 9063, top1_acc: 0.4811, top5_acc: 0.7256, loss_cls: 2.2658, loss: 2.2658, grad_norm: 2.1751 2020-08-11 16:23:45,656 - mmaction - INFO - Epoch [186][920/940] lr: 7.123e-02, eta: 1 day, 6:52:52, time: 1.668, data_time: 0.005, memory: 9063, top1_acc: 0.5006, top5_acc: 0.7180, loss_cls: 2.2405, loss: 2.2405, grad_norm: 2.1380 2020-08-11 16:24:19,788 - mmaction - INFO - Epoch [186][940/940] lr: 7.123e-02, eta: 1 day, 6:52:18, time: 1.708, data_time: 0.005, memory: 9063, top1_acc: 0.5041, top5_acc: 0.7405, loss_cls: 2.1820, loss: 2.1820, grad_norm: 2.1600 2020-08-11 16:25:03,477 - mmaction - INFO - Epoch [187][20/940] lr: 6.937e-02, eta: 1 day, 6:51:56, time: 2.169, data_time: 0.604, memory: 9063, top1_acc: 0.4930, top5_acc: 0.7316, loss_cls: 2.1984, loss: 2.1984, grad_norm: 2.2037 2020-08-11 16:25:38,202 - mmaction - INFO - Epoch [187][40/940] lr: 6.937e-02, eta: 1 day, 6:51:23, time: 1.736, data_time: 0.002, memory: 9063, top1_acc: 0.5037, top5_acc: 0.7295, loss_cls: 2.1952, loss: 2.1952, grad_norm: 2.1620 2020-08-11 16:26:13,169 - mmaction - INFO - Epoch [187][60/940] lr: 6.937e-02, eta: 1 day, 6:50:51, time: 1.747, data_time: 0.008, memory: 9063, top1_acc: 0.4996, top5_acc: 0.7334, loss_cls: 2.1867, loss: 2.1867, grad_norm: 2.1843 2020-08-11 16:26:49,003 - mmaction - INFO - Epoch [187][80/940] lr: 6.937e-02, eta: 1 day, 6:50:20, time: 1.793, data_time: 0.006, memory: 9063, top1_acc: 0.5014, top5_acc: 0.7336, loss_cls: 2.1952, loss: 2.1952, grad_norm: 2.1665 2020-08-11 16:27:24,971 - mmaction - INFO - Epoch [187][100/940] lr: 6.937e-02, eta: 1 day, 6:49:49, time: 1.796, data_time: 0.006, memory: 9063, top1_acc: 0.4998, top5_acc: 0.7367, loss_cls: 2.1843, loss: 2.1843, grad_norm: 2.1592 2020-08-11 16:28:00,045 - mmaction - INFO - Epoch [187][120/940] lr: 6.937e-02, eta: 1 day, 6:49:16, time: 1.750, data_time: 0.007, memory: 9063, top1_acc: 0.4959, top5_acc: 0.7338, loss_cls: 2.1916, loss: 2.1916, grad_norm: 2.2196 2020-08-11 16:28:36,134 - mmaction - INFO - Epoch [187][140/940] lr: 6.937e-02, eta: 1 day, 6:48:45, time: 1.808, data_time: 0.008, memory: 9063, top1_acc: 0.5010, top5_acc: 0.7377, loss_cls: 2.1901, loss: 2.1901, grad_norm: 2.1643 2020-08-11 16:29:11,153 - mmaction - INFO - Epoch [187][160/940] lr: 6.937e-02, eta: 1 day, 6:48:13, time: 1.751, data_time: 0.006, memory: 9063, top1_acc: 0.4895, top5_acc: 0.7229, loss_cls: 2.2510, loss: 2.2510, grad_norm: 2.1764 2020-08-11 16:29:46,755 - mmaction - INFO - Epoch [187][180/940] lr: 6.937e-02, eta: 1 day, 6:47:41, time: 1.781, data_time: 0.006, memory: 9063, top1_acc: 0.5008, top5_acc: 0.7291, loss_cls: 2.2081, loss: 2.2081, grad_norm: 2.2009 2020-08-11 16:30:22,660 - mmaction - INFO - Epoch [187][200/940] lr: 6.937e-02, eta: 1 day, 6:47:10, time: 1.793, data_time: 0.006, memory: 9063, top1_acc: 0.4947, top5_acc: 0.7250, loss_cls: 2.2263, loss: 2.2263, grad_norm: 2.1706 2020-08-11 16:30:58,090 - mmaction - INFO - Epoch [187][220/940] lr: 6.937e-02, eta: 1 day, 6:46:38, time: 1.774, data_time: 0.007, memory: 9063, top1_acc: 0.4863, top5_acc: 0.7270, loss_cls: 2.2409, loss: 2.2409, grad_norm: 2.1661 2020-08-11 16:31:32,851 - mmaction - INFO - Epoch [187][240/940] lr: 6.937e-02, eta: 1 day, 6:46:06, time: 1.738, data_time: 0.008, memory: 9063, top1_acc: 0.4949, top5_acc: 0.7252, loss_cls: 2.2412, loss: 2.2412, grad_norm: 2.2009 2020-08-11 16:32:08,098 - mmaction - INFO - Epoch [187][260/940] lr: 6.937e-02, eta: 1 day, 6:45:34, time: 1.763, data_time: 0.003, memory: 9063, top1_acc: 0.4938, top5_acc: 0.7303, loss_cls: 2.2351, loss: 2.2351, grad_norm: 2.2157 2020-08-11 16:32:44,730 - mmaction - INFO - Epoch [187][280/940] lr: 6.937e-02, eta: 1 day, 6:45:03, time: 1.832, data_time: 0.007, memory: 9063, top1_acc: 0.4865, top5_acc: 0.7205, loss_cls: 2.2700, loss: 2.2700, grad_norm: 2.1785 2020-08-11 16:33:20,992 - mmaction - INFO - Epoch [187][300/940] lr: 6.937e-02, eta: 1 day, 6:44:32, time: 1.810, data_time: 0.002, memory: 9063, top1_acc: 0.4979, top5_acc: 0.7354, loss_cls: 2.2121, loss: 2.2121, grad_norm: 2.2052 2020-08-11 16:33:55,955 - mmaction - INFO - Epoch [187][320/940] lr: 6.937e-02, eta: 1 day, 6:44:00, time: 1.750, data_time: 0.008, memory: 9063, top1_acc: 0.4947, top5_acc: 0.7258, loss_cls: 2.2255, loss: 2.2255, grad_norm: 2.1807 2020-08-11 16:34:31,816 - mmaction - INFO - Epoch [187][340/940] lr: 6.937e-02, eta: 1 day, 6:43:29, time: 1.795, data_time: 0.005, memory: 9063, top1_acc: 0.4855, top5_acc: 0.7232, loss_cls: 2.2560, loss: 2.2560, grad_norm: 2.1511 2020-08-11 16:35:06,775 - mmaction - INFO - Epoch [187][360/940] lr: 6.937e-02, eta: 1 day, 6:42:56, time: 1.745, data_time: 0.005, memory: 9063, top1_acc: 0.4914, top5_acc: 0.7307, loss_cls: 2.2111, loss: 2.2111, grad_norm: 2.1777 2020-08-11 16:35:42,533 - mmaction - INFO - Epoch [187][380/940] lr: 6.937e-02, eta: 1 day, 6:42:25, time: 1.790, data_time: 0.005, memory: 9063, top1_acc: 0.5029, top5_acc: 0.7297, loss_cls: 2.2071, loss: 2.2071, grad_norm: 2.1938 2020-08-11 16:36:18,743 - mmaction - INFO - Epoch [187][400/940] lr: 6.937e-02, eta: 1 day, 6:41:54, time: 1.809, data_time: 0.005, memory: 9063, top1_acc: 0.4869, top5_acc: 0.7287, loss_cls: 2.2754, loss: 2.2754, grad_norm: 2.1855 2020-08-11 16:36:55,031 - mmaction - INFO - Epoch [187][420/940] lr: 6.937e-02, eta: 1 day, 6:41:23, time: 1.816, data_time: 0.006, memory: 9063, top1_acc: 0.4848, top5_acc: 0.7248, loss_cls: 2.2437, loss: 2.2437, grad_norm: 2.2187 2020-08-11 16:37:29,724 - mmaction - INFO - Epoch [187][440/940] lr: 6.937e-02, eta: 1 day, 6:40:50, time: 1.730, data_time: 0.007, memory: 9063, top1_acc: 0.4824, top5_acc: 0.7223, loss_cls: 2.2775, loss: 2.2775, grad_norm: 2.1801 2020-08-11 16:38:04,417 - mmaction - INFO - Epoch [187][460/940] lr: 6.937e-02, eta: 1 day, 6:40:18, time: 1.739, data_time: 0.007, memory: 9063, top1_acc: 0.5004, top5_acc: 0.7305, loss_cls: 2.1925, loss: 2.1925, grad_norm: 2.1491 2020-08-11 16:38:38,520 - mmaction - INFO - Epoch [187][480/940] lr: 6.937e-02, eta: 1 day, 6:39:44, time: 1.703, data_time: 0.005, memory: 9063, top1_acc: 0.4924, top5_acc: 0.7207, loss_cls: 2.2451, loss: 2.2451, grad_norm: 2.1585 2020-08-11 16:39:14,031 - mmaction - INFO - Epoch [187][500/940] lr: 6.937e-02, eta: 1 day, 6:39:12, time: 1.776, data_time: 0.007, memory: 9063, top1_acc: 0.4926, top5_acc: 0.7285, loss_cls: 2.2206, loss: 2.2206, grad_norm: 2.1468 2020-08-11 16:39:47,251 - mmaction - INFO - Epoch [187][520/940] lr: 6.937e-02, eta: 1 day, 6:38:38, time: 1.663, data_time: 0.006, memory: 9063, top1_acc: 0.4914, top5_acc: 0.7281, loss_cls: 2.2189, loss: 2.2189, grad_norm: 2.1416 2020-08-11 16:40:23,505 - mmaction - INFO - Epoch [187][540/940] lr: 6.937e-02, eta: 1 day, 6:38:07, time: 1.809, data_time: 0.005, memory: 9063, top1_acc: 0.4879, top5_acc: 0.7303, loss_cls: 2.2327, loss: 2.2327, grad_norm: 2.1669 2020-08-11 16:40:57,713 - mmaction - INFO - Epoch [187][560/940] lr: 6.937e-02, eta: 1 day, 6:37:34, time: 1.715, data_time: 0.007, memory: 9063, top1_acc: 0.4992, top5_acc: 0.7291, loss_cls: 2.2133, loss: 2.2133, grad_norm: 2.1568 2020-08-11 16:41:34,520 - mmaction - INFO - Epoch [187][580/940] lr: 6.937e-02, eta: 1 day, 6:37:03, time: 1.838, data_time: 0.002, memory: 9063, top1_acc: 0.4920, top5_acc: 0.7326, loss_cls: 2.2245, loss: 2.2245, grad_norm: 2.1685 2020-08-11 16:42:09,606 - mmaction - INFO - Epoch [187][600/940] lr: 6.937e-02, eta: 1 day, 6:36:31, time: 1.754, data_time: 0.006, memory: 9063, top1_acc: 0.4916, top5_acc: 0.7207, loss_cls: 2.2439, loss: 2.2439, grad_norm: 2.1686 2020-08-11 16:42:46,750 - mmaction - INFO - Epoch [187][620/940] lr: 6.937e-02, eta: 1 day, 6:36:01, time: 1.855, data_time: 0.009, memory: 9063, top1_acc: 0.4949, top5_acc: 0.7359, loss_cls: 2.1987, loss: 2.1987, grad_norm: 2.1928 2020-08-11 16:43:21,433 - mmaction - INFO - Epoch [187][640/940] lr: 6.937e-02, eta: 1 day, 6:35:29, time: 1.738, data_time: 0.007, memory: 9063, top1_acc: 0.4811, top5_acc: 0.7227, loss_cls: 2.2548, loss: 2.2548, grad_norm: 2.2172 2020-08-11 16:43:57,125 - mmaction - INFO - Epoch [187][660/940] lr: 6.937e-02, eta: 1 day, 6:34:57, time: 1.784, data_time: 0.005, memory: 9063, top1_acc: 0.4811, top5_acc: 0.7336, loss_cls: 2.2285, loss: 2.2285, grad_norm: 2.1776 2020-08-11 16:44:31,488 - mmaction - INFO - Epoch [187][680/940] lr: 6.937e-02, eta: 1 day, 6:34:24, time: 1.719, data_time: 0.005, memory: 9063, top1_acc: 0.4877, top5_acc: 0.7295, loss_cls: 2.2379, loss: 2.2379, grad_norm: 2.2079 2020-08-11 16:45:07,438 - mmaction - INFO - Epoch [187][700/940] lr: 6.937e-02, eta: 1 day, 6:33:53, time: 1.796, data_time: 0.007, memory: 9063, top1_acc: 0.4828, top5_acc: 0.7197, loss_cls: 2.2810, loss: 2.2810, grad_norm: 2.1442 2020-08-11 16:45:42,814 - mmaction - INFO - Epoch [187][720/940] lr: 6.937e-02, eta: 1 day, 6:33:21, time: 1.771, data_time: 0.004, memory: 9063, top1_acc: 0.4998, top5_acc: 0.7303, loss_cls: 2.1944, loss: 2.1944, grad_norm: 2.1090 2020-08-11 16:46:18,467 - mmaction - INFO - Epoch [187][740/940] lr: 6.937e-02, eta: 1 day, 6:32:49, time: 1.780, data_time: 0.007, memory: 9063, top1_acc: 0.4873, top5_acc: 0.7201, loss_cls: 2.2554, loss: 2.2554, grad_norm: 2.1882 2020-08-11 16:46:51,666 - mmaction - INFO - Epoch [187][760/940] lr: 6.937e-02, eta: 1 day, 6:32:14, time: 1.662, data_time: 0.006, memory: 9063, top1_acc: 0.4861, top5_acc: 0.7199, loss_cls: 2.2644, loss: 2.2644, grad_norm: 2.1611 2020-08-11 16:47:27,110 - mmaction - INFO - Epoch [187][780/940] lr: 6.937e-02, eta: 1 day, 6:31:43, time: 1.770, data_time: 0.005, memory: 9063, top1_acc: 0.4951, top5_acc: 0.7311, loss_cls: 2.2327, loss: 2.2327, grad_norm: 2.1921 2020-08-11 16:48:03,060 - mmaction - INFO - Epoch [187][800/940] lr: 6.937e-02, eta: 1 day, 6:31:11, time: 1.800, data_time: 0.006, memory: 9063, top1_acc: 0.4881, top5_acc: 0.7281, loss_cls: 2.2241, loss: 2.2241, grad_norm: 2.2160 2020-08-11 16:48:38,315 - mmaction - INFO - Epoch [187][820/940] lr: 6.937e-02, eta: 1 day, 6:30:39, time: 1.762, data_time: 0.005, memory: 9063, top1_acc: 0.4934, top5_acc: 0.7252, loss_cls: 2.2545, loss: 2.2545, grad_norm: 2.1682 2020-08-11 16:49:15,268 - mmaction - INFO - Epoch [187][840/940] lr: 6.937e-02, eta: 1 day, 6:30:09, time: 1.847, data_time: 0.002, memory: 9063, top1_acc: 0.4801, top5_acc: 0.7217, loss_cls: 2.2568, loss: 2.2568, grad_norm: 2.1715 2020-08-11 16:49:51,760 - mmaction - INFO - Epoch [187][860/940] lr: 6.937e-02, eta: 1 day, 6:29:38, time: 1.825, data_time: 0.005, memory: 9063, top1_acc: 0.4924, top5_acc: 0.7264, loss_cls: 2.2414, loss: 2.2414, grad_norm: 2.1774 2020-08-11 16:50:27,539 - mmaction - INFO - Epoch [187][880/940] lr: 6.937e-02, eta: 1 day, 6:29:07, time: 1.787, data_time: 0.005, memory: 9063, top1_acc: 0.4916, top5_acc: 0.7260, loss_cls: 2.2411, loss: 2.2411, grad_norm: 2.2017 2020-08-11 16:51:02,749 - mmaction - INFO - Epoch [187][900/940] lr: 6.937e-02, eta: 1 day, 6:28:35, time: 1.762, data_time: 0.006, memory: 9063, top1_acc: 0.4885, top5_acc: 0.7270, loss_cls: 2.2335, loss: 2.2335, grad_norm: 2.1697 2020-08-11 16:51:39,989 - mmaction - INFO - Epoch [187][920/940] lr: 6.937e-02, eta: 1 day, 6:28:05, time: 1.861, data_time: 0.014, memory: 9063, top1_acc: 0.4768, top5_acc: 0.7145, loss_cls: 2.3121, loss: 2.3121, grad_norm: 2.1828 2020-08-11 16:52:14,714 - mmaction - INFO - Epoch [187][940/940] lr: 6.937e-02, eta: 1 day, 6:27:32, time: 1.736, data_time: 0.006, memory: 9063, top1_acc: 0.5006, top5_acc: 0.7279, loss_cls: 2.2097, loss: 2.2097, grad_norm: 2.1782 2020-08-11 16:52:54,504 - mmaction - INFO - Epoch [188][20/940] lr: 6.752e-02, eta: 1 day, 6:27:05, time: 1.968, data_time: 0.442, memory: 9063, top1_acc: 0.4805, top5_acc: 0.7281, loss_cls: 2.2362, loss: 2.2362, grad_norm: 2.2067 2020-08-11 16:53:28,715 - mmaction - INFO - Epoch [188][40/940] lr: 6.752e-02, eta: 1 day, 6:26:32, time: 1.713, data_time: 0.009, memory: 9063, top1_acc: 0.4906, top5_acc: 0.7248, loss_cls: 2.2225, loss: 2.2225, grad_norm: 2.2204 2020-08-11 16:54:04,402 - mmaction - INFO - Epoch [188][60/940] lr: 6.752e-02, eta: 1 day, 6:26:00, time: 1.786, data_time: 0.006, memory: 9063, top1_acc: 0.4977, top5_acc: 0.7340, loss_cls: 2.1953, loss: 2.1953, grad_norm: 2.1877 2020-08-11 16:54:38,289 - mmaction - INFO - Epoch [188][80/940] lr: 6.752e-02, eta: 1 day, 6:25:26, time: 1.693, data_time: 0.006, memory: 9063, top1_acc: 0.4953, top5_acc: 0.7336, loss_cls: 2.1808, loss: 2.1808, grad_norm: 2.2280 2020-08-11 16:55:13,865 - mmaction - INFO - Epoch [188][100/940] lr: 6.752e-02, eta: 1 day, 6:24:54, time: 1.777, data_time: 0.005, memory: 9063, top1_acc: 0.4896, top5_acc: 0.7316, loss_cls: 2.2211, loss: 2.2211, grad_norm: 2.2357 2020-08-11 16:55:48,951 - mmaction - INFO - Epoch [188][120/940] lr: 6.752e-02, eta: 1 day, 6:24:22, time: 1.754, data_time: 0.006, memory: 9063, top1_acc: 0.4938, top5_acc: 0.7307, loss_cls: 2.1853, loss: 2.1853, grad_norm: 2.1576 2020-08-11 16:56:24,628 - mmaction - INFO - Epoch [188][140/940] lr: 6.752e-02, eta: 1 day, 6:23:50, time: 1.786, data_time: 0.009, memory: 9063, top1_acc: 0.5055, top5_acc: 0.7332, loss_cls: 2.1673, loss: 2.1673, grad_norm: 2.1091 2020-08-11 16:57:00,565 - mmaction - INFO - Epoch [188][160/940] lr: 6.752e-02, eta: 1 day, 6:23:19, time: 1.796, data_time: 0.006, memory: 9063, top1_acc: 0.4975, top5_acc: 0.7369, loss_cls: 2.1966, loss: 2.1966, grad_norm: 2.1980 2020-08-11 16:57:35,754 - mmaction - INFO - Epoch [188][180/940] lr: 6.752e-02, eta: 1 day, 6:22:47, time: 1.762, data_time: 0.006, memory: 9063, top1_acc: 0.4969, top5_acc: 0.7350, loss_cls: 2.1947, loss: 2.1947, grad_norm: 2.1952 2020-08-11 16:58:12,021 - mmaction - INFO - Epoch [188][200/940] lr: 6.752e-02, eta: 1 day, 6:22:16, time: 1.809, data_time: 0.005, memory: 9063, top1_acc: 0.4904, top5_acc: 0.7312, loss_cls: 2.2257, loss: 2.2257, grad_norm: 2.2549 2020-08-11 16:58:48,827 - mmaction - INFO - Epoch [188][220/940] lr: 6.752e-02, eta: 1 day, 6:21:46, time: 1.845, data_time: 0.008, memory: 9063, top1_acc: 0.4975, top5_acc: 0.7311, loss_cls: 2.2076, loss: 2.2076, grad_norm: 2.1349 2020-08-11 16:59:24,860 - mmaction - INFO - Epoch [188][240/940] lr: 6.752e-02, eta: 1 day, 6:21:14, time: 1.803, data_time: 0.005, memory: 9063, top1_acc: 0.4850, top5_acc: 0.7283, loss_cls: 2.2436, loss: 2.2436, grad_norm: 2.1660 2020-08-11 16:59:59,877 - mmaction - INFO - Epoch [188][260/940] lr: 6.752e-02, eta: 1 day, 6:20:42, time: 1.750, data_time: 0.002, memory: 9063, top1_acc: 0.5000, top5_acc: 0.7410, loss_cls: 2.1733, loss: 2.1733, grad_norm: 2.1739 2020-08-11 17:00:42,057 - mmaction - INFO - Epoch [188][280/940] lr: 6.752e-02, eta: 1 day, 6:20:17, time: 2.096, data_time: 0.005, memory: 9063, top1_acc: 0.4904, top5_acc: 0.7289, loss_cls: 2.2279, loss: 2.2279, grad_norm: 2.1832 2020-08-11 17:01:15,341 - mmaction - INFO - Epoch [188][300/940] lr: 6.752e-02, eta: 1 day, 6:19:43, time: 1.676, data_time: 0.022, memory: 9063, top1_acc: 0.5021, top5_acc: 0.7393, loss_cls: 2.1770, loss: 2.1770, grad_norm: 2.2111 2020-08-11 17:01:51,642 - mmaction - INFO - Epoch [188][320/940] lr: 6.752e-02, eta: 1 day, 6:19:12, time: 1.815, data_time: 0.006, memory: 9063, top1_acc: 0.4965, top5_acc: 0.7346, loss_cls: 2.2009, loss: 2.2009, grad_norm: 2.2182 2020-08-11 17:02:27,105 - mmaction - INFO - Epoch [188][340/940] lr: 6.752e-02, eta: 1 day, 6:18:40, time: 1.774, data_time: 0.005, memory: 9063, top1_acc: 0.4908, top5_acc: 0.7287, loss_cls: 2.2418, loss: 2.2418, grad_norm: 2.2267 2020-08-11 17:03:03,513 - mmaction - INFO - Epoch [188][360/940] lr: 6.752e-02, eta: 1 day, 6:18:09, time: 1.816, data_time: 0.005, memory: 9063, top1_acc: 0.4928, top5_acc: 0.7287, loss_cls: 2.1994, loss: 2.1994, grad_norm: 2.2200 2020-08-11 17:03:39,850 - mmaction - INFO - Epoch [188][380/940] lr: 6.752e-02, eta: 1 day, 6:17:39, time: 1.822, data_time: 0.007, memory: 9063, top1_acc: 0.4990, top5_acc: 0.7320, loss_cls: 2.1783, loss: 2.1783, grad_norm: 2.1944 2020-08-11 17:04:15,136 - mmaction - INFO - Epoch [188][400/940] lr: 6.752e-02, eta: 1 day, 6:17:06, time: 1.760, data_time: 0.005, memory: 9063, top1_acc: 0.4838, top5_acc: 0.7330, loss_cls: 2.2152, loss: 2.2152, grad_norm: 2.2451 2020-08-11 17:04:51,641 - mmaction - INFO - Epoch [188][420/940] lr: 6.752e-02, eta: 1 day, 6:16:36, time: 1.830, data_time: 0.007, memory: 9063, top1_acc: 0.4982, top5_acc: 0.7338, loss_cls: 2.1947, loss: 2.1947, grad_norm: 2.1670 2020-08-11 17:05:24,007 - mmaction - INFO - Epoch [188][440/940] lr: 6.752e-02, eta: 1 day, 6:16:00, time: 1.618, data_time: 0.003, memory: 9063, top1_acc: 0.5104, top5_acc: 0.7396, loss_cls: 2.1780, loss: 2.1780, grad_norm: 2.1725 2020-08-11 17:06:00,684 - mmaction - INFO - Epoch [188][460/940] lr: 6.752e-02, eta: 1 day, 6:15:30, time: 1.834, data_time: 0.002, memory: 9063, top1_acc: 0.4877, top5_acc: 0.7264, loss_cls: 2.2509, loss: 2.2509, grad_norm: 2.2032 2020-08-11 17:06:36,895 - mmaction - INFO - Epoch [188][480/940] lr: 6.752e-02, eta: 1 day, 6:14:59, time: 1.809, data_time: 0.006, memory: 9063, top1_acc: 0.4926, top5_acc: 0.7354, loss_cls: 2.1965, loss: 2.1965, grad_norm: 2.2014 2020-08-11 17:07:10,618 - mmaction - INFO - Epoch [188][500/940] lr: 6.752e-02, eta: 1 day, 6:14:25, time: 1.688, data_time: 0.005, memory: 9063, top1_acc: 0.4967, top5_acc: 0.7365, loss_cls: 2.1938, loss: 2.1938, grad_norm: 2.1735 2020-08-11 17:07:46,577 - mmaction - INFO - Epoch [188][520/940] lr: 6.752e-02, eta: 1 day, 6:13:53, time: 1.795, data_time: 0.005, memory: 9063, top1_acc: 0.5047, top5_acc: 0.7338, loss_cls: 2.1661, loss: 2.1661, grad_norm: 2.1785 2020-08-11 17:08:22,103 - mmaction - INFO - Epoch [188][540/940] lr: 6.752e-02, eta: 1 day, 6:13:21, time: 1.779, data_time: 0.008, memory: 9063, top1_acc: 0.4873, top5_acc: 0.7260, loss_cls: 2.2650, loss: 2.2650, grad_norm: 2.2156 2020-08-11 17:08:55,451 - mmaction - INFO - Epoch [188][560/940] lr: 6.752e-02, eta: 1 day, 6:12:47, time: 1.667, data_time: 0.005, memory: 9063, top1_acc: 0.4996, top5_acc: 0.7279, loss_cls: 2.2056, loss: 2.2056, grad_norm: 2.1840 2020-08-11 17:09:31,828 - mmaction - INFO - Epoch [188][580/940] lr: 6.752e-02, eta: 1 day, 6:12:16, time: 1.819, data_time: 0.003, memory: 9063, top1_acc: 0.4926, top5_acc: 0.7221, loss_cls: 2.2421, loss: 2.2421, grad_norm: 2.2161 2020-08-11 17:10:08,221 - mmaction - INFO - Epoch [188][600/940] lr: 6.752e-02, eta: 1 day, 6:11:45, time: 1.819, data_time: 0.002, memory: 9063, top1_acc: 0.4910, top5_acc: 0.7283, loss_cls: 2.2263, loss: 2.2263, grad_norm: 2.2373 2020-08-11 17:10:44,510 - mmaction - INFO - Epoch [188][620/940] lr: 6.752e-02, eta: 1 day, 6:11:14, time: 1.814, data_time: 0.002, memory: 9063, top1_acc: 0.4949, top5_acc: 0.7402, loss_cls: 2.1651, loss: 2.1651, grad_norm: 2.1554 2020-08-11 17:11:20,956 - mmaction - INFO - Epoch [188][640/940] lr: 6.752e-02, eta: 1 day, 6:10:43, time: 1.821, data_time: 0.008, memory: 9063, top1_acc: 0.4951, top5_acc: 0.7197, loss_cls: 2.2178, loss: 2.2178, grad_norm: 2.1718 2020-08-11 17:11:56,509 - mmaction - INFO - Epoch [188][660/940] lr: 6.752e-02, eta: 1 day, 6:10:11, time: 1.780, data_time: 0.005, memory: 9063, top1_acc: 0.5010, top5_acc: 0.7256, loss_cls: 2.2116, loss: 2.2116, grad_norm: 2.1812 2020-08-11 17:12:31,729 - mmaction - INFO - Epoch [188][680/940] lr: 6.752e-02, eta: 1 day, 6:09:39, time: 1.759, data_time: 0.004, memory: 9063, top1_acc: 0.4934, top5_acc: 0.7273, loss_cls: 2.2220, loss: 2.2220, grad_norm: 2.2202 2020-08-11 17:13:08,952 - mmaction - INFO - Epoch [188][700/940] lr: 6.752e-02, eta: 1 day, 6:09:09, time: 1.863, data_time: 0.006, memory: 9063, top1_acc: 0.4818, top5_acc: 0.7178, loss_cls: 2.2947, loss: 2.2947, grad_norm: 2.2089 2020-08-11 17:13:45,128 - mmaction - INFO - Epoch [188][720/940] lr: 6.752e-02, eta: 1 day, 6:08:38, time: 1.807, data_time: 0.005, memory: 9063, top1_acc: 0.4969, top5_acc: 0.7172, loss_cls: 2.2334, loss: 2.2334, grad_norm: 2.1798 2020-08-11 17:14:20,130 - mmaction - INFO - Epoch [188][740/940] lr: 6.752e-02, eta: 1 day, 6:08:06, time: 1.752, data_time: 0.006, memory: 9063, top1_acc: 0.5000, top5_acc: 0.7379, loss_cls: 2.1669, loss: 2.1669, grad_norm: 2.1778 2020-08-11 17:14:56,173 - mmaction - INFO - Epoch [188][760/940] lr: 6.752e-02, eta: 1 day, 6:07:34, time: 1.800, data_time: 0.005, memory: 9063, top1_acc: 0.4887, top5_acc: 0.7230, loss_cls: 2.2485, loss: 2.2485, grad_norm: 2.2163 2020-08-11 17:15:32,103 - mmaction - INFO - Epoch [188][780/940] lr: 6.752e-02, eta: 1 day, 6:07:03, time: 1.793, data_time: 0.007, memory: 9063, top1_acc: 0.4994, top5_acc: 0.7355, loss_cls: 2.1702, loss: 2.1702, grad_norm: 2.1664 2020-08-11 17:16:08,818 - mmaction - INFO - Epoch [188][800/940] lr: 6.752e-02, eta: 1 day, 6:06:32, time: 1.840, data_time: 0.011, memory: 9063, top1_acc: 0.4990, top5_acc: 0.7301, loss_cls: 2.2059, loss: 2.2059, grad_norm: 2.1977 2020-08-11 17:16:43,843 - mmaction - INFO - Epoch [188][820/940] lr: 6.752e-02, eta: 1 day, 6:06:00, time: 1.753, data_time: 0.005, memory: 9063, top1_acc: 0.4951, top5_acc: 0.7285, loss_cls: 2.2290, loss: 2.2290, grad_norm: 2.2054 2020-08-11 17:17:17,776 - mmaction - INFO - Epoch [188][840/940] lr: 6.752e-02, eta: 1 day, 6:05:26, time: 1.694, data_time: 0.005, memory: 9063, top1_acc: 0.4859, top5_acc: 0.7232, loss_cls: 2.2487, loss: 2.2487, grad_norm: 2.2070 2020-08-11 17:17:53,372 - mmaction - INFO - Epoch [188][860/940] lr: 6.752e-02, eta: 1 day, 6:04:54, time: 1.779, data_time: 0.006, memory: 9063, top1_acc: 0.5033, top5_acc: 0.7375, loss_cls: 2.1890, loss: 2.1890, grad_norm: 2.2021 2020-08-11 17:18:29,749 - mmaction - INFO - Epoch [188][880/940] lr: 6.752e-02, eta: 1 day, 6:04:23, time: 1.821, data_time: 0.008, memory: 9063, top1_acc: 0.4893, top5_acc: 0.7295, loss_cls: 2.2159, loss: 2.2159, grad_norm: 2.1753 2020-08-11 17:19:05,788 - mmaction - INFO - Epoch [188][900/940] lr: 6.752e-02, eta: 1 day, 6:03:52, time: 1.802, data_time: 0.005, memory: 9063, top1_acc: 0.4885, top5_acc: 0.7180, loss_cls: 2.2788, loss: 2.2788, grad_norm: 2.2127 2020-08-11 17:19:42,373 - mmaction - INFO - Epoch [188][920/940] lr: 6.752e-02, eta: 1 day, 6:03:21, time: 1.830, data_time: 0.003, memory: 9063, top1_acc: 0.4836, top5_acc: 0.7227, loss_cls: 2.2541, loss: 2.2541, grad_norm: 2.1889 2020-08-11 17:20:17,021 - mmaction - INFO - Epoch [188][940/940] lr: 6.752e-02, eta: 1 day, 6:02:48, time: 1.731, data_time: 0.005, memory: 9063, top1_acc: 0.4823, top5_acc: 0.7242, loss_cls: 2.2688, loss: 2.2688, grad_norm: 2.2991 2020-08-11 17:20:17,420 - mmaction - INFO - Saving checkpoint at 188 epochs 2020-08-11 17:20:59,942 - mmaction - INFO - Epoch [189][20/940] lr: 6.569e-02, eta: 1 day, 6:02:21, time: 2.010, data_time: 0.479, memory: 9063, top1_acc: 0.4910, top5_acc: 0.7236, loss_cls: 2.2538, loss: 2.2538, grad_norm: 2.2053 2020-08-11 17:21:34,880 - mmaction - INFO - Epoch [189][40/940] lr: 6.569e-02, eta: 1 day, 6:01:49, time: 1.749, data_time: 0.005, memory: 9063, top1_acc: 0.5184, top5_acc: 0.7416, loss_cls: 2.1446, loss: 2.1446, grad_norm: 2.1618 2020-08-11 17:22:09,430 - mmaction - INFO - Epoch [189][60/940] lr: 6.569e-02, eta: 1 day, 6:01:16, time: 1.725, data_time: 0.004, memory: 9063, top1_acc: 0.5041, top5_acc: 0.7330, loss_cls: 2.1780, loss: 2.1780, grad_norm: 2.2229 2020-08-11 17:22:45,249 - mmaction - INFO - Epoch [189][80/940] lr: 6.569e-02, eta: 1 day, 6:00:44, time: 1.793, data_time: 0.005, memory: 9063, top1_acc: 0.4920, top5_acc: 0.7250, loss_cls: 2.2150, loss: 2.2150, grad_norm: 2.2392 2020-08-11 17:23:21,200 - mmaction - INFO - Epoch [189][100/940] lr: 6.569e-02, eta: 1 day, 6:00:13, time: 1.796, data_time: 0.005, memory: 9063, top1_acc: 0.4963, top5_acc: 0.7299, loss_cls: 2.2088, loss: 2.2088, grad_norm: 2.2060 2020-08-11 17:23:57,151 - mmaction - INFO - Epoch [189][120/940] lr: 6.569e-02, eta: 1 day, 5:59:41, time: 1.798, data_time: 0.005, memory: 9063, top1_acc: 0.4977, top5_acc: 0.7287, loss_cls: 2.2101, loss: 2.2101, grad_norm: 2.1638 2020-08-11 17:24:33,640 - mmaction - INFO - Epoch [189][140/940] lr: 6.569e-02, eta: 1 day, 5:59:10, time: 1.823, data_time: 0.008, memory: 9063, top1_acc: 0.5012, top5_acc: 0.7256, loss_cls: 2.2051, loss: 2.2051, grad_norm: 2.2057 2020-08-11 17:25:10,725 - mmaction - INFO - Epoch [189][160/940] lr: 6.569e-02, eta: 1 day, 5:58:40, time: 1.856, data_time: 0.006, memory: 9063, top1_acc: 0.4920, top5_acc: 0.7289, loss_cls: 2.2195, loss: 2.2195, grad_norm: 2.2472 2020-08-11 17:25:45,783 - mmaction - INFO - Epoch [189][180/940] lr: 6.569e-02, eta: 1 day, 5:58:08, time: 1.754, data_time: 0.003, memory: 9063, top1_acc: 0.5021, top5_acc: 0.7277, loss_cls: 2.2135, loss: 2.2135, grad_norm: 2.1804 2020-08-11 17:26:21,220 - mmaction - INFO - Epoch [189][200/940] lr: 6.569e-02, eta: 1 day, 5:57:36, time: 1.770, data_time: 0.006, memory: 9063, top1_acc: 0.4930, top5_acc: 0.7305, loss_cls: 2.2275, loss: 2.2275, grad_norm: 2.2086 2020-08-11 17:26:57,156 - mmaction - INFO - Epoch [189][220/940] lr: 6.569e-02, eta: 1 day, 5:57:04, time: 1.797, data_time: 0.006, memory: 9063, top1_acc: 0.5086, top5_acc: 0.7338, loss_cls: 2.1658, loss: 2.1658, grad_norm: 2.2106 2020-08-11 17:27:33,086 - mmaction - INFO - Epoch [189][240/940] lr: 6.569e-02, eta: 1 day, 5:56:33, time: 1.795, data_time: 0.006, memory: 9063, top1_acc: 0.5012, top5_acc: 0.7340, loss_cls: 2.1616, loss: 2.1616, grad_norm: 2.2039 2020-08-11 17:28:08,876 - mmaction - INFO - Epoch [189][260/940] lr: 6.569e-02, eta: 1 day, 5:56:01, time: 1.791, data_time: 0.006, memory: 9063, top1_acc: 0.5176, top5_acc: 0.7379, loss_cls: 2.1688, loss: 2.1688, grad_norm: 2.2435 2020-08-11 17:28:44,786 - mmaction - INFO - Epoch [189][280/940] lr: 6.569e-02, eta: 1 day, 5:55:29, time: 1.792, data_time: 0.009, memory: 9063, top1_acc: 0.5016, top5_acc: 0.7238, loss_cls: 2.2148, loss: 2.2148, grad_norm: 2.2003 2020-08-11 17:29:21,288 - mmaction - INFO - Epoch [189][300/940] lr: 6.569e-02, eta: 1 day, 5:54:58, time: 1.829, data_time: 0.007, memory: 9063, top1_acc: 0.4902, top5_acc: 0.7238, loss_cls: 2.2540, loss: 2.2540, grad_norm: 2.2226 2020-08-11 17:29:57,231 - mmaction - INFO - Epoch [189][320/940] lr: 6.569e-02, eta: 1 day, 5:54:27, time: 1.797, data_time: 0.005, memory: 9063, top1_acc: 0.5080, top5_acc: 0.7363, loss_cls: 2.1813, loss: 2.1813, grad_norm: 2.2247 2020-08-11 17:30:30,556 - mmaction - INFO - Epoch [189][340/940] lr: 6.569e-02, eta: 1 day, 5:53:52, time: 1.665, data_time: 0.003, memory: 9063, top1_acc: 0.5104, top5_acc: 0.7418, loss_cls: 2.1600, loss: 2.1600, grad_norm: 2.1635 2020-08-11 17:31:04,893 - mmaction - INFO - Epoch [189][360/940] lr: 6.569e-02, eta: 1 day, 5:53:19, time: 1.718, data_time: 0.005, memory: 9063, top1_acc: 0.4955, top5_acc: 0.7367, loss_cls: 2.2045, loss: 2.2045, grad_norm: 2.2579 2020-08-11 17:31:41,931 - mmaction - INFO - Epoch [189][380/940] lr: 6.569e-02, eta: 1 day, 5:52:49, time: 1.850, data_time: 0.005, memory: 9063, top1_acc: 0.4887, top5_acc: 0.7244, loss_cls: 2.2331, loss: 2.2331, grad_norm: 2.2357 2020-08-11 17:32:15,721 - mmaction - INFO - Epoch [189][400/940] lr: 6.569e-02, eta: 1 day, 5:52:15, time: 1.691, data_time: 0.008, memory: 9063, top1_acc: 0.4973, top5_acc: 0.7307, loss_cls: 2.2273, loss: 2.2273, grad_norm: 2.1946 2020-08-11 17:32:51,631 - mmaction - INFO - Epoch [189][420/940] lr: 6.569e-02, eta: 1 day, 5:51:43, time: 1.793, data_time: 0.005, memory: 9063, top1_acc: 0.5039, top5_acc: 0.7312, loss_cls: 2.1834, loss: 2.1834, grad_norm: 2.1894 2020-08-11 17:33:27,445 - mmaction - INFO - Epoch [189][440/940] lr: 6.569e-02, eta: 1 day, 5:51:12, time: 1.794, data_time: 0.007, memory: 9063, top1_acc: 0.5031, top5_acc: 0.7367, loss_cls: 2.1736, loss: 2.1736, grad_norm: 2.2167 2020-08-11 17:34:04,104 - mmaction - INFO - Epoch [189][460/940] lr: 6.569e-02, eta: 1 day, 5:50:41, time: 1.831, data_time: 0.004, memory: 9063, top1_acc: 0.4984, top5_acc: 0.7281, loss_cls: 2.1985, loss: 2.1985, grad_norm: 2.1953 2020-08-11 17:34:39,625 - mmaction - INFO - Epoch [189][480/940] lr: 6.569e-02, eta: 1 day, 5:50:09, time: 1.778, data_time: 0.005, memory: 9063, top1_acc: 0.4994, top5_acc: 0.7295, loss_cls: 2.2067, loss: 2.2067, grad_norm: 2.2108 2020-08-11 17:35:15,662 - mmaction - INFO - Epoch [189][500/940] lr: 6.569e-02, eta: 1 day, 5:49:37, time: 1.800, data_time: 0.007, memory: 9063, top1_acc: 0.4965, top5_acc: 0.7285, loss_cls: 2.2080, loss: 2.2080, grad_norm: 2.2216 2020-08-11 17:35:51,380 - mmaction - INFO - Epoch [189][520/940] lr: 6.569e-02, eta: 1 day, 5:49:06, time: 1.788, data_time: 0.007, memory: 9063, top1_acc: 0.4916, top5_acc: 0.7209, loss_cls: 2.2343, loss: 2.2343, grad_norm: 2.2234 2020-08-11 17:36:27,135 - mmaction - INFO - Epoch [189][540/940] lr: 6.569e-02, eta: 1 day, 5:48:34, time: 1.787, data_time: 0.005, memory: 9063, top1_acc: 0.4959, top5_acc: 0.7258, loss_cls: 2.2198, loss: 2.2198, grad_norm: 2.2528 2020-08-11 17:37:04,292 - mmaction - INFO - Epoch [189][560/940] lr: 6.569e-02, eta: 1 day, 5:48:04, time: 1.855, data_time: 0.005, memory: 9063, top1_acc: 0.4951, top5_acc: 0.7242, loss_cls: 2.2165, loss: 2.2165, grad_norm: 2.1678 2020-08-11 17:37:39,976 - mmaction - INFO - Epoch [189][580/940] lr: 6.569e-02, eta: 1 day, 5:47:32, time: 1.786, data_time: 0.009, memory: 9063, top1_acc: 0.5104, top5_acc: 0.7408, loss_cls: 2.1380, loss: 2.1380, grad_norm: 2.2393 2020-08-11 17:38:15,871 - mmaction - INFO - Epoch [189][600/940] lr: 6.569e-02, eta: 1 day, 5:47:00, time: 1.794, data_time: 0.005, memory: 9063, top1_acc: 0.4877, top5_acc: 0.7156, loss_cls: 2.2700, loss: 2.2700, grad_norm: 2.2049 2020-08-11 17:38:51,844 - mmaction - INFO - Epoch [189][620/940] lr: 6.569e-02, eta: 1 day, 5:46:29, time: 1.801, data_time: 0.008, memory: 9063, top1_acc: 0.4797, top5_acc: 0.7264, loss_cls: 2.2607, loss: 2.2607, grad_norm: 2.2046 2020-08-11 17:39:28,413 - mmaction - INFO - Epoch [189][640/940] lr: 6.569e-02, eta: 1 day, 5:45:58, time: 1.828, data_time: 0.003, memory: 9063, top1_acc: 0.4854, top5_acc: 0.7256, loss_cls: 2.2260, loss: 2.2260, grad_norm: 2.2254 2020-08-11 17:40:04,183 - mmaction - INFO - Epoch [189][660/940] lr: 6.569e-02, eta: 1 day, 5:45:26, time: 1.788, data_time: 0.005, memory: 9063, top1_acc: 0.4916, top5_acc: 0.7268, loss_cls: 2.2301, loss: 2.2301, grad_norm: 2.2556 2020-08-11 17:40:39,369 - mmaction - INFO - Epoch [189][680/940] lr: 6.569e-02, eta: 1 day, 5:44:54, time: 1.760, data_time: 0.006, memory: 9063, top1_acc: 0.5006, top5_acc: 0.7348, loss_cls: 2.1723, loss: 2.1723, grad_norm: 2.2482 2020-08-11 17:41:15,903 - mmaction - INFO - Epoch [189][700/940] lr: 6.569e-02, eta: 1 day, 5:44:23, time: 1.827, data_time: 0.008, memory: 9063, top1_acc: 0.4938, top5_acc: 0.7305, loss_cls: 2.2103, loss: 2.2103, grad_norm: 2.1981 2020-08-11 17:41:51,225 - mmaction - INFO - Epoch [189][720/940] lr: 6.569e-02, eta: 1 day, 5:43:51, time: 1.766, data_time: 0.004, memory: 9063, top1_acc: 0.5059, top5_acc: 0.7348, loss_cls: 2.1967, loss: 2.1967, grad_norm: 2.2126 2020-08-11 17:42:27,056 - mmaction - INFO - Epoch [189][740/940] lr: 6.569e-02, eta: 1 day, 5:43:19, time: 1.790, data_time: 0.005, memory: 9063, top1_acc: 0.4807, top5_acc: 0.7287, loss_cls: 2.2335, loss: 2.2335, grad_norm: 2.2192 2020-08-11 17:43:03,283 - mmaction - INFO - Epoch [189][760/940] lr: 6.569e-02, eta: 1 day, 5:42:48, time: 1.811, data_time: 0.005, memory: 9063, top1_acc: 0.4969, top5_acc: 0.7240, loss_cls: 2.2120, loss: 2.2120, grad_norm: 2.2362 2020-08-11 17:43:39,007 - mmaction - INFO - Epoch [189][780/940] lr: 6.569e-02, eta: 1 day, 5:42:16, time: 1.789, data_time: 0.005, memory: 9063, top1_acc: 0.5086, top5_acc: 0.7320, loss_cls: 2.1854, loss: 2.1854, grad_norm: 2.1922 2020-08-11 17:44:16,535 - mmaction - INFO - Epoch [189][800/940] lr: 6.569e-02, eta: 1 day, 5:41:46, time: 1.875, data_time: 0.005, memory: 9063, top1_acc: 0.5014, top5_acc: 0.7262, loss_cls: 2.2133, loss: 2.2133, grad_norm: 2.2190 2020-08-11 17:44:51,436 - mmaction - INFO - Epoch [189][820/940] lr: 6.569e-02, eta: 1 day, 5:41:13, time: 1.743, data_time: 0.005, memory: 9063, top1_acc: 0.4928, top5_acc: 0.7373, loss_cls: 2.2244, loss: 2.2244, grad_norm: 2.2359 2020-08-11 17:45:28,439 - mmaction - INFO - Epoch [189][840/940] lr: 6.569e-02, eta: 1 day, 5:40:43, time: 1.851, data_time: 0.007, memory: 9063, top1_acc: 0.4957, top5_acc: 0.7301, loss_cls: 2.2067, loss: 2.2067, grad_norm: 2.2289 2020-08-11 17:46:02,875 - mmaction - INFO - Epoch [189][860/940] lr: 6.569e-02, eta: 1 day, 5:40:09, time: 1.724, data_time: 0.006, memory: 9063, top1_acc: 0.5023, top5_acc: 0.7346, loss_cls: 2.1829, loss: 2.1829, grad_norm: 2.1991 2020-08-11 17:46:37,054 - mmaction - INFO - Epoch [189][880/940] lr: 6.569e-02, eta: 1 day, 5:39:36, time: 1.707, data_time: 0.006, memory: 9063, top1_acc: 0.4990, top5_acc: 0.7330, loss_cls: 2.2082, loss: 2.2082, grad_norm: 2.2244 2020-08-11 17:47:12,799 - mmaction - INFO - Epoch [189][900/940] lr: 6.569e-02, eta: 1 day, 5:39:04, time: 1.788, data_time: 0.006, memory: 9063, top1_acc: 0.4922, top5_acc: 0.7338, loss_cls: 2.2056, loss: 2.2056, grad_norm: 2.2416 2020-08-11 17:47:47,077 - mmaction - INFO - Epoch [189][920/940] lr: 6.569e-02, eta: 1 day, 5:38:31, time: 1.713, data_time: 0.008, memory: 9063, top1_acc: 0.5076, top5_acc: 0.7414, loss_cls: 2.1563, loss: 2.1563, grad_norm: 2.2082 2020-08-11 17:48:21,128 - mmaction - INFO - Epoch [189][940/940] lr: 6.569e-02, eta: 1 day, 5:37:57, time: 1.705, data_time: 0.006, memory: 9063, top1_acc: 0.5002, top5_acc: 0.7360, loss_cls: 2.1912, loss: 2.1912, grad_norm: 2.2867 2020-08-11 17:49:02,970 - mmaction - INFO - Epoch [190][20/940] lr: 6.388e-02, eta: 1 day, 5:37:32, time: 2.077, data_time: 0.402, memory: 9063, top1_acc: 0.4920, top5_acc: 0.7381, loss_cls: 2.2138, loss: 2.2138, grad_norm: 2.2447 2020-08-11 17:49:37,857 - mmaction - INFO - Epoch [190][40/940] lr: 6.388e-02, eta: 1 day, 5:36:59, time: 1.747, data_time: 0.006, memory: 9063, top1_acc: 0.4959, top5_acc: 0.7318, loss_cls: 2.1888, loss: 2.1888, grad_norm: 2.2581 2020-08-11 17:50:12,906 - mmaction - INFO - Epoch [190][60/940] lr: 6.388e-02, eta: 1 day, 5:36:26, time: 1.748, data_time: 0.005, memory: 9063, top1_acc: 0.5088, top5_acc: 0.7445, loss_cls: 2.1505, loss: 2.1505, grad_norm: 2.1996 2020-08-11 17:50:48,696 - mmaction - INFO - Epoch [190][80/940] lr: 6.388e-02, eta: 1 day, 5:35:54, time: 1.793, data_time: 0.007, memory: 9063, top1_acc: 0.4971, top5_acc: 0.7230, loss_cls: 2.2450, loss: 2.2450, grad_norm: 2.2419 2020-08-11 17:51:24,750 - mmaction - INFO - Epoch [190][100/940] lr: 6.388e-02, eta: 1 day, 5:35:23, time: 1.803, data_time: 0.006, memory: 9063, top1_acc: 0.4994, top5_acc: 0.7283, loss_cls: 2.1837, loss: 2.1837, grad_norm: 2.2264 2020-08-11 17:52:00,271 - mmaction - INFO - Epoch [190][120/940] lr: 6.388e-02, eta: 1 day, 5:34:51, time: 1.777, data_time: 0.005, memory: 9063, top1_acc: 0.4938, top5_acc: 0.7340, loss_cls: 2.2199, loss: 2.2199, grad_norm: 2.2763 2020-08-11 17:52:35,734 - mmaction - INFO - Epoch [190][140/940] lr: 6.388e-02, eta: 1 day, 5:34:19, time: 1.769, data_time: 0.002, memory: 9063, top1_acc: 0.5045, top5_acc: 0.7348, loss_cls: 2.1929, loss: 2.1929, grad_norm: 2.2322 2020-08-11 17:53:11,919 - mmaction - INFO - Epoch [190][160/940] lr: 6.388e-02, eta: 1 day, 5:33:47, time: 1.810, data_time: 0.007, memory: 9063, top1_acc: 0.5002, top5_acc: 0.7414, loss_cls: 2.1535, loss: 2.1535, grad_norm: 2.2151 2020-08-11 17:53:48,980 - mmaction - INFO - Epoch [190][180/940] lr: 6.388e-02, eta: 1 day, 5:33:17, time: 1.856, data_time: 0.006, memory: 9063, top1_acc: 0.4920, top5_acc: 0.7277, loss_cls: 2.2143, loss: 2.2143, grad_norm: 2.2212 2020-08-11 17:54:21,665 - mmaction - INFO - Epoch [190][200/940] lr: 6.388e-02, eta: 1 day, 5:32:42, time: 1.634, data_time: 0.006, memory: 9063, top1_acc: 0.5025, top5_acc: 0.7379, loss_cls: 2.1568, loss: 2.1568, grad_norm: 2.2790 2020-08-11 17:54:57,689 - mmaction - INFO - Epoch [190][220/940] lr: 6.388e-02, eta: 1 day, 5:32:10, time: 1.802, data_time: 0.005, memory: 9063, top1_acc: 0.5037, top5_acc: 0.7406, loss_cls: 2.1610, loss: 2.1610, grad_norm: 2.2640 2020-08-11 17:55:32,790 - mmaction - INFO - Epoch [190][240/940] lr: 6.388e-02, eta: 1 day, 5:31:38, time: 1.754, data_time: 0.007, memory: 9063, top1_acc: 0.4922, top5_acc: 0.7262, loss_cls: 2.2302, loss: 2.2302, grad_norm: 2.2306 2020-08-11 17:56:09,207 - mmaction - INFO - Epoch [190][260/940] lr: 6.388e-02, eta: 1 day, 5:31:06, time: 1.818, data_time: 0.006, memory: 9063, top1_acc: 0.4836, top5_acc: 0.7275, loss_cls: 2.2287, loss: 2.2287, grad_norm: 2.2506 2020-08-11 17:56:45,429 - mmaction - INFO - Epoch [190][280/940] lr: 6.388e-02, eta: 1 day, 5:30:35, time: 1.814, data_time: 0.007, memory: 9063, top1_acc: 0.4947, top5_acc: 0.7355, loss_cls: 2.1828, loss: 2.1828, grad_norm: 2.2466 2020-08-11 17:57:22,137 - mmaction - INFO - Epoch [190][300/940] lr: 6.388e-02, eta: 1 day, 5:30:04, time: 1.835, data_time: 0.006, memory: 9063, top1_acc: 0.4895, top5_acc: 0.7281, loss_cls: 2.2253, loss: 2.2253, grad_norm: 2.3063 2020-08-11 17:57:58,632 - mmaction - INFO - Epoch [190][320/940] lr: 6.388e-02, eta: 1 day, 5:29:33, time: 1.825, data_time: 0.007, memory: 9063, top1_acc: 0.5010, top5_acc: 0.7338, loss_cls: 2.1834, loss: 2.1834, grad_norm: 2.2292 2020-08-11 17:58:35,519 - mmaction - INFO - Epoch [190][340/940] lr: 6.388e-02, eta: 1 day, 5:29:03, time: 1.844, data_time: 0.005, memory: 9063, top1_acc: 0.5039, top5_acc: 0.7342, loss_cls: 2.1885, loss: 2.1885, grad_norm: 2.2639 2020-08-11 17:59:11,272 - mmaction - INFO - Epoch [190][360/940] lr: 6.388e-02, eta: 1 day, 5:28:31, time: 1.784, data_time: 0.006, memory: 9063, top1_acc: 0.5055, top5_acc: 0.7393, loss_cls: 2.1735, loss: 2.1735, grad_norm: 2.2593 2020-08-11 17:59:46,451 - mmaction - INFO - Epoch [190][380/940] lr: 6.388e-02, eta: 1 day, 5:27:58, time: 1.764, data_time: 0.008, memory: 9063, top1_acc: 0.4920, top5_acc: 0.7270, loss_cls: 2.2416, loss: 2.2416, grad_norm: 2.2443 2020-08-11 18:00:36,164 - mmaction - INFO - Epoch [190][400/940] lr: 6.388e-02, eta: 1 day, 5:27:41, time: 2.478, data_time: 0.007, memory: 9063, top1_acc: 0.4994, top5_acc: 0.7340, loss_cls: 2.1968, loss: 2.1968, grad_norm: 2.2326 2020-08-11 18:01:06,742 - mmaction - INFO - Epoch [190][420/940] lr: 6.388e-02, eta: 1 day, 5:27:04, time: 1.537, data_time: 0.017, memory: 9063, top1_acc: 0.4936, top5_acc: 0.7344, loss_cls: 2.2137, loss: 2.2137, grad_norm: 2.2697 2020-08-11 18:01:41,984 - mmaction - INFO - Epoch [190][440/940] lr: 6.388e-02, eta: 1 day, 5:26:32, time: 1.761, data_time: 0.007, memory: 9063, top1_acc: 0.5021, top5_acc: 0.7371, loss_cls: 2.1806, loss: 2.1806, grad_norm: 2.2385 2020-08-11 18:02:16,813 - mmaction - INFO - Epoch [190][460/940] lr: 6.388e-02, eta: 1 day, 5:25:59, time: 1.740, data_time: 0.002, memory: 9063, top1_acc: 0.5004, top5_acc: 0.7420, loss_cls: 2.1351, loss: 2.1351, grad_norm: 2.2170 2020-08-11 18:02:52,742 - mmaction - INFO - Epoch [190][480/940] lr: 6.388e-02, eta: 1 day, 5:25:27, time: 1.798, data_time: 0.005, memory: 9063, top1_acc: 0.4992, top5_acc: 0.7373, loss_cls: 2.1932, loss: 2.1932, grad_norm: 2.2542 2020-08-11 18:03:27,151 - mmaction - INFO - Epoch [190][500/940] lr: 6.388e-02, eta: 1 day, 5:24:54, time: 1.719, data_time: 0.006, memory: 9063, top1_acc: 0.5031, top5_acc: 0.7381, loss_cls: 2.1672, loss: 2.1672, grad_norm: 2.2334 2020-08-11 18:04:02,466 - mmaction - INFO - Epoch [190][520/940] lr: 6.388e-02, eta: 1 day, 5:24:21, time: 1.768, data_time: 0.008, memory: 9063, top1_acc: 0.4996, top5_acc: 0.7361, loss_cls: 2.2055, loss: 2.2055, grad_norm: 2.2440 2020-08-11 18:04:36,701 - mmaction - INFO - Epoch [190][540/940] lr: 6.388e-02, eta: 1 day, 5:23:48, time: 1.709, data_time: 0.005, memory: 9063, top1_acc: 0.4904, top5_acc: 0.7273, loss_cls: 2.2269, loss: 2.2269, grad_norm: 2.2146 2020-08-11 18:05:12,387 - mmaction - INFO - Epoch [190][560/940] lr: 6.388e-02, eta: 1 day, 5:23:16, time: 1.785, data_time: 0.008, memory: 9063, top1_acc: 0.5055, top5_acc: 0.7385, loss_cls: 2.1768, loss: 2.1768, grad_norm: 2.2129 2020-08-11 18:05:48,649 - mmaction - INFO - Epoch [190][580/940] lr: 6.388e-02, eta: 1 day, 5:22:44, time: 1.815, data_time: 0.006, memory: 9063, top1_acc: 0.5086, top5_acc: 0.7451, loss_cls: 2.1378, loss: 2.1378, grad_norm: 2.2362 2020-08-11 18:06:24,353 - mmaction - INFO - Epoch [190][600/940] lr: 6.388e-02, eta: 1 day, 5:22:12, time: 1.784, data_time: 0.005, memory: 9063, top1_acc: 0.5045, top5_acc: 0.7365, loss_cls: 2.1914, loss: 2.1914, grad_norm: 2.2468 2020-08-11 18:07:01,489 - mmaction - INFO - Epoch [190][620/940] lr: 6.388e-02, eta: 1 day, 5:21:42, time: 1.858, data_time: 0.005, memory: 9063, top1_acc: 0.4863, top5_acc: 0.7264, loss_cls: 2.2410, loss: 2.2410, grad_norm: 2.2494 2020-08-11 18:07:36,673 - mmaction - INFO - Epoch [190][640/940] lr: 6.388e-02, eta: 1 day, 5:21:10, time: 1.758, data_time: 0.002, memory: 9063, top1_acc: 0.4893, top5_acc: 0.7258, loss_cls: 2.2191, loss: 2.2191, grad_norm: 2.2476 2020-08-11 18:08:08,687 - mmaction - INFO - Epoch [190][660/940] lr: 6.388e-02, eta: 1 day, 5:20:34, time: 1.600, data_time: 0.006, memory: 9063, top1_acc: 0.4885, top5_acc: 0.7291, loss_cls: 2.2457, loss: 2.2457, grad_norm: 2.3149 2020-08-11 18:08:43,950 - mmaction - INFO - Epoch [190][680/940] lr: 6.388e-02, eta: 1 day, 5:20:01, time: 1.765, data_time: 0.007, memory: 9063, top1_acc: 0.4928, top5_acc: 0.7225, loss_cls: 2.2314, loss: 2.2314, grad_norm: 2.2128 2020-08-11 18:09:21,308 - mmaction - INFO - Epoch [190][700/940] lr: 6.388e-02, eta: 1 day, 5:19:31, time: 1.866, data_time: 0.007, memory: 9063, top1_acc: 0.4908, top5_acc: 0.7303, loss_cls: 2.2257, loss: 2.2257, grad_norm: 2.2196 2020-08-11 18:09:56,961 - mmaction - INFO - Epoch [190][720/940] lr: 6.388e-02, eta: 1 day, 5:18:59, time: 1.785, data_time: 0.007, memory: 9063, top1_acc: 0.5016, top5_acc: 0.7354, loss_cls: 2.1614, loss: 2.1614, grad_norm: 2.2381 2020-08-11 18:10:33,074 - mmaction - INFO - Epoch [190][740/940] lr: 6.388e-02, eta: 1 day, 5:18:27, time: 1.802, data_time: 0.005, memory: 9063, top1_acc: 0.4982, top5_acc: 0.7316, loss_cls: 2.1905, loss: 2.1905, grad_norm: 2.2437 2020-08-11 18:11:08,881 - mmaction - INFO - Epoch [190][760/940] lr: 6.388e-02, eta: 1 day, 5:17:56, time: 1.794, data_time: 0.006, memory: 9063, top1_acc: 0.5002, top5_acc: 0.7404, loss_cls: 2.1834, loss: 2.1834, grad_norm: 2.2549 2020-08-11 18:11:45,670 - mmaction - INFO - Epoch [190][780/940] lr: 6.388e-02, eta: 1 day, 5:17:25, time: 1.836, data_time: 0.005, memory: 9063, top1_acc: 0.4932, top5_acc: 0.7275, loss_cls: 2.2157, loss: 2.2157, grad_norm: 2.2457 2020-08-11 18:12:21,976 - mmaction - INFO - Epoch [190][800/940] lr: 6.388e-02, eta: 1 day, 5:16:53, time: 1.817, data_time: 0.007, memory: 9063, top1_acc: 0.5064, top5_acc: 0.7348, loss_cls: 2.1723, loss: 2.1723, grad_norm: 2.2035 2020-08-11 18:12:57,394 - mmaction - INFO - Epoch [190][820/940] lr: 6.388e-02, eta: 1 day, 5:16:21, time: 1.769, data_time: 0.005, memory: 9063, top1_acc: 0.4813, top5_acc: 0.7260, loss_cls: 2.2541, loss: 2.2541, grad_norm: 2.2517 2020-08-11 18:13:30,642 - mmaction - INFO - Epoch [190][840/940] lr: 6.388e-02, eta: 1 day, 5:15:47, time: 1.666, data_time: 0.007, memory: 9063, top1_acc: 0.4873, top5_acc: 0.7324, loss_cls: 2.2182, loss: 2.2182, grad_norm: 2.2451 2020-08-11 18:14:07,269 - mmaction - INFO - Epoch [190][860/940] lr: 6.388e-02, eta: 1 day, 5:15:15, time: 1.829, data_time: 0.004, memory: 9063, top1_acc: 0.4965, top5_acc: 0.7285, loss_cls: 2.2179, loss: 2.2179, grad_norm: 2.2358 2020-08-11 18:14:44,638 - mmaction - INFO - Epoch [190][880/940] lr: 6.388e-02, eta: 1 day, 5:14:45, time: 1.869, data_time: 0.007, memory: 9063, top1_acc: 0.4932, top5_acc: 0.7348, loss_cls: 2.2050, loss: 2.2050, grad_norm: 2.2473 2020-08-11 18:15:20,598 - mmaction - INFO - Epoch [190][900/940] lr: 6.388e-02, eta: 1 day, 5:14:13, time: 1.795, data_time: 0.005, memory: 9063, top1_acc: 0.4895, top5_acc: 0.7301, loss_cls: 2.2065, loss: 2.2065, grad_norm: 2.2440 2020-08-11 18:15:56,759 - mmaction - INFO - Epoch [190][920/940] lr: 6.388e-02, eta: 1 day, 5:13:42, time: 1.812, data_time: 0.007, memory: 9063, top1_acc: 0.5090, top5_acc: 0.7412, loss_cls: 2.1400, loss: 2.1400, grad_norm: 2.2265 2020-08-11 18:16:31,245 - mmaction - INFO - Epoch [190][940/940] lr: 6.388e-02, eta: 1 day, 5:13:09, time: 1.723, data_time: 0.008, memory: 9063, top1_acc: 0.4947, top5_acc: 0.7263, loss_cls: 2.2559, loss: 2.2559, grad_norm: 2.2757 2020-08-11 18:17:14,255 - mmaction - INFO - Epoch [191][20/940] lr: 6.209e-02, eta: 1 day, 5:12:44, time: 2.129, data_time: 0.621, memory: 9063, top1_acc: 0.5004, top5_acc: 0.7400, loss_cls: 2.1812, loss: 2.1812, grad_norm: 2.2010 2020-08-11 18:17:47,139 - mmaction - INFO - Epoch [191][40/940] lr: 6.209e-02, eta: 1 day, 5:12:09, time: 1.646, data_time: 0.007, memory: 9063, top1_acc: 0.5197, top5_acc: 0.7434, loss_cls: 2.0924, loss: 2.0924, grad_norm: 2.2461 2020-08-11 18:18:23,996 - mmaction - INFO - Epoch [191][60/940] lr: 6.209e-02, eta: 1 day, 5:11:38, time: 1.842, data_time: 0.005, memory: 9063, top1_acc: 0.5111, top5_acc: 0.7340, loss_cls: 2.1510, loss: 2.1510, grad_norm: 2.2718 2020-08-11 18:19:00,130 - mmaction - INFO - Epoch [191][80/940] lr: 6.209e-02, eta: 1 day, 5:11:07, time: 1.807, data_time: 0.005, memory: 9063, top1_acc: 0.5018, top5_acc: 0.7312, loss_cls: 2.2074, loss: 2.2074, grad_norm: 2.2384 2020-08-11 18:19:36,246 - mmaction - INFO - Epoch [191][100/940] lr: 6.209e-02, eta: 1 day, 5:10:35, time: 1.807, data_time: 0.005, memory: 9063, top1_acc: 0.5117, top5_acc: 0.7439, loss_cls: 2.1199, loss: 2.1199, grad_norm: 2.2311 2020-08-11 18:20:11,177 - mmaction - INFO - Epoch [191][120/940] lr: 6.209e-02, eta: 1 day, 5:10:02, time: 1.747, data_time: 0.007, memory: 9063, top1_acc: 0.5018, top5_acc: 0.7330, loss_cls: 2.1942, loss: 2.1942, grad_norm: 2.2825 2020-08-11 18:20:47,561 - mmaction - INFO - Epoch [191][140/940] lr: 6.209e-02, eta: 1 day, 5:09:31, time: 1.818, data_time: 0.002, memory: 9063, top1_acc: 0.5135, top5_acc: 0.7412, loss_cls: 2.1512, loss: 2.1512, grad_norm: 2.2156 2020-08-11 18:21:23,787 - mmaction - INFO - Epoch [191][160/940] lr: 6.209e-02, eta: 1 day, 5:08:59, time: 1.809, data_time: 0.006, memory: 9063, top1_acc: 0.5105, top5_acc: 0.7340, loss_cls: 2.1688, loss: 2.1688, grad_norm: 2.2392 2020-08-11 18:22:00,222 - mmaction - INFO - Epoch [191][180/940] lr: 6.209e-02, eta: 1 day, 5:08:28, time: 1.825, data_time: 0.007, memory: 9063, top1_acc: 0.5064, top5_acc: 0.7416, loss_cls: 2.1477, loss: 2.1477, grad_norm: 2.2136 2020-08-11 18:22:36,890 - mmaction - INFO - Epoch [191][200/940] lr: 6.209e-02, eta: 1 day, 5:07:57, time: 1.831, data_time: 0.004, memory: 9063, top1_acc: 0.5113, top5_acc: 0.7326, loss_cls: 2.1677, loss: 2.1677, grad_norm: 2.2674 2020-08-11 18:23:13,421 - mmaction - INFO - Epoch [191][220/940] lr: 6.209e-02, eta: 1 day, 5:07:26, time: 1.826, data_time: 0.006, memory: 9063, top1_acc: 0.5072, top5_acc: 0.7434, loss_cls: 2.1475, loss: 2.1475, grad_norm: 2.2157 2020-08-11 18:23:49,594 - mmaction - INFO - Epoch [191][240/940] lr: 6.209e-02, eta: 1 day, 5:06:55, time: 1.810, data_time: 0.004, memory: 9063, top1_acc: 0.5135, top5_acc: 0.7418, loss_cls: 2.1310, loss: 2.1310, grad_norm: 2.2730 2020-08-11 18:24:25,287 - mmaction - INFO - Epoch [191][260/940] lr: 6.209e-02, eta: 1 day, 5:06:22, time: 1.784, data_time: 0.005, memory: 9063, top1_acc: 0.5064, top5_acc: 0.7387, loss_cls: 2.1545, loss: 2.1545, grad_norm: 2.2466 2020-08-11 18:25:02,394 - mmaction - INFO - Epoch [191][280/940] lr: 6.209e-02, eta: 1 day, 5:05:52, time: 1.854, data_time: 0.005, memory: 9063, top1_acc: 0.4959, top5_acc: 0.7211, loss_cls: 2.2373, loss: 2.2373, grad_norm: 2.2585 2020-08-11 18:25:38,327 - mmaction - INFO - Epoch [191][300/940] lr: 6.209e-02, eta: 1 day, 5:05:20, time: 1.799, data_time: 0.005, memory: 9063, top1_acc: 0.4939, top5_acc: 0.7289, loss_cls: 2.1981, loss: 2.1981, grad_norm: 2.2489 2020-08-11 18:26:14,662 - mmaction - INFO - Epoch [191][320/940] lr: 6.209e-02, eta: 1 day, 5:04:49, time: 1.813, data_time: 0.006, memory: 9063, top1_acc: 0.4896, top5_acc: 0.7324, loss_cls: 2.1974, loss: 2.1974, grad_norm: 2.2534 2020-08-11 18:26:51,070 - mmaction - INFO - Epoch [191][340/940] lr: 6.209e-02, eta: 1 day, 5:04:17, time: 1.824, data_time: 0.007, memory: 9063, top1_acc: 0.5016, top5_acc: 0.7439, loss_cls: 2.1531, loss: 2.1531, grad_norm: 2.2747 2020-08-11 18:27:26,569 - mmaction - INFO - Epoch [191][360/940] lr: 6.209e-02, eta: 1 day, 5:03:45, time: 1.773, data_time: 0.005, memory: 9063, top1_acc: 0.5031, top5_acc: 0.7312, loss_cls: 2.2041, loss: 2.2041, grad_norm: 2.3104 2020-08-11 18:28:02,683 - mmaction - INFO - Epoch [191][380/940] lr: 6.209e-02, eta: 1 day, 5:03:14, time: 1.807, data_time: 0.005, memory: 9063, top1_acc: 0.5041, top5_acc: 0.7303, loss_cls: 2.1873, loss: 2.1873, grad_norm: 2.2635 2020-08-11 18:28:39,425 - mmaction - INFO - Epoch [191][400/940] lr: 6.209e-02, eta: 1 day, 5:02:43, time: 1.836, data_time: 0.005, memory: 9063, top1_acc: 0.5000, top5_acc: 0.7400, loss_cls: 2.2214, loss: 2.2214, grad_norm: 2.3121 2020-08-11 18:29:12,911 - mmaction - INFO - Epoch [191][420/940] lr: 6.209e-02, eta: 1 day, 5:02:08, time: 1.677, data_time: 0.006, memory: 9063, top1_acc: 0.5096, top5_acc: 0.7328, loss_cls: 2.1747, loss: 2.1747, grad_norm: 2.2582 2020-08-11 18:29:48,626 - mmaction - INFO - Epoch [191][440/940] lr: 6.209e-02, eta: 1 day, 5:01:36, time: 1.783, data_time: 0.004, memory: 9063, top1_acc: 0.5104, top5_acc: 0.7393, loss_cls: 2.1569, loss: 2.1569, grad_norm: 2.2178 2020-08-11 18:30:25,018 - mmaction - INFO - Epoch [191][460/940] lr: 6.209e-02, eta: 1 day, 5:01:05, time: 1.816, data_time: 0.006, memory: 9063, top1_acc: 0.5020, top5_acc: 0.7303, loss_cls: 2.1950, loss: 2.1950, grad_norm: 2.2656 2020-08-11 18:31:01,839 - mmaction - INFO - Epoch [191][480/940] lr: 6.209e-02, eta: 1 day, 5:00:34, time: 1.844, data_time: 0.008, memory: 9063, top1_acc: 0.5033, top5_acc: 0.7451, loss_cls: 2.1436, loss: 2.1436, grad_norm: 2.2880 2020-08-11 18:31:38,580 - mmaction - INFO - Epoch [191][500/940] lr: 6.209e-02, eta: 1 day, 5:00:03, time: 1.838, data_time: 0.007, memory: 9063, top1_acc: 0.4996, top5_acc: 0.7277, loss_cls: 2.2070, loss: 2.2070, grad_norm: 2.2443 2020-08-11 18:32:14,864 - mmaction - INFO - Epoch [191][520/940] lr: 6.209e-02, eta: 1 day, 4:59:31, time: 1.813, data_time: 0.007, memory: 9063, top1_acc: 0.4889, top5_acc: 0.7303, loss_cls: 2.1969, loss: 2.1969, grad_norm: 2.2450 2020-08-11 18:32:51,403 - mmaction - INFO - Epoch [191][540/940] lr: 6.209e-02, eta: 1 day, 4:59:00, time: 1.829, data_time: 0.006, memory: 9063, top1_acc: 0.4969, top5_acc: 0.7334, loss_cls: 2.1915, loss: 2.1915, grad_norm: 2.2797 2020-08-11 18:33:27,148 - mmaction - INFO - Epoch [191][560/940] lr: 6.209e-02, eta: 1 day, 4:58:28, time: 1.783, data_time: 0.002, memory: 9063, top1_acc: 0.5047, top5_acc: 0.7377, loss_cls: 2.1380, loss: 2.1380, grad_norm: 2.2506 2020-08-11 18:34:04,546 - mmaction - INFO - Epoch [191][580/940] lr: 6.209e-02, eta: 1 day, 4:57:58, time: 1.874, data_time: 0.007, memory: 9063, top1_acc: 0.4975, top5_acc: 0.7340, loss_cls: 2.2048, loss: 2.2048, grad_norm: 2.2752 2020-08-11 18:34:38,063 - mmaction - INFO - Epoch [191][600/940] lr: 6.209e-02, eta: 1 day, 4:57:23, time: 1.672, data_time: 0.005, memory: 9063, top1_acc: 0.5080, top5_acc: 0.7283, loss_cls: 2.2062, loss: 2.2062, grad_norm: 2.2301 2020-08-11 18:35:13,391 - mmaction - INFO - Epoch [191][620/940] lr: 6.209e-02, eta: 1 day, 4:56:51, time: 1.766, data_time: 0.007, memory: 9063, top1_acc: 0.5059, top5_acc: 0.7377, loss_cls: 2.1642, loss: 2.1642, grad_norm: 2.2515 2020-08-11 18:35:50,094 - mmaction - INFO - Epoch [191][640/940] lr: 6.209e-02, eta: 1 day, 4:56:20, time: 1.839, data_time: 0.007, memory: 9063, top1_acc: 0.4994, top5_acc: 0.7305, loss_cls: 2.2343, loss: 2.2343, grad_norm: 2.2635 2020-08-11 18:36:23,333 - mmaction - INFO - Epoch [191][660/940] lr: 6.209e-02, eta: 1 day, 4:55:45, time: 1.660, data_time: 0.005, memory: 9063, top1_acc: 0.5055, top5_acc: 0.7395, loss_cls: 2.1871, loss: 2.1871, grad_norm: 2.2404 2020-08-11 18:37:00,114 - mmaction - INFO - Epoch [191][680/940] lr: 6.209e-02, eta: 1 day, 4:55:14, time: 1.841, data_time: 0.005, memory: 9063, top1_acc: 0.4859, top5_acc: 0.7281, loss_cls: 2.2421, loss: 2.2421, grad_norm: 2.2552 2020-08-11 18:37:37,522 - mmaction - INFO - Epoch [191][700/940] lr: 6.209e-02, eta: 1 day, 4:54:44, time: 1.867, data_time: 0.004, memory: 9063, top1_acc: 0.5016, top5_acc: 0.7307, loss_cls: 2.2092, loss: 2.2092, grad_norm: 2.2454 2020-08-11 18:38:13,252 - mmaction - INFO - Epoch [191][720/940] lr: 6.209e-02, eta: 1 day, 4:54:12, time: 1.786, data_time: 0.007, memory: 9063, top1_acc: 0.4926, top5_acc: 0.7264, loss_cls: 2.2394, loss: 2.2394, grad_norm: 2.2561 2020-08-11 18:38:49,527 - mmaction - INFO - Epoch [191][740/940] lr: 6.209e-02, eta: 1 day, 4:53:40, time: 1.817, data_time: 0.008, memory: 9063, top1_acc: 0.4857, top5_acc: 0.7230, loss_cls: 2.2489, loss: 2.2489, grad_norm: 2.2659 2020-08-11 18:39:26,093 - mmaction - INFO - Epoch [191][760/940] lr: 6.209e-02, eta: 1 day, 4:53:09, time: 1.829, data_time: 0.005, memory: 9063, top1_acc: 0.4852, top5_acc: 0.7256, loss_cls: 2.2589, loss: 2.2589, grad_norm: 2.2717 2020-08-11 18:40:00,262 - mmaction - INFO - Epoch [191][780/940] lr: 6.209e-02, eta: 1 day, 4:52:36, time: 1.707, data_time: 0.005, memory: 9063, top1_acc: 0.4896, top5_acc: 0.7236, loss_cls: 2.2516, loss: 2.2516, grad_norm: 2.2702 2020-08-11 18:40:36,146 - mmaction - INFO - Epoch [191][800/940] lr: 6.209e-02, eta: 1 day, 4:52:04, time: 1.796, data_time: 0.005, memory: 9063, top1_acc: 0.5117, top5_acc: 0.7434, loss_cls: 2.1389, loss: 2.1389, grad_norm: 2.1922 2020-08-11 18:41:11,913 - mmaction - INFO - Epoch [191][820/940] lr: 6.209e-02, eta: 1 day, 4:51:32, time: 1.787, data_time: 0.005, memory: 9063, top1_acc: 0.4957, top5_acc: 0.7289, loss_cls: 2.2170, loss: 2.2170, grad_norm: 2.2243 2020-08-11 18:41:48,115 - mmaction - INFO - Epoch [191][840/940] lr: 6.209e-02, eta: 1 day, 4:51:00, time: 1.811, data_time: 0.005, memory: 9063, top1_acc: 0.5111, top5_acc: 0.7334, loss_cls: 2.1738, loss: 2.1738, grad_norm: 2.1939 2020-08-11 18:42:24,841 - mmaction - INFO - Epoch [191][860/940] lr: 6.209e-02, eta: 1 day, 4:50:29, time: 1.836, data_time: 0.002, memory: 9063, top1_acc: 0.5051, top5_acc: 0.7322, loss_cls: 2.1770, loss: 2.1770, grad_norm: 2.2784 2020-08-11 18:43:01,392 - mmaction - INFO - Epoch [191][880/940] lr: 6.209e-02, eta: 1 day, 4:49:58, time: 1.825, data_time: 0.004, memory: 9063, top1_acc: 0.5049, top5_acc: 0.7477, loss_cls: 2.1304, loss: 2.1304, grad_norm: 2.2695 2020-08-11 18:43:37,091 - mmaction - INFO - Epoch [191][900/940] lr: 6.209e-02, eta: 1 day, 4:49:25, time: 1.785, data_time: 0.007, memory: 9063, top1_acc: 0.4975, top5_acc: 0.7324, loss_cls: 2.1959, loss: 2.1959, grad_norm: 2.2744 2020-08-11 18:44:13,395 - mmaction - INFO - Epoch [191][920/940] lr: 6.209e-02, eta: 1 day, 4:48:54, time: 1.818, data_time: 0.007, memory: 9063, top1_acc: 0.5078, top5_acc: 0.7441, loss_cls: 2.1436, loss: 2.1436, grad_norm: 2.2075 2020-08-11 18:44:48,622 - mmaction - INFO - Epoch [191][940/940] lr: 6.209e-02, eta: 1 day, 4:48:21, time: 1.759, data_time: 0.005, memory: 9063, top1_acc: 0.4882, top5_acc: 0.7305, loss_cls: 2.2422, loss: 2.2422, grad_norm: 2.2910 2020-08-11 18:45:30,733 - mmaction - INFO - Epoch [192][20/940] lr: 6.032e-02, eta: 1 day, 4:47:55, time: 2.083, data_time: 0.415, memory: 9063, top1_acc: 0.4973, top5_acc: 0.7383, loss_cls: 2.1858, loss: 2.1858, grad_norm: 2.2901 2020-08-11 18:46:05,911 - mmaction - INFO - Epoch [192][40/940] lr: 6.032e-02, eta: 1 day, 4:47:23, time: 1.763, data_time: 0.007, memory: 9063, top1_acc: 0.5053, top5_acc: 0.7387, loss_cls: 2.1672, loss: 2.1672, grad_norm: 2.2223 2020-08-11 18:46:41,755 - mmaction - INFO - Epoch [192][60/940] lr: 6.032e-02, eta: 1 day, 4:46:51, time: 1.791, data_time: 0.008, memory: 9063, top1_acc: 0.5029, top5_acc: 0.7422, loss_cls: 2.1383, loss: 2.1383, grad_norm: 2.2929 2020-08-11 18:47:18,638 - mmaction - INFO - Epoch [192][80/940] lr: 6.032e-02, eta: 1 day, 4:46:20, time: 1.842, data_time: 0.005, memory: 9063, top1_acc: 0.5008, top5_acc: 0.7365, loss_cls: 2.1813, loss: 2.1813, grad_norm: 2.3044 2020-08-11 18:47:54,974 - mmaction - INFO - Epoch [192][100/940] lr: 6.032e-02, eta: 1 day, 4:45:48, time: 1.818, data_time: 0.006, memory: 9063, top1_acc: 0.4961, top5_acc: 0.7371, loss_cls: 2.2000, loss: 2.2000, grad_norm: 2.2352 2020-08-11 18:48:32,244 - mmaction - INFO - Epoch [192][120/940] lr: 6.032e-02, eta: 1 day, 4:45:18, time: 1.863, data_time: 0.007, memory: 9063, top1_acc: 0.5104, top5_acc: 0.7475, loss_cls: 2.1322, loss: 2.1322, grad_norm: 2.2978 2020-08-11 18:49:08,046 - mmaction - INFO - Epoch [192][140/940] lr: 6.032e-02, eta: 1 day, 4:44:46, time: 1.791, data_time: 0.006, memory: 9063, top1_acc: 0.5234, top5_acc: 0.7508, loss_cls: 2.0992, loss: 2.0992, grad_norm: 2.2368 2020-08-11 18:49:44,561 - mmaction - INFO - Epoch [192][160/940] lr: 6.032e-02, eta: 1 day, 4:44:14, time: 1.827, data_time: 0.007, memory: 9063, top1_acc: 0.5082, top5_acc: 0.7357, loss_cls: 2.1585, loss: 2.1585, grad_norm: 2.2915 2020-08-11 18:50:21,433 - mmaction - INFO - Epoch [192][180/940] lr: 6.032e-02, eta: 1 day, 4:43:43, time: 1.841, data_time: 0.003, memory: 9063, top1_acc: 0.4977, top5_acc: 0.7422, loss_cls: 2.1480, loss: 2.1480, grad_norm: 2.3062 2020-08-11 18:50:56,373 - mmaction - INFO - Epoch [192][200/940] lr: 6.032e-02, eta: 1 day, 4:43:11, time: 1.750, data_time: 0.006, memory: 9063, top1_acc: 0.4969, top5_acc: 0.7348, loss_cls: 2.1818, loss: 2.1818, grad_norm: 2.2829 2020-08-11 18:51:33,891 - mmaction - INFO - Epoch [192][220/940] lr: 6.032e-02, eta: 1 day, 4:42:40, time: 1.874, data_time: 0.005, memory: 9063, top1_acc: 0.5084, top5_acc: 0.7414, loss_cls: 2.1697, loss: 2.1697, grad_norm: 2.2938 2020-08-11 18:52:08,294 - mmaction - INFO - Epoch [192][240/940] lr: 6.032e-02, eta: 1 day, 4:42:07, time: 1.722, data_time: 0.005, memory: 9063, top1_acc: 0.5018, top5_acc: 0.7381, loss_cls: 2.1609, loss: 2.1609, grad_norm: 2.2753 2020-08-11 18:52:43,895 - mmaction - INFO - Epoch [192][260/940] lr: 6.032e-02, eta: 1 day, 4:41:34, time: 1.777, data_time: 0.005, memory: 9063, top1_acc: 0.4889, top5_acc: 0.7400, loss_cls: 2.2017, loss: 2.2017, grad_norm: 2.3152 2020-08-11 18:53:18,658 - mmaction - INFO - Epoch [192][280/940] lr: 6.032e-02, eta: 1 day, 4:41:01, time: 1.739, data_time: 0.007, memory: 9063, top1_acc: 0.5070, top5_acc: 0.7471, loss_cls: 2.1470, loss: 2.1470, grad_norm: 2.2695 2020-08-11 18:53:53,356 - mmaction - INFO - Epoch [192][300/940] lr: 6.032e-02, eta: 1 day, 4:40:28, time: 1.735, data_time: 0.006, memory: 9063, top1_acc: 0.4988, top5_acc: 0.7373, loss_cls: 2.1821, loss: 2.1821, grad_norm: 2.2888 2020-08-11 18:54:29,767 - mmaction - INFO - Epoch [192][320/940] lr: 6.032e-02, eta: 1 day, 4:39:57, time: 1.823, data_time: 0.005, memory: 9063, top1_acc: 0.5002, top5_acc: 0.7375, loss_cls: 2.1872, loss: 2.1872, grad_norm: 2.2976 2020-08-11 18:55:06,539 - mmaction - INFO - Epoch [192][340/940] lr: 6.032e-02, eta: 1 day, 4:39:26, time: 1.838, data_time: 0.004, memory: 9063, top1_acc: 0.4963, top5_acc: 0.7404, loss_cls: 2.1725, loss: 2.1725, grad_norm: 2.2521 2020-08-11 18:55:41,982 - mmaction - INFO - Epoch [192][360/940] lr: 6.032e-02, eta: 1 day, 4:38:53, time: 1.772, data_time: 0.003, memory: 9063, top1_acc: 0.4984, top5_acc: 0.7449, loss_cls: 2.1834, loss: 2.1834, grad_norm: 2.2602 2020-08-11 18:56:17,635 - mmaction - INFO - Epoch [192][380/940] lr: 6.032e-02, eta: 1 day, 4:38:21, time: 1.778, data_time: 0.003, memory: 9063, top1_acc: 0.5137, top5_acc: 0.7510, loss_cls: 2.1224, loss: 2.1224, grad_norm: 2.2573 2020-08-11 18:56:54,115 - mmaction - INFO - Epoch [192][400/940] lr: 6.032e-02, eta: 1 day, 4:37:49, time: 1.827, data_time: 0.010, memory: 9063, top1_acc: 0.5018, top5_acc: 0.7324, loss_cls: 2.1700, loss: 2.1700, grad_norm: 2.2969 2020-08-11 18:57:30,750 - mmaction - INFO - Epoch [192][420/940] lr: 6.032e-02, eta: 1 day, 4:37:18, time: 1.831, data_time: 0.006, memory: 9063, top1_acc: 0.5055, top5_acc: 0.7432, loss_cls: 2.1589, loss: 2.1589, grad_norm: 2.2406 2020-08-11 18:58:06,313 - mmaction - INFO - Epoch [192][440/940] lr: 6.032e-02, eta: 1 day, 4:36:46, time: 1.775, data_time: 0.008, memory: 9063, top1_acc: 0.4861, top5_acc: 0.7381, loss_cls: 2.1585, loss: 2.1585, grad_norm: 2.3173 2020-08-11 18:58:42,217 - mmaction - INFO - Epoch [192][460/940] lr: 6.032e-02, eta: 1 day, 4:36:14, time: 1.801, data_time: 0.009, memory: 9063, top1_acc: 0.5111, top5_acc: 0.7373, loss_cls: 2.1590, loss: 2.1590, grad_norm: 2.2885 2020-08-11 18:59:18,941 - mmaction - INFO - Epoch [192][480/940] lr: 6.032e-02, eta: 1 day, 4:35:43, time: 1.834, data_time: 0.005, memory: 9063, top1_acc: 0.5027, top5_acc: 0.7340, loss_cls: 2.1784, loss: 2.1784, grad_norm: 2.2886 2020-08-11 18:59:55,632 - mmaction - INFO - Epoch [192][500/940] lr: 6.032e-02, eta: 1 day, 4:35:12, time: 1.836, data_time: 0.005, memory: 9063, top1_acc: 0.5090, top5_acc: 0.7396, loss_cls: 2.1544, loss: 2.1544, grad_norm: 2.2846 2020-08-11 19:00:40,669 - mmaction - INFO - Epoch [192][520/940] lr: 6.032e-02, eta: 1 day, 4:34:49, time: 2.237, data_time: 0.006, memory: 9063, top1_acc: 0.5012, top5_acc: 0.7422, loss_cls: 2.1682, loss: 2.1682, grad_norm: 2.3199 2020-08-11 19:01:14,163 - mmaction - INFO - Epoch [192][540/940] lr: 6.032e-02, eta: 1 day, 4:34:14, time: 1.690, data_time: 0.027, memory: 9063, top1_acc: 0.5057, top5_acc: 0.7398, loss_cls: 2.1781, loss: 2.1781, grad_norm: 2.2837 2020-08-11 19:01:49,502 - mmaction - INFO - Epoch [192][560/940] lr: 6.032e-02, eta: 1 day, 4:33:42, time: 1.762, data_time: 0.006, memory: 9063, top1_acc: 0.5074, top5_acc: 0.7385, loss_cls: 2.1552, loss: 2.1552, grad_norm: 2.2467 2020-08-11 19:02:25,060 - mmaction - INFO - Epoch [192][580/940] lr: 6.032e-02, eta: 1 day, 4:33:09, time: 1.780, data_time: 0.007, memory: 9063, top1_acc: 0.4973, top5_acc: 0.7377, loss_cls: 2.1868, loss: 2.1868, grad_norm: 2.3303 2020-08-11 19:03:01,143 - mmaction - INFO - Epoch [192][600/940] lr: 6.032e-02, eta: 1 day, 4:32:38, time: 1.805, data_time: 0.006, memory: 9063, top1_acc: 0.4996, top5_acc: 0.7398, loss_cls: 2.1691, loss: 2.1691, grad_norm: 2.2960 2020-08-11 19:03:37,547 - mmaction - INFO - Epoch [192][620/940] lr: 6.032e-02, eta: 1 day, 4:32:06, time: 1.821, data_time: 0.007, memory: 9063, top1_acc: 0.4961, top5_acc: 0.7412, loss_cls: 2.1676, loss: 2.1676, grad_norm: 2.2726 2020-08-11 19:04:14,118 - mmaction - INFO - Epoch [192][640/940] lr: 6.032e-02, eta: 1 day, 4:31:35, time: 1.828, data_time: 0.006, memory: 9063, top1_acc: 0.5035, top5_acc: 0.7438, loss_cls: 2.1374, loss: 2.1374, grad_norm: 2.2813 2020-08-11 19:04:50,741 - mmaction - INFO - Epoch [192][660/940] lr: 6.032e-02, eta: 1 day, 4:31:04, time: 1.831, data_time: 0.002, memory: 9063, top1_acc: 0.4965, top5_acc: 0.7320, loss_cls: 2.1923, loss: 2.1923, grad_norm: 2.3407 2020-08-11 19:05:28,253 - mmaction - INFO - Epoch [192][680/940] lr: 6.032e-02, eta: 1 day, 4:30:33, time: 1.873, data_time: 0.005, memory: 9063, top1_acc: 0.5014, top5_acc: 0.7311, loss_cls: 2.1937, loss: 2.1937, grad_norm: 2.2741 2020-08-11 19:06:04,125 - mmaction - INFO - Epoch [192][700/940] lr: 6.032e-02, eta: 1 day, 4:30:01, time: 1.794, data_time: 0.007, memory: 9063, top1_acc: 0.5150, top5_acc: 0.7393, loss_cls: 2.1275, loss: 2.1275, grad_norm: 2.2662 2020-08-11 19:06:39,738 - mmaction - INFO - Epoch [192][720/940] lr: 6.032e-02, eta: 1 day, 4:29:29, time: 1.784, data_time: 0.007, memory: 9063, top1_acc: 0.5002, top5_acc: 0.7314, loss_cls: 2.2099, loss: 2.2099, grad_norm: 2.3359 2020-08-11 19:07:15,831 - mmaction - INFO - Epoch [192][740/940] lr: 6.032e-02, eta: 1 day, 4:28:57, time: 1.803, data_time: 0.004, memory: 9063, top1_acc: 0.4941, top5_acc: 0.7316, loss_cls: 2.1930, loss: 2.1930, grad_norm: 2.2908 2020-08-11 19:07:51,567 - mmaction - INFO - Epoch [192][760/940] lr: 6.032e-02, eta: 1 day, 4:28:25, time: 1.788, data_time: 0.005, memory: 9063, top1_acc: 0.5146, top5_acc: 0.7443, loss_cls: 2.1466, loss: 2.1466, grad_norm: 2.2700 2020-08-11 19:08:28,814 - mmaction - INFO - Epoch [192][780/940] lr: 6.032e-02, eta: 1 day, 4:27:54, time: 1.860, data_time: 0.005, memory: 9063, top1_acc: 0.5006, top5_acc: 0.7328, loss_cls: 2.1981, loss: 2.1981, grad_norm: 2.3001 2020-08-11 19:09:04,853 - mmaction - INFO - Epoch [192][800/940] lr: 6.032e-02, eta: 1 day, 4:27:22, time: 1.800, data_time: 0.006, memory: 9063, top1_acc: 0.5123, top5_acc: 0.7408, loss_cls: 2.1341, loss: 2.1341, grad_norm: 2.3129 2020-08-11 19:09:40,257 - mmaction - INFO - Epoch [192][820/940] lr: 6.032e-02, eta: 1 day, 4:26:50, time: 1.774, data_time: 0.006, memory: 9063, top1_acc: 0.5062, top5_acc: 0.7389, loss_cls: 2.1349, loss: 2.1349, grad_norm: 2.2755 2020-08-11 19:10:16,661 - mmaction - INFO - Epoch [192][840/940] lr: 6.032e-02, eta: 1 day, 4:26:18, time: 1.819, data_time: 0.005, memory: 9063, top1_acc: 0.4939, top5_acc: 0.7332, loss_cls: 2.1999, loss: 2.1999, grad_norm: 2.2765 2020-08-11 19:10:53,914 - mmaction - INFO - Epoch [192][860/940] lr: 6.032e-02, eta: 1 day, 4:25:47, time: 1.864, data_time: 0.005, memory: 9063, top1_acc: 0.5115, top5_acc: 0.7469, loss_cls: 2.1482, loss: 2.1482, grad_norm: 2.2817 2020-08-11 19:11:29,965 - mmaction - INFO - Epoch [192][880/940] lr: 6.032e-02, eta: 1 day, 4:25:15, time: 1.799, data_time: 0.006, memory: 9063, top1_acc: 0.4934, top5_acc: 0.7264, loss_cls: 2.2099, loss: 2.2099, grad_norm: 2.3279 2020-08-11 19:12:05,071 - mmaction - INFO - Epoch [192][900/940] lr: 6.032e-02, eta: 1 day, 4:24:43, time: 1.758, data_time: 0.007, memory: 9063, top1_acc: 0.5041, top5_acc: 0.7324, loss_cls: 2.1926, loss: 2.1926, grad_norm: 2.2653 2020-08-11 19:12:42,454 - mmaction - INFO - Epoch [192][920/940] lr: 6.032e-02, eta: 1 day, 4:24:12, time: 1.869, data_time: 0.005, memory: 9063, top1_acc: 0.4998, top5_acc: 0.7320, loss_cls: 2.2059, loss: 2.2059, grad_norm: 2.2859 2020-08-11 19:13:17,540 - mmaction - INFO - Epoch [192][940/940] lr: 6.032e-02, eta: 1 day, 4:23:39, time: 1.753, data_time: 0.007, memory: 9063, top1_acc: 0.4945, top5_acc: 0.7384, loss_cls: 2.2356, loss: 2.2356, grad_norm: 2.3048 2020-08-11 19:13:17,959 - mmaction - INFO - Saving checkpoint at 192 epochs 2020-08-11 19:14:00,882 - mmaction - INFO - Epoch [193][20/940] lr: 5.858e-02, eta: 1 day, 4:23:11, time: 2.002, data_time: 0.513, memory: 9063, top1_acc: 0.5014, top5_acc: 0.7387, loss_cls: 2.1645, loss: 2.1645, grad_norm: 2.2462 2020-08-11 19:14:34,851 - mmaction - INFO - Epoch [193][40/940] lr: 5.858e-02, eta: 1 day, 4:22:37, time: 1.701, data_time: 0.006, memory: 9063, top1_acc: 0.5182, top5_acc: 0.7426, loss_cls: 2.1070, loss: 2.1070, grad_norm: 2.2577 2020-08-11 19:15:09,840 - mmaction - INFO - Epoch [193][60/940] lr: 5.858e-02, eta: 1 day, 4:22:04, time: 1.749, data_time: 0.003, memory: 9063, top1_acc: 0.5262, top5_acc: 0.7500, loss_cls: 2.0881, loss: 2.0881, grad_norm: 2.2731 2020-08-11 19:15:44,597 - mmaction - INFO - Epoch [193][80/940] lr: 5.858e-02, eta: 1 day, 4:21:31, time: 1.737, data_time: 0.003, memory: 9063, top1_acc: 0.5152, top5_acc: 0.7379, loss_cls: 2.1321, loss: 2.1321, grad_norm: 2.3378 2020-08-11 19:16:18,784 - mmaction - INFO - Epoch [193][100/940] lr: 5.858e-02, eta: 1 day, 4:20:57, time: 1.711, data_time: 0.007, memory: 9063, top1_acc: 0.5057, top5_acc: 0.7375, loss_cls: 2.1311, loss: 2.1311, grad_norm: 2.2727 2020-08-11 19:16:55,125 - mmaction - INFO - Epoch [193][120/940] lr: 5.858e-02, eta: 1 day, 4:20:26, time: 1.817, data_time: 0.005, memory: 9063, top1_acc: 0.5131, top5_acc: 0.7461, loss_cls: 2.1023, loss: 2.1023, grad_norm: 2.2758 2020-08-11 19:17:31,892 - mmaction - INFO - Epoch [193][140/940] lr: 5.858e-02, eta: 1 day, 4:19:54, time: 1.837, data_time: 0.005, memory: 9063, top1_acc: 0.4955, top5_acc: 0.7271, loss_cls: 2.2177, loss: 2.2177, grad_norm: 2.2917 2020-08-11 19:18:07,442 - mmaction - INFO - Epoch [193][160/940] lr: 5.858e-02, eta: 1 day, 4:19:22, time: 1.777, data_time: 0.005, memory: 9063, top1_acc: 0.5064, top5_acc: 0.7354, loss_cls: 2.1535, loss: 2.1535, grad_norm: 2.3029 2020-08-11 19:18:43,485 - mmaction - INFO - Epoch [193][180/940] lr: 5.858e-02, eta: 1 day, 4:18:50, time: 1.805, data_time: 0.005, memory: 9063, top1_acc: 0.5061, top5_acc: 0.7367, loss_cls: 2.1564, loss: 2.1564, grad_norm: 2.3319 2020-08-11 19:19:20,137 - mmaction - INFO - Epoch [193][200/940] lr: 5.858e-02, eta: 1 day, 4:18:19, time: 1.830, data_time: 0.004, memory: 9063, top1_acc: 0.5055, top5_acc: 0.7402, loss_cls: 2.1471, loss: 2.1471, grad_norm: 2.2776 2020-08-11 19:19:57,237 - mmaction - INFO - Epoch [193][220/940] lr: 5.858e-02, eta: 1 day, 4:17:48, time: 1.857, data_time: 0.006, memory: 9063, top1_acc: 0.5215, top5_acc: 0.7404, loss_cls: 2.1025, loss: 2.1025, grad_norm: 2.2903 2020-08-11 19:20:33,340 - mmaction - INFO - Epoch [193][240/940] lr: 5.858e-02, eta: 1 day, 4:17:16, time: 1.806, data_time: 0.005, memory: 9063, top1_acc: 0.5008, top5_acc: 0.7410, loss_cls: 2.1584, loss: 2.1584, grad_norm: 2.2887 2020-08-11 19:21:09,052 - mmaction - INFO - Epoch [193][260/940] lr: 5.858e-02, eta: 1 day, 4:16:44, time: 1.785, data_time: 0.003, memory: 9063, top1_acc: 0.5062, top5_acc: 0.7402, loss_cls: 2.1400, loss: 2.1400, grad_norm: 2.2995 2020-08-11 19:21:45,996 - mmaction - INFO - Epoch [193][280/940] lr: 5.858e-02, eta: 1 day, 4:16:12, time: 1.846, data_time: 0.005, memory: 9063, top1_acc: 0.5051, top5_acc: 0.7471, loss_cls: 2.1380, loss: 2.1380, grad_norm: 2.3032 2020-08-11 19:22:22,887 - mmaction - INFO - Epoch [193][300/940] lr: 5.858e-02, eta: 1 day, 4:15:41, time: 1.844, data_time: 0.006, memory: 9063, top1_acc: 0.5145, top5_acc: 0.7381, loss_cls: 2.1427, loss: 2.1427, grad_norm: 2.2638 2020-08-11 19:22:57,984 - mmaction - INFO - Epoch [193][320/940] lr: 5.858e-02, eta: 1 day, 4:15:08, time: 1.756, data_time: 0.005, memory: 9063, top1_acc: 0.5014, top5_acc: 0.7371, loss_cls: 2.1664, loss: 2.1664, grad_norm: 2.3107 2020-08-11 19:23:34,677 - mmaction - INFO - Epoch [193][340/940] lr: 5.858e-02, eta: 1 day, 4:14:37, time: 1.835, data_time: 0.005, memory: 9063, top1_acc: 0.5004, top5_acc: 0.7336, loss_cls: 2.1669, loss: 2.1669, grad_norm: 2.2685 2020-08-11 19:24:06,822 - mmaction - INFO - Epoch [193][360/940] lr: 5.858e-02, eta: 1 day, 4:14:01, time: 1.606, data_time: 0.004, memory: 9063, top1_acc: 0.5088, top5_acc: 0.7426, loss_cls: 2.1332, loss: 2.1332, grad_norm: 2.3313 2020-08-11 19:24:42,182 - mmaction - INFO - Epoch [193][380/940] lr: 5.858e-02, eta: 1 day, 4:13:29, time: 1.767, data_time: 0.007, memory: 9063, top1_acc: 0.5078, top5_acc: 0.7400, loss_cls: 2.1651, loss: 2.1651, grad_norm: 2.3005 2020-08-11 19:25:18,176 - mmaction - INFO - Epoch [193][400/940] lr: 5.858e-02, eta: 1 day, 4:12:57, time: 1.798, data_time: 0.007, memory: 9063, top1_acc: 0.5074, top5_acc: 0.7449, loss_cls: 2.1261, loss: 2.1261, grad_norm: 2.3420 2020-08-11 19:25:52,694 - mmaction - INFO - Epoch [193][420/940] lr: 5.858e-02, eta: 1 day, 4:12:23, time: 1.730, data_time: 0.007, memory: 9063, top1_acc: 0.5014, top5_acc: 0.7346, loss_cls: 2.1872, loss: 2.1872, grad_norm: 2.3419 2020-08-11 19:26:26,508 - mmaction - INFO - Epoch [193][440/940] lr: 5.858e-02, eta: 1 day, 4:11:49, time: 1.688, data_time: 0.004, memory: 9063, top1_acc: 0.5043, top5_acc: 0.7342, loss_cls: 2.1752, loss: 2.1752, grad_norm: 2.2988 2020-08-11 19:27:00,620 - mmaction - INFO - Epoch [193][460/940] lr: 5.858e-02, eta: 1 day, 4:11:15, time: 1.706, data_time: 0.006, memory: 9063, top1_acc: 0.4996, top5_acc: 0.7357, loss_cls: 2.1903, loss: 2.1903, grad_norm: 2.3258 2020-08-11 19:27:34,412 - mmaction - INFO - Epoch [193][480/940] lr: 5.858e-02, eta: 1 day, 4:10:41, time: 1.691, data_time: 0.005, memory: 9063, top1_acc: 0.4957, top5_acc: 0.7262, loss_cls: 2.2198, loss: 2.2198, grad_norm: 2.2901 2020-08-11 19:28:08,728 - mmaction - INFO - Epoch [193][500/940] lr: 5.858e-02, eta: 1 day, 4:10:07, time: 1.712, data_time: 0.005, memory: 9063, top1_acc: 0.5139, top5_acc: 0.7432, loss_cls: 2.1465, loss: 2.1465, grad_norm: 2.2717 2020-08-11 19:28:42,616 - mmaction - INFO - Epoch [193][520/940] lr: 5.858e-02, eta: 1 day, 4:09:33, time: 1.697, data_time: 0.007, memory: 9063, top1_acc: 0.4943, top5_acc: 0.7314, loss_cls: 2.1878, loss: 2.1878, grad_norm: 2.2425 2020-08-11 19:29:16,151 - mmaction - INFO - Epoch [193][540/940] lr: 5.858e-02, eta: 1 day, 4:08:59, time: 1.678, data_time: 0.007, memory: 9063, top1_acc: 0.5109, top5_acc: 0.7334, loss_cls: 2.1726, loss: 2.1726, grad_norm: 2.2999 2020-08-11 19:29:49,544 - mmaction - INFO - Epoch [193][560/940] lr: 5.858e-02, eta: 1 day, 4:08:24, time: 1.670, data_time: 0.005, memory: 9063, top1_acc: 0.5195, top5_acc: 0.7490, loss_cls: 2.1155, loss: 2.1155, grad_norm: 2.2889 2020-08-11 19:30:23,707 - mmaction - INFO - Epoch [193][580/940] lr: 5.858e-02, eta: 1 day, 4:07:50, time: 1.709, data_time: 0.005, memory: 9063, top1_acc: 0.5104, top5_acc: 0.7459, loss_cls: 2.1318, loss: 2.1318, grad_norm: 2.3643 2020-08-11 19:30:57,085 - mmaction - INFO - Epoch [193][600/940] lr: 5.858e-02, eta: 1 day, 4:07:16, time: 1.669, data_time: 0.003, memory: 9063, top1_acc: 0.5041, top5_acc: 0.7420, loss_cls: 2.1568, loss: 2.1568, grad_norm: 2.3204 2020-08-11 19:31:29,309 - mmaction - INFO - Epoch [193][620/940] lr: 5.858e-02, eta: 1 day, 4:06:40, time: 1.609, data_time: 0.005, memory: 9063, top1_acc: 0.4930, top5_acc: 0.7275, loss_cls: 2.2224, loss: 2.2224, grad_norm: 2.3145 2020-08-11 19:32:02,601 - mmaction - INFO - Epoch [193][640/940] lr: 5.858e-02, eta: 1 day, 4:06:05, time: 1.667, data_time: 0.006, memory: 9063, top1_acc: 0.5082, top5_acc: 0.7338, loss_cls: 2.1694, loss: 2.1694, grad_norm: 2.3400 2020-08-11 19:32:35,438 - mmaction - INFO - Epoch [193][660/940] lr: 5.858e-02, eta: 1 day, 4:05:30, time: 1.642, data_time: 0.006, memory: 9063, top1_acc: 0.5121, top5_acc: 0.7396, loss_cls: 2.1410, loss: 2.1410, grad_norm: 2.2866 2020-08-11 19:33:07,448 - mmaction - INFO - Epoch [193][680/940] lr: 5.858e-02, eta: 1 day, 4:04:54, time: 1.600, data_time: 0.004, memory: 9063, top1_acc: 0.5051, top5_acc: 0.7408, loss_cls: 2.1543, loss: 2.1543, grad_norm: 2.3363 2020-08-11 19:33:41,151 - mmaction - INFO - Epoch [193][700/940] lr: 5.858e-02, eta: 1 day, 4:04:20, time: 1.684, data_time: 0.007, memory: 9063, top1_acc: 0.5031, top5_acc: 0.7312, loss_cls: 2.1975, loss: 2.1975, grad_norm: 2.3309 2020-08-11 19:34:14,203 - mmaction - INFO - Epoch [193][720/940] lr: 5.858e-02, eta: 1 day, 4:03:45, time: 1.652, data_time: 0.007, memory: 9063, top1_acc: 0.5168, top5_acc: 0.7455, loss_cls: 2.1182, loss: 2.1182, grad_norm: 2.3083 2020-08-11 19:34:46,240 - mmaction - INFO - Epoch [193][740/940] lr: 5.858e-02, eta: 1 day, 4:03:09, time: 1.604, data_time: 0.008, memory: 9063, top1_acc: 0.5129, top5_acc: 0.7445, loss_cls: 2.1026, loss: 2.1026, grad_norm: 2.3380 2020-08-11 19:35:16,840 - mmaction - INFO - Epoch [193][760/940] lr: 5.858e-02, eta: 1 day, 4:02:32, time: 1.529, data_time: 0.004, memory: 9063, top1_acc: 0.4971, top5_acc: 0.7311, loss_cls: 2.2170, loss: 2.2170, grad_norm: 2.3156 2020-08-11 19:35:50,037 - mmaction - INFO - Epoch [193][780/940] lr: 5.858e-02, eta: 1 day, 4:01:57, time: 1.659, data_time: 0.003, memory: 9063, top1_acc: 0.4994, top5_acc: 0.7383, loss_cls: 2.1731, loss: 2.1731, grad_norm: 2.3200 2020-08-11 19:36:22,014 - mmaction - INFO - Epoch [193][800/940] lr: 5.858e-02, eta: 1 day, 4:01:21, time: 1.600, data_time: 0.006, memory: 9063, top1_acc: 0.4939, top5_acc: 0.7377, loss_cls: 2.1703, loss: 2.1703, grad_norm: 2.3532 2020-08-11 19:36:55,448 - mmaction - INFO - Epoch [193][820/940] lr: 5.858e-02, eta: 1 day, 4:00:47, time: 1.671, data_time: 0.005, memory: 9063, top1_acc: 0.5035, top5_acc: 0.7371, loss_cls: 2.1793, loss: 2.1793, grad_norm: 2.2531 2020-08-11 19:37:27,201 - mmaction - INFO - Epoch [193][840/940] lr: 5.858e-02, eta: 1 day, 4:00:10, time: 1.588, data_time: 0.004, memory: 9063, top1_acc: 0.5033, top5_acc: 0.7352, loss_cls: 2.1686, loss: 2.1686, grad_norm: 2.3230 2020-08-11 19:37:58,636 - mmaction - INFO - Epoch [193][860/940] lr: 5.858e-02, eta: 1 day, 3:59:34, time: 1.571, data_time: 0.006, memory: 9063, top1_acc: 0.5033, top5_acc: 0.7377, loss_cls: 2.1728, loss: 2.1728, grad_norm: 2.3306 2020-08-11 19:38:31,747 - mmaction - INFO - Epoch [193][880/940] lr: 5.858e-02, eta: 1 day, 3:58:59, time: 1.656, data_time: 0.005, memory: 9063, top1_acc: 0.5066, top5_acc: 0.7412, loss_cls: 2.1666, loss: 2.1666, grad_norm: 2.3414 2020-08-11 19:39:03,271 - mmaction - INFO - Epoch [193][900/940] lr: 5.858e-02, eta: 1 day, 3:58:23, time: 1.575, data_time: 0.005, memory: 9063, top1_acc: 0.4867, top5_acc: 0.7271, loss_cls: 2.2288, loss: 2.2288, grad_norm: 2.3080 2020-08-11 19:39:35,641 - mmaction - INFO - Epoch [193][920/940] lr: 5.858e-02, eta: 1 day, 3:57:47, time: 1.615, data_time: 0.005, memory: 9063, top1_acc: 0.5014, top5_acc: 0.7357, loss_cls: 2.1822, loss: 2.1822, grad_norm: 2.2921 2020-08-11 19:40:06,722 - mmaction - INFO - Epoch [193][940/940] lr: 5.858e-02, eta: 1 day, 3:57:10, time: 1.559, data_time: 0.010, memory: 9063, top1_acc: 0.5053, top5_acc: 0.7421, loss_cls: 2.1482, loss: 2.1482, grad_norm: 2.2663 2020-08-11 19:40:44,659 - mmaction - INFO - Epoch [194][20/940] lr: 5.685e-02, eta: 1 day, 3:56:40, time: 1.882, data_time: 0.469, memory: 9063, top1_acc: 0.5195, top5_acc: 0.7469, loss_cls: 2.0924, loss: 2.0924, grad_norm: 2.2418 2020-08-11 19:41:16,155 - mmaction - INFO - Epoch [194][40/940] lr: 5.685e-02, eta: 1 day, 3:56:03, time: 1.573, data_time: 0.008, memory: 9063, top1_acc: 0.5160, top5_acc: 0.7441, loss_cls: 2.1434, loss: 2.1434, grad_norm: 2.3367 2020-08-11 19:41:47,607 - mmaction - INFO - Epoch [194][60/940] lr: 5.685e-02, eta: 1 day, 3:55:27, time: 1.575, data_time: 0.006, memory: 9063, top1_acc: 0.5090, top5_acc: 0.7447, loss_cls: 2.1244, loss: 2.1244, grad_norm: 2.3151 2020-08-11 19:42:19,744 - mmaction - INFO - Epoch [194][80/940] lr: 5.685e-02, eta: 1 day, 3:54:51, time: 1.606, data_time: 0.005, memory: 9063, top1_acc: 0.5029, top5_acc: 0.7369, loss_cls: 2.1549, loss: 2.1549, grad_norm: 2.3038 2020-08-11 19:42:52,394 - mmaction - INFO - Epoch [194][100/940] lr: 5.685e-02, eta: 1 day, 3:54:16, time: 1.633, data_time: 0.005, memory: 9063, top1_acc: 0.5109, top5_acc: 0.7377, loss_cls: 2.1732, loss: 2.1732, grad_norm: 2.3080 2020-08-11 19:43:25,264 - mmaction - INFO - Epoch [194][120/940] lr: 5.685e-02, eta: 1 day, 3:53:41, time: 1.644, data_time: 0.006, memory: 9063, top1_acc: 0.5154, top5_acc: 0.7459, loss_cls: 2.1170, loss: 2.1170, grad_norm: 2.3511 2020-08-11 19:43:57,512 - mmaction - INFO - Epoch [194][140/940] lr: 5.685e-02, eta: 1 day, 3:53:05, time: 1.611, data_time: 0.006, memory: 9063, top1_acc: 0.5020, top5_acc: 0.7416, loss_cls: 2.1458, loss: 2.1458, grad_norm: 2.4116 2020-08-11 19:44:30,104 - mmaction - INFO - Epoch [194][160/940] lr: 5.685e-02, eta: 1 day, 3:52:30, time: 1.631, data_time: 0.005, memory: 9063, top1_acc: 0.5074, top5_acc: 0.7426, loss_cls: 2.1319, loss: 2.1319, grad_norm: 2.3313 2020-08-11 19:45:02,628 - mmaction - INFO - Epoch [194][180/940] lr: 5.685e-02, eta: 1 day, 3:51:55, time: 1.626, data_time: 0.004, memory: 9063, top1_acc: 0.5059, top5_acc: 0.7346, loss_cls: 2.1653, loss: 2.1653, grad_norm: 2.3084 2020-08-11 19:45:34,519 - mmaction - INFO - Epoch [194][200/940] lr: 5.685e-02, eta: 1 day, 3:51:19, time: 1.595, data_time: 0.004, memory: 9063, top1_acc: 0.5121, top5_acc: 0.7375, loss_cls: 2.1140, loss: 2.1140, grad_norm: 2.2879 2020-08-11 19:46:08,655 - mmaction - INFO - Epoch [194][220/940] lr: 5.685e-02, eta: 1 day, 3:50:45, time: 1.702, data_time: 0.006, memory: 9063, top1_acc: 0.5133, top5_acc: 0.7420, loss_cls: 2.1191, loss: 2.1191, grad_norm: 2.3193 2020-08-11 19:46:40,943 - mmaction - INFO - Epoch [194][240/940] lr: 5.685e-02, eta: 1 day, 3:50:09, time: 1.619, data_time: 0.008, memory: 9063, top1_acc: 0.5059, top5_acc: 0.7475, loss_cls: 2.1116, loss: 2.1116, grad_norm: 2.3282 2020-08-11 19:47:13,959 - mmaction - INFO - Epoch [194][260/940] lr: 5.685e-02, eta: 1 day, 3:49:34, time: 1.649, data_time: 0.006, memory: 9063, top1_acc: 0.5111, top5_acc: 0.7453, loss_cls: 2.1249, loss: 2.1249, grad_norm: 2.3484 2020-08-11 19:47:44,903 - mmaction - INFO - Epoch [194][280/940] lr: 5.685e-02, eta: 1 day, 3:48:57, time: 1.550, data_time: 0.006, memory: 9063, top1_acc: 0.4982, top5_acc: 0.7441, loss_cls: 2.1597, loss: 2.1597, grad_norm: 2.3531 2020-08-11 19:48:18,584 - mmaction - INFO - Epoch [194][300/940] lr: 5.685e-02, eta: 1 day, 3:48:23, time: 1.682, data_time: 0.005, memory: 9063, top1_acc: 0.5104, top5_acc: 0.7350, loss_cls: 2.1789, loss: 2.1789, grad_norm: 2.3146 2020-08-11 19:48:51,825 - mmaction - INFO - Epoch [194][320/940] lr: 5.685e-02, eta: 1 day, 3:47:48, time: 1.662, data_time: 0.007, memory: 9063, top1_acc: 0.5117, top5_acc: 0.7406, loss_cls: 2.1306, loss: 2.1306, grad_norm: 2.3068 2020-08-11 19:49:26,283 - mmaction - INFO - Epoch [194][340/940] lr: 5.685e-02, eta: 1 day, 3:47:15, time: 1.725, data_time: 0.004, memory: 9063, top1_acc: 0.5225, top5_acc: 0.7469, loss_cls: 2.1006, loss: 2.1006, grad_norm: 2.2982 2020-08-11 19:50:00,157 - mmaction - INFO - Epoch [194][360/940] lr: 5.685e-02, eta: 1 day, 3:46:41, time: 1.691, data_time: 0.004, memory: 9063, top1_acc: 0.5139, top5_acc: 0.7402, loss_cls: 2.1551, loss: 2.1551, grad_norm: 2.3242 2020-08-11 19:50:34,079 - mmaction - INFO - Epoch [194][380/940] lr: 5.685e-02, eta: 1 day, 3:46:07, time: 1.698, data_time: 0.005, memory: 9063, top1_acc: 0.5109, top5_acc: 0.7436, loss_cls: 2.1289, loss: 2.1289, grad_norm: 2.3057 2020-08-11 19:51:08,370 - mmaction - INFO - Epoch [194][400/940] lr: 5.685e-02, eta: 1 day, 3:45:33, time: 1.712, data_time: 0.003, memory: 9063, top1_acc: 0.5041, top5_acc: 0.7426, loss_cls: 2.1333, loss: 2.1333, grad_norm: 2.2962 2020-08-11 19:51:41,539 - mmaction - INFO - Epoch [194][420/940] lr: 5.685e-02, eta: 1 day, 3:44:58, time: 1.662, data_time: 0.007, memory: 9063, top1_acc: 0.5062, top5_acc: 0.7387, loss_cls: 2.1455, loss: 2.1455, grad_norm: 2.3881 2020-08-11 19:52:14,541 - mmaction - INFO - Epoch [194][440/940] lr: 5.685e-02, eta: 1 day, 3:44:23, time: 1.647, data_time: 0.005, memory: 9063, top1_acc: 0.5074, top5_acc: 0.7402, loss_cls: 2.1537, loss: 2.1537, grad_norm: 2.3281 2020-08-11 19:52:47,881 - mmaction - INFO - Epoch [194][460/940] lr: 5.685e-02, eta: 1 day, 3:43:49, time: 1.669, data_time: 0.006, memory: 9063, top1_acc: 0.4953, top5_acc: 0.7389, loss_cls: 2.1764, loss: 2.1764, grad_norm: 2.3780 2020-08-11 19:53:22,583 - mmaction - INFO - Epoch [194][480/940] lr: 5.685e-02, eta: 1 day, 3:43:16, time: 1.737, data_time: 0.005, memory: 9063, top1_acc: 0.4959, top5_acc: 0.7373, loss_cls: 2.2054, loss: 2.2054, grad_norm: 2.3430 2020-08-11 19:53:56,112 - mmaction - INFO - Epoch [194][500/940] lr: 5.685e-02, eta: 1 day, 3:42:41, time: 1.674, data_time: 0.002, memory: 9063, top1_acc: 0.5178, top5_acc: 0.7449, loss_cls: 2.1279, loss: 2.1279, grad_norm: 2.3309 2020-08-11 19:54:30,394 - mmaction - INFO - Epoch [194][520/940] lr: 5.685e-02, eta: 1 day, 3:42:07, time: 1.714, data_time: 0.007, memory: 9063, top1_acc: 0.5145, top5_acc: 0.7543, loss_cls: 2.1124, loss: 2.1124, grad_norm: 2.3659 2020-08-11 19:55:04,814 - mmaction - INFO - Epoch [194][540/940] lr: 5.685e-02, eta: 1 day, 3:41:34, time: 1.722, data_time: 0.006, memory: 9063, top1_acc: 0.5188, top5_acc: 0.7445, loss_cls: 2.1253, loss: 2.1253, grad_norm: 2.3324 2020-08-11 19:55:39,273 - mmaction - INFO - Epoch [194][560/940] lr: 5.685e-02, eta: 1 day, 3:41:00, time: 1.723, data_time: 0.003, memory: 9063, top1_acc: 0.5039, top5_acc: 0.7324, loss_cls: 2.1695, loss: 2.1695, grad_norm: 2.3060 2020-08-11 19:56:14,045 - mmaction - INFO - Epoch [194][580/940] lr: 5.685e-02, eta: 1 day, 3:40:27, time: 1.738, data_time: 0.006, memory: 9063, top1_acc: 0.5086, top5_acc: 0.7396, loss_cls: 2.1694, loss: 2.1694, grad_norm: 2.3476 2020-08-11 19:56:48,945 - mmaction - INFO - Epoch [194][600/940] lr: 5.685e-02, eta: 1 day, 3:39:54, time: 1.743, data_time: 0.005, memory: 9063, top1_acc: 0.5131, top5_acc: 0.7426, loss_cls: 2.1358, loss: 2.1358, grad_norm: 2.3395 2020-08-11 19:57:23,172 - mmaction - INFO - Epoch [194][620/940] lr: 5.685e-02, eta: 1 day, 3:39:20, time: 1.715, data_time: 0.009, memory: 9063, top1_acc: 0.4980, top5_acc: 0.7342, loss_cls: 2.1834, loss: 2.1834, grad_norm: 2.3333 2020-08-11 19:57:58,086 - mmaction - INFO - Epoch [194][640/940] lr: 5.685e-02, eta: 1 day, 3:38:47, time: 1.746, data_time: 0.005, memory: 9063, top1_acc: 0.5111, top5_acc: 0.7330, loss_cls: 2.1474, loss: 2.1474, grad_norm: 2.3249 2020-08-11 19:58:33,406 - mmaction - INFO - Epoch [194][660/940] lr: 5.685e-02, eta: 1 day, 3:38:14, time: 1.764, data_time: 0.005, memory: 9063, top1_acc: 0.5104, top5_acc: 0.7373, loss_cls: 2.1523, loss: 2.1523, grad_norm: 2.2988 2020-08-11 19:59:07,159 - mmaction - INFO - Epoch [194][680/940] lr: 5.685e-02, eta: 1 day, 3:37:40, time: 1.688, data_time: 0.005, memory: 9063, top1_acc: 0.5018, top5_acc: 0.7426, loss_cls: 2.1669, loss: 2.1669, grad_norm: 2.3910 2020-08-11 19:59:41,824 - mmaction - INFO - Epoch [194][700/940] lr: 5.685e-02, eta: 1 day, 3:37:07, time: 1.735, data_time: 0.006, memory: 9063, top1_acc: 0.5109, top5_acc: 0.7391, loss_cls: 2.1467, loss: 2.1467, grad_norm: 2.3155 2020-08-11 20:00:22,725 - mmaction - INFO - Epoch [194][720/940] lr: 5.685e-02, eta: 1 day, 3:36:39, time: 2.036, data_time: 0.006, memory: 9063, top1_acc: 0.5172, top5_acc: 0.7459, loss_cls: 2.1010, loss: 2.1010, grad_norm: 2.3066 2020-08-11 20:00:55,168 - mmaction - INFO - Epoch [194][740/940] lr: 5.685e-02, eta: 1 day, 3:36:04, time: 1.631, data_time: 0.031, memory: 9063, top1_acc: 0.4984, top5_acc: 0.7350, loss_cls: 2.1865, loss: 2.1865, grad_norm: 2.3334 2020-08-11 20:01:27,056 - mmaction - INFO - Epoch [194][760/940] lr: 5.685e-02, eta: 1 day, 3:35:28, time: 1.593, data_time: 0.005, memory: 9063, top1_acc: 0.5055, top5_acc: 0.7396, loss_cls: 2.1405, loss: 2.1405, grad_norm: 2.3554 2020-08-11 20:02:01,007 - mmaction - INFO - Epoch [194][780/940] lr: 5.685e-02, eta: 1 day, 3:34:54, time: 1.699, data_time: 0.006, memory: 9063, top1_acc: 0.5037, top5_acc: 0.7326, loss_cls: 2.1977, loss: 2.1977, grad_norm: 2.3306 2020-08-11 20:02:36,364 - mmaction - INFO - Epoch [194][800/940] lr: 5.685e-02, eta: 1 day, 3:34:21, time: 1.766, data_time: 0.005, memory: 9063, top1_acc: 0.5078, top5_acc: 0.7367, loss_cls: 2.1315, loss: 2.1315, grad_norm: 2.3238 2020-08-11 20:03:10,341 - mmaction - INFO - Epoch [194][820/940] lr: 5.685e-02, eta: 1 day, 3:33:47, time: 1.698, data_time: 0.005, memory: 9063, top1_acc: 0.5102, top5_acc: 0.7471, loss_cls: 2.1328, loss: 2.1328, grad_norm: 2.3328 2020-08-11 20:03:45,523 - mmaction - INFO - Epoch [194][840/940] lr: 5.685e-02, eta: 1 day, 3:33:15, time: 1.761, data_time: 0.005, memory: 9063, top1_acc: 0.4949, top5_acc: 0.7344, loss_cls: 2.2019, loss: 2.2019, grad_norm: 2.3132 2020-08-11 20:04:20,643 - mmaction - INFO - Epoch [194][860/940] lr: 5.685e-02, eta: 1 day, 3:32:42, time: 1.754, data_time: 0.007, memory: 9063, top1_acc: 0.5137, top5_acc: 0.7332, loss_cls: 2.1447, loss: 2.1447, grad_norm: 2.3115 2020-08-11 20:04:54,873 - mmaction - INFO - Epoch [194][880/940] lr: 5.685e-02, eta: 1 day, 3:32:08, time: 1.714, data_time: 0.007, memory: 9063, top1_acc: 0.5045, top5_acc: 0.7438, loss_cls: 2.1786, loss: 2.1786, grad_norm: 2.4162 2020-08-11 20:05:29,202 - mmaction - INFO - Epoch [194][900/940] lr: 5.685e-02, eta: 1 day, 3:31:34, time: 1.713, data_time: 0.006, memory: 9063, top1_acc: 0.4926, top5_acc: 0.7240, loss_cls: 2.2441, loss: 2.2441, grad_norm: 2.3886 2020-08-11 20:06:04,731 - mmaction - INFO - Epoch [194][920/940] lr: 5.685e-02, eta: 1 day, 3:31:02, time: 1.780, data_time: 0.007, memory: 9063, top1_acc: 0.5035, top5_acc: 0.7301, loss_cls: 2.1864, loss: 2.1864, grad_norm: 2.3435 2020-08-11 20:06:38,393 - mmaction - INFO - Epoch [194][940/940] lr: 5.685e-02, eta: 1 day, 3:30:27, time: 1.681, data_time: 0.005, memory: 9063, top1_acc: 0.4963, top5_acc: 0.7291, loss_cls: 2.2208, loss: 2.2208, grad_norm: 2.3492 2020-08-11 20:07:21,536 - mmaction - INFO - Epoch [195][20/940] lr: 5.515e-02, eta: 1 day, 3:30:02, time: 2.134, data_time: 0.585, memory: 9063, top1_acc: 0.5084, top5_acc: 0.7355, loss_cls: 2.1655, loss: 2.1655, grad_norm: 2.2975 2020-08-11 20:07:55,539 - mmaction - INFO - Epoch [195][40/940] lr: 5.515e-02, eta: 1 day, 3:29:28, time: 1.703, data_time: 0.006, memory: 9063, top1_acc: 0.5123, top5_acc: 0.7438, loss_cls: 2.1204, loss: 2.1204, grad_norm: 2.3003 2020-08-11 20:08:29,787 - mmaction - INFO - Epoch [195][60/940] lr: 5.515e-02, eta: 1 day, 3:28:54, time: 1.711, data_time: 0.007, memory: 9063, top1_acc: 0.5221, top5_acc: 0.7525, loss_cls: 2.0886, loss: 2.0886, grad_norm: 2.3300 2020-08-11 20:09:03,341 - mmaction - INFO - Epoch [195][80/940] lr: 5.515e-02, eta: 1 day, 3:28:20, time: 1.679, data_time: 0.007, memory: 9063, top1_acc: 0.5090, top5_acc: 0.7367, loss_cls: 2.1649, loss: 2.1649, grad_norm: 2.3589 2020-08-11 20:09:37,145 - mmaction - INFO - Epoch [195][100/940] lr: 5.515e-02, eta: 1 day, 3:27:45, time: 1.690, data_time: 0.004, memory: 9063, top1_acc: 0.5262, top5_acc: 0.7496, loss_cls: 2.0987, loss: 2.0987, grad_norm: 2.3168 2020-08-11 20:10:11,850 - mmaction - INFO - Epoch [195][120/940] lr: 5.515e-02, eta: 1 day, 3:27:12, time: 1.736, data_time: 0.003, memory: 9063, top1_acc: 0.5127, top5_acc: 0.7490, loss_cls: 2.1143, loss: 2.1143, grad_norm: 2.3466 2020-08-11 20:10:48,373 - mmaction - INFO - Epoch [195][140/940] lr: 5.515e-02, eta: 1 day, 3:26:40, time: 1.825, data_time: 0.002, memory: 9063, top1_acc: 0.5084, top5_acc: 0.7430, loss_cls: 2.1335, loss: 2.1335, grad_norm: 2.3110 2020-08-11 20:11:23,745 - mmaction - INFO - Epoch [195][160/940] lr: 5.515e-02, eta: 1 day, 3:26:08, time: 1.766, data_time: 0.004, memory: 9063, top1_acc: 0.5051, top5_acc: 0.7473, loss_cls: 2.1488, loss: 2.1488, grad_norm: 2.3302 2020-08-11 20:11:57,125 - mmaction - INFO - Epoch [195][180/940] lr: 5.515e-02, eta: 1 day, 3:25:33, time: 1.670, data_time: 0.007, memory: 9063, top1_acc: 0.5131, top5_acc: 0.7492, loss_cls: 2.0859, loss: 2.0859, grad_norm: 2.3245 2020-08-11 20:12:30,734 - mmaction - INFO - Epoch [195][200/940] lr: 5.515e-02, eta: 1 day, 3:24:59, time: 1.682, data_time: 0.006, memory: 9063, top1_acc: 0.5148, top5_acc: 0.7461, loss_cls: 2.1073, loss: 2.1073, grad_norm: 2.3394 2020-08-11 20:13:06,327 - mmaction - INFO - Epoch [195][220/940] lr: 5.515e-02, eta: 1 day, 3:24:26, time: 1.778, data_time: 0.006, memory: 9063, top1_acc: 0.5168, top5_acc: 0.7465, loss_cls: 2.1228, loss: 2.1228, grad_norm: 2.3105 2020-08-11 20:13:41,994 - mmaction - INFO - Epoch [195][240/940] lr: 5.515e-02, eta: 1 day, 3:23:54, time: 1.785, data_time: 0.005, memory: 9063, top1_acc: 0.5070, top5_acc: 0.7322, loss_cls: 2.1893, loss: 2.1893, grad_norm: 2.3769 2020-08-11 20:14:17,185 - mmaction - INFO - Epoch [195][260/940] lr: 5.515e-02, eta: 1 day, 3:23:21, time: 1.757, data_time: 0.005, memory: 9063, top1_acc: 0.5100, top5_acc: 0.7371, loss_cls: 2.1410, loss: 2.1410, grad_norm: 2.3292 2020-08-11 20:14:54,067 - mmaction - INFO - Epoch [195][280/940] lr: 5.515e-02, eta: 1 day, 3:22:50, time: 1.846, data_time: 0.006, memory: 9063, top1_acc: 0.5076, top5_acc: 0.7393, loss_cls: 2.1306, loss: 2.1306, grad_norm: 2.3491 2020-08-11 20:15:27,995 - mmaction - INFO - Epoch [195][300/940] lr: 5.515e-02, eta: 1 day, 3:22:16, time: 1.694, data_time: 0.006, memory: 9063, top1_acc: 0.5107, top5_acc: 0.7471, loss_cls: 2.1241, loss: 2.1241, grad_norm: 2.3385 2020-08-11 20:16:03,634 - mmaction - INFO - Epoch [195][320/940] lr: 5.515e-02, eta: 1 day, 3:21:43, time: 1.785, data_time: 0.007, memory: 9063, top1_acc: 0.5064, top5_acc: 0.7445, loss_cls: 2.1399, loss: 2.1399, grad_norm: 2.3170 2020-08-11 20:16:38,412 - mmaction - INFO - Epoch [195][340/940] lr: 5.515e-02, eta: 1 day, 3:21:10, time: 1.738, data_time: 0.006, memory: 9063, top1_acc: 0.5109, top5_acc: 0.7520, loss_cls: 2.1249, loss: 2.1249, grad_norm: 2.3349 2020-08-11 20:17:13,566 - mmaction - INFO - Epoch [195][360/940] lr: 5.515e-02, eta: 1 day, 3:20:37, time: 1.758, data_time: 0.005, memory: 9063, top1_acc: 0.5100, top5_acc: 0.7467, loss_cls: 2.1330, loss: 2.1330, grad_norm: 2.3522 2020-08-11 20:17:48,666 - mmaction - INFO - Epoch [195][380/940] lr: 5.515e-02, eta: 1 day, 3:20:04, time: 1.755, data_time: 0.002, memory: 9063, top1_acc: 0.4953, top5_acc: 0.7410, loss_cls: 2.1723, loss: 2.1723, grad_norm: 2.3929 2020-08-11 20:18:23,491 - mmaction - INFO - Epoch [195][400/940] lr: 5.515e-02, eta: 1 day, 3:19:31, time: 1.739, data_time: 0.007, memory: 9063, top1_acc: 0.5088, top5_acc: 0.7398, loss_cls: 2.1570, loss: 2.1570, grad_norm: 2.3603 2020-08-11 20:18:59,749 - mmaction - INFO - Epoch [195][420/940] lr: 5.515e-02, eta: 1 day, 3:18:59, time: 1.813, data_time: 0.007, memory: 9063, top1_acc: 0.5252, top5_acc: 0.7490, loss_cls: 2.1007, loss: 2.1007, grad_norm: 2.3127 2020-08-11 20:19:34,896 - mmaction - INFO - Epoch [195][440/940] lr: 5.515e-02, eta: 1 day, 3:18:26, time: 1.757, data_time: 0.007, memory: 9063, top1_acc: 0.5143, top5_acc: 0.7400, loss_cls: 2.1270, loss: 2.1270, grad_norm: 2.3285 2020-08-11 20:20:09,702 - mmaction - INFO - Epoch [195][460/940] lr: 5.515e-02, eta: 1 day, 3:17:53, time: 1.744, data_time: 0.006, memory: 9063, top1_acc: 0.5139, top5_acc: 0.7496, loss_cls: 2.1037, loss: 2.1037, grad_norm: 2.2980 2020-08-11 20:20:45,592 - mmaction - INFO - Epoch [195][480/940] lr: 5.515e-02, eta: 1 day, 3:17:21, time: 1.795, data_time: 0.003, memory: 9063, top1_acc: 0.5033, top5_acc: 0.7400, loss_cls: 2.1570, loss: 2.1570, grad_norm: 2.3752 2020-08-11 20:21:19,519 - mmaction - INFO - Epoch [195][500/940] lr: 5.515e-02, eta: 1 day, 3:16:47, time: 1.694, data_time: 0.005, memory: 9063, top1_acc: 0.5084, top5_acc: 0.7438, loss_cls: 2.1459, loss: 2.1459, grad_norm: 2.3525 2020-08-11 20:21:54,049 - mmaction - INFO - Epoch [195][520/940] lr: 5.515e-02, eta: 1 day, 3:16:13, time: 1.728, data_time: 0.007, memory: 9063, top1_acc: 0.5174, top5_acc: 0.7369, loss_cls: 2.1166, loss: 2.1166, grad_norm: 2.2972 2020-08-11 20:22:29,103 - mmaction - INFO - Epoch [195][540/940] lr: 5.515e-02, eta: 1 day, 3:15:40, time: 1.752, data_time: 0.006, memory: 9063, top1_acc: 0.5283, top5_acc: 0.7439, loss_cls: 2.0710, loss: 2.0710, grad_norm: 2.2896 2020-08-11 20:23:03,299 - mmaction - INFO - Epoch [195][560/940] lr: 5.515e-02, eta: 1 day, 3:15:06, time: 1.711, data_time: 0.006, memory: 9063, top1_acc: 0.5072, top5_acc: 0.7402, loss_cls: 2.1438, loss: 2.1438, grad_norm: 2.3911 2020-08-11 20:23:38,696 - mmaction - INFO - Epoch [195][580/940] lr: 5.515e-02, eta: 1 day, 3:14:34, time: 1.770, data_time: 0.005, memory: 9063, top1_acc: 0.5035, top5_acc: 0.7443, loss_cls: 2.1324, loss: 2.1324, grad_norm: 2.3622 2020-08-11 20:24:13,741 - mmaction - INFO - Epoch [195][600/940] lr: 5.515e-02, eta: 1 day, 3:14:00, time: 1.748, data_time: 0.002, memory: 9063, top1_acc: 0.5143, top5_acc: 0.7396, loss_cls: 2.1489, loss: 2.1489, grad_norm: 2.3482 2020-08-11 20:24:49,793 - mmaction - INFO - Epoch [195][620/940] lr: 5.515e-02, eta: 1 day, 3:13:28, time: 1.804, data_time: 0.009, memory: 9063, top1_acc: 0.5104, top5_acc: 0.7422, loss_cls: 2.1265, loss: 2.1265, grad_norm: 2.3361 2020-08-11 20:25:25,641 - mmaction - INFO - Epoch [195][640/940] lr: 5.515e-02, eta: 1 day, 3:12:56, time: 1.791, data_time: 0.006, memory: 9063, top1_acc: 0.5068, top5_acc: 0.7303, loss_cls: 2.1983, loss: 2.1983, grad_norm: 2.3312 2020-08-11 20:26:01,082 - mmaction - INFO - Epoch [195][660/940] lr: 5.515e-02, eta: 1 day, 3:12:23, time: 1.776, data_time: 0.007, memory: 9063, top1_acc: 0.5148, top5_acc: 0.7475, loss_cls: 2.1232, loss: 2.1232, grad_norm: 2.3716 2020-08-11 20:26:36,640 - mmaction - INFO - Epoch [195][680/940] lr: 5.515e-02, eta: 1 day, 3:11:51, time: 1.776, data_time: 0.005, memory: 9063, top1_acc: 0.5090, top5_acc: 0.7350, loss_cls: 2.1540, loss: 2.1540, grad_norm: 2.3464 2020-08-11 20:27:11,505 - mmaction - INFO - Epoch [195][700/940] lr: 5.515e-02, eta: 1 day, 3:11:18, time: 1.745, data_time: 0.006, memory: 9063, top1_acc: 0.5090, top5_acc: 0.7445, loss_cls: 2.1204, loss: 2.1204, grad_norm: 2.3203 2020-08-11 20:27:47,528 - mmaction - INFO - Epoch [195][720/940] lr: 5.515e-02, eta: 1 day, 3:10:46, time: 1.800, data_time: 0.007, memory: 9063, top1_acc: 0.5123, top5_acc: 0.7430, loss_cls: 2.1611, loss: 2.1611, grad_norm: 2.3821 2020-08-11 20:28:22,596 - mmaction - INFO - Epoch [195][740/940] lr: 5.515e-02, eta: 1 day, 3:10:13, time: 1.755, data_time: 0.006, memory: 9063, top1_acc: 0.5158, top5_acc: 0.7430, loss_cls: 2.1370, loss: 2.1370, grad_norm: 2.3295 2020-08-11 20:28:58,586 - mmaction - INFO - Epoch [195][760/940] lr: 5.515e-02, eta: 1 day, 3:09:40, time: 1.798, data_time: 0.005, memory: 9063, top1_acc: 0.5104, top5_acc: 0.7467, loss_cls: 2.1346, loss: 2.1346, grad_norm: 2.3598 2020-08-11 20:29:34,854 - mmaction - INFO - Epoch [195][780/940] lr: 5.515e-02, eta: 1 day, 3:09:08, time: 1.815, data_time: 0.006, memory: 9063, top1_acc: 0.5139, top5_acc: 0.7420, loss_cls: 2.1173, loss: 2.1173, grad_norm: 2.3403 2020-08-11 20:30:10,289 - mmaction - INFO - Epoch [195][800/940] lr: 5.515e-02, eta: 1 day, 3:08:36, time: 1.772, data_time: 0.007, memory: 9063, top1_acc: 0.5098, top5_acc: 0.7523, loss_cls: 2.0860, loss: 2.0860, grad_norm: 2.3481 2020-08-11 20:30:45,980 - mmaction - INFO - Epoch [195][820/940] lr: 5.515e-02, eta: 1 day, 3:08:03, time: 1.784, data_time: 0.002, memory: 9063, top1_acc: 0.5033, top5_acc: 0.7383, loss_cls: 2.1336, loss: 2.1336, grad_norm: 2.4220 2020-08-11 20:31:21,866 - mmaction - INFO - Epoch [195][840/940] lr: 5.515e-02, eta: 1 day, 3:07:31, time: 1.790, data_time: 0.006, memory: 9063, top1_acc: 0.5055, top5_acc: 0.7414, loss_cls: 2.1471, loss: 2.1471, grad_norm: 2.4077 2020-08-11 20:31:56,901 - mmaction - INFO - Epoch [195][860/940] lr: 5.515e-02, eta: 1 day, 3:06:58, time: 1.755, data_time: 0.008, memory: 9063, top1_acc: 0.5213, top5_acc: 0.7531, loss_cls: 2.0879, loss: 2.0879, grad_norm: 2.3470 2020-08-11 20:32:32,431 - mmaction - INFO - Epoch [195][880/940] lr: 5.515e-02, eta: 1 day, 3:06:25, time: 1.775, data_time: 0.005, memory: 9063, top1_acc: 0.5029, top5_acc: 0.7434, loss_cls: 2.1436, loss: 2.1436, grad_norm: 2.4222 2020-08-11 20:33:06,561 - mmaction - INFO - Epoch [195][900/940] lr: 5.515e-02, eta: 1 day, 3:05:51, time: 1.710, data_time: 0.006, memory: 9063, top1_acc: 0.5008, top5_acc: 0.7342, loss_cls: 2.1902, loss: 2.1902, grad_norm: 2.3697 2020-08-11 20:33:40,720 - mmaction - INFO - Epoch [195][920/940] lr: 5.515e-02, eta: 1 day, 3:05:18, time: 1.707, data_time: 0.007, memory: 9063, top1_acc: 0.5109, top5_acc: 0.7396, loss_cls: 2.1449, loss: 2.1449, grad_norm: 2.3626 2020-08-11 20:34:16,401 - mmaction - INFO - Epoch [195][940/940] lr: 5.515e-02, eta: 1 day, 3:04:45, time: 1.786, data_time: 0.006, memory: 9063, top1_acc: 0.5053, top5_acc: 0.7421, loss_cls: 2.1456, loss: 2.1456, grad_norm: 2.4051 2020-08-11 20:34:58,554 - mmaction - INFO - Epoch [196][20/940] lr: 5.347e-02, eta: 1 day, 3:04:18, time: 2.091, data_time: 0.448, memory: 9063, top1_acc: 0.5199, top5_acc: 0.7473, loss_cls: 2.1115, loss: 2.1115, grad_norm: 2.3614 2020-08-11 20:35:31,763 - mmaction - INFO - Epoch [196][40/940] lr: 5.347e-02, eta: 1 day, 3:03:43, time: 1.658, data_time: 0.007, memory: 9063, top1_acc: 0.5188, top5_acc: 0.7453, loss_cls: 2.1079, loss: 2.1079, grad_norm: 2.3309 2020-08-11 20:36:08,172 - mmaction - INFO - Epoch [196][60/940] lr: 5.347e-02, eta: 1 day, 3:03:12, time: 1.820, data_time: 0.010, memory: 9063, top1_acc: 0.5189, top5_acc: 0.7432, loss_cls: 2.1136, loss: 2.1136, grad_norm: 2.3671 2020-08-11 20:36:43,747 - mmaction - INFO - Epoch [196][80/940] lr: 5.347e-02, eta: 1 day, 3:02:39, time: 1.784, data_time: 0.008, memory: 9063, top1_acc: 0.5109, top5_acc: 0.7480, loss_cls: 2.1196, loss: 2.1196, grad_norm: 2.3314 2020-08-11 20:37:19,828 - mmaction - INFO - Epoch [196][100/940] lr: 5.347e-02, eta: 1 day, 3:02:07, time: 1.802, data_time: 0.006, memory: 9063, top1_acc: 0.5209, top5_acc: 0.7570, loss_cls: 2.0577, loss: 2.0577, grad_norm: 2.3389 2020-08-11 20:37:55,605 - mmaction - INFO - Epoch [196][120/940] lr: 5.347e-02, eta: 1 day, 3:01:35, time: 1.791, data_time: 0.006, memory: 9063, top1_acc: 0.5127, top5_acc: 0.7434, loss_cls: 2.1236, loss: 2.1236, grad_norm: 2.3868 2020-08-11 20:38:31,793 - mmaction - INFO - Epoch [196][140/940] lr: 5.347e-02, eta: 1 day, 3:01:03, time: 1.809, data_time: 0.006, memory: 9063, top1_acc: 0.5219, top5_acc: 0.7451, loss_cls: 2.1051, loss: 2.1051, grad_norm: 2.3600 2020-08-11 20:39:07,628 - mmaction - INFO - Epoch [196][160/940] lr: 5.347e-02, eta: 1 day, 3:00:30, time: 1.791, data_time: 0.005, memory: 9063, top1_acc: 0.5283, top5_acc: 0.7525, loss_cls: 2.0626, loss: 2.0626, grad_norm: 2.3384 2020-08-11 20:39:43,367 - mmaction - INFO - Epoch [196][180/940] lr: 5.347e-02, eta: 1 day, 2:59:58, time: 1.788, data_time: 0.006, memory: 9063, top1_acc: 0.5182, top5_acc: 0.7396, loss_cls: 2.1258, loss: 2.1258, grad_norm: 2.3705 2020-08-11 20:40:18,816 - mmaction - INFO - Epoch [196][200/940] lr: 5.347e-02, eta: 1 day, 2:59:25, time: 1.771, data_time: 0.008, memory: 9063, top1_acc: 0.5186, top5_acc: 0.7482, loss_cls: 2.1181, loss: 2.1181, grad_norm: 2.3898 2020-08-11 20:40:52,906 - mmaction - INFO - Epoch [196][220/940] lr: 5.347e-02, eta: 1 day, 2:58:51, time: 1.706, data_time: 0.006, memory: 9063, top1_acc: 0.5031, top5_acc: 0.7320, loss_cls: 2.1770, loss: 2.1770, grad_norm: 2.3968 2020-08-11 20:41:28,574 - mmaction - INFO - Epoch [196][240/940] lr: 5.347e-02, eta: 1 day, 2:58:19, time: 1.782, data_time: 0.007, memory: 9063, top1_acc: 0.5053, top5_acc: 0.7422, loss_cls: 2.1664, loss: 2.1664, grad_norm: 2.3860 2020-08-11 20:42:04,079 - mmaction - INFO - Epoch [196][260/940] lr: 5.347e-02, eta: 1 day, 2:57:46, time: 1.776, data_time: 0.006, memory: 9063, top1_acc: 0.5229, top5_acc: 0.7521, loss_cls: 2.0752, loss: 2.0752, grad_norm: 2.3566 2020-08-11 20:42:40,202 - mmaction - INFO - Epoch [196][280/940] lr: 5.347e-02, eta: 1 day, 2:57:14, time: 1.806, data_time: 0.006, memory: 9063, top1_acc: 0.5203, top5_acc: 0.7412, loss_cls: 2.1073, loss: 2.1073, grad_norm: 2.3669 2020-08-11 20:43:16,352 - mmaction - INFO - Epoch [196][300/940] lr: 5.347e-02, eta: 1 day, 2:56:42, time: 1.805, data_time: 0.006, memory: 9063, top1_acc: 0.5035, top5_acc: 0.7363, loss_cls: 2.1877, loss: 2.1877, grad_norm: 2.4038 2020-08-11 20:43:52,492 - mmaction - INFO - Epoch [196][320/940] lr: 5.347e-02, eta: 1 day, 2:56:10, time: 1.809, data_time: 0.006, memory: 9063, top1_acc: 0.5357, top5_acc: 0.7615, loss_cls: 2.0461, loss: 2.0461, grad_norm: 2.3533 2020-08-11 20:44:28,488 - mmaction - INFO - Epoch [196][340/940] lr: 5.347e-02, eta: 1 day, 2:55:37, time: 1.799, data_time: 0.006, memory: 9063, top1_acc: 0.5094, top5_acc: 0.7400, loss_cls: 2.1524, loss: 2.1524, grad_norm: 2.3910 2020-08-11 20:45:03,761 - mmaction - INFO - Epoch [196][360/940] lr: 5.347e-02, eta: 1 day, 2:55:05, time: 1.766, data_time: 0.005, memory: 9063, top1_acc: 0.5172, top5_acc: 0.7449, loss_cls: 2.1044, loss: 2.1044, grad_norm: 2.3672 2020-08-11 20:45:40,390 - mmaction - INFO - Epoch [196][380/940] lr: 5.347e-02, eta: 1 day, 2:54:33, time: 1.831, data_time: 0.002, memory: 9063, top1_acc: 0.5203, top5_acc: 0.7463, loss_cls: 2.0779, loss: 2.0779, grad_norm: 2.3298 2020-08-11 20:46:16,204 - mmaction - INFO - Epoch [196][400/940] lr: 5.347e-02, eta: 1 day, 2:54:01, time: 1.789, data_time: 0.005, memory: 9063, top1_acc: 0.5180, top5_acc: 0.7498, loss_cls: 2.0801, loss: 2.0801, grad_norm: 2.3513 2020-08-11 20:46:51,830 - mmaction - INFO - Epoch [196][420/940] lr: 5.347e-02, eta: 1 day, 2:53:28, time: 1.783, data_time: 0.006, memory: 9063, top1_acc: 0.5256, top5_acc: 0.7549, loss_cls: 2.0730, loss: 2.0730, grad_norm: 2.3898 2020-08-11 20:47:27,951 - mmaction - INFO - Epoch [196][440/940] lr: 5.347e-02, eta: 1 day, 2:52:56, time: 1.804, data_time: 0.006, memory: 9063, top1_acc: 0.5182, top5_acc: 0.7473, loss_cls: 2.1171, loss: 2.1171, grad_norm: 2.4047 2020-08-11 20:48:04,222 - mmaction - INFO - Epoch [196][460/940] lr: 5.347e-02, eta: 1 day, 2:52:24, time: 1.817, data_time: 0.007, memory: 9063, top1_acc: 0.5150, top5_acc: 0.7410, loss_cls: 2.1238, loss: 2.1238, grad_norm: 2.3826 2020-08-11 20:48:39,536 - mmaction - INFO - Epoch [196][480/940] lr: 5.347e-02, eta: 1 day, 2:51:51, time: 1.763, data_time: 0.004, memory: 9063, top1_acc: 0.5207, top5_acc: 0.7553, loss_cls: 2.0781, loss: 2.0781, grad_norm: 2.3830 2020-08-11 20:49:14,132 - mmaction - INFO - Epoch [196][500/940] lr: 5.347e-02, eta: 1 day, 2:51:17, time: 1.732, data_time: 0.006, memory: 9063, top1_acc: 0.5270, top5_acc: 0.7537, loss_cls: 2.0807, loss: 2.0807, grad_norm: 2.3608 2020-08-11 20:49:49,552 - mmaction - INFO - Epoch [196][520/940] lr: 5.347e-02, eta: 1 day, 2:50:45, time: 1.769, data_time: 0.004, memory: 9063, top1_acc: 0.5084, top5_acc: 0.7377, loss_cls: 2.1521, loss: 2.1521, grad_norm: 2.3518 2020-08-11 20:50:23,596 - mmaction - INFO - Epoch [196][540/940] lr: 5.347e-02, eta: 1 day, 2:50:11, time: 1.703, data_time: 0.007, memory: 9063, top1_acc: 0.5164, top5_acc: 0.7410, loss_cls: 2.1093, loss: 2.1093, grad_norm: 2.3363 2020-08-11 20:50:58,492 - mmaction - INFO - Epoch [196][560/940] lr: 5.347e-02, eta: 1 day, 2:49:38, time: 1.746, data_time: 0.005, memory: 9063, top1_acc: 0.5076, top5_acc: 0.7414, loss_cls: 2.1271, loss: 2.1271, grad_norm: 2.4070 2020-08-11 20:51:32,937 - mmaction - INFO - Epoch [196][580/940] lr: 5.347e-02, eta: 1 day, 2:49:04, time: 1.721, data_time: 0.005, memory: 9063, top1_acc: 0.5148, top5_acc: 0.7477, loss_cls: 2.1189, loss: 2.1189, grad_norm: 2.3535 2020-08-11 20:52:07,299 - mmaction - INFO - Epoch [196][600/940] lr: 5.347e-02, eta: 1 day, 2:48:30, time: 1.720, data_time: 0.005, memory: 9063, top1_acc: 0.5105, top5_acc: 0.7391, loss_cls: 2.1382, loss: 2.1382, grad_norm: 2.3711 2020-08-11 20:52:41,645 - mmaction - INFO - Epoch [196][620/940] lr: 5.347e-02, eta: 1 day, 2:47:56, time: 1.717, data_time: 0.002, memory: 9063, top1_acc: 0.5074, top5_acc: 0.7426, loss_cls: 2.1215, loss: 2.1215, grad_norm: 2.3956 2020-08-11 20:53:15,861 - mmaction - INFO - Epoch [196][640/940] lr: 5.347e-02, eta: 1 day, 2:47:23, time: 1.709, data_time: 0.006, memory: 9063, top1_acc: 0.5057, top5_acc: 0.7412, loss_cls: 2.1380, loss: 2.1380, grad_norm: 2.4137 2020-08-11 20:53:50,362 - mmaction - INFO - Epoch [196][660/940] lr: 5.347e-02, eta: 1 day, 2:46:49, time: 1.726, data_time: 0.005, memory: 9063, top1_acc: 0.5146, top5_acc: 0.7424, loss_cls: 2.1294, loss: 2.1294, grad_norm: 2.4233 2020-08-11 20:54:23,663 - mmaction - INFO - Epoch [196][680/940] lr: 5.347e-02, eta: 1 day, 2:46:14, time: 1.664, data_time: 0.006, memory: 9063, top1_acc: 0.5133, top5_acc: 0.7436, loss_cls: 2.1370, loss: 2.1370, grad_norm: 2.3306 2020-08-11 20:54:56,567 - mmaction - INFO - Epoch [196][700/940] lr: 5.347e-02, eta: 1 day, 2:45:39, time: 1.647, data_time: 0.005, memory: 9063, top1_acc: 0.5109, top5_acc: 0.7443, loss_cls: 2.1305, loss: 2.1305, grad_norm: 2.3547 2020-08-11 20:55:29,652 - mmaction - INFO - Epoch [196][720/940] lr: 5.347e-02, eta: 1 day, 2:45:04, time: 1.652, data_time: 0.005, memory: 9063, top1_acc: 0.5090, top5_acc: 0.7406, loss_cls: 2.1452, loss: 2.1452, grad_norm: 2.3981 2020-08-11 20:56:02,830 - mmaction - INFO - Epoch [196][740/940] lr: 5.347e-02, eta: 1 day, 2:44:30, time: 1.659, data_time: 0.006, memory: 9063, top1_acc: 0.5148, top5_acc: 0.7414, loss_cls: 2.1217, loss: 2.1217, grad_norm: 2.3678 2020-08-11 20:56:35,548 - mmaction - INFO - Epoch [196][760/940] lr: 5.347e-02, eta: 1 day, 2:43:55, time: 1.637, data_time: 0.007, memory: 9063, top1_acc: 0.5088, top5_acc: 0.7369, loss_cls: 2.1565, loss: 2.1565, grad_norm: 2.3665 2020-08-11 20:57:08,509 - mmaction - INFO - Epoch [196][780/940] lr: 5.347e-02, eta: 1 day, 2:43:20, time: 1.645, data_time: 0.005, memory: 9063, top1_acc: 0.5072, top5_acc: 0.7336, loss_cls: 2.1747, loss: 2.1747, grad_norm: 2.3806 2020-08-11 20:57:41,523 - mmaction - INFO - Epoch [196][800/940] lr: 5.347e-02, eta: 1 day, 2:42:45, time: 1.654, data_time: 0.007, memory: 9063, top1_acc: 0.5125, top5_acc: 0.7420, loss_cls: 2.1636, loss: 2.1636, grad_norm: 2.3245 2020-08-11 20:58:14,899 - mmaction - INFO - Epoch [196][820/940] lr: 5.347e-02, eta: 1 day, 2:42:10, time: 1.667, data_time: 0.002, memory: 9063, top1_acc: 0.5119, top5_acc: 0.7412, loss_cls: 2.1252, loss: 2.1252, grad_norm: 2.3368 2020-08-11 20:58:46,802 - mmaction - INFO - Epoch [196][840/940] lr: 5.347e-02, eta: 1 day, 2:41:34, time: 1.597, data_time: 0.006, memory: 9063, top1_acc: 0.5207, top5_acc: 0.7457, loss_cls: 2.0882, loss: 2.0882, grad_norm: 2.3314 2020-08-11 20:59:19,059 - mmaction - INFO - Epoch [196][860/940] lr: 5.347e-02, eta: 1 day, 2:40:59, time: 1.611, data_time: 0.007, memory: 9063, top1_acc: 0.5170, top5_acc: 0.7559, loss_cls: 2.0669, loss: 2.0669, grad_norm: 2.3310 2020-08-11 20:59:51,501 - mmaction - INFO - Epoch [196][880/940] lr: 5.347e-02, eta: 1 day, 2:40:23, time: 1.624, data_time: 0.006, memory: 9063, top1_acc: 0.5146, top5_acc: 0.7408, loss_cls: 2.1409, loss: 2.1409, grad_norm: 2.3850 2020-08-11 21:00:29,218 - mmaction - INFO - Epoch [196][900/940] lr: 5.347e-02, eta: 1 day, 2:39:52, time: 1.877, data_time: 0.007, memory: 9063, top1_acc: 0.5070, top5_acc: 0.7500, loss_cls: 2.0971, loss: 2.0971, grad_norm: 2.3571 2020-08-11 21:00:59,496 - mmaction - INFO - Epoch [196][920/940] lr: 5.347e-02, eta: 1 day, 2:39:15, time: 1.523, data_time: 0.019, memory: 9063, top1_acc: 0.5031, top5_acc: 0.7453, loss_cls: 2.1287, loss: 2.1287, grad_norm: 2.3544 2020-08-11 21:01:31,487 - mmaction - INFO - Epoch [196][940/940] lr: 5.347e-02, eta: 1 day, 2:38:39, time: 1.598, data_time: 0.005, memory: 9063, top1_acc: 0.5057, top5_acc: 0.7419, loss_cls: 2.1392, loss: 2.1392, grad_norm: 2.4059 2020-08-11 21:01:31,884 - mmaction - INFO - Saving checkpoint at 196 epochs 2020-08-11 21:02:13,001 - mmaction - INFO - Epoch [197][20/940] lr: 5.181e-02, eta: 1 day, 2:38:10, time: 1.980, data_time: 0.557, memory: 9063, top1_acc: 0.5174, top5_acc: 0.7531, loss_cls: 2.0824, loss: 2.0824, grad_norm: 2.3814 2020-08-11 21:02:42,387 - mmaction - INFO - Epoch [197][40/940] lr: 5.181e-02, eta: 1 day, 2:37:32, time: 1.470, data_time: 0.008, memory: 9063, top1_acc: 0.5254, top5_acc: 0.7484, loss_cls: 2.0771, loss: 2.0771, grad_norm: 2.3529 2020-08-11 21:03:14,321 - mmaction - INFO - Epoch [197][60/940] lr: 5.181e-02, eta: 1 day, 2:36:56, time: 1.599, data_time: 0.007, memory: 9063, top1_acc: 0.5135, top5_acc: 0.7498, loss_cls: 2.0956, loss: 2.0956, grad_norm: 2.4064 2020-08-11 21:03:48,642 - mmaction - INFO - Epoch [197][80/940] lr: 5.181e-02, eta: 1 day, 2:36:23, time: 1.715, data_time: 0.007, memory: 9063, top1_acc: 0.5197, top5_acc: 0.7477, loss_cls: 2.0839, loss: 2.0839, grad_norm: 2.3588 2020-08-11 21:04:21,062 - mmaction - INFO - Epoch [197][100/940] lr: 5.181e-02, eta: 1 day, 2:35:47, time: 1.625, data_time: 0.007, memory: 9063, top1_acc: 0.5195, top5_acc: 0.7586, loss_cls: 2.0677, loss: 2.0677, grad_norm: 2.3871 2020-08-11 21:04:52,264 - mmaction - INFO - Epoch [197][120/940] lr: 5.181e-02, eta: 1 day, 2:35:11, time: 1.557, data_time: 0.005, memory: 9063, top1_acc: 0.5414, top5_acc: 0.7539, loss_cls: 2.0513, loss: 2.0513, grad_norm: 2.3193 2020-08-11 21:05:24,300 - mmaction - INFO - Epoch [197][140/940] lr: 5.181e-02, eta: 1 day, 2:34:35, time: 1.605, data_time: 0.007, memory: 9063, top1_acc: 0.5227, top5_acc: 0.7529, loss_cls: 2.0785, loss: 2.0785, grad_norm: 2.3539 2020-08-11 21:05:56,536 - mmaction - INFO - Epoch [197][160/940] lr: 5.181e-02, eta: 1 day, 2:33:59, time: 1.609, data_time: 0.002, memory: 9063, top1_acc: 0.5207, top5_acc: 0.7572, loss_cls: 2.0639, loss: 2.0639, grad_norm: 2.3722 2020-08-11 21:06:26,687 - mmaction - INFO - Epoch [197][180/940] lr: 5.181e-02, eta: 1 day, 2:33:22, time: 1.511, data_time: 0.007, memory: 9063, top1_acc: 0.5109, top5_acc: 0.7527, loss_cls: 2.1030, loss: 2.1030, grad_norm: 2.4128 2020-08-11 21:06:59,801 - mmaction - INFO - Epoch [197][200/940] lr: 5.181e-02, eta: 1 day, 2:32:47, time: 1.652, data_time: 0.005, memory: 9063, top1_acc: 0.5164, top5_acc: 0.7469, loss_cls: 2.1089, loss: 2.1089, grad_norm: 2.4097 2020-08-11 21:07:31,439 - mmaction - INFO - Epoch [197][220/940] lr: 5.181e-02, eta: 1 day, 2:32:11, time: 1.586, data_time: 0.007, memory: 9063, top1_acc: 0.5148, top5_acc: 0.7492, loss_cls: 2.1069, loss: 2.1069, grad_norm: 2.3766 2020-08-11 21:08:03,731 - mmaction - INFO - Epoch [197][240/940] lr: 5.181e-02, eta: 1 day, 2:31:36, time: 1.609, data_time: 0.007, memory: 9063, top1_acc: 0.5209, top5_acc: 0.7482, loss_cls: 2.1079, loss: 2.1079, grad_norm: 2.3582 2020-08-11 21:08:36,393 - mmaction - INFO - Epoch [197][260/940] lr: 5.181e-02, eta: 1 day, 2:31:00, time: 1.638, data_time: 0.008, memory: 9063, top1_acc: 0.5199, top5_acc: 0.7414, loss_cls: 2.1016, loss: 2.1016, grad_norm: 2.3662 2020-08-11 21:09:08,461 - mmaction - INFO - Epoch [197][280/940] lr: 5.181e-02, eta: 1 day, 2:30:25, time: 1.601, data_time: 0.004, memory: 9063, top1_acc: 0.5135, top5_acc: 0.7465, loss_cls: 2.1138, loss: 2.1138, grad_norm: 2.4137 2020-08-11 21:09:40,784 - mmaction - INFO - Epoch [197][300/940] lr: 5.181e-02, eta: 1 day, 2:29:49, time: 1.617, data_time: 0.006, memory: 9063, top1_acc: 0.5203, top5_acc: 0.7555, loss_cls: 2.0847, loss: 2.0847, grad_norm: 2.4173 2020-08-11 21:10:13,027 - mmaction - INFO - Epoch [197][320/940] lr: 5.181e-02, eta: 1 day, 2:29:14, time: 1.611, data_time: 0.006, memory: 9063, top1_acc: 0.5244, top5_acc: 0.7543, loss_cls: 2.0811, loss: 2.0811, grad_norm: 2.3746 2020-08-11 21:10:44,177 - mmaction - INFO - Epoch [197][340/940] lr: 5.181e-02, eta: 1 day, 2:28:37, time: 1.561, data_time: 0.005, memory: 9063, top1_acc: 0.5143, top5_acc: 0.7439, loss_cls: 2.1206, loss: 2.1206, grad_norm: 2.4062 2020-08-11 21:11:16,272 - mmaction - INFO - Epoch [197][360/940] lr: 5.181e-02, eta: 1 day, 2:28:02, time: 1.603, data_time: 0.002, memory: 9063, top1_acc: 0.5195, top5_acc: 0.7539, loss_cls: 2.0737, loss: 2.0737, grad_norm: 2.4094 2020-08-11 21:11:47,968 - mmaction - INFO - Epoch [197][380/940] lr: 5.181e-02, eta: 1 day, 2:27:26, time: 1.584, data_time: 0.007, memory: 9063, top1_acc: 0.4959, top5_acc: 0.7322, loss_cls: 2.1801, loss: 2.1801, grad_norm: 2.4491 2020-08-11 21:12:21,668 - mmaction - INFO - Epoch [197][400/940] lr: 5.181e-02, eta: 1 day, 2:26:51, time: 1.685, data_time: 0.005, memory: 9063, top1_acc: 0.5164, top5_acc: 0.7500, loss_cls: 2.0747, loss: 2.0747, grad_norm: 2.3623 2020-08-11 21:12:52,863 - mmaction - INFO - Epoch [197][420/940] lr: 5.181e-02, eta: 1 day, 2:26:15, time: 1.561, data_time: 0.005, memory: 9063, top1_acc: 0.5285, top5_acc: 0.7484, loss_cls: 2.0603, loss: 2.0603, grad_norm: 2.3831 2020-08-11 21:13:22,760 - mmaction - INFO - Epoch [197][440/940] lr: 5.181e-02, eta: 1 day, 2:25:37, time: 1.492, data_time: 0.004, memory: 9063, top1_acc: 0.5170, top5_acc: 0.7480, loss_cls: 2.1180, loss: 2.1180, grad_norm: 2.4135 2020-08-11 21:13:53,967 - mmaction - INFO - Epoch [197][460/940] lr: 5.181e-02, eta: 1 day, 2:25:01, time: 1.562, data_time: 0.006, memory: 9063, top1_acc: 0.5188, top5_acc: 0.7531, loss_cls: 2.0952, loss: 2.0952, grad_norm: 2.3781 2020-08-11 21:14:24,453 - mmaction - INFO - Epoch [197][480/940] lr: 5.181e-02, eta: 1 day, 2:24:24, time: 1.523, data_time: 0.006, memory: 9063, top1_acc: 0.5084, top5_acc: 0.7467, loss_cls: 2.1239, loss: 2.1239, grad_norm: 2.3827 2020-08-11 21:14:55,655 - mmaction - INFO - Epoch [197][500/940] lr: 5.181e-02, eta: 1 day, 2:23:47, time: 1.562, data_time: 0.005, memory: 9063, top1_acc: 0.5193, top5_acc: 0.7471, loss_cls: 2.1055, loss: 2.1055, grad_norm: 2.3527 2020-08-11 21:15:27,068 - mmaction - INFO - Epoch [197][520/940] lr: 5.181e-02, eta: 1 day, 2:23:11, time: 1.569, data_time: 0.005, memory: 9063, top1_acc: 0.5152, top5_acc: 0.7516, loss_cls: 2.0906, loss: 2.0906, grad_norm: 2.4096 2020-08-11 21:15:58,429 - mmaction - INFO - Epoch [197][540/940] lr: 5.181e-02, eta: 1 day, 2:22:35, time: 1.570, data_time: 0.006, memory: 9063, top1_acc: 0.5180, top5_acc: 0.7488, loss_cls: 2.1207, loss: 2.1207, grad_norm: 2.3612 2020-08-11 21:16:29,523 - mmaction - INFO - Epoch [197][560/940] lr: 5.181e-02, eta: 1 day, 2:21:58, time: 1.553, data_time: 0.005, memory: 9063, top1_acc: 0.5113, top5_acc: 0.7400, loss_cls: 2.1370, loss: 2.1370, grad_norm: 2.4215 2020-08-11 21:17:02,618 - mmaction - INFO - Epoch [197][580/940] lr: 5.181e-02, eta: 1 day, 2:21:24, time: 1.657, data_time: 0.007, memory: 9063, top1_acc: 0.5133, top5_acc: 0.7449, loss_cls: 2.1374, loss: 2.1374, grad_norm: 2.4138 2020-08-11 21:17:32,881 - mmaction - INFO - Epoch [197][600/940] lr: 5.181e-02, eta: 1 day, 2:20:46, time: 1.512, data_time: 0.005, memory: 9063, top1_acc: 0.5096, top5_acc: 0.7385, loss_cls: 2.1740, loss: 2.1740, grad_norm: 2.4100 2020-08-11 21:18:05,428 - mmaction - INFO - Epoch [197][620/940] lr: 5.181e-02, eta: 1 day, 2:20:11, time: 1.629, data_time: 0.005, memory: 9063, top1_acc: 0.5188, top5_acc: 0.7408, loss_cls: 2.1208, loss: 2.1208, grad_norm: 2.3998 2020-08-11 21:18:37,329 - mmaction - INFO - Epoch [197][640/940] lr: 5.181e-02, eta: 1 day, 2:19:35, time: 1.593, data_time: 0.008, memory: 9063, top1_acc: 0.5209, top5_acc: 0.7469, loss_cls: 2.0965, loss: 2.0965, grad_norm: 2.3778 2020-08-11 21:19:08,558 - mmaction - INFO - Epoch [197][660/940] lr: 5.181e-02, eta: 1 day, 2:18:59, time: 1.561, data_time: 0.005, memory: 9063, top1_acc: 0.5281, top5_acc: 0.7480, loss_cls: 2.0933, loss: 2.0933, grad_norm: 2.4034 2020-08-11 21:19:41,363 - mmaction - INFO - Epoch [197][680/940] lr: 5.181e-02, eta: 1 day, 2:18:24, time: 1.642, data_time: 0.006, memory: 9063, top1_acc: 0.5062, top5_acc: 0.7412, loss_cls: 2.1391, loss: 2.1391, grad_norm: 2.3932 2020-08-11 21:20:12,169 - mmaction - INFO - Epoch [197][700/940] lr: 5.181e-02, eta: 1 day, 2:17:47, time: 1.537, data_time: 0.007, memory: 9063, top1_acc: 0.5141, top5_acc: 0.7406, loss_cls: 2.1370, loss: 2.1370, grad_norm: 2.3956 2020-08-11 21:20:41,962 - mmaction - INFO - Epoch [197][720/940] lr: 5.181e-02, eta: 1 day, 2:17:09, time: 1.494, data_time: 0.006, memory: 9063, top1_acc: 0.5057, top5_acc: 0.7393, loss_cls: 2.1383, loss: 2.1383, grad_norm: 2.4285 2020-08-11 21:21:13,204 - mmaction - INFO - Epoch [197][740/940] lr: 5.181e-02, eta: 1 day, 2:16:33, time: 1.560, data_time: 0.004, memory: 9063, top1_acc: 0.5092, top5_acc: 0.7361, loss_cls: 2.1436, loss: 2.1436, grad_norm: 2.3574 2020-08-11 21:21:45,896 - mmaction - INFO - Epoch [197][760/940] lr: 5.181e-02, eta: 1 day, 2:15:58, time: 1.635, data_time: 0.005, memory: 9063, top1_acc: 0.5072, top5_acc: 0.7434, loss_cls: 2.1327, loss: 2.1327, grad_norm: 2.3717 2020-08-11 21:22:16,932 - mmaction - INFO - Epoch [197][780/940] lr: 5.181e-02, eta: 1 day, 2:15:21, time: 1.551, data_time: 0.007, memory: 9063, top1_acc: 0.5109, top5_acc: 0.7461, loss_cls: 2.1132, loss: 2.1132, grad_norm: 2.4168 2020-08-11 21:22:48,492 - mmaction - INFO - Epoch [197][800/940] lr: 5.181e-02, eta: 1 day, 2:14:45, time: 1.576, data_time: 0.006, memory: 9063, top1_acc: 0.5068, top5_acc: 0.7537, loss_cls: 2.1139, loss: 2.1139, grad_norm: 2.3786 2020-08-11 21:23:19,215 - mmaction - INFO - Epoch [197][820/940] lr: 5.181e-02, eta: 1 day, 2:14:09, time: 1.537, data_time: 0.009, memory: 9063, top1_acc: 0.5127, top5_acc: 0.7467, loss_cls: 2.1214, loss: 2.1214, grad_norm: 2.3942 2020-08-11 21:23:50,629 - mmaction - INFO - Epoch [197][840/940] lr: 5.181e-02, eta: 1 day, 2:13:32, time: 1.573, data_time: 0.006, memory: 9063, top1_acc: 0.5141, top5_acc: 0.7436, loss_cls: 2.1188, loss: 2.1188, grad_norm: 2.3842 2020-08-11 21:24:23,128 - mmaction - INFO - Epoch [197][860/940] lr: 5.181e-02, eta: 1 day, 2:12:57, time: 1.622, data_time: 0.005, memory: 9063, top1_acc: 0.5146, top5_acc: 0.7430, loss_cls: 2.1228, loss: 2.1228, grad_norm: 2.4436 2020-08-11 21:24:55,264 - mmaction - INFO - Epoch [197][880/940] lr: 5.181e-02, eta: 1 day, 2:12:22, time: 1.610, data_time: 0.007, memory: 9063, top1_acc: 0.5176, top5_acc: 0.7514, loss_cls: 2.1173, loss: 2.1173, grad_norm: 2.4118 2020-08-11 21:25:27,150 - mmaction - INFO - Epoch [197][900/940] lr: 5.181e-02, eta: 1 day, 2:11:46, time: 1.589, data_time: 0.006, memory: 9063, top1_acc: 0.5125, top5_acc: 0.7430, loss_cls: 2.1309, loss: 2.1309, grad_norm: 2.3993 2020-08-11 21:25:58,684 - mmaction - INFO - Epoch [197][920/940] lr: 5.181e-02, eta: 1 day, 2:11:10, time: 1.581, data_time: 0.008, memory: 9063, top1_acc: 0.5150, top5_acc: 0.7404, loss_cls: 2.1230, loss: 2.1230, grad_norm: 2.3879 2020-08-11 21:26:30,333 - mmaction - INFO - Epoch [197][940/940] lr: 5.181e-02, eta: 1 day, 2:10:34, time: 1.580, data_time: 0.007, memory: 9063, top1_acc: 0.5221, top5_acc: 0.7537, loss_cls: 2.0905, loss: 2.0905, grad_norm: 2.4016 2020-08-11 21:27:09,089 - mmaction - INFO - Epoch [198][20/940] lr: 5.017e-02, eta: 1 day, 2:10:04, time: 1.924, data_time: 0.452, memory: 9063, top1_acc: 0.5104, top5_acc: 0.7391, loss_cls: 2.1446, loss: 2.1446, grad_norm: 2.4380 2020-08-11 21:27:38,631 - mmaction - INFO - Epoch [198][40/940] lr: 5.017e-02, eta: 1 day, 2:09:26, time: 1.475, data_time: 0.005, memory: 9063, top1_acc: 0.5230, top5_acc: 0.7492, loss_cls: 2.0953, loss: 2.0953, grad_norm: 2.4510 2020-08-11 21:28:10,416 - mmaction - INFO - Epoch [198][60/940] lr: 5.017e-02, eta: 1 day, 2:08:50, time: 1.592, data_time: 0.006, memory: 9063, top1_acc: 0.5193, top5_acc: 0.7434, loss_cls: 2.1065, loss: 2.1065, grad_norm: 2.3899 2020-08-11 21:28:43,574 - mmaction - INFO - Epoch [198][80/940] lr: 5.017e-02, eta: 1 day, 2:08:15, time: 1.654, data_time: 0.004, memory: 9063, top1_acc: 0.5275, top5_acc: 0.7543, loss_cls: 2.0553, loss: 2.0553, grad_norm: 2.3370 2020-08-11 21:29:15,825 - mmaction - INFO - Epoch [198][100/940] lr: 5.017e-02, eta: 1 day, 2:07:40, time: 1.616, data_time: 0.007, memory: 9063, top1_acc: 0.5166, top5_acc: 0.7432, loss_cls: 2.0960, loss: 2.0960, grad_norm: 2.3947 2020-08-11 21:29:48,238 - mmaction - INFO - Epoch [198][120/940] lr: 5.017e-02, eta: 1 day, 2:07:04, time: 1.620, data_time: 0.006, memory: 9063, top1_acc: 0.5238, top5_acc: 0.7504, loss_cls: 2.1105, loss: 2.1105, grad_norm: 2.3886 2020-08-11 21:30:22,532 - mmaction - INFO - Epoch [198][140/940] lr: 5.017e-02, eta: 1 day, 2:06:31, time: 1.713, data_time: 0.005, memory: 9063, top1_acc: 0.5303, top5_acc: 0.7533, loss_cls: 2.0544, loss: 2.0544, grad_norm: 2.4029 2020-08-11 21:30:54,956 - mmaction - INFO - Epoch [198][160/940] lr: 5.017e-02, eta: 1 day, 2:05:55, time: 1.621, data_time: 0.006, memory: 9063, top1_acc: 0.5209, top5_acc: 0.7539, loss_cls: 2.0693, loss: 2.0693, grad_norm: 2.4425 2020-08-11 21:31:28,190 - mmaction - INFO - Epoch [198][180/940] lr: 5.017e-02, eta: 1 day, 2:05:21, time: 1.664, data_time: 0.006, memory: 9063, top1_acc: 0.5240, top5_acc: 0.7527, loss_cls: 2.0844, loss: 2.0844, grad_norm: 2.4423 2020-08-11 21:32:02,609 - mmaction - INFO - Epoch [198][200/940] lr: 5.017e-02, eta: 1 day, 2:04:47, time: 1.721, data_time: 0.006, memory: 9063, top1_acc: 0.5334, top5_acc: 0.7570, loss_cls: 2.0400, loss: 2.0400, grad_norm: 2.3794 2020-08-11 21:32:35,524 - mmaction - INFO - Epoch [198][220/940] lr: 5.017e-02, eta: 1 day, 2:04:12, time: 1.644, data_time: 0.003, memory: 9063, top1_acc: 0.5184, top5_acc: 0.7441, loss_cls: 2.0872, loss: 2.0872, grad_norm: 2.3935 2020-08-11 21:33:09,441 - mmaction - INFO - Epoch [198][240/940] lr: 5.017e-02, eta: 1 day, 2:03:38, time: 1.695, data_time: 0.006, memory: 9063, top1_acc: 0.5188, top5_acc: 0.7564, loss_cls: 2.0634, loss: 2.0634, grad_norm: 2.3860 2020-08-11 21:33:43,249 - mmaction - INFO - Epoch [198][260/940] lr: 5.017e-02, eta: 1 day, 2:03:04, time: 1.692, data_time: 0.007, memory: 9063, top1_acc: 0.5115, top5_acc: 0.7500, loss_cls: 2.0980, loss: 2.0980, grad_norm: 2.4351 2020-08-11 21:34:16,881 - mmaction - INFO - Epoch [198][280/940] lr: 5.017e-02, eta: 1 day, 2:02:30, time: 1.683, data_time: 0.006, memory: 9063, top1_acc: 0.5145, top5_acc: 0.7488, loss_cls: 2.1116, loss: 2.1116, grad_norm: 2.4460 2020-08-11 21:34:48,475 - mmaction - INFO - Epoch [198][300/940] lr: 5.017e-02, eta: 1 day, 2:01:54, time: 1.577, data_time: 0.006, memory: 9063, top1_acc: 0.5289, top5_acc: 0.7486, loss_cls: 2.0821, loss: 2.0821, grad_norm: 2.4195 2020-08-11 21:35:22,161 - mmaction - INFO - Epoch [198][320/940] lr: 5.017e-02, eta: 1 day, 2:01:20, time: 1.684, data_time: 0.007, memory: 9063, top1_acc: 0.5225, top5_acc: 0.7461, loss_cls: 2.0804, loss: 2.0804, grad_norm: 2.3738 2020-08-11 21:35:57,194 - mmaction - INFO - Epoch [198][340/940] lr: 5.017e-02, eta: 1 day, 2:00:47, time: 1.755, data_time: 0.007, memory: 9063, top1_acc: 0.5176, top5_acc: 0.7529, loss_cls: 2.0663, loss: 2.0663, grad_norm: 2.4027 2020-08-11 21:36:31,426 - mmaction - INFO - Epoch [198][360/940] lr: 5.017e-02, eta: 1 day, 2:00:13, time: 1.710, data_time: 0.006, memory: 9063, top1_acc: 0.5068, top5_acc: 0.7416, loss_cls: 2.1267, loss: 2.1267, grad_norm: 2.4207 2020-08-11 21:37:05,701 - mmaction - INFO - Epoch [198][380/940] lr: 5.017e-02, eta: 1 day, 1:59:39, time: 1.712, data_time: 0.005, memory: 9063, top1_acc: 0.5119, top5_acc: 0.7486, loss_cls: 2.1091, loss: 2.1091, grad_norm: 2.4088 2020-08-11 21:37:39,370 - mmaction - INFO - Epoch [198][400/940] lr: 5.017e-02, eta: 1 day, 1:59:05, time: 1.686, data_time: 0.010, memory: 9063, top1_acc: 0.5201, top5_acc: 0.7453, loss_cls: 2.0883, loss: 2.0883, grad_norm: 2.4588 2020-08-11 21:38:14,391 - mmaction - INFO - Epoch [198][420/940] lr: 5.017e-02, eta: 1 day, 1:58:32, time: 1.751, data_time: 0.005, memory: 9063, top1_acc: 0.5139, top5_acc: 0.7506, loss_cls: 2.0877, loss: 2.0877, grad_norm: 2.4151 2020-08-11 21:38:48,434 - mmaction - INFO - Epoch [198][440/940] lr: 5.017e-02, eta: 1 day, 1:57:58, time: 1.703, data_time: 0.004, memory: 9063, top1_acc: 0.5189, top5_acc: 0.7469, loss_cls: 2.0777, loss: 2.0777, grad_norm: 2.4348 2020-08-11 21:39:22,232 - mmaction - INFO - Epoch [198][460/940] lr: 5.017e-02, eta: 1 day, 1:57:24, time: 1.687, data_time: 0.007, memory: 9063, top1_acc: 0.5152, top5_acc: 0.7508, loss_cls: 2.0950, loss: 2.0950, grad_norm: 2.4352 2020-08-11 21:39:55,235 - mmaction - INFO - Epoch [198][480/940] lr: 5.017e-02, eta: 1 day, 1:56:49, time: 1.653, data_time: 0.007, memory: 9063, top1_acc: 0.5277, top5_acc: 0.7529, loss_cls: 2.0429, loss: 2.0429, grad_norm: 2.3489 2020-08-11 21:40:29,546 - mmaction - INFO - Epoch [198][500/940] lr: 5.017e-02, eta: 1 day, 1:56:15, time: 1.712, data_time: 0.005, memory: 9063, top1_acc: 0.5357, top5_acc: 0.7580, loss_cls: 2.0532, loss: 2.0532, grad_norm: 2.3934 2020-08-11 21:41:03,973 - mmaction - INFO - Epoch [198][520/940] lr: 5.017e-02, eta: 1 day, 1:55:42, time: 1.726, data_time: 0.007, memory: 9063, top1_acc: 0.5203, top5_acc: 0.7551, loss_cls: 2.0698, loss: 2.0698, grad_norm: 2.4132 2020-08-11 21:41:38,003 - mmaction - INFO - Epoch [198][540/940] lr: 5.017e-02, eta: 1 day, 1:55:08, time: 1.697, data_time: 0.007, memory: 9063, top1_acc: 0.5260, top5_acc: 0.7607, loss_cls: 2.0497, loss: 2.0497, grad_norm: 2.4272 2020-08-11 21:42:11,037 - mmaction - INFO - Epoch [198][560/940] lr: 5.017e-02, eta: 1 day, 1:54:33, time: 1.656, data_time: 0.007, memory: 9063, top1_acc: 0.5199, top5_acc: 0.7490, loss_cls: 2.0956, loss: 2.0956, grad_norm: 2.4439 2020-08-11 21:42:45,921 - mmaction - INFO - Epoch [198][580/940] lr: 5.017e-02, eta: 1 day, 1:54:00, time: 1.744, data_time: 0.005, memory: 9063, top1_acc: 0.5176, top5_acc: 0.7498, loss_cls: 2.0915, loss: 2.0915, grad_norm: 2.4187 2020-08-11 21:43:20,860 - mmaction - INFO - Epoch [198][600/940] lr: 5.017e-02, eta: 1 day, 1:53:26, time: 1.744, data_time: 0.005, memory: 9063, top1_acc: 0.5109, top5_acc: 0.7438, loss_cls: 2.1587, loss: 2.1587, grad_norm: 2.4736 2020-08-11 21:43:56,257 - mmaction - INFO - Epoch [198][620/940] lr: 5.017e-02, eta: 1 day, 1:52:54, time: 1.769, data_time: 0.007, memory: 9063, top1_acc: 0.5152, top5_acc: 0.7414, loss_cls: 2.1017, loss: 2.1017, grad_norm: 2.4399 2020-08-11 21:44:29,859 - mmaction - INFO - Epoch [198][640/940] lr: 5.017e-02, eta: 1 day, 1:52:19, time: 1.681, data_time: 0.009, memory: 9063, top1_acc: 0.5152, top5_acc: 0.7424, loss_cls: 2.1216, loss: 2.1216, grad_norm: 2.4409 2020-08-11 21:45:04,344 - mmaction - INFO - Epoch [198][660/940] lr: 5.017e-02, eta: 1 day, 1:51:46, time: 1.727, data_time: 0.007, memory: 9063, top1_acc: 0.5168, top5_acc: 0.7512, loss_cls: 2.0920, loss: 2.0920, grad_norm: 2.4124 2020-08-11 21:45:39,097 - mmaction - INFO - Epoch [198][680/940] lr: 5.017e-02, eta: 1 day, 1:51:13, time: 1.738, data_time: 0.005, memory: 9063, top1_acc: 0.5240, top5_acc: 0.7500, loss_cls: 2.0794, loss: 2.0794, grad_norm: 2.3874 2020-08-11 21:46:13,466 - mmaction - INFO - Epoch [198][700/940] lr: 5.017e-02, eta: 1 day, 1:50:39, time: 1.716, data_time: 0.005, memory: 9063, top1_acc: 0.5168, top5_acc: 0.7430, loss_cls: 2.1218, loss: 2.1218, grad_norm: 2.3977 2020-08-11 21:46:48,762 - mmaction - INFO - Epoch [198][720/940] lr: 5.017e-02, eta: 1 day, 1:50:06, time: 1.767, data_time: 0.007, memory: 9063, top1_acc: 0.5305, top5_acc: 0.7463, loss_cls: 2.0631, loss: 2.0631, grad_norm: 2.4397 2020-08-11 21:47:23,577 - mmaction - INFO - Epoch [198][740/940] lr: 5.017e-02, eta: 1 day, 1:49:33, time: 1.740, data_time: 0.007, memory: 9063, top1_acc: 0.5225, top5_acc: 0.7504, loss_cls: 2.0749, loss: 2.0749, grad_norm: 2.4260 2020-08-11 21:47:58,596 - mmaction - INFO - Epoch [198][760/940] lr: 5.017e-02, eta: 1 day, 1:49:00, time: 1.751, data_time: 0.006, memory: 9063, top1_acc: 0.5170, top5_acc: 0.7557, loss_cls: 2.0974, loss: 2.0974, grad_norm: 2.4250 2020-08-11 21:48:34,094 - mmaction - INFO - Epoch [198][780/940] lr: 5.017e-02, eta: 1 day, 1:48:27, time: 1.776, data_time: 0.006, memory: 9063, top1_acc: 0.5191, top5_acc: 0.7439, loss_cls: 2.1271, loss: 2.1271, grad_norm: 2.4469 2020-08-11 21:49:06,932 - mmaction - INFO - Epoch [198][800/940] lr: 5.017e-02, eta: 1 day, 1:47:52, time: 1.640, data_time: 0.008, memory: 9063, top1_acc: 0.5223, top5_acc: 0.7441, loss_cls: 2.1056, loss: 2.1056, grad_norm: 2.3965 2020-08-11 21:49:41,855 - mmaction - INFO - Epoch [198][820/940] lr: 5.017e-02, eta: 1 day, 1:47:19, time: 1.748, data_time: 0.007, memory: 9063, top1_acc: 0.5086, top5_acc: 0.7449, loss_cls: 2.1374, loss: 2.1374, grad_norm: 2.4579 2020-08-11 21:50:16,590 - mmaction - INFO - Epoch [198][840/940] lr: 5.017e-02, eta: 1 day, 1:46:45, time: 1.735, data_time: 0.005, memory: 9063, top1_acc: 0.5191, top5_acc: 0.7459, loss_cls: 2.1138, loss: 2.1138, grad_norm: 2.4289 2020-08-11 21:50:50,300 - mmaction - INFO - Epoch [198][860/940] lr: 5.017e-02, eta: 1 day, 1:46:11, time: 1.687, data_time: 0.005, memory: 9063, top1_acc: 0.5131, top5_acc: 0.7338, loss_cls: 2.1470, loss: 2.1470, grad_norm: 2.4216 2020-08-11 21:51:22,720 - mmaction - INFO - Epoch [198][880/940] lr: 5.017e-02, eta: 1 day, 1:45:36, time: 1.618, data_time: 0.008, memory: 9063, top1_acc: 0.5330, top5_acc: 0.7557, loss_cls: 2.0390, loss: 2.0390, grad_norm: 2.4235 2020-08-11 21:51:57,073 - mmaction - INFO - Epoch [198][900/940] lr: 5.017e-02, eta: 1 day, 1:45:02, time: 1.719, data_time: 0.007, memory: 9063, top1_acc: 0.5178, top5_acc: 0.7514, loss_cls: 2.0951, loss: 2.0951, grad_norm: 2.4205 2020-08-11 21:52:31,086 - mmaction - INFO - Epoch [198][920/940] lr: 5.017e-02, eta: 1 day, 1:44:28, time: 1.702, data_time: 0.006, memory: 9063, top1_acc: 0.5070, top5_acc: 0.7441, loss_cls: 2.1292, loss: 2.1292, grad_norm: 2.4663 2020-08-11 21:53:05,038 - mmaction - INFO - Epoch [198][940/940] lr: 5.017e-02, eta: 1 day, 1:43:54, time: 1.695, data_time: 0.003, memory: 9063, top1_acc: 0.5152, top5_acc: 0.7362, loss_cls: 2.1463, loss: 2.1463, grad_norm: 2.4625 2020-08-11 21:53:44,673 - mmaction - INFO - Epoch [199][20/940] lr: 4.856e-02, eta: 1 day, 1:43:25, time: 1.968, data_time: 0.428, memory: 9063, top1_acc: 0.5303, top5_acc: 0.7580, loss_cls: 2.0304, loss: 2.0304, grad_norm: 2.4281 2020-08-11 21:54:15,968 - mmaction - INFO - Epoch [199][40/940] lr: 4.856e-02, eta: 1 day, 1:42:48, time: 1.565, data_time: 0.006, memory: 9063, top1_acc: 0.5246, top5_acc: 0.7592, loss_cls: 2.0577, loss: 2.0577, grad_norm: 2.3940 2020-08-11 21:54:49,097 - mmaction - INFO - Epoch [199][60/940] lr: 4.856e-02, eta: 1 day, 1:42:14, time: 1.656, data_time: 0.004, memory: 9063, top1_acc: 0.5180, top5_acc: 0.7436, loss_cls: 2.1007, loss: 2.1007, grad_norm: 2.4822 2020-08-11 21:55:21,683 - mmaction - INFO - Epoch [199][80/940] lr: 4.856e-02, eta: 1 day, 1:41:39, time: 1.627, data_time: 0.005, memory: 9063, top1_acc: 0.5189, top5_acc: 0.7555, loss_cls: 2.0610, loss: 2.0610, grad_norm: 2.4462 2020-08-11 21:55:54,797 - mmaction - INFO - Epoch [199][100/940] lr: 4.856e-02, eta: 1 day, 1:41:04, time: 1.658, data_time: 0.006, memory: 9063, top1_acc: 0.5182, top5_acc: 0.7512, loss_cls: 2.0848, loss: 2.0848, grad_norm: 2.4425 2020-08-11 21:56:27,306 - mmaction - INFO - Epoch [199][120/940] lr: 4.856e-02, eta: 1 day, 1:40:29, time: 1.621, data_time: 0.006, memory: 9063, top1_acc: 0.5182, top5_acc: 0.7477, loss_cls: 2.0818, loss: 2.0818, grad_norm: 2.3694 2020-08-11 21:56:59,428 - mmaction - INFO - Epoch [199][140/940] lr: 4.856e-02, eta: 1 day, 1:39:53, time: 1.611, data_time: 0.007, memory: 9063, top1_acc: 0.5232, top5_acc: 0.7570, loss_cls: 2.0497, loss: 2.0497, grad_norm: 2.4523 2020-08-11 21:57:31,604 - mmaction - INFO - Epoch [199][160/940] lr: 4.856e-02, eta: 1 day, 1:39:18, time: 1.604, data_time: 0.004, memory: 9063, top1_acc: 0.5123, top5_acc: 0.7438, loss_cls: 2.1300, loss: 2.1300, grad_norm: 2.4225 2020-08-11 21:58:03,646 - mmaction - INFO - Epoch [199][180/940] lr: 4.856e-02, eta: 1 day, 1:38:42, time: 1.601, data_time: 0.008, memory: 9063, top1_acc: 0.5312, top5_acc: 0.7566, loss_cls: 2.0375, loss: 2.0375, grad_norm: 2.3942 2020-08-11 21:58:35,706 - mmaction - INFO - Epoch [199][200/940] lr: 4.856e-02, eta: 1 day, 1:38:07, time: 1.605, data_time: 0.016, memory: 9063, top1_acc: 0.5234, top5_acc: 0.7518, loss_cls: 2.0734, loss: 2.0734, grad_norm: 2.4520 2020-08-11 21:59:08,276 - mmaction - INFO - Epoch [199][220/940] lr: 4.856e-02, eta: 1 day, 1:37:31, time: 1.630, data_time: 0.009, memory: 9063, top1_acc: 0.5168, top5_acc: 0.7562, loss_cls: 2.0590, loss: 2.0590, grad_norm: 2.4979 2020-08-11 21:59:40,507 - mmaction - INFO - Epoch [199][240/940] lr: 4.856e-02, eta: 1 day, 1:36:56, time: 1.613, data_time: 0.005, memory: 9063, top1_acc: 0.5221, top5_acc: 0.7490, loss_cls: 2.1092, loss: 2.1092, grad_norm: 2.4647 2020-08-11 22:00:18,234 - mmaction - INFO - Epoch [199][260/940] lr: 4.856e-02, eta: 1 day, 1:36:25, time: 1.880, data_time: 0.006, memory: 9063, top1_acc: 0.5336, top5_acc: 0.7488, loss_cls: 2.0743, loss: 2.0743, grad_norm: 2.4136 2020-08-11 22:00:47,598 - mmaction - INFO - Epoch [199][280/940] lr: 4.856e-02, eta: 1 day, 1:35:47, time: 1.475, data_time: 0.021, memory: 9063, top1_acc: 0.5201, top5_acc: 0.7465, loss_cls: 2.0976, loss: 2.0976, grad_norm: 2.4865 2020-08-11 22:01:19,030 - mmaction - INFO - Epoch [199][300/940] lr: 4.856e-02, eta: 1 day, 1:35:11, time: 1.570, data_time: 0.005, memory: 9063, top1_acc: 0.5168, top5_acc: 0.7529, loss_cls: 2.0935, loss: 2.0935, grad_norm: 2.4789 2020-08-11 22:01:51,526 - mmaction - INFO - Epoch [199][320/940] lr: 4.856e-02, eta: 1 day, 1:34:36, time: 1.625, data_time: 0.006, memory: 9063, top1_acc: 0.5230, top5_acc: 0.7471, loss_cls: 2.0790, loss: 2.0790, grad_norm: 2.4089 2020-08-11 22:02:23,373 - mmaction - INFO - Epoch [199][340/940] lr: 4.856e-02, eta: 1 day, 1:34:00, time: 1.594, data_time: 0.006, memory: 9063, top1_acc: 0.5277, top5_acc: 0.7506, loss_cls: 2.0504, loss: 2.0504, grad_norm: 2.4502 2020-08-11 22:02:55,901 - mmaction - INFO - Epoch [199][360/940] lr: 4.856e-02, eta: 1 day, 1:33:25, time: 1.626, data_time: 0.003, memory: 9063, top1_acc: 0.5205, top5_acc: 0.7529, loss_cls: 2.0745, loss: 2.0745, grad_norm: 2.5293 2020-08-11 22:03:27,701 - mmaction - INFO - Epoch [199][380/940] lr: 4.856e-02, eta: 1 day, 1:32:50, time: 1.591, data_time: 0.006, memory: 9063, top1_acc: 0.5229, top5_acc: 0.7518, loss_cls: 2.0836, loss: 2.0836, grad_norm: 2.4179 2020-08-11 22:03:59,778 - mmaction - INFO - Epoch [199][400/940] lr: 4.856e-02, eta: 1 day, 1:32:14, time: 1.598, data_time: 0.005, memory: 9063, top1_acc: 0.5258, top5_acc: 0.7566, loss_cls: 2.0907, loss: 2.0907, grad_norm: 2.4276 2020-08-11 22:04:33,081 - mmaction - INFO - Epoch [199][420/940] lr: 4.856e-02, eta: 1 day, 1:31:39, time: 1.671, data_time: 0.008, memory: 9063, top1_acc: 0.5211, top5_acc: 0.7598, loss_cls: 2.0461, loss: 2.0461, grad_norm: 2.4201 2020-08-11 22:05:03,599 - mmaction - INFO - Epoch [199][440/940] lr: 4.856e-02, eta: 1 day, 1:31:03, time: 1.525, data_time: 0.005, memory: 9063, top1_acc: 0.5275, top5_acc: 0.7549, loss_cls: 2.0707, loss: 2.0707, grad_norm: 2.4291 2020-08-11 22:05:34,876 - mmaction - INFO - Epoch [199][460/940] lr: 4.856e-02, eta: 1 day, 1:30:26, time: 1.564, data_time: 0.002, memory: 9063, top1_acc: 0.5205, top5_acc: 0.7441, loss_cls: 2.1144, loss: 2.1144, grad_norm: 2.4373 2020-08-11 22:06:06,980 - mmaction - INFO - Epoch [199][480/940] lr: 4.856e-02, eta: 1 day, 1:29:51, time: 1.604, data_time: 0.005, memory: 9063, top1_acc: 0.5209, top5_acc: 0.7482, loss_cls: 2.0926, loss: 2.0926, grad_norm: 2.4655 2020-08-11 22:06:39,950 - mmaction - INFO - Epoch [199][500/940] lr: 4.856e-02, eta: 1 day, 1:29:16, time: 1.650, data_time: 0.006, memory: 9063, top1_acc: 0.5160, top5_acc: 0.7492, loss_cls: 2.0987, loss: 2.0987, grad_norm: 2.4431 2020-08-11 22:07:12,439 - mmaction - INFO - Epoch [199][520/940] lr: 4.856e-02, eta: 1 day, 1:28:41, time: 1.623, data_time: 0.008, memory: 9063, top1_acc: 0.5135, top5_acc: 0.7350, loss_cls: 2.1706, loss: 2.1706, grad_norm: 2.4322 2020-08-11 22:07:43,442 - mmaction - INFO - Epoch [199][540/940] lr: 4.856e-02, eta: 1 day, 1:28:05, time: 1.551, data_time: 0.005, memory: 9063, top1_acc: 0.5150, top5_acc: 0.7447, loss_cls: 2.1277, loss: 2.1277, grad_norm: 2.4169 2020-08-11 22:08:14,520 - mmaction - INFO - Epoch [199][560/940] lr: 4.856e-02, eta: 1 day, 1:27:28, time: 1.550, data_time: 0.005, memory: 9063, top1_acc: 0.5260, top5_acc: 0.7576, loss_cls: 2.0529, loss: 2.0529, grad_norm: 2.3843 2020-08-11 22:08:45,958 - mmaction - INFO - Epoch [199][580/940] lr: 4.856e-02, eta: 1 day, 1:26:52, time: 1.576, data_time: 0.007, memory: 9063, top1_acc: 0.5242, top5_acc: 0.7535, loss_cls: 2.0637, loss: 2.0637, grad_norm: 2.4329 2020-08-11 22:09:18,548 - mmaction - INFO - Epoch [199][600/940] lr: 4.856e-02, eta: 1 day, 1:26:17, time: 1.629, data_time: 0.005, memory: 9063, top1_acc: 0.5199, top5_acc: 0.7432, loss_cls: 2.1067, loss: 2.1067, grad_norm: 2.4532 2020-08-11 22:09:50,789 - mmaction - INFO - Epoch [199][620/940] lr: 4.856e-02, eta: 1 day, 1:25:42, time: 1.613, data_time: 0.005, memory: 9063, top1_acc: 0.5250, top5_acc: 0.7508, loss_cls: 2.0806, loss: 2.0806, grad_norm: 2.4105 2020-08-11 22:10:21,640 - mmaction - INFO - Epoch [199][640/940] lr: 4.856e-02, eta: 1 day, 1:25:05, time: 1.540, data_time: 0.005, memory: 9063, top1_acc: 0.5195, top5_acc: 0.7479, loss_cls: 2.0938, loss: 2.0938, grad_norm: 2.5078 2020-08-11 22:10:53,565 - mmaction - INFO - Epoch [199][660/940] lr: 4.856e-02, eta: 1 day, 1:24:30, time: 1.598, data_time: 0.006, memory: 9063, top1_acc: 0.5232, top5_acc: 0.7492, loss_cls: 2.0796, loss: 2.0796, grad_norm: 2.4056 2020-08-11 22:11:24,185 - mmaction - INFO - Epoch [199][680/940] lr: 4.856e-02, eta: 1 day, 1:23:53, time: 1.530, data_time: 0.005, memory: 9063, top1_acc: 0.5275, top5_acc: 0.7471, loss_cls: 2.0765, loss: 2.0765, grad_norm: 2.4274 2020-08-11 22:11:55,111 - mmaction - INFO - Epoch [199][700/940] lr: 4.856e-02, eta: 1 day, 1:23:17, time: 1.543, data_time: 0.005, memory: 9063, top1_acc: 0.5301, top5_acc: 0.7613, loss_cls: 2.0478, loss: 2.0478, grad_norm: 2.4350 2020-08-11 22:12:26,645 - mmaction - INFO - Epoch [199][720/940] lr: 4.856e-02, eta: 1 day, 1:22:41, time: 1.579, data_time: 0.007, memory: 9063, top1_acc: 0.5195, top5_acc: 0.7457, loss_cls: 2.1017, loss: 2.1017, grad_norm: 2.4559 2020-08-11 22:12:59,051 - mmaction - INFO - Epoch [199][740/940] lr: 4.856e-02, eta: 1 day, 1:22:05, time: 1.622, data_time: 0.005, memory: 9063, top1_acc: 0.5248, top5_acc: 0.7502, loss_cls: 2.0829, loss: 2.0829, grad_norm: 2.4606 2020-08-11 22:13:29,709 - mmaction - INFO - Epoch [199][760/940] lr: 4.856e-02, eta: 1 day, 1:21:29, time: 1.529, data_time: 0.005, memory: 9063, top1_acc: 0.5217, top5_acc: 0.7564, loss_cls: 2.0856, loss: 2.0856, grad_norm: 2.4114 2020-08-11 22:14:01,185 - mmaction - INFO - Epoch [199][780/940] lr: 4.856e-02, eta: 1 day, 1:20:53, time: 1.578, data_time: 0.007, memory: 9063, top1_acc: 0.5373, top5_acc: 0.7621, loss_cls: 2.0119, loss: 2.0119, grad_norm: 2.3931 2020-08-11 22:14:33,387 - mmaction - INFO - Epoch [199][800/940] lr: 4.856e-02, eta: 1 day, 1:20:17, time: 1.608, data_time: 0.005, memory: 9063, top1_acc: 0.5139, top5_acc: 0.7436, loss_cls: 2.1411, loss: 2.1411, grad_norm: 2.4914 2020-08-11 22:15:04,974 - mmaction - INFO - Epoch [199][820/940] lr: 4.856e-02, eta: 1 day, 1:19:42, time: 1.582, data_time: 0.007, memory: 9063, top1_acc: 0.5203, top5_acc: 0.7531, loss_cls: 2.0876, loss: 2.0876, grad_norm: 2.4174 2020-08-11 22:15:36,248 - mmaction - INFO - Epoch [199][840/940] lr: 4.856e-02, eta: 1 day, 1:19:05, time: 1.561, data_time: 0.002, memory: 9063, top1_acc: 0.5266, top5_acc: 0.7518, loss_cls: 2.0488, loss: 2.0488, grad_norm: 2.4459 2020-08-11 22:16:07,900 - mmaction - INFO - Epoch [199][860/940] lr: 4.856e-02, eta: 1 day, 1:18:30, time: 1.584, data_time: 0.007, memory: 9063, top1_acc: 0.5229, top5_acc: 0.7533, loss_cls: 2.0580, loss: 2.0580, grad_norm: 2.4203 2020-08-11 22:16:39,655 - mmaction - INFO - Epoch [199][880/940] lr: 4.856e-02, eta: 1 day, 1:17:54, time: 1.587, data_time: 0.007, memory: 9063, top1_acc: 0.5141, top5_acc: 0.7457, loss_cls: 2.1272, loss: 2.1272, grad_norm: 2.4440 2020-08-11 22:17:11,516 - mmaction - INFO - Epoch [199][900/940] lr: 4.856e-02, eta: 1 day, 1:17:18, time: 1.595, data_time: 0.006, memory: 9063, top1_acc: 0.5246, top5_acc: 0.7469, loss_cls: 2.0838, loss: 2.0838, grad_norm: 2.4414 2020-08-11 22:17:43,083 - mmaction - INFO - Epoch [199][920/940] lr: 4.856e-02, eta: 1 day, 1:16:42, time: 1.577, data_time: 0.009, memory: 9063, top1_acc: 0.5188, top5_acc: 0.7400, loss_cls: 2.1289, loss: 2.1289, grad_norm: 2.4668 2020-08-11 22:18:14,280 - mmaction - INFO - Epoch [199][940/940] lr: 4.856e-02, eta: 1 day, 1:16:06, time: 1.562, data_time: 0.007, memory: 9063, top1_acc: 0.5274, top5_acc: 0.7496, loss_cls: 2.0697, loss: 2.0697, grad_norm: 2.4398 2020-08-11 22:18:54,958 - mmaction - INFO - Epoch [200][20/940] lr: 4.697e-02, eta: 1 day, 1:15:37, time: 2.013, data_time: 0.623, memory: 9063, top1_acc: 0.5232, top5_acc: 0.7531, loss_cls: 2.0670, loss: 2.0670, grad_norm: 2.4316 2020-08-11 22:19:26,056 - mmaction - INFO - Epoch [200][40/940] lr: 4.697e-02, eta: 1 day, 1:15:01, time: 1.555, data_time: 0.003, memory: 9063, top1_acc: 0.5342, top5_acc: 0.7574, loss_cls: 2.0409, loss: 2.0409, grad_norm: 2.3860 2020-08-11 22:19:58,145 - mmaction - INFO - Epoch [200][60/940] lr: 4.697e-02, eta: 1 day, 1:14:26, time: 1.605, data_time: 0.003, memory: 9063, top1_acc: 0.5283, top5_acc: 0.7547, loss_cls: 2.0570, loss: 2.0570, grad_norm: 2.4468 2020-08-11 22:20:29,811 - mmaction - INFO - Epoch [200][80/940] lr: 4.697e-02, eta: 1 day, 1:13:50, time: 1.581, data_time: 0.005, memory: 9063, top1_acc: 0.5264, top5_acc: 0.7525, loss_cls: 2.0672, loss: 2.0672, grad_norm: 2.4948 2020-08-11 22:21:01,569 - mmaction - INFO - Epoch [200][100/940] lr: 4.697e-02, eta: 1 day, 1:13:14, time: 1.590, data_time: 0.008, memory: 9063, top1_acc: 0.5277, top5_acc: 0.7539, loss_cls: 2.0305, loss: 2.0305, grad_norm: 2.5084 2020-08-11 22:21:34,213 - mmaction - INFO - Epoch [200][120/940] lr: 4.697e-02, eta: 1 day, 1:12:39, time: 1.630, data_time: 0.007, memory: 9063, top1_acc: 0.5168, top5_acc: 0.7445, loss_cls: 2.1107, loss: 2.1107, grad_norm: 2.4846 2020-08-11 22:22:07,230 - mmaction - INFO - Epoch [200][140/940] lr: 4.697e-02, eta: 1 day, 1:12:04, time: 1.653, data_time: 0.006, memory: 9063, top1_acc: 0.5285, top5_acc: 0.7549, loss_cls: 2.0579, loss: 2.0579, grad_norm: 2.4456 2020-08-11 22:22:39,981 - mmaction - INFO - Epoch [200][160/940] lr: 4.697e-02, eta: 1 day, 1:11:29, time: 1.633, data_time: 0.005, memory: 9063, top1_acc: 0.5299, top5_acc: 0.7537, loss_cls: 2.0516, loss: 2.0516, grad_norm: 2.3992 2020-08-11 22:23:12,799 - mmaction - INFO - Epoch [200][180/940] lr: 4.697e-02, eta: 1 day, 1:10:55, time: 1.643, data_time: 0.008, memory: 9063, top1_acc: 0.5359, top5_acc: 0.7564, loss_cls: 2.0250, loss: 2.0250, grad_norm: 2.4300 2020-08-11 22:23:45,054 - mmaction - INFO - Epoch [200][200/940] lr: 4.697e-02, eta: 1 day, 1:10:19, time: 1.615, data_time: 0.006, memory: 9063, top1_acc: 0.5277, top5_acc: 0.7664, loss_cls: 2.0296, loss: 2.0296, grad_norm: 2.4798 2020-08-11 22:24:18,686 - mmaction - INFO - Epoch [200][220/940] lr: 4.697e-02, eta: 1 day, 1:09:45, time: 1.679, data_time: 0.007, memory: 9063, top1_acc: 0.5312, top5_acc: 0.7539, loss_cls: 2.0532, loss: 2.0532, grad_norm: 2.4476 2020-08-11 22:24:51,587 - mmaction - INFO - Epoch [200][240/940] lr: 4.697e-02, eta: 1 day, 1:09:10, time: 1.648, data_time: 0.006, memory: 9063, top1_acc: 0.5352, top5_acc: 0.7502, loss_cls: 2.0621, loss: 2.0621, grad_norm: 2.4569 2020-08-11 22:25:25,034 - mmaction - INFO - Epoch [200][260/940] lr: 4.697e-02, eta: 1 day, 1:08:36, time: 1.670, data_time: 0.006, memory: 9063, top1_acc: 0.5234, top5_acc: 0.7496, loss_cls: 2.1016, loss: 2.1016, grad_norm: 2.4973 2020-08-11 22:25:57,224 - mmaction - INFO - Epoch [200][280/940] lr: 4.697e-02, eta: 1 day, 1:08:01, time: 1.612, data_time: 0.006, memory: 9063, top1_acc: 0.5242, top5_acc: 0.7559, loss_cls: 2.0609, loss: 2.0609, grad_norm: 2.4558 2020-08-11 22:26:31,227 - mmaction - INFO - Epoch [200][300/940] lr: 4.697e-02, eta: 1 day, 1:07:27, time: 1.699, data_time: 0.005, memory: 9063, top1_acc: 0.5223, top5_acc: 0.7496, loss_cls: 2.1030, loss: 2.1030, grad_norm: 2.5166 2020-08-11 22:27:04,930 - mmaction - INFO - Epoch [200][320/940] lr: 4.697e-02, eta: 1 day, 1:06:53, time: 1.687, data_time: 0.006, memory: 9063, top1_acc: 0.5238, top5_acc: 0.7506, loss_cls: 2.0926, loss: 2.0926, grad_norm: 2.4412 2020-08-11 22:27:38,563 - mmaction - INFO - Epoch [200][340/940] lr: 4.697e-02, eta: 1 day, 1:06:18, time: 1.677, data_time: 0.004, memory: 9063, top1_acc: 0.5211, top5_acc: 0.7529, loss_cls: 2.0678, loss: 2.0678, grad_norm: 2.4406 2020-08-11 22:28:11,011 - mmaction - INFO - Epoch [200][360/940] lr: 4.697e-02, eta: 1 day, 1:05:43, time: 1.626, data_time: 0.007, memory: 9063, top1_acc: 0.5334, top5_acc: 0.7523, loss_cls: 2.0681, loss: 2.0681, grad_norm: 2.4303 2020-08-11 22:28:44,941 - mmaction - INFO - Epoch [200][380/940] lr: 4.697e-02, eta: 1 day, 1:05:09, time: 1.695, data_time: 0.009, memory: 9063, top1_acc: 0.5334, top5_acc: 0.7545, loss_cls: 2.0301, loss: 2.0301, grad_norm: 2.4930 2020-08-11 22:29:18,799 - mmaction - INFO - Epoch [200][400/940] lr: 4.697e-02, eta: 1 day, 1:04:35, time: 1.694, data_time: 0.007, memory: 9063, top1_acc: 0.5242, top5_acc: 0.7561, loss_cls: 2.0510, loss: 2.0510, grad_norm: 2.4644 2020-08-11 22:29:53,097 - mmaction - INFO - Epoch [200][420/940] lr: 4.697e-02, eta: 1 day, 1:04:02, time: 1.714, data_time: 0.005, memory: 9063, top1_acc: 0.5213, top5_acc: 0.7541, loss_cls: 2.0676, loss: 2.0676, grad_norm: 2.4531 2020-08-11 22:30:27,062 - mmaction - INFO - Epoch [200][440/940] lr: 4.697e-02, eta: 1 day, 1:03:28, time: 1.697, data_time: 0.005, memory: 9063, top1_acc: 0.5305, top5_acc: 0.7521, loss_cls: 2.0626, loss: 2.0626, grad_norm: 2.4661 2020-08-11 22:31:00,989 - mmaction - INFO - Epoch [200][460/940] lr: 4.697e-02, eta: 1 day, 1:02:54, time: 1.699, data_time: 0.007, memory: 9063, top1_acc: 0.5234, top5_acc: 0.7494, loss_cls: 2.0959, loss: 2.0959, grad_norm: 2.4363 2020-08-11 22:31:34,991 - mmaction - INFO - Epoch [200][480/940] lr: 4.697e-02, eta: 1 day, 1:02:20, time: 1.699, data_time: 0.006, memory: 9063, top1_acc: 0.5434, top5_acc: 0.7684, loss_cls: 1.9645, loss: 1.9645, grad_norm: 2.4677 2020-08-11 22:32:08,564 - mmaction - INFO - Epoch [200][500/940] lr: 4.697e-02, eta: 1 day, 1:01:45, time: 1.680, data_time: 0.006, memory: 9063, top1_acc: 0.5195, top5_acc: 0.7420, loss_cls: 2.1069, loss: 2.1069, grad_norm: 2.5173 2020-08-11 22:32:43,466 - mmaction - INFO - Epoch [200][520/940] lr: 4.697e-02, eta: 1 day, 1:01:12, time: 1.744, data_time: 0.005, memory: 9063, top1_acc: 0.5328, top5_acc: 0.7545, loss_cls: 2.0405, loss: 2.0405, grad_norm: 2.4527 2020-08-11 22:33:17,577 - mmaction - INFO - Epoch [200][540/940] lr: 4.697e-02, eta: 1 day, 1:00:38, time: 1.705, data_time: 0.006, memory: 9063, top1_acc: 0.5262, top5_acc: 0.7422, loss_cls: 2.0843, loss: 2.0843, grad_norm: 2.4898 2020-08-11 22:33:51,392 - mmaction - INFO - Epoch [200][560/940] lr: 4.697e-02, eta: 1 day, 1:00:04, time: 1.689, data_time: 0.008, memory: 9063, top1_acc: 0.5225, top5_acc: 0.7445, loss_cls: 2.0918, loss: 2.0918, grad_norm: 2.5419 2020-08-11 22:34:26,764 - mmaction - INFO - Epoch [200][580/940] lr: 4.697e-02, eta: 1 day, 0:59:31, time: 1.766, data_time: 0.007, memory: 9063, top1_acc: 0.5395, top5_acc: 0.7686, loss_cls: 2.0218, loss: 2.0218, grad_norm: 2.4774 2020-08-11 22:35:00,658 - mmaction - INFO - Epoch [200][600/940] lr: 4.697e-02, eta: 1 day, 0:58:58, time: 1.701, data_time: 0.012, memory: 9063, top1_acc: 0.5143, top5_acc: 0.7455, loss_cls: 2.1103, loss: 2.1103, grad_norm: 2.4883 2020-08-11 22:35:35,143 - mmaction - INFO - Epoch [200][620/940] lr: 4.697e-02, eta: 1 day, 0:58:24, time: 1.723, data_time: 0.005, memory: 9063, top1_acc: 0.5146, top5_acc: 0.7369, loss_cls: 2.1450, loss: 2.1450, grad_norm: 2.4683 2020-08-11 22:36:09,562 - mmaction - INFO - Epoch [200][640/940] lr: 4.697e-02, eta: 1 day, 0:57:50, time: 1.720, data_time: 0.007, memory: 9063, top1_acc: 0.5160, top5_acc: 0.7480, loss_cls: 2.0980, loss: 2.0980, grad_norm: 2.4647 2020-08-11 22:36:41,833 - mmaction - INFO - Epoch [200][660/940] lr: 4.697e-02, eta: 1 day, 0:57:15, time: 1.615, data_time: 0.006, memory: 9063, top1_acc: 0.5314, top5_acc: 0.7570, loss_cls: 2.0707, loss: 2.0707, grad_norm: 2.4135 2020-08-11 22:37:14,147 - mmaction - INFO - Epoch [200][680/940] lr: 4.697e-02, eta: 1 day, 0:56:40, time: 1.614, data_time: 0.007, memory: 9063, top1_acc: 0.5230, top5_acc: 0.7420, loss_cls: 2.1129, loss: 2.1129, grad_norm: 2.5129 2020-08-11 22:37:46,240 - mmaction - INFO - Epoch [200][700/940] lr: 4.697e-02, eta: 1 day, 0:56:05, time: 1.607, data_time: 0.007, memory: 9063, top1_acc: 0.5260, top5_acc: 0.7412, loss_cls: 2.1123, loss: 2.1123, grad_norm: 2.4455 2020-08-11 22:38:21,411 - mmaction - INFO - Epoch [200][720/940] lr: 4.697e-02, eta: 1 day, 0:55:32, time: 1.759, data_time: 0.002, memory: 9063, top1_acc: 0.5086, top5_acc: 0.7480, loss_cls: 2.1396, loss: 2.1396, grad_norm: 2.5014 2020-08-11 22:38:55,924 - mmaction - INFO - Epoch [200][740/940] lr: 4.697e-02, eta: 1 day, 0:54:58, time: 1.725, data_time: 0.004, memory: 9063, top1_acc: 0.5229, top5_acc: 0.7527, loss_cls: 2.0730, loss: 2.0730, grad_norm: 2.4839 2020-08-11 22:39:30,974 - mmaction - INFO - Epoch [200][760/940] lr: 4.697e-02, eta: 1 day, 0:54:25, time: 1.753, data_time: 0.002, memory: 9063, top1_acc: 0.5252, top5_acc: 0.7586, loss_cls: 2.0646, loss: 2.0646, grad_norm: 2.4841 2020-08-11 22:40:06,341 - mmaction - INFO - Epoch [200][780/940] lr: 4.697e-02, eta: 1 day, 0:53:52, time: 1.768, data_time: 0.006, memory: 9063, top1_acc: 0.5250, top5_acc: 0.7514, loss_cls: 2.0511, loss: 2.0511, grad_norm: 2.4396 2020-08-11 22:40:40,839 - mmaction - INFO - Epoch [200][800/940] lr: 4.697e-02, eta: 1 day, 0:53:19, time: 1.725, data_time: 0.005, memory: 9063, top1_acc: 0.5402, top5_acc: 0.7609, loss_cls: 2.0170, loss: 2.0170, grad_norm: 2.4712 2020-08-11 22:41:15,648 - mmaction - INFO - Epoch [200][820/940] lr: 4.697e-02, eta: 1 day, 0:52:45, time: 1.737, data_time: 0.005, memory: 9063, top1_acc: 0.5180, top5_acc: 0.7518, loss_cls: 2.0919, loss: 2.0919, grad_norm: 2.5584 2020-08-11 22:41:50,193 - mmaction - INFO - Epoch [200][840/940] lr: 4.697e-02, eta: 1 day, 0:52:12, time: 1.731, data_time: 0.007, memory: 9063, top1_acc: 0.5312, top5_acc: 0.7609, loss_cls: 2.0410, loss: 2.0410, grad_norm: 2.4723 2020-08-11 22:42:25,192 - mmaction - INFO - Epoch [200][860/940] lr: 4.697e-02, eta: 1 day, 0:51:39, time: 1.746, data_time: 0.005, memory: 9063, top1_acc: 0.5166, top5_acc: 0.7486, loss_cls: 2.1034, loss: 2.1034, grad_norm: 2.5028 2020-08-11 22:43:00,056 - mmaction - INFO - Epoch [200][880/940] lr: 4.697e-02, eta: 1 day, 0:51:05, time: 1.747, data_time: 0.007, memory: 9063, top1_acc: 0.5199, top5_acc: 0.7420, loss_cls: 2.0988, loss: 2.0988, grad_norm: 2.4587 2020-08-11 22:43:33,780 - mmaction - INFO - Epoch [200][900/940] lr: 4.697e-02, eta: 1 day, 0:50:31, time: 1.684, data_time: 0.003, memory: 9063, top1_acc: 0.5266, top5_acc: 0.7701, loss_cls: 2.0303, loss: 2.0303, grad_norm: 2.4846 2020-08-11 22:44:08,830 - mmaction - INFO - Epoch [200][920/940] lr: 4.697e-02, eta: 1 day, 0:49:58, time: 1.754, data_time: 0.007, memory: 9063, top1_acc: 0.5156, top5_acc: 0.7449, loss_cls: 2.0995, loss: 2.0995, grad_norm: 2.4932 2020-08-11 22:44:41,830 - mmaction - INFO - Epoch [200][940/940] lr: 4.697e-02, eta: 1 day, 0:49:23, time: 1.649, data_time: 0.006, memory: 9063, top1_acc: 0.5290, top5_acc: 0.7565, loss_cls: 2.0579, loss: 2.0579, grad_norm: 2.4928 2020-08-11 22:44:42,210 - mmaction - INFO - Saving checkpoint at 200 epochs 2020-08-11 22:45:22,857 - mmaction - INFO - Epoch [201][20/940] lr: 4.540e-02, eta: 1 day, 0:48:53, time: 1.914, data_time: 0.331, memory: 9063, top1_acc: 0.5236, top5_acc: 0.7566, loss_cls: 2.0789, loss: 2.0789, grad_norm: 2.4582 2020-08-11 22:45:54,508 - mmaction - INFO - Epoch [201][40/940] lr: 4.540e-02, eta: 1 day, 0:48:17, time: 1.583, data_time: 0.006, memory: 9063, top1_acc: 0.5377, top5_acc: 0.7578, loss_cls: 2.0258, loss: 2.0258, grad_norm: 2.4511 2020-08-11 22:46:27,561 - mmaction - INFO - Epoch [201][60/940] lr: 4.540e-02, eta: 1 day, 0:47:43, time: 1.652, data_time: 0.005, memory: 9063, top1_acc: 0.5350, top5_acc: 0.7482, loss_cls: 2.0717, loss: 2.0717, grad_norm: 2.4764 2020-08-11 22:47:01,269 - mmaction - INFO - Epoch [201][80/940] lr: 4.540e-02, eta: 1 day, 0:47:08, time: 1.687, data_time: 0.007, memory: 9063, top1_acc: 0.5256, top5_acc: 0.7547, loss_cls: 2.0557, loss: 2.0557, grad_norm: 2.4916 2020-08-11 22:47:34,337 - mmaction - INFO - Epoch [201][100/940] lr: 4.540e-02, eta: 1 day, 0:46:34, time: 1.651, data_time: 0.005, memory: 9063, top1_acc: 0.5377, top5_acc: 0.7639, loss_cls: 2.0032, loss: 2.0032, grad_norm: 2.4545 2020-08-11 22:48:06,317 - mmaction - INFO - Epoch [201][120/940] lr: 4.540e-02, eta: 1 day, 0:45:58, time: 1.601, data_time: 0.006, memory: 9063, top1_acc: 0.5279, top5_acc: 0.7525, loss_cls: 2.0905, loss: 2.0905, grad_norm: 2.5092 2020-08-11 22:48:38,713 - mmaction - INFO - Epoch [201][140/940] lr: 4.540e-02, eta: 1 day, 0:45:23, time: 1.619, data_time: 0.005, memory: 9063, top1_acc: 0.5242, top5_acc: 0.7486, loss_cls: 2.0653, loss: 2.0653, grad_norm: 2.5421 2020-08-11 22:49:11,313 - mmaction - INFO - Epoch [201][160/940] lr: 4.540e-02, eta: 1 day, 0:44:48, time: 1.629, data_time: 0.005, memory: 9063, top1_acc: 0.5248, top5_acc: 0.7539, loss_cls: 2.0633, loss: 2.0633, grad_norm: 2.4634 2020-08-11 22:49:43,745 - mmaction - INFO - Epoch [201][180/940] lr: 4.540e-02, eta: 1 day, 0:44:13, time: 1.623, data_time: 0.006, memory: 9063, top1_acc: 0.5270, top5_acc: 0.7602, loss_cls: 2.0366, loss: 2.0366, grad_norm: 2.5707 2020-08-11 22:50:15,928 - mmaction - INFO - Epoch [201][200/940] lr: 4.540e-02, eta: 1 day, 0:43:38, time: 1.607, data_time: 0.005, memory: 9063, top1_acc: 0.5193, top5_acc: 0.7506, loss_cls: 2.0963, loss: 2.0963, grad_norm: 2.5006 2020-08-11 22:50:48,971 - mmaction - INFO - Epoch [201][220/940] lr: 4.540e-02, eta: 1 day, 0:43:03, time: 1.654, data_time: 0.006, memory: 9063, top1_acc: 0.5361, top5_acc: 0.7654, loss_cls: 2.0273, loss: 2.0273, grad_norm: 2.4623 2020-08-11 22:51:22,733 - mmaction - INFO - Epoch [201][240/940] lr: 4.540e-02, eta: 1 day, 0:42:29, time: 1.687, data_time: 0.004, memory: 9063, top1_acc: 0.5227, top5_acc: 0.7512, loss_cls: 2.0776, loss: 2.0776, grad_norm: 2.5007 2020-08-11 22:51:54,322 - mmaction - INFO - Epoch [201][260/940] lr: 4.540e-02, eta: 1 day, 0:41:53, time: 1.580, data_time: 0.004, memory: 9063, top1_acc: 0.5293, top5_acc: 0.7578, loss_cls: 2.0314, loss: 2.0314, grad_norm: 2.4688 2020-08-11 22:52:26,723 - mmaction - INFO - Epoch [201][280/940] lr: 4.540e-02, eta: 1 day, 0:41:18, time: 1.620, data_time: 0.003, memory: 9063, top1_acc: 0.5223, top5_acc: 0.7535, loss_cls: 2.0927, loss: 2.0927, grad_norm: 2.5042 2020-08-11 22:52:58,617 - mmaction - INFO - Epoch [201][300/940] lr: 4.540e-02, eta: 1 day, 0:40:42, time: 1.593, data_time: 0.006, memory: 9063, top1_acc: 0.5201, top5_acc: 0.7594, loss_cls: 2.0822, loss: 2.0822, grad_norm: 2.4860 2020-08-11 22:53:31,465 - mmaction - INFO - Epoch [201][320/940] lr: 4.540e-02, eta: 1 day, 0:40:08, time: 1.644, data_time: 0.006, memory: 9063, top1_acc: 0.5195, top5_acc: 0.7512, loss_cls: 2.0861, loss: 2.0861, grad_norm: 2.4912 2020-08-11 22:54:03,457 - mmaction - INFO - Epoch [201][340/940] lr: 4.540e-02, eta: 1 day, 0:39:32, time: 1.598, data_time: 0.005, memory: 9063, top1_acc: 0.5234, top5_acc: 0.7545, loss_cls: 2.0791, loss: 2.0791, grad_norm: 2.5102 2020-08-11 22:54:35,232 - mmaction - INFO - Epoch [201][360/940] lr: 4.540e-02, eta: 1 day, 0:38:57, time: 1.589, data_time: 0.007, memory: 9063, top1_acc: 0.5336, top5_acc: 0.7605, loss_cls: 2.0295, loss: 2.0295, grad_norm: 2.4853 2020-08-11 22:55:07,677 - mmaction - INFO - Epoch [201][380/940] lr: 4.540e-02, eta: 1 day, 0:38:22, time: 1.624, data_time: 0.008, memory: 9063, top1_acc: 0.5297, top5_acc: 0.7486, loss_cls: 2.0639, loss: 2.0639, grad_norm: 2.5645 2020-08-11 22:55:39,491 - mmaction - INFO - Epoch [201][400/940] lr: 4.540e-02, eta: 1 day, 0:37:46, time: 1.590, data_time: 0.002, memory: 9063, top1_acc: 0.5275, top5_acc: 0.7543, loss_cls: 2.0543, loss: 2.0543, grad_norm: 2.5151 2020-08-11 22:56:11,745 - mmaction - INFO - Epoch [201][420/940] lr: 4.540e-02, eta: 1 day, 0:37:11, time: 1.611, data_time: 0.005, memory: 9063, top1_acc: 0.5311, top5_acc: 0.7537, loss_cls: 2.0634, loss: 2.0634, grad_norm: 2.4495 2020-08-11 22:56:44,317 - mmaction - INFO - Epoch [201][440/940] lr: 4.540e-02, eta: 1 day, 0:36:36, time: 1.630, data_time: 0.007, memory: 9063, top1_acc: 0.5277, top5_acc: 0.7564, loss_cls: 2.0354, loss: 2.0354, grad_norm: 2.5224 2020-08-11 22:57:15,959 - mmaction - INFO - Epoch [201][460/940] lr: 4.540e-02, eta: 1 day, 0:36:00, time: 1.579, data_time: 0.007, memory: 9063, top1_acc: 0.5078, top5_acc: 0.7510, loss_cls: 2.1040, loss: 2.1040, grad_norm: 2.5339 2020-08-11 22:57:48,639 - mmaction - INFO - Epoch [201][480/940] lr: 4.540e-02, eta: 1 day, 0:35:25, time: 1.637, data_time: 0.006, memory: 9063, top1_acc: 0.5242, top5_acc: 0.7578, loss_cls: 2.0581, loss: 2.0581, grad_norm: 2.5134 2020-08-11 22:58:22,247 - mmaction - INFO - Epoch [201][500/940] lr: 4.540e-02, eta: 1 day, 0:34:51, time: 1.678, data_time: 0.005, memory: 9063, top1_acc: 0.5322, top5_acc: 0.7621, loss_cls: 2.0330, loss: 2.0330, grad_norm: 2.4571 2020-08-11 22:58:54,478 - mmaction - INFO - Epoch [201][520/940] lr: 4.540e-02, eta: 1 day, 0:34:16, time: 1.614, data_time: 0.006, memory: 9063, top1_acc: 0.5182, top5_acc: 0.7557, loss_cls: 2.0605, loss: 2.0605, grad_norm: 2.5203 2020-08-11 22:59:27,661 - mmaction - INFO - Epoch [201][540/940] lr: 4.540e-02, eta: 1 day, 0:33:41, time: 1.659, data_time: 0.002, memory: 9063, top1_acc: 0.5166, top5_acc: 0.7443, loss_cls: 2.1015, loss: 2.1015, grad_norm: 2.5041 2020-08-11 23:00:00,621 - mmaction - INFO - Epoch [201][560/940] lr: 4.540e-02, eta: 1 day, 0:33:06, time: 1.644, data_time: 0.006, memory: 9063, top1_acc: 0.5182, top5_acc: 0.7457, loss_cls: 2.0926, loss: 2.0926, grad_norm: 2.4958 2020-08-11 23:00:36,239 - mmaction - INFO - Epoch [201][580/940] lr: 4.540e-02, eta: 1 day, 0:32:34, time: 1.780, data_time: 0.007, memory: 9063, top1_acc: 0.5295, top5_acc: 0.7582, loss_cls: 2.0378, loss: 2.0378, grad_norm: 2.5225 2020-08-11 23:01:08,226 - mmaction - INFO - Epoch [201][600/940] lr: 4.540e-02, eta: 1 day, 0:31:58, time: 1.602, data_time: 0.016, memory: 9063, top1_acc: 0.5195, top5_acc: 0.7520, loss_cls: 2.0896, loss: 2.0896, grad_norm: 2.5176 2020-08-11 23:01:41,631 - mmaction - INFO - Epoch [201][620/940] lr: 4.540e-02, eta: 1 day, 0:31:24, time: 1.671, data_time: 0.006, memory: 9063, top1_acc: 0.5244, top5_acc: 0.7535, loss_cls: 2.0364, loss: 2.0364, grad_norm: 2.4706 2020-08-11 23:02:15,356 - mmaction - INFO - Epoch [201][640/940] lr: 4.540e-02, eta: 1 day, 0:30:50, time: 1.686, data_time: 0.008, memory: 9063, top1_acc: 0.5381, top5_acc: 0.7588, loss_cls: 2.0159, loss: 2.0159, grad_norm: 2.5889 2020-08-11 23:02:48,923 - mmaction - INFO - Epoch [201][660/940] lr: 4.540e-02, eta: 1 day, 0:30:16, time: 1.680, data_time: 0.006, memory: 9063, top1_acc: 0.5197, top5_acc: 0.7494, loss_cls: 2.0953, loss: 2.0953, grad_norm: 2.5319 2020-08-11 23:03:22,558 - mmaction - INFO - Epoch [201][680/940] lr: 4.540e-02, eta: 1 day, 0:29:41, time: 1.677, data_time: 0.005, memory: 9063, top1_acc: 0.5324, top5_acc: 0.7635, loss_cls: 2.0083, loss: 2.0083, grad_norm: 2.4757 2020-08-11 23:03:56,578 - mmaction - INFO - Epoch [201][700/940] lr: 4.540e-02, eta: 1 day, 0:29:08, time: 1.705, data_time: 0.008, memory: 9063, top1_acc: 0.5242, top5_acc: 0.7486, loss_cls: 2.0684, loss: 2.0684, grad_norm: 2.5492 2020-08-11 23:04:30,214 - mmaction - INFO - Epoch [201][720/940] lr: 4.540e-02, eta: 1 day, 0:28:33, time: 1.681, data_time: 0.006, memory: 9063, top1_acc: 0.5189, top5_acc: 0.7482, loss_cls: 2.0911, loss: 2.0911, grad_norm: 2.5398 2020-08-11 23:05:04,441 - mmaction - INFO - Epoch [201][740/940] lr: 4.540e-02, eta: 1 day, 0:28:00, time: 1.712, data_time: 0.005, memory: 9063, top1_acc: 0.5305, top5_acc: 0.7543, loss_cls: 2.0340, loss: 2.0340, grad_norm: 2.5192 2020-08-11 23:05:38,869 - mmaction - INFO - Epoch [201][760/940] lr: 4.540e-02, eta: 1 day, 0:27:26, time: 1.722, data_time: 0.003, memory: 9063, top1_acc: 0.5287, top5_acc: 0.7607, loss_cls: 2.0430, loss: 2.0430, grad_norm: 2.5417 2020-08-11 23:06:13,957 - mmaction - INFO - Epoch [201][780/940] lr: 4.540e-02, eta: 1 day, 0:26:53, time: 1.754, data_time: 0.005, memory: 9063, top1_acc: 0.5127, top5_acc: 0.7420, loss_cls: 2.1183, loss: 2.1183, grad_norm: 2.5426 2020-08-11 23:06:47,430 - mmaction - INFO - Epoch [201][800/940] lr: 4.540e-02, eta: 1 day, 0:26:19, time: 1.674, data_time: 0.004, memory: 9063, top1_acc: 0.5293, top5_acc: 0.7588, loss_cls: 2.0373, loss: 2.0373, grad_norm: 2.4752 2020-08-11 23:07:21,502 - mmaction - INFO - Epoch [201][820/940] lr: 4.540e-02, eta: 1 day, 0:25:45, time: 1.703, data_time: 0.005, memory: 9063, top1_acc: 0.5299, top5_acc: 0.7572, loss_cls: 2.0318, loss: 2.0318, grad_norm: 2.5601 2020-08-11 23:07:54,307 - mmaction - INFO - Epoch [201][840/940] lr: 4.540e-02, eta: 1 day, 0:25:10, time: 1.640, data_time: 0.005, memory: 9063, top1_acc: 0.5330, top5_acc: 0.7584, loss_cls: 2.0436, loss: 2.0436, grad_norm: 2.4996 2020-08-11 23:08:27,580 - mmaction - INFO - Epoch [201][860/940] lr: 4.540e-02, eta: 1 day, 0:24:36, time: 1.662, data_time: 0.006, memory: 9063, top1_acc: 0.5225, top5_acc: 0.7473, loss_cls: 2.0743, loss: 2.0743, grad_norm: 2.4525 2020-08-11 23:09:00,712 - mmaction - INFO - Epoch [201][880/940] lr: 4.540e-02, eta: 1 day, 0:24:01, time: 1.657, data_time: 0.006, memory: 9063, top1_acc: 0.5307, top5_acc: 0.7551, loss_cls: 2.0565, loss: 2.0565, grad_norm: 2.5146 2020-08-11 23:09:34,706 - mmaction - INFO - Epoch [201][900/940] lr: 4.540e-02, eta: 1 day, 0:23:27, time: 1.699, data_time: 0.005, memory: 9063, top1_acc: 0.5336, top5_acc: 0.7547, loss_cls: 2.0478, loss: 2.0478, grad_norm: 2.4823 2020-08-11 23:10:09,878 - mmaction - INFO - Epoch [201][920/940] lr: 4.540e-02, eta: 1 day, 0:22:54, time: 1.760, data_time: 0.007, memory: 9063, top1_acc: 0.5262, top5_acc: 0.7502, loss_cls: 2.0965, loss: 2.0965, grad_norm: 2.5071 2020-08-11 23:10:44,140 - mmaction - INFO - Epoch [201][940/940] lr: 4.540e-02, eta: 1 day, 0:22:20, time: 1.713, data_time: 0.003, memory: 9063, top1_acc: 0.5219, top5_acc: 0.7415, loss_cls: 2.1264, loss: 2.1264, grad_norm: 2.5345 2020-08-11 23:11:25,872 - mmaction - INFO - Epoch [202][20/940] lr: 4.385e-02, eta: 1 day, 0:21:52, time: 2.063, data_time: 0.597, memory: 9063, top1_acc: 0.5264, top5_acc: 0.7633, loss_cls: 2.0438, loss: 2.0438, grad_norm: 2.5042 2020-08-11 23:11:57,388 - mmaction - INFO - Epoch [202][40/940] lr: 4.385e-02, eta: 1 day, 0:21:16, time: 1.577, data_time: 0.006, memory: 9063, top1_acc: 0.5414, top5_acc: 0.7633, loss_cls: 1.9923, loss: 1.9923, grad_norm: 2.4883 2020-08-11 23:12:31,044 - mmaction - INFO - Epoch [202][60/940] lr: 4.385e-02, eta: 1 day, 0:20:42, time: 1.683, data_time: 0.004, memory: 9063, top1_acc: 0.5246, top5_acc: 0.7598, loss_cls: 2.0459, loss: 2.0459, grad_norm: 2.5069 2020-08-11 23:13:05,896 - mmaction - INFO - Epoch [202][80/940] lr: 4.385e-02, eta: 1 day, 0:20:09, time: 1.741, data_time: 0.002, memory: 9063, top1_acc: 0.5303, top5_acc: 0.7500, loss_cls: 2.0756, loss: 2.0756, grad_norm: 2.5217 2020-08-11 23:13:40,906 - mmaction - INFO - Epoch [202][100/940] lr: 4.385e-02, eta: 1 day, 0:19:36, time: 1.749, data_time: 0.007, memory: 9063, top1_acc: 0.5338, top5_acc: 0.7562, loss_cls: 2.0230, loss: 2.0230, grad_norm: 2.5037 2020-08-11 23:14:15,909 - mmaction - INFO - Epoch [202][120/940] lr: 4.385e-02, eta: 1 day, 0:19:03, time: 1.753, data_time: 0.006, memory: 9063, top1_acc: 0.5299, top5_acc: 0.7623, loss_cls: 2.0147, loss: 2.0147, grad_norm: 2.4912 2020-08-11 23:14:49,962 - mmaction - INFO - Epoch [202][140/940] lr: 4.385e-02, eta: 1 day, 0:18:29, time: 1.703, data_time: 0.006, memory: 9063, top1_acc: 0.5301, top5_acc: 0.7506, loss_cls: 2.0595, loss: 2.0595, grad_norm: 2.5240 2020-08-11 23:15:24,472 - mmaction - INFO - Epoch [202][160/940] lr: 4.385e-02, eta: 1 day, 0:17:55, time: 1.724, data_time: 0.005, memory: 9063, top1_acc: 0.5357, top5_acc: 0.7617, loss_cls: 2.0357, loss: 2.0357, grad_norm: 2.4834 2020-08-11 23:15:59,243 - mmaction - INFO - Epoch [202][180/940] lr: 4.385e-02, eta: 1 day, 0:17:22, time: 1.741, data_time: 0.006, memory: 9063, top1_acc: 0.5379, top5_acc: 0.7607, loss_cls: 2.0426, loss: 2.0426, grad_norm: 2.5107 2020-08-11 23:16:33,876 - mmaction - INFO - Epoch [202][200/940] lr: 4.385e-02, eta: 1 day, 0:16:48, time: 1.730, data_time: 0.005, memory: 9063, top1_acc: 0.5389, top5_acc: 0.7650, loss_cls: 2.0046, loss: 2.0046, grad_norm: 2.4556 2020-08-11 23:17:07,438 - mmaction - INFO - Epoch [202][220/940] lr: 4.385e-02, eta: 1 day, 0:16:14, time: 1.680, data_time: 0.006, memory: 9063, top1_acc: 0.5252, top5_acc: 0.7547, loss_cls: 2.0591, loss: 2.0591, grad_norm: 2.5558 2020-08-11 23:17:41,910 - mmaction - INFO - Epoch [202][240/940] lr: 4.385e-02, eta: 1 day, 0:15:41, time: 1.722, data_time: 0.005, memory: 9063, top1_acc: 0.5299, top5_acc: 0.7545, loss_cls: 2.0156, loss: 2.0156, grad_norm: 2.5263 2020-08-11 23:18:16,014 - mmaction - INFO - Epoch [202][260/940] lr: 4.385e-02, eta: 1 day, 0:15:07, time: 1.706, data_time: 0.005, memory: 9063, top1_acc: 0.5295, top5_acc: 0.7555, loss_cls: 2.0312, loss: 2.0312, grad_norm: 2.5283 2020-08-11 23:18:50,922 - mmaction - INFO - Epoch [202][280/940] lr: 4.385e-02, eta: 1 day, 0:14:34, time: 1.746, data_time: 0.005, memory: 9063, top1_acc: 0.5275, top5_acc: 0.7508, loss_cls: 2.0660, loss: 2.0660, grad_norm: 2.5304 2020-08-11 23:19:26,404 - mmaction - INFO - Epoch [202][300/940] lr: 4.385e-02, eta: 1 day, 0:14:01, time: 1.774, data_time: 0.002, memory: 9063, top1_acc: 0.5271, top5_acc: 0.7631, loss_cls: 2.0259, loss: 2.0259, grad_norm: 2.4991 2020-08-11 23:20:01,483 - mmaction - INFO - Epoch [202][320/940] lr: 4.385e-02, eta: 1 day, 0:13:28, time: 1.753, data_time: 0.005, memory: 9063, top1_acc: 0.5371, top5_acc: 0.7547, loss_cls: 2.0385, loss: 2.0385, grad_norm: 2.5420 2020-08-11 23:20:36,350 - mmaction - INFO - Epoch [202][340/940] lr: 4.385e-02, eta: 1 day, 0:12:54, time: 1.743, data_time: 0.005, memory: 9063, top1_acc: 0.5348, top5_acc: 0.7574, loss_cls: 2.0332, loss: 2.0332, grad_norm: 2.5068 2020-08-11 23:21:10,865 - mmaction - INFO - Epoch [202][360/940] lr: 4.385e-02, eta: 1 day, 0:12:21, time: 1.726, data_time: 0.007, memory: 9063, top1_acc: 0.5303, top5_acc: 0.7578, loss_cls: 2.0609, loss: 2.0609, grad_norm: 2.5489 2020-08-11 23:21:46,494 - mmaction - INFO - Epoch [202][380/940] lr: 4.385e-02, eta: 1 day, 0:11:48, time: 1.783, data_time: 0.005, memory: 9063, top1_acc: 0.5168, top5_acc: 0.7463, loss_cls: 2.0792, loss: 2.0792, grad_norm: 2.5271 2020-08-11 23:22:21,460 - mmaction - INFO - Epoch [202][400/940] lr: 4.385e-02, eta: 1 day, 0:11:15, time: 1.747, data_time: 0.005, memory: 9063, top1_acc: 0.5318, top5_acc: 0.7525, loss_cls: 2.0293, loss: 2.0293, grad_norm: 2.5261 2020-08-11 23:22:56,427 - mmaction - INFO - Epoch [202][420/940] lr: 4.385e-02, eta: 1 day, 0:10:42, time: 1.749, data_time: 0.005, memory: 9063, top1_acc: 0.5293, top5_acc: 0.7525, loss_cls: 2.0652, loss: 2.0652, grad_norm: 2.4874 2020-08-11 23:23:30,946 - mmaction - INFO - Epoch [202][440/940] lr: 4.385e-02, eta: 1 day, 0:10:08, time: 1.724, data_time: 0.007, memory: 9063, top1_acc: 0.5258, top5_acc: 0.7531, loss_cls: 2.0765, loss: 2.0765, grad_norm: 2.5650 2020-08-11 23:24:05,228 - mmaction - INFO - Epoch [202][460/940] lr: 4.385e-02, eta: 1 day, 0:09:35, time: 1.714, data_time: 0.006, memory: 9063, top1_acc: 0.5268, top5_acc: 0.7521, loss_cls: 2.0547, loss: 2.0547, grad_norm: 2.5347 2020-08-11 23:24:40,596 - mmaction - INFO - Epoch [202][480/940] lr: 4.385e-02, eta: 1 day, 0:09:02, time: 1.770, data_time: 0.008, memory: 9063, top1_acc: 0.5189, top5_acc: 0.7500, loss_cls: 2.0655, loss: 2.0655, grad_norm: 2.5852 2020-08-11 23:25:15,456 - mmaction - INFO - Epoch [202][500/940] lr: 4.385e-02, eta: 1 day, 0:08:28, time: 1.745, data_time: 0.005, memory: 9063, top1_acc: 0.5322, top5_acc: 0.7588, loss_cls: 2.0279, loss: 2.0279, grad_norm: 2.4869 2020-08-11 23:25:50,530 - mmaction - INFO - Epoch [202][520/940] lr: 4.385e-02, eta: 1 day, 0:07:55, time: 1.754, data_time: 0.003, memory: 9063, top1_acc: 0.5246, top5_acc: 0.7443, loss_cls: 2.0866, loss: 2.0866, grad_norm: 2.5217 2020-08-11 23:26:25,747 - mmaction - INFO - Epoch [202][540/940] lr: 4.385e-02, eta: 1 day, 0:07:22, time: 1.758, data_time: 0.007, memory: 9063, top1_acc: 0.5338, top5_acc: 0.7686, loss_cls: 1.9778, loss: 1.9778, grad_norm: 2.5114 2020-08-11 23:27:00,132 - mmaction - INFO - Epoch [202][560/940] lr: 4.385e-02, eta: 1 day, 0:06:49, time: 1.722, data_time: 0.006, memory: 9063, top1_acc: 0.5318, top5_acc: 0.7516, loss_cls: 2.0403, loss: 2.0403, grad_norm: 2.4943 2020-08-11 23:27:35,659 - mmaction - INFO - Epoch [202][580/940] lr: 4.385e-02, eta: 1 day, 0:06:16, time: 1.773, data_time: 0.005, memory: 9063, top1_acc: 0.5250, top5_acc: 0.7479, loss_cls: 2.0786, loss: 2.0786, grad_norm: 2.5452 2020-08-11 23:28:10,885 - mmaction - INFO - Epoch [202][600/940] lr: 4.385e-02, eta: 1 day, 0:05:43, time: 1.760, data_time: 0.007, memory: 9063, top1_acc: 0.5131, top5_acc: 0.7479, loss_cls: 2.1132, loss: 2.1132, grad_norm: 2.5750 2020-08-11 23:28:46,177 - mmaction - INFO - Epoch [202][620/940] lr: 4.385e-02, eta: 1 day, 0:05:10, time: 1.768, data_time: 0.010, memory: 9063, top1_acc: 0.5213, top5_acc: 0.7529, loss_cls: 2.0659, loss: 2.0659, grad_norm: 2.5428 2020-08-11 23:29:20,195 - mmaction - INFO - Epoch [202][640/940] lr: 4.385e-02, eta: 1 day, 0:04:36, time: 1.702, data_time: 0.007, memory: 9063, top1_acc: 0.5193, top5_acc: 0.7490, loss_cls: 2.0681, loss: 2.0681, grad_norm: 2.5479 2020-08-11 23:29:55,767 - mmaction - INFO - Epoch [202][660/940] lr: 4.385e-02, eta: 1 day, 0:04:03, time: 1.778, data_time: 0.005, memory: 9063, top1_acc: 0.5352, top5_acc: 0.7588, loss_cls: 2.0233, loss: 2.0233, grad_norm: 2.5214 2020-08-11 23:30:30,755 - mmaction - INFO - Epoch [202][680/940] lr: 4.385e-02, eta: 1 day, 0:03:30, time: 1.750, data_time: 0.005, memory: 9063, top1_acc: 0.5295, top5_acc: 0.7543, loss_cls: 2.0539, loss: 2.0539, grad_norm: 2.5450 2020-08-11 23:31:06,599 - mmaction - INFO - Epoch [202][700/940] lr: 4.385e-02, eta: 1 day, 0:02:57, time: 1.793, data_time: 0.006, memory: 9063, top1_acc: 0.5338, top5_acc: 0.7564, loss_cls: 2.0284, loss: 2.0284, grad_norm: 2.5174 2020-08-11 23:31:39,751 - mmaction - INFO - Epoch [202][720/940] lr: 4.385e-02, eta: 1 day, 0:02:23, time: 1.656, data_time: 0.007, memory: 9063, top1_acc: 0.5297, top5_acc: 0.7564, loss_cls: 2.0388, loss: 2.0388, grad_norm: 2.5247 2020-08-11 23:32:14,986 - mmaction - INFO - Epoch [202][740/940] lr: 4.385e-02, eta: 1 day, 0:01:50, time: 1.762, data_time: 0.006, memory: 9063, top1_acc: 0.5307, top5_acc: 0.7615, loss_cls: 2.0351, loss: 2.0351, grad_norm: 2.5322 2020-08-11 23:32:50,331 - mmaction - INFO - Epoch [202][760/940] lr: 4.385e-02, eta: 1 day, 0:01:17, time: 1.768, data_time: 0.005, memory: 9063, top1_acc: 0.5238, top5_acc: 0.7543, loss_cls: 2.0644, loss: 2.0644, grad_norm: 2.5341 2020-08-11 23:33:26,110 - mmaction - INFO - Epoch [202][780/940] lr: 4.385e-02, eta: 1 day, 0:00:44, time: 1.789, data_time: 0.005, memory: 9063, top1_acc: 0.5334, top5_acc: 0.7518, loss_cls: 2.0621, loss: 2.0621, grad_norm: 2.4982 2020-08-11 23:34:00,917 - mmaction - INFO - Epoch [202][800/940] lr: 4.385e-02, eta: 1 day, 0:00:11, time: 1.739, data_time: 0.009, memory: 9063, top1_acc: 0.5336, top5_acc: 0.7549, loss_cls: 2.0455, loss: 2.0455, grad_norm: 2.4873 2020-08-11 23:34:36,881 - mmaction - INFO - Epoch [202][820/940] lr: 4.385e-02, eta: 23:59:39, time: 1.800, data_time: 0.006, memory: 9063, top1_acc: 0.5379, top5_acc: 0.7561, loss_cls: 2.0052, loss: 2.0052, grad_norm: 2.5041 2020-08-11 23:35:13,217 - mmaction - INFO - Epoch [202][840/940] lr: 4.385e-02, eta: 23:59:06, time: 1.812, data_time: 0.005, memory: 9063, top1_acc: 0.5236, top5_acc: 0.7561, loss_cls: 2.0579, loss: 2.0579, grad_norm: 2.5326 2020-08-11 23:35:48,163 - mmaction - INFO - Epoch [202][860/940] lr: 4.385e-02, eta: 23:58:33, time: 1.750, data_time: 0.008, memory: 9063, top1_acc: 0.5264, top5_acc: 0.7506, loss_cls: 2.0779, loss: 2.0779, grad_norm: 2.5669 2020-08-11 23:36:23,484 - mmaction - INFO - Epoch [202][880/940] lr: 4.385e-02, eta: 23:58:00, time: 1.768, data_time: 0.006, memory: 9063, top1_acc: 0.5373, top5_acc: 0.7576, loss_cls: 2.0406, loss: 2.0406, grad_norm: 2.5184 2020-08-11 23:36:58,505 - mmaction - INFO - Epoch [202][900/940] lr: 4.385e-02, eta: 23:57:27, time: 1.749, data_time: 0.005, memory: 9063, top1_acc: 0.5293, top5_acc: 0.7494, loss_cls: 2.0569, loss: 2.0569, grad_norm: 2.4984 2020-08-11 23:37:33,382 - mmaction - INFO - Epoch [202][920/940] lr: 4.385e-02, eta: 23:56:54, time: 1.745, data_time: 0.005, memory: 9063, top1_acc: 0.5248, top5_acc: 0.7578, loss_cls: 2.0525, loss: 2.0525, grad_norm: 2.5562 2020-08-11 23:38:05,730 - mmaction - INFO - Epoch [202][940/940] lr: 4.385e-02, eta: 23:56:19, time: 1.616, data_time: 0.006, memory: 9063, top1_acc: 0.5138, top5_acc: 0.7449, loss_cls: 2.1227, loss: 2.1227, grad_norm: 2.5894 2020-08-11 23:38:45,107 - mmaction - INFO - Epoch [203][20/940] lr: 4.233e-02, eta: 23:55:48, time: 1.950, data_time: 0.421, memory: 9063, top1_acc: 0.5219, top5_acc: 0.7545, loss_cls: 2.0387, loss: 2.0387, grad_norm: 2.4888 2020-08-11 23:39:18,273 - mmaction - INFO - Epoch [203][40/940] lr: 4.233e-02, eta: 23:55:14, time: 1.658, data_time: 0.005, memory: 9063, top1_acc: 0.5289, top5_acc: 0.7633, loss_cls: 2.0171, loss: 2.0171, grad_norm: 2.5352 2020-08-11 23:39:52,443 - mmaction - INFO - Epoch [203][60/940] lr: 4.233e-02, eta: 23:54:40, time: 1.709, data_time: 0.004, memory: 9063, top1_acc: 0.5434, top5_acc: 0.7662, loss_cls: 1.9724, loss: 1.9724, grad_norm: 2.5727 2020-08-11 23:40:27,515 - mmaction - INFO - Epoch [203][80/940] lr: 4.233e-02, eta: 23:54:07, time: 1.751, data_time: 0.007, memory: 9063, top1_acc: 0.5420, top5_acc: 0.7596, loss_cls: 2.0102, loss: 2.0102, grad_norm: 2.5327 2020-08-11 23:41:04,037 - mmaction - INFO - Epoch [203][100/940] lr: 4.233e-02, eta: 23:53:35, time: 1.829, data_time: 0.007, memory: 9063, top1_acc: 0.5457, top5_acc: 0.7684, loss_cls: 1.9900, loss: 1.9900, grad_norm: 2.5373 2020-08-11 23:41:38,636 - mmaction - INFO - Epoch [203][120/940] lr: 4.233e-02, eta: 23:53:01, time: 1.728, data_time: 0.005, memory: 9063, top1_acc: 0.5365, top5_acc: 0.7582, loss_cls: 2.0188, loss: 2.0188, grad_norm: 2.5205 2020-08-11 23:42:15,111 - mmaction - INFO - Epoch [203][140/940] lr: 4.233e-02, eta: 23:52:29, time: 1.824, data_time: 0.005, memory: 9063, top1_acc: 0.5453, top5_acc: 0.7652, loss_cls: 2.0150, loss: 2.0150, grad_norm: 2.5383 2020-08-11 23:42:50,557 - mmaction - INFO - Epoch [203][160/940] lr: 4.233e-02, eta: 23:51:56, time: 1.770, data_time: 0.006, memory: 9063, top1_acc: 0.5393, top5_acc: 0.7619, loss_cls: 2.0172, loss: 2.0172, grad_norm: 2.5208 2020-08-11 23:43:25,470 - mmaction - INFO - Epoch [203][180/940] lr: 4.233e-02, eta: 23:51:23, time: 1.750, data_time: 0.006, memory: 9063, top1_acc: 0.5176, top5_acc: 0.7432, loss_cls: 2.0622, loss: 2.0622, grad_norm: 2.6114 2020-08-11 23:44:01,941 - mmaction - INFO - Epoch [203][200/940] lr: 4.233e-02, eta: 23:50:51, time: 1.819, data_time: 0.007, memory: 9063, top1_acc: 0.5420, top5_acc: 0.7621, loss_cls: 1.9896, loss: 1.9896, grad_norm: 2.5401 2020-08-11 23:44:36,175 - mmaction - INFO - Epoch [203][220/940] lr: 4.233e-02, eta: 23:50:17, time: 1.714, data_time: 0.007, memory: 9063, top1_acc: 0.5338, top5_acc: 0.7662, loss_cls: 1.9943, loss: 1.9943, grad_norm: 2.6057 2020-08-11 23:45:12,150 - mmaction - INFO - Epoch [203][240/940] lr: 4.233e-02, eta: 23:49:45, time: 1.798, data_time: 0.007, memory: 9063, top1_acc: 0.5258, top5_acc: 0.7623, loss_cls: 2.0346, loss: 2.0346, grad_norm: 2.5586 2020-08-11 23:45:48,456 - mmaction - INFO - Epoch [203][260/940] lr: 4.233e-02, eta: 23:49:12, time: 1.818, data_time: 0.005, memory: 9063, top1_acc: 0.5363, top5_acc: 0.7662, loss_cls: 1.9753, loss: 1.9753, grad_norm: 2.4675 2020-08-11 23:46:23,912 - mmaction - INFO - Epoch [203][280/940] lr: 4.233e-02, eta: 23:48:39, time: 1.771, data_time: 0.007, memory: 9063, top1_acc: 0.5412, top5_acc: 0.7680, loss_cls: 1.9917, loss: 1.9917, grad_norm: 2.5471 2020-08-11 23:46:58,673 - mmaction - INFO - Epoch [203][300/940] lr: 4.233e-02, eta: 23:48:06, time: 1.740, data_time: 0.005, memory: 9063, top1_acc: 0.5314, top5_acc: 0.7564, loss_cls: 2.0132, loss: 2.0132, grad_norm: 2.5347 2020-08-11 23:47:33,890 - mmaction - INFO - Epoch [203][320/940] lr: 4.233e-02, eta: 23:47:33, time: 1.759, data_time: 0.006, memory: 9063, top1_acc: 0.5262, top5_acc: 0.7576, loss_cls: 2.0437, loss: 2.0437, grad_norm: 2.5526 2020-08-11 23:48:08,094 - mmaction - INFO - Epoch [203][340/940] lr: 4.233e-02, eta: 23:46:59, time: 1.712, data_time: 0.006, memory: 9063, top1_acc: 0.5420, top5_acc: 0.7633, loss_cls: 1.9820, loss: 1.9820, grad_norm: 2.5365 2020-08-11 23:48:42,539 - mmaction - INFO - Epoch [203][360/940] lr: 4.233e-02, eta: 23:46:26, time: 1.721, data_time: 0.005, memory: 9063, top1_acc: 0.5352, top5_acc: 0.7570, loss_cls: 2.0049, loss: 2.0049, grad_norm: 2.5354 2020-08-11 23:49:17,411 - mmaction - INFO - Epoch [203][380/940] lr: 4.233e-02, eta: 23:45:52, time: 1.745, data_time: 0.006, memory: 9063, top1_acc: 0.5447, top5_acc: 0.7639, loss_cls: 1.9957, loss: 1.9957, grad_norm: 2.5049 2020-08-11 23:49:50,632 - mmaction - INFO - Epoch [203][400/940] lr: 4.233e-02, eta: 23:45:18, time: 1.659, data_time: 0.005, memory: 9063, top1_acc: 0.5273, top5_acc: 0.7555, loss_cls: 2.0600, loss: 2.0600, grad_norm: 2.5238 2020-08-11 23:50:25,112 - mmaction - INFO - Epoch [203][420/940] lr: 4.233e-02, eta: 23:44:44, time: 1.724, data_time: 0.006, memory: 9063, top1_acc: 0.5355, top5_acc: 0.7650, loss_cls: 2.0353, loss: 2.0353, grad_norm: 2.5835 2020-08-11 23:50:57,910 - mmaction - INFO - Epoch [203][440/940] lr: 4.233e-02, eta: 23:44:09, time: 1.642, data_time: 0.006, memory: 9063, top1_acc: 0.5293, top5_acc: 0.7584, loss_cls: 2.0541, loss: 2.0541, grad_norm: 2.5006 2020-08-11 23:51:31,954 - mmaction - INFO - Epoch [203][460/940] lr: 4.233e-02, eta: 23:43:35, time: 1.700, data_time: 0.006, memory: 9063, top1_acc: 0.5396, top5_acc: 0.7602, loss_cls: 1.9937, loss: 1.9937, grad_norm: 2.5178 2020-08-11 23:52:04,952 - mmaction - INFO - Epoch [203][480/940] lr: 4.233e-02, eta: 23:43:01, time: 1.651, data_time: 0.005, memory: 9063, top1_acc: 0.5328, top5_acc: 0.7570, loss_cls: 2.0229, loss: 2.0229, grad_norm: 2.5178 2020-08-11 23:52:37,464 - mmaction - INFO - Epoch [203][500/940] lr: 4.233e-02, eta: 23:42:26, time: 1.624, data_time: 0.005, memory: 9063, top1_acc: 0.5404, top5_acc: 0.7664, loss_cls: 1.9934, loss: 1.9934, grad_norm: 2.5969 2020-08-11 23:53:10,681 - mmaction - INFO - Epoch [203][520/940] lr: 4.233e-02, eta: 23:41:51, time: 1.660, data_time: 0.005, memory: 9063, top1_acc: 0.5393, top5_acc: 0.7635, loss_cls: 2.0218, loss: 2.0218, grad_norm: 2.5589 2020-08-11 23:53:43,942 - mmaction - INFO - Epoch [203][540/940] lr: 4.233e-02, eta: 23:41:17, time: 1.664, data_time: 0.008, memory: 9063, top1_acc: 0.5354, top5_acc: 0.7609, loss_cls: 2.0053, loss: 2.0053, grad_norm: 2.5934 2020-08-11 23:54:16,009 - mmaction - INFO - Epoch [203][560/940] lr: 4.233e-02, eta: 23:40:42, time: 1.605, data_time: 0.005, memory: 9063, top1_acc: 0.5316, top5_acc: 0.7549, loss_cls: 2.0419, loss: 2.0419, grad_norm: 2.5801 2020-08-11 23:54:49,154 - mmaction - INFO - Epoch [203][580/940] lr: 4.233e-02, eta: 23:40:07, time: 1.655, data_time: 0.005, memory: 9063, top1_acc: 0.5328, top5_acc: 0.7535, loss_cls: 2.0528, loss: 2.0528, grad_norm: 2.5983 2020-08-11 23:55:21,831 - mmaction - INFO - Epoch [203][600/940] lr: 4.233e-02, eta: 23:39:32, time: 1.635, data_time: 0.005, memory: 9063, top1_acc: 0.5395, top5_acc: 0.7596, loss_cls: 2.0236, loss: 2.0236, grad_norm: 2.5543 2020-08-11 23:55:53,598 - mmaction - INFO - Epoch [203][620/940] lr: 4.233e-02, eta: 23:38:57, time: 1.590, data_time: 0.005, memory: 9063, top1_acc: 0.5420, top5_acc: 0.7600, loss_cls: 2.0319, loss: 2.0319, grad_norm: 2.5500 2020-08-11 23:56:26,053 - mmaction - INFO - Epoch [203][640/940] lr: 4.233e-02, eta: 23:38:22, time: 1.623, data_time: 0.005, memory: 9063, top1_acc: 0.5352, top5_acc: 0.7596, loss_cls: 2.0323, loss: 2.0323, grad_norm: 2.6065 2020-08-11 23:56:57,805 - mmaction - INFO - Epoch [203][660/940] lr: 4.233e-02, eta: 23:37:46, time: 1.587, data_time: 0.001, memory: 9063, top1_acc: 0.5273, top5_acc: 0.7543, loss_cls: 2.0536, loss: 2.0536, grad_norm: 2.5618 2020-08-11 23:57:30,930 - mmaction - INFO - Epoch [203][680/940] lr: 4.233e-02, eta: 23:37:11, time: 1.654, data_time: 0.005, memory: 9063, top1_acc: 0.5217, top5_acc: 0.7545, loss_cls: 2.0702, loss: 2.0702, grad_norm: 2.5584 2020-08-11 23:58:02,897 - mmaction - INFO - Epoch [203][700/940] lr: 4.233e-02, eta: 23:36:36, time: 1.600, data_time: 0.007, memory: 9063, top1_acc: 0.5254, top5_acc: 0.7482, loss_cls: 2.0644, loss: 2.0644, grad_norm: 2.5687 2020-08-11 23:58:35,316 - mmaction - INFO - Epoch [203][720/940] lr: 4.233e-02, eta: 23:36:01, time: 1.619, data_time: 0.005, memory: 9063, top1_acc: 0.5350, top5_acc: 0.7641, loss_cls: 2.0158, loss: 2.0158, grad_norm: 2.5601 2020-08-11 23:59:06,360 - mmaction - INFO - Epoch [203][740/940] lr: 4.233e-02, eta: 23:35:25, time: 1.553, data_time: 0.005, memory: 9063, top1_acc: 0.5291, top5_acc: 0.7512, loss_cls: 2.0433, loss: 2.0433, grad_norm: 2.5528 2020-08-11 23:59:38,092 - mmaction - INFO - Epoch [203][760/940] lr: 4.233e-02, eta: 23:34:49, time: 1.588, data_time: 0.005, memory: 9063, top1_acc: 0.5354, top5_acc: 0.7586, loss_cls: 2.0345, loss: 2.0345, grad_norm: 2.6065 2020-08-12 00:00:14,583 - mmaction - INFO - Epoch [203][780/940] lr: 4.233e-02, eta: 23:34:17, time: 1.816, data_time: 0.008, memory: 9063, top1_acc: 0.5350, top5_acc: 0.7527, loss_cls: 2.0183, loss: 2.0183, grad_norm: 2.5772 2020-08-12 00:00:43,890 - mmaction - INFO - Epoch [203][800/940] lr: 4.233e-02, eta: 23:33:40, time: 1.474, data_time: 0.019, memory: 9063, top1_acc: 0.5416, top5_acc: 0.7672, loss_cls: 1.9958, loss: 1.9958, grad_norm: 2.5546 2020-08-12 00:01:15,309 - mmaction - INFO - Epoch [203][820/940] lr: 4.233e-02, eta: 23:33:04, time: 1.569, data_time: 0.005, memory: 9063, top1_acc: 0.5258, top5_acc: 0.7551, loss_cls: 2.0697, loss: 2.0697, grad_norm: 2.5504 2020-08-12 00:01:46,668 - mmaction - INFO - Epoch [203][840/940] lr: 4.233e-02, eta: 23:32:28, time: 1.570, data_time: 0.006, memory: 9063, top1_acc: 0.5342, top5_acc: 0.7641, loss_cls: 2.0326, loss: 2.0326, grad_norm: 2.5442 2020-08-12 00:02:18,591 - mmaction - INFO - Epoch [203][860/940] lr: 4.233e-02, eta: 23:31:53, time: 1.594, data_time: 0.005, memory: 9063, top1_acc: 0.5328, top5_acc: 0.7594, loss_cls: 2.0285, loss: 2.0285, grad_norm: 2.5620 2020-08-12 00:02:50,166 - mmaction - INFO - Epoch [203][880/940] lr: 4.233e-02, eta: 23:31:17, time: 1.578, data_time: 0.007, memory: 9063, top1_acc: 0.5371, top5_acc: 0.7625, loss_cls: 2.0251, loss: 2.0251, grad_norm: 2.6158 2020-08-12 00:03:22,123 - mmaction - INFO - Epoch [203][900/940] lr: 4.233e-02, eta: 23:30:42, time: 1.601, data_time: 0.011, memory: 9063, top1_acc: 0.5203, top5_acc: 0.7432, loss_cls: 2.0974, loss: 2.0974, grad_norm: 2.5808 2020-08-12 00:03:53,991 - mmaction - INFO - Epoch [203][920/940] lr: 4.233e-02, eta: 23:30:07, time: 1.588, data_time: 0.005, memory: 9063, top1_acc: 0.5309, top5_acc: 0.7539, loss_cls: 2.0727, loss: 2.0727, grad_norm: 2.5360 2020-08-12 00:04:23,988 - mmaction - INFO - Epoch [203][940/940] lr: 4.233e-02, eta: 23:29:30, time: 1.505, data_time: 0.008, memory: 9063, top1_acc: 0.5284, top5_acc: 0.7579, loss_cls: 2.0439, loss: 2.0439, grad_norm: 2.5361 2020-08-12 00:05:06,139 - mmaction - INFO - Epoch [204][20/940] lr: 4.083e-02, eta: 23:29:01, time: 2.086, data_time: 0.669, memory: 9063, top1_acc: 0.5332, top5_acc: 0.7625, loss_cls: 2.0217, loss: 2.0217, grad_norm: 2.5394 2020-08-12 00:05:34,878 - mmaction - INFO - Epoch [204][40/940] lr: 4.083e-02, eta: 23:28:24, time: 1.436, data_time: 0.002, memory: 9063, top1_acc: 0.5252, top5_acc: 0.7604, loss_cls: 2.0276, loss: 2.0276, grad_norm: 2.5378 2020-08-12 00:06:06,423 - mmaction - INFO - Epoch [204][60/940] lr: 4.083e-02, eta: 23:27:48, time: 1.574, data_time: 0.005, memory: 9063, top1_acc: 0.5311, top5_acc: 0.7588, loss_cls: 2.0241, loss: 2.0241, grad_norm: 2.6272 2020-08-12 00:06:38,702 - mmaction - INFO - Epoch [204][80/940] lr: 4.083e-02, eta: 23:27:13, time: 1.611, data_time: 0.007, memory: 9063, top1_acc: 0.5354, top5_acc: 0.7586, loss_cls: 2.0357, loss: 2.0357, grad_norm: 2.5543 2020-08-12 00:07:09,525 - mmaction - INFO - Epoch [204][100/940] lr: 4.083e-02, eta: 23:26:37, time: 1.547, data_time: 0.008, memory: 9063, top1_acc: 0.5270, top5_acc: 0.7553, loss_cls: 2.0620, loss: 2.0620, grad_norm: 2.5523 2020-08-12 00:07:40,859 - mmaction - INFO - Epoch [204][120/940] lr: 4.083e-02, eta: 23:26:01, time: 1.565, data_time: 0.006, memory: 9063, top1_acc: 0.5449, top5_acc: 0.7584, loss_cls: 2.0130, loss: 2.0130, grad_norm: 2.6003 2020-08-12 00:08:11,749 - mmaction - INFO - Epoch [204][140/940] lr: 4.083e-02, eta: 23:25:25, time: 1.546, data_time: 0.006, memory: 9063, top1_acc: 0.5299, top5_acc: 0.7572, loss_cls: 2.0278, loss: 2.0278, grad_norm: 2.6162 2020-08-12 00:08:43,351 - mmaction - INFO - Epoch [204][160/940] lr: 4.083e-02, eta: 23:24:49, time: 1.578, data_time: 0.005, memory: 9063, top1_acc: 0.5316, top5_acc: 0.7617, loss_cls: 2.0340, loss: 2.0340, grad_norm: 2.5577 2020-08-12 00:09:14,588 - mmaction - INFO - Epoch [204][180/940] lr: 4.083e-02, eta: 23:24:14, time: 1.565, data_time: 0.006, memory: 9063, top1_acc: 0.5434, top5_acc: 0.7660, loss_cls: 1.9725, loss: 1.9725, grad_norm: 2.5617 2020-08-12 00:09:46,114 - mmaction - INFO - Epoch [204][200/940] lr: 4.083e-02, eta: 23:23:38, time: 1.574, data_time: 0.005, memory: 9063, top1_acc: 0.5467, top5_acc: 0.7617, loss_cls: 2.0013, loss: 2.0013, grad_norm: 2.6065 2020-08-12 00:10:17,797 - mmaction - INFO - Epoch [204][220/940] lr: 4.083e-02, eta: 23:23:02, time: 1.583, data_time: 0.005, memory: 9063, top1_acc: 0.5404, top5_acc: 0.7641, loss_cls: 1.9805, loss: 1.9805, grad_norm: 2.6024 2020-08-12 00:10:50,048 - mmaction - INFO - Epoch [204][240/940] lr: 4.083e-02, eta: 23:22:27, time: 1.616, data_time: 0.007, memory: 9063, top1_acc: 0.5168, top5_acc: 0.7496, loss_cls: 2.1097, loss: 2.1097, grad_norm: 2.5869 2020-08-12 00:11:22,355 - mmaction - INFO - Epoch [204][260/940] lr: 4.083e-02, eta: 23:21:52, time: 1.613, data_time: 0.004, memory: 9063, top1_acc: 0.5236, top5_acc: 0.7574, loss_cls: 2.0389, loss: 2.0389, grad_norm: 2.5064 2020-08-12 00:11:55,183 - mmaction - INFO - Epoch [204][280/940] lr: 4.083e-02, eta: 23:21:17, time: 1.643, data_time: 0.006, memory: 9063, top1_acc: 0.5348, top5_acc: 0.7607, loss_cls: 2.0153, loss: 2.0153, grad_norm: 2.6187 2020-08-12 00:12:25,833 - mmaction - INFO - Epoch [204][300/940] lr: 4.083e-02, eta: 23:20:41, time: 1.532, data_time: 0.005, memory: 9063, top1_acc: 0.5389, top5_acc: 0.7594, loss_cls: 2.0004, loss: 2.0004, grad_norm: 2.5679 2020-08-12 00:12:57,794 - mmaction - INFO - Epoch [204][320/940] lr: 4.083e-02, eta: 23:20:06, time: 1.598, data_time: 0.005, memory: 9063, top1_acc: 0.5422, top5_acc: 0.7695, loss_cls: 1.9754, loss: 1.9754, grad_norm: 2.6247 2020-08-12 00:13:31,383 - mmaction - INFO - Epoch [204][340/940] lr: 4.083e-02, eta: 23:19:32, time: 1.676, data_time: 0.006, memory: 9063, top1_acc: 0.5309, top5_acc: 0.7602, loss_cls: 2.0306, loss: 2.0306, grad_norm: 2.5937 2020-08-12 00:14:03,444 - mmaction - INFO - Epoch [204][360/940] lr: 4.083e-02, eta: 23:18:56, time: 1.606, data_time: 0.011, memory: 9063, top1_acc: 0.5373, top5_acc: 0.7619, loss_cls: 2.0049, loss: 2.0049, grad_norm: 2.5992 2020-08-12 00:14:34,193 - mmaction - INFO - Epoch [204][380/940] lr: 4.083e-02, eta: 23:18:20, time: 1.539, data_time: 0.005, memory: 9063, top1_acc: 0.5332, top5_acc: 0.7607, loss_cls: 2.0265, loss: 2.0265, grad_norm: 2.5629 2020-08-12 00:15:07,917 - mmaction - INFO - Epoch [204][400/940] lr: 4.083e-02, eta: 23:17:46, time: 1.687, data_time: 0.006, memory: 9063, top1_acc: 0.5352, top5_acc: 0.7570, loss_cls: 2.0241, loss: 2.0241, grad_norm: 2.5796 2020-08-12 00:15:40,935 - mmaction - INFO - Epoch [204][420/940] lr: 4.083e-02, eta: 23:17:12, time: 1.651, data_time: 0.002, memory: 9063, top1_acc: 0.5340, top5_acc: 0.7486, loss_cls: 2.0562, loss: 2.0562, grad_norm: 2.5494 2020-08-12 00:16:14,912 - mmaction - INFO - Epoch [204][440/940] lr: 4.083e-02, eta: 23:16:38, time: 1.694, data_time: 0.005, memory: 9063, top1_acc: 0.5402, top5_acc: 0.7670, loss_cls: 1.9951, loss: 1.9951, grad_norm: 2.6058 2020-08-12 00:16:47,628 - mmaction - INFO - Epoch [204][460/940] lr: 4.083e-02, eta: 23:16:03, time: 1.640, data_time: 0.007, memory: 9063, top1_acc: 0.5402, top5_acc: 0.7621, loss_cls: 2.0196, loss: 2.0196, grad_norm: 2.5837 2020-08-12 00:17:21,030 - mmaction - INFO - Epoch [204][480/940] lr: 4.083e-02, eta: 23:15:29, time: 1.669, data_time: 0.004, memory: 9063, top1_acc: 0.5514, top5_acc: 0.7703, loss_cls: 1.9656, loss: 1.9656, grad_norm: 2.5237 2020-08-12 00:17:54,596 - mmaction - INFO - Epoch [204][500/940] lr: 4.083e-02, eta: 23:14:54, time: 1.679, data_time: 0.005, memory: 9063, top1_acc: 0.5260, top5_acc: 0.7479, loss_cls: 2.0550, loss: 2.0550, grad_norm: 2.6151 2020-08-12 00:18:27,848 - mmaction - INFO - Epoch [204][520/940] lr: 4.083e-02, eta: 23:14:20, time: 1.662, data_time: 0.005, memory: 9063, top1_acc: 0.5318, top5_acc: 0.7568, loss_cls: 2.0429, loss: 2.0429, grad_norm: 2.5885 2020-08-12 00:19:01,172 - mmaction - INFO - Epoch [204][540/940] lr: 4.083e-02, eta: 23:13:46, time: 1.666, data_time: 0.005, memory: 9063, top1_acc: 0.5391, top5_acc: 0.7658, loss_cls: 1.9953, loss: 1.9953, grad_norm: 2.6038 2020-08-12 00:19:35,181 - mmaction - INFO - Epoch [204][560/940] lr: 4.083e-02, eta: 23:13:12, time: 1.701, data_time: 0.005, memory: 9063, top1_acc: 0.5354, top5_acc: 0.7670, loss_cls: 2.0138, loss: 2.0138, grad_norm: 2.5724 2020-08-12 00:20:08,642 - mmaction - INFO - Epoch [204][580/940] lr: 4.083e-02, eta: 23:12:37, time: 1.669, data_time: 0.005, memory: 9063, top1_acc: 0.5375, top5_acc: 0.7709, loss_cls: 1.9805, loss: 1.9805, grad_norm: 2.6112 2020-08-12 00:20:42,048 - mmaction - INFO - Epoch [204][600/940] lr: 4.083e-02, eta: 23:12:03, time: 1.674, data_time: 0.006, memory: 9063, top1_acc: 0.5500, top5_acc: 0.7617, loss_cls: 1.9964, loss: 1.9964, grad_norm: 2.5518 2020-08-12 00:21:16,819 - mmaction - INFO - Epoch [204][620/940] lr: 4.083e-02, eta: 23:11:30, time: 1.737, data_time: 0.005, memory: 9063, top1_acc: 0.5189, top5_acc: 0.7541, loss_cls: 2.0667, loss: 2.0667, grad_norm: 2.6491 2020-08-12 00:21:49,953 - mmaction - INFO - Epoch [204][640/940] lr: 4.083e-02, eta: 23:10:55, time: 1.658, data_time: 0.005, memory: 9063, top1_acc: 0.5494, top5_acc: 0.7691, loss_cls: 1.9571, loss: 1.9571, grad_norm: 2.5058 2020-08-12 00:22:23,493 - mmaction - INFO - Epoch [204][660/940] lr: 4.083e-02, eta: 23:10:21, time: 1.675, data_time: 0.005, memory: 9063, top1_acc: 0.5445, top5_acc: 0.7709, loss_cls: 1.9870, loss: 1.9870, grad_norm: 2.5784 2020-08-12 00:22:57,691 - mmaction - INFO - Epoch [204][680/940] lr: 4.083e-02, eta: 23:09:47, time: 1.713, data_time: 0.006, memory: 9063, top1_acc: 0.5398, top5_acc: 0.7701, loss_cls: 1.9955, loss: 1.9955, grad_norm: 2.5919 2020-08-12 00:23:31,736 - mmaction - INFO - Epoch [204][700/940] lr: 4.083e-02, eta: 23:09:13, time: 1.699, data_time: 0.007, memory: 9063, top1_acc: 0.5398, top5_acc: 0.7695, loss_cls: 1.9907, loss: 1.9907, grad_norm: 2.6025 2020-08-12 00:24:06,203 - mmaction - INFO - Epoch [204][720/940] lr: 4.083e-02, eta: 23:08:40, time: 1.726, data_time: 0.006, memory: 9063, top1_acc: 0.5244, top5_acc: 0.7582, loss_cls: 2.0412, loss: 2.0412, grad_norm: 2.6338 2020-08-12 00:24:40,036 - mmaction - INFO - Epoch [204][740/940] lr: 4.083e-02, eta: 23:08:06, time: 1.690, data_time: 0.005, memory: 9063, top1_acc: 0.5482, top5_acc: 0.7650, loss_cls: 1.9777, loss: 1.9777, grad_norm: 2.5320 2020-08-12 00:25:14,300 - mmaction - INFO - Epoch [204][760/940] lr: 4.083e-02, eta: 23:07:32, time: 1.711, data_time: 0.007, memory: 9063, top1_acc: 0.5352, top5_acc: 0.7648, loss_cls: 2.0055, loss: 2.0055, grad_norm: 2.6028 2020-08-12 00:25:45,904 - mmaction - INFO - Epoch [204][780/940] lr: 4.083e-02, eta: 23:06:57, time: 1.585, data_time: 0.007, memory: 9063, top1_acc: 0.5305, top5_acc: 0.7580, loss_cls: 2.0336, loss: 2.0336, grad_norm: 2.5633 2020-08-12 00:26:17,882 - mmaction - INFO - Epoch [204][800/940] lr: 4.083e-02, eta: 23:06:21, time: 1.597, data_time: 0.005, memory: 9063, top1_acc: 0.5385, top5_acc: 0.7639, loss_cls: 1.9974, loss: 1.9974, grad_norm: 2.6121 2020-08-12 00:26:51,680 - mmaction - INFO - Epoch [204][820/940] lr: 4.083e-02, eta: 23:05:47, time: 1.691, data_time: 0.005, memory: 9063, top1_acc: 0.5402, top5_acc: 0.7645, loss_cls: 1.9923, loss: 1.9923, grad_norm: 2.5751 2020-08-12 00:27:26,767 - mmaction - INFO - Epoch [204][840/940] lr: 4.083e-02, eta: 23:05:14, time: 1.749, data_time: 0.005, memory: 9063, top1_acc: 0.5354, top5_acc: 0.7621, loss_cls: 2.0112, loss: 2.0112, grad_norm: 2.5694 2020-08-12 00:28:01,083 - mmaction - INFO - Epoch [204][860/940] lr: 4.083e-02, eta: 23:04:40, time: 1.721, data_time: 0.008, memory: 9063, top1_acc: 0.5375, top5_acc: 0.7518, loss_cls: 2.0437, loss: 2.0437, grad_norm: 2.5078 2020-08-12 00:28:35,615 - mmaction - INFO - Epoch [204][880/940] lr: 4.083e-02, eta: 23:04:07, time: 1.725, data_time: 0.006, memory: 9063, top1_acc: 0.5297, top5_acc: 0.7570, loss_cls: 2.0127, loss: 2.0127, grad_norm: 2.5841 2020-08-12 00:29:09,994 - mmaction - INFO - Epoch [204][900/940] lr: 4.083e-02, eta: 23:03:33, time: 1.719, data_time: 0.006, memory: 9063, top1_acc: 0.5412, top5_acc: 0.7660, loss_cls: 2.0142, loss: 2.0142, grad_norm: 2.6018 2020-08-12 00:29:44,992 - mmaction - INFO - Epoch [204][920/940] lr: 4.083e-02, eta: 23:03:00, time: 1.750, data_time: 0.005, memory: 9063, top1_acc: 0.5357, top5_acc: 0.7535, loss_cls: 2.0279, loss: 2.0279, grad_norm: 2.6083 2020-08-12 00:30:17,653 - mmaction - INFO - Epoch [204][940/940] lr: 4.083e-02, eta: 23:02:25, time: 1.631, data_time: 0.006, memory: 9063, top1_acc: 0.5266, top5_acc: 0.7530, loss_cls: 2.0465, loss: 2.0465, grad_norm: 2.6539 2020-08-12 00:30:17,952 - mmaction - INFO - Saving checkpoint at 204 epochs 2020-08-12 00:30:58,057 - mmaction - INFO - Epoch [205][20/940] lr: 3.936e-02, eta: 23:01:54, time: 1.891, data_time: 0.336, memory: 9063, top1_acc: 0.5393, top5_acc: 0.7633, loss_cls: 2.0111, loss: 2.0111, grad_norm: 2.5774 2020-08-12 00:31:31,731 - mmaction - INFO - Epoch [205][40/940] lr: 3.936e-02, eta: 23:01:20, time: 1.682, data_time: 0.005, memory: 9063, top1_acc: 0.5418, top5_acc: 0.7680, loss_cls: 1.9819, loss: 1.9819, grad_norm: 2.5754 2020-08-12 00:32:06,232 - mmaction - INFO - Epoch [205][60/940] lr: 3.936e-02, eta: 23:00:46, time: 1.726, data_time: 0.005, memory: 9063, top1_acc: 0.5418, top5_acc: 0.7662, loss_cls: 1.9863, loss: 1.9863, grad_norm: 2.5408 2020-08-12 00:32:40,163 - mmaction - INFO - Epoch [205][80/940] lr: 3.936e-02, eta: 23:00:12, time: 1.697, data_time: 0.004, memory: 9063, top1_acc: 0.5283, top5_acc: 0.7504, loss_cls: 2.0496, loss: 2.0496, grad_norm: 2.6536 2020-08-12 00:33:15,776 - mmaction - INFO - Epoch [205][100/940] lr: 3.936e-02, eta: 22:59:39, time: 1.778, data_time: 0.004, memory: 9063, top1_acc: 0.5264, top5_acc: 0.7592, loss_cls: 2.0388, loss: 2.0388, grad_norm: 2.6085 2020-08-12 00:33:50,672 - mmaction - INFO - Epoch [205][120/940] lr: 3.936e-02, eta: 22:59:06, time: 1.748, data_time: 0.007, memory: 9063, top1_acc: 0.5373, top5_acc: 0.7633, loss_cls: 2.0089, loss: 2.0089, grad_norm: 2.6105 2020-08-12 00:34:24,623 - mmaction - INFO - Epoch [205][140/940] lr: 3.936e-02, eta: 22:58:32, time: 1.695, data_time: 0.005, memory: 9063, top1_acc: 0.5512, top5_acc: 0.7738, loss_cls: 1.9638, loss: 1.9638, grad_norm: 2.5474 2020-08-12 00:34:59,163 - mmaction - INFO - Epoch [205][160/940] lr: 3.936e-02, eta: 22:57:59, time: 1.727, data_time: 0.007, memory: 9063, top1_acc: 0.5234, top5_acc: 0.7525, loss_cls: 2.0562, loss: 2.0562, grad_norm: 2.6327 2020-08-12 00:35:33,238 - mmaction - INFO - Epoch [205][180/940] lr: 3.936e-02, eta: 22:57:25, time: 1.707, data_time: 0.006, memory: 9063, top1_acc: 0.5365, top5_acc: 0.7586, loss_cls: 2.0443, loss: 2.0443, grad_norm: 2.5622 2020-08-12 00:36:09,420 - mmaction - INFO - Epoch [205][200/940] lr: 3.936e-02, eta: 22:56:52, time: 1.806, data_time: 0.004, memory: 9063, top1_acc: 0.5570, top5_acc: 0.7721, loss_cls: 1.9252, loss: 1.9252, grad_norm: 2.5494 2020-08-12 00:36:43,742 - mmaction - INFO - Epoch [205][220/940] lr: 3.936e-02, eta: 22:56:19, time: 1.719, data_time: 0.006, memory: 9063, top1_acc: 0.5469, top5_acc: 0.7658, loss_cls: 1.9823, loss: 1.9823, grad_norm: 2.5795 2020-08-12 00:37:18,706 - mmaction - INFO - Epoch [205][240/940] lr: 3.936e-02, eta: 22:55:45, time: 1.746, data_time: 0.005, memory: 9063, top1_acc: 0.5377, top5_acc: 0.7697, loss_cls: 1.9935, loss: 1.9935, grad_norm: 2.6152 2020-08-12 00:37:53,558 - mmaction - INFO - Epoch [205][260/940] lr: 3.936e-02, eta: 22:55:12, time: 1.741, data_time: 0.006, memory: 9063, top1_acc: 0.5451, top5_acc: 0.7721, loss_cls: 1.9812, loss: 1.9812, grad_norm: 2.6129 2020-08-12 00:38:28,131 - mmaction - INFO - Epoch [205][280/940] lr: 3.936e-02, eta: 22:54:39, time: 1.732, data_time: 0.009, memory: 9063, top1_acc: 0.5375, top5_acc: 0.7693, loss_cls: 1.9950, loss: 1.9950, grad_norm: 2.6033 2020-08-12 00:39:03,737 - mmaction - INFO - Epoch [205][300/940] lr: 3.936e-02, eta: 22:54:06, time: 1.778, data_time: 0.004, memory: 9063, top1_acc: 0.5291, top5_acc: 0.7686, loss_cls: 2.0257, loss: 2.0257, grad_norm: 2.6001 2020-08-12 00:39:38,200 - mmaction - INFO - Epoch [205][320/940] lr: 3.936e-02, eta: 22:53:32, time: 1.726, data_time: 0.007, memory: 9063, top1_acc: 0.5359, top5_acc: 0.7562, loss_cls: 2.0109, loss: 2.0109, grad_norm: 2.5513 2020-08-12 00:40:13,170 - mmaction - INFO - Epoch [205][340/940] lr: 3.936e-02, eta: 22:52:59, time: 1.746, data_time: 0.005, memory: 9063, top1_acc: 0.5342, top5_acc: 0.7625, loss_cls: 2.0020, loss: 2.0020, grad_norm: 2.5489 2020-08-12 00:40:48,322 - mmaction - INFO - Epoch [205][360/940] lr: 3.936e-02, eta: 22:52:26, time: 1.760, data_time: 0.007, memory: 9063, top1_acc: 0.5371, top5_acc: 0.7643, loss_cls: 2.0076, loss: 2.0076, grad_norm: 2.5786 2020-08-12 00:41:23,432 - mmaction - INFO - Epoch [205][380/940] lr: 3.936e-02, eta: 22:51:53, time: 1.754, data_time: 0.008, memory: 9063, top1_acc: 0.5316, top5_acc: 0.7637, loss_cls: 1.9971, loss: 1.9971, grad_norm: 2.6321 2020-08-12 00:41:56,692 - mmaction - INFO - Epoch [205][400/940] lr: 3.936e-02, eta: 22:51:18, time: 1.665, data_time: 0.007, memory: 9063, top1_acc: 0.5355, top5_acc: 0.7723, loss_cls: 1.9779, loss: 1.9779, grad_norm: 2.6536 2020-08-12 00:42:30,073 - mmaction - INFO - Epoch [205][420/940] lr: 3.936e-02, eta: 22:50:44, time: 1.670, data_time: 0.003, memory: 9063, top1_acc: 0.5404, top5_acc: 0.7678, loss_cls: 2.0076, loss: 2.0076, grad_norm: 2.5996 2020-08-12 00:43:03,452 - mmaction - INFO - Epoch [205][440/940] lr: 3.936e-02, eta: 22:50:10, time: 1.667, data_time: 0.004, memory: 9063, top1_acc: 0.5422, top5_acc: 0.7656, loss_cls: 1.9964, loss: 1.9964, grad_norm: 2.6030 2020-08-12 00:43:36,239 - mmaction - INFO - Epoch [205][460/940] lr: 3.936e-02, eta: 22:49:35, time: 1.640, data_time: 0.007, memory: 9063, top1_acc: 0.5383, top5_acc: 0.7660, loss_cls: 2.0101, loss: 2.0101, grad_norm: 2.6033 2020-08-12 00:44:10,304 - mmaction - INFO - Epoch [205][480/940] lr: 3.936e-02, eta: 22:49:01, time: 1.702, data_time: 0.005, memory: 9063, top1_acc: 0.5283, top5_acc: 0.7516, loss_cls: 2.0530, loss: 2.0530, grad_norm: 2.6538 2020-08-12 00:44:44,694 - mmaction - INFO - Epoch [205][500/940] lr: 3.936e-02, eta: 22:48:27, time: 1.722, data_time: 0.006, memory: 9063, top1_acc: 0.5477, top5_acc: 0.7676, loss_cls: 1.9690, loss: 1.9690, grad_norm: 2.5609 2020-08-12 00:45:20,111 - mmaction - INFO - Epoch [205][520/940] lr: 3.936e-02, eta: 22:47:55, time: 1.770, data_time: 0.004, memory: 9063, top1_acc: 0.5301, top5_acc: 0.7639, loss_cls: 2.0065, loss: 2.0065, grad_norm: 2.6554 2020-08-12 00:45:55,802 - mmaction - INFO - Epoch [205][540/940] lr: 3.936e-02, eta: 22:47:22, time: 1.784, data_time: 0.004, memory: 9063, top1_acc: 0.5555, top5_acc: 0.7727, loss_cls: 1.9216, loss: 1.9216, grad_norm: 2.6165 2020-08-12 00:46:31,819 - mmaction - INFO - Epoch [205][560/940] lr: 3.936e-02, eta: 22:46:49, time: 1.800, data_time: 0.005, memory: 9063, top1_acc: 0.5408, top5_acc: 0.7674, loss_cls: 1.9973, loss: 1.9973, grad_norm: 2.6400 2020-08-12 00:47:06,473 - mmaction - INFO - Epoch [205][580/940] lr: 3.936e-02, eta: 22:46:16, time: 1.734, data_time: 0.005, memory: 9063, top1_acc: 0.5346, top5_acc: 0.7600, loss_cls: 2.0074, loss: 2.0074, grad_norm: 2.5939 2020-08-12 00:47:42,041 - mmaction - INFO - Epoch [205][600/940] lr: 3.936e-02, eta: 22:45:43, time: 1.778, data_time: 0.006, memory: 9063, top1_acc: 0.5447, top5_acc: 0.7686, loss_cls: 1.9696, loss: 1.9696, grad_norm: 2.6044 2020-08-12 00:48:16,386 - mmaction - INFO - Epoch [205][620/940] lr: 3.936e-02, eta: 22:45:09, time: 1.718, data_time: 0.005, memory: 9063, top1_acc: 0.5389, top5_acc: 0.7557, loss_cls: 2.0134, loss: 2.0134, grad_norm: 2.5714 2020-08-12 00:48:51,763 - mmaction - INFO - Epoch [205][640/940] lr: 3.936e-02, eta: 22:44:36, time: 1.769, data_time: 0.005, memory: 9063, top1_acc: 0.5354, top5_acc: 0.7570, loss_cls: 2.0018, loss: 2.0018, grad_norm: 2.6521 2020-08-12 00:49:27,433 - mmaction - INFO - Epoch [205][660/940] lr: 3.936e-02, eta: 22:44:03, time: 1.783, data_time: 0.002, memory: 9063, top1_acc: 0.5428, top5_acc: 0.7607, loss_cls: 1.9759, loss: 1.9759, grad_norm: 2.6275 2020-08-12 00:50:02,503 - mmaction - INFO - Epoch [205][680/940] lr: 3.936e-02, eta: 22:43:30, time: 1.751, data_time: 0.005, memory: 9063, top1_acc: 0.5441, top5_acc: 0.7656, loss_cls: 1.9920, loss: 1.9920, grad_norm: 2.6208 2020-08-12 00:50:36,733 - mmaction - INFO - Epoch [205][700/940] lr: 3.936e-02, eta: 22:42:56, time: 1.714, data_time: 0.004, memory: 9063, top1_acc: 0.5264, top5_acc: 0.7520, loss_cls: 2.0505, loss: 2.0505, grad_norm: 2.6034 2020-08-12 00:51:12,879 - mmaction - INFO - Epoch [205][720/940] lr: 3.936e-02, eta: 22:42:24, time: 1.805, data_time: 0.004, memory: 9063, top1_acc: 0.5398, top5_acc: 0.7627, loss_cls: 1.9870, loss: 1.9870, grad_norm: 2.5836 2020-08-12 00:51:48,388 - mmaction - INFO - Epoch [205][740/940] lr: 3.936e-02, eta: 22:41:51, time: 1.777, data_time: 0.005, memory: 9063, top1_acc: 0.5385, top5_acc: 0.7656, loss_cls: 2.0049, loss: 2.0049, grad_norm: 2.6212 2020-08-12 00:52:22,588 - mmaction - INFO - Epoch [205][760/940] lr: 3.936e-02, eta: 22:41:17, time: 1.709, data_time: 0.005, memory: 9063, top1_acc: 0.5377, top5_acc: 0.7564, loss_cls: 2.0079, loss: 2.0079, grad_norm: 2.6280 2020-08-12 00:52:56,049 - mmaction - INFO - Epoch [205][780/940] lr: 3.936e-02, eta: 22:40:43, time: 1.674, data_time: 0.005, memory: 9063, top1_acc: 0.5332, top5_acc: 0.7572, loss_cls: 2.0287, loss: 2.0287, grad_norm: 2.6323 2020-08-12 00:53:30,226 - mmaction - INFO - Epoch [205][800/940] lr: 3.936e-02, eta: 22:40:09, time: 1.709, data_time: 0.003, memory: 9063, top1_acc: 0.5463, top5_acc: 0.7660, loss_cls: 1.9864, loss: 1.9864, grad_norm: 2.5692 2020-08-12 00:54:06,161 - mmaction - INFO - Epoch [205][820/940] lr: 3.936e-02, eta: 22:39:37, time: 1.794, data_time: 0.005, memory: 9063, top1_acc: 0.5496, top5_acc: 0.7719, loss_cls: 1.9509, loss: 1.9509, grad_norm: 2.6262 2020-08-12 00:54:41,115 - mmaction - INFO - Epoch [205][840/940] lr: 3.936e-02, eta: 22:39:03, time: 1.750, data_time: 0.007, memory: 9063, top1_acc: 0.5453, top5_acc: 0.7678, loss_cls: 1.9727, loss: 1.9727, grad_norm: 2.6057 2020-08-12 00:55:16,105 - mmaction - INFO - Epoch [205][860/940] lr: 3.936e-02, eta: 22:38:30, time: 1.749, data_time: 0.005, memory: 9063, top1_acc: 0.5414, top5_acc: 0.7604, loss_cls: 2.0339, loss: 2.0339, grad_norm: 2.5897 2020-08-12 00:55:51,515 - mmaction - INFO - Epoch [205][880/940] lr: 3.936e-02, eta: 22:37:57, time: 1.771, data_time: 0.005, memory: 9063, top1_acc: 0.5387, top5_acc: 0.7566, loss_cls: 2.0242, loss: 2.0242, grad_norm: 2.6307 2020-08-12 00:56:27,916 - mmaction - INFO - Epoch [205][900/940] lr: 3.936e-02, eta: 22:37:25, time: 1.818, data_time: 0.008, memory: 9063, top1_acc: 0.5324, top5_acc: 0.7650, loss_cls: 2.0146, loss: 2.0146, grad_norm: 2.6262 2020-08-12 00:57:04,277 - mmaction - INFO - Epoch [205][920/940] lr: 3.936e-02, eta: 22:36:52, time: 1.820, data_time: 0.007, memory: 9063, top1_acc: 0.5422, top5_acc: 0.7723, loss_cls: 1.9918, loss: 1.9918, grad_norm: 2.5518 2020-08-12 00:57:37,482 - mmaction - INFO - Epoch [205][940/940] lr: 3.936e-02, eta: 22:36:18, time: 1.659, data_time: 0.006, memory: 9063, top1_acc: 0.5315, top5_acc: 0.7524, loss_cls: 2.0460, loss: 2.0460, grad_norm: 2.6658 2020-08-12 00:58:18,380 - mmaction - INFO - Epoch [206][20/940] lr: 3.791e-02, eta: 22:35:48, time: 2.027, data_time: 0.454, memory: 9063, top1_acc: 0.5514, top5_acc: 0.7684, loss_cls: 1.9644, loss: 1.9644, grad_norm: 2.5653 2020-08-12 00:58:52,126 - mmaction - INFO - Epoch [206][40/940] lr: 3.791e-02, eta: 22:35:14, time: 1.687, data_time: 0.005, memory: 9063, top1_acc: 0.5623, top5_acc: 0.7691, loss_cls: 1.9377, loss: 1.9377, grad_norm: 2.5942 2020-08-12 00:59:26,171 - mmaction - INFO - Epoch [206][60/940] lr: 3.791e-02, eta: 22:34:40, time: 1.703, data_time: 0.003, memory: 9063, top1_acc: 0.5441, top5_acc: 0.7646, loss_cls: 1.9849, loss: 1.9849, grad_norm: 2.6391 2020-08-12 01:00:00,851 - mmaction - INFO - Epoch [206][80/940] lr: 3.791e-02, eta: 22:34:07, time: 1.733, data_time: 0.005, memory: 9063, top1_acc: 0.5428, top5_acc: 0.7570, loss_cls: 2.0183, loss: 2.0183, grad_norm: 2.5975 2020-08-12 01:00:38,243 - mmaction - INFO - Epoch [206][100/940] lr: 3.791e-02, eta: 22:33:35, time: 1.869, data_time: 0.006, memory: 9063, top1_acc: 0.5494, top5_acc: 0.7758, loss_cls: 1.9364, loss: 1.9364, grad_norm: 2.6190 2020-08-12 01:01:11,146 - mmaction - INFO - Epoch [206][120/940] lr: 3.791e-02, eta: 22:33:01, time: 1.645, data_time: 0.016, memory: 9063, top1_acc: 0.5502, top5_acc: 0.7643, loss_cls: 1.9697, loss: 1.9697, grad_norm: 2.5547 2020-08-12 01:01:44,622 - mmaction - INFO - Epoch [206][140/940] lr: 3.791e-02, eta: 22:32:26, time: 1.676, data_time: 0.006, memory: 9063, top1_acc: 0.5537, top5_acc: 0.7736, loss_cls: 1.9488, loss: 1.9488, grad_norm: 2.5843 2020-08-12 01:02:18,806 - mmaction - INFO - Epoch [206][160/940] lr: 3.791e-02, eta: 22:31:52, time: 1.707, data_time: 0.005, memory: 9063, top1_acc: 0.5498, top5_acc: 0.7736, loss_cls: 1.9506, loss: 1.9506, grad_norm: 2.6313 2020-08-12 01:02:51,705 - mmaction - INFO - Epoch [206][180/940] lr: 3.791e-02, eta: 22:31:18, time: 1.645, data_time: 0.005, memory: 9063, top1_acc: 0.5479, top5_acc: 0.7688, loss_cls: 1.9579, loss: 1.9579, grad_norm: 2.5947 2020-08-12 01:03:24,298 - mmaction - INFO - Epoch [206][200/940] lr: 3.791e-02, eta: 22:30:43, time: 1.631, data_time: 0.005, memory: 9063, top1_acc: 0.5447, top5_acc: 0.7650, loss_cls: 1.9922, loss: 1.9922, grad_norm: 2.6544 2020-08-12 01:03:58,121 - mmaction - INFO - Epoch [206][220/940] lr: 3.791e-02, eta: 22:30:09, time: 1.691, data_time: 0.004, memory: 9063, top1_acc: 0.5523, top5_acc: 0.7656, loss_cls: 1.9767, loss: 1.9767, grad_norm: 2.6085 2020-08-12 01:04:29,970 - mmaction - INFO - Epoch [206][240/940] lr: 3.791e-02, eta: 22:29:34, time: 1.591, data_time: 0.006, memory: 9063, top1_acc: 0.5398, top5_acc: 0.7734, loss_cls: 1.9703, loss: 1.9703, grad_norm: 2.6013 2020-08-12 01:05:02,398 - mmaction - INFO - Epoch [206][260/940] lr: 3.791e-02, eta: 22:28:59, time: 1.621, data_time: 0.006, memory: 9063, top1_acc: 0.5418, top5_acc: 0.7686, loss_cls: 1.9614, loss: 1.9614, grad_norm: 2.6240 2020-08-12 01:05:32,227 - mmaction - INFO - Epoch [206][280/940] lr: 3.791e-02, eta: 22:28:22, time: 1.494, data_time: 0.005, memory: 9063, top1_acc: 0.5539, top5_acc: 0.7688, loss_cls: 1.9579, loss: 1.9579, grad_norm: 2.6810 2020-08-12 01:06:04,165 - mmaction - INFO - Epoch [206][300/940] lr: 3.791e-02, eta: 22:27:47, time: 1.595, data_time: 0.005, memory: 9063, top1_acc: 0.5395, top5_acc: 0.7633, loss_cls: 1.9923, loss: 1.9923, grad_norm: 2.6736 2020-08-12 01:06:36,496 - mmaction - INFO - Epoch [206][320/940] lr: 3.791e-02, eta: 22:27:12, time: 1.619, data_time: 0.006, memory: 9063, top1_acc: 0.5285, top5_acc: 0.7574, loss_cls: 2.0127, loss: 2.0127, grad_norm: 2.6423 2020-08-12 01:07:09,447 - mmaction - INFO - Epoch [206][340/940] lr: 3.791e-02, eta: 22:26:37, time: 1.646, data_time: 0.005, memory: 9063, top1_acc: 0.5367, top5_acc: 0.7631, loss_cls: 2.0021, loss: 2.0021, grad_norm: 2.6653 2020-08-12 01:07:41,247 - mmaction - INFO - Epoch [206][360/940] lr: 3.791e-02, eta: 22:26:02, time: 1.592, data_time: 0.006, memory: 9063, top1_acc: 0.5330, top5_acc: 0.7607, loss_cls: 2.0364, loss: 2.0364, grad_norm: 2.6310 2020-08-12 01:08:13,361 - mmaction - INFO - Epoch [206][380/940] lr: 3.791e-02, eta: 22:25:27, time: 1.601, data_time: 0.005, memory: 9063, top1_acc: 0.5398, top5_acc: 0.7652, loss_cls: 2.0092, loss: 2.0092, grad_norm: 2.5795 2020-08-12 01:08:45,301 - mmaction - INFO - Epoch [206][400/940] lr: 3.791e-02, eta: 22:24:51, time: 1.602, data_time: 0.007, memory: 9063, top1_acc: 0.5443, top5_acc: 0.7723, loss_cls: 1.9769, loss: 1.9769, grad_norm: 2.6341 2020-08-12 01:09:17,660 - mmaction - INFO - Epoch [206][420/940] lr: 3.791e-02, eta: 22:24:16, time: 1.615, data_time: 0.005, memory: 9063, top1_acc: 0.5461, top5_acc: 0.7691, loss_cls: 1.9599, loss: 1.9599, grad_norm: 2.6217 2020-08-12 01:09:49,997 - mmaction - INFO - Epoch [206][440/940] lr: 3.791e-02, eta: 22:23:41, time: 1.619, data_time: 0.006, memory: 9063, top1_acc: 0.5375, top5_acc: 0.7602, loss_cls: 2.0122, loss: 2.0122, grad_norm: 2.6533 2020-08-12 01:10:22,287 - mmaction - INFO - Epoch [206][460/940] lr: 3.791e-02, eta: 22:23:06, time: 1.612, data_time: 0.005, memory: 9063, top1_acc: 0.5402, top5_acc: 0.7621, loss_cls: 2.0194, loss: 2.0194, grad_norm: 2.6551 2020-08-12 01:10:54,865 - mmaction - INFO - Epoch [206][480/940] lr: 3.791e-02, eta: 22:22:32, time: 1.631, data_time: 0.006, memory: 9063, top1_acc: 0.5369, top5_acc: 0.7590, loss_cls: 2.0129, loss: 2.0129, grad_norm: 2.6738 2020-08-12 01:11:26,717 - mmaction - INFO - Epoch [206][500/940] lr: 3.791e-02, eta: 22:21:56, time: 1.591, data_time: 0.005, memory: 9063, top1_acc: 0.5316, top5_acc: 0.7559, loss_cls: 2.0357, loss: 2.0357, grad_norm: 2.6514 2020-08-12 01:12:00,076 - mmaction - INFO - Epoch [206][520/940] lr: 3.791e-02, eta: 22:21:22, time: 1.670, data_time: 0.007, memory: 9063, top1_acc: 0.5352, top5_acc: 0.7555, loss_cls: 2.0097, loss: 2.0097, grad_norm: 2.6147 2020-08-12 01:12:30,567 - mmaction - INFO - Epoch [206][540/940] lr: 3.791e-02, eta: 22:20:46, time: 1.520, data_time: 0.005, memory: 9063, top1_acc: 0.5375, top5_acc: 0.7693, loss_cls: 1.9643, loss: 1.9643, grad_norm: 2.6104 2020-08-12 01:13:02,764 - mmaction - INFO - Epoch [206][560/940] lr: 3.791e-02, eta: 22:20:11, time: 1.614, data_time: 0.007, memory: 9063, top1_acc: 0.5383, top5_acc: 0.7648, loss_cls: 1.9834, loss: 1.9834, grad_norm: 2.6465 2020-08-12 01:13:36,244 - mmaction - INFO - Epoch [206][580/940] lr: 3.791e-02, eta: 22:19:36, time: 1.670, data_time: 0.005, memory: 9063, top1_acc: 0.5502, top5_acc: 0.7682, loss_cls: 1.9559, loss: 1.9559, grad_norm: 2.6125 2020-08-12 01:14:08,095 - mmaction - INFO - Epoch [206][600/940] lr: 3.791e-02, eta: 22:19:01, time: 1.596, data_time: 0.007, memory: 9063, top1_acc: 0.5531, top5_acc: 0.7744, loss_cls: 1.9503, loss: 1.9503, grad_norm: 2.5949 2020-08-12 01:14:42,105 - mmaction - INFO - Epoch [206][620/940] lr: 3.791e-02, eta: 22:18:27, time: 1.699, data_time: 0.007, memory: 9063, top1_acc: 0.5553, top5_acc: 0.7699, loss_cls: 1.9511, loss: 1.9511, grad_norm: 2.6181 2020-08-12 01:15:15,313 - mmaction - INFO - Epoch [206][640/940] lr: 3.791e-02, eta: 22:17:53, time: 1.658, data_time: 0.005, memory: 9063, top1_acc: 0.5510, top5_acc: 0.7744, loss_cls: 1.9359, loss: 1.9359, grad_norm: 2.6268 2020-08-12 01:15:48,521 - mmaction - INFO - Epoch [206][660/940] lr: 3.791e-02, eta: 22:17:18, time: 1.664, data_time: 0.007, memory: 9063, top1_acc: 0.5371, top5_acc: 0.7627, loss_cls: 1.9892, loss: 1.9892, grad_norm: 2.6722 2020-08-12 01:16:22,059 - mmaction - INFO - Epoch [206][680/940] lr: 3.791e-02, eta: 22:16:44, time: 1.675, data_time: 0.008, memory: 9063, top1_acc: 0.5471, top5_acc: 0.7699, loss_cls: 1.9533, loss: 1.9533, grad_norm: 2.6153 2020-08-12 01:16:55,307 - mmaction - INFO - Epoch [206][700/940] lr: 3.791e-02, eta: 22:16:10, time: 1.664, data_time: 0.007, memory: 9063, top1_acc: 0.5432, top5_acc: 0.7678, loss_cls: 1.9664, loss: 1.9664, grad_norm: 2.6576 2020-08-12 01:17:28,706 - mmaction - INFO - Epoch [206][720/940] lr: 3.791e-02, eta: 22:15:35, time: 1.668, data_time: 0.005, memory: 9063, top1_acc: 0.5385, top5_acc: 0.7693, loss_cls: 1.9827, loss: 1.9827, grad_norm: 2.6979 2020-08-12 01:18:03,530 - mmaction - INFO - Epoch [206][740/940] lr: 3.791e-02, eta: 22:15:02, time: 1.743, data_time: 0.005, memory: 9063, top1_acc: 0.5467, top5_acc: 0.7689, loss_cls: 1.9744, loss: 1.9744, grad_norm: 2.6152 2020-08-12 01:18:36,634 - mmaction - INFO - Epoch [206][760/940] lr: 3.791e-02, eta: 22:14:28, time: 1.653, data_time: 0.005, memory: 9063, top1_acc: 0.5467, top5_acc: 0.7738, loss_cls: 1.9508, loss: 1.9508, grad_norm: 2.6266 2020-08-12 01:19:11,190 - mmaction - INFO - Epoch [206][780/940] lr: 3.791e-02, eta: 22:13:54, time: 1.726, data_time: 0.007, memory: 9063, top1_acc: 0.5479, top5_acc: 0.7613, loss_cls: 1.9876, loss: 1.9876, grad_norm: 2.6250 2020-08-12 01:19:44,847 - mmaction - INFO - Epoch [206][800/940] lr: 3.791e-02, eta: 22:13:20, time: 1.684, data_time: 0.007, memory: 9063, top1_acc: 0.5404, top5_acc: 0.7637, loss_cls: 2.0008, loss: 2.0008, grad_norm: 2.6606 2020-08-12 01:20:18,973 - mmaction - INFO - Epoch [206][820/940] lr: 3.791e-02, eta: 22:12:46, time: 1.707, data_time: 0.007, memory: 9063, top1_acc: 0.5416, top5_acc: 0.7613, loss_cls: 2.0053, loss: 2.0053, grad_norm: 2.6683 2020-08-12 01:20:52,657 - mmaction - INFO - Epoch [206][840/940] lr: 3.791e-02, eta: 22:12:12, time: 1.686, data_time: 0.006, memory: 9063, top1_acc: 0.5396, top5_acc: 0.7750, loss_cls: 1.9670, loss: 1.9670, grad_norm: 2.6276 2020-08-12 01:21:25,028 - mmaction - INFO - Epoch [206][860/940] lr: 3.791e-02, eta: 22:11:37, time: 1.618, data_time: 0.008, memory: 9063, top1_acc: 0.5406, top5_acc: 0.7645, loss_cls: 1.9944, loss: 1.9944, grad_norm: 2.6393 2020-08-12 01:21:58,426 - mmaction - INFO - Epoch [206][880/940] lr: 3.791e-02, eta: 22:11:03, time: 1.670, data_time: 0.005, memory: 9063, top1_acc: 0.5330, top5_acc: 0.7646, loss_cls: 2.0087, loss: 2.0087, grad_norm: 2.6541 2020-08-12 01:22:32,910 - mmaction - INFO - Epoch [206][900/940] lr: 3.791e-02, eta: 22:10:29, time: 1.724, data_time: 0.004, memory: 9063, top1_acc: 0.5514, top5_acc: 0.7736, loss_cls: 1.9122, loss: 1.9122, grad_norm: 2.6431 2020-08-12 01:23:07,684 - mmaction - INFO - Epoch [206][920/940] lr: 3.791e-02, eta: 22:09:56, time: 1.739, data_time: 0.005, memory: 9063, top1_acc: 0.5385, top5_acc: 0.7621, loss_cls: 2.0063, loss: 2.0063, grad_norm: 2.6298 2020-08-12 01:23:40,959 - mmaction - INFO - Epoch [206][940/940] lr: 3.791e-02, eta: 22:09:21, time: 1.662, data_time: 0.005, memory: 9063, top1_acc: 0.5339, top5_acc: 0.7581, loss_cls: 2.0494, loss: 2.0494, grad_norm: 2.6385 2020-08-12 01:24:24,198 - mmaction - INFO - Epoch [207][20/940] lr: 3.648e-02, eta: 22:08:53, time: 2.138, data_time: 0.654, memory: 9063, top1_acc: 0.5404, top5_acc: 0.7531, loss_cls: 2.0131, loss: 2.0131, grad_norm: 2.6837 2020-08-12 01:24:57,277 - mmaction - INFO - Epoch [207][40/940] lr: 3.648e-02, eta: 22:08:19, time: 1.654, data_time: 0.005, memory: 9063, top1_acc: 0.5557, top5_acc: 0.7705, loss_cls: 1.9210, loss: 1.9210, grad_norm: 2.6232 2020-08-12 01:25:31,430 - mmaction - INFO - Epoch [207][60/940] lr: 3.648e-02, eta: 22:07:45, time: 1.706, data_time: 0.006, memory: 9063, top1_acc: 0.5520, top5_acc: 0.7764, loss_cls: 1.9084, loss: 1.9084, grad_norm: 2.6760 2020-08-12 01:26:05,943 - mmaction - INFO - Epoch [207][80/940] lr: 3.648e-02, eta: 22:07:11, time: 1.728, data_time: 0.007, memory: 9063, top1_acc: 0.5561, top5_acc: 0.7814, loss_cls: 1.9116, loss: 1.9116, grad_norm: 2.6639 2020-08-12 01:26:39,715 - mmaction - INFO - Epoch [207][100/940] lr: 3.648e-02, eta: 22:06:37, time: 1.687, data_time: 0.005, memory: 9063, top1_acc: 0.5432, top5_acc: 0.7635, loss_cls: 1.9767, loss: 1.9767, grad_norm: 2.6266 2020-08-12 01:27:15,917 - mmaction - INFO - Epoch [207][120/940] lr: 3.648e-02, eta: 22:06:05, time: 1.812, data_time: 0.006, memory: 9063, top1_acc: 0.5582, top5_acc: 0.7770, loss_cls: 1.9271, loss: 1.9271, grad_norm: 2.6740 2020-08-12 01:27:49,428 - mmaction - INFO - Epoch [207][140/940] lr: 3.648e-02, eta: 22:05:30, time: 1.674, data_time: 0.009, memory: 9063, top1_acc: 0.5420, top5_acc: 0.7732, loss_cls: 1.9684, loss: 1.9684, grad_norm: 2.6908 2020-08-12 01:28:24,440 - mmaction - INFO - Epoch [207][160/940] lr: 3.648e-02, eta: 22:04:57, time: 1.749, data_time: 0.006, memory: 9063, top1_acc: 0.5385, top5_acc: 0.7582, loss_cls: 1.9999, loss: 1.9999, grad_norm: 2.6642 2020-08-12 01:28:59,353 - mmaction - INFO - Epoch [207][180/940] lr: 3.648e-02, eta: 22:04:24, time: 1.746, data_time: 0.007, memory: 9063, top1_acc: 0.5443, top5_acc: 0.7742, loss_cls: 1.9656, loss: 1.9656, grad_norm: 2.6594 2020-08-12 01:29:34,029 - mmaction - INFO - Epoch [207][200/940] lr: 3.648e-02, eta: 22:03:50, time: 1.737, data_time: 0.007, memory: 9063, top1_acc: 0.5535, top5_acc: 0.7711, loss_cls: 1.9514, loss: 1.9514, grad_norm: 2.6160 2020-08-12 01:30:07,719 - mmaction - INFO - Epoch [207][220/940] lr: 3.648e-02, eta: 22:03:16, time: 1.685, data_time: 0.005, memory: 9063, top1_acc: 0.5469, top5_acc: 0.7740, loss_cls: 1.9592, loss: 1.9592, grad_norm: 2.6313 2020-08-12 01:30:42,251 - mmaction - INFO - Epoch [207][240/940] lr: 3.648e-02, eta: 22:02:43, time: 1.726, data_time: 0.002, memory: 9063, top1_acc: 0.5506, top5_acc: 0.7701, loss_cls: 1.9668, loss: 1.9668, grad_norm: 2.6361 2020-08-12 01:31:17,619 - mmaction - INFO - Epoch [207][260/940] lr: 3.648e-02, eta: 22:02:10, time: 1.767, data_time: 0.006, memory: 9063, top1_acc: 0.5441, top5_acc: 0.7676, loss_cls: 1.9691, loss: 1.9691, grad_norm: 2.6554 2020-08-12 01:31:52,842 - mmaction - INFO - Epoch [207][280/940] lr: 3.648e-02, eta: 22:01:37, time: 1.762, data_time: 0.006, memory: 9063, top1_acc: 0.5412, top5_acc: 0.7664, loss_cls: 1.9866, loss: 1.9866, grad_norm: 2.6957 2020-08-12 01:32:27,619 - mmaction - INFO - Epoch [207][300/940] lr: 3.648e-02, eta: 22:01:03, time: 1.738, data_time: 0.006, memory: 9063, top1_acc: 0.5451, top5_acc: 0.7723, loss_cls: 1.9506, loss: 1.9506, grad_norm: 2.6429 2020-08-12 01:33:01,958 - mmaction - INFO - Epoch [207][320/940] lr: 3.648e-02, eta: 22:00:29, time: 1.718, data_time: 0.005, memory: 9063, top1_acc: 0.5459, top5_acc: 0.7621, loss_cls: 1.9879, loss: 1.9879, grad_norm: 2.6618 2020-08-12 01:33:37,443 - mmaction - INFO - Epoch [207][340/940] lr: 3.648e-02, eta: 21:59:56, time: 1.775, data_time: 0.005, memory: 9063, top1_acc: 0.5559, top5_acc: 0.7664, loss_cls: 1.9522, loss: 1.9522, grad_norm: 2.6269 2020-08-12 01:34:11,664 - mmaction - INFO - Epoch [207][360/940] lr: 3.648e-02, eta: 21:59:23, time: 1.709, data_time: 0.006, memory: 9063, top1_acc: 0.5482, top5_acc: 0.7658, loss_cls: 1.9746, loss: 1.9746, grad_norm: 2.5983 2020-08-12 01:34:46,718 - mmaction - INFO - Epoch [207][380/940] lr: 3.648e-02, eta: 21:58:49, time: 1.754, data_time: 0.006, memory: 9063, top1_acc: 0.5475, top5_acc: 0.7668, loss_cls: 1.9570, loss: 1.9570, grad_norm: 2.6199 2020-08-12 01:35:21,220 - mmaction - INFO - Epoch [207][400/940] lr: 3.648e-02, eta: 21:58:16, time: 1.724, data_time: 0.005, memory: 9063, top1_acc: 0.5408, top5_acc: 0.7680, loss_cls: 1.9748, loss: 1.9748, grad_norm: 2.6906 2020-08-12 01:35:56,171 - mmaction - INFO - Epoch [207][420/940] lr: 3.648e-02, eta: 21:57:43, time: 1.748, data_time: 0.005, memory: 9063, top1_acc: 0.5393, top5_acc: 0.7738, loss_cls: 1.9552, loss: 1.9552, grad_norm: 2.7109 2020-08-12 01:36:30,884 - mmaction - INFO - Epoch [207][440/940] lr: 3.648e-02, eta: 21:57:09, time: 1.734, data_time: 0.005, memory: 9063, top1_acc: 0.5510, top5_acc: 0.7779, loss_cls: 1.9404, loss: 1.9404, grad_norm: 2.6693 2020-08-12 01:37:05,044 - mmaction - INFO - Epoch [207][460/940] lr: 3.648e-02, eta: 21:56:35, time: 1.709, data_time: 0.005, memory: 9063, top1_acc: 0.5389, top5_acc: 0.7682, loss_cls: 1.9897, loss: 1.9897, grad_norm: 2.6756 2020-08-12 01:37:40,358 - mmaction - INFO - Epoch [207][480/940] lr: 3.648e-02, eta: 21:56:02, time: 1.764, data_time: 0.005, memory: 9063, top1_acc: 0.5449, top5_acc: 0.7791, loss_cls: 1.9241, loss: 1.9241, grad_norm: 2.6339 2020-08-12 01:38:14,812 - mmaction - INFO - Epoch [207][500/940] lr: 3.648e-02, eta: 21:55:29, time: 1.724, data_time: 0.005, memory: 9063, top1_acc: 0.5346, top5_acc: 0.7617, loss_cls: 2.0197, loss: 2.0197, grad_norm: 2.6569 2020-08-12 01:38:48,990 - mmaction - INFO - Epoch [207][520/940] lr: 3.648e-02, eta: 21:54:55, time: 1.709, data_time: 0.005, memory: 9063, top1_acc: 0.5385, top5_acc: 0.7562, loss_cls: 1.9872, loss: 1.9872, grad_norm: 2.6138 2020-08-12 01:39:22,895 - mmaction - INFO - Epoch [207][540/940] lr: 3.648e-02, eta: 21:54:21, time: 1.695, data_time: 0.003, memory: 9063, top1_acc: 0.5432, top5_acc: 0.7668, loss_cls: 1.9781, loss: 1.9781, grad_norm: 2.6822 2020-08-12 01:39:57,873 - mmaction - INFO - Epoch [207][560/940] lr: 3.648e-02, eta: 21:53:47, time: 1.748, data_time: 0.007, memory: 9063, top1_acc: 0.5453, top5_acc: 0.7689, loss_cls: 1.9720, loss: 1.9720, grad_norm: 2.6462 2020-08-12 01:40:33,182 - mmaction - INFO - Epoch [207][580/940] lr: 3.648e-02, eta: 21:53:14, time: 1.762, data_time: 0.005, memory: 9063, top1_acc: 0.5418, top5_acc: 0.7727, loss_cls: 1.9608, loss: 1.9608, grad_norm: 2.6995 2020-08-12 01:41:07,904 - mmaction - INFO - Epoch [207][600/940] lr: 3.648e-02, eta: 21:52:41, time: 1.740, data_time: 0.010, memory: 9063, top1_acc: 0.5484, top5_acc: 0.7639, loss_cls: 1.9824, loss: 1.9824, grad_norm: 2.7074 2020-08-12 01:41:41,144 - mmaction - INFO - Epoch [207][620/940] lr: 3.648e-02, eta: 21:52:07, time: 1.663, data_time: 0.005, memory: 9063, top1_acc: 0.5512, top5_acc: 0.7752, loss_cls: 1.9211, loss: 1.9211, grad_norm: 2.7063 2020-08-12 01:42:15,997 - mmaction - INFO - Epoch [207][640/940] lr: 3.648e-02, eta: 21:51:33, time: 1.739, data_time: 0.008, memory: 9063, top1_acc: 0.5449, top5_acc: 0.7668, loss_cls: 1.9743, loss: 1.9743, grad_norm: 2.6574 2020-08-12 01:42:49,756 - mmaction - INFO - Epoch [207][660/940] lr: 3.648e-02, eta: 21:50:59, time: 1.691, data_time: 0.007, memory: 9063, top1_acc: 0.5447, top5_acc: 0.7709, loss_cls: 1.9637, loss: 1.9637, grad_norm: 2.6945 2020-08-12 01:43:24,513 - mmaction - INFO - Epoch [207][680/940] lr: 3.648e-02, eta: 21:50:26, time: 1.734, data_time: 0.005, memory: 9063, top1_acc: 0.5465, top5_acc: 0.7615, loss_cls: 2.0047, loss: 2.0047, grad_norm: 2.7219 2020-08-12 01:44:00,344 - mmaction - INFO - Epoch [207][700/940] lr: 3.648e-02, eta: 21:49:53, time: 1.795, data_time: 0.007, memory: 9063, top1_acc: 0.5475, top5_acc: 0.7689, loss_cls: 1.9786, loss: 1.9786, grad_norm: 2.6698 2020-08-12 01:44:35,878 - mmaction - INFO - Epoch [207][720/940] lr: 3.648e-02, eta: 21:49:20, time: 1.776, data_time: 0.006, memory: 9063, top1_acc: 0.5441, top5_acc: 0.7686, loss_cls: 1.9875, loss: 1.9875, grad_norm: 2.6447 2020-08-12 01:45:10,259 - mmaction - INFO - Epoch [207][740/940] lr: 3.648e-02, eta: 21:48:46, time: 1.721, data_time: 0.005, memory: 9063, top1_acc: 0.5594, top5_acc: 0.7773, loss_cls: 1.9169, loss: 1.9169, grad_norm: 2.6249 2020-08-12 01:45:45,685 - mmaction - INFO - Epoch [207][760/940] lr: 3.648e-02, eta: 21:48:13, time: 1.770, data_time: 0.002, memory: 9063, top1_acc: 0.5590, top5_acc: 0.7773, loss_cls: 1.9221, loss: 1.9221, grad_norm: 2.6922 2020-08-12 01:46:21,116 - mmaction - INFO - Epoch [207][780/940] lr: 3.648e-02, eta: 21:47:40, time: 1.770, data_time: 0.007, memory: 9063, top1_acc: 0.5389, top5_acc: 0.7736, loss_cls: 1.9649, loss: 1.9649, grad_norm: 2.6497 2020-08-12 01:46:56,687 - mmaction - INFO - Epoch [207][800/940] lr: 3.648e-02, eta: 21:47:07, time: 1.780, data_time: 0.005, memory: 9063, top1_acc: 0.5586, top5_acc: 0.7729, loss_cls: 1.9515, loss: 1.9515, grad_norm: 2.6093 2020-08-12 01:47:31,893 - mmaction - INFO - Epoch [207][820/940] lr: 3.648e-02, eta: 21:46:34, time: 1.758, data_time: 0.006, memory: 9063, top1_acc: 0.5332, top5_acc: 0.7605, loss_cls: 1.9913, loss: 1.9913, grad_norm: 2.6839 2020-08-12 01:48:07,650 - mmaction - INFO - Epoch [207][840/940] lr: 3.648e-02, eta: 21:46:01, time: 1.789, data_time: 0.006, memory: 9063, top1_acc: 0.5408, top5_acc: 0.7623, loss_cls: 1.9996, loss: 1.9996, grad_norm: 2.6637 2020-08-12 01:48:42,821 - mmaction - INFO - Epoch [207][860/940] lr: 3.648e-02, eta: 21:45:28, time: 1.756, data_time: 0.007, memory: 9063, top1_acc: 0.5414, top5_acc: 0.7711, loss_cls: 1.9528, loss: 1.9528, grad_norm: 2.6248 2020-08-12 01:49:18,047 - mmaction - INFO - Epoch [207][880/940] lr: 3.648e-02, eta: 21:44:55, time: 1.766, data_time: 0.007, memory: 9063, top1_acc: 0.5504, top5_acc: 0.7631, loss_cls: 1.9669, loss: 1.9669, grad_norm: 2.6224 2020-08-12 01:49:53,876 - mmaction - INFO - Epoch [207][900/940] lr: 3.648e-02, eta: 21:44:22, time: 1.789, data_time: 0.004, memory: 9063, top1_acc: 0.5316, top5_acc: 0.7572, loss_cls: 2.0188, loss: 2.0188, grad_norm: 2.6622 2020-08-12 01:50:28,434 - mmaction - INFO - Epoch [207][920/940] lr: 3.648e-02, eta: 21:43:48, time: 1.727, data_time: 0.005, memory: 9063, top1_acc: 0.5424, top5_acc: 0.7682, loss_cls: 1.9800, loss: 1.9800, grad_norm: 2.6778 2020-08-12 01:51:02,858 - mmaction - INFO - Epoch [207][940/940] lr: 3.648e-02, eta: 21:43:15, time: 1.724, data_time: 0.008, memory: 9063, top1_acc: 0.5455, top5_acc: 0.7683, loss_cls: 1.9755, loss: 1.9755, grad_norm: 2.7040 2020-08-12 01:51:46,315 - mmaction - INFO - Epoch [208][20/940] lr: 3.508e-02, eta: 21:42:47, time: 2.157, data_time: 0.437, memory: 9063, top1_acc: 0.5527, top5_acc: 0.7723, loss_cls: 1.9124, loss: 1.9124, grad_norm: 2.6379 2020-08-12 01:52:20,508 - mmaction - INFO - Epoch [208][40/940] lr: 3.508e-02, eta: 21:42:13, time: 1.708, data_time: 0.005, memory: 9063, top1_acc: 0.5541, top5_acc: 0.7719, loss_cls: 1.9313, loss: 1.9313, grad_norm: 2.6716 2020-08-12 01:52:54,681 - mmaction - INFO - Epoch [208][60/940] lr: 3.508e-02, eta: 21:41:39, time: 1.709, data_time: 0.005, memory: 9063, top1_acc: 0.5480, top5_acc: 0.7680, loss_cls: 1.9726, loss: 1.9726, grad_norm: 2.7186 2020-08-12 01:53:29,810 - mmaction - INFO - Epoch [208][80/940] lr: 3.508e-02, eta: 21:41:06, time: 1.755, data_time: 0.005, memory: 9063, top1_acc: 0.5395, top5_acc: 0.7635, loss_cls: 1.9849, loss: 1.9849, grad_norm: 2.6708 2020-08-12 01:54:04,766 - mmaction - INFO - Epoch [208][100/940] lr: 3.508e-02, eta: 21:40:32, time: 1.748, data_time: 0.008, memory: 9063, top1_acc: 0.5551, top5_acc: 0.7783, loss_cls: 1.9130, loss: 1.9130, grad_norm: 2.6552 2020-08-12 01:54:38,793 - mmaction - INFO - Epoch [208][120/940] lr: 3.508e-02, eta: 21:39:58, time: 1.704, data_time: 0.006, memory: 9063, top1_acc: 0.5473, top5_acc: 0.7645, loss_cls: 1.9536, loss: 1.9536, grad_norm: 2.6851 2020-08-12 01:55:12,187 - mmaction - INFO - Epoch [208][140/940] lr: 3.508e-02, eta: 21:39:24, time: 1.668, data_time: 0.005, memory: 9063, top1_acc: 0.5484, top5_acc: 0.7688, loss_cls: 1.9599, loss: 1.9599, grad_norm: 2.6710 2020-08-12 01:55:44,924 - mmaction - INFO - Epoch [208][160/940] lr: 3.508e-02, eta: 21:38:49, time: 1.636, data_time: 0.005, memory: 9063, top1_acc: 0.5508, top5_acc: 0.7764, loss_cls: 1.9608, loss: 1.9608, grad_norm: 2.6266 2020-08-12 01:56:18,729 - mmaction - INFO - Epoch [208][180/940] lr: 3.508e-02, eta: 21:38:15, time: 1.691, data_time: 0.007, memory: 9063, top1_acc: 0.5475, top5_acc: 0.7748, loss_cls: 1.9627, loss: 1.9627, grad_norm: 2.6585 2020-08-12 01:56:52,110 - mmaction - INFO - Epoch [208][200/940] lr: 3.508e-02, eta: 21:37:41, time: 1.669, data_time: 0.007, memory: 9063, top1_acc: 0.5551, top5_acc: 0.7744, loss_cls: 1.9373, loss: 1.9373, grad_norm: 2.6751 2020-08-12 01:57:25,791 - mmaction - INFO - Epoch [208][220/940] lr: 3.508e-02, eta: 21:37:07, time: 1.686, data_time: 0.005, memory: 9063, top1_acc: 0.5488, top5_acc: 0.7688, loss_cls: 1.9754, loss: 1.9754, grad_norm: 2.6704 2020-08-12 01:57:59,917 - mmaction - INFO - Epoch [208][240/940] lr: 3.508e-02, eta: 21:36:33, time: 1.701, data_time: 0.005, memory: 9063, top1_acc: 0.5465, top5_acc: 0.7707, loss_cls: 1.9599, loss: 1.9599, grad_norm: 2.6655 2020-08-12 01:58:32,909 - mmaction - INFO - Epoch [208][260/940] lr: 3.508e-02, eta: 21:35:59, time: 1.655, data_time: 0.008, memory: 9063, top1_acc: 0.5496, top5_acc: 0.7695, loss_cls: 1.9580, loss: 1.9580, grad_norm: 2.6718 2020-08-12 01:59:05,268 - mmaction - INFO - Epoch [208][280/940] lr: 3.508e-02, eta: 21:35:24, time: 1.615, data_time: 0.005, memory: 9063, top1_acc: 0.5340, top5_acc: 0.7582, loss_cls: 2.0077, loss: 2.0077, grad_norm: 2.7414 2020-08-12 01:59:38,520 - mmaction - INFO - Epoch [208][300/940] lr: 3.508e-02, eta: 21:34:49, time: 1.665, data_time: 0.008, memory: 9063, top1_acc: 0.5436, top5_acc: 0.7602, loss_cls: 1.9741, loss: 1.9741, grad_norm: 2.7399 2020-08-12 02:00:19,539 - mmaction - INFO - Epoch [208][320/940] lr: 3.508e-02, eta: 21:34:19, time: 2.042, data_time: 0.007, memory: 9063, top1_acc: 0.5406, top5_acc: 0.7670, loss_cls: 1.9680, loss: 1.9680, grad_norm: 2.6926 2020-08-12 02:00:49,476 - mmaction - INFO - Epoch [208][340/940] lr: 3.508e-02, eta: 21:33:43, time: 1.505, data_time: 0.023, memory: 9063, top1_acc: 0.5447, top5_acc: 0.7717, loss_cls: 1.9612, loss: 1.9612, grad_norm: 2.6872 2020-08-12 02:01:21,720 - mmaction - INFO - Epoch [208][360/940] lr: 3.508e-02, eta: 21:33:08, time: 1.606, data_time: 0.005, memory: 9063, top1_acc: 0.5451, top5_acc: 0.7691, loss_cls: 1.9514, loss: 1.9514, grad_norm: 2.7075 2020-08-12 02:01:53,643 - mmaction - INFO - Epoch [208][380/940] lr: 3.508e-02, eta: 21:32:33, time: 1.601, data_time: 0.008, memory: 9063, top1_acc: 0.5572, top5_acc: 0.7781, loss_cls: 1.9050, loss: 1.9050, grad_norm: 2.6843 2020-08-12 02:02:25,794 - mmaction - INFO - Epoch [208][400/940] lr: 3.508e-02, eta: 21:31:58, time: 1.607, data_time: 0.003, memory: 9063, top1_acc: 0.5357, top5_acc: 0.7658, loss_cls: 1.9825, loss: 1.9825, grad_norm: 2.7383 2020-08-12 02:02:57,418 - mmaction - INFO - Epoch [208][420/940] lr: 3.508e-02, eta: 21:31:23, time: 1.581, data_time: 0.006, memory: 9063, top1_acc: 0.5436, top5_acc: 0.7605, loss_cls: 1.9816, loss: 1.9816, grad_norm: 2.7070 2020-08-12 02:03:29,207 - mmaction - INFO - Epoch [208][440/940] lr: 3.508e-02, eta: 21:30:47, time: 1.591, data_time: 0.006, memory: 9063, top1_acc: 0.5654, top5_acc: 0.7742, loss_cls: 1.9212, loss: 1.9212, grad_norm: 2.6732 2020-08-12 02:04:01,952 - mmaction - INFO - Epoch [208][460/940] lr: 3.508e-02, eta: 21:30:13, time: 1.635, data_time: 0.005, memory: 9063, top1_acc: 0.5529, top5_acc: 0.7746, loss_cls: 1.9422, loss: 1.9422, grad_norm: 2.7383 2020-08-12 02:04:34,106 - mmaction - INFO - Epoch [208][480/940] lr: 3.508e-02, eta: 21:29:38, time: 1.611, data_time: 0.006, memory: 9063, top1_acc: 0.5443, top5_acc: 0.7627, loss_cls: 1.9975, loss: 1.9975, grad_norm: 2.7517 2020-08-12 02:05:07,124 - mmaction - INFO - Epoch [208][500/940] lr: 3.508e-02, eta: 21:29:03, time: 1.651, data_time: 0.004, memory: 9063, top1_acc: 0.5494, top5_acc: 0.7678, loss_cls: 1.9583, loss: 1.9583, grad_norm: 2.6853 2020-08-12 02:05:40,302 - mmaction - INFO - Epoch [208][520/940] lr: 3.508e-02, eta: 21:28:29, time: 1.658, data_time: 0.001, memory: 9063, top1_acc: 0.5521, top5_acc: 0.7672, loss_cls: 1.9573, loss: 1.9573, grad_norm: 2.6885 2020-08-12 02:06:11,945 - mmaction - INFO - Epoch [208][540/940] lr: 3.508e-02, eta: 21:27:53, time: 1.578, data_time: 0.005, memory: 9063, top1_acc: 0.5471, top5_acc: 0.7719, loss_cls: 1.9480, loss: 1.9480, grad_norm: 2.7064 2020-08-12 02:06:42,498 - mmaction - INFO - Epoch [208][560/940] lr: 3.508e-02, eta: 21:27:17, time: 1.531, data_time: 0.007, memory: 9063, top1_acc: 0.5422, top5_acc: 0.7758, loss_cls: 1.9680, loss: 1.9680, grad_norm: 2.7496 2020-08-12 02:07:13,994 - mmaction - INFO - Epoch [208][580/940] lr: 3.508e-02, eta: 21:26:42, time: 1.574, data_time: 0.008, memory: 9063, top1_acc: 0.5555, top5_acc: 0.7756, loss_cls: 1.9249, loss: 1.9249, grad_norm: 2.6645 2020-08-12 02:07:43,581 - mmaction - INFO - Epoch [208][600/940] lr: 3.508e-02, eta: 21:26:05, time: 1.481, data_time: 0.006, memory: 9063, top1_acc: 0.5477, top5_acc: 0.7672, loss_cls: 1.9705, loss: 1.9705, grad_norm: 2.7330 2020-08-12 02:08:14,227 - mmaction - INFO - Epoch [208][620/940] lr: 3.508e-02, eta: 21:25:29, time: 1.531, data_time: 0.005, memory: 9063, top1_acc: 0.5447, top5_acc: 0.7754, loss_cls: 1.9425, loss: 1.9425, grad_norm: 2.6913 2020-08-12 02:08:45,687 - mmaction - INFO - Epoch [208][640/940] lr: 3.508e-02, eta: 21:24:54, time: 1.572, data_time: 0.005, memory: 9063, top1_acc: 0.5492, top5_acc: 0.7736, loss_cls: 1.9758, loss: 1.9758, grad_norm: 2.6816 2020-08-12 02:09:17,170 - mmaction - INFO - Epoch [208][660/940] lr: 3.508e-02, eta: 21:24:18, time: 1.575, data_time: 0.008, memory: 9063, top1_acc: 0.5502, top5_acc: 0.7688, loss_cls: 1.9696, loss: 1.9696, grad_norm: 2.7389 2020-08-12 02:09:49,777 - mmaction - INFO - Epoch [208][680/940] lr: 3.508e-02, eta: 21:23:44, time: 1.633, data_time: 0.005, memory: 9063, top1_acc: 0.5436, top5_acc: 0.7736, loss_cls: 1.9687, loss: 1.9687, grad_norm: 2.7192 2020-08-12 02:10:21,573 - mmaction - INFO - Epoch [208][700/940] lr: 3.508e-02, eta: 21:23:08, time: 1.587, data_time: 0.004, memory: 9063, top1_acc: 0.5434, top5_acc: 0.7680, loss_cls: 1.9783, loss: 1.9783, grad_norm: 2.7315 2020-08-12 02:10:53,231 - mmaction - INFO - Epoch [208][720/940] lr: 3.508e-02, eta: 21:22:33, time: 1.585, data_time: 0.006, memory: 9063, top1_acc: 0.5479, top5_acc: 0.7682, loss_cls: 1.9524, loss: 1.9524, grad_norm: 2.6783 2020-08-12 02:11:25,581 - mmaction - INFO - Epoch [208][740/940] lr: 3.508e-02, eta: 21:21:58, time: 1.617, data_time: 0.005, memory: 9063, top1_acc: 0.5443, top5_acc: 0.7701, loss_cls: 1.9634, loss: 1.9634, grad_norm: 2.7389 2020-08-12 02:11:57,028 - mmaction - INFO - Epoch [208][760/940] lr: 3.508e-02, eta: 21:21:23, time: 1.575, data_time: 0.005, memory: 9063, top1_acc: 0.5430, top5_acc: 0.7676, loss_cls: 2.0095, loss: 2.0095, grad_norm: 2.7267 2020-08-12 02:12:28,731 - mmaction - INFO - Epoch [208][780/940] lr: 3.508e-02, eta: 21:20:47, time: 1.585, data_time: 0.001, memory: 9063, top1_acc: 0.5465, top5_acc: 0.7689, loss_cls: 1.9775, loss: 1.9775, grad_norm: 2.6918 2020-08-12 02:13:00,978 - mmaction - INFO - Epoch [208][800/940] lr: 3.508e-02, eta: 21:20:12, time: 1.610, data_time: 0.005, memory: 9063, top1_acc: 0.5297, top5_acc: 0.7678, loss_cls: 1.9926, loss: 1.9926, grad_norm: 2.6918 2020-08-12 02:13:31,533 - mmaction - INFO - Epoch [208][820/940] lr: 3.508e-02, eta: 21:19:36, time: 1.530, data_time: 0.006, memory: 9063, top1_acc: 0.5531, top5_acc: 0.7766, loss_cls: 1.9324, loss: 1.9324, grad_norm: 2.6616 2020-08-12 02:14:03,021 - mmaction - INFO - Epoch [208][840/940] lr: 3.508e-02, eta: 21:19:01, time: 1.574, data_time: 0.003, memory: 9063, top1_acc: 0.5461, top5_acc: 0.7662, loss_cls: 1.9434, loss: 1.9434, grad_norm: 2.6563 2020-08-12 02:14:35,039 - mmaction - INFO - Epoch [208][860/940] lr: 3.508e-02, eta: 21:18:26, time: 1.598, data_time: 0.005, memory: 9063, top1_acc: 0.5445, top5_acc: 0.7637, loss_cls: 1.9870, loss: 1.9870, grad_norm: 2.7047 2020-08-12 02:15:06,343 - mmaction - INFO - Epoch [208][880/940] lr: 3.508e-02, eta: 21:17:50, time: 1.567, data_time: 0.005, memory: 9063, top1_acc: 0.5457, top5_acc: 0.7691, loss_cls: 1.9791, loss: 1.9791, grad_norm: 2.6776 2020-08-12 02:15:37,723 - mmaction - INFO - Epoch [208][900/940] lr: 3.508e-02, eta: 21:17:15, time: 1.569, data_time: 0.002, memory: 9063, top1_acc: 0.5432, top5_acc: 0.7650, loss_cls: 2.0054, loss: 2.0054, grad_norm: 2.7141 2020-08-12 02:16:08,290 - mmaction - INFO - Epoch [208][920/940] lr: 3.508e-02, eta: 21:16:39, time: 1.528, data_time: 0.002, memory: 9063, top1_acc: 0.5504, top5_acc: 0.7768, loss_cls: 1.9237, loss: 1.9237, grad_norm: 2.7012 2020-08-12 02:16:39,047 - mmaction - INFO - Epoch [208][940/940] lr: 3.508e-02, eta: 21:16:03, time: 1.538, data_time: 0.006, memory: 9063, top1_acc: 0.5570, top5_acc: 0.7670, loss_cls: 1.9804, loss: 1.9804, grad_norm: 2.7518 2020-08-12 02:16:39,468 - mmaction - INFO - Saving checkpoint at 208 epochs 2020-08-12 02:17:21,676 - mmaction - INFO - Epoch [209][20/940] lr: 3.371e-02, eta: 21:15:33, time: 1.996, data_time: 0.503, memory: 9063, top1_acc: 0.5428, top5_acc: 0.7791, loss_cls: 1.9356, loss: 1.9356, grad_norm: 2.7420 2020-08-12 02:17:52,795 - mmaction - INFO - Epoch [209][40/940] lr: 3.371e-02, eta: 21:14:57, time: 1.561, data_time: 0.009, memory: 9063, top1_acc: 0.5602, top5_acc: 0.7734, loss_cls: 1.8945, loss: 1.8945, grad_norm: 2.6804 2020-08-12 02:18:24,325 - mmaction - INFO - Epoch [209][60/940] lr: 3.371e-02, eta: 21:14:22, time: 1.576, data_time: 0.005, memory: 9063, top1_acc: 0.5486, top5_acc: 0.7773, loss_cls: 1.9244, loss: 1.9244, grad_norm: 2.7461 2020-08-12 02:18:56,602 - mmaction - INFO - Epoch [209][80/940] lr: 3.371e-02, eta: 21:13:47, time: 1.616, data_time: 0.007, memory: 9063, top1_acc: 0.5471, top5_acc: 0.7621, loss_cls: 1.9820, loss: 1.9820, grad_norm: 2.7041 2020-08-12 02:19:30,336 - mmaction - INFO - Epoch [209][100/940] lr: 3.371e-02, eta: 21:13:13, time: 1.684, data_time: 0.002, memory: 9063, top1_acc: 0.5576, top5_acc: 0.7713, loss_cls: 1.9332, loss: 1.9332, grad_norm: 2.6708 2020-08-12 02:20:03,729 - mmaction - INFO - Epoch [209][120/940] lr: 3.371e-02, eta: 21:12:38, time: 1.672, data_time: 0.007, memory: 9063, top1_acc: 0.5619, top5_acc: 0.7855, loss_cls: 1.8672, loss: 1.8672, grad_norm: 2.6956 2020-08-12 02:20:36,680 - mmaction - INFO - Epoch [209][140/940] lr: 3.371e-02, eta: 21:12:04, time: 1.643, data_time: 0.002, memory: 9063, top1_acc: 0.5502, top5_acc: 0.7705, loss_cls: 1.9438, loss: 1.9438, grad_norm: 2.7021 2020-08-12 02:21:09,406 - mmaction - INFO - Epoch [209][160/940] lr: 3.371e-02, eta: 21:11:29, time: 1.638, data_time: 0.008, memory: 9063, top1_acc: 0.5611, top5_acc: 0.7785, loss_cls: 1.9021, loss: 1.9021, grad_norm: 2.7178 2020-08-12 02:21:42,599 - mmaction - INFO - Epoch [209][180/940] lr: 3.371e-02, eta: 21:10:55, time: 1.662, data_time: 0.006, memory: 9063, top1_acc: 0.5477, top5_acc: 0.7688, loss_cls: 1.9531, loss: 1.9531, grad_norm: 2.7140 2020-08-12 02:22:16,196 - mmaction - INFO - Epoch [209][200/940] lr: 3.371e-02, eta: 21:10:21, time: 1.678, data_time: 0.005, memory: 9063, top1_acc: 0.5494, top5_acc: 0.7691, loss_cls: 1.9399, loss: 1.9399, grad_norm: 2.6608 2020-08-12 02:22:49,671 - mmaction - INFO - Epoch [209][220/940] lr: 3.371e-02, eta: 21:09:47, time: 1.676, data_time: 0.006, memory: 9063, top1_acc: 0.5547, top5_acc: 0.7729, loss_cls: 1.9386, loss: 1.9386, grad_norm: 2.7518 2020-08-12 02:23:22,705 - mmaction - INFO - Epoch [209][240/940] lr: 3.371e-02, eta: 21:09:12, time: 1.650, data_time: 0.002, memory: 9063, top1_acc: 0.5543, top5_acc: 0.7682, loss_cls: 1.9539, loss: 1.9539, grad_norm: 2.6870 2020-08-12 02:23:55,863 - mmaction - INFO - Epoch [209][260/940] lr: 3.371e-02, eta: 21:08:38, time: 1.661, data_time: 0.007, memory: 9063, top1_acc: 0.5389, top5_acc: 0.7607, loss_cls: 1.9852, loss: 1.9852, grad_norm: 2.7159 2020-08-12 02:24:29,523 - mmaction - INFO - Epoch [209][280/940] lr: 3.371e-02, eta: 21:08:04, time: 1.682, data_time: 0.002, memory: 9063, top1_acc: 0.5467, top5_acc: 0.7729, loss_cls: 1.9471, loss: 1.9471, grad_norm: 2.6814 2020-08-12 02:25:03,421 - mmaction - INFO - Epoch [209][300/940] lr: 3.371e-02, eta: 21:07:30, time: 1.695, data_time: 0.006, memory: 9063, top1_acc: 0.5502, top5_acc: 0.7633, loss_cls: 1.9667, loss: 1.9667, grad_norm: 2.7456 2020-08-12 02:25:36,928 - mmaction - INFO - Epoch [209][320/940] lr: 3.371e-02, eta: 21:06:55, time: 1.671, data_time: 0.002, memory: 9063, top1_acc: 0.5564, top5_acc: 0.7725, loss_cls: 1.9329, loss: 1.9329, grad_norm: 2.7387 2020-08-12 02:26:11,605 - mmaction - INFO - Epoch [209][340/940] lr: 3.371e-02, eta: 21:06:22, time: 1.737, data_time: 0.010, memory: 9063, top1_acc: 0.5547, top5_acc: 0.7727, loss_cls: 1.9463, loss: 1.9463, grad_norm: 2.7183 2020-08-12 02:26:45,887 - mmaction - INFO - Epoch [209][360/940] lr: 3.371e-02, eta: 21:05:48, time: 1.716, data_time: 0.005, memory: 9063, top1_acc: 0.5389, top5_acc: 0.7688, loss_cls: 1.9728, loss: 1.9728, grad_norm: 2.6812 2020-08-12 02:27:19,349 - mmaction - INFO - Epoch [209][380/940] lr: 3.371e-02, eta: 21:05:14, time: 1.671, data_time: 0.004, memory: 9063, top1_acc: 0.5467, top5_acc: 0.7828, loss_cls: 1.8887, loss: 1.8887, grad_norm: 2.7269 2020-08-12 02:27:53,967 - mmaction - INFO - Epoch [209][400/940] lr: 3.371e-02, eta: 21:04:40, time: 1.732, data_time: 0.006, memory: 9063, top1_acc: 0.5586, top5_acc: 0.7783, loss_cls: 1.8750, loss: 1.8750, grad_norm: 2.6513 2020-08-12 02:28:25,697 - mmaction - INFO - Epoch [209][420/940] lr: 3.371e-02, eta: 21:04:05, time: 1.585, data_time: 0.005, memory: 9063, top1_acc: 0.5490, top5_acc: 0.7695, loss_cls: 1.9404, loss: 1.9404, grad_norm: 2.7292 2020-08-12 02:29:00,125 - mmaction - INFO - Epoch [209][440/940] lr: 3.371e-02, eta: 21:03:32, time: 1.721, data_time: 0.006, memory: 9063, top1_acc: 0.5455, top5_acc: 0.7672, loss_cls: 1.9605, loss: 1.9605, grad_norm: 2.7373 2020-08-12 02:29:33,303 - mmaction - INFO - Epoch [209][460/940] lr: 3.371e-02, eta: 21:02:57, time: 1.661, data_time: 0.005, memory: 9063, top1_acc: 0.5551, top5_acc: 0.7826, loss_cls: 1.9027, loss: 1.9027, grad_norm: 2.6806 2020-08-12 02:30:08,262 - mmaction - INFO - Epoch [209][480/940] lr: 3.371e-02, eta: 21:02:24, time: 1.746, data_time: 0.005, memory: 9063, top1_acc: 0.5445, top5_acc: 0.7713, loss_cls: 1.9566, loss: 1.9566, grad_norm: 2.7850 2020-08-12 02:30:42,478 - mmaction - INFO - Epoch [209][500/940] lr: 3.371e-02, eta: 21:01:50, time: 1.711, data_time: 0.003, memory: 9063, top1_acc: 0.5516, top5_acc: 0.7705, loss_cls: 1.9456, loss: 1.9456, grad_norm: 2.7688 2020-08-12 02:31:16,030 - mmaction - INFO - Epoch [209][520/940] lr: 3.371e-02, eta: 21:01:16, time: 1.674, data_time: 0.006, memory: 9063, top1_acc: 0.5570, top5_acc: 0.7709, loss_cls: 1.9295, loss: 1.9295, grad_norm: 2.6774 2020-08-12 02:31:50,670 - mmaction - INFO - Epoch [209][540/940] lr: 3.371e-02, eta: 21:00:42, time: 1.734, data_time: 0.006, memory: 9063, top1_acc: 0.5473, top5_acc: 0.7717, loss_cls: 1.9576, loss: 1.9576, grad_norm: 2.7196 2020-08-12 02:32:24,486 - mmaction - INFO - Epoch [209][560/940] lr: 3.371e-02, eta: 21:00:08, time: 1.693, data_time: 0.006, memory: 9063, top1_acc: 0.5508, top5_acc: 0.7770, loss_cls: 1.9509, loss: 1.9509, grad_norm: 2.7580 2020-08-12 02:32:59,497 - mmaction - INFO - Epoch [209][580/940] lr: 3.371e-02, eta: 20:59:35, time: 1.748, data_time: 0.002, memory: 9063, top1_acc: 0.5693, top5_acc: 0.7910, loss_cls: 1.8361, loss: 1.8361, grad_norm: 2.6162 2020-08-12 02:33:32,910 - mmaction - INFO - Epoch [209][600/940] lr: 3.371e-02, eta: 20:59:01, time: 1.672, data_time: 0.006, memory: 9063, top1_acc: 0.5543, top5_acc: 0.7768, loss_cls: 1.9162, loss: 1.9162, grad_norm: 2.7333 2020-08-12 02:34:06,756 - mmaction - INFO - Epoch [209][620/940] lr: 3.371e-02, eta: 20:58:27, time: 1.690, data_time: 0.008, memory: 9063, top1_acc: 0.5549, top5_acc: 0.7773, loss_cls: 1.9361, loss: 1.9361, grad_norm: 2.7457 2020-08-12 02:34:39,453 - mmaction - INFO - Epoch [209][640/940] lr: 3.371e-02, eta: 20:57:52, time: 1.638, data_time: 0.006, memory: 9063, top1_acc: 0.5535, top5_acc: 0.7699, loss_cls: 1.9539, loss: 1.9539, grad_norm: 2.7475 2020-08-12 02:35:11,030 - mmaction - INFO - Epoch [209][660/940] lr: 3.371e-02, eta: 20:57:17, time: 1.578, data_time: 0.005, memory: 9063, top1_acc: 0.5523, top5_acc: 0.7717, loss_cls: 1.9306, loss: 1.9306, grad_norm: 2.7989 2020-08-12 02:35:45,729 - mmaction - INFO - Epoch [209][680/940] lr: 3.371e-02, eta: 20:56:43, time: 1.735, data_time: 0.005, memory: 9063, top1_acc: 0.5475, top5_acc: 0.7713, loss_cls: 1.9399, loss: 1.9399, grad_norm: 2.6975 2020-08-12 02:36:19,718 - mmaction - INFO - Epoch [209][700/940] lr: 3.371e-02, eta: 20:56:09, time: 1.697, data_time: 0.007, memory: 9063, top1_acc: 0.5391, top5_acc: 0.7672, loss_cls: 1.9715, loss: 1.9715, grad_norm: 2.7383 2020-08-12 02:36:51,974 - mmaction - INFO - Epoch [209][720/940] lr: 3.371e-02, eta: 20:55:35, time: 1.615, data_time: 0.010, memory: 9063, top1_acc: 0.5518, top5_acc: 0.7717, loss_cls: 1.9424, loss: 1.9424, grad_norm: 2.6782 2020-08-12 02:37:26,838 - mmaction - INFO - Epoch [209][740/940] lr: 3.371e-02, eta: 20:55:01, time: 1.743, data_time: 0.005, memory: 9063, top1_acc: 0.5480, top5_acc: 0.7697, loss_cls: 1.9458, loss: 1.9458, grad_norm: 2.7298 2020-08-12 02:38:01,525 - mmaction - INFO - Epoch [209][760/940] lr: 3.371e-02, eta: 20:54:28, time: 1.735, data_time: 0.005, memory: 9063, top1_acc: 0.5449, top5_acc: 0.7646, loss_cls: 1.9606, loss: 1.9606, grad_norm: 2.7368 2020-08-12 02:38:36,051 - mmaction - INFO - Epoch [209][780/940] lr: 3.371e-02, eta: 20:53:54, time: 1.724, data_time: 0.005, memory: 9063, top1_acc: 0.5584, top5_acc: 0.7760, loss_cls: 1.9097, loss: 1.9097, grad_norm: 2.7162 2020-08-12 02:39:08,133 - mmaction - INFO - Epoch [209][800/940] lr: 3.371e-02, eta: 20:53:19, time: 1.606, data_time: 0.006, memory: 9063, top1_acc: 0.5461, top5_acc: 0.7707, loss_cls: 1.9702, loss: 1.9702, grad_norm: 2.7917 2020-08-12 02:39:41,610 - mmaction - INFO - Epoch [209][820/940] lr: 3.371e-02, eta: 20:52:45, time: 1.672, data_time: 0.005, memory: 9063, top1_acc: 0.5574, top5_acc: 0.7740, loss_cls: 1.9296, loss: 1.9296, grad_norm: 2.7235 2020-08-12 02:40:15,047 - mmaction - INFO - Epoch [209][840/940] lr: 3.371e-02, eta: 20:52:11, time: 1.671, data_time: 0.008, memory: 9063, top1_acc: 0.5492, top5_acc: 0.7668, loss_cls: 1.9506, loss: 1.9506, grad_norm: 2.7619 2020-08-12 02:40:49,727 - mmaction - INFO - Epoch [209][860/940] lr: 3.371e-02, eta: 20:51:37, time: 1.738, data_time: 0.007, memory: 9063, top1_acc: 0.5537, top5_acc: 0.7689, loss_cls: 1.9538, loss: 1.9538, grad_norm: 2.6839 2020-08-12 02:41:24,406 - mmaction - INFO - Epoch [209][880/940] lr: 3.371e-02, eta: 20:51:04, time: 1.732, data_time: 0.005, memory: 9063, top1_acc: 0.5576, top5_acc: 0.7654, loss_cls: 1.9434, loss: 1.9434, grad_norm: 2.7355 2020-08-12 02:41:58,748 - mmaction - INFO - Epoch [209][900/940] lr: 3.371e-02, eta: 20:50:30, time: 1.717, data_time: 0.007, memory: 9063, top1_acc: 0.5455, top5_acc: 0.7619, loss_cls: 1.9917, loss: 1.9917, grad_norm: 2.7607 2020-08-12 02:42:31,462 - mmaction - INFO - Epoch [209][920/940] lr: 3.371e-02, eta: 20:49:55, time: 1.636, data_time: 0.006, memory: 9063, top1_acc: 0.5619, top5_acc: 0.7727, loss_cls: 1.9255, loss: 1.9255, grad_norm: 2.7056 2020-08-12 02:43:05,354 - mmaction - INFO - Epoch [209][940/940] lr: 3.371e-02, eta: 20:49:21, time: 1.693, data_time: 0.004, memory: 9063, top1_acc: 0.5420, top5_acc: 0.7630, loss_cls: 2.0014, loss: 2.0014, grad_norm: 2.8156 2020-08-12 02:43:46,720 - mmaction - INFO - Epoch [210][20/940] lr: 3.236e-02, eta: 20:48:52, time: 2.055, data_time: 0.414, memory: 9063, top1_acc: 0.5764, top5_acc: 0.7838, loss_cls: 1.8561, loss: 1.8561, grad_norm: 2.6810 2020-08-12 02:44:19,945 - mmaction - INFO - Epoch [210][40/940] lr: 3.236e-02, eta: 20:48:17, time: 1.662, data_time: 0.007, memory: 9063, top1_acc: 0.5535, top5_acc: 0.7744, loss_cls: 1.9146, loss: 1.9146, grad_norm: 2.7793 2020-08-12 02:44:55,036 - mmaction - INFO - Epoch [210][60/940] lr: 3.236e-02, eta: 20:47:44, time: 1.757, data_time: 0.005, memory: 9063, top1_acc: 0.5482, top5_acc: 0.7705, loss_cls: 1.9352, loss: 1.9352, grad_norm: 2.6861 2020-08-12 02:45:27,526 - mmaction - INFO - Epoch [210][80/940] lr: 3.236e-02, eta: 20:47:09, time: 1.622, data_time: 0.005, memory: 9063, top1_acc: 0.5611, top5_acc: 0.7719, loss_cls: 1.9255, loss: 1.9255, grad_norm: 2.7237 2020-08-12 02:46:01,883 - mmaction - INFO - Epoch [210][100/940] lr: 3.236e-02, eta: 20:46:35, time: 1.720, data_time: 0.006, memory: 9063, top1_acc: 0.5674, top5_acc: 0.7828, loss_cls: 1.8591, loss: 1.8591, grad_norm: 2.7194 2020-08-12 02:46:36,579 - mmaction - INFO - Epoch [210][120/940] lr: 3.236e-02, eta: 20:46:02, time: 1.730, data_time: 0.005, memory: 9063, top1_acc: 0.5525, top5_acc: 0.7744, loss_cls: 1.9382, loss: 1.9382, grad_norm: 2.7452 2020-08-12 02:47:12,430 - mmaction - INFO - Epoch [210][140/940] lr: 3.236e-02, eta: 20:45:29, time: 1.797, data_time: 0.008, memory: 9063, top1_acc: 0.5656, top5_acc: 0.7727, loss_cls: 1.9204, loss: 1.9204, grad_norm: 2.7242 2020-08-12 02:47:46,378 - mmaction - INFO - Epoch [210][160/940] lr: 3.236e-02, eta: 20:44:55, time: 1.695, data_time: 0.006, memory: 9063, top1_acc: 0.5600, top5_acc: 0.7732, loss_cls: 1.9232, loss: 1.9232, grad_norm: 2.7536 2020-08-12 02:48:18,974 - mmaction - INFO - Epoch [210][180/940] lr: 3.236e-02, eta: 20:44:20, time: 1.632, data_time: 0.006, memory: 9063, top1_acc: 0.5605, top5_acc: 0.7787, loss_cls: 1.8823, loss: 1.8823, grad_norm: 2.6912 2020-08-12 02:48:54,635 - mmaction - INFO - Epoch [210][200/940] lr: 3.236e-02, eta: 20:43:48, time: 1.781, data_time: 0.006, memory: 9063, top1_acc: 0.5518, top5_acc: 0.7697, loss_cls: 1.9435, loss: 1.9435, grad_norm: 2.8022 2020-08-12 02:49:29,776 - mmaction - INFO - Epoch [210][220/940] lr: 3.236e-02, eta: 20:43:14, time: 1.760, data_time: 0.005, memory: 9063, top1_acc: 0.5596, top5_acc: 0.7789, loss_cls: 1.9048, loss: 1.9048, grad_norm: 2.7414 2020-08-12 02:50:04,199 - mmaction - INFO - Epoch [210][240/940] lr: 3.236e-02, eta: 20:42:41, time: 1.720, data_time: 0.005, memory: 9063, top1_acc: 0.5555, top5_acc: 0.7732, loss_cls: 1.9231, loss: 1.9231, grad_norm: 2.7394 2020-08-12 02:50:39,204 - mmaction - INFO - Epoch [210][260/940] lr: 3.236e-02, eta: 20:42:07, time: 1.750, data_time: 0.003, memory: 9063, top1_acc: 0.5570, top5_acc: 0.7797, loss_cls: 1.9110, loss: 1.9110, grad_norm: 2.7559 2020-08-12 02:51:14,641 - mmaction - INFO - Epoch [210][280/940] lr: 3.236e-02, eta: 20:41:34, time: 1.771, data_time: 0.005, memory: 9063, top1_acc: 0.5465, top5_acc: 0.7641, loss_cls: 1.9864, loss: 1.9864, grad_norm: 2.7343 2020-08-12 02:51:49,546 - mmaction - INFO - Epoch [210][300/940] lr: 3.236e-02, eta: 20:41:01, time: 1.747, data_time: 0.007, memory: 9063, top1_acc: 0.5631, top5_acc: 0.7783, loss_cls: 1.8961, loss: 1.8961, grad_norm: 2.6940 2020-08-12 02:52:25,280 - mmaction - INFO - Epoch [210][320/940] lr: 3.236e-02, eta: 20:40:28, time: 1.785, data_time: 0.004, memory: 9063, top1_acc: 0.5527, top5_acc: 0.7705, loss_cls: 1.9436, loss: 1.9436, grad_norm: 2.7301 2020-08-12 02:53:00,029 - mmaction - INFO - Epoch [210][340/940] lr: 3.236e-02, eta: 20:39:54, time: 1.739, data_time: 0.005, memory: 9063, top1_acc: 0.5678, top5_acc: 0.7863, loss_cls: 1.8696, loss: 1.8696, grad_norm: 2.7539 2020-08-12 02:53:33,623 - mmaction - INFO - Epoch [210][360/940] lr: 3.236e-02, eta: 20:39:20, time: 1.677, data_time: 0.005, memory: 9063, top1_acc: 0.5588, top5_acc: 0.7734, loss_cls: 1.9242, loss: 1.9242, grad_norm: 2.7838 2020-08-12 02:54:07,040 - mmaction - INFO - Epoch [210][380/940] lr: 3.236e-02, eta: 20:38:46, time: 1.673, data_time: 0.007, memory: 9063, top1_acc: 0.5633, top5_acc: 0.7842, loss_cls: 1.8780, loss: 1.8780, grad_norm: 2.7567 2020-08-12 02:54:42,553 - mmaction - INFO - Epoch [210][400/940] lr: 3.236e-02, eta: 20:38:13, time: 1.775, data_time: 0.007, memory: 9063, top1_acc: 0.5406, top5_acc: 0.7678, loss_cls: 1.9891, loss: 1.9891, grad_norm: 2.7519 2020-08-12 02:55:18,472 - mmaction - INFO - Epoch [210][420/940] lr: 3.236e-02, eta: 20:37:40, time: 1.795, data_time: 0.005, memory: 9063, top1_acc: 0.5443, top5_acc: 0.7658, loss_cls: 1.9663, loss: 1.9663, grad_norm: 2.7606 2020-08-12 02:55:53,657 - mmaction - INFO - Epoch [210][440/940] lr: 3.236e-02, eta: 20:37:07, time: 1.762, data_time: 0.007, memory: 9063, top1_acc: 0.5590, top5_acc: 0.7842, loss_cls: 1.8870, loss: 1.8870, grad_norm: 2.7381 2020-08-12 02:56:28,520 - mmaction - INFO - Epoch [210][460/940] lr: 3.236e-02, eta: 20:36:34, time: 1.744, data_time: 0.005, memory: 9063, top1_acc: 0.5553, top5_acc: 0.7803, loss_cls: 1.9084, loss: 1.9084, grad_norm: 2.7535 2020-08-12 02:57:01,208 - mmaction - INFO - Epoch [210][480/940] lr: 3.236e-02, eta: 20:35:59, time: 1.634, data_time: 0.002, memory: 9063, top1_acc: 0.5506, top5_acc: 0.7764, loss_cls: 1.9329, loss: 1.9329, grad_norm: 2.7353 2020-08-12 02:57:36,506 - mmaction - INFO - Epoch [210][500/940] lr: 3.236e-02, eta: 20:35:26, time: 1.763, data_time: 0.005, memory: 9063, top1_acc: 0.5586, top5_acc: 0.7793, loss_cls: 1.8902, loss: 1.8902, grad_norm: 2.7221 2020-08-12 02:58:12,451 - mmaction - INFO - Epoch [210][520/940] lr: 3.236e-02, eta: 20:34:53, time: 1.798, data_time: 0.005, memory: 9063, top1_acc: 0.5561, top5_acc: 0.7717, loss_cls: 1.9404, loss: 1.9404, grad_norm: 2.7986 2020-08-12 02:58:48,134 - mmaction - INFO - Epoch [210][540/940] lr: 3.236e-02, eta: 20:34:20, time: 1.783, data_time: 0.005, memory: 9063, top1_acc: 0.5496, top5_acc: 0.7789, loss_cls: 1.9138, loss: 1.9138, grad_norm: 2.7291 2020-08-12 02:59:22,420 - mmaction - INFO - Epoch [210][560/940] lr: 3.236e-02, eta: 20:33:46, time: 1.716, data_time: 0.006, memory: 9063, top1_acc: 0.5461, top5_acc: 0.7670, loss_cls: 1.9597, loss: 1.9597, grad_norm: 2.7399 2020-08-12 02:59:56,889 - mmaction - INFO - Epoch [210][580/940] lr: 3.236e-02, eta: 20:33:13, time: 1.720, data_time: 0.004, memory: 9063, top1_acc: 0.5568, top5_acc: 0.7732, loss_cls: 1.9438, loss: 1.9438, grad_norm: 2.8095 2020-08-12 03:00:32,456 - mmaction - INFO - Epoch [210][600/940] lr: 3.236e-02, eta: 20:32:40, time: 1.777, data_time: 0.008, memory: 9063, top1_acc: 0.5547, top5_acc: 0.7750, loss_cls: 1.9169, loss: 1.9169, grad_norm: 2.7231 2020-08-12 03:01:05,858 - mmaction - INFO - Epoch [210][620/940] lr: 3.236e-02, eta: 20:32:05, time: 1.673, data_time: 0.018, memory: 9063, top1_acc: 0.5557, top5_acc: 0.7734, loss_cls: 1.9439, loss: 1.9439, grad_norm: 2.7370 2020-08-12 03:01:41,686 - mmaction - INFO - Epoch [210][640/940] lr: 3.236e-02, eta: 20:31:33, time: 1.791, data_time: 0.005, memory: 9063, top1_acc: 0.5625, top5_acc: 0.7768, loss_cls: 1.9175, loss: 1.9175, grad_norm: 2.7347 2020-08-12 03:02:16,588 - mmaction - INFO - Epoch [210][660/940] lr: 3.236e-02, eta: 20:30:59, time: 1.746, data_time: 0.007, memory: 9063, top1_acc: 0.5586, top5_acc: 0.7732, loss_cls: 1.9203, loss: 1.9203, grad_norm: 2.7886 2020-08-12 03:02:52,168 - mmaction - INFO - Epoch [210][680/940] lr: 3.236e-02, eta: 20:30:26, time: 1.779, data_time: 0.006, memory: 9063, top1_acc: 0.5449, top5_acc: 0.7658, loss_cls: 1.9736, loss: 1.9736, grad_norm: 2.7448 2020-08-12 03:03:27,388 - mmaction - INFO - Epoch [210][700/940] lr: 3.236e-02, eta: 20:29:53, time: 1.759, data_time: 0.005, memory: 9063, top1_acc: 0.5600, top5_acc: 0.7797, loss_cls: 1.8914, loss: 1.8914, grad_norm: 2.7247 2020-08-12 03:04:01,877 - mmaction - INFO - Epoch [210][720/940] lr: 3.236e-02, eta: 20:29:19, time: 1.726, data_time: 0.008, memory: 9063, top1_acc: 0.5520, top5_acc: 0.7738, loss_cls: 1.9376, loss: 1.9376, grad_norm: 2.7608 2020-08-12 03:04:37,137 - mmaction - INFO - Epoch [210][740/940] lr: 3.236e-02, eta: 20:28:46, time: 1.761, data_time: 0.005, memory: 9063, top1_acc: 0.5533, top5_acc: 0.7773, loss_cls: 1.9056, loss: 1.9056, grad_norm: 2.7342 2020-08-12 03:05:11,881 - mmaction - INFO - Epoch [210][760/940] lr: 3.236e-02, eta: 20:28:13, time: 1.738, data_time: 0.008, memory: 9063, top1_acc: 0.5531, top5_acc: 0.7705, loss_cls: 1.9453, loss: 1.9453, grad_norm: 2.7748 2020-08-12 03:05:45,980 - mmaction - INFO - Epoch [210][780/940] lr: 3.236e-02, eta: 20:27:39, time: 1.702, data_time: 0.006, memory: 9063, top1_acc: 0.5498, top5_acc: 0.7598, loss_cls: 1.9754, loss: 1.9754, grad_norm: 2.7300 2020-08-12 03:06:20,629 - mmaction - INFO - Epoch [210][800/940] lr: 3.236e-02, eta: 20:27:05, time: 1.734, data_time: 0.010, memory: 9063, top1_acc: 0.5428, top5_acc: 0.7658, loss_cls: 1.9518, loss: 1.9518, grad_norm: 2.7570 2020-08-12 03:06:52,987 - mmaction - INFO - Epoch [210][820/940] lr: 3.236e-02, eta: 20:26:30, time: 1.620, data_time: 0.006, memory: 9063, top1_acc: 0.5437, top5_acc: 0.7725, loss_cls: 1.9580, loss: 1.9580, grad_norm: 2.7667 2020-08-12 03:07:27,873 - mmaction - INFO - Epoch [210][840/940] lr: 3.236e-02, eta: 20:25:57, time: 1.740, data_time: 0.006, memory: 9063, top1_acc: 0.5541, top5_acc: 0.7781, loss_cls: 1.9474, loss: 1.9474, grad_norm: 2.7559 2020-08-12 03:08:01,757 - mmaction - INFO - Epoch [210][860/940] lr: 3.236e-02, eta: 20:25:23, time: 1.698, data_time: 0.008, memory: 9063, top1_acc: 0.5496, top5_acc: 0.7709, loss_cls: 1.9360, loss: 1.9360, grad_norm: 2.7706 2020-08-12 03:08:34,442 - mmaction - INFO - Epoch [210][880/940] lr: 3.236e-02, eta: 20:24:48, time: 1.635, data_time: 0.007, memory: 9063, top1_acc: 0.5570, top5_acc: 0.7672, loss_cls: 1.9445, loss: 1.9445, grad_norm: 2.7999 2020-08-12 03:09:07,407 - mmaction - INFO - Epoch [210][900/940] lr: 3.236e-02, eta: 20:24:14, time: 1.647, data_time: 0.006, memory: 9063, top1_acc: 0.5746, top5_acc: 0.7863, loss_cls: 1.8194, loss: 1.8194, grad_norm: 2.6821 2020-08-12 03:09:40,303 - mmaction - INFO - Epoch [210][920/940] lr: 3.236e-02, eta: 20:23:39, time: 1.645, data_time: 0.005, memory: 9063, top1_acc: 0.5578, top5_acc: 0.7762, loss_cls: 1.9131, loss: 1.9131, grad_norm: 2.7644 2020-08-12 03:10:12,441 - mmaction - INFO - Epoch [210][940/940] lr: 3.236e-02, eta: 20:23:04, time: 1.606, data_time: 0.006, memory: 9063, top1_acc: 0.5323, top5_acc: 0.7628, loss_cls: 1.9983, loss: 1.9983, grad_norm: 2.8273 2020-08-12 03:10:55,841 - mmaction - INFO - Epoch [211][20/940] lr: 3.103e-02, eta: 20:22:35, time: 2.145, data_time: 0.655, memory: 9063, top1_acc: 0.5596, top5_acc: 0.7844, loss_cls: 1.8855, loss: 1.8855, grad_norm: 2.7491 2020-08-12 03:11:26,386 - mmaction - INFO - Epoch [211][40/940] lr: 3.103e-02, eta: 20:22:00, time: 1.528, data_time: 0.006, memory: 9063, top1_acc: 0.5588, top5_acc: 0.7756, loss_cls: 1.9138, loss: 1.9138, grad_norm: 2.7817 2020-08-12 03:11:58,219 - mmaction - INFO - Epoch [211][60/940] lr: 3.103e-02, eta: 20:21:24, time: 1.591, data_time: 0.007, memory: 9063, top1_acc: 0.5680, top5_acc: 0.7795, loss_cls: 1.8661, loss: 1.8661, grad_norm: 2.7663 2020-08-12 03:12:31,458 - mmaction - INFO - Epoch [211][80/940] lr: 3.103e-02, eta: 20:20:50, time: 1.664, data_time: 0.007, memory: 9063, top1_acc: 0.5496, top5_acc: 0.7680, loss_cls: 1.9584, loss: 1.9584, grad_norm: 2.8199 2020-08-12 03:13:03,993 - mmaction - INFO - Epoch [211][100/940] lr: 3.103e-02, eta: 20:20:15, time: 1.626, data_time: 0.007, memory: 9063, top1_acc: 0.5533, top5_acc: 0.7785, loss_cls: 1.9174, loss: 1.9174, grad_norm: 2.7311 2020-08-12 03:13:36,179 - mmaction - INFO - Epoch [211][120/940] lr: 3.103e-02, eta: 20:19:40, time: 1.609, data_time: 0.005, memory: 9063, top1_acc: 0.5578, top5_acc: 0.7816, loss_cls: 1.8525, loss: 1.8525, grad_norm: 2.7410 2020-08-12 03:14:08,695 - mmaction - INFO - Epoch [211][140/940] lr: 3.103e-02, eta: 20:19:06, time: 1.627, data_time: 0.007, memory: 9063, top1_acc: 0.5588, top5_acc: 0.7809, loss_cls: 1.8818, loss: 1.8818, grad_norm: 2.7907 2020-08-12 03:14:40,119 - mmaction - INFO - Epoch [211][160/940] lr: 3.103e-02, eta: 20:18:30, time: 1.569, data_time: 0.004, memory: 9063, top1_acc: 0.5547, top5_acc: 0.7713, loss_cls: 1.9465, loss: 1.9465, grad_norm: 2.7496 2020-08-12 03:15:12,173 - mmaction - INFO - Epoch [211][180/940] lr: 3.103e-02, eta: 20:17:55, time: 1.602, data_time: 0.005, memory: 9063, top1_acc: 0.5672, top5_acc: 0.7799, loss_cls: 1.8804, loss: 1.8804, grad_norm: 2.7405 2020-08-12 03:15:44,169 - mmaction - INFO - Epoch [211][200/940] lr: 3.103e-02, eta: 20:17:20, time: 1.602, data_time: 0.004, memory: 9063, top1_acc: 0.5578, top5_acc: 0.7779, loss_cls: 1.8846, loss: 1.8846, grad_norm: 2.7562 2020-08-12 03:16:16,352 - mmaction - INFO - Epoch [211][220/940] lr: 3.103e-02, eta: 20:16:45, time: 1.604, data_time: 0.004, memory: 9063, top1_acc: 0.5621, top5_acc: 0.7824, loss_cls: 1.8990, loss: 1.8990, grad_norm: 2.8328 2020-08-12 03:16:48,314 - mmaction - INFO - Epoch [211][240/940] lr: 3.103e-02, eta: 20:16:10, time: 1.603, data_time: 0.007, memory: 9063, top1_acc: 0.5561, top5_acc: 0.7715, loss_cls: 1.9464, loss: 1.9464, grad_norm: 2.7583 2020-08-12 03:17:21,366 - mmaction - INFO - Epoch [211][260/940] lr: 3.103e-02, eta: 20:15:36, time: 1.649, data_time: 0.004, memory: 9063, top1_acc: 0.5566, top5_acc: 0.7738, loss_cls: 1.8870, loss: 1.8870, grad_norm: 2.7722 2020-08-12 03:17:52,786 - mmaction - INFO - Epoch [211][280/940] lr: 3.103e-02, eta: 20:15:01, time: 1.573, data_time: 0.006, memory: 9063, top1_acc: 0.5566, top5_acc: 0.7777, loss_cls: 1.9007, loss: 1.9007, grad_norm: 2.7599 2020-08-12 03:18:24,479 - mmaction - INFO - Epoch [211][300/940] lr: 3.103e-02, eta: 20:14:25, time: 1.584, data_time: 0.006, memory: 9063, top1_acc: 0.5457, top5_acc: 0.7758, loss_cls: 1.9375, loss: 1.9375, grad_norm: 2.7801 2020-08-12 03:18:57,236 - mmaction - INFO - Epoch [211][320/940] lr: 3.103e-02, eta: 20:13:51, time: 1.640, data_time: 0.007, memory: 9063, top1_acc: 0.5504, top5_acc: 0.7729, loss_cls: 1.9233, loss: 1.9233, grad_norm: 2.8105 2020-08-12 03:19:29,038 - mmaction - INFO - Epoch [211][340/940] lr: 3.103e-02, eta: 20:13:16, time: 1.589, data_time: 0.002, memory: 9063, top1_acc: 0.5508, top5_acc: 0.7787, loss_cls: 1.9299, loss: 1.9299, grad_norm: 2.8432 2020-08-12 03:20:01,552 - mmaction - INFO - Epoch [211][360/940] lr: 3.103e-02, eta: 20:12:41, time: 1.624, data_time: 0.006, memory: 9063, top1_acc: 0.5621, top5_acc: 0.7805, loss_cls: 1.8912, loss: 1.8912, grad_norm: 2.7918 2020-08-12 03:20:34,630 - mmaction - INFO - Epoch [211][380/940] lr: 3.103e-02, eta: 20:12:07, time: 1.657, data_time: 0.006, memory: 9063, top1_acc: 0.5523, top5_acc: 0.7658, loss_cls: 1.9228, loss: 1.9228, grad_norm: 2.7575 2020-08-12 03:21:07,063 - mmaction - INFO - Epoch [211][400/940] lr: 3.103e-02, eta: 20:11:32, time: 1.621, data_time: 0.007, memory: 9063, top1_acc: 0.5494, top5_acc: 0.7701, loss_cls: 1.9550, loss: 1.9550, grad_norm: 2.7631 2020-08-12 03:21:39,749 - mmaction - INFO - Epoch [211][420/940] lr: 3.103e-02, eta: 20:10:57, time: 1.633, data_time: 0.005, memory: 9063, top1_acc: 0.5576, top5_acc: 0.7781, loss_cls: 1.9124, loss: 1.9124, grad_norm: 2.8228 2020-08-12 03:22:13,117 - mmaction - INFO - Epoch [211][440/940] lr: 3.103e-02, eta: 20:10:23, time: 1.667, data_time: 0.007, memory: 9063, top1_acc: 0.5539, top5_acc: 0.7770, loss_cls: 1.9100, loss: 1.9100, grad_norm: 2.8257 2020-08-12 03:22:45,444 - mmaction - INFO - Epoch [211][460/940] lr: 3.103e-02, eta: 20:09:48, time: 1.617, data_time: 0.008, memory: 9063, top1_acc: 0.5592, top5_acc: 0.7791, loss_cls: 1.8823, loss: 1.8823, grad_norm: 2.7856 2020-08-12 03:23:17,855 - mmaction - INFO - Epoch [211][480/940] lr: 3.103e-02, eta: 20:09:13, time: 1.623, data_time: 0.007, memory: 9063, top1_acc: 0.5641, top5_acc: 0.7799, loss_cls: 1.8743, loss: 1.8743, grad_norm: 2.7893 2020-08-12 03:23:50,958 - mmaction - INFO - Epoch [211][500/940] lr: 3.103e-02, eta: 20:08:39, time: 1.652, data_time: 0.008, memory: 9063, top1_acc: 0.5715, top5_acc: 0.7850, loss_cls: 1.8609, loss: 1.8609, grad_norm: 2.7799 2020-08-12 03:24:24,129 - mmaction - INFO - Epoch [211][520/940] lr: 3.103e-02, eta: 20:08:05, time: 1.662, data_time: 0.007, memory: 9063, top1_acc: 0.5711, top5_acc: 0.7816, loss_cls: 1.8818, loss: 1.8818, grad_norm: 2.7658 2020-08-12 03:24:55,973 - mmaction - INFO - Epoch [211][540/940] lr: 3.103e-02, eta: 20:07:29, time: 1.589, data_time: 0.005, memory: 9063, top1_acc: 0.5537, top5_acc: 0.7732, loss_cls: 1.9352, loss: 1.9352, grad_norm: 2.7970 2020-08-12 03:25:29,105 - mmaction - INFO - Epoch [211][560/940] lr: 3.103e-02, eta: 20:06:55, time: 1.660, data_time: 0.007, memory: 9063, top1_acc: 0.5564, top5_acc: 0.7717, loss_cls: 1.9199, loss: 1.9199, grad_norm: 2.7761 2020-08-12 03:26:02,625 - mmaction - INFO - Epoch [211][580/940] lr: 3.103e-02, eta: 20:06:21, time: 1.675, data_time: 0.005, memory: 9063, top1_acc: 0.5637, top5_acc: 0.7734, loss_cls: 1.9094, loss: 1.9094, grad_norm: 2.7764 2020-08-12 03:26:37,528 - mmaction - INFO - Epoch [211][600/940] lr: 3.103e-02, eta: 20:05:48, time: 1.747, data_time: 0.005, memory: 9063, top1_acc: 0.5758, top5_acc: 0.7811, loss_cls: 1.8791, loss: 1.8791, grad_norm: 2.7802 2020-08-12 03:27:10,788 - mmaction - INFO - Epoch [211][620/940] lr: 3.103e-02, eta: 20:05:13, time: 1.658, data_time: 0.005, memory: 9063, top1_acc: 0.5545, top5_acc: 0.7719, loss_cls: 1.9565, loss: 1.9565, grad_norm: 2.8016 2020-08-12 03:27:45,003 - mmaction - INFO - Epoch [211][640/940] lr: 3.103e-02, eta: 20:04:39, time: 1.716, data_time: 0.007, memory: 9063, top1_acc: 0.5527, top5_acc: 0.7764, loss_cls: 1.9239, loss: 1.9239, grad_norm: 2.7717 2020-08-12 03:28:19,594 - mmaction - INFO - Epoch [211][660/940] lr: 3.103e-02, eta: 20:04:06, time: 1.727, data_time: 0.004, memory: 9063, top1_acc: 0.5590, top5_acc: 0.7824, loss_cls: 1.8853, loss: 1.8853, grad_norm: 2.7253 2020-08-12 03:28:52,622 - mmaction - INFO - Epoch [211][680/940] lr: 3.103e-02, eta: 20:03:31, time: 1.654, data_time: 0.007, memory: 9063, top1_acc: 0.5506, top5_acc: 0.7738, loss_cls: 1.9354, loss: 1.9354, grad_norm: 2.8167 2020-08-12 03:29:27,482 - mmaction - INFO - Epoch [211][700/940] lr: 3.103e-02, eta: 20:02:58, time: 1.744, data_time: 0.002, memory: 9063, top1_acc: 0.5555, top5_acc: 0.7781, loss_cls: 1.8962, loss: 1.8962, grad_norm: 2.8043 2020-08-12 03:30:01,225 - mmaction - INFO - Epoch [211][720/940] lr: 3.103e-02, eta: 20:02:24, time: 1.684, data_time: 0.007, memory: 9063, top1_acc: 0.5572, top5_acc: 0.7717, loss_cls: 1.9442, loss: 1.9442, grad_norm: 2.7423 2020-08-12 03:30:34,386 - mmaction - INFO - Epoch [211][740/940] lr: 3.103e-02, eta: 20:01:50, time: 1.660, data_time: 0.006, memory: 9063, top1_acc: 0.5582, top5_acc: 0.7730, loss_cls: 1.9133, loss: 1.9133, grad_norm: 2.7837 2020-08-12 03:31:09,014 - mmaction - INFO - Epoch [211][760/940] lr: 3.103e-02, eta: 20:01:16, time: 1.730, data_time: 0.005, memory: 9063, top1_acc: 0.5596, top5_acc: 0.7748, loss_cls: 1.9174, loss: 1.9174, grad_norm: 2.8139 2020-08-12 03:31:43,198 - mmaction - INFO - Epoch [211][780/940] lr: 3.103e-02, eta: 20:00:42, time: 1.710, data_time: 0.005, memory: 9063, top1_acc: 0.5514, top5_acc: 0.7672, loss_cls: 1.9508, loss: 1.9508, grad_norm: 2.7814 2020-08-12 03:32:17,067 - mmaction - INFO - Epoch [211][800/940] lr: 3.103e-02, eta: 20:00:08, time: 1.694, data_time: 0.003, memory: 9063, top1_acc: 0.5537, top5_acc: 0.7779, loss_cls: 1.9101, loss: 1.9101, grad_norm: 2.8166 2020-08-12 03:32:51,140 - mmaction - INFO - Epoch [211][820/940] lr: 3.103e-02, eta: 19:59:34, time: 1.702, data_time: 0.005, memory: 9063, top1_acc: 0.5604, top5_acc: 0.7752, loss_cls: 1.8912, loss: 1.8912, grad_norm: 2.8571 2020-08-12 03:33:26,409 - mmaction - INFO - Epoch [211][840/940] lr: 3.103e-02, eta: 19:59:01, time: 1.763, data_time: 0.006, memory: 9063, top1_acc: 0.5518, top5_acc: 0.7799, loss_cls: 1.9136, loss: 1.9136, grad_norm: 2.8030 2020-08-12 03:34:00,657 - mmaction - INFO - Epoch [211][860/940] lr: 3.103e-02, eta: 19:58:27, time: 1.713, data_time: 0.007, memory: 9063, top1_acc: 0.5469, top5_acc: 0.7691, loss_cls: 1.9546, loss: 1.9546, grad_norm: 2.8822 2020-08-12 03:34:34,470 - mmaction - INFO - Epoch [211][880/940] lr: 3.103e-02, eta: 19:57:53, time: 1.692, data_time: 0.005, memory: 9063, top1_acc: 0.5564, top5_acc: 0.7695, loss_cls: 1.9214, loss: 1.9214, grad_norm: 2.7736 2020-08-12 03:35:09,619 - mmaction - INFO - Epoch [211][900/940] lr: 3.103e-02, eta: 19:57:20, time: 1.758, data_time: 0.005, memory: 9063, top1_acc: 0.5432, top5_acc: 0.7686, loss_cls: 1.9699, loss: 1.9699, grad_norm: 2.7920 2020-08-12 03:35:44,323 - mmaction - INFO - Epoch [211][920/940] lr: 3.103e-02, eta: 19:56:47, time: 1.733, data_time: 0.003, memory: 9063, top1_acc: 0.5553, top5_acc: 0.7689, loss_cls: 1.9339, loss: 1.9339, grad_norm: 2.8085 2020-08-12 03:36:17,733 - mmaction - INFO - Epoch [211][940/940] lr: 3.103e-02, eta: 19:56:12, time: 1.670, data_time: 0.005, memory: 9063, top1_acc: 0.5479, top5_acc: 0.7628, loss_cls: 1.9531, loss: 1.9531, grad_norm: 2.7947 2020-08-12 03:36:57,836 - mmaction - INFO - Epoch [212][20/940] lr: 2.973e-02, eta: 19:55:42, time: 1.984, data_time: 0.420, memory: 9063, top1_acc: 0.5648, top5_acc: 0.7779, loss_cls: 1.9066, loss: 1.9066, grad_norm: 2.8101 2020-08-12 03:37:30,996 - mmaction - INFO - Epoch [212][40/940] lr: 2.973e-02, eta: 19:55:07, time: 1.663, data_time: 0.010, memory: 9063, top1_acc: 0.5717, top5_acc: 0.7900, loss_cls: 1.8680, loss: 1.8680, grad_norm: 2.8057 2020-08-12 03:38:04,621 - mmaction - INFO - Epoch [212][60/940] lr: 2.973e-02, eta: 19:54:33, time: 1.677, data_time: 0.004, memory: 9063, top1_acc: 0.5580, top5_acc: 0.7791, loss_cls: 1.8821, loss: 1.8821, grad_norm: 2.8167 2020-08-12 03:38:39,760 - mmaction - INFO - Epoch [212][80/940] lr: 2.973e-02, eta: 19:54:00, time: 1.759, data_time: 0.009, memory: 9063, top1_acc: 0.5523, top5_acc: 0.7836, loss_cls: 1.8957, loss: 1.8957, grad_norm: 2.8446 2020-08-12 03:39:15,018 - mmaction - INFO - Epoch [212][100/940] lr: 2.973e-02, eta: 19:53:27, time: 1.764, data_time: 0.005, memory: 9063, top1_acc: 0.5650, top5_acc: 0.7752, loss_cls: 1.8886, loss: 1.8886, grad_norm: 2.7863 2020-08-12 03:39:49,305 - mmaction - INFO - Epoch [212][120/940] lr: 2.973e-02, eta: 19:52:53, time: 1.713, data_time: 0.006, memory: 9063, top1_acc: 0.5641, top5_acc: 0.7771, loss_cls: 1.8887, loss: 1.8887, grad_norm: 2.7537 2020-08-12 03:40:23,078 - mmaction - INFO - Epoch [212][140/940] lr: 2.973e-02, eta: 19:52:19, time: 1.688, data_time: 0.005, memory: 9063, top1_acc: 0.5676, top5_acc: 0.7887, loss_cls: 1.8672, loss: 1.8672, grad_norm: 2.8266 2020-08-12 03:40:58,352 - mmaction - INFO - Epoch [212][160/940] lr: 2.973e-02, eta: 19:51:46, time: 1.763, data_time: 0.007, memory: 9063, top1_acc: 0.5514, top5_acc: 0.7756, loss_cls: 1.9471, loss: 1.9471, grad_norm: 2.8573 2020-08-12 03:41:32,879 - mmaction - INFO - Epoch [212][180/940] lr: 2.973e-02, eta: 19:51:12, time: 1.729, data_time: 0.006, memory: 9063, top1_acc: 0.5678, top5_acc: 0.7809, loss_cls: 1.8817, loss: 1.8817, grad_norm: 2.8082 2020-08-12 03:42:06,774 - mmaction - INFO - Epoch [212][200/940] lr: 2.973e-02, eta: 19:50:38, time: 1.693, data_time: 0.006, memory: 9063, top1_acc: 0.5492, top5_acc: 0.7760, loss_cls: 1.9039, loss: 1.9039, grad_norm: 2.7806 2020-08-12 03:42:42,542 - mmaction - INFO - Epoch [212][220/940] lr: 2.973e-02, eta: 19:50:05, time: 1.790, data_time: 0.006, memory: 9063, top1_acc: 0.5625, top5_acc: 0.7918, loss_cls: 1.8477, loss: 1.8477, grad_norm: 2.8065 2020-08-12 03:43:17,168 - mmaction - INFO - Epoch [212][240/940] lr: 2.973e-02, eta: 19:49:32, time: 1.729, data_time: 0.007, memory: 9063, top1_acc: 0.5635, top5_acc: 0.7795, loss_cls: 1.8745, loss: 1.8745, grad_norm: 2.8034 2020-08-12 03:43:51,571 - mmaction - INFO - Epoch [212][260/940] lr: 2.973e-02, eta: 19:48:58, time: 1.722, data_time: 0.007, memory: 9063, top1_acc: 0.5723, top5_acc: 0.7787, loss_cls: 1.8875, loss: 1.8875, grad_norm: 2.7857 2020-08-12 03:44:27,069 - mmaction - INFO - Epoch [212][280/940] lr: 2.973e-02, eta: 19:48:25, time: 1.772, data_time: 0.005, memory: 9063, top1_acc: 0.5748, top5_acc: 0.7826, loss_cls: 1.8701, loss: 1.8701, grad_norm: 2.8460 2020-08-12 03:45:02,278 - mmaction - INFO - Epoch [212][300/940] lr: 2.973e-02, eta: 19:47:52, time: 1.762, data_time: 0.007, memory: 9063, top1_acc: 0.5674, top5_acc: 0.7721, loss_cls: 1.9094, loss: 1.9094, grad_norm: 2.8522 2020-08-12 03:45:36,638 - mmaction - INFO - Epoch [212][320/940] lr: 2.973e-02, eta: 19:47:18, time: 1.714, data_time: 0.005, memory: 9063, top1_acc: 0.5695, top5_acc: 0.7791, loss_cls: 1.8829, loss: 1.8829, grad_norm: 2.7957 2020-08-12 03:46:11,582 - mmaction - INFO - Epoch [212][340/940] lr: 2.973e-02, eta: 19:46:44, time: 1.750, data_time: 0.010, memory: 9063, top1_acc: 0.5566, top5_acc: 0.7828, loss_cls: 1.8912, loss: 1.8912, grad_norm: 2.8210 2020-08-12 03:46:43,604 - mmaction - INFO - Epoch [212][360/940] lr: 2.973e-02, eta: 19:46:09, time: 1.602, data_time: 0.007, memory: 9063, top1_acc: 0.5518, top5_acc: 0.7773, loss_cls: 1.9155, loss: 1.9155, grad_norm: 2.8493 2020-08-12 03:47:17,845 - mmaction - INFO - Epoch [212][380/940] lr: 2.973e-02, eta: 19:45:36, time: 1.710, data_time: 0.005, memory: 9063, top1_acc: 0.5674, top5_acc: 0.7816, loss_cls: 1.8843, loss: 1.8843, grad_norm: 2.8316 2020-08-12 03:47:51,005 - mmaction - INFO - Epoch [212][400/940] lr: 2.973e-02, eta: 19:45:01, time: 1.660, data_time: 0.006, memory: 9063, top1_acc: 0.5516, top5_acc: 0.7840, loss_cls: 1.8898, loss: 1.8898, grad_norm: 2.8192 2020-08-12 03:48:25,801 - mmaction - INFO - Epoch [212][420/940] lr: 2.973e-02, eta: 19:44:28, time: 1.738, data_time: 0.007, memory: 9063, top1_acc: 0.5598, top5_acc: 0.7768, loss_cls: 1.8940, loss: 1.8940, grad_norm: 2.7901 2020-08-12 03:49:00,861 - mmaction - INFO - Epoch [212][440/940] lr: 2.973e-02, eta: 19:43:54, time: 1.754, data_time: 0.005, memory: 9063, top1_acc: 0.5691, top5_acc: 0.7832, loss_cls: 1.8690, loss: 1.8690, grad_norm: 2.8398 2020-08-12 03:49:36,489 - mmaction - INFO - Epoch [212][460/940] lr: 2.973e-02, eta: 19:43:21, time: 1.781, data_time: 0.004, memory: 9063, top1_acc: 0.5672, top5_acc: 0.7885, loss_cls: 1.8406, loss: 1.8406, grad_norm: 2.8315 2020-08-12 03:50:11,227 - mmaction - INFO - Epoch [212][480/940] lr: 2.973e-02, eta: 19:42:48, time: 1.738, data_time: 0.006, memory: 9063, top1_acc: 0.5521, top5_acc: 0.7689, loss_cls: 1.9379, loss: 1.9379, grad_norm: 2.8091 2020-08-12 03:50:46,286 - mmaction - INFO - Epoch [212][500/940] lr: 2.973e-02, eta: 19:42:15, time: 1.753, data_time: 0.002, memory: 9063, top1_acc: 0.5633, top5_acc: 0.7830, loss_cls: 1.9135, loss: 1.9135, grad_norm: 2.7833 2020-08-12 03:51:22,415 - mmaction - INFO - Epoch [212][520/940] lr: 2.973e-02, eta: 19:41:42, time: 1.805, data_time: 0.006, memory: 9063, top1_acc: 0.5654, top5_acc: 0.7785, loss_cls: 1.9022, loss: 1.9022, grad_norm: 2.8285 2020-08-12 03:51:58,122 - mmaction - INFO - Epoch [212][540/940] lr: 2.973e-02, eta: 19:41:09, time: 1.787, data_time: 0.005, memory: 9063, top1_acc: 0.5574, top5_acc: 0.7818, loss_cls: 1.8935, loss: 1.8935, grad_norm: 2.8324 2020-08-12 03:52:32,524 - mmaction - INFO - Epoch [212][560/940] lr: 2.973e-02, eta: 19:40:35, time: 1.718, data_time: 0.005, memory: 9063, top1_acc: 0.5629, top5_acc: 0.7723, loss_cls: 1.9020, loss: 1.9020, grad_norm: 2.8020 2020-08-12 03:53:07,304 - mmaction - INFO - Epoch [212][580/940] lr: 2.973e-02, eta: 19:40:02, time: 1.739, data_time: 0.006, memory: 9063, top1_acc: 0.5670, top5_acc: 0.7857, loss_cls: 1.8749, loss: 1.8749, grad_norm: 2.7975 2020-08-12 03:53:42,778 - mmaction - INFO - Epoch [212][600/940] lr: 2.973e-02, eta: 19:39:28, time: 1.774, data_time: 0.006, memory: 9063, top1_acc: 0.5707, top5_acc: 0.7818, loss_cls: 1.8426, loss: 1.8426, grad_norm: 2.7702 2020-08-12 03:54:17,781 - mmaction - INFO - Epoch [212][620/940] lr: 2.973e-02, eta: 19:38:55, time: 1.750, data_time: 0.007, memory: 9063, top1_acc: 0.5506, top5_acc: 0.7775, loss_cls: 1.9203, loss: 1.9203, grad_norm: 2.8739 2020-08-12 03:54:52,128 - mmaction - INFO - Epoch [212][640/940] lr: 2.973e-02, eta: 19:38:21, time: 1.719, data_time: 0.005, memory: 9063, top1_acc: 0.5594, top5_acc: 0.7811, loss_cls: 1.8825, loss: 1.8825, grad_norm: 2.8333 2020-08-12 03:55:27,825 - mmaction - INFO - Epoch [212][660/940] lr: 2.973e-02, eta: 19:37:48, time: 1.783, data_time: 0.005, memory: 9063, top1_acc: 0.5564, top5_acc: 0.7779, loss_cls: 1.9143, loss: 1.9143, grad_norm: 2.9194 2020-08-12 03:56:02,925 - mmaction - INFO - Epoch [212][680/940] lr: 2.973e-02, eta: 19:37:15, time: 1.756, data_time: 0.006, memory: 9063, top1_acc: 0.5549, top5_acc: 0.7691, loss_cls: 1.9362, loss: 1.9362, grad_norm: 2.7871 2020-08-12 03:56:37,724 - mmaction - INFO - Epoch [212][700/940] lr: 2.973e-02, eta: 19:36:42, time: 1.739, data_time: 0.006, memory: 9063, top1_acc: 0.5551, top5_acc: 0.7781, loss_cls: 1.9011, loss: 1.9011, grad_norm: 2.8085 2020-08-12 03:57:12,855 - mmaction - INFO - Epoch [212][720/940] lr: 2.973e-02, eta: 19:36:08, time: 1.758, data_time: 0.008, memory: 9063, top1_acc: 0.5572, top5_acc: 0.7721, loss_cls: 1.9161, loss: 1.9161, grad_norm: 2.7978 2020-08-12 03:57:47,068 - mmaction - INFO - Epoch [212][740/940] lr: 2.973e-02, eta: 19:35:34, time: 1.708, data_time: 0.005, memory: 9063, top1_acc: 0.5527, top5_acc: 0.7727, loss_cls: 1.9330, loss: 1.9330, grad_norm: 2.8568 2020-08-12 03:58:22,374 - mmaction - INFO - Epoch [212][760/940] lr: 2.973e-02, eta: 19:35:01, time: 1.768, data_time: 0.007, memory: 9063, top1_acc: 0.5502, top5_acc: 0.7725, loss_cls: 1.9029, loss: 1.9029, grad_norm: 2.7688 2020-08-12 03:58:58,724 - mmaction - INFO - Epoch [212][780/940] lr: 2.973e-02, eta: 19:34:29, time: 1.815, data_time: 0.004, memory: 9063, top1_acc: 0.5537, top5_acc: 0.7686, loss_cls: 1.9259, loss: 1.9259, grad_norm: 2.8044 2020-08-12 03:59:32,816 - mmaction - INFO - Epoch [212][800/940] lr: 2.973e-02, eta: 19:33:55, time: 1.705, data_time: 0.005, memory: 9063, top1_acc: 0.5740, top5_acc: 0.7895, loss_cls: 1.8409, loss: 1.8409, grad_norm: 2.8335 2020-08-12 04:00:14,003 - mmaction - INFO - Epoch [212][820/940] lr: 2.973e-02, eta: 19:33:24, time: 2.051, data_time: 0.006, memory: 9063, top1_acc: 0.5537, top5_acc: 0.7746, loss_cls: 1.9218, loss: 1.9218, grad_norm: 2.8793 2020-08-12 04:00:45,105 - mmaction - INFO - Epoch [212][840/940] lr: 2.973e-02, eta: 19:32:49, time: 1.564, data_time: 0.024, memory: 9063, top1_acc: 0.5805, top5_acc: 0.7812, loss_cls: 1.8548, loss: 1.8548, grad_norm: 2.7542 2020-08-12 04:01:19,282 - mmaction - INFO - Epoch [212][860/940] lr: 2.973e-02, eta: 19:32:15, time: 1.707, data_time: 0.005, memory: 9063, top1_acc: 0.5746, top5_acc: 0.7869, loss_cls: 1.8535, loss: 1.8535, grad_norm: 2.8097 2020-08-12 04:01:52,320 - mmaction - INFO - Epoch [212][880/940] lr: 2.973e-02, eta: 19:31:41, time: 1.653, data_time: 0.005, memory: 9063, top1_acc: 0.5611, top5_acc: 0.7762, loss_cls: 1.9204, loss: 1.9204, grad_norm: 2.8308 2020-08-12 04:02:24,832 - mmaction - INFO - Epoch [212][900/940] lr: 2.973e-02, eta: 19:31:06, time: 1.623, data_time: 0.006, memory: 9063, top1_acc: 0.5516, top5_acc: 0.7756, loss_cls: 1.9263, loss: 1.9263, grad_norm: 2.8332 2020-08-12 04:02:59,030 - mmaction - INFO - Epoch [212][920/940] lr: 2.973e-02, eta: 19:30:32, time: 1.710, data_time: 0.007, memory: 9063, top1_acc: 0.5658, top5_acc: 0.7803, loss_cls: 1.8833, loss: 1.8833, grad_norm: 2.8127 2020-08-12 04:03:34,866 - mmaction - INFO - Epoch [212][940/940] lr: 2.973e-02, eta: 19:29:59, time: 1.794, data_time: 0.006, memory: 9063, top1_acc: 0.5457, top5_acc: 0.7776, loss_cls: 1.9364, loss: 1.9364, grad_norm: 2.8738 2020-08-12 04:03:35,306 - mmaction - INFO - Saving checkpoint at 212 epochs 2020-08-12 04:04:16,706 - mmaction - INFO - Epoch [213][20/940] lr: 2.845e-02, eta: 19:29:28, time: 1.991, data_time: 0.546, memory: 9063, top1_acc: 0.5703, top5_acc: 0.7768, loss_cls: 1.8648, loss: 1.8648, grad_norm: 2.8143 2020-08-12 04:04:50,104 - mmaction - INFO - Epoch [213][40/940] lr: 2.845e-02, eta: 19:28:54, time: 1.672, data_time: 0.006, memory: 9063, top1_acc: 0.5686, top5_acc: 0.7830, loss_cls: 1.8607, loss: 1.8607, grad_norm: 2.8253 2020-08-12 04:05:24,594 - mmaction - INFO - Epoch [213][60/940] lr: 2.845e-02, eta: 19:28:21, time: 1.722, data_time: 0.005, memory: 9063, top1_acc: 0.5709, top5_acc: 0.7842, loss_cls: 1.8356, loss: 1.8356, grad_norm: 2.8345 2020-08-12 04:05:56,752 - mmaction - INFO - Epoch [213][80/940] lr: 2.845e-02, eta: 19:27:46, time: 1.610, data_time: 0.007, memory: 9063, top1_acc: 0.5563, top5_acc: 0.7867, loss_cls: 1.8826, loss: 1.8826, grad_norm: 2.8656 2020-08-12 04:06:33,436 - mmaction - INFO - Epoch [213][100/940] lr: 2.845e-02, eta: 19:27:13, time: 1.835, data_time: 0.006, memory: 9063, top1_acc: 0.5619, top5_acc: 0.7797, loss_cls: 1.8926, loss: 1.8926, grad_norm: 2.8476 2020-08-12 04:07:08,761 - mmaction - INFO - Epoch [213][120/940] lr: 2.845e-02, eta: 19:26:40, time: 1.766, data_time: 0.004, memory: 9063, top1_acc: 0.5643, top5_acc: 0.7879, loss_cls: 1.8692, loss: 1.8692, grad_norm: 2.8634 2020-08-12 04:07:43,883 - mmaction - INFO - Epoch [213][140/940] lr: 2.845e-02, eta: 19:26:07, time: 1.752, data_time: 0.005, memory: 9063, top1_acc: 0.5676, top5_acc: 0.7773, loss_cls: 1.8814, loss: 1.8814, grad_norm: 2.8501 2020-08-12 04:08:19,621 - mmaction - INFO - Epoch [213][160/940] lr: 2.845e-02, eta: 19:25:34, time: 1.786, data_time: 0.007, memory: 9063, top1_acc: 0.5699, top5_acc: 0.7879, loss_cls: 1.8458, loss: 1.8458, grad_norm: 2.8630 2020-08-12 04:08:54,445 - mmaction - INFO - Epoch [213][180/940] lr: 2.845e-02, eta: 19:25:00, time: 1.747, data_time: 0.008, memory: 9063, top1_acc: 0.5611, top5_acc: 0.7822, loss_cls: 1.8728, loss: 1.8728, grad_norm: 2.8995 2020-08-12 04:09:29,701 - mmaction - INFO - Epoch [213][200/940] lr: 2.845e-02, eta: 19:24:27, time: 1.763, data_time: 0.002, memory: 9063, top1_acc: 0.5701, top5_acc: 0.7867, loss_cls: 1.8647, loss: 1.8647, grad_norm: 2.7918 2020-08-12 04:10:05,809 - mmaction - INFO - Epoch [213][220/940] lr: 2.845e-02, eta: 19:23:54, time: 1.806, data_time: 0.005, memory: 9063, top1_acc: 0.5670, top5_acc: 0.7854, loss_cls: 1.8744, loss: 1.8744, grad_norm: 2.8340 2020-08-12 04:10:41,697 - mmaction - INFO - Epoch [213][240/940] lr: 2.845e-02, eta: 19:23:21, time: 1.795, data_time: 0.002, memory: 9063, top1_acc: 0.5693, top5_acc: 0.7805, loss_cls: 1.8711, loss: 1.8711, grad_norm: 2.8666 2020-08-12 04:11:14,923 - mmaction - INFO - Epoch [213][260/940] lr: 2.845e-02, eta: 19:22:47, time: 1.660, data_time: 0.006, memory: 9063, top1_acc: 0.5652, top5_acc: 0.7811, loss_cls: 1.8822, loss: 1.8822, grad_norm: 2.8673 2020-08-12 04:11:49,026 - mmaction - INFO - Epoch [213][280/940] lr: 2.845e-02, eta: 19:22:13, time: 1.704, data_time: 0.006, memory: 9063, top1_acc: 0.5549, top5_acc: 0.7752, loss_cls: 1.9138, loss: 1.9138, grad_norm: 2.8958 2020-08-12 04:12:22,512 - mmaction - INFO - Epoch [213][300/940] lr: 2.845e-02, eta: 19:21:39, time: 1.676, data_time: 0.005, memory: 9063, top1_acc: 0.5662, top5_acc: 0.7828, loss_cls: 1.8649, loss: 1.8649, grad_norm: 2.7748 2020-08-12 04:12:55,996 - mmaction - INFO - Epoch [213][320/940] lr: 2.845e-02, eta: 19:21:05, time: 1.673, data_time: 0.007, memory: 9063, top1_acc: 0.5639, top5_acc: 0.7834, loss_cls: 1.8536, loss: 1.8536, grad_norm: 2.8723 2020-08-12 04:13:30,959 - mmaction - INFO - Epoch [213][340/940] lr: 2.845e-02, eta: 19:20:31, time: 1.749, data_time: 0.006, memory: 9063, top1_acc: 0.5623, top5_acc: 0.7754, loss_cls: 1.8928, loss: 1.8928, grad_norm: 2.9358 2020-08-12 04:14:06,833 - mmaction - INFO - Epoch [213][360/940] lr: 2.845e-02, eta: 19:19:58, time: 1.792, data_time: 0.007, memory: 9063, top1_acc: 0.5645, top5_acc: 0.7822, loss_cls: 1.8790, loss: 1.8790, grad_norm: 2.8543 2020-08-12 04:14:42,316 - mmaction - INFO - Epoch [213][380/940] lr: 2.845e-02, eta: 19:19:25, time: 1.777, data_time: 0.006, memory: 9063, top1_acc: 0.5721, top5_acc: 0.7893, loss_cls: 1.8235, loss: 1.8235, grad_norm: 2.8133 2020-08-12 04:15:18,508 - mmaction - INFO - Epoch [213][400/940] lr: 2.845e-02, eta: 19:18:52, time: 1.807, data_time: 0.007, memory: 9063, top1_acc: 0.5689, top5_acc: 0.7822, loss_cls: 1.8739, loss: 1.8739, grad_norm: 2.8510 2020-08-12 04:15:54,058 - mmaction - INFO - Epoch [213][420/940] lr: 2.845e-02, eta: 19:18:19, time: 1.779, data_time: 0.006, memory: 9063, top1_acc: 0.5613, top5_acc: 0.7686, loss_cls: 1.9183, loss: 1.9183, grad_norm: 2.8799 2020-08-12 04:16:29,768 - mmaction - INFO - Epoch [213][440/940] lr: 2.845e-02, eta: 19:17:46, time: 1.781, data_time: 0.005, memory: 9063, top1_acc: 0.5721, top5_acc: 0.7855, loss_cls: 1.8519, loss: 1.8519, grad_norm: 2.8638 2020-08-12 04:17:05,602 - mmaction - INFO - Epoch [213][460/940] lr: 2.845e-02, eta: 19:17:13, time: 1.796, data_time: 0.008, memory: 9063, top1_acc: 0.5676, top5_acc: 0.7795, loss_cls: 1.8989, loss: 1.8989, grad_norm: 2.8453 2020-08-12 04:17:42,712 - mmaction - INFO - Epoch [213][480/940] lr: 2.845e-02, eta: 19:16:41, time: 1.850, data_time: 0.005, memory: 9063, top1_acc: 0.5658, top5_acc: 0.7855, loss_cls: 1.8510, loss: 1.8510, grad_norm: 2.8652 2020-08-12 04:18:17,273 - mmaction - INFO - Epoch [213][500/940] lr: 2.845e-02, eta: 19:16:07, time: 1.731, data_time: 0.009, memory: 9063, top1_acc: 0.5604, top5_acc: 0.7766, loss_cls: 1.9145, loss: 1.9145, grad_norm: 2.9108 2020-08-12 04:18:54,042 - mmaction - INFO - Epoch [213][520/940] lr: 2.845e-02, eta: 19:15:35, time: 1.841, data_time: 0.008, memory: 9063, top1_acc: 0.5637, top5_acc: 0.7852, loss_cls: 1.8661, loss: 1.8661, grad_norm: 2.8524 2020-08-12 04:19:29,030 - mmaction - INFO - Epoch [213][540/940] lr: 2.845e-02, eta: 19:15:01, time: 1.749, data_time: 0.002, memory: 9063, top1_acc: 0.5650, top5_acc: 0.7771, loss_cls: 1.8930, loss: 1.8930, grad_norm: 2.8364 2020-08-12 04:20:05,904 - mmaction - INFO - Epoch [213][560/940] lr: 2.845e-02, eta: 19:14:29, time: 1.839, data_time: 0.005, memory: 9063, top1_acc: 0.5732, top5_acc: 0.7797, loss_cls: 1.8664, loss: 1.8664, grad_norm: 2.8883 2020-08-12 04:20:40,708 - mmaction - INFO - Epoch [213][580/940] lr: 2.845e-02, eta: 19:13:55, time: 1.745, data_time: 0.007, memory: 9063, top1_acc: 0.5619, top5_acc: 0.7826, loss_cls: 1.8820, loss: 1.8820, grad_norm: 2.8291 2020-08-12 04:21:16,021 - mmaction - INFO - Epoch [213][600/940] lr: 2.845e-02, eta: 19:13:22, time: 1.765, data_time: 0.006, memory: 9063, top1_acc: 0.5613, top5_acc: 0.7791, loss_cls: 1.8924, loss: 1.8924, grad_norm: 2.8083 2020-08-12 04:21:52,344 - mmaction - INFO - Epoch [213][620/940] lr: 2.845e-02, eta: 19:12:49, time: 1.816, data_time: 0.005, memory: 9063, top1_acc: 0.5711, top5_acc: 0.7908, loss_cls: 1.8541, loss: 1.8541, grad_norm: 2.8148 2020-08-12 04:22:25,948 - mmaction - INFO - Epoch [213][640/940] lr: 2.845e-02, eta: 19:12:15, time: 1.680, data_time: 0.005, memory: 9063, top1_acc: 0.5496, top5_acc: 0.7816, loss_cls: 1.8967, loss: 1.8967, grad_norm: 2.8745 2020-08-12 04:23:01,007 - mmaction - INFO - Epoch [213][660/940] lr: 2.845e-02, eta: 19:11:42, time: 1.755, data_time: 0.005, memory: 9063, top1_acc: 0.5586, top5_acc: 0.7879, loss_cls: 1.8571, loss: 1.8571, grad_norm: 2.8790 2020-08-12 04:23:35,138 - mmaction - INFO - Epoch [213][680/940] lr: 2.845e-02, eta: 19:11:08, time: 1.705, data_time: 0.004, memory: 9063, top1_acc: 0.5662, top5_acc: 0.7723, loss_cls: 1.8894, loss: 1.8894, grad_norm: 2.8175 2020-08-12 04:24:11,442 - mmaction - INFO - Epoch [213][700/940] lr: 2.845e-02, eta: 19:10:35, time: 1.814, data_time: 0.005, memory: 9063, top1_acc: 0.5660, top5_acc: 0.7846, loss_cls: 1.8345, loss: 1.8345, grad_norm: 2.8635 2020-08-12 04:24:48,356 - mmaction - INFO - Epoch [213][720/940] lr: 2.845e-02, eta: 19:10:03, time: 1.845, data_time: 0.007, memory: 9063, top1_acc: 0.5566, top5_acc: 0.7738, loss_cls: 1.9022, loss: 1.9022, grad_norm: 2.8808 2020-08-12 04:25:22,781 - mmaction - INFO - Epoch [213][740/940] lr: 2.845e-02, eta: 19:09:29, time: 1.720, data_time: 0.006, memory: 9063, top1_acc: 0.5664, top5_acc: 0.7887, loss_cls: 1.8431, loss: 1.8431, grad_norm: 2.8462 2020-08-12 04:25:58,287 - mmaction - INFO - Epoch [213][760/940] lr: 2.845e-02, eta: 19:08:56, time: 1.779, data_time: 0.008, memory: 9063, top1_acc: 0.5592, top5_acc: 0.7738, loss_cls: 1.9145, loss: 1.9145, grad_norm: 2.8944 2020-08-12 04:26:33,737 - mmaction - INFO - Epoch [213][780/940] lr: 2.845e-02, eta: 19:08:22, time: 1.770, data_time: 0.005, memory: 9063, top1_acc: 0.5650, top5_acc: 0.7832, loss_cls: 1.8675, loss: 1.8675, grad_norm: 2.8405 2020-08-12 04:27:08,093 - mmaction - INFO - Epoch [213][800/940] lr: 2.845e-02, eta: 19:07:49, time: 1.720, data_time: 0.007, memory: 9063, top1_acc: 0.5482, top5_acc: 0.7691, loss_cls: 1.9374, loss: 1.9374, grad_norm: 2.8675 2020-08-12 04:27:41,806 - mmaction - INFO - Epoch [213][820/940] lr: 2.845e-02, eta: 19:07:15, time: 1.686, data_time: 0.007, memory: 9063, top1_acc: 0.5729, top5_acc: 0.7873, loss_cls: 1.8557, loss: 1.8557, grad_norm: 2.8531 2020-08-12 04:28:15,843 - mmaction - INFO - Epoch [213][840/940] lr: 2.845e-02, eta: 19:06:41, time: 1.702, data_time: 0.002, memory: 9063, top1_acc: 0.5613, top5_acc: 0.7805, loss_cls: 1.8937, loss: 1.8937, grad_norm: 2.8994 2020-08-12 04:28:49,940 - mmaction - INFO - Epoch [213][860/940] lr: 2.845e-02, eta: 19:06:07, time: 1.704, data_time: 0.005, memory: 9063, top1_acc: 0.5662, top5_acc: 0.7799, loss_cls: 1.8832, loss: 1.8832, grad_norm: 2.8154 2020-08-12 04:29:23,804 - mmaction - INFO - Epoch [213][880/940] lr: 2.845e-02, eta: 19:05:33, time: 1.694, data_time: 0.003, memory: 9063, top1_acc: 0.5707, top5_acc: 0.7807, loss_cls: 1.9044, loss: 1.9044, grad_norm: 2.8739 2020-08-12 04:29:57,275 - mmaction - INFO - Epoch [213][900/940] lr: 2.845e-02, eta: 19:04:59, time: 1.673, data_time: 0.005, memory: 9063, top1_acc: 0.5580, top5_acc: 0.7693, loss_cls: 1.9304, loss: 1.9304, grad_norm: 2.8627 2020-08-12 04:30:30,686 - mmaction - INFO - Epoch [213][920/940] lr: 2.845e-02, eta: 19:04:24, time: 1.672, data_time: 0.005, memory: 9063, top1_acc: 0.5586, top5_acc: 0.7824, loss_cls: 1.9206, loss: 1.9206, grad_norm: 2.8812 2020-08-12 04:31:04,498 - mmaction - INFO - Epoch [213][940/940] lr: 2.845e-02, eta: 19:03:50, time: 1.689, data_time: 0.005, memory: 9063, top1_acc: 0.5513, top5_acc: 0.7630, loss_cls: 1.9537, loss: 1.9537, grad_norm: 2.8908 2020-08-12 04:31:43,967 - mmaction - INFO - Epoch [214][20/940] lr: 2.721e-02, eta: 19:03:19, time: 1.955, data_time: 0.532, memory: 9063, top1_acc: 0.5742, top5_acc: 0.7932, loss_cls: 1.8278, loss: 1.8278, grad_norm: 2.8409 2020-08-12 04:32:14,696 - mmaction - INFO - Epoch [214][40/940] lr: 2.721e-02, eta: 19:02:43, time: 1.535, data_time: 0.005, memory: 9063, top1_acc: 0.5699, top5_acc: 0.7859, loss_cls: 1.8458, loss: 1.8458, grad_norm: 2.9019 2020-08-12 04:32:47,520 - mmaction - INFO - Epoch [214][60/940] lr: 2.721e-02, eta: 19:02:09, time: 1.642, data_time: 0.006, memory: 9063, top1_acc: 0.5633, top5_acc: 0.7859, loss_cls: 1.8637, loss: 1.8637, grad_norm: 2.8982 2020-08-12 04:33:19,322 - mmaction - INFO - Epoch [214][80/940] lr: 2.721e-02, eta: 19:01:34, time: 1.592, data_time: 0.005, memory: 9063, top1_acc: 0.5639, top5_acc: 0.7801, loss_cls: 1.8974, loss: 1.8974, grad_norm: 2.8848 2020-08-12 04:33:52,046 - mmaction - INFO - Epoch [214][100/940] lr: 2.721e-02, eta: 19:00:59, time: 1.633, data_time: 0.005, memory: 9063, top1_acc: 0.5723, top5_acc: 0.7822, loss_cls: 1.8385, loss: 1.8385, grad_norm: 2.8264 2020-08-12 04:34:24,262 - mmaction - INFO - Epoch [214][120/940] lr: 2.721e-02, eta: 19:00:24, time: 1.613, data_time: 0.006, memory: 9063, top1_acc: 0.5658, top5_acc: 0.7816, loss_cls: 1.8745, loss: 1.8745, grad_norm: 2.8683 2020-08-12 04:34:57,620 - mmaction - INFO - Epoch [214][140/940] lr: 2.721e-02, eta: 18:59:50, time: 1.668, data_time: 0.005, memory: 9063, top1_acc: 0.5664, top5_acc: 0.7916, loss_cls: 1.8425, loss: 1.8425, grad_norm: 2.8503 2020-08-12 04:35:30,587 - mmaction - INFO - Epoch [214][160/940] lr: 2.721e-02, eta: 18:59:16, time: 1.647, data_time: 0.003, memory: 9063, top1_acc: 0.5648, top5_acc: 0.7811, loss_cls: 1.8785, loss: 1.8785, grad_norm: 2.8908 2020-08-12 04:36:02,965 - mmaction - INFO - Epoch [214][180/940] lr: 2.721e-02, eta: 18:58:41, time: 1.619, data_time: 0.005, memory: 9063, top1_acc: 0.5672, top5_acc: 0.7781, loss_cls: 1.8826, loss: 1.8826, grad_norm: 2.9085 2020-08-12 04:36:35,478 - mmaction - INFO - Epoch [214][200/940] lr: 2.721e-02, eta: 18:58:06, time: 1.623, data_time: 0.007, memory: 9063, top1_acc: 0.5686, top5_acc: 0.7867, loss_cls: 1.8547, loss: 1.8547, grad_norm: 2.8932 2020-08-12 04:37:07,171 - mmaction - INFO - Epoch [214][220/940] lr: 2.721e-02, eta: 18:57:31, time: 1.587, data_time: 0.007, memory: 9063, top1_acc: 0.5687, top5_acc: 0.7904, loss_cls: 1.8454, loss: 1.8454, grad_norm: 2.8750 2020-08-12 04:37:39,033 - mmaction - INFO - Epoch [214][240/940] lr: 2.721e-02, eta: 18:56:56, time: 1.592, data_time: 0.006, memory: 9063, top1_acc: 0.5590, top5_acc: 0.7695, loss_cls: 1.9278, loss: 1.9278, grad_norm: 2.8609 2020-08-12 04:38:11,609 - mmaction - INFO - Epoch [214][260/940] lr: 2.721e-02, eta: 18:56:21, time: 1.628, data_time: 0.005, memory: 9063, top1_acc: 0.5652, top5_acc: 0.7828, loss_cls: 1.8656, loss: 1.8656, grad_norm: 2.8638 2020-08-12 04:38:43,679 - mmaction - INFO - Epoch [214][280/940] lr: 2.721e-02, eta: 18:55:47, time: 1.606, data_time: 0.006, memory: 9063, top1_acc: 0.5803, top5_acc: 0.7900, loss_cls: 1.8211, loss: 1.8211, grad_norm: 2.8779 2020-08-12 04:39:15,415 - mmaction - INFO - Epoch [214][300/940] lr: 2.721e-02, eta: 18:55:11, time: 1.585, data_time: 0.005, memory: 9063, top1_acc: 0.5600, top5_acc: 0.7770, loss_cls: 1.8923, loss: 1.8923, grad_norm: 2.8580 2020-08-12 04:39:47,708 - mmaction - INFO - Epoch [214][320/940] lr: 2.721e-02, eta: 18:54:37, time: 1.616, data_time: 0.005, memory: 9063, top1_acc: 0.5695, top5_acc: 0.7904, loss_cls: 1.8508, loss: 1.8508, grad_norm: 2.9084 2020-08-12 04:40:19,716 - mmaction - INFO - Epoch [214][340/940] lr: 2.721e-02, eta: 18:54:02, time: 1.596, data_time: 0.007, memory: 9063, top1_acc: 0.5719, top5_acc: 0.7936, loss_cls: 1.8258, loss: 1.8258, grad_norm: 2.9003 2020-08-12 04:40:52,233 - mmaction - INFO - Epoch [214][360/940] lr: 2.721e-02, eta: 18:53:27, time: 1.630, data_time: 0.008, memory: 9063, top1_acc: 0.5617, top5_acc: 0.7756, loss_cls: 1.8969, loss: 1.8969, grad_norm: 2.9153 2020-08-12 04:41:24,445 - mmaction - INFO - Epoch [214][380/940] lr: 2.721e-02, eta: 18:52:52, time: 1.610, data_time: 0.007, memory: 9063, top1_acc: 0.5607, top5_acc: 0.7795, loss_cls: 1.8686, loss: 1.8686, grad_norm: 2.9093 2020-08-12 04:41:56,583 - mmaction - INFO - Epoch [214][400/940] lr: 2.721e-02, eta: 18:52:17, time: 1.605, data_time: 0.005, memory: 9063, top1_acc: 0.5680, top5_acc: 0.7766, loss_cls: 1.8405, loss: 1.8405, grad_norm: 2.8471 2020-08-12 04:42:27,306 - mmaction - INFO - Epoch [214][420/940] lr: 2.721e-02, eta: 18:51:42, time: 1.538, data_time: 0.006, memory: 9063, top1_acc: 0.5662, top5_acc: 0.7791, loss_cls: 1.8918, loss: 1.8918, grad_norm: 2.9185 2020-08-12 04:42:59,461 - mmaction - INFO - Epoch [214][440/940] lr: 2.721e-02, eta: 18:51:07, time: 1.609, data_time: 0.005, memory: 9063, top1_acc: 0.5641, top5_acc: 0.7779, loss_cls: 1.8814, loss: 1.8814, grad_norm: 2.8804 2020-08-12 04:43:31,610 - mmaction - INFO - Epoch [214][460/940] lr: 2.721e-02, eta: 18:50:32, time: 1.607, data_time: 0.005, memory: 9063, top1_acc: 0.5662, top5_acc: 0.7795, loss_cls: 1.8875, loss: 1.8875, grad_norm: 2.8747 2020-08-12 04:44:04,605 - mmaction - INFO - Epoch [214][480/940] lr: 2.721e-02, eta: 18:49:58, time: 1.650, data_time: 0.005, memory: 9063, top1_acc: 0.5723, top5_acc: 0.7820, loss_cls: 1.8611, loss: 1.8611, grad_norm: 2.8397 2020-08-12 04:44:36,347 - mmaction - INFO - Epoch [214][500/940] lr: 2.721e-02, eta: 18:49:23, time: 1.586, data_time: 0.005, memory: 9063, top1_acc: 0.5680, top5_acc: 0.7875, loss_cls: 1.8501, loss: 1.8501, grad_norm: 2.9370 2020-08-12 04:45:08,071 - mmaction - INFO - Epoch [214][520/940] lr: 2.721e-02, eta: 18:48:48, time: 1.588, data_time: 0.006, memory: 9063, top1_acc: 0.5654, top5_acc: 0.7783, loss_cls: 1.9062, loss: 1.9062, grad_norm: 2.8973 2020-08-12 04:45:39,456 - mmaction - INFO - Epoch [214][540/940] lr: 2.721e-02, eta: 18:48:12, time: 1.569, data_time: 0.002, memory: 9063, top1_acc: 0.5539, top5_acc: 0.7779, loss_cls: 1.9038, loss: 1.9038, grad_norm: 2.8967 2020-08-12 04:46:09,757 - mmaction - INFO - Epoch [214][560/940] lr: 2.721e-02, eta: 18:47:37, time: 1.513, data_time: 0.005, memory: 9063, top1_acc: 0.5699, top5_acc: 0.7881, loss_cls: 1.8503, loss: 1.8503, grad_norm: 2.8769 2020-08-12 04:46:40,231 - mmaction - INFO - Epoch [214][580/940] lr: 2.721e-02, eta: 18:47:01, time: 1.526, data_time: 0.007, memory: 9063, top1_acc: 0.5646, top5_acc: 0.7850, loss_cls: 1.8685, loss: 1.8685, grad_norm: 2.9064 2020-08-12 04:47:12,873 - mmaction - INFO - Epoch [214][600/940] lr: 2.721e-02, eta: 18:46:26, time: 1.631, data_time: 0.006, memory: 9063, top1_acc: 0.5646, top5_acc: 0.7793, loss_cls: 1.8666, loss: 1.8666, grad_norm: 2.8821 2020-08-12 04:47:45,392 - mmaction - INFO - Epoch [214][620/940] lr: 2.721e-02, eta: 18:45:52, time: 1.627, data_time: 0.005, memory: 9063, top1_acc: 0.5637, top5_acc: 0.7848, loss_cls: 1.8721, loss: 1.8721, grad_norm: 2.9035 2020-08-12 04:48:17,207 - mmaction - INFO - Epoch [214][640/940] lr: 2.721e-02, eta: 18:45:17, time: 1.588, data_time: 0.005, memory: 9063, top1_acc: 0.5689, top5_acc: 0.7891, loss_cls: 1.8591, loss: 1.8591, grad_norm: 2.8782 2020-08-12 04:48:49,029 - mmaction - INFO - Epoch [214][660/940] lr: 2.721e-02, eta: 18:44:42, time: 1.594, data_time: 0.006, memory: 9063, top1_acc: 0.5592, top5_acc: 0.7830, loss_cls: 1.8752, loss: 1.8752, grad_norm: 2.9963 2020-08-12 04:49:21,388 - mmaction - INFO - Epoch [214][680/940] lr: 2.721e-02, eta: 18:44:07, time: 1.618, data_time: 0.004, memory: 9063, top1_acc: 0.5777, top5_acc: 0.7852, loss_cls: 1.8553, loss: 1.8553, grad_norm: 2.8930 2020-08-12 04:49:55,015 - mmaction - INFO - Epoch [214][700/940] lr: 2.721e-02, eta: 18:43:33, time: 1.679, data_time: 0.004, memory: 9063, top1_acc: 0.5607, top5_acc: 0.7775, loss_cls: 1.8954, loss: 1.8954, grad_norm: 2.8669 2020-08-12 04:50:25,620 - mmaction - INFO - Epoch [214][720/940] lr: 2.721e-02, eta: 18:42:57, time: 1.530, data_time: 0.006, memory: 9063, top1_acc: 0.5641, top5_acc: 0.7811, loss_cls: 1.8820, loss: 1.8820, grad_norm: 2.9510 2020-08-12 04:50:56,279 - mmaction - INFO - Epoch [214][740/940] lr: 2.721e-02, eta: 18:42:22, time: 1.532, data_time: 0.007, memory: 9063, top1_acc: 0.5656, top5_acc: 0.7850, loss_cls: 1.8764, loss: 1.8764, grad_norm: 2.9148 2020-08-12 04:51:25,692 - mmaction - INFO - Epoch [214][760/940] lr: 2.721e-02, eta: 18:41:46, time: 1.474, data_time: 0.007, memory: 9063, top1_acc: 0.5697, top5_acc: 0.7838, loss_cls: 1.8735, loss: 1.8735, grad_norm: 2.8458 2020-08-12 04:51:57,198 - mmaction - INFO - Epoch [214][780/940] lr: 2.721e-02, eta: 18:41:10, time: 1.574, data_time: 0.007, memory: 9063, top1_acc: 0.5670, top5_acc: 0.7828, loss_cls: 1.8893, loss: 1.8893, grad_norm: 2.8725 2020-08-12 04:52:29,298 - mmaction - INFO - Epoch [214][800/940] lr: 2.721e-02, eta: 18:40:36, time: 1.603, data_time: 0.005, memory: 9063, top1_acc: 0.5701, top5_acc: 0.7895, loss_cls: 1.8441, loss: 1.8441, grad_norm: 2.8782 2020-08-12 04:53:01,945 - mmaction - INFO - Epoch [214][820/940] lr: 2.721e-02, eta: 18:40:01, time: 1.636, data_time: 0.007, memory: 9063, top1_acc: 0.5596, top5_acc: 0.7787, loss_cls: 1.9168, loss: 1.9168, grad_norm: 2.9119 2020-08-12 04:53:33,793 - mmaction - INFO - Epoch [214][840/940] lr: 2.721e-02, eta: 18:39:26, time: 1.591, data_time: 0.007, memory: 9063, top1_acc: 0.5830, top5_acc: 0.7982, loss_cls: 1.8056, loss: 1.8056, grad_norm: 2.8426 2020-08-12 04:54:07,057 - mmaction - INFO - Epoch [214][860/940] lr: 2.721e-02, eta: 18:38:52, time: 1.665, data_time: 0.005, memory: 9063, top1_acc: 0.5742, top5_acc: 0.7885, loss_cls: 1.8443, loss: 1.8443, grad_norm: 2.8723 2020-08-12 04:54:39,781 - mmaction - INFO - Epoch [214][880/940] lr: 2.721e-02, eta: 18:38:17, time: 1.633, data_time: 0.005, memory: 9063, top1_acc: 0.5662, top5_acc: 0.7855, loss_cls: 1.8899, loss: 1.8899, grad_norm: 2.9132 2020-08-12 04:55:12,484 - mmaction - INFO - Epoch [214][900/940] lr: 2.721e-02, eta: 18:37:43, time: 1.636, data_time: 0.007, memory: 9063, top1_acc: 0.5707, top5_acc: 0.7902, loss_cls: 1.8334, loss: 1.8334, grad_norm: 2.9152 2020-08-12 04:55:44,872 - mmaction - INFO - Epoch [214][920/940] lr: 2.721e-02, eta: 18:37:08, time: 1.621, data_time: 0.005, memory: 9063, top1_acc: 0.5566, top5_acc: 0.7746, loss_cls: 1.9298, loss: 1.9298, grad_norm: 2.9977 2020-08-12 04:56:15,945 - mmaction - INFO - Epoch [214][940/940] lr: 2.721e-02, eta: 18:36:33, time: 1.551, data_time: 0.005, memory: 9063, top1_acc: 0.5708, top5_acc: 0.7841, loss_cls: 1.8473, loss: 1.8473, grad_norm: 2.8796 2020-08-12 04:56:54,334 - mmaction - INFO - Epoch [215][20/940] lr: 2.598e-02, eta: 18:36:01, time: 1.907, data_time: 0.430, memory: 9063, top1_acc: 0.5701, top5_acc: 0.7848, loss_cls: 1.8533, loss: 1.8533, grad_norm: 2.8970 2020-08-12 04:57:25,208 - mmaction - INFO - Epoch [215][40/940] lr: 2.598e-02, eta: 18:35:25, time: 1.543, data_time: 0.005, memory: 9063, top1_acc: 0.5830, top5_acc: 0.7854, loss_cls: 1.8232, loss: 1.8232, grad_norm: 2.8782 2020-08-12 04:57:57,207 - mmaction - INFO - Epoch [215][60/940] lr: 2.598e-02, eta: 18:34:50, time: 1.601, data_time: 0.005, memory: 9063, top1_acc: 0.5687, top5_acc: 0.7854, loss_cls: 1.8592, loss: 1.8592, grad_norm: 2.9082 2020-08-12 04:58:30,856 - mmaction - INFO - Epoch [215][80/940] lr: 2.598e-02, eta: 18:34:16, time: 1.681, data_time: 0.007, memory: 9063, top1_acc: 0.5740, top5_acc: 0.7842, loss_cls: 1.8393, loss: 1.8393, grad_norm: 2.9039 2020-08-12 04:59:02,754 - mmaction - INFO - Epoch [215][100/940] lr: 2.598e-02, eta: 18:33:41, time: 1.596, data_time: 0.006, memory: 9063, top1_acc: 0.5826, top5_acc: 0.7947, loss_cls: 1.8007, loss: 1.8007, grad_norm: 2.8482 2020-08-12 04:59:34,628 - mmaction - INFO - Epoch [215][120/940] lr: 2.598e-02, eta: 18:33:07, time: 1.594, data_time: 0.005, memory: 9063, top1_acc: 0.5686, top5_acc: 0.7826, loss_cls: 1.8624, loss: 1.8624, grad_norm: 2.9245 2020-08-12 05:00:14,655 - mmaction - INFO - Epoch [215][140/940] lr: 2.598e-02, eta: 18:32:36, time: 1.996, data_time: 0.006, memory: 9063, top1_acc: 0.5754, top5_acc: 0.7838, loss_cls: 1.8441, loss: 1.8441, grad_norm: 2.9124 2020-08-12 05:00:44,677 - mmaction - INFO - Epoch [215][160/940] lr: 2.598e-02, eta: 18:32:00, time: 1.505, data_time: 0.019, memory: 9063, top1_acc: 0.5721, top5_acc: 0.7904, loss_cls: 1.8124, loss: 1.8124, grad_norm: 2.9379 2020-08-12 05:01:16,978 - mmaction - INFO - Epoch [215][180/940] lr: 2.598e-02, eta: 18:31:25, time: 1.617, data_time: 0.006, memory: 9063, top1_acc: 0.5762, top5_acc: 0.7879, loss_cls: 1.8358, loss: 1.8358, grad_norm: 2.9288 2020-08-12 05:01:49,447 - mmaction - INFO - Epoch [215][200/940] lr: 2.598e-02, eta: 18:30:50, time: 1.622, data_time: 0.004, memory: 9063, top1_acc: 0.5687, top5_acc: 0.7959, loss_cls: 1.8269, loss: 1.8269, grad_norm: 2.9720 2020-08-12 05:02:21,085 - mmaction - INFO - Epoch [215][220/940] lr: 2.598e-02, eta: 18:30:15, time: 1.583, data_time: 0.006, memory: 9063, top1_acc: 0.5814, top5_acc: 0.7963, loss_cls: 1.7667, loss: 1.7667, grad_norm: 2.8763 2020-08-12 05:02:53,114 - mmaction - INFO - Epoch [215][240/940] lr: 2.598e-02, eta: 18:29:40, time: 1.602, data_time: 0.003, memory: 9063, top1_acc: 0.5744, top5_acc: 0.7891, loss_cls: 1.8064, loss: 1.8064, grad_norm: 2.8787 2020-08-12 05:03:26,504 - mmaction - INFO - Epoch [215][260/940] lr: 2.598e-02, eta: 18:29:06, time: 1.666, data_time: 0.004, memory: 9063, top1_acc: 0.5783, top5_acc: 0.7971, loss_cls: 1.7926, loss: 1.7926, grad_norm: 2.9452 2020-08-12 05:03:59,129 - mmaction - INFO - Epoch [215][280/940] lr: 2.598e-02, eta: 18:28:32, time: 1.635, data_time: 0.007, memory: 9063, top1_acc: 0.5646, top5_acc: 0.7809, loss_cls: 1.8750, loss: 1.8750, grad_norm: 2.9346 2020-08-12 05:04:31,487 - mmaction - INFO - Epoch [215][300/940] lr: 2.598e-02, eta: 18:27:57, time: 1.616, data_time: 0.005, memory: 9063, top1_acc: 0.5705, top5_acc: 0.7836, loss_cls: 1.8530, loss: 1.8530, grad_norm: 2.9665 2020-08-12 05:05:04,753 - mmaction - INFO - Epoch [215][320/940] lr: 2.598e-02, eta: 18:27:23, time: 1.665, data_time: 0.007, memory: 9063, top1_acc: 0.5674, top5_acc: 0.7836, loss_cls: 1.8474, loss: 1.8474, grad_norm: 2.9184 2020-08-12 05:05:36,395 - mmaction - INFO - Epoch [215][340/940] lr: 2.598e-02, eta: 18:26:48, time: 1.582, data_time: 0.005, memory: 9063, top1_acc: 0.5652, top5_acc: 0.7805, loss_cls: 1.8793, loss: 1.8793, grad_norm: 2.9317 2020-08-12 05:06:08,242 - mmaction - INFO - Epoch [215][360/940] lr: 2.598e-02, eta: 18:26:13, time: 1.590, data_time: 0.005, memory: 9063, top1_acc: 0.5621, top5_acc: 0.7885, loss_cls: 1.8650, loss: 1.8650, grad_norm: 2.9394 2020-08-12 05:06:39,180 - mmaction - INFO - Epoch [215][380/940] lr: 2.598e-02, eta: 18:25:37, time: 1.548, data_time: 0.006, memory: 9063, top1_acc: 0.5793, top5_acc: 0.7916, loss_cls: 1.8409, loss: 1.8409, grad_norm: 2.9451 2020-08-12 05:07:12,275 - mmaction - INFO - Epoch [215][400/940] lr: 2.598e-02, eta: 18:25:03, time: 1.654, data_time: 0.005, memory: 9063, top1_acc: 0.5811, top5_acc: 0.7850, loss_cls: 1.8514, loss: 1.8514, grad_norm: 2.9175 2020-08-12 05:07:45,404 - mmaction - INFO - Epoch [215][420/940] lr: 2.598e-02, eta: 18:24:29, time: 1.658, data_time: 0.005, memory: 9063, top1_acc: 0.5689, top5_acc: 0.7773, loss_cls: 1.8784, loss: 1.8784, grad_norm: 2.8911 2020-08-12 05:08:17,451 - mmaction - INFO - Epoch [215][440/940] lr: 2.598e-02, eta: 18:23:54, time: 1.602, data_time: 0.007, memory: 9063, top1_acc: 0.5572, top5_acc: 0.7727, loss_cls: 1.8973, loss: 1.8973, grad_norm: 2.9467 2020-08-12 05:08:50,801 - mmaction - INFO - Epoch [215][460/940] lr: 2.598e-02, eta: 18:23:20, time: 1.668, data_time: 0.005, memory: 9063, top1_acc: 0.5734, top5_acc: 0.7861, loss_cls: 1.8642, loss: 1.8642, grad_norm: 2.8897 2020-08-12 05:09:22,038 - mmaction - INFO - Epoch [215][480/940] lr: 2.598e-02, eta: 18:22:44, time: 1.563, data_time: 0.004, memory: 9063, top1_acc: 0.5553, top5_acc: 0.7721, loss_cls: 1.8912, loss: 1.8912, grad_norm: 2.9838 2020-08-12 05:09:54,591 - mmaction - INFO - Epoch [215][500/940] lr: 2.598e-02, eta: 18:22:10, time: 1.627, data_time: 0.002, memory: 9063, top1_acc: 0.5656, top5_acc: 0.7809, loss_cls: 1.8788, loss: 1.8788, grad_norm: 2.9045 2020-08-12 05:10:27,164 - mmaction - INFO - Epoch [215][520/940] lr: 2.598e-02, eta: 18:21:35, time: 1.626, data_time: 0.005, memory: 9063, top1_acc: 0.5838, top5_acc: 0.8004, loss_cls: 1.7985, loss: 1.7985, grad_norm: 2.9220 2020-08-12 05:11:00,649 - mmaction - INFO - Epoch [215][540/940] lr: 2.598e-02, eta: 18:21:01, time: 1.677, data_time: 0.007, memory: 9063, top1_acc: 0.5602, top5_acc: 0.7760, loss_cls: 1.8996, loss: 1.8996, grad_norm: 2.9428 2020-08-12 05:11:31,471 - mmaction - INFO - Epoch [215][560/940] lr: 2.598e-02, eta: 18:20:26, time: 1.539, data_time: 0.007, memory: 9063, top1_acc: 0.5687, top5_acc: 0.7850, loss_cls: 1.8527, loss: 1.8527, grad_norm: 2.9491 2020-08-12 05:12:02,021 - mmaction - INFO - Epoch [215][580/940] lr: 2.598e-02, eta: 18:19:50, time: 1.528, data_time: 0.006, memory: 9063, top1_acc: 0.5680, top5_acc: 0.7854, loss_cls: 1.8591, loss: 1.8591, grad_norm: 2.9191 2020-08-12 05:12:34,651 - mmaction - INFO - Epoch [215][600/940] lr: 2.598e-02, eta: 18:19:16, time: 1.633, data_time: 0.006, memory: 9063, top1_acc: 0.5721, top5_acc: 0.7957, loss_cls: 1.8260, loss: 1.8260, grad_norm: 2.9835 2020-08-12 05:13:08,034 - mmaction - INFO - Epoch [215][620/940] lr: 2.598e-02, eta: 18:18:41, time: 1.670, data_time: 0.002, memory: 9063, top1_acc: 0.5709, top5_acc: 0.7830, loss_cls: 1.8662, loss: 1.8662, grad_norm: 2.9388 2020-08-12 05:13:39,279 - mmaction - INFO - Epoch [215][640/940] lr: 2.598e-02, eta: 18:18:06, time: 1.561, data_time: 0.006, memory: 9063, top1_acc: 0.5734, top5_acc: 0.7799, loss_cls: 1.8527, loss: 1.8527, grad_norm: 2.8730 2020-08-12 05:14:11,419 - mmaction - INFO - Epoch [215][660/940] lr: 2.598e-02, eta: 18:17:31, time: 1.606, data_time: 0.005, memory: 9063, top1_acc: 0.5777, top5_acc: 0.7902, loss_cls: 1.8096, loss: 1.8096, grad_norm: 2.8859 2020-08-12 05:14:44,234 - mmaction - INFO - Epoch [215][680/940] lr: 2.598e-02, eta: 18:16:57, time: 1.641, data_time: 0.007, memory: 9063, top1_acc: 0.5771, top5_acc: 0.7928, loss_cls: 1.8360, loss: 1.8360, grad_norm: 2.9339 2020-08-12 05:15:16,761 - mmaction - INFO - Epoch [215][700/940] lr: 2.598e-02, eta: 18:16:22, time: 1.627, data_time: 0.005, memory: 9063, top1_acc: 0.5566, top5_acc: 0.7748, loss_cls: 1.8977, loss: 1.8977, grad_norm: 3.0263 2020-08-12 05:15:49,316 - mmaction - INFO - Epoch [215][720/940] lr: 2.598e-02, eta: 18:15:48, time: 1.629, data_time: 0.005, memory: 9063, top1_acc: 0.5744, top5_acc: 0.7916, loss_cls: 1.8217, loss: 1.8217, grad_norm: 2.8734 2020-08-12 05:16:22,238 - mmaction - INFO - Epoch [215][740/940] lr: 2.598e-02, eta: 18:15:13, time: 1.644, data_time: 0.006, memory: 9063, top1_acc: 0.5791, top5_acc: 0.7889, loss_cls: 1.8316, loss: 1.8316, grad_norm: 2.9694 2020-08-12 05:16:52,904 - mmaction - INFO - Epoch [215][760/940] lr: 2.598e-02, eta: 18:14:38, time: 1.535, data_time: 0.005, memory: 9063, top1_acc: 0.5605, top5_acc: 0.7803, loss_cls: 1.8884, loss: 1.8884, grad_norm: 2.9730 2020-08-12 05:17:25,579 - mmaction - INFO - Epoch [215][780/940] lr: 2.598e-02, eta: 18:14:03, time: 1.632, data_time: 0.005, memory: 9063, top1_acc: 0.5619, top5_acc: 0.7795, loss_cls: 1.8858, loss: 1.8858, grad_norm: 2.9437 2020-08-12 05:17:57,762 - mmaction - INFO - Epoch [215][800/940] lr: 2.598e-02, eta: 18:13:29, time: 1.611, data_time: 0.006, memory: 9063, top1_acc: 0.5770, top5_acc: 0.7914, loss_cls: 1.8403, loss: 1.8403, grad_norm: 2.9517 2020-08-12 05:18:30,648 - mmaction - INFO - Epoch [215][820/940] lr: 2.598e-02, eta: 18:12:54, time: 1.640, data_time: 0.007, memory: 9063, top1_acc: 0.5719, top5_acc: 0.7887, loss_cls: 1.8547, loss: 1.8547, grad_norm: 2.9426 2020-08-12 05:19:02,771 - mmaction - INFO - Epoch [215][840/940] lr: 2.598e-02, eta: 18:12:19, time: 1.607, data_time: 0.008, memory: 9063, top1_acc: 0.5701, top5_acc: 0.7879, loss_cls: 1.8553, loss: 1.8553, grad_norm: 2.9519 2020-08-12 05:19:35,735 - mmaction - INFO - Epoch [215][860/940] lr: 2.598e-02, eta: 18:11:45, time: 1.652, data_time: 0.007, memory: 9063, top1_acc: 0.5529, top5_acc: 0.7699, loss_cls: 1.9221, loss: 1.9221, grad_norm: 2.9258 2020-08-12 05:20:08,475 - mmaction - INFO - Epoch [215][880/940] lr: 2.598e-02, eta: 18:11:11, time: 1.636, data_time: 0.007, memory: 9063, top1_acc: 0.5543, top5_acc: 0.7654, loss_cls: 1.9350, loss: 1.9350, grad_norm: 2.9643 2020-08-12 05:20:40,308 - mmaction - INFO - Epoch [215][900/940] lr: 2.598e-02, eta: 18:10:36, time: 1.592, data_time: 0.003, memory: 9063, top1_acc: 0.5607, top5_acc: 0.7879, loss_cls: 1.8699, loss: 1.8699, grad_norm: 2.9250 2020-08-12 05:21:12,555 - mmaction - INFO - Epoch [215][920/940] lr: 2.598e-02, eta: 18:10:01, time: 1.611, data_time: 0.005, memory: 9063, top1_acc: 0.5646, top5_acc: 0.7828, loss_cls: 1.8784, loss: 1.8784, grad_norm: 2.8966 2020-08-12 05:21:44,024 - mmaction - INFO - Epoch [215][940/940] lr: 2.598e-02, eta: 18:09:26, time: 1.576, data_time: 0.005, memory: 9063, top1_acc: 0.5597, top5_acc: 0.7821, loss_cls: 1.8952, loss: 1.8952, grad_norm: 2.9764 2020-08-12 05:22:25,540 - mmaction - INFO - Epoch [216][20/940] lr: 2.479e-02, eta: 18:08:55, time: 2.047, data_time: 0.603, memory: 9063, top1_acc: 0.5645, top5_acc: 0.7803, loss_cls: 1.8849, loss: 1.8849, grad_norm: 2.9405 2020-08-12 05:22:57,793 - mmaction - INFO - Epoch [216][40/940] lr: 2.479e-02, eta: 18:08:21, time: 1.615, data_time: 0.007, memory: 9063, top1_acc: 0.5701, top5_acc: 0.7865, loss_cls: 1.8504, loss: 1.8504, grad_norm: 2.9067 2020-08-12 05:23:28,455 - mmaction - INFO - Epoch [216][60/940] lr: 2.479e-02, eta: 18:07:45, time: 1.531, data_time: 0.006, memory: 9063, top1_acc: 0.5664, top5_acc: 0.7799, loss_cls: 1.8682, loss: 1.8682, grad_norm: 2.9005 2020-08-12 05:24:00,695 - mmaction - INFO - Epoch [216][80/940] lr: 2.479e-02, eta: 18:07:10, time: 1.616, data_time: 0.007, memory: 9063, top1_acc: 0.5689, top5_acc: 0.7904, loss_cls: 1.8241, loss: 1.8241, grad_norm: 2.8840 2020-08-12 05:24:33,679 - mmaction - INFO - Epoch [216][100/940] lr: 2.479e-02, eta: 18:06:36, time: 1.649, data_time: 0.002, memory: 9063, top1_acc: 0.5691, top5_acc: 0.7937, loss_cls: 1.8368, loss: 1.8368, grad_norm: 2.9199 2020-08-12 05:25:07,762 - mmaction - INFO - Epoch [216][120/940] lr: 2.479e-02, eta: 18:06:02, time: 1.705, data_time: 0.005, memory: 9063, top1_acc: 0.5697, top5_acc: 0.7852, loss_cls: 1.8574, loss: 1.8574, grad_norm: 2.9960 2020-08-12 05:25:39,292 - mmaction - INFO - Epoch [216][140/940] lr: 2.479e-02, eta: 18:05:27, time: 1.576, data_time: 0.002, memory: 9063, top1_acc: 0.5684, top5_acc: 0.7871, loss_cls: 1.8581, loss: 1.8581, grad_norm: 2.9185 2020-08-12 05:26:10,862 - mmaction - INFO - Epoch [216][160/940] lr: 2.479e-02, eta: 18:04:52, time: 1.574, data_time: 0.005, memory: 9063, top1_acc: 0.5801, top5_acc: 0.7879, loss_cls: 1.8347, loss: 1.8347, grad_norm: 2.9867 2020-08-12 05:26:41,896 - mmaction - INFO - Epoch [216][180/940] lr: 2.479e-02, eta: 18:04:17, time: 1.557, data_time: 0.008, memory: 9063, top1_acc: 0.5678, top5_acc: 0.7805, loss_cls: 1.8555, loss: 1.8555, grad_norm: 2.9305 2020-08-12 05:27:15,114 - mmaction - INFO - Epoch [216][200/940] lr: 2.479e-02, eta: 18:03:43, time: 1.658, data_time: 0.005, memory: 9063, top1_acc: 0.5721, top5_acc: 0.7963, loss_cls: 1.8042, loss: 1.8042, grad_norm: 2.9091 2020-08-12 05:27:49,382 - mmaction - INFO - Epoch [216][220/940] lr: 2.479e-02, eta: 18:03:09, time: 1.716, data_time: 0.007, memory: 9063, top1_acc: 0.5822, top5_acc: 0.7994, loss_cls: 1.7816, loss: 1.7816, grad_norm: 2.8959 2020-08-12 05:28:20,588 - mmaction - INFO - Epoch [216][240/940] lr: 2.479e-02, eta: 18:02:34, time: 1.555, data_time: 0.008, memory: 9063, top1_acc: 0.5883, top5_acc: 0.7936, loss_cls: 1.7838, loss: 1.7838, grad_norm: 2.9156 2020-08-12 05:28:52,523 - mmaction - INFO - Epoch [216][260/940] lr: 2.479e-02, eta: 18:01:59, time: 1.602, data_time: 0.008, memory: 9063, top1_acc: 0.5732, top5_acc: 0.7896, loss_cls: 1.8314, loss: 1.8314, grad_norm: 2.9293 2020-08-12 05:29:24,817 - mmaction - INFO - Epoch [216][280/940] lr: 2.479e-02, eta: 18:01:24, time: 1.616, data_time: 0.003, memory: 9063, top1_acc: 0.5709, top5_acc: 0.7895, loss_cls: 1.8688, loss: 1.8688, grad_norm: 3.0178 2020-08-12 05:29:57,596 - mmaction - INFO - Epoch [216][300/940] lr: 2.479e-02, eta: 18:00:50, time: 1.637, data_time: 0.004, memory: 9063, top1_acc: 0.5590, top5_acc: 0.7789, loss_cls: 1.8603, loss: 1.8603, grad_norm: 3.0375 2020-08-12 05:30:30,768 - mmaction - INFO - Epoch [216][320/940] lr: 2.479e-02, eta: 18:00:16, time: 1.660, data_time: 0.007, memory: 9063, top1_acc: 0.5908, top5_acc: 0.7969, loss_cls: 1.7868, loss: 1.7868, grad_norm: 2.8942 2020-08-12 05:31:02,638 - mmaction - INFO - Epoch [216][340/940] lr: 2.479e-02, eta: 17:59:41, time: 1.593, data_time: 0.004, memory: 9063, top1_acc: 0.5814, top5_acc: 0.7910, loss_cls: 1.8110, loss: 1.8110, grad_norm: 2.9109 2020-08-12 05:31:35,583 - mmaction - INFO - Epoch [216][360/940] lr: 2.479e-02, eta: 17:59:06, time: 1.647, data_time: 0.005, memory: 9063, top1_acc: 0.5949, top5_acc: 0.8002, loss_cls: 1.7364, loss: 1.7364, grad_norm: 2.8537 2020-08-12 05:32:08,114 - mmaction - INFO - Epoch [216][380/940] lr: 2.479e-02, eta: 17:58:32, time: 1.627, data_time: 0.005, memory: 9063, top1_acc: 0.5787, top5_acc: 0.7898, loss_cls: 1.8218, loss: 1.8218, grad_norm: 2.9407 2020-08-12 05:32:41,033 - mmaction - INFO - Epoch [216][400/940] lr: 2.479e-02, eta: 17:57:57, time: 1.645, data_time: 0.005, memory: 9063, top1_acc: 0.5869, top5_acc: 0.7959, loss_cls: 1.7715, loss: 1.7715, grad_norm: 2.9717 2020-08-12 05:33:13,015 - mmaction - INFO - Epoch [216][420/940] lr: 2.479e-02, eta: 17:57:23, time: 1.601, data_time: 0.007, memory: 9063, top1_acc: 0.5799, top5_acc: 0.7879, loss_cls: 1.8439, loss: 1.8439, grad_norm: 2.9719 2020-08-12 05:33:45,820 - mmaction - INFO - Epoch [216][440/940] lr: 2.479e-02, eta: 17:56:48, time: 1.638, data_time: 0.005, memory: 9063, top1_acc: 0.5662, top5_acc: 0.7941, loss_cls: 1.8275, loss: 1.8275, grad_norm: 3.0010 2020-08-12 05:34:18,127 - mmaction - INFO - Epoch [216][460/940] lr: 2.479e-02, eta: 17:56:13, time: 1.617, data_time: 0.008, memory: 9063, top1_acc: 0.5748, top5_acc: 0.7900, loss_cls: 1.8328, loss: 1.8328, grad_norm: 2.9962 2020-08-12 05:34:50,572 - mmaction - INFO - Epoch [216][480/940] lr: 2.479e-02, eta: 17:55:39, time: 1.621, data_time: 0.007, memory: 9063, top1_acc: 0.5770, top5_acc: 0.7924, loss_cls: 1.8064, loss: 1.8064, grad_norm: 2.9064 2020-08-12 05:35:22,809 - mmaction - INFO - Epoch [216][500/940] lr: 2.479e-02, eta: 17:55:04, time: 1.612, data_time: 0.005, memory: 9063, top1_acc: 0.5777, top5_acc: 0.7922, loss_cls: 1.8085, loss: 1.8085, grad_norm: 2.9623 2020-08-12 05:35:55,532 - mmaction - INFO - Epoch [216][520/940] lr: 2.479e-02, eta: 17:54:30, time: 1.638, data_time: 0.005, memory: 9063, top1_acc: 0.5838, top5_acc: 0.7893, loss_cls: 1.8198, loss: 1.8198, grad_norm: 2.9761 2020-08-12 05:36:27,639 - mmaction - INFO - Epoch [216][540/940] lr: 2.479e-02, eta: 17:53:55, time: 1.604, data_time: 0.005, memory: 9063, top1_acc: 0.5639, top5_acc: 0.7912, loss_cls: 1.8632, loss: 1.8632, grad_norm: 2.9679 2020-08-12 05:37:00,728 - mmaction - INFO - Epoch [216][560/940] lr: 2.479e-02, eta: 17:53:21, time: 1.655, data_time: 0.005, memory: 9063, top1_acc: 0.5643, top5_acc: 0.7850, loss_cls: 1.8931, loss: 1.8931, grad_norm: 3.0039 2020-08-12 05:37:31,854 - mmaction - INFO - Epoch [216][580/940] lr: 2.479e-02, eta: 17:52:45, time: 1.555, data_time: 0.007, memory: 9063, top1_acc: 0.5850, top5_acc: 0.7963, loss_cls: 1.7930, loss: 1.7930, grad_norm: 2.9205 2020-08-12 05:38:04,548 - mmaction - INFO - Epoch [216][600/940] lr: 2.479e-02, eta: 17:52:11, time: 1.632, data_time: 0.007, memory: 9063, top1_acc: 0.5633, top5_acc: 0.7844, loss_cls: 1.8666, loss: 1.8666, grad_norm: 2.9423 2020-08-12 05:38:38,110 - mmaction - INFO - Epoch [216][620/940] lr: 2.479e-02, eta: 17:51:37, time: 1.680, data_time: 0.010, memory: 9063, top1_acc: 0.5744, top5_acc: 0.7852, loss_cls: 1.8414, loss: 1.8414, grad_norm: 2.9946 2020-08-12 05:39:10,743 - mmaction - INFO - Epoch [216][640/940] lr: 2.479e-02, eta: 17:51:02, time: 1.632, data_time: 0.006, memory: 9063, top1_acc: 0.5770, top5_acc: 0.7895, loss_cls: 1.8396, loss: 1.8396, grad_norm: 2.9391 2020-08-12 05:39:42,723 - mmaction - INFO - Epoch [216][660/940] lr: 2.479e-02, eta: 17:50:28, time: 1.601, data_time: 0.006, memory: 9063, top1_acc: 0.5666, top5_acc: 0.7865, loss_cls: 1.8429, loss: 1.8429, grad_norm: 2.9631 2020-08-12 05:40:13,884 - mmaction - INFO - Epoch [216][680/940] lr: 2.479e-02, eta: 17:49:52, time: 1.553, data_time: 0.005, memory: 9063, top1_acc: 0.5773, top5_acc: 0.7941, loss_cls: 1.8018, loss: 1.8018, grad_norm: 2.9462 2020-08-12 05:40:46,822 - mmaction - INFO - Epoch [216][700/940] lr: 2.479e-02, eta: 17:49:18, time: 1.649, data_time: 0.008, memory: 9063, top1_acc: 0.5613, top5_acc: 0.7877, loss_cls: 1.8762, loss: 1.8762, grad_norm: 3.0101 2020-08-12 05:41:20,400 - mmaction - INFO - Epoch [216][720/940] lr: 2.479e-02, eta: 17:48:44, time: 1.681, data_time: 0.006, memory: 9063, top1_acc: 0.5867, top5_acc: 0.7951, loss_cls: 1.7828, loss: 1.7828, grad_norm: 2.9180 2020-08-12 05:41:54,017 - mmaction - INFO - Epoch [216][740/940] lr: 2.479e-02, eta: 17:48:10, time: 1.679, data_time: 0.005, memory: 9063, top1_acc: 0.5818, top5_acc: 0.7941, loss_cls: 1.8066, loss: 1.8066, grad_norm: 2.9383 2020-08-12 05:42:26,200 - mmaction - INFO - Epoch [216][760/940] lr: 2.479e-02, eta: 17:47:35, time: 1.611, data_time: 0.007, memory: 9063, top1_acc: 0.5793, top5_acc: 0.7904, loss_cls: 1.8134, loss: 1.8134, grad_norm: 2.9356 2020-08-12 05:42:59,207 - mmaction - INFO - Epoch [216][780/940] lr: 2.479e-02, eta: 17:47:01, time: 1.649, data_time: 0.005, memory: 9063, top1_acc: 0.5783, top5_acc: 0.7900, loss_cls: 1.8252, loss: 1.8252, grad_norm: 2.9499 2020-08-12 05:43:31,669 - mmaction - INFO - Epoch [216][800/940] lr: 2.479e-02, eta: 17:46:26, time: 1.625, data_time: 0.005, memory: 9063, top1_acc: 0.5793, top5_acc: 0.7906, loss_cls: 1.7973, loss: 1.7973, grad_norm: 2.9667 2020-08-12 05:44:04,734 - mmaction - INFO - Epoch [216][820/940] lr: 2.479e-02, eta: 17:45:52, time: 1.652, data_time: 0.005, memory: 9063, top1_acc: 0.5701, top5_acc: 0.7795, loss_cls: 1.8821, loss: 1.8821, grad_norm: 2.9676 2020-08-12 05:44:37,828 - mmaction - INFO - Epoch [216][840/940] lr: 2.479e-02, eta: 17:45:18, time: 1.656, data_time: 0.005, memory: 9063, top1_acc: 0.5605, top5_acc: 0.7793, loss_cls: 1.8894, loss: 1.8894, grad_norm: 2.9922 2020-08-12 05:45:10,471 - mmaction - INFO - Epoch [216][860/940] lr: 2.479e-02, eta: 17:44:43, time: 1.632, data_time: 0.005, memory: 9063, top1_acc: 0.5619, top5_acc: 0.7781, loss_cls: 1.8669, loss: 1.8669, grad_norm: 2.9894 2020-08-12 05:45:40,583 - mmaction - INFO - Epoch [216][880/940] lr: 2.479e-02, eta: 17:44:08, time: 1.505, data_time: 0.002, memory: 9063, top1_acc: 0.5756, top5_acc: 0.7979, loss_cls: 1.8343, loss: 1.8343, grad_norm: 3.0003 2020-08-12 05:46:12,744 - mmaction - INFO - Epoch [216][900/940] lr: 2.479e-02, eta: 17:43:33, time: 1.606, data_time: 0.005, memory: 9063, top1_acc: 0.5709, top5_acc: 0.7840, loss_cls: 1.8460, loss: 1.8460, grad_norm: 2.9612 2020-08-12 05:46:44,963 - mmaction - INFO - Epoch [216][920/940] lr: 2.479e-02, eta: 17:42:58, time: 1.613, data_time: 0.006, memory: 9063, top1_acc: 0.5662, top5_acc: 0.7814, loss_cls: 1.8705, loss: 1.8705, grad_norm: 2.9574 2020-08-12 05:47:17,448 - mmaction - INFO - Epoch [216][940/940] lr: 2.479e-02, eta: 17:42:24, time: 1.622, data_time: 0.006, memory: 9063, top1_acc: 0.5643, top5_acc: 0.7754, loss_cls: 1.8998, loss: 1.8998, grad_norm: 2.9923 2020-08-12 05:47:17,717 - mmaction - INFO - Saving checkpoint at 216 epochs 2020-08-12 05:47:55,836 - mmaction - INFO - Epoch [217][20/940] lr: 2.362e-02, eta: 17:41:50, time: 1.747, data_time: 0.304, memory: 9063, top1_acc: 0.5764, top5_acc: 0.7971, loss_cls: 1.7637, loss: 1.7637, grad_norm: 2.9396 2020-08-12 05:48:28,066 - mmaction - INFO - Epoch [217][40/940] lr: 2.362e-02, eta: 17:41:16, time: 1.610, data_time: 0.005, memory: 9063, top1_acc: 0.5818, top5_acc: 0.7889, loss_cls: 1.8301, loss: 1.8301, grad_norm: 3.0141 2020-08-12 05:48:59,376 - mmaction - INFO - Epoch [217][60/940] lr: 2.362e-02, eta: 17:40:41, time: 1.566, data_time: 0.005, memory: 9063, top1_acc: 0.5844, top5_acc: 0.7988, loss_cls: 1.7823, loss: 1.7823, grad_norm: 3.0017 2020-08-12 05:49:33,516 - mmaction - INFO - Epoch [217][80/940] lr: 2.362e-02, eta: 17:40:07, time: 1.708, data_time: 0.005, memory: 9063, top1_acc: 0.5787, top5_acc: 0.7934, loss_cls: 1.7894, loss: 1.7894, grad_norm: 2.9539 2020-08-12 05:50:06,697 - mmaction - INFO - Epoch [217][100/940] lr: 2.362e-02, eta: 17:39:32, time: 1.659, data_time: 0.005, memory: 9063, top1_acc: 0.5742, top5_acc: 0.7852, loss_cls: 1.8129, loss: 1.8129, grad_norm: 3.0311 2020-08-12 05:50:37,914 - mmaction - INFO - Epoch [217][120/940] lr: 2.362e-02, eta: 17:38:57, time: 1.561, data_time: 0.004, memory: 9063, top1_acc: 0.5865, top5_acc: 0.7906, loss_cls: 1.7913, loss: 1.7913, grad_norm: 2.9706 2020-08-12 05:51:09,029 - mmaction - INFO - Epoch [217][140/940] lr: 2.362e-02, eta: 17:38:22, time: 1.556, data_time: 0.005, memory: 9063, top1_acc: 0.5715, top5_acc: 0.7867, loss_cls: 1.8568, loss: 1.8568, grad_norm: 3.0097 2020-08-12 05:51:41,492 - mmaction - INFO - Epoch [217][160/940] lr: 2.362e-02, eta: 17:37:48, time: 1.621, data_time: 0.002, memory: 9063, top1_acc: 0.5795, top5_acc: 0.7908, loss_cls: 1.8026, loss: 1.8026, grad_norm: 3.0319 2020-08-12 05:52:15,217 - mmaction - INFO - Epoch [217][180/940] lr: 2.362e-02, eta: 17:37:14, time: 1.689, data_time: 0.007, memory: 9063, top1_acc: 0.5770, top5_acc: 0.7965, loss_cls: 1.8142, loss: 1.8142, grad_norm: 3.0158 2020-08-12 05:52:48,205 - mmaction - INFO - Epoch [217][200/940] lr: 2.362e-02, eta: 17:36:39, time: 1.649, data_time: 0.005, memory: 9063, top1_acc: 0.5799, top5_acc: 0.7961, loss_cls: 1.7948, loss: 1.7948, grad_norm: 2.9958 2020-08-12 05:53:19,623 - mmaction - INFO - Epoch [217][220/940] lr: 2.362e-02, eta: 17:36:04, time: 1.571, data_time: 0.004, memory: 9063, top1_acc: 0.5854, top5_acc: 0.7896, loss_cls: 1.7963, loss: 1.7963, grad_norm: 3.0074 2020-08-12 05:53:51,440 - mmaction - INFO - Epoch [217][240/940] lr: 2.362e-02, eta: 17:35:29, time: 1.589, data_time: 0.004, memory: 9063, top1_acc: 0.5795, top5_acc: 0.7889, loss_cls: 1.8038, loss: 1.8038, grad_norm: 3.0004 2020-08-12 05:54:24,347 - mmaction - INFO - Epoch [217][260/940] lr: 2.362e-02, eta: 17:34:55, time: 1.646, data_time: 0.006, memory: 9063, top1_acc: 0.5895, top5_acc: 0.7900, loss_cls: 1.7880, loss: 1.7880, grad_norm: 2.9737 2020-08-12 05:54:55,706 - mmaction - INFO - Epoch [217][280/940] lr: 2.362e-02, eta: 17:34:20, time: 1.567, data_time: 0.006, memory: 9063, top1_acc: 0.5705, top5_acc: 0.7910, loss_cls: 1.8252, loss: 1.8252, grad_norm: 3.0140 2020-08-12 05:55:28,362 - mmaction - INFO - Epoch [217][300/940] lr: 2.362e-02, eta: 17:33:46, time: 1.634, data_time: 0.004, memory: 9063, top1_acc: 0.5744, top5_acc: 0.7971, loss_cls: 1.7920, loss: 1.7920, grad_norm: 2.9452 2020-08-12 05:56:01,653 - mmaction - INFO - Epoch [217][320/940] lr: 2.362e-02, eta: 17:33:11, time: 1.663, data_time: 0.007, memory: 9063, top1_acc: 0.5789, top5_acc: 0.7912, loss_cls: 1.7956, loss: 1.7956, grad_norm: 2.9976 2020-08-12 05:56:33,737 - mmaction - INFO - Epoch [217][340/940] lr: 2.362e-02, eta: 17:32:37, time: 1.606, data_time: 0.006, memory: 9063, top1_acc: 0.5828, top5_acc: 0.7902, loss_cls: 1.8067, loss: 1.8067, grad_norm: 2.9515 2020-08-12 05:57:06,204 - mmaction - INFO - Epoch [217][360/940] lr: 2.362e-02, eta: 17:32:02, time: 1.622, data_time: 0.006, memory: 9063, top1_acc: 0.5783, top5_acc: 0.7893, loss_cls: 1.8202, loss: 1.8202, grad_norm: 3.0132 2020-08-12 05:57:36,942 - mmaction - INFO - Epoch [217][380/940] lr: 2.362e-02, eta: 17:31:27, time: 1.538, data_time: 0.005, memory: 9063, top1_acc: 0.5750, top5_acc: 0.7820, loss_cls: 1.8656, loss: 1.8656, grad_norm: 2.9604 2020-08-12 05:58:10,183 - mmaction - INFO - Epoch [217][400/940] lr: 2.362e-02, eta: 17:30:53, time: 1.660, data_time: 0.006, memory: 9063, top1_acc: 0.5867, top5_acc: 0.7963, loss_cls: 1.7806, loss: 1.7806, grad_norm: 2.9934 2020-08-12 05:58:43,056 - mmaction - INFO - Epoch [217][420/940] lr: 2.362e-02, eta: 17:30:18, time: 1.646, data_time: 0.006, memory: 9063, top1_acc: 0.5893, top5_acc: 0.7916, loss_cls: 1.8024, loss: 1.8024, grad_norm: 2.9680 2020-08-12 05:59:15,108 - mmaction - INFO - Epoch [217][440/940] lr: 2.362e-02, eta: 17:29:44, time: 1.600, data_time: 0.005, memory: 9063, top1_acc: 0.5787, top5_acc: 0.7957, loss_cls: 1.8170, loss: 1.8170, grad_norm: 2.9779 2020-08-12 05:59:47,156 - mmaction - INFO - Epoch [217][460/940] lr: 2.362e-02, eta: 17:29:09, time: 1.605, data_time: 0.007, memory: 9063, top1_acc: 0.5744, top5_acc: 0.7838, loss_cls: 1.8320, loss: 1.8320, grad_norm: 2.9550 2020-08-12 06:00:25,287 - mmaction - INFO - Epoch [217][480/940] lr: 2.362e-02, eta: 17:28:37, time: 1.896, data_time: 0.006, memory: 9063, top1_acc: 0.5605, top5_acc: 0.7904, loss_cls: 1.8391, loss: 1.8391, grad_norm: 3.0653 2020-08-12 06:00:56,414 - mmaction - INFO - Epoch [217][500/940] lr: 2.362e-02, eta: 17:28:02, time: 1.567, data_time: 0.020, memory: 9063, top1_acc: 0.5773, top5_acc: 0.7896, loss_cls: 1.8073, loss: 1.8073, grad_norm: 2.9563 2020-08-12 06:01:28,963 - mmaction - INFO - Epoch [217][520/940] lr: 2.362e-02, eta: 17:27:27, time: 1.628, data_time: 0.005, memory: 9063, top1_acc: 0.5783, top5_acc: 0.7916, loss_cls: 1.8288, loss: 1.8288, grad_norm: 3.0535 2020-08-12 06:02:00,522 - mmaction - INFO - Epoch [217][540/940] lr: 2.362e-02, eta: 17:26:52, time: 1.578, data_time: 0.002, memory: 9063, top1_acc: 0.5775, top5_acc: 0.7916, loss_cls: 1.7983, loss: 1.7983, grad_norm: 2.9438 2020-08-12 06:02:33,282 - mmaction - INFO - Epoch [217][560/940] lr: 2.362e-02, eta: 17:26:18, time: 1.639, data_time: 0.003, memory: 9063, top1_acc: 0.5814, top5_acc: 0.8031, loss_cls: 1.7626, loss: 1.7626, grad_norm: 3.0225 2020-08-12 06:03:05,691 - mmaction - INFO - Epoch [217][580/940] lr: 2.362e-02, eta: 17:25:43, time: 1.618, data_time: 0.004, memory: 9063, top1_acc: 0.5645, top5_acc: 0.7812, loss_cls: 1.8766, loss: 1.8766, grad_norm: 3.0618 2020-08-12 06:03:38,814 - mmaction - INFO - Epoch [217][600/940] lr: 2.362e-02, eta: 17:25:09, time: 1.658, data_time: 0.005, memory: 9063, top1_acc: 0.5859, top5_acc: 0.7873, loss_cls: 1.8188, loss: 1.8188, grad_norm: 2.9763 2020-08-12 06:04:12,447 - mmaction - INFO - Epoch [217][620/940] lr: 2.362e-02, eta: 17:24:35, time: 1.680, data_time: 0.005, memory: 9063, top1_acc: 0.5613, top5_acc: 0.7918, loss_cls: 1.8301, loss: 1.8301, grad_norm: 2.9981 2020-08-12 06:04:45,721 - mmaction - INFO - Epoch [217][640/940] lr: 2.362e-02, eta: 17:24:01, time: 1.665, data_time: 0.005, memory: 9063, top1_acc: 0.5754, top5_acc: 0.7873, loss_cls: 1.8346, loss: 1.8346, grad_norm: 3.0110 2020-08-12 06:05:19,026 - mmaction - INFO - Epoch [217][660/940] lr: 2.362e-02, eta: 17:23:27, time: 1.664, data_time: 0.007, memory: 9063, top1_acc: 0.5725, top5_acc: 0.7898, loss_cls: 1.8350, loss: 1.8350, grad_norm: 3.0117 2020-08-12 06:05:51,372 - mmaction - INFO - Epoch [217][680/940] lr: 2.362e-02, eta: 17:22:52, time: 1.619, data_time: 0.005, memory: 9063, top1_acc: 0.5705, top5_acc: 0.7881, loss_cls: 1.8311, loss: 1.8311, grad_norm: 2.9982 2020-08-12 06:06:23,178 - mmaction - INFO - Epoch [217][700/940] lr: 2.362e-02, eta: 17:22:17, time: 1.586, data_time: 0.005, memory: 9063, top1_acc: 0.5734, top5_acc: 0.8004, loss_cls: 1.8179, loss: 1.8179, grad_norm: 3.0985 2020-08-12 06:06:55,839 - mmaction - INFO - Epoch [217][720/940] lr: 2.362e-02, eta: 17:21:43, time: 1.637, data_time: 0.007, memory: 9063, top1_acc: 0.5785, top5_acc: 0.7887, loss_cls: 1.8041, loss: 1.8041, grad_norm: 2.9403 2020-08-12 06:07:28,788 - mmaction - INFO - Epoch [217][740/940] lr: 2.362e-02, eta: 17:21:09, time: 1.644, data_time: 0.005, memory: 9063, top1_acc: 0.5750, top5_acc: 0.7848, loss_cls: 1.8353, loss: 1.8353, grad_norm: 3.0038 2020-08-12 06:08:00,623 - mmaction - INFO - Epoch [217][760/940] lr: 2.362e-02, eta: 17:20:34, time: 1.596, data_time: 0.007, memory: 9063, top1_acc: 0.5775, top5_acc: 0.7848, loss_cls: 1.8327, loss: 1.8327, grad_norm: 3.0429 2020-08-12 06:08:33,288 - mmaction - INFO - Epoch [217][780/940] lr: 2.362e-02, eta: 17:19:59, time: 1.631, data_time: 0.005, memory: 9063, top1_acc: 0.5729, top5_acc: 0.7920, loss_cls: 1.8378, loss: 1.8378, grad_norm: 2.9574 2020-08-12 06:09:06,030 - mmaction - INFO - Epoch [217][800/940] lr: 2.362e-02, eta: 17:19:25, time: 1.637, data_time: 0.007, memory: 9063, top1_acc: 0.5736, top5_acc: 0.7846, loss_cls: 1.8306, loss: 1.8306, grad_norm: 3.0100 2020-08-12 06:09:38,491 - mmaction - INFO - Epoch [217][820/940] lr: 2.362e-02, eta: 17:18:50, time: 1.624, data_time: 0.006, memory: 9063, top1_acc: 0.5775, top5_acc: 0.7785, loss_cls: 1.8515, loss: 1.8515, grad_norm: 2.9873 2020-08-12 06:10:10,937 - mmaction - INFO - Epoch [217][840/940] lr: 2.362e-02, eta: 17:18:16, time: 1.622, data_time: 0.008, memory: 9063, top1_acc: 0.5689, top5_acc: 0.7875, loss_cls: 1.8479, loss: 1.8479, grad_norm: 2.9975 2020-08-12 06:10:43,238 - mmaction - INFO - Epoch [217][860/940] lr: 2.362e-02, eta: 17:17:41, time: 1.615, data_time: 0.003, memory: 9063, top1_acc: 0.5801, top5_acc: 0.7850, loss_cls: 1.8295, loss: 1.8295, grad_norm: 3.0525 2020-08-12 06:11:16,083 - mmaction - INFO - Epoch [217][880/940] lr: 2.362e-02, eta: 17:17:07, time: 1.637, data_time: 0.005, memory: 9063, top1_acc: 0.5643, top5_acc: 0.7881, loss_cls: 1.8356, loss: 1.8356, grad_norm: 3.0189 2020-08-12 06:11:48,061 - mmaction - INFO - Epoch [217][900/940] lr: 2.362e-02, eta: 17:16:32, time: 1.601, data_time: 0.008, memory: 9063, top1_acc: 0.5750, top5_acc: 0.7934, loss_cls: 1.7933, loss: 1.7933, grad_norm: 3.0012 2020-08-12 06:12:20,775 - mmaction - INFO - Epoch [217][920/940] lr: 2.362e-02, eta: 17:15:58, time: 1.639, data_time: 0.007, memory: 9063, top1_acc: 0.5723, top5_acc: 0.7793, loss_cls: 1.8421, loss: 1.8421, grad_norm: 3.0467 2020-08-12 06:12:52,207 - mmaction - INFO - Epoch [217][940/940] lr: 2.362e-02, eta: 17:15:23, time: 1.570, data_time: 0.005, memory: 9063, top1_acc: 0.5804, top5_acc: 0.7981, loss_cls: 1.8071, loss: 1.8071, grad_norm: 3.0125 2020-08-12 06:13:35,069 - mmaction - INFO - Epoch [218][20/940] lr: 2.247e-02, eta: 17:14:53, time: 2.117, data_time: 0.612, memory: 9063, top1_acc: 0.5895, top5_acc: 0.8021, loss_cls: 1.7570, loss: 1.7570, grad_norm: 3.0044 2020-08-12 06:14:05,835 - mmaction - INFO - Epoch [218][40/940] lr: 2.247e-02, eta: 17:14:17, time: 1.542, data_time: 0.007, memory: 9063, top1_acc: 0.5875, top5_acc: 0.7959, loss_cls: 1.7886, loss: 1.7886, grad_norm: 2.9702 2020-08-12 06:14:38,345 - mmaction - INFO - Epoch [218][60/940] lr: 2.247e-02, eta: 17:13:43, time: 1.624, data_time: 0.007, memory: 9063, top1_acc: 0.5867, top5_acc: 0.7988, loss_cls: 1.7655, loss: 1.7655, grad_norm: 2.9922 2020-08-12 06:15:11,206 - mmaction - INFO - Epoch [218][80/940] lr: 2.247e-02, eta: 17:13:09, time: 1.645, data_time: 0.005, memory: 9063, top1_acc: 0.5699, top5_acc: 0.7842, loss_cls: 1.8238, loss: 1.8238, grad_norm: 3.0132 2020-08-12 06:15:43,678 - mmaction - INFO - Epoch [218][100/940] lr: 2.247e-02, eta: 17:12:34, time: 1.623, data_time: 0.002, memory: 9063, top1_acc: 0.5816, top5_acc: 0.7984, loss_cls: 1.7709, loss: 1.7709, grad_norm: 3.0244 2020-08-12 06:16:16,442 - mmaction - INFO - Epoch [218][120/940] lr: 2.247e-02, eta: 17:12:00, time: 1.634, data_time: 0.006, memory: 9063, top1_acc: 0.5906, top5_acc: 0.8012, loss_cls: 1.7587, loss: 1.7587, grad_norm: 3.0797 2020-08-12 06:16:48,782 - mmaction - INFO - Epoch [218][140/940] lr: 2.247e-02, eta: 17:11:25, time: 1.620, data_time: 0.007, memory: 9063, top1_acc: 0.5750, top5_acc: 0.7836, loss_cls: 1.8321, loss: 1.8321, grad_norm: 3.0548 2020-08-12 06:17:22,005 - mmaction - INFO - Epoch [218][160/940] lr: 2.247e-02, eta: 17:10:51, time: 1.658, data_time: 0.007, memory: 9063, top1_acc: 0.5805, top5_acc: 0.7926, loss_cls: 1.8175, loss: 1.8175, grad_norm: 3.0239 2020-08-12 06:17:54,341 - mmaction - INFO - Epoch [218][180/940] lr: 2.247e-02, eta: 17:10:16, time: 1.621, data_time: 0.007, memory: 9063, top1_acc: 0.5762, top5_acc: 0.7877, loss_cls: 1.8221, loss: 1.8221, grad_norm: 2.9864 2020-08-12 06:18:27,171 - mmaction - INFO - Epoch [218][200/940] lr: 2.247e-02, eta: 17:09:42, time: 1.636, data_time: 0.004, memory: 9063, top1_acc: 0.5793, top5_acc: 0.7928, loss_cls: 1.7915, loss: 1.7915, grad_norm: 3.0405 2020-08-12 06:18:59,457 - mmaction - INFO - Epoch [218][220/940] lr: 2.247e-02, eta: 17:09:07, time: 1.617, data_time: 0.008, memory: 9063, top1_acc: 0.5795, top5_acc: 0.7945, loss_cls: 1.7863, loss: 1.7863, grad_norm: 2.9764 2020-08-12 06:19:32,802 - mmaction - INFO - Epoch [218][240/940] lr: 2.247e-02, eta: 17:08:33, time: 1.670, data_time: 0.005, memory: 9063, top1_acc: 0.5785, top5_acc: 0.7930, loss_cls: 1.7885, loss: 1.7885, grad_norm: 2.9946 2020-08-12 06:20:04,339 - mmaction - INFO - Epoch [218][260/940] lr: 2.247e-02, eta: 17:07:58, time: 1.576, data_time: 0.004, memory: 9063, top1_acc: 0.5963, top5_acc: 0.7887, loss_cls: 1.7810, loss: 1.7810, grad_norm: 2.9516 2020-08-12 06:20:37,021 - mmaction - INFO - Epoch [218][280/940] lr: 2.247e-02, eta: 17:07:24, time: 1.634, data_time: 0.003, memory: 9063, top1_acc: 0.5879, top5_acc: 0.7998, loss_cls: 1.7534, loss: 1.7534, grad_norm: 3.0234 2020-08-12 06:21:09,119 - mmaction - INFO - Epoch [218][300/940] lr: 2.247e-02, eta: 17:06:49, time: 1.604, data_time: 0.006, memory: 9063, top1_acc: 0.5777, top5_acc: 0.7895, loss_cls: 1.8002, loss: 1.8002, grad_norm: 3.0630 2020-08-12 06:21:41,708 - mmaction - INFO - Epoch [218][320/940] lr: 2.247e-02, eta: 17:06:15, time: 1.632, data_time: 0.005, memory: 9063, top1_acc: 0.5855, top5_acc: 0.7914, loss_cls: 1.7948, loss: 1.7948, grad_norm: 3.0163 2020-08-12 06:22:13,984 - mmaction - INFO - Epoch [218][340/940] lr: 2.247e-02, eta: 17:05:40, time: 1.611, data_time: 0.004, memory: 9063, top1_acc: 0.5723, top5_acc: 0.7895, loss_cls: 1.8306, loss: 1.8306, grad_norm: 3.0181 2020-08-12 06:22:46,860 - mmaction - INFO - Epoch [218][360/940] lr: 2.247e-02, eta: 17:05:06, time: 1.644, data_time: 0.007, memory: 9063, top1_acc: 0.5838, top5_acc: 0.7980, loss_cls: 1.7702, loss: 1.7702, grad_norm: 3.0631 2020-08-12 06:23:18,908 - mmaction - INFO - Epoch [218][380/940] lr: 2.247e-02, eta: 17:04:31, time: 1.605, data_time: 0.006, memory: 9063, top1_acc: 0.5805, top5_acc: 0.7873, loss_cls: 1.8020, loss: 1.8020, grad_norm: 3.0378 2020-08-12 06:23:51,916 - mmaction - INFO - Epoch [218][400/940] lr: 2.247e-02, eta: 17:03:57, time: 1.649, data_time: 0.005, memory: 9063, top1_acc: 0.5730, top5_acc: 0.7879, loss_cls: 1.8311, loss: 1.8311, grad_norm: 3.0552 2020-08-12 06:24:25,490 - mmaction - INFO - Epoch [218][420/940] lr: 2.247e-02, eta: 17:03:23, time: 1.680, data_time: 0.005, memory: 9063, top1_acc: 0.5840, top5_acc: 0.7996, loss_cls: 1.7834, loss: 1.7834, grad_norm: 3.0327 2020-08-12 06:24:57,163 - mmaction - INFO - Epoch [218][440/940] lr: 2.247e-02, eta: 17:02:48, time: 1.582, data_time: 0.005, memory: 9063, top1_acc: 0.5777, top5_acc: 0.7945, loss_cls: 1.8061, loss: 1.8061, grad_norm: 3.0714 2020-08-12 06:25:29,671 - mmaction - INFO - Epoch [218][460/940] lr: 2.247e-02, eta: 17:02:14, time: 1.627, data_time: 0.006, memory: 9063, top1_acc: 0.5750, top5_acc: 0.7834, loss_cls: 1.8426, loss: 1.8426, grad_norm: 3.0646 2020-08-12 06:26:01,943 - mmaction - INFO - Epoch [218][480/940] lr: 2.247e-02, eta: 17:01:39, time: 1.613, data_time: 0.006, memory: 9063, top1_acc: 0.5826, top5_acc: 0.7906, loss_cls: 1.7982, loss: 1.7982, grad_norm: 3.0291 2020-08-12 06:26:34,601 - mmaction - INFO - Epoch [218][500/940] lr: 2.247e-02, eta: 17:01:05, time: 1.634, data_time: 0.006, memory: 9063, top1_acc: 0.5813, top5_acc: 0.8020, loss_cls: 1.7955, loss: 1.7955, grad_norm: 3.0207 2020-08-12 06:27:06,943 - mmaction - INFO - Epoch [218][520/940] lr: 2.247e-02, eta: 17:00:30, time: 1.616, data_time: 0.005, memory: 9063, top1_acc: 0.5748, top5_acc: 0.7934, loss_cls: 1.8210, loss: 1.8210, grad_norm: 3.0468 2020-08-12 06:27:40,500 - mmaction - INFO - Epoch [218][540/940] lr: 2.247e-02, eta: 16:59:56, time: 1.679, data_time: 0.005, memory: 9063, top1_acc: 0.5811, top5_acc: 0.7963, loss_cls: 1.7977, loss: 1.7977, grad_norm: 2.9892 2020-08-12 06:28:13,346 - mmaction - INFO - Epoch [218][560/940] lr: 2.247e-02, eta: 16:59:22, time: 1.642, data_time: 0.005, memory: 9063, top1_acc: 0.5811, top5_acc: 0.7949, loss_cls: 1.7971, loss: 1.7971, grad_norm: 3.0180 2020-08-12 06:28:45,972 - mmaction - INFO - Epoch [218][580/940] lr: 2.247e-02, eta: 16:58:47, time: 1.631, data_time: 0.005, memory: 9063, top1_acc: 0.5732, top5_acc: 0.7873, loss_cls: 1.8421, loss: 1.8421, grad_norm: 3.0967 2020-08-12 06:29:18,653 - mmaction - INFO - Epoch [218][600/940] lr: 2.247e-02, eta: 16:58:13, time: 1.633, data_time: 0.005, memory: 9063, top1_acc: 0.5826, top5_acc: 0.7934, loss_cls: 1.7836, loss: 1.7836, grad_norm: 3.0595 2020-08-12 06:29:50,337 - mmaction - INFO - Epoch [218][620/940] lr: 2.247e-02, eta: 16:57:38, time: 1.586, data_time: 0.005, memory: 9063, top1_acc: 0.5662, top5_acc: 0.7852, loss_cls: 1.8466, loss: 1.8466, grad_norm: 3.0837 2020-08-12 06:30:22,931 - mmaction - INFO - Epoch [218][640/940] lr: 2.247e-02, eta: 16:57:04, time: 1.627, data_time: 0.005, memory: 9063, top1_acc: 0.5785, top5_acc: 0.7928, loss_cls: 1.8129, loss: 1.8129, grad_norm: 3.0217 2020-08-12 06:30:55,477 - mmaction - INFO - Epoch [218][660/940] lr: 2.247e-02, eta: 16:56:29, time: 1.630, data_time: 0.007, memory: 9063, top1_acc: 0.5639, top5_acc: 0.7812, loss_cls: 1.8432, loss: 1.8432, grad_norm: 3.0640 2020-08-12 06:31:28,210 - mmaction - INFO - Epoch [218][680/940] lr: 2.247e-02, eta: 16:55:55, time: 1.635, data_time: 0.005, memory: 9063, top1_acc: 0.5725, top5_acc: 0.7812, loss_cls: 1.8522, loss: 1.8522, grad_norm: 3.0614 2020-08-12 06:32:00,594 - mmaction - INFO - Epoch [218][700/940] lr: 2.247e-02, eta: 16:55:20, time: 1.621, data_time: 0.005, memory: 9063, top1_acc: 0.5674, top5_acc: 0.7893, loss_cls: 1.8539, loss: 1.8539, grad_norm: 3.0597 2020-08-12 06:32:31,235 - mmaction - INFO - Epoch [218][720/940] lr: 2.247e-02, eta: 16:54:45, time: 1.530, data_time: 0.005, memory: 9063, top1_acc: 0.5818, top5_acc: 0.7943, loss_cls: 1.8072, loss: 1.8072, grad_norm: 3.0115 2020-08-12 06:33:04,168 - mmaction - INFO - Epoch [218][740/940] lr: 2.247e-02, eta: 16:54:11, time: 1.647, data_time: 0.006, memory: 9063, top1_acc: 0.5736, top5_acc: 0.7916, loss_cls: 1.8220, loss: 1.8220, grad_norm: 3.0444 2020-08-12 06:33:36,677 - mmaction - INFO - Epoch [218][760/940] lr: 2.247e-02, eta: 16:53:36, time: 1.625, data_time: 0.006, memory: 9063, top1_acc: 0.5879, top5_acc: 0.8010, loss_cls: 1.7829, loss: 1.7829, grad_norm: 3.0004 2020-08-12 06:34:09,130 - mmaction - INFO - Epoch [218][780/940] lr: 2.247e-02, eta: 16:53:02, time: 1.620, data_time: 0.007, memory: 9063, top1_acc: 0.5816, top5_acc: 0.7967, loss_cls: 1.7749, loss: 1.7749, grad_norm: 3.0334 2020-08-12 06:34:42,685 - mmaction - INFO - Epoch [218][800/940] lr: 2.247e-02, eta: 16:52:28, time: 1.682, data_time: 0.010, memory: 9063, top1_acc: 0.5938, top5_acc: 0.7980, loss_cls: 1.7526, loss: 1.7526, grad_norm: 3.0601 2020-08-12 06:35:15,066 - mmaction - INFO - Epoch [218][820/940] lr: 2.247e-02, eta: 16:51:53, time: 1.618, data_time: 0.005, memory: 9063, top1_acc: 0.5813, top5_acc: 0.7982, loss_cls: 1.8035, loss: 1.8035, grad_norm: 3.0213 2020-08-12 06:35:47,741 - mmaction - INFO - Epoch [218][840/940] lr: 2.247e-02, eta: 16:51:19, time: 1.635, data_time: 0.005, memory: 9063, top1_acc: 0.5885, top5_acc: 0.7898, loss_cls: 1.7964, loss: 1.7964, grad_norm: 3.0627 2020-08-12 06:36:20,400 - mmaction - INFO - Epoch [218][860/940] lr: 2.247e-02, eta: 16:50:44, time: 1.631, data_time: 0.008, memory: 9063, top1_acc: 0.5730, top5_acc: 0.7852, loss_cls: 1.8275, loss: 1.8275, grad_norm: 3.0463 2020-08-12 06:36:51,658 - mmaction - INFO - Epoch [218][880/940] lr: 2.247e-02, eta: 16:50:09, time: 1.566, data_time: 0.006, memory: 9063, top1_acc: 0.5775, top5_acc: 0.7971, loss_cls: 1.7780, loss: 1.7780, grad_norm: 3.0490 2020-08-12 06:37:23,939 - mmaction - INFO - Epoch [218][900/940] lr: 2.247e-02, eta: 16:49:35, time: 1.612, data_time: 0.004, memory: 9063, top1_acc: 0.5813, top5_acc: 0.7967, loss_cls: 1.7756, loss: 1.7756, grad_norm: 2.9803 2020-08-12 06:37:55,871 - mmaction - INFO - Epoch [218][920/940] lr: 2.247e-02, eta: 16:49:00, time: 1.598, data_time: 0.006, memory: 9063, top1_acc: 0.5721, top5_acc: 0.7965, loss_cls: 1.8044, loss: 1.8044, grad_norm: 3.0950 2020-08-12 06:38:28,073 - mmaction - INFO - Epoch [218][940/940] lr: 2.247e-02, eta: 16:48:26, time: 1.609, data_time: 0.007, memory: 9063, top1_acc: 0.5814, top5_acc: 0.7928, loss_cls: 1.8004, loss: 1.8004, grad_norm: 3.0789 2020-08-12 06:39:05,645 - mmaction - INFO - Epoch [219][20/940] lr: 2.136e-02, eta: 16:47:53, time: 1.858, data_time: 0.433, memory: 9063, top1_acc: 0.5848, top5_acc: 0.8008, loss_cls: 1.7493, loss: 1.7493, grad_norm: 3.0407 2020-08-12 06:39:36,962 - mmaction - INFO - Epoch [219][40/940] lr: 2.136e-02, eta: 16:47:18, time: 1.568, data_time: 0.005, memory: 9063, top1_acc: 0.5916, top5_acc: 0.7971, loss_cls: 1.7225, loss: 1.7225, grad_norm: 3.0517 2020-08-12 06:40:09,467 - mmaction - INFO - Epoch [219][60/940] lr: 2.136e-02, eta: 16:46:44, time: 1.624, data_time: 0.004, memory: 9063, top1_acc: 0.5879, top5_acc: 0.7932, loss_cls: 1.7578, loss: 1.7578, grad_norm: 3.0941 2020-08-12 06:40:41,742 - mmaction - INFO - Epoch [219][80/940] lr: 2.136e-02, eta: 16:46:09, time: 1.614, data_time: 0.003, memory: 9063, top1_acc: 0.5848, top5_acc: 0.7965, loss_cls: 1.7763, loss: 1.7763, grad_norm: 3.0581 2020-08-12 06:41:14,041 - mmaction - INFO - Epoch [219][100/940] lr: 2.136e-02, eta: 16:45:35, time: 1.614, data_time: 0.006, memory: 9063, top1_acc: 0.5957, top5_acc: 0.7949, loss_cls: 1.7627, loss: 1.7627, grad_norm: 3.0369 2020-08-12 06:41:46,515 - mmaction - INFO - Epoch [219][120/940] lr: 2.136e-02, eta: 16:45:00, time: 1.625, data_time: 0.006, memory: 9063, top1_acc: 0.5867, top5_acc: 0.7953, loss_cls: 1.8055, loss: 1.8055, grad_norm: 3.1011 2020-08-12 06:42:19,432 - mmaction - INFO - Epoch [219][140/940] lr: 2.136e-02, eta: 16:44:26, time: 1.647, data_time: 0.004, memory: 9063, top1_acc: 0.5844, top5_acc: 0.7971, loss_cls: 1.7700, loss: 1.7700, grad_norm: 3.0954 2020-08-12 06:42:51,126 - mmaction - INFO - Epoch [219][160/940] lr: 2.136e-02, eta: 16:43:51, time: 1.581, data_time: 0.003, memory: 9063, top1_acc: 0.5986, top5_acc: 0.7980, loss_cls: 1.7486, loss: 1.7486, grad_norm: 3.0410 2020-08-12 06:43:23,853 - mmaction - INFO - Epoch [219][180/940] lr: 2.136e-02, eta: 16:43:17, time: 1.639, data_time: 0.006, memory: 9063, top1_acc: 0.5850, top5_acc: 0.7947, loss_cls: 1.7716, loss: 1.7716, grad_norm: 3.0128 2020-08-12 06:43:56,845 - mmaction - INFO - Epoch [219][200/940] lr: 2.136e-02, eta: 16:42:42, time: 1.651, data_time: 0.005, memory: 9063, top1_acc: 0.5814, top5_acc: 0.7949, loss_cls: 1.7855, loss: 1.7855, grad_norm: 3.0990 2020-08-12 06:44:29,876 - mmaction - INFO - Epoch [219][220/940] lr: 2.136e-02, eta: 16:42:08, time: 1.648, data_time: 0.005, memory: 9063, top1_acc: 0.5828, top5_acc: 0.7873, loss_cls: 1.8039, loss: 1.8039, grad_norm: 3.0437 2020-08-12 06:45:01,233 - mmaction - INFO - Epoch [219][240/940] lr: 2.136e-02, eta: 16:41:33, time: 1.569, data_time: 0.007, memory: 9063, top1_acc: 0.5705, top5_acc: 0.7881, loss_cls: 1.8043, loss: 1.8043, grad_norm: 3.0322 2020-08-12 06:45:34,226 - mmaction - INFO - Epoch [219][260/940] lr: 2.136e-02, eta: 16:40:59, time: 1.652, data_time: 0.008, memory: 9063, top1_acc: 0.5887, top5_acc: 0.8012, loss_cls: 1.7750, loss: 1.7750, grad_norm: 3.1135 2020-08-12 06:46:06,650 - mmaction - INFO - Epoch [219][280/940] lr: 2.136e-02, eta: 16:40:25, time: 1.617, data_time: 0.005, memory: 9063, top1_acc: 0.5871, top5_acc: 0.7980, loss_cls: 1.7654, loss: 1.7654, grad_norm: 3.0607 2020-08-12 06:46:39,389 - mmaction - INFO - Epoch [219][300/940] lr: 2.136e-02, eta: 16:39:50, time: 1.641, data_time: 0.007, memory: 9063, top1_acc: 0.5779, top5_acc: 0.7842, loss_cls: 1.8285, loss: 1.8285, grad_norm: 3.0750 2020-08-12 06:47:12,834 - mmaction - INFO - Epoch [219][320/940] lr: 2.136e-02, eta: 16:39:16, time: 1.671, data_time: 0.006, memory: 9063, top1_acc: 0.5818, top5_acc: 0.7949, loss_cls: 1.8180, loss: 1.8180, grad_norm: 3.1054 2020-08-12 06:47:45,007 - mmaction - INFO - Epoch [219][340/940] lr: 2.136e-02, eta: 16:38:42, time: 1.610, data_time: 0.006, memory: 9063, top1_acc: 0.5834, top5_acc: 0.8010, loss_cls: 1.7686, loss: 1.7686, grad_norm: 3.0388 2020-08-12 06:48:16,967 - mmaction - INFO - Epoch [219][360/940] lr: 2.136e-02, eta: 16:38:07, time: 1.596, data_time: 0.006, memory: 9063, top1_acc: 0.5793, top5_acc: 0.7953, loss_cls: 1.7943, loss: 1.7943, grad_norm: 3.0389 2020-08-12 06:48:48,662 - mmaction - INFO - Epoch [219][380/940] lr: 2.136e-02, eta: 16:37:32, time: 1.587, data_time: 0.006, memory: 9063, top1_acc: 0.5895, top5_acc: 0.8025, loss_cls: 1.7431, loss: 1.7431, grad_norm: 3.0824 2020-08-12 06:49:20,767 - mmaction - INFO - Epoch [219][400/940] lr: 2.136e-02, eta: 16:36:58, time: 1.605, data_time: 0.003, memory: 9063, top1_acc: 0.5994, top5_acc: 0.8076, loss_cls: 1.7201, loss: 1.7201, grad_norm: 3.0617 2020-08-12 06:49:53,271 - mmaction - INFO - Epoch [219][420/940] lr: 2.136e-02, eta: 16:36:23, time: 1.623, data_time: 0.006, memory: 9063, top1_acc: 0.5898, top5_acc: 0.8027, loss_cls: 1.7642, loss: 1.7642, grad_norm: 3.0431 2020-08-12 06:50:25,324 - mmaction - INFO - Epoch [219][440/940] lr: 2.136e-02, eta: 16:35:48, time: 1.605, data_time: 0.007, memory: 9063, top1_acc: 0.5984, top5_acc: 0.8100, loss_cls: 1.7208, loss: 1.7208, grad_norm: 3.0595 2020-08-12 06:50:57,314 - mmaction - INFO - Epoch [219][460/940] lr: 2.136e-02, eta: 16:35:14, time: 1.598, data_time: 0.006, memory: 9063, top1_acc: 0.5738, top5_acc: 0.8004, loss_cls: 1.7897, loss: 1.7897, grad_norm: 3.1284 2020-08-12 06:51:29,192 - mmaction - INFO - Epoch [219][480/940] lr: 2.136e-02, eta: 16:34:39, time: 1.595, data_time: 0.005, memory: 9063, top1_acc: 0.5807, top5_acc: 0.7955, loss_cls: 1.7697, loss: 1.7697, grad_norm: 3.0763 2020-08-12 06:52:02,265 - mmaction - INFO - Epoch [219][500/940] lr: 2.136e-02, eta: 16:34:05, time: 1.652, data_time: 0.007, memory: 9063, top1_acc: 0.5969, top5_acc: 0.8096, loss_cls: 1.7172, loss: 1.7172, grad_norm: 3.0436 2020-08-12 06:52:34,346 - mmaction - INFO - Epoch [219][520/940] lr: 2.136e-02, eta: 16:33:30, time: 1.604, data_time: 0.005, memory: 9063, top1_acc: 0.5885, top5_acc: 0.7996, loss_cls: 1.7701, loss: 1.7701, grad_norm: 3.0767 2020-08-12 06:53:06,632 - mmaction - INFO - Epoch [219][540/940] lr: 2.136e-02, eta: 16:32:56, time: 1.614, data_time: 0.005, memory: 9063, top1_acc: 0.5852, top5_acc: 0.7943, loss_cls: 1.8043, loss: 1.8043, grad_norm: 3.1057 2020-08-12 06:53:39,494 - mmaction - INFO - Epoch [219][560/940] lr: 2.136e-02, eta: 16:32:21, time: 1.642, data_time: 0.007, memory: 9063, top1_acc: 0.5797, top5_acc: 0.7914, loss_cls: 1.7892, loss: 1.7892, grad_norm: 3.0734 2020-08-12 06:54:10,324 - mmaction - INFO - Epoch [219][580/940] lr: 2.136e-02, eta: 16:31:46, time: 1.544, data_time: 0.005, memory: 9063, top1_acc: 0.5873, top5_acc: 0.7996, loss_cls: 1.7564, loss: 1.7564, grad_norm: 3.0606 2020-08-12 06:54:42,067 - mmaction - INFO - Epoch [219][600/940] lr: 2.136e-02, eta: 16:31:12, time: 1.584, data_time: 0.008, memory: 9063, top1_acc: 0.5896, top5_acc: 0.7963, loss_cls: 1.7652, loss: 1.7652, grad_norm: 3.0574 2020-08-12 06:55:13,951 - mmaction - INFO - Epoch [219][620/940] lr: 2.136e-02, eta: 16:30:37, time: 1.598, data_time: 0.007, memory: 9063, top1_acc: 0.5848, top5_acc: 0.7941, loss_cls: 1.7831, loss: 1.7831, grad_norm: 3.0110 2020-08-12 06:55:46,837 - mmaction - INFO - Epoch [219][640/940] lr: 2.136e-02, eta: 16:30:03, time: 1.645, data_time: 0.005, memory: 9063, top1_acc: 0.5961, top5_acc: 0.7986, loss_cls: 1.7447, loss: 1.7447, grad_norm: 3.0634 2020-08-12 06:56:19,217 - mmaction - INFO - Epoch [219][660/940] lr: 2.136e-02, eta: 16:29:28, time: 1.617, data_time: 0.005, memory: 9063, top1_acc: 0.5771, top5_acc: 0.7881, loss_cls: 1.8070, loss: 1.8070, grad_norm: 3.1515 2020-08-12 06:56:53,803 - mmaction - INFO - Epoch [219][680/940] lr: 2.136e-02, eta: 16:28:55, time: 1.731, data_time: 0.006, memory: 9063, top1_acc: 0.5766, top5_acc: 0.7918, loss_cls: 1.8265, loss: 1.8265, grad_norm: 3.0905 2020-08-12 06:57:24,829 - mmaction - INFO - Epoch [219][700/940] lr: 2.136e-02, eta: 16:28:20, time: 1.550, data_time: 0.006, memory: 9063, top1_acc: 0.5852, top5_acc: 0.7869, loss_cls: 1.8092, loss: 1.8092, grad_norm: 3.0527 2020-08-12 06:57:57,351 - mmaction - INFO - Epoch [219][720/940] lr: 2.136e-02, eta: 16:27:45, time: 1.628, data_time: 0.005, memory: 9063, top1_acc: 0.5834, top5_acc: 0.7891, loss_cls: 1.7884, loss: 1.7884, grad_norm: 3.0658 2020-08-12 06:58:29,354 - mmaction - INFO - Epoch [219][740/940] lr: 2.136e-02, eta: 16:27:11, time: 1.598, data_time: 0.007, memory: 9063, top1_acc: 0.5764, top5_acc: 0.7898, loss_cls: 1.8087, loss: 1.8087, grad_norm: 3.1570 2020-08-12 06:59:02,339 - mmaction - INFO - Epoch [219][760/940] lr: 2.136e-02, eta: 16:26:36, time: 1.649, data_time: 0.006, memory: 9063, top1_acc: 0.5873, top5_acc: 0.7943, loss_cls: 1.7697, loss: 1.7697, grad_norm: 3.0847 2020-08-12 06:59:34,890 - mmaction - INFO - Epoch [219][780/940] lr: 2.136e-02, eta: 16:26:02, time: 1.630, data_time: 0.006, memory: 9063, top1_acc: 0.5797, top5_acc: 0.7984, loss_cls: 1.7701, loss: 1.7701, grad_norm: 3.1346 2020-08-12 07:00:11,050 - mmaction - INFO - Epoch [219][800/940] lr: 2.136e-02, eta: 16:25:29, time: 1.804, data_time: 0.029, memory: 9063, top1_acc: 0.5855, top5_acc: 0.7914, loss_cls: 1.8030, loss: 1.8030, grad_norm: 3.1051 2020-08-12 07:00:43,385 - mmaction - INFO - Epoch [219][820/940] lr: 2.136e-02, eta: 16:24:55, time: 1.621, data_time: 0.013, memory: 9063, top1_acc: 0.5830, top5_acc: 0.7947, loss_cls: 1.7964, loss: 1.7964, grad_norm: 3.0479 2020-08-12 07:01:16,108 - mmaction - INFO - Epoch [219][840/940] lr: 2.136e-02, eta: 16:24:20, time: 1.632, data_time: 0.004, memory: 9063, top1_acc: 0.5803, top5_acc: 0.7883, loss_cls: 1.8117, loss: 1.8117, grad_norm: 3.0674 2020-08-12 07:01:46,857 - mmaction - INFO - Epoch [219][860/940] lr: 2.136e-02, eta: 16:23:45, time: 1.539, data_time: 0.009, memory: 9063, top1_acc: 0.5846, top5_acc: 0.7992, loss_cls: 1.7663, loss: 1.7663, grad_norm: 3.0500 2020-08-12 07:02:19,423 - mmaction - INFO - Epoch [219][880/940] lr: 2.136e-02, eta: 16:23:11, time: 1.626, data_time: 0.005, memory: 9063, top1_acc: 0.5777, top5_acc: 0.7936, loss_cls: 1.8067, loss: 1.8067, grad_norm: 3.1335 2020-08-12 07:02:52,310 - mmaction - INFO - Epoch [219][900/940] lr: 2.136e-02, eta: 16:22:36, time: 1.644, data_time: 0.009, memory: 9063, top1_acc: 0.5904, top5_acc: 0.7969, loss_cls: 1.7826, loss: 1.7826, grad_norm: 3.0907 2020-08-12 07:03:24,284 - mmaction - INFO - Epoch [219][920/940] lr: 2.136e-02, eta: 16:22:02, time: 1.603, data_time: 0.007, memory: 9063, top1_acc: 0.5828, top5_acc: 0.7990, loss_cls: 1.7659, loss: 1.7659, grad_norm: 3.1070 2020-08-12 07:03:55,226 - mmaction - INFO - Epoch [219][940/940] lr: 2.136e-02, eta: 16:21:27, time: 1.545, data_time: 0.007, memory: 9063, top1_acc: 0.5781, top5_acc: 0.7944, loss_cls: 1.8036, loss: 1.8036, grad_norm: 3.1072 2020-08-12 07:04:37,090 - mmaction - INFO - Epoch [220][20/940] lr: 2.027e-02, eta: 16:20:56, time: 2.068, data_time: 0.637, memory: 9063, top1_acc: 0.5879, top5_acc: 0.7984, loss_cls: 1.7659, loss: 1.7659, grad_norm: 3.0873 2020-08-12 07:05:08,440 - mmaction - INFO - Epoch [220][40/940] lr: 2.027e-02, eta: 16:20:21, time: 1.569, data_time: 0.005, memory: 9063, top1_acc: 0.5875, top5_acc: 0.8045, loss_cls: 1.7769, loss: 1.7769, grad_norm: 3.1133 2020-08-12 07:05:40,578 - mmaction - INFO - Epoch [220][60/940] lr: 2.027e-02, eta: 16:19:46, time: 1.606, data_time: 0.007, memory: 9063, top1_acc: 0.5920, top5_acc: 0.8061, loss_cls: 1.7232, loss: 1.7232, grad_norm: 3.0663 2020-08-12 07:06:13,199 - mmaction - INFO - Epoch [220][80/940] lr: 2.027e-02, eta: 16:19:12, time: 1.627, data_time: 0.005, memory: 9063, top1_acc: 0.5885, top5_acc: 0.7979, loss_cls: 1.7697, loss: 1.7697, grad_norm: 3.1069 2020-08-12 07:06:44,979 - mmaction - INFO - Epoch [220][100/940] lr: 2.027e-02, eta: 16:18:37, time: 1.595, data_time: 0.009, memory: 9063, top1_acc: 0.5734, top5_acc: 0.7934, loss_cls: 1.7897, loss: 1.7897, grad_norm: 3.1266 2020-08-12 07:07:16,512 - mmaction - INFO - Epoch [220][120/940] lr: 2.027e-02, eta: 16:18:03, time: 1.574, data_time: 0.004, memory: 9063, top1_acc: 0.5896, top5_acc: 0.8021, loss_cls: 1.7514, loss: 1.7514, grad_norm: 3.0664 2020-08-12 07:07:49,034 - mmaction - INFO - Epoch [220][140/940] lr: 2.027e-02, eta: 16:17:28, time: 1.628, data_time: 0.006, memory: 9063, top1_acc: 0.5773, top5_acc: 0.7951, loss_cls: 1.8007, loss: 1.8007, grad_norm: 3.1719 2020-08-12 07:08:22,818 - mmaction - INFO - Epoch [220][160/940] lr: 2.027e-02, eta: 16:16:54, time: 1.687, data_time: 0.005, memory: 9063, top1_acc: 0.5928, top5_acc: 0.8004, loss_cls: 1.7564, loss: 1.7564, grad_norm: 3.0824 2020-08-12 07:08:53,066 - mmaction - INFO - Epoch [220][180/940] lr: 2.027e-02, eta: 16:16:19, time: 1.515, data_time: 0.006, memory: 9063, top1_acc: 0.5855, top5_acc: 0.8049, loss_cls: 1.7444, loss: 1.7444, grad_norm: 3.1175 2020-08-12 07:09:23,772 - mmaction - INFO - Epoch [220][200/940] lr: 2.027e-02, eta: 16:15:44, time: 1.535, data_time: 0.003, memory: 9063, top1_acc: 0.5967, top5_acc: 0.8004, loss_cls: 1.7425, loss: 1.7425, grad_norm: 3.0981 2020-08-12 07:09:54,882 - mmaction - INFO - Epoch [220][220/940] lr: 2.027e-02, eta: 16:15:09, time: 1.551, data_time: 0.005, memory: 9063, top1_acc: 0.5893, top5_acc: 0.8016, loss_cls: 1.7600, loss: 1.7600, grad_norm: 3.0805 2020-08-12 07:10:26,949 - mmaction - INFO - Epoch [220][240/940] lr: 2.027e-02, eta: 16:14:34, time: 1.604, data_time: 0.007, memory: 9063, top1_acc: 0.5980, top5_acc: 0.7986, loss_cls: 1.7304, loss: 1.7304, grad_norm: 3.0763 2020-08-12 07:10:59,610 - mmaction - INFO - Epoch [220][260/940] lr: 2.027e-02, eta: 16:14:00, time: 1.635, data_time: 0.009, memory: 9063, top1_acc: 0.5826, top5_acc: 0.7951, loss_cls: 1.7846, loss: 1.7846, grad_norm: 3.1548 2020-08-12 07:11:31,554 - mmaction - INFO - Epoch [220][280/940] lr: 2.027e-02, eta: 16:13:25, time: 1.599, data_time: 0.008, memory: 9063, top1_acc: 0.5793, top5_acc: 0.7996, loss_cls: 1.7930, loss: 1.7930, grad_norm: 3.1429 2020-08-12 07:12:03,821 - mmaction - INFO - Epoch [220][300/940] lr: 2.027e-02, eta: 16:12:51, time: 1.612, data_time: 0.006, memory: 9063, top1_acc: 0.5977, top5_acc: 0.8014, loss_cls: 1.7357, loss: 1.7357, grad_norm: 3.0687 2020-08-12 07:12:36,659 - mmaction - INFO - Epoch [220][320/940] lr: 2.027e-02, eta: 16:12:17, time: 1.643, data_time: 0.005, memory: 9063, top1_acc: 0.5936, top5_acc: 0.8020, loss_cls: 1.7733, loss: 1.7733, grad_norm: 3.1256 2020-08-12 07:13:08,333 - mmaction - INFO - Epoch [220][340/940] lr: 2.027e-02, eta: 16:11:42, time: 1.582, data_time: 0.007, memory: 9063, top1_acc: 0.5994, top5_acc: 0.8094, loss_cls: 1.7273, loss: 1.7273, grad_norm: 3.1506 2020-08-12 07:13:40,259 - mmaction - INFO - Epoch [220][360/940] lr: 2.027e-02, eta: 16:11:07, time: 1.598, data_time: 0.005, memory: 9063, top1_acc: 0.5840, top5_acc: 0.7951, loss_cls: 1.7709, loss: 1.7709, grad_norm: 3.0510 2020-08-12 07:14:12,115 - mmaction - INFO - Epoch [220][380/940] lr: 2.027e-02, eta: 16:10:32, time: 1.591, data_time: 0.005, memory: 9063, top1_acc: 0.5947, top5_acc: 0.8082, loss_cls: 1.7250, loss: 1.7250, grad_norm: 3.0702 2020-08-12 07:14:44,231 - mmaction - INFO - Epoch [220][400/940] lr: 2.027e-02, eta: 16:09:58, time: 1.606, data_time: 0.006, memory: 9063, top1_acc: 0.5762, top5_acc: 0.7965, loss_cls: 1.7833, loss: 1.7833, grad_norm: 3.1772 2020-08-12 07:15:16,818 - mmaction - INFO - Epoch [220][420/940] lr: 2.027e-02, eta: 16:09:24, time: 1.627, data_time: 0.006, memory: 9063, top1_acc: 0.5883, top5_acc: 0.7930, loss_cls: 1.8044, loss: 1.8044, grad_norm: 3.1460 2020-08-12 07:15:48,496 - mmaction - INFO - Epoch [220][440/940] lr: 2.027e-02, eta: 16:08:49, time: 1.588, data_time: 0.007, memory: 9063, top1_acc: 0.5811, top5_acc: 0.7902, loss_cls: 1.7748, loss: 1.7748, grad_norm: 3.1494 2020-08-12 07:16:18,228 - mmaction - INFO - Epoch [220][460/940] lr: 2.027e-02, eta: 16:08:13, time: 1.485, data_time: 0.007, memory: 9063, top1_acc: 0.5857, top5_acc: 0.8066, loss_cls: 1.7498, loss: 1.7498, grad_norm: 3.1969 2020-08-12 07:16:49,455 - mmaction - INFO - Epoch [220][480/940] lr: 2.027e-02, eta: 16:07:38, time: 1.562, data_time: 0.006, memory: 9063, top1_acc: 0.5750, top5_acc: 0.7945, loss_cls: 1.8097, loss: 1.8097, grad_norm: 3.2123 2020-08-12 07:17:21,311 - mmaction - INFO - Epoch [220][500/940] lr: 2.027e-02, eta: 16:07:04, time: 1.592, data_time: 0.005, memory: 9063, top1_acc: 0.5889, top5_acc: 0.7979, loss_cls: 1.7717, loss: 1.7717, grad_norm: 3.1513 2020-08-12 07:17:54,878 - mmaction - INFO - Epoch [220][520/940] lr: 2.027e-02, eta: 16:06:30, time: 1.679, data_time: 0.006, memory: 9063, top1_acc: 0.5820, top5_acc: 0.7941, loss_cls: 1.7972, loss: 1.7972, grad_norm: 3.1100 2020-08-12 07:18:26,546 - mmaction - INFO - Epoch [220][540/940] lr: 2.027e-02, eta: 16:05:55, time: 1.580, data_time: 0.005, memory: 9063, top1_acc: 0.5842, top5_acc: 0.7920, loss_cls: 1.7858, loss: 1.7858, grad_norm: 3.2019 2020-08-12 07:18:58,430 - mmaction - INFO - Epoch [220][560/940] lr: 2.027e-02, eta: 16:05:20, time: 1.598, data_time: 0.007, memory: 9063, top1_acc: 0.5840, top5_acc: 0.8016, loss_cls: 1.7584, loss: 1.7584, grad_norm: 3.1790 2020-08-12 07:19:29,707 - mmaction - INFO - Epoch [220][580/940] lr: 2.027e-02, eta: 16:04:46, time: 1.562, data_time: 0.003, memory: 9063, top1_acc: 0.5920, top5_acc: 0.7992, loss_cls: 1.7616, loss: 1.7616, grad_norm: 3.1694 2020-08-12 07:20:00,797 - mmaction - INFO - Epoch [220][600/940] lr: 2.027e-02, eta: 16:04:11, time: 1.556, data_time: 0.008, memory: 9063, top1_acc: 0.5881, top5_acc: 0.8008, loss_cls: 1.7641, loss: 1.7641, grad_norm: 3.0536 2020-08-12 07:20:33,142 - mmaction - INFO - Epoch [220][620/940] lr: 2.027e-02, eta: 16:03:36, time: 1.615, data_time: 0.005, memory: 9063, top1_acc: 0.5895, top5_acc: 0.7980, loss_cls: 1.7621, loss: 1.7621, grad_norm: 3.1177 2020-08-12 07:21:05,466 - mmaction - INFO - Epoch [220][640/940] lr: 2.027e-02, eta: 16:03:02, time: 1.619, data_time: 0.007, memory: 9063, top1_acc: 0.5893, top5_acc: 0.8023, loss_cls: 1.7478, loss: 1.7478, grad_norm: 3.1066 2020-08-12 07:21:37,656 - mmaction - INFO - Epoch [220][660/940] lr: 2.027e-02, eta: 16:02:27, time: 1.608, data_time: 0.005, memory: 9063, top1_acc: 0.5945, top5_acc: 0.7992, loss_cls: 1.7432, loss: 1.7432, grad_norm: 3.0499 2020-08-12 07:22:09,771 - mmaction - INFO - Epoch [220][680/940] lr: 2.027e-02, eta: 16:01:53, time: 1.607, data_time: 0.006, memory: 9063, top1_acc: 0.5816, top5_acc: 0.7918, loss_cls: 1.7918, loss: 1.7918, grad_norm: 3.1163 2020-08-12 07:22:41,759 - mmaction - INFO - Epoch [220][700/940] lr: 2.027e-02, eta: 16:01:18, time: 1.600, data_time: 0.005, memory: 9063, top1_acc: 0.5783, top5_acc: 0.7973, loss_cls: 1.7861, loss: 1.7861, grad_norm: 3.1554 2020-08-12 07:23:13,541 - mmaction - INFO - Epoch [220][720/940] lr: 2.027e-02, eta: 16:00:43, time: 1.587, data_time: 0.004, memory: 9063, top1_acc: 0.5766, top5_acc: 0.7918, loss_cls: 1.8166, loss: 1.8166, grad_norm: 3.1793 2020-08-12 07:23:45,902 - mmaction - INFO - Epoch [220][740/940] lr: 2.027e-02, eta: 16:00:09, time: 1.619, data_time: 0.006, memory: 9063, top1_acc: 0.5789, top5_acc: 0.7990, loss_cls: 1.7808, loss: 1.7808, grad_norm: 3.1619 2020-08-12 07:24:18,098 - mmaction - INFO - Epoch [220][760/940] lr: 2.027e-02, eta: 15:59:35, time: 1.609, data_time: 0.005, memory: 9063, top1_acc: 0.5852, top5_acc: 0.7990, loss_cls: 1.7862, loss: 1.7862, grad_norm: 3.1149 2020-08-12 07:24:50,425 - mmaction - INFO - Epoch [220][780/940] lr: 2.027e-02, eta: 15:59:00, time: 1.618, data_time: 0.006, memory: 9063, top1_acc: 0.5756, top5_acc: 0.7959, loss_cls: 1.7938, loss: 1.7938, grad_norm: 3.1223 2020-08-12 07:25:23,416 - mmaction - INFO - Epoch [220][800/940] lr: 2.027e-02, eta: 15:58:26, time: 1.648, data_time: 0.005, memory: 9063, top1_acc: 0.5908, top5_acc: 0.7971, loss_cls: 1.7719, loss: 1.7719, grad_norm: 3.1100 2020-08-12 07:25:55,131 - mmaction - INFO - Epoch [220][820/940] lr: 2.027e-02, eta: 15:57:51, time: 1.586, data_time: 0.005, memory: 9063, top1_acc: 0.5900, top5_acc: 0.7963, loss_cls: 1.7647, loss: 1.7647, grad_norm: 3.2018 2020-08-12 07:26:27,169 - mmaction - INFO - Epoch [220][840/940] lr: 2.027e-02, eta: 15:57:17, time: 1.602, data_time: 0.005, memory: 9063, top1_acc: 0.5959, top5_acc: 0.7977, loss_cls: 1.7196, loss: 1.7196, grad_norm: 3.0921 2020-08-12 07:27:00,349 - mmaction - INFO - Epoch [220][860/940] lr: 2.027e-02, eta: 15:56:43, time: 1.659, data_time: 0.003, memory: 9063, top1_acc: 0.5904, top5_acc: 0.8049, loss_cls: 1.7379, loss: 1.7379, grad_norm: 3.0821 2020-08-12 07:27:30,040 - mmaction - INFO - Epoch [220][880/940] lr: 2.027e-02, eta: 15:56:07, time: 1.482, data_time: 0.005, memory: 9063, top1_acc: 0.5867, top5_acc: 0.8014, loss_cls: 1.7539, loss: 1.7539, grad_norm: 3.1571 2020-08-12 07:28:03,246 - mmaction - INFO - Epoch [220][900/940] lr: 2.027e-02, eta: 15:55:33, time: 1.660, data_time: 0.007, memory: 9063, top1_acc: 0.5811, top5_acc: 0.7969, loss_cls: 1.7877, loss: 1.7877, grad_norm: 3.1311 2020-08-12 07:28:36,021 - mmaction - INFO - Epoch [220][920/940] lr: 2.027e-02, eta: 15:54:59, time: 1.639, data_time: 0.008, memory: 9063, top1_acc: 0.5873, top5_acc: 0.7996, loss_cls: 1.7522, loss: 1.7522, grad_norm: 3.0802 2020-08-12 07:29:06,734 - mmaction - INFO - Epoch [220][940/940] lr: 2.027e-02, eta: 15:54:24, time: 1.537, data_time: 0.007, memory: 9063, top1_acc: 0.5942, top5_acc: 0.8054, loss_cls: 1.7532, loss: 1.7532, grad_norm: 3.1660 2020-08-12 07:29:06,978 - mmaction - INFO - Saving checkpoint at 220 epochs 2020-08-12 07:29:44,322 - mmaction - INFO - Epoch [221][20/940] lr: 1.920e-02, eta: 15:53:50, time: 1.776, data_time: 0.359, memory: 9063, top1_acc: 0.5850, top5_acc: 0.7932, loss_cls: 1.7747, loss: 1.7747, grad_norm: 3.1425 2020-08-12 07:30:14,340 - mmaction - INFO - Epoch [221][40/940] lr: 1.920e-02, eta: 15:53:15, time: 1.497, data_time: 0.007, memory: 9063, top1_acc: 0.6021, top5_acc: 0.7992, loss_cls: 1.7344, loss: 1.7344, grad_norm: 3.0782 2020-08-12 07:30:46,967 - mmaction - INFO - Epoch [221][60/940] lr: 1.920e-02, eta: 15:52:41, time: 1.636, data_time: 0.007, memory: 9063, top1_acc: 0.5934, top5_acc: 0.7955, loss_cls: 1.7499, loss: 1.7499, grad_norm: 3.1280 2020-08-12 07:31:21,346 - mmaction - INFO - Epoch [221][80/940] lr: 1.920e-02, eta: 15:52:07, time: 1.716, data_time: 0.005, memory: 9063, top1_acc: 0.5818, top5_acc: 0.8039, loss_cls: 1.7521, loss: 1.7521, grad_norm: 3.1853 2020-08-12 07:31:52,521 - mmaction - INFO - Epoch [221][100/940] lr: 1.920e-02, eta: 15:51:32, time: 1.561, data_time: 0.007, memory: 9063, top1_acc: 0.6072, top5_acc: 0.8117, loss_cls: 1.6812, loss: 1.6812, grad_norm: 3.1555 2020-08-12 07:32:25,359 - mmaction - INFO - Epoch [221][120/940] lr: 1.920e-02, eta: 15:50:58, time: 1.639, data_time: 0.004, memory: 9063, top1_acc: 0.6002, top5_acc: 0.8105, loss_cls: 1.7183, loss: 1.7183, grad_norm: 3.1646 2020-08-12 07:32:57,962 - mmaction - INFO - Epoch [221][140/940] lr: 1.920e-02, eta: 15:50:24, time: 1.634, data_time: 0.007, memory: 9063, top1_acc: 0.6033, top5_acc: 0.8074, loss_cls: 1.6887, loss: 1.6887, grad_norm: 3.0730 2020-08-12 07:33:29,533 - mmaction - INFO - Epoch [221][160/940] lr: 1.920e-02, eta: 15:49:49, time: 1.576, data_time: 0.004, memory: 9063, top1_acc: 0.5982, top5_acc: 0.8045, loss_cls: 1.7327, loss: 1.7327, grad_norm: 3.1843 2020-08-12 07:34:00,551 - mmaction - INFO - Epoch [221][180/940] lr: 1.920e-02, eta: 15:49:14, time: 1.553, data_time: 0.006, memory: 9063, top1_acc: 0.5842, top5_acc: 0.8037, loss_cls: 1.7564, loss: 1.7564, grad_norm: 3.1910 2020-08-12 07:34:32,696 - mmaction - INFO - Epoch [221][200/940] lr: 1.920e-02, eta: 15:48:40, time: 1.608, data_time: 0.005, memory: 9063, top1_acc: 0.5943, top5_acc: 0.8049, loss_cls: 1.7393, loss: 1.7393, grad_norm: 3.1981 2020-08-12 07:35:05,008 - mmaction - INFO - Epoch [221][220/940] lr: 1.920e-02, eta: 15:48:05, time: 1.614, data_time: 0.003, memory: 9063, top1_acc: 0.5883, top5_acc: 0.7994, loss_cls: 1.7441, loss: 1.7441, grad_norm: 3.1723 2020-08-12 07:35:37,790 - mmaction - INFO - Epoch [221][240/940] lr: 1.920e-02, eta: 15:47:31, time: 1.635, data_time: 0.007, memory: 9063, top1_acc: 0.5826, top5_acc: 0.7895, loss_cls: 1.8098, loss: 1.8098, grad_norm: 3.1809 2020-08-12 07:36:11,065 - mmaction - INFO - Epoch [221][260/940] lr: 1.920e-02, eta: 15:46:57, time: 1.669, data_time: 0.008, memory: 9063, top1_acc: 0.5979, top5_acc: 0.8113, loss_cls: 1.7014, loss: 1.7014, grad_norm: 3.1548 2020-08-12 07:36:43,466 - mmaction - INFO - Epoch [221][280/940] lr: 1.920e-02, eta: 15:46:22, time: 1.615, data_time: 0.004, memory: 9063, top1_acc: 0.5867, top5_acc: 0.7967, loss_cls: 1.7653, loss: 1.7653, grad_norm: 3.1594 2020-08-12 07:37:13,778 - mmaction - INFO - Epoch [221][300/940] lr: 1.920e-02, eta: 15:45:47, time: 1.519, data_time: 0.007, memory: 9063, top1_acc: 0.5926, top5_acc: 0.8035, loss_cls: 1.7321, loss: 1.7321, grad_norm: 3.1408 2020-08-12 07:37:45,672 - mmaction - INFO - Epoch [221][320/940] lr: 1.920e-02, eta: 15:45:13, time: 1.594, data_time: 0.005, memory: 9063, top1_acc: 0.5973, top5_acc: 0.8045, loss_cls: 1.7473, loss: 1.7473, grad_norm: 3.1338 2020-08-12 07:38:17,958 - mmaction - INFO - Epoch [221][340/940] lr: 1.920e-02, eta: 15:44:38, time: 1.612, data_time: 0.004, memory: 9063, top1_acc: 0.5912, top5_acc: 0.8080, loss_cls: 1.7439, loss: 1.7439, grad_norm: 3.0958 2020-08-12 07:38:49,181 - mmaction - INFO - Epoch [221][360/940] lr: 1.920e-02, eta: 15:44:03, time: 1.564, data_time: 0.007, memory: 9063, top1_acc: 0.5967, top5_acc: 0.8008, loss_cls: 1.7335, loss: 1.7335, grad_norm: 3.1115 2020-08-12 07:39:22,346 - mmaction - INFO - Epoch [221][380/940] lr: 1.920e-02, eta: 15:43:29, time: 1.658, data_time: 0.003, memory: 9063, top1_acc: 0.5945, top5_acc: 0.8074, loss_cls: 1.7102, loss: 1.7102, grad_norm: 3.1380 2020-08-12 07:39:54,242 - mmaction - INFO - Epoch [221][400/940] lr: 1.920e-02, eta: 15:42:55, time: 1.593, data_time: 0.005, memory: 9063, top1_acc: 0.5975, top5_acc: 0.8010, loss_cls: 1.7364, loss: 1.7364, grad_norm: 3.1232 2020-08-12 07:40:26,295 - mmaction - INFO - Epoch [221][420/940] lr: 1.920e-02, eta: 15:42:20, time: 1.602, data_time: 0.007, memory: 9063, top1_acc: 0.5947, top5_acc: 0.8016, loss_cls: 1.7250, loss: 1.7250, grad_norm: 3.1691 2020-08-12 07:40:58,113 - mmaction - INFO - Epoch [221][440/940] lr: 1.920e-02, eta: 15:41:45, time: 1.594, data_time: 0.006, memory: 9063, top1_acc: 0.5939, top5_acc: 0.8066, loss_cls: 1.7234, loss: 1.7234, grad_norm: 3.1586 2020-08-12 07:41:30,325 - mmaction - INFO - Epoch [221][460/940] lr: 1.920e-02, eta: 15:41:11, time: 1.608, data_time: 0.005, memory: 9063, top1_acc: 0.5902, top5_acc: 0.7945, loss_cls: 1.7604, loss: 1.7604, grad_norm: 3.1374 2020-08-12 07:42:02,030 - mmaction - INFO - Epoch [221][480/940] lr: 1.920e-02, eta: 15:40:36, time: 1.587, data_time: 0.006, memory: 9063, top1_acc: 0.5984, top5_acc: 0.8004, loss_cls: 1.7393, loss: 1.7393, grad_norm: 3.1274 2020-08-12 07:42:32,775 - mmaction - INFO - Epoch [221][500/940] lr: 1.920e-02, eta: 15:40:01, time: 1.536, data_time: 0.006, memory: 9063, top1_acc: 0.5844, top5_acc: 0.7936, loss_cls: 1.7764, loss: 1.7764, grad_norm: 3.1628 2020-08-12 07:43:05,271 - mmaction - INFO - Epoch [221][520/940] lr: 1.920e-02, eta: 15:39:27, time: 1.625, data_time: 0.006, memory: 9063, top1_acc: 0.5766, top5_acc: 0.7932, loss_cls: 1.8044, loss: 1.8044, grad_norm: 3.1657 2020-08-12 07:43:37,298 - mmaction - INFO - Epoch [221][540/940] lr: 1.920e-02, eta: 15:38:52, time: 1.601, data_time: 0.007, memory: 9063, top1_acc: 0.5891, top5_acc: 0.8031, loss_cls: 1.7489, loss: 1.7489, grad_norm: 3.1612 2020-08-12 07:44:08,515 - mmaction - INFO - Epoch [221][560/940] lr: 1.920e-02, eta: 15:38:18, time: 1.558, data_time: 0.005, memory: 9063, top1_acc: 0.5885, top5_acc: 0.7939, loss_cls: 1.7524, loss: 1.7524, grad_norm: 3.1197 2020-08-12 07:44:40,362 - mmaction - INFO - Epoch [221][580/940] lr: 1.920e-02, eta: 15:37:43, time: 1.593, data_time: 0.009, memory: 9063, top1_acc: 0.5967, top5_acc: 0.8049, loss_cls: 1.7103, loss: 1.7103, grad_norm: 3.1675 2020-08-12 07:45:12,331 - mmaction - INFO - Epoch [221][600/940] lr: 1.920e-02, eta: 15:37:09, time: 1.600, data_time: 0.006, memory: 9063, top1_acc: 0.5770, top5_acc: 0.7953, loss_cls: 1.7860, loss: 1.7860, grad_norm: 3.1805 2020-08-12 07:45:43,910 - mmaction - INFO - Epoch [221][620/940] lr: 1.920e-02, eta: 15:36:34, time: 1.580, data_time: 0.007, memory: 9063, top1_acc: 0.5865, top5_acc: 0.8000, loss_cls: 1.7532, loss: 1.7532, grad_norm: 3.1458 2020-08-12 07:46:16,278 - mmaction - INFO - Epoch [221][640/940] lr: 1.920e-02, eta: 15:35:59, time: 1.617, data_time: 0.005, memory: 9063, top1_acc: 0.5953, top5_acc: 0.8039, loss_cls: 1.7366, loss: 1.7366, grad_norm: 3.2001 2020-08-12 07:46:48,172 - mmaction - INFO - Epoch [221][660/940] lr: 1.920e-02, eta: 15:35:25, time: 1.596, data_time: 0.006, memory: 9063, top1_acc: 0.5887, top5_acc: 0.8051, loss_cls: 1.7386, loss: 1.7386, grad_norm: 3.1923 2020-08-12 07:47:19,695 - mmaction - INFO - Epoch [221][680/940] lr: 1.920e-02, eta: 15:34:50, time: 1.572, data_time: 0.005, memory: 9063, top1_acc: 0.5912, top5_acc: 0.8070, loss_cls: 1.7188, loss: 1.7188, grad_norm: 3.1811 2020-08-12 07:47:51,674 - mmaction - INFO - Epoch [221][700/940] lr: 1.920e-02, eta: 15:34:16, time: 1.603, data_time: 0.007, memory: 9063, top1_acc: 0.5875, top5_acc: 0.7953, loss_cls: 1.7956, loss: 1.7956, grad_norm: 3.1900 2020-08-12 07:48:23,805 - mmaction - INFO - Epoch [221][720/940] lr: 1.920e-02, eta: 15:33:41, time: 1.603, data_time: 0.005, memory: 9063, top1_acc: 0.5984, top5_acc: 0.7992, loss_cls: 1.7174, loss: 1.7174, grad_norm: 3.1046 2020-08-12 07:48:57,002 - mmaction - INFO - Epoch [221][740/940] lr: 1.920e-02, eta: 15:33:07, time: 1.663, data_time: 0.007, memory: 9063, top1_acc: 0.6035, top5_acc: 0.8051, loss_cls: 1.7066, loss: 1.7066, grad_norm: 3.1564 2020-08-12 07:49:27,296 - mmaction - INFO - Epoch [221][760/940] lr: 1.920e-02, eta: 15:32:32, time: 1.515, data_time: 0.004, memory: 9063, top1_acc: 0.5850, top5_acc: 0.7941, loss_cls: 1.7589, loss: 1.7589, grad_norm: 3.2053 2020-08-12 07:49:58,939 - mmaction - INFO - Epoch [221][780/940] lr: 1.920e-02, eta: 15:31:57, time: 1.580, data_time: 0.005, memory: 9063, top1_acc: 0.5869, top5_acc: 0.7920, loss_cls: 1.8055, loss: 1.8055, grad_norm: 3.2624 2020-08-12 07:50:28,717 - mmaction - INFO - Epoch [221][800/940] lr: 1.920e-02, eta: 15:31:22, time: 1.490, data_time: 0.006, memory: 9063, top1_acc: 0.6002, top5_acc: 0.8094, loss_cls: 1.6939, loss: 1.6939, grad_norm: 3.1759 2020-08-12 07:51:00,764 - mmaction - INFO - Epoch [221][820/940] lr: 1.920e-02, eta: 15:30:47, time: 1.601, data_time: 0.006, memory: 9063, top1_acc: 0.5875, top5_acc: 0.7998, loss_cls: 1.7687, loss: 1.7687, grad_norm: 3.2310 2020-08-12 07:51:31,242 - mmaction - INFO - Epoch [221][840/940] lr: 1.920e-02, eta: 15:30:12, time: 1.527, data_time: 0.007, memory: 9063, top1_acc: 0.5848, top5_acc: 0.7990, loss_cls: 1.7802, loss: 1.7802, grad_norm: 3.1459 2020-08-12 07:52:01,614 - mmaction - INFO - Epoch [221][860/940] lr: 1.920e-02, eta: 15:29:37, time: 1.516, data_time: 0.008, memory: 9063, top1_acc: 0.5971, top5_acc: 0.7977, loss_cls: 1.7293, loss: 1.7293, grad_norm: 3.1507 2020-08-12 07:52:34,323 - mmaction - INFO - Epoch [221][880/940] lr: 1.920e-02, eta: 15:29:03, time: 1.638, data_time: 0.007, memory: 9063, top1_acc: 0.5709, top5_acc: 0.7928, loss_cls: 1.8207, loss: 1.8207, grad_norm: 3.1820 2020-08-12 07:53:06,748 - mmaction - INFO - Epoch [221][900/940] lr: 1.920e-02, eta: 15:28:29, time: 1.621, data_time: 0.002, memory: 9063, top1_acc: 0.5742, top5_acc: 0.7898, loss_cls: 1.7999, loss: 1.7999, grad_norm: 3.2015 2020-08-12 07:53:38,941 - mmaction - INFO - Epoch [221][920/940] lr: 1.920e-02, eta: 15:27:54, time: 1.608, data_time: 0.005, memory: 9063, top1_acc: 0.5908, top5_acc: 0.8008, loss_cls: 1.7471, loss: 1.7471, grad_norm: 3.1105 2020-08-12 07:54:10,070 - mmaction - INFO - Epoch [221][940/940] lr: 1.920e-02, eta: 15:27:19, time: 1.556, data_time: 0.006, memory: 9063, top1_acc: 0.5812, top5_acc: 0.7928, loss_cls: 1.8118, loss: 1.8118, grad_norm: 3.2207 2020-08-12 07:54:48,863 - mmaction - INFO - Epoch [222][20/940] lr: 1.817e-02, eta: 15:26:47, time: 1.925, data_time: 0.420, memory: 9063, top1_acc: 0.6025, top5_acc: 0.8072, loss_cls: 1.7171, loss: 1.7171, grad_norm: 3.2022 2020-08-12 07:55:19,421 - mmaction - INFO - Epoch [222][40/940] lr: 1.817e-02, eta: 15:26:12, time: 1.526, data_time: 0.006, memory: 9063, top1_acc: 0.6119, top5_acc: 0.8121, loss_cls: 1.7123, loss: 1.7123, grad_norm: 3.1979 2020-08-12 07:55:51,597 - mmaction - INFO - Epoch [222][60/940] lr: 1.817e-02, eta: 15:25:38, time: 1.610, data_time: 0.007, memory: 9063, top1_acc: 0.5939, top5_acc: 0.8047, loss_cls: 1.7295, loss: 1.7295, grad_norm: 3.1665 2020-08-12 07:56:23,693 - mmaction - INFO - Epoch [222][80/940] lr: 1.817e-02, eta: 15:25:03, time: 1.605, data_time: 0.007, memory: 9063, top1_acc: 0.6004, top5_acc: 0.7988, loss_cls: 1.7252, loss: 1.7252, grad_norm: 3.1441 2020-08-12 07:56:55,377 - mmaction - INFO - Epoch [222][100/940] lr: 1.817e-02, eta: 15:24:29, time: 1.585, data_time: 0.004, memory: 9063, top1_acc: 0.5924, top5_acc: 0.8000, loss_cls: 1.7299, loss: 1.7299, grad_norm: 3.2080 2020-08-12 07:57:27,220 - mmaction - INFO - Epoch [222][120/940] lr: 1.817e-02, eta: 15:23:54, time: 1.589, data_time: 0.006, memory: 9063, top1_acc: 0.5789, top5_acc: 0.8008, loss_cls: 1.7828, loss: 1.7828, grad_norm: 3.2977 2020-08-12 07:57:58,288 - mmaction - INFO - Epoch [222][140/940] lr: 1.817e-02, eta: 15:23:19, time: 1.556, data_time: 0.006, memory: 9063, top1_acc: 0.5963, top5_acc: 0.7998, loss_cls: 1.7420, loss: 1.7420, grad_norm: 3.1503 2020-08-12 07:58:31,676 - mmaction - INFO - Epoch [222][160/940] lr: 1.817e-02, eta: 15:22:45, time: 1.667, data_time: 0.005, memory: 9063, top1_acc: 0.5914, top5_acc: 0.8021, loss_cls: 1.7525, loss: 1.7525, grad_norm: 3.1954 2020-08-12 07:59:04,457 - mmaction - INFO - Epoch [222][180/940] lr: 1.817e-02, eta: 15:22:11, time: 1.639, data_time: 0.007, memory: 9063, top1_acc: 0.5977, top5_acc: 0.8150, loss_cls: 1.6808, loss: 1.6808, grad_norm: 3.1398 2020-08-12 07:59:34,485 - mmaction - INFO - Epoch [222][200/940] lr: 1.817e-02, eta: 15:21:36, time: 1.504, data_time: 0.006, memory: 9063, top1_acc: 0.5939, top5_acc: 0.7961, loss_cls: 1.7525, loss: 1.7525, grad_norm: 3.1990 2020-08-12 08:00:11,318 - mmaction - INFO - Epoch [222][220/940] lr: 1.817e-02, eta: 15:21:03, time: 1.832, data_time: 0.006, memory: 9063, top1_acc: 0.6033, top5_acc: 0.8102, loss_cls: 1.6858, loss: 1.6858, grad_norm: 3.1349 2020-08-12 08:00:41,121 - mmaction - INFO - Epoch [222][240/940] lr: 1.817e-02, eta: 15:20:28, time: 1.500, data_time: 0.023, memory: 9063, top1_acc: 0.5908, top5_acc: 0.7984, loss_cls: 1.7343, loss: 1.7343, grad_norm: 3.2115 2020-08-12 08:01:12,825 - mmaction - INFO - Epoch [222][260/940] lr: 1.817e-02, eta: 15:19:53, time: 1.582, data_time: 0.005, memory: 9063, top1_acc: 0.6066, top5_acc: 0.8092, loss_cls: 1.6804, loss: 1.6804, grad_norm: 3.1943 2020-08-12 08:01:43,824 - mmaction - INFO - Epoch [222][280/940] lr: 1.817e-02, eta: 15:19:18, time: 1.553, data_time: 0.007, memory: 9063, top1_acc: 0.5879, top5_acc: 0.7953, loss_cls: 1.7742, loss: 1.7742, grad_norm: 3.2230 2020-08-12 08:02:15,651 - mmaction - INFO - Epoch [222][300/940] lr: 1.817e-02, eta: 15:18:44, time: 1.592, data_time: 0.003, memory: 9063, top1_acc: 0.5975, top5_acc: 0.8096, loss_cls: 1.7052, loss: 1.7052, grad_norm: 3.1350 2020-08-12 08:02:46,454 - mmaction - INFO - Epoch [222][320/940] lr: 1.817e-02, eta: 15:18:09, time: 1.538, data_time: 0.005, memory: 9063, top1_acc: 0.5992, top5_acc: 0.8084, loss_cls: 1.7020, loss: 1.7020, grad_norm: 3.2019 2020-08-12 08:03:17,973 - mmaction - INFO - Epoch [222][340/940] lr: 1.817e-02, eta: 15:17:34, time: 1.579, data_time: 0.006, memory: 9063, top1_acc: 0.5773, top5_acc: 0.7977, loss_cls: 1.7992, loss: 1.7992, grad_norm: 3.2113 2020-08-12 08:03:51,414 - mmaction - INFO - Epoch [222][360/940] lr: 1.817e-02, eta: 15:17:00, time: 1.670, data_time: 0.004, memory: 9063, top1_acc: 0.5951, top5_acc: 0.8059, loss_cls: 1.6998, loss: 1.6998, grad_norm: 3.1611 2020-08-12 08:04:23,303 - mmaction - INFO - Epoch [222][380/940] lr: 1.817e-02, eta: 15:16:26, time: 1.596, data_time: 0.006, memory: 9063, top1_acc: 0.5926, top5_acc: 0.7977, loss_cls: 1.7464, loss: 1.7464, grad_norm: 3.1652 2020-08-12 08:04:54,180 - mmaction - INFO - Epoch [222][400/940] lr: 1.817e-02, eta: 15:15:51, time: 1.542, data_time: 0.007, memory: 9063, top1_acc: 0.5961, top5_acc: 0.8076, loss_cls: 1.7083, loss: 1.7083, grad_norm: 3.1332 2020-08-12 08:05:25,204 - mmaction - INFO - Epoch [222][420/940] lr: 1.817e-02, eta: 15:15:16, time: 1.552, data_time: 0.006, memory: 9063, top1_acc: 0.6025, top5_acc: 0.8061, loss_cls: 1.6956, loss: 1.6956, grad_norm: 3.1539 2020-08-12 08:05:57,651 - mmaction - INFO - Epoch [222][440/940] lr: 1.817e-02, eta: 15:14:42, time: 1.621, data_time: 0.007, memory: 9063, top1_acc: 0.5863, top5_acc: 0.8002, loss_cls: 1.7185, loss: 1.7185, grad_norm: 3.2599 2020-08-12 08:06:29,269 - mmaction - INFO - Epoch [222][460/940] lr: 1.817e-02, eta: 15:14:07, time: 1.582, data_time: 0.005, memory: 9063, top1_acc: 0.5865, top5_acc: 0.7979, loss_cls: 1.7471, loss: 1.7471, grad_norm: 3.2464 2020-08-12 08:07:01,940 - mmaction - INFO - Epoch [222][480/940] lr: 1.817e-02, eta: 15:13:33, time: 1.633, data_time: 0.006, memory: 9063, top1_acc: 0.5918, top5_acc: 0.8018, loss_cls: 1.7551, loss: 1.7551, grad_norm: 3.2351 2020-08-12 08:07:34,304 - mmaction - INFO - Epoch [222][500/940] lr: 1.817e-02, eta: 15:12:58, time: 1.619, data_time: 0.005, memory: 9063, top1_acc: 0.5936, top5_acc: 0.7955, loss_cls: 1.7508, loss: 1.7508, grad_norm: 3.2076 2020-08-12 08:08:05,725 - mmaction - INFO - Epoch [222][520/940] lr: 1.817e-02, eta: 15:12:24, time: 1.568, data_time: 0.005, memory: 9063, top1_acc: 0.5990, top5_acc: 0.8037, loss_cls: 1.7272, loss: 1.7272, grad_norm: 3.1661 2020-08-12 08:08:38,168 - mmaction - INFO - Epoch [222][540/940] lr: 1.817e-02, eta: 15:11:49, time: 1.626, data_time: 0.007, memory: 9063, top1_acc: 0.5871, top5_acc: 0.7955, loss_cls: 1.7569, loss: 1.7569, grad_norm: 3.1826 2020-08-12 08:09:09,613 - mmaction - INFO - Epoch [222][560/940] lr: 1.817e-02, eta: 15:11:15, time: 1.567, data_time: 0.005, memory: 9063, top1_acc: 0.6062, top5_acc: 0.8129, loss_cls: 1.6841, loss: 1.6841, grad_norm: 3.1709 2020-08-12 08:09:41,586 - mmaction - INFO - Epoch [222][580/940] lr: 1.817e-02, eta: 15:10:40, time: 1.604, data_time: 0.007, memory: 9063, top1_acc: 0.5867, top5_acc: 0.7969, loss_cls: 1.7530, loss: 1.7530, grad_norm: 3.2645 2020-08-12 08:10:13,385 - mmaction - INFO - Epoch [222][600/940] lr: 1.817e-02, eta: 15:10:06, time: 1.587, data_time: 0.005, memory: 9063, top1_acc: 0.5949, top5_acc: 0.8016, loss_cls: 1.7360, loss: 1.7360, grad_norm: 3.1936 2020-08-12 08:10:44,427 - mmaction - INFO - Epoch [222][620/940] lr: 1.817e-02, eta: 15:09:31, time: 1.554, data_time: 0.006, memory: 9063, top1_acc: 0.5850, top5_acc: 0.7990, loss_cls: 1.7498, loss: 1.7498, grad_norm: 3.2512 2020-08-12 08:11:15,362 - mmaction - INFO - Epoch [222][640/940] lr: 1.817e-02, eta: 15:08:56, time: 1.544, data_time: 0.006, memory: 9063, top1_acc: 0.5885, top5_acc: 0.7937, loss_cls: 1.7691, loss: 1.7691, grad_norm: 3.1760 2020-08-12 08:11:46,889 - mmaction - INFO - Epoch [222][660/940] lr: 1.817e-02, eta: 15:08:21, time: 1.580, data_time: 0.006, memory: 9063, top1_acc: 0.6053, top5_acc: 0.8066, loss_cls: 1.7112, loss: 1.7112, grad_norm: 3.1532 2020-08-12 08:12:19,822 - mmaction - INFO - Epoch [222][680/940] lr: 1.817e-02, eta: 15:07:47, time: 1.644, data_time: 0.005, memory: 9063, top1_acc: 0.5801, top5_acc: 0.7943, loss_cls: 1.7559, loss: 1.7559, grad_norm: 3.2355 2020-08-12 08:12:50,522 - mmaction - INFO - Epoch [222][700/940] lr: 1.817e-02, eta: 15:07:12, time: 1.537, data_time: 0.006, memory: 9063, top1_acc: 0.5885, top5_acc: 0.7984, loss_cls: 1.7769, loss: 1.7769, grad_norm: 3.2151 2020-08-12 08:13:21,968 - mmaction - INFO - Epoch [222][720/940] lr: 1.817e-02, eta: 15:06:38, time: 1.573, data_time: 0.002, memory: 9063, top1_acc: 0.6010, top5_acc: 0.8027, loss_cls: 1.7325, loss: 1.7325, grad_norm: 3.2155 2020-08-12 08:13:54,328 - mmaction - INFO - Epoch [222][740/940] lr: 1.817e-02, eta: 15:06:03, time: 1.615, data_time: 0.004, memory: 9063, top1_acc: 0.5914, top5_acc: 0.8021, loss_cls: 1.7539, loss: 1.7539, grad_norm: 3.2112 2020-08-12 08:14:25,957 - mmaction - INFO - Epoch [222][760/940] lr: 1.817e-02, eta: 15:05:29, time: 1.584, data_time: 0.006, memory: 9063, top1_acc: 0.6014, top5_acc: 0.8031, loss_cls: 1.7234, loss: 1.7234, grad_norm: 3.2383 2020-08-12 08:14:58,593 - mmaction - INFO - Epoch [222][780/940] lr: 1.817e-02, eta: 15:04:54, time: 1.630, data_time: 0.004, memory: 9063, top1_acc: 0.5982, top5_acc: 0.8045, loss_cls: 1.7286, loss: 1.7286, grad_norm: 3.2487 2020-08-12 08:15:30,977 - mmaction - INFO - Epoch [222][800/940] lr: 1.817e-02, eta: 15:04:20, time: 1.621, data_time: 0.005, memory: 9063, top1_acc: 0.6002, top5_acc: 0.8031, loss_cls: 1.7069, loss: 1.7069, grad_norm: 3.1469 2020-08-12 08:16:02,087 - mmaction - INFO - Epoch [222][820/940] lr: 1.817e-02, eta: 15:03:45, time: 1.554, data_time: 0.005, memory: 9063, top1_acc: 0.5912, top5_acc: 0.8061, loss_cls: 1.7390, loss: 1.7390, grad_norm: 3.1850 2020-08-12 08:16:33,742 - mmaction - INFO - Epoch [222][840/940] lr: 1.817e-02, eta: 15:03:11, time: 1.584, data_time: 0.005, memory: 9063, top1_acc: 0.5813, top5_acc: 0.7984, loss_cls: 1.7748, loss: 1.7748, grad_norm: 3.2469 2020-08-12 08:17:06,229 - mmaction - INFO - Epoch [222][860/940] lr: 1.817e-02, eta: 15:02:36, time: 1.623, data_time: 0.005, memory: 9063, top1_acc: 0.6006, top5_acc: 0.8029, loss_cls: 1.7282, loss: 1.7282, grad_norm: 3.1383 2020-08-12 08:17:36,673 - mmaction - INFO - Epoch [222][880/940] lr: 1.817e-02, eta: 15:02:01, time: 1.522, data_time: 0.002, memory: 9063, top1_acc: 0.6145, top5_acc: 0.8137, loss_cls: 1.6840, loss: 1.6840, grad_norm: 3.1904 2020-08-12 08:18:08,428 - mmaction - INFO - Epoch [222][900/940] lr: 1.817e-02, eta: 15:01:27, time: 1.586, data_time: 0.005, memory: 9063, top1_acc: 0.5932, top5_acc: 0.7998, loss_cls: 1.7488, loss: 1.7488, grad_norm: 3.2180 2020-08-12 08:18:40,180 - mmaction - INFO - Epoch [222][920/940] lr: 1.817e-02, eta: 15:00:52, time: 1.588, data_time: 0.005, memory: 9063, top1_acc: 0.5914, top5_acc: 0.7984, loss_cls: 1.7618, loss: 1.7618, grad_norm: 3.1777 2020-08-12 08:19:10,590 - mmaction - INFO - Epoch [222][940/940] lr: 1.817e-02, eta: 15:00:17, time: 1.519, data_time: 0.006, memory: 9063, top1_acc: 0.5862, top5_acc: 0.7997, loss_cls: 1.7616, loss: 1.7616, grad_norm: 3.2444 2020-08-12 08:19:50,836 - mmaction - INFO - Epoch [223][20/940] lr: 1.716e-02, eta: 14:59:46, time: 1.991, data_time: 0.578, memory: 9063, top1_acc: 0.5992, top5_acc: 0.8043, loss_cls: 1.7162, loss: 1.7162, grad_norm: 3.2607 2020-08-12 08:20:21,637 - mmaction - INFO - Epoch [223][40/940] lr: 1.716e-02, eta: 14:59:11, time: 1.537, data_time: 0.006, memory: 9063, top1_acc: 0.6016, top5_acc: 0.8074, loss_cls: 1.7065, loss: 1.7065, grad_norm: 3.1482 2020-08-12 08:20:53,272 - mmaction - INFO - Epoch [223][60/940] lr: 1.716e-02, eta: 14:58:36, time: 1.586, data_time: 0.008, memory: 9063, top1_acc: 0.5895, top5_acc: 0.8016, loss_cls: 1.7535, loss: 1.7535, grad_norm: 3.2358 2020-08-12 08:21:25,863 - mmaction - INFO - Epoch [223][80/940] lr: 1.716e-02, eta: 14:58:02, time: 1.628, data_time: 0.007, memory: 9063, top1_acc: 0.6012, top5_acc: 0.8057, loss_cls: 1.6902, loss: 1.6902, grad_norm: 3.2240 2020-08-12 08:21:58,254 - mmaction - INFO - Epoch [223][100/940] lr: 1.716e-02, eta: 14:57:28, time: 1.619, data_time: 0.006, memory: 9063, top1_acc: 0.6080, top5_acc: 0.8123, loss_cls: 1.7013, loss: 1.7013, grad_norm: 3.1873 2020-08-12 08:22:29,253 - mmaction - INFO - Epoch [223][120/940] lr: 1.716e-02, eta: 14:56:53, time: 1.552, data_time: 0.006, memory: 9063, top1_acc: 0.5984, top5_acc: 0.8086, loss_cls: 1.7071, loss: 1.7071, grad_norm: 3.2118 2020-08-12 08:23:01,484 - mmaction - INFO - Epoch [223][140/940] lr: 1.716e-02, eta: 14:56:18, time: 1.609, data_time: 0.005, memory: 9063, top1_acc: 0.6004, top5_acc: 0.8121, loss_cls: 1.6909, loss: 1.6909, grad_norm: 3.2503 2020-08-12 08:23:32,409 - mmaction - INFO - Epoch [223][160/940] lr: 1.716e-02, eta: 14:55:43, time: 1.545, data_time: 0.008, memory: 9063, top1_acc: 0.6002, top5_acc: 0.8061, loss_cls: 1.7075, loss: 1.7075, grad_norm: 3.2480 2020-08-12 08:24:03,927 - mmaction - INFO - Epoch [223][180/940] lr: 1.716e-02, eta: 14:55:09, time: 1.580, data_time: 0.007, memory: 9063, top1_acc: 0.6062, top5_acc: 0.8102, loss_cls: 1.6960, loss: 1.6960, grad_norm: 3.2440 2020-08-12 08:24:35,053 - mmaction - INFO - Epoch [223][200/940] lr: 1.716e-02, eta: 14:54:34, time: 1.552, data_time: 0.005, memory: 9063, top1_acc: 0.6072, top5_acc: 0.8072, loss_cls: 1.6778, loss: 1.6778, grad_norm: 3.2191 2020-08-12 08:25:07,462 - mmaction - INFO - Epoch [223][220/940] lr: 1.716e-02, eta: 14:54:00, time: 1.625, data_time: 0.008, memory: 9063, top1_acc: 0.6098, top5_acc: 0.8145, loss_cls: 1.6680, loss: 1.6680, grad_norm: 3.2121 2020-08-12 08:25:38,787 - mmaction - INFO - Epoch [223][240/940] lr: 1.716e-02, eta: 14:53:25, time: 1.567, data_time: 0.003, memory: 9063, top1_acc: 0.5932, top5_acc: 0.8021, loss_cls: 1.7537, loss: 1.7537, grad_norm: 3.2445 2020-08-12 08:26:10,900 - mmaction - INFO - Epoch [223][260/940] lr: 1.716e-02, eta: 14:52:51, time: 1.603, data_time: 0.004, memory: 9063, top1_acc: 0.5938, top5_acc: 0.8098, loss_cls: 1.7245, loss: 1.7245, grad_norm: 3.2538 2020-08-12 08:26:42,957 - mmaction - INFO - Epoch [223][280/940] lr: 1.716e-02, eta: 14:52:16, time: 1.606, data_time: 0.007, memory: 9063, top1_acc: 0.5971, top5_acc: 0.8033, loss_cls: 1.7049, loss: 1.7049, grad_norm: 3.2447 2020-08-12 08:27:14,552 - mmaction - INFO - Epoch [223][300/940] lr: 1.716e-02, eta: 14:51:42, time: 1.578, data_time: 0.006, memory: 9063, top1_acc: 0.5988, top5_acc: 0.8125, loss_cls: 1.6970, loss: 1.6970, grad_norm: 3.1939 2020-08-12 08:27:46,963 - mmaction - INFO - Epoch [223][320/940] lr: 1.716e-02, eta: 14:51:07, time: 1.621, data_time: 0.006, memory: 9063, top1_acc: 0.6035, top5_acc: 0.8051, loss_cls: 1.7155, loss: 1.7155, grad_norm: 3.2434 2020-08-12 08:28:20,136 - mmaction - INFO - Epoch [223][340/940] lr: 1.716e-02, eta: 14:50:33, time: 1.657, data_time: 0.006, memory: 9063, top1_acc: 0.5891, top5_acc: 0.8092, loss_cls: 1.7182, loss: 1.7182, grad_norm: 3.3112 2020-08-12 08:28:50,681 - mmaction - INFO - Epoch [223][360/940] lr: 1.716e-02, eta: 14:49:58, time: 1.529, data_time: 0.005, memory: 9063, top1_acc: 0.6162, top5_acc: 0.8115, loss_cls: 1.6763, loss: 1.6763, grad_norm: 3.1883 2020-08-12 08:29:23,001 - mmaction - INFO - Epoch [223][380/940] lr: 1.716e-02, eta: 14:49:24, time: 1.615, data_time: 0.004, memory: 9063, top1_acc: 0.6062, top5_acc: 0.8031, loss_cls: 1.7129, loss: 1.7129, grad_norm: 3.2180 2020-08-12 08:29:54,199 - mmaction - INFO - Epoch [223][400/940] lr: 1.716e-02, eta: 14:48:49, time: 1.559, data_time: 0.006, memory: 9063, top1_acc: 0.5984, top5_acc: 0.8078, loss_cls: 1.6908, loss: 1.6908, grad_norm: 3.2326 2020-08-12 08:30:26,925 - mmaction - INFO - Epoch [223][420/940] lr: 1.716e-02, eta: 14:48:15, time: 1.633, data_time: 0.006, memory: 9063, top1_acc: 0.6012, top5_acc: 0.8066, loss_cls: 1.7089, loss: 1.7089, grad_norm: 3.1890 2020-08-12 08:30:57,330 - mmaction - INFO - Epoch [223][440/940] lr: 1.716e-02, eta: 14:47:40, time: 1.524, data_time: 0.011, memory: 9063, top1_acc: 0.5887, top5_acc: 0.7969, loss_cls: 1.7459, loss: 1.7459, grad_norm: 3.2277 2020-08-12 08:31:28,635 - mmaction - INFO - Epoch [223][460/940] lr: 1.716e-02, eta: 14:47:06, time: 1.567, data_time: 0.006, memory: 9063, top1_acc: 0.6016, top5_acc: 0.8102, loss_cls: 1.6784, loss: 1.6784, grad_norm: 3.2259 2020-08-12 08:32:00,337 - mmaction - INFO - Epoch [223][480/940] lr: 1.716e-02, eta: 14:46:31, time: 1.582, data_time: 0.006, memory: 9063, top1_acc: 0.6053, top5_acc: 0.8063, loss_cls: 1.7013, loss: 1.7013, grad_norm: 3.2258 2020-08-12 08:32:32,727 - mmaction - INFO - Epoch [223][500/940] lr: 1.716e-02, eta: 14:45:57, time: 1.623, data_time: 0.007, memory: 9063, top1_acc: 0.5975, top5_acc: 0.8031, loss_cls: 1.7352, loss: 1.7352, grad_norm: 3.2833 2020-08-12 08:33:05,956 - mmaction - INFO - Epoch [223][520/940] lr: 1.716e-02, eta: 14:45:23, time: 1.662, data_time: 0.002, memory: 9063, top1_acc: 0.5979, top5_acc: 0.8018, loss_cls: 1.7488, loss: 1.7488, grad_norm: 3.2231 2020-08-12 08:33:37,948 - mmaction - INFO - Epoch [223][540/940] lr: 1.716e-02, eta: 14:44:48, time: 1.597, data_time: 0.004, memory: 9063, top1_acc: 0.6020, top5_acc: 0.8123, loss_cls: 1.6844, loss: 1.6844, grad_norm: 3.2254 2020-08-12 08:34:10,300 - mmaction - INFO - Epoch [223][560/940] lr: 1.716e-02, eta: 14:44:14, time: 1.618, data_time: 0.006, memory: 9063, top1_acc: 0.6025, top5_acc: 0.8049, loss_cls: 1.7148, loss: 1.7148, grad_norm: 3.2233 2020-08-12 08:34:41,628 - mmaction - INFO - Epoch [223][580/940] lr: 1.716e-02, eta: 14:43:39, time: 1.566, data_time: 0.007, memory: 9063, top1_acc: 0.6033, top5_acc: 0.8053, loss_cls: 1.7064, loss: 1.7064, grad_norm: 3.1998 2020-08-12 08:35:13,140 - mmaction - INFO - Epoch [223][600/940] lr: 1.716e-02, eta: 14:43:05, time: 1.574, data_time: 0.007, memory: 9063, top1_acc: 0.5848, top5_acc: 0.7982, loss_cls: 1.7560, loss: 1.7560, grad_norm: 3.3028 2020-08-12 08:35:45,565 - mmaction - INFO - Epoch [223][620/940] lr: 1.716e-02, eta: 14:42:30, time: 1.622, data_time: 0.007, memory: 9063, top1_acc: 0.6018, top5_acc: 0.8125, loss_cls: 1.6955, loss: 1.6955, grad_norm: 3.2766 2020-08-12 08:36:17,515 - mmaction - INFO - Epoch [223][640/940] lr: 1.716e-02, eta: 14:41:56, time: 1.600, data_time: 0.009, memory: 9063, top1_acc: 0.5850, top5_acc: 0.7969, loss_cls: 1.7844, loss: 1.7844, grad_norm: 3.2865 2020-08-12 08:36:48,810 - mmaction - INFO - Epoch [223][660/940] lr: 1.716e-02, eta: 14:41:21, time: 1.566, data_time: 0.005, memory: 9063, top1_acc: 0.5867, top5_acc: 0.8047, loss_cls: 1.7484, loss: 1.7484, grad_norm: 3.2738 2020-08-12 08:37:20,970 - mmaction - INFO - Epoch [223][680/940] lr: 1.716e-02, eta: 14:40:47, time: 1.606, data_time: 0.005, memory: 9063, top1_acc: 0.5889, top5_acc: 0.7996, loss_cls: 1.7278, loss: 1.7278, grad_norm: 3.2454 2020-08-12 08:37:54,319 - mmaction - INFO - Epoch [223][700/940] lr: 1.716e-02, eta: 14:40:13, time: 1.669, data_time: 0.007, memory: 9063, top1_acc: 0.6006, top5_acc: 0.8063, loss_cls: 1.7060, loss: 1.7060, grad_norm: 3.2202 2020-08-12 08:38:25,814 - mmaction - INFO - Epoch [223][720/940] lr: 1.716e-02, eta: 14:39:38, time: 1.572, data_time: 0.006, memory: 9063, top1_acc: 0.5895, top5_acc: 0.8002, loss_cls: 1.7414, loss: 1.7414, grad_norm: 3.2969 2020-08-12 08:38:57,518 - mmaction - INFO - Epoch [223][740/940] lr: 1.716e-02, eta: 14:39:04, time: 1.588, data_time: 0.007, memory: 9063, top1_acc: 0.5918, top5_acc: 0.8037, loss_cls: 1.7514, loss: 1.7514, grad_norm: 3.2919 2020-08-12 08:39:29,714 - mmaction - INFO - Epoch [223][760/940] lr: 1.716e-02, eta: 14:38:30, time: 1.607, data_time: 0.002, memory: 9063, top1_acc: 0.6043, top5_acc: 0.8053, loss_cls: 1.7162, loss: 1.7162, grad_norm: 3.2293 2020-08-12 08:40:01,922 - mmaction - INFO - Epoch [223][780/940] lr: 1.716e-02, eta: 14:37:55, time: 1.609, data_time: 0.008, memory: 9063, top1_acc: 0.5963, top5_acc: 0.8092, loss_cls: 1.7252, loss: 1.7252, grad_norm: 3.2577 2020-08-12 08:40:34,772 - mmaction - INFO - Epoch [223][800/940] lr: 1.716e-02, eta: 14:37:21, time: 1.647, data_time: 0.007, memory: 9063, top1_acc: 0.5801, top5_acc: 0.7990, loss_cls: 1.7600, loss: 1.7600, grad_norm: 3.2699 2020-08-12 08:41:06,112 - mmaction - INFO - Epoch [223][820/940] lr: 1.716e-02, eta: 14:36:47, time: 1.565, data_time: 0.005, memory: 9063, top1_acc: 0.5934, top5_acc: 0.8006, loss_cls: 1.7471, loss: 1.7471, grad_norm: 3.3361 2020-08-12 08:41:37,138 - mmaction - INFO - Epoch [223][840/940] lr: 1.716e-02, eta: 14:36:12, time: 1.553, data_time: 0.006, memory: 9063, top1_acc: 0.5891, top5_acc: 0.7953, loss_cls: 1.7441, loss: 1.7441, grad_norm: 3.2447 2020-08-12 08:42:08,747 - mmaction - INFO - Epoch [223][860/940] lr: 1.716e-02, eta: 14:35:37, time: 1.581, data_time: 0.003, memory: 9063, top1_acc: 0.5945, top5_acc: 0.8086, loss_cls: 1.7091, loss: 1.7091, grad_norm: 3.2441 2020-08-12 08:42:40,112 - mmaction - INFO - Epoch [223][880/940] lr: 1.716e-02, eta: 14:35:03, time: 1.565, data_time: 0.005, memory: 9063, top1_acc: 0.5947, top5_acc: 0.8025, loss_cls: 1.7346, loss: 1.7346, grad_norm: 3.2751 2020-08-12 08:43:12,383 - mmaction - INFO - Epoch [223][900/940] lr: 1.716e-02, eta: 14:34:28, time: 1.617, data_time: 0.007, memory: 9063, top1_acc: 0.5969, top5_acc: 0.8051, loss_cls: 1.7155, loss: 1.7155, grad_norm: 3.2742 2020-08-12 08:43:43,846 - mmaction - INFO - Epoch [223][920/940] lr: 1.716e-02, eta: 14:33:54, time: 1.571, data_time: 0.004, memory: 9063, top1_acc: 0.6025, top5_acc: 0.8025, loss_cls: 1.7089, loss: 1.7089, grad_norm: 3.2797 2020-08-12 08:44:13,446 - mmaction - INFO - Epoch [223][940/940] lr: 1.716e-02, eta: 14:33:18, time: 1.482, data_time: 0.006, memory: 9063, top1_acc: 0.5824, top5_acc: 0.7961, loss_cls: 1.7660, loss: 1.7660, grad_norm: 3.2528 2020-08-12 08:44:50,952 - mmaction - INFO - Epoch [224][20/940] lr: 1.618e-02, eta: 14:32:46, time: 1.858, data_time: 0.469, memory: 9063, top1_acc: 0.6033, top5_acc: 0.8057, loss_cls: 1.7156, loss: 1.7156, grad_norm: 3.2654 2020-08-12 08:45:20,611 - mmaction - INFO - Epoch [224][40/940] lr: 1.618e-02, eta: 14:32:11, time: 1.487, data_time: 0.007, memory: 9063, top1_acc: 0.6141, top5_acc: 0.8041, loss_cls: 1.6803, loss: 1.6803, grad_norm: 3.1945 2020-08-12 08:45:52,345 - mmaction - INFO - Epoch [224][60/940] lr: 1.618e-02, eta: 14:31:36, time: 1.586, data_time: 0.002, memory: 9063, top1_acc: 0.6104, top5_acc: 0.8127, loss_cls: 1.6578, loss: 1.6578, grad_norm: 3.2223 2020-08-12 08:46:24,733 - mmaction - INFO - Epoch [224][80/940] lr: 1.618e-02, eta: 14:31:02, time: 1.617, data_time: 0.005, memory: 9063, top1_acc: 0.6057, top5_acc: 0.8143, loss_cls: 1.6818, loss: 1.6818, grad_norm: 3.3089 2020-08-12 08:46:56,436 - mmaction - INFO - Epoch [224][100/940] lr: 1.618e-02, eta: 14:30:27, time: 1.587, data_time: 0.004, memory: 9063, top1_acc: 0.6168, top5_acc: 0.8170, loss_cls: 1.6423, loss: 1.6423, grad_norm: 3.2126 2020-08-12 08:47:27,620 - mmaction - INFO - Epoch [224][120/940] lr: 1.618e-02, eta: 14:29:53, time: 1.558, data_time: 0.005, memory: 9063, top1_acc: 0.6039, top5_acc: 0.8066, loss_cls: 1.6788, loss: 1.6788, grad_norm: 3.3018 2020-08-12 08:48:00,389 - mmaction - INFO - Epoch [224][140/940] lr: 1.618e-02, eta: 14:29:19, time: 1.640, data_time: 0.006, memory: 9063, top1_acc: 0.5893, top5_acc: 0.8010, loss_cls: 1.7518, loss: 1.7518, grad_norm: 3.3079 2020-08-12 08:48:31,894 - mmaction - INFO - Epoch [224][160/940] lr: 1.618e-02, eta: 14:28:44, time: 1.574, data_time: 0.005, memory: 9063, top1_acc: 0.5990, top5_acc: 0.8063, loss_cls: 1.7091, loss: 1.7091, grad_norm: 3.3656 2020-08-12 08:49:02,926 - mmaction - INFO - Epoch [224][180/940] lr: 1.618e-02, eta: 14:28:09, time: 1.550, data_time: 0.006, memory: 9063, top1_acc: 0.6148, top5_acc: 0.8176, loss_cls: 1.6618, loss: 1.6618, grad_norm: 3.2136 2020-08-12 08:49:34,068 - mmaction - INFO - Epoch [224][200/940] lr: 1.618e-02, eta: 14:27:35, time: 1.560, data_time: 0.006, memory: 9063, top1_acc: 0.6111, top5_acc: 0.8098, loss_cls: 1.7013, loss: 1.7013, grad_norm: 3.2824 2020-08-12 08:50:05,908 - mmaction - INFO - Epoch [224][220/940] lr: 1.618e-02, eta: 14:27:00, time: 1.592, data_time: 0.007, memory: 9063, top1_acc: 0.5967, top5_acc: 0.8113, loss_cls: 1.6860, loss: 1.6860, grad_norm: 3.2722 2020-08-12 08:50:39,172 - mmaction - INFO - Epoch [224][240/940] lr: 1.618e-02, eta: 14:26:26, time: 1.663, data_time: 0.002, memory: 9063, top1_acc: 0.6047, top5_acc: 0.8076, loss_cls: 1.6881, loss: 1.6881, grad_norm: 3.2793 2020-08-12 08:51:10,179 - mmaction - INFO - Epoch [224][260/940] lr: 1.618e-02, eta: 14:25:51, time: 1.549, data_time: 0.006, memory: 9063, top1_acc: 0.6059, top5_acc: 0.8111, loss_cls: 1.6829, loss: 1.6829, grad_norm: 3.2155 2020-08-12 08:51:41,784 - mmaction - INFO - Epoch [224][280/940] lr: 1.618e-02, eta: 14:25:17, time: 1.583, data_time: 0.005, memory: 9063, top1_acc: 0.6021, top5_acc: 0.8051, loss_cls: 1.7056, loss: 1.7056, grad_norm: 3.2866 2020-08-12 08:52:14,968 - mmaction - INFO - Epoch [224][300/940] lr: 1.618e-02, eta: 14:24:43, time: 1.657, data_time: 0.006, memory: 9063, top1_acc: 0.6006, top5_acc: 0.8145, loss_cls: 1.6786, loss: 1.6786, grad_norm: 3.2331 2020-08-12 08:52:45,914 - mmaction - INFO - Epoch [224][320/940] lr: 1.618e-02, eta: 14:24:08, time: 1.549, data_time: 0.005, memory: 9063, top1_acc: 0.6002, top5_acc: 0.8090, loss_cls: 1.6979, loss: 1.6979, grad_norm: 3.2630 2020-08-12 08:53:17,670 - mmaction - INFO - Epoch [224][340/940] lr: 1.618e-02, eta: 14:23:34, time: 1.589, data_time: 0.003, memory: 9063, top1_acc: 0.6014, top5_acc: 0.8059, loss_cls: 1.7052, loss: 1.7052, grad_norm: 3.2671 2020-08-12 08:53:50,210 - mmaction - INFO - Epoch [224][360/940] lr: 1.618e-02, eta: 14:23:00, time: 1.625, data_time: 0.004, memory: 9063, top1_acc: 0.5945, top5_acc: 0.8074, loss_cls: 1.7074, loss: 1.7074, grad_norm: 3.2956 2020-08-12 08:54:20,177 - mmaction - INFO - Epoch [224][380/940] lr: 1.618e-02, eta: 14:22:24, time: 1.500, data_time: 0.005, memory: 9063, top1_acc: 0.6041, top5_acc: 0.8051, loss_cls: 1.6961, loss: 1.6961, grad_norm: 3.2465 2020-08-12 08:54:51,004 - mmaction - INFO - Epoch [224][400/940] lr: 1.618e-02, eta: 14:21:50, time: 1.540, data_time: 0.004, memory: 9063, top1_acc: 0.6164, top5_acc: 0.8156, loss_cls: 1.6461, loss: 1.6461, grad_norm: 3.2480 2020-08-12 08:55:23,485 - mmaction - INFO - Epoch [224][420/940] lr: 1.618e-02, eta: 14:21:15, time: 1.624, data_time: 0.005, memory: 9063, top1_acc: 0.6100, top5_acc: 0.8057, loss_cls: 1.6902, loss: 1.6902, grad_norm: 3.2789 2020-08-12 08:55:55,671 - mmaction - INFO - Epoch [224][440/940] lr: 1.618e-02, eta: 14:20:41, time: 1.611, data_time: 0.005, memory: 9063, top1_acc: 0.5988, top5_acc: 0.8064, loss_cls: 1.7125, loss: 1.7125, grad_norm: 3.2636 2020-08-12 08:56:26,238 - mmaction - INFO - Epoch [224][460/940] lr: 1.618e-02, eta: 14:20:06, time: 1.528, data_time: 0.005, memory: 9063, top1_acc: 0.6027, top5_acc: 0.7988, loss_cls: 1.6995, loss: 1.6995, grad_norm: 3.3062 2020-08-12 08:56:57,962 - mmaction - INFO - Epoch [224][480/940] lr: 1.618e-02, eta: 14:19:32, time: 1.584, data_time: 0.006, memory: 9063, top1_acc: 0.6100, top5_acc: 0.8141, loss_cls: 1.6664, loss: 1.6664, grad_norm: 3.2569 2020-08-12 08:57:29,572 - mmaction - INFO - Epoch [224][500/940] lr: 1.618e-02, eta: 14:18:57, time: 1.583, data_time: 0.006, memory: 9063, top1_acc: 0.5945, top5_acc: 0.7982, loss_cls: 1.7524, loss: 1.7524, grad_norm: 3.3013 2020-08-12 08:58:02,503 - mmaction - INFO - Epoch [224][520/940] lr: 1.618e-02, eta: 14:18:23, time: 1.645, data_time: 0.005, memory: 9063, top1_acc: 0.6115, top5_acc: 0.8168, loss_cls: 1.6616, loss: 1.6616, grad_norm: 3.2632 2020-08-12 08:58:32,964 - mmaction - INFO - Epoch [224][540/940] lr: 1.618e-02, eta: 14:17:48, time: 1.524, data_time: 0.007, memory: 9063, top1_acc: 0.5854, top5_acc: 0.7990, loss_cls: 1.7507, loss: 1.7507, grad_norm: 3.3166 2020-08-12 08:59:04,728 - mmaction - INFO - Epoch [224][560/940] lr: 1.618e-02, eta: 14:17:14, time: 1.587, data_time: 0.006, memory: 9063, top1_acc: 0.5986, top5_acc: 0.8125, loss_cls: 1.7055, loss: 1.7055, grad_norm: 3.3328 2020-08-12 08:59:36,535 - mmaction - INFO - Epoch [224][580/940] lr: 1.618e-02, eta: 14:16:39, time: 1.592, data_time: 0.005, memory: 9063, top1_acc: 0.6178, top5_acc: 0.8156, loss_cls: 1.6507, loss: 1.6507, grad_norm: 3.2297 2020-08-12 09:00:12,718 - mmaction - INFO - Epoch [224][600/940] lr: 1.618e-02, eta: 14:16:06, time: 1.804, data_time: 0.005, memory: 9063, top1_acc: 0.5949, top5_acc: 0.8066, loss_cls: 1.7207, loss: 1.7207, grad_norm: 3.2562 2020-08-12 09:00:43,384 - mmaction - INFO - Epoch [224][620/940] lr: 1.618e-02, eta: 14:15:32, time: 1.534, data_time: 0.016, memory: 9063, top1_acc: 0.6037, top5_acc: 0.8109, loss_cls: 1.6812, loss: 1.6812, grad_norm: 3.3277 2020-08-12 09:01:14,569 - mmaction - INFO - Epoch [224][640/940] lr: 1.618e-02, eta: 14:14:57, time: 1.562, data_time: 0.010, memory: 9063, top1_acc: 0.5971, top5_acc: 0.8084, loss_cls: 1.7067, loss: 1.7067, grad_norm: 3.2981 2020-08-12 09:01:44,654 - mmaction - INFO - Epoch [224][660/940] lr: 1.618e-02, eta: 14:14:22, time: 1.504, data_time: 0.006, memory: 9063, top1_acc: 0.5998, top5_acc: 0.8057, loss_cls: 1.7155, loss: 1.7155, grad_norm: 3.3108 2020-08-12 09:02:16,874 - mmaction - INFO - Epoch [224][680/940] lr: 1.618e-02, eta: 14:13:48, time: 1.613, data_time: 0.006, memory: 9063, top1_acc: 0.6025, top5_acc: 0.8027, loss_cls: 1.7262, loss: 1.7262, grad_norm: 3.2982 2020-08-12 09:02:50,219 - mmaction - INFO - Epoch [224][700/940] lr: 1.618e-02, eta: 14:13:14, time: 1.662, data_time: 0.007, memory: 9063, top1_acc: 0.6064, top5_acc: 0.8027, loss_cls: 1.6862, loss: 1.6862, grad_norm: 3.2217 2020-08-12 09:03:22,175 - mmaction - INFO - Epoch [224][720/940] lr: 1.618e-02, eta: 14:12:39, time: 1.604, data_time: 0.021, memory: 9063, top1_acc: 0.6029, top5_acc: 0.8049, loss_cls: 1.7123, loss: 1.7123, grad_norm: 3.3237 2020-08-12 09:03:53,127 - mmaction - INFO - Epoch [224][740/940] lr: 1.618e-02, eta: 14:12:05, time: 1.546, data_time: 0.005, memory: 9063, top1_acc: 0.6031, top5_acc: 0.8074, loss_cls: 1.6995, loss: 1.6995, grad_norm: 3.3176 2020-08-12 09:04:25,604 - mmaction - INFO - Epoch [224][760/940] lr: 1.618e-02, eta: 14:11:30, time: 1.626, data_time: 0.006, memory: 9063, top1_acc: 0.5947, top5_acc: 0.8045, loss_cls: 1.7549, loss: 1.7549, grad_norm: 3.3860 2020-08-12 09:04:56,665 - mmaction - INFO - Epoch [224][780/940] lr: 1.618e-02, eta: 14:10:56, time: 1.552, data_time: 0.007, memory: 9063, top1_acc: 0.5963, top5_acc: 0.8096, loss_cls: 1.7085, loss: 1.7085, grad_norm: 3.3156 2020-08-12 09:05:28,569 - mmaction - INFO - Epoch [224][800/940] lr: 1.618e-02, eta: 14:10:21, time: 1.596, data_time: 0.005, memory: 9063, top1_acc: 0.5947, top5_acc: 0.8031, loss_cls: 1.7339, loss: 1.7339, grad_norm: 3.3472 2020-08-12 09:06:00,523 - mmaction - INFO - Epoch [224][820/940] lr: 1.618e-02, eta: 14:09:47, time: 1.597, data_time: 0.005, memory: 9063, top1_acc: 0.5957, top5_acc: 0.8080, loss_cls: 1.7110, loss: 1.7110, grad_norm: 3.2777 2020-08-12 09:06:32,697 - mmaction - INFO - Epoch [224][840/940] lr: 1.618e-02, eta: 14:09:13, time: 1.611, data_time: 0.005, memory: 9063, top1_acc: 0.5916, top5_acc: 0.7992, loss_cls: 1.7588, loss: 1.7588, grad_norm: 3.3573 2020-08-12 09:07:04,603 - mmaction - INFO - Epoch [224][860/940] lr: 1.618e-02, eta: 14:08:38, time: 1.592, data_time: 0.004, memory: 9063, top1_acc: 0.6076, top5_acc: 0.8090, loss_cls: 1.6726, loss: 1.6726, grad_norm: 3.3115 2020-08-12 09:07:36,352 - mmaction - INFO - Epoch [224][880/940] lr: 1.618e-02, eta: 14:08:04, time: 1.589, data_time: 0.006, memory: 9063, top1_acc: 0.5994, top5_acc: 0.8100, loss_cls: 1.6975, loss: 1.6975, grad_norm: 3.2512 2020-08-12 09:08:09,805 - mmaction - INFO - Epoch [224][900/940] lr: 1.618e-02, eta: 14:07:30, time: 1.670, data_time: 0.006, memory: 9063, top1_acc: 0.5973, top5_acc: 0.8000, loss_cls: 1.7206, loss: 1.7206, grad_norm: 3.3140 2020-08-12 09:08:40,038 - mmaction - INFO - Epoch [224][920/940] lr: 1.618e-02, eta: 14:06:55, time: 1.515, data_time: 0.006, memory: 9063, top1_acc: 0.5938, top5_acc: 0.8068, loss_cls: 1.7121, loss: 1.7121, grad_norm: 3.3955 2020-08-12 09:09:12,425 - mmaction - INFO - Epoch [224][940/940] lr: 1.618e-02, eta: 14:06:21, time: 1.617, data_time: 0.005, memory: 9063, top1_acc: 0.6021, top5_acc: 0.8036, loss_cls: 1.7192, loss: 1.7192, grad_norm: 3.3820 2020-08-12 09:09:12,829 - mmaction - INFO - Saving checkpoint at 224 epochs 2020-08-12 09:09:53,017 - mmaction - INFO - Epoch [225][20/940] lr: 1.522e-02, eta: 14:05:48, time: 1.888, data_time: 0.480, memory: 9063, top1_acc: 0.5994, top5_acc: 0.8109, loss_cls: 1.6970, loss: 1.6970, grad_norm: 3.3134 2020-08-12 09:10:22,645 - mmaction - INFO - Epoch [225][40/940] lr: 1.522e-02, eta: 14:05:13, time: 1.483, data_time: 0.007, memory: 9063, top1_acc: 0.6012, top5_acc: 0.8125, loss_cls: 1.6667, loss: 1.6667, grad_norm: 3.2734 2020-08-12 09:10:52,497 - mmaction - INFO - Epoch [225][60/940] lr: 1.522e-02, eta: 14:04:38, time: 1.492, data_time: 0.006, memory: 9063, top1_acc: 0.6068, top5_acc: 0.8107, loss_cls: 1.6987, loss: 1.6987, grad_norm: 3.2729 2020-08-12 09:11:22,869 - mmaction - INFO - Epoch [225][80/940] lr: 1.522e-02, eta: 14:04:03, time: 1.519, data_time: 0.005, memory: 9063, top1_acc: 0.5916, top5_acc: 0.8012, loss_cls: 1.7323, loss: 1.7323, grad_norm: 3.3359 2020-08-12 09:11:53,417 - mmaction - INFO - Epoch [225][100/940] lr: 1.522e-02, eta: 14:03:29, time: 1.529, data_time: 0.005, memory: 9063, top1_acc: 0.5994, top5_acc: 0.8023, loss_cls: 1.7188, loss: 1.7188, grad_norm: 3.3385 2020-08-12 09:12:25,049 - mmaction - INFO - Epoch [225][120/940] lr: 1.522e-02, eta: 14:02:54, time: 1.576, data_time: 0.008, memory: 9063, top1_acc: 0.5988, top5_acc: 0.8115, loss_cls: 1.6758, loss: 1.6758, grad_norm: 3.2246 2020-08-12 09:12:57,022 - mmaction - INFO - Epoch [225][140/940] lr: 1.522e-02, eta: 14:02:20, time: 1.605, data_time: 0.009, memory: 9063, top1_acc: 0.6021, top5_acc: 0.8035, loss_cls: 1.7069, loss: 1.7069, grad_norm: 3.3738 2020-08-12 09:13:29,090 - mmaction - INFO - Epoch [225][160/940] lr: 1.522e-02, eta: 14:01:45, time: 1.604, data_time: 0.002, memory: 9063, top1_acc: 0.6070, top5_acc: 0.8135, loss_cls: 1.6681, loss: 1.6681, grad_norm: 3.3215 2020-08-12 09:14:01,415 - mmaction - INFO - Epoch [225][180/940] lr: 1.522e-02, eta: 14:01:11, time: 1.613, data_time: 0.003, memory: 9063, top1_acc: 0.6076, top5_acc: 0.8127, loss_cls: 1.6649, loss: 1.6649, grad_norm: 3.2999 2020-08-12 09:14:32,558 - mmaction - INFO - Epoch [225][200/940] lr: 1.522e-02, eta: 14:00:37, time: 1.560, data_time: 0.007, memory: 9063, top1_acc: 0.6107, top5_acc: 0.8172, loss_cls: 1.6575, loss: 1.6575, grad_norm: 3.3085 2020-08-12 09:15:05,241 - mmaction - INFO - Epoch [225][220/940] lr: 1.522e-02, eta: 14:00:02, time: 1.634, data_time: 0.005, memory: 9063, top1_acc: 0.6012, top5_acc: 0.8141, loss_cls: 1.6899, loss: 1.6899, grad_norm: 3.3285 2020-08-12 09:15:37,833 - mmaction - INFO - Epoch [225][240/940] lr: 1.522e-02, eta: 13:59:28, time: 1.630, data_time: 0.003, memory: 9063, top1_acc: 0.6127, top5_acc: 0.8094, loss_cls: 1.6840, loss: 1.6840, grad_norm: 3.3083 2020-08-12 09:16:11,714 - mmaction - INFO - Epoch [225][260/940] lr: 1.522e-02, eta: 13:58:55, time: 1.692, data_time: 0.005, memory: 9063, top1_acc: 0.6047, top5_acc: 0.8102, loss_cls: 1.6925, loss: 1.6925, grad_norm: 3.2797 2020-08-12 09:16:43,760 - mmaction - INFO - Epoch [225][280/940] lr: 1.522e-02, eta: 13:58:20, time: 1.604, data_time: 0.006, memory: 9063, top1_acc: 0.6039, top5_acc: 0.8139, loss_cls: 1.6900, loss: 1.6900, grad_norm: 3.2900 2020-08-12 09:17:15,196 - mmaction - INFO - Epoch [225][300/940] lr: 1.522e-02, eta: 13:57:46, time: 1.571, data_time: 0.009, memory: 9063, top1_acc: 0.6043, top5_acc: 0.8051, loss_cls: 1.6894, loss: 1.6894, grad_norm: 3.3073 2020-08-12 09:17:47,088 - mmaction - INFO - Epoch [225][320/940] lr: 1.522e-02, eta: 13:57:11, time: 1.596, data_time: 0.006, memory: 9063, top1_acc: 0.6127, top5_acc: 0.8187, loss_cls: 1.6514, loss: 1.6514, grad_norm: 3.3429 2020-08-12 09:18:18,908 - mmaction - INFO - Epoch [225][340/940] lr: 1.522e-02, eta: 13:56:37, time: 1.589, data_time: 0.006, memory: 9063, top1_acc: 0.6102, top5_acc: 0.8125, loss_cls: 1.6727, loss: 1.6727, grad_norm: 3.3166 2020-08-12 09:18:51,345 - mmaction - INFO - Epoch [225][360/940] lr: 1.522e-02, eta: 13:56:03, time: 1.625, data_time: 0.007, memory: 9063, top1_acc: 0.6074, top5_acc: 0.8127, loss_cls: 1.6675, loss: 1.6675, grad_norm: 3.3185 2020-08-12 09:19:23,868 - mmaction - INFO - Epoch [225][380/940] lr: 1.522e-02, eta: 13:55:29, time: 1.625, data_time: 0.002, memory: 9063, top1_acc: 0.5977, top5_acc: 0.8100, loss_cls: 1.6944, loss: 1.6944, grad_norm: 3.3664 2020-08-12 09:19:55,778 - mmaction - INFO - Epoch [225][400/940] lr: 1.522e-02, eta: 13:54:54, time: 1.594, data_time: 0.005, memory: 9063, top1_acc: 0.6033, top5_acc: 0.8123, loss_cls: 1.6802, loss: 1.6802, grad_norm: 3.2853 2020-08-12 09:20:27,658 - mmaction - INFO - Epoch [225][420/940] lr: 1.522e-02, eta: 13:54:20, time: 1.595, data_time: 0.005, memory: 9063, top1_acc: 0.5971, top5_acc: 0.8070, loss_cls: 1.6849, loss: 1.6849, grad_norm: 3.3250 2020-08-12 09:20:59,903 - mmaction - INFO - Epoch [225][440/940] lr: 1.522e-02, eta: 13:53:46, time: 1.611, data_time: 0.006, memory: 9063, top1_acc: 0.6055, top5_acc: 0.8096, loss_cls: 1.6617, loss: 1.6617, grad_norm: 3.2785 2020-08-12 09:21:30,745 - mmaction - INFO - Epoch [225][460/940] lr: 1.522e-02, eta: 13:53:11, time: 1.544, data_time: 0.007, memory: 9063, top1_acc: 0.6105, top5_acc: 0.8182, loss_cls: 1.6207, loss: 1.6207, grad_norm: 3.2993 2020-08-12 09:22:02,738 - mmaction - INFO - Epoch [225][480/940] lr: 1.522e-02, eta: 13:52:37, time: 1.600, data_time: 0.005, memory: 9063, top1_acc: 0.6031, top5_acc: 0.8084, loss_cls: 1.6864, loss: 1.6864, grad_norm: 3.3270 2020-08-12 09:22:35,295 - mmaction - INFO - Epoch [225][500/940] lr: 1.522e-02, eta: 13:52:02, time: 1.626, data_time: 0.002, memory: 9063, top1_acc: 0.6008, top5_acc: 0.8070, loss_cls: 1.6907, loss: 1.6907, grad_norm: 3.3630 2020-08-12 09:23:04,956 - mmaction - INFO - Epoch [225][520/940] lr: 1.522e-02, eta: 13:51:27, time: 1.482, data_time: 0.005, memory: 9063, top1_acc: 0.6074, top5_acc: 0.8131, loss_cls: 1.6775, loss: 1.6775, grad_norm: 3.3577 2020-08-12 09:23:36,923 - mmaction - INFO - Epoch [225][540/940] lr: 1.522e-02, eta: 13:50:53, time: 1.600, data_time: 0.007, memory: 9063, top1_acc: 0.5938, top5_acc: 0.8010, loss_cls: 1.7323, loss: 1.7323, grad_norm: 3.4191 2020-08-12 09:24:10,419 - mmaction - INFO - Epoch [225][560/940] lr: 1.522e-02, eta: 13:50:19, time: 1.670, data_time: 0.009, memory: 9063, top1_acc: 0.6059, top5_acc: 0.8092, loss_cls: 1.6910, loss: 1.6910, grad_norm: 3.3398 2020-08-12 09:24:41,354 - mmaction - INFO - Epoch [225][580/940] lr: 1.522e-02, eta: 13:49:44, time: 1.552, data_time: 0.008, memory: 9063, top1_acc: 0.6293, top5_acc: 0.8182, loss_cls: 1.6225, loss: 1.6225, grad_norm: 3.2698 2020-08-12 09:25:14,164 - mmaction - INFO - Epoch [225][600/940] lr: 1.522e-02, eta: 13:49:10, time: 1.638, data_time: 0.007, memory: 9063, top1_acc: 0.6127, top5_acc: 0.8141, loss_cls: 1.6761, loss: 1.6761, grad_norm: 3.3225 2020-08-12 09:25:45,943 - mmaction - INFO - Epoch [225][620/940] lr: 1.522e-02, eta: 13:48:36, time: 1.591, data_time: 0.007, memory: 9063, top1_acc: 0.6102, top5_acc: 0.8105, loss_cls: 1.6886, loss: 1.6886, grad_norm: 3.3419 2020-08-12 09:26:18,170 - mmaction - INFO - Epoch [225][640/940] lr: 1.522e-02, eta: 13:48:02, time: 1.610, data_time: 0.007, memory: 9063, top1_acc: 0.5957, top5_acc: 0.8086, loss_cls: 1.7189, loss: 1.7189, grad_norm: 3.3289 2020-08-12 09:26:49,028 - mmaction - INFO - Epoch [225][660/940] lr: 1.522e-02, eta: 13:47:27, time: 1.545, data_time: 0.008, memory: 9063, top1_acc: 0.5947, top5_acc: 0.8029, loss_cls: 1.7431, loss: 1.7431, grad_norm: 3.3672 2020-08-12 09:27:19,536 - mmaction - INFO - Epoch [225][680/940] lr: 1.522e-02, eta: 13:46:52, time: 1.523, data_time: 0.005, memory: 9063, top1_acc: 0.5982, top5_acc: 0.8184, loss_cls: 1.6572, loss: 1.6572, grad_norm: 3.3011 2020-08-12 09:27:50,965 - mmaction - INFO - Epoch [225][700/940] lr: 1.522e-02, eta: 13:46:18, time: 1.573, data_time: 0.008, memory: 9063, top1_acc: 0.6045, top5_acc: 0.8086, loss_cls: 1.6841, loss: 1.6841, grad_norm: 3.2788 2020-08-12 09:28:22,100 - mmaction - INFO - Epoch [225][720/940] lr: 1.522e-02, eta: 13:45:43, time: 1.553, data_time: 0.005, memory: 9063, top1_acc: 0.6006, top5_acc: 0.8172, loss_cls: 1.6763, loss: 1.6763, grad_norm: 3.3146 2020-08-12 09:28:53,250 - mmaction - INFO - Epoch [225][740/940] lr: 1.522e-02, eta: 13:45:09, time: 1.561, data_time: 0.007, memory: 9063, top1_acc: 0.6041, top5_acc: 0.8043, loss_cls: 1.7074, loss: 1.7074, grad_norm: 3.3262 2020-08-12 09:29:23,572 - mmaction - INFO - Epoch [225][760/940] lr: 1.522e-02, eta: 13:44:34, time: 1.516, data_time: 0.002, memory: 9063, top1_acc: 0.6033, top5_acc: 0.8125, loss_cls: 1.6767, loss: 1.6767, grad_norm: 3.3341 2020-08-12 09:29:55,086 - mmaction - INFO - Epoch [225][780/940] lr: 1.522e-02, eta: 13:43:59, time: 1.574, data_time: 0.005, memory: 9063, top1_acc: 0.6084, top5_acc: 0.8125, loss_cls: 1.6748, loss: 1.6748, grad_norm: 3.2818 2020-08-12 09:30:27,353 - mmaction - INFO - Epoch [225][800/940] lr: 1.522e-02, eta: 13:43:25, time: 1.609, data_time: 0.007, memory: 9063, top1_acc: 0.5980, top5_acc: 0.8092, loss_cls: 1.6964, loss: 1.6964, grad_norm: 3.3422 2020-08-12 09:30:58,066 - mmaction - INFO - Epoch [225][820/940] lr: 1.522e-02, eta: 13:42:50, time: 1.542, data_time: 0.009, memory: 9063, top1_acc: 0.6051, top5_acc: 0.8049, loss_cls: 1.7284, loss: 1.7284, grad_norm: 3.3936 2020-08-12 09:31:29,060 - mmaction - INFO - Epoch [225][840/940] lr: 1.522e-02, eta: 13:42:16, time: 1.548, data_time: 0.006, memory: 9063, top1_acc: 0.6084, top5_acc: 0.8131, loss_cls: 1.6782, loss: 1.6782, grad_norm: 3.3223 2020-08-12 09:32:01,629 - mmaction - INFO - Epoch [225][860/940] lr: 1.522e-02, eta: 13:41:42, time: 1.630, data_time: 0.007, memory: 9063, top1_acc: 0.6010, top5_acc: 0.8123, loss_cls: 1.6972, loss: 1.6972, grad_norm: 3.3894 2020-08-12 09:32:30,801 - mmaction - INFO - Epoch [225][880/940] lr: 1.522e-02, eta: 13:41:06, time: 1.459, data_time: 0.005, memory: 9063, top1_acc: 0.5967, top5_acc: 0.8100, loss_cls: 1.7078, loss: 1.7078, grad_norm: 3.4070 2020-08-12 09:33:01,455 - mmaction - INFO - Epoch [225][900/940] lr: 1.522e-02, eta: 13:40:32, time: 1.530, data_time: 0.007, memory: 9063, top1_acc: 0.5967, top5_acc: 0.8092, loss_cls: 1.7171, loss: 1.7171, grad_norm: 3.3302 2020-08-12 09:33:32,106 - mmaction - INFO - Epoch [225][920/940] lr: 1.522e-02, eta: 13:39:57, time: 1.534, data_time: 0.007, memory: 9063, top1_acc: 0.6076, top5_acc: 0.8076, loss_cls: 1.6903, loss: 1.6903, grad_norm: 3.3413 2020-08-12 09:34:02,246 - mmaction - INFO - Epoch [225][940/940] lr: 1.522e-02, eta: 13:39:22, time: 1.507, data_time: 0.007, memory: 9063, top1_acc: 0.5990, top5_acc: 0.7995, loss_cls: 1.7334, loss: 1.7334, grad_norm: 3.4279 2020-08-12 09:34:40,795 - mmaction - INFO - Epoch [226][20/940] lr: 1.430e-02, eta: 13:38:50, time: 1.909, data_time: 0.454, memory: 9063, top1_acc: 0.6186, top5_acc: 0.8168, loss_cls: 1.6597, loss: 1.6597, grad_norm: 3.2775 2020-08-12 09:35:10,480 - mmaction - INFO - Epoch [226][40/940] lr: 1.430e-02, eta: 13:38:15, time: 1.483, data_time: 0.005, memory: 9063, top1_acc: 0.6135, top5_acc: 0.8217, loss_cls: 1.6116, loss: 1.6116, grad_norm: 3.3294 2020-08-12 09:35:41,340 - mmaction - INFO - Epoch [226][60/940] lr: 1.430e-02, eta: 13:37:40, time: 1.543, data_time: 0.002, memory: 9063, top1_acc: 0.6096, top5_acc: 0.8150, loss_cls: 1.6629, loss: 1.6629, grad_norm: 3.3761 2020-08-12 09:36:12,942 - mmaction - INFO - Epoch [226][80/940] lr: 1.430e-02, eta: 13:37:06, time: 1.578, data_time: 0.005, memory: 9063, top1_acc: 0.6098, top5_acc: 0.8111, loss_cls: 1.6421, loss: 1.6421, grad_norm: 3.3423 2020-08-12 09:36:43,108 - mmaction - INFO - Epoch [226][100/940] lr: 1.430e-02, eta: 13:36:31, time: 1.511, data_time: 0.006, memory: 9063, top1_acc: 0.6088, top5_acc: 0.8084, loss_cls: 1.6650, loss: 1.6650, grad_norm: 3.3417 2020-08-12 09:37:15,826 - mmaction - INFO - Epoch [226][120/940] lr: 1.430e-02, eta: 13:35:57, time: 1.635, data_time: 0.005, memory: 9063, top1_acc: 0.6137, top5_acc: 0.8125, loss_cls: 1.6583, loss: 1.6583, grad_norm: 3.3816 2020-08-12 09:37:47,678 - mmaction - INFO - Epoch [226][140/940] lr: 1.430e-02, eta: 13:35:22, time: 1.594, data_time: 0.005, memory: 9063, top1_acc: 0.5998, top5_acc: 0.8088, loss_cls: 1.6808, loss: 1.6808, grad_norm: 3.3076 2020-08-12 09:38:19,775 - mmaction - INFO - Epoch [226][160/940] lr: 1.430e-02, eta: 13:34:48, time: 1.603, data_time: 0.007, memory: 9063, top1_acc: 0.6123, top5_acc: 0.8152, loss_cls: 1.6566, loss: 1.6566, grad_norm: 3.3551 2020-08-12 09:38:51,669 - mmaction - INFO - Epoch [226][180/940] lr: 1.430e-02, eta: 13:34:14, time: 1.596, data_time: 0.006, memory: 9063, top1_acc: 0.6193, top5_acc: 0.8133, loss_cls: 1.6431, loss: 1.6431, grad_norm: 3.3963 2020-08-12 09:39:23,815 - mmaction - INFO - Epoch [226][200/940] lr: 1.430e-02, eta: 13:33:39, time: 1.608, data_time: 0.003, memory: 9063, top1_acc: 0.6193, top5_acc: 0.8187, loss_cls: 1.6038, loss: 1.6038, grad_norm: 3.2765 2020-08-12 09:39:55,917 - mmaction - INFO - Epoch [226][220/940] lr: 1.430e-02, eta: 13:33:05, time: 1.603, data_time: 0.006, memory: 9063, top1_acc: 0.6094, top5_acc: 0.8090, loss_cls: 1.6676, loss: 1.6676, grad_norm: 3.3509 2020-08-12 09:40:29,274 - mmaction - INFO - Epoch [226][240/940] lr: 1.430e-02, eta: 13:32:31, time: 1.669, data_time: 0.007, memory: 9063, top1_acc: 0.6180, top5_acc: 0.8148, loss_cls: 1.6438, loss: 1.6438, grad_norm: 3.3405 2020-08-12 09:41:01,197 - mmaction - INFO - Epoch [226][260/940] lr: 1.430e-02, eta: 13:31:57, time: 1.595, data_time: 0.010, memory: 9063, top1_acc: 0.6002, top5_acc: 0.8137, loss_cls: 1.6849, loss: 1.6849, grad_norm: 3.3541 2020-08-12 09:41:34,591 - mmaction - INFO - Epoch [226][280/940] lr: 1.430e-02, eta: 13:31:23, time: 1.672, data_time: 0.006, memory: 9063, top1_acc: 0.6045, top5_acc: 0.8199, loss_cls: 1.6592, loss: 1.6592, grad_norm: 3.3300 2020-08-12 09:42:07,899 - mmaction - INFO - Epoch [226][300/940] lr: 1.430e-02, eta: 13:30:49, time: 1.666, data_time: 0.003, memory: 9063, top1_acc: 0.6250, top5_acc: 0.8215, loss_cls: 1.5873, loss: 1.5873, grad_norm: 3.2529 2020-08-12 09:42:41,154 - mmaction - INFO - Epoch [226][320/940] lr: 1.430e-02, eta: 13:30:15, time: 1.661, data_time: 0.008, memory: 9063, top1_acc: 0.6100, top5_acc: 0.8139, loss_cls: 1.6468, loss: 1.6468, grad_norm: 3.3483 2020-08-12 09:43:13,870 - mmaction - INFO - Epoch [226][340/940] lr: 1.430e-02, eta: 13:29:41, time: 1.637, data_time: 0.005, memory: 9063, top1_acc: 0.6082, top5_acc: 0.8152, loss_cls: 1.6563, loss: 1.6563, grad_norm: 3.4215 2020-08-12 09:43:47,555 - mmaction - INFO - Epoch [226][360/940] lr: 1.430e-02, eta: 13:29:08, time: 1.682, data_time: 0.009, memory: 9063, top1_acc: 0.6041, top5_acc: 0.8070, loss_cls: 1.6775, loss: 1.6775, grad_norm: 3.4160 2020-08-12 09:44:19,692 - mmaction - INFO - Epoch [226][380/940] lr: 1.430e-02, eta: 13:28:33, time: 1.608, data_time: 0.006, memory: 9063, top1_acc: 0.6195, top5_acc: 0.8229, loss_cls: 1.6235, loss: 1.6235, grad_norm: 3.3551 2020-08-12 09:44:51,822 - mmaction - INFO - Epoch [226][400/940] lr: 1.430e-02, eta: 13:27:59, time: 1.602, data_time: 0.006, memory: 9063, top1_acc: 0.6084, top5_acc: 0.8096, loss_cls: 1.6688, loss: 1.6688, grad_norm: 3.4308 2020-08-12 09:45:23,848 - mmaction - INFO - Epoch [226][420/940] lr: 1.430e-02, eta: 13:27:25, time: 1.603, data_time: 0.008, memory: 9063, top1_acc: 0.6160, top5_acc: 0.8129, loss_cls: 1.6374, loss: 1.6374, grad_norm: 3.3051 2020-08-12 09:45:56,983 - mmaction - INFO - Epoch [226][440/940] lr: 1.430e-02, eta: 13:26:51, time: 1.660, data_time: 0.007, memory: 9063, top1_acc: 0.6102, top5_acc: 0.8061, loss_cls: 1.6785, loss: 1.6785, grad_norm: 3.3179 2020-08-12 09:46:30,213 - mmaction - INFO - Epoch [226][460/940] lr: 1.430e-02, eta: 13:26:17, time: 1.661, data_time: 0.006, memory: 9063, top1_acc: 0.6045, top5_acc: 0.8063, loss_cls: 1.6852, loss: 1.6852, grad_norm: 3.3852 2020-08-12 09:47:04,645 - mmaction - INFO - Epoch [226][480/940] lr: 1.430e-02, eta: 13:25:44, time: 1.723, data_time: 0.006, memory: 9063, top1_acc: 0.6088, top5_acc: 0.8090, loss_cls: 1.6651, loss: 1.6651, grad_norm: 3.3957 2020-08-12 09:47:37,807 - mmaction - INFO - Epoch [226][500/940] lr: 1.430e-02, eta: 13:25:10, time: 1.655, data_time: 0.005, memory: 9063, top1_acc: 0.6047, top5_acc: 0.8146, loss_cls: 1.6581, loss: 1.6581, grad_norm: 3.4593 2020-08-12 09:48:10,643 - mmaction - INFO - Epoch [226][520/940] lr: 1.430e-02, eta: 13:24:36, time: 1.644, data_time: 0.007, memory: 9063, top1_acc: 0.6162, top5_acc: 0.8127, loss_cls: 1.6438, loss: 1.6438, grad_norm: 3.3099 2020-08-12 09:48:43,321 - mmaction - INFO - Epoch [226][540/940] lr: 1.430e-02, eta: 13:24:01, time: 1.632, data_time: 0.008, memory: 9063, top1_acc: 0.5979, top5_acc: 0.8063, loss_cls: 1.6970, loss: 1.6970, grad_norm: 3.4119 2020-08-12 09:49:15,825 - mmaction - INFO - Epoch [226][560/940] lr: 1.430e-02, eta: 13:23:27, time: 1.626, data_time: 0.007, memory: 9063, top1_acc: 0.6008, top5_acc: 0.8094, loss_cls: 1.6830, loss: 1.6830, grad_norm: 3.3565 2020-08-12 09:49:47,236 - mmaction - INFO - Epoch [226][580/940] lr: 1.430e-02, eta: 13:22:53, time: 1.569, data_time: 0.008, memory: 9063, top1_acc: 0.5949, top5_acc: 0.7992, loss_cls: 1.7099, loss: 1.7099, grad_norm: 3.4114 2020-08-12 09:50:18,728 - mmaction - INFO - Epoch [226][600/940] lr: 1.430e-02, eta: 13:22:18, time: 1.574, data_time: 0.007, memory: 9063, top1_acc: 0.6062, top5_acc: 0.8117, loss_cls: 1.6825, loss: 1.6825, grad_norm: 3.4090 2020-08-12 09:50:51,658 - mmaction - INFO - Epoch [226][620/940] lr: 1.430e-02, eta: 13:21:45, time: 1.649, data_time: 0.007, memory: 9063, top1_acc: 0.5973, top5_acc: 0.8096, loss_cls: 1.6979, loss: 1.6979, grad_norm: 3.3569 2020-08-12 09:51:24,467 - mmaction - INFO - Epoch [226][640/940] lr: 1.430e-02, eta: 13:21:10, time: 1.639, data_time: 0.005, memory: 9063, top1_acc: 0.6115, top5_acc: 0.8152, loss_cls: 1.6477, loss: 1.6477, grad_norm: 3.3668 2020-08-12 09:51:57,423 - mmaction - INFO - Epoch [226][660/940] lr: 1.430e-02, eta: 13:20:37, time: 1.648, data_time: 0.007, memory: 9063, top1_acc: 0.6139, top5_acc: 0.8152, loss_cls: 1.6368, loss: 1.6368, grad_norm: 3.3377 2020-08-12 09:52:31,284 - mmaction - INFO - Epoch [226][680/940] lr: 1.430e-02, eta: 13:20:03, time: 1.693, data_time: 0.007, memory: 9063, top1_acc: 0.6078, top5_acc: 0.8064, loss_cls: 1.6609, loss: 1.6609, grad_norm: 3.3393 2020-08-12 09:53:04,451 - mmaction - INFO - Epoch [226][700/940] lr: 1.430e-02, eta: 13:19:29, time: 1.660, data_time: 0.005, memory: 9063, top1_acc: 0.6062, top5_acc: 0.8035, loss_cls: 1.6866, loss: 1.6866, grad_norm: 3.4154 2020-08-12 09:53:36,784 - mmaction - INFO - Epoch [226][720/940] lr: 1.430e-02, eta: 13:18:55, time: 1.616, data_time: 0.005, memory: 9063, top1_acc: 0.6021, top5_acc: 0.8092, loss_cls: 1.7030, loss: 1.7030, grad_norm: 3.3944 2020-08-12 09:54:08,788 - mmaction - INFO - Epoch [226][740/940] lr: 1.430e-02, eta: 13:18:20, time: 1.599, data_time: 0.004, memory: 9063, top1_acc: 0.6070, top5_acc: 0.8102, loss_cls: 1.6587, loss: 1.6587, grad_norm: 3.3752 2020-08-12 09:54:41,918 - mmaction - INFO - Epoch [226][760/940] lr: 1.430e-02, eta: 13:17:47, time: 1.654, data_time: 0.006, memory: 9063, top1_acc: 0.6094, top5_acc: 0.8043, loss_cls: 1.7105, loss: 1.7105, grad_norm: 3.3930 2020-08-12 09:55:15,315 - mmaction - INFO - Epoch [226][780/940] lr: 1.430e-02, eta: 13:17:13, time: 1.671, data_time: 0.007, memory: 9063, top1_acc: 0.6186, top5_acc: 0.8229, loss_cls: 1.6094, loss: 1.6094, grad_norm: 3.3490 2020-08-12 09:55:48,047 - mmaction - INFO - Epoch [226][800/940] lr: 1.430e-02, eta: 13:16:39, time: 1.640, data_time: 0.007, memory: 9063, top1_acc: 0.6014, top5_acc: 0.8131, loss_cls: 1.6610, loss: 1.6610, grad_norm: 3.4357 2020-08-12 09:56:21,025 - mmaction - INFO - Epoch [226][820/940] lr: 1.430e-02, eta: 13:16:05, time: 1.646, data_time: 0.004, memory: 9063, top1_acc: 0.5953, top5_acc: 0.8006, loss_cls: 1.7262, loss: 1.7262, grad_norm: 3.3730 2020-08-12 09:56:53,407 - mmaction - INFO - Epoch [226][840/940] lr: 1.430e-02, eta: 13:15:31, time: 1.622, data_time: 0.006, memory: 9063, top1_acc: 0.6076, top5_acc: 0.8098, loss_cls: 1.6851, loss: 1.6851, grad_norm: 3.3908 2020-08-12 09:57:26,289 - mmaction - INFO - Epoch [226][860/940] lr: 1.430e-02, eta: 13:14:57, time: 1.641, data_time: 0.005, memory: 9063, top1_acc: 0.6027, top5_acc: 0.8154, loss_cls: 1.6423, loss: 1.6423, grad_norm: 3.2830 2020-08-12 09:57:58,922 - mmaction - INFO - Epoch [226][880/940] lr: 1.430e-02, eta: 13:14:23, time: 1.635, data_time: 0.006, memory: 9063, top1_acc: 0.6080, top5_acc: 0.8072, loss_cls: 1.6944, loss: 1.6944, grad_norm: 3.4209 2020-08-12 09:58:32,324 - mmaction - INFO - Epoch [226][900/940] lr: 1.430e-02, eta: 13:13:49, time: 1.666, data_time: 0.007, memory: 9063, top1_acc: 0.6141, top5_acc: 0.8162, loss_cls: 1.6417, loss: 1.6417, grad_norm: 3.3586 2020-08-12 09:59:04,881 - mmaction - INFO - Epoch [226][920/940] lr: 1.430e-02, eta: 13:13:15, time: 1.630, data_time: 0.007, memory: 9063, top1_acc: 0.6182, top5_acc: 0.8152, loss_cls: 1.6606, loss: 1.6606, grad_norm: 3.3501 2020-08-12 09:59:36,953 - mmaction - INFO - Epoch [226][940/940] lr: 1.430e-02, eta: 13:12:40, time: 1.604, data_time: 0.007, memory: 9063, top1_acc: 0.6057, top5_acc: 0.8157, loss_cls: 1.6598, loss: 1.6598, grad_norm: 3.4361 2020-08-12 10:00:23,301 - mmaction - INFO - Epoch [227][20/940] lr: 1.340e-02, eta: 13:12:10, time: 2.292, data_time: 0.425, memory: 9063, top1_acc: 0.6137, top5_acc: 0.8244, loss_cls: 1.6138, loss: 1.6138, grad_norm: 3.2844 2020-08-12 10:00:51,723 - mmaction - INFO - Epoch [227][40/940] lr: 1.340e-02, eta: 13:11:35, time: 1.428, data_time: 0.022, memory: 9063, top1_acc: 0.6188, top5_acc: 0.8166, loss_cls: 1.6271, loss: 1.6271, grad_norm: 3.3271 2020-08-12 10:01:21,373 - mmaction - INFO - Epoch [227][60/940] lr: 1.340e-02, eta: 13:11:00, time: 1.481, data_time: 0.005, memory: 9063, top1_acc: 0.6100, top5_acc: 0.8111, loss_cls: 1.6748, loss: 1.6748, grad_norm: 3.4114 2020-08-12 10:01:53,883 - mmaction - INFO - Epoch [227][80/940] lr: 1.340e-02, eta: 13:10:26, time: 1.627, data_time: 0.006, memory: 9063, top1_acc: 0.6035, top5_acc: 0.8092, loss_cls: 1.6723, loss: 1.6723, grad_norm: 3.3759 2020-08-12 10:02:25,860 - mmaction - INFO - Epoch [227][100/940] lr: 1.340e-02, eta: 13:09:52, time: 1.597, data_time: 0.006, memory: 9063, top1_acc: 0.6248, top5_acc: 0.8223, loss_cls: 1.6165, loss: 1.6165, grad_norm: 3.3760 2020-08-12 10:02:59,393 - mmaction - INFO - Epoch [227][120/940] lr: 1.340e-02, eta: 13:09:18, time: 1.674, data_time: 0.005, memory: 9063, top1_acc: 0.6102, top5_acc: 0.8047, loss_cls: 1.6817, loss: 1.6817, grad_norm: 3.4326 2020-08-12 10:03:31,321 - mmaction - INFO - Epoch [227][140/940] lr: 1.340e-02, eta: 13:08:44, time: 1.601, data_time: 0.008, memory: 9063, top1_acc: 0.6158, top5_acc: 0.8166, loss_cls: 1.6200, loss: 1.6200, grad_norm: 3.4222 2020-08-12 10:04:04,169 - mmaction - INFO - Epoch [227][160/940] lr: 1.340e-02, eta: 13:08:10, time: 1.637, data_time: 0.007, memory: 9063, top1_acc: 0.6049, top5_acc: 0.8102, loss_cls: 1.6873, loss: 1.6873, grad_norm: 3.3686 2020-08-12 10:04:37,244 - mmaction - INFO - Epoch [227][180/940] lr: 1.340e-02, eta: 13:07:36, time: 1.659, data_time: 0.009, memory: 9063, top1_acc: 0.6299, top5_acc: 0.8170, loss_cls: 1.6176, loss: 1.6176, grad_norm: 3.3521 2020-08-12 10:05:09,793 - mmaction - INFO - Epoch [227][200/940] lr: 1.340e-02, eta: 13:07:02, time: 1.626, data_time: 0.006, memory: 9063, top1_acc: 0.6080, top5_acc: 0.8125, loss_cls: 1.6557, loss: 1.6557, grad_norm: 3.4094 2020-08-12 10:05:41,710 - mmaction - INFO - Epoch [227][220/940] lr: 1.340e-02, eta: 13:06:27, time: 1.598, data_time: 0.007, memory: 9063, top1_acc: 0.6309, top5_acc: 0.8111, loss_cls: 1.5938, loss: 1.5938, grad_norm: 3.3963 2020-08-12 10:06:16,288 - mmaction - INFO - Epoch [227][240/940] lr: 1.340e-02, eta: 13:05:54, time: 1.728, data_time: 0.007, memory: 9063, top1_acc: 0.6113, top5_acc: 0.8123, loss_cls: 1.6546, loss: 1.6546, grad_norm: 3.4575 2020-08-12 10:06:48,606 - mmaction - INFO - Epoch [227][260/940] lr: 1.340e-02, eta: 13:05:20, time: 1.616, data_time: 0.004, memory: 9063, top1_acc: 0.6129, top5_acc: 0.8143, loss_cls: 1.6470, loss: 1.6470, grad_norm: 3.3619 2020-08-12 10:07:21,599 - mmaction - INFO - Epoch [227][280/940] lr: 1.340e-02, eta: 13:04:46, time: 1.649, data_time: 0.009, memory: 9063, top1_acc: 0.6244, top5_acc: 0.8248, loss_cls: 1.5905, loss: 1.5905, grad_norm: 3.3855 2020-08-12 10:07:54,002 - mmaction - INFO - Epoch [227][300/940] lr: 1.340e-02, eta: 13:04:12, time: 1.622, data_time: 0.005, memory: 9063, top1_acc: 0.6135, top5_acc: 0.8145, loss_cls: 1.6559, loss: 1.6559, grad_norm: 3.4822 2020-08-12 10:08:26,664 - mmaction - INFO - Epoch [227][320/940] lr: 1.340e-02, eta: 13:03:38, time: 1.632, data_time: 0.005, memory: 9063, top1_acc: 0.6248, top5_acc: 0.8141, loss_cls: 1.6337, loss: 1.6337, grad_norm: 3.4181 2020-08-12 10:08:58,614 - mmaction - INFO - Epoch [227][340/940] lr: 1.340e-02, eta: 13:03:03, time: 1.599, data_time: 0.005, memory: 9063, top1_acc: 0.6111, top5_acc: 0.8127, loss_cls: 1.6301, loss: 1.6301, grad_norm: 3.3924 2020-08-12 10:09:30,803 - mmaction - INFO - Epoch [227][360/940] lr: 1.340e-02, eta: 13:02:29, time: 1.607, data_time: 0.006, memory: 9063, top1_acc: 0.6256, top5_acc: 0.8186, loss_cls: 1.6164, loss: 1.6164, grad_norm: 3.3298 2020-08-12 10:10:03,821 - mmaction - INFO - Epoch [227][380/940] lr: 1.340e-02, eta: 13:01:55, time: 1.654, data_time: 0.007, memory: 9063, top1_acc: 0.6195, top5_acc: 0.8187, loss_cls: 1.5992, loss: 1.5992, grad_norm: 3.4253 2020-08-12 10:10:36,733 - mmaction - INFO - Epoch [227][400/940] lr: 1.340e-02, eta: 13:01:21, time: 1.645, data_time: 0.002, memory: 9063, top1_acc: 0.6070, top5_acc: 0.8104, loss_cls: 1.6783, loss: 1.6783, grad_norm: 3.4843 2020-08-12 10:11:08,671 - mmaction - INFO - Epoch [227][420/940] lr: 1.340e-02, eta: 13:00:47, time: 1.595, data_time: 0.005, memory: 9063, top1_acc: 0.6088, top5_acc: 0.8086, loss_cls: 1.6889, loss: 1.6889, grad_norm: 3.4310 2020-08-12 10:11:40,852 - mmaction - INFO - Epoch [227][440/940] lr: 1.340e-02, eta: 13:00:13, time: 1.610, data_time: 0.007, memory: 9063, top1_acc: 0.6113, top5_acc: 0.8168, loss_cls: 1.6413, loss: 1.6413, grad_norm: 3.4355 2020-08-12 10:12:13,585 - mmaction - INFO - Epoch [227][460/940] lr: 1.340e-02, eta: 12:59:39, time: 1.634, data_time: 0.006, memory: 9063, top1_acc: 0.6115, top5_acc: 0.8094, loss_cls: 1.6667, loss: 1.6667, grad_norm: 3.4714 2020-08-12 10:12:45,194 - mmaction - INFO - Epoch [227][480/940] lr: 1.340e-02, eta: 12:59:04, time: 1.582, data_time: 0.007, memory: 9063, top1_acc: 0.6121, top5_acc: 0.8109, loss_cls: 1.6417, loss: 1.6417, grad_norm: 3.4024 2020-08-12 10:13:18,987 - mmaction - INFO - Epoch [227][500/940] lr: 1.340e-02, eta: 12:58:31, time: 1.690, data_time: 0.006, memory: 9063, top1_acc: 0.6084, top5_acc: 0.8189, loss_cls: 1.6597, loss: 1.6597, grad_norm: 3.4623 2020-08-12 10:13:51,871 - mmaction - INFO - Epoch [227][520/940] lr: 1.340e-02, eta: 12:57:57, time: 1.646, data_time: 0.007, memory: 9063, top1_acc: 0.5945, top5_acc: 0.8094, loss_cls: 1.7137, loss: 1.7137, grad_norm: 3.4639 2020-08-12 10:14:24,107 - mmaction - INFO - Epoch [227][540/940] lr: 1.340e-02, eta: 12:57:22, time: 1.611, data_time: 0.005, memory: 9063, top1_acc: 0.6170, top5_acc: 0.8213, loss_cls: 1.6153, loss: 1.6153, grad_norm: 3.4009 2020-08-12 10:14:57,504 - mmaction - INFO - Epoch [227][560/940] lr: 1.340e-02, eta: 12:56:49, time: 1.669, data_time: 0.006, memory: 9063, top1_acc: 0.6158, top5_acc: 0.8242, loss_cls: 1.6311, loss: 1.6311, grad_norm: 3.4008 2020-08-12 10:15:30,212 - mmaction - INFO - Epoch [227][580/940] lr: 1.340e-02, eta: 12:56:15, time: 1.635, data_time: 0.007, memory: 9063, top1_acc: 0.6111, top5_acc: 0.8131, loss_cls: 1.6463, loss: 1.6463, grad_norm: 3.3944 2020-08-12 10:16:02,497 - mmaction - INFO - Epoch [227][600/940] lr: 1.340e-02, eta: 12:55:40, time: 1.615, data_time: 0.007, memory: 9063, top1_acc: 0.6195, top5_acc: 0.8146, loss_cls: 1.6469, loss: 1.6469, grad_norm: 3.3913 2020-08-12 10:16:34,858 - mmaction - INFO - Epoch [227][620/940] lr: 1.340e-02, eta: 12:55:06, time: 1.619, data_time: 0.008, memory: 9063, top1_acc: 0.6135, top5_acc: 0.8193, loss_cls: 1.6387, loss: 1.6387, grad_norm: 3.3718 2020-08-12 10:17:08,020 - mmaction - INFO - Epoch [227][640/940] lr: 1.340e-02, eta: 12:54:32, time: 1.658, data_time: 0.005, memory: 9063, top1_acc: 0.6053, top5_acc: 0.8051, loss_cls: 1.7047, loss: 1.7047, grad_norm: 3.3845 2020-08-12 10:17:41,526 - mmaction - INFO - Epoch [227][660/940] lr: 1.340e-02, eta: 12:53:59, time: 1.676, data_time: 0.005, memory: 9063, top1_acc: 0.5992, top5_acc: 0.8064, loss_cls: 1.6852, loss: 1.6852, grad_norm: 3.4595 2020-08-12 10:18:12,967 - mmaction - INFO - Epoch [227][680/940] lr: 1.340e-02, eta: 12:53:24, time: 1.567, data_time: 0.005, memory: 9063, top1_acc: 0.6068, top5_acc: 0.8187, loss_cls: 1.6405, loss: 1.6405, grad_norm: 3.4477 2020-08-12 10:18:45,720 - mmaction - INFO - Epoch [227][700/940] lr: 1.340e-02, eta: 12:52:50, time: 1.644, data_time: 0.008, memory: 9063, top1_acc: 0.6172, top5_acc: 0.8154, loss_cls: 1.6263, loss: 1.6263, grad_norm: 3.4070 2020-08-12 10:19:18,689 - mmaction - INFO - Epoch [227][720/940] lr: 1.340e-02, eta: 12:52:16, time: 1.647, data_time: 0.008, memory: 9063, top1_acc: 0.5998, top5_acc: 0.8047, loss_cls: 1.7147, loss: 1.7147, grad_norm: 3.4347 2020-08-12 10:19:48,830 - mmaction - INFO - Epoch [227][740/940] lr: 1.340e-02, eta: 12:51:41, time: 1.508, data_time: 0.005, memory: 9063, top1_acc: 0.6131, top5_acc: 0.8059, loss_cls: 1.6868, loss: 1.6868, grad_norm: 3.3636 2020-08-12 10:20:21,076 - mmaction - INFO - Epoch [227][760/940] lr: 1.340e-02, eta: 12:51:07, time: 1.608, data_time: 0.005, memory: 9063, top1_acc: 0.6119, top5_acc: 0.8217, loss_cls: 1.6277, loss: 1.6277, grad_norm: 3.3796 2020-08-12 10:20:52,931 - mmaction - INFO - Epoch [227][780/940] lr: 1.340e-02, eta: 12:50:33, time: 1.598, data_time: 0.007, memory: 9063, top1_acc: 0.6244, top5_acc: 0.8254, loss_cls: 1.5967, loss: 1.5967, grad_norm: 3.3736 2020-08-12 10:21:25,779 - mmaction - INFO - Epoch [227][800/940] lr: 1.340e-02, eta: 12:49:59, time: 1.640, data_time: 0.004, memory: 9063, top1_acc: 0.6076, top5_acc: 0.8092, loss_cls: 1.6739, loss: 1.6739, grad_norm: 3.4440 2020-08-12 10:21:58,733 - mmaction - INFO - Epoch [227][820/940] lr: 1.340e-02, eta: 12:49:25, time: 1.650, data_time: 0.007, memory: 9063, top1_acc: 0.6197, top5_acc: 0.8152, loss_cls: 1.6416, loss: 1.6416, grad_norm: 3.4723 2020-08-12 10:22:31,585 - mmaction - INFO - Epoch [227][840/940] lr: 1.340e-02, eta: 12:48:51, time: 1.637, data_time: 0.005, memory: 9063, top1_acc: 0.6141, top5_acc: 0.8082, loss_cls: 1.6683, loss: 1.6683, grad_norm: 3.3971 2020-08-12 10:23:02,838 - mmaction - INFO - Epoch [227][860/940] lr: 1.340e-02, eta: 12:48:17, time: 1.566, data_time: 0.008, memory: 9063, top1_acc: 0.6070, top5_acc: 0.8133, loss_cls: 1.6444, loss: 1.6444, grad_norm: 3.4839 2020-08-12 10:23:32,771 - mmaction - INFO - Epoch [227][880/940] lr: 1.340e-02, eta: 12:47:42, time: 1.499, data_time: 0.005, memory: 9063, top1_acc: 0.6055, top5_acc: 0.8123, loss_cls: 1.6756, loss: 1.6756, grad_norm: 3.4335 2020-08-12 10:24:05,382 - mmaction - INFO - Epoch [227][900/940] lr: 1.340e-02, eta: 12:47:08, time: 1.625, data_time: 0.004, memory: 9063, top1_acc: 0.5963, top5_acc: 0.8066, loss_cls: 1.6840, loss: 1.6840, grad_norm: 3.4325 2020-08-12 10:24:37,804 - mmaction - INFO - Epoch [227][920/940] lr: 1.340e-02, eta: 12:46:34, time: 1.626, data_time: 0.008, memory: 9063, top1_acc: 0.6143, top5_acc: 0.8109, loss_cls: 1.6511, loss: 1.6511, grad_norm: 3.4410 2020-08-12 10:25:10,141 - mmaction - INFO - Epoch [227][940/940] lr: 1.340e-02, eta: 12:46:00, time: 1.618, data_time: 0.005, memory: 9063, top1_acc: 0.6199, top5_acc: 0.8235, loss_cls: 1.6205, loss: 1.6205, grad_norm: 3.4293 2020-08-12 10:25:50,893 - mmaction - INFO - Epoch [228][20/940] lr: 1.253e-02, eta: 12:45:28, time: 2.019, data_time: 0.571, memory: 9063, top1_acc: 0.6078, top5_acc: 0.8117, loss_cls: 1.6761, loss: 1.6761, grad_norm: 3.4251 2020-08-12 10:26:21,340 - mmaction - INFO - Epoch [228][40/940] lr: 1.253e-02, eta: 12:44:53, time: 1.523, data_time: 0.004, memory: 9063, top1_acc: 0.6197, top5_acc: 0.8186, loss_cls: 1.6343, loss: 1.6343, grad_norm: 3.4586 2020-08-12 10:26:53,605 - mmaction - INFO - Epoch [228][60/940] lr: 1.253e-02, eta: 12:44:19, time: 1.614, data_time: 0.005, memory: 9063, top1_acc: 0.6154, top5_acc: 0.8115, loss_cls: 1.6571, loss: 1.6571, grad_norm: 3.4557 2020-08-12 10:27:27,521 - mmaction - INFO - Epoch [228][80/940] lr: 1.253e-02, eta: 12:43:45, time: 1.695, data_time: 0.003, memory: 9063, top1_acc: 0.6143, top5_acc: 0.8127, loss_cls: 1.6395, loss: 1.6395, grad_norm: 3.4549 2020-08-12 10:27:59,800 - mmaction - INFO - Epoch [228][100/940] lr: 1.253e-02, eta: 12:43:11, time: 1.613, data_time: 0.005, memory: 9063, top1_acc: 0.6207, top5_acc: 0.8254, loss_cls: 1.5894, loss: 1.5894, grad_norm: 3.3818 2020-08-12 10:28:32,335 - mmaction - INFO - Epoch [228][120/940] lr: 1.253e-02, eta: 12:42:37, time: 1.628, data_time: 0.005, memory: 9063, top1_acc: 0.6254, top5_acc: 0.8174, loss_cls: 1.6039, loss: 1.6039, grad_norm: 3.4010 2020-08-12 10:29:04,156 - mmaction - INFO - Epoch [228][140/940] lr: 1.253e-02, eta: 12:42:03, time: 1.592, data_time: 0.010, memory: 9063, top1_acc: 0.6344, top5_acc: 0.8330, loss_cls: 1.5434, loss: 1.5434, grad_norm: 3.3795 2020-08-12 10:29:38,458 - mmaction - INFO - Epoch [228][160/940] lr: 1.253e-02, eta: 12:41:29, time: 1.710, data_time: 0.003, memory: 9063, top1_acc: 0.6215, top5_acc: 0.8199, loss_cls: 1.6014, loss: 1.6014, grad_norm: 3.4065 2020-08-12 10:30:09,175 - mmaction - INFO - Epoch [228][180/940] lr: 1.253e-02, eta: 12:40:55, time: 1.541, data_time: 0.008, memory: 9063, top1_acc: 0.6234, top5_acc: 0.8244, loss_cls: 1.5871, loss: 1.5871, grad_norm: 3.4532 2020-08-12 10:30:43,350 - mmaction - INFO - Epoch [228][200/940] lr: 1.253e-02, eta: 12:40:21, time: 1.709, data_time: 0.002, memory: 9063, top1_acc: 0.6289, top5_acc: 0.8236, loss_cls: 1.5925, loss: 1.5925, grad_norm: 3.4481 2020-08-12 10:31:14,976 - mmaction - INFO - Epoch [228][220/940] lr: 1.253e-02, eta: 12:39:47, time: 1.580, data_time: 0.005, memory: 9063, top1_acc: 0.6137, top5_acc: 0.8195, loss_cls: 1.6213, loss: 1.6213, grad_norm: 3.4773 2020-08-12 10:31:46,390 - mmaction - INFO - Epoch [228][240/940] lr: 1.253e-02, eta: 12:39:12, time: 1.572, data_time: 0.006, memory: 9063, top1_acc: 0.6256, top5_acc: 0.8234, loss_cls: 1.5951, loss: 1.5951, grad_norm: 3.4319 2020-08-12 10:32:18,702 - mmaction - INFO - Epoch [228][260/940] lr: 1.253e-02, eta: 12:38:38, time: 1.614, data_time: 0.006, memory: 9063, top1_acc: 0.6156, top5_acc: 0.8215, loss_cls: 1.6340, loss: 1.6340, grad_norm: 3.4706 2020-08-12 10:32:51,303 - mmaction - INFO - Epoch [228][280/940] lr: 1.253e-02, eta: 12:38:04, time: 1.629, data_time: 0.007, memory: 9063, top1_acc: 0.6246, top5_acc: 0.8189, loss_cls: 1.6070, loss: 1.6070, grad_norm: 3.4333 2020-08-12 10:33:23,321 - mmaction - INFO - Epoch [228][300/940] lr: 1.253e-02, eta: 12:37:30, time: 1.604, data_time: 0.005, memory: 9063, top1_acc: 0.6121, top5_acc: 0.8025, loss_cls: 1.6928, loss: 1.6928, grad_norm: 3.4747 2020-08-12 10:33:56,469 - mmaction - INFO - Epoch [228][320/940] lr: 1.253e-02, eta: 12:36:56, time: 1.656, data_time: 0.009, memory: 9063, top1_acc: 0.6059, top5_acc: 0.8150, loss_cls: 1.6665, loss: 1.6665, grad_norm: 3.4425 2020-08-12 10:34:28,693 - mmaction - INFO - Epoch [228][340/940] lr: 1.253e-02, eta: 12:36:22, time: 1.613, data_time: 0.006, memory: 9063, top1_acc: 0.6129, top5_acc: 0.8174, loss_cls: 1.6359, loss: 1.6359, grad_norm: 3.4917 2020-08-12 10:35:01,186 - mmaction - INFO - Epoch [228][360/940] lr: 1.253e-02, eta: 12:35:48, time: 1.624, data_time: 0.008, memory: 9063, top1_acc: 0.6195, top5_acc: 0.8156, loss_cls: 1.6271, loss: 1.6271, grad_norm: 3.4626 2020-08-12 10:35:32,879 - mmaction - INFO - Epoch [228][380/940] lr: 1.253e-02, eta: 12:35:14, time: 1.586, data_time: 0.005, memory: 9063, top1_acc: 0.6074, top5_acc: 0.8213, loss_cls: 1.6291, loss: 1.6291, grad_norm: 3.5138 2020-08-12 10:36:05,164 - mmaction - INFO - Epoch [228][400/940] lr: 1.253e-02, eta: 12:34:40, time: 1.614, data_time: 0.003, memory: 9063, top1_acc: 0.6166, top5_acc: 0.8154, loss_cls: 1.6479, loss: 1.6479, grad_norm: 3.5428 2020-08-12 10:36:37,960 - mmaction - INFO - Epoch [228][420/940] lr: 1.253e-02, eta: 12:34:06, time: 1.641, data_time: 0.005, memory: 9063, top1_acc: 0.6205, top5_acc: 0.8230, loss_cls: 1.6011, loss: 1.6011, grad_norm: 3.4282 2020-08-12 10:37:09,656 - mmaction - INFO - Epoch [228][440/940] lr: 1.253e-02, eta: 12:33:31, time: 1.580, data_time: 0.007, memory: 9063, top1_acc: 0.6162, top5_acc: 0.8230, loss_cls: 1.6258, loss: 1.6258, grad_norm: 3.5147 2020-08-12 10:37:41,998 - mmaction - INFO - Epoch [228][460/940] lr: 1.253e-02, eta: 12:32:57, time: 1.619, data_time: 0.009, memory: 9063, top1_acc: 0.6191, top5_acc: 0.8313, loss_cls: 1.5804, loss: 1.5804, grad_norm: 3.4970 2020-08-12 10:38:14,042 - mmaction - INFO - Epoch [228][480/940] lr: 1.253e-02, eta: 12:32:23, time: 1.605, data_time: 0.012, memory: 9063, top1_acc: 0.6227, top5_acc: 0.8180, loss_cls: 1.6074, loss: 1.6074, grad_norm: 3.4529 2020-08-12 10:38:46,478 - mmaction - INFO - Epoch [228][500/940] lr: 1.253e-02, eta: 12:31:49, time: 1.620, data_time: 0.007, memory: 9063, top1_acc: 0.6172, top5_acc: 0.8189, loss_cls: 1.6321, loss: 1.6321, grad_norm: 3.4411 2020-08-12 10:39:19,628 - mmaction - INFO - Epoch [228][520/940] lr: 1.253e-02, eta: 12:31:15, time: 1.659, data_time: 0.006, memory: 9063, top1_acc: 0.6133, top5_acc: 0.8209, loss_cls: 1.6087, loss: 1.6087, grad_norm: 3.4804 2020-08-12 10:39:52,507 - mmaction - INFO - Epoch [228][540/940] lr: 1.253e-02, eta: 12:30:41, time: 1.642, data_time: 0.009, memory: 9063, top1_acc: 0.6131, top5_acc: 0.8100, loss_cls: 1.6620, loss: 1.6620, grad_norm: 3.4953 2020-08-12 10:40:25,225 - mmaction - INFO - Epoch [228][560/940] lr: 1.253e-02, eta: 12:30:07, time: 1.634, data_time: 0.007, memory: 9063, top1_acc: 0.6156, top5_acc: 0.8104, loss_cls: 1.6570, loss: 1.6570, grad_norm: 3.4862 2020-08-12 10:40:57,436 - mmaction - INFO - Epoch [228][580/940] lr: 1.253e-02, eta: 12:29:33, time: 1.615, data_time: 0.007, memory: 9063, top1_acc: 0.6170, top5_acc: 0.8160, loss_cls: 1.6436, loss: 1.6436, grad_norm: 3.4518 2020-08-12 10:41:29,734 - mmaction - INFO - Epoch [228][600/940] lr: 1.253e-02, eta: 12:28:59, time: 1.613, data_time: 0.005, memory: 9063, top1_acc: 0.5984, top5_acc: 0.8107, loss_cls: 1.6636, loss: 1.6636, grad_norm: 3.4598 2020-08-12 10:42:02,019 - mmaction - INFO - Epoch [228][620/940] lr: 1.253e-02, eta: 12:28:25, time: 1.616, data_time: 0.005, memory: 9063, top1_acc: 0.6260, top5_acc: 0.8217, loss_cls: 1.5886, loss: 1.5886, grad_norm: 3.4355 2020-08-12 10:42:35,322 - mmaction - INFO - Epoch [228][640/940] lr: 1.253e-02, eta: 12:27:51, time: 1.663, data_time: 0.005, memory: 9063, top1_acc: 0.6111, top5_acc: 0.8160, loss_cls: 1.6402, loss: 1.6402, grad_norm: 3.4835 2020-08-12 10:43:08,728 - mmaction - INFO - Epoch [228][660/940] lr: 1.253e-02, eta: 12:27:17, time: 1.672, data_time: 0.006, memory: 9063, top1_acc: 0.6307, top5_acc: 0.8295, loss_cls: 1.5516, loss: 1.5516, grad_norm: 3.4435 2020-08-12 10:43:40,339 - mmaction - INFO - Epoch [228][680/940] lr: 1.253e-02, eta: 12:26:43, time: 1.581, data_time: 0.003, memory: 9063, top1_acc: 0.6248, top5_acc: 0.8225, loss_cls: 1.5842, loss: 1.5842, grad_norm: 3.4411 2020-08-12 10:44:12,029 - mmaction - INFO - Epoch [228][700/940] lr: 1.253e-02, eta: 12:26:08, time: 1.582, data_time: 0.006, memory: 9063, top1_acc: 0.6178, top5_acc: 0.8180, loss_cls: 1.6323, loss: 1.6323, grad_norm: 3.5405 2020-08-12 10:44:43,414 - mmaction - INFO - Epoch [228][720/940] lr: 1.253e-02, eta: 12:25:34, time: 1.572, data_time: 0.006, memory: 9063, top1_acc: 0.6162, top5_acc: 0.8240, loss_cls: 1.5934, loss: 1.5934, grad_norm: 3.4665 2020-08-12 10:45:17,186 - mmaction - INFO - Epoch [228][740/940] lr: 1.253e-02, eta: 12:25:00, time: 1.685, data_time: 0.004, memory: 9063, top1_acc: 0.6252, top5_acc: 0.8201, loss_cls: 1.6035, loss: 1.6035, grad_norm: 3.4298 2020-08-12 10:45:49,664 - mmaction - INFO - Epoch [228][760/940] lr: 1.253e-02, eta: 12:24:26, time: 1.626, data_time: 0.007, memory: 9063, top1_acc: 0.6189, top5_acc: 0.8105, loss_cls: 1.6313, loss: 1.6313, grad_norm: 3.5076 2020-08-12 10:46:23,441 - mmaction - INFO - Epoch [228][780/940] lr: 1.253e-02, eta: 12:23:53, time: 1.688, data_time: 0.007, memory: 9063, top1_acc: 0.6143, top5_acc: 0.8113, loss_cls: 1.6534, loss: 1.6534, grad_norm: 3.5299 2020-08-12 10:46:56,109 - mmaction - INFO - Epoch [228][800/940] lr: 1.253e-02, eta: 12:23:19, time: 1.634, data_time: 0.005, memory: 9063, top1_acc: 0.6113, top5_acc: 0.8021, loss_cls: 1.6705, loss: 1.6705, grad_norm: 3.4452 2020-08-12 10:47:28,054 - mmaction - INFO - Epoch [228][820/940] lr: 1.253e-02, eta: 12:22:44, time: 1.596, data_time: 0.006, memory: 9063, top1_acc: 0.6090, top5_acc: 0.8205, loss_cls: 1.6372, loss: 1.6372, grad_norm: 3.5201 2020-08-12 10:48:00,339 - mmaction - INFO - Epoch [228][840/940] lr: 1.253e-02, eta: 12:22:10, time: 1.614, data_time: 0.006, memory: 9063, top1_acc: 0.6184, top5_acc: 0.8187, loss_cls: 1.6242, loss: 1.6242, grad_norm: 3.4882 2020-08-12 10:48:33,103 - mmaction - INFO - Epoch [228][860/940] lr: 1.253e-02, eta: 12:21:36, time: 1.641, data_time: 0.006, memory: 9063, top1_acc: 0.6172, top5_acc: 0.8166, loss_cls: 1.6255, loss: 1.6255, grad_norm: 3.4025 2020-08-12 10:49:06,445 - mmaction - INFO - Epoch [228][880/940] lr: 1.253e-02, eta: 12:21:02, time: 1.664, data_time: 0.007, memory: 9063, top1_acc: 0.6146, top5_acc: 0.8189, loss_cls: 1.6405, loss: 1.6405, grad_norm: 3.4781 2020-08-12 10:49:38,226 - mmaction - INFO - Epoch [228][900/940] lr: 1.253e-02, eta: 12:20:28, time: 1.592, data_time: 0.007, memory: 9063, top1_acc: 0.6160, top5_acc: 0.8086, loss_cls: 1.6646, loss: 1.6646, grad_norm: 3.4452 2020-08-12 10:50:10,616 - mmaction - INFO - Epoch [228][920/940] lr: 1.253e-02, eta: 12:19:54, time: 1.619, data_time: 0.005, memory: 9063, top1_acc: 0.6275, top5_acc: 0.8187, loss_cls: 1.6236, loss: 1.6236, grad_norm: 3.4887 2020-08-12 10:50:42,630 - mmaction - INFO - Epoch [228][940/940] lr: 1.253e-02, eta: 12:19:20, time: 1.598, data_time: 0.003, memory: 9063, top1_acc: 0.6220, top5_acc: 0.8159, loss_cls: 1.6333, loss: 1.6333, grad_norm: 3.4389 2020-08-12 10:50:42,857 - mmaction - INFO - Saving checkpoint at 228 epochs 2020-08-12 10:51:22,008 - mmaction - INFO - Epoch [229][20/940] lr: 1.169e-02, eta: 12:18:47, time: 1.800, data_time: 0.442, memory: 9063, top1_acc: 0.6137, top5_acc: 0.8213, loss_cls: 1.6030, loss: 1.6030, grad_norm: 3.4315 2020-08-12 10:51:51,150 - mmaction - INFO - Epoch [229][40/940] lr: 1.169e-02, eta: 12:18:12, time: 1.461, data_time: 0.007, memory: 9063, top1_acc: 0.6234, top5_acc: 0.8221, loss_cls: 1.5993, loss: 1.5993, grad_norm: 3.4533 2020-08-12 10:52:23,562 - mmaction - INFO - Epoch [229][60/940] lr: 1.169e-02, eta: 12:17:38, time: 1.620, data_time: 0.010, memory: 9063, top1_acc: 0.6229, top5_acc: 0.8223, loss_cls: 1.6060, loss: 1.6060, grad_norm: 3.4686 2020-08-12 10:52:55,124 - mmaction - INFO - Epoch [229][80/940] lr: 1.169e-02, eta: 12:17:04, time: 1.578, data_time: 0.005, memory: 9063, top1_acc: 0.6152, top5_acc: 0.8168, loss_cls: 1.6418, loss: 1.6418, grad_norm: 3.5574 2020-08-12 10:53:28,008 - mmaction - INFO - Epoch [229][100/940] lr: 1.169e-02, eta: 12:16:30, time: 1.646, data_time: 0.005, memory: 9063, top1_acc: 0.6303, top5_acc: 0.8199, loss_cls: 1.5939, loss: 1.5939, grad_norm: 3.4286 2020-08-12 10:54:01,847 - mmaction - INFO - Epoch [229][120/940] lr: 1.169e-02, eta: 12:15:56, time: 1.691, data_time: 0.005, memory: 9063, top1_acc: 0.6213, top5_acc: 0.8244, loss_cls: 1.6106, loss: 1.6106, grad_norm: 3.4768 2020-08-12 10:54:35,041 - mmaction - INFO - Epoch [229][140/940] lr: 1.169e-02, eta: 12:15:22, time: 1.661, data_time: 0.005, memory: 9063, top1_acc: 0.6107, top5_acc: 0.8244, loss_cls: 1.6202, loss: 1.6202, grad_norm: 3.5441 2020-08-12 10:55:07,419 - mmaction - INFO - Epoch [229][160/940] lr: 1.169e-02, eta: 12:14:48, time: 1.618, data_time: 0.004, memory: 9063, top1_acc: 0.6283, top5_acc: 0.8195, loss_cls: 1.6154, loss: 1.6154, grad_norm: 3.4700 2020-08-12 10:55:39,497 - mmaction - INFO - Epoch [229][180/940] lr: 1.169e-02, eta: 12:14:14, time: 1.604, data_time: 0.003, memory: 9063, top1_acc: 0.6121, top5_acc: 0.8160, loss_cls: 1.6117, loss: 1.6117, grad_norm: 3.5423 2020-08-12 10:56:11,921 - mmaction - INFO - Epoch [229][200/940] lr: 1.169e-02, eta: 12:13:40, time: 1.619, data_time: 0.006, memory: 9063, top1_acc: 0.6209, top5_acc: 0.8195, loss_cls: 1.6130, loss: 1.6130, grad_norm: 3.5015 2020-08-12 10:56:44,328 - mmaction - INFO - Epoch [229][220/940] lr: 1.169e-02, eta: 12:13:06, time: 1.622, data_time: 0.009, memory: 9063, top1_acc: 0.6188, top5_acc: 0.8229, loss_cls: 1.6013, loss: 1.6013, grad_norm: 3.4767 2020-08-12 10:57:16,293 - mmaction - INFO - Epoch [229][240/940] lr: 1.169e-02, eta: 12:12:32, time: 1.597, data_time: 0.005, memory: 9063, top1_acc: 0.6182, top5_acc: 0.8145, loss_cls: 1.6066, loss: 1.6066, grad_norm: 3.4832 2020-08-12 10:57:48,969 - mmaction - INFO - Epoch [229][260/940] lr: 1.169e-02, eta: 12:11:58, time: 1.636, data_time: 0.008, memory: 9063, top1_acc: 0.6270, top5_acc: 0.8229, loss_cls: 1.5782, loss: 1.5782, grad_norm: 3.5056 2020-08-12 10:58:21,281 - mmaction - INFO - Epoch [229][280/940] lr: 1.169e-02, eta: 12:11:23, time: 1.611, data_time: 0.006, memory: 9063, top1_acc: 0.6273, top5_acc: 0.8250, loss_cls: 1.5898, loss: 1.5898, grad_norm: 3.5264 2020-08-12 10:58:53,899 - mmaction - INFO - Epoch [229][300/940] lr: 1.169e-02, eta: 12:10:49, time: 1.634, data_time: 0.007, memory: 9063, top1_acc: 0.6143, top5_acc: 0.8160, loss_cls: 1.6294, loss: 1.6294, grad_norm: 3.4785 2020-08-12 10:59:26,579 - mmaction - INFO - Epoch [229][320/940] lr: 1.169e-02, eta: 12:10:15, time: 1.635, data_time: 0.006, memory: 9063, top1_acc: 0.6262, top5_acc: 0.8221, loss_cls: 1.6154, loss: 1.6154, grad_norm: 3.4742 2020-08-12 11:00:00,124 - mmaction - INFO - Epoch [229][340/940] lr: 1.169e-02, eta: 12:09:42, time: 1.675, data_time: 0.005, memory: 9063, top1_acc: 0.6230, top5_acc: 0.8189, loss_cls: 1.6015, loss: 1.6015, grad_norm: 3.5475 2020-08-12 11:00:49,811 - mmaction - INFO - Epoch [229][360/940] lr: 1.169e-02, eta: 12:09:12, time: 2.478, data_time: 0.020, memory: 9063, top1_acc: 0.6191, top5_acc: 0.8309, loss_cls: 1.5755, loss: 1.5755, grad_norm: 3.5461 2020-08-12 11:01:19,274 - mmaction - INFO - Epoch [229][380/940] lr: 1.169e-02, eta: 12:08:38, time: 1.482, data_time: 0.016, memory: 9063, top1_acc: 0.6205, top5_acc: 0.8150, loss_cls: 1.6188, loss: 1.6188, grad_norm: 3.5189 2020-08-12 11:01:49,791 - mmaction - INFO - Epoch [229][400/940] lr: 1.169e-02, eta: 12:08:03, time: 1.521, data_time: 0.006, memory: 9063, top1_acc: 0.6227, top5_acc: 0.8236, loss_cls: 1.5946, loss: 1.5946, grad_norm: 3.5192 2020-08-12 11:02:22,714 - mmaction - INFO - Epoch [229][420/940] lr: 1.169e-02, eta: 12:07:29, time: 1.651, data_time: 0.008, memory: 9063, top1_acc: 0.6223, top5_acc: 0.8146, loss_cls: 1.6132, loss: 1.6132, grad_norm: 3.5401 2020-08-12 11:02:55,717 - mmaction - INFO - Epoch [229][440/940] lr: 1.169e-02, eta: 12:06:55, time: 1.650, data_time: 0.002, memory: 9063, top1_acc: 0.6197, top5_acc: 0.8227, loss_cls: 1.6111, loss: 1.6111, grad_norm: 3.5203 2020-08-12 11:03:27,869 - mmaction - INFO - Epoch [229][460/940] lr: 1.169e-02, eta: 12:06:21, time: 1.602, data_time: 0.003, memory: 9063, top1_acc: 0.6221, top5_acc: 0.8189, loss_cls: 1.5981, loss: 1.5981, grad_norm: 3.4319 2020-08-12 11:04:00,978 - mmaction - INFO - Epoch [229][480/940] lr: 1.169e-02, eta: 12:05:47, time: 1.659, data_time: 0.009, memory: 9063, top1_acc: 0.6387, top5_acc: 0.8234, loss_cls: 1.5747, loss: 1.5747, grad_norm: 3.5372 2020-08-12 11:04:33,552 - mmaction - INFO - Epoch [229][500/940] lr: 1.169e-02, eta: 12:05:13, time: 1.631, data_time: 0.006, memory: 9063, top1_acc: 0.6279, top5_acc: 0.8256, loss_cls: 1.5779, loss: 1.5779, grad_norm: 3.4360 2020-08-12 11:05:05,639 - mmaction - INFO - Epoch [229][520/940] lr: 1.169e-02, eta: 12:04:39, time: 1.605, data_time: 0.005, memory: 9063, top1_acc: 0.6254, top5_acc: 0.8219, loss_cls: 1.6208, loss: 1.6208, grad_norm: 3.4500 2020-08-12 11:05:38,196 - mmaction - INFO - Epoch [229][540/940] lr: 1.169e-02, eta: 12:04:05, time: 1.627, data_time: 0.004, memory: 9063, top1_acc: 0.6123, top5_acc: 0.8107, loss_cls: 1.6581, loss: 1.6581, grad_norm: 3.5734 2020-08-12 11:06:10,615 - mmaction - INFO - Epoch [229][560/940] lr: 1.169e-02, eta: 12:03:31, time: 1.621, data_time: 0.005, memory: 9063, top1_acc: 0.6275, top5_acc: 0.8225, loss_cls: 1.5995, loss: 1.5995, grad_norm: 3.4767 2020-08-12 11:06:42,779 - mmaction - INFO - Epoch [229][580/940] lr: 1.169e-02, eta: 12:02:57, time: 1.608, data_time: 0.002, memory: 9063, top1_acc: 0.6250, top5_acc: 0.8180, loss_cls: 1.6099, loss: 1.6099, grad_norm: 3.4879 2020-08-12 11:07:15,844 - mmaction - INFO - Epoch [229][600/940] lr: 1.169e-02, eta: 12:02:23, time: 1.650, data_time: 0.005, memory: 9063, top1_acc: 0.6262, top5_acc: 0.8205, loss_cls: 1.5807, loss: 1.5807, grad_norm: 3.5312 2020-08-12 11:07:48,370 - mmaction - INFO - Epoch [229][620/940] lr: 1.169e-02, eta: 12:01:49, time: 1.630, data_time: 0.007, memory: 9063, top1_acc: 0.6141, top5_acc: 0.8186, loss_cls: 1.6241, loss: 1.6241, grad_norm: 3.5182 2020-08-12 11:08:21,377 - mmaction - INFO - Epoch [229][640/940] lr: 1.169e-02, eta: 12:01:15, time: 1.646, data_time: 0.005, memory: 9063, top1_acc: 0.6205, top5_acc: 0.8174, loss_cls: 1.6213, loss: 1.6213, grad_norm: 3.5416 2020-08-12 11:08:54,232 - mmaction - INFO - Epoch [229][660/940] lr: 1.169e-02, eta: 12:00:41, time: 1.646, data_time: 0.007, memory: 9063, top1_acc: 0.6160, top5_acc: 0.8178, loss_cls: 1.6395, loss: 1.6395, grad_norm: 3.5566 2020-08-12 11:09:27,571 - mmaction - INFO - Epoch [229][680/940] lr: 1.169e-02, eta: 12:00:07, time: 1.667, data_time: 0.007, memory: 9063, top1_acc: 0.6168, top5_acc: 0.8172, loss_cls: 1.6234, loss: 1.6234, grad_norm: 3.5306 2020-08-12 11:10:00,069 - mmaction - INFO - Epoch [229][700/940] lr: 1.169e-02, eta: 11:59:33, time: 1.626, data_time: 0.007, memory: 9063, top1_acc: 0.6027, top5_acc: 0.8172, loss_cls: 1.6387, loss: 1.6387, grad_norm: 3.5255 2020-08-12 11:10:32,469 - mmaction - INFO - Epoch [229][720/940] lr: 1.169e-02, eta: 11:58:59, time: 1.617, data_time: 0.003, memory: 9063, top1_acc: 0.6232, top5_acc: 0.8273, loss_cls: 1.6055, loss: 1.6055, grad_norm: 3.5272 2020-08-12 11:11:05,095 - mmaction - INFO - Epoch [229][740/940] lr: 1.169e-02, eta: 11:58:25, time: 1.634, data_time: 0.008, memory: 9063, top1_acc: 0.6199, top5_acc: 0.8209, loss_cls: 1.6240, loss: 1.6240, grad_norm: 3.5580 2020-08-12 11:11:37,682 - mmaction - INFO - Epoch [229][760/940] lr: 1.169e-02, eta: 11:57:51, time: 1.628, data_time: 0.002, memory: 9063, top1_acc: 0.6244, top5_acc: 0.8230, loss_cls: 1.5929, loss: 1.5929, grad_norm: 3.5232 2020-08-12 11:12:10,625 - mmaction - INFO - Epoch [229][780/940] lr: 1.169e-02, eta: 11:57:17, time: 1.646, data_time: 0.007, memory: 9063, top1_acc: 0.6221, top5_acc: 0.8139, loss_cls: 1.6161, loss: 1.6161, grad_norm: 3.5421 2020-08-12 11:12:42,968 - mmaction - INFO - Epoch [229][800/940] lr: 1.169e-02, eta: 11:56:43, time: 1.617, data_time: 0.005, memory: 9063, top1_acc: 0.6256, top5_acc: 0.8197, loss_cls: 1.6087, loss: 1.6087, grad_norm: 3.4731 2020-08-12 11:13:15,371 - mmaction - INFO - Epoch [229][820/940] lr: 1.169e-02, eta: 11:56:09, time: 1.622, data_time: 0.006, memory: 9063, top1_acc: 0.6266, top5_acc: 0.8289, loss_cls: 1.5785, loss: 1.5785, grad_norm: 3.5648 2020-08-12 11:13:47,700 - mmaction - INFO - Epoch [229][840/940] lr: 1.169e-02, eta: 11:55:35, time: 1.616, data_time: 0.003, memory: 9063, top1_acc: 0.6244, top5_acc: 0.8217, loss_cls: 1.5880, loss: 1.5880, grad_norm: 3.5506 2020-08-12 11:14:21,884 - mmaction - INFO - Epoch [229][860/940] lr: 1.169e-02, eta: 11:55:01, time: 1.702, data_time: 0.004, memory: 9063, top1_acc: 0.6242, top5_acc: 0.8246, loss_cls: 1.5948, loss: 1.5948, grad_norm: 3.5189 2020-08-12 11:14:53,022 - mmaction - INFO - Epoch [229][880/940] lr: 1.169e-02, eta: 11:54:27, time: 1.564, data_time: 0.010, memory: 9063, top1_acc: 0.6066, top5_acc: 0.8129, loss_cls: 1.6711, loss: 1.6711, grad_norm: 3.6364 2020-08-12 11:15:25,490 - mmaction - INFO - Epoch [229][900/940] lr: 1.169e-02, eta: 11:53:53, time: 1.620, data_time: 0.007, memory: 9063, top1_acc: 0.6236, top5_acc: 0.8146, loss_cls: 1.6318, loss: 1.6318, grad_norm: 3.5059 2020-08-12 11:15:57,202 - mmaction - INFO - Epoch [229][920/940] lr: 1.169e-02, eta: 11:53:19, time: 1.589, data_time: 0.007, memory: 9063, top1_acc: 0.6158, top5_acc: 0.8086, loss_cls: 1.6601, loss: 1.6601, grad_norm: 3.5877 2020-08-12 11:16:28,802 - mmaction - INFO - Epoch [229][940/940] lr: 1.169e-02, eta: 11:52:45, time: 1.579, data_time: 0.005, memory: 9063, top1_acc: 0.6100, top5_acc: 0.8139, loss_cls: 1.6913, loss: 1.6913, grad_norm: 3.5962 2020-08-12 11:17:11,690 - mmaction - INFO - Epoch [230][20/940] lr: 1.088e-02, eta: 11:52:13, time: 2.118, data_time: 0.660, memory: 9063, top1_acc: 0.6240, top5_acc: 0.8258, loss_cls: 1.5821, loss: 1.5821, grad_norm: 3.4714 2020-08-12 11:17:39,892 - mmaction - INFO - Epoch [230][40/940] lr: 1.088e-02, eta: 11:51:38, time: 1.415, data_time: 0.008, memory: 9063, top1_acc: 0.6258, top5_acc: 0.8207, loss_cls: 1.5928, loss: 1.5928, grad_norm: 3.5179 2020-08-12 11:18:10,713 - mmaction - INFO - Epoch [230][60/940] lr: 1.088e-02, eta: 11:51:04, time: 1.535, data_time: 0.005, memory: 9063, top1_acc: 0.6189, top5_acc: 0.8213, loss_cls: 1.5907, loss: 1.5907, grad_norm: 3.5327 2020-08-12 11:18:44,107 - mmaction - INFO - Epoch [230][80/940] lr: 1.088e-02, eta: 11:50:30, time: 1.676, data_time: 0.008, memory: 9063, top1_acc: 0.6207, top5_acc: 0.8264, loss_cls: 1.5808, loss: 1.5808, grad_norm: 3.5625 2020-08-12 11:19:16,917 - mmaction - INFO - Epoch [230][100/940] lr: 1.088e-02, eta: 11:49:56, time: 1.637, data_time: 0.005, memory: 9063, top1_acc: 0.6318, top5_acc: 0.8260, loss_cls: 1.5677, loss: 1.5677, grad_norm: 3.4794 2020-08-12 11:19:48,202 - mmaction - INFO - Epoch [230][120/940] lr: 1.088e-02, eta: 11:49:22, time: 1.567, data_time: 0.007, memory: 9063, top1_acc: 0.6252, top5_acc: 0.8223, loss_cls: 1.6016, loss: 1.6016, grad_norm: 3.5197 2020-08-12 11:20:22,394 - mmaction - INFO - Epoch [230][140/940] lr: 1.088e-02, eta: 11:48:48, time: 1.708, data_time: 0.005, memory: 9063, top1_acc: 0.6236, top5_acc: 0.8191, loss_cls: 1.6038, loss: 1.6038, grad_norm: 3.5114 2020-08-12 11:20:55,107 - mmaction - INFO - Epoch [230][160/940] lr: 1.088e-02, eta: 11:48:14, time: 1.631, data_time: 0.005, memory: 9063, top1_acc: 0.6285, top5_acc: 0.8201, loss_cls: 1.5797, loss: 1.5797, grad_norm: 3.5174 2020-08-12 11:21:27,846 - mmaction - INFO - Epoch [230][180/940] lr: 1.088e-02, eta: 11:47:40, time: 1.644, data_time: 0.009, memory: 9063, top1_acc: 0.6393, top5_acc: 0.8240, loss_cls: 1.5530, loss: 1.5530, grad_norm: 3.4747 2020-08-12 11:22:00,635 - mmaction - INFO - Epoch [230][200/940] lr: 1.088e-02, eta: 11:47:06, time: 1.638, data_time: 0.005, memory: 9063, top1_acc: 0.6205, top5_acc: 0.8176, loss_cls: 1.6237, loss: 1.6237, grad_norm: 3.6001 2020-08-12 11:22:32,810 - mmaction - INFO - Epoch [230][220/940] lr: 1.088e-02, eta: 11:46:32, time: 1.608, data_time: 0.006, memory: 9063, top1_acc: 0.6242, top5_acc: 0.8293, loss_cls: 1.5875, loss: 1.5875, grad_norm: 3.5459 2020-08-12 11:23:04,992 - mmaction - INFO - Epoch [230][240/940] lr: 1.088e-02, eta: 11:45:58, time: 1.608, data_time: 0.004, memory: 9063, top1_acc: 0.6223, top5_acc: 0.8236, loss_cls: 1.6011, loss: 1.6011, grad_norm: 3.5307 2020-08-12 11:23:36,634 - mmaction - INFO - Epoch [230][260/940] lr: 1.088e-02, eta: 11:45:24, time: 1.582, data_time: 0.008, memory: 9063, top1_acc: 0.6260, top5_acc: 0.8252, loss_cls: 1.5914, loss: 1.5914, grad_norm: 3.5989 2020-08-12 11:24:10,297 - mmaction - INFO - Epoch [230][280/940] lr: 1.088e-02, eta: 11:44:50, time: 1.686, data_time: 0.007, memory: 9063, top1_acc: 0.6277, top5_acc: 0.8250, loss_cls: 1.5851, loss: 1.5851, grad_norm: 3.5353 2020-08-12 11:24:42,871 - mmaction - INFO - Epoch [230][300/940] lr: 1.088e-02, eta: 11:44:16, time: 1.627, data_time: 0.005, memory: 9063, top1_acc: 0.6303, top5_acc: 0.8258, loss_cls: 1.5608, loss: 1.5608, grad_norm: 3.4847 2020-08-12 11:25:15,402 - mmaction - INFO - Epoch [230][320/940] lr: 1.088e-02, eta: 11:43:42, time: 1.626, data_time: 0.007, memory: 9063, top1_acc: 0.6363, top5_acc: 0.8410, loss_cls: 1.5310, loss: 1.5310, grad_norm: 3.4843 2020-08-12 11:25:47,914 - mmaction - INFO - Epoch [230][340/940] lr: 1.088e-02, eta: 11:43:08, time: 1.628, data_time: 0.006, memory: 9063, top1_acc: 0.6314, top5_acc: 0.8184, loss_cls: 1.5803, loss: 1.5803, grad_norm: 3.5142 2020-08-12 11:26:20,342 - mmaction - INFO - Epoch [230][360/940] lr: 1.088e-02, eta: 11:42:34, time: 1.619, data_time: 0.005, memory: 9063, top1_acc: 0.6164, top5_acc: 0.8199, loss_cls: 1.6115, loss: 1.6115, grad_norm: 3.5894 2020-08-12 11:26:52,949 - mmaction - INFO - Epoch [230][380/940] lr: 1.088e-02, eta: 11:42:00, time: 1.633, data_time: 0.007, memory: 9063, top1_acc: 0.6318, top5_acc: 0.8297, loss_cls: 1.5367, loss: 1.5367, grad_norm: 3.5245 2020-08-12 11:27:25,199 - mmaction - INFO - Epoch [230][400/940] lr: 1.088e-02, eta: 11:41:26, time: 1.610, data_time: 0.005, memory: 9063, top1_acc: 0.6229, top5_acc: 0.8172, loss_cls: 1.6124, loss: 1.6124, grad_norm: 3.5889 2020-08-12 11:27:57,995 - mmaction - INFO - Epoch [230][420/940] lr: 1.088e-02, eta: 11:40:52, time: 1.641, data_time: 0.019, memory: 9063, top1_acc: 0.6156, top5_acc: 0.8119, loss_cls: 1.6350, loss: 1.6350, grad_norm: 3.5482 2020-08-12 11:28:31,060 - mmaction - INFO - Epoch [230][440/940] lr: 1.088e-02, eta: 11:40:18, time: 1.649, data_time: 0.006, memory: 9063, top1_acc: 0.6195, top5_acc: 0.8172, loss_cls: 1.6132, loss: 1.6132, grad_norm: 3.5533 2020-08-12 11:29:04,576 - mmaction - INFO - Epoch [230][460/940] lr: 1.088e-02, eta: 11:39:44, time: 1.679, data_time: 0.008, memory: 9063, top1_acc: 0.6342, top5_acc: 0.8295, loss_cls: 1.5718, loss: 1.5718, grad_norm: 3.5269 2020-08-12 11:29:36,775 - mmaction - INFO - Epoch [230][480/940] lr: 1.088e-02, eta: 11:39:10, time: 1.612, data_time: 0.008, memory: 9063, top1_acc: 0.6096, top5_acc: 0.8129, loss_cls: 1.6679, loss: 1.6679, grad_norm: 3.5501 2020-08-12 11:30:09,843 - mmaction - INFO - Epoch [230][500/940] lr: 1.088e-02, eta: 11:38:36, time: 1.653, data_time: 0.007, memory: 9063, top1_acc: 0.6086, top5_acc: 0.8164, loss_cls: 1.6425, loss: 1.6425, grad_norm: 3.5636 2020-08-12 11:30:41,901 - mmaction - INFO - Epoch [230][520/940] lr: 1.088e-02, eta: 11:38:02, time: 1.603, data_time: 0.005, memory: 9063, top1_acc: 0.6291, top5_acc: 0.8244, loss_cls: 1.6074, loss: 1.6074, grad_norm: 3.5402 2020-08-12 11:31:15,621 - mmaction - INFO - Epoch [230][540/940] lr: 1.088e-02, eta: 11:37:29, time: 1.685, data_time: 0.005, memory: 9063, top1_acc: 0.6354, top5_acc: 0.8346, loss_cls: 1.5521, loss: 1.5521, grad_norm: 3.4874 2020-08-12 11:31:49,320 - mmaction - INFO - Epoch [230][560/940] lr: 1.088e-02, eta: 11:36:55, time: 1.685, data_time: 0.005, memory: 9063, top1_acc: 0.6205, top5_acc: 0.8307, loss_cls: 1.5617, loss: 1.5617, grad_norm: 3.5013 2020-08-12 11:32:21,549 - mmaction - INFO - Epoch [230][580/940] lr: 1.088e-02, eta: 11:36:21, time: 1.610, data_time: 0.009, memory: 9063, top1_acc: 0.6184, top5_acc: 0.8191, loss_cls: 1.6110, loss: 1.6110, grad_norm: 3.5597 2020-08-12 11:32:54,326 - mmaction - INFO - Epoch [230][600/940] lr: 1.088e-02, eta: 11:35:47, time: 1.641, data_time: 0.006, memory: 9063, top1_acc: 0.6230, top5_acc: 0.8199, loss_cls: 1.5751, loss: 1.5751, grad_norm: 3.4466 2020-08-12 11:33:27,870 - mmaction - INFO - Epoch [230][620/940] lr: 1.088e-02, eta: 11:35:13, time: 1.671, data_time: 0.006, memory: 9063, top1_acc: 0.6230, top5_acc: 0.8187, loss_cls: 1.6119, loss: 1.6119, grad_norm: 3.5563 2020-08-12 11:34:01,238 - mmaction - INFO - Epoch [230][640/940] lr: 1.088e-02, eta: 11:34:39, time: 1.673, data_time: 0.009, memory: 9063, top1_acc: 0.6312, top5_acc: 0.8195, loss_cls: 1.5751, loss: 1.5751, grad_norm: 3.4822 2020-08-12 11:34:33,346 - mmaction - INFO - Epoch [230][660/940] lr: 1.088e-02, eta: 11:34:05, time: 1.604, data_time: 0.008, memory: 9063, top1_acc: 0.6137, top5_acc: 0.8133, loss_cls: 1.6499, loss: 1.6499, grad_norm: 3.6928 2020-08-12 11:35:06,853 - mmaction - INFO - Epoch [230][680/940] lr: 1.088e-02, eta: 11:33:32, time: 1.679, data_time: 0.010, memory: 9063, top1_acc: 0.6207, top5_acc: 0.8221, loss_cls: 1.6073, loss: 1.6073, grad_norm: 3.6506 2020-08-12 11:35:40,336 - mmaction - INFO - Epoch [230][700/940] lr: 1.088e-02, eta: 11:32:58, time: 1.672, data_time: 0.004, memory: 9063, top1_acc: 0.6268, top5_acc: 0.8215, loss_cls: 1.6005, loss: 1.6005, grad_norm: 3.5378 2020-08-12 11:36:13,333 - mmaction - INFO - Epoch [230][720/940] lr: 1.088e-02, eta: 11:32:24, time: 1.648, data_time: 0.007, memory: 9063, top1_acc: 0.6299, top5_acc: 0.8207, loss_cls: 1.5766, loss: 1.5766, grad_norm: 3.5169 2020-08-12 11:36:45,445 - mmaction - INFO - Epoch [230][740/940] lr: 1.088e-02, eta: 11:31:50, time: 1.610, data_time: 0.007, memory: 9063, top1_acc: 0.6312, top5_acc: 0.8264, loss_cls: 1.5606, loss: 1.5606, grad_norm: 3.5485 2020-08-12 11:37:18,741 - mmaction - INFO - Epoch [230][760/940] lr: 1.088e-02, eta: 11:31:16, time: 1.662, data_time: 0.006, memory: 9063, top1_acc: 0.6164, top5_acc: 0.8176, loss_cls: 1.6221, loss: 1.6221, grad_norm: 3.5841 2020-08-12 11:37:51,531 - mmaction - INFO - Epoch [230][780/940] lr: 1.088e-02, eta: 11:30:42, time: 1.639, data_time: 0.006, memory: 9063, top1_acc: 0.6197, top5_acc: 0.8221, loss_cls: 1.5983, loss: 1.5983, grad_norm: 3.5841 2020-08-12 11:38:22,927 - mmaction - INFO - Epoch [230][800/940] lr: 1.088e-02, eta: 11:30:08, time: 1.574, data_time: 0.009, memory: 9063, top1_acc: 0.6275, top5_acc: 0.8250, loss_cls: 1.5549, loss: 1.5549, grad_norm: 3.5383 2020-08-12 11:38:55,836 - mmaction - INFO - Epoch [230][820/940] lr: 1.088e-02, eta: 11:29:34, time: 1.644, data_time: 0.002, memory: 9063, top1_acc: 0.6320, top5_acc: 0.8303, loss_cls: 1.5702, loss: 1.5702, grad_norm: 3.5582 2020-08-12 11:39:27,496 - mmaction - INFO - Epoch [230][840/940] lr: 1.088e-02, eta: 11:29:00, time: 1.583, data_time: 0.006, memory: 9063, top1_acc: 0.6305, top5_acc: 0.8389, loss_cls: 1.5412, loss: 1.5412, grad_norm: 3.5782 2020-08-12 11:40:01,476 - mmaction - INFO - Epoch [230][860/940] lr: 1.088e-02, eta: 11:28:26, time: 1.695, data_time: 0.005, memory: 9063, top1_acc: 0.6213, top5_acc: 0.8211, loss_cls: 1.6182, loss: 1.6182, grad_norm: 3.6030 2020-08-12 11:40:33,793 - mmaction - INFO - Epoch [230][880/940] lr: 1.088e-02, eta: 11:27:52, time: 1.620, data_time: 0.007, memory: 9063, top1_acc: 0.6189, top5_acc: 0.8205, loss_cls: 1.5952, loss: 1.5952, grad_norm: 3.5497 2020-08-12 11:41:06,354 - mmaction - INFO - Epoch [230][900/940] lr: 1.088e-02, eta: 11:27:18, time: 1.627, data_time: 0.006, memory: 9063, top1_acc: 0.6254, top5_acc: 0.8227, loss_cls: 1.5987, loss: 1.5987, grad_norm: 3.5346 2020-08-12 11:41:38,894 - mmaction - INFO - Epoch [230][920/940] lr: 1.088e-02, eta: 11:26:44, time: 1.628, data_time: 0.007, memory: 9063, top1_acc: 0.6203, top5_acc: 0.8143, loss_cls: 1.6344, loss: 1.6344, grad_norm: 3.5897 2020-08-12 11:42:11,037 - mmaction - INFO - Epoch [230][940/940] lr: 1.088e-02, eta: 11:26:10, time: 1.606, data_time: 0.003, memory: 9063, top1_acc: 0.6236, top5_acc: 0.8170, loss_cls: 1.6160, loss: 1.6160, grad_norm: 3.5646 2020-08-12 11:42:50,221 - mmaction - INFO - Epoch [231][20/940] lr: 1.009e-02, eta: 11:25:38, time: 1.938, data_time: 0.448, memory: 9063, top1_acc: 0.6326, top5_acc: 0.8291, loss_cls: 1.5605, loss: 1.5605, grad_norm: 3.5432 2020-08-12 11:43:22,979 - mmaction - INFO - Epoch [231][40/940] lr: 1.009e-02, eta: 11:25:04, time: 1.644, data_time: 0.009, memory: 9063, top1_acc: 0.6389, top5_acc: 0.8355, loss_cls: 1.5412, loss: 1.5412, grad_norm: 3.5135 2020-08-12 11:43:55,763 - mmaction - INFO - Epoch [231][60/940] lr: 1.009e-02, eta: 11:24:30, time: 1.636, data_time: 0.008, memory: 9063, top1_acc: 0.6416, top5_acc: 0.8313, loss_cls: 1.5293, loss: 1.5293, grad_norm: 3.5301 2020-08-12 11:44:29,135 - mmaction - INFO - Epoch [231][80/940] lr: 1.009e-02, eta: 11:23:56, time: 1.673, data_time: 0.007, memory: 9063, top1_acc: 0.6242, top5_acc: 0.8227, loss_cls: 1.5912, loss: 1.5912, grad_norm: 3.5615 2020-08-12 11:45:02,079 - mmaction - INFO - Epoch [231][100/940] lr: 1.009e-02, eta: 11:23:22, time: 1.647, data_time: 0.004, memory: 9063, top1_acc: 0.6338, top5_acc: 0.8289, loss_cls: 1.5482, loss: 1.5482, grad_norm: 3.4808 2020-08-12 11:45:34,830 - mmaction - INFO - Epoch [231][120/940] lr: 1.009e-02, eta: 11:22:48, time: 1.637, data_time: 0.005, memory: 9063, top1_acc: 0.6443, top5_acc: 0.8254, loss_cls: 1.5406, loss: 1.5406, grad_norm: 3.4986 2020-08-12 11:46:07,921 - mmaction - INFO - Epoch [231][140/940] lr: 1.009e-02, eta: 11:22:14, time: 1.652, data_time: 0.006, memory: 9063, top1_acc: 0.6225, top5_acc: 0.8250, loss_cls: 1.5860, loss: 1.5860, grad_norm: 3.6507 2020-08-12 11:46:40,224 - mmaction - INFO - Epoch [231][160/940] lr: 1.009e-02, eta: 11:21:40, time: 1.616, data_time: 0.006, memory: 9063, top1_acc: 0.6320, top5_acc: 0.8295, loss_cls: 1.5471, loss: 1.5471, grad_norm: 3.5537 2020-08-12 11:47:12,884 - mmaction - INFO - Epoch [231][180/940] lr: 1.009e-02, eta: 11:21:06, time: 1.635, data_time: 0.005, memory: 9063, top1_acc: 0.6316, top5_acc: 0.8236, loss_cls: 1.5568, loss: 1.5568, grad_norm: 3.6071 2020-08-12 11:47:46,488 - mmaction - INFO - Epoch [231][200/940] lr: 1.009e-02, eta: 11:20:33, time: 1.677, data_time: 0.005, memory: 9063, top1_acc: 0.6369, top5_acc: 0.8277, loss_cls: 1.5497, loss: 1.5497, grad_norm: 3.5934 2020-08-12 11:48:19,439 - mmaction - INFO - Epoch [231][220/940] lr: 1.009e-02, eta: 11:19:59, time: 1.650, data_time: 0.007, memory: 9063, top1_acc: 0.6320, top5_acc: 0.8244, loss_cls: 1.5913, loss: 1.5913, grad_norm: 3.6598 2020-08-12 11:48:52,567 - mmaction - INFO - Epoch [231][240/940] lr: 1.009e-02, eta: 11:19:25, time: 1.657, data_time: 0.006, memory: 9063, top1_acc: 0.6254, top5_acc: 0.8152, loss_cls: 1.6105, loss: 1.6105, grad_norm: 3.5690 2020-08-12 11:49:26,572 - mmaction - INFO - Epoch [231][260/940] lr: 1.009e-02, eta: 11:18:51, time: 1.701, data_time: 0.002, memory: 9063, top1_acc: 0.6305, top5_acc: 0.8187, loss_cls: 1.5955, loss: 1.5955, grad_norm: 3.5788 2020-08-12 11:49:59,136 - mmaction - INFO - Epoch [231][280/940] lr: 1.009e-02, eta: 11:18:17, time: 1.623, data_time: 0.005, memory: 9063, top1_acc: 0.6348, top5_acc: 0.8303, loss_cls: 1.5304, loss: 1.5304, grad_norm: 3.5717 2020-08-12 11:50:31,831 - mmaction - INFO - Epoch [231][300/940] lr: 1.009e-02, eta: 11:17:43, time: 1.639, data_time: 0.007, memory: 9063, top1_acc: 0.6289, top5_acc: 0.8271, loss_cls: 1.5698, loss: 1.5698, grad_norm: 3.5884 2020-08-12 11:51:04,739 - mmaction - INFO - Epoch [231][320/940] lr: 1.009e-02, eta: 11:17:09, time: 1.645, data_time: 0.005, memory: 9063, top1_acc: 0.6375, top5_acc: 0.8326, loss_cls: 1.5141, loss: 1.5141, grad_norm: 3.5362 2020-08-12 11:51:38,001 - mmaction - INFO - Epoch [231][340/940] lr: 1.009e-02, eta: 11:16:36, time: 1.664, data_time: 0.005, memory: 9063, top1_acc: 0.6219, top5_acc: 0.8189, loss_cls: 1.5847, loss: 1.5847, grad_norm: 3.6099 2020-08-12 11:52:09,868 - mmaction - INFO - Epoch [231][360/940] lr: 1.009e-02, eta: 11:16:02, time: 1.592, data_time: 0.005, memory: 9063, top1_acc: 0.6396, top5_acc: 0.8299, loss_cls: 1.5496, loss: 1.5496, grad_norm: 3.5850 2020-08-12 11:52:41,382 - mmaction - INFO - Epoch [231][380/940] lr: 1.009e-02, eta: 11:15:27, time: 1.577, data_time: 0.006, memory: 9063, top1_acc: 0.6258, top5_acc: 0.8281, loss_cls: 1.5711, loss: 1.5711, grad_norm: 3.6487 2020-08-12 11:53:14,427 - mmaction - INFO - Epoch [231][400/940] lr: 1.009e-02, eta: 11:14:53, time: 1.651, data_time: 0.008, memory: 9063, top1_acc: 0.6201, top5_acc: 0.8295, loss_cls: 1.5875, loss: 1.5875, grad_norm: 3.6560 2020-08-12 11:53:46,827 - mmaction - INFO - Epoch [231][420/940] lr: 1.009e-02, eta: 11:14:19, time: 1.621, data_time: 0.006, memory: 9063, top1_acc: 0.6404, top5_acc: 0.8328, loss_cls: 1.5307, loss: 1.5307, grad_norm: 3.5403 2020-08-12 11:54:21,690 - mmaction - INFO - Epoch [231][440/940] lr: 1.009e-02, eta: 11:13:46, time: 1.743, data_time: 0.005, memory: 9063, top1_acc: 0.6400, top5_acc: 0.8277, loss_cls: 1.5480, loss: 1.5480, grad_norm: 3.5568 2020-08-12 11:54:55,460 - mmaction - INFO - Epoch [231][460/940] lr: 1.009e-02, eta: 11:13:12, time: 1.689, data_time: 0.004, memory: 9063, top1_acc: 0.6334, top5_acc: 0.8238, loss_cls: 1.5666, loss: 1.5666, grad_norm: 3.5997 2020-08-12 11:55:27,982 - mmaction - INFO - Epoch [231][480/940] lr: 1.009e-02, eta: 11:12:38, time: 1.622, data_time: 0.005, memory: 9063, top1_acc: 0.6197, top5_acc: 0.8195, loss_cls: 1.5965, loss: 1.5965, grad_norm: 3.6222 2020-08-12 11:56:01,407 - mmaction - INFO - Epoch [231][500/940] lr: 1.009e-02, eta: 11:12:05, time: 1.675, data_time: 0.007, memory: 9063, top1_acc: 0.6240, top5_acc: 0.8199, loss_cls: 1.6206, loss: 1.6206, grad_norm: 3.5890 2020-08-12 11:56:33,354 - mmaction - INFO - Epoch [231][520/940] lr: 1.009e-02, eta: 11:11:31, time: 1.594, data_time: 0.005, memory: 9063, top1_acc: 0.6182, top5_acc: 0.8209, loss_cls: 1.6057, loss: 1.6057, grad_norm: 3.6274 2020-08-12 11:57:06,693 - mmaction - INFO - Epoch [231][540/940] lr: 1.009e-02, eta: 11:10:57, time: 1.670, data_time: 0.007, memory: 9063, top1_acc: 0.6160, top5_acc: 0.8213, loss_cls: 1.5951, loss: 1.5951, grad_norm: 3.6533 2020-08-12 11:57:38,720 - mmaction - INFO - Epoch [231][560/940] lr: 1.009e-02, eta: 11:10:23, time: 1.599, data_time: 0.005, memory: 9063, top1_acc: 0.6270, top5_acc: 0.8232, loss_cls: 1.6039, loss: 1.6039, grad_norm: 3.6361 2020-08-12 11:58:11,821 - mmaction - INFO - Epoch [231][580/940] lr: 1.009e-02, eta: 11:09:49, time: 1.657, data_time: 0.005, memory: 9063, top1_acc: 0.6186, top5_acc: 0.8223, loss_cls: 1.6091, loss: 1.6091, grad_norm: 3.6365 2020-08-12 11:58:45,807 - mmaction - INFO - Epoch [231][600/940] lr: 1.009e-02, eta: 11:09:15, time: 1.698, data_time: 0.005, memory: 9063, top1_acc: 0.6209, top5_acc: 0.8145, loss_cls: 1.6418, loss: 1.6418, grad_norm: 3.6905 2020-08-12 11:59:19,054 - mmaction - INFO - Epoch [231][620/940] lr: 1.009e-02, eta: 11:08:41, time: 1.664, data_time: 0.005, memory: 9063, top1_acc: 0.6305, top5_acc: 0.8271, loss_cls: 1.5530, loss: 1.5530, grad_norm: 3.5520 2020-08-12 11:59:51,119 - mmaction - INFO - Epoch [231][640/940] lr: 1.009e-02, eta: 11:08:07, time: 1.602, data_time: 0.010, memory: 9063, top1_acc: 0.6287, top5_acc: 0.8303, loss_cls: 1.5628, loss: 1.5628, grad_norm: 3.5338 2020-08-12 12:00:29,983 - mmaction - INFO - Epoch [231][660/940] lr: 1.009e-02, eta: 11:07:35, time: 1.931, data_time: 0.006, memory: 9063, top1_acc: 0.6268, top5_acc: 0.8199, loss_cls: 1.6003, loss: 1.6003, grad_norm: 3.6378 2020-08-12 12:01:00,644 - mmaction - INFO - Epoch [231][680/940] lr: 1.009e-02, eta: 11:07:00, time: 1.546, data_time: 0.028, memory: 9063, top1_acc: 0.6197, top5_acc: 0.8240, loss_cls: 1.5851, loss: 1.5851, grad_norm: 3.5866 2020-08-12 12:01:32,351 - mmaction - INFO - Epoch [231][700/940] lr: 1.009e-02, eta: 11:06:26, time: 1.586, data_time: 0.004, memory: 9063, top1_acc: 0.6248, top5_acc: 0.8143, loss_cls: 1.6261, loss: 1.6261, grad_norm: 3.5787 2020-08-12 12:02:05,169 - mmaction - INFO - Epoch [231][720/940] lr: 1.009e-02, eta: 11:05:52, time: 1.638, data_time: 0.005, memory: 9063, top1_acc: 0.6336, top5_acc: 0.8166, loss_cls: 1.5782, loss: 1.5782, grad_norm: 3.5441 2020-08-12 12:02:38,929 - mmaction - INFO - Epoch [231][740/940] lr: 1.009e-02, eta: 11:05:19, time: 1.690, data_time: 0.006, memory: 9063, top1_acc: 0.6293, top5_acc: 0.8230, loss_cls: 1.5938, loss: 1.5938, grad_norm: 3.6662 2020-08-12 12:03:12,799 - mmaction - INFO - Epoch [231][760/940] lr: 1.009e-02, eta: 11:04:45, time: 1.691, data_time: 0.005, memory: 9063, top1_acc: 0.6252, top5_acc: 0.8230, loss_cls: 1.6000, loss: 1.6000, grad_norm: 3.6124 2020-08-12 12:03:46,088 - mmaction - INFO - Epoch [231][780/940] lr: 1.009e-02, eta: 11:04:11, time: 1.667, data_time: 0.007, memory: 9063, top1_acc: 0.6289, top5_acc: 0.8293, loss_cls: 1.5608, loss: 1.5608, grad_norm: 3.5938 2020-08-12 12:04:19,142 - mmaction - INFO - Epoch [231][800/940] lr: 1.009e-02, eta: 11:03:37, time: 1.651, data_time: 0.006, memory: 9063, top1_acc: 0.6289, top5_acc: 0.8373, loss_cls: 1.5522, loss: 1.5522, grad_norm: 3.6952 2020-08-12 12:04:52,522 - mmaction - INFO - Epoch [231][820/940] lr: 1.009e-02, eta: 11:03:04, time: 1.669, data_time: 0.006, memory: 9063, top1_acc: 0.6227, top5_acc: 0.8250, loss_cls: 1.6137, loss: 1.6137, grad_norm: 3.7232 2020-08-12 12:05:24,885 - mmaction - INFO - Epoch [231][840/940] lr: 1.009e-02, eta: 11:02:30, time: 1.620, data_time: 0.007, memory: 9063, top1_acc: 0.6336, top5_acc: 0.8320, loss_cls: 1.5385, loss: 1.5385, grad_norm: 3.5762 2020-08-12 12:05:58,392 - mmaction - INFO - Epoch [231][860/940] lr: 1.009e-02, eta: 11:01:56, time: 1.676, data_time: 0.005, memory: 9063, top1_acc: 0.6268, top5_acc: 0.8221, loss_cls: 1.5808, loss: 1.5808, grad_norm: 3.5853 2020-08-12 12:06:30,958 - mmaction - INFO - Epoch [231][880/940] lr: 1.009e-02, eta: 11:01:22, time: 1.623, data_time: 0.004, memory: 9063, top1_acc: 0.6361, top5_acc: 0.8336, loss_cls: 1.5435, loss: 1.5435, grad_norm: 3.5745 2020-08-12 12:07:03,282 - mmaction - INFO - Epoch [231][900/940] lr: 1.009e-02, eta: 11:00:48, time: 1.622, data_time: 0.008, memory: 9063, top1_acc: 0.6258, top5_acc: 0.8219, loss_cls: 1.5959, loss: 1.5959, grad_norm: 3.6156 2020-08-12 12:07:34,911 - mmaction - INFO - Epoch [231][920/940] lr: 1.009e-02, eta: 11:00:14, time: 1.579, data_time: 0.007, memory: 9063, top1_acc: 0.6268, top5_acc: 0.8178, loss_cls: 1.5867, loss: 1.5867, grad_norm: 3.6430 2020-08-12 12:08:05,328 - mmaction - INFO - Epoch [231][940/940] lr: 1.009e-02, eta: 10:59:39, time: 1.522, data_time: 0.005, memory: 9063, top1_acc: 0.6331, top5_acc: 0.8178, loss_cls: 1.6013, loss: 1.6013, grad_norm: 3.6638 2020-08-12 12:08:47,829 - mmaction - INFO - Epoch [232][20/940] lr: 9.339e-03, eta: 10:59:08, time: 2.100, data_time: 0.663, memory: 9063, top1_acc: 0.6508, top5_acc: 0.8332, loss_cls: 1.5213, loss: 1.5213, grad_norm: 3.4923 2020-08-12 12:09:19,612 - mmaction - INFO - Epoch [232][40/940] lr: 9.339e-03, eta: 10:58:34, time: 1.591, data_time: 0.006, memory: 9063, top1_acc: 0.6338, top5_acc: 0.8326, loss_cls: 1.5476, loss: 1.5476, grad_norm: 3.6242 2020-08-12 12:09:53,591 - mmaction - INFO - Epoch [232][60/940] lr: 9.339e-03, eta: 10:58:00, time: 1.693, data_time: 0.005, memory: 9063, top1_acc: 0.6373, top5_acc: 0.8252, loss_cls: 1.5703, loss: 1.5703, grad_norm: 3.5937 2020-08-12 12:10:26,011 - mmaction - INFO - Epoch [232][80/940] lr: 9.339e-03, eta: 10:57:26, time: 1.627, data_time: 0.009, memory: 9063, top1_acc: 0.6430, top5_acc: 0.8369, loss_cls: 1.4829, loss: 1.4829, grad_norm: 3.5622 2020-08-12 12:10:58,289 - mmaction - INFO - Epoch [232][100/940] lr: 9.339e-03, eta: 10:56:52, time: 1.615, data_time: 0.006, memory: 9063, top1_acc: 0.6264, top5_acc: 0.8178, loss_cls: 1.6011, loss: 1.6011, grad_norm: 3.6558 2020-08-12 12:11:30,450 - mmaction - INFO - Epoch [232][120/940] lr: 9.339e-03, eta: 10:56:18, time: 1.608, data_time: 0.003, memory: 9063, top1_acc: 0.6463, top5_acc: 0.8250, loss_cls: 1.5384, loss: 1.5384, grad_norm: 3.5481 2020-08-12 12:12:03,502 - mmaction - INFO - Epoch [232][140/940] lr: 9.339e-03, eta: 10:55:44, time: 1.651, data_time: 0.004, memory: 9063, top1_acc: 0.6201, top5_acc: 0.8252, loss_cls: 1.5877, loss: 1.5877, grad_norm: 3.7227 2020-08-12 12:12:35,290 - mmaction - INFO - Epoch [232][160/940] lr: 9.339e-03, eta: 10:55:10, time: 1.588, data_time: 0.005, memory: 9063, top1_acc: 0.6336, top5_acc: 0.8250, loss_cls: 1.5746, loss: 1.5746, grad_norm: 3.6657 2020-08-12 12:13:06,405 - mmaction - INFO - Epoch [232][180/940] lr: 9.339e-03, eta: 10:54:36, time: 1.557, data_time: 0.005, memory: 9063, top1_acc: 0.6484, top5_acc: 0.8311, loss_cls: 1.5159, loss: 1.5159, grad_norm: 3.5467 2020-08-12 12:13:39,571 - mmaction - INFO - Epoch [232][200/940] lr: 9.339e-03, eta: 10:54:02, time: 1.656, data_time: 0.006, memory: 9063, top1_acc: 0.6410, top5_acc: 0.8336, loss_cls: 1.5106, loss: 1.5106, grad_norm: 3.6139 2020-08-12 12:14:10,517 - mmaction - INFO - Epoch [232][220/940] lr: 9.339e-03, eta: 10:53:27, time: 1.548, data_time: 0.007, memory: 9063, top1_acc: 0.6268, top5_acc: 0.8330, loss_cls: 1.5540, loss: 1.5540, grad_norm: 3.6125 2020-08-12 12:14:43,682 - mmaction - INFO - Epoch [232][240/940] lr: 9.339e-03, eta: 10:52:54, time: 1.658, data_time: 0.007, memory: 9063, top1_acc: 0.6256, top5_acc: 0.8221, loss_cls: 1.5967, loss: 1.5967, grad_norm: 3.6826 2020-08-12 12:15:15,721 - mmaction - INFO - Epoch [232][260/940] lr: 9.339e-03, eta: 10:52:19, time: 1.603, data_time: 0.005, memory: 9063, top1_acc: 0.6416, top5_acc: 0.8320, loss_cls: 1.5422, loss: 1.5422, grad_norm: 3.5787 2020-08-12 12:15:48,248 - mmaction - INFO - Epoch [232][280/940] lr: 9.339e-03, eta: 10:51:46, time: 1.626, data_time: 0.005, memory: 9063, top1_acc: 0.6277, top5_acc: 0.8287, loss_cls: 1.5645, loss: 1.5645, grad_norm: 3.6678 2020-08-12 12:16:20,269 - mmaction - INFO - Epoch [232][300/940] lr: 9.339e-03, eta: 10:51:11, time: 1.600, data_time: 0.010, memory: 9063, top1_acc: 0.6287, top5_acc: 0.8213, loss_cls: 1.5950, loss: 1.5950, grad_norm: 3.6504 2020-08-12 12:16:52,686 - mmaction - INFO - Epoch [232][320/940] lr: 9.339e-03, eta: 10:50:37, time: 1.622, data_time: 0.007, memory: 9063, top1_acc: 0.6256, top5_acc: 0.8289, loss_cls: 1.5672, loss: 1.5672, grad_norm: 3.6448 2020-08-12 12:17:24,315 - mmaction - INFO - Epoch [232][340/940] lr: 9.339e-03, eta: 10:50:03, time: 1.576, data_time: 0.006, memory: 9063, top1_acc: 0.6320, top5_acc: 0.8178, loss_cls: 1.5821, loss: 1.5821, grad_norm: 3.6376 2020-08-12 12:17:54,312 - mmaction - INFO - Epoch [232][360/940] lr: 9.339e-03, eta: 10:49:29, time: 1.505, data_time: 0.008, memory: 9063, top1_acc: 0.6277, top5_acc: 0.8225, loss_cls: 1.5736, loss: 1.5736, grad_norm: 3.6741 2020-08-12 12:18:24,130 - mmaction - INFO - Epoch [232][380/940] lr: 9.339e-03, eta: 10:48:54, time: 1.489, data_time: 0.005, memory: 9063, top1_acc: 0.6408, top5_acc: 0.8281, loss_cls: 1.5294, loss: 1.5294, grad_norm: 3.6362 2020-08-12 12:18:56,295 - mmaction - INFO - Epoch [232][400/940] lr: 9.339e-03, eta: 10:48:20, time: 1.610, data_time: 0.007, memory: 9063, top1_acc: 0.6293, top5_acc: 0.8252, loss_cls: 1.5611, loss: 1.5611, grad_norm: 3.7219 2020-08-12 12:19:27,566 - mmaction - INFO - Epoch [232][420/940] lr: 9.339e-03, eta: 10:47:46, time: 1.564, data_time: 0.003, memory: 9063, top1_acc: 0.6336, top5_acc: 0.8303, loss_cls: 1.5410, loss: 1.5410, grad_norm: 3.5892 2020-08-12 12:19:59,391 - mmaction - INFO - Epoch [232][440/940] lr: 9.339e-03, eta: 10:47:12, time: 1.592, data_time: 0.006, memory: 9063, top1_acc: 0.6383, top5_acc: 0.8273, loss_cls: 1.5286, loss: 1.5286, grad_norm: 3.5888 2020-08-12 12:20:30,484 - mmaction - INFO - Epoch [232][460/940] lr: 9.339e-03, eta: 10:46:37, time: 1.554, data_time: 0.003, memory: 9063, top1_acc: 0.6432, top5_acc: 0.8373, loss_cls: 1.5195, loss: 1.5195, grad_norm: 3.6537 2020-08-12 12:21:02,225 - mmaction - INFO - Epoch [232][480/940] lr: 9.339e-03, eta: 10:46:03, time: 1.586, data_time: 0.005, memory: 9063, top1_acc: 0.6406, top5_acc: 0.8363, loss_cls: 1.5238, loss: 1.5238, grad_norm: 3.6987 2020-08-12 12:21:33,954 - mmaction - INFO - Epoch [232][500/940] lr: 9.339e-03, eta: 10:45:29, time: 1.588, data_time: 0.006, memory: 9063, top1_acc: 0.6387, top5_acc: 0.8287, loss_cls: 1.5388, loss: 1.5388, grad_norm: 3.6635 2020-08-12 12:22:05,887 - mmaction - INFO - Epoch [232][520/940] lr: 9.339e-03, eta: 10:44:55, time: 1.597, data_time: 0.005, memory: 9063, top1_acc: 0.6365, top5_acc: 0.8244, loss_cls: 1.5426, loss: 1.5426, grad_norm: 3.6077 2020-08-12 12:22:38,435 - mmaction - INFO - Epoch [232][540/940] lr: 9.339e-03, eta: 10:44:21, time: 1.624, data_time: 0.004, memory: 9063, top1_acc: 0.6479, top5_acc: 0.8355, loss_cls: 1.4992, loss: 1.4992, grad_norm: 3.6207 2020-08-12 12:23:10,549 - mmaction - INFO - Epoch [232][560/940] lr: 9.339e-03, eta: 10:43:47, time: 1.608, data_time: 0.007, memory: 9063, top1_acc: 0.6229, top5_acc: 0.8150, loss_cls: 1.6210, loss: 1.6210, grad_norm: 3.6726 2020-08-12 12:23:42,515 - mmaction - INFO - Epoch [232][580/940] lr: 9.339e-03, eta: 10:43:13, time: 1.594, data_time: 0.008, memory: 9063, top1_acc: 0.6371, top5_acc: 0.8297, loss_cls: 1.5408, loss: 1.5408, grad_norm: 3.5922 2020-08-12 12:24:14,889 - mmaction - INFO - Epoch [232][600/940] lr: 9.339e-03, eta: 10:42:39, time: 1.623, data_time: 0.008, memory: 9063, top1_acc: 0.6174, top5_acc: 0.8191, loss_cls: 1.6089, loss: 1.6089, grad_norm: 3.6778 2020-08-12 12:24:46,240 - mmaction - INFO - Epoch [232][620/940] lr: 9.339e-03, eta: 10:42:05, time: 1.567, data_time: 0.006, memory: 9063, top1_acc: 0.6324, top5_acc: 0.8285, loss_cls: 1.5716, loss: 1.5716, grad_norm: 3.6271 2020-08-12 12:25:17,695 - mmaction - INFO - Epoch [232][640/940] lr: 9.339e-03, eta: 10:41:31, time: 1.571, data_time: 0.005, memory: 9063, top1_acc: 0.6248, top5_acc: 0.8236, loss_cls: 1.5861, loss: 1.5861, grad_norm: 3.6260 2020-08-12 12:25:49,772 - mmaction - INFO - Epoch [232][660/940] lr: 9.339e-03, eta: 10:40:57, time: 1.608, data_time: 0.007, memory: 9063, top1_acc: 0.6373, top5_acc: 0.8250, loss_cls: 1.5623, loss: 1.5623, grad_norm: 3.6764 2020-08-12 12:26:20,638 - mmaction - INFO - Epoch [232][680/940] lr: 9.339e-03, eta: 10:40:22, time: 1.541, data_time: 0.005, memory: 9063, top1_acc: 0.6293, top5_acc: 0.8289, loss_cls: 1.5482, loss: 1.5482, grad_norm: 3.5746 2020-08-12 12:26:52,451 - mmaction - INFO - Epoch [232][700/940] lr: 9.339e-03, eta: 10:39:48, time: 1.593, data_time: 0.007, memory: 9063, top1_acc: 0.6316, top5_acc: 0.8301, loss_cls: 1.5269, loss: 1.5269, grad_norm: 3.6694 2020-08-12 12:27:23,623 - mmaction - INFO - Epoch [232][720/940] lr: 9.339e-03, eta: 10:39:14, time: 1.557, data_time: 0.007, memory: 9063, top1_acc: 0.6270, top5_acc: 0.8225, loss_cls: 1.5917, loss: 1.5917, grad_norm: 3.6771 2020-08-12 12:27:56,716 - mmaction - INFO - Epoch [232][740/940] lr: 9.339e-03, eta: 10:38:40, time: 1.655, data_time: 0.008, memory: 9063, top1_acc: 0.6266, top5_acc: 0.8309, loss_cls: 1.5542, loss: 1.5542, grad_norm: 3.6926 2020-08-12 12:28:28,731 - mmaction - INFO - Epoch [232][760/940] lr: 9.339e-03, eta: 10:38:06, time: 1.601, data_time: 0.006, memory: 9063, top1_acc: 0.6297, top5_acc: 0.8266, loss_cls: 1.5662, loss: 1.5662, grad_norm: 3.5972 2020-08-12 12:29:00,572 - mmaction - INFO - Epoch [232][780/940] lr: 9.339e-03, eta: 10:37:32, time: 1.591, data_time: 0.005, memory: 9063, top1_acc: 0.6309, top5_acc: 0.8316, loss_cls: 1.5498, loss: 1.5498, grad_norm: 3.6036 2020-08-12 12:29:30,707 - mmaction - INFO - Epoch [232][800/940] lr: 9.339e-03, eta: 10:36:57, time: 1.508, data_time: 0.007, memory: 9063, top1_acc: 0.6283, top5_acc: 0.8295, loss_cls: 1.5722, loss: 1.5722, grad_norm: 3.6805 2020-08-12 12:30:02,745 - mmaction - INFO - Epoch [232][820/940] lr: 9.339e-03, eta: 10:36:23, time: 1.601, data_time: 0.005, memory: 9063, top1_acc: 0.6248, top5_acc: 0.8227, loss_cls: 1.5821, loss: 1.5821, grad_norm: 3.6623 2020-08-12 12:30:34,625 - mmaction - INFO - Epoch [232][840/940] lr: 9.339e-03, eta: 10:35:49, time: 1.596, data_time: 0.004, memory: 9063, top1_acc: 0.6221, top5_acc: 0.8234, loss_cls: 1.5985, loss: 1.5985, grad_norm: 3.6618 2020-08-12 12:31:06,424 - mmaction - INFO - Epoch [232][860/940] lr: 9.339e-03, eta: 10:35:15, time: 1.587, data_time: 0.004, memory: 9063, top1_acc: 0.6229, top5_acc: 0.8305, loss_cls: 1.5597, loss: 1.5597, grad_norm: 3.6679 2020-08-12 12:31:38,285 - mmaction - INFO - Epoch [232][880/940] lr: 9.339e-03, eta: 10:34:41, time: 1.593, data_time: 0.006, memory: 9063, top1_acc: 0.6291, top5_acc: 0.8250, loss_cls: 1.5595, loss: 1.5595, grad_norm: 3.6432 2020-08-12 12:32:08,972 - mmaction - INFO - Epoch [232][900/940] lr: 9.339e-03, eta: 10:34:07, time: 1.536, data_time: 0.005, memory: 9063, top1_acc: 0.6160, top5_acc: 0.8217, loss_cls: 1.5934, loss: 1.5934, grad_norm: 3.6839 2020-08-12 12:32:40,714 - mmaction - INFO - Epoch [232][920/940] lr: 9.339e-03, eta: 10:33:33, time: 1.585, data_time: 0.006, memory: 9063, top1_acc: 0.6389, top5_acc: 0.8297, loss_cls: 1.5360, loss: 1.5360, grad_norm: 3.5971 2020-08-12 12:33:10,281 - mmaction - INFO - Epoch [232][940/940] lr: 9.339e-03, eta: 10:32:58, time: 1.479, data_time: 0.006, memory: 9063, top1_acc: 0.6282, top5_acc: 0.8289, loss_cls: 1.5838, loss: 1.5838, grad_norm: 3.6400 2020-08-12 12:33:10,549 - mmaction - INFO - Saving checkpoint at 232 epochs 2020-08-12 12:33:48,613 - mmaction - INFO - Epoch [233][20/940] lr: 8.612e-03, eta: 10:32:25, time: 1.809, data_time: 0.375, memory: 9063, top1_acc: 0.6340, top5_acc: 0.8293, loss_cls: 1.5453, loss: 1.5453, grad_norm: 3.6300 2020-08-12 12:34:19,850 - mmaction - INFO - Epoch [233][40/940] lr: 8.612e-03, eta: 10:31:51, time: 1.560, data_time: 0.005, memory: 9063, top1_acc: 0.6328, top5_acc: 0.8264, loss_cls: 1.5575, loss: 1.5575, grad_norm: 3.6446 2020-08-12 12:34:52,013 - mmaction - INFO - Epoch [233][60/940] lr: 8.612e-03, eta: 10:31:17, time: 1.609, data_time: 0.007, memory: 9063, top1_acc: 0.6496, top5_acc: 0.8352, loss_cls: 1.4976, loss: 1.4976, grad_norm: 3.5902 2020-08-12 12:35:23,079 - mmaction - INFO - Epoch [233][80/940] lr: 8.612e-03, eta: 10:30:42, time: 1.551, data_time: 0.006, memory: 9063, top1_acc: 0.6492, top5_acc: 0.8369, loss_cls: 1.5111, loss: 1.5111, grad_norm: 3.5756 2020-08-12 12:35:55,443 - mmaction - INFO - Epoch [233][100/940] lr: 8.612e-03, eta: 10:30:08, time: 1.621, data_time: 0.007, memory: 9063, top1_acc: 0.6354, top5_acc: 0.8252, loss_cls: 1.5526, loss: 1.5526, grad_norm: 3.6936 2020-08-12 12:36:26,619 - mmaction - INFO - Epoch [233][120/940] lr: 8.612e-03, eta: 10:29:34, time: 1.556, data_time: 0.006, memory: 9063, top1_acc: 0.6430, top5_acc: 0.8340, loss_cls: 1.5275, loss: 1.5275, grad_norm: 3.6803 2020-08-12 12:36:58,280 - mmaction - INFO - Epoch [233][140/940] lr: 8.612e-03, eta: 10:29:00, time: 1.586, data_time: 0.006, memory: 9063, top1_acc: 0.6297, top5_acc: 0.8217, loss_cls: 1.5908, loss: 1.5908, grad_norm: 3.6396 2020-08-12 12:37:29,816 - mmaction - INFO - Epoch [233][160/940] lr: 8.612e-03, eta: 10:28:26, time: 1.576, data_time: 0.005, memory: 9063, top1_acc: 0.6223, top5_acc: 0.8281, loss_cls: 1.5886, loss: 1.5886, grad_norm: 3.7554 2020-08-12 12:38:00,038 - mmaction - INFO - Epoch [233][180/940] lr: 8.612e-03, eta: 10:27:51, time: 1.512, data_time: 0.007, memory: 9063, top1_acc: 0.6361, top5_acc: 0.8322, loss_cls: 1.5403, loss: 1.5403, grad_norm: 3.6721 2020-08-12 12:38:33,225 - mmaction - INFO - Epoch [233][200/940] lr: 8.612e-03, eta: 10:27:18, time: 1.660, data_time: 0.002, memory: 9063, top1_acc: 0.6389, top5_acc: 0.8256, loss_cls: 1.5461, loss: 1.5461, grad_norm: 3.6458 2020-08-12 12:39:03,361 - mmaction - INFO - Epoch [233][220/940] lr: 8.612e-03, eta: 10:26:43, time: 1.505, data_time: 0.004, memory: 9063, top1_acc: 0.6328, top5_acc: 0.8350, loss_cls: 1.5341, loss: 1.5341, grad_norm: 3.7404 2020-08-12 12:39:35,844 - mmaction - INFO - Epoch [233][240/940] lr: 8.612e-03, eta: 10:26:09, time: 1.626, data_time: 0.006, memory: 9063, top1_acc: 0.6379, top5_acc: 0.8330, loss_cls: 1.5218, loss: 1.5218, grad_norm: 3.6652 2020-08-12 12:40:07,380 - mmaction - INFO - Epoch [233][260/940] lr: 8.612e-03, eta: 10:25:35, time: 1.577, data_time: 0.002, memory: 9063, top1_acc: 0.6268, top5_acc: 0.8414, loss_cls: 1.5366, loss: 1.5366, grad_norm: 3.7137 2020-08-12 12:40:38,526 - mmaction - INFO - Epoch [233][280/940] lr: 8.612e-03, eta: 10:25:01, time: 1.557, data_time: 0.002, memory: 9063, top1_acc: 0.6324, top5_acc: 0.8285, loss_cls: 1.5616, loss: 1.5616, grad_norm: 3.7461 2020-08-12 12:41:09,705 - mmaction - INFO - Epoch [233][300/940] lr: 8.612e-03, eta: 10:24:27, time: 1.560, data_time: 0.004, memory: 9063, top1_acc: 0.6322, top5_acc: 0.8258, loss_cls: 1.5530, loss: 1.5530, grad_norm: 3.6992 2020-08-12 12:41:42,679 - mmaction - INFO - Epoch [233][320/940] lr: 8.612e-03, eta: 10:23:53, time: 1.642, data_time: 0.005, memory: 9063, top1_acc: 0.6381, top5_acc: 0.8279, loss_cls: 1.5482, loss: 1.5482, grad_norm: 3.7274 2020-08-12 12:42:14,072 - mmaction - INFO - Epoch [233][340/940] lr: 8.612e-03, eta: 10:23:19, time: 1.574, data_time: 0.009, memory: 9063, top1_acc: 0.6355, top5_acc: 0.8305, loss_cls: 1.5706, loss: 1.5706, grad_norm: 3.7155 2020-08-12 12:42:44,649 - mmaction - INFO - Epoch [233][360/940] lr: 8.612e-03, eta: 10:22:44, time: 1.531, data_time: 0.005, memory: 9063, top1_acc: 0.6361, top5_acc: 0.8234, loss_cls: 1.5639, loss: 1.5639, grad_norm: 3.6959 2020-08-12 12:43:16,082 - mmaction - INFO - Epoch [233][380/940] lr: 8.612e-03, eta: 10:22:10, time: 1.570, data_time: 0.010, memory: 9063, top1_acc: 0.6443, top5_acc: 0.8297, loss_cls: 1.5157, loss: 1.5157, grad_norm: 3.6344 2020-08-12 12:43:49,068 - mmaction - INFO - Epoch [233][400/940] lr: 8.612e-03, eta: 10:21:36, time: 1.649, data_time: 0.006, memory: 9063, top1_acc: 0.6348, top5_acc: 0.8277, loss_cls: 1.5593, loss: 1.5593, grad_norm: 3.7106 2020-08-12 12:44:20,985 - mmaction - INFO - Epoch [233][420/940] lr: 8.612e-03, eta: 10:21:02, time: 1.596, data_time: 0.008, memory: 9063, top1_acc: 0.6346, top5_acc: 0.8211, loss_cls: 1.5689, loss: 1.5689, grad_norm: 3.6743 2020-08-12 12:44:53,538 - mmaction - INFO - Epoch [233][440/940] lr: 8.612e-03, eta: 10:20:28, time: 1.630, data_time: 0.006, memory: 9063, top1_acc: 0.6449, top5_acc: 0.8328, loss_cls: 1.5444, loss: 1.5444, grad_norm: 3.6548 2020-08-12 12:45:26,382 - mmaction - INFO - Epoch [233][460/940] lr: 8.612e-03, eta: 10:19:54, time: 1.638, data_time: 0.005, memory: 9063, top1_acc: 0.6393, top5_acc: 0.8295, loss_cls: 1.5030, loss: 1.5030, grad_norm: 3.6374 2020-08-12 12:45:58,738 - mmaction - INFO - Epoch [233][480/940] lr: 8.612e-03, eta: 10:19:21, time: 1.621, data_time: 0.007, memory: 9063, top1_acc: 0.6393, top5_acc: 0.8328, loss_cls: 1.5158, loss: 1.5158, grad_norm: 3.6826 2020-08-12 12:46:31,830 - mmaction - INFO - Epoch [233][500/940] lr: 8.612e-03, eta: 10:18:47, time: 1.653, data_time: 0.011, memory: 9063, top1_acc: 0.6254, top5_acc: 0.8260, loss_cls: 1.5602, loss: 1.5602, grad_norm: 3.7076 2020-08-12 12:47:03,472 - mmaction - INFO - Epoch [233][520/940] lr: 8.612e-03, eta: 10:18:13, time: 1.584, data_time: 0.007, memory: 9063, top1_acc: 0.6305, top5_acc: 0.8213, loss_cls: 1.5815, loss: 1.5815, grad_norm: 3.7601 2020-08-12 12:47:35,227 - mmaction - INFO - Epoch [233][540/940] lr: 8.612e-03, eta: 10:17:39, time: 1.583, data_time: 0.006, memory: 9063, top1_acc: 0.6395, top5_acc: 0.8240, loss_cls: 1.5467, loss: 1.5467, grad_norm: 3.6287 2020-08-12 12:48:08,734 - mmaction - INFO - Epoch [233][560/940] lr: 8.612e-03, eta: 10:17:05, time: 1.679, data_time: 0.007, memory: 9063, top1_acc: 0.6459, top5_acc: 0.8303, loss_cls: 1.5134, loss: 1.5134, grad_norm: 3.6292 2020-08-12 12:48:40,083 - mmaction - INFO - Epoch [233][580/940] lr: 8.612e-03, eta: 10:16:31, time: 1.566, data_time: 0.005, memory: 9063, top1_acc: 0.6312, top5_acc: 0.8305, loss_cls: 1.5409, loss: 1.5409, grad_norm: 3.6835 2020-08-12 12:49:13,757 - mmaction - INFO - Epoch [233][600/940] lr: 8.612e-03, eta: 10:15:57, time: 1.685, data_time: 0.005, memory: 9063, top1_acc: 0.6387, top5_acc: 0.8316, loss_cls: 1.5328, loss: 1.5328, grad_norm: 3.7013 2020-08-12 12:49:46,909 - mmaction - INFO - Epoch [233][620/940] lr: 8.612e-03, eta: 10:15:23, time: 1.656, data_time: 0.006, memory: 9063, top1_acc: 0.6369, top5_acc: 0.8357, loss_cls: 1.5124, loss: 1.5124, grad_norm: 3.6825 2020-08-12 12:50:21,960 - mmaction - INFO - Epoch [233][640/940] lr: 8.612e-03, eta: 10:14:50, time: 1.753, data_time: 0.009, memory: 9063, top1_acc: 0.6309, top5_acc: 0.8305, loss_cls: 1.5379, loss: 1.5379, grad_norm: 3.6981 2020-08-12 12:50:55,982 - mmaction - INFO - Epoch [233][660/940] lr: 8.612e-03, eta: 10:14:16, time: 1.702, data_time: 0.005, memory: 9063, top1_acc: 0.6436, top5_acc: 0.8348, loss_cls: 1.5005, loss: 1.5005, grad_norm: 3.5962 2020-08-12 12:51:28,272 - mmaction - INFO - Epoch [233][680/940] lr: 8.612e-03, eta: 10:13:42, time: 1.613, data_time: 0.009, memory: 9063, top1_acc: 0.6471, top5_acc: 0.8352, loss_cls: 1.5182, loss: 1.5182, grad_norm: 3.6525 2020-08-12 12:52:03,370 - mmaction - INFO - Epoch [233][700/940] lr: 8.612e-03, eta: 10:13:09, time: 1.754, data_time: 0.006, memory: 9063, top1_acc: 0.6217, top5_acc: 0.8283, loss_cls: 1.5656, loss: 1.5656, grad_norm: 3.6695 2020-08-12 12:52:37,040 - mmaction - INFO - Epoch [233][720/940] lr: 8.612e-03, eta: 10:12:35, time: 1.686, data_time: 0.006, memory: 9063, top1_acc: 0.6316, top5_acc: 0.8260, loss_cls: 1.5464, loss: 1.5464, grad_norm: 3.6281 2020-08-12 12:53:12,306 - mmaction - INFO - Epoch [233][740/940] lr: 8.612e-03, eta: 10:12:02, time: 1.761, data_time: 0.006, memory: 9063, top1_acc: 0.6383, top5_acc: 0.8424, loss_cls: 1.5075, loss: 1.5075, grad_norm: 3.6866 2020-08-12 12:53:46,552 - mmaction - INFO - Epoch [233][760/940] lr: 8.612e-03, eta: 10:11:28, time: 1.712, data_time: 0.010, memory: 9063, top1_acc: 0.6287, top5_acc: 0.8287, loss_cls: 1.5838, loss: 1.5838, grad_norm: 3.7324 2020-08-12 12:54:20,296 - mmaction - INFO - Epoch [233][780/940] lr: 8.612e-03, eta: 10:10:55, time: 1.690, data_time: 0.008, memory: 9063, top1_acc: 0.6301, top5_acc: 0.8283, loss_cls: 1.5613, loss: 1.5613, grad_norm: 3.7135 2020-08-12 12:54:54,876 - mmaction - INFO - Epoch [233][800/940] lr: 8.612e-03, eta: 10:10:21, time: 1.724, data_time: 0.005, memory: 9063, top1_acc: 0.6465, top5_acc: 0.8393, loss_cls: 1.4845, loss: 1.4845, grad_norm: 3.6507 2020-08-12 12:55:29,218 - mmaction - INFO - Epoch [233][820/940] lr: 8.612e-03, eta: 10:09:48, time: 1.719, data_time: 0.008, memory: 9063, top1_acc: 0.6426, top5_acc: 0.8289, loss_cls: 1.5485, loss: 1.5485, grad_norm: 3.6645 2020-08-12 12:56:03,113 - mmaction - INFO - Epoch [233][840/940] lr: 8.612e-03, eta: 10:09:14, time: 1.697, data_time: 0.008, memory: 9063, top1_acc: 0.6359, top5_acc: 0.8256, loss_cls: 1.5390, loss: 1.5390, grad_norm: 3.7431 2020-08-12 12:56:36,226 - mmaction - INFO - Epoch [233][860/940] lr: 8.612e-03, eta: 10:08:41, time: 1.654, data_time: 0.005, memory: 9063, top1_acc: 0.6391, top5_acc: 0.8324, loss_cls: 1.5186, loss: 1.5186, grad_norm: 3.7123 2020-08-12 12:57:09,752 - mmaction - INFO - Epoch [233][880/940] lr: 8.612e-03, eta: 10:08:07, time: 1.678, data_time: 0.006, memory: 9063, top1_acc: 0.6367, top5_acc: 0.8285, loss_cls: 1.5390, loss: 1.5390, grad_norm: 3.7256 2020-08-12 12:57:42,031 - mmaction - INFO - Epoch [233][900/940] lr: 8.612e-03, eta: 10:07:33, time: 1.612, data_time: 0.004, memory: 9063, top1_acc: 0.6328, top5_acc: 0.8230, loss_cls: 1.5723, loss: 1.5723, grad_norm: 3.8361 2020-08-12 12:58:13,327 - mmaction - INFO - Epoch [233][920/940] lr: 8.612e-03, eta: 10:06:59, time: 1.566, data_time: 0.007, memory: 9063, top1_acc: 0.6361, top5_acc: 0.8332, loss_cls: 1.5336, loss: 1.5336, grad_norm: 3.7225 2020-08-12 12:58:46,536 - mmaction - INFO - Epoch [233][940/940] lr: 8.612e-03, eta: 10:06:25, time: 1.659, data_time: 0.005, memory: 9063, top1_acc: 0.6287, top5_acc: 0.8255, loss_cls: 1.5662, loss: 1.5662, grad_norm: 3.7784 2020-08-12 12:59:26,359 - mmaction - INFO - Epoch [234][20/940] lr: 7.914e-03, eta: 10:05:53, time: 1.972, data_time: 0.450, memory: 9063, top1_acc: 0.6332, top5_acc: 0.8246, loss_cls: 1.5451, loss: 1.5451, grad_norm: 3.6463 2020-08-12 12:59:58,451 - mmaction - INFO - Epoch [234][40/940] lr: 7.914e-03, eta: 10:05:19, time: 1.603, data_time: 0.004, memory: 9063, top1_acc: 0.6518, top5_acc: 0.8340, loss_cls: 1.4967, loss: 1.4967, grad_norm: 3.6257 2020-08-12 13:00:34,586 - mmaction - INFO - Epoch [234][60/940] lr: 7.914e-03, eta: 10:04:45, time: 1.793, data_time: 0.005, memory: 9063, top1_acc: 0.6418, top5_acc: 0.8361, loss_cls: 1.4998, loss: 1.4998, grad_norm: 3.7603 2020-08-12 13:01:07,158 - mmaction - INFO - Epoch [234][80/940] lr: 7.914e-03, eta: 10:04:12, time: 1.643, data_time: 0.028, memory: 9063, top1_acc: 0.6375, top5_acc: 0.8336, loss_cls: 1.5317, loss: 1.5317, grad_norm: 3.7034 2020-08-12 13:01:38,995 - mmaction - INFO - Epoch [234][100/940] lr: 7.914e-03, eta: 10:03:37, time: 1.590, data_time: 0.005, memory: 9063, top1_acc: 0.6477, top5_acc: 0.8318, loss_cls: 1.4947, loss: 1.4947, grad_norm: 3.7193 2020-08-12 13:02:12,523 - mmaction - INFO - Epoch [234][120/940] lr: 7.914e-03, eta: 10:03:04, time: 1.679, data_time: 0.005, memory: 9063, top1_acc: 0.6451, top5_acc: 0.8359, loss_cls: 1.4955, loss: 1.4955, grad_norm: 3.6794 2020-08-12 13:02:44,685 - mmaction - INFO - Epoch [234][140/940] lr: 7.914e-03, eta: 10:02:30, time: 1.607, data_time: 0.003, memory: 9063, top1_acc: 0.6367, top5_acc: 0.8301, loss_cls: 1.5326, loss: 1.5326, grad_norm: 3.6971 2020-08-12 13:03:18,313 - mmaction - INFO - Epoch [234][160/940] lr: 7.914e-03, eta: 10:01:56, time: 1.679, data_time: 0.005, memory: 9063, top1_acc: 0.6504, top5_acc: 0.8369, loss_cls: 1.4789, loss: 1.4789, grad_norm: 3.6604 2020-08-12 13:03:50,753 - mmaction - INFO - Epoch [234][180/940] lr: 7.914e-03, eta: 10:01:22, time: 1.624, data_time: 0.007, memory: 9063, top1_acc: 0.6355, top5_acc: 0.8270, loss_cls: 1.5757, loss: 1.5757, grad_norm: 3.7472 2020-08-12 13:04:24,141 - mmaction - INFO - Epoch [234][200/940] lr: 7.914e-03, eta: 10:00:48, time: 1.668, data_time: 0.005, memory: 9063, top1_acc: 0.6324, top5_acc: 0.8287, loss_cls: 1.5254, loss: 1.5254, grad_norm: 3.7010 2020-08-12 13:04:58,097 - mmaction - INFO - Epoch [234][220/940] lr: 7.914e-03, eta: 10:00:15, time: 1.700, data_time: 0.005, memory: 9063, top1_acc: 0.6420, top5_acc: 0.8371, loss_cls: 1.4869, loss: 1.4869, grad_norm: 3.6757 2020-08-12 13:05:28,753 - mmaction - INFO - Epoch [234][240/940] lr: 7.914e-03, eta: 9:59:41, time: 1.530, data_time: 0.005, memory: 9063, top1_acc: 0.6277, top5_acc: 0.8180, loss_cls: 1.5855, loss: 1.5855, grad_norm: 3.7726 2020-08-12 13:06:00,983 - mmaction - INFO - Epoch [234][260/940] lr: 7.914e-03, eta: 9:59:07, time: 1.613, data_time: 0.006, memory: 9063, top1_acc: 0.6479, top5_acc: 0.8344, loss_cls: 1.5080, loss: 1.5080, grad_norm: 3.7608 2020-08-12 13:06:33,028 - mmaction - INFO - Epoch [234][280/940] lr: 7.914e-03, eta: 9:58:33, time: 1.603, data_time: 0.006, memory: 9063, top1_acc: 0.6439, top5_acc: 0.8377, loss_cls: 1.4983, loss: 1.4983, grad_norm: 3.7245 2020-08-12 13:07:05,296 - mmaction - INFO - Epoch [234][300/940] lr: 7.914e-03, eta: 9:57:59, time: 1.611, data_time: 0.009, memory: 9063, top1_acc: 0.6355, top5_acc: 0.8313, loss_cls: 1.5470, loss: 1.5470, grad_norm: 3.7334 2020-08-12 13:07:37,885 - mmaction - INFO - Epoch [234][320/940] lr: 7.914e-03, eta: 9:57:25, time: 1.632, data_time: 0.006, memory: 9063, top1_acc: 0.6246, top5_acc: 0.8262, loss_cls: 1.5778, loss: 1.5778, grad_norm: 3.7409 2020-08-12 13:08:09,968 - mmaction - INFO - Epoch [234][340/940] lr: 7.914e-03, eta: 9:56:51, time: 1.601, data_time: 0.005, memory: 9063, top1_acc: 0.6467, top5_acc: 0.8385, loss_cls: 1.4920, loss: 1.4920, grad_norm: 3.7461 2020-08-12 13:08:39,591 - mmaction - INFO - Epoch [234][360/940] lr: 7.914e-03, eta: 9:56:16, time: 1.484, data_time: 0.007, memory: 9063, top1_acc: 0.6467, top5_acc: 0.8361, loss_cls: 1.5076, loss: 1.5076, grad_norm: 3.7256 2020-08-12 13:09:11,480 - mmaction - INFO - Epoch [234][380/940] lr: 7.914e-03, eta: 9:55:42, time: 1.593, data_time: 0.005, memory: 9063, top1_acc: 0.6307, top5_acc: 0.8275, loss_cls: 1.5562, loss: 1.5562, grad_norm: 3.7487 2020-08-12 13:09:44,405 - mmaction - INFO - Epoch [234][400/940] lr: 7.914e-03, eta: 9:55:08, time: 1.649, data_time: 0.008, memory: 9063, top1_acc: 0.6322, top5_acc: 0.8252, loss_cls: 1.5677, loss: 1.5677, grad_norm: 3.7513 2020-08-12 13:10:16,444 - mmaction - INFO - Epoch [234][420/940] lr: 7.914e-03, eta: 9:54:34, time: 1.596, data_time: 0.006, memory: 9063, top1_acc: 0.6441, top5_acc: 0.8254, loss_cls: 1.5086, loss: 1.5086, grad_norm: 3.7481 2020-08-12 13:10:49,429 - mmaction - INFO - Epoch [234][440/940] lr: 7.914e-03, eta: 9:54:01, time: 1.654, data_time: 0.008, memory: 9063, top1_acc: 0.6408, top5_acc: 0.8287, loss_cls: 1.5273, loss: 1.5273, grad_norm: 3.7036 2020-08-12 13:11:20,734 - mmaction - INFO - Epoch [234][460/940] lr: 7.914e-03, eta: 9:53:26, time: 1.565, data_time: 0.005, memory: 9063, top1_acc: 0.6391, top5_acc: 0.8322, loss_cls: 1.5283, loss: 1.5283, grad_norm: 3.7467 2020-08-12 13:11:53,510 - mmaction - INFO - Epoch [234][480/940] lr: 7.914e-03, eta: 9:52:53, time: 1.634, data_time: 0.002, memory: 9063, top1_acc: 0.6316, top5_acc: 0.8273, loss_cls: 1.5484, loss: 1.5484, grad_norm: 3.7640 2020-08-12 13:12:25,023 - mmaction - INFO - Epoch [234][500/940] lr: 7.914e-03, eta: 9:52:18, time: 1.580, data_time: 0.007, memory: 9063, top1_acc: 0.6287, top5_acc: 0.8234, loss_cls: 1.5872, loss: 1.5872, grad_norm: 3.8063 2020-08-12 13:12:57,286 - mmaction - INFO - Epoch [234][520/940] lr: 7.914e-03, eta: 9:51:45, time: 1.612, data_time: 0.005, memory: 9063, top1_acc: 0.6350, top5_acc: 0.8305, loss_cls: 1.5336, loss: 1.5336, grad_norm: 3.7380 2020-08-12 13:13:28,489 - mmaction - INFO - Epoch [234][540/940] lr: 7.914e-03, eta: 9:51:10, time: 1.562, data_time: 0.005, memory: 9063, top1_acc: 0.6449, top5_acc: 0.8348, loss_cls: 1.5185, loss: 1.5185, grad_norm: 3.6399 2020-08-12 13:14:00,473 - mmaction - INFO - Epoch [234][560/940] lr: 7.914e-03, eta: 9:50:36, time: 1.597, data_time: 0.004, memory: 9063, top1_acc: 0.6400, top5_acc: 0.8340, loss_cls: 1.5287, loss: 1.5287, grad_norm: 3.7444 2020-08-12 13:14:33,175 - mmaction - INFO - Epoch [234][580/940] lr: 7.914e-03, eta: 9:50:02, time: 1.636, data_time: 0.006, memory: 9063, top1_acc: 0.6430, top5_acc: 0.8314, loss_cls: 1.5317, loss: 1.5317, grad_norm: 3.7339 2020-08-12 13:15:06,384 - mmaction - INFO - Epoch [234][600/940] lr: 7.914e-03, eta: 9:49:29, time: 1.661, data_time: 0.008, memory: 9063, top1_acc: 0.6443, top5_acc: 0.8383, loss_cls: 1.4941, loss: 1.4941, grad_norm: 3.7152 2020-08-12 13:15:35,439 - mmaction - INFO - Epoch [234][620/940] lr: 7.914e-03, eta: 9:48:54, time: 1.454, data_time: 0.005, memory: 9063, top1_acc: 0.6350, top5_acc: 0.8311, loss_cls: 1.5552, loss: 1.5552, grad_norm: 3.7859 2020-08-12 13:16:08,123 - mmaction - INFO - Epoch [234][640/940] lr: 7.914e-03, eta: 9:48:20, time: 1.634, data_time: 0.003, memory: 9063, top1_acc: 0.6471, top5_acc: 0.8357, loss_cls: 1.5004, loss: 1.5004, grad_norm: 3.7765 2020-08-12 13:16:39,244 - mmaction - INFO - Epoch [234][660/940] lr: 7.914e-03, eta: 9:47:46, time: 1.554, data_time: 0.004, memory: 9063, top1_acc: 0.6436, top5_acc: 0.8303, loss_cls: 1.5201, loss: 1.5201, grad_norm: 3.7959 2020-08-12 13:17:11,115 - mmaction - INFO - Epoch [234][680/940] lr: 7.914e-03, eta: 9:47:12, time: 1.594, data_time: 0.005, memory: 9063, top1_acc: 0.6375, top5_acc: 0.8342, loss_cls: 1.5246, loss: 1.5246, grad_norm: 3.8128 2020-08-12 13:17:44,092 - mmaction - INFO - Epoch [234][700/940] lr: 7.914e-03, eta: 9:46:38, time: 1.647, data_time: 0.008, memory: 9063, top1_acc: 0.6416, top5_acc: 0.8313, loss_cls: 1.5331, loss: 1.5331, grad_norm: 3.7484 2020-08-12 13:18:16,460 - mmaction - INFO - Epoch [234][720/940] lr: 7.914e-03, eta: 9:46:04, time: 1.621, data_time: 0.006, memory: 9063, top1_acc: 0.6377, top5_acc: 0.8332, loss_cls: 1.5276, loss: 1.5276, grad_norm: 3.7867 2020-08-12 13:18:47,844 - mmaction - INFO - Epoch [234][740/940] lr: 7.914e-03, eta: 9:45:30, time: 1.564, data_time: 0.005, memory: 9063, top1_acc: 0.6375, top5_acc: 0.8332, loss_cls: 1.5268, loss: 1.5268, grad_norm: 3.7450 2020-08-12 13:19:19,308 - mmaction - INFO - Epoch [234][760/940] lr: 7.914e-03, eta: 9:44:56, time: 1.578, data_time: 0.007, memory: 9063, top1_acc: 0.6352, top5_acc: 0.8258, loss_cls: 1.5581, loss: 1.5581, grad_norm: 3.7706 2020-08-12 13:19:51,699 - mmaction - INFO - Epoch [234][780/940] lr: 7.914e-03, eta: 9:44:22, time: 1.614, data_time: 0.007, memory: 9063, top1_acc: 0.6354, top5_acc: 0.8406, loss_cls: 1.5151, loss: 1.5151, grad_norm: 3.7483 2020-08-12 13:20:22,212 - mmaction - INFO - Epoch [234][800/940] lr: 7.914e-03, eta: 9:43:48, time: 1.530, data_time: 0.008, memory: 9063, top1_acc: 0.6445, top5_acc: 0.8404, loss_cls: 1.4917, loss: 1.4917, grad_norm: 3.7438 2020-08-12 13:20:52,164 - mmaction - INFO - Epoch [234][820/940] lr: 7.914e-03, eta: 9:43:13, time: 1.499, data_time: 0.006, memory: 9063, top1_acc: 0.6346, top5_acc: 0.8318, loss_cls: 1.5338, loss: 1.5338, grad_norm: 3.8250 2020-08-12 13:21:24,571 - mmaction - INFO - Epoch [234][840/940] lr: 7.914e-03, eta: 9:42:40, time: 1.618, data_time: 0.008, memory: 9063, top1_acc: 0.6238, top5_acc: 0.8244, loss_cls: 1.5815, loss: 1.5815, grad_norm: 3.8074 2020-08-12 13:21:55,413 - mmaction - INFO - Epoch [234][860/940] lr: 7.914e-03, eta: 9:42:05, time: 1.544, data_time: 0.006, memory: 9063, top1_acc: 0.6416, top5_acc: 0.8344, loss_cls: 1.4969, loss: 1.4969, grad_norm: 3.7454 2020-08-12 13:22:26,869 - mmaction - INFO - Epoch [234][880/940] lr: 7.914e-03, eta: 9:41:31, time: 1.572, data_time: 0.005, memory: 9063, top1_acc: 0.6248, top5_acc: 0.8295, loss_cls: 1.5472, loss: 1.5472, grad_norm: 3.8043 2020-08-12 13:22:58,234 - mmaction - INFO - Epoch [234][900/940] lr: 7.914e-03, eta: 9:40:57, time: 1.567, data_time: 0.009, memory: 9063, top1_acc: 0.6480, top5_acc: 0.8279, loss_cls: 1.5011, loss: 1.5011, grad_norm: 3.6793 2020-08-12 13:23:31,628 - mmaction - INFO - Epoch [234][920/940] lr: 7.914e-03, eta: 9:40:23, time: 1.670, data_time: 0.005, memory: 9063, top1_acc: 0.6305, top5_acc: 0.8273, loss_cls: 1.5506, loss: 1.5506, grad_norm: 3.7787 2020-08-12 13:24:02,286 - mmaction - INFO - Epoch [234][940/940] lr: 7.914e-03, eta: 9:39:49, time: 1.532, data_time: 0.006, memory: 9063, top1_acc: 0.6447, top5_acc: 0.8243, loss_cls: 1.5424, loss: 1.5424, grad_norm: 3.6934 2020-08-12 13:24:42,442 - mmaction - INFO - Epoch [235][20/940] lr: 7.245e-03, eta: 9:39:17, time: 1.981, data_time: 0.631, memory: 9063, top1_acc: 0.6410, top5_acc: 0.8324, loss_cls: 1.5045, loss: 1.5045, grad_norm: 3.7383 2020-08-12 13:25:10,530 - mmaction - INFO - Epoch [235][40/940] lr: 7.245e-03, eta: 9:38:42, time: 1.411, data_time: 0.009, memory: 9063, top1_acc: 0.6568, top5_acc: 0.8396, loss_cls: 1.4514, loss: 1.4514, grad_norm: 3.7043 2020-08-12 13:25:40,866 - mmaction - INFO - Epoch [235][60/940] lr: 7.245e-03, eta: 9:38:08, time: 1.516, data_time: 0.002, memory: 9063, top1_acc: 0.6564, top5_acc: 0.8471, loss_cls: 1.4512, loss: 1.4512, grad_norm: 3.7259 2020-08-12 13:26:13,755 - mmaction - INFO - Epoch [235][80/940] lr: 7.245e-03, eta: 9:37:34, time: 1.637, data_time: 0.005, memory: 9063, top1_acc: 0.6418, top5_acc: 0.8348, loss_cls: 1.5108, loss: 1.5108, grad_norm: 3.8101 2020-08-12 13:26:45,014 - mmaction - INFO - Epoch [235][100/940] lr: 7.245e-03, eta: 9:37:00, time: 1.571, data_time: 0.010, memory: 9063, top1_acc: 0.6480, top5_acc: 0.8475, loss_cls: 1.4562, loss: 1.4562, grad_norm: 3.7596 2020-08-12 13:27:17,531 - mmaction - INFO - Epoch [235][120/940] lr: 7.245e-03, eta: 9:36:26, time: 1.621, data_time: 0.005, memory: 9063, top1_acc: 0.6361, top5_acc: 0.8264, loss_cls: 1.5213, loss: 1.5213, grad_norm: 3.8034 2020-08-12 13:27:50,126 - mmaction - INFO - Epoch [235][140/940] lr: 7.245e-03, eta: 9:35:52, time: 1.634, data_time: 0.007, memory: 9063, top1_acc: 0.6562, top5_acc: 0.8475, loss_cls: 1.4698, loss: 1.4698, grad_norm: 3.7622 2020-08-12 13:28:22,036 - mmaction - INFO - Epoch [235][160/940] lr: 7.245e-03, eta: 9:35:18, time: 1.593, data_time: 0.010, memory: 9063, top1_acc: 0.6455, top5_acc: 0.8346, loss_cls: 1.4801, loss: 1.4801, grad_norm: 3.7365 2020-08-12 13:28:52,180 - mmaction - INFO - Epoch [235][180/940] lr: 7.245e-03, eta: 9:34:44, time: 1.511, data_time: 0.007, memory: 9063, top1_acc: 0.6404, top5_acc: 0.8299, loss_cls: 1.5012, loss: 1.5012, grad_norm: 3.7798 2020-08-12 13:29:23,139 - mmaction - INFO - Epoch [235][200/940] lr: 7.245e-03, eta: 9:34:09, time: 1.547, data_time: 0.001, memory: 9063, top1_acc: 0.6629, top5_acc: 0.8455, loss_cls: 1.4330, loss: 1.4330, grad_norm: 3.7344 2020-08-12 13:29:55,082 - mmaction - INFO - Epoch [235][220/940] lr: 7.245e-03, eta: 9:33:35, time: 1.592, data_time: 0.006, memory: 9063, top1_acc: 0.6357, top5_acc: 0.8248, loss_cls: 1.5460, loss: 1.5460, grad_norm: 3.8771 2020-08-12 13:30:27,396 - mmaction - INFO - Epoch [235][240/940] lr: 7.245e-03, eta: 9:33:01, time: 1.615, data_time: 0.008, memory: 9063, top1_acc: 0.6320, top5_acc: 0.8289, loss_cls: 1.5350, loss: 1.5350, grad_norm: 3.8170 2020-08-12 13:30:58,262 - mmaction - INFO - Epoch [235][260/940] lr: 7.245e-03, eta: 9:32:27, time: 1.547, data_time: 0.012, memory: 9063, top1_acc: 0.6371, top5_acc: 0.8316, loss_cls: 1.5365, loss: 1.5365, grad_norm: 3.8043 2020-08-12 13:31:30,448 - mmaction - INFO - Epoch [235][280/940] lr: 7.245e-03, eta: 9:31:53, time: 1.610, data_time: 0.005, memory: 9063, top1_acc: 0.6264, top5_acc: 0.8332, loss_cls: 1.5486, loss: 1.5486, grad_norm: 3.8886 2020-08-12 13:32:01,563 - mmaction - INFO - Epoch [235][300/940] lr: 7.245e-03, eta: 9:31:19, time: 1.554, data_time: 0.006, memory: 9063, top1_acc: 0.6525, top5_acc: 0.8422, loss_cls: 1.4751, loss: 1.4751, grad_norm: 3.7412 2020-08-12 13:32:33,519 - mmaction - INFO - Epoch [235][320/940] lr: 7.245e-03, eta: 9:30:45, time: 1.599, data_time: 0.005, memory: 9063, top1_acc: 0.6408, top5_acc: 0.8303, loss_cls: 1.5251, loss: 1.5251, grad_norm: 3.8078 2020-08-12 13:33:05,433 - mmaction - INFO - Epoch [235][340/940] lr: 7.245e-03, eta: 9:30:11, time: 1.595, data_time: 0.004, memory: 9063, top1_acc: 0.6408, top5_acc: 0.8291, loss_cls: 1.5157, loss: 1.5157, grad_norm: 3.8304 2020-08-12 13:33:37,292 - mmaction - INFO - Epoch [235][360/940] lr: 7.245e-03, eta: 9:29:37, time: 1.592, data_time: 0.009, memory: 9063, top1_acc: 0.6504, top5_acc: 0.8424, loss_cls: 1.4729, loss: 1.4729, grad_norm: 3.6634 2020-08-12 13:34:09,385 - mmaction - INFO - Epoch [235][380/940] lr: 7.245e-03, eta: 9:29:03, time: 1.605, data_time: 0.005, memory: 9063, top1_acc: 0.6416, top5_acc: 0.8395, loss_cls: 1.5089, loss: 1.5089, grad_norm: 3.7938 2020-08-12 13:34:40,626 - mmaction - INFO - Epoch [235][400/940] lr: 7.245e-03, eta: 9:28:29, time: 1.562, data_time: 0.006, memory: 9063, top1_acc: 0.6453, top5_acc: 0.8326, loss_cls: 1.4820, loss: 1.4820, grad_norm: 3.7460 2020-08-12 13:35:12,190 - mmaction - INFO - Epoch [235][420/940] lr: 7.245e-03, eta: 9:27:55, time: 1.574, data_time: 0.005, memory: 9063, top1_acc: 0.6354, top5_acc: 0.8318, loss_cls: 1.5288, loss: 1.5288, grad_norm: 3.8139 2020-08-12 13:35:43,471 - mmaction - INFO - Epoch [235][440/940] lr: 7.245e-03, eta: 9:27:21, time: 1.564, data_time: 0.008, memory: 9063, top1_acc: 0.6484, top5_acc: 0.8467, loss_cls: 1.5028, loss: 1.5028, grad_norm: 3.8256 2020-08-12 13:36:15,800 - mmaction - INFO - Epoch [235][460/940] lr: 7.245e-03, eta: 9:26:47, time: 1.622, data_time: 0.010, memory: 9063, top1_acc: 0.6518, top5_acc: 0.8400, loss_cls: 1.4870, loss: 1.4870, grad_norm: 3.7507 2020-08-12 13:36:46,593 - mmaction - INFO - Epoch [235][480/940] lr: 7.245e-03, eta: 9:26:13, time: 1.535, data_time: 0.002, memory: 9063, top1_acc: 0.6365, top5_acc: 0.8383, loss_cls: 1.5124, loss: 1.5124, grad_norm: 3.7615 2020-08-12 13:37:18,267 - mmaction - INFO - Epoch [235][500/940] lr: 7.245e-03, eta: 9:25:39, time: 1.586, data_time: 0.009, memory: 9063, top1_acc: 0.6381, top5_acc: 0.8346, loss_cls: 1.5205, loss: 1.5205, grad_norm: 3.7577 2020-08-12 13:37:49,568 - mmaction - INFO - Epoch [235][520/940] lr: 7.245e-03, eta: 9:25:05, time: 1.562, data_time: 0.006, memory: 9063, top1_acc: 0.6480, top5_acc: 0.8381, loss_cls: 1.4937, loss: 1.4937, grad_norm: 3.7595 2020-08-12 13:38:20,972 - mmaction - INFO - Epoch [235][540/940] lr: 7.245e-03, eta: 9:24:31, time: 1.575, data_time: 0.007, memory: 9063, top1_acc: 0.6500, top5_acc: 0.8441, loss_cls: 1.4745, loss: 1.4745, grad_norm: 3.7279 2020-08-12 13:38:52,786 - mmaction - INFO - Epoch [235][560/940] lr: 7.245e-03, eta: 9:23:57, time: 1.590, data_time: 0.005, memory: 9063, top1_acc: 0.6518, top5_acc: 0.8406, loss_cls: 1.4667, loss: 1.4667, grad_norm: 3.7351 2020-08-12 13:39:25,452 - mmaction - INFO - Epoch [235][580/940] lr: 7.245e-03, eta: 9:23:23, time: 1.634, data_time: 0.003, memory: 9063, top1_acc: 0.6529, top5_acc: 0.8414, loss_cls: 1.4571, loss: 1.4571, grad_norm: 3.6871 2020-08-12 13:39:57,451 - mmaction - INFO - Epoch [235][600/940] lr: 7.245e-03, eta: 9:22:49, time: 1.599, data_time: 0.006, memory: 9063, top1_acc: 0.6486, top5_acc: 0.8311, loss_cls: 1.5131, loss: 1.5131, grad_norm: 3.7650 2020-08-12 13:40:29,187 - mmaction - INFO - Epoch [235][620/940] lr: 7.245e-03, eta: 9:22:15, time: 1.585, data_time: 0.007, memory: 9063, top1_acc: 0.6340, top5_acc: 0.8338, loss_cls: 1.5096, loss: 1.5096, grad_norm: 3.8361 2020-08-12 13:41:00,073 - mmaction - INFO - Epoch [235][640/940] lr: 7.245e-03, eta: 9:21:41, time: 1.546, data_time: 0.008, memory: 9063, top1_acc: 0.6479, top5_acc: 0.8406, loss_cls: 1.4725, loss: 1.4725, grad_norm: 3.7834 2020-08-12 13:41:31,179 - mmaction - INFO - Epoch [235][660/940] lr: 7.245e-03, eta: 9:21:06, time: 1.557, data_time: 0.006, memory: 9063, top1_acc: 0.6531, top5_acc: 0.8395, loss_cls: 1.4647, loss: 1.4647, grad_norm: 3.7648 2020-08-12 13:42:02,498 - mmaction - INFO - Epoch [235][680/940] lr: 7.245e-03, eta: 9:20:32, time: 1.559, data_time: 0.005, memory: 9063, top1_acc: 0.6338, top5_acc: 0.8252, loss_cls: 1.5526, loss: 1.5526, grad_norm: 3.8141 2020-08-12 13:42:35,103 - mmaction - INFO - Epoch [235][700/940] lr: 7.245e-03, eta: 9:19:59, time: 1.637, data_time: 0.010, memory: 9063, top1_acc: 0.6396, top5_acc: 0.8346, loss_cls: 1.4938, loss: 1.4938, grad_norm: 3.7754 2020-08-12 13:43:06,395 - mmaction - INFO - Epoch [235][720/940] lr: 7.245e-03, eta: 9:19:24, time: 1.562, data_time: 0.007, memory: 9063, top1_acc: 0.6473, top5_acc: 0.8332, loss_cls: 1.4952, loss: 1.4952, grad_norm: 3.7097 2020-08-12 13:43:39,478 - mmaction - INFO - Epoch [235][740/940] lr: 7.245e-03, eta: 9:18:51, time: 1.657, data_time: 0.007, memory: 9063, top1_acc: 0.6518, top5_acc: 0.8412, loss_cls: 1.4614, loss: 1.4614, grad_norm: 3.7342 2020-08-12 13:44:10,543 - mmaction - INFO - Epoch [235][760/940] lr: 7.245e-03, eta: 9:18:17, time: 1.553, data_time: 0.006, memory: 9063, top1_acc: 0.6463, top5_acc: 0.8377, loss_cls: 1.4842, loss: 1.4842, grad_norm: 3.7495 2020-08-12 13:44:42,885 - mmaction - INFO - Epoch [235][780/940] lr: 7.245e-03, eta: 9:17:43, time: 1.618, data_time: 0.005, memory: 9063, top1_acc: 0.6434, top5_acc: 0.8314, loss_cls: 1.5131, loss: 1.5131, grad_norm: 3.7903 2020-08-12 13:45:13,965 - mmaction - INFO - Epoch [235][800/940] lr: 7.245e-03, eta: 9:17:09, time: 1.553, data_time: 0.005, memory: 9063, top1_acc: 0.6545, top5_acc: 0.8398, loss_cls: 1.4670, loss: 1.4670, grad_norm: 3.7493 2020-08-12 13:45:46,236 - mmaction - INFO - Epoch [235][820/940] lr: 7.245e-03, eta: 9:16:35, time: 1.614, data_time: 0.005, memory: 9063, top1_acc: 0.6529, top5_acc: 0.8395, loss_cls: 1.4744, loss: 1.4744, grad_norm: 3.8239 2020-08-12 13:46:17,352 - mmaction - INFO - Epoch [235][840/940] lr: 7.245e-03, eta: 9:16:00, time: 1.555, data_time: 0.008, memory: 9063, top1_acc: 0.6520, top5_acc: 0.8355, loss_cls: 1.5121, loss: 1.5121, grad_norm: 3.8180 2020-08-12 13:46:48,829 - mmaction - INFO - Epoch [235][860/940] lr: 7.245e-03, eta: 9:15:26, time: 1.576, data_time: 0.005, memory: 9063, top1_acc: 0.6391, top5_acc: 0.8316, loss_cls: 1.5327, loss: 1.5327, grad_norm: 3.7865 2020-08-12 13:47:20,397 - mmaction - INFO - Epoch [235][880/940] lr: 7.245e-03, eta: 9:14:52, time: 1.574, data_time: 0.005, memory: 9063, top1_acc: 0.6312, top5_acc: 0.8273, loss_cls: 1.5412, loss: 1.5412, grad_norm: 3.8882 2020-08-12 13:47:51,326 - mmaction - INFO - Epoch [235][900/940] lr: 7.245e-03, eta: 9:14:18, time: 1.550, data_time: 0.007, memory: 9063, top1_acc: 0.6484, top5_acc: 0.8336, loss_cls: 1.5107, loss: 1.5107, grad_norm: 3.7624 2020-08-12 13:48:23,924 - mmaction - INFO - Epoch [235][920/940] lr: 7.245e-03, eta: 9:13:44, time: 1.627, data_time: 0.005, memory: 9063, top1_acc: 0.6551, top5_acc: 0.8463, loss_cls: 1.4402, loss: 1.4402, grad_norm: 3.7378 2020-08-12 13:48:53,980 - mmaction - INFO - Epoch [235][940/940] lr: 7.245e-03, eta: 9:13:10, time: 1.507, data_time: 0.006, memory: 9063, top1_acc: 0.6447, top5_acc: 0.8425, loss_cls: 1.5021, loss: 1.5021, grad_norm: 3.8797 2020-08-12 13:49:31,587 - mmaction - INFO - Epoch [236][20/940] lr: 6.605e-03, eta: 9:12:37, time: 1.865, data_time: 0.416, memory: 9063, top1_acc: 0.6541, top5_acc: 0.8475, loss_cls: 1.4447, loss: 1.4447, grad_norm: 3.7524 2020-08-12 13:50:01,460 - mmaction - INFO - Epoch [236][40/940] lr: 6.605e-03, eta: 9:12:03, time: 1.490, data_time: 0.006, memory: 9063, top1_acc: 0.6518, top5_acc: 0.8352, loss_cls: 1.4690, loss: 1.4690, grad_norm: 3.7902 2020-08-12 13:50:32,511 - mmaction - INFO - Epoch [236][60/940] lr: 6.605e-03, eta: 9:11:29, time: 1.554, data_time: 0.007, memory: 9063, top1_acc: 0.6492, top5_acc: 0.8391, loss_cls: 1.4806, loss: 1.4806, grad_norm: 3.8378 2020-08-12 13:51:05,364 - mmaction - INFO - Epoch [236][80/940] lr: 6.605e-03, eta: 9:10:55, time: 1.646, data_time: 0.008, memory: 9063, top1_acc: 0.6520, top5_acc: 0.8305, loss_cls: 1.5047, loss: 1.5047, grad_norm: 3.7965 2020-08-12 13:51:35,956 - mmaction - INFO - Epoch [236][100/940] lr: 6.605e-03, eta: 9:10:21, time: 1.529, data_time: 0.001, memory: 9063, top1_acc: 0.6500, top5_acc: 0.8414, loss_cls: 1.4631, loss: 1.4631, grad_norm: 3.8027 2020-08-12 13:52:08,012 - mmaction - INFO - Epoch [236][120/940] lr: 6.605e-03, eta: 9:09:47, time: 1.601, data_time: 0.007, memory: 9063, top1_acc: 0.6504, top5_acc: 0.8455, loss_cls: 1.4736, loss: 1.4736, grad_norm: 3.8218 2020-08-12 13:52:39,593 - mmaction - INFO - Epoch [236][140/940] lr: 6.605e-03, eta: 9:09:13, time: 1.580, data_time: 0.005, memory: 9063, top1_acc: 0.6482, top5_acc: 0.8330, loss_cls: 1.4878, loss: 1.4878, grad_norm: 3.6814 2020-08-12 13:53:10,657 - mmaction - INFO - Epoch [236][160/940] lr: 6.605e-03, eta: 9:08:39, time: 1.548, data_time: 0.005, memory: 9063, top1_acc: 0.6494, top5_acc: 0.8418, loss_cls: 1.4621, loss: 1.4621, grad_norm: 3.7820 2020-08-12 13:53:41,649 - mmaction - INFO - Epoch [236][180/940] lr: 6.605e-03, eta: 9:08:04, time: 1.555, data_time: 0.008, memory: 9063, top1_acc: 0.6484, top5_acc: 0.8314, loss_cls: 1.5064, loss: 1.5064, grad_norm: 3.8453 2020-08-12 13:54:12,689 - mmaction - INFO - Epoch [236][200/940] lr: 6.605e-03, eta: 9:07:30, time: 1.551, data_time: 0.005, memory: 9063, top1_acc: 0.6555, top5_acc: 0.8408, loss_cls: 1.4721, loss: 1.4721, grad_norm: 3.8453 2020-08-12 13:54:44,430 - mmaction - INFO - Epoch [236][220/940] lr: 6.605e-03, eta: 9:06:56, time: 1.589, data_time: 0.005, memory: 9063, top1_acc: 0.6488, top5_acc: 0.8377, loss_cls: 1.4793, loss: 1.4793, grad_norm: 3.7628 2020-08-12 13:55:17,196 - mmaction - INFO - Epoch [236][240/940] lr: 6.605e-03, eta: 9:06:23, time: 1.638, data_time: 0.008, memory: 9063, top1_acc: 0.6506, top5_acc: 0.8420, loss_cls: 1.4715, loss: 1.4715, grad_norm: 3.8098 2020-08-12 13:55:48,110 - mmaction - INFO - Epoch [236][260/940] lr: 6.605e-03, eta: 9:05:48, time: 1.546, data_time: 0.004, memory: 9063, top1_acc: 0.6510, top5_acc: 0.8393, loss_cls: 1.4676, loss: 1.4676, grad_norm: 3.8393 2020-08-12 13:56:20,240 - mmaction - INFO - Epoch [236][280/940] lr: 6.605e-03, eta: 9:05:15, time: 1.606, data_time: 0.005, memory: 9063, top1_acc: 0.6389, top5_acc: 0.8244, loss_cls: 1.5320, loss: 1.5320, grad_norm: 3.8366 2020-08-12 13:56:51,799 - mmaction - INFO - Epoch [236][300/940] lr: 6.605e-03, eta: 9:04:40, time: 1.574, data_time: 0.005, memory: 9063, top1_acc: 0.6475, top5_acc: 0.8377, loss_cls: 1.4844, loss: 1.4844, grad_norm: 3.7592 2020-08-12 13:57:22,458 - mmaction - INFO - Epoch [236][320/940] lr: 6.605e-03, eta: 9:04:06, time: 1.536, data_time: 0.010, memory: 9063, top1_acc: 0.6494, top5_acc: 0.8436, loss_cls: 1.4567, loss: 1.4567, grad_norm: 3.7374 2020-08-12 13:57:53,570 - mmaction - INFO - Epoch [236][340/940] lr: 6.605e-03, eta: 9:03:32, time: 1.557, data_time: 0.006, memory: 9063, top1_acc: 0.6441, top5_acc: 0.8326, loss_cls: 1.5013, loss: 1.5013, grad_norm: 3.7924 2020-08-12 13:58:25,124 - mmaction - INFO - Epoch [236][360/940] lr: 6.605e-03, eta: 9:02:58, time: 1.576, data_time: 0.005, memory: 9063, top1_acc: 0.6609, top5_acc: 0.8404, loss_cls: 1.4546, loss: 1.4546, grad_norm: 3.7551 2020-08-12 13:58:56,825 - mmaction - INFO - Epoch [236][380/940] lr: 6.605e-03, eta: 9:02:24, time: 1.587, data_time: 0.005, memory: 9063, top1_acc: 0.6559, top5_acc: 0.8410, loss_cls: 1.4779, loss: 1.4779, grad_norm: 3.8480 2020-08-12 13:59:28,838 - mmaction - INFO - Epoch [236][400/940] lr: 6.605e-03, eta: 9:01:50, time: 1.600, data_time: 0.002, memory: 9063, top1_acc: 0.6521, top5_acc: 0.8385, loss_cls: 1.4940, loss: 1.4940, grad_norm: 3.8846 2020-08-12 14:00:00,181 - mmaction - INFO - Epoch [236][420/940] lr: 6.605e-03, eta: 9:01:16, time: 1.567, data_time: 0.008, memory: 9063, top1_acc: 0.6457, top5_acc: 0.8449, loss_cls: 1.4783, loss: 1.4783, grad_norm: 3.8707 2020-08-12 14:00:37,372 - mmaction - INFO - Epoch [236][440/940] lr: 6.605e-03, eta: 9:00:43, time: 1.851, data_time: 0.004, memory: 9063, top1_acc: 0.6434, top5_acc: 0.8398, loss_cls: 1.4752, loss: 1.4752, grad_norm: 3.8735 2020-08-12 14:01:05,504 - mmaction - INFO - Epoch [236][460/940] lr: 6.605e-03, eta: 9:00:09, time: 1.412, data_time: 0.025, memory: 9063, top1_acc: 0.6424, top5_acc: 0.8367, loss_cls: 1.5043, loss: 1.5043, grad_norm: 3.8146 2020-08-12 14:01:36,960 - mmaction - INFO - Epoch [236][480/940] lr: 6.605e-03, eta: 8:59:35, time: 1.575, data_time: 0.007, memory: 9063, top1_acc: 0.6543, top5_acc: 0.8447, loss_cls: 1.4467, loss: 1.4467, grad_norm: 3.7922 2020-08-12 14:02:07,104 - mmaction - INFO - Epoch [236][500/940] lr: 6.605e-03, eta: 8:59:00, time: 1.509, data_time: 0.006, memory: 9063, top1_acc: 0.6355, top5_acc: 0.8307, loss_cls: 1.5086, loss: 1.5086, grad_norm: 3.8596 2020-08-12 14:02:37,783 - mmaction - INFO - Epoch [236][520/940] lr: 6.605e-03, eta: 8:58:26, time: 1.529, data_time: 0.006, memory: 9063, top1_acc: 0.6459, top5_acc: 0.8418, loss_cls: 1.4901, loss: 1.4901, grad_norm: 3.8646 2020-08-12 14:03:09,410 - mmaction - INFO - Epoch [236][540/940] lr: 6.605e-03, eta: 8:57:52, time: 1.586, data_time: 0.008, memory: 9063, top1_acc: 0.6527, top5_acc: 0.8395, loss_cls: 1.4689, loss: 1.4689, grad_norm: 3.8515 2020-08-12 14:03:40,790 - mmaction - INFO - Epoch [236][560/940] lr: 6.605e-03, eta: 8:57:18, time: 1.568, data_time: 0.006, memory: 9063, top1_acc: 0.6467, top5_acc: 0.8332, loss_cls: 1.4956, loss: 1.4956, grad_norm: 3.8328 2020-08-12 14:04:12,539 - mmaction - INFO - Epoch [236][580/940] lr: 6.605e-03, eta: 8:56:44, time: 1.589, data_time: 0.005, memory: 9063, top1_acc: 0.6445, top5_acc: 0.8363, loss_cls: 1.5060, loss: 1.5060, grad_norm: 3.8487 2020-08-12 14:04:44,752 - mmaction - INFO - Epoch [236][600/940] lr: 6.605e-03, eta: 8:56:10, time: 1.603, data_time: 0.005, memory: 9063, top1_acc: 0.6389, top5_acc: 0.8252, loss_cls: 1.5252, loss: 1.5252, grad_norm: 3.8688 2020-08-12 14:05:15,077 - mmaction - INFO - Epoch [236][620/940] lr: 6.605e-03, eta: 8:55:36, time: 1.521, data_time: 0.009, memory: 9063, top1_acc: 0.6389, top5_acc: 0.8227, loss_cls: 1.5381, loss: 1.5381, grad_norm: 3.8696 2020-08-12 14:05:46,959 - mmaction - INFO - Epoch [236][640/940] lr: 6.605e-03, eta: 8:55:02, time: 1.594, data_time: 0.007, memory: 9063, top1_acc: 0.6395, top5_acc: 0.8313, loss_cls: 1.5274, loss: 1.5274, grad_norm: 3.8668 2020-08-12 14:06:18,426 - mmaction - INFO - Epoch [236][660/940] lr: 6.605e-03, eta: 8:54:28, time: 1.571, data_time: 0.007, memory: 9063, top1_acc: 0.6473, top5_acc: 0.8338, loss_cls: 1.4816, loss: 1.4816, grad_norm: 3.7996 2020-08-12 14:06:48,988 - mmaction - INFO - Epoch [236][680/940] lr: 6.605e-03, eta: 8:53:54, time: 1.532, data_time: 0.007, memory: 9063, top1_acc: 0.6502, top5_acc: 0.8371, loss_cls: 1.4851, loss: 1.4851, grad_norm: 3.8901 2020-08-12 14:07:20,389 - mmaction - INFO - Epoch [236][700/940] lr: 6.605e-03, eta: 8:53:20, time: 1.567, data_time: 0.005, memory: 9063, top1_acc: 0.6520, top5_acc: 0.8385, loss_cls: 1.4740, loss: 1.4740, grad_norm: 3.7890 2020-08-12 14:07:51,874 - mmaction - INFO - Epoch [236][720/940] lr: 6.605e-03, eta: 8:52:46, time: 1.577, data_time: 0.006, memory: 9063, top1_acc: 0.6525, top5_acc: 0.8375, loss_cls: 1.4833, loss: 1.4833, grad_norm: 3.8374 2020-08-12 14:08:24,159 - mmaction - INFO - Epoch [236][740/940] lr: 6.605e-03, eta: 8:52:12, time: 1.613, data_time: 0.005, memory: 9063, top1_acc: 0.6408, top5_acc: 0.8348, loss_cls: 1.5184, loss: 1.5184, grad_norm: 3.8516 2020-08-12 14:08:54,961 - mmaction - INFO - Epoch [236][760/940] lr: 6.605e-03, eta: 8:51:38, time: 1.541, data_time: 0.005, memory: 9063, top1_acc: 0.6490, top5_acc: 0.8410, loss_cls: 1.4755, loss: 1.4755, grad_norm: 3.8521 2020-08-12 14:09:27,539 - mmaction - INFO - Epoch [236][780/940] lr: 6.605e-03, eta: 8:51:04, time: 1.627, data_time: 0.002, memory: 9063, top1_acc: 0.6441, top5_acc: 0.8404, loss_cls: 1.4803, loss: 1.4803, grad_norm: 3.8249 2020-08-12 14:09:58,537 - mmaction - INFO - Epoch [236][800/940] lr: 6.605e-03, eta: 8:50:30, time: 1.548, data_time: 0.008, memory: 9063, top1_acc: 0.6529, top5_acc: 0.8441, loss_cls: 1.4597, loss: 1.4597, grad_norm: 3.7684 2020-08-12 14:10:29,888 - mmaction - INFO - Epoch [236][820/940] lr: 6.605e-03, eta: 8:49:56, time: 1.569, data_time: 0.007, memory: 9063, top1_acc: 0.6502, top5_acc: 0.8377, loss_cls: 1.4664, loss: 1.4664, grad_norm: 3.7353 2020-08-12 14:11:00,254 - mmaction - INFO - Epoch [236][840/940] lr: 6.605e-03, eta: 8:49:22, time: 1.519, data_time: 0.007, memory: 9063, top1_acc: 0.6557, top5_acc: 0.8410, loss_cls: 1.4622, loss: 1.4622, grad_norm: 3.7568 2020-08-12 14:11:32,270 - mmaction - INFO - Epoch [236][860/940] lr: 6.605e-03, eta: 8:48:48, time: 1.601, data_time: 0.004, memory: 9063, top1_acc: 0.6471, top5_acc: 0.8254, loss_cls: 1.5291, loss: 1.5291, grad_norm: 3.8648 2020-08-12 14:12:04,069 - mmaction - INFO - Epoch [236][880/940] lr: 6.605e-03, eta: 8:48:14, time: 1.588, data_time: 0.006, memory: 9063, top1_acc: 0.6461, top5_acc: 0.8418, loss_cls: 1.4656, loss: 1.4656, grad_norm: 3.8479 2020-08-12 14:12:36,187 - mmaction - INFO - Epoch [236][900/940] lr: 6.605e-03, eta: 8:47:40, time: 1.606, data_time: 0.006, memory: 9063, top1_acc: 0.6434, top5_acc: 0.8365, loss_cls: 1.4890, loss: 1.4890, grad_norm: 3.8655 2020-08-12 14:13:05,472 - mmaction - INFO - Epoch [236][920/940] lr: 6.605e-03, eta: 8:47:05, time: 1.466, data_time: 0.006, memory: 9063, top1_acc: 0.6453, top5_acc: 0.8305, loss_cls: 1.5139, loss: 1.5139, grad_norm: 3.7816 2020-08-12 14:13:35,149 - mmaction - INFO - Epoch [236][940/940] lr: 6.605e-03, eta: 8:46:31, time: 1.485, data_time: 0.004, memory: 9063, top1_acc: 0.6386, top5_acc: 0.8362, loss_cls: 1.5020, loss: 1.5020, grad_norm: 3.8866 2020-08-12 14:13:35,628 - mmaction - INFO - Saving checkpoint at 236 epochs 2020-08-12 14:14:16,639 - mmaction - INFO - Epoch [237][20/940] lr: 5.994e-03, eta: 8:45:58, time: 1.911, data_time: 0.489, memory: 9063, top1_acc: 0.6455, top5_acc: 0.8314, loss_cls: 1.5130, loss: 1.5130, grad_norm: 3.8212 2020-08-12 14:14:46,560 - mmaction - INFO - Epoch [237][40/940] lr: 5.994e-03, eta: 8:45:24, time: 1.494, data_time: 0.007, memory: 9063, top1_acc: 0.6377, top5_acc: 0.8264, loss_cls: 1.5327, loss: 1.5327, grad_norm: 3.8494 2020-08-12 14:15:16,828 - mmaction - INFO - Epoch [237][60/940] lr: 5.994e-03, eta: 8:44:50, time: 1.517, data_time: 0.009, memory: 9063, top1_acc: 0.6518, top5_acc: 0.8309, loss_cls: 1.4892, loss: 1.4892, grad_norm: 3.8192 2020-08-12 14:15:47,191 - mmaction - INFO - Epoch [237][80/940] lr: 5.994e-03, eta: 8:44:16, time: 1.519, data_time: 0.006, memory: 9063, top1_acc: 0.6453, top5_acc: 0.8406, loss_cls: 1.4914, loss: 1.4914, grad_norm: 3.9050 2020-08-12 14:16:18,431 - mmaction - INFO - Epoch [237][100/940] lr: 5.994e-03, eta: 8:43:42, time: 1.560, data_time: 0.005, memory: 9063, top1_acc: 0.6602, top5_acc: 0.8371, loss_cls: 1.4536, loss: 1.4536, grad_norm: 3.8270 2020-08-12 14:16:50,375 - mmaction - INFO - Epoch [237][120/940] lr: 5.994e-03, eta: 8:43:08, time: 1.599, data_time: 0.007, memory: 9063, top1_acc: 0.6605, top5_acc: 0.8416, loss_cls: 1.4577, loss: 1.4577, grad_norm: 3.7851 2020-08-12 14:17:21,988 - mmaction - INFO - Epoch [237][140/940] lr: 5.994e-03, eta: 8:42:34, time: 1.580, data_time: 0.006, memory: 9063, top1_acc: 0.6490, top5_acc: 0.8385, loss_cls: 1.4773, loss: 1.4773, grad_norm: 3.9302 2020-08-12 14:17:53,032 - mmaction - INFO - Epoch [237][160/940] lr: 5.994e-03, eta: 8:42:00, time: 1.549, data_time: 0.007, memory: 9063, top1_acc: 0.6488, top5_acc: 0.8402, loss_cls: 1.4765, loss: 1.4765, grad_norm: 3.8100 2020-08-12 14:18:25,385 - mmaction - INFO - Epoch [237][180/940] lr: 5.994e-03, eta: 8:41:26, time: 1.622, data_time: 0.007, memory: 9063, top1_acc: 0.6576, top5_acc: 0.8465, loss_cls: 1.4331, loss: 1.4331, grad_norm: 3.8068 2020-08-12 14:18:57,675 - mmaction - INFO - Epoch [237][200/940] lr: 5.994e-03, eta: 8:40:52, time: 1.615, data_time: 0.005, memory: 9063, top1_acc: 0.6672, top5_acc: 0.8504, loss_cls: 1.4305, loss: 1.4305, grad_norm: 3.7231 2020-08-12 14:19:30,608 - mmaction - INFO - Epoch [237][220/940] lr: 5.994e-03, eta: 8:40:18, time: 1.646, data_time: 0.002, memory: 9063, top1_acc: 0.6582, top5_acc: 0.8445, loss_cls: 1.4175, loss: 1.4175, grad_norm: 3.7736 2020-08-12 14:20:02,081 - mmaction - INFO - Epoch [237][240/940] lr: 5.994e-03, eta: 8:39:44, time: 1.574, data_time: 0.006, memory: 9063, top1_acc: 0.6514, top5_acc: 0.8391, loss_cls: 1.4830, loss: 1.4830, grad_norm: 3.9390 2020-08-12 14:20:33,977 - mmaction - INFO - Epoch [237][260/940] lr: 5.994e-03, eta: 8:39:10, time: 1.593, data_time: 0.005, memory: 9063, top1_acc: 0.6598, top5_acc: 0.8400, loss_cls: 1.4775, loss: 1.4775, grad_norm: 3.8950 2020-08-12 14:21:06,863 - mmaction - INFO - Epoch [237][280/940] lr: 5.994e-03, eta: 8:38:37, time: 1.646, data_time: 0.008, memory: 9063, top1_acc: 0.6371, top5_acc: 0.8316, loss_cls: 1.5178, loss: 1.5178, grad_norm: 3.9057 2020-08-12 14:21:39,769 - mmaction - INFO - Epoch [237][300/940] lr: 5.994e-03, eta: 8:38:03, time: 1.645, data_time: 0.004, memory: 9063, top1_acc: 0.6494, top5_acc: 0.8367, loss_cls: 1.4689, loss: 1.4689, grad_norm: 3.8442 2020-08-12 14:22:12,643 - mmaction - INFO - Epoch [237][320/940] lr: 5.994e-03, eta: 8:37:29, time: 1.642, data_time: 0.005, memory: 9063, top1_acc: 0.6549, top5_acc: 0.8434, loss_cls: 1.4569, loss: 1.4569, grad_norm: 3.8123 2020-08-12 14:22:47,100 - mmaction - INFO - Epoch [237][340/940] lr: 5.994e-03, eta: 8:36:56, time: 1.725, data_time: 0.006, memory: 9063, top1_acc: 0.6564, top5_acc: 0.8402, loss_cls: 1.4763, loss: 1.4763, grad_norm: 3.9096 2020-08-12 14:23:20,520 - mmaction - INFO - Epoch [237][360/940] lr: 5.994e-03, eta: 8:36:22, time: 1.668, data_time: 0.008, memory: 9063, top1_acc: 0.6553, top5_acc: 0.8436, loss_cls: 1.4729, loss: 1.4729, grad_norm: 3.8410 2020-08-12 14:23:54,400 - mmaction - INFO - Epoch [237][380/940] lr: 5.994e-03, eta: 8:35:49, time: 1.695, data_time: 0.007, memory: 9063, top1_acc: 0.6693, top5_acc: 0.8498, loss_cls: 1.4212, loss: 1.4212, grad_norm: 3.8321 2020-08-12 14:24:27,073 - mmaction - INFO - Epoch [237][400/940] lr: 5.994e-03, eta: 8:35:15, time: 1.636, data_time: 0.006, memory: 9063, top1_acc: 0.6553, top5_acc: 0.8383, loss_cls: 1.4591, loss: 1.4591, grad_norm: 3.8670 2020-08-12 14:25:00,389 - mmaction - INFO - Epoch [237][420/940] lr: 5.994e-03, eta: 8:34:41, time: 1.664, data_time: 0.007, memory: 9063, top1_acc: 0.6473, top5_acc: 0.8404, loss_cls: 1.4656, loss: 1.4656, grad_norm: 3.8768 2020-08-12 14:25:34,401 - mmaction - INFO - Epoch [237][440/940] lr: 5.994e-03, eta: 8:34:08, time: 1.698, data_time: 0.007, memory: 9063, top1_acc: 0.6543, top5_acc: 0.8426, loss_cls: 1.4499, loss: 1.4499, grad_norm: 3.8860 2020-08-12 14:26:08,442 - mmaction - INFO - Epoch [237][460/940] lr: 5.994e-03, eta: 8:33:34, time: 1.705, data_time: 0.010, memory: 9063, top1_acc: 0.6572, top5_acc: 0.8412, loss_cls: 1.4546, loss: 1.4546, grad_norm: 3.9273 2020-08-12 14:26:42,384 - mmaction - INFO - Epoch [237][480/940] lr: 5.994e-03, eta: 8:33:00, time: 1.699, data_time: 0.006, memory: 9063, top1_acc: 0.6551, top5_acc: 0.8389, loss_cls: 1.4599, loss: 1.4599, grad_norm: 3.9073 2020-08-12 14:27:16,303 - mmaction - INFO - Epoch [237][500/940] lr: 5.994e-03, eta: 8:32:27, time: 1.694, data_time: 0.005, memory: 9063, top1_acc: 0.6475, top5_acc: 0.8408, loss_cls: 1.4685, loss: 1.4685, grad_norm: 3.9099 2020-08-12 14:27:51,209 - mmaction - INFO - Epoch [237][520/940] lr: 5.994e-03, eta: 8:31:54, time: 1.747, data_time: 0.007, memory: 9063, top1_acc: 0.6562, top5_acc: 0.8492, loss_cls: 1.4264, loss: 1.4264, grad_norm: 3.9727 2020-08-12 14:28:25,837 - mmaction - INFO - Epoch [237][540/940] lr: 5.994e-03, eta: 8:31:20, time: 1.730, data_time: 0.007, memory: 9063, top1_acc: 0.6486, top5_acc: 0.8373, loss_cls: 1.4814, loss: 1.4814, grad_norm: 3.8561 2020-08-12 14:28:59,429 - mmaction - INFO - Epoch [237][560/940] lr: 5.994e-03, eta: 8:30:47, time: 1.681, data_time: 0.007, memory: 9063, top1_acc: 0.6602, top5_acc: 0.8396, loss_cls: 1.4623, loss: 1.4623, grad_norm: 3.7839 2020-08-12 14:29:31,113 - mmaction - INFO - Epoch [237][580/940] lr: 5.994e-03, eta: 8:30:13, time: 1.585, data_time: 0.007, memory: 9063, top1_acc: 0.6607, top5_acc: 0.8430, loss_cls: 1.4359, loss: 1.4359, grad_norm: 3.9007 2020-08-12 14:30:05,096 - mmaction - INFO - Epoch [237][600/940] lr: 5.994e-03, eta: 8:29:39, time: 1.699, data_time: 0.007, memory: 9063, top1_acc: 0.6516, top5_acc: 0.8355, loss_cls: 1.4838, loss: 1.4838, grad_norm: 3.8908 2020-08-12 14:30:39,717 - mmaction - INFO - Epoch [237][620/940] lr: 5.994e-03, eta: 8:29:06, time: 1.731, data_time: 0.002, memory: 9063, top1_acc: 0.6582, top5_acc: 0.8459, loss_cls: 1.4307, loss: 1.4307, grad_norm: 3.9178 2020-08-12 14:31:12,977 - mmaction - INFO - Epoch [237][640/940] lr: 5.994e-03, eta: 8:28:32, time: 1.659, data_time: 0.006, memory: 9063, top1_acc: 0.6568, top5_acc: 0.8436, loss_cls: 1.4581, loss: 1.4581, grad_norm: 3.8737 2020-08-12 14:31:47,057 - mmaction - INFO - Epoch [237][660/940] lr: 5.994e-03, eta: 8:27:58, time: 1.708, data_time: 0.007, memory: 9063, top1_acc: 0.6506, top5_acc: 0.8387, loss_cls: 1.4617, loss: 1.4617, grad_norm: 3.9007 2020-08-12 14:32:19,361 - mmaction - INFO - Epoch [237][680/940] lr: 5.994e-03, eta: 8:27:25, time: 1.612, data_time: 0.005, memory: 9063, top1_acc: 0.6586, top5_acc: 0.8482, loss_cls: 1.4316, loss: 1.4316, grad_norm: 3.8076 2020-08-12 14:32:53,937 - mmaction - INFO - Epoch [237][700/940] lr: 5.994e-03, eta: 8:26:51, time: 1.732, data_time: 0.007, memory: 9063, top1_acc: 0.6609, top5_acc: 0.8424, loss_cls: 1.4298, loss: 1.4298, grad_norm: 3.8425 2020-08-12 14:33:27,536 - mmaction - INFO - Epoch [237][720/940] lr: 5.994e-03, eta: 8:26:18, time: 1.680, data_time: 0.003, memory: 9063, top1_acc: 0.6600, top5_acc: 0.8461, loss_cls: 1.4266, loss: 1.4266, grad_norm: 3.8123 2020-08-12 14:34:00,552 - mmaction - INFO - Epoch [237][740/940] lr: 5.994e-03, eta: 8:25:44, time: 1.649, data_time: 0.008, memory: 9063, top1_acc: 0.6574, top5_acc: 0.8334, loss_cls: 1.4960, loss: 1.4960, grad_norm: 3.8943 2020-08-12 14:34:33,447 - mmaction - INFO - Epoch [237][760/940] lr: 5.994e-03, eta: 8:25:10, time: 1.646, data_time: 0.007, memory: 9063, top1_acc: 0.6414, top5_acc: 0.8381, loss_cls: 1.5082, loss: 1.5082, grad_norm: 3.9251 2020-08-12 14:35:07,349 - mmaction - INFO - Epoch [237][780/940] lr: 5.994e-03, eta: 8:24:37, time: 1.689, data_time: 0.005, memory: 9063, top1_acc: 0.6516, top5_acc: 0.8459, loss_cls: 1.4501, loss: 1.4501, grad_norm: 3.8727 2020-08-12 14:35:40,036 - mmaction - INFO - Epoch [237][800/940] lr: 5.994e-03, eta: 8:24:03, time: 1.641, data_time: 0.009, memory: 9063, top1_acc: 0.6520, top5_acc: 0.8314, loss_cls: 1.4747, loss: 1.4747, grad_norm: 3.8926 2020-08-12 14:36:13,269 - mmaction - INFO - Epoch [237][820/940] lr: 5.994e-03, eta: 8:23:29, time: 1.660, data_time: 0.007, memory: 9063, top1_acc: 0.6441, top5_acc: 0.8359, loss_cls: 1.4896, loss: 1.4896, grad_norm: 3.9266 2020-08-12 14:36:45,346 - mmaction - INFO - Epoch [237][840/940] lr: 5.994e-03, eta: 8:22:55, time: 1.607, data_time: 0.006, memory: 9063, top1_acc: 0.6529, top5_acc: 0.8396, loss_cls: 1.4601, loss: 1.4601, grad_norm: 3.9021 2020-08-12 14:37:18,590 - mmaction - INFO - Epoch [237][860/940] lr: 5.994e-03, eta: 8:22:22, time: 1.660, data_time: 0.005, memory: 9063, top1_acc: 0.6533, top5_acc: 0.8314, loss_cls: 1.4818, loss: 1.4818, grad_norm: 3.9401 2020-08-12 14:37:50,169 - mmaction - INFO - Epoch [237][880/940] lr: 5.994e-03, eta: 8:21:48, time: 1.580, data_time: 0.005, memory: 9063, top1_acc: 0.6580, top5_acc: 0.8424, loss_cls: 1.4508, loss: 1.4508, grad_norm: 3.8732 2020-08-12 14:38:22,478 - mmaction - INFO - Epoch [237][900/940] lr: 5.994e-03, eta: 8:21:14, time: 1.615, data_time: 0.006, memory: 9063, top1_acc: 0.6451, top5_acc: 0.8438, loss_cls: 1.4844, loss: 1.4844, grad_norm: 3.8814 2020-08-12 14:38:56,639 - mmaction - INFO - Epoch [237][920/940] lr: 5.994e-03, eta: 8:20:40, time: 1.708, data_time: 0.004, memory: 9063, top1_acc: 0.6367, top5_acc: 0.8342, loss_cls: 1.5199, loss: 1.5199, grad_norm: 4.0019 2020-08-12 14:39:27,279 - mmaction - INFO - Epoch [237][940/940] lr: 5.994e-03, eta: 8:20:06, time: 1.532, data_time: 0.002, memory: 9063, top1_acc: 0.6552, top5_acc: 0.8330, loss_cls: 1.4844, loss: 1.4844, grad_norm: 3.8911 2020-08-12 14:40:05,745 - mmaction - INFO - Epoch [238][20/940] lr: 5.412e-03, eta: 8:19:33, time: 1.910, data_time: 0.410, memory: 9063, top1_acc: 0.6594, top5_acc: 0.8406, loss_cls: 1.4569, loss: 1.4569, grad_norm: 3.8672 2020-08-12 14:40:37,389 - mmaction - INFO - Epoch [238][40/940] lr: 5.412e-03, eta: 8:18:59, time: 1.582, data_time: 0.002, memory: 9063, top1_acc: 0.6510, top5_acc: 0.8475, loss_cls: 1.4355, loss: 1.4355, grad_norm: 3.9011 2020-08-12 14:41:09,198 - mmaction - INFO - Epoch [238][60/940] lr: 5.412e-03, eta: 8:18:26, time: 1.590, data_time: 0.006, memory: 9063, top1_acc: 0.6609, top5_acc: 0.8396, loss_cls: 1.4497, loss: 1.4497, grad_norm: 3.9248 2020-08-12 14:41:40,967 - mmaction - INFO - Epoch [238][80/940] lr: 5.412e-03, eta: 8:17:52, time: 1.589, data_time: 0.005, memory: 9063, top1_acc: 0.6617, top5_acc: 0.8389, loss_cls: 1.4459, loss: 1.4459, grad_norm: 3.8591 2020-08-12 14:42:13,082 - mmaction - INFO - Epoch [238][100/940] lr: 5.412e-03, eta: 8:17:18, time: 1.604, data_time: 0.009, memory: 9063, top1_acc: 0.6604, top5_acc: 0.8467, loss_cls: 1.4058, loss: 1.4058, grad_norm: 3.9429 2020-08-12 14:42:44,439 - mmaction - INFO - Epoch [238][120/940] lr: 5.412e-03, eta: 8:16:44, time: 1.569, data_time: 0.006, memory: 9063, top1_acc: 0.6566, top5_acc: 0.8354, loss_cls: 1.4776, loss: 1.4776, grad_norm: 3.9052 2020-08-12 14:43:18,138 - mmaction - INFO - Epoch [238][140/940] lr: 5.412e-03, eta: 8:16:10, time: 1.683, data_time: 0.005, memory: 9063, top1_acc: 0.6562, top5_acc: 0.8400, loss_cls: 1.4481, loss: 1.4481, grad_norm: 3.9192 2020-08-12 14:43:50,065 - mmaction - INFO - Epoch [238][160/940] lr: 5.412e-03, eta: 8:15:36, time: 1.597, data_time: 0.006, memory: 9063, top1_acc: 0.6580, top5_acc: 0.8383, loss_cls: 1.4643, loss: 1.4643, grad_norm: 3.8898 2020-08-12 14:44:23,267 - mmaction - INFO - Epoch [238][180/940] lr: 5.412e-03, eta: 8:15:03, time: 1.663, data_time: 0.007, memory: 9063, top1_acc: 0.6619, top5_acc: 0.8355, loss_cls: 1.4475, loss: 1.4475, grad_norm: 3.8745 2020-08-12 14:44:55,641 - mmaction - INFO - Epoch [238][200/940] lr: 5.412e-03, eta: 8:14:29, time: 1.617, data_time: 0.004, memory: 9063, top1_acc: 0.6709, top5_acc: 0.8490, loss_cls: 1.4032, loss: 1.4032, grad_norm: 3.8339 2020-08-12 14:45:28,278 - mmaction - INFO - Epoch [238][220/940] lr: 5.412e-03, eta: 8:13:55, time: 1.633, data_time: 0.007, memory: 9063, top1_acc: 0.6736, top5_acc: 0.8518, loss_cls: 1.4010, loss: 1.4010, grad_norm: 3.8073 2020-08-12 14:46:00,563 - mmaction - INFO - Epoch [238][240/940] lr: 5.412e-03, eta: 8:13:21, time: 1.613, data_time: 0.009, memory: 9063, top1_acc: 0.6439, top5_acc: 0.8436, loss_cls: 1.4812, loss: 1.4812, grad_norm: 3.9669 2020-08-12 14:46:32,950 - mmaction - INFO - Epoch [238][260/940] lr: 5.412e-03, eta: 8:12:47, time: 1.621, data_time: 0.005, memory: 9063, top1_acc: 0.6533, top5_acc: 0.8395, loss_cls: 1.4463, loss: 1.4463, grad_norm: 3.8960 2020-08-12 14:47:04,502 - mmaction - INFO - Epoch [238][280/940] lr: 5.412e-03, eta: 8:12:13, time: 1.578, data_time: 0.005, memory: 9063, top1_acc: 0.6598, top5_acc: 0.8455, loss_cls: 1.4207, loss: 1.4207, grad_norm: 3.8536 2020-08-12 14:47:36,090 - mmaction - INFO - Epoch [238][300/940] lr: 5.412e-03, eta: 8:11:40, time: 1.579, data_time: 0.006, memory: 9063, top1_acc: 0.6451, top5_acc: 0.8324, loss_cls: 1.5109, loss: 1.5109, grad_norm: 3.9687 2020-08-12 14:48:06,792 - mmaction - INFO - Epoch [238][320/940] lr: 5.412e-03, eta: 8:11:05, time: 1.535, data_time: 0.005, memory: 9063, top1_acc: 0.6553, top5_acc: 0.8365, loss_cls: 1.4786, loss: 1.4786, grad_norm: 3.9251 2020-08-12 14:48:37,899 - mmaction - INFO - Epoch [238][340/940] lr: 5.412e-03, eta: 8:10:31, time: 1.555, data_time: 0.002, memory: 9063, top1_acc: 0.6695, top5_acc: 0.8498, loss_cls: 1.4164, loss: 1.4164, grad_norm: 3.8753 2020-08-12 14:49:09,408 - mmaction - INFO - Epoch [238][360/940] lr: 5.412e-03, eta: 8:09:57, time: 1.573, data_time: 0.005, memory: 9063, top1_acc: 0.6555, top5_acc: 0.8459, loss_cls: 1.4455, loss: 1.4455, grad_norm: 3.9150 2020-08-12 14:49:40,804 - mmaction - INFO - Epoch [238][380/940] lr: 5.412e-03, eta: 8:09:23, time: 1.572, data_time: 0.006, memory: 9063, top1_acc: 0.6516, top5_acc: 0.8375, loss_cls: 1.4772, loss: 1.4772, grad_norm: 3.9677 2020-08-12 14:50:13,251 - mmaction - INFO - Epoch [238][400/940] lr: 5.412e-03, eta: 8:08:50, time: 1.620, data_time: 0.002, memory: 9063, top1_acc: 0.6680, top5_acc: 0.8457, loss_cls: 1.4297, loss: 1.4297, grad_norm: 3.9304 2020-08-12 14:50:46,433 - mmaction - INFO - Epoch [238][420/940] lr: 5.412e-03, eta: 8:08:16, time: 1.660, data_time: 0.008, memory: 9063, top1_acc: 0.6592, top5_acc: 0.8402, loss_cls: 1.4492, loss: 1.4492, grad_norm: 3.8463 2020-08-12 14:51:18,341 - mmaction - INFO - Epoch [238][440/940] lr: 5.412e-03, eta: 8:07:42, time: 1.595, data_time: 0.006, memory: 9063, top1_acc: 0.6525, top5_acc: 0.8410, loss_cls: 1.4836, loss: 1.4836, grad_norm: 3.9613 2020-08-12 14:51:51,320 - mmaction - INFO - Epoch [238][460/940] lr: 5.412e-03, eta: 8:07:08, time: 1.650, data_time: 0.006, memory: 9063, top1_acc: 0.6498, top5_acc: 0.8402, loss_cls: 1.4579, loss: 1.4579, grad_norm: 3.9498 2020-08-12 14:52:24,515 - mmaction - INFO - Epoch [238][480/940] lr: 5.412e-03, eta: 8:06:35, time: 1.656, data_time: 0.006, memory: 9063, top1_acc: 0.6471, top5_acc: 0.8486, loss_cls: 1.4536, loss: 1.4536, grad_norm: 3.9595 2020-08-12 14:52:58,136 - mmaction - INFO - Epoch [238][500/940] lr: 5.412e-03, eta: 8:06:01, time: 1.686, data_time: 0.007, memory: 9063, top1_acc: 0.6609, top5_acc: 0.8418, loss_cls: 1.4501, loss: 1.4501, grad_norm: 3.9457 2020-08-12 14:53:29,320 - mmaction - INFO - Epoch [238][520/940] lr: 5.412e-03, eta: 8:05:27, time: 1.557, data_time: 0.004, memory: 9063, top1_acc: 0.6637, top5_acc: 0.8477, loss_cls: 1.4152, loss: 1.4152, grad_norm: 3.9416 2020-08-12 14:54:01,659 - mmaction - INFO - Epoch [238][540/940] lr: 5.412e-03, eta: 8:04:53, time: 1.618, data_time: 0.007, memory: 9063, top1_acc: 0.6535, top5_acc: 0.8396, loss_cls: 1.4722, loss: 1.4722, grad_norm: 3.9446 2020-08-12 14:54:33,475 - mmaction - INFO - Epoch [238][560/940] lr: 5.412e-03, eta: 8:04:19, time: 1.591, data_time: 0.005, memory: 9063, top1_acc: 0.6486, top5_acc: 0.8303, loss_cls: 1.4921, loss: 1.4921, grad_norm: 3.9771 2020-08-12 14:55:05,768 - mmaction - INFO - Epoch [238][580/940] lr: 5.412e-03, eta: 8:03:46, time: 1.615, data_time: 0.002, memory: 9063, top1_acc: 0.6621, top5_acc: 0.8473, loss_cls: 1.4391, loss: 1.4391, grad_norm: 3.9275 2020-08-12 14:55:37,117 - mmaction - INFO - Epoch [238][600/940] lr: 5.412e-03, eta: 8:03:12, time: 1.567, data_time: 0.002, memory: 9063, top1_acc: 0.6660, top5_acc: 0.8479, loss_cls: 1.3971, loss: 1.3971, grad_norm: 3.8777 2020-08-12 14:56:09,989 - mmaction - INFO - Epoch [238][620/940] lr: 5.412e-03, eta: 8:02:38, time: 1.641, data_time: 0.007, memory: 9063, top1_acc: 0.6430, top5_acc: 0.8354, loss_cls: 1.4975, loss: 1.4975, grad_norm: 4.0223 2020-08-12 14:56:41,984 - mmaction - INFO - Epoch [238][640/940] lr: 5.412e-03, eta: 8:02:04, time: 1.602, data_time: 0.006, memory: 9063, top1_acc: 0.6633, top5_acc: 0.8451, loss_cls: 1.4436, loss: 1.4436, grad_norm: 3.9049 2020-08-12 14:57:13,344 - mmaction - INFO - Epoch [238][660/940] lr: 5.412e-03, eta: 8:01:30, time: 1.569, data_time: 0.003, memory: 9063, top1_acc: 0.6576, top5_acc: 0.8434, loss_cls: 1.4537, loss: 1.4537, grad_norm: 3.9231 2020-08-12 14:57:45,609 - mmaction - INFO - Epoch [238][680/940] lr: 5.412e-03, eta: 8:00:56, time: 1.611, data_time: 0.004, memory: 9063, top1_acc: 0.6529, top5_acc: 0.8406, loss_cls: 1.4782, loss: 1.4782, grad_norm: 3.9428 2020-08-12 14:58:17,870 - mmaction - INFO - Epoch [238][700/940] lr: 5.412e-03, eta: 8:00:23, time: 1.615, data_time: 0.005, memory: 9063, top1_acc: 0.6504, top5_acc: 0.8348, loss_cls: 1.4700, loss: 1.4700, grad_norm: 3.9578 2020-08-12 14:58:50,358 - mmaction - INFO - Epoch [238][720/940] lr: 5.412e-03, eta: 7:59:49, time: 1.624, data_time: 0.006, memory: 9063, top1_acc: 0.6477, top5_acc: 0.8357, loss_cls: 1.4749, loss: 1.4749, grad_norm: 3.9482 2020-08-12 14:59:22,012 - mmaction - INFO - Epoch [238][740/940] lr: 5.412e-03, eta: 7:59:15, time: 1.583, data_time: 0.004, memory: 9063, top1_acc: 0.6594, top5_acc: 0.8447, loss_cls: 1.4334, loss: 1.4334, grad_norm: 3.8353 2020-08-12 14:59:54,982 - mmaction - INFO - Epoch [238][760/940] lr: 5.412e-03, eta: 7:58:41, time: 1.648, data_time: 0.008, memory: 9063, top1_acc: 0.6578, top5_acc: 0.8395, loss_cls: 1.4521, loss: 1.4521, grad_norm: 3.9001 2020-08-12 15:00:30,031 - mmaction - INFO - Epoch [238][780/940] lr: 5.412e-03, eta: 7:58:08, time: 1.741, data_time: 0.004, memory: 9063, top1_acc: 0.6549, top5_acc: 0.8439, loss_cls: 1.4329, loss: 1.4329, grad_norm: 3.8971 2020-08-12 15:01:01,760 - mmaction - INFO - Epoch [238][800/940] lr: 5.412e-03, eta: 7:57:34, time: 1.597, data_time: 0.025, memory: 9063, top1_acc: 0.6486, top5_acc: 0.8344, loss_cls: 1.4763, loss: 1.4763, grad_norm: 3.9718 2020-08-12 15:01:33,526 - mmaction - INFO - Epoch [238][820/940] lr: 5.412e-03, eta: 7:57:00, time: 1.589, data_time: 0.005, memory: 9063, top1_acc: 0.6494, top5_acc: 0.8449, loss_cls: 1.4705, loss: 1.4705, grad_norm: 3.8682 2020-08-12 15:02:06,339 - mmaction - INFO - Epoch [238][840/940] lr: 5.412e-03, eta: 7:56:26, time: 1.639, data_time: 0.005, memory: 9063, top1_acc: 0.6607, top5_acc: 0.8439, loss_cls: 1.4454, loss: 1.4454, grad_norm: 3.8791 2020-08-12 15:02:38,545 - mmaction - INFO - Epoch [238][860/940] lr: 5.412e-03, eta: 7:55:52, time: 1.609, data_time: 0.005, memory: 9063, top1_acc: 0.6543, top5_acc: 0.8455, loss_cls: 1.4338, loss: 1.4338, grad_norm: 3.9395 2020-08-12 15:03:08,468 - mmaction - INFO - Epoch [238][880/940] lr: 5.412e-03, eta: 7:55:18, time: 1.497, data_time: 0.008, memory: 9063, top1_acc: 0.6594, top5_acc: 0.8469, loss_cls: 1.4242, loss: 1.4242, grad_norm: 3.8804 2020-08-12 15:03:41,076 - mmaction - INFO - Epoch [238][900/940] lr: 5.412e-03, eta: 7:54:44, time: 1.632, data_time: 0.006, memory: 9063, top1_acc: 0.6568, top5_acc: 0.8527, loss_cls: 1.4136, loss: 1.4136, grad_norm: 3.8857 2020-08-12 15:04:12,553 - mmaction - INFO - Epoch [238][920/940] lr: 5.412e-03, eta: 7:54:11, time: 1.569, data_time: 0.006, memory: 9063, top1_acc: 0.6484, top5_acc: 0.8432, loss_cls: 1.4586, loss: 1.4586, grad_norm: 3.9301 2020-08-12 15:04:43,289 - mmaction - INFO - Epoch [238][940/940] lr: 5.412e-03, eta: 7:53:37, time: 1.542, data_time: 0.008, memory: 9063, top1_acc: 0.6567, top5_acc: 0.8399, loss_cls: 1.4799, loss: 1.4799, grad_norm: 4.0499 2020-08-12 15:05:24,965 - mmaction - INFO - Epoch [239][20/940] lr: 4.860e-03, eta: 7:53:04, time: 2.059, data_time: 0.642, memory: 9063, top1_acc: 0.6605, top5_acc: 0.8441, loss_cls: 1.4391, loss: 1.4391, grad_norm: 3.9899 2020-08-12 15:05:55,697 - mmaction - INFO - Epoch [239][40/940] lr: 4.860e-03, eta: 7:52:30, time: 1.539, data_time: 0.006, memory: 9063, top1_acc: 0.6549, top5_acc: 0.8434, loss_cls: 1.4596, loss: 1.4596, grad_norm: 3.9725 2020-08-12 15:06:28,215 - mmaction - INFO - Epoch [239][60/940] lr: 4.860e-03, eta: 7:51:56, time: 1.621, data_time: 0.008, memory: 9063, top1_acc: 0.6512, top5_acc: 0.8395, loss_cls: 1.4609, loss: 1.4609, grad_norm: 3.9813 2020-08-12 15:07:00,178 - mmaction - INFO - Epoch [239][80/940] lr: 4.860e-03, eta: 7:51:22, time: 1.603, data_time: 0.008, memory: 9063, top1_acc: 0.6588, top5_acc: 0.8455, loss_cls: 1.4397, loss: 1.4397, grad_norm: 3.8715 2020-08-12 15:07:30,999 - mmaction - INFO - Epoch [239][100/940] lr: 4.860e-03, eta: 7:50:48, time: 1.539, data_time: 0.005, memory: 9063, top1_acc: 0.6637, top5_acc: 0.8498, loss_cls: 1.4025, loss: 1.4025, grad_norm: 3.9821 2020-08-12 15:08:03,590 - mmaction - INFO - Epoch [239][120/940] lr: 4.860e-03, eta: 7:50:15, time: 1.627, data_time: 0.006, memory: 9063, top1_acc: 0.6664, top5_acc: 0.8480, loss_cls: 1.4207, loss: 1.4207, grad_norm: 3.9206 2020-08-12 15:08:35,803 - mmaction - INFO - Epoch [239][140/940] lr: 4.860e-03, eta: 7:49:41, time: 1.614, data_time: 0.010, memory: 9063, top1_acc: 0.6660, top5_acc: 0.8400, loss_cls: 1.4336, loss: 1.4336, grad_norm: 3.8987 2020-08-12 15:09:07,840 - mmaction - INFO - Epoch [239][160/940] lr: 4.860e-03, eta: 7:49:07, time: 1.600, data_time: 0.005, memory: 9063, top1_acc: 0.6574, top5_acc: 0.8422, loss_cls: 1.4275, loss: 1.4275, grad_norm: 3.9427 2020-08-12 15:09:39,314 - mmaction - INFO - Epoch [239][180/940] lr: 4.860e-03, eta: 7:48:33, time: 1.577, data_time: 0.007, memory: 9063, top1_acc: 0.6623, top5_acc: 0.8398, loss_cls: 1.4356, loss: 1.4356, grad_norm: 3.9175 2020-08-12 15:10:11,681 - mmaction - INFO - Epoch [239][200/940] lr: 4.860e-03, eta: 7:47:59, time: 1.618, data_time: 0.005, memory: 9063, top1_acc: 0.6629, top5_acc: 0.8451, loss_cls: 1.4259, loss: 1.4259, grad_norm: 3.9096 2020-08-12 15:10:43,119 - mmaction - INFO - Epoch [239][220/940] lr: 4.860e-03, eta: 7:47:25, time: 1.570, data_time: 0.007, memory: 9063, top1_acc: 0.6615, top5_acc: 0.8498, loss_cls: 1.3848, loss: 1.3848, grad_norm: 3.9235 2020-08-12 15:11:14,760 - mmaction - INFO - Epoch [239][240/940] lr: 4.860e-03, eta: 7:46:51, time: 1.584, data_time: 0.007, memory: 9063, top1_acc: 0.6570, top5_acc: 0.8477, loss_cls: 1.4230, loss: 1.4230, grad_norm: 4.0043 2020-08-12 15:11:47,142 - mmaction - INFO - Epoch [239][260/940] lr: 4.860e-03, eta: 7:46:18, time: 1.618, data_time: 0.006, memory: 9063, top1_acc: 0.6662, top5_acc: 0.8457, loss_cls: 1.4169, loss: 1.4169, grad_norm: 3.8791 2020-08-12 15:12:19,219 - mmaction - INFO - Epoch [239][280/940] lr: 4.860e-03, eta: 7:45:44, time: 1.606, data_time: 0.005, memory: 9063, top1_acc: 0.6631, top5_acc: 0.8469, loss_cls: 1.4447, loss: 1.4447, grad_norm: 3.8817 2020-08-12 15:12:50,711 - mmaction - INFO - Epoch [239][300/940] lr: 4.860e-03, eta: 7:45:10, time: 1.575, data_time: 0.005, memory: 9063, top1_acc: 0.6592, top5_acc: 0.8404, loss_cls: 1.4475, loss: 1.4475, grad_norm: 3.9107 2020-08-12 15:13:21,757 - mmaction - INFO - Epoch [239][320/940] lr: 4.860e-03, eta: 7:44:36, time: 1.552, data_time: 0.002, memory: 9063, top1_acc: 0.6762, top5_acc: 0.8518, loss_cls: 1.3726, loss: 1.3726, grad_norm: 3.8817 2020-08-12 15:13:54,289 - mmaction - INFO - Epoch [239][340/940] lr: 4.860e-03, eta: 7:44:02, time: 1.625, data_time: 0.004, memory: 9063, top1_acc: 0.6627, top5_acc: 0.8520, loss_cls: 1.4082, loss: 1.4082, grad_norm: 3.9715 2020-08-12 15:14:25,678 - mmaction - INFO - Epoch [239][360/940] lr: 4.860e-03, eta: 7:43:28, time: 1.571, data_time: 0.007, memory: 9063, top1_acc: 0.6805, top5_acc: 0.8514, loss_cls: 1.3652, loss: 1.3652, grad_norm: 3.8621 2020-08-12 15:14:57,924 - mmaction - INFO - Epoch [239][380/940] lr: 4.860e-03, eta: 7:42:54, time: 1.612, data_time: 0.002, memory: 9063, top1_acc: 0.6557, top5_acc: 0.8363, loss_cls: 1.4559, loss: 1.4559, grad_norm: 3.9491 2020-08-12 15:15:30,719 - mmaction - INFO - Epoch [239][400/940] lr: 4.860e-03, eta: 7:42:21, time: 1.633, data_time: 0.007, memory: 9063, top1_acc: 0.6674, top5_acc: 0.8533, loss_cls: 1.3855, loss: 1.3855, grad_norm: 3.9125 2020-08-12 15:16:00,833 - mmaction - INFO - Epoch [239][420/940] lr: 4.860e-03, eta: 7:41:47, time: 1.512, data_time: 0.009, memory: 9063, top1_acc: 0.6490, top5_acc: 0.8398, loss_cls: 1.4814, loss: 1.4814, grad_norm: 4.0230 2020-08-12 15:16:32,082 - mmaction - INFO - Epoch [239][440/940] lr: 4.860e-03, eta: 7:41:13, time: 1.561, data_time: 0.005, memory: 9063, top1_acc: 0.6529, top5_acc: 0.8428, loss_cls: 1.4517, loss: 1.4517, grad_norm: 4.0362 2020-08-12 15:17:03,556 - mmaction - INFO - Epoch [239][460/940] lr: 4.860e-03, eta: 7:40:39, time: 1.575, data_time: 0.006, memory: 9063, top1_acc: 0.6643, top5_acc: 0.8398, loss_cls: 1.4425, loss: 1.4425, grad_norm: 3.8934 2020-08-12 15:17:35,381 - mmaction - INFO - Epoch [239][480/940] lr: 4.860e-03, eta: 7:40:05, time: 1.590, data_time: 0.010, memory: 9063, top1_acc: 0.6713, top5_acc: 0.8482, loss_cls: 1.3898, loss: 1.3898, grad_norm: 3.8921 2020-08-12 15:18:07,338 - mmaction - INFO - Epoch [239][500/940] lr: 4.860e-03, eta: 7:39:31, time: 1.595, data_time: 0.007, memory: 9063, top1_acc: 0.6494, top5_acc: 0.8385, loss_cls: 1.4589, loss: 1.4589, grad_norm: 3.9602 2020-08-12 15:18:39,179 - mmaction - INFO - Epoch [239][520/940] lr: 4.860e-03, eta: 7:38:57, time: 1.596, data_time: 0.010, memory: 9063, top1_acc: 0.6611, top5_acc: 0.8391, loss_cls: 1.4483, loss: 1.4483, grad_norm: 3.9737 2020-08-12 15:19:10,038 - mmaction - INFO - Epoch [239][540/940] lr: 4.860e-03, eta: 7:38:23, time: 1.543, data_time: 0.005, memory: 9063, top1_acc: 0.6693, top5_acc: 0.8461, loss_cls: 1.3979, loss: 1.3979, grad_norm: 3.8816 2020-08-12 15:19:43,394 - mmaction - INFO - Epoch [239][560/940] lr: 4.860e-03, eta: 7:37:50, time: 1.668, data_time: 0.003, memory: 9063, top1_acc: 0.6566, top5_acc: 0.8338, loss_cls: 1.4627, loss: 1.4627, grad_norm: 3.9817 2020-08-12 15:20:15,280 - mmaction - INFO - Epoch [239][580/940] lr: 4.860e-03, eta: 7:37:16, time: 1.594, data_time: 0.004, memory: 9063, top1_acc: 0.6568, top5_acc: 0.8359, loss_cls: 1.4508, loss: 1.4508, grad_norm: 3.9616 2020-08-12 15:20:46,596 - mmaction - INFO - Epoch [239][600/940] lr: 4.860e-03, eta: 7:36:42, time: 1.566, data_time: 0.004, memory: 9063, top1_acc: 0.6668, top5_acc: 0.8496, loss_cls: 1.3971, loss: 1.3971, grad_norm: 3.9147 2020-08-12 15:21:18,781 - mmaction - INFO - Epoch [239][620/940] lr: 4.860e-03, eta: 7:36:08, time: 1.607, data_time: 0.006, memory: 9063, top1_acc: 0.6678, top5_acc: 0.8500, loss_cls: 1.4048, loss: 1.4048, grad_norm: 3.9054 2020-08-12 15:21:50,800 - mmaction - INFO - Epoch [239][640/940] lr: 4.860e-03, eta: 7:35:34, time: 1.603, data_time: 0.006, memory: 9063, top1_acc: 0.6545, top5_acc: 0.8480, loss_cls: 1.4397, loss: 1.4397, grad_norm: 3.9881 2020-08-12 15:22:23,479 - mmaction - INFO - Epoch [239][660/940] lr: 4.860e-03, eta: 7:35:00, time: 1.633, data_time: 0.006, memory: 9063, top1_acc: 0.6529, top5_acc: 0.8381, loss_cls: 1.4737, loss: 1.4737, grad_norm: 3.9580 2020-08-12 15:22:55,006 - mmaction - INFO - Epoch [239][680/940] lr: 4.860e-03, eta: 7:34:27, time: 1.578, data_time: 0.006, memory: 9063, top1_acc: 0.6547, top5_acc: 0.8357, loss_cls: 1.4770, loss: 1.4770, grad_norm: 3.9053 2020-08-12 15:23:27,315 - mmaction - INFO - Epoch [239][700/940] lr: 4.860e-03, eta: 7:33:53, time: 1.615, data_time: 0.004, memory: 9063, top1_acc: 0.6457, top5_acc: 0.8344, loss_cls: 1.4843, loss: 1.4843, grad_norm: 3.9390 2020-08-12 15:23:58,916 - mmaction - INFO - Epoch [239][720/940] lr: 4.860e-03, eta: 7:33:19, time: 1.575, data_time: 0.008, memory: 9063, top1_acc: 0.6631, top5_acc: 0.8457, loss_cls: 1.4261, loss: 1.4261, grad_norm: 3.9854 2020-08-12 15:24:29,989 - mmaction - INFO - Epoch [239][740/940] lr: 4.860e-03, eta: 7:32:45, time: 1.559, data_time: 0.008, memory: 9063, top1_acc: 0.6557, top5_acc: 0.8340, loss_cls: 1.4688, loss: 1.4688, grad_norm: 3.9674 2020-08-12 15:25:01,094 - mmaction - INFO - Epoch [239][760/940] lr: 4.860e-03, eta: 7:32:11, time: 1.554, data_time: 0.005, memory: 9063, top1_acc: 0.6586, top5_acc: 0.8447, loss_cls: 1.4579, loss: 1.4579, grad_norm: 3.9772 2020-08-12 15:25:33,362 - mmaction - INFO - Epoch [239][780/940] lr: 4.860e-03, eta: 7:31:37, time: 1.610, data_time: 0.005, memory: 9063, top1_acc: 0.6645, top5_acc: 0.8467, loss_cls: 1.4236, loss: 1.4236, grad_norm: 3.9577 2020-08-12 15:26:04,270 - mmaction - INFO - Epoch [239][800/940] lr: 4.860e-03, eta: 7:31:03, time: 1.548, data_time: 0.010, memory: 9063, top1_acc: 0.6713, top5_acc: 0.8518, loss_cls: 1.3975, loss: 1.3975, grad_norm: 3.8972 2020-08-12 15:26:35,945 - mmaction - INFO - Epoch [239][820/940] lr: 4.860e-03, eta: 7:30:29, time: 1.587, data_time: 0.007, memory: 9063, top1_acc: 0.6584, top5_acc: 0.8451, loss_cls: 1.4368, loss: 1.4368, grad_norm: 3.9549 2020-08-12 15:27:08,073 - mmaction - INFO - Epoch [239][840/940] lr: 4.860e-03, eta: 7:29:55, time: 1.604, data_time: 0.008, memory: 9063, top1_acc: 0.6643, top5_acc: 0.8406, loss_cls: 1.4421, loss: 1.4421, grad_norm: 3.9701 2020-08-12 15:27:40,870 - mmaction - INFO - Epoch [239][860/940] lr: 4.860e-03, eta: 7:29:22, time: 1.642, data_time: 0.008, memory: 9063, top1_acc: 0.6521, top5_acc: 0.8459, loss_cls: 1.4263, loss: 1.4263, grad_norm: 3.9879 2020-08-12 15:28:14,329 - mmaction - INFO - Epoch [239][880/940] lr: 4.860e-03, eta: 7:28:48, time: 1.672, data_time: 0.006, memory: 9063, top1_acc: 0.6670, top5_acc: 0.8533, loss_cls: 1.4053, loss: 1.4053, grad_norm: 3.9552 2020-08-12 15:28:45,347 - mmaction - INFO - Epoch [239][900/940] lr: 4.860e-03, eta: 7:28:14, time: 1.551, data_time: 0.005, memory: 9063, top1_acc: 0.6633, top5_acc: 0.8461, loss_cls: 1.4266, loss: 1.4266, grad_norm: 3.9519 2020-08-12 15:29:16,993 - mmaction - INFO - Epoch [239][920/940] lr: 4.860e-03, eta: 7:27:40, time: 1.578, data_time: 0.005, memory: 9063, top1_acc: 0.6551, top5_acc: 0.8387, loss_cls: 1.4383, loss: 1.4383, grad_norm: 3.9380 2020-08-12 15:29:49,542 - mmaction - INFO - Epoch [239][940/940] lr: 4.860e-03, eta: 7:27:07, time: 1.629, data_time: 0.007, memory: 9063, top1_acc: 0.6528, top5_acc: 0.8342, loss_cls: 1.5021, loss: 1.5021, grad_norm: 4.0971 2020-08-12 15:30:27,806 - mmaction - INFO - Epoch [240][20/940] lr: 4.337e-03, eta: 7:26:34, time: 1.897, data_time: 0.434, memory: 9063, top1_acc: 0.6684, top5_acc: 0.8504, loss_cls: 1.4067, loss: 1.4067, grad_norm: 3.9495 2020-08-12 15:30:59,482 - mmaction - INFO - Epoch [240][40/940] lr: 4.337e-03, eta: 7:26:00, time: 1.586, data_time: 0.007, memory: 9063, top1_acc: 0.6719, top5_acc: 0.8467, loss_cls: 1.3910, loss: 1.3910, grad_norm: 3.9000 2020-08-12 15:31:32,473 - mmaction - INFO - Epoch [240][60/940] lr: 4.337e-03, eta: 7:25:26, time: 1.648, data_time: 0.004, memory: 9063, top1_acc: 0.6664, top5_acc: 0.8469, loss_cls: 1.3968, loss: 1.3968, grad_norm: 3.9746 2020-08-12 15:32:04,165 - mmaction - INFO - Epoch [240][80/940] lr: 4.337e-03, eta: 7:24:52, time: 1.583, data_time: 0.005, memory: 9063, top1_acc: 0.6504, top5_acc: 0.8406, loss_cls: 1.4498, loss: 1.4498, grad_norm: 4.0083 2020-08-12 15:32:37,129 - mmaction - INFO - Epoch [240][100/940] lr: 4.337e-03, eta: 7:24:19, time: 1.651, data_time: 0.007, memory: 9063, top1_acc: 0.6758, top5_acc: 0.8586, loss_cls: 1.3580, loss: 1.3580, grad_norm: 3.9515 2020-08-12 15:33:09,078 - mmaction - INFO - Epoch [240][120/940] lr: 4.337e-03, eta: 7:23:45, time: 1.593, data_time: 0.005, memory: 9063, top1_acc: 0.6578, top5_acc: 0.8490, loss_cls: 1.4186, loss: 1.4186, grad_norm: 3.9497 2020-08-12 15:33:40,931 - mmaction - INFO - Epoch [240][140/940] lr: 4.337e-03, eta: 7:23:11, time: 1.598, data_time: 0.007, memory: 9063, top1_acc: 0.6576, top5_acc: 0.8375, loss_cls: 1.4698, loss: 1.4698, grad_norm: 4.0116 2020-08-12 15:34:14,169 - mmaction - INFO - Epoch [240][160/940] lr: 4.337e-03, eta: 7:22:37, time: 1.655, data_time: 0.006, memory: 9063, top1_acc: 0.6668, top5_acc: 0.8426, loss_cls: 1.4416, loss: 1.4416, grad_norm: 4.0192 2020-08-12 15:34:45,691 - mmaction - INFO - Epoch [240][180/940] lr: 4.337e-03, eta: 7:22:03, time: 1.582, data_time: 0.009, memory: 9063, top1_acc: 0.6549, top5_acc: 0.8379, loss_cls: 1.4569, loss: 1.4569, grad_norm: 4.0722 2020-08-12 15:35:18,376 - mmaction - INFO - Epoch [240][200/940] lr: 4.337e-03, eta: 7:21:30, time: 1.635, data_time: 0.008, memory: 9063, top1_acc: 0.6594, top5_acc: 0.8453, loss_cls: 1.4131, loss: 1.4131, grad_norm: 3.9137 2020-08-12 15:35:50,736 - mmaction - INFO - Epoch [240][220/940] lr: 4.337e-03, eta: 7:20:56, time: 1.618, data_time: 0.006, memory: 9063, top1_acc: 0.6600, top5_acc: 0.8447, loss_cls: 1.4162, loss: 1.4162, grad_norm: 3.9590 2020-08-12 15:36:22,294 - mmaction - INFO - Epoch [240][240/940] lr: 4.337e-03, eta: 7:20:22, time: 1.576, data_time: 0.005, memory: 9063, top1_acc: 0.6662, top5_acc: 0.8457, loss_cls: 1.4107, loss: 1.4107, grad_norm: 3.9759 2020-08-12 15:36:54,112 - mmaction - INFO - Epoch [240][260/940] lr: 4.337e-03, eta: 7:19:48, time: 1.593, data_time: 0.006, memory: 9063, top1_acc: 0.6682, top5_acc: 0.8502, loss_cls: 1.3891, loss: 1.3891, grad_norm: 4.0136 2020-08-12 15:37:26,294 - mmaction - INFO - Epoch [240][280/940] lr: 4.337e-03, eta: 7:19:14, time: 1.605, data_time: 0.008, memory: 9063, top1_acc: 0.6586, top5_acc: 0.8408, loss_cls: 1.4417, loss: 1.4417, grad_norm: 4.0194 2020-08-12 15:37:58,054 - mmaction - INFO - Epoch [240][300/940] lr: 4.337e-03, eta: 7:18:41, time: 1.592, data_time: 0.007, memory: 9063, top1_acc: 0.6639, top5_acc: 0.8521, loss_cls: 1.4045, loss: 1.4045, grad_norm: 3.9002 2020-08-12 15:38:29,913 - mmaction - INFO - Epoch [240][320/940] lr: 4.337e-03, eta: 7:18:07, time: 1.593, data_time: 0.002, memory: 9063, top1_acc: 0.6699, top5_acc: 0.8406, loss_cls: 1.4159, loss: 1.4159, grad_norm: 3.9926 2020-08-12 15:39:03,285 - mmaction - INFO - Epoch [240][340/940] lr: 4.337e-03, eta: 7:17:33, time: 1.662, data_time: 0.005, memory: 9063, top1_acc: 0.6652, top5_acc: 0.8441, loss_cls: 1.4385, loss: 1.4385, grad_norm: 4.0390 2020-08-12 15:39:33,841 - mmaction - INFO - Epoch [240][360/940] lr: 4.337e-03, eta: 7:16:59, time: 1.534, data_time: 0.009, memory: 9063, top1_acc: 0.6674, top5_acc: 0.8439, loss_cls: 1.4191, loss: 1.4191, grad_norm: 3.9996 2020-08-12 15:40:06,395 - mmaction - INFO - Epoch [240][380/940] lr: 4.337e-03, eta: 7:16:25, time: 1.628, data_time: 0.005, memory: 9063, top1_acc: 0.6627, top5_acc: 0.8480, loss_cls: 1.4147, loss: 1.4147, grad_norm: 4.0080 2020-08-12 15:40:38,250 - mmaction - INFO - Epoch [240][400/940] lr: 4.337e-03, eta: 7:15:52, time: 1.588, data_time: 0.002, memory: 9063, top1_acc: 0.6596, top5_acc: 0.8479, loss_cls: 1.4302, loss: 1.4302, grad_norm: 3.9846 2020-08-12 15:41:08,943 - mmaction - INFO - Epoch [240][420/940] lr: 4.337e-03, eta: 7:15:18, time: 1.538, data_time: 0.008, memory: 9063, top1_acc: 0.6709, top5_acc: 0.8455, loss_cls: 1.4120, loss: 1.4120, grad_norm: 3.9992 2020-08-12 15:41:41,637 - mmaction - INFO - Epoch [240][440/940] lr: 4.337e-03, eta: 7:14:44, time: 1.636, data_time: 0.005, memory: 9063, top1_acc: 0.6594, top5_acc: 0.8473, loss_cls: 1.4030, loss: 1.4030, grad_norm: 4.0509 2020-08-12 15:42:14,224 - mmaction - INFO - Epoch [240][460/940] lr: 4.337e-03, eta: 7:14:10, time: 1.627, data_time: 0.003, memory: 9063, top1_acc: 0.6631, top5_acc: 0.8521, loss_cls: 1.4005, loss: 1.4005, grad_norm: 4.0988 2020-08-12 15:42:47,319 - mmaction - INFO - Epoch [240][480/940] lr: 4.337e-03, eta: 7:13:37, time: 1.650, data_time: 0.007, memory: 9063, top1_acc: 0.6664, top5_acc: 0.8496, loss_cls: 1.4165, loss: 1.4165, grad_norm: 4.0069 2020-08-12 15:43:18,332 - mmaction - INFO - Epoch [240][500/940] lr: 4.337e-03, eta: 7:13:03, time: 1.557, data_time: 0.009, memory: 9063, top1_acc: 0.6680, top5_acc: 0.8498, loss_cls: 1.4129, loss: 1.4129, grad_norm: 4.0318 2020-08-12 15:43:50,590 - mmaction - INFO - Epoch [240][520/940] lr: 4.337e-03, eta: 7:12:29, time: 1.611, data_time: 0.005, memory: 9063, top1_acc: 0.6568, top5_acc: 0.8426, loss_cls: 1.4458, loss: 1.4458, grad_norm: 4.0098 2020-08-12 15:44:22,713 - mmaction - INFO - Epoch [240][540/940] lr: 4.337e-03, eta: 7:11:55, time: 1.608, data_time: 0.006, memory: 9063, top1_acc: 0.6666, top5_acc: 0.8475, loss_cls: 1.3938, loss: 1.3938, grad_norm: 3.9718 2020-08-12 15:44:54,297 - mmaction - INFO - Epoch [240][560/940] lr: 4.337e-03, eta: 7:11:21, time: 1.575, data_time: 0.008, memory: 9063, top1_acc: 0.6602, top5_acc: 0.8480, loss_cls: 1.4184, loss: 1.4184, grad_norm: 4.0052 2020-08-12 15:45:27,138 - mmaction - INFO - Epoch [240][580/940] lr: 4.337e-03, eta: 7:10:48, time: 1.646, data_time: 0.007, memory: 9063, top1_acc: 0.6668, top5_acc: 0.8492, loss_cls: 1.3964, loss: 1.3964, grad_norm: 4.0076 2020-08-12 15:45:58,631 - mmaction - INFO - Epoch [240][600/940] lr: 4.337e-03, eta: 7:10:14, time: 1.573, data_time: 0.008, memory: 9063, top1_acc: 0.6676, top5_acc: 0.8506, loss_cls: 1.3967, loss: 1.3967, grad_norm: 3.9757 2020-08-12 15:46:31,944 - mmaction - INFO - Epoch [240][620/940] lr: 4.337e-03, eta: 7:09:40, time: 1.668, data_time: 0.007, memory: 9063, top1_acc: 0.6795, top5_acc: 0.8574, loss_cls: 1.3477, loss: 1.3477, grad_norm: 3.9206 2020-08-12 15:47:03,624 - mmaction - INFO - Epoch [240][640/940] lr: 4.337e-03, eta: 7:09:06, time: 1.581, data_time: 0.005, memory: 9063, top1_acc: 0.6770, top5_acc: 0.8525, loss_cls: 1.3688, loss: 1.3688, grad_norm: 3.9660 2020-08-12 15:47:35,300 - mmaction - INFO - Epoch [240][660/940] lr: 4.337e-03, eta: 7:08:32, time: 1.586, data_time: 0.006, memory: 9063, top1_acc: 0.6678, top5_acc: 0.8549, loss_cls: 1.4046, loss: 1.4046, grad_norm: 4.0396 2020-08-12 15:48:06,485 - mmaction - INFO - Epoch [240][680/940] lr: 4.337e-03, eta: 7:07:58, time: 1.557, data_time: 0.004, memory: 9063, top1_acc: 0.6582, top5_acc: 0.8453, loss_cls: 1.4124, loss: 1.4124, grad_norm: 4.0215 2020-08-12 15:48:38,806 - mmaction - INFO - Epoch [240][700/940] lr: 4.337e-03, eta: 7:07:25, time: 1.617, data_time: 0.007, memory: 9063, top1_acc: 0.6633, top5_acc: 0.8471, loss_cls: 1.4096, loss: 1.4096, grad_norm: 3.9766 2020-08-12 15:49:10,662 - mmaction - INFO - Epoch [240][720/940] lr: 4.337e-03, eta: 7:06:51, time: 1.588, data_time: 0.007, memory: 9063, top1_acc: 0.6645, top5_acc: 0.8492, loss_cls: 1.3947, loss: 1.3947, grad_norm: 4.0559 2020-08-12 15:49:42,889 - mmaction - INFO - Epoch [240][740/940] lr: 4.337e-03, eta: 7:06:17, time: 1.617, data_time: 0.008, memory: 9063, top1_acc: 0.6545, top5_acc: 0.8494, loss_cls: 1.4198, loss: 1.4198, grad_norm: 4.0908 2020-08-12 15:50:15,210 - mmaction - INFO - Epoch [240][760/940] lr: 4.337e-03, eta: 7:05:43, time: 1.613, data_time: 0.005, memory: 9063, top1_acc: 0.6568, top5_acc: 0.8383, loss_cls: 1.4483, loss: 1.4483, grad_norm: 4.0548 2020-08-12 15:50:47,961 - mmaction - INFO - Epoch [240][780/940] lr: 4.337e-03, eta: 7:05:10, time: 1.639, data_time: 0.006, memory: 9063, top1_acc: 0.6562, top5_acc: 0.8521, loss_cls: 1.4201, loss: 1.4201, grad_norm: 4.0788 2020-08-12 15:51:19,026 - mmaction - INFO - Epoch [240][800/940] lr: 4.337e-03, eta: 7:04:36, time: 1.550, data_time: 0.009, memory: 9063, top1_acc: 0.6744, top5_acc: 0.8494, loss_cls: 1.3580, loss: 1.3580, grad_norm: 3.8877 2020-08-12 15:51:51,263 - mmaction - INFO - Epoch [240][820/940] lr: 4.337e-03, eta: 7:04:02, time: 1.616, data_time: 0.007, memory: 9063, top1_acc: 0.6689, top5_acc: 0.8537, loss_cls: 1.3808, loss: 1.3808, grad_norm: 3.9787 2020-08-12 15:52:22,923 - mmaction - INFO - Epoch [240][840/940] lr: 4.337e-03, eta: 7:03:28, time: 1.581, data_time: 0.005, memory: 9063, top1_acc: 0.6613, top5_acc: 0.8439, loss_cls: 1.4319, loss: 1.4319, grad_norm: 4.1057 2020-08-12 15:52:55,474 - mmaction - INFO - Epoch [240][860/940] lr: 4.337e-03, eta: 7:02:54, time: 1.628, data_time: 0.008, memory: 9063, top1_acc: 0.6625, top5_acc: 0.8443, loss_cls: 1.4376, loss: 1.4376, grad_norm: 4.0117 2020-08-12 15:53:27,629 - mmaction - INFO - Epoch [240][880/940] lr: 4.337e-03, eta: 7:02:21, time: 1.610, data_time: 0.006, memory: 9063, top1_acc: 0.6611, top5_acc: 0.8463, loss_cls: 1.4105, loss: 1.4105, grad_norm: 4.0081 2020-08-12 15:54:01,242 - mmaction - INFO - Epoch [240][900/940] lr: 4.337e-03, eta: 7:01:47, time: 1.679, data_time: 0.004, memory: 9063, top1_acc: 0.6555, top5_acc: 0.8465, loss_cls: 1.4417, loss: 1.4417, grad_norm: 4.0862 2020-08-12 15:54:33,042 - mmaction - INFO - Epoch [240][920/940] lr: 4.337e-03, eta: 7:01:13, time: 1.591, data_time: 0.005, memory: 9063, top1_acc: 0.6611, top5_acc: 0.8371, loss_cls: 1.4374, loss: 1.4374, grad_norm: 4.0407 2020-08-12 15:55:05,046 - mmaction - INFO - Epoch [240][940/940] lr: 4.337e-03, eta: 7:00:40, time: 1.600, data_time: 0.005, memory: 9063, top1_acc: 0.6625, top5_acc: 0.8490, loss_cls: 1.4325, loss: 1.4325, grad_norm: 4.0818 2020-08-12 15:55:05,280 - mmaction - INFO - Saving checkpoint at 240 epochs 2020-08-12 15:55:42,628 - mmaction - INFO - Epoch [241][20/940] lr: 3.843e-03, eta: 7:00:06, time: 1.727, data_time: 0.296, memory: 9063, top1_acc: 0.6641, top5_acc: 0.8480, loss_cls: 1.4124, loss: 1.4124, grad_norm: 4.0474 2020-08-12 15:56:12,051 - mmaction - INFO - Epoch [241][40/940] lr: 3.843e-03, eta: 6:59:32, time: 1.471, data_time: 0.005, memory: 9063, top1_acc: 0.6582, top5_acc: 0.8449, loss_cls: 1.4411, loss: 1.4411, grad_norm: 4.0811 2020-08-12 15:56:44,126 - mmaction - INFO - Epoch [241][60/940] lr: 3.843e-03, eta: 6:58:58, time: 1.602, data_time: 0.002, memory: 9063, top1_acc: 0.6602, top5_acc: 0.8406, loss_cls: 1.4249, loss: 1.4249, grad_norm: 4.0339 2020-08-12 15:57:15,968 - mmaction - INFO - Epoch [241][80/940] lr: 3.843e-03, eta: 6:58:24, time: 1.593, data_time: 0.007, memory: 9063, top1_acc: 0.6689, top5_acc: 0.8445, loss_cls: 1.4255, loss: 1.4255, grad_norm: 3.9680 2020-08-12 15:57:49,179 - mmaction - INFO - Epoch [241][100/940] lr: 3.843e-03, eta: 6:57:51, time: 1.661, data_time: 0.007, memory: 9063, top1_acc: 0.6619, top5_acc: 0.8484, loss_cls: 1.4168, loss: 1.4168, grad_norm: 4.0422 2020-08-12 15:58:21,314 - mmaction - INFO - Epoch [241][120/940] lr: 3.843e-03, eta: 6:57:17, time: 1.606, data_time: 0.004, memory: 9063, top1_acc: 0.6729, top5_acc: 0.8520, loss_cls: 1.3863, loss: 1.3863, grad_norm: 4.0257 2020-08-12 15:58:53,254 - mmaction - INFO - Epoch [241][140/940] lr: 3.843e-03, eta: 6:56:43, time: 1.597, data_time: 0.005, memory: 9063, top1_acc: 0.6770, top5_acc: 0.8584, loss_cls: 1.3644, loss: 1.3644, grad_norm: 3.9778 2020-08-12 15:59:25,424 - mmaction - INFO - Epoch [241][160/940] lr: 3.843e-03, eta: 6:56:09, time: 1.603, data_time: 0.004, memory: 9063, top1_acc: 0.6697, top5_acc: 0.8535, loss_cls: 1.3680, loss: 1.3680, grad_norm: 3.9907 2020-08-12 15:59:57,346 - mmaction - INFO - Epoch [241][180/940] lr: 3.843e-03, eta: 6:55:36, time: 1.602, data_time: 0.008, memory: 9063, top1_acc: 0.6617, top5_acc: 0.8480, loss_cls: 1.4168, loss: 1.4168, grad_norm: 4.1028 2020-08-12 16:00:34,960 - mmaction - INFO - Epoch [241][200/940] lr: 3.843e-03, eta: 6:55:03, time: 1.862, data_time: 0.006, memory: 9063, top1_acc: 0.6633, top5_acc: 0.8490, loss_cls: 1.4124, loss: 1.4124, grad_norm: 4.1162 2020-08-12 16:01:05,762 - mmaction - INFO - Epoch [241][220/940] lr: 3.843e-03, eta: 6:54:29, time: 1.558, data_time: 0.052, memory: 9063, top1_acc: 0.6541, top5_acc: 0.8480, loss_cls: 1.4393, loss: 1.4393, grad_norm: 4.1016 2020-08-12 16:01:36,250 - mmaction - INFO - Epoch [241][240/940] lr: 3.843e-03, eta: 6:53:55, time: 1.525, data_time: 0.003, memory: 9063, top1_acc: 0.6674, top5_acc: 0.8484, loss_cls: 1.3940, loss: 1.3940, grad_norm: 4.0092 2020-08-12 16:02:09,543 - mmaction - INFO - Epoch [241][260/940] lr: 3.843e-03, eta: 6:53:21, time: 1.664, data_time: 0.005, memory: 9063, top1_acc: 0.6711, top5_acc: 0.8475, loss_cls: 1.3996, loss: 1.3996, grad_norm: 3.9721 2020-08-12 16:02:41,803 - mmaction - INFO - Epoch [241][280/940] lr: 3.843e-03, eta: 6:52:47, time: 1.612, data_time: 0.003, memory: 9063, top1_acc: 0.6658, top5_acc: 0.8402, loss_cls: 1.4078, loss: 1.4078, grad_norm: 3.9984 2020-08-12 16:03:14,216 - mmaction - INFO - Epoch [241][300/940] lr: 3.843e-03, eta: 6:52:14, time: 1.616, data_time: 0.008, memory: 9063, top1_acc: 0.6686, top5_acc: 0.8430, loss_cls: 1.4149, loss: 1.4149, grad_norm: 3.9816 2020-08-12 16:03:45,935 - mmaction - INFO - Epoch [241][320/940] lr: 3.843e-03, eta: 6:51:40, time: 1.591, data_time: 0.008, memory: 9063, top1_acc: 0.6629, top5_acc: 0.8434, loss_cls: 1.4124, loss: 1.4124, grad_norm: 4.1011 2020-08-12 16:04:18,651 - mmaction - INFO - Epoch [241][340/940] lr: 3.843e-03, eta: 6:51:06, time: 1.634, data_time: 0.005, memory: 9063, top1_acc: 0.6725, top5_acc: 0.8502, loss_cls: 1.3805, loss: 1.3805, grad_norm: 3.9541 2020-08-12 16:04:50,785 - mmaction - INFO - Epoch [241][360/940] lr: 3.843e-03, eta: 6:50:32, time: 1.608, data_time: 0.005, memory: 9063, top1_acc: 0.6641, top5_acc: 0.8492, loss_cls: 1.3912, loss: 1.3912, grad_norm: 4.0600 2020-08-12 16:05:23,769 - mmaction - INFO - Epoch [241][380/940] lr: 3.843e-03, eta: 6:49:59, time: 1.644, data_time: 0.005, memory: 9063, top1_acc: 0.6682, top5_acc: 0.8461, loss_cls: 1.4006, loss: 1.4006, grad_norm: 4.0450 2020-08-12 16:05:57,015 - mmaction - INFO - Epoch [241][400/940] lr: 3.843e-03, eta: 6:49:25, time: 1.667, data_time: 0.008, memory: 9063, top1_acc: 0.6686, top5_acc: 0.8492, loss_cls: 1.4042, loss: 1.4042, grad_norm: 4.0376 2020-08-12 16:06:28,769 - mmaction - INFO - Epoch [241][420/940] lr: 3.843e-03, eta: 6:48:51, time: 1.582, data_time: 0.005, memory: 9063, top1_acc: 0.6713, top5_acc: 0.8533, loss_cls: 1.3827, loss: 1.3827, grad_norm: 4.0020 2020-08-12 16:07:01,769 - mmaction - INFO - Epoch [241][440/940] lr: 3.843e-03, eta: 6:48:18, time: 1.654, data_time: 0.008, memory: 9063, top1_acc: 0.6744, top5_acc: 0.8576, loss_cls: 1.3607, loss: 1.3607, grad_norm: 4.0256 2020-08-12 16:07:33,695 - mmaction - INFO - Epoch [241][460/940] lr: 3.843e-03, eta: 6:47:44, time: 1.598, data_time: 0.007, memory: 9063, top1_acc: 0.6643, top5_acc: 0.8424, loss_cls: 1.4222, loss: 1.4222, grad_norm: 4.0479 2020-08-12 16:08:07,127 - mmaction - INFO - Epoch [241][480/940] lr: 3.843e-03, eta: 6:47:10, time: 1.666, data_time: 0.005, memory: 9063, top1_acc: 0.6924, top5_acc: 0.8604, loss_cls: 1.3246, loss: 1.3246, grad_norm: 3.8968 2020-08-12 16:08:39,285 - mmaction - INFO - Epoch [241][500/940] lr: 3.843e-03, eta: 6:46:37, time: 1.614, data_time: 0.009, memory: 9063, top1_acc: 0.6664, top5_acc: 0.8490, loss_cls: 1.4113, loss: 1.4113, grad_norm: 4.0692 2020-08-12 16:09:10,817 - mmaction - INFO - Epoch [241][520/940] lr: 3.843e-03, eta: 6:46:03, time: 1.572, data_time: 0.005, memory: 9063, top1_acc: 0.6600, top5_acc: 0.8410, loss_cls: 1.4462, loss: 1.4462, grad_norm: 4.0805 2020-08-12 16:09:42,063 - mmaction - INFO - Epoch [241][540/940] lr: 3.843e-03, eta: 6:45:29, time: 1.567, data_time: 0.008, memory: 9063, top1_acc: 0.6686, top5_acc: 0.8531, loss_cls: 1.3804, loss: 1.3804, grad_norm: 4.0086 2020-08-12 16:10:15,870 - mmaction - INFO - Epoch [241][560/940] lr: 3.843e-03, eta: 6:44:55, time: 1.688, data_time: 0.005, memory: 9063, top1_acc: 0.6662, top5_acc: 0.8443, loss_cls: 1.3966, loss: 1.3966, grad_norm: 4.0073 2020-08-12 16:10:47,323 - mmaction - INFO - Epoch [241][580/940] lr: 3.843e-03, eta: 6:44:22, time: 1.574, data_time: 0.006, memory: 9063, top1_acc: 0.6793, top5_acc: 0.8547, loss_cls: 1.3599, loss: 1.3599, grad_norm: 3.9638 2020-08-12 16:11:19,560 - mmaction - INFO - Epoch [241][600/940] lr: 3.843e-03, eta: 6:43:48, time: 1.610, data_time: 0.008, memory: 9063, top1_acc: 0.6643, top5_acc: 0.8520, loss_cls: 1.4119, loss: 1.4119, grad_norm: 4.1217 2020-08-12 16:11:51,521 - mmaction - INFO - Epoch [241][620/940] lr: 3.843e-03, eta: 6:43:14, time: 1.600, data_time: 0.007, memory: 9063, top1_acc: 0.6678, top5_acc: 0.8459, loss_cls: 1.4004, loss: 1.4004, grad_norm: 4.0658 2020-08-12 16:12:23,462 - mmaction - INFO - Epoch [241][640/940] lr: 3.843e-03, eta: 6:42:40, time: 1.595, data_time: 0.005, memory: 9063, top1_acc: 0.6723, top5_acc: 0.8492, loss_cls: 1.4012, loss: 1.4012, grad_norm: 4.0122 2020-08-12 16:12:55,836 - mmaction - INFO - Epoch [241][660/940] lr: 3.843e-03, eta: 6:42:07, time: 1.621, data_time: 0.009, memory: 9063, top1_acc: 0.6621, top5_acc: 0.8508, loss_cls: 1.3985, loss: 1.3985, grad_norm: 4.0685 2020-08-12 16:13:27,285 - mmaction - INFO - Epoch [241][680/940] lr: 3.843e-03, eta: 6:41:33, time: 1.572, data_time: 0.005, memory: 9063, top1_acc: 0.6693, top5_acc: 0.8539, loss_cls: 1.3909, loss: 1.3909, grad_norm: 4.0174 2020-08-12 16:13:59,984 - mmaction - INFO - Epoch [241][700/940] lr: 3.843e-03, eta: 6:40:59, time: 1.634, data_time: 0.007, memory: 9063, top1_acc: 0.6684, top5_acc: 0.8508, loss_cls: 1.3779, loss: 1.3779, grad_norm: 4.0531 2020-08-12 16:14:33,260 - mmaction - INFO - Epoch [241][720/940] lr: 3.843e-03, eta: 6:40:25, time: 1.665, data_time: 0.005, memory: 9063, top1_acc: 0.6701, top5_acc: 0.8461, loss_cls: 1.4122, loss: 1.4122, grad_norm: 4.0884 2020-08-12 16:15:04,980 - mmaction - INFO - Epoch [241][740/940] lr: 3.843e-03, eta: 6:39:52, time: 1.586, data_time: 0.005, memory: 9063, top1_acc: 0.6828, top5_acc: 0.8508, loss_cls: 1.3469, loss: 1.3469, grad_norm: 3.9949 2020-08-12 16:15:36,574 - mmaction - INFO - Epoch [241][760/940] lr: 3.843e-03, eta: 6:39:18, time: 1.579, data_time: 0.002, memory: 9063, top1_acc: 0.6766, top5_acc: 0.8557, loss_cls: 1.3809, loss: 1.3809, grad_norm: 4.1090 2020-08-12 16:16:08,326 - mmaction - INFO - Epoch [241][780/940] lr: 3.843e-03, eta: 6:38:44, time: 1.584, data_time: 0.005, memory: 9063, top1_acc: 0.6656, top5_acc: 0.8475, loss_cls: 1.4087, loss: 1.4087, grad_norm: 4.0681 2020-08-12 16:16:40,927 - mmaction - INFO - Epoch [241][800/940] lr: 3.843e-03, eta: 6:38:10, time: 1.634, data_time: 0.006, memory: 9063, top1_acc: 0.6732, top5_acc: 0.8527, loss_cls: 1.3828, loss: 1.3828, grad_norm: 3.9639 2020-08-12 16:17:13,495 - mmaction - INFO - Epoch [241][820/940] lr: 3.843e-03, eta: 6:37:37, time: 1.627, data_time: 0.005, memory: 9063, top1_acc: 0.6652, top5_acc: 0.8441, loss_cls: 1.4073, loss: 1.4073, grad_norm: 4.0440 2020-08-12 16:17:45,254 - mmaction - INFO - Epoch [241][840/940] lr: 3.843e-03, eta: 6:37:03, time: 1.589, data_time: 0.011, memory: 9063, top1_acc: 0.6705, top5_acc: 0.8561, loss_cls: 1.3664, loss: 1.3664, grad_norm: 3.9806 2020-08-12 16:18:16,289 - mmaction - INFO - Epoch [241][860/940] lr: 3.843e-03, eta: 6:36:29, time: 1.551, data_time: 0.002, memory: 9063, top1_acc: 0.6615, top5_acc: 0.8432, loss_cls: 1.4249, loss: 1.4249, grad_norm: 4.0299 2020-08-12 16:18:48,401 - mmaction - INFO - Epoch [241][880/940] lr: 3.843e-03, eta: 6:35:55, time: 1.604, data_time: 0.008, memory: 9063, top1_acc: 0.6578, top5_acc: 0.8324, loss_cls: 1.4627, loss: 1.4627, grad_norm: 4.0621 2020-08-12 16:19:19,254 - mmaction - INFO - Epoch [241][900/940] lr: 3.843e-03, eta: 6:35:21, time: 1.544, data_time: 0.006, memory: 9063, top1_acc: 0.6658, top5_acc: 0.8418, loss_cls: 1.4202, loss: 1.4202, grad_norm: 4.1087 2020-08-12 16:19:51,207 - mmaction - INFO - Epoch [241][920/940] lr: 3.843e-03, eta: 6:34:48, time: 1.596, data_time: 0.005, memory: 9063, top1_acc: 0.6611, top5_acc: 0.8443, loss_cls: 1.4083, loss: 1.4083, grad_norm: 4.1020 2020-08-12 16:20:21,699 - mmaction - INFO - Epoch [241][940/940] lr: 3.843e-03, eta: 6:34:14, time: 1.525, data_time: 0.008, memory: 9063, top1_acc: 0.6494, top5_acc: 0.8373, loss_cls: 1.4883, loss: 1.4883, grad_norm: 4.1979 2020-08-12 16:21:04,802 - mmaction - INFO - Epoch [242][20/940] lr: 3.379e-03, eta: 6:33:41, time: 2.123, data_time: 0.618, memory: 9063, top1_acc: 0.6758, top5_acc: 0.8512, loss_cls: 1.3964, loss: 1.3964, grad_norm: 4.0977 2020-08-12 16:21:36,075 - mmaction - INFO - Epoch [242][40/940] lr: 3.379e-03, eta: 6:33:07, time: 1.569, data_time: 0.008, memory: 9063, top1_acc: 0.6574, top5_acc: 0.8391, loss_cls: 1.4409, loss: 1.4409, grad_norm: 4.0949 2020-08-12 16:22:08,193 - mmaction - INFO - Epoch [242][60/940] lr: 3.379e-03, eta: 6:32:34, time: 1.605, data_time: 0.006, memory: 9063, top1_acc: 0.6625, top5_acc: 0.8463, loss_cls: 1.4175, loss: 1.4175, grad_norm: 4.0307 2020-08-12 16:22:40,533 - mmaction - INFO - Epoch [242][80/940] lr: 3.379e-03, eta: 6:32:00, time: 1.618, data_time: 0.005, memory: 9063, top1_acc: 0.6740, top5_acc: 0.8480, loss_cls: 1.3812, loss: 1.3812, grad_norm: 4.0228 2020-08-12 16:23:12,265 - mmaction - INFO - Epoch [242][100/940] lr: 3.379e-03, eta: 6:31:26, time: 1.585, data_time: 0.005, memory: 9063, top1_acc: 0.6777, top5_acc: 0.8539, loss_cls: 1.3500, loss: 1.3500, grad_norm: 4.0227 2020-08-12 16:23:44,405 - mmaction - INFO - Epoch [242][120/940] lr: 3.379e-03, eta: 6:30:52, time: 1.608, data_time: 0.007, memory: 9063, top1_acc: 0.6625, top5_acc: 0.8455, loss_cls: 1.4096, loss: 1.4096, grad_norm: 4.0834 2020-08-12 16:24:16,432 - mmaction - INFO - Epoch [242][140/940] lr: 3.379e-03, eta: 6:30:19, time: 1.600, data_time: 0.006, memory: 9063, top1_acc: 0.6691, top5_acc: 0.8633, loss_cls: 1.3644, loss: 1.3644, grad_norm: 4.0892 2020-08-12 16:24:49,508 - mmaction - INFO - Epoch [242][160/940] lr: 3.379e-03, eta: 6:29:45, time: 1.653, data_time: 0.005, memory: 9063, top1_acc: 0.6738, top5_acc: 0.8469, loss_cls: 1.3762, loss: 1.3762, grad_norm: 4.0305 2020-08-12 16:25:20,323 - mmaction - INFO - Epoch [242][180/940] lr: 3.379e-03, eta: 6:29:11, time: 1.539, data_time: 0.006, memory: 9063, top1_acc: 0.6717, top5_acc: 0.8520, loss_cls: 1.3722, loss: 1.3722, grad_norm: 4.0834 2020-08-12 16:25:52,632 - mmaction - INFO - Epoch [242][200/940] lr: 3.379e-03, eta: 6:28:37, time: 1.619, data_time: 0.007, memory: 9063, top1_acc: 0.6736, top5_acc: 0.8498, loss_cls: 1.3665, loss: 1.3665, grad_norm: 4.0948 2020-08-12 16:26:25,277 - mmaction - INFO - Epoch [242][220/940] lr: 3.379e-03, eta: 6:28:04, time: 1.631, data_time: 0.007, memory: 9063, top1_acc: 0.6797, top5_acc: 0.8598, loss_cls: 1.3392, loss: 1.3392, grad_norm: 4.0591 2020-08-12 16:26:56,608 - mmaction - INFO - Epoch [242][240/940] lr: 3.379e-03, eta: 6:27:30, time: 1.568, data_time: 0.006, memory: 9063, top1_acc: 0.6779, top5_acc: 0.8625, loss_cls: 1.3357, loss: 1.3357, grad_norm: 4.0556 2020-08-12 16:27:28,197 - mmaction - INFO - Epoch [242][260/940] lr: 3.379e-03, eta: 6:26:56, time: 1.580, data_time: 0.006, memory: 9063, top1_acc: 0.6805, top5_acc: 0.8543, loss_cls: 1.3434, loss: 1.3434, grad_norm: 4.0142 2020-08-12 16:27:59,870 - mmaction - INFO - Epoch [242][280/940] lr: 3.379e-03, eta: 6:26:22, time: 1.583, data_time: 0.002, memory: 9063, top1_acc: 0.6723, top5_acc: 0.8557, loss_cls: 1.3506, loss: 1.3506, grad_norm: 4.0900 2020-08-12 16:28:31,885 - mmaction - INFO - Epoch [242][300/940] lr: 3.379e-03, eta: 6:25:49, time: 1.599, data_time: 0.011, memory: 9063, top1_acc: 0.6691, top5_acc: 0.8480, loss_cls: 1.3898, loss: 1.3898, grad_norm: 4.0849 2020-08-12 16:29:03,314 - mmaction - INFO - Epoch [242][320/940] lr: 3.379e-03, eta: 6:25:15, time: 1.571, data_time: 0.006, memory: 9063, top1_acc: 0.6754, top5_acc: 0.8562, loss_cls: 1.3654, loss: 1.3654, grad_norm: 4.0931 2020-08-12 16:29:34,886 - mmaction - INFO - Epoch [242][340/940] lr: 3.379e-03, eta: 6:24:41, time: 1.581, data_time: 0.008, memory: 9063, top1_acc: 0.6781, top5_acc: 0.8555, loss_cls: 1.3551, loss: 1.3551, grad_norm: 4.1163 2020-08-12 16:30:07,310 - mmaction - INFO - Epoch [242][360/940] lr: 3.379e-03, eta: 6:24:07, time: 1.620, data_time: 0.005, memory: 9063, top1_acc: 0.6629, top5_acc: 0.8561, loss_cls: 1.3844, loss: 1.3844, grad_norm: 4.0984 2020-08-12 16:30:39,444 - mmaction - INFO - Epoch [242][380/940] lr: 3.379e-03, eta: 6:23:33, time: 1.607, data_time: 0.003, memory: 9063, top1_acc: 0.6637, top5_acc: 0.8428, loss_cls: 1.4180, loss: 1.4180, grad_norm: 4.1032 2020-08-12 16:31:12,503 - mmaction - INFO - Epoch [242][400/940] lr: 3.379e-03, eta: 6:23:00, time: 1.652, data_time: 0.010, memory: 9063, top1_acc: 0.6775, top5_acc: 0.8564, loss_cls: 1.3736, loss: 1.3736, grad_norm: 4.0346 2020-08-12 16:31:43,791 - mmaction - INFO - Epoch [242][420/940] lr: 3.379e-03, eta: 6:22:26, time: 1.565, data_time: 0.005, memory: 9063, top1_acc: 0.6699, top5_acc: 0.8541, loss_cls: 1.3898, loss: 1.3898, grad_norm: 4.1352 2020-08-12 16:32:15,577 - mmaction - INFO - Epoch [242][440/940] lr: 3.379e-03, eta: 6:21:52, time: 1.586, data_time: 0.017, memory: 9063, top1_acc: 0.6691, top5_acc: 0.8590, loss_cls: 1.3646, loss: 1.3646, grad_norm: 4.0518 2020-08-12 16:32:47,967 - mmaction - INFO - Epoch [242][460/940] lr: 3.379e-03, eta: 6:21:19, time: 1.621, data_time: 0.007, memory: 9063, top1_acc: 0.6625, top5_acc: 0.8494, loss_cls: 1.3988, loss: 1.3988, grad_norm: 4.0905 2020-08-12 16:33:19,980 - mmaction - INFO - Epoch [242][480/940] lr: 3.379e-03, eta: 6:20:45, time: 1.602, data_time: 0.008, memory: 9063, top1_acc: 0.6658, top5_acc: 0.8516, loss_cls: 1.3851, loss: 1.3851, grad_norm: 4.1203 2020-08-12 16:33:53,181 - mmaction - INFO - Epoch [242][500/940] lr: 3.379e-03, eta: 6:20:11, time: 1.661, data_time: 0.006, memory: 9063, top1_acc: 0.6748, top5_acc: 0.8547, loss_cls: 1.3573, loss: 1.3573, grad_norm: 4.0530 2020-08-12 16:34:24,923 - mmaction - INFO - Epoch [242][520/940] lr: 3.379e-03, eta: 6:19:37, time: 1.587, data_time: 0.005, memory: 9063, top1_acc: 0.6695, top5_acc: 0.8482, loss_cls: 1.4125, loss: 1.4125, grad_norm: 4.0829 2020-08-12 16:34:58,201 - mmaction - INFO - Epoch [242][540/940] lr: 3.379e-03, eta: 6:19:04, time: 1.663, data_time: 0.002, memory: 9063, top1_acc: 0.6744, top5_acc: 0.8557, loss_cls: 1.3677, loss: 1.3677, grad_norm: 4.0117 2020-08-12 16:35:29,293 - mmaction - INFO - Epoch [242][560/940] lr: 3.379e-03, eta: 6:18:30, time: 1.551, data_time: 0.006, memory: 9063, top1_acc: 0.6703, top5_acc: 0.8596, loss_cls: 1.3790, loss: 1.3790, grad_norm: 4.1061 2020-08-12 16:36:02,369 - mmaction - INFO - Epoch [242][580/940] lr: 3.379e-03, eta: 6:17:56, time: 1.655, data_time: 0.007, memory: 9063, top1_acc: 0.6695, top5_acc: 0.8424, loss_cls: 1.3987, loss: 1.3987, grad_norm: 4.0468 2020-08-12 16:36:33,670 - mmaction - INFO - Epoch [242][600/940] lr: 3.379e-03, eta: 6:17:23, time: 1.567, data_time: 0.007, memory: 9063, top1_acc: 0.6791, top5_acc: 0.8572, loss_cls: 1.3409, loss: 1.3409, grad_norm: 4.0796 2020-08-12 16:37:06,658 - mmaction - INFO - Epoch [242][620/940] lr: 3.379e-03, eta: 6:16:49, time: 1.648, data_time: 0.006, memory: 9063, top1_acc: 0.6668, top5_acc: 0.8406, loss_cls: 1.4257, loss: 1.4257, grad_norm: 4.0983 2020-08-12 16:37:37,777 - mmaction - INFO - Epoch [242][640/940] lr: 3.379e-03, eta: 6:16:15, time: 1.557, data_time: 0.006, memory: 9063, top1_acc: 0.6557, top5_acc: 0.8465, loss_cls: 1.4153, loss: 1.4153, grad_norm: 4.1400 2020-08-12 16:38:10,082 - mmaction - INFO - Epoch [242][660/940] lr: 3.379e-03, eta: 6:15:41, time: 1.612, data_time: 0.005, memory: 9063, top1_acc: 0.6648, top5_acc: 0.8463, loss_cls: 1.4034, loss: 1.4034, grad_norm: 4.1138 2020-08-12 16:38:42,585 - mmaction - INFO - Epoch [242][680/940] lr: 3.379e-03, eta: 6:15:08, time: 1.628, data_time: 0.007, memory: 9063, top1_acc: 0.6609, top5_acc: 0.8465, loss_cls: 1.4261, loss: 1.4261, grad_norm: 4.0938 2020-08-12 16:39:12,122 - mmaction - INFO - Epoch [242][700/940] lr: 3.379e-03, eta: 6:14:34, time: 1.476, data_time: 0.010, memory: 9063, top1_acc: 0.6746, top5_acc: 0.8547, loss_cls: 1.3750, loss: 1.3750, grad_norm: 4.0744 2020-08-12 16:39:43,386 - mmaction - INFO - Epoch [242][720/940] lr: 3.379e-03, eta: 6:14:00, time: 1.564, data_time: 0.005, memory: 9063, top1_acc: 0.6717, top5_acc: 0.8480, loss_cls: 1.3984, loss: 1.3984, grad_norm: 4.1406 2020-08-12 16:40:16,648 - mmaction - INFO - Epoch [242][740/940] lr: 3.379e-03, eta: 6:13:26, time: 1.658, data_time: 0.005, memory: 9063, top1_acc: 0.6629, top5_acc: 0.8465, loss_cls: 1.3878, loss: 1.3878, grad_norm: 4.1351 2020-08-12 16:40:49,258 - mmaction - INFO - Epoch [242][760/940] lr: 3.379e-03, eta: 6:12:53, time: 1.635, data_time: 0.008, memory: 9063, top1_acc: 0.6652, top5_acc: 0.8492, loss_cls: 1.4057, loss: 1.4057, grad_norm: 4.1625 2020-08-12 16:41:20,626 - mmaction - INFO - Epoch [242][780/940] lr: 3.379e-03, eta: 6:12:19, time: 1.569, data_time: 0.005, memory: 9063, top1_acc: 0.6662, top5_acc: 0.8488, loss_cls: 1.3975, loss: 1.3975, grad_norm: 4.0375 2020-08-12 16:41:52,655 - mmaction - INFO - Epoch [242][800/940] lr: 3.379e-03, eta: 6:11:45, time: 1.600, data_time: 0.008, memory: 9063, top1_acc: 0.6686, top5_acc: 0.8535, loss_cls: 1.3715, loss: 1.3715, grad_norm: 4.1262 2020-08-12 16:42:24,716 - mmaction - INFO - Epoch [242][820/940] lr: 3.379e-03, eta: 6:11:11, time: 1.601, data_time: 0.007, memory: 9063, top1_acc: 0.6607, top5_acc: 0.8455, loss_cls: 1.4176, loss: 1.4176, grad_norm: 4.0993 2020-08-12 16:42:57,728 - mmaction - INFO - Epoch [242][840/940] lr: 3.379e-03, eta: 6:10:38, time: 1.654, data_time: 0.009, memory: 9063, top1_acc: 0.6656, top5_acc: 0.8455, loss_cls: 1.4031, loss: 1.4031, grad_norm: 4.0788 2020-08-12 16:43:30,053 - mmaction - INFO - Epoch [242][860/940] lr: 3.379e-03, eta: 6:10:04, time: 1.616, data_time: 0.002, memory: 9063, top1_acc: 0.6545, top5_acc: 0.8338, loss_cls: 1.4734, loss: 1.4734, grad_norm: 4.2185 2020-08-12 16:44:01,746 - mmaction - INFO - Epoch [242][880/940] lr: 3.379e-03, eta: 6:09:30, time: 1.581, data_time: 0.010, memory: 9063, top1_acc: 0.6631, top5_acc: 0.8508, loss_cls: 1.3987, loss: 1.3987, grad_norm: 4.0858 2020-08-12 16:44:33,707 - mmaction - INFO - Epoch [242][900/940] lr: 3.379e-03, eta: 6:08:57, time: 1.602, data_time: 0.007, memory: 9063, top1_acc: 0.6684, top5_acc: 0.8520, loss_cls: 1.4064, loss: 1.4064, grad_norm: 4.1988 2020-08-12 16:45:06,216 - mmaction - INFO - Epoch [242][920/940] lr: 3.379e-03, eta: 6:08:23, time: 1.625, data_time: 0.005, memory: 9063, top1_acc: 0.6656, top5_acc: 0.8490, loss_cls: 1.3896, loss: 1.3896, grad_norm: 4.0978 2020-08-12 16:45:37,248 - mmaction - INFO - Epoch [242][940/940] lr: 3.379e-03, eta: 6:07:49, time: 1.550, data_time: 0.002, memory: 9063, top1_acc: 0.6788, top5_acc: 0.8490, loss_cls: 1.3886, loss: 1.3886, grad_norm: 4.0827 2020-08-12 16:46:14,722 - mmaction - INFO - Epoch [243][20/940] lr: 2.944e-03, eta: 6:07:16, time: 1.859, data_time: 0.454, memory: 9063, top1_acc: 0.6738, top5_acc: 0.8439, loss_cls: 1.3989, loss: 1.3989, grad_norm: 4.1008 2020-08-12 16:46:46,152 - mmaction - INFO - Epoch [243][40/940] lr: 2.944e-03, eta: 6:06:42, time: 1.572, data_time: 0.004, memory: 9063, top1_acc: 0.6785, top5_acc: 0.8602, loss_cls: 1.3388, loss: 1.3388, grad_norm: 4.0539 2020-08-12 16:47:17,502 - mmaction - INFO - Epoch [243][60/940] lr: 2.944e-03, eta: 6:06:08, time: 1.565, data_time: 0.005, memory: 9063, top1_acc: 0.6820, top5_acc: 0.8559, loss_cls: 1.3490, loss: 1.3490, grad_norm: 4.0664 2020-08-12 16:47:48,188 - mmaction - INFO - Epoch [243][80/940] lr: 2.944e-03, eta: 6:05:34, time: 1.536, data_time: 0.006, memory: 9063, top1_acc: 0.6697, top5_acc: 0.8500, loss_cls: 1.4018, loss: 1.4018, grad_norm: 4.1662 2020-08-12 16:48:19,619 - mmaction - INFO - Epoch [243][100/940] lr: 2.944e-03, eta: 6:05:01, time: 1.572, data_time: 0.003, memory: 9063, top1_acc: 0.6723, top5_acc: 0.8523, loss_cls: 1.3911, loss: 1.3911, grad_norm: 4.0457 2020-08-12 16:48:50,944 - mmaction - INFO - Epoch [243][120/940] lr: 2.944e-03, eta: 6:04:27, time: 1.566, data_time: 0.002, memory: 9063, top1_acc: 0.6701, top5_acc: 0.8527, loss_cls: 1.3899, loss: 1.3899, grad_norm: 4.1571 2020-08-12 16:49:23,397 - mmaction - INFO - Epoch [243][140/940] lr: 2.944e-03, eta: 6:03:53, time: 1.624, data_time: 0.002, memory: 9063, top1_acc: 0.6687, top5_acc: 0.8512, loss_cls: 1.3858, loss: 1.3858, grad_norm: 4.1374 2020-08-12 16:49:54,698 - mmaction - INFO - Epoch [243][160/940] lr: 2.944e-03, eta: 6:03:19, time: 1.562, data_time: 0.007, memory: 9063, top1_acc: 0.6811, top5_acc: 0.8490, loss_cls: 1.3371, loss: 1.3371, grad_norm: 4.0149 2020-08-12 16:50:26,413 - mmaction - INFO - Epoch [243][180/940] lr: 2.944e-03, eta: 6:02:46, time: 1.588, data_time: 0.006, memory: 9063, top1_acc: 0.6793, top5_acc: 0.8562, loss_cls: 1.3301, loss: 1.3301, grad_norm: 4.1068 2020-08-12 16:50:57,219 - mmaction - INFO - Epoch [243][200/940] lr: 2.944e-03, eta: 6:02:12, time: 1.540, data_time: 0.006, memory: 9063, top1_acc: 0.6771, top5_acc: 0.8543, loss_cls: 1.3510, loss: 1.3510, grad_norm: 4.0632 2020-08-12 16:51:31,634 - mmaction - INFO - Epoch [243][220/940] lr: 2.944e-03, eta: 6:01:38, time: 1.718, data_time: 0.007, memory: 9063, top1_acc: 0.6709, top5_acc: 0.8533, loss_cls: 1.3766, loss: 1.3766, grad_norm: 4.1246 2020-08-12 16:52:02,077 - mmaction - INFO - Epoch [243][240/940] lr: 2.944e-03, eta: 6:01:04, time: 1.524, data_time: 0.006, memory: 9063, top1_acc: 0.6736, top5_acc: 0.8510, loss_cls: 1.3739, loss: 1.3739, grad_norm: 4.1583 2020-08-12 16:52:34,264 - mmaction - INFO - Epoch [243][260/940] lr: 2.944e-03, eta: 6:00:31, time: 1.610, data_time: 0.004, memory: 9063, top1_acc: 0.6705, top5_acc: 0.8559, loss_cls: 1.3580, loss: 1.3580, grad_norm: 4.1059 2020-08-12 16:53:06,160 - mmaction - INFO - Epoch [243][280/940] lr: 2.944e-03, eta: 5:59:57, time: 1.593, data_time: 0.008, memory: 9063, top1_acc: 0.6770, top5_acc: 0.8562, loss_cls: 1.3480, loss: 1.3480, grad_norm: 4.1243 2020-08-12 16:53:39,081 - mmaction - INFO - Epoch [243][300/940] lr: 2.944e-03, eta: 5:59:23, time: 1.646, data_time: 0.006, memory: 9063, top1_acc: 0.6557, top5_acc: 0.8467, loss_cls: 1.4064, loss: 1.4064, grad_norm: 4.2339 2020-08-12 16:54:11,692 - mmaction - INFO - Epoch [243][320/940] lr: 2.944e-03, eta: 5:58:50, time: 1.631, data_time: 0.005, memory: 9063, top1_acc: 0.6828, top5_acc: 0.8535, loss_cls: 1.3454, loss: 1.3454, grad_norm: 4.0833 2020-08-12 16:54:43,333 - mmaction - INFO - Epoch [243][340/940] lr: 2.944e-03, eta: 5:58:16, time: 1.581, data_time: 0.011, memory: 9063, top1_acc: 0.6717, top5_acc: 0.8469, loss_cls: 1.3946, loss: 1.3946, grad_norm: 4.1621 2020-08-12 16:55:14,469 - mmaction - INFO - Epoch [243][360/940] lr: 2.944e-03, eta: 5:57:42, time: 1.556, data_time: 0.005, memory: 9063, top1_acc: 0.6713, top5_acc: 0.8545, loss_cls: 1.3679, loss: 1.3679, grad_norm: 4.1002 2020-08-12 16:55:46,490 - mmaction - INFO - Epoch [243][380/940] lr: 2.944e-03, eta: 5:57:08, time: 1.603, data_time: 0.007, memory: 9063, top1_acc: 0.6840, top5_acc: 0.8611, loss_cls: 1.3292, loss: 1.3292, grad_norm: 4.0085 2020-08-12 16:56:18,171 - mmaction - INFO - Epoch [243][400/940] lr: 2.944e-03, eta: 5:56:35, time: 1.580, data_time: 0.008, memory: 9063, top1_acc: 0.6680, top5_acc: 0.8480, loss_cls: 1.3942, loss: 1.3942, grad_norm: 4.1326 2020-08-12 16:56:50,302 - mmaction - INFO - Epoch [243][420/940] lr: 2.944e-03, eta: 5:56:01, time: 1.608, data_time: 0.008, memory: 9063, top1_acc: 0.6684, top5_acc: 0.8445, loss_cls: 1.4204, loss: 1.4204, grad_norm: 4.0901 2020-08-12 16:57:21,240 - mmaction - INFO - Epoch [243][440/940] lr: 2.944e-03, eta: 5:55:27, time: 1.550, data_time: 0.007, memory: 9063, top1_acc: 0.6777, top5_acc: 0.8496, loss_cls: 1.3838, loss: 1.3838, grad_norm: 4.0688 2020-08-12 16:57:52,552 - mmaction - INFO - Epoch [243][460/940] lr: 2.944e-03, eta: 5:54:53, time: 1.564, data_time: 0.007, memory: 9063, top1_acc: 0.6803, top5_acc: 0.8549, loss_cls: 1.3485, loss: 1.3485, grad_norm: 4.1035 2020-08-12 16:58:22,081 - mmaction - INFO - Epoch [243][480/940] lr: 2.944e-03, eta: 5:54:19, time: 1.478, data_time: 0.006, memory: 9063, top1_acc: 0.6711, top5_acc: 0.8562, loss_cls: 1.3898, loss: 1.3898, grad_norm: 4.1468 2020-08-12 16:58:53,542 - mmaction - INFO - Epoch [243][500/940] lr: 2.944e-03, eta: 5:53:46, time: 1.574, data_time: 0.005, memory: 9063, top1_acc: 0.6740, top5_acc: 0.8566, loss_cls: 1.3531, loss: 1.3531, grad_norm: 4.0894 2020-08-12 16:59:26,213 - mmaction - INFO - Epoch [243][520/940] lr: 2.944e-03, eta: 5:53:12, time: 1.632, data_time: 0.002, memory: 9063, top1_acc: 0.6736, top5_acc: 0.8559, loss_cls: 1.3526, loss: 1.3526, grad_norm: 4.1218 2020-08-12 16:59:58,398 - mmaction - INFO - Epoch [243][540/940] lr: 2.944e-03, eta: 5:52:38, time: 1.607, data_time: 0.008, memory: 9063, top1_acc: 0.6666, top5_acc: 0.8471, loss_cls: 1.4157, loss: 1.4157, grad_norm: 4.1858 2020-08-12 17:00:36,284 - mmaction - INFO - Epoch [243][560/940] lr: 2.944e-03, eta: 5:52:05, time: 1.887, data_time: 0.009, memory: 9063, top1_acc: 0.6703, top5_acc: 0.8494, loss_cls: 1.3801, loss: 1.3801, grad_norm: 4.1544 2020-08-12 17:01:06,588 - mmaction - INFO - Epoch [243][580/940] lr: 2.944e-03, eta: 5:51:31, time: 1.523, data_time: 0.022, memory: 9063, top1_acc: 0.6701, top5_acc: 0.8539, loss_cls: 1.3756, loss: 1.3756, grad_norm: 4.0597 2020-08-12 17:01:38,506 - mmaction - INFO - Epoch [243][600/940] lr: 2.944e-03, eta: 5:50:58, time: 1.596, data_time: 0.005, memory: 9063, top1_acc: 0.6664, top5_acc: 0.8424, loss_cls: 1.4216, loss: 1.4216, grad_norm: 4.2047 2020-08-12 17:02:09,340 - mmaction - INFO - Epoch [243][620/940] lr: 2.944e-03, eta: 5:50:24, time: 1.540, data_time: 0.007, memory: 9063, top1_acc: 0.6756, top5_acc: 0.8545, loss_cls: 1.3620, loss: 1.3620, grad_norm: 4.0808 2020-08-12 17:02:41,535 - mmaction - INFO - Epoch [243][640/940] lr: 2.944e-03, eta: 5:49:50, time: 1.612, data_time: 0.007, memory: 9063, top1_acc: 0.6723, top5_acc: 0.8516, loss_cls: 1.3813, loss: 1.3813, grad_norm: 4.1420 2020-08-12 17:03:13,224 - mmaction - INFO - Epoch [243][660/940] lr: 2.944e-03, eta: 5:49:16, time: 1.584, data_time: 0.005, memory: 9063, top1_acc: 0.6793, top5_acc: 0.8539, loss_cls: 1.3490, loss: 1.3490, grad_norm: 4.1110 2020-08-12 17:03:44,287 - mmaction - INFO - Epoch [243][680/940] lr: 2.944e-03, eta: 5:48:42, time: 1.553, data_time: 0.004, memory: 9063, top1_acc: 0.6771, top5_acc: 0.8521, loss_cls: 1.3690, loss: 1.3690, grad_norm: 4.1719 2020-08-12 17:04:16,159 - mmaction - INFO - Epoch [243][700/940] lr: 2.944e-03, eta: 5:48:09, time: 1.592, data_time: 0.005, memory: 9063, top1_acc: 0.6711, top5_acc: 0.8557, loss_cls: 1.3750, loss: 1.3750, grad_norm: 4.1328 2020-08-12 17:04:47,877 - mmaction - INFO - Epoch [243][720/940] lr: 2.944e-03, eta: 5:47:35, time: 1.588, data_time: 0.006, memory: 9063, top1_acc: 0.6689, top5_acc: 0.8467, loss_cls: 1.3963, loss: 1.3963, grad_norm: 4.1348 2020-08-12 17:05:19,967 - mmaction - INFO - Epoch [243][740/940] lr: 2.944e-03, eta: 5:47:01, time: 1.604, data_time: 0.005, memory: 9063, top1_acc: 0.6701, top5_acc: 0.8570, loss_cls: 1.3799, loss: 1.3799, grad_norm: 4.1570 2020-08-12 17:05:51,738 - mmaction - INFO - Epoch [243][760/940] lr: 2.944e-03, eta: 5:46:28, time: 1.589, data_time: 0.005, memory: 9063, top1_acc: 0.6684, top5_acc: 0.8525, loss_cls: 1.3724, loss: 1.3724, grad_norm: 4.0831 2020-08-12 17:06:24,688 - mmaction - INFO - Epoch [243][780/940] lr: 2.944e-03, eta: 5:45:54, time: 1.647, data_time: 0.005, memory: 9063, top1_acc: 0.6756, top5_acc: 0.8525, loss_cls: 1.3636, loss: 1.3636, grad_norm: 4.1089 2020-08-12 17:06:55,046 - mmaction - INFO - Epoch [243][800/940] lr: 2.944e-03, eta: 5:45:20, time: 1.518, data_time: 0.006, memory: 9063, top1_acc: 0.6891, top5_acc: 0.8568, loss_cls: 1.3300, loss: 1.3300, grad_norm: 4.1042 2020-08-12 17:07:26,933 - mmaction - INFO - Epoch [243][820/940] lr: 2.944e-03, eta: 5:44:46, time: 1.593, data_time: 0.007, memory: 9063, top1_acc: 0.6775, top5_acc: 0.8557, loss_cls: 1.3641, loss: 1.3641, grad_norm: 4.1221 2020-08-12 17:07:59,192 - mmaction - INFO - Epoch [243][840/940] lr: 2.944e-03, eta: 5:44:13, time: 1.615, data_time: 0.005, memory: 9063, top1_acc: 0.6822, top5_acc: 0.8592, loss_cls: 1.3234, loss: 1.3234, grad_norm: 4.1042 2020-08-12 17:08:31,547 - mmaction - INFO - Epoch [243][860/940] lr: 2.944e-03, eta: 5:43:39, time: 1.615, data_time: 0.005, memory: 9063, top1_acc: 0.6760, top5_acc: 0.8562, loss_cls: 1.3672, loss: 1.3672, grad_norm: 4.1268 2020-08-12 17:09:02,640 - mmaction - INFO - Epoch [243][880/940] lr: 2.944e-03, eta: 5:43:05, time: 1.552, data_time: 0.005, memory: 9063, top1_acc: 0.6604, top5_acc: 0.8428, loss_cls: 1.4333, loss: 1.4333, grad_norm: 4.2536 2020-08-12 17:09:34,771 - mmaction - INFO - Epoch [243][900/940] lr: 2.944e-03, eta: 5:42:32, time: 1.611, data_time: 0.008, memory: 9063, top1_acc: 0.6742, top5_acc: 0.8568, loss_cls: 1.3524, loss: 1.3524, grad_norm: 4.1698 2020-08-12 17:10:07,804 - mmaction - INFO - Epoch [243][920/940] lr: 2.944e-03, eta: 5:41:58, time: 1.652, data_time: 0.005, memory: 9063, top1_acc: 0.6734, top5_acc: 0.8549, loss_cls: 1.3576, loss: 1.3576, grad_norm: 4.1271 2020-08-12 17:10:37,399 - mmaction - INFO - Epoch [243][940/940] lr: 2.944e-03, eta: 5:41:24, time: 1.480, data_time: 0.004, memory: 9063, top1_acc: 0.6631, top5_acc: 0.8474, loss_cls: 1.4190, loss: 1.4190, grad_norm: 4.2288 2020-08-12 17:11:23,316 - mmaction - INFO - Epoch [244][20/940] lr: 2.540e-03, eta: 5:40:52, time: 2.262, data_time: 0.855, memory: 9063, top1_acc: 0.6760, top5_acc: 0.8578, loss_cls: 1.3457, loss: 1.3457, grad_norm: 4.0979 2020-08-12 17:11:51,971 - mmaction - INFO - Epoch [244][40/940] lr: 2.540e-03, eta: 5:40:18, time: 1.436, data_time: 0.007, memory: 9063, top1_acc: 0.6705, top5_acc: 0.8465, loss_cls: 1.3746, loss: 1.3746, grad_norm: 4.1302 2020-08-12 17:12:23,009 - mmaction - INFO - Epoch [244][60/940] lr: 2.540e-03, eta: 5:39:44, time: 1.550, data_time: 0.005, memory: 9063, top1_acc: 0.6734, top5_acc: 0.8475, loss_cls: 1.3933, loss: 1.3933, grad_norm: 4.1776 2020-08-12 17:12:55,050 - mmaction - INFO - Epoch [244][80/940] lr: 2.540e-03, eta: 5:39:10, time: 1.604, data_time: 0.006, memory: 9063, top1_acc: 0.6805, top5_acc: 0.8578, loss_cls: 1.3314, loss: 1.3314, grad_norm: 4.0191 2020-08-12 17:13:26,959 - mmaction - INFO - Epoch [244][100/940] lr: 2.540e-03, eta: 5:38:36, time: 1.594, data_time: 0.006, memory: 9063, top1_acc: 0.6865, top5_acc: 0.8676, loss_cls: 1.2795, loss: 1.2795, grad_norm: 4.0447 2020-08-12 17:13:59,043 - mmaction - INFO - Epoch [244][120/940] lr: 2.540e-03, eta: 5:38:03, time: 1.605, data_time: 0.005, memory: 9063, top1_acc: 0.6766, top5_acc: 0.8525, loss_cls: 1.3717, loss: 1.3717, grad_norm: 4.1106 2020-08-12 17:14:30,618 - mmaction - INFO - Epoch [244][140/940] lr: 2.540e-03, eta: 5:37:29, time: 1.578, data_time: 0.006, memory: 9063, top1_acc: 0.6719, top5_acc: 0.8555, loss_cls: 1.3714, loss: 1.3714, grad_norm: 4.1711 2020-08-12 17:15:02,967 - mmaction - INFO - Epoch [244][160/940] lr: 2.540e-03, eta: 5:36:55, time: 1.618, data_time: 0.005, memory: 9063, top1_acc: 0.6830, top5_acc: 0.8541, loss_cls: 1.3337, loss: 1.3337, grad_norm: 4.0782 2020-08-12 17:15:34,120 - mmaction - INFO - Epoch [244][180/940] lr: 2.540e-03, eta: 5:36:22, time: 1.558, data_time: 0.003, memory: 9063, top1_acc: 0.6801, top5_acc: 0.8609, loss_cls: 1.3296, loss: 1.3296, grad_norm: 4.0499 2020-08-12 17:16:06,255 - mmaction - INFO - Epoch [244][200/940] lr: 2.540e-03, eta: 5:35:48, time: 1.605, data_time: 0.009, memory: 9063, top1_acc: 0.6891, top5_acc: 0.8572, loss_cls: 1.3219, loss: 1.3219, grad_norm: 4.1042 2020-08-12 17:16:37,569 - mmaction - INFO - Epoch [244][220/940] lr: 2.540e-03, eta: 5:35:14, time: 1.567, data_time: 0.006, memory: 9063, top1_acc: 0.6770, top5_acc: 0.8518, loss_cls: 1.3551, loss: 1.3551, grad_norm: 4.1673 2020-08-12 17:17:09,097 - mmaction - INFO - Epoch [244][240/940] lr: 2.540e-03, eta: 5:34:40, time: 1.575, data_time: 0.009, memory: 9063, top1_acc: 0.6787, top5_acc: 0.8463, loss_cls: 1.3673, loss: 1.3673, grad_norm: 4.1690 2020-08-12 17:17:39,708 - mmaction - INFO - Epoch [244][260/940] lr: 2.540e-03, eta: 5:34:07, time: 1.528, data_time: 0.007, memory: 9063, top1_acc: 0.6789, top5_acc: 0.8553, loss_cls: 1.3523, loss: 1.3523, grad_norm: 4.1561 2020-08-12 17:18:10,149 - mmaction - INFO - Epoch [244][280/940] lr: 2.540e-03, eta: 5:33:33, time: 1.526, data_time: 0.007, memory: 9063, top1_acc: 0.6762, top5_acc: 0.8514, loss_cls: 1.3980, loss: 1.3980, grad_norm: 4.1774 2020-08-12 17:18:42,254 - mmaction - INFO - Epoch [244][300/940] lr: 2.540e-03, eta: 5:32:59, time: 1.601, data_time: 0.007, memory: 9063, top1_acc: 0.6723, top5_acc: 0.8559, loss_cls: 1.3706, loss: 1.3706, grad_norm: 4.1370 2020-08-12 17:19:13,939 - mmaction - INFO - Epoch [244][320/940] lr: 2.540e-03, eta: 5:32:25, time: 1.588, data_time: 0.007, memory: 9063, top1_acc: 0.6725, top5_acc: 0.8535, loss_cls: 1.3384, loss: 1.3384, grad_norm: 4.1079 2020-08-12 17:19:44,549 - mmaction - INFO - Epoch [244][340/940] lr: 2.540e-03, eta: 5:31:51, time: 1.529, data_time: 0.003, memory: 9063, top1_acc: 0.6646, top5_acc: 0.8531, loss_cls: 1.3883, loss: 1.3883, grad_norm: 4.2072 2020-08-12 17:20:16,245 - mmaction - INFO - Epoch [244][360/940] lr: 2.540e-03, eta: 5:31:18, time: 1.581, data_time: 0.007, memory: 9063, top1_acc: 0.6750, top5_acc: 0.8525, loss_cls: 1.3767, loss: 1.3767, grad_norm: 4.1956 2020-08-12 17:20:48,879 - mmaction - INFO - Epoch [244][380/940] lr: 2.540e-03, eta: 5:30:44, time: 1.632, data_time: 0.008, memory: 9063, top1_acc: 0.6896, top5_acc: 0.8641, loss_cls: 1.3200, loss: 1.3200, grad_norm: 4.0800 2020-08-12 17:21:19,758 - mmaction - INFO - Epoch [244][400/940] lr: 2.540e-03, eta: 5:30:10, time: 1.548, data_time: 0.007, memory: 9063, top1_acc: 0.6795, top5_acc: 0.8547, loss_cls: 1.3540, loss: 1.3540, grad_norm: 4.2266 2020-08-12 17:21:53,374 - mmaction - INFO - Epoch [244][420/940] lr: 2.540e-03, eta: 5:29:37, time: 1.681, data_time: 0.008, memory: 9063, top1_acc: 0.6715, top5_acc: 0.8498, loss_cls: 1.3805, loss: 1.3805, grad_norm: 4.1445 2020-08-12 17:22:23,944 - mmaction - INFO - Epoch [244][440/940] lr: 2.540e-03, eta: 5:29:03, time: 1.526, data_time: 0.002, memory: 9063, top1_acc: 0.6787, top5_acc: 0.8582, loss_cls: 1.3454, loss: 1.3454, grad_norm: 4.1670 2020-08-12 17:22:55,007 - mmaction - INFO - Epoch [244][460/940] lr: 2.540e-03, eta: 5:28:29, time: 1.556, data_time: 0.007, memory: 9063, top1_acc: 0.6660, top5_acc: 0.8422, loss_cls: 1.4158, loss: 1.4158, grad_norm: 4.2577 2020-08-12 17:23:26,801 - mmaction - INFO - Epoch [244][480/940] lr: 2.540e-03, eta: 5:27:55, time: 1.585, data_time: 0.005, memory: 9063, top1_acc: 0.6750, top5_acc: 0.8496, loss_cls: 1.3663, loss: 1.3663, grad_norm: 4.1952 2020-08-12 17:23:58,482 - mmaction - INFO - Epoch [244][500/940] lr: 2.540e-03, eta: 5:27:22, time: 1.588, data_time: 0.007, memory: 9063, top1_acc: 0.6766, top5_acc: 0.8545, loss_cls: 1.3400, loss: 1.3400, grad_norm: 4.1204 2020-08-12 17:24:28,822 - mmaction - INFO - Epoch [244][520/940] lr: 2.540e-03, eta: 5:26:48, time: 1.517, data_time: 0.005, memory: 9063, top1_acc: 0.6721, top5_acc: 0.8562, loss_cls: 1.3483, loss: 1.3483, grad_norm: 4.1800 2020-08-12 17:24:59,951 - mmaction - INFO - Epoch [244][540/940] lr: 2.540e-03, eta: 5:26:14, time: 1.557, data_time: 0.002, memory: 9063, top1_acc: 0.6797, top5_acc: 0.8559, loss_cls: 1.3430, loss: 1.3430, grad_norm: 4.1902 2020-08-12 17:25:31,496 - mmaction - INFO - Epoch [244][560/940] lr: 2.540e-03, eta: 5:25:40, time: 1.575, data_time: 0.004, memory: 9063, top1_acc: 0.6781, top5_acc: 0.8533, loss_cls: 1.3689, loss: 1.3689, grad_norm: 4.2265 2020-08-12 17:26:03,422 - mmaction - INFO - Epoch [244][580/940] lr: 2.540e-03, eta: 5:25:07, time: 1.598, data_time: 0.007, memory: 9063, top1_acc: 0.6656, top5_acc: 0.8537, loss_cls: 1.3752, loss: 1.3752, grad_norm: 4.2126 2020-08-12 17:26:34,897 - mmaction - INFO - Epoch [244][600/940] lr: 2.540e-03, eta: 5:24:33, time: 1.574, data_time: 0.005, memory: 9063, top1_acc: 0.6791, top5_acc: 0.8652, loss_cls: 1.3341, loss: 1.3341, grad_norm: 4.1686 2020-08-12 17:27:07,322 - mmaction - INFO - Epoch [244][620/940] lr: 2.540e-03, eta: 5:23:59, time: 1.621, data_time: 0.002, memory: 9063, top1_acc: 0.6750, top5_acc: 0.8518, loss_cls: 1.3841, loss: 1.3841, grad_norm: 4.1575 2020-08-12 17:27:38,718 - mmaction - INFO - Epoch [244][640/940] lr: 2.540e-03, eta: 5:23:26, time: 1.567, data_time: 0.004, memory: 9063, top1_acc: 0.6764, top5_acc: 0.8572, loss_cls: 1.3507, loss: 1.3507, grad_norm: 4.1411 2020-08-12 17:28:10,835 - mmaction - INFO - Epoch [244][660/940] lr: 2.540e-03, eta: 5:22:52, time: 1.607, data_time: 0.005, memory: 9063, top1_acc: 0.6719, top5_acc: 0.8529, loss_cls: 1.3852, loss: 1.3852, grad_norm: 4.1722 2020-08-12 17:28:40,901 - mmaction - INFO - Epoch [244][680/940] lr: 2.540e-03, eta: 5:22:18, time: 1.504, data_time: 0.003, memory: 9063, top1_acc: 0.6814, top5_acc: 0.8553, loss_cls: 1.3422, loss: 1.3422, grad_norm: 4.1726 2020-08-12 17:29:11,909 - mmaction - INFO - Epoch [244][700/940] lr: 2.540e-03, eta: 5:21:44, time: 1.546, data_time: 0.005, memory: 9063, top1_acc: 0.6721, top5_acc: 0.8473, loss_cls: 1.3804, loss: 1.3804, grad_norm: 4.1999 2020-08-12 17:29:42,571 - mmaction - INFO - Epoch [244][720/940] lr: 2.540e-03, eta: 5:21:10, time: 1.538, data_time: 0.007, memory: 9063, top1_acc: 0.6684, top5_acc: 0.8525, loss_cls: 1.3713, loss: 1.3713, grad_norm: 4.2281 2020-08-12 17:30:15,331 - mmaction - INFO - Epoch [244][740/940] lr: 2.540e-03, eta: 5:20:37, time: 1.636, data_time: 0.005, memory: 9063, top1_acc: 0.6717, top5_acc: 0.8500, loss_cls: 1.3660, loss: 1.3660, grad_norm: 4.1269 2020-08-12 17:30:46,479 - mmaction - INFO - Epoch [244][760/940] lr: 2.540e-03, eta: 5:20:03, time: 1.560, data_time: 0.007, memory: 9063, top1_acc: 0.6834, top5_acc: 0.8592, loss_cls: 1.3094, loss: 1.3094, grad_norm: 4.1054 2020-08-12 17:31:17,678 - mmaction - INFO - Epoch [244][780/940] lr: 2.540e-03, eta: 5:19:29, time: 1.558, data_time: 0.005, memory: 9063, top1_acc: 0.6934, top5_acc: 0.8648, loss_cls: 1.2746, loss: 1.2746, grad_norm: 4.0501 2020-08-12 17:31:50,972 - mmaction - INFO - Epoch [244][800/940] lr: 2.540e-03, eta: 5:18:56, time: 1.665, data_time: 0.005, memory: 9063, top1_acc: 0.6814, top5_acc: 0.8617, loss_cls: 1.3399, loss: 1.3399, grad_norm: 4.2110 2020-08-12 17:32:22,573 - mmaction - INFO - Epoch [244][820/940] lr: 2.540e-03, eta: 5:18:22, time: 1.581, data_time: 0.006, memory: 9063, top1_acc: 0.6766, top5_acc: 0.8492, loss_cls: 1.3704, loss: 1.3704, grad_norm: 4.2233 2020-08-12 17:32:54,239 - mmaction - INFO - Epoch [244][840/940] lr: 2.540e-03, eta: 5:17:48, time: 1.583, data_time: 0.003, memory: 9063, top1_acc: 0.6797, top5_acc: 0.8525, loss_cls: 1.3448, loss: 1.3448, grad_norm: 4.1204 2020-08-12 17:33:25,244 - mmaction - INFO - Epoch [244][860/940] lr: 2.540e-03, eta: 5:17:15, time: 1.545, data_time: 0.009, memory: 9063, top1_acc: 0.6771, top5_acc: 0.8498, loss_cls: 1.3687, loss: 1.3687, grad_norm: 4.1619 2020-08-12 17:33:56,415 - mmaction - INFO - Epoch [244][880/940] lr: 2.540e-03, eta: 5:16:41, time: 1.564, data_time: 0.008, memory: 9063, top1_acc: 0.6635, top5_acc: 0.8533, loss_cls: 1.3675, loss: 1.3675, grad_norm: 4.2015 2020-08-12 17:34:28,839 - mmaction - INFO - Epoch [244][900/940] lr: 2.540e-03, eta: 5:16:07, time: 1.619, data_time: 0.005, memory: 9063, top1_acc: 0.6764, top5_acc: 0.8559, loss_cls: 1.3650, loss: 1.3650, grad_norm: 4.1310 2020-08-12 17:35:00,013 - mmaction - INFO - Epoch [244][920/940] lr: 2.540e-03, eta: 5:15:33, time: 1.560, data_time: 0.005, memory: 9063, top1_acc: 0.6871, top5_acc: 0.8582, loss_cls: 1.3328, loss: 1.3328, grad_norm: 4.1311 2020-08-12 17:35:30,715 - mmaction - INFO - Epoch [244][940/940] lr: 2.540e-03, eta: 5:15:00, time: 1.533, data_time: 0.008, memory: 9063, top1_acc: 0.6792, top5_acc: 0.8513, loss_cls: 1.3960, loss: 1.3960, grad_norm: 4.2751 2020-08-12 17:35:30,985 - mmaction - INFO - Saving checkpoint at 244 epochs 2020-08-12 17:36:09,647 - mmaction - INFO - Epoch [245][20/940] lr: 2.165e-03, eta: 5:14:26, time: 1.805, data_time: 0.315, memory: 9063, top1_acc: 0.6799, top5_acc: 0.8623, loss_cls: 1.3424, loss: 1.3424, grad_norm: 4.1128 2020-08-12 17:36:40,228 - mmaction - INFO - Epoch [245][40/940] lr: 2.165e-03, eta: 5:13:53, time: 1.528, data_time: 0.005, memory: 9063, top1_acc: 0.6861, top5_acc: 0.8570, loss_cls: 1.3328, loss: 1.3328, grad_norm: 4.1893 2020-08-12 17:37:11,129 - mmaction - INFO - Epoch [245][60/940] lr: 2.165e-03, eta: 5:13:19, time: 1.547, data_time: 0.007, memory: 9063, top1_acc: 0.6787, top5_acc: 0.8588, loss_cls: 1.3626, loss: 1.3626, grad_norm: 4.2768 2020-08-12 17:37:43,948 - mmaction - INFO - Epoch [245][80/940] lr: 2.165e-03, eta: 5:12:45, time: 1.635, data_time: 0.005, memory: 9063, top1_acc: 0.6791, top5_acc: 0.8520, loss_cls: 1.3632, loss: 1.3632, grad_norm: 4.1847 2020-08-12 17:38:15,539 - mmaction - INFO - Epoch [245][100/940] lr: 2.165e-03, eta: 5:12:12, time: 1.586, data_time: 0.009, memory: 9063, top1_acc: 0.6855, top5_acc: 0.8568, loss_cls: 1.3218, loss: 1.3218, grad_norm: 4.1338 2020-08-12 17:38:46,050 - mmaction - INFO - Epoch [245][120/940] lr: 2.165e-03, eta: 5:11:38, time: 1.524, data_time: 0.005, memory: 9063, top1_acc: 0.6777, top5_acc: 0.8580, loss_cls: 1.3355, loss: 1.3355, grad_norm: 4.1425 2020-08-12 17:39:18,703 - mmaction - INFO - Epoch [245][140/940] lr: 2.165e-03, eta: 5:11:04, time: 1.631, data_time: 0.005, memory: 9063, top1_acc: 0.6885, top5_acc: 0.8621, loss_cls: 1.3224, loss: 1.3224, grad_norm: 4.0768 2020-08-12 17:39:50,323 - mmaction - INFO - Epoch [245][160/940] lr: 2.165e-03, eta: 5:10:30, time: 1.581, data_time: 0.008, memory: 9063, top1_acc: 0.6707, top5_acc: 0.8559, loss_cls: 1.3686, loss: 1.3686, grad_norm: 4.2548 2020-08-12 17:40:22,118 - mmaction - INFO - Epoch [245][180/940] lr: 2.165e-03, eta: 5:09:57, time: 1.591, data_time: 0.006, memory: 9063, top1_acc: 0.6736, top5_acc: 0.8512, loss_cls: 1.3745, loss: 1.3745, grad_norm: 4.1671 2020-08-12 17:40:53,875 - mmaction - INFO - Epoch [245][200/940] lr: 2.165e-03, eta: 5:09:23, time: 1.584, data_time: 0.005, memory: 9063, top1_acc: 0.6730, top5_acc: 0.8615, loss_cls: 1.3425, loss: 1.3425, grad_norm: 4.2341 2020-08-12 17:41:26,047 - mmaction - INFO - Epoch [245][220/940] lr: 2.165e-03, eta: 5:08:49, time: 1.613, data_time: 0.011, memory: 9063, top1_acc: 0.6900, top5_acc: 0.8596, loss_cls: 1.3067, loss: 1.3067, grad_norm: 4.0459 2020-08-12 17:41:57,009 - mmaction - INFO - Epoch [245][240/940] lr: 2.165e-03, eta: 5:08:16, time: 1.550, data_time: 0.006, memory: 9063, top1_acc: 0.6713, top5_acc: 0.8580, loss_cls: 1.3545, loss: 1.3545, grad_norm: 4.2859 2020-08-12 17:42:30,440 - mmaction - INFO - Epoch [245][260/940] lr: 2.165e-03, eta: 5:07:42, time: 1.671, data_time: 0.005, memory: 9063, top1_acc: 0.6773, top5_acc: 0.8496, loss_cls: 1.3538, loss: 1.3538, grad_norm: 4.1632 2020-08-12 17:43:02,624 - mmaction - INFO - Epoch [245][280/940] lr: 2.165e-03, eta: 5:07:08, time: 1.606, data_time: 0.005, memory: 9063, top1_acc: 0.6793, top5_acc: 0.8525, loss_cls: 1.3647, loss: 1.3647, grad_norm: 4.2511 2020-08-12 17:43:33,838 - mmaction - INFO - Epoch [245][300/940] lr: 2.165e-03, eta: 5:06:35, time: 1.565, data_time: 0.007, memory: 9063, top1_acc: 0.6754, top5_acc: 0.8477, loss_cls: 1.3691, loss: 1.3691, grad_norm: 4.2058 2020-08-12 17:44:05,468 - mmaction - INFO - Epoch [245][320/940] lr: 2.165e-03, eta: 5:06:01, time: 1.577, data_time: 0.007, memory: 9063, top1_acc: 0.6900, top5_acc: 0.8598, loss_cls: 1.3033, loss: 1.3033, grad_norm: 4.1103 2020-08-12 17:44:37,915 - mmaction - INFO - Epoch [245][340/940] lr: 2.165e-03, eta: 5:05:27, time: 1.627, data_time: 0.007, memory: 9063, top1_acc: 0.6807, top5_acc: 0.8492, loss_cls: 1.3684, loss: 1.3684, grad_norm: 4.1534 2020-08-12 17:45:10,316 - mmaction - INFO - Epoch [245][360/940] lr: 2.165e-03, eta: 5:04:54, time: 1.620, data_time: 0.009, memory: 9063, top1_acc: 0.6713, top5_acc: 0.8475, loss_cls: 1.3807, loss: 1.3807, grad_norm: 4.2250 2020-08-12 17:45:41,696 - mmaction - INFO - Epoch [245][380/940] lr: 2.165e-03, eta: 5:04:20, time: 1.569, data_time: 0.002, memory: 9063, top1_acc: 0.6766, top5_acc: 0.8512, loss_cls: 1.3783, loss: 1.3783, grad_norm: 4.1740 2020-08-12 17:46:12,972 - mmaction - INFO - Epoch [245][400/940] lr: 2.165e-03, eta: 5:03:46, time: 1.561, data_time: 0.005, memory: 9063, top1_acc: 0.6787, top5_acc: 0.8641, loss_cls: 1.3195, loss: 1.3195, grad_norm: 4.2317 2020-08-12 17:46:42,429 - mmaction - INFO - Epoch [245][420/940] lr: 2.165e-03, eta: 5:03:12, time: 1.475, data_time: 0.009, memory: 9063, top1_acc: 0.6791, top5_acc: 0.8580, loss_cls: 1.3495, loss: 1.3495, grad_norm: 4.2028 2020-08-12 17:47:15,507 - mmaction - INFO - Epoch [245][440/940] lr: 2.165e-03, eta: 5:02:39, time: 1.652, data_time: 0.005, memory: 9063, top1_acc: 0.6727, top5_acc: 0.8473, loss_cls: 1.3667, loss: 1.3667, grad_norm: 4.2461 2020-08-12 17:47:45,719 - mmaction - INFO - Epoch [245][460/940] lr: 2.165e-03, eta: 5:02:05, time: 1.513, data_time: 0.005, memory: 9063, top1_acc: 0.6854, top5_acc: 0.8545, loss_cls: 1.3419, loss: 1.3419, grad_norm: 4.1867 2020-08-12 17:48:18,164 - mmaction - INFO - Epoch [245][480/940] lr: 2.165e-03, eta: 5:01:31, time: 1.616, data_time: 0.007, memory: 9063, top1_acc: 0.6836, top5_acc: 0.8615, loss_cls: 1.3193, loss: 1.3193, grad_norm: 4.1135 2020-08-12 17:48:48,945 - mmaction - INFO - Epoch [245][500/940] lr: 2.165e-03, eta: 5:00:58, time: 1.544, data_time: 0.008, memory: 9063, top1_acc: 0.6801, top5_acc: 0.8508, loss_cls: 1.3604, loss: 1.3604, grad_norm: 4.1238 2020-08-12 17:49:20,159 - mmaction - INFO - Epoch [245][520/940] lr: 2.165e-03, eta: 5:00:24, time: 1.561, data_time: 0.004, memory: 9063, top1_acc: 0.6869, top5_acc: 0.8543, loss_cls: 1.3548, loss: 1.3548, grad_norm: 4.2478 2020-08-12 17:49:52,065 - mmaction - INFO - Epoch [245][540/940] lr: 2.165e-03, eta: 4:59:50, time: 1.596, data_time: 0.005, memory: 9063, top1_acc: 0.6699, top5_acc: 0.8566, loss_cls: 1.3422, loss: 1.3422, grad_norm: 4.2956 2020-08-12 17:50:24,922 - mmaction - INFO - Epoch [245][560/940] lr: 2.165e-03, eta: 4:59:17, time: 1.637, data_time: 0.005, memory: 9063, top1_acc: 0.6877, top5_acc: 0.8547, loss_cls: 1.3323, loss: 1.3323, grad_norm: 4.2207 2020-08-12 17:50:56,652 - mmaction - INFO - Epoch [245][580/940] lr: 2.165e-03, eta: 4:58:43, time: 1.591, data_time: 0.008, memory: 9063, top1_acc: 0.6729, top5_acc: 0.8535, loss_cls: 1.3722, loss: 1.3722, grad_norm: 4.2337 2020-08-12 17:51:27,424 - mmaction - INFO - Epoch [245][600/940] lr: 2.165e-03, eta: 4:58:09, time: 1.539, data_time: 0.006, memory: 9063, top1_acc: 0.6750, top5_acc: 0.8551, loss_cls: 1.3357, loss: 1.3357, grad_norm: 4.1804 2020-08-12 17:52:00,509 - mmaction - INFO - Epoch [245][620/940] lr: 2.165e-03, eta: 4:57:36, time: 1.654, data_time: 0.009, memory: 9063, top1_acc: 0.6822, top5_acc: 0.8562, loss_cls: 1.3364, loss: 1.3364, grad_norm: 4.2232 2020-08-12 17:52:32,138 - mmaction - INFO - Epoch [245][640/940] lr: 2.165e-03, eta: 4:57:02, time: 1.582, data_time: 0.003, memory: 9063, top1_acc: 0.6885, top5_acc: 0.8656, loss_cls: 1.3034, loss: 1.3034, grad_norm: 4.2193 2020-08-12 17:53:03,977 - mmaction - INFO - Epoch [245][660/940] lr: 2.165e-03, eta: 4:56:28, time: 1.591, data_time: 0.002, memory: 9063, top1_acc: 0.6811, top5_acc: 0.8521, loss_cls: 1.3564, loss: 1.3564, grad_norm: 4.1766 2020-08-12 17:53:35,479 - mmaction - INFO - Epoch [245][680/940] lr: 2.165e-03, eta: 4:55:55, time: 1.574, data_time: 0.010, memory: 9063, top1_acc: 0.6730, top5_acc: 0.8545, loss_cls: 1.3508, loss: 1.3508, grad_norm: 4.1986 2020-08-12 17:54:07,112 - mmaction - INFO - Epoch [245][700/940] lr: 2.165e-03, eta: 4:55:21, time: 1.583, data_time: 0.008, memory: 9063, top1_acc: 0.6830, top5_acc: 0.8547, loss_cls: 1.3335, loss: 1.3335, grad_norm: 4.1768 2020-08-12 17:54:39,091 - mmaction - INFO - Epoch [245][720/940] lr: 2.165e-03, eta: 4:54:47, time: 1.597, data_time: 0.009, memory: 9063, top1_acc: 0.6762, top5_acc: 0.8529, loss_cls: 1.3586, loss: 1.3586, grad_norm: 4.2063 2020-08-12 17:55:10,812 - mmaction - INFO - Epoch [245][740/940] lr: 2.165e-03, eta: 4:54:14, time: 1.585, data_time: 0.006, memory: 9063, top1_acc: 0.6838, top5_acc: 0.8590, loss_cls: 1.3144, loss: 1.3144, grad_norm: 4.1291 2020-08-12 17:55:41,482 - mmaction - INFO - Epoch [245][760/940] lr: 2.165e-03, eta: 4:53:40, time: 1.536, data_time: 0.006, memory: 9063, top1_acc: 0.6799, top5_acc: 0.8580, loss_cls: 1.3480, loss: 1.3480, grad_norm: 4.2376 2020-08-12 17:56:12,879 - mmaction - INFO - Epoch [245][780/940] lr: 2.165e-03, eta: 4:53:06, time: 1.568, data_time: 0.005, memory: 9063, top1_acc: 0.6818, top5_acc: 0.8523, loss_cls: 1.3425, loss: 1.3425, grad_norm: 4.1896 2020-08-12 17:56:44,904 - mmaction - INFO - Epoch [245][800/940] lr: 2.165e-03, eta: 4:52:33, time: 1.602, data_time: 0.007, memory: 9063, top1_acc: 0.6762, top5_acc: 0.8611, loss_cls: 1.3214, loss: 1.3214, grad_norm: 4.1864 2020-08-12 17:57:17,157 - mmaction - INFO - Epoch [245][820/940] lr: 2.165e-03, eta: 4:51:59, time: 1.612, data_time: 0.005, memory: 9063, top1_acc: 0.6709, top5_acc: 0.8521, loss_cls: 1.3703, loss: 1.3703, grad_norm: 4.2057 2020-08-12 17:57:49,664 - mmaction - INFO - Epoch [245][840/940] lr: 2.165e-03, eta: 4:51:25, time: 1.626, data_time: 0.005, memory: 9063, top1_acc: 0.7018, top5_acc: 0.8664, loss_cls: 1.2611, loss: 1.2611, grad_norm: 4.0672 2020-08-12 17:58:21,579 - mmaction - INFO - Epoch [245][860/940] lr: 2.165e-03, eta: 4:50:52, time: 1.594, data_time: 0.006, memory: 9063, top1_acc: 0.6713, top5_acc: 0.8523, loss_cls: 1.3789, loss: 1.3789, grad_norm: 4.2736 2020-08-12 17:58:52,800 - mmaction - INFO - Epoch [245][880/940] lr: 2.165e-03, eta: 4:50:18, time: 1.562, data_time: 0.006, memory: 9063, top1_acc: 0.6789, top5_acc: 0.8592, loss_cls: 1.3386, loss: 1.3386, grad_norm: 4.2198 2020-08-12 17:59:24,479 - mmaction - INFO - Epoch [245][900/940] lr: 2.165e-03, eta: 4:49:44, time: 1.585, data_time: 0.005, memory: 9063, top1_acc: 0.6891, top5_acc: 0.8531, loss_cls: 1.3337, loss: 1.3337, grad_norm: 4.1753 2020-08-12 17:59:56,214 - mmaction - INFO - Epoch [245][920/940] lr: 2.165e-03, eta: 4:49:11, time: 1.583, data_time: 0.005, memory: 9063, top1_acc: 0.6793, top5_acc: 0.8543, loss_cls: 1.3781, loss: 1.3781, grad_norm: 4.2597 2020-08-12 18:00:32,265 - mmaction - INFO - Epoch [245][940/940] lr: 2.165e-03, eta: 4:48:37, time: 1.792, data_time: 0.007, memory: 9063, top1_acc: 0.6788, top5_acc: 0.8543, loss_cls: 1.3440, loss: 1.3440, grad_norm: 4.2645 2020-08-12 18:01:15,007 - mmaction - INFO - Epoch [246][20/940] lr: 1.819e-03, eta: 4:48:05, time: 2.108, data_time: 0.735, memory: 9063, top1_acc: 0.6771, top5_acc: 0.8562, loss_cls: 1.3366, loss: 1.3366, grad_norm: 4.2054 2020-08-12 18:01:44,726 - mmaction - INFO - Epoch [246][40/940] lr: 1.819e-03, eta: 4:47:31, time: 1.490, data_time: 0.009, memory: 9063, top1_acc: 0.6818, top5_acc: 0.8582, loss_cls: 1.3273, loss: 1.3273, grad_norm: 4.1994 2020-08-12 18:02:15,795 - mmaction - INFO - Epoch [246][60/940] lr: 1.819e-03, eta: 4:46:57, time: 1.555, data_time: 0.007, memory: 9063, top1_acc: 0.6811, top5_acc: 0.8525, loss_cls: 1.3162, loss: 1.3162, grad_norm: 4.1322 2020-08-12 18:02:47,075 - mmaction - INFO - Epoch [246][80/940] lr: 1.819e-03, eta: 4:46:23, time: 1.559, data_time: 0.005, memory: 9063, top1_acc: 0.6875, top5_acc: 0.8555, loss_cls: 1.3146, loss: 1.3146, grad_norm: 4.1300 2020-08-12 18:03:18,891 - mmaction - INFO - Epoch [246][100/940] lr: 1.819e-03, eta: 4:45:50, time: 1.596, data_time: 0.007, memory: 9063, top1_acc: 0.6887, top5_acc: 0.8607, loss_cls: 1.3272, loss: 1.3272, grad_norm: 4.2119 2020-08-12 18:03:51,584 - mmaction - INFO - Epoch [246][120/940] lr: 1.819e-03, eta: 4:45:16, time: 1.634, data_time: 0.006, memory: 9063, top1_acc: 0.6855, top5_acc: 0.8627, loss_cls: 1.3255, loss: 1.3255, grad_norm: 4.1968 2020-08-12 18:04:23,834 - mmaction - INFO - Epoch [246][140/940] lr: 1.819e-03, eta: 4:44:43, time: 1.614, data_time: 0.007, memory: 9063, top1_acc: 0.6893, top5_acc: 0.8568, loss_cls: 1.3268, loss: 1.3268, grad_norm: 4.1732 2020-08-12 18:04:56,230 - mmaction - INFO - Epoch [246][160/940] lr: 1.819e-03, eta: 4:44:09, time: 1.613, data_time: 0.006, memory: 9063, top1_acc: 0.6834, top5_acc: 0.8580, loss_cls: 1.3354, loss: 1.3354, grad_norm: 4.2600 2020-08-12 18:05:28,249 - mmaction - INFO - Epoch [246][180/940] lr: 1.819e-03, eta: 4:43:35, time: 1.607, data_time: 0.009, memory: 9063, top1_acc: 0.6881, top5_acc: 0.8559, loss_cls: 1.3284, loss: 1.3284, grad_norm: 4.2167 2020-08-12 18:06:00,279 - mmaction - INFO - Epoch [246][200/940] lr: 1.819e-03, eta: 4:43:02, time: 1.599, data_time: 0.005, memory: 9063, top1_acc: 0.6842, top5_acc: 0.8596, loss_cls: 1.3171, loss: 1.3171, grad_norm: 4.1200 2020-08-12 18:06:30,073 - mmaction - INFO - Epoch [246][220/940] lr: 1.819e-03, eta: 4:42:28, time: 1.492, data_time: 0.007, memory: 9063, top1_acc: 0.6842, top5_acc: 0.8584, loss_cls: 1.3300, loss: 1.3300, grad_norm: 4.2478 2020-08-12 18:06:59,842 - mmaction - INFO - Epoch [246][240/940] lr: 1.819e-03, eta: 4:41:54, time: 1.487, data_time: 0.005, memory: 9063, top1_acc: 0.6881, top5_acc: 0.8570, loss_cls: 1.3141, loss: 1.3141, grad_norm: 4.2506 2020-08-12 18:07:31,044 - mmaction - INFO - Epoch [246][260/940] lr: 1.819e-03, eta: 4:41:20, time: 1.562, data_time: 0.006, memory: 9063, top1_acc: 0.6885, top5_acc: 0.8584, loss_cls: 1.3039, loss: 1.3039, grad_norm: 4.1602 2020-08-12 18:08:01,690 - mmaction - INFO - Epoch [246][280/940] lr: 1.819e-03, eta: 4:40:47, time: 1.531, data_time: 0.005, memory: 9063, top1_acc: 0.6814, top5_acc: 0.8574, loss_cls: 1.3245, loss: 1.3245, grad_norm: 4.1488 2020-08-12 18:08:33,334 - mmaction - INFO - Epoch [246][300/940] lr: 1.819e-03, eta: 4:40:13, time: 1.579, data_time: 0.006, memory: 9063, top1_acc: 0.6926, top5_acc: 0.8598, loss_cls: 1.3065, loss: 1.3065, grad_norm: 4.1870 2020-08-12 18:09:04,040 - mmaction - INFO - Epoch [246][320/940] lr: 1.819e-03, eta: 4:39:39, time: 1.535, data_time: 0.010, memory: 9063, top1_acc: 0.6770, top5_acc: 0.8523, loss_cls: 1.3549, loss: 1.3549, grad_norm: 4.2635 2020-08-12 18:09:35,720 - mmaction - INFO - Epoch [246][340/940] lr: 1.819e-03, eta: 4:39:06, time: 1.588, data_time: 0.007, memory: 9063, top1_acc: 0.6781, top5_acc: 0.8555, loss_cls: 1.3568, loss: 1.3568, grad_norm: 4.2569 2020-08-12 18:10:08,727 - mmaction - INFO - Epoch [246][360/940] lr: 1.819e-03, eta: 4:38:32, time: 1.650, data_time: 0.003, memory: 9063, top1_acc: 0.6789, top5_acc: 0.8518, loss_cls: 1.3570, loss: 1.3570, grad_norm: 4.2883 2020-08-12 18:10:38,813 - mmaction - INFO - Epoch [246][380/940] lr: 1.819e-03, eta: 4:37:58, time: 1.504, data_time: 0.004, memory: 9063, top1_acc: 0.6836, top5_acc: 0.8523, loss_cls: 1.3589, loss: 1.3589, grad_norm: 4.2564 2020-08-12 18:11:10,571 - mmaction - INFO - Epoch [246][400/940] lr: 1.819e-03, eta: 4:37:25, time: 1.587, data_time: 0.007, memory: 9063, top1_acc: 0.6852, top5_acc: 0.8504, loss_cls: 1.3559, loss: 1.3559, grad_norm: 4.2556 2020-08-12 18:11:42,087 - mmaction - INFO - Epoch [246][420/940] lr: 1.819e-03, eta: 4:36:51, time: 1.575, data_time: 0.005, memory: 9063, top1_acc: 0.6822, top5_acc: 0.8582, loss_cls: 1.3458, loss: 1.3458, grad_norm: 4.2430 2020-08-12 18:12:12,734 - mmaction - INFO - Epoch [246][440/940] lr: 1.819e-03, eta: 4:36:17, time: 1.534, data_time: 0.007, memory: 9063, top1_acc: 0.6830, top5_acc: 0.8561, loss_cls: 1.3351, loss: 1.3351, grad_norm: 4.2527 2020-08-12 18:12:44,361 - mmaction - INFO - Epoch [246][460/940] lr: 1.819e-03, eta: 4:35:44, time: 1.579, data_time: 0.005, memory: 9063, top1_acc: 0.6879, top5_acc: 0.8588, loss_cls: 1.3234, loss: 1.3234, grad_norm: 4.1600 2020-08-12 18:13:16,847 - mmaction - INFO - Epoch [246][480/940] lr: 1.819e-03, eta: 4:35:10, time: 1.627, data_time: 0.006, memory: 9063, top1_acc: 0.6803, top5_acc: 0.8561, loss_cls: 1.3511, loss: 1.3511, grad_norm: 4.2807 2020-08-12 18:13:48,109 - mmaction - INFO - Epoch [246][500/940] lr: 1.819e-03, eta: 4:34:36, time: 1.562, data_time: 0.005, memory: 9063, top1_acc: 0.6803, top5_acc: 0.8572, loss_cls: 1.3231, loss: 1.3231, grad_norm: 4.2697 2020-08-12 18:14:19,392 - mmaction - INFO - Epoch [246][520/940] lr: 1.819e-03, eta: 4:34:03, time: 1.565, data_time: 0.005, memory: 9063, top1_acc: 0.6838, top5_acc: 0.8627, loss_cls: 1.3020, loss: 1.3020, grad_norm: 4.2145 2020-08-12 18:14:52,741 - mmaction - INFO - Epoch [246][540/940] lr: 1.819e-03, eta: 4:33:29, time: 1.666, data_time: 0.005, memory: 9063, top1_acc: 0.6891, top5_acc: 0.8674, loss_cls: 1.2833, loss: 1.2833, grad_norm: 4.2085 2020-08-12 18:15:22,878 - mmaction - INFO - Epoch [246][560/940] lr: 1.819e-03, eta: 4:32:55, time: 1.505, data_time: 0.006, memory: 9063, top1_acc: 0.6865, top5_acc: 0.8625, loss_cls: 1.2978, loss: 1.2978, grad_norm: 4.1616 2020-08-12 18:15:51,626 - mmaction - INFO - Epoch [246][580/940] lr: 1.819e-03, eta: 4:32:21, time: 1.436, data_time: 0.008, memory: 9063, top1_acc: 0.6891, top5_acc: 0.8584, loss_cls: 1.3231, loss: 1.3231, grad_norm: 4.1657 2020-08-12 18:16:22,631 - mmaction - INFO - Epoch [246][600/940] lr: 1.819e-03, eta: 4:31:48, time: 1.555, data_time: 0.007, memory: 9063, top1_acc: 0.6834, top5_acc: 0.8584, loss_cls: 1.3371, loss: 1.3371, grad_norm: 4.2618 2020-08-12 18:16:53,879 - mmaction - INFO - Epoch [246][620/940] lr: 1.819e-03, eta: 4:31:14, time: 1.561, data_time: 0.007, memory: 9063, top1_acc: 0.6672, top5_acc: 0.8568, loss_cls: 1.3634, loss: 1.3634, grad_norm: 4.3344 2020-08-12 18:17:25,594 - mmaction - INFO - Epoch [246][640/940] lr: 1.819e-03, eta: 4:30:40, time: 1.587, data_time: 0.006, memory: 9063, top1_acc: 0.6693, top5_acc: 0.8531, loss_cls: 1.3711, loss: 1.3711, grad_norm: 4.2803 2020-08-12 18:17:56,740 - mmaction - INFO - Epoch [246][660/940] lr: 1.819e-03, eta: 4:30:07, time: 1.555, data_time: 0.005, memory: 9063, top1_acc: 0.6764, top5_acc: 0.8523, loss_cls: 1.3724, loss: 1.3724, grad_norm: 4.2716 2020-08-12 18:18:28,228 - mmaction - INFO - Epoch [246][680/940] lr: 1.819e-03, eta: 4:29:33, time: 1.576, data_time: 0.006, memory: 9063, top1_acc: 0.6830, top5_acc: 0.8588, loss_cls: 1.3180, loss: 1.3180, grad_norm: 4.2445 2020-08-12 18:19:00,960 - mmaction - INFO - Epoch [246][700/940] lr: 1.819e-03, eta: 4:28:59, time: 1.635, data_time: 0.007, memory: 9063, top1_acc: 0.6838, top5_acc: 0.8564, loss_cls: 1.3405, loss: 1.3405, grad_norm: 4.2073 2020-08-12 18:19:32,054 - mmaction - INFO - Epoch [246][720/940] lr: 1.819e-03, eta: 4:28:26, time: 1.557, data_time: 0.006, memory: 9063, top1_acc: 0.6818, top5_acc: 0.8566, loss_cls: 1.3368, loss: 1.3368, grad_norm: 4.2451 2020-08-12 18:20:04,332 - mmaction - INFO - Epoch [246][740/940] lr: 1.819e-03, eta: 4:27:52, time: 1.613, data_time: 0.008, memory: 9063, top1_acc: 0.6762, top5_acc: 0.8568, loss_cls: 1.3596, loss: 1.3596, grad_norm: 4.2550 2020-08-12 18:20:35,715 - mmaction - INFO - Epoch [246][760/940] lr: 1.819e-03, eta: 4:27:19, time: 1.569, data_time: 0.006, memory: 9063, top1_acc: 0.6635, top5_acc: 0.8561, loss_cls: 1.3667, loss: 1.3667, grad_norm: 4.2506 2020-08-12 18:21:07,081 - mmaction - INFO - Epoch [246][780/940] lr: 1.819e-03, eta: 4:26:45, time: 1.567, data_time: 0.008, memory: 9063, top1_acc: 0.6850, top5_acc: 0.8600, loss_cls: 1.3426, loss: 1.3426, grad_norm: 4.2605 2020-08-12 18:21:39,323 - mmaction - INFO - Epoch [246][800/940] lr: 1.819e-03, eta: 4:26:11, time: 1.611, data_time: 0.007, memory: 9063, top1_acc: 0.6869, top5_acc: 0.8611, loss_cls: 1.3108, loss: 1.3108, grad_norm: 4.1313 2020-08-12 18:22:09,495 - mmaction - INFO - Epoch [246][820/940] lr: 1.819e-03, eta: 4:25:37, time: 1.509, data_time: 0.005, memory: 9063, top1_acc: 0.6773, top5_acc: 0.8543, loss_cls: 1.3500, loss: 1.3500, grad_norm: 4.3091 2020-08-12 18:22:40,617 - mmaction - INFO - Epoch [246][840/940] lr: 1.819e-03, eta: 4:25:04, time: 1.556, data_time: 0.006, memory: 9063, top1_acc: 0.6869, top5_acc: 0.8564, loss_cls: 1.3274, loss: 1.3274, grad_norm: 4.2494 2020-08-12 18:23:12,039 - mmaction - INFO - Epoch [246][860/940] lr: 1.819e-03, eta: 4:24:30, time: 1.573, data_time: 0.005, memory: 9063, top1_acc: 0.6910, top5_acc: 0.8676, loss_cls: 1.2905, loss: 1.2905, grad_norm: 4.1935 2020-08-12 18:23:43,938 - mmaction - INFO - Epoch [246][880/940] lr: 1.819e-03, eta: 4:23:57, time: 1.595, data_time: 0.005, memory: 9063, top1_acc: 0.6773, top5_acc: 0.8562, loss_cls: 1.3563, loss: 1.3563, grad_norm: 4.3349 2020-08-12 18:24:15,844 - mmaction - INFO - Epoch [246][900/940] lr: 1.819e-03, eta: 4:23:23, time: 1.595, data_time: 0.004, memory: 9063, top1_acc: 0.6863, top5_acc: 0.8545, loss_cls: 1.3193, loss: 1.3193, grad_norm: 4.2064 2020-08-12 18:24:46,677 - mmaction - INFO - Epoch [246][920/940] lr: 1.819e-03, eta: 4:22:49, time: 1.540, data_time: 0.005, memory: 9063, top1_acc: 0.6734, top5_acc: 0.8570, loss_cls: 1.3525, loss: 1.3525, grad_norm: 4.3276 2020-08-12 18:25:18,075 - mmaction - INFO - Epoch [246][940/940] lr: 1.819e-03, eta: 4:22:16, time: 1.570, data_time: 0.007, memory: 9063, top1_acc: 0.6867, top5_acc: 0.8586, loss_cls: 1.3361, loss: 1.3361, grad_norm: 4.2284 2020-08-12 18:25:56,403 - mmaction - INFO - Epoch [247][20/940] lr: 1.504e-03, eta: 4:21:42, time: 1.899, data_time: 0.450, memory: 9063, top1_acc: 0.6740, top5_acc: 0.8516, loss_cls: 1.3663, loss: 1.3663, grad_norm: 4.3020 2020-08-12 18:26:25,716 - mmaction - INFO - Epoch [247][40/940] lr: 1.504e-03, eta: 4:21:09, time: 1.463, data_time: 0.005, memory: 9063, top1_acc: 0.6740, top5_acc: 0.8512, loss_cls: 1.3569, loss: 1.3569, grad_norm: 4.2562 2020-08-12 18:26:56,085 - mmaction - INFO - Epoch [247][60/940] lr: 1.504e-03, eta: 4:20:35, time: 1.522, data_time: 0.006, memory: 9063, top1_acc: 0.6855, top5_acc: 0.8664, loss_cls: 1.2959, loss: 1.2959, grad_norm: 4.1793 2020-08-12 18:27:27,307 - mmaction - INFO - Epoch [247][80/940] lr: 1.504e-03, eta: 4:20:01, time: 1.559, data_time: 0.004, memory: 9063, top1_acc: 0.6846, top5_acc: 0.8607, loss_cls: 1.3021, loss: 1.3021, grad_norm: 4.1687 2020-08-12 18:27:59,506 - mmaction - INFO - Epoch [247][100/940] lr: 1.504e-03, eta: 4:19:28, time: 1.612, data_time: 0.006, memory: 9063, top1_acc: 0.6861, top5_acc: 0.8570, loss_cls: 1.3329, loss: 1.3329, grad_norm: 4.2319 2020-08-12 18:28:29,676 - mmaction - INFO - Epoch [247][120/940] lr: 1.504e-03, eta: 4:18:54, time: 1.506, data_time: 0.005, memory: 9063, top1_acc: 0.6756, top5_acc: 0.8566, loss_cls: 1.3339, loss: 1.3339, grad_norm: 4.2465 2020-08-12 18:29:00,527 - mmaction - INFO - Epoch [247][140/940] lr: 1.504e-03, eta: 4:18:20, time: 1.541, data_time: 0.007, memory: 9063, top1_acc: 0.6832, top5_acc: 0.8590, loss_cls: 1.3269, loss: 1.3269, grad_norm: 4.2489 2020-08-12 18:29:32,650 - mmaction - INFO - Epoch [247][160/940] lr: 1.504e-03, eta: 4:17:47, time: 1.609, data_time: 0.007, memory: 9063, top1_acc: 0.6775, top5_acc: 0.8557, loss_cls: 1.3543, loss: 1.3543, grad_norm: 4.2507 2020-08-12 18:30:04,383 - mmaction - INFO - Epoch [247][180/940] lr: 1.504e-03, eta: 4:17:13, time: 1.588, data_time: 0.006, memory: 9063, top1_acc: 0.6824, top5_acc: 0.8613, loss_cls: 1.3352, loss: 1.3352, grad_norm: 4.3471 2020-08-12 18:30:35,838 - mmaction - INFO - Epoch [247][200/940] lr: 1.504e-03, eta: 4:16:39, time: 1.573, data_time: 0.003, memory: 9063, top1_acc: 0.6943, top5_acc: 0.8604, loss_cls: 1.2917, loss: 1.2917, grad_norm: 4.1389 2020-08-12 18:31:07,226 - mmaction - INFO - Epoch [247][220/940] lr: 1.504e-03, eta: 4:16:06, time: 1.570, data_time: 0.005, memory: 9063, top1_acc: 0.6752, top5_acc: 0.8516, loss_cls: 1.3747, loss: 1.3747, grad_norm: 4.2723 2020-08-12 18:31:40,014 - mmaction - INFO - Epoch [247][240/940] lr: 1.504e-03, eta: 4:15:32, time: 1.638, data_time: 0.005, memory: 9063, top1_acc: 0.6734, top5_acc: 0.8535, loss_cls: 1.3732, loss: 1.3732, grad_norm: 4.3805 2020-08-12 18:32:11,731 - mmaction - INFO - Epoch [247][260/940] lr: 1.504e-03, eta: 4:14:58, time: 1.585, data_time: 0.006, memory: 9063, top1_acc: 0.6922, top5_acc: 0.8676, loss_cls: 1.2835, loss: 1.2835, grad_norm: 4.2610 2020-08-12 18:32:42,366 - mmaction - INFO - Epoch [247][280/940] lr: 1.504e-03, eta: 4:14:25, time: 1.533, data_time: 0.005, memory: 9063, top1_acc: 0.6873, top5_acc: 0.8619, loss_cls: 1.2992, loss: 1.2992, grad_norm: 4.2875 2020-08-12 18:33:12,404 - mmaction - INFO - Epoch [247][300/940] lr: 1.504e-03, eta: 4:13:51, time: 1.503, data_time: 0.002, memory: 9063, top1_acc: 0.6832, top5_acc: 0.8529, loss_cls: 1.3488, loss: 1.3488, grad_norm: 4.2371 2020-08-12 18:33:42,132 - mmaction - INFO - Epoch [247][320/940] lr: 1.504e-03, eta: 4:13:17, time: 1.484, data_time: 0.005, memory: 9063, top1_acc: 0.6760, top5_acc: 0.8488, loss_cls: 1.3545, loss: 1.3545, grad_norm: 4.2470 2020-08-12 18:34:13,254 - mmaction - INFO - Epoch [247][340/940] lr: 1.504e-03, eta: 4:12:44, time: 1.558, data_time: 0.006, memory: 9063, top1_acc: 0.6764, top5_acc: 0.8582, loss_cls: 1.3343, loss: 1.3343, grad_norm: 4.2567 2020-08-12 18:34:45,175 - mmaction - INFO - Epoch [247][360/940] lr: 1.504e-03, eta: 4:12:10, time: 1.594, data_time: 0.004, memory: 9063, top1_acc: 0.6893, top5_acc: 0.8656, loss_cls: 1.2984, loss: 1.2984, grad_norm: 4.2367 2020-08-12 18:35:16,258 - mmaction - INFO - Epoch [247][380/940] lr: 1.504e-03, eta: 4:11:36, time: 1.554, data_time: 0.005, memory: 9063, top1_acc: 0.6820, top5_acc: 0.8533, loss_cls: 1.3445, loss: 1.3445, grad_norm: 4.2493 2020-08-12 18:35:47,887 - mmaction - INFO - Epoch [247][400/940] lr: 1.504e-03, eta: 4:11:03, time: 1.582, data_time: 0.005, memory: 9063, top1_acc: 0.6846, top5_acc: 0.8561, loss_cls: 1.3280, loss: 1.3280, grad_norm: 4.2374 2020-08-12 18:36:19,230 - mmaction - INFO - Epoch [247][420/940] lr: 1.504e-03, eta: 4:10:29, time: 1.566, data_time: 0.005, memory: 9063, top1_acc: 0.6895, top5_acc: 0.8551, loss_cls: 1.3133, loss: 1.3133, grad_norm: 4.1948 2020-08-12 18:36:49,425 - mmaction - INFO - Epoch [247][440/940] lr: 1.504e-03, eta: 4:09:55, time: 1.511, data_time: 0.007, memory: 9063, top1_acc: 0.6818, top5_acc: 0.8629, loss_cls: 1.3092, loss: 1.3092, grad_norm: 4.2953 2020-08-12 18:37:20,052 - mmaction - INFO - Epoch [247][460/940] lr: 1.504e-03, eta: 4:09:22, time: 1.530, data_time: 0.007, memory: 9063, top1_acc: 0.6939, top5_acc: 0.8627, loss_cls: 1.3103, loss: 1.3103, grad_norm: 4.2563 2020-08-12 18:37:51,090 - mmaction - INFO - Epoch [247][480/940] lr: 1.504e-03, eta: 4:08:48, time: 1.553, data_time: 0.005, memory: 9063, top1_acc: 0.6781, top5_acc: 0.8584, loss_cls: 1.3433, loss: 1.3433, grad_norm: 4.2505 2020-08-12 18:38:22,648 - mmaction - INFO - Epoch [247][500/940] lr: 1.504e-03, eta: 4:08:14, time: 1.575, data_time: 0.005, memory: 9063, top1_acc: 0.6842, top5_acc: 0.8645, loss_cls: 1.3074, loss: 1.3074, grad_norm: 4.2699 2020-08-12 18:38:53,755 - mmaction - INFO - Epoch [247][520/940] lr: 1.504e-03, eta: 4:07:41, time: 1.558, data_time: 0.007, memory: 9063, top1_acc: 0.6893, top5_acc: 0.8582, loss_cls: 1.3144, loss: 1.3144, grad_norm: 4.2579 2020-08-12 18:39:23,766 - mmaction - INFO - Epoch [247][540/940] lr: 1.504e-03, eta: 4:07:07, time: 1.501, data_time: 0.003, memory: 9063, top1_acc: 0.6885, top5_acc: 0.8566, loss_cls: 1.3291, loss: 1.3291, grad_norm: 4.2497 2020-08-12 18:39:55,295 - mmaction - INFO - Epoch [247][560/940] lr: 1.504e-03, eta: 4:06:33, time: 1.577, data_time: 0.005, memory: 9063, top1_acc: 0.6758, top5_acc: 0.8494, loss_cls: 1.3602, loss: 1.3602, grad_norm: 4.2827 2020-08-12 18:40:26,693 - mmaction - INFO - Epoch [247][580/940] lr: 1.504e-03, eta: 4:06:00, time: 1.565, data_time: 0.003, memory: 9063, top1_acc: 0.6844, top5_acc: 0.8547, loss_cls: 1.3236, loss: 1.3236, grad_norm: 4.2646 2020-08-12 18:40:56,726 - mmaction - INFO - Epoch [247][600/940] lr: 1.504e-03, eta: 4:05:26, time: 1.505, data_time: 0.011, memory: 9063, top1_acc: 0.6848, top5_acc: 0.8648, loss_cls: 1.3105, loss: 1.3105, grad_norm: 4.2711 2020-08-12 18:41:27,735 - mmaction - INFO - Epoch [247][620/940] lr: 1.504e-03, eta: 4:04:52, time: 1.552, data_time: 0.006, memory: 9063, top1_acc: 0.6877, top5_acc: 0.8607, loss_cls: 1.3326, loss: 1.3326, grad_norm: 4.3174 2020-08-12 18:41:58,572 - mmaction - INFO - Epoch [247][640/940] lr: 1.504e-03, eta: 4:04:19, time: 1.537, data_time: 0.007, memory: 9063, top1_acc: 0.6842, top5_acc: 0.8572, loss_cls: 1.3221, loss: 1.3221, grad_norm: 4.2652 2020-08-12 18:42:30,541 - mmaction - INFO - Epoch [247][660/940] lr: 1.504e-03, eta: 4:03:45, time: 1.601, data_time: 0.008, memory: 9063, top1_acc: 0.6814, top5_acc: 0.8604, loss_cls: 1.3252, loss: 1.3252, grad_norm: 4.3179 2020-08-12 18:43:02,056 - mmaction - INFO - Epoch [247][680/940] lr: 1.504e-03, eta: 4:03:11, time: 1.577, data_time: 0.009, memory: 9063, top1_acc: 0.6893, top5_acc: 0.8580, loss_cls: 1.3143, loss: 1.3143, grad_norm: 4.2532 2020-08-12 18:43:34,476 - mmaction - INFO - Epoch [247][700/940] lr: 1.504e-03, eta: 4:02:38, time: 1.620, data_time: 0.005, memory: 9063, top1_acc: 0.6838, top5_acc: 0.8607, loss_cls: 1.3273, loss: 1.3273, grad_norm: 4.2409 2020-08-12 18:44:05,464 - mmaction - INFO - Epoch [247][720/940] lr: 1.504e-03, eta: 4:02:04, time: 1.551, data_time: 0.007, memory: 9063, top1_acc: 0.6898, top5_acc: 0.8615, loss_cls: 1.3232, loss: 1.3232, grad_norm: 4.3155 2020-08-12 18:44:35,670 - mmaction - INFO - Epoch [247][740/940] lr: 1.504e-03, eta: 4:01:30, time: 1.508, data_time: 0.010, memory: 9063, top1_acc: 0.6885, top5_acc: 0.8641, loss_cls: 1.2954, loss: 1.2954, grad_norm: 4.2451 2020-08-12 18:45:06,504 - mmaction - INFO - Epoch [247][760/940] lr: 1.504e-03, eta: 4:00:57, time: 1.544, data_time: 0.007, memory: 9063, top1_acc: 0.6994, top5_acc: 0.8654, loss_cls: 1.2658, loss: 1.2658, grad_norm: 4.1287 2020-08-12 18:45:37,561 - mmaction - INFO - Epoch [247][780/940] lr: 1.504e-03, eta: 4:00:23, time: 1.548, data_time: 0.002, memory: 9063, top1_acc: 0.6820, top5_acc: 0.8629, loss_cls: 1.3112, loss: 1.3112, grad_norm: 4.2709 2020-08-12 18:46:09,644 - mmaction - INFO - Epoch [247][800/940] lr: 1.504e-03, eta: 3:59:50, time: 1.608, data_time: 0.007, memory: 9063, top1_acc: 0.6889, top5_acc: 0.8586, loss_cls: 1.3047, loss: 1.3047, grad_norm: 4.3071 2020-08-12 18:46:41,108 - mmaction - INFO - Epoch [247][820/940] lr: 1.504e-03, eta: 3:59:16, time: 1.567, data_time: 0.005, memory: 9063, top1_acc: 0.6770, top5_acc: 0.8568, loss_cls: 1.3403, loss: 1.3403, grad_norm: 4.3138 2020-08-12 18:47:12,511 - mmaction - INFO - Epoch [247][840/940] lr: 1.504e-03, eta: 3:58:42, time: 1.577, data_time: 0.009, memory: 9063, top1_acc: 0.6740, top5_acc: 0.8541, loss_cls: 1.3809, loss: 1.3809, grad_norm: 4.2965 2020-08-12 18:47:42,781 - mmaction - INFO - Epoch [247][860/940] lr: 1.504e-03, eta: 3:58:09, time: 1.509, data_time: 0.005, memory: 9063, top1_acc: 0.6803, top5_acc: 0.8467, loss_cls: 1.3633, loss: 1.3633, grad_norm: 4.2730 2020-08-12 18:48:13,887 - mmaction - INFO - Epoch [247][880/940] lr: 1.504e-03, eta: 3:57:35, time: 1.559, data_time: 0.007, memory: 9063, top1_acc: 0.6924, top5_acc: 0.8631, loss_cls: 1.2829, loss: 1.2829, grad_norm: 4.2170 2020-08-12 18:48:45,058 - mmaction - INFO - Epoch [247][900/940] lr: 1.504e-03, eta: 3:57:01, time: 1.558, data_time: 0.006, memory: 9063, top1_acc: 0.6818, top5_acc: 0.8574, loss_cls: 1.3410, loss: 1.3410, grad_norm: 4.2115 2020-08-12 18:49:16,124 - mmaction - INFO - Epoch [247][920/940] lr: 1.504e-03, eta: 3:56:28, time: 1.553, data_time: 0.005, memory: 9063, top1_acc: 0.6773, top5_acc: 0.8584, loss_cls: 1.3681, loss: 1.3681, grad_norm: 4.3718 2020-08-12 18:49:46,298 - mmaction - INFO - Epoch [247][940/940] lr: 1.504e-03, eta: 3:55:54, time: 1.508, data_time: 0.007, memory: 9063, top1_acc: 0.6877, top5_acc: 0.8636, loss_cls: 1.3007, loss: 1.3007, grad_norm: 4.2371 2020-08-12 18:50:24,954 - mmaction - INFO - Epoch [248][20/940] lr: 1.219e-03, eta: 3:55:21, time: 1.912, data_time: 0.440, memory: 9063, top1_acc: 0.6818, top5_acc: 0.8545, loss_cls: 1.3606, loss: 1.3606, grad_norm: 4.3305 2020-08-12 18:50:55,292 - mmaction - INFO - Epoch [248][40/940] lr: 1.219e-03, eta: 3:54:47, time: 1.522, data_time: 0.008, memory: 9063, top1_acc: 0.6822, top5_acc: 0.8564, loss_cls: 1.3266, loss: 1.3266, grad_norm: 4.3408 2020-08-12 18:51:27,631 - mmaction - INFO - Epoch [248][60/940] lr: 1.219e-03, eta: 3:54:14, time: 1.615, data_time: 0.005, memory: 9063, top1_acc: 0.6809, top5_acc: 0.8559, loss_cls: 1.3194, loss: 1.3194, grad_norm: 4.3011 2020-08-12 18:51:58,993 - mmaction - INFO - Epoch [248][80/940] lr: 1.219e-03, eta: 3:53:40, time: 1.568, data_time: 0.007, memory: 9063, top1_acc: 0.7033, top5_acc: 0.8676, loss_cls: 1.2711, loss: 1.2711, grad_norm: 4.1799 2020-08-12 18:52:30,369 - mmaction - INFO - Epoch [248][100/940] lr: 1.219e-03, eta: 3:53:06, time: 1.572, data_time: 0.008, memory: 9063, top1_acc: 0.6998, top5_acc: 0.8701, loss_cls: 1.2586, loss: 1.2586, grad_norm: 4.2055 2020-08-12 18:53:03,146 - mmaction - INFO - Epoch [248][120/940] lr: 1.219e-03, eta: 3:52:33, time: 1.639, data_time: 0.006, memory: 9063, top1_acc: 0.6951, top5_acc: 0.8666, loss_cls: 1.2611, loss: 1.2611, grad_norm: 4.1579 2020-08-12 18:53:34,824 - mmaction - INFO - Epoch [248][140/940] lr: 1.219e-03, eta: 3:51:59, time: 1.583, data_time: 0.002, memory: 9063, top1_acc: 0.6893, top5_acc: 0.8578, loss_cls: 1.3109, loss: 1.3109, grad_norm: 4.2509 2020-08-12 18:54:07,167 - mmaction - INFO - Epoch [248][160/940] lr: 1.219e-03, eta: 3:51:26, time: 1.616, data_time: 0.005, memory: 9063, top1_acc: 0.6896, top5_acc: 0.8645, loss_cls: 1.2784, loss: 1.2784, grad_norm: 4.1686 2020-08-12 18:54:39,301 - mmaction - INFO - Epoch [248][180/940] lr: 1.219e-03, eta: 3:50:52, time: 1.608, data_time: 0.006, memory: 9063, top1_acc: 0.6912, top5_acc: 0.8590, loss_cls: 1.3035, loss: 1.3035, grad_norm: 4.2434 2020-08-12 18:55:11,002 - mmaction - INFO - Epoch [248][200/940] lr: 1.219e-03, eta: 3:50:19, time: 1.586, data_time: 0.006, memory: 9063, top1_acc: 0.6873, top5_acc: 0.8670, loss_cls: 1.2985, loss: 1.2985, grad_norm: 4.2512 2020-08-12 18:55:43,802 - mmaction - INFO - Epoch [248][220/940] lr: 1.219e-03, eta: 3:49:45, time: 1.639, data_time: 0.002, memory: 9063, top1_acc: 0.6877, top5_acc: 0.8648, loss_cls: 1.3046, loss: 1.3046, grad_norm: 4.2218 2020-08-12 18:56:15,998 - mmaction - INFO - Epoch [248][240/940] lr: 1.219e-03, eta: 3:49:11, time: 1.603, data_time: 0.008, memory: 9063, top1_acc: 0.6846, top5_acc: 0.8580, loss_cls: 1.3134, loss: 1.3134, grad_norm: 4.3001 2020-08-12 18:56:48,205 - mmaction - INFO - Epoch [248][260/940] lr: 1.219e-03, eta: 3:48:38, time: 1.617, data_time: 0.009, memory: 9063, top1_acc: 0.6943, top5_acc: 0.8604, loss_cls: 1.3111, loss: 1.3111, grad_norm: 4.2992 2020-08-12 18:57:21,172 - mmaction - INFO - Epoch [248][280/940] lr: 1.219e-03, eta: 3:48:04, time: 1.647, data_time: 0.008, memory: 9063, top1_acc: 0.6744, top5_acc: 0.8434, loss_cls: 1.3849, loss: 1.3849, grad_norm: 4.3186 2020-08-12 18:57:53,979 - mmaction - INFO - Epoch [248][300/940] lr: 1.219e-03, eta: 3:47:31, time: 1.638, data_time: 0.006, memory: 9063, top1_acc: 0.6885, top5_acc: 0.8627, loss_cls: 1.3212, loss: 1.3212, grad_norm: 4.2754 2020-08-12 18:58:28,069 - mmaction - INFO - Epoch [248][320/940] lr: 1.219e-03, eta: 3:46:58, time: 1.707, data_time: 0.010, memory: 9063, top1_acc: 0.6857, top5_acc: 0.8574, loss_cls: 1.3235, loss: 1.3235, grad_norm: 4.2248 2020-08-12 18:59:00,510 - mmaction - INFO - Epoch [248][340/940] lr: 1.219e-03, eta: 3:46:24, time: 1.622, data_time: 0.005, memory: 9063, top1_acc: 0.6896, top5_acc: 0.8584, loss_cls: 1.3268, loss: 1.3268, grad_norm: 4.2863 2020-08-12 18:59:34,583 - mmaction - INFO - Epoch [248][360/940] lr: 1.219e-03, eta: 3:45:51, time: 1.705, data_time: 0.006, memory: 9063, top1_acc: 0.6834, top5_acc: 0.8654, loss_cls: 1.2982, loss: 1.2982, grad_norm: 4.2291 2020-08-12 19:00:12,050 - mmaction - INFO - Epoch [248][380/940] lr: 1.219e-03, eta: 3:45:17, time: 1.854, data_time: 0.006, memory: 9063, top1_acc: 0.6818, top5_acc: 0.8500, loss_cls: 1.3545, loss: 1.3545, grad_norm: 4.3213 2020-08-12 19:00:44,466 - mmaction - INFO - Epoch [248][400/940] lr: 1.219e-03, eta: 3:44:44, time: 1.640, data_time: 0.028, memory: 9063, top1_acc: 0.6871, top5_acc: 0.8580, loss_cls: 1.3009, loss: 1.3009, grad_norm: 4.2483 2020-08-12 19:01:18,846 - mmaction - INFO - Epoch [248][420/940] lr: 1.219e-03, eta: 3:44:10, time: 1.715, data_time: 0.005, memory: 9063, top1_acc: 0.6852, top5_acc: 0.8584, loss_cls: 1.3130, loss: 1.3130, grad_norm: 4.2175 2020-08-12 19:01:50,883 - mmaction - INFO - Epoch [248][440/940] lr: 1.219e-03, eta: 3:43:37, time: 1.603, data_time: 0.007, memory: 9063, top1_acc: 0.6934, top5_acc: 0.8641, loss_cls: 1.2709, loss: 1.2709, grad_norm: 4.2198 2020-08-12 19:02:25,279 - mmaction - INFO - Epoch [248][460/940] lr: 1.219e-03, eta: 3:43:04, time: 1.719, data_time: 0.005, memory: 9063, top1_acc: 0.6791, top5_acc: 0.8570, loss_cls: 1.3552, loss: 1.3552, grad_norm: 4.3184 2020-08-12 19:02:59,535 - mmaction - INFO - Epoch [248][480/940] lr: 1.219e-03, eta: 3:42:30, time: 1.715, data_time: 0.007, memory: 9063, top1_acc: 0.6830, top5_acc: 0.8557, loss_cls: 1.3445, loss: 1.3445, grad_norm: 4.3128 2020-08-12 19:03:32,604 - mmaction - INFO - Epoch [248][500/940] lr: 1.219e-03, eta: 3:41:57, time: 1.652, data_time: 0.005, memory: 9063, top1_acc: 0.7004, top5_acc: 0.8684, loss_cls: 1.2589, loss: 1.2589, grad_norm: 4.2092 2020-08-12 19:04:07,266 - mmaction - INFO - Epoch [248][520/940] lr: 1.219e-03, eta: 3:41:23, time: 1.728, data_time: 0.005, memory: 9063, top1_acc: 0.6893, top5_acc: 0.8582, loss_cls: 1.3194, loss: 1.3194, grad_norm: 4.2511 2020-08-12 19:04:40,952 - mmaction - INFO - Epoch [248][540/940] lr: 1.219e-03, eta: 3:40:50, time: 1.691, data_time: 0.009, memory: 9063, top1_acc: 0.6906, top5_acc: 0.8662, loss_cls: 1.2736, loss: 1.2736, grad_norm: 4.2673 2020-08-12 19:05:14,374 - mmaction - INFO - Epoch [248][560/940] lr: 1.219e-03, eta: 3:40:16, time: 1.668, data_time: 0.005, memory: 9063, top1_acc: 0.6900, top5_acc: 0.8615, loss_cls: 1.2983, loss: 1.2983, grad_norm: 4.2940 2020-08-12 19:05:48,878 - mmaction - INFO - Epoch [248][580/940] lr: 1.219e-03, eta: 3:39:43, time: 1.728, data_time: 0.006, memory: 9063, top1_acc: 0.6877, top5_acc: 0.8613, loss_cls: 1.3004, loss: 1.3004, grad_norm: 4.2568 2020-08-12 19:06:23,361 - mmaction - INFO - Epoch [248][600/940] lr: 1.219e-03, eta: 3:39:10, time: 1.722, data_time: 0.005, memory: 9063, top1_acc: 0.6900, top5_acc: 0.8566, loss_cls: 1.3040, loss: 1.3040, grad_norm: 4.2380 2020-08-12 19:06:57,480 - mmaction - INFO - Epoch [248][620/940] lr: 1.219e-03, eta: 3:38:36, time: 1.708, data_time: 0.006, memory: 9063, top1_acc: 0.6816, top5_acc: 0.8611, loss_cls: 1.3440, loss: 1.3440, grad_norm: 4.3682 2020-08-12 19:07:32,816 - mmaction - INFO - Epoch [248][640/940] lr: 1.219e-03, eta: 3:38:03, time: 1.765, data_time: 0.007, memory: 9063, top1_acc: 0.6908, top5_acc: 0.8648, loss_cls: 1.2881, loss: 1.2881, grad_norm: 4.2734 2020-08-12 19:08:07,148 - mmaction - INFO - Epoch [248][660/940] lr: 1.219e-03, eta: 3:37:29, time: 1.718, data_time: 0.006, memory: 9063, top1_acc: 0.6791, top5_acc: 0.8602, loss_cls: 1.3495, loss: 1.3495, grad_norm: 4.3172 2020-08-12 19:08:41,312 - mmaction - INFO - Epoch [248][680/940] lr: 1.219e-03, eta: 3:36:56, time: 1.706, data_time: 0.005, memory: 9063, top1_acc: 0.6813, top5_acc: 0.8584, loss_cls: 1.3353, loss: 1.3353, grad_norm: 4.3295 2020-08-12 19:09:15,167 - mmaction - INFO - Epoch [248][700/940] lr: 1.219e-03, eta: 3:36:23, time: 1.695, data_time: 0.006, memory: 9063, top1_acc: 0.6775, top5_acc: 0.8562, loss_cls: 1.3419, loss: 1.3419, grad_norm: 4.2905 2020-08-12 19:09:50,379 - mmaction - INFO - Epoch [248][720/940] lr: 1.219e-03, eta: 3:35:49, time: 1.760, data_time: 0.005, memory: 9063, top1_acc: 0.6998, top5_acc: 0.8664, loss_cls: 1.2660, loss: 1.2660, grad_norm: 4.1779 2020-08-12 19:10:25,530 - mmaction - INFO - Epoch [248][740/940] lr: 1.219e-03, eta: 3:35:16, time: 1.755, data_time: 0.005, memory: 9063, top1_acc: 0.6750, top5_acc: 0.8557, loss_cls: 1.3457, loss: 1.3457, grad_norm: 4.2894 2020-08-12 19:10:59,793 - mmaction - INFO - Epoch [248][760/940] lr: 1.219e-03, eta: 3:34:42, time: 1.716, data_time: 0.007, memory: 9063, top1_acc: 0.7004, top5_acc: 0.8617, loss_cls: 1.2993, loss: 1.2993, grad_norm: 4.2970 2020-08-12 19:11:34,160 - mmaction - INFO - Epoch [248][780/940] lr: 1.219e-03, eta: 3:34:09, time: 1.717, data_time: 0.005, memory: 9063, top1_acc: 0.6850, top5_acc: 0.8514, loss_cls: 1.3396, loss: 1.3396, grad_norm: 4.3026 2020-08-12 19:12:10,036 - mmaction - INFO - Epoch [248][800/940] lr: 1.219e-03, eta: 3:33:36, time: 1.794, data_time: 0.007, memory: 9063, top1_acc: 0.6898, top5_acc: 0.8607, loss_cls: 1.3185, loss: 1.3185, grad_norm: 4.3395 2020-08-12 19:12:44,722 - mmaction - INFO - Epoch [248][820/940] lr: 1.219e-03, eta: 3:33:02, time: 1.732, data_time: 0.006, memory: 9063, top1_acc: 0.6852, top5_acc: 0.8570, loss_cls: 1.3068, loss: 1.3068, grad_norm: 4.2052 2020-08-12 19:13:17,567 - mmaction - INFO - Epoch [248][840/940] lr: 1.219e-03, eta: 3:32:29, time: 1.646, data_time: 0.007, memory: 9063, top1_acc: 0.6752, top5_acc: 0.8537, loss_cls: 1.3548, loss: 1.3548, grad_norm: 4.3132 2020-08-12 19:13:51,275 - mmaction - INFO - Epoch [248][860/940] lr: 1.219e-03, eta: 3:31:55, time: 1.683, data_time: 0.005, memory: 9063, top1_acc: 0.6908, top5_acc: 0.8645, loss_cls: 1.3123, loss: 1.3123, grad_norm: 4.3007 2020-08-12 19:14:24,868 - mmaction - INFO - Epoch [248][880/940] lr: 1.219e-03, eta: 3:31:22, time: 1.682, data_time: 0.008, memory: 9063, top1_acc: 0.6803, top5_acc: 0.8621, loss_cls: 1.3324, loss: 1.3324, grad_norm: 4.2804 2020-08-12 19:14:58,024 - mmaction - INFO - Epoch [248][900/940] lr: 1.219e-03, eta: 3:30:49, time: 1.657, data_time: 0.001, memory: 9063, top1_acc: 0.6902, top5_acc: 0.8648, loss_cls: 1.3030, loss: 1.3030, grad_norm: 4.3238 2020-08-12 19:15:31,461 - mmaction - INFO - Epoch [248][920/940] lr: 1.219e-03, eta: 3:30:15, time: 1.670, data_time: 0.006, memory: 9063, top1_acc: 0.6918, top5_acc: 0.8648, loss_cls: 1.3007, loss: 1.3007, grad_norm: 4.3083 2020-08-12 19:16:03,550 - mmaction - INFO - Epoch [248][940/940] lr: 1.219e-03, eta: 3:29:41, time: 1.607, data_time: 0.007, memory: 9063, top1_acc: 0.6863, top5_acc: 0.8604, loss_cls: 1.3157, loss: 1.3157, grad_norm: 4.2934 2020-08-12 19:16:03,825 - mmaction - INFO - Saving checkpoint at 248 epochs 2020-08-12 19:16:45,706 - mmaction - INFO - Epoch [249][20/940] lr: 9.631e-04, eta: 3:29:08, time: 1.989, data_time: 0.478, memory: 9063, top1_acc: 0.7016, top5_acc: 0.8678, loss_cls: 1.2596, loss: 1.2596, grad_norm: 4.2662 2020-08-12 19:17:16,617 - mmaction - INFO - Epoch [249][40/940] lr: 9.631e-04, eta: 3:28:35, time: 1.551, data_time: 0.008, memory: 9063, top1_acc: 0.6781, top5_acc: 0.8602, loss_cls: 1.3311, loss: 1.3311, grad_norm: 4.2526 2020-08-12 19:17:49,076 - mmaction - INFO - Epoch [249][60/940] lr: 9.631e-04, eta: 3:28:01, time: 1.621, data_time: 0.007, memory: 9063, top1_acc: 0.6945, top5_acc: 0.8633, loss_cls: 1.3021, loss: 1.3021, grad_norm: 4.2570 2020-08-12 19:18:21,305 - mmaction - INFO - Epoch [249][80/940] lr: 9.631e-04, eta: 3:27:28, time: 1.613, data_time: 0.006, memory: 9063, top1_acc: 0.6920, top5_acc: 0.8623, loss_cls: 1.2868, loss: 1.2868, grad_norm: 4.1711 2020-08-12 19:18:54,687 - mmaction - INFO - Epoch [249][100/940] lr: 9.631e-04, eta: 3:26:54, time: 1.669, data_time: 0.007, memory: 9063, top1_acc: 0.6895, top5_acc: 0.8596, loss_cls: 1.2927, loss: 1.2927, grad_norm: 4.2342 2020-08-12 19:19:27,998 - mmaction - INFO - Epoch [249][120/940] lr: 9.631e-04, eta: 3:26:21, time: 1.664, data_time: 0.002, memory: 9063, top1_acc: 0.6883, top5_acc: 0.8627, loss_cls: 1.2975, loss: 1.2975, grad_norm: 4.2736 2020-08-12 19:20:01,203 - mmaction - INFO - Epoch [249][140/940] lr: 9.631e-04, eta: 3:25:47, time: 1.662, data_time: 0.008, memory: 9063, top1_acc: 0.6863, top5_acc: 0.8576, loss_cls: 1.3114, loss: 1.3114, grad_norm: 4.2398 2020-08-12 19:20:34,361 - mmaction - INFO - Epoch [249][160/940] lr: 9.631e-04, eta: 3:25:14, time: 1.656, data_time: 0.004, memory: 9063, top1_acc: 0.6922, top5_acc: 0.8639, loss_cls: 1.2936, loss: 1.2936, grad_norm: 4.2147 2020-08-12 19:21:07,379 - mmaction - INFO - Epoch [249][180/940] lr: 9.631e-04, eta: 3:24:40, time: 1.652, data_time: 0.005, memory: 9063, top1_acc: 0.6914, top5_acc: 0.8572, loss_cls: 1.3158, loss: 1.3158, grad_norm: 4.2707 2020-08-12 19:21:38,298 - mmaction - INFO - Epoch [249][200/940] lr: 9.631e-04, eta: 3:24:07, time: 1.545, data_time: 0.009, memory: 9063, top1_acc: 0.6867, top5_acc: 0.8592, loss_cls: 1.3029, loss: 1.3029, grad_norm: 4.3318 2020-08-12 19:22:09,315 - mmaction - INFO - Epoch [249][220/940] lr: 9.631e-04, eta: 3:23:33, time: 1.553, data_time: 0.007, memory: 9063, top1_acc: 0.6943, top5_acc: 0.8648, loss_cls: 1.2879, loss: 1.2879, grad_norm: 4.2240 2020-08-12 19:22:42,102 - mmaction - INFO - Epoch [249][240/940] lr: 9.631e-04, eta: 3:23:00, time: 1.637, data_time: 0.005, memory: 9063, top1_acc: 0.6850, top5_acc: 0.8604, loss_cls: 1.3168, loss: 1.3168, grad_norm: 4.2580 2020-08-12 19:23:14,744 - mmaction - INFO - Epoch [249][260/940] lr: 9.631e-04, eta: 3:22:26, time: 1.631, data_time: 0.006, memory: 9063, top1_acc: 0.6816, top5_acc: 0.8559, loss_cls: 1.3230, loss: 1.3230, grad_norm: 4.3157 2020-08-12 19:23:48,213 - mmaction - INFO - Epoch [249][280/940] lr: 9.631e-04, eta: 3:21:53, time: 1.676, data_time: 0.006, memory: 9063, top1_acc: 0.6836, top5_acc: 0.8586, loss_cls: 1.3199, loss: 1.3199, grad_norm: 4.2868 2020-08-12 19:24:19,792 - mmaction - INFO - Epoch [249][300/940] lr: 9.631e-04, eta: 3:21:19, time: 1.578, data_time: 0.009, memory: 9063, top1_acc: 0.6908, top5_acc: 0.8666, loss_cls: 1.2668, loss: 1.2668, grad_norm: 4.2435 2020-08-12 19:24:52,109 - mmaction - INFO - Epoch [249][320/940] lr: 9.631e-04, eta: 3:20:46, time: 1.618, data_time: 0.006, memory: 9063, top1_acc: 0.6865, top5_acc: 0.8611, loss_cls: 1.3223, loss: 1.3223, grad_norm: 4.2524 2020-08-12 19:25:24,788 - mmaction - INFO - Epoch [249][340/940] lr: 9.631e-04, eta: 3:20:12, time: 1.632, data_time: 0.002, memory: 9063, top1_acc: 0.6848, top5_acc: 0.8613, loss_cls: 1.3194, loss: 1.3194, grad_norm: 4.2746 2020-08-12 19:25:56,529 - mmaction - INFO - Epoch [249][360/940] lr: 9.631e-04, eta: 3:19:38, time: 1.588, data_time: 0.006, memory: 9063, top1_acc: 0.6850, top5_acc: 0.8555, loss_cls: 1.3353, loss: 1.3353, grad_norm: 4.2757 2020-08-12 19:26:28,413 - mmaction - INFO - Epoch [249][380/940] lr: 9.631e-04, eta: 3:19:05, time: 1.593, data_time: 0.007, memory: 9063, top1_acc: 0.6920, top5_acc: 0.8654, loss_cls: 1.2778, loss: 1.2778, grad_norm: 4.2543 2020-08-12 19:27:00,035 - mmaction - INFO - Epoch [249][400/940] lr: 9.631e-04, eta: 3:18:31, time: 1.582, data_time: 0.007, memory: 9063, top1_acc: 0.7033, top5_acc: 0.8660, loss_cls: 1.2775, loss: 1.2775, grad_norm: 4.2020 2020-08-12 19:27:32,163 - mmaction - INFO - Epoch [249][420/940] lr: 9.631e-04, eta: 3:17:58, time: 1.603, data_time: 0.006, memory: 9063, top1_acc: 0.6916, top5_acc: 0.8594, loss_cls: 1.2885, loss: 1.2885, grad_norm: 4.2874 2020-08-12 19:28:03,548 - mmaction - INFO - Epoch [249][440/940] lr: 9.631e-04, eta: 3:17:24, time: 1.573, data_time: 0.007, memory: 9063, top1_acc: 0.6932, top5_acc: 0.8652, loss_cls: 1.2983, loss: 1.2983, grad_norm: 4.3372 2020-08-12 19:28:35,820 - mmaction - INFO - Epoch [249][460/940] lr: 9.631e-04, eta: 3:16:51, time: 1.612, data_time: 0.005, memory: 9063, top1_acc: 0.6920, top5_acc: 0.8570, loss_cls: 1.3188, loss: 1.3188, grad_norm: 4.3005 2020-08-12 19:29:07,482 - mmaction - INFO - Epoch [249][480/940] lr: 9.631e-04, eta: 3:16:17, time: 1.585, data_time: 0.006, memory: 9063, top1_acc: 0.6953, top5_acc: 0.8637, loss_cls: 1.2841, loss: 1.2841, grad_norm: 4.2252 2020-08-12 19:29:39,101 - mmaction - INFO - Epoch [249][500/940] lr: 9.631e-04, eta: 3:15:43, time: 1.580, data_time: 0.004, memory: 9063, top1_acc: 0.6859, top5_acc: 0.8598, loss_cls: 1.3210, loss: 1.3210, grad_norm: 4.3739 2020-08-12 19:30:10,213 - mmaction - INFO - Epoch [249][520/940] lr: 9.631e-04, eta: 3:15:10, time: 1.556, data_time: 0.005, memory: 9063, top1_acc: 0.6813, top5_acc: 0.8559, loss_cls: 1.3410, loss: 1.3410, grad_norm: 4.3553 2020-08-12 19:30:42,804 - mmaction - INFO - Epoch [249][540/940] lr: 9.631e-04, eta: 3:14:36, time: 1.630, data_time: 0.005, memory: 9063, top1_acc: 0.6867, top5_acc: 0.8570, loss_cls: 1.3171, loss: 1.3171, grad_norm: 4.3211 2020-08-12 19:31:14,994 - mmaction - INFO - Epoch [249][560/940] lr: 9.631e-04, eta: 3:14:03, time: 1.608, data_time: 0.008, memory: 9063, top1_acc: 0.6891, top5_acc: 0.8572, loss_cls: 1.3124, loss: 1.3124, grad_norm: 4.3087 2020-08-12 19:31:47,222 - mmaction - INFO - Epoch [249][580/940] lr: 9.631e-04, eta: 3:13:29, time: 1.612, data_time: 0.005, memory: 9063, top1_acc: 0.6922, top5_acc: 0.8605, loss_cls: 1.3108, loss: 1.3108, grad_norm: 4.3214 2020-08-12 19:32:18,994 - mmaction - INFO - Epoch [249][600/940] lr: 9.631e-04, eta: 3:12:56, time: 1.588, data_time: 0.006, memory: 9063, top1_acc: 0.6916, top5_acc: 0.8584, loss_cls: 1.3059, loss: 1.3059, grad_norm: 4.2635 2020-08-12 19:32:49,993 - mmaction - INFO - Epoch [249][620/940] lr: 9.631e-04, eta: 3:12:22, time: 1.551, data_time: 0.005, memory: 9063, top1_acc: 0.6785, top5_acc: 0.8674, loss_cls: 1.3129, loss: 1.3129, grad_norm: 4.3437 2020-08-12 19:33:23,013 - mmaction - INFO - Epoch [249][640/940] lr: 9.631e-04, eta: 3:11:49, time: 1.649, data_time: 0.009, memory: 9063, top1_acc: 0.6930, top5_acc: 0.8609, loss_cls: 1.2988, loss: 1.2988, grad_norm: 4.3151 2020-08-12 19:33:54,476 - mmaction - INFO - Epoch [249][660/940] lr: 9.631e-04, eta: 3:11:15, time: 1.573, data_time: 0.006, memory: 9063, top1_acc: 0.6920, top5_acc: 0.8664, loss_cls: 1.2886, loss: 1.2886, grad_norm: 4.3437 2020-08-12 19:34:26,072 - mmaction - INFO - Epoch [249][680/940] lr: 9.631e-04, eta: 3:10:41, time: 1.581, data_time: 0.007, memory: 9063, top1_acc: 0.6801, top5_acc: 0.8576, loss_cls: 1.3369, loss: 1.3369, grad_norm: 4.3419 2020-08-12 19:34:58,393 - mmaction - INFO - Epoch [249][700/940] lr: 9.631e-04, eta: 3:10:08, time: 1.615, data_time: 0.008, memory: 9063, top1_acc: 0.6855, top5_acc: 0.8596, loss_cls: 1.3070, loss: 1.3070, grad_norm: 4.3743 2020-08-12 19:35:29,078 - mmaction - INFO - Epoch [249][720/940] lr: 9.631e-04, eta: 3:09:34, time: 1.530, data_time: 0.005, memory: 9063, top1_acc: 0.6805, top5_acc: 0.8549, loss_cls: 1.3264, loss: 1.3264, grad_norm: 4.3184 2020-08-12 19:36:00,715 - mmaction - INFO - Epoch [249][740/940] lr: 9.631e-04, eta: 3:09:01, time: 1.586, data_time: 0.008, memory: 9063, top1_acc: 0.7051, top5_acc: 0.8682, loss_cls: 1.2447, loss: 1.2447, grad_norm: 4.1682 2020-08-12 19:36:32,911 - mmaction - INFO - Epoch [249][760/940] lr: 9.631e-04, eta: 3:08:27, time: 1.608, data_time: 0.007, memory: 9063, top1_acc: 0.6883, top5_acc: 0.8590, loss_cls: 1.3103, loss: 1.3103, grad_norm: 4.2929 2020-08-12 19:37:05,125 - mmaction - INFO - Epoch [249][780/940] lr: 9.631e-04, eta: 3:07:54, time: 1.613, data_time: 0.007, memory: 9063, top1_acc: 0.6955, top5_acc: 0.8680, loss_cls: 1.2708, loss: 1.2708, grad_norm: 4.2704 2020-08-12 19:37:37,343 - mmaction - INFO - Epoch [249][800/940] lr: 9.631e-04, eta: 3:07:20, time: 1.609, data_time: 0.005, memory: 9063, top1_acc: 0.6967, top5_acc: 0.8670, loss_cls: 1.2717, loss: 1.2717, grad_norm: 4.2370 2020-08-12 19:38:09,093 - mmaction - INFO - Epoch [249][820/940] lr: 9.631e-04, eta: 3:06:47, time: 1.590, data_time: 0.008, memory: 9063, top1_acc: 0.6869, top5_acc: 0.8600, loss_cls: 1.3095, loss: 1.3095, grad_norm: 4.3441 2020-08-12 19:38:41,426 - mmaction - INFO - Epoch [249][840/940] lr: 9.631e-04, eta: 3:06:13, time: 1.614, data_time: 0.004, memory: 9063, top1_acc: 0.6803, top5_acc: 0.8680, loss_cls: 1.3122, loss: 1.3122, grad_norm: 4.4238 2020-08-12 19:39:13,145 - mmaction - INFO - Epoch [249][860/940] lr: 9.631e-04, eta: 3:05:40, time: 1.588, data_time: 0.007, memory: 9063, top1_acc: 0.6836, top5_acc: 0.8555, loss_cls: 1.3332, loss: 1.3332, grad_norm: 4.3508 2020-08-12 19:39:45,122 - mmaction - INFO - Epoch [249][880/940] lr: 9.631e-04, eta: 3:05:06, time: 1.596, data_time: 0.005, memory: 9063, top1_acc: 0.6807, top5_acc: 0.8557, loss_cls: 1.3438, loss: 1.3438, grad_norm: 4.3181 2020-08-12 19:40:16,642 - mmaction - INFO - Epoch [249][900/940] lr: 9.631e-04, eta: 3:04:32, time: 1.576, data_time: 0.009, memory: 9063, top1_acc: 0.6932, top5_acc: 0.8639, loss_cls: 1.2860, loss: 1.2860, grad_norm: 4.2595 2020-08-12 19:40:48,242 - mmaction - INFO - Epoch [249][920/940] lr: 9.631e-04, eta: 3:03:59, time: 1.582, data_time: 0.006, memory: 9063, top1_acc: 0.6914, top5_acc: 0.8641, loss_cls: 1.2967, loss: 1.2967, grad_norm: 4.3361 2020-08-12 19:41:18,348 - mmaction - INFO - Epoch [249][940/940] lr: 9.631e-04, eta: 3:03:25, time: 1.504, data_time: 0.006, memory: 9063, top1_acc: 0.6885, top5_acc: 0.8618, loss_cls: 1.3137, loss: 1.3137, grad_norm: 4.3918 2020-08-12 19:41:56,595 - mmaction - INFO - Epoch [250][20/940] lr: 7.375e-04, eta: 3:02:52, time: 1.896, data_time: 0.444, memory: 9063, top1_acc: 0.6855, top5_acc: 0.8508, loss_cls: 1.3181, loss: 1.3181, grad_norm: 4.2892 2020-08-12 19:42:27,328 - mmaction - INFO - Epoch [250][40/940] lr: 7.375e-04, eta: 3:02:18, time: 1.540, data_time: 0.008, memory: 9063, top1_acc: 0.6863, top5_acc: 0.8584, loss_cls: 1.2999, loss: 1.2999, grad_norm: 4.2557 2020-08-12 19:42:57,700 - mmaction - INFO - Epoch [250][60/940] lr: 7.375e-04, eta: 3:01:45, time: 1.519, data_time: 0.006, memory: 9063, top1_acc: 0.6852, top5_acc: 0.8576, loss_cls: 1.3199, loss: 1.3199, grad_norm: 4.3410 2020-08-12 19:43:28,993 - mmaction - INFO - Epoch [250][80/940] lr: 7.375e-04, eta: 3:01:11, time: 1.566, data_time: 0.008, memory: 9063, top1_acc: 0.7004, top5_acc: 0.8629, loss_cls: 1.2604, loss: 1.2604, grad_norm: 4.2857 2020-08-12 19:44:00,302 - mmaction - INFO - Epoch [250][100/940] lr: 7.375e-04, eta: 3:00:38, time: 1.563, data_time: 0.006, memory: 9063, top1_acc: 0.6990, top5_acc: 0.8633, loss_cls: 1.2818, loss: 1.2818, grad_norm: 4.2750 2020-08-12 19:44:31,616 - mmaction - INFO - Epoch [250][120/940] lr: 7.375e-04, eta: 3:00:04, time: 1.568, data_time: 0.006, memory: 9063, top1_acc: 0.6879, top5_acc: 0.8607, loss_cls: 1.3016, loss: 1.3016, grad_norm: 4.3816 2020-08-12 19:45:04,053 - mmaction - INFO - Epoch [250][140/940] lr: 7.375e-04, eta: 2:59:31, time: 1.623, data_time: 0.006, memory: 9063, top1_acc: 0.6910, top5_acc: 0.8559, loss_cls: 1.2998, loss: 1.2998, grad_norm: 4.2907 2020-08-12 19:45:35,529 - mmaction - INFO - Epoch [250][160/940] lr: 7.375e-04, eta: 2:58:57, time: 1.573, data_time: 0.002, memory: 9063, top1_acc: 0.6918, top5_acc: 0.8643, loss_cls: 1.2938, loss: 1.2938, grad_norm: 4.2878 2020-08-12 19:46:06,097 - mmaction - INFO - Epoch [250][180/940] lr: 7.375e-04, eta: 2:58:23, time: 1.529, data_time: 0.005, memory: 9063, top1_acc: 0.6713, top5_acc: 0.8562, loss_cls: 1.3712, loss: 1.3712, grad_norm: 4.4010 2020-08-12 19:46:36,179 - mmaction - INFO - Epoch [250][200/940] lr: 7.375e-04, eta: 2:57:50, time: 1.503, data_time: 0.008, memory: 9063, top1_acc: 0.6789, top5_acc: 0.8588, loss_cls: 1.3294, loss: 1.3294, grad_norm: 4.3829 2020-08-12 19:47:06,855 - mmaction - INFO - Epoch [250][220/940] lr: 7.375e-04, eta: 2:57:16, time: 1.535, data_time: 0.005, memory: 9063, top1_acc: 0.6973, top5_acc: 0.8635, loss_cls: 1.2783, loss: 1.2783, grad_norm: 4.3180 2020-08-12 19:47:39,472 - mmaction - INFO - Epoch [250][240/940] lr: 7.375e-04, eta: 2:56:43, time: 1.629, data_time: 0.005, memory: 9063, top1_acc: 0.6941, top5_acc: 0.8678, loss_cls: 1.2605, loss: 1.2605, grad_norm: 4.3264 2020-08-12 19:48:11,463 - mmaction - INFO - Epoch [250][260/940] lr: 7.375e-04, eta: 2:56:09, time: 1.601, data_time: 0.007, memory: 9063, top1_acc: 0.7039, top5_acc: 0.8678, loss_cls: 1.2601, loss: 1.2601, grad_norm: 4.2293 2020-08-12 19:48:42,186 - mmaction - INFO - Epoch [250][280/940] lr: 7.375e-04, eta: 2:55:36, time: 1.535, data_time: 0.008, memory: 9063, top1_acc: 0.6852, top5_acc: 0.8570, loss_cls: 1.3220, loss: 1.3220, grad_norm: 4.4035 2020-08-12 19:49:13,854 - mmaction - INFO - Epoch [250][300/940] lr: 7.375e-04, eta: 2:55:02, time: 1.585, data_time: 0.006, memory: 9063, top1_acc: 0.6922, top5_acc: 0.8623, loss_cls: 1.2857, loss: 1.2857, grad_norm: 4.3614 2020-08-12 19:49:45,871 - mmaction - INFO - Epoch [250][320/940] lr: 7.375e-04, eta: 2:54:28, time: 1.599, data_time: 0.005, memory: 9063, top1_acc: 0.6977, top5_acc: 0.8623, loss_cls: 1.2813, loss: 1.2813, grad_norm: 4.3808 2020-08-12 19:50:18,155 - mmaction - INFO - Epoch [250][340/940] lr: 7.375e-04, eta: 2:53:55, time: 1.612, data_time: 0.007, memory: 9063, top1_acc: 0.6832, top5_acc: 0.8582, loss_cls: 1.3095, loss: 1.3095, grad_norm: 4.3639 2020-08-12 19:50:49,653 - mmaction - INFO - Epoch [250][360/940] lr: 7.375e-04, eta: 2:53:21, time: 1.579, data_time: 0.007, memory: 9063, top1_acc: 0.6932, top5_acc: 0.8568, loss_cls: 1.3042, loss: 1.3042, grad_norm: 4.3205 2020-08-12 19:51:21,676 - mmaction - INFO - Epoch [250][380/940] lr: 7.375e-04, eta: 2:52:48, time: 1.597, data_time: 0.005, memory: 9063, top1_acc: 0.6906, top5_acc: 0.8637, loss_cls: 1.2944, loss: 1.2944, grad_norm: 4.3270 2020-08-12 19:51:52,288 - mmaction - INFO - Epoch [250][400/940] lr: 7.375e-04, eta: 2:52:14, time: 1.535, data_time: 0.007, memory: 9063, top1_acc: 0.7025, top5_acc: 0.8689, loss_cls: 1.2490, loss: 1.2490, grad_norm: 4.3188 2020-08-12 19:52:23,976 - mmaction - INFO - Epoch [250][420/940] lr: 7.375e-04, eta: 2:51:41, time: 1.582, data_time: 0.005, memory: 9063, top1_acc: 0.6783, top5_acc: 0.8582, loss_cls: 1.3322, loss: 1.3322, grad_norm: 4.4454 2020-08-12 19:52:55,304 - mmaction - INFO - Epoch [250][440/940] lr: 7.375e-04, eta: 2:51:07, time: 1.569, data_time: 0.007, memory: 9063, top1_acc: 0.6785, top5_acc: 0.8564, loss_cls: 1.3325, loss: 1.3325, grad_norm: 4.4749 2020-08-12 19:53:26,995 - mmaction - INFO - Epoch [250][460/940] lr: 7.375e-04, eta: 2:50:34, time: 1.584, data_time: 0.003, memory: 9063, top1_acc: 0.6955, top5_acc: 0.8561, loss_cls: 1.2969, loss: 1.2969, grad_norm: 4.3060 2020-08-12 19:53:58,025 - mmaction - INFO - Epoch [250][480/940] lr: 7.375e-04, eta: 2:50:00, time: 1.551, data_time: 0.009, memory: 9063, top1_acc: 0.6904, top5_acc: 0.8645, loss_cls: 1.2808, loss: 1.2808, grad_norm: 4.3471 2020-08-12 19:54:29,870 - mmaction - INFO - Epoch [250][500/940] lr: 7.375e-04, eta: 2:49:27, time: 1.594, data_time: 0.007, memory: 9063, top1_acc: 0.6813, top5_acc: 0.8594, loss_cls: 1.3080, loss: 1.3080, grad_norm: 4.3428 2020-08-12 19:55:02,176 - mmaction - INFO - Epoch [250][520/940] lr: 7.375e-04, eta: 2:48:53, time: 1.614, data_time: 0.005, memory: 9063, top1_acc: 0.6945, top5_acc: 0.8709, loss_cls: 1.2754, loss: 1.2754, grad_norm: 4.2654 2020-08-12 19:55:32,936 - mmaction - INFO - Epoch [250][540/940] lr: 7.375e-04, eta: 2:48:19, time: 1.539, data_time: 0.003, memory: 9063, top1_acc: 0.6910, top5_acc: 0.8588, loss_cls: 1.3116, loss: 1.3116, grad_norm: 4.3418 2020-08-12 19:56:04,326 - mmaction - INFO - Epoch [250][560/940] lr: 7.375e-04, eta: 2:47:46, time: 1.568, data_time: 0.008, memory: 9063, top1_acc: 0.7041, top5_acc: 0.8623, loss_cls: 1.2586, loss: 1.2586, grad_norm: 4.2376 2020-08-12 19:56:36,492 - mmaction - INFO - Epoch [250][580/940] lr: 7.375e-04, eta: 2:47:12, time: 1.610, data_time: 0.005, memory: 9063, top1_acc: 0.6943, top5_acc: 0.8658, loss_cls: 1.2770, loss: 1.2770, grad_norm: 4.2724 2020-08-12 19:57:08,637 - mmaction - INFO - Epoch [250][600/940] lr: 7.375e-04, eta: 2:46:39, time: 1.606, data_time: 0.005, memory: 9063, top1_acc: 0.6869, top5_acc: 0.8629, loss_cls: 1.2988, loss: 1.2988, grad_norm: 4.4138 2020-08-12 19:57:40,126 - mmaction - INFO - Epoch [250][620/940] lr: 7.375e-04, eta: 2:46:05, time: 1.574, data_time: 0.005, memory: 9063, top1_acc: 0.7066, top5_acc: 0.8676, loss_cls: 1.2617, loss: 1.2617, grad_norm: 4.2806 2020-08-12 19:58:10,495 - mmaction - INFO - Epoch [250][640/940] lr: 7.375e-04, eta: 2:45:32, time: 1.520, data_time: 0.007, memory: 9063, top1_acc: 0.6801, top5_acc: 0.8564, loss_cls: 1.3249, loss: 1.3249, grad_norm: 4.3329 2020-08-12 19:58:42,003 - mmaction - INFO - Epoch [250][660/940] lr: 7.375e-04, eta: 2:44:58, time: 1.574, data_time: 0.008, memory: 9063, top1_acc: 0.6795, top5_acc: 0.8516, loss_cls: 1.3640, loss: 1.3640, grad_norm: 4.4017 2020-08-12 19:59:14,711 - mmaction - INFO - Epoch [250][680/940] lr: 7.375e-04, eta: 2:44:25, time: 1.637, data_time: 0.005, memory: 9063, top1_acc: 0.6863, top5_acc: 0.8605, loss_cls: 1.2861, loss: 1.2861, grad_norm: 4.3511 2020-08-12 19:59:44,808 - mmaction - INFO - Epoch [250][700/940] lr: 7.375e-04, eta: 2:43:51, time: 1.501, data_time: 0.005, memory: 9063, top1_acc: 0.6912, top5_acc: 0.8590, loss_cls: 1.2953, loss: 1.2953, grad_norm: 4.2930 2020-08-12 20:00:22,088 - mmaction - INFO - Epoch [250][720/940] lr: 7.375e-04, eta: 2:43:18, time: 1.860, data_time: 0.008, memory: 9063, top1_acc: 0.7033, top5_acc: 0.8637, loss_cls: 1.2638, loss: 1.2638, grad_norm: 4.2292 2020-08-12 20:00:51,451 - mmaction - INFO - Epoch [250][740/940] lr: 7.375e-04, eta: 2:42:44, time: 1.472, data_time: 0.020, memory: 9063, top1_acc: 0.6873, top5_acc: 0.8607, loss_cls: 1.2858, loss: 1.2858, grad_norm: 4.3116 2020-08-12 20:01:22,344 - mmaction - INFO - Epoch [250][760/940] lr: 7.375e-04, eta: 2:42:11, time: 1.549, data_time: 0.007, memory: 9063, top1_acc: 0.6916, top5_acc: 0.8686, loss_cls: 1.2944, loss: 1.2944, grad_norm: 4.3893 2020-08-12 20:01:54,198 - mmaction - INFO - Epoch [250][780/940] lr: 7.375e-04, eta: 2:41:37, time: 1.591, data_time: 0.006, memory: 9063, top1_acc: 0.6910, top5_acc: 0.8605, loss_cls: 1.2866, loss: 1.2866, grad_norm: 4.2643 2020-08-12 20:02:25,399 - mmaction - INFO - Epoch [250][800/940] lr: 7.375e-04, eta: 2:41:04, time: 1.560, data_time: 0.008, memory: 9063, top1_acc: 0.6908, top5_acc: 0.8699, loss_cls: 1.3025, loss: 1.3025, grad_norm: 4.4219 2020-08-12 20:02:55,482 - mmaction - INFO - Epoch [250][820/940] lr: 7.375e-04, eta: 2:40:30, time: 1.502, data_time: 0.007, memory: 9063, top1_acc: 0.7025, top5_acc: 0.8602, loss_cls: 1.2817, loss: 1.2817, grad_norm: 4.3366 2020-08-12 20:03:26,548 - mmaction - INFO - Epoch [250][840/940] lr: 7.375e-04, eta: 2:39:56, time: 1.558, data_time: 0.007, memory: 9063, top1_acc: 0.6937, top5_acc: 0.8660, loss_cls: 1.2908, loss: 1.2908, grad_norm: 4.2842 2020-08-12 20:03:58,457 - mmaction - INFO - Epoch [250][860/940] lr: 7.375e-04, eta: 2:39:23, time: 1.593, data_time: 0.005, memory: 9063, top1_acc: 0.6912, top5_acc: 0.8564, loss_cls: 1.3096, loss: 1.3096, grad_norm: 4.2796 2020-08-12 20:04:28,980 - mmaction - INFO - Epoch [250][880/940] lr: 7.375e-04, eta: 2:38:49, time: 1.529, data_time: 0.006, memory: 9063, top1_acc: 0.6846, top5_acc: 0.8533, loss_cls: 1.3217, loss: 1.3217, grad_norm: 4.3109 2020-08-12 20:05:01,257 - mmaction - INFO - Epoch [250][900/940] lr: 7.375e-04, eta: 2:38:16, time: 1.607, data_time: 0.005, memory: 9063, top1_acc: 0.6920, top5_acc: 0.8598, loss_cls: 1.3028, loss: 1.3028, grad_norm: 4.3007 2020-08-12 20:05:33,019 - mmaction - INFO - Epoch [250][920/940] lr: 7.375e-04, eta: 2:37:42, time: 1.593, data_time: 0.009, memory: 9063, top1_acc: 0.6936, top5_acc: 0.8643, loss_cls: 1.2951, loss: 1.2951, grad_norm: 4.2990 2020-08-12 20:06:03,804 - mmaction - INFO - Epoch [250][940/940] lr: 7.375e-04, eta: 2:37:09, time: 1.539, data_time: 0.007, memory: 9063, top1_acc: 0.6847, top5_acc: 0.8557, loss_cls: 1.3262, loss: 1.3262, grad_norm: 4.3843 2020-08-12 20:06:45,385 - mmaction - INFO - Epoch [251][20/940] lr: 5.419e-04, eta: 2:36:36, time: 2.053, data_time: 0.602, memory: 9063, top1_acc: 0.6924, top5_acc: 0.8668, loss_cls: 1.2858, loss: 1.2858, grad_norm: 4.3198 2020-08-12 20:07:14,956 - mmaction - INFO - Epoch [251][40/940] lr: 5.419e-04, eta: 2:36:02, time: 1.484, data_time: 0.009, memory: 9063, top1_acc: 0.6936, top5_acc: 0.8641, loss_cls: 1.2880, loss: 1.2880, grad_norm: 4.3713 2020-08-12 20:07:43,359 - mmaction - INFO - Epoch [251][60/940] lr: 5.419e-04, eta: 2:35:28, time: 1.418, data_time: 0.005, memory: 9063, top1_acc: 0.6828, top5_acc: 0.8602, loss_cls: 1.3216, loss: 1.3216, grad_norm: 4.3936 2020-08-12 20:08:15,409 - mmaction - INFO - Epoch [251][80/940] lr: 5.419e-04, eta: 2:34:55, time: 1.605, data_time: 0.006, memory: 9063, top1_acc: 0.6969, top5_acc: 0.8648, loss_cls: 1.2737, loss: 1.2737, grad_norm: 4.2749 2020-08-12 20:08:46,861 - mmaction - INFO - Epoch [251][100/940] lr: 5.419e-04, eta: 2:34:21, time: 1.573, data_time: 0.005, memory: 9063, top1_acc: 0.6896, top5_acc: 0.8615, loss_cls: 1.3132, loss: 1.3132, grad_norm: 4.3887 2020-08-12 20:09:18,845 - mmaction - INFO - Epoch [251][120/940] lr: 5.419e-04, eta: 2:33:48, time: 1.599, data_time: 0.002, memory: 9063, top1_acc: 0.6955, top5_acc: 0.8688, loss_cls: 1.2732, loss: 1.2732, grad_norm: 4.3263 2020-08-12 20:09:49,133 - mmaction - INFO - Epoch [251][140/940] lr: 5.419e-04, eta: 2:33:14, time: 1.514, data_time: 0.005, memory: 9063, top1_acc: 0.6848, top5_acc: 0.8545, loss_cls: 1.3459, loss: 1.3459, grad_norm: 4.3836 2020-08-12 20:10:21,163 - mmaction - INFO - Epoch [251][160/940] lr: 5.419e-04, eta: 2:32:41, time: 1.597, data_time: 0.007, memory: 9063, top1_acc: 0.6824, top5_acc: 0.8570, loss_cls: 1.3188, loss: 1.3188, grad_norm: 4.3697 2020-08-12 20:10:53,069 - mmaction - INFO - Epoch [251][180/940] lr: 5.419e-04, eta: 2:32:07, time: 1.600, data_time: 0.008, memory: 9063, top1_acc: 0.6891, top5_acc: 0.8607, loss_cls: 1.3109, loss: 1.3109, grad_norm: 4.3478 2020-08-12 20:11:24,377 - mmaction - INFO - Epoch [251][200/940] lr: 5.419e-04, eta: 2:31:34, time: 1.565, data_time: 0.007, memory: 9063, top1_acc: 0.6912, top5_acc: 0.8637, loss_cls: 1.2892, loss: 1.2892, grad_norm: 4.2818 2020-08-12 20:11:53,611 - mmaction - INFO - Epoch [251][220/940] lr: 5.419e-04, eta: 2:31:00, time: 1.463, data_time: 0.005, memory: 9063, top1_acc: 0.6926, top5_acc: 0.8646, loss_cls: 1.2887, loss: 1.2887, grad_norm: 4.3377 2020-08-12 20:12:26,566 - mmaction - INFO - Epoch [251][240/940] lr: 5.419e-04, eta: 2:30:27, time: 1.648, data_time: 0.003, memory: 9063, top1_acc: 0.6818, top5_acc: 0.8590, loss_cls: 1.3278, loss: 1.3278, grad_norm: 4.3855 2020-08-12 20:12:57,487 - mmaction - INFO - Epoch [251][260/940] lr: 5.419e-04, eta: 2:29:53, time: 1.544, data_time: 0.005, memory: 9063, top1_acc: 0.6963, top5_acc: 0.8658, loss_cls: 1.3022, loss: 1.3022, grad_norm: 4.3910 2020-08-12 20:13:27,314 - mmaction - INFO - Epoch [251][280/940] lr: 5.419e-04, eta: 2:29:19, time: 1.493, data_time: 0.007, memory: 9063, top1_acc: 0.6928, top5_acc: 0.8656, loss_cls: 1.3066, loss: 1.3066, grad_norm: 4.4200 2020-08-12 20:13:58,839 - mmaction - INFO - Epoch [251][300/940] lr: 5.419e-04, eta: 2:28:46, time: 1.572, data_time: 0.007, memory: 9063, top1_acc: 0.6943, top5_acc: 0.8621, loss_cls: 1.2794, loss: 1.2794, grad_norm: 4.2951 2020-08-12 20:14:30,629 - mmaction - INFO - Epoch [251][320/940] lr: 5.419e-04, eta: 2:28:12, time: 1.594, data_time: 0.007, memory: 9063, top1_acc: 0.6973, top5_acc: 0.8605, loss_cls: 1.2896, loss: 1.2896, grad_norm: 4.2511 2020-08-12 20:15:01,135 - mmaction - INFO - Epoch [251][340/940] lr: 5.419e-04, eta: 2:27:39, time: 1.524, data_time: 0.005, memory: 9063, top1_acc: 0.6867, top5_acc: 0.8668, loss_cls: 1.2980, loss: 1.2980, grad_norm: 4.3534 2020-08-12 20:15:31,623 - mmaction - INFO - Epoch [251][360/940] lr: 5.419e-04, eta: 2:27:05, time: 1.525, data_time: 0.005, memory: 9063, top1_acc: 0.6932, top5_acc: 0.8656, loss_cls: 1.2783, loss: 1.2783, grad_norm: 4.3333 2020-08-12 20:16:03,585 - mmaction - INFO - Epoch [251][380/940] lr: 5.419e-04, eta: 2:26:32, time: 1.592, data_time: 0.005, memory: 9063, top1_acc: 0.6900, top5_acc: 0.8551, loss_cls: 1.3283, loss: 1.3283, grad_norm: 4.3406 2020-08-12 20:16:35,207 - mmaction - INFO - Epoch [251][400/940] lr: 5.419e-04, eta: 2:25:58, time: 1.588, data_time: 0.009, memory: 9063, top1_acc: 0.7012, top5_acc: 0.8676, loss_cls: 1.2663, loss: 1.2663, grad_norm: 4.3513 2020-08-12 20:17:06,436 - mmaction - INFO - Epoch [251][420/940] lr: 5.419e-04, eta: 2:25:25, time: 1.561, data_time: 0.005, memory: 9063, top1_acc: 0.6951, top5_acc: 0.8627, loss_cls: 1.2871, loss: 1.2871, grad_norm: 4.2826 2020-08-12 20:17:38,813 - mmaction - INFO - Epoch [251][440/940] lr: 5.419e-04, eta: 2:24:51, time: 1.619, data_time: 0.002, memory: 9063, top1_acc: 0.6990, top5_acc: 0.8672, loss_cls: 1.2674, loss: 1.2674, grad_norm: 4.3401 2020-08-12 20:18:08,142 - mmaction - INFO - Epoch [251][460/940] lr: 5.419e-04, eta: 2:24:18, time: 1.465, data_time: 0.005, memory: 9063, top1_acc: 0.6982, top5_acc: 0.8619, loss_cls: 1.2583, loss: 1.2583, grad_norm: 4.2974 2020-08-12 20:18:40,677 - mmaction - INFO - Epoch [251][480/940] lr: 5.419e-04, eta: 2:23:44, time: 1.629, data_time: 0.007, memory: 9063, top1_acc: 0.6887, top5_acc: 0.8621, loss_cls: 1.2839, loss: 1.2839, grad_norm: 4.3614 2020-08-12 20:19:12,961 - mmaction - INFO - Epoch [251][500/940] lr: 5.419e-04, eta: 2:23:11, time: 1.612, data_time: 0.005, memory: 9063, top1_acc: 0.6984, top5_acc: 0.8695, loss_cls: 1.2502, loss: 1.2502, grad_norm: 4.3276 2020-08-12 20:19:44,153 - mmaction - INFO - Epoch [251][520/940] lr: 5.419e-04, eta: 2:22:37, time: 1.557, data_time: 0.007, memory: 9063, top1_acc: 0.6896, top5_acc: 0.8576, loss_cls: 1.3301, loss: 1.3301, grad_norm: 4.3634 2020-08-12 20:20:16,046 - mmaction - INFO - Epoch [251][540/940] lr: 5.419e-04, eta: 2:22:04, time: 1.598, data_time: 0.010, memory: 9063, top1_acc: 0.6904, top5_acc: 0.8639, loss_cls: 1.2903, loss: 1.2903, grad_norm: 4.3492 2020-08-12 20:20:47,556 - mmaction - INFO - Epoch [251][560/940] lr: 5.419e-04, eta: 2:21:30, time: 1.577, data_time: 0.005, memory: 9063, top1_acc: 0.7018, top5_acc: 0.8715, loss_cls: 1.2372, loss: 1.2372, grad_norm: 4.2687 2020-08-12 20:21:19,291 - mmaction - INFO - Epoch [251][580/940] lr: 5.419e-04, eta: 2:20:57, time: 1.584, data_time: 0.007, memory: 9063, top1_acc: 0.6937, top5_acc: 0.8637, loss_cls: 1.2750, loss: 1.2750, grad_norm: 4.3086 2020-08-12 20:21:50,146 - mmaction - INFO - Epoch [251][600/940] lr: 5.419e-04, eta: 2:20:23, time: 1.545, data_time: 0.007, memory: 9063, top1_acc: 0.6953, top5_acc: 0.8584, loss_cls: 1.2958, loss: 1.2958, grad_norm: 4.3032 2020-08-12 20:22:20,646 - mmaction - INFO - Epoch [251][620/940] lr: 5.419e-04, eta: 2:19:50, time: 1.523, data_time: 0.005, memory: 9063, top1_acc: 0.6850, top5_acc: 0.8625, loss_cls: 1.3040, loss: 1.3040, grad_norm: 4.3863 2020-08-12 20:22:51,444 - mmaction - INFO - Epoch [251][640/940] lr: 5.419e-04, eta: 2:19:16, time: 1.543, data_time: 0.007, memory: 9063, top1_acc: 0.6996, top5_acc: 0.8650, loss_cls: 1.2572, loss: 1.2572, grad_norm: 4.3113 2020-08-12 20:23:23,161 - mmaction - INFO - Epoch [251][660/940] lr: 5.419e-04, eta: 2:18:43, time: 1.586, data_time: 0.002, memory: 9063, top1_acc: 0.6945, top5_acc: 0.8652, loss_cls: 1.2817, loss: 1.2817, grad_norm: 4.3460 2020-08-12 20:23:55,191 - mmaction - INFO - Epoch [251][680/940] lr: 5.419e-04, eta: 2:18:09, time: 1.599, data_time: 0.004, memory: 9063, top1_acc: 0.6898, top5_acc: 0.8641, loss_cls: 1.2957, loss: 1.2957, grad_norm: 4.3188 2020-08-12 20:24:26,521 - mmaction - INFO - Epoch [251][700/940] lr: 5.419e-04, eta: 2:17:36, time: 1.568, data_time: 0.006, memory: 9063, top1_acc: 0.6941, top5_acc: 0.8604, loss_cls: 1.3003, loss: 1.3003, grad_norm: 4.3094 2020-08-12 20:24:57,804 - mmaction - INFO - Epoch [251][720/940] lr: 5.419e-04, eta: 2:17:02, time: 1.563, data_time: 0.007, memory: 9063, top1_acc: 0.6982, top5_acc: 0.8662, loss_cls: 1.2566, loss: 1.2566, grad_norm: 4.2874 2020-08-12 20:25:28,460 - mmaction - INFO - Epoch [251][740/940] lr: 5.419e-04, eta: 2:16:28, time: 1.534, data_time: 0.005, memory: 9063, top1_acc: 0.7002, top5_acc: 0.8699, loss_cls: 1.2432, loss: 1.2432, grad_norm: 4.2165 2020-08-12 20:25:59,937 - mmaction - INFO - Epoch [251][760/940] lr: 5.419e-04, eta: 2:15:55, time: 1.570, data_time: 0.005, memory: 9063, top1_acc: 0.6936, top5_acc: 0.8586, loss_cls: 1.2996, loss: 1.2996, grad_norm: 4.3133 2020-08-12 20:26:31,586 - mmaction - INFO - Epoch [251][780/940] lr: 5.419e-04, eta: 2:15:21, time: 1.581, data_time: 0.007, memory: 9063, top1_acc: 0.6854, top5_acc: 0.8592, loss_cls: 1.3134, loss: 1.3134, grad_norm: 4.3670 2020-08-12 20:27:02,968 - mmaction - INFO - Epoch [251][800/940] lr: 5.419e-04, eta: 2:14:48, time: 1.575, data_time: 0.009, memory: 9063, top1_acc: 0.6969, top5_acc: 0.8711, loss_cls: 1.2513, loss: 1.2513, grad_norm: 4.2486 2020-08-12 20:27:33,505 - mmaction - INFO - Epoch [251][820/940] lr: 5.419e-04, eta: 2:14:14, time: 1.527, data_time: 0.007, memory: 9063, top1_acc: 0.7006, top5_acc: 0.8656, loss_cls: 1.2840, loss: 1.2840, grad_norm: 4.3571 2020-08-12 20:28:05,469 - mmaction - INFO - Epoch [251][840/940] lr: 5.419e-04, eta: 2:13:41, time: 1.595, data_time: 0.002, memory: 9063, top1_acc: 0.6916, top5_acc: 0.8635, loss_cls: 1.2905, loss: 1.2905, grad_norm: 4.3561 2020-08-12 20:28:37,350 - mmaction - INFO - Epoch [251][860/940] lr: 5.419e-04, eta: 2:13:07, time: 1.596, data_time: 0.009, memory: 9063, top1_acc: 0.6920, top5_acc: 0.8580, loss_cls: 1.2881, loss: 1.2881, grad_norm: 4.3557 2020-08-12 20:29:08,042 - mmaction - INFO - Epoch [251][880/940] lr: 5.419e-04, eta: 2:12:34, time: 1.533, data_time: 0.006, memory: 9063, top1_acc: 0.6893, top5_acc: 0.8623, loss_cls: 1.3039, loss: 1.3039, grad_norm: 4.3682 2020-08-12 20:29:40,597 - mmaction - INFO - Epoch [251][900/940] lr: 5.419e-04, eta: 2:12:00, time: 1.631, data_time: 0.007, memory: 9063, top1_acc: 0.7121, top5_acc: 0.8709, loss_cls: 1.2401, loss: 1.2401, grad_norm: 4.2135 2020-08-12 20:30:12,570 - mmaction - INFO - Epoch [251][920/940] lr: 5.419e-04, eta: 2:11:27, time: 1.598, data_time: 0.006, memory: 9063, top1_acc: 0.6977, top5_acc: 0.8742, loss_cls: 1.2463, loss: 1.2463, grad_norm: 4.2748 2020-08-12 20:30:41,113 - mmaction - INFO - Epoch [251][940/940] lr: 5.419e-04, eta: 2:10:53, time: 1.429, data_time: 0.005, memory: 9063, top1_acc: 0.7039, top5_acc: 0.8693, loss_cls: 1.2643, loss: 1.2643, grad_norm: 4.3145 2020-08-12 20:31:20,779 - mmaction - INFO - Epoch [252][20/940] lr: 3.764e-04, eta: 2:10:20, time: 1.965, data_time: 0.457, memory: 9063, top1_acc: 0.7018, top5_acc: 0.8680, loss_cls: 1.2312, loss: 1.2312, grad_norm: 4.2489 2020-08-12 20:31:49,814 - mmaction - INFO - Epoch [252][40/940] lr: 3.764e-04, eta: 2:09:47, time: 1.456, data_time: 0.008, memory: 9063, top1_acc: 0.7000, top5_acc: 0.8686, loss_cls: 1.2589, loss: 1.2589, grad_norm: 4.2573 2020-08-12 20:32:20,939 - mmaction - INFO - Epoch [252][60/940] lr: 3.764e-04, eta: 2:09:13, time: 1.556, data_time: 0.005, memory: 9063, top1_acc: 0.7002, top5_acc: 0.8656, loss_cls: 1.2709, loss: 1.2709, grad_norm: 4.2935 2020-08-12 20:32:52,554 - mmaction - INFO - Epoch [252][80/940] lr: 3.764e-04, eta: 2:08:40, time: 1.576, data_time: 0.003, memory: 9063, top1_acc: 0.6895, top5_acc: 0.8635, loss_cls: 1.2956, loss: 1.2956, grad_norm: 4.3260 2020-08-12 20:33:22,381 - mmaction - INFO - Epoch [252][100/940] lr: 3.764e-04, eta: 2:08:06, time: 1.495, data_time: 0.007, memory: 9063, top1_acc: 0.6977, top5_acc: 0.8703, loss_cls: 1.2323, loss: 1.2323, grad_norm: 4.2491 2020-08-12 20:33:53,832 - mmaction - INFO - Epoch [252][120/940] lr: 3.764e-04, eta: 2:07:32, time: 1.572, data_time: 0.008, memory: 9063, top1_acc: 0.7035, top5_acc: 0.8662, loss_cls: 1.2460, loss: 1.2460, grad_norm: 4.3245 2020-08-12 20:34:25,525 - mmaction - INFO - Epoch [252][140/940] lr: 3.764e-04, eta: 2:06:59, time: 1.585, data_time: 0.005, memory: 9063, top1_acc: 0.6766, top5_acc: 0.8498, loss_cls: 1.3467, loss: 1.3467, grad_norm: 4.3715 2020-08-12 20:34:56,587 - mmaction - INFO - Epoch [252][160/940] lr: 3.764e-04, eta: 2:06:25, time: 1.551, data_time: 0.010, memory: 9063, top1_acc: 0.6930, top5_acc: 0.8680, loss_cls: 1.2918, loss: 1.2918, grad_norm: 4.3414 2020-08-12 20:35:28,001 - mmaction - INFO - Epoch [252][180/940] lr: 3.764e-04, eta: 2:05:52, time: 1.573, data_time: 0.008, memory: 9063, top1_acc: 0.6934, top5_acc: 0.8594, loss_cls: 1.2991, loss: 1.2991, grad_norm: 4.3260 2020-08-12 20:35:58,716 - mmaction - INFO - Epoch [252][200/940] lr: 3.764e-04, eta: 2:05:18, time: 1.534, data_time: 0.007, memory: 9063, top1_acc: 0.6912, top5_acc: 0.8691, loss_cls: 1.2799, loss: 1.2799, grad_norm: 4.3357 2020-08-12 20:36:29,307 - mmaction - INFO - Epoch [252][220/940] lr: 3.764e-04, eta: 2:04:45, time: 1.532, data_time: 0.006, memory: 9063, top1_acc: 0.6873, top5_acc: 0.8615, loss_cls: 1.2965, loss: 1.2965, grad_norm: 4.3363 2020-08-12 20:37:00,124 - mmaction - INFO - Epoch [252][240/940] lr: 3.764e-04, eta: 2:04:11, time: 1.539, data_time: 0.005, memory: 9063, top1_acc: 0.6895, top5_acc: 0.8611, loss_cls: 1.3030, loss: 1.3030, grad_norm: 4.3413 2020-08-12 20:37:31,592 - mmaction - INFO - Epoch [252][260/940] lr: 3.764e-04, eta: 2:03:38, time: 1.575, data_time: 0.005, memory: 9063, top1_acc: 0.6947, top5_acc: 0.8592, loss_cls: 1.2990, loss: 1.2990, grad_norm: 4.3638 2020-08-12 20:38:02,108 - mmaction - INFO - Epoch [252][280/940] lr: 3.764e-04, eta: 2:03:04, time: 1.520, data_time: 0.005, memory: 9063, top1_acc: 0.6895, top5_acc: 0.8613, loss_cls: 1.2978, loss: 1.2978, grad_norm: 4.4175 2020-08-12 20:38:33,257 - mmaction - INFO - Epoch [252][300/940] lr: 3.764e-04, eta: 2:02:31, time: 1.563, data_time: 0.009, memory: 9063, top1_acc: 0.6797, top5_acc: 0.8541, loss_cls: 1.3408, loss: 1.3408, grad_norm: 4.3674 2020-08-12 20:39:03,145 - mmaction - INFO - Epoch [252][320/940] lr: 3.764e-04, eta: 2:01:57, time: 1.491, data_time: 0.009, memory: 9063, top1_acc: 0.6924, top5_acc: 0.8623, loss_cls: 1.2875, loss: 1.2875, grad_norm: 4.2954 2020-08-12 20:39:34,441 - mmaction - INFO - Epoch [252][340/940] lr: 3.764e-04, eta: 2:01:24, time: 1.569, data_time: 0.007, memory: 9063, top1_acc: 0.6941, top5_acc: 0.8639, loss_cls: 1.2784, loss: 1.2784, grad_norm: 4.3375 2020-08-12 20:40:07,470 - mmaction - INFO - Epoch [252][360/940] lr: 3.764e-04, eta: 2:00:50, time: 1.651, data_time: 0.005, memory: 9063, top1_acc: 0.6820, top5_acc: 0.8570, loss_cls: 1.3310, loss: 1.3310, grad_norm: 4.3618 2020-08-12 20:40:40,099 - mmaction - INFO - Epoch [252][380/940] lr: 3.764e-04, eta: 2:00:17, time: 1.632, data_time: 0.002, memory: 9063, top1_acc: 0.6904, top5_acc: 0.8648, loss_cls: 1.2748, loss: 1.2748, grad_norm: 4.3221 2020-08-12 20:41:11,649 - mmaction - INFO - Epoch [252][400/940] lr: 3.764e-04, eta: 1:59:44, time: 1.576, data_time: 0.004, memory: 9063, top1_acc: 0.6979, top5_acc: 0.8605, loss_cls: 1.2908, loss: 1.2908, grad_norm: 4.3229 2020-08-12 20:41:44,064 - mmaction - INFO - Epoch [252][420/940] lr: 3.764e-04, eta: 1:59:10, time: 1.622, data_time: 0.005, memory: 9063, top1_acc: 0.6955, top5_acc: 0.8609, loss_cls: 1.2777, loss: 1.2777, grad_norm: 4.2887 2020-08-12 20:42:16,984 - mmaction - INFO - Epoch [252][440/940] lr: 3.764e-04, eta: 1:58:37, time: 1.645, data_time: 0.002, memory: 9063, top1_acc: 0.7018, top5_acc: 0.8682, loss_cls: 1.2589, loss: 1.2589, grad_norm: 4.2795 2020-08-12 20:42:48,940 - mmaction - INFO - Epoch [252][460/940] lr: 3.764e-04, eta: 1:58:03, time: 1.594, data_time: 0.009, memory: 9063, top1_acc: 0.7076, top5_acc: 0.8682, loss_cls: 1.2349, loss: 1.2349, grad_norm: 4.2543 2020-08-12 20:43:22,250 - mmaction - INFO - Epoch [252][480/940] lr: 3.764e-04, eta: 1:57:30, time: 1.669, data_time: 0.006, memory: 9063, top1_acc: 0.6951, top5_acc: 0.8668, loss_cls: 1.2756, loss: 1.2756, grad_norm: 4.3437 2020-08-12 20:43:55,543 - mmaction - INFO - Epoch [252][500/940] lr: 3.764e-04, eta: 1:56:56, time: 1.661, data_time: 0.008, memory: 9063, top1_acc: 0.6928, top5_acc: 0.8592, loss_cls: 1.2821, loss: 1.2821, grad_norm: 4.3767 2020-08-12 20:44:28,234 - mmaction - INFO - Epoch [252][520/940] lr: 3.764e-04, eta: 1:56:23, time: 1.639, data_time: 0.007, memory: 9063, top1_acc: 0.6961, top5_acc: 0.8670, loss_cls: 1.2729, loss: 1.2729, grad_norm: 4.3467 2020-08-12 20:45:00,487 - mmaction - INFO - Epoch [252][540/940] lr: 3.764e-04, eta: 1:55:49, time: 1.611, data_time: 0.008, memory: 9063, top1_acc: 0.7031, top5_acc: 0.8660, loss_cls: 1.2657, loss: 1.2657, grad_norm: 4.3147 2020-08-12 20:45:34,865 - mmaction - INFO - Epoch [252][560/940] lr: 3.764e-04, eta: 1:55:16, time: 1.718, data_time: 0.006, memory: 9063, top1_acc: 0.6816, top5_acc: 0.8561, loss_cls: 1.3216, loss: 1.3216, grad_norm: 4.3303 2020-08-12 20:46:07,493 - mmaction - INFO - Epoch [252][580/940] lr: 3.764e-04, eta: 1:54:43, time: 1.632, data_time: 0.008, memory: 9063, top1_acc: 0.6965, top5_acc: 0.8600, loss_cls: 1.2846, loss: 1.2846, grad_norm: 4.3163 2020-08-12 20:46:42,421 - mmaction - INFO - Epoch [252][600/940] lr: 3.764e-04, eta: 1:54:09, time: 1.748, data_time: 0.007, memory: 9063, top1_acc: 0.7025, top5_acc: 0.8668, loss_cls: 1.2634, loss: 1.2634, grad_norm: 4.2950 2020-08-12 20:47:15,491 - mmaction - INFO - Epoch [252][620/940] lr: 3.764e-04, eta: 1:53:36, time: 1.649, data_time: 0.005, memory: 9063, top1_acc: 0.6930, top5_acc: 0.8711, loss_cls: 1.2693, loss: 1.2693, grad_norm: 4.3991 2020-08-12 20:47:48,650 - mmaction - INFO - Epoch [252][640/940] lr: 3.764e-04, eta: 1:53:02, time: 1.662, data_time: 0.006, memory: 9063, top1_acc: 0.7047, top5_acc: 0.8713, loss_cls: 1.2414, loss: 1.2414, grad_norm: 4.3571 2020-08-12 20:48:21,654 - mmaction - INFO - Epoch [252][660/940] lr: 3.764e-04, eta: 1:52:29, time: 1.651, data_time: 0.009, memory: 9063, top1_acc: 0.6986, top5_acc: 0.8699, loss_cls: 1.2576, loss: 1.2576, grad_norm: 4.2430 2020-08-12 20:48:56,637 - mmaction - INFO - Epoch [252][680/940] lr: 3.764e-04, eta: 1:51:56, time: 1.749, data_time: 0.002, memory: 9063, top1_acc: 0.6969, top5_acc: 0.8611, loss_cls: 1.2703, loss: 1.2703, grad_norm: 4.2911 2020-08-12 20:49:30,624 - mmaction - INFO - Epoch [252][700/940] lr: 3.764e-04, eta: 1:51:22, time: 1.700, data_time: 0.005, memory: 9063, top1_acc: 0.6889, top5_acc: 0.8557, loss_cls: 1.3275, loss: 1.3275, grad_norm: 4.3835 2020-08-12 20:50:04,371 - mmaction - INFO - Epoch [252][720/940] lr: 3.764e-04, eta: 1:50:49, time: 1.687, data_time: 0.005, memory: 9063, top1_acc: 0.6920, top5_acc: 0.8613, loss_cls: 1.2945, loss: 1.2945, grad_norm: 4.3571 2020-08-12 20:50:37,727 - mmaction - INFO - Epoch [252][740/940] lr: 3.764e-04, eta: 1:50:15, time: 1.667, data_time: 0.002, memory: 9063, top1_acc: 0.7033, top5_acc: 0.8721, loss_cls: 1.2313, loss: 1.2313, grad_norm: 4.2640 2020-08-12 20:51:11,311 - mmaction - INFO - Epoch [252][760/940] lr: 3.764e-04, eta: 1:49:42, time: 1.675, data_time: 0.006, memory: 9063, top1_acc: 0.6936, top5_acc: 0.8557, loss_cls: 1.3224, loss: 1.3224, grad_norm: 4.3566 2020-08-12 20:51:46,261 - mmaction - INFO - Epoch [252][780/940] lr: 3.764e-04, eta: 1:49:09, time: 1.750, data_time: 0.008, memory: 9063, top1_acc: 0.6846, top5_acc: 0.8639, loss_cls: 1.3090, loss: 1.3090, grad_norm: 4.4041 2020-08-12 20:52:20,167 - mmaction - INFO - Epoch [252][800/940] lr: 3.764e-04, eta: 1:48:35, time: 1.698, data_time: 0.008, memory: 9063, top1_acc: 0.7031, top5_acc: 0.8768, loss_cls: 1.2297, loss: 1.2297, grad_norm: 4.3063 2020-08-12 20:52:53,953 - mmaction - INFO - Epoch [252][820/940] lr: 3.764e-04, eta: 1:48:02, time: 1.687, data_time: 0.002, memory: 9063, top1_acc: 0.6912, top5_acc: 0.8607, loss_cls: 1.3078, loss: 1.3078, grad_norm: 4.3286 2020-08-12 20:53:27,753 - mmaction - INFO - Epoch [252][840/940] lr: 3.764e-04, eta: 1:47:28, time: 1.692, data_time: 0.006, memory: 9063, top1_acc: 0.6965, top5_acc: 0.8668, loss_cls: 1.2750, loss: 1.2750, grad_norm: 4.3060 2020-08-12 20:54:02,004 - mmaction - INFO - Epoch [252][860/940] lr: 3.764e-04, eta: 1:46:55, time: 1.712, data_time: 0.005, memory: 9063, top1_acc: 0.6980, top5_acc: 0.8664, loss_cls: 1.2812, loss: 1.2812, grad_norm: 4.2817 2020-08-12 20:54:36,418 - mmaction - INFO - Epoch [252][880/940] lr: 3.764e-04, eta: 1:46:22, time: 1.721, data_time: 0.006, memory: 9063, top1_acc: 0.6951, top5_acc: 0.8646, loss_cls: 1.2772, loss: 1.2772, grad_norm: 4.3665 2020-08-12 20:55:10,008 - mmaction - INFO - Epoch [252][900/940] lr: 3.764e-04, eta: 1:45:48, time: 1.680, data_time: 0.003, memory: 9063, top1_acc: 0.6918, top5_acc: 0.8592, loss_cls: 1.3096, loss: 1.3096, grad_norm: 4.4130 2020-08-12 20:55:44,574 - mmaction - INFO - Epoch [252][920/940] lr: 3.764e-04, eta: 1:45:15, time: 1.726, data_time: 0.002, memory: 9063, top1_acc: 0.6922, top5_acc: 0.8695, loss_cls: 1.2681, loss: 1.2681, grad_norm: 4.3667 2020-08-12 20:56:16,938 - mmaction - INFO - Epoch [252][940/940] lr: 3.764e-04, eta: 1:44:41, time: 1.621, data_time: 0.008, memory: 9063, top1_acc: 0.7017, top5_acc: 0.8628, loss_cls: 1.2939, loss: 1.2939, grad_norm: 4.3135 2020-08-12 20:56:17,219 - mmaction - INFO - Saving checkpoint at 252 epochs 2020-08-12 20:56:57,809 - mmaction - INFO - Epoch [253][20/940] lr: 2.409e-04, eta: 1:44:08, time: 1.950, data_time: 0.387, memory: 9063, top1_acc: 0.6992, top5_acc: 0.8662, loss_cls: 1.2528, loss: 1.2528, grad_norm: 4.2411 2020-08-12 20:57:29,444 - mmaction - INFO - Epoch [253][40/940] lr: 2.409e-04, eta: 1:43:35, time: 1.583, data_time: 0.006, memory: 9063, top1_acc: 0.6836, top5_acc: 0.8582, loss_cls: 1.3324, loss: 1.3324, grad_norm: 4.4400 2020-08-12 20:58:03,392 - mmaction - INFO - Epoch [253][60/940] lr: 2.409e-04, eta: 1:43:01, time: 1.695, data_time: 0.007, memory: 9063, top1_acc: 0.6891, top5_acc: 0.8576, loss_cls: 1.3246, loss: 1.3246, grad_norm: 4.3787 2020-08-12 20:58:35,335 - mmaction - INFO - Epoch [253][80/940] lr: 2.409e-04, eta: 1:42:28, time: 1.600, data_time: 0.007, memory: 9063, top1_acc: 0.6857, top5_acc: 0.8613, loss_cls: 1.3243, loss: 1.3243, grad_norm: 4.3992 2020-08-12 20:59:07,735 - mmaction - INFO - Epoch [253][100/940] lr: 2.409e-04, eta: 1:41:54, time: 1.618, data_time: 0.007, memory: 9063, top1_acc: 0.7041, top5_acc: 0.8686, loss_cls: 1.2592, loss: 1.2592, grad_norm: 4.2910 2020-08-12 20:59:40,335 - mmaction - INFO - Epoch [253][120/940] lr: 2.409e-04, eta: 1:41:21, time: 1.631, data_time: 0.006, memory: 9063, top1_acc: 0.6920, top5_acc: 0.8576, loss_cls: 1.3091, loss: 1.3091, grad_norm: 4.3275 2020-08-12 21:00:17,580 - mmaction - INFO - Epoch [253][140/940] lr: 2.409e-04, eta: 1:40:48, time: 1.851, data_time: 0.008, memory: 9063, top1_acc: 0.6934, top5_acc: 0.8621, loss_cls: 1.2982, loss: 1.2982, grad_norm: 4.3375 2020-08-12 21:00:48,382 - mmaction - INFO - Epoch [253][160/940] lr: 2.409e-04, eta: 1:40:14, time: 1.549, data_time: 0.028, memory: 9063, top1_acc: 0.7020, top5_acc: 0.8656, loss_cls: 1.2576, loss: 1.2576, grad_norm: 4.2399 2020-08-12 21:01:20,945 - mmaction - INFO - Epoch [253][180/940] lr: 2.409e-04, eta: 1:39:41, time: 1.630, data_time: 0.006, memory: 9063, top1_acc: 0.6998, top5_acc: 0.8613, loss_cls: 1.2665, loss: 1.2665, grad_norm: 4.2465 2020-08-12 21:01:54,077 - mmaction - INFO - Epoch [253][200/940] lr: 2.409e-04, eta: 1:39:07, time: 1.657, data_time: 0.005, memory: 9063, top1_acc: 0.6988, top5_acc: 0.8645, loss_cls: 1.2611, loss: 1.2611, grad_norm: 4.2992 2020-08-12 21:02:24,747 - mmaction - INFO - Epoch [253][220/940] lr: 2.409e-04, eta: 1:38:34, time: 1.533, data_time: 0.002, memory: 9063, top1_acc: 0.6975, top5_acc: 0.8586, loss_cls: 1.3017, loss: 1.3017, grad_norm: 4.3549 2020-08-12 21:02:57,210 - mmaction - INFO - Epoch [253][240/940] lr: 2.409e-04, eta: 1:38:00, time: 1.618, data_time: 0.007, memory: 9063, top1_acc: 0.6893, top5_acc: 0.8590, loss_cls: 1.3144, loss: 1.3144, grad_norm: 4.3444 2020-08-12 21:03:30,490 - mmaction - INFO - Epoch [253][260/940] lr: 2.409e-04, eta: 1:37:27, time: 1.669, data_time: 0.008, memory: 9063, top1_acc: 0.6914, top5_acc: 0.8680, loss_cls: 1.2731, loss: 1.2731, grad_norm: 4.3036 2020-08-12 21:04:01,864 - mmaction - INFO - Epoch [253][280/940] lr: 2.409e-04, eta: 1:36:53, time: 1.567, data_time: 0.005, memory: 9063, top1_acc: 0.6926, top5_acc: 0.8629, loss_cls: 1.2789, loss: 1.2789, grad_norm: 4.3230 2020-08-12 21:04:33,975 - mmaction - INFO - Epoch [253][300/940] lr: 2.409e-04, eta: 1:36:20, time: 1.608, data_time: 0.007, memory: 9063, top1_acc: 0.7021, top5_acc: 0.8709, loss_cls: 1.2545, loss: 1.2545, grad_norm: 4.2600 2020-08-12 21:05:06,554 - mmaction - INFO - Epoch [253][320/940] lr: 2.409e-04, eta: 1:35:47, time: 1.628, data_time: 0.005, memory: 9063, top1_acc: 0.7047, top5_acc: 0.8637, loss_cls: 1.2571, loss: 1.2571, grad_norm: 4.2444 2020-08-12 21:05:38,548 - mmaction - INFO - Epoch [253][340/940] lr: 2.409e-04, eta: 1:35:13, time: 1.599, data_time: 0.002, memory: 9063, top1_acc: 0.6953, top5_acc: 0.8705, loss_cls: 1.2781, loss: 1.2781, grad_norm: 4.3190 2020-08-12 21:06:11,653 - mmaction - INFO - Epoch [253][360/940] lr: 2.409e-04, eta: 1:34:40, time: 1.653, data_time: 0.007, memory: 9063, top1_acc: 0.7025, top5_acc: 0.8740, loss_cls: 1.2423, loss: 1.2423, grad_norm: 4.2885 2020-08-12 21:06:41,627 - mmaction - INFO - Epoch [253][380/940] lr: 2.409e-04, eta: 1:34:06, time: 1.501, data_time: 0.007, memory: 9063, top1_acc: 0.6869, top5_acc: 0.8619, loss_cls: 1.2977, loss: 1.2977, grad_norm: 4.3874 2020-08-12 21:07:12,922 - mmaction - INFO - Epoch [253][400/940] lr: 2.409e-04, eta: 1:33:33, time: 1.563, data_time: 0.006, memory: 9063, top1_acc: 0.6906, top5_acc: 0.8625, loss_cls: 1.3099, loss: 1.3099, grad_norm: 4.3915 2020-08-12 21:07:44,181 - mmaction - INFO - Epoch [253][420/940] lr: 2.409e-04, eta: 1:32:59, time: 1.565, data_time: 0.007, memory: 9063, top1_acc: 0.6969, top5_acc: 0.8658, loss_cls: 1.2623, loss: 1.2623, grad_norm: 4.3162 2020-08-12 21:08:15,766 - mmaction - INFO - Epoch [253][440/940] lr: 2.409e-04, eta: 1:32:26, time: 1.575, data_time: 0.005, memory: 9063, top1_acc: 0.7064, top5_acc: 0.8619, loss_cls: 1.2805, loss: 1.2805, grad_norm: 4.2951 2020-08-12 21:08:48,364 - mmaction - INFO - Epoch [253][460/940] lr: 2.409e-04, eta: 1:31:52, time: 1.633, data_time: 0.007, memory: 9063, top1_acc: 0.6912, top5_acc: 0.8580, loss_cls: 1.3053, loss: 1.3053, grad_norm: 4.3353 2020-08-12 21:09:20,090 - mmaction - INFO - Epoch [253][480/940] lr: 2.409e-04, eta: 1:31:19, time: 1.585, data_time: 0.007, memory: 9063, top1_acc: 0.6934, top5_acc: 0.8590, loss_cls: 1.2888, loss: 1.2888, grad_norm: 4.3710 2020-08-12 21:09:51,808 - mmaction - INFO - Epoch [253][500/940] lr: 2.409e-04, eta: 1:30:45, time: 1.588, data_time: 0.007, memory: 9063, top1_acc: 0.6937, top5_acc: 0.8574, loss_cls: 1.2784, loss: 1.2784, grad_norm: 4.3404 2020-08-12 21:10:22,426 - mmaction - INFO - Epoch [253][520/940] lr: 2.409e-04, eta: 1:30:12, time: 1.529, data_time: 0.007, memory: 9063, top1_acc: 0.7016, top5_acc: 0.8748, loss_cls: 1.2333, loss: 1.2333, grad_norm: 4.2873 2020-08-12 21:10:52,630 - mmaction - INFO - Epoch [253][540/940] lr: 2.409e-04, eta: 1:29:38, time: 1.513, data_time: 0.006, memory: 9063, top1_acc: 0.6955, top5_acc: 0.8586, loss_cls: 1.2874, loss: 1.2874, grad_norm: 4.3512 2020-08-12 21:11:22,781 - mmaction - INFO - Epoch [253][560/940] lr: 2.409e-04, eta: 1:29:05, time: 1.507, data_time: 0.005, memory: 9063, top1_acc: 0.6881, top5_acc: 0.8604, loss_cls: 1.3195, loss: 1.3195, grad_norm: 4.3809 2020-08-12 21:11:54,111 - mmaction - INFO - Epoch [253][580/940] lr: 2.409e-04, eta: 1:28:31, time: 1.566, data_time: 0.006, memory: 9063, top1_acc: 0.7006, top5_acc: 0.8719, loss_cls: 1.2401, loss: 1.2401, grad_norm: 4.3598 2020-08-12 21:12:25,904 - mmaction - INFO - Epoch [253][600/940] lr: 2.409e-04, eta: 1:27:58, time: 1.588, data_time: 0.006, memory: 9063, top1_acc: 0.6865, top5_acc: 0.8605, loss_cls: 1.3082, loss: 1.3082, grad_norm: 4.4194 2020-08-12 21:12:58,206 - mmaction - INFO - Epoch [253][620/940] lr: 2.409e-04, eta: 1:27:25, time: 1.617, data_time: 0.006, memory: 9063, top1_acc: 0.7059, top5_acc: 0.8719, loss_cls: 1.2483, loss: 1.2483, grad_norm: 4.3584 2020-08-12 21:13:29,079 - mmaction - INFO - Epoch [253][640/940] lr: 2.409e-04, eta: 1:26:51, time: 1.542, data_time: 0.004, memory: 9063, top1_acc: 0.6957, top5_acc: 0.8660, loss_cls: 1.2768, loss: 1.2768, grad_norm: 4.3237 2020-08-12 21:15:56,289 - mmaction - INFO - Epoch [253][660/940] lr: 2.409e-04, eta: 1:26:18, time: 1.596, data_time: 0.005, memory: 9063, top1_acc: 0.6865, top5_acc: 0.8547, loss_cls: 1.3056, loss: 1.3056, grad_norm: 4.3587 2020-08-12 21:16:20,695 - mmaction - INFO - Epoch [253][680/940] lr: 2.409e-04, eta: 1:25:47, time: 6.985, data_time: 5.771, memory: 9063, top1_acc: 0.6854, top5_acc: 0.8645, loss_cls: 1.3063, loss: 1.3063, grad_norm: 4.3651 2020-08-12 21:16:45,784 - mmaction - INFO - Epoch [253][700/940] lr: 2.409e-04, eta: 1:25:13, time: 1.253, data_time: 0.008, memory: 9063, top1_acc: 0.7055, top5_acc: 0.8684, loss_cls: 1.2451, loss: 1.2451, grad_norm: 4.2815 2020-08-12 21:17:13,849 - mmaction - INFO - Epoch [253][720/940] lr: 2.409e-04, eta: 1:24:40, time: 1.405, data_time: 0.005, memory: 9063, top1_acc: 0.6891, top5_acc: 0.8574, loss_cls: 1.2991, loss: 1.2991, grad_norm: 4.3980 2020-08-12 21:17:41,655 - mmaction - INFO - Epoch [253][740/940] lr: 2.409e-04, eta: 1:24:06, time: 1.388, data_time: 0.005, memory: 9063, top1_acc: 0.7143, top5_acc: 0.8691, loss_cls: 1.2323, loss: 1.2323, grad_norm: 4.2920 2020-08-12 21:18:11,345 - mmaction - INFO - Epoch [253][760/940] lr: 2.409e-04, eta: 1:23:33, time: 1.487, data_time: 0.007, memory: 9063, top1_acc: 0.6891, top5_acc: 0.8648, loss_cls: 1.2946, loss: 1.2946, grad_norm: 4.4545 2020-08-12 21:18:38,807 - mmaction - INFO - Epoch [253][780/940] lr: 2.409e-04, eta: 1:22:59, time: 1.371, data_time: 0.005, memory: 9063, top1_acc: 0.6984, top5_acc: 0.8611, loss_cls: 1.2852, loss: 1.2852, grad_norm: 4.3366 2020-08-12 21:19:09,797 - mmaction - INFO - Epoch [253][800/940] lr: 2.409e-04, eta: 1:22:26, time: 1.551, data_time: 0.006, memory: 9063, top1_acc: 0.6986, top5_acc: 0.8746, loss_cls: 1.2471, loss: 1.2471, grad_norm: 4.3239 2020-08-12 21:19:41,567 - mmaction - INFO - Epoch [253][820/940] lr: 2.409e-04, eta: 1:21:52, time: 1.588, data_time: 0.005, memory: 9063, top1_acc: 0.6914, top5_acc: 0.8637, loss_cls: 1.2999, loss: 1.2999, grad_norm: 4.4208 2020-08-12 21:20:13,516 - mmaction - INFO - Epoch [253][840/940] lr: 2.409e-04, eta: 1:21:19, time: 1.594, data_time: 0.004, memory: 9063, top1_acc: 0.6969, top5_acc: 0.8668, loss_cls: 1.2700, loss: 1.2700, grad_norm: 4.3487 2020-08-12 21:20:46,348 - mmaction - INFO - Epoch [253][860/940] lr: 2.409e-04, eta: 1:20:45, time: 1.646, data_time: 0.007, memory: 9063, top1_acc: 0.6982, top5_acc: 0.8676, loss_cls: 1.2652, loss: 1.2652, grad_norm: 4.2420 2020-08-12 21:21:18,973 - mmaction - INFO - Epoch [253][880/940] lr: 2.409e-04, eta: 1:20:12, time: 1.627, data_time: 0.005, memory: 9063, top1_acc: 0.6998, top5_acc: 0.8602, loss_cls: 1.2862, loss: 1.2862, grad_norm: 4.2989 2020-08-12 21:21:52,373 - mmaction - INFO - Epoch [253][900/940] lr: 2.409e-04, eta: 1:19:39, time: 1.673, data_time: 0.007, memory: 9063, top1_acc: 0.7063, top5_acc: 0.8627, loss_cls: 1.2610, loss: 1.2610, grad_norm: 4.2747 2020-08-12 21:22:24,460 - mmaction - INFO - Epoch [253][920/940] lr: 2.409e-04, eta: 1:19:05, time: 1.605, data_time: 0.009, memory: 9063, top1_acc: 0.6836, top5_acc: 0.8623, loss_cls: 1.3030, loss: 1.3030, grad_norm: 4.3656 2020-08-12 21:22:55,196 - mmaction - INFO - Epoch [253][940/940] lr: 2.409e-04, eta: 1:18:32, time: 1.535, data_time: 0.006, memory: 9063, top1_acc: 0.6958, top5_acc: 0.8642, loss_cls: 1.2789, loss: 1.2789, grad_norm: 4.3585 2020-08-12 21:23:37,189 - mmaction - INFO - Epoch [254][20/940] lr: 1.355e-04, eta: 1:17:58, time: 2.079, data_time: 0.640, memory: 9063, top1_acc: 0.6945, top5_acc: 0.8668, loss_cls: 1.2729, loss: 1.2729, grad_norm: 4.4203 2020-08-12 21:24:08,876 - mmaction - INFO - Epoch [254][40/940] lr: 1.355e-04, eta: 1:17:25, time: 1.586, data_time: 0.005, memory: 9063, top1_acc: 0.6898, top5_acc: 0.8656, loss_cls: 1.2903, loss: 1.2903, grad_norm: 4.4089 2020-08-12 21:24:42,762 - mmaction - INFO - Epoch [254][60/940] lr: 1.355e-04, eta: 1:16:51, time: 1.692, data_time: 0.007, memory: 9063, top1_acc: 0.6945, top5_acc: 0.8645, loss_cls: 1.2748, loss: 1.2748, grad_norm: 4.2990 2020-08-12 21:25:16,814 - mmaction - INFO - Epoch [254][80/940] lr: 1.355e-04, eta: 1:16:18, time: 1.704, data_time: 0.007, memory: 9063, top1_acc: 0.6908, top5_acc: 0.8598, loss_cls: 1.3048, loss: 1.3048, grad_norm: 4.3463 2020-08-12 21:25:50,152 - mmaction - INFO - Epoch [254][100/940] lr: 1.355e-04, eta: 1:15:45, time: 1.668, data_time: 0.005, memory: 9063, top1_acc: 0.6893, top5_acc: 0.8609, loss_cls: 1.2993, loss: 1.2993, grad_norm: 4.3703 2020-08-12 21:26:25,186 - mmaction - INFO - Epoch [254][120/940] lr: 1.355e-04, eta: 1:15:11, time: 1.751, data_time: 0.009, memory: 9063, top1_acc: 0.6984, top5_acc: 0.8637, loss_cls: 1.2866, loss: 1.2866, grad_norm: 4.3100 2020-08-12 21:26:59,997 - mmaction - INFO - Epoch [254][140/940] lr: 1.355e-04, eta: 1:14:38, time: 1.741, data_time: 0.005, memory: 9063, top1_acc: 0.6932, top5_acc: 0.8609, loss_cls: 1.2859, loss: 1.2859, grad_norm: 4.3199 2020-08-12 21:27:32,927 - mmaction - INFO - Epoch [254][160/940] lr: 1.355e-04, eta: 1:14:04, time: 1.645, data_time: 0.005, memory: 9063, top1_acc: 0.6910, top5_acc: 0.8547, loss_cls: 1.3214, loss: 1.3214, grad_norm: 4.3541 2020-08-12 21:28:06,686 - mmaction - INFO - Epoch [254][180/940] lr: 1.355e-04, eta: 1:13:31, time: 1.689, data_time: 0.005, memory: 9063, top1_acc: 0.6920, top5_acc: 0.8648, loss_cls: 1.2885, loss: 1.2885, grad_norm: 4.3497 2020-08-12 21:28:40,622 - mmaction - INFO - Epoch [254][200/940] lr: 1.355e-04, eta: 1:12:58, time: 1.695, data_time: 0.008, memory: 9063, top1_acc: 0.6920, top5_acc: 0.8621, loss_cls: 1.2851, loss: 1.2851, grad_norm: 4.3985 2020-08-12 21:29:14,873 - mmaction - INFO - Epoch [254][220/940] lr: 1.355e-04, eta: 1:12:24, time: 1.715, data_time: 0.007, memory: 9063, top1_acc: 0.7049, top5_acc: 0.8660, loss_cls: 1.2578, loss: 1.2578, grad_norm: 4.3081 2020-08-12 21:29:48,340 - mmaction - INFO - Epoch [254][240/940] lr: 1.355e-04, eta: 1:11:51, time: 1.671, data_time: 0.005, memory: 9063, top1_acc: 0.6900, top5_acc: 0.8600, loss_cls: 1.2880, loss: 1.2880, grad_norm: 4.3480 2020-08-12 21:30:20,317 - mmaction - INFO - Epoch [254][260/940] lr: 1.355e-04, eta: 1:11:17, time: 1.598, data_time: 0.007, memory: 9063, top1_acc: 0.7053, top5_acc: 0.8604, loss_cls: 1.2678, loss: 1.2678, grad_norm: 4.2758 2020-08-12 21:30:53,598 - mmaction - INFO - Epoch [254][280/940] lr: 1.355e-04, eta: 1:10:44, time: 1.667, data_time: 0.007, memory: 9063, top1_acc: 0.6928, top5_acc: 0.8584, loss_cls: 1.2961, loss: 1.2961, grad_norm: 4.3710 2020-08-12 21:31:25,914 - mmaction - INFO - Epoch [254][300/940] lr: 1.355e-04, eta: 1:10:10, time: 1.614, data_time: 0.005, memory: 9063, top1_acc: 0.6943, top5_acc: 0.8631, loss_cls: 1.2851, loss: 1.2851, grad_norm: 4.3619 2020-08-12 21:32:00,367 - mmaction - INFO - Epoch [254][320/940] lr: 1.355e-04, eta: 1:09:37, time: 1.723, data_time: 0.006, memory: 9063, top1_acc: 0.6920, top5_acc: 0.8660, loss_cls: 1.2863, loss: 1.2863, grad_norm: 4.3885 2020-08-12 21:32:32,053 - mmaction - INFO - Epoch [254][340/940] lr: 1.355e-04, eta: 1:09:04, time: 1.581, data_time: 0.006, memory: 9063, top1_acc: 0.6963, top5_acc: 0.8621, loss_cls: 1.2629, loss: 1.2629, grad_norm: 4.3532 2020-08-12 21:33:04,117 - mmaction - INFO - Epoch [254][360/940] lr: 1.355e-04, eta: 1:08:30, time: 1.604, data_time: 0.007, memory: 9063, top1_acc: 0.6898, top5_acc: 0.8639, loss_cls: 1.3036, loss: 1.3036, grad_norm: 4.4074 2020-08-12 21:33:37,105 - mmaction - INFO - Epoch [254][380/940] lr: 1.355e-04, eta: 1:07:57, time: 1.653, data_time: 0.006, memory: 9063, top1_acc: 0.6996, top5_acc: 0.8674, loss_cls: 1.2698, loss: 1.2698, grad_norm: 4.3409 2020-08-12 21:34:10,349 - mmaction - INFO - Epoch [254][400/940] lr: 1.355e-04, eta: 1:07:23, time: 1.656, data_time: 0.004, memory: 9063, top1_acc: 0.7066, top5_acc: 0.8762, loss_cls: 1.2350, loss: 1.2350, grad_norm: 4.3467 2020-08-12 21:34:40,599 - mmaction - INFO - Epoch [254][420/940] lr: 1.355e-04, eta: 1:06:50, time: 1.518, data_time: 0.008, memory: 9063, top1_acc: 0.6918, top5_acc: 0.8602, loss_cls: 1.2934, loss: 1.2934, grad_norm: 4.3541 2020-08-12 21:35:13,910 - mmaction - INFO - Epoch [254][440/940] lr: 1.355e-04, eta: 1:06:16, time: 1.664, data_time: 0.006, memory: 9063, top1_acc: 0.6881, top5_acc: 0.8582, loss_cls: 1.2803, loss: 1.2803, grad_norm: 4.3159 2020-08-12 21:35:44,872 - mmaction - INFO - Epoch [254][460/940] lr: 1.355e-04, eta: 1:05:43, time: 1.550, data_time: 0.006, memory: 9063, top1_acc: 0.7023, top5_acc: 0.8748, loss_cls: 1.2362, loss: 1.2362, grad_norm: 4.3645 2020-08-12 21:36:18,298 - mmaction - INFO - Epoch [254][480/940] lr: 1.355e-04, eta: 1:05:10, time: 1.668, data_time: 0.007, memory: 9063, top1_acc: 0.6949, top5_acc: 0.8660, loss_cls: 1.2921, loss: 1.2921, grad_norm: 4.3684 2020-08-12 21:36:49,391 - mmaction - INFO - Epoch [254][500/940] lr: 1.355e-04, eta: 1:04:36, time: 1.557, data_time: 0.007, memory: 9063, top1_acc: 0.6963, top5_acc: 0.8678, loss_cls: 1.2601, loss: 1.2601, grad_norm: 4.2985 2020-08-12 21:37:21,912 - mmaction - INFO - Epoch [254][520/940] lr: 1.355e-04, eta: 1:04:03, time: 1.622, data_time: 0.007, memory: 9063, top1_acc: 0.7070, top5_acc: 0.8693, loss_cls: 1.2560, loss: 1.2560, grad_norm: 4.3008 2020-08-12 21:37:54,184 - mmaction - INFO - Epoch [254][540/940] lr: 1.355e-04, eta: 1:03:29, time: 1.618, data_time: 0.007, memory: 9063, top1_acc: 0.6883, top5_acc: 0.8639, loss_cls: 1.2844, loss: 1.2844, grad_norm: 4.4493 2020-08-12 21:38:26,797 - mmaction - INFO - Epoch [254][560/940] lr: 1.355e-04, eta: 1:02:56, time: 1.629, data_time: 0.005, memory: 9063, top1_acc: 0.7018, top5_acc: 0.8680, loss_cls: 1.2601, loss: 1.2601, grad_norm: 4.2549 2020-08-12 21:38:59,632 - mmaction - INFO - Epoch [254][580/940] lr: 1.355e-04, eta: 1:02:22, time: 1.641, data_time: 0.005, memory: 9063, top1_acc: 0.6998, top5_acc: 0.8771, loss_cls: 1.2387, loss: 1.2387, grad_norm: 4.2940 2020-08-12 21:39:31,676 - mmaction - INFO - Epoch [254][600/940] lr: 1.355e-04, eta: 1:01:49, time: 1.604, data_time: 0.008, memory: 9063, top1_acc: 0.6912, top5_acc: 0.8691, loss_cls: 1.2738, loss: 1.2738, grad_norm: 4.4076 2020-08-12 21:40:03,055 - mmaction - INFO - Epoch [254][620/940] lr: 1.355e-04, eta: 1:01:15, time: 1.570, data_time: 0.005, memory: 9063, top1_acc: 0.6928, top5_acc: 0.8613, loss_cls: 1.2734, loss: 1.2734, grad_norm: 4.3941 2020-08-12 21:40:35,174 - mmaction - INFO - Epoch [254][640/940] lr: 1.355e-04, eta: 1:00:42, time: 1.605, data_time: 0.002, memory: 9063, top1_acc: 0.6891, top5_acc: 0.8613, loss_cls: 1.2980, loss: 1.2980, grad_norm: 4.3143 2020-08-12 21:41:06,410 - mmaction - INFO - Epoch [254][660/940] lr: 1.355e-04, eta: 1:00:09, time: 1.562, data_time: 0.003, memory: 9063, top1_acc: 0.6867, top5_acc: 0.8660, loss_cls: 1.2838, loss: 1.2838, grad_norm: 4.3747 2020-08-12 21:41:38,952 - mmaction - INFO - Epoch [254][680/940] lr: 1.355e-04, eta: 0:59:35, time: 1.624, data_time: 0.009, memory: 9063, top1_acc: 0.6934, top5_acc: 0.8592, loss_cls: 1.2995, loss: 1.2995, grad_norm: 4.3796 2020-08-12 21:42:11,924 - mmaction - INFO - Epoch [254][700/940] lr: 1.355e-04, eta: 0:59:02, time: 1.651, data_time: 0.006, memory: 9063, top1_acc: 0.6980, top5_acc: 0.8715, loss_cls: 1.2514, loss: 1.2514, grad_norm: 4.3988 2020-08-12 21:42:42,742 - mmaction - INFO - Epoch [254][720/940] lr: 1.355e-04, eta: 0:58:28, time: 1.540, data_time: 0.007, memory: 9063, top1_acc: 0.6941, top5_acc: 0.8691, loss_cls: 1.2803, loss: 1.2803, grad_norm: 4.3697 2020-08-12 21:43:14,445 - mmaction - INFO - Epoch [254][740/940] lr: 1.355e-04, eta: 0:57:55, time: 1.587, data_time: 0.005, memory: 9063, top1_acc: 0.6920, top5_acc: 0.8639, loss_cls: 1.2909, loss: 1.2909, grad_norm: 4.3005 2020-08-12 21:43:45,768 - mmaction - INFO - Epoch [254][760/940] lr: 1.355e-04, eta: 0:57:21, time: 1.565, data_time: 0.008, memory: 9063, top1_acc: 0.6805, top5_acc: 0.8564, loss_cls: 1.3407, loss: 1.3407, grad_norm: 4.4474 2020-08-12 21:44:18,226 - mmaction - INFO - Epoch [254][780/940] lr: 1.355e-04, eta: 0:56:48, time: 1.623, data_time: 0.005, memory: 9063, top1_acc: 0.6975, top5_acc: 0.8645, loss_cls: 1.2690, loss: 1.2690, grad_norm: 4.3032 2020-08-12 21:44:50,558 - mmaction - INFO - Epoch [254][800/940] lr: 1.355e-04, eta: 0:56:14, time: 1.615, data_time: 0.006, memory: 9063, top1_acc: 0.7023, top5_acc: 0.8660, loss_cls: 1.2701, loss: 1.2701, grad_norm: 4.3386 2020-08-12 21:45:22,042 - mmaction - INFO - Epoch [254][820/940] lr: 1.355e-04, eta: 0:55:41, time: 1.576, data_time: 0.006, memory: 9063, top1_acc: 0.7006, top5_acc: 0.8664, loss_cls: 1.2578, loss: 1.2578, grad_norm: 4.2942 2020-08-12 21:45:53,625 - mmaction - INFO - Epoch [254][840/940] lr: 1.355e-04, eta: 0:55:08, time: 1.581, data_time: 0.006, memory: 9063, top1_acc: 0.6951, top5_acc: 0.8715, loss_cls: 1.2543, loss: 1.2543, grad_norm: 4.3663 2020-08-12 21:46:25,297 - mmaction - INFO - Epoch [254][860/940] lr: 1.355e-04, eta: 0:54:34, time: 1.581, data_time: 0.004, memory: 9063, top1_acc: 0.6959, top5_acc: 0.8705, loss_cls: 1.2543, loss: 1.2543, grad_norm: 4.4125 2020-08-12 21:46:57,976 - mmaction - INFO - Epoch [254][880/940] lr: 1.355e-04, eta: 0:54:01, time: 1.635, data_time: 0.007, memory: 9063, top1_acc: 0.6937, top5_acc: 0.8621, loss_cls: 1.2884, loss: 1.2884, grad_norm: 4.3638 2020-08-12 21:47:28,830 - mmaction - INFO - Epoch [254][900/940] lr: 1.355e-04, eta: 0:53:27, time: 1.543, data_time: 0.009, memory: 9063, top1_acc: 0.6910, top5_acc: 0.8588, loss_cls: 1.3022, loss: 1.3022, grad_norm: 4.3603 2020-08-12 21:48:00,726 - mmaction - INFO - Epoch [254][920/940] lr: 1.355e-04, eta: 0:52:54, time: 1.590, data_time: 0.003, memory: 9063, top1_acc: 0.6990, top5_acc: 0.8588, loss_cls: 1.2798, loss: 1.2798, grad_norm: 4.3313 2020-08-12 21:48:31,303 - mmaction - INFO - Epoch [254][940/940] lr: 1.355e-04, eta: 0:52:20, time: 1.532, data_time: 0.009, memory: 9063, top1_acc: 0.6812, top5_acc: 0.8616, loss_cls: 1.3307, loss: 1.3307, grad_norm: 4.4878 2020-08-12 21:49:09,718 - mmaction - INFO - Epoch [255][20/940] lr: 6.024e-05, eta: 0:51:47, time: 1.900, data_time: 0.438, memory: 9063, top1_acc: 0.6945, top5_acc: 0.8682, loss_cls: 1.2873, loss: 1.2873, grad_norm: 4.3725 2020-08-12 21:49:40,943 - mmaction - INFO - Epoch [255][40/940] lr: 6.024e-05, eta: 0:51:14, time: 1.563, data_time: 0.007, memory: 9063, top1_acc: 0.7088, top5_acc: 0.8732, loss_cls: 1.2304, loss: 1.2304, grad_norm: 4.2858 2020-08-12 21:50:11,609 - mmaction - INFO - Epoch [255][60/940] lr: 6.024e-05, eta: 0:50:40, time: 1.533, data_time: 0.006, memory: 9063, top1_acc: 0.6930, top5_acc: 0.8625, loss_cls: 1.2829, loss: 1.2829, grad_norm: 4.3649 2020-08-12 21:50:42,797 - mmaction - INFO - Epoch [255][80/940] lr: 6.024e-05, eta: 0:50:07, time: 1.559, data_time: 0.002, memory: 9063, top1_acc: 0.6971, top5_acc: 0.8611, loss_cls: 1.3075, loss: 1.3075, grad_norm: 4.3369 2020-08-12 21:51:14,129 - mmaction - INFO - Epoch [255][100/940] lr: 6.024e-05, eta: 0:49:33, time: 1.565, data_time: 0.007, memory: 9063, top1_acc: 0.6887, top5_acc: 0.8656, loss_cls: 1.2738, loss: 1.2738, grad_norm: 4.3703 2020-08-12 21:51:45,877 - mmaction - INFO - Epoch [255][120/940] lr: 6.024e-05, eta: 0:49:00, time: 1.589, data_time: 0.006, memory: 9063, top1_acc: 0.6852, top5_acc: 0.8633, loss_cls: 1.2977, loss: 1.2977, grad_norm: 4.3567 2020-08-12 21:52:16,604 - mmaction - INFO - Epoch [255][140/940] lr: 6.024e-05, eta: 0:48:26, time: 1.534, data_time: 0.007, memory: 9063, top1_acc: 0.7049, top5_acc: 0.8707, loss_cls: 1.2439, loss: 1.2439, grad_norm: 4.2997 2020-08-12 21:52:48,249 - mmaction - INFO - Epoch [255][160/940] lr: 6.024e-05, eta: 0:47:53, time: 1.582, data_time: 0.006, memory: 9063, top1_acc: 0.6877, top5_acc: 0.8613, loss_cls: 1.2944, loss: 1.2944, grad_norm: 4.3358 2020-08-12 21:53:20,252 - mmaction - INFO - Epoch [255][180/940] lr: 6.024e-05, eta: 0:47:19, time: 1.600, data_time: 0.006, memory: 9063, top1_acc: 0.7035, top5_acc: 0.8758, loss_cls: 1.2256, loss: 1.2256, grad_norm: 4.3200 2020-08-12 21:53:52,167 - mmaction - INFO - Epoch [255][200/940] lr: 6.024e-05, eta: 0:46:46, time: 1.597, data_time: 0.006, memory: 9063, top1_acc: 0.6971, top5_acc: 0.8664, loss_cls: 1.2841, loss: 1.2841, grad_norm: 4.4091 2020-08-12 21:54:23,538 - mmaction - INFO - Epoch [255][220/940] lr: 6.024e-05, eta: 0:46:13, time: 1.568, data_time: 0.009, memory: 9063, top1_acc: 0.7043, top5_acc: 0.8646, loss_cls: 1.2612, loss: 1.2612, grad_norm: 4.2828 2020-08-12 21:54:54,421 - mmaction - INFO - Epoch [255][240/940] lr: 6.024e-05, eta: 0:45:39, time: 1.545, data_time: 0.005, memory: 9063, top1_acc: 0.6896, top5_acc: 0.8570, loss_cls: 1.2917, loss: 1.2917, grad_norm: 4.3201 2020-08-12 21:55:26,620 - mmaction - INFO - Epoch [255][260/940] lr: 6.024e-05, eta: 0:45:06, time: 1.608, data_time: 0.008, memory: 9063, top1_acc: 0.7100, top5_acc: 0.8736, loss_cls: 1.2285, loss: 1.2285, grad_norm: 4.2511 2020-08-12 21:55:57,689 - mmaction - INFO - Epoch [255][280/940] lr: 6.024e-05, eta: 0:44:32, time: 1.556, data_time: 0.007, memory: 9063, top1_acc: 0.7072, top5_acc: 0.8660, loss_cls: 1.2410, loss: 1.2410, grad_norm: 4.3223 2020-08-12 21:56:28,903 - mmaction - INFO - Epoch [255][300/940] lr: 6.024e-05, eta: 0:43:59, time: 1.559, data_time: 0.005, memory: 9063, top1_acc: 0.6881, top5_acc: 0.8664, loss_cls: 1.2874, loss: 1.2874, grad_norm: 4.3698 2020-08-12 21:57:00,531 - mmaction - INFO - Epoch [255][320/940] lr: 6.024e-05, eta: 0:43:25, time: 1.582, data_time: 0.005, memory: 9063, top1_acc: 0.6971, top5_acc: 0.8713, loss_cls: 1.2570, loss: 1.2570, grad_norm: 4.3066 2020-08-12 21:57:29,921 - mmaction - INFO - Epoch [255][340/940] lr: 6.024e-05, eta: 0:42:52, time: 1.467, data_time: 0.005, memory: 9063, top1_acc: 0.6920, top5_acc: 0.8586, loss_cls: 1.3095, loss: 1.3095, grad_norm: 4.3656 2020-08-12 21:57:59,912 - mmaction - INFO - Epoch [255][360/940] lr: 6.024e-05, eta: 0:42:18, time: 1.502, data_time: 0.008, memory: 9063, top1_acc: 0.6953, top5_acc: 0.8646, loss_cls: 1.2747, loss: 1.2747, grad_norm: 4.3278 2020-08-12 21:58:31,940 - mmaction - INFO - Epoch [255][380/940] lr: 6.024e-05, eta: 0:41:45, time: 1.601, data_time: 0.005, memory: 9063, top1_acc: 0.6908, top5_acc: 0.8654, loss_cls: 1.2930, loss: 1.2930, grad_norm: 4.3357 2020-08-12 21:59:01,352 - mmaction - INFO - Epoch [255][400/940] lr: 6.024e-05, eta: 0:41:12, time: 1.468, data_time: 0.002, memory: 9063, top1_acc: 0.6873, top5_acc: 0.8656, loss_cls: 1.2806, loss: 1.2806, grad_norm: 4.3937 2020-08-12 21:59:33,166 - mmaction - INFO - Epoch [255][420/940] lr: 6.024e-05, eta: 0:40:38, time: 1.588, data_time: 0.007, memory: 9063, top1_acc: 0.6969, top5_acc: 0.8654, loss_cls: 1.2811, loss: 1.2811, grad_norm: 4.3487 2020-08-12 22:00:13,088 - mmaction - INFO - Epoch [255][440/940] lr: 6.024e-05, eta: 0:40:05, time: 1.974, data_time: 0.009, memory: 9063, top1_acc: 0.6979, top5_acc: 0.8684, loss_cls: 1.2531, loss: 1.2531, grad_norm: 4.3443 2020-08-12 22:00:41,829 - mmaction - INFO - Epoch [255][460/940] lr: 6.024e-05, eta: 0:39:31, time: 1.464, data_time: 0.037, memory: 9063, top1_acc: 0.6949, top5_acc: 0.8643, loss_cls: 1.2729, loss: 1.2729, grad_norm: 4.3445 2020-08-12 22:01:10,479 - mmaction - INFO - Epoch [255][480/940] lr: 6.024e-05, eta: 0:38:58, time: 1.431, data_time: 0.007, memory: 9063, top1_acc: 0.6850, top5_acc: 0.8629, loss_cls: 1.3344, loss: 1.3344, grad_norm: 4.4385 2020-08-12 22:01:41,570 - mmaction - INFO - Epoch [255][500/940] lr: 6.024e-05, eta: 0:38:24, time: 1.557, data_time: 0.007, memory: 9063, top1_acc: 0.7066, top5_acc: 0.8717, loss_cls: 1.2334, loss: 1.2334, grad_norm: 4.2939 2020-08-12 22:02:12,170 - mmaction - INFO - Epoch [255][520/940] lr: 6.024e-05, eta: 0:37:51, time: 1.525, data_time: 0.005, memory: 9063, top1_acc: 0.6973, top5_acc: 0.8664, loss_cls: 1.2730, loss: 1.2730, grad_norm: 4.3830 2020-08-12 22:02:42,072 - mmaction - INFO - Epoch [255][540/940] lr: 6.024e-05, eta: 0:37:18, time: 1.500, data_time: 0.008, memory: 9063, top1_acc: 0.6934, top5_acc: 0.8527, loss_cls: 1.3144, loss: 1.3144, grad_norm: 4.3436 2020-08-12 22:03:12,999 - mmaction - INFO - Epoch [255][560/940] lr: 6.024e-05, eta: 0:36:44, time: 1.547, data_time: 0.002, memory: 9063, top1_acc: 0.6941, top5_acc: 0.8695, loss_cls: 1.2633, loss: 1.2633, grad_norm: 4.3990 2020-08-12 22:03:45,232 - mmaction - INFO - Epoch [255][580/940] lr: 6.024e-05, eta: 0:36:11, time: 1.612, data_time: 0.005, memory: 9063, top1_acc: 0.6936, top5_acc: 0.8648, loss_cls: 1.2889, loss: 1.2889, grad_norm: 4.3730 2020-08-12 22:04:15,963 - mmaction - INFO - Epoch [255][600/940] lr: 6.024e-05, eta: 0:35:37, time: 1.536, data_time: 0.003, memory: 9063, top1_acc: 0.6912, top5_acc: 0.8662, loss_cls: 1.2869, loss: 1.2869, grad_norm: 4.4324 2020-08-12 22:04:47,776 - mmaction - INFO - Epoch [255][620/940] lr: 6.024e-05, eta: 0:35:04, time: 1.590, data_time: 0.007, memory: 9063, top1_acc: 0.6936, top5_acc: 0.8600, loss_cls: 1.2851, loss: 1.2851, grad_norm: 4.2951 2020-08-12 22:05:19,014 - mmaction - INFO - Epoch [255][640/940] lr: 6.024e-05, eta: 0:34:30, time: 1.561, data_time: 0.005, memory: 9063, top1_acc: 0.6904, top5_acc: 0.8566, loss_cls: 1.3230, loss: 1.3230, grad_norm: 4.3340 2020-08-12 22:05:49,674 - mmaction - INFO - Epoch [255][660/940] lr: 6.024e-05, eta: 0:33:57, time: 1.532, data_time: 0.005, memory: 9063, top1_acc: 0.6934, top5_acc: 0.8662, loss_cls: 1.2759, loss: 1.2759, grad_norm: 4.3562 2020-08-12 22:06:20,260 - mmaction - INFO - Epoch [255][680/940] lr: 6.024e-05, eta: 0:33:24, time: 1.527, data_time: 0.008, memory: 9063, top1_acc: 0.7027, top5_acc: 0.8641, loss_cls: 1.2599, loss: 1.2599, grad_norm: 4.3184 2020-08-12 22:06:51,493 - mmaction - INFO - Epoch [255][700/940] lr: 6.024e-05, eta: 0:32:50, time: 1.567, data_time: 0.008, memory: 9063, top1_acc: 0.6971, top5_acc: 0.8645, loss_cls: 1.2795, loss: 1.2795, grad_norm: 4.3458 2020-08-12 22:07:21,348 - mmaction - INFO - Epoch [255][720/940] lr: 6.024e-05, eta: 0:32:17, time: 1.490, data_time: 0.007, memory: 9063, top1_acc: 0.6813, top5_acc: 0.8570, loss_cls: 1.3146, loss: 1.3146, grad_norm: 4.3866 2020-08-12 22:07:52,733 - mmaction - INFO - Epoch [255][740/940] lr: 6.024e-05, eta: 0:31:43, time: 1.572, data_time: 0.006, memory: 9063, top1_acc: 0.7104, top5_acc: 0.8723, loss_cls: 1.2088, loss: 1.2088, grad_norm: 4.2286 2020-08-12 22:08:23,513 - mmaction - INFO - Epoch [255][760/940] lr: 6.024e-05, eta: 0:31:10, time: 1.533, data_time: 0.005, memory: 9063, top1_acc: 0.6930, top5_acc: 0.8621, loss_cls: 1.2824, loss: 1.2824, grad_norm: 4.3686 2020-08-12 22:08:55,183 - mmaction - INFO - Epoch [255][780/940] lr: 6.024e-05, eta: 0:30:36, time: 1.589, data_time: 0.009, memory: 9063, top1_acc: 0.7006, top5_acc: 0.8637, loss_cls: 1.2626, loss: 1.2626, grad_norm: 4.2430 2020-08-12 22:09:27,786 - mmaction - INFO - Epoch [255][800/940] lr: 6.024e-05, eta: 0:30:03, time: 1.630, data_time: 0.002, memory: 9063, top1_acc: 0.7037, top5_acc: 0.8705, loss_cls: 1.2137, loss: 1.2137, grad_norm: 4.1663 2020-08-12 22:09:57,805 - mmaction - INFO - Epoch [255][820/940] lr: 6.024e-05, eta: 0:29:30, time: 1.501, data_time: 0.005, memory: 9063, top1_acc: 0.7004, top5_acc: 0.8670, loss_cls: 1.2593, loss: 1.2593, grad_norm: 4.3002 2020-08-12 22:10:29,667 - mmaction - INFO - Epoch [255][840/940] lr: 6.024e-05, eta: 0:28:56, time: 1.591, data_time: 0.002, memory: 9063, top1_acc: 0.6959, top5_acc: 0.8648, loss_cls: 1.2844, loss: 1.2844, grad_norm: 4.3345 2020-08-12 22:10:59,297 - mmaction - INFO - Epoch [255][860/940] lr: 6.024e-05, eta: 0:28:23, time: 1.481, data_time: 0.007, memory: 9063, top1_acc: 0.6982, top5_acc: 0.8617, loss_cls: 1.2947, loss: 1.2947, grad_norm: 4.2888 2020-08-12 22:11:30,263 - mmaction - INFO - Epoch [255][880/940] lr: 6.024e-05, eta: 0:27:49, time: 1.551, data_time: 0.006, memory: 9063, top1_acc: 0.6969, top5_acc: 0.8668, loss_cls: 1.2503, loss: 1.2503, grad_norm: 4.2975 2020-08-12 22:12:01,213 - mmaction - INFO - Epoch [255][900/940] lr: 6.024e-05, eta: 0:27:16, time: 1.544, data_time: 0.004, memory: 9063, top1_acc: 0.6883, top5_acc: 0.8588, loss_cls: 1.3022, loss: 1.3022, grad_norm: 4.4921 2020-08-12 22:12:32,961 - mmaction - INFO - Epoch [255][920/940] lr: 6.024e-05, eta: 0:26:43, time: 1.586, data_time: 0.007, memory: 9063, top1_acc: 0.6939, top5_acc: 0.8586, loss_cls: 1.2984, loss: 1.2984, grad_norm: 4.4163 2020-08-12 22:13:03,977 - mmaction - INFO - Epoch [255][940/940] lr: 6.024e-05, eta: 0:26:09, time: 1.555, data_time: 0.006, memory: 9063, top1_acc: 0.6918, top5_acc: 0.8594, loss_cls: 1.2940, loss: 1.2940, grad_norm: 4.3847 2020-08-12 22:13:46,421 - mmaction - INFO - Epoch [256][20/940] lr: 1.506e-05, eta: 0:25:36, time: 2.097, data_time: 0.621, memory: 9063, top1_acc: 0.6912, top5_acc: 0.8646, loss_cls: 1.2893, loss: 1.2893, grad_norm: 4.3193 2020-08-12 22:14:13,421 - mmaction - INFO - Epoch [256][40/940] lr: 1.506e-05, eta: 0:25:02, time: 1.353, data_time: 0.006, memory: 9063, top1_acc: 0.6889, top5_acc: 0.8600, loss_cls: 1.3097, loss: 1.3097, grad_norm: 4.4421 2020-08-12 22:14:42,816 - mmaction - INFO - Epoch [256][60/940] lr: 1.506e-05, eta: 0:24:29, time: 1.469, data_time: 0.007, memory: 9063, top1_acc: 0.6869, top5_acc: 0.8627, loss_cls: 1.2907, loss: 1.2907, grad_norm: 4.3222 2020-08-12 22:15:13,527 - mmaction - INFO - Epoch [256][80/940] lr: 1.506e-05, eta: 0:23:56, time: 1.533, data_time: 0.007, memory: 9063, top1_acc: 0.6914, top5_acc: 0.8666, loss_cls: 1.2745, loss: 1.2745, grad_norm: 4.3978 2020-08-12 22:15:44,577 - mmaction - INFO - Epoch [256][100/940] lr: 1.506e-05, eta: 0:23:22, time: 1.557, data_time: 0.006, memory: 9063, top1_acc: 0.6984, top5_acc: 0.8609, loss_cls: 1.2678, loss: 1.2678, grad_norm: 4.4123 2020-08-12 22:16:15,930 - mmaction - INFO - Epoch [256][120/940] lr: 1.506e-05, eta: 0:22:49, time: 1.563, data_time: 0.004, memory: 9063, top1_acc: 0.7088, top5_acc: 0.8635, loss_cls: 1.2358, loss: 1.2358, grad_norm: 4.2583 2020-08-12 22:16:46,880 - mmaction - INFO - Epoch [256][140/940] lr: 1.506e-05, eta: 0:22:15, time: 1.552, data_time: 0.007, memory: 9063, top1_acc: 0.7008, top5_acc: 0.8740, loss_cls: 1.2602, loss: 1.2602, grad_norm: 4.3533 2020-08-12 22:17:17,818 - mmaction - INFO - Epoch [256][160/940] lr: 1.506e-05, eta: 0:21:42, time: 1.542, data_time: 0.007, memory: 9063, top1_acc: 0.6881, top5_acc: 0.8637, loss_cls: 1.2969, loss: 1.2969, grad_norm: 4.4209 2020-08-12 22:17:48,525 - mmaction - INFO - Epoch [256][180/940] lr: 1.506e-05, eta: 0:21:08, time: 1.540, data_time: 0.007, memory: 9063, top1_acc: 0.6900, top5_acc: 0.8631, loss_cls: 1.2857, loss: 1.2857, grad_norm: 4.3497 2020-08-12 22:18:19,971 - mmaction - INFO - Epoch [256][200/940] lr: 1.506e-05, eta: 0:20:35, time: 1.570, data_time: 0.005, memory: 9063, top1_acc: 0.6957, top5_acc: 0.8615, loss_cls: 1.2860, loss: 1.2860, grad_norm: 4.3404 2020-08-12 22:18:51,939 - mmaction - INFO - Epoch [256][220/940] lr: 1.506e-05, eta: 0:20:02, time: 1.596, data_time: 0.007, memory: 9063, top1_acc: 0.6930, top5_acc: 0.8670, loss_cls: 1.2582, loss: 1.2582, grad_norm: 4.3526 2020-08-12 22:19:21,057 - mmaction - INFO - Epoch [256][240/940] lr: 1.506e-05, eta: 0:19:28, time: 1.461, data_time: 0.007, memory: 9063, top1_acc: 0.7037, top5_acc: 0.8711, loss_cls: 1.2583, loss: 1.2583, grad_norm: 4.2896 2020-08-12 22:19:52,185 - mmaction - INFO - Epoch [256][260/940] lr: 1.506e-05, eta: 0:18:55, time: 1.554, data_time: 0.005, memory: 9063, top1_acc: 0.6975, top5_acc: 0.8584, loss_cls: 1.3058, loss: 1.3058, grad_norm: 4.3400 2020-08-12 22:20:23,474 - mmaction - INFO - Epoch [256][280/940] lr: 1.506e-05, eta: 0:18:21, time: 1.567, data_time: 0.007, memory: 9063, top1_acc: 0.6877, top5_acc: 0.8662, loss_cls: 1.3162, loss: 1.3162, grad_norm: 4.4477 2020-08-12 22:20:55,305 - mmaction - INFO - Epoch [256][300/940] lr: 1.506e-05, eta: 0:17:48, time: 1.590, data_time: 0.005, memory: 9063, top1_acc: 0.7000, top5_acc: 0.8617, loss_cls: 1.2817, loss: 1.2817, grad_norm: 4.2524 2020-08-12 22:21:25,854 - mmaction - INFO - Epoch [256][320/940] lr: 1.506e-05, eta: 0:17:15, time: 1.530, data_time: 0.006, memory: 9063, top1_acc: 0.7045, top5_acc: 0.8697, loss_cls: 1.2315, loss: 1.2315, grad_norm: 4.2374 2020-08-12 22:21:55,830 - mmaction - INFO - Epoch [256][340/940] lr: 1.506e-05, eta: 0:16:41, time: 1.496, data_time: 0.006, memory: 9063, top1_acc: 0.6971, top5_acc: 0.8684, loss_cls: 1.2545, loss: 1.2545, grad_norm: 4.3380 2020-08-12 22:22:27,181 - mmaction - INFO - Epoch [256][360/940] lr: 1.506e-05, eta: 0:16:08, time: 1.565, data_time: 0.006, memory: 9063, top1_acc: 0.6996, top5_acc: 0.8666, loss_cls: 1.2586, loss: 1.2586, grad_norm: 4.3012 2020-08-12 22:22:59,609 - mmaction - INFO - Epoch [256][380/940] lr: 1.506e-05, eta: 0:15:34, time: 1.624, data_time: 0.008, memory: 9063, top1_acc: 0.7061, top5_acc: 0.8746, loss_cls: 1.2149, loss: 1.2149, grad_norm: 4.2369 2020-08-12 22:23:30,488 - mmaction - INFO - Epoch [256][400/940] lr: 1.506e-05, eta: 0:15:01, time: 1.547, data_time: 0.009, memory: 9063, top1_acc: 0.7078, top5_acc: 0.8707, loss_cls: 1.2302, loss: 1.2302, grad_norm: 4.2431 2020-08-12 22:24:01,553 - mmaction - INFO - Epoch [256][420/940] lr: 1.506e-05, eta: 0:14:28, time: 1.549, data_time: 0.006, memory: 9063, top1_acc: 0.6920, top5_acc: 0.8666, loss_cls: 1.2879, loss: 1.2879, grad_norm: 4.2934 2020-08-12 22:24:32,384 - mmaction - INFO - Epoch [256][440/940] lr: 1.506e-05, eta: 0:13:54, time: 1.545, data_time: 0.006, memory: 9063, top1_acc: 0.6885, top5_acc: 0.8615, loss_cls: 1.3171, loss: 1.3171, grad_norm: 4.3839 2020-08-12 22:25:04,152 - mmaction - INFO - Epoch [256][460/940] lr: 1.506e-05, eta: 0:13:21, time: 1.589, data_time: 0.007, memory: 9063, top1_acc: 0.6937, top5_acc: 0.8674, loss_cls: 1.2710, loss: 1.2710, grad_norm: 4.3767 2020-08-12 22:25:35,296 - mmaction - INFO - Epoch [256][480/940] lr: 1.506e-05, eta: 0:12:47, time: 1.557, data_time: 0.002, memory: 9063, top1_acc: 0.7041, top5_acc: 0.8738, loss_cls: 1.2325, loss: 1.2325, grad_norm: 4.3343 2020-08-12 22:26:08,313 - mmaction - INFO - Epoch [256][500/940] lr: 1.506e-05, eta: 0:12:14, time: 1.647, data_time: 0.005, memory: 9063, top1_acc: 0.6838, top5_acc: 0.8668, loss_cls: 1.2778, loss: 1.2778, grad_norm: 4.3645 2020-08-12 22:26:40,028 - mmaction - INFO - Epoch [256][520/940] lr: 1.506e-05, eta: 0:11:41, time: 1.590, data_time: 0.007, memory: 9063, top1_acc: 0.6900, top5_acc: 0.8637, loss_cls: 1.2910, loss: 1.2910, grad_norm: 4.2831 2020-08-12 22:27:12,298 - mmaction - INFO - Epoch [256][540/940] lr: 1.506e-05, eta: 0:11:07, time: 1.609, data_time: 0.005, memory: 9063, top1_acc: 0.6986, top5_acc: 0.8639, loss_cls: 1.2622, loss: 1.2622, grad_norm: 4.3315 2020-08-12 22:27:44,745 - mmaction - INFO - Epoch [256][560/940] lr: 1.506e-05, eta: 0:10:34, time: 1.627, data_time: 0.007, memory: 9063, top1_acc: 0.6969, top5_acc: 0.8670, loss_cls: 1.2488, loss: 1.2488, grad_norm: 4.2681 2020-08-12 22:28:17,105 - mmaction - INFO - Epoch [256][580/940] lr: 1.506e-05, eta: 0:10:00, time: 1.616, data_time: 0.008, memory: 9063, top1_acc: 0.7006, top5_acc: 0.8684, loss_cls: 1.2448, loss: 1.2448, grad_norm: 4.3581 2020-08-12 22:28:49,778 - mmaction - INFO - Epoch [256][600/940] lr: 1.506e-05, eta: 0:09:27, time: 1.636, data_time: 0.006, memory: 9063, top1_acc: 0.7053, top5_acc: 0.8691, loss_cls: 1.2461, loss: 1.2461, grad_norm: 4.2956 2020-08-12 22:29:22,918 - mmaction - INFO - Epoch [256][620/940] lr: 1.506e-05, eta: 0:08:54, time: 1.657, data_time: 0.002, memory: 9063, top1_acc: 0.7092, top5_acc: 0.8727, loss_cls: 1.2206, loss: 1.2206, grad_norm: 4.2722 2020-08-12 22:29:54,605 - mmaction - INFO - Epoch [256][640/940] lr: 1.506e-05, eta: 0:08:20, time: 1.583, data_time: 0.008, memory: 9063, top1_acc: 0.6924, top5_acc: 0.8629, loss_cls: 1.2869, loss: 1.2869, grad_norm: 4.3541 2020-08-12 22:30:27,159 - mmaction - INFO - Epoch [256][660/940] lr: 1.506e-05, eta: 0:07:47, time: 1.628, data_time: 0.006, memory: 9063, top1_acc: 0.6979, top5_acc: 0.8660, loss_cls: 1.2687, loss: 1.2687, grad_norm: 4.3303 2020-08-12 22:31:00,632 - mmaction - INFO - Epoch [256][680/940] lr: 1.506e-05, eta: 0:07:14, time: 1.675, data_time: 0.006, memory: 9063, top1_acc: 0.6857, top5_acc: 0.8564, loss_cls: 1.3063, loss: 1.3063, grad_norm: 4.4141 2020-08-12 22:31:34,544 - mmaction - INFO - Epoch [256][700/940] lr: 1.506e-05, eta: 0:06:40, time: 1.695, data_time: 0.005, memory: 9063, top1_acc: 0.6953, top5_acc: 0.8609, loss_cls: 1.2681, loss: 1.2681, grad_norm: 4.2746 2020-08-12 22:32:07,246 - mmaction - INFO - Epoch [256][720/940] lr: 1.506e-05, eta: 0:06:07, time: 1.636, data_time: 0.005, memory: 9063, top1_acc: 0.7029, top5_acc: 0.8617, loss_cls: 1.2659, loss: 1.2659, grad_norm: 4.3617 2020-08-12 22:32:40,739 - mmaction - INFO - Epoch [256][740/940] lr: 1.506e-05, eta: 0:05:33, time: 1.675, data_time: 0.006, memory: 9063, top1_acc: 0.7027, top5_acc: 0.8680, loss_cls: 1.2623, loss: 1.2623, grad_norm: 4.2884 2020-08-12 22:33:14,198 - mmaction - INFO - Epoch [256][760/940] lr: 1.506e-05, eta: 0:05:00, time: 1.673, data_time: 0.002, memory: 9063, top1_acc: 0.6986, top5_acc: 0.8676, loss_cls: 1.2551, loss: 1.2551, grad_norm: 4.2916 2020-08-12 22:33:47,019 - mmaction - INFO - Epoch [256][780/940] lr: 1.506e-05, eta: 0:04:27, time: 1.639, data_time: 0.007, memory: 9063, top1_acc: 0.6879, top5_acc: 0.8613, loss_cls: 1.3008, loss: 1.3008, grad_norm: 4.3255 2020-08-12 22:34:19,943 - mmaction - INFO - Epoch [256][800/940] lr: 1.506e-05, eta: 0:03:53, time: 1.648, data_time: 0.007, memory: 9063, top1_acc: 0.6979, top5_acc: 0.8701, loss_cls: 1.2619, loss: 1.2619, grad_norm: 4.3189 2020-08-12 22:34:53,689 - mmaction - INFO - Epoch [256][820/940] lr: 1.506e-05, eta: 0:03:20, time: 1.686, data_time: 0.006, memory: 9063, top1_acc: 0.6947, top5_acc: 0.8670, loss_cls: 1.2551, loss: 1.2551, grad_norm: 4.2601 2020-08-12 22:35:28,418 - mmaction - INFO - Epoch [256][840/940] lr: 1.506e-05, eta: 0:02:46, time: 1.739, data_time: 0.005, memory: 9063, top1_acc: 0.6988, top5_acc: 0.8650, loss_cls: 1.2652, loss: 1.2652, grad_norm: 4.2637 2020-08-12 22:36:01,592 - mmaction - INFO - Epoch [256][860/940] lr: 1.506e-05, eta: 0:02:13, time: 1.658, data_time: 0.005, memory: 9063, top1_acc: 0.6992, top5_acc: 0.8703, loss_cls: 1.2761, loss: 1.2761, grad_norm: 4.3514 2020-08-12 22:36:34,789 - mmaction - INFO - Epoch [256][880/940] lr: 1.506e-05, eta: 0:01:40, time: 1.660, data_time: 0.005, memory: 9063, top1_acc: 0.7014, top5_acc: 0.8600, loss_cls: 1.2514, loss: 1.2514, grad_norm: 4.2387 2020-08-12 22:37:08,537 - mmaction - INFO - Epoch [256][900/940] lr: 1.506e-05, eta: 0:01:06, time: 1.686, data_time: 0.005, memory: 9063, top1_acc: 0.6979, top5_acc: 0.8625, loss_cls: 1.2628, loss: 1.2628, grad_norm: 4.2614 2020-08-12 22:37:42,793 - mmaction - INFO - Epoch [256][920/940] lr: 1.506e-05, eta: 0:00:33, time: 1.714, data_time: 0.005, memory: 9063, top1_acc: 0.6971, top5_acc: 0.8672, loss_cls: 1.2500, loss: 1.2500, grad_norm: 4.2233 2020-08-12 22:38:16,318 - mmaction - INFO - Epoch [256][940/940] lr: 1.506e-05, eta: 0:00:00, time: 1.676, data_time: 0.008, memory: 9063, top1_acc: 0.6865, top5_acc: 0.8602, loss_cls: 1.3106, loss: 1.3106, grad_norm: 4.3663 2020-08-12 22:38:16,695 - mmaction - INFO - Saving checkpoint at 256 epochs