2020-10-23 10:54:53,478 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.6.9 |Anaconda, Inc.| (default, Jul 30 2019, 19:07:31) [GCC 7.3.0] CUDA available: True GPU 0,1,2,3,4,5,6,7: TITAN Xp CUDA_HOME: /usr/local/cuda NVCC: Cuda compilation tools, release 8.0, V8.0.61 GCC: gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-16) PyTorch: 1.1.0 PyTorch compiling details: PyTorch built with: - GCC 4.9 - Intel(R) Math Kernel Library Version 2019.0.4 Product Build 20190411 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.18.1 (Git Hash 7de7e5d02bf687f971e7668963649728356e0c20) - OpenMP 201307 (a.k.a. OpenMP 4.0) - NNPACK is enabled - CUDA Runtime 9.0 - NVCC architecture flags: -gencode;arch=compute_35,code=sm_35;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_50,code=compute_50 - CuDNN 7.5.1 - Magma 2.5.0 - Build settings: BLAS=MKL, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -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=OFF, USE_NCCL=True, USE_NNPACK=True, USE_OPENMP=ON, TorchVision: 0.3.0 OpenCV: 4.2.0 MMCV: 1.1.2 MMCV Compiler: n/a MMCV CUDA Compiler: n/a MMAction2: 0.7.0+a72a2c7 ------------------------------------------------------------ 2020-10-23 10:54:53,506 - mmaction - INFO - Distributed training: True 2020-10-23 10:54:53,506 - mmaction - INFO - Config: /mnt/lustre/duanhaodong1/mmaction2_hvu/configs/hvu/tsn_concept_333x.py # model settings category_nums = dict( action=729, attribute=117, concept=291, event=69, object=1679, scene=248) target_cate='concept' model = dict( type='Recognizer2D', backbone=dict( type='ResNet', pretrained='modelzoo/resnet18-5c106cde.pth', depth=18, norm_eval=False), cls_head=dict( type='TSNHead', num_classes=category_nums[target_cate], in_channels=512, spatial_type='avg', multi_class=True, consensus=dict(type='AvgConsensus', dim=1), loss_cls=dict(type='BCELossWithLogits', loss_weight=333.), dropout_ratio=0.4, init_std=0.01)) # model training and testing settings train_cfg = dict() test_cfg = dict(average_clips=None) # dataset settings dataset_type = 'RawframeDataset' data_root = '/mnt/lustre21/DATAshare2/duanhaodong/hvu_frames' ann_file_train = f'data/hvu/hvu_train_{target_cate}_frames.json' ann_file_val = f'data/hvu/hvu_val_{target_cate}_frames.json' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) mc_cfg = dict( server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3') train_pipeline = [ dict(type='SampleFrames', clip_len=1, frame_interval=1, num_clips=8), dict(type='RawFrameDecode', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict(type='RandomResizedCrop'), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0.5), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=8, test_mode=True), dict(type='RawFrameDecode', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=256), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=25, test_mode=True), dict(type='RawFrameDecode', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict(type='ThreeCrop', crop_size=256), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=32, workers_per_gpu=2, train=dict( type=dataset_type, ann_file=ann_file_train, data_prefix=data_root, pipeline=train_pipeline, multi_class=True, num_classes=category_nums[target_cate], filename_tmpl='img_{:05d}.jpg'), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root, pipeline=val_pipeline, multi_class=True, num_classes=category_nums[target_cate], filename_tmpl='img_{:05d}.jpg'), test=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root, pipeline=test_pipeline, multi_class=True, num_classes=category_nums[target_cate], filename_tmpl='img_{:05d}.jpg')) # optimizer optimizer = dict( type='SGD', lr=0.01, momentum=0.9, weight_decay=0.0001) # this lr is used for 16 gpus optimizer_config = dict(grad_clip=dict(max_norm=40, norm_type=2)) # learning policy lr_config = dict(policy='step', step=[40, 80]) total_epochs = 100 checkpoint_config = dict(interval=5) evaluation = dict( interval=5, metrics=['mean_average_precision'], save_best=False, key_indicator='mean_average_precision') log_config = dict( interval=20, hooks=[ dict(type='TextLoggerHook'), ]) # runtime settings dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = f'./work_dirs/hvu/tsn_{target_cate}_333x/' load_from = None resume_from = None workflow = [('train', 5)] 2020-10-23 10:54:54,238 - mmaction - INFO - These parameters in pretrained checkpoint are not loaded: {'fc.weight', 'fc.bias'} 2020-10-23 10:55:02,762 - mmaction - INFO - Start running, host: duanhaodong1@SH-IDC2-172-20-21-34, work_dir: /mnt/lustre/duanhaodong1/mmaction2_hvu/work_dirs/hvu/tsn_concept_333x 2020-10-23 10:55:02,762 - mmaction - INFO - workflow: [('train', 5)], max: 100 epochs 2020-10-23 10:56:00,744 - mmaction - INFO - Epoch [1][20/1492] lr: 1.000e-02, eta: 5 days, 0:03:44, time: 2.897, data_time: 2.178, memory: 5812, loss_cls: 41.1651, loss: 41.1651, grad_norm: 30.7697 2020-10-23 10:56:48,116 - mmaction - INFO - Epoch [1][40/1492] lr: 1.000e-02, eta: 4 days, 13:05:04, time: 2.368, data_time: 0.557, memory: 5812, loss_cls: 14.8423, loss: 14.8423, grad_norm: 8.6646 2020-10-23 10:57:30,843 - mmaction - INFO - Epoch [1][60/1492] lr: 1.000e-02, eta: 4 days, 6:13:19, time: 2.137, data_time: 0.006, memory: 5812, loss_cls: 13.0919, loss: 13.0919, grad_norm: 6.0744 2020-10-23 10:58:13,403 - mmaction - INFO - Epoch [1][80/1492] lr: 1.000e-02, eta: 4 days, 2:41:26, time: 2.128, data_time: 0.001, memory: 5812, loss_cls: 12.5557, loss: 12.5557, grad_norm: 5.4555 2020-10-23 10:58:54,519 - mmaction - INFO - Epoch [1][100/1492] lr: 1.000e-02, eta: 3 days, 23:58:18, time: 2.056, data_time: 0.054, memory: 5812, loss_cls: 12.0483, loss: 12.0483, grad_norm: 5.2020 2020-10-23 10:59:45,581 - mmaction - INFO - Epoch [1][120/1492] lr: 1.000e-02, eta: 4 days, 1:35:18, time: 2.553, data_time: 0.108, memory: 5812, loss_cls: 11.4785, loss: 11.4785, grad_norm: 5.0470 2020-10-23 11:00:26,401 - mmaction - INFO - Epoch [1][140/1492] lr: 1.000e-02, eta: 3 days, 23:42:28, time: 2.041, data_time: 0.015, memory: 5812, loss_cls: 11.0959, loss: 11.0959, grad_norm: 5.5476 2020-10-23 11:01:08,348 - mmaction - INFO - Epoch [1][160/1492] lr: 1.000e-02, eta: 3 days, 22:35:08, time: 2.097, data_time: 0.445, memory: 5812, loss_cls: 10.8679, loss: 10.8679, grad_norm: 6.5037 2020-10-23 11:01:56,668 - mmaction - INFO - Epoch [1][180/1492] lr: 1.000e-02, eta: 3 days, 23:10:41, time: 2.416, data_time: 0.328, memory: 5812, loss_cls: 11.0199, loss: 11.0199, grad_norm: 7.9692 2020-10-23 11:02:43,561 - mmaction - INFO - Epoch [1][200/1492] lr: 1.000e-02, eta: 3 days, 23:20:34, time: 2.342, data_time: 0.090, memory: 5812, loss_cls: 11.1128, loss: 11.1128, grad_norm: 7.3608 2020-10-23 11:03:30,757 - mmaction - INFO - Epoch [1][220/1492] lr: 1.000e-02, eta: 3 days, 23:33:04, time: 2.362, data_time: 0.485, memory: 5812, loss_cls: 10.5908, loss: 10.5908, grad_norm: 5.9204 2020-10-23 11:04:21,562 - mmaction - INFO - Epoch [1][240/1492] lr: 1.000e-02, eta: 4 days, 0:19:57, time: 2.539, data_time: 1.333, memory: 5812, loss_cls: 10.5599, loss: 10.5599, grad_norm: 6.2811 2020-10-23 11:05:07,248 - mmaction - INFO - Epoch [1][260/1492] lr: 1.000e-02, eta: 4 days, 0:10:59, time: 2.285, data_time: 1.581, memory: 5812, loss_cls: 10.3008, loss: 10.3008, grad_norm: 5.6801 2020-10-23 11:05:57,389 - mmaction - INFO - Epoch [1][280/1492] lr: 1.000e-02, eta: 4 days, 0:42:32, time: 2.507, data_time: 0.991, memory: 5812, loss_cls: 10.1644, loss: 10.1644, grad_norm: 5.6200 2020-10-23 11:06:45,132 - mmaction - INFO - Epoch [1][300/1492] lr: 1.000e-02, eta: 4 days, 0:49:54, time: 2.387, data_time: 0.991, memory: 5812, loss_cls: 10.1136, loss: 10.1136, grad_norm: 5.4095 2020-10-23 11:07:33,159 - mmaction - INFO - Epoch [1][320/1492] lr: 1.000e-02, eta: 4 days, 0:58:20, time: 2.401, data_time: 0.365, memory: 5812, loss_cls: 9.6974, loss: 9.6974, grad_norm: 5.5106 2020-10-23 11:08:15,443 - mmaction - INFO - Epoch [1][340/1492] lr: 1.000e-02, eta: 4 days, 0:23:58, time: 2.115, data_time: 0.696, memory: 5812, loss_cls: 9.7754, loss: 9.7754, grad_norm: 5.5640 2020-10-23 11:09:04,409 - mmaction - INFO - Epoch [1][360/1492] lr: 1.000e-02, eta: 4 days, 0:39:21, time: 2.449, data_time: 1.166, memory: 5812, loss_cls: 9.6727, loss: 9.6727, grad_norm: 5.4113 2020-10-23 11:09:52,686 - mmaction - INFO - Epoch [1][380/1492] lr: 1.000e-02, eta: 4 days, 0:48:20, time: 2.413, data_time: 1.563, memory: 5812, loss_cls: 9.4495, loss: 9.4495, grad_norm: 5.4909 2020-10-23 11:10:35,698 - mmaction - INFO - Epoch [1][400/1492] lr: 1.000e-02, eta: 4 days, 0:23:45, time: 2.150, data_time: 1.631, memory: 5812, loss_cls: 9.6708, loss: 9.6708, grad_norm: 5.5203 2020-10-23 11:11:19,634 - mmaction - INFO - Epoch [1][420/1492] lr: 1.000e-02, eta: 4 days, 0:07:00, time: 2.197, data_time: 1.642, memory: 5812, loss_cls: 9.4570, loss: 9.4570, grad_norm: 5.6691 2020-10-23 11:12:02,692 - mmaction - INFO - Epoch [1][440/1492] lr: 1.000e-02, eta: 3 days, 23:46:58, time: 2.155, data_time: 1.560, memory: 5812, loss_cls: 9.4511, loss: 9.4511, grad_norm: 5.4947 2020-10-23 11:12:51,481 - mmaction - INFO - Epoch [1][460/1492] lr: 1.000e-02, eta: 3 days, 23:59:06, time: 2.438, data_time: 0.847, memory: 5812, loss_cls: 9.5012, loss: 9.5012, grad_norm: 5.7722 2020-10-23 11:13:37,000 - mmaction - INFO - Epoch [1][480/1492] lr: 1.000e-02, eta: 3 days, 23:52:37, time: 2.268, data_time: 0.004, memory: 5812, loss_cls: 9.2972, loss: 9.2972, grad_norm: 6.0600 2020-10-23 11:14:16,544 - mmaction - INFO - Epoch [1][500/1492] lr: 1.000e-02, eta: 3 days, 23:18:45, time: 1.987, data_time: 0.011, memory: 5812, loss_cls: 9.3788, loss: 9.3788, grad_norm: 5.7668 2020-10-23 11:14:58,344 - mmaction - INFO - Epoch [1][520/1492] lr: 1.000e-02, eta: 3 days, 22:57:15, time: 2.090, data_time: 0.001, memory: 5812, loss_cls: 9.1851, loss: 9.1851, grad_norm: 5.6397 2020-10-23 11:15:40,951 - mmaction - INFO - Epoch [1][540/1492] lr: 1.000e-02, eta: 3 days, 22:40:59, time: 2.130, data_time: 0.000, memory: 5812, loss_cls: 9.2202, loss: 9.2202, grad_norm: 5.7381 2020-10-23 11:16:19,176 - mmaction - INFO - Epoch [1][560/1492] lr: 1.000e-02, eta: 3 days, 22:06:26, time: 1.911, data_time: 0.001, memory: 5812, loss_cls: 9.1656, loss: 9.1656, grad_norm: 5.5459 2020-10-23 11:17:01,776 - mmaction - INFO - Epoch [1][580/1492] lr: 1.000e-02, eta: 3 days, 21:52:53, time: 2.129, data_time: 0.001, memory: 5812, loss_cls: 9.0168, loss: 9.0168, grad_norm: 5.6548 2020-10-23 11:17:40,554 - mmaction - INFO - Epoch [1][600/1492] lr: 1.000e-02, eta: 3 days, 21:24:30, time: 1.940, data_time: 0.001, memory: 5812, loss_cls: 9.2197, loss: 9.2197, grad_norm: 5.9005 2020-10-23 11:18:20,414 - mmaction - INFO - Epoch [1][620/1492] lr: 1.000e-02, eta: 3 days, 21:02:11, time: 1.993, data_time: 0.001, memory: 5812, loss_cls: 9.0146, loss: 9.0146, grad_norm: 5.8762 2020-10-23 11:19:01,690 - mmaction - INFO - Epoch [1][640/1492] lr: 1.000e-02, eta: 3 days, 20:46:37, time: 2.063, data_time: 0.001, memory: 5812, loss_cls: 9.0737, loss: 9.0737, grad_norm: 5.7074 2020-10-23 11:19:42,381 - mmaction - INFO - Epoch [1][660/1492] lr: 1.000e-02, eta: 3 days, 20:29:56, time: 2.036, data_time: 0.002, memory: 5812, loss_cls: 9.0633, loss: 9.0633, grad_norm: 5.7607 2020-10-23 11:20:21,824 - mmaction - INFO - Epoch [1][680/1492] lr: 1.000e-02, eta: 3 days, 20:09:17, time: 1.968, data_time: 0.001, memory: 5812, loss_cls: 8.9587, loss: 8.9587, grad_norm: 5.7284 2020-10-23 11:20:58,585 - mmaction - INFO - Epoch [1][700/1492] lr: 1.000e-02, eta: 3 days, 19:40:42, time: 1.840, data_time: 0.005, memory: 5812, loss_cls: 9.1237, loss: 9.1237, grad_norm: 5.8503 2020-10-23 11:21:38,030 - mmaction - INFO - Epoch [1][720/1492] lr: 1.000e-02, eta: 3 days, 19:22:21, time: 1.966, data_time: 0.008, memory: 5812, loss_cls: 8.9269, loss: 8.9269, grad_norm: 5.8031 2020-10-23 11:22:16,250 - mmaction - INFO - Epoch [1][740/1492] lr: 1.000e-02, eta: 3 days, 19:01:46, time: 1.919, data_time: 0.008, memory: 5812, loss_cls: 8.8622, loss: 8.8622, grad_norm: 5.7822 2020-10-23 11:22:55,455 - mmaction - INFO - Epoch [1][760/1492] lr: 1.000e-02, eta: 3 days, 18:44:56, time: 1.960, data_time: 0.001, memory: 5812, loss_cls: 8.6852, loss: 8.6852, grad_norm: 5.7241 2020-10-23 11:23:32,802 - mmaction - INFO - Epoch [1][780/1492] lr: 1.000e-02, eta: 3 days, 18:23:02, time: 1.867, data_time: 0.001, memory: 5812, loss_cls: 8.6593, loss: 8.6593, grad_norm: 5.6746 2020-10-23 11:24:10,582 - mmaction - INFO - Epoch [1][800/1492] lr: 1.000e-02, eta: 3 days, 18:03:34, time: 1.889, data_time: 0.001, memory: 5812, loss_cls: 8.6514, loss: 8.6514, grad_norm: 5.7139 2020-10-23 11:24:48,662 - mmaction - INFO - Epoch [1][820/1492] lr: 1.000e-02, eta: 3 days, 17:45:54, time: 1.904, data_time: 0.001, memory: 5812, loss_cls: 8.7687, loss: 8.7687, grad_norm: 5.7896 2020-10-23 11:25:25,625 - mmaction - INFO - Epoch [1][840/1492] lr: 1.000e-02, eta: 3 days, 17:25:42, time: 1.847, data_time: 0.103, memory: 5812, loss_cls: 8.6845, loss: 8.6845, grad_norm: 5.8023 2020-10-23 11:26:04,058 - mmaction - INFO - Epoch [1][860/1492] lr: 1.000e-02, eta: 3 days, 17:10:45, time: 1.923, data_time: 0.268, memory: 5812, loss_cls: 8.7971, loss: 8.7971, grad_norm: 5.8833 2020-10-23 11:26:42,222 - mmaction - INFO - Epoch [1][880/1492] lr: 1.000e-02, eta: 3 days, 16:55:29, time: 1.905, data_time: 0.029, memory: 5812, loss_cls: 8.6930, loss: 8.6930, grad_norm: 5.8554 2020-10-23 11:27:18,887 - mmaction - INFO - Epoch [1][900/1492] lr: 1.000e-02, eta: 3 days, 16:37:00, time: 1.835, data_time: 0.384, memory: 5812, loss_cls: 8.6697, loss: 8.6697, grad_norm: 5.8127 2020-10-23 11:27:58,508 - mmaction - INFO - Epoch [1][920/1492] lr: 1.000e-02, eta: 3 days, 16:27:11, time: 1.982, data_time: 0.509, memory: 5812, loss_cls: 8.6409, loss: 8.6409, grad_norm: 5.8982 2020-10-23 11:28:38,322 - mmaction - INFO - Epoch [1][940/1492] lr: 1.000e-02, eta: 3 days, 16:18:01, time: 1.987, data_time: 0.218, memory: 5812, loss_cls: 8.7269, loss: 8.7269, grad_norm: 5.8603 2020-10-23 11:29:14,996 - mmaction - INFO - Epoch [1][960/1492] lr: 1.000e-02, eta: 3 days, 16:01:27, time: 1.836, data_time: 0.032, memory: 5812, loss_cls: 8.5551, loss: 8.5551, grad_norm: 5.8330 2020-10-23 11:29:54,648 - mmaction - INFO - Epoch [1][980/1492] lr: 1.000e-02, eta: 3 days, 15:52:59, time: 1.984, data_time: 0.262, memory: 5812, loss_cls: 8.4578, loss: 8.4578, grad_norm: 5.7199 2020-10-23 11:30:30,993 - mmaction - INFO - Epoch [1][1000/1492] lr: 1.000e-02, eta: 3 days, 15:36:35, time: 1.817, data_time: 0.136, memory: 5812, loss_cls: 8.4818, loss: 8.4818, grad_norm: 5.7577 2020-10-23 11:31:10,385 - mmaction - INFO - Epoch [1][1020/1492] lr: 1.000e-02, eta: 3 days, 15:28:00, time: 1.965, data_time: 0.089, memory: 5812, loss_cls: 8.5739, loss: 8.5739, grad_norm: 5.8014 2020-10-23 11:31:47,136 - mmaction - INFO - Epoch [1][1040/1492] lr: 1.000e-02, eta: 3 days, 15:13:51, time: 1.842, data_time: 0.478, memory: 5812, loss_cls: 8.4091, loss: 8.4091, grad_norm: 5.6278 2020-10-23 11:32:24,662 - mmaction - INFO - Epoch [1][1060/1492] lr: 1.000e-02, eta: 3 days, 15:01:47, time: 1.876, data_time: 0.161, memory: 5812, loss_cls: 8.5735, loss: 8.5735, grad_norm: 5.8651 2020-10-23 11:33:02,903 - mmaction - INFO - Epoch [1][1080/1492] lr: 1.000e-02, eta: 3 days, 14:51:48, time: 1.912, data_time: 0.092, memory: 5812, loss_cls: 8.4394, loss: 8.4394, grad_norm: 5.6726 2020-10-23 11:33:40,148 - mmaction - INFO - Epoch [1][1100/1492] lr: 1.000e-02, eta: 3 days, 14:39:53, time: 1.861, data_time: 0.009, memory: 5812, loss_cls: 8.6948, loss: 8.6948, grad_norm: 5.7552 2020-10-23 11:34:18,850 - mmaction - INFO - Epoch [1][1120/1492] lr: 1.000e-02, eta: 3 days, 14:31:42, time: 1.937, data_time: 0.002, memory: 5812, loss_cls: 8.4843, loss: 8.4843, grad_norm: 5.8287 2020-10-23 11:34:55,700 - mmaction - INFO - Epoch [1][1140/1492] lr: 1.000e-02, eta: 3 days, 14:19:41, time: 1.842, data_time: 0.436, memory: 5812, loss_cls: 8.5891, loss: 8.5891, grad_norm: 5.8673 2020-10-23 11:35:35,061 - mmaction - INFO - Epoch [1][1160/1492] lr: 1.000e-02, eta: 3 days, 14:13:04, time: 1.960, data_time: 0.627, memory: 5812, loss_cls: 8.2340, loss: 8.2340, grad_norm: 5.8242 2020-10-23 11:36:12,547 - mmaction - INFO - Epoch [1][1180/1492] lr: 1.000e-02, eta: 3 days, 14:03:16, time: 1.879, data_time: 0.009, memory: 5812, loss_cls: 8.6210, loss: 8.6210, grad_norm: 5.8940 2020-10-23 11:36:47,933 - mmaction - INFO - Epoch [1][1200/1492] lr: 1.000e-02, eta: 3 days, 13:49:18, time: 1.770, data_time: 0.004, memory: 5812, loss_cls: 8.5105, loss: 8.5105, grad_norm: 5.8394 2020-10-23 11:37:24,183 - mmaction - INFO - Epoch [1][1220/1492] lr: 1.000e-02, eta: 3 days, 13:37:35, time: 1.815, data_time: 0.003, memory: 5812, loss_cls: 8.5406, loss: 8.5406, grad_norm: 5.7040 2020-10-23 11:38:00,719 - mmaction - INFO - Epoch [1][1240/1492] lr: 1.000e-02, eta: 3 days, 13:26:40, time: 1.826, data_time: 0.001, memory: 5812, loss_cls: 8.3951, loss: 8.3951, grad_norm: 5.9064 2020-10-23 11:38:35,660 - mmaction - INFO - Epoch [1][1260/1492] lr: 1.000e-02, eta: 3 days, 13:13:00, time: 1.748, data_time: 0.002, memory: 5812, loss_cls: 8.2401, loss: 8.2401, grad_norm: 5.8095 2020-10-23 11:39:13,259 - mmaction - INFO - Epoch [1][1280/1492] lr: 1.000e-02, eta: 3 days, 13:04:47, time: 1.878, data_time: 0.003, memory: 5812, loss_cls: 8.4881, loss: 8.4881, grad_norm: 5.9025 2020-10-23 11:39:48,858 - mmaction - INFO - Epoch [1][1300/1492] lr: 1.000e-02, eta: 3 days, 12:53:08, time: 1.782, data_time: 0.086, memory: 5812, loss_cls: 8.3274, loss: 8.3274, grad_norm: 5.7711 2020-10-23 11:40:24,834 - mmaction - INFO - Epoch [1][1320/1492] lr: 1.000e-02, eta: 3 days, 12:42:21, time: 1.796, data_time: 0.242, memory: 5812, loss_cls: 8.5384, loss: 8.5384, grad_norm: 5.8300 2020-10-23 11:41:02,026 - mmaction - INFO - Epoch [1][1340/1492] lr: 1.000e-02, eta: 3 days, 12:34:16, time: 1.861, data_time: 0.021, memory: 5812, loss_cls: 8.5190, loss: 8.5190, grad_norm: 5.7713 2020-10-23 11:41:35,335 - mmaction - INFO - Epoch [1][1360/1492] lr: 1.000e-02, eta: 3 days, 12:19:20, time: 1.666, data_time: 0.003, memory: 5812, loss_cls: 8.4317, loss: 8.4317, grad_norm: 5.8530 2020-10-23 11:42:10,039 - mmaction - INFO - Epoch [1][1380/1492] lr: 1.000e-02, eta: 3 days, 12:07:20, time: 1.737, data_time: 0.005, memory: 5812, loss_cls: 8.3088, loss: 8.3088, grad_norm: 5.8063 2020-10-23 11:42:45,819 - mmaction - INFO - Epoch [1][1400/1492] lr: 1.000e-02, eta: 3 days, 11:57:31, time: 1.789, data_time: 0.001, memory: 5812, loss_cls: 8.2859, loss: 8.2859, grad_norm: 5.5920 2020-10-23 11:43:19,988 - mmaction - INFO - Epoch [1][1420/1492] lr: 1.000e-02, eta: 3 days, 11:45:08, time: 1.708, data_time: 0.001, memory: 5812, loss_cls: 8.3267, loss: 8.3267, grad_norm: 5.7336 2020-10-23 11:43:54,391 - mmaction - INFO - Epoch [1][1440/1492] lr: 1.000e-02, eta: 3 days, 11:33:32, time: 1.721, data_time: 0.041, memory: 5812, loss_cls: 8.3148, loss: 8.3148, grad_norm: 5.7578 2020-10-23 11:44:30,806 - mmaction - INFO - Epoch [1][1460/1492] lr: 1.000e-02, eta: 3 days, 11:25:35, time: 1.820, data_time: 0.638, memory: 5812, loss_cls: 8.1746, loss: 8.1746, grad_norm: 5.8117 2020-10-23 11:45:04,857 - mmaction - INFO - Epoch [1][1480/1492] lr: 1.000e-02, eta: 3 days, 11:13:54, time: 1.702, data_time: 0.292, memory: 5812, loss_cls: 8.2829, loss: 8.2829, grad_norm: 5.8265 2020-10-23 11:46:19,002 - mmaction - INFO - Epoch [2][20/1492] lr: 1.000e-02, eta: 3 days, 10:51:31, time: 2.591, data_time: 1.814, memory: 5812, loss_cls: 8.2604, loss: 8.2604, grad_norm: 5.8032 2020-10-23 11:46:54,717 - mmaction - INFO - Epoch [2][40/1492] lr: 1.000e-02, eta: 3 days, 10:43:21, time: 1.786, data_time: 0.241, memory: 5812, loss_cls: 8.2505, loss: 8.2505, grad_norm: 5.6464 2020-10-23 11:47:27,457 - mmaction - INFO - Epoch [2][60/1492] lr: 1.000e-02, eta: 3 days, 10:30:35, time: 1.636, data_time: 0.685, memory: 5812, loss_cls: 8.0755, loss: 8.0755, grad_norm: 5.7321 2020-10-23 11:48:00,625 - mmaction - INFO - Epoch [2][80/1492] lr: 1.000e-02, eta: 3 days, 10:18:54, time: 1.660, data_time: 0.035, memory: 5812, loss_cls: 8.1384, loss: 8.1384, grad_norm: 5.7452 2020-10-23 11:48:31,248 - mmaction - INFO - Epoch [2][100/1492] lr: 1.000e-02, eta: 3 days, 10:03:31, time: 1.531, data_time: 0.001, memory: 5812, loss_cls: 8.1093, loss: 8.1093, grad_norm: 5.7929 2020-10-23 11:49:04,154 - mmaction - INFO - Epoch [2][120/1492] lr: 1.000e-02, eta: 3 days, 9:51:58, time: 1.645, data_time: 0.362, memory: 5812, loss_cls: 8.2000, loss: 8.2000, grad_norm: 5.7351 2020-10-23 11:49:35,879 - mmaction - INFO - Epoch [2][140/1492] lr: 1.000e-02, eta: 3 days, 9:38:55, time: 1.586, data_time: 0.678, memory: 5812, loss_cls: 8.4162, loss: 8.4162, grad_norm: 5.8218 2020-10-23 11:50:07,938 - mmaction - INFO - Epoch [2][160/1492] lr: 1.000e-02, eta: 3 days, 9:26:41, time: 1.604, data_time: 0.287, memory: 5812, loss_cls: 8.1212, loss: 8.1212, grad_norm: 5.6895 2020-10-23 11:50:39,152 - mmaction - INFO - Epoch [2][180/1492] lr: 1.000e-02, eta: 3 days, 9:13:29, time: 1.560, data_time: 0.078, memory: 5812, loss_cls: 8.3161, loss: 8.3161, grad_norm: 5.7761 2020-10-23 11:51:10,613 - mmaction - INFO - Epoch [2][200/1492] lr: 1.000e-02, eta: 3 days, 9:00:56, time: 1.573, data_time: 0.020, memory: 5812, loss_cls: 8.1399, loss: 8.1399, grad_norm: 5.6798 2020-10-23 11:51:41,399 - mmaction - INFO - Epoch [2][220/1492] lr: 1.000e-02, eta: 3 days, 8:47:34, time: 1.535, data_time: 0.001, memory: 5812, loss_cls: 8.1333, loss: 8.1333, grad_norm: 5.6724 2020-10-23 11:52:11,832 - mmaction - INFO - Epoch [2][240/1492] lr: 1.000e-02, eta: 3 days, 8:34:16, time: 1.526, data_time: 0.005, memory: 5812, loss_cls: 8.2422, loss: 8.2422, grad_norm: 5.7946 2020-10-23 11:52:41,482 - mmaction - INFO - Epoch [2][260/1492] lr: 1.000e-02, eta: 3 days, 8:20:00, time: 1.482, data_time: 0.000, memory: 5812, loss_cls: 8.2173, loss: 8.2173, grad_norm: 5.7136 2020-10-23 11:53:13,399 - mmaction - INFO - Epoch [2][280/1492] lr: 1.000e-02, eta: 3 days, 8:09:11, time: 1.595, data_time: 0.001, memory: 5812, loss_cls: 8.1054, loss: 8.1054, grad_norm: 5.6726 2020-10-23 11:53:43,653 - mmaction - INFO - Epoch [2][300/1492] lr: 1.000e-02, eta: 3 days, 7:56:21, time: 1.513, data_time: 0.002, memory: 5812, loss_cls: 8.1353, loss: 8.1353, grad_norm: 5.6110 2020-10-23 11:54:15,313 - mmaction - INFO - Epoch [2][320/1492] lr: 1.000e-02, eta: 3 days, 7:45:38, time: 1.581, data_time: 0.228, memory: 5812, loss_cls: 8.0795, loss: 8.0795, grad_norm: 5.6607 2020-10-23 11:54:50,531 - mmaction - INFO - Epoch [2][340/1492] lr: 1.000e-02, eta: 3 days, 7:40:02, time: 1.764, data_time: 0.230, memory: 5812, loss_cls: 8.0858, loss: 8.0858, grad_norm: 5.6333 2020-10-23 11:55:20,692 - mmaction - INFO - Epoch [2][360/1492] lr: 1.000e-02, eta: 3 days, 7:27:45, time: 1.508, data_time: 0.228, memory: 5812, loss_cls: 8.2795, loss: 8.2795, grad_norm: 5.7848 2020-10-23 11:55:51,904 - mmaction - INFO - Epoch [2][380/1492] lr: 1.000e-02, eta: 3 days, 7:17:08, time: 1.561, data_time: 0.225, memory: 5812, loss_cls: 8.0642, loss: 8.0642, grad_norm: 5.6688 2020-10-23 11:56:23,452 - mmaction - INFO - Epoch [2][400/1492] lr: 1.000e-02, eta: 3 days, 7:06:54, time: 1.568, data_time: 0.592, memory: 5812, loss_cls: 8.0613, loss: 8.0613, grad_norm: 5.6192 2020-10-23 11:56:54,335 - mmaction - INFO - Epoch [2][420/1492] lr: 1.000e-02, eta: 3 days, 6:56:30, time: 1.553, data_time: 0.845, memory: 5812, loss_cls: 8.1206, loss: 8.1206, grad_norm: 5.7739 2020-10-23 11:57:25,368 - mmaction - INFO - Epoch [2][440/1492] lr: 1.000e-02, eta: 3 days, 6:46:16, time: 1.552, data_time: 0.321, memory: 5812, loss_cls: 8.1860, loss: 8.1860, grad_norm: 5.8183 2020-10-23 11:57:56,541 - mmaction - INFO - Epoch [2][460/1492] lr: 1.000e-02, eta: 3 days, 6:36:23, time: 1.558, data_time: 0.001, memory: 5812, loss_cls: 8.0442, loss: 8.0442, grad_norm: 5.6991 2020-10-23 11:58:27,300 - mmaction - INFO - Epoch [2][480/1492] lr: 1.000e-02, eta: 3 days, 6:26:12, time: 1.539, data_time: 0.001, memory: 5812, loss_cls: 7.9961, loss: 7.9961, grad_norm: 5.7615 2020-10-23 11:58:57,046 - mmaction - INFO - Epoch [2][500/1492] lr: 1.000e-02, eta: 3 days, 6:14:57, time: 1.487, data_time: 0.055, memory: 5812, loss_cls: 8.1224, loss: 8.1224, grad_norm: 5.6529 2020-10-23 11:59:27,836 - mmaction - INFO - Epoch [2][520/1492] lr: 1.000e-02, eta: 3 days, 6:05:11, time: 1.539, data_time: 0.798, memory: 5812, loss_cls: 8.1631, loss: 8.1631, grad_norm: 5.8101 2020-10-23 12:00:00,164 - mmaction - INFO - Epoch [2][540/1492] lr: 1.000e-02, eta: 3 days, 5:57:28, time: 1.617, data_time: 1.041, memory: 5812, loss_cls: 8.0174, loss: 8.0174, grad_norm: 5.6216 2020-10-23 12:00:29,747 - mmaction - INFO - Epoch [2][560/1492] lr: 1.000e-02, eta: 3 days, 5:46:36, time: 1.479, data_time: 0.882, memory: 5812, loss_cls: 8.1288, loss: 8.1288, grad_norm: 5.7544 2020-10-23 12:01:00,352 - mmaction - INFO - Epoch [2][580/1492] lr: 1.000e-02, eta: 3 days, 5:37:09, time: 1.531, data_time: 0.919, memory: 5812, loss_cls: 8.0660, loss: 8.0660, grad_norm: 5.6637 2020-10-23 12:01:30,417 - mmaction - INFO - Epoch [2][600/1492] lr: 1.000e-02, eta: 3 days, 5:27:15, time: 1.504, data_time: 0.884, memory: 5812, loss_cls: 8.1447, loss: 8.1447, grad_norm: 5.7544 2020-10-23 12:01:59,845 - mmaction - INFO - Epoch [2][620/1492] lr: 1.000e-02, eta: 3 days, 5:16:46, time: 1.471, data_time: 0.874, memory: 5812, loss_cls: 7.9505, loss: 7.9505, grad_norm: 5.6273 2020-10-23 12:02:29,994 - mmaction - INFO - Epoch [2][640/1492] lr: 1.000e-02, eta: 3 days, 5:07:15, time: 1.505, data_time: 0.933, memory: 5812, loss_cls: 7.9992, loss: 7.9992, grad_norm: 5.7136 2020-10-23 12:03:01,377 - mmaction - INFO - Epoch [2][660/1492] lr: 1.000e-02, eta: 3 days, 4:59:25, time: 1.572, data_time: 0.981, memory: 5812, loss_cls: 8.0145, loss: 8.0145, grad_norm: 5.6715 2020-10-23 12:03:30,576 - mmaction - INFO - Epoch [2][680/1492] lr: 1.000e-02, eta: 3 days, 4:49:12, time: 1.460, data_time: 0.862, memory: 5812, loss_cls: 8.0887, loss: 8.0887, grad_norm: 5.6535 2020-10-23 12:04:00,438 - mmaction - INFO - Epoch [2][700/1492] lr: 1.000e-02, eta: 3 days, 4:39:50, time: 1.490, data_time: 0.902, memory: 5812, loss_cls: 7.9477, loss: 7.9477, grad_norm: 5.7468 2020-10-23 12:04:29,741 - mmaction - INFO - Epoch [2][720/1492] lr: 1.000e-02, eta: 3 days, 4:30:07, time: 1.467, data_time: 0.890, memory: 5812, loss_cls: 8.2750, loss: 8.2750, grad_norm: 5.7623 2020-10-23 12:05:00,858 - mmaction - INFO - Epoch [2][740/1492] lr: 1.000e-02, eta: 3 days, 4:22:33, time: 1.557, data_time: 0.953, memory: 5812, loss_cls: 8.1609, loss: 8.1609, grad_norm: 5.6445 2020-10-23 12:05:28,928 - mmaction - INFO - Epoch [2][760/1492] lr: 1.000e-02, eta: 3 days, 4:11:43, time: 1.402, data_time: 0.827, memory: 5812, loss_cls: 8.2344, loss: 8.2344, grad_norm: 5.7601 2020-10-23 12:05:57,665 - mmaction - INFO - Epoch [2][780/1492] lr: 1.000e-02, eta: 3 days, 4:01:49, time: 1.436, data_time: 0.850, memory: 5812, loss_cls: 7.9643, loss: 7.9643, grad_norm: 5.5913 2020-10-23 12:06:27,096 - mmaction - INFO - Epoch [2][800/1492] lr: 1.000e-02, eta: 3 days, 3:52:53, time: 1.474, data_time: 0.509, memory: 5812, loss_cls: 8.0886, loss: 8.0886, grad_norm: 5.6753 2020-10-23 12:06:58,493 - mmaction - INFO - Epoch [2][820/1492] lr: 1.000e-02, eta: 3 days, 3:46:07, time: 1.569, data_time: 0.741, memory: 5812, loss_cls: 8.0393, loss: 8.0393, grad_norm: 5.7268 2020-10-23 12:07:29,425 - mmaction - INFO - Epoch [2][840/1492] lr: 1.000e-02, eta: 3 days, 3:39:00, time: 1.547, data_time: 0.645, memory: 5812, loss_cls: 8.2920, loss: 8.2920, grad_norm: 5.7886 2020-10-23 12:07:58,614 - mmaction - INFO - Epoch [2][860/1492] lr: 1.000e-02, eta: 3 days, 3:30:10, time: 1.459, data_time: 0.689, memory: 5812, loss_cls: 8.0213, loss: 8.0213, grad_norm: 5.6439 2020-10-23 12:08:29,445 - mmaction - INFO - Epoch [2][880/1492] lr: 1.000e-02, eta: 3 days, 3:23:09, time: 1.541, data_time: 0.510, memory: 5812, loss_cls: 7.9998, loss: 7.9998, grad_norm: 5.6268 2020-10-23 12:08:59,176 - mmaction - INFO - Epoch [2][900/1492] lr: 1.000e-02, eta: 3 days, 3:15:08, time: 1.487, data_time: 0.023, memory: 5812, loss_cls: 7.9141, loss: 7.9141, grad_norm: 5.6369 2020-10-23 12:09:28,461 - mmaction - INFO - Epoch [2][920/1492] lr: 1.000e-02, eta: 3 days, 3:06:41, time: 1.459, data_time: 0.002, memory: 5812, loss_cls: 8.0893, loss: 8.0893, grad_norm: 5.6428 2020-10-23 12:09:56,466 - mmaction - INFO - Epoch [2][940/1492] lr: 1.000e-02, eta: 3 days, 2:57:17, time: 1.406, data_time: 0.007, memory: 5812, loss_cls: 8.0714, loss: 8.0714, grad_norm: 5.5705 2020-10-23 12:10:25,622 - mmaction - INFO - Epoch [2][960/1492] lr: 1.000e-02, eta: 3 days, 2:49:05, time: 1.458, data_time: 0.104, memory: 5812, loss_cls: 7.9854, loss: 7.9854, grad_norm: 5.6999 2020-10-23 12:10:54,157 - mmaction - INFO - Epoch [2][980/1492] lr: 1.000e-02, eta: 3 days, 2:40:20, time: 1.424, data_time: 0.011, memory: 5812, loss_cls: 8.0343, loss: 8.0343, grad_norm: 5.8208 2020-10-23 12:11:23,456 - mmaction - INFO - Epoch [2][1000/1492] lr: 1.000e-02, eta: 3 days, 2:32:34, time: 1.468, data_time: 0.009, memory: 5812, loss_cls: 7.9147, loss: 7.9147, grad_norm: 5.5623 2020-10-23 12:11:54,509 - mmaction - INFO - Epoch [2][1020/1492] lr: 1.000e-02, eta: 3 days, 2:26:31, time: 1.550, data_time: 0.008, memory: 5812, loss_cls: 7.9985, loss: 7.9985, grad_norm: 5.6320 2020-10-23 12:12:23,293 - mmaction - INFO - Epoch [2][1040/1492] lr: 1.000e-02, eta: 3 days, 2:18:29, time: 1.442, data_time: 0.004, memory: 5812, loss_cls: 7.9891, loss: 7.9891, grad_norm: 5.6137 2020-10-23 12:12:51,487 - mmaction - INFO - Epoch [2][1060/1492] lr: 1.000e-02, eta: 3 days, 2:09:56, time: 1.410, data_time: 0.025, memory: 5812, loss_cls: 8.0677, loss: 8.0677, grad_norm: 5.6372 2020-10-23 12:13:21,504 - mmaction - INFO - Epoch [2][1080/1492] lr: 1.000e-02, eta: 3 days, 2:03:13, time: 1.499, data_time: 0.252, memory: 5812, loss_cls: 7.8676, loss: 7.8676, grad_norm: 5.5920 2020-10-23 12:13:49,875 - mmaction - INFO - Epoch [2][1100/1492] lr: 1.000e-02, eta: 3 days, 1:55:06, time: 1.420, data_time: 0.388, memory: 5812, loss_cls: 7.9519, loss: 7.9519, grad_norm: 5.5816 2020-10-23 12:14:20,379 - mmaction - INFO - Epoch [2][1120/1492] lr: 1.000e-02, eta: 3 days, 1:49:05, time: 1.526, data_time: 0.425, memory: 5812, loss_cls: 8.0031, loss: 8.0031, grad_norm: 5.5100 2020-10-23 12:14:50,851 - mmaction - INFO - Epoch [2][1140/1492] lr: 1.000e-02, eta: 3 days, 1:43:02, time: 1.520, data_time: 0.765, memory: 5812, loss_cls: 8.0568, loss: 8.0568, grad_norm: 5.5135 2020-10-23 12:15:20,258 - mmaction - INFO - Epoch [2][1160/1492] lr: 1.000e-02, eta: 3 days, 1:36:14, time: 1.474, data_time: 0.510, memory: 5812, loss_cls: 8.0930, loss: 8.0930, grad_norm: 5.6072 2020-10-23 12:15:48,102 - mmaction - INFO - Epoch [2][1180/1492] lr: 1.000e-02, eta: 3 days, 1:28:02, time: 1.392, data_time: 0.696, memory: 5812, loss_cls: 7.9537, loss: 7.9537, grad_norm: 5.7158 2020-10-23 12:16:16,642 - mmaction - INFO - Epoch [2][1200/1492] lr: 1.000e-02, eta: 3 days, 1:20:34, time: 1.427, data_time: 0.802, memory: 5812, loss_cls: 7.9220, loss: 7.9220, grad_norm: 5.5663 2020-10-23 12:16:45,835 - mmaction - INFO - Epoch [2][1220/1492] lr: 1.000e-02, eta: 3 days, 1:13:48, time: 1.460, data_time: 0.888, memory: 5812, loss_cls: 7.9448, loss: 7.9448, grad_norm: 5.6262 2020-10-23 12:17:14,528 - mmaction - INFO - Epoch [2][1240/1492] lr: 1.000e-02, eta: 3 days, 1:06:41, time: 1.435, data_time: 0.697, memory: 5812, loss_cls: 8.0396, loss: 8.0396, grad_norm: 5.6589 2020-10-23 12:17:42,975 - mmaction - INFO - Epoch [2][1260/1492] lr: 1.000e-02, eta: 3 days, 0:59:26, time: 1.422, data_time: 0.341, memory: 5812, loss_cls: 7.9082, loss: 7.9082, grad_norm: 5.5470 2020-10-23 12:18:11,325 - mmaction - INFO - Epoch [2][1280/1492] lr: 1.000e-02, eta: 3 days, 0:52:12, time: 1.418, data_time: 0.817, memory: 5812, loss_cls: 7.9234, loss: 7.9234, grad_norm: 5.6561 2020-10-23 12:18:39,295 - mmaction - INFO - Epoch [2][1300/1492] lr: 1.000e-02, eta: 3 days, 0:44:44, time: 1.398, data_time: 0.817, memory: 5812, loss_cls: 8.0431, loss: 8.0431, grad_norm: 5.6330 2020-10-23 12:19:08,295 - mmaction - INFO - Epoch [2][1320/1492] lr: 1.000e-02, eta: 3 days, 0:38:16, time: 1.450, data_time: 0.911, memory: 5812, loss_cls: 7.9241, loss: 7.9241, grad_norm: 5.6098 2020-10-23 12:19:39,070 - mmaction - INFO - Epoch [2][1340/1492] lr: 1.000e-02, eta: 3 days, 0:33:24, time: 1.539, data_time: 0.942, memory: 5812, loss_cls: 8.0215, loss: 8.0215, grad_norm: 5.6439 2020-10-23 12:20:06,104 - mmaction - INFO - Epoch [2][1360/1492] lr: 1.000e-02, eta: 3 days, 0:25:23, time: 1.351, data_time: 0.771, memory: 5812, loss_cls: 7.9655, loss: 7.9655, grad_norm: 5.5104 2020-10-23 12:20:33,621 - mmaction - INFO - Epoch [2][1380/1492] lr: 1.000e-02, eta: 3 days, 0:17:52, time: 1.374, data_time: 0.761, memory: 5812, loss_cls: 7.9288, loss: 7.9288, grad_norm: 5.6328 2020-10-23 12:21:00,544 - mmaction - INFO - Epoch [2][1400/1492] lr: 1.000e-02, eta: 3 days, 0:10:01, time: 1.348, data_time: 0.219, memory: 5812, loss_cls: 8.0407, loss: 8.0407, grad_norm: 5.6410 2020-10-23 12:21:30,035 - mmaction - INFO - Epoch [2][1420/1492] lr: 1.000e-02, eta: 3 days, 0:04:22, time: 1.473, data_time: 0.563, memory: 5812, loss_cls: 7.8804, loss: 7.8804, grad_norm: 5.5625 2020-10-23 12:21:57,092 - mmaction - INFO - Epoch [2][1440/1492] lr: 1.000e-02, eta: 2 days, 23:56:47, time: 1.354, data_time: 0.776, memory: 5812, loss_cls: 7.8364, loss: 7.8364, grad_norm: 5.5134 2020-10-23 12:22:25,265 - mmaction - INFO - Epoch [2][1460/1492] lr: 1.000e-02, eta: 2 days, 23:50:12, time: 1.408, data_time: 0.724, memory: 5812, loss_cls: 7.8664, loss: 7.8664, grad_norm: 5.5103 2020-10-23 12:22:53,695 - mmaction - INFO - Epoch [2][1480/1492] lr: 1.000e-02, eta: 2 days, 23:43:51, time: 1.416, data_time: 0.836, memory: 5812, loss_cls: 7.9232, loss: 7.9232, grad_norm: 5.6156 2020-10-23 12:24:24,039 - mmaction - INFO - Epoch [3][20/1492] lr: 1.000e-02, eta: 2 days, 23:48:07, time: 3.147, data_time: 2.195, memory: 5812, loss_cls: 7.8764, loss: 7.8764, grad_norm: 5.6637 2020-10-23 12:24:53,421 - mmaction - INFO - Epoch [3][40/1492] lr: 1.000e-02, eta: 2 days, 23:42:39, time: 1.466, data_time: 0.210, memory: 5812, loss_cls: 7.8177, loss: 7.8177, grad_norm: 5.5499 2020-10-23 12:25:21,973 - mmaction - INFO - Epoch [3][60/1492] lr: 1.000e-02, eta: 2 days, 23:36:41, time: 1.430, data_time: 0.008, memory: 5812, loss_cls: 7.7826, loss: 7.7826, grad_norm: 5.5680 2020-10-23 12:25:51,222 - mmaction - INFO - Epoch [3][80/1492] lr: 1.000e-02, eta: 2 days, 23:31:18, time: 1.462, data_time: 0.001, memory: 5812, loss_cls: 7.8170, loss: 7.8170, grad_norm: 5.5880 2020-10-23 12:26:19,600 - mmaction - INFO - Epoch [3][100/1492] lr: 1.000e-02, eta: 2 days, 23:25:14, time: 1.414, data_time: 0.002, memory: 5812, loss_cls: 7.7937, loss: 7.7937, grad_norm: 5.6693 2020-10-23 12:26:47,321 - mmaction - INFO - Epoch [3][120/1492] lr: 1.000e-02, eta: 2 days, 23:18:50, time: 1.390, data_time: 0.007, memory: 5812, loss_cls: 7.8685, loss: 7.8685, grad_norm: 5.5473 2020-10-23 12:27:14,408 - mmaction - INFO - Epoch [3][140/1492] lr: 1.000e-02, eta: 2 days, 23:12:00, time: 1.356, data_time: 0.002, memory: 5812, loss_cls: 7.8217, loss: 7.8217, grad_norm: 5.6012 2020-10-23 12:27:41,022 - mmaction - INFO - Epoch [3][160/1492] lr: 1.000e-02, eta: 2 days, 23:04:51, time: 1.330, data_time: 0.007, memory: 5812, loss_cls: 7.9367, loss: 7.9367, grad_norm: 5.6154 2020-10-23 12:28:08,107 - mmaction - INFO - Epoch [3][180/1492] lr: 1.000e-02, eta: 2 days, 22:58:07, time: 1.353, data_time: 0.216, memory: 5812, loss_cls: 7.7908, loss: 7.7908, grad_norm: 5.7420 2020-10-23 12:28:35,081 - mmaction - INFO - Epoch [3][200/1492] lr: 1.000e-02, eta: 2 days, 22:51:26, time: 1.350, data_time: 0.188, memory: 5812, loss_cls: 7.6920, loss: 7.6920, grad_norm: 5.6407 2020-10-23 12:29:02,017 - mmaction - INFO - Epoch [3][220/1492] lr: 1.000e-02, eta: 2 days, 22:44:44, time: 1.344, data_time: 0.108, memory: 5812, loss_cls: 7.7275, loss: 7.7275, grad_norm: 5.5494 2020-10-23 12:29:29,264 - mmaction - INFO - Epoch [3][240/1492] lr: 1.000e-02, eta: 2 days, 22:38:25, time: 1.364, data_time: 0.020, memory: 5812, loss_cls: 7.7943, loss: 7.7943, grad_norm: 5.5757 2020-10-23 12:29:56,914 - mmaction - INFO - Epoch [3][260/1492] lr: 1.000e-02, eta: 2 days, 22:32:26, time: 1.383, data_time: 0.177, memory: 5812, loss_cls: 7.7344, loss: 7.7344, grad_norm: 5.4664 2020-10-23 12:30:25,011 - mmaction - INFO - Epoch [3][280/1492] lr: 1.000e-02, eta: 2 days, 22:26:51, time: 1.404, data_time: 0.042, memory: 5812, loss_cls: 7.9573, loss: 7.9573, grad_norm: 5.6122 2020-10-23 12:30:52,792 - mmaction - INFO - Epoch [3][300/1492] lr: 1.000e-02, eta: 2 days, 22:21:07, time: 1.390, data_time: 0.061, memory: 5812, loss_cls: 7.7958, loss: 7.7958, grad_norm: 5.5139 2020-10-23 12:31:19,996 - mmaction - INFO - Epoch [3][320/1492] lr: 1.000e-02, eta: 2 days, 22:15:01, time: 1.361, data_time: 0.305, memory: 5812, loss_cls: 7.9595, loss: 7.9595, grad_norm: 5.6286 2020-10-23 12:31:47,511 - mmaction - INFO - Epoch [3][340/1492] lr: 1.000e-02, eta: 2 days, 22:09:13, time: 1.376, data_time: 0.252, memory: 5812, loss_cls: 7.8207, loss: 7.8207, grad_norm: 5.5913 2020-10-23 12:32:14,778 - mmaction - INFO - Epoch [3][360/1492] lr: 1.000e-02, eta: 2 days, 22:03:15, time: 1.361, data_time: 0.346, memory: 5812, loss_cls: 7.7471, loss: 7.7471, grad_norm: 5.5550 2020-10-23 12:32:41,697 - mmaction - INFO - Epoch [3][380/1492] lr: 1.000e-02, eta: 2 days, 21:57:10, time: 1.348, data_time: 0.311, memory: 5812, loss_cls: 7.8180, loss: 7.8180, grad_norm: 5.6500 2020-10-23 12:33:09,534 - mmaction - INFO - Epoch [3][400/1492] lr: 1.000e-02, eta: 2 days, 21:51:47, time: 1.392, data_time: 0.250, memory: 5812, loss_cls: 7.9020, loss: 7.9020, grad_norm: 5.6092 2020-10-23 12:33:35,940 - mmaction - INFO - Epoch [3][420/1492] lr: 1.000e-02, eta: 2 days, 21:45:25, time: 1.319, data_time: 0.247, memory: 5812, loss_cls: 7.8464, loss: 7.8464, grad_norm: 5.5231 2020-10-23 12:34:02,567 - mmaction - INFO - Epoch [3][440/1492] lr: 1.000e-02, eta: 2 days, 21:39:18, time: 1.332, data_time: 0.252, memory: 5812, loss_cls: 7.8502, loss: 7.8502, grad_norm: 5.5415 2020-10-23 12:34:28,063 - mmaction - INFO - Epoch [3][460/1492] lr: 1.000e-02, eta: 2 days, 21:32:24, time: 1.272, data_time: 0.019, memory: 5812, loss_cls: 7.8330, loss: 7.8330, grad_norm: 5.5863 2020-10-23 12:34:55,177 - mmaction - INFO - Epoch [3][480/1492] lr: 1.000e-02, eta: 2 days, 21:26:46, time: 1.357, data_time: 0.006, memory: 5812, loss_cls: 7.7736, loss: 7.7736, grad_norm: 5.5958 2020-10-23 12:35:22,566 - mmaction - INFO - Epoch [3][500/1492] lr: 1.000e-02, eta: 2 days, 21:21:25, time: 1.372, data_time: 0.004, memory: 5812, loss_cls: 7.8268, loss: 7.8268, grad_norm: 5.5420 2020-10-23 12:35:50,166 - mmaction - INFO - Epoch [3][520/1492] lr: 1.000e-02, eta: 2 days, 21:16:10, time: 1.376, data_time: 0.096, memory: 5812, loss_cls: 7.8252, loss: 7.8252, grad_norm: 5.5260 2020-10-23 12:36:18,307 - mmaction - INFO - Epoch [3][540/1492] lr: 1.000e-02, eta: 2 days, 21:11:24, time: 1.407, data_time: 0.005, memory: 5812, loss_cls: 7.7222, loss: 7.7222, grad_norm: 5.4271 2020-10-23 12:36:43,654 - mmaction - INFO - Epoch [3][560/1492] lr: 1.000e-02, eta: 2 days, 21:04:49, time: 1.271, data_time: 0.005, memory: 5812, loss_cls: 7.7096, loss: 7.7096, grad_norm: 5.5014 2020-10-23 12:37:10,482 - mmaction - INFO - Epoch [3][580/1492] lr: 1.000e-02, eta: 2 days, 20:59:15, time: 1.340, data_time: 0.002, memory: 5812, loss_cls: 7.7870, loss: 7.7870, grad_norm: 5.5775 2020-10-23 12:37:38,021 - mmaction - INFO - Epoch [3][600/1492] lr: 1.000e-02, eta: 2 days, 20:54:14, time: 1.378, data_time: 0.002, memory: 5812, loss_cls: 7.9428, loss: 7.9428, grad_norm: 5.5559 2020-10-23 12:38:05,098 - mmaction - INFO - Epoch [3][620/1492] lr: 1.000e-02, eta: 2 days, 20:48:55, time: 1.350, data_time: 0.002, memory: 5812, loss_cls: 7.8744, loss: 7.8744, grad_norm: 5.5428 2020-10-23 12:38:33,048 - mmaction - INFO - Epoch [3][640/1492] lr: 1.000e-02, eta: 2 days, 20:44:19, time: 1.401, data_time: 0.008, memory: 5812, loss_cls: 7.9331, loss: 7.9331, grad_norm: 5.4999 2020-10-23 12:38:59,265 - mmaction - INFO - Epoch [3][660/1492] lr: 1.000e-02, eta: 2 days, 20:38:28, time: 1.302, data_time: 0.002, memory: 5812, loss_cls: 7.6743, loss: 7.6743, grad_norm: 5.4778 2020-10-23 12:39:24,753 - mmaction - INFO - Epoch [3][680/1492] lr: 1.000e-02, eta: 2 days, 20:32:24, time: 1.283, data_time: 0.010, memory: 5812, loss_cls: 7.6858, loss: 7.6858, grad_norm: 5.4294 2020-10-23 12:39:51,495 - mmaction - INFO - Epoch [3][700/1492] lr: 1.000e-02, eta: 2 days, 20:27:08, time: 1.338, data_time: 0.007, memory: 5812, loss_cls: 7.7774, loss: 7.7774, grad_norm: 5.4964 2020-10-23 12:40:18,096 - mmaction - INFO - Epoch [3][720/1492] lr: 1.000e-02, eta: 2 days, 20:21:45, time: 1.326, data_time: 0.001, memory: 5812, loss_cls: 7.8159, loss: 7.8159, grad_norm: 5.5720 2020-10-23 12:40:44,296 - mmaction - INFO - Epoch [3][740/1492] lr: 1.000e-02, eta: 2 days, 20:16:15, time: 1.312, data_time: 0.005, memory: 5812, loss_cls: 7.7445, loss: 7.7445, grad_norm: 5.3926 2020-10-23 12:41:10,909 - mmaction - INFO - Epoch [3][760/1492] lr: 1.000e-02, eta: 2 days, 20:11:03, time: 1.332, data_time: 0.002, memory: 5812, loss_cls: 7.7069, loss: 7.7069, grad_norm: 5.3511 2020-10-23 12:41:36,221 - mmaction - INFO - Epoch [3][780/1492] lr: 1.000e-02, eta: 2 days, 20:05:01, time: 1.263, data_time: 0.002, memory: 5812, loss_cls: 7.7464, loss: 7.7464, grad_norm: 5.5369 2020-10-23 12:42:03,001 - mmaction - INFO - Epoch [3][800/1492] lr: 1.000e-02, eta: 2 days, 20:00:04, time: 1.343, data_time: 0.005, memory: 5812, loss_cls: 7.7688, loss: 7.7688, grad_norm: 5.5007 2020-10-23 12:42:29,327 - mmaction - INFO - Epoch [3][820/1492] lr: 1.000e-02, eta: 2 days, 19:54:50, time: 1.316, data_time: 0.002, memory: 5812, loss_cls: 7.7287, loss: 7.7287, grad_norm: 5.5232 2020-10-23 12:42:56,836 - mmaction - INFO - Epoch [3][840/1492] lr: 1.000e-02, eta: 2 days, 19:50:21, time: 1.372, data_time: 0.002, memory: 5812, loss_cls: 7.8163, loss: 7.8163, grad_norm: 5.4733 2020-10-23 12:43:22,249 - mmaction - INFO - Epoch [3][860/1492] lr: 1.000e-02, eta: 2 days, 19:44:40, time: 1.274, data_time: 0.004, memory: 5812, loss_cls: 7.7479, loss: 7.7479, grad_norm: 5.4517 2020-10-23 12:43:48,572 - mmaction - INFO - Epoch [3][880/1492] lr: 1.000e-02, eta: 2 days, 19:39:35, time: 1.317, data_time: 0.001, memory: 5812, loss_cls: 7.7748, loss: 7.7748, grad_norm: 5.3754 2020-10-23 12:44:14,399 - mmaction - INFO - Epoch [3][900/1492] lr: 1.000e-02, eta: 2 days, 19:34:12, time: 1.290, data_time: 0.002, memory: 5812, loss_cls: 7.6097, loss: 7.6097, grad_norm: 5.3999 2020-10-23 12:44:39,636 - mmaction - INFO - Epoch [3][920/1492] lr: 1.000e-02, eta: 2 days, 19:28:33, time: 1.263, data_time: 0.003, memory: 5812, loss_cls: 7.7917, loss: 7.7917, grad_norm: 5.5596 2020-10-23 12:45:04,887 - mmaction - INFO - Epoch [3][940/1492] lr: 1.000e-02, eta: 2 days, 19:22:57, time: 1.262, data_time: 0.000, memory: 5812, loss_cls: 7.6913, loss: 7.6913, grad_norm: 5.5205 2020-10-23 12:45:30,529 - mmaction - INFO - Epoch [3][960/1492] lr: 1.000e-02, eta: 2 days, 19:17:38, time: 1.282, data_time: 0.101, memory: 5812, loss_cls: 7.7179, loss: 7.7179, grad_norm: 5.4358 2020-10-23 12:45:57,204 - mmaction - INFO - Epoch [3][980/1492] lr: 1.000e-02, eta: 2 days, 19:12:59, time: 1.333, data_time: 0.421, memory: 5812, loss_cls: 7.6734, loss: 7.6734, grad_norm: 5.5070 2020-10-23 12:46:24,291 - mmaction - INFO - Epoch [3][1000/1492] lr: 1.000e-02, eta: 2 days, 19:08:38, time: 1.354, data_time: 0.261, memory: 5812, loss_cls: 7.6979, loss: 7.6979, grad_norm: 5.4124 2020-10-23 12:46:50,692 - mmaction - INFO - Epoch [3][1020/1492] lr: 1.000e-02, eta: 2 days, 19:03:56, time: 1.321, data_time: 0.002, memory: 5812, loss_cls: 7.6968, loss: 7.6968, grad_norm: 5.4148 2020-10-23 12:47:16,489 - mmaction - INFO - Epoch [3][1040/1492] lr: 1.000e-02, eta: 2 days, 18:58:53, time: 1.290, data_time: 0.001, memory: 5812, loss_cls: 7.6069, loss: 7.6069, grad_norm: 5.3177 2020-10-23 12:47:39,984 - mmaction - INFO - Epoch [3][1060/1492] lr: 1.000e-02, eta: 2 days, 18:52:31, time: 1.175, data_time: 0.013, memory: 5812, loss_cls: 7.7727, loss: 7.7727, grad_norm: 5.5046 2020-10-23 12:48:06,076 - mmaction - INFO - Epoch [3][1080/1492] lr: 1.000e-02, eta: 2 days, 18:47:45, time: 1.304, data_time: 0.001, memory: 5812, loss_cls: 7.7610, loss: 7.7610, grad_norm: 5.5700 2020-10-23 12:48:33,746 - mmaction - INFO - Epoch [3][1100/1492] lr: 1.000e-02, eta: 2 days, 18:43:58, time: 1.383, data_time: 0.001, memory: 5812, loss_cls: 7.7850, loss: 7.7850, grad_norm: 5.5084 2020-10-23 12:49:01,583 - mmaction - INFO - Epoch [3][1120/1492] lr: 1.000e-02, eta: 2 days, 18:40:12, time: 1.383, data_time: 0.002, memory: 5812, loss_cls: 7.7867, loss: 7.7867, grad_norm: 5.6130 2020-10-23 12:49:28,596 - mmaction - INFO - Epoch [3][1140/1492] lr: 1.000e-02, eta: 2 days, 18:36:12, time: 1.360, data_time: 0.010, memory: 5812, loss_cls: 7.7871, loss: 7.7871, grad_norm: 5.5345 2020-10-23 12:49:54,525 - mmaction - INFO - Epoch [3][1160/1492] lr: 1.000e-02, eta: 2 days, 18:31:29, time: 1.297, data_time: 0.001, memory: 5812, loss_cls: 7.6831, loss: 7.6831, grad_norm: 5.5153 2020-10-23 12:50:20,101 - mmaction - INFO - Epoch [3][1180/1492] lr: 1.000e-02, eta: 2 days, 18:26:37, time: 1.279, data_time: 0.001, memory: 5812, loss_cls: 7.8213, loss: 7.8213, grad_norm: 5.5016 2020-10-23 12:50:46,244 - mmaction - INFO - Epoch [3][1200/1492] lr: 1.000e-02, eta: 2 days, 18:22:00, time: 1.298, data_time: 0.003, memory: 5812, loss_cls: 7.6897, loss: 7.6897, grad_norm: 5.4977 2020-10-23 12:51:12,261 - mmaction - INFO - Epoch [3][1220/1492] lr: 1.000e-02, eta: 2 days, 18:17:35, time: 1.310, data_time: 0.010, memory: 5812, loss_cls: 7.7070, loss: 7.7070, grad_norm: 5.4228 2020-10-23 12:51:38,752 - mmaction - INFO - Epoch [3][1240/1492] lr: 1.000e-02, eta: 2 days, 18:13:21, time: 1.324, data_time: 0.002, memory: 5812, loss_cls: 7.7415, loss: 7.7415, grad_norm: 5.5197 2020-10-23 12:52:05,866 - mmaction - INFO - Epoch [3][1260/1492] lr: 1.000e-02, eta: 2 days, 18:09:30, time: 1.355, data_time: 0.002, memory: 5812, loss_cls: 7.7753, loss: 7.7753, grad_norm: 5.5324 2020-10-23 12:52:31,654 - mmaction - INFO - Epoch [3][1280/1492] lr: 1.000e-02, eta: 2 days, 18:04:57, time: 1.290, data_time: 0.004, memory: 5812, loss_cls: 7.6999, loss: 7.6999, grad_norm: 5.3661 2020-10-23 12:52:56,668 - mmaction - INFO - Epoch [3][1300/1492] lr: 1.000e-02, eta: 2 days, 18:00:00, time: 1.251, data_time: 0.001, memory: 5812, loss_cls: 7.6706, loss: 7.6706, grad_norm: 5.4728 2020-10-23 12:53:22,188 - mmaction - INFO - Epoch [3][1320/1492] lr: 1.000e-02, eta: 2 days, 17:55:23, time: 1.276, data_time: 0.013, memory: 5812, loss_cls: 7.6788, loss: 7.6788, grad_norm: 5.5109 2020-10-23 12:53:49,613 - mmaction - INFO - Epoch [3][1340/1492] lr: 1.000e-02, eta: 2 days, 17:51:50, time: 1.370, data_time: 0.007, memory: 5812, loss_cls: 7.6651, loss: 7.6651, grad_norm: 5.4431 2020-10-23 12:54:15,817 - mmaction - INFO - Epoch [3][1360/1492] lr: 1.000e-02, eta: 2 days, 17:47:40, time: 1.311, data_time: 0.003, memory: 5812, loss_cls: 7.7036, loss: 7.7036, grad_norm: 5.4499 2020-10-23 12:54:42,594 - mmaction - INFO - Epoch [3][1380/1492] lr: 1.000e-02, eta: 2 days, 17:43:50, time: 1.338, data_time: 0.006, memory: 5812, loss_cls: 7.6684, loss: 7.6684, grad_norm: 5.4897 2020-10-23 12:55:09,772 - mmaction - INFO - Epoch [3][1400/1492] lr: 1.000e-02, eta: 2 days, 17:40:17, time: 1.361, data_time: 0.003, memory: 5812, loss_cls: 7.7562, loss: 7.7562, grad_norm: 5.4349 2020-10-23 12:55:34,788 - mmaction - INFO - Epoch [3][1420/1492] lr: 1.000e-02, eta: 2 days, 17:35:33, time: 1.250, data_time: 0.001, memory: 5812, loss_cls: 7.7282, loss: 7.7282, grad_norm: 5.4427 2020-10-23 12:56:00,411 - mmaction - INFO - Epoch [3][1440/1492] lr: 1.000e-02, eta: 2 days, 17:31:07, time: 1.274, data_time: 0.044, memory: 5812, loss_cls: 7.6004, loss: 7.6004, grad_norm: 5.4362 2020-10-23 12:56:27,184 - mmaction - INFO - Epoch [3][1460/1492] lr: 1.000e-02, eta: 2 days, 17:27:30, time: 1.347, data_time: 0.357, memory: 5812, loss_cls: 7.7272, loss: 7.7272, grad_norm: 5.4829 2020-10-23 12:56:52,925 - mmaction - INFO - Epoch [3][1480/1492] lr: 1.000e-02, eta: 2 days, 17:23:13, time: 1.281, data_time: 0.110, memory: 5812, loss_cls: 7.6322, loss: 7.6322, grad_norm: 5.4999 2020-10-23 12:58:00,765 - mmaction - INFO - Epoch [4][20/1492] lr: 1.000e-02, eta: 2 days, 17:20:45, time: 2.453, data_time: 1.874, memory: 5812, loss_cls: 7.5556, loss: 7.5556, grad_norm: 5.4829 2020-10-23 12:58:27,908 - mmaction - INFO - Epoch [4][40/1492] lr: 1.000e-02, eta: 2 days, 17:17:20, time: 1.357, data_time: 0.401, memory: 5812, loss_cls: 7.6861, loss: 7.6861, grad_norm: 5.3869 2020-10-23 12:58:54,110 - mmaction - INFO - Epoch [4][60/1492] lr: 1.000e-02, eta: 2 days, 17:13:27, time: 1.310, data_time: 0.134, memory: 5812, loss_cls: 7.6230, loss: 7.6230, grad_norm: 5.4406 2020-10-23 12:59:19,248 - mmaction - INFO - Epoch [4][80/1492] lr: 1.000e-02, eta: 2 days, 17:09:02, time: 1.256, data_time: 0.146, memory: 5812, loss_cls: 7.6042, loss: 7.6042, grad_norm: 5.4468 2020-10-23 12:59:44,212 - mmaction - INFO - Epoch [4][100/1492] lr: 1.000e-02, eta: 2 days, 17:04:33, time: 1.248, data_time: 0.325, memory: 5812, loss_cls: 7.6417, loss: 7.6417, grad_norm: 5.4151 2020-10-23 13:00:11,279 - mmaction - INFO - Epoch [4][120/1492] lr: 1.000e-02, eta: 2 days, 17:01:12, time: 1.351, data_time: 0.438, memory: 5812, loss_cls: 7.5684, loss: 7.5684, grad_norm: 5.5064 2020-10-23 13:00:36,965 - mmaction - INFO - Epoch [4][140/1492] lr: 1.000e-02, eta: 2 days, 16:57:11, time: 1.286, data_time: 0.237, memory: 5812, loss_cls: 7.5451, loss: 7.5451, grad_norm: 5.3867 2020-10-23 13:01:02,972 - mmaction - INFO - Epoch [4][160/1492] lr: 1.000e-02, eta: 2 days, 16:53:20, time: 1.299, data_time: 0.049, memory: 5812, loss_cls: 7.5849, loss: 7.5849, grad_norm: 5.5182 2020-10-23 13:01:28,001 - mmaction - INFO - Epoch [4][180/1492] lr: 1.000e-02, eta: 2 days, 16:49:01, time: 1.251, data_time: 0.003, memory: 5812, loss_cls: 7.6877, loss: 7.6877, grad_norm: 5.5052 2020-10-23 13:01:53,552 - mmaction - INFO - Epoch [4][200/1492] lr: 1.000e-02, eta: 2 days, 16:45:02, time: 1.280, data_time: 0.005, memory: 5812, loss_cls: 7.6609, loss: 7.6609, grad_norm: 5.4454 2020-10-23 13:02:19,786 - mmaction - INFO - Epoch [4][220/1492] lr: 1.000e-02, eta: 2 days, 16:41:23, time: 1.310, data_time: 0.539, memory: 5812, loss_cls: 7.6699, loss: 7.6699, grad_norm: 5.4012 2020-10-23 13:02:46,630 - mmaction - INFO - Epoch [4][240/1492] lr: 1.000e-02, eta: 2 days, 16:38:06, time: 1.342, data_time: 0.760, memory: 5812, loss_cls: 7.6642, loss: 7.6642, grad_norm: 5.5037 2020-10-23 13:03:13,020 - mmaction - INFO - Epoch [4][260/1492] lr: 1.000e-02, eta: 2 days, 16:34:35, time: 1.318, data_time: 0.750, memory: 5812, loss_cls: 7.6650, loss: 7.6650, grad_norm: 5.4963 2020-10-23 13:03:39,054 - mmaction - INFO - Epoch [4][280/1492] lr: 1.000e-02, eta: 2 days, 16:30:58, time: 1.304, data_time: 0.716, memory: 5812, loss_cls: 7.6236, loss: 7.6236, grad_norm: 5.4874 2020-10-23 13:04:03,263 - mmaction - INFO - Epoch [4][300/1492] lr: 1.000e-02, eta: 2 days, 16:26:26, time: 1.212, data_time: 0.614, memory: 5812, loss_cls: 7.6190, loss: 7.6190, grad_norm: 5.4630 2020-10-23 13:04:27,964 - mmaction - INFO - Epoch [4][320/1492] lr: 1.000e-02, eta: 2 days, 16:22:11, time: 1.236, data_time: 0.659, memory: 5812, loss_cls: 7.5825, loss: 7.5825, grad_norm: 5.3861 2020-10-23 13:04:53,149 - mmaction - INFO - Epoch [4][340/1492] lr: 1.000e-02, eta: 2 days, 16:18:11, time: 1.259, data_time: 0.671, memory: 5812, loss_cls: 7.6207, loss: 7.6207, grad_norm: 5.4731 2020-10-23 13:05:19,398 - mmaction - INFO - Epoch [4][360/1492] lr: 1.000e-02, eta: 2 days, 16:14:44, time: 1.309, data_time: 0.718, memory: 5812, loss_cls: 7.6097, loss: 7.6097, grad_norm: 5.4230 2020-10-23 13:05:44,803 - mmaction - INFO - Epoch [4][380/1492] lr: 1.000e-02, eta: 2 days, 16:10:55, time: 1.272, data_time: 0.710, memory: 5812, loss_cls: 7.5724, loss: 7.5724, grad_norm: 5.4133 2020-10-23 13:06:10,678 - mmaction - INFO - Epoch [4][400/1492] lr: 1.000e-02, eta: 2 days, 16:07:16, time: 1.283, data_time: 0.716, memory: 5812, loss_cls: 7.6017, loss: 7.6017, grad_norm: 5.3071 2020-10-23 13:06:35,859 - mmaction - INFO - Epoch [4][420/1492] lr: 1.000e-02, eta: 2 days, 16:03:27, time: 1.265, data_time: 0.697, memory: 5812, loss_cls: 7.6153, loss: 7.6153, grad_norm: 5.3945 2020-10-23 13:07:01,938 - mmaction - INFO - Epoch [4][440/1492] lr: 1.000e-02, eta: 2 days, 16:00:03, time: 1.305, data_time: 0.729, memory: 5812, loss_cls: 7.4959, loss: 7.4959, grad_norm: 5.2936 2020-10-23 13:07:26,223 - mmaction - INFO - Epoch [4][460/1492] lr: 1.000e-02, eta: 2 days, 15:55:48, time: 1.216, data_time: 0.646, memory: 5812, loss_cls: 7.6359, loss: 7.6359, grad_norm: 5.3999 2020-10-23 13:07:51,872 - mmaction - INFO - Epoch [4][480/1492] lr: 1.000e-02, eta: 2 days, 15:52:16, time: 1.285, data_time: 0.744, memory: 5812, loss_cls: 7.5905, loss: 7.5905, grad_norm: 5.3520 2020-10-23 13:08:18,008 - mmaction - INFO - Epoch [4][500/1492] lr: 1.000e-02, eta: 2 days, 15:48:56, time: 1.305, data_time: 0.672, memory: 5812, loss_cls: 7.5941, loss: 7.5941, grad_norm: 5.3045 2020-10-23 13:08:44,593 - mmaction - INFO - Epoch [4][520/1492] lr: 1.000e-02, eta: 2 days, 15:45:51, time: 1.327, data_time: 0.617, memory: 5812, loss_cls: 7.6660, loss: 7.6660, grad_norm: 5.4394 2020-10-23 13:09:10,582 - mmaction - INFO - Epoch [4][540/1492] lr: 1.000e-02, eta: 2 days, 15:42:32, time: 1.301, data_time: 0.331, memory: 5812, loss_cls: 7.6739, loss: 7.6739, grad_norm: 5.4021 2020-10-23 13:09:36,181 - mmaction - INFO - Epoch [4][560/1492] lr: 1.000e-02, eta: 2 days, 15:39:03, time: 1.282, data_time: 0.158, memory: 5812, loss_cls: 7.7262, loss: 7.7262, grad_norm: 5.3730 2020-10-23 13:10:01,773 - mmaction - INFO - Epoch [4][580/1492] lr: 1.000e-02, eta: 2 days, 15:35:33, time: 1.276, data_time: 0.257, memory: 5812, loss_cls: 7.5845, loss: 7.5845, grad_norm: 5.3823 2020-10-23 13:10:26,403 - mmaction - INFO - Epoch [4][600/1492] lr: 1.000e-02, eta: 2 days, 15:31:39, time: 1.232, data_time: 0.225, memory: 5812, loss_cls: 7.5792, loss: 7.5792, grad_norm: 5.4803 2020-10-23 13:10:51,588 - mmaction - INFO - Epoch [4][620/1492] lr: 1.000e-02, eta: 2 days, 15:28:04, time: 1.263, data_time: 0.258, memory: 5812, loss_cls: 7.6744, loss: 7.6744, grad_norm: 5.4485 2020-10-23 13:11:17,330 - mmaction - INFO - Epoch [4][640/1492] lr: 1.000e-02, eta: 2 days, 15:24:42, time: 1.284, data_time: 0.136, memory: 5812, loss_cls: 7.5984, loss: 7.5984, grad_norm: 5.3416 2020-10-23 13:11:43,431 - mmaction - INFO - Epoch [4][660/1492] lr: 1.000e-02, eta: 2 days, 15:21:35, time: 1.308, data_time: 0.189, memory: 5812, loss_cls: 7.5424, loss: 7.5424, grad_norm: 5.2810 2020-10-23 13:12:08,880 - mmaction - INFO - Epoch [4][680/1492] lr: 1.000e-02, eta: 2 days, 15:18:10, time: 1.272, data_time: 0.376, memory: 5812, loss_cls: 7.5877, loss: 7.5877, grad_norm: 5.4030 2020-10-23 13:12:34,289 - mmaction - INFO - Epoch [4][700/1492] lr: 1.000e-02, eta: 2 days, 15:14:45, time: 1.271, data_time: 0.050, memory: 5812, loss_cls: 7.5539, loss: 7.5539, grad_norm: 5.3938 2020-10-23 13:13:00,697 - mmaction - INFO - Epoch [4][720/1492] lr: 1.000e-02, eta: 2 days, 15:11:49, time: 1.320, data_time: 0.153, memory: 5812, loss_cls: 7.6726, loss: 7.6726, grad_norm: 5.5229 2020-10-23 13:13:26,159 - mmaction - INFO - Epoch [4][740/1492] lr: 1.000e-02, eta: 2 days, 15:08:28, time: 1.274, data_time: 0.010, memory: 5812, loss_cls: 7.5201, loss: 7.5201, grad_norm: 5.3693 2020-10-23 13:13:51,873 - mmaction - INFO - Epoch [4][760/1492] lr: 1.000e-02, eta: 2 days, 15:05:15, time: 1.285, data_time: 0.398, memory: 5812, loss_cls: 7.5828, loss: 7.5828, grad_norm: 5.3745 2020-10-23 13:14:17,039 - mmaction - INFO - Epoch [4][780/1492] lr: 1.000e-02, eta: 2 days, 15:01:49, time: 1.259, data_time: 0.138, memory: 5812, loss_cls: 7.5343, loss: 7.5343, grad_norm: 5.4907 2020-10-23 13:14:41,416 - mmaction - INFO - Epoch [4][800/1492] lr: 1.000e-02, eta: 2 days, 14:58:02, time: 1.219, data_time: 0.155, memory: 5812, loss_cls: 7.7319, loss: 7.7319, grad_norm: 5.4743 2020-10-23 13:15:05,717 - mmaction - INFO - Epoch [4][820/1492] lr: 1.000e-02, eta: 2 days, 14:54:13, time: 1.211, data_time: 0.252, memory: 5812, loss_cls: 7.4818, loss: 7.4818, grad_norm: 5.3802 2020-10-23 13:15:31,804 - mmaction - INFO - Epoch [4][840/1492] lr: 1.000e-02, eta: 2 days, 14:51:17, time: 1.307, data_time: 0.078, memory: 5812, loss_cls: 7.4958, loss: 7.4958, grad_norm: 5.2912 2020-10-23 13:15:58,066 - mmaction - INFO - Epoch [4][860/1492] lr: 1.000e-02, eta: 2 days, 14:48:23, time: 1.308, data_time: 0.002, memory: 5812, loss_cls: 7.5538, loss: 7.5538, grad_norm: 5.4201 2020-10-23 13:16:22,573 - mmaction - INFO - Epoch [4][880/1492] lr: 1.000e-02, eta: 2 days, 14:44:49, time: 1.232, data_time: 0.010, memory: 5812, loss_cls: 7.4581, loss: 7.4581, grad_norm: 5.2668 2020-10-23 13:16:48,153 - mmaction - INFO - Epoch [4][900/1492] lr: 1.000e-02, eta: 2 days, 14:41:41, time: 1.277, data_time: 0.000, memory: 5812, loss_cls: 7.6175, loss: 7.6175, grad_norm: 5.3671 2020-10-23 13:17:14,572 - mmaction - INFO - Epoch [4][920/1492] lr: 1.000e-02, eta: 2 days, 14:38:57, time: 1.321, data_time: 0.003, memory: 5812, loss_cls: 7.6169, loss: 7.6169, grad_norm: 5.3115 2020-10-23 13:17:38,960 - mmaction - INFO - Epoch [4][940/1492] lr: 1.000e-02, eta: 2 days, 14:35:21, time: 1.221, data_time: 0.003, memory: 5812, loss_cls: 7.5548, loss: 7.5548, grad_norm: 5.3388 2020-10-23 13:18:04,045 - mmaction - INFO - Epoch [4][960/1492] lr: 1.000e-02, eta: 2 days, 14:32:04, time: 1.254, data_time: 0.003, memory: 5812, loss_cls: 7.5782, loss: 7.5782, grad_norm: 5.3839 2020-10-23 13:18:29,464 - mmaction - INFO - Epoch [4][980/1492] lr: 1.000e-02, eta: 2 days, 14:28:56, time: 1.270, data_time: 0.006, memory: 5812, loss_cls: 7.5738, loss: 7.5738, grad_norm: 5.4441 2020-10-23 13:18:53,651 - mmaction - INFO - Epoch [4][1000/1492] lr: 1.000e-02, eta: 2 days, 14:25:20, time: 1.212, data_time: 0.003, memory: 5812, loss_cls: 7.6179, loss: 7.6179, grad_norm: 5.4663 2020-10-23 13:19:19,171 - mmaction - INFO - Epoch [4][1020/1492] lr: 1.000e-02, eta: 2 days, 14:22:17, time: 1.273, data_time: 0.001, memory: 5812, loss_cls: 7.4714, loss: 7.4714, grad_norm: 5.1937 2020-10-23 13:19:43,870 - mmaction - INFO - Epoch [4][1040/1492] lr: 1.000e-02, eta: 2 days, 14:18:55, time: 1.236, data_time: 0.004, memory: 5812, loss_cls: 7.5854, loss: 7.5854, grad_norm: 5.3591 2020-10-23 13:20:09,083 - mmaction - INFO - Epoch [4][1060/1492] lr: 1.000e-02, eta: 2 days, 14:15:49, time: 1.262, data_time: 0.051, memory: 5812, loss_cls: 7.5789, loss: 7.5789, grad_norm: 5.3012 2020-10-23 13:20:34,013 - mmaction - INFO - Epoch [4][1080/1492] lr: 1.000e-02, eta: 2 days, 14:12:34, time: 1.244, data_time: 0.131, memory: 5812, loss_cls: 7.5828, loss: 7.5828, grad_norm: 5.3650 2020-10-23 13:20:58,845 - mmaction - INFO - Epoch [4][1100/1492] lr: 1.000e-02, eta: 2 days, 14:09:21, time: 1.244, data_time: 0.381, memory: 5812, loss_cls: 7.6055, loss: 7.6055, grad_norm: 5.3279 2020-10-23 13:21:23,809 - mmaction - INFO - Epoch [4][1120/1492] lr: 1.000e-02, eta: 2 days, 14:06:05, time: 1.238, data_time: 0.290, memory: 5812, loss_cls: 7.6620, loss: 7.6620, grad_norm: 5.4173 2020-10-23 13:21:48,893 - mmaction - INFO - Epoch [4][1140/1492] lr: 1.000e-02, eta: 2 days, 14:02:59, time: 1.253, data_time: 0.219, memory: 5812, loss_cls: 7.6044, loss: 7.6044, grad_norm: 5.4200 2020-10-23 13:22:13,673 - mmaction - INFO - Epoch [4][1160/1492] lr: 1.000e-02, eta: 2 days, 13:59:52, time: 1.250, data_time: 0.014, memory: 5812, loss_cls: 7.5792, loss: 7.5792, grad_norm: 5.2312 2020-10-23 13:22:37,388 - mmaction - INFO - Epoch [4][1180/1492] lr: 1.000e-02, eta: 2 days, 13:56:12, time: 1.182, data_time: 0.001, memory: 5812, loss_cls: 7.5577, loss: 7.5577, grad_norm: 5.4003 2020-10-23 13:23:01,853 - mmaction - INFO - Epoch [4][1200/1492] lr: 1.000e-02, eta: 2 days, 13:52:53, time: 1.222, data_time: 0.005, memory: 5812, loss_cls: 7.5976, loss: 7.5976, grad_norm: 5.4990 2020-10-23 13:23:26,067 - mmaction - INFO - Epoch [4][1220/1492] lr: 1.000e-02, eta: 2 days, 13:49:33, time: 1.216, data_time: 0.006, memory: 5812, loss_cls: 7.4358, loss: 7.4358, grad_norm: 5.3774 2020-10-23 13:23:49,451 - mmaction - INFO - Epoch [4][1240/1492] lr: 1.000e-02, eta: 2 days, 13:45:49, time: 1.168, data_time: 0.001, memory: 5812, loss_cls: 7.6165, loss: 7.6165, grad_norm: 5.4048 2020-10-23 13:24:13,821 - mmaction - INFO - Epoch [4][1260/1492] lr: 1.000e-02, eta: 2 days, 13:42:32, time: 1.217, data_time: 0.003, memory: 5812, loss_cls: 7.5474, loss: 7.5474, grad_norm: 5.4349 2020-10-23 13:24:38,040 - mmaction - INFO - Epoch [4][1280/1492] lr: 1.000e-02, eta: 2 days, 13:39:11, time: 1.208, data_time: 0.004, memory: 5812, loss_cls: 7.5327, loss: 7.5327, grad_norm: 5.3541 2020-10-23 13:25:02,034 - mmaction - INFO - Epoch [4][1300/1492] lr: 1.000e-02, eta: 2 days, 13:35:49, time: 1.202, data_time: 0.006, memory: 5812, loss_cls: 7.6118, loss: 7.6118, grad_norm: 5.3781 2020-10-23 13:25:26,518 - mmaction - INFO - Epoch [4][1320/1492] lr: 1.000e-02, eta: 2 days, 13:32:36, time: 1.219, data_time: 0.004, memory: 5812, loss_cls: 7.6216, loss: 7.6216, grad_norm: 5.3903 2020-10-23 13:25:49,887 - mmaction - INFO - Epoch [4][1340/1492] lr: 1.000e-02, eta: 2 days, 13:29:03, time: 1.176, data_time: 0.011, memory: 5812, loss_cls: 7.5672, loss: 7.5672, grad_norm: 5.3791 2020-10-23 13:26:13,690 - mmaction - INFO - Epoch [4][1360/1492] lr: 1.000e-02, eta: 2 days, 13:25:35, time: 1.183, data_time: 0.002, memory: 5812, loss_cls: 7.6465, loss: 7.6465, grad_norm: 5.4318 2020-10-23 13:26:37,522 - mmaction - INFO - Epoch [4][1380/1492] lr: 1.000e-02, eta: 2 days, 13:22:16, time: 1.199, data_time: 0.009, memory: 5812, loss_cls: 7.6581, loss: 7.6581, grad_norm: 5.3512 2020-10-23 13:27:01,355 - mmaction - INFO - Epoch [4][1400/1492] lr: 1.000e-02, eta: 2 days, 13:18:53, time: 1.189, data_time: 0.001, memory: 5812, loss_cls: 7.6228, loss: 7.6228, grad_norm: 5.3442 2020-10-23 13:27:25,782 - mmaction - INFO - Epoch [4][1420/1492] lr: 1.000e-02, eta: 2 days, 13:15:47, time: 1.220, data_time: 0.005, memory: 5812, loss_cls: 7.6986, loss: 7.6986, grad_norm: 5.4406 2020-10-23 13:27:49,744 - mmaction - INFO - Epoch [4][1440/1492] lr: 1.000e-02, eta: 2 days, 13:12:33, time: 1.202, data_time: 0.006, memory: 5812, loss_cls: 7.6469, loss: 7.6469, grad_norm: 5.3541 2020-10-23 13:28:14,914 - mmaction - INFO - Epoch [4][1460/1492] lr: 1.000e-02, eta: 2 days, 13:09:47, time: 1.258, data_time: 0.003, memory: 5812, loss_cls: 7.5368, loss: 7.5368, grad_norm: 5.3478 2020-10-23 13:28:37,726 - mmaction - INFO - Epoch [4][1480/1492] lr: 1.000e-02, eta: 2 days, 13:06:05, time: 1.139, data_time: 0.004, memory: 5812, loss_cls: 7.4682, loss: 7.4682, grad_norm: 5.2699 2020-10-23 13:29:29,722 - mmaction - INFO - Epoch [5][20/1492] lr: 1.000e-02, eta: 2 days, 13:00:33, time: 1.867, data_time: 1.299, memory: 5812, loss_cls: 7.4189, loss: 7.4189, grad_norm: 5.2131 2020-10-23 13:29:56,050 - mmaction - INFO - Epoch [5][40/1492] lr: 1.000e-02, eta: 2 days, 12:58:18, time: 1.314, data_time: 0.636, memory: 5812, loss_cls: 7.4627, loss: 7.4627, grad_norm: 5.2164 2020-10-23 13:30:21,635 - mmaction - INFO - Epoch [5][60/1492] lr: 1.000e-02, eta: 2 days, 12:55:47, time: 1.279, data_time: 0.361, memory: 5812, loss_cls: 7.5049, loss: 7.5049, grad_norm: 5.3936 2020-10-23 13:30:46,956 - mmaction - INFO - Epoch [5][80/1492] lr: 1.000e-02, eta: 2 days, 12:53:10, time: 1.266, data_time: 0.005, memory: 5812, loss_cls: 7.5061, loss: 7.5061, grad_norm: 5.3293 2020-10-23 13:31:12,110 - mmaction - INFO - Epoch [5][100/1492] lr: 1.000e-02, eta: 2 days, 12:50:31, time: 1.259, data_time: 0.006, memory: 5812, loss_cls: 7.5355, loss: 7.5355, grad_norm: 5.3609 2020-10-23 13:31:36,922 - mmaction - INFO - Epoch [5][120/1492] lr: 1.000e-02, eta: 2 days, 12:47:44, time: 1.240, data_time: 0.002, memory: 5812, loss_cls: 7.6230, loss: 7.6230, grad_norm: 5.3695 2020-10-23 13:32:01,190 - mmaction - INFO - Epoch [5][140/1492] lr: 1.000e-02, eta: 2 days, 12:44:45, time: 1.212, data_time: 0.005, memory: 5812, loss_cls: 7.5397, loss: 7.5397, grad_norm: 5.2859 2020-10-23 13:32:25,032 - mmaction - INFO - Epoch [5][160/1492] lr: 1.000e-02, eta: 2 days, 12:41:36, time: 1.189, data_time: 0.005, memory: 5812, loss_cls: 7.5185, loss: 7.5185, grad_norm: 5.2880 2020-10-23 13:32:50,118 - mmaction - INFO - Epoch [5][180/1492] lr: 1.000e-02, eta: 2 days, 12:38:59, time: 1.255, data_time: 0.006, memory: 5812, loss_cls: 7.4418, loss: 7.4418, grad_norm: 5.2429 2020-10-23 13:33:14,526 - mmaction - INFO - Epoch [5][200/1492] lr: 1.000e-02, eta: 2 days, 12:36:05, time: 1.218, data_time: 0.007, memory: 5812, loss_cls: 7.4385, loss: 7.4385, grad_norm: 5.2708 2020-10-23 13:33:39,143 - mmaction - INFO - Epoch [5][220/1492] lr: 1.000e-02, eta: 2 days, 12:33:21, time: 1.235, data_time: 0.010, memory: 5812, loss_cls: 7.3515, loss: 7.3515, grad_norm: 5.3053 2020-10-23 13:34:03,480 - mmaction - INFO - Epoch [5][240/1492] lr: 1.000e-02, eta: 2 days, 12:30:30, time: 1.220, data_time: 0.005, memory: 5812, loss_cls: 7.4057, loss: 7.4057, grad_norm: 5.2979 2020-10-23 13:34:27,958 - mmaction - INFO - Epoch [5][260/1492] lr: 1.000e-02, eta: 2 days, 12:27:41, time: 1.221, data_time: 0.001, memory: 5812, loss_cls: 7.5197, loss: 7.5197, grad_norm: 5.2765 2020-10-23 13:34:52,357 - mmaction - INFO - Epoch [5][280/1492] lr: 1.000e-02, eta: 2 days, 12:24:51, time: 1.218, data_time: 0.004, memory: 5812, loss_cls: 7.3811, loss: 7.3811, grad_norm: 5.2952 2020-10-23 13:35:16,545 - mmaction - INFO - Epoch [5][300/1492] lr: 1.000e-02, eta: 2 days, 12:21:59, time: 1.210, data_time: 0.006, memory: 5812, loss_cls: 7.5333, loss: 7.5333, grad_norm: 5.2375 2020-10-23 13:35:41,134 - mmaction - INFO - Epoch [5][320/1492] lr: 1.000e-02, eta: 2 days, 12:19:17, time: 1.231, data_time: 0.006, memory: 5812, loss_cls: 7.6355, loss: 7.6355, grad_norm: 5.4007 2020-10-23 13:36:04,607 - mmaction - INFO - Epoch [5][340/1492] lr: 1.000e-02, eta: 2 days, 12:16:09, time: 1.172, data_time: 0.005, memory: 5812, loss_cls: 7.5865, loss: 7.5865, grad_norm: 5.2992 2020-10-23 13:36:28,072 - mmaction - INFO - Epoch [5][360/1492] lr: 1.000e-02, eta: 2 days, 12:13:03, time: 1.175, data_time: 0.005, memory: 5812, loss_cls: 7.4604, loss: 7.4604, grad_norm: 5.3534 2020-10-23 13:36:51,352 - mmaction - INFO - Epoch [5][380/1492] lr: 1.000e-02, eta: 2 days, 12:09:52, time: 1.160, data_time: 0.004, memory: 5812, loss_cls: 7.3560, loss: 7.3560, grad_norm: 5.2598 2020-10-23 13:37:14,715 - mmaction - INFO - Epoch [5][400/1492] lr: 1.000e-02, eta: 2 days, 12:06:46, time: 1.169, data_time: 0.008, memory: 5812, loss_cls: 7.3959, loss: 7.3959, grad_norm: 5.3031 2020-10-23 13:37:38,548 - mmaction - INFO - Epoch [5][420/1492] lr: 1.000e-02, eta: 2 days, 12:03:52, time: 1.194, data_time: 0.008, memory: 5812, loss_cls: 7.4338, loss: 7.4338, grad_norm: 5.3627 2020-10-23 13:38:02,706 - mmaction - INFO - Epoch [5][440/1492] lr: 1.000e-02, eta: 2 days, 12:01:05, time: 1.208, data_time: 0.006, memory: 5812, loss_cls: 7.2570, loss: 7.2570, grad_norm: 5.3172 2020-10-23 13:38:27,260 - mmaction - INFO - Epoch [5][460/1492] lr: 1.000e-02, eta: 2 days, 11:58:27, time: 1.225, data_time: 0.006, memory: 5812, loss_cls: 7.5031, loss: 7.5031, grad_norm: 5.2414 2020-10-23 13:38:51,576 - mmaction - INFO - Epoch [5][480/1492] lr: 1.000e-02, eta: 2 days, 11:55:48, time: 1.221, data_time: 0.008, memory: 5812, loss_cls: 7.4241, loss: 7.4241, grad_norm: 5.3255 2020-10-23 13:39:15,199 - mmaction - INFO - Epoch [5][500/1492] lr: 1.000e-02, eta: 2 days, 11:52:51, time: 1.178, data_time: 0.002, memory: 5812, loss_cls: 7.5485, loss: 7.5485, grad_norm: 5.4212 2020-10-23 13:39:39,663 - mmaction - INFO - Epoch [5][520/1492] lr: 1.000e-02, eta: 2 days, 11:50:14, time: 1.223, data_time: 0.007, memory: 5812, loss_cls: 7.5446, loss: 7.5446, grad_norm: 5.2101 2020-10-23 13:40:04,255 - mmaction - INFO - Epoch [5][540/1492] lr: 1.000e-02, eta: 2 days, 11:47:42, time: 1.232, data_time: 0.005, memory: 5812, loss_cls: 7.5118, loss: 7.5118, grad_norm: 5.4356 2020-10-23 13:40:28,047 - mmaction - INFO - Epoch [5][560/1492] lr: 1.000e-02, eta: 2 days, 11:44:53, time: 1.192, data_time: 0.004, memory: 5812, loss_cls: 7.5507, loss: 7.5507, grad_norm: 5.3501 2020-10-23 13:40:51,990 - mmaction - INFO - Epoch [5][580/1492] lr: 1.000e-02, eta: 2 days, 11:42:06, time: 1.192, data_time: 0.002, memory: 5812, loss_cls: 7.4364, loss: 7.4364, grad_norm: 5.3365 2020-10-23 13:41:16,435 - mmaction - INFO - Epoch [5][600/1492] lr: 1.000e-02, eta: 2 days, 11:39:33, time: 1.225, data_time: 0.007, memory: 5812, loss_cls: 7.3365, loss: 7.3365, grad_norm: 5.2781 2020-10-23 13:41:41,017 - mmaction - INFO - Epoch [5][620/1492] lr: 1.000e-02, eta: 2 days, 11:37:03, time: 1.229, data_time: 0.004, memory: 5812, loss_cls: 7.4185, loss: 7.4185, grad_norm: 5.3627 2020-10-23 13:42:04,841 - mmaction - INFO - Epoch [5][640/1492] lr: 1.000e-02, eta: 2 days, 11:34:16, time: 1.187, data_time: 0.005, memory: 5812, loss_cls: 7.4772, loss: 7.4772, grad_norm: 5.3145 2020-10-23 13:42:28,549 - mmaction - INFO - Epoch [5][660/1492] lr: 1.000e-02, eta: 2 days, 11:31:32, time: 1.192, data_time: 0.009, memory: 5812, loss_cls: 7.4795, loss: 7.4795, grad_norm: 5.3073 2020-10-23 13:42:52,506 - mmaction - INFO - Epoch [5][680/1492] lr: 1.000e-02, eta: 2 days, 11:28:48, time: 1.191, data_time: 0.002, memory: 5812, loss_cls: 7.4956, loss: 7.4956, grad_norm: 5.3579 2020-10-23 13:43:17,572 - mmaction - INFO - Epoch [5][700/1492] lr: 1.000e-02, eta: 2 days, 11:26:32, time: 1.255, data_time: 0.007, memory: 5812, loss_cls: 7.5280, loss: 7.5280, grad_norm: 5.1763 2020-10-23 13:43:41,215 - mmaction - INFO - Epoch [5][720/1492] lr: 1.000e-02, eta: 2 days, 11:23:46, time: 1.182, data_time: 0.006, memory: 5812, loss_cls: 7.3365, loss: 7.3365, grad_norm: 5.3169 2020-10-23 13:44:05,349 - mmaction - INFO - Epoch [5][740/1492] lr: 1.000e-02, eta: 2 days, 11:21:10, time: 1.204, data_time: 0.007, memory: 5812, loss_cls: 7.5286, loss: 7.5286, grad_norm: 5.2202 2020-10-23 13:44:29,341 - mmaction - INFO - Epoch [5][760/1492] lr: 1.000e-02, eta: 2 days, 11:18:35, time: 1.204, data_time: 0.010, memory: 5812, loss_cls: 7.4420, loss: 7.4420, grad_norm: 5.2429 2020-10-23 13:44:53,235 - mmaction - INFO - Epoch [5][780/1492] lr: 1.000e-02, eta: 2 days, 11:15:58, time: 1.197, data_time: 0.005, memory: 5812, loss_cls: 7.4299, loss: 7.4299, grad_norm: 5.2430 2020-10-23 13:45:17,853 - mmaction - INFO - Epoch [5][800/1492] lr: 1.000e-02, eta: 2 days, 11:13:36, time: 1.231, data_time: 0.001, memory: 5812, loss_cls: 7.5103, loss: 7.5103, grad_norm: 5.4396 2020-10-23 13:45:42,500 - mmaction - INFO - Epoch [5][820/1492] lr: 1.000e-02, eta: 2 days, 11:11:12, time: 1.225, data_time: 0.001, memory: 5812, loss_cls: 7.4525, loss: 7.4525, grad_norm: 5.3031 2020-10-23 13:46:07,119 - mmaction - INFO - Epoch [5][840/1492] lr: 1.000e-02, eta: 2 days, 11:08:52, time: 1.233, data_time: 0.009, memory: 5812, loss_cls: 7.3998, loss: 7.3998, grad_norm: 5.2429 2020-10-23 13:46:30,331 - mmaction - INFO - Epoch [5][860/1492] lr: 1.000e-02, eta: 2 days, 11:06:04, time: 1.164, data_time: 0.008, memory: 5812, loss_cls: 7.4264, loss: 7.4264, grad_norm: 5.1791 2020-10-23 13:46:54,637 - mmaction - INFO - Epoch [5][880/1492] lr: 1.000e-02, eta: 2 days, 11:03:35, time: 1.209, data_time: 0.003, memory: 5812, loss_cls: 7.4074, loss: 7.4074, grad_norm: 5.3267 2020-10-23 13:47:17,863 - mmaction - INFO - Epoch [5][900/1492] lr: 1.000e-02, eta: 2 days, 11:00:51, time: 1.169, data_time: 0.008, memory: 5812, loss_cls: 7.6452, loss: 7.6452, grad_norm: 5.4936 2020-10-23 13:47:41,029 - mmaction - INFO - Epoch [5][920/1492] lr: 1.000e-02, eta: 2 days, 10:58:01, time: 1.153, data_time: 0.001, memory: 5812, loss_cls: 7.5462, loss: 7.5462, grad_norm: 5.3952 2020-10-23 13:48:06,281 - mmaction - INFO - Epoch [5][940/1492] lr: 1.000e-02, eta: 2 days, 10:55:57, time: 1.264, data_time: 0.007, memory: 5812, loss_cls: 7.3308, loss: 7.3308, grad_norm: 5.2457 2020-10-23 13:48:30,125 - mmaction - INFO - Epoch [5][960/1492] lr: 1.000e-02, eta: 2 days, 10:53:25, time: 1.195, data_time: 0.005, memory: 5812, loss_cls: 7.4392, loss: 7.4392, grad_norm: 5.3652 2020-10-23 13:48:54,447 - mmaction - INFO - Epoch [5][980/1492] lr: 1.000e-02, eta: 2 days, 10:51:04, time: 1.218, data_time: 0.004, memory: 5812, loss_cls: 7.4090, loss: 7.4090, grad_norm: 5.3120 2020-10-23 13:49:17,998 - mmaction - INFO - Epoch [5][1000/1492] lr: 1.000e-02, eta: 2 days, 10:48:25, time: 1.173, data_time: 0.001, memory: 5812, loss_cls: 7.4374, loss: 7.4374, grad_norm: 5.2611 2020-10-23 13:49:42,411 - mmaction - INFO - Epoch [5][1020/1492] lr: 1.000e-02, eta: 2 days, 10:46:08, time: 1.225, data_time: 0.006, memory: 5812, loss_cls: 7.4593, loss: 7.4593, grad_norm: 5.3818 2020-10-23 13:50:06,312 - mmaction - INFO - Epoch [5][1040/1492] lr: 1.000e-02, eta: 2 days, 10:43:40, time: 1.195, data_time: 0.004, memory: 5812, loss_cls: 7.4380, loss: 7.4380, grad_norm: 5.2252 2020-10-23 13:50:30,025 - mmaction - INFO - Epoch [5][1060/1492] lr: 1.000e-02, eta: 2 days, 10:41:08, time: 1.186, data_time: 0.001, memory: 5812, loss_cls: 7.3856, loss: 7.3856, grad_norm: 5.1897 2020-10-23 13:50:53,536 - mmaction - INFO - Epoch [5][1080/1492] lr: 1.000e-02, eta: 2 days, 10:38:33, time: 1.175, data_time: 0.001, memory: 5812, loss_cls: 7.3955, loss: 7.3955, grad_norm: 5.1832 2020-10-23 13:51:17,577 - mmaction - INFO - Epoch [5][1100/1492] lr: 1.000e-02, eta: 2 days, 10:36:08, time: 1.200, data_time: 0.003, memory: 5812, loss_cls: 7.6027, loss: 7.6027, grad_norm: 5.3661 2020-10-23 13:51:40,708 - mmaction - INFO - Epoch [5][1120/1492] lr: 1.000e-02, eta: 2 days, 10:33:25, time: 1.152, data_time: 0.006, memory: 5812, loss_cls: 7.5462, loss: 7.5462, grad_norm: 5.2511 2020-10-23 13:52:05,000 - mmaction - INFO - Epoch [5][1140/1492] lr: 1.000e-02, eta: 2 days, 10:31:08, time: 1.215, data_time: 0.009, memory: 5812, loss_cls: 7.4359, loss: 7.4359, grad_norm: 5.2482 2020-10-23 13:52:28,968 - mmaction - INFO - Epoch [5][1160/1492] lr: 1.000e-02, eta: 2 days, 10:28:48, time: 1.205, data_time: 0.008, memory: 5812, loss_cls: 7.5424, loss: 7.5424, grad_norm: 5.2821 2020-10-23 13:52:53,051 - mmaction - INFO - Epoch [5][1180/1492] lr: 1.000e-02, eta: 2 days, 10:26:28, time: 1.202, data_time: 0.005, memory: 5812, loss_cls: 7.4906, loss: 7.4906, grad_norm: 5.3551 2020-10-23 13:53:17,120 - mmaction - INFO - Epoch [5][1200/1492] lr: 1.000e-02, eta: 2 days, 10:24:08, time: 1.203, data_time: 0.003, memory: 5812, loss_cls: 7.4306, loss: 7.4306, grad_norm: 5.2897 2020-10-23 13:53:41,424 - mmaction - INFO - Epoch [5][1220/1492] lr: 1.000e-02, eta: 2 days, 10:21:53, time: 1.214, data_time: 0.004, memory: 5812, loss_cls: 7.3710, loss: 7.3710, grad_norm: 5.2559 2020-10-23 13:54:05,363 - mmaction - INFO - Epoch [5][1240/1492] lr: 1.000e-02, eta: 2 days, 10:19:32, time: 1.197, data_time: 0.005, memory: 5812, loss_cls: 7.4564, loss: 7.4564, grad_norm: 5.2208 2020-10-23 13:54:28,606 - mmaction - INFO - Epoch [5][1260/1492] lr: 1.000e-02, eta: 2 days, 10:16:59, time: 1.166, data_time: 0.006, memory: 5812, loss_cls: 7.3750, loss: 7.3750, grad_norm: 5.2642 2020-10-23 13:54:52,565 - mmaction - INFO - Epoch [5][1280/1492] lr: 1.000e-02, eta: 2 days, 10:14:40, time: 1.197, data_time: 0.006, memory: 5812, loss_cls: 7.4927, loss: 7.4927, grad_norm: 5.3036 2020-10-23 13:55:15,863 - mmaction - INFO - Epoch [5][1300/1492] lr: 1.000e-02, eta: 2 days, 10:12:07, time: 1.161, data_time: 0.002, memory: 5812, loss_cls: 7.6254, loss: 7.6254, grad_norm: 5.3604 2020-10-23 13:55:39,963 - mmaction - INFO - Epoch [5][1320/1492] lr: 1.000e-02, eta: 2 days, 10:09:53, time: 1.209, data_time: 0.006, memory: 5812, loss_cls: 7.5697, loss: 7.5697, grad_norm: 5.2675 2020-10-23 13:56:03,294 - mmaction - INFO - Epoch [5][1340/1492] lr: 1.000e-02, eta: 2 days, 10:07:22, time: 1.163, data_time: 0.005, memory: 5812, loss_cls: 7.3939, loss: 7.3939, grad_norm: 5.2288 2020-10-23 13:56:27,776 - mmaction - INFO - Epoch [5][1360/1492] lr: 1.000e-02, eta: 2 days, 10:05:17, time: 1.227, data_time: 0.011, memory: 5812, loss_cls: 7.4538, loss: 7.4538, grad_norm: 5.2890 2020-10-23 13:56:49,811 - mmaction - INFO - Epoch [5][1380/1492] lr: 1.000e-02, eta: 2 days, 10:02:24, time: 1.102, data_time: 0.002, memory: 5812, loss_cls: 7.5035, loss: 7.5035, grad_norm: 5.1978 2020-10-23 13:57:13,889 - mmaction - INFO - Epoch [5][1400/1492] lr: 1.000e-02, eta: 2 days, 10:00:07, time: 1.193, data_time: 0.001, memory: 5812, loss_cls: 7.5428, loss: 7.5428, grad_norm: 5.2807 2020-10-23 13:57:38,394 - mmaction - INFO - Epoch [5][1420/1492] lr: 1.000e-02, eta: 2 days, 9:58:07, time: 1.236, data_time: 0.013, memory: 5812, loss_cls: 7.4886, loss: 7.4886, grad_norm: 5.2147 2020-10-23 13:58:03,191 - mmaction - INFO - Epoch [5][1440/1492] lr: 1.000e-02, eta: 2 days, 9:56:08, time: 1.239, data_time: 0.002, memory: 5812, loss_cls: 7.4828, loss: 7.4828, grad_norm: 5.1880 2020-10-23 13:58:28,259 - mmaction - INFO - Epoch [5][1460/1492] lr: 1.000e-02, eta: 2 days, 9:54:12, time: 1.244, data_time: 0.004, memory: 5812, loss_cls: 7.4567, loss: 7.4567, grad_norm: 5.1807 2020-10-23 13:58:51,970 - mmaction - INFO - Epoch [5][1480/1492] lr: 1.000e-02, eta: 2 days, 9:51:55, time: 1.187, data_time: 0.013, memory: 5812, loss_cls: 7.4059, loss: 7.4059, grad_norm: 5.2353 2020-10-23 13:59:06,815 - mmaction - INFO - Saving checkpoint at 5 epochs 2020-10-23 14:01:18,259 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-23 14:01:19,548 - mmaction - INFO - mean_average_precision 0.4256 2020-10-23 14:01:19,576 - mmaction - INFO - Epoch(val) [5][1492] mean_average_precision: 0.4256 2020-10-23 14:01:53,713 - mmaction - INFO - Epoch [6][20/1492] lr: 1.000e-02, eta: 2 days, 9:47:03, time: 1.704, data_time: 0.636, memory: 5812, loss_cls: 7.3801, loss: 7.3801, grad_norm: 5.3073 2020-10-23 14:02:18,070 - mmaction - INFO - Epoch [6][40/1492] lr: 1.000e-02, eta: 2 days, 9:44:59, time: 1.217, data_time: 0.010, memory: 5812, loss_cls: 7.4562, loss: 7.4562, grad_norm: 5.2350 2020-10-23 14:02:42,235 - mmaction - INFO - Epoch [6][60/1492] lr: 1.000e-02, eta: 2 days, 9:42:50, time: 1.204, data_time: 0.005, memory: 5812, loss_cls: 7.2904, loss: 7.2904, grad_norm: 5.1550 2020-10-23 14:03:06,355 - mmaction - INFO - Epoch [6][80/1492] lr: 1.000e-02, eta: 2 days, 9:40:43, time: 1.207, data_time: 0.007, memory: 5812, loss_cls: 7.4876, loss: 7.4876, grad_norm: 5.2569 2020-10-23 14:03:30,337 - mmaction - INFO - Epoch [6][100/1492] lr: 1.000e-02, eta: 2 days, 9:38:35, time: 1.203, data_time: 0.007, memory: 5812, loss_cls: 7.2902, loss: 7.2902, grad_norm: 5.1191 2020-10-23 14:03:53,499 - mmaction - INFO - Epoch [6][120/1492] lr: 1.000e-02, eta: 2 days, 9:36:12, time: 1.160, data_time: 0.004, memory: 5812, loss_cls: 7.4180, loss: 7.4180, grad_norm: 5.2260 2020-10-23 14:04:16,748 - mmaction - INFO - Epoch [6][140/1492] lr: 1.000e-02, eta: 2 days, 9:33:49, time: 1.159, data_time: 0.001, memory: 5812, loss_cls: 7.4385, loss: 7.4385, grad_norm: 5.3414 2020-10-23 14:04:39,849 - mmaction - INFO - Epoch [6][160/1492] lr: 1.000e-02, eta: 2 days, 9:31:26, time: 1.157, data_time: 0.004, memory: 5812, loss_cls: 7.3952, loss: 7.3952, grad_norm: 5.2639 2020-10-23 14:05:03,178 - mmaction - INFO - Epoch [6][180/1492] lr: 1.000e-02, eta: 2 days, 9:29:07, time: 1.167, data_time: 0.003, memory: 5812, loss_cls: 7.4026, loss: 7.4026, grad_norm: 5.2890 2020-10-23 14:05:26,807 - mmaction - INFO - Epoch [6][200/1492] lr: 1.000e-02, eta: 2 days, 9:26:52, time: 1.176, data_time: 0.002, memory: 5812, loss_cls: 7.3747, loss: 7.3747, grad_norm: 5.2582 2020-10-23 14:05:49,064 - mmaction - INFO - Epoch [6][220/1492] lr: 1.000e-02, eta: 2 days, 9:24:16, time: 1.118, data_time: 0.008, memory: 5812, loss_cls: 7.4199, loss: 7.4199, grad_norm: 5.3469 2020-10-23 14:06:12,313 - mmaction - INFO - Epoch [6][240/1492] lr: 1.000e-02, eta: 2 days, 9:21:58, time: 1.164, data_time: 0.002, memory: 5812, loss_cls: 7.3445, loss: 7.3445, grad_norm: 5.2340 2020-10-23 14:06:35,795 - mmaction - INFO - Epoch [6][260/1492] lr: 1.000e-02, eta: 2 days, 9:19:43, time: 1.171, data_time: 0.003, memory: 5812, loss_cls: 7.2855, loss: 7.2855, grad_norm: 5.2521 2020-10-23 14:06:59,305 - mmaction - INFO - Epoch [6][280/1492] lr: 1.000e-02, eta: 2 days, 9:17:31, time: 1.178, data_time: 0.004, memory: 5812, loss_cls: 7.4346, loss: 7.4346, grad_norm: 5.2971 2020-10-23 14:07:22,698 - mmaction - INFO - Epoch [6][300/1492] lr: 1.000e-02, eta: 2 days, 9:15:16, time: 1.168, data_time: 0.001, memory: 5812, loss_cls: 7.3768, loss: 7.3768, grad_norm: 5.1611 2020-10-23 14:07:45,698 - mmaction - INFO - Epoch [6][320/1492] lr: 1.000e-02, eta: 2 days, 9:12:56, time: 1.151, data_time: 0.004, memory: 5812, loss_cls: 7.3492, loss: 7.3492, grad_norm: 5.2483 2020-10-23 14:08:08,983 - mmaction - INFO - Epoch [6][340/1492] lr: 1.000e-02, eta: 2 days, 9:10:41, time: 1.164, data_time: 0.003, memory: 5812, loss_cls: 7.3612, loss: 7.3612, grad_norm: 5.1529 2020-10-23 14:08:32,840 - mmaction - INFO - Epoch [6][360/1492] lr: 1.000e-02, eta: 2 days, 9:08:36, time: 1.191, data_time: 0.003, memory: 5812, loss_cls: 7.3700, loss: 7.3700, grad_norm: 5.1265 2020-10-23 14:08:55,592 - mmaction - INFO - Epoch [6][380/1492] lr: 1.000e-02, eta: 2 days, 9:06:14, time: 1.140, data_time: 0.004, memory: 5812, loss_cls: 7.5581, loss: 7.5581, grad_norm: 5.3311 2020-10-23 14:09:18,655 - mmaction - INFO - Epoch [6][400/1492] lr: 1.000e-02, eta: 2 days, 9:03:53, time: 1.144, data_time: 0.001, memory: 5812, loss_cls: 7.4374, loss: 7.4374, grad_norm: 5.2627 2020-10-23 14:09:42,112 - mmaction - INFO - Epoch [6][420/1492] lr: 1.000e-02, eta: 2 days, 9:01:45, time: 1.178, data_time: 0.012, memory: 5812, loss_cls: 7.3831, loss: 7.3831, grad_norm: 5.2919 2020-10-23 14:10:04,996 - mmaction - INFO - Epoch [6][440/1492] lr: 1.000e-02, eta: 2 days, 8:59:27, time: 1.148, data_time: 0.005, memory: 5812, loss_cls: 7.2798, loss: 7.2798, grad_norm: 5.3277 2020-10-23 14:10:28,996 - mmaction - INFO - Epoch [6][460/1492] lr: 1.000e-02, eta: 2 days, 8:57:26, time: 1.196, data_time: 0.003, memory: 5812, loss_cls: 7.3761, loss: 7.3761, grad_norm: 5.1908 2020-10-23 14:10:51,903 - mmaction - INFO - Epoch [6][480/1492] lr: 1.000e-02, eta: 2 days, 8:55:10, time: 1.150, data_time: 0.005, memory: 5812, loss_cls: 7.3696, loss: 7.3696, grad_norm: 5.2390 2020-10-23 14:11:15,537 - mmaction - INFO - Epoch [6][500/1492] lr: 1.000e-02, eta: 2 days, 8:53:04, time: 1.176, data_time: 0.001, memory: 5812, loss_cls: 7.4910, loss: 7.4910, grad_norm: 5.2531 2020-10-23 14:11:39,112 - mmaction - INFO - Epoch [6][520/1492] lr: 1.000e-02, eta: 2 days, 8:51:00, time: 1.182, data_time: 0.007, memory: 5812, loss_cls: 7.3031, loss: 7.3031, grad_norm: 5.1771 2020-10-23 14:12:02,107 - mmaction - INFO - Epoch [6][540/1492] lr: 1.000e-02, eta: 2 days, 8:48:46, time: 1.151, data_time: 0.004, memory: 5812, loss_cls: 7.4015, loss: 7.4015, grad_norm: 5.2532 2020-10-23 14:12:25,361 - mmaction - INFO - Epoch [6][560/1492] lr: 1.000e-02, eta: 2 days, 8:46:36, time: 1.162, data_time: 0.001, memory: 5812, loss_cls: 7.4207, loss: 7.4207, grad_norm: 5.3114 2020-10-23 14:12:48,531 - mmaction - INFO - Epoch [6][580/1492] lr: 1.000e-02, eta: 2 days, 8:44:24, time: 1.155, data_time: 0.002, memory: 5812, loss_cls: 7.4395, loss: 7.4395, grad_norm: 5.2832 2020-10-23 14:13:12,546 - mmaction - INFO - Epoch [6][600/1492] lr: 1.000e-02, eta: 2 days, 8:42:30, time: 1.205, data_time: 0.006, memory: 5812, loss_cls: 7.3216, loss: 7.3216, grad_norm: 5.1694 2020-10-23 14:13:35,803 - mmaction - INFO - Epoch [6][620/1492] lr: 1.000e-02, eta: 2 days, 8:40:22, time: 1.161, data_time: 0.001, memory: 5812, loss_cls: 7.3611, loss: 7.3611, grad_norm: 5.1331 2020-10-23 14:13:59,650 - mmaction - INFO - Epoch [6][640/1492] lr: 1.000e-02, eta: 2 days, 8:38:23, time: 1.187, data_time: 0.004, memory: 5812, loss_cls: 7.3140, loss: 7.3140, grad_norm: 5.1553 2020-10-23 14:14:23,231 - mmaction - INFO - Epoch [6][660/1492] lr: 1.000e-02, eta: 2 days, 8:36:21, time: 1.179, data_time: 0.010, memory: 5812, loss_cls: 7.3321, loss: 7.3321, grad_norm: 5.1406 2020-10-23 14:14:47,692 - mmaction - INFO - Epoch [6][680/1492] lr: 1.000e-02, eta: 2 days, 8:34:37, time: 1.228, data_time: 0.010, memory: 5812, loss_cls: 7.4304, loss: 7.4304, grad_norm: 5.2454 2020-10-23 14:15:10,491 - mmaction - INFO - Epoch [6][700/1492] lr: 1.000e-02, eta: 2 days, 8:32:24, time: 1.141, data_time: 0.006, memory: 5812, loss_cls: 7.5308, loss: 7.5308, grad_norm: 5.2956 2020-10-23 14:15:33,903 - mmaction - INFO - Epoch [6][720/1492] lr: 1.000e-02, eta: 2 days, 8:30:20, time: 1.169, data_time: 0.003, memory: 5812, loss_cls: 7.4812, loss: 7.4812, grad_norm: 5.1866 2020-10-23 14:15:56,879 - mmaction - INFO - Epoch [6][740/1492] lr: 1.000e-02, eta: 2 days, 8:28:11, time: 1.150, data_time: 0.006, memory: 5812, loss_cls: 7.3716, loss: 7.3716, grad_norm: 5.2860 2020-10-23 14:16:20,538 - mmaction - INFO - Epoch [6][760/1492] lr: 1.000e-02, eta: 2 days, 8:26:14, time: 1.185, data_time: 0.006, memory: 5812, loss_cls: 7.4465, loss: 7.4465, grad_norm: 5.2411 2020-10-23 14:16:44,154 - mmaction - INFO - Epoch [6][780/1492] lr: 1.000e-02, eta: 2 days, 8:24:15, time: 1.176, data_time: 0.002, memory: 5812, loss_cls: 7.3324, loss: 7.3324, grad_norm: 5.1331 2020-10-23 14:17:07,919 - mmaction - INFO - Epoch [6][800/1492] lr: 1.000e-02, eta: 2 days, 8:22:18, time: 1.183, data_time: 0.008, memory: 5812, loss_cls: 7.3005, loss: 7.3005, grad_norm: 5.2447 2020-10-23 14:17:31,409 - mmaction - INFO - Epoch [6][820/1492] lr: 1.000e-02, eta: 2 days, 8:20:22, time: 1.183, data_time: 0.011, memory: 5812, loss_cls: 7.2891, loss: 7.2891, grad_norm: 5.2736 2020-10-23 14:17:54,867 - mmaction - INFO - Epoch [6][840/1492] lr: 1.000e-02, eta: 2 days, 8:18:21, time: 1.169, data_time: 0.002, memory: 5812, loss_cls: 7.3256, loss: 7.3256, grad_norm: 5.2972 2020-10-23 14:18:17,979 - mmaction - INFO - Epoch [6][860/1492] lr: 1.000e-02, eta: 2 days, 8:16:17, time: 1.158, data_time: 0.008, memory: 5812, loss_cls: 7.4515, loss: 7.4515, grad_norm: 5.2158 2020-10-23 14:18:42,086 - mmaction - INFO - Epoch [6][880/1492] lr: 1.000e-02, eta: 2 days, 8:14:30, time: 1.204, data_time: 0.004, memory: 5812, loss_cls: 7.4007, loss: 7.4007, grad_norm: 5.1858 2020-10-23 14:19:05,380 - mmaction - INFO - Epoch [6][900/1492] lr: 1.000e-02, eta: 2 days, 8:12:30, time: 1.168, data_time: 0.005, memory: 5812, loss_cls: 7.4075, loss: 7.4075, grad_norm: 5.1669 2020-10-23 14:19:29,682 - mmaction - INFO - Epoch [6][920/1492] lr: 1.000e-02, eta: 2 days, 8:10:47, time: 1.215, data_time: 0.001, memory: 5812, loss_cls: 7.3869, loss: 7.3869, grad_norm: 5.1864 2020-10-23 14:19:53,425 - mmaction - INFO - Epoch [6][940/1492] lr: 1.000e-02, eta: 2 days, 8:08:55, time: 1.187, data_time: 0.001, memory: 5812, loss_cls: 7.3068, loss: 7.3068, grad_norm: 5.2532 2020-10-23 14:20:16,949 - mmaction - INFO - Epoch [6][960/1492] lr: 1.000e-02, eta: 2 days, 8:06:59, time: 1.176, data_time: 0.003, memory: 5812, loss_cls: 7.4324, loss: 7.4324, grad_norm: 5.3250 2020-10-23 14:20:40,922 - mmaction - INFO - Epoch [6][980/1492] lr: 1.000e-02, eta: 2 days, 8:05:12, time: 1.199, data_time: 0.002, memory: 5812, loss_cls: 7.2893, loss: 7.2893, grad_norm: 5.2369 2020-10-23 14:21:04,904 - mmaction - INFO - Epoch [6][1000/1492] lr: 1.000e-02, eta: 2 days, 8:03:24, time: 1.197, data_time: 0.002, memory: 5812, loss_cls: 7.6012, loss: 7.6012, grad_norm: 5.3904 2020-10-23 14:21:28,786 - mmaction - INFO - Epoch [6][1020/1492] lr: 1.000e-02, eta: 2 days, 8:01:36, time: 1.195, data_time: 0.003, memory: 5812, loss_cls: 7.2309, loss: 7.2309, grad_norm: 5.0984 2020-10-23 14:21:53,024 - mmaction - INFO - Epoch [6][1040/1492] lr: 1.000e-02, eta: 2 days, 7:59:54, time: 1.213, data_time: 0.003, memory: 5812, loss_cls: 7.3587, loss: 7.3587, grad_norm: 5.0976 2020-10-23 14:22:15,610 - mmaction - INFO - Epoch [6][1060/1492] lr: 1.000e-02, eta: 2 days, 7:57:45, time: 1.127, data_time: 0.001, memory: 5812, loss_cls: 7.2841, loss: 7.2841, grad_norm: 5.1023 2020-10-23 14:22:39,111 - mmaction - INFO - Epoch [6][1080/1492] lr: 1.000e-02, eta: 2 days, 7:55:51, time: 1.174, data_time: 0.004, memory: 5812, loss_cls: 7.2932, loss: 7.2932, grad_norm: 5.1842 2020-10-23 14:23:02,426 - mmaction - INFO - Epoch [6][1100/1492] lr: 1.000e-02, eta: 2 days, 7:53:56, time: 1.167, data_time: 0.006, memory: 5812, loss_cls: 7.3455, loss: 7.3455, grad_norm: 5.2982 2020-10-23 14:23:25,464 - mmaction - INFO - Epoch [6][1120/1492] lr: 1.000e-02, eta: 2 days, 7:51:56, time: 1.154, data_time: 0.005, memory: 5812, loss_cls: 7.3964, loss: 7.3964, grad_norm: 5.1901 2020-10-23 14:23:48,933 - mmaction - INFO - Epoch [6][1140/1492] lr: 1.000e-02, eta: 2 days, 7:50:02, time: 1.169, data_time: 0.002, memory: 5812, loss_cls: 7.2239, loss: 7.2239, grad_norm: 5.2647 2020-10-23 14:24:11,738 - mmaction - INFO - Epoch [6][1160/1492] lr: 1.000e-02, eta: 2 days, 7:48:01, time: 1.144, data_time: 0.007, memory: 5812, loss_cls: 7.3464, loss: 7.3464, grad_norm: 5.2491 2020-10-23 14:24:34,887 - mmaction - INFO - Epoch [6][1180/1492] lr: 1.000e-02, eta: 2 days, 7:46:04, time: 1.157, data_time: 0.002, memory: 5812, loss_cls: 7.3827, loss: 7.3827, grad_norm: 5.2290 2020-10-23 14:24:58,393 - mmaction - INFO - Epoch [6][1200/1492] lr: 1.000e-02, eta: 2 days, 7:44:13, time: 1.175, data_time: 0.002, memory: 5812, loss_cls: 7.3258, loss: 7.3258, grad_norm: 5.1544 2020-10-23 14:25:22,100 - mmaction - INFO - Epoch [6][1220/1492] lr: 1.000e-02, eta: 2 days, 7:42:26, time: 1.185, data_time: 0.003, memory: 5812, loss_cls: 7.4505, loss: 7.4505, grad_norm: 5.2359 2020-10-23 14:25:45,196 - mmaction - INFO - Epoch [6][1240/1492] lr: 1.000e-02, eta: 2 days, 7:40:29, time: 1.156, data_time: 0.003, memory: 5812, loss_cls: 7.3153, loss: 7.3153, grad_norm: 5.0828 2020-10-23 14:26:08,113 - mmaction - INFO - Epoch [6][1260/1492] lr: 1.000e-02, eta: 2 days, 7:38:30, time: 1.146, data_time: 0.001, memory: 5812, loss_cls: 7.3030, loss: 7.3030, grad_norm: 5.2036 2020-10-23 14:26:31,733 - mmaction - INFO - Epoch [6][1280/1492] lr: 1.000e-02, eta: 2 days, 7:36:43, time: 1.181, data_time: 0.002, memory: 5812, loss_cls: 7.3838, loss: 7.3838, grad_norm: 5.2302 2020-10-23 14:26:55,266 - mmaction - INFO - Epoch [6][1300/1492] lr: 1.000e-02, eta: 2 days, 7:34:55, time: 1.176, data_time: 0.001, memory: 5812, loss_cls: 7.3224, loss: 7.3224, grad_norm: 5.1645 2020-10-23 14:27:17,990 - mmaction - INFO - Epoch [6][1320/1492] lr: 1.000e-02, eta: 2 days, 7:32:53, time: 1.134, data_time: 0.001, memory: 5812, loss_cls: 7.3080, loss: 7.3080, grad_norm: 5.1003 2020-10-23 14:27:40,947 - mmaction - INFO - Epoch [6][1340/1492] lr: 1.000e-02, eta: 2 days, 7:30:58, time: 1.151, data_time: 0.006, memory: 5812, loss_cls: 7.4261, loss: 7.4261, grad_norm: 5.2215 2020-10-23 14:28:04,461 - mmaction - INFO - Epoch [6][1360/1492] lr: 1.000e-02, eta: 2 days, 7:29:09, time: 1.172, data_time: 0.002, memory: 5812, loss_cls: 7.4428, loss: 7.4428, grad_norm: 5.2943 2020-10-23 14:28:27,451 - mmaction - INFO - Epoch [6][1380/1492] lr: 1.000e-02, eta: 2 days, 7:27:15, time: 1.153, data_time: 0.005, memory: 5812, loss_cls: 7.4680, loss: 7.4680, grad_norm: 5.3028 2020-10-23 14:28:50,423 - mmaction - INFO - Epoch [6][1400/1492] lr: 1.000e-02, eta: 2 days, 7:25:19, time: 1.146, data_time: 0.002, memory: 5812, loss_cls: 7.3163, loss: 7.3163, grad_norm: 5.1239 2020-10-23 14:29:13,548 - mmaction - INFO - Epoch [6][1420/1492] lr: 1.000e-02, eta: 2 days, 7:23:27, time: 1.158, data_time: 0.003, memory: 5812, loss_cls: 7.3370, loss: 7.3370, grad_norm: 5.1033 2020-10-23 14:29:37,273 - mmaction - INFO - Epoch [6][1440/1492] lr: 1.000e-02, eta: 2 days, 7:21:44, time: 1.184, data_time: 0.003, memory: 5812, loss_cls: 7.3655, loss: 7.3655, grad_norm: 5.1688 2020-10-23 14:30:00,497 - mmaction - INFO - Epoch [6][1460/1492] lr: 1.000e-02, eta: 2 days, 7:19:53, time: 1.158, data_time: 0.005, memory: 5812, loss_cls: 7.3172, loss: 7.3172, grad_norm: 5.1975 2020-10-23 14:30:23,272 - mmaction - INFO - Epoch [6][1480/1492] lr: 1.000e-02, eta: 2 days, 7:17:58, time: 1.144, data_time: 0.006, memory: 5812, loss_cls: 7.3013, loss: 7.3013, grad_norm: 5.1765 2020-10-23 14:31:11,510 - mmaction - INFO - Epoch [7][20/1492] lr: 1.000e-02, eta: 2 days, 7:14:32, time: 1.758, data_time: 0.840, memory: 5812, loss_cls: 7.3765, loss: 7.3765, grad_norm: 5.1266 2020-10-23 14:31:37,421 - mmaction - INFO - Epoch [7][40/1492] lr: 1.000e-02, eta: 2 days, 7:13:26, time: 1.296, data_time: 0.131, memory: 5812, loss_cls: 7.2168, loss: 7.2168, grad_norm: 5.2231 2020-10-23 14:32:01,253 - mmaction - INFO - Epoch [7][60/1492] lr: 1.000e-02, eta: 2 days, 7:11:47, time: 1.190, data_time: 0.002, memory: 5812, loss_cls: 7.3341, loss: 7.3341, grad_norm: 5.2134 2020-10-23 14:32:24,580 - mmaction - INFO - Epoch [7][80/1492] lr: 1.000e-02, eta: 2 days, 7:10:00, time: 1.166, data_time: 0.003, memory: 5812, loss_cls: 7.3842, loss: 7.3842, grad_norm: 5.2516 2020-10-23 14:32:48,383 - mmaction - INFO - Epoch [7][100/1492] lr: 1.000e-02, eta: 2 days, 7:08:22, time: 1.192, data_time: 0.004, memory: 5812, loss_cls: 7.3716, loss: 7.3716, grad_norm: 5.2425 2020-10-23 14:33:12,381 - mmaction - INFO - Epoch [7][120/1492] lr: 1.000e-02, eta: 2 days, 7:06:47, time: 1.198, data_time: 0.091, memory: 5812, loss_cls: 7.2218, loss: 7.2218, grad_norm: 5.0977 2020-10-23 14:33:37,255 - mmaction - INFO - Epoch [7][140/1492] lr: 1.000e-02, eta: 2 days, 7:05:26, time: 1.245, data_time: 0.046, memory: 5812, loss_cls: 7.1823, loss: 7.1823, grad_norm: 5.1662 2020-10-23 14:34:01,221 - mmaction - INFO - Epoch [7][160/1492] lr: 1.000e-02, eta: 2 days, 7:03:51, time: 1.198, data_time: 0.001, memory: 5812, loss_cls: 7.2965, loss: 7.2965, grad_norm: 5.1222 2020-10-23 14:34:24,989 - mmaction - INFO - Epoch [7][180/1492] lr: 1.000e-02, eta: 2 days, 7:02:12, time: 1.187, data_time: 0.001, memory: 5812, loss_cls: 7.2249, loss: 7.2249, grad_norm: 5.1775 2020-10-23 14:34:48,356 - mmaction - INFO - Epoch [7][200/1492] lr: 1.000e-02, eta: 2 days, 7:00:28, time: 1.167, data_time: 0.002, memory: 5812, loss_cls: 7.3802, loss: 7.3802, grad_norm: 5.2874 2020-10-23 14:35:12,072 - mmaction - INFO - Epoch [7][220/1492] lr: 1.000e-02, eta: 2 days, 6:58:49, time: 1.182, data_time: 0.004, memory: 5812, loss_cls: 7.3030, loss: 7.3030, grad_norm: 5.2274 2020-10-23 14:35:35,311 - mmaction - INFO - Epoch [7][240/1492] lr: 1.000e-02, eta: 2 days, 6:57:05, time: 1.164, data_time: 0.008, memory: 5812, loss_cls: 7.3181, loss: 7.3181, grad_norm: 5.2058 2020-10-23 14:35:58,430 - mmaction - INFO - Epoch [7][260/1492] lr: 1.000e-02, eta: 2 days, 6:55:19, time: 1.158, data_time: 0.007, memory: 5812, loss_cls: 7.3404, loss: 7.3404, grad_norm: 5.1907 2020-10-23 14:36:21,698 - mmaction - INFO - Epoch [7][280/1492] lr: 1.000e-02, eta: 2 days, 6:53:36, time: 1.165, data_time: 0.006, memory: 5812, loss_cls: 7.0917, loss: 7.0917, grad_norm: 5.1435 2020-10-23 14:36:44,971 - mmaction - INFO - Epoch [7][300/1492] lr: 1.000e-02, eta: 2 days, 6:51:51, time: 1.159, data_time: 0.003, memory: 5812, loss_cls: 7.4853, loss: 7.4853, grad_norm: 5.1814 2020-10-23 14:37:07,943 - mmaction - INFO - Epoch [7][320/1492] lr: 1.000e-02, eta: 2 days, 6:50:05, time: 1.153, data_time: 0.007, memory: 5812, loss_cls: 7.2071, loss: 7.2071, grad_norm: 5.0831 2020-10-23 14:37:30,998 - mmaction - INFO - Epoch [7][340/1492] lr: 1.000e-02, eta: 2 days, 6:48:19, time: 1.152, data_time: 0.004, memory: 5812, loss_cls: 7.0849, loss: 7.0849, grad_norm: 5.1085 2020-10-23 14:37:54,264 - mmaction - INFO - Epoch [7][360/1492] lr: 1.000e-02, eta: 2 days, 6:46:37, time: 1.163, data_time: 0.004, memory: 5812, loss_cls: 7.3176, loss: 7.3176, grad_norm: 5.2333 2020-10-23 14:38:18,393 - mmaction - INFO - Epoch [7][380/1492] lr: 1.000e-02, eta: 2 days, 6:45:08, time: 1.208, data_time: 0.004, memory: 5812, loss_cls: 7.2929, loss: 7.2929, grad_norm: 5.1399 2020-10-23 14:38:42,578 - mmaction - INFO - Epoch [7][400/1492] lr: 1.000e-02, eta: 2 days, 6:43:39, time: 1.207, data_time: 0.003, memory: 5812, loss_cls: 7.2427, loss: 7.2427, grad_norm: 5.0945 2020-10-23 14:39:06,499 - mmaction - INFO - Epoch [7][420/1492] lr: 1.000e-02, eta: 2 days, 6:42:07, time: 1.195, data_time: 0.003, memory: 5812, loss_cls: 7.3391, loss: 7.3391, grad_norm: 5.2520 2020-10-23 14:39:30,997 - mmaction - INFO - Epoch [7][440/1492] lr: 1.000e-02, eta: 2 days, 6:40:45, time: 1.226, data_time: 0.004, memory: 5812, loss_cls: 7.2589, loss: 7.2589, grad_norm: 5.1116 2020-10-23 14:39:54,691 - mmaction - INFO - Epoch [7][460/1492] lr: 1.000e-02, eta: 2 days, 6:39:11, time: 1.186, data_time: 0.004, memory: 5812, loss_cls: 7.2627, loss: 7.2627, grad_norm: 5.0897 2020-10-23 14:40:18,522 - mmaction - INFO - Epoch [7][480/1492] lr: 1.000e-02, eta: 2 days, 6:37:39, time: 1.192, data_time: 0.003, memory: 5812, loss_cls: 7.3191, loss: 7.3191, grad_norm: 5.1865 2020-10-23 14:40:42,078 - mmaction - INFO - Epoch [7][500/1492] lr: 1.000e-02, eta: 2 days, 6:36:02, time: 1.175, data_time: 0.001, memory: 5812, loss_cls: 7.3143, loss: 7.3143, grad_norm: 5.2442 2020-10-23 14:41:05,089 - mmaction - INFO - Epoch [7][520/1492] lr: 1.000e-02, eta: 2 days, 6:34:19, time: 1.153, data_time: 0.003, memory: 5812, loss_cls: 7.3264, loss: 7.3264, grad_norm: 5.1730 2020-10-23 14:41:28,774 - mmaction - INFO - Epoch [7][540/1492] lr: 1.000e-02, eta: 2 days, 6:32:45, time: 1.181, data_time: 0.001, memory: 5812, loss_cls: 7.2784, loss: 7.2784, grad_norm: 5.2242 2020-10-23 14:41:52,539 - mmaction - INFO - Epoch [7][560/1492] lr: 1.000e-02, eta: 2 days, 6:31:13, time: 1.189, data_time: 0.003, memory: 5812, loss_cls: 7.4129, loss: 7.4129, grad_norm: 5.2225 2020-10-23 14:42:17,406 - mmaction - INFO - Epoch [7][580/1492] lr: 1.000e-02, eta: 2 days, 6:29:58, time: 1.245, data_time: 0.004, memory: 5812, loss_cls: 7.2697, loss: 7.2697, grad_norm: 5.2088 2020-10-23 14:42:40,279 - mmaction - INFO - Epoch [7][600/1492] lr: 1.000e-02, eta: 2 days, 6:28:11, time: 1.133, data_time: 0.003, memory: 5812, loss_cls: 7.3247, loss: 7.3247, grad_norm: 5.2365 2020-10-23 14:43:03,487 - mmaction - INFO - Epoch [7][620/1492] lr: 1.000e-02, eta: 2 days, 6:26:34, time: 1.169, data_time: 0.012, memory: 5812, loss_cls: 7.2509, loss: 7.2509, grad_norm: 5.1968 2020-10-23 14:43:27,321 - mmaction - INFO - Epoch [7][640/1492] lr: 1.000e-02, eta: 2 days, 6:25:04, time: 1.189, data_time: 0.004, memory: 5812, loss_cls: 7.2515, loss: 7.2515, grad_norm: 5.1200 2020-10-23 14:43:51,265 - mmaction - INFO - Epoch [7][660/1492] lr: 1.000e-02, eta: 2 days, 6:23:37, time: 1.201, data_time: 0.006, memory: 5812, loss_cls: 7.1758, loss: 7.1758, grad_norm: 4.9794 2020-10-23 14:44:14,862 - mmaction - INFO - Epoch [7][680/1492] lr: 1.000e-02, eta: 2 days, 6:22:04, time: 1.179, data_time: 0.009, memory: 5812, loss_cls: 7.4126, loss: 7.4126, grad_norm: 5.1418 2020-10-23 14:44:37,715 - mmaction - INFO - Epoch [7][700/1492] lr: 1.000e-02, eta: 2 days, 6:20:21, time: 1.143, data_time: 0.003, memory: 5812, loss_cls: 7.2892, loss: 7.2892, grad_norm: 5.0984 2020-10-23 14:45:01,371 - mmaction - INFO - Epoch [7][720/1492] lr: 1.000e-02, eta: 2 days, 6:18:50, time: 1.182, data_time: 0.003, memory: 5812, loss_cls: 7.2796, loss: 7.2796, grad_norm: 5.1884 2020-10-23 14:45:25,041 - mmaction - INFO - Epoch [7][740/1492] lr: 1.000e-02, eta: 2 days, 6:17:17, time: 1.177, data_time: 0.002, memory: 5812, loss_cls: 7.1628, loss: 7.1628, grad_norm: 5.2116 2020-10-23 14:45:48,348 - mmaction - INFO - Epoch [7][760/1492] lr: 1.000e-02, eta: 2 days, 6:15:43, time: 1.171, data_time: 0.009, memory: 5812, loss_cls: 7.1814, loss: 7.1814, grad_norm: 5.1220 2020-10-23 14:46:12,006 - mmaction - INFO - Epoch [7][780/1492] lr: 1.000e-02, eta: 2 days, 6:14:12, time: 1.181, data_time: 0.006, memory: 5812, loss_cls: 7.3539, loss: 7.3539, grad_norm: 5.2401 2020-10-23 14:46:35,387 - mmaction - INFO - Epoch [7][800/1492] lr: 1.000e-02, eta: 2 days, 6:12:39, time: 1.171, data_time: 0.008, memory: 5812, loss_cls: 7.2915, loss: 7.2915, grad_norm: 5.1456 2020-10-23 14:47:00,211 - mmaction - INFO - Epoch [7][820/1492] lr: 1.000e-02, eta: 2 days, 6:11:25, time: 1.237, data_time: 0.006, memory: 5812, loss_cls: 7.3504, loss: 7.3504, grad_norm: 5.1289 2020-10-23 14:47:23,076 - mmaction - INFO - Epoch [7][840/1492] lr: 1.000e-02, eta: 2 days, 6:09:44, time: 1.144, data_time: 0.016, memory: 5812, loss_cls: 7.2049, loss: 7.2049, grad_norm: 5.1908 2020-10-23 14:47:45,262 - mmaction - INFO - Epoch [7][860/1492] lr: 1.000e-02, eta: 2 days, 6:07:55, time: 1.113, data_time: 0.006, memory: 5812, loss_cls: 7.2593, loss: 7.2593, grad_norm: 5.0880 2020-10-23 14:48:08,061 - mmaction - INFO - Epoch [7][880/1492] lr: 1.000e-02, eta: 2 days, 6:06:13, time: 1.139, data_time: 0.001, memory: 5812, loss_cls: 7.3092, loss: 7.3092, grad_norm: 5.1556 2020-10-23 14:48:31,308 - mmaction - INFO - Epoch [7][900/1492] lr: 1.000e-02, eta: 2 days, 6:04:39, time: 1.163, data_time: 0.003, memory: 5812, loss_cls: 7.3165, loss: 7.3165, grad_norm: 5.1395 2020-10-23 14:48:54,968 - mmaction - INFO - Epoch [7][920/1492] lr: 1.000e-02, eta: 2 days, 6:03:10, time: 1.182, data_time: 0.003, memory: 5812, loss_cls: 7.3333, loss: 7.3333, grad_norm: 5.1528 2020-10-23 14:49:18,646 - mmaction - INFO - Epoch [7][940/1492] lr: 1.000e-02, eta: 2 days, 6:01:42, time: 1.183, data_time: 0.004, memory: 5812, loss_cls: 7.2454, loss: 7.2454, grad_norm: 5.1637 2020-10-23 14:49:42,722 - mmaction - INFO - Epoch [7][960/1492] lr: 1.000e-02, eta: 2 days, 6:00:20, time: 1.204, data_time: 0.004, memory: 5812, loss_cls: 7.2792, loss: 7.2792, grad_norm: 5.1642 2020-10-23 14:50:06,780 - mmaction - INFO - Epoch [7][980/1492] lr: 1.000e-02, eta: 2 days, 5:58:57, time: 1.198, data_time: 0.005, memory: 5812, loss_cls: 7.2375, loss: 7.2375, grad_norm: 5.0701 2020-10-23 14:50:29,044 - mmaction - INFO - Epoch [7][1000/1492] lr: 1.000e-02, eta: 2 days, 5:57:12, time: 1.119, data_time: 0.008, memory: 5812, loss_cls: 7.2306, loss: 7.2306, grad_norm: 5.0881 2020-10-23 14:50:53,020 - mmaction - INFO - Epoch [7][1020/1492] lr: 1.000e-02, eta: 2 days, 5:55:48, time: 1.197, data_time: 0.003, memory: 5812, loss_cls: 7.3306, loss: 7.3306, grad_norm: 4.9758 2020-10-23 14:51:15,647 - mmaction - INFO - Epoch [7][1040/1492] lr: 1.000e-02, eta: 2 days, 5:54:08, time: 1.135, data_time: 0.005, memory: 5812, loss_cls: 7.3543, loss: 7.3543, grad_norm: 5.1841 2020-10-23 14:51:39,398 - mmaction - INFO - Epoch [7][1060/1492] lr: 1.000e-02, eta: 2 days, 5:52:43, time: 1.186, data_time: 0.001, memory: 5812, loss_cls: 7.2434, loss: 7.2434, grad_norm: 5.2002 2020-10-23 14:52:02,136 - mmaction - INFO - Epoch [7][1080/1492] lr: 1.000e-02, eta: 2 days, 5:51:04, time: 1.138, data_time: 0.004, memory: 5812, loss_cls: 7.2698, loss: 7.2698, grad_norm: 5.2052 2020-10-23 14:52:24,825 - mmaction - INFO - Epoch [7][1100/1492] lr: 1.000e-02, eta: 2 days, 5:49:24, time: 1.134, data_time: 0.002, memory: 5812, loss_cls: 7.3316, loss: 7.3316, grad_norm: 5.1633 2020-10-23 14:52:48,251 - mmaction - INFO - Epoch [7][1120/1492] lr: 1.000e-02, eta: 2 days, 5:47:55, time: 1.170, data_time: 0.004, memory: 5812, loss_cls: 7.3205, loss: 7.3205, grad_norm: 5.2176 2020-10-23 14:53:11,337 - mmaction - INFO - Epoch [7][1140/1492] lr: 1.000e-02, eta: 2 days, 5:46:22, time: 1.155, data_time: 0.004, memory: 5812, loss_cls: 7.4155, loss: 7.4155, grad_norm: 5.2990 2020-10-23 14:53:34,717 - mmaction - INFO - Epoch [7][1160/1492] lr: 1.000e-02, eta: 2 days, 5:44:53, time: 1.170, data_time: 0.003, memory: 5812, loss_cls: 7.3116, loss: 7.3116, grad_norm: 5.1573 2020-10-23 14:53:58,041 - mmaction - INFO - Epoch [7][1180/1492] lr: 1.000e-02, eta: 2 days, 5:43:22, time: 1.162, data_time: 0.002, memory: 5812, loss_cls: 7.3926, loss: 7.3926, grad_norm: 5.1572 2020-10-23 14:54:20,886 - mmaction - INFO - Epoch [7][1200/1492] lr: 1.000e-02, eta: 2 days, 5:41:47, time: 1.147, data_time: 0.007, memory: 5812, loss_cls: 7.3098, loss: 7.3098, grad_norm: 5.1111 2020-10-23 14:54:44,394 - mmaction - INFO - Epoch [7][1220/1492] lr: 1.000e-02, eta: 2 days, 5:40:20, time: 1.172, data_time: 0.003, memory: 5812, loss_cls: 7.2485, loss: 7.2485, grad_norm: 5.1386 2020-10-23 14:55:06,936 - mmaction - INFO - Epoch [7][1240/1492] lr: 1.000e-02, eta: 2 days, 5:38:41, time: 1.128, data_time: 0.006, memory: 5812, loss_cls: 7.1494, loss: 7.1494, grad_norm: 5.0871 2020-10-23 14:55:29,809 - mmaction - INFO - Epoch [7][1260/1492] lr: 1.000e-02, eta: 2 days, 5:37:05, time: 1.140, data_time: 0.005, memory: 5812, loss_cls: 7.3595, loss: 7.3595, grad_norm: 5.1062 2020-10-23 14:55:52,854 - mmaction - INFO - Epoch [7][1280/1492] lr: 1.000e-02, eta: 2 days, 5:35:34, time: 1.156, data_time: 0.010, memory: 5812, loss_cls: 7.3697, loss: 7.3697, grad_norm: 5.1126 2020-10-23 14:56:16,629 - mmaction - INFO - Epoch [7][1300/1492] lr: 1.000e-02, eta: 2 days, 5:34:11, time: 1.185, data_time: 0.007, memory: 5812, loss_cls: 7.2663, loss: 7.2663, grad_norm: 5.0621 2020-10-23 14:56:40,459 - mmaction - INFO - Epoch [7][1320/1492] lr: 1.000e-02, eta: 2 days, 5:32:51, time: 1.195, data_time: 0.009, memory: 5812, loss_cls: 7.3034, loss: 7.3034, grad_norm: 5.1841 2020-10-23 14:57:02,772 - mmaction - INFO - Epoch [7][1340/1492] lr: 1.000e-02, eta: 2 days, 5:31:11, time: 1.117, data_time: 0.004, memory: 5812, loss_cls: 7.3809, loss: 7.3809, grad_norm: 5.2092 2020-10-23 14:57:26,137 - mmaction - INFO - Epoch [7][1360/1492] lr: 1.000e-02, eta: 2 days, 5:29:43, time: 1.164, data_time: 0.007, memory: 5812, loss_cls: 7.2438, loss: 7.2438, grad_norm: 5.2018 2020-10-23 14:57:49,201 - mmaction - INFO - Epoch [7][1380/1492] lr: 1.000e-02, eta: 2 days, 5:28:13, time: 1.155, data_time: 0.008, memory: 5812, loss_cls: 7.3191, loss: 7.3191, grad_norm: 5.1272 2020-10-23 14:58:12,359 - mmaction - INFO - Epoch [7][1400/1492] lr: 1.000e-02, eta: 2 days, 5:26:44, time: 1.160, data_time: 0.008, memory: 5812, loss_cls: 7.2411, loss: 7.2411, grad_norm: 5.0740 2020-10-23 14:58:36,584 - mmaction - INFO - Epoch [7][1420/1492] lr: 1.000e-02, eta: 2 days, 5:25:29, time: 1.208, data_time: 0.005, memory: 5812, loss_cls: 7.2082, loss: 7.2082, grad_norm: 5.0671 2020-10-23 14:58:59,449 - mmaction - INFO - Epoch [7][1440/1492] lr: 1.000e-02, eta: 2 days, 5:23:57, time: 1.146, data_time: 0.008, memory: 5812, loss_cls: 7.3053, loss: 7.3053, grad_norm: 5.1341 2020-10-23 14:59:22,499 - mmaction - INFO - Epoch [7][1460/1492] lr: 1.000e-02, eta: 2 days, 5:22:28, time: 1.155, data_time: 0.009, memory: 5812, loss_cls: 7.2710, loss: 7.2710, grad_norm: 5.0481 2020-10-23 14:59:46,229 - mmaction - INFO - Epoch [7][1480/1492] lr: 1.000e-02, eta: 2 days, 5:21:07, time: 1.183, data_time: 0.002, memory: 5812, loss_cls: 7.3249, loss: 7.3249, grad_norm: 5.2144 2020-10-23 15:01:35,284 - mmaction - INFO - Epoch [8][20/1492] lr: 1.000e-02, eta: 2 days, 5:31:33, time: 4.741, data_time: 4.095, memory: 5812, loss_cls: 7.1444, loss: 7.1444, grad_norm: 5.0843 2020-10-23 15:01:59,994 - mmaction - INFO - Epoch [8][40/1492] lr: 1.000e-02, eta: 2 days, 5:30:23, time: 1.232, data_time: 0.098, memory: 5812, loss_cls: 7.1921, loss: 7.1921, grad_norm: 5.0353 2020-10-23 15:02:23,930 - mmaction - INFO - Epoch [8][60/1492] lr: 1.000e-02, eta: 2 days, 5:29:05, time: 1.196, data_time: 0.005, memory: 5812, loss_cls: 7.2469, loss: 7.2469, grad_norm: 5.1695 2020-10-23 15:02:46,735 - mmaction - INFO - Epoch [8][80/1492] lr: 1.000e-02, eta: 2 days, 5:27:32, time: 1.142, data_time: 0.005, memory: 5812, loss_cls: 7.1739, loss: 7.1739, grad_norm: 5.0775 2020-10-23 15:03:09,727 - mmaction - INFO - Epoch [8][100/1492] lr: 1.000e-02, eta: 2 days, 5:26:02, time: 1.153, data_time: 0.012, memory: 5812, loss_cls: 7.2215, loss: 7.2215, grad_norm: 5.1217 2020-10-23 15:03:32,886 - mmaction - INFO - Epoch [8][120/1492] lr: 1.000e-02, eta: 2 days, 5:24:34, time: 1.158, data_time: 0.011, memory: 5812, loss_cls: 7.2820, loss: 7.2820, grad_norm: 5.2329 2020-10-23 15:03:55,970 - mmaction - INFO - Epoch [8][140/1492] lr: 1.000e-02, eta: 2 days, 5:23:05, time: 1.150, data_time: 0.060, memory: 5812, loss_cls: 7.2034, loss: 7.2034, grad_norm: 5.1563 2020-10-23 15:04:19,072 - mmaction - INFO - Epoch [8][160/1492] lr: 1.000e-02, eta: 2 days, 5:21:37, time: 1.159, data_time: 0.301, memory: 5812, loss_cls: 7.1323, loss: 7.1323, grad_norm: 5.1040 2020-10-23 15:04:41,738 - mmaction - INFO - Epoch [8][180/1492] lr: 1.000e-02, eta: 2 days, 5:20:04, time: 1.134, data_time: 0.224, memory: 5812, loss_cls: 7.3130, loss: 7.3130, grad_norm: 5.0920 2020-10-23 15:05:05,147 - mmaction - INFO - Epoch [8][200/1492] lr: 1.000e-02, eta: 2 days, 5:18:40, time: 1.170, data_time: 0.454, memory: 5812, loss_cls: 7.1464, loss: 7.1464, grad_norm: 5.0090 2020-10-23 15:05:28,175 - mmaction - INFO - Epoch [8][220/1492] lr: 1.000e-02, eta: 2 days, 5:17:10, time: 1.143, data_time: 0.465, memory: 5812, loss_cls: 7.2638, loss: 7.2638, grad_norm: 5.1032 2020-10-23 15:05:51,308 - mmaction - INFO - Epoch [8][240/1492] lr: 1.000e-02, eta: 2 days, 5:15:44, time: 1.160, data_time: 0.524, memory: 5812, loss_cls: 7.2268, loss: 7.2268, grad_norm: 5.1785 2020-10-23 15:06:14,101 - mmaction - INFO - Epoch [8][260/1492] lr: 1.000e-02, eta: 2 days, 5:14:13, time: 1.143, data_time: 0.408, memory: 5812, loss_cls: 7.2971, loss: 7.2971, grad_norm: 5.1111 2020-10-23 15:06:36,777 - mmaction - INFO - Epoch [8][280/1492] lr: 1.000e-02, eta: 2 days, 5:12:42, time: 1.135, data_time: 0.228, memory: 5812, loss_cls: 7.2073, loss: 7.2073, grad_norm: 5.0722 2020-10-23 15:06:59,622 - mmaction - INFO - Epoch [8][300/1492] lr: 1.000e-02, eta: 2 days, 5:11:12, time: 1.142, data_time: 0.181, memory: 5812, loss_cls: 7.1705, loss: 7.1705, grad_norm: 5.1135 2020-10-23 15:07:22,334 - mmaction - INFO - Epoch [8][320/1492] lr: 1.000e-02, eta: 2 days, 5:09:40, time: 1.134, data_time: 0.257, memory: 5812, loss_cls: 7.2740, loss: 7.2740, grad_norm: 5.1708 2020-10-23 15:07:45,539 - mmaction - INFO - Epoch [8][340/1492] lr: 1.000e-02, eta: 2 days, 5:08:16, time: 1.162, data_time: 0.012, memory: 5812, loss_cls: 7.3880, loss: 7.3880, grad_norm: 5.2096 2020-10-23 15:08:08,388 - mmaction - INFO - Epoch [8][360/1492] lr: 1.000e-02, eta: 2 days, 5:06:45, time: 1.137, data_time: 0.002, memory: 5812, loss_cls: 7.2231, loss: 7.2231, grad_norm: 5.1561 2020-10-23 15:08:31,560 - mmaction - INFO - Epoch [8][380/1492] lr: 1.000e-02, eta: 2 days, 5:05:20, time: 1.155, data_time: 0.007, memory: 5812, loss_cls: 7.1079, loss: 7.1079, grad_norm: 5.0910 2020-10-23 15:08:54,511 - mmaction - INFO - Epoch [8][400/1492] lr: 1.000e-02, eta: 2 days, 5:03:52, time: 1.147, data_time: 0.010, memory: 5812, loss_cls: 7.3709, loss: 7.3709, grad_norm: 5.1431 2020-10-23 15:09:17,753 - mmaction - INFO - Epoch [8][420/1492] lr: 1.000e-02, eta: 2 days, 5:02:30, time: 1.164, data_time: 0.012, memory: 5812, loss_cls: 7.0900, loss: 7.0900, grad_norm: 5.0299 2020-10-23 15:09:40,037 - mmaction - INFO - Epoch [8][440/1492] lr: 1.000e-02, eta: 2 days, 5:00:54, time: 1.114, data_time: 0.009, memory: 5812, loss_cls: 7.1512, loss: 7.1512, grad_norm: 5.1062 2020-10-23 15:10:03,607 - mmaction - INFO - Epoch [8][460/1492] lr: 1.000e-02, eta: 2 days, 4:59:36, time: 1.181, data_time: 0.008, memory: 5812, loss_cls: 7.2093, loss: 7.2093, grad_norm: 5.1462 2020-10-23 15:10:26,505 - mmaction - INFO - Epoch [8][480/1492] lr: 1.000e-02, eta: 2 days, 4:58:10, time: 1.147, data_time: 0.007, memory: 5812, loss_cls: 7.2385, loss: 7.2385, grad_norm: 5.0813 2020-10-23 15:10:49,885 - mmaction - INFO - Epoch [8][500/1492] lr: 1.000e-02, eta: 2 days, 4:56:50, time: 1.172, data_time: 0.004, memory: 5812, loss_cls: 7.3248, loss: 7.3248, grad_norm: 5.1452 2020-10-23 15:11:12,542 - mmaction - INFO - Epoch [8][520/1492] lr: 1.000e-02, eta: 2 days, 4:55:20, time: 1.133, data_time: 0.001, memory: 5812, loss_cls: 7.1608, loss: 7.1608, grad_norm: 5.1658 2020-10-23 15:11:35,006 - mmaction - INFO - Epoch [8][540/1492] lr: 1.000e-02, eta: 2 days, 4:53:45, time: 1.110, data_time: 0.001, memory: 5812, loss_cls: 7.4358, loss: 7.4358, grad_norm: 5.2620 2020-10-23 15:11:58,228 - mmaction - INFO - Epoch [8][560/1492] lr: 1.000e-02, eta: 2 days, 4:52:27, time: 1.174, data_time: 0.016, memory: 5812, loss_cls: 7.1943, loss: 7.1943, grad_norm: 5.1396 2020-10-23 15:12:21,656 - mmaction - INFO - Epoch [8][580/1492] lr: 1.000e-02, eta: 2 days, 4:51:06, time: 1.164, data_time: 0.001, memory: 5812, loss_cls: 7.1740, loss: 7.1740, grad_norm: 5.1366 2020-10-23 15:12:43,916 - mmaction - INFO - Epoch [8][600/1492] lr: 1.000e-02, eta: 2 days, 4:49:33, time: 1.118, data_time: 0.015, memory: 5812, loss_cls: 7.2013, loss: 7.2013, grad_norm: 5.0890 2020-10-23 15:13:08,080 - mmaction - INFO - Epoch [8][620/1492] lr: 1.000e-02, eta: 2 days, 4:48:23, time: 1.205, data_time: 0.075, memory: 5812, loss_cls: 7.2567, loss: 7.2567, grad_norm: 5.1623 2020-10-23 15:13:31,269 - mmaction - INFO - Epoch [8][640/1492] lr: 1.000e-02, eta: 2 days, 4:47:03, time: 1.164, data_time: 0.259, memory: 5812, loss_cls: 7.3381, loss: 7.3381, grad_norm: 5.0921 2020-10-23 15:13:54,974 - mmaction - INFO - Epoch [8][660/1492] lr: 1.000e-02, eta: 2 days, 4:45:47, time: 1.182, data_time: 0.438, memory: 5812, loss_cls: 7.2269, loss: 7.2269, grad_norm: 5.1496 2020-10-23 15:14:18,043 - mmaction - INFO - Epoch [8][680/1492] lr: 1.000e-02, eta: 2 days, 4:44:25, time: 1.155, data_time: 0.473, memory: 5812, loss_cls: 7.2861, loss: 7.2861, grad_norm: 5.2024 2020-10-23 15:14:40,632 - mmaction - INFO - Epoch [8][700/1492] lr: 1.000e-02, eta: 2 days, 4:42:57, time: 1.130, data_time: 0.215, memory: 5812, loss_cls: 7.3796, loss: 7.3796, grad_norm: 5.1615 2020-10-23 15:15:03,356 - mmaction - INFO - Epoch [8][720/1492] lr: 1.000e-02, eta: 2 days, 4:41:29, time: 1.130, data_time: 0.205, memory: 5812, loss_cls: 7.1688, loss: 7.1688, grad_norm: 5.0625 2020-10-23 15:15:26,158 - mmaction - INFO - Epoch [8][740/1492] lr: 1.000e-02, eta: 2 days, 4:40:05, time: 1.147, data_time: 0.170, memory: 5812, loss_cls: 7.2004, loss: 7.2004, grad_norm: 5.1341 2020-10-23 15:15:49,610 - mmaction - INFO - Epoch [8][760/1492] lr: 1.000e-02, eta: 2 days, 4:38:47, time: 1.167, data_time: 0.421, memory: 5812, loss_cls: 7.0220, loss: 7.0220, grad_norm: 5.0352 2020-10-23 15:16:12,712 - mmaction - INFO - Epoch [8][780/1492] lr: 1.000e-02, eta: 2 days, 4:37:27, time: 1.160, data_time: 0.571, memory: 5812, loss_cls: 7.3509, loss: 7.3509, grad_norm: 5.2246 2020-10-23 15:16:35,375 - mmaction - INFO - Epoch [8][800/1492] lr: 1.000e-02, eta: 2 days, 4:36:01, time: 1.133, data_time: 0.535, memory: 5812, loss_cls: 7.1790, loss: 7.1790, grad_norm: 5.0751 2020-10-23 15:16:58,903 - mmaction - INFO - Epoch [8][820/1492] lr: 1.000e-02, eta: 2 days, 4:34:43, time: 1.169, data_time: 0.557, memory: 5812, loss_cls: 7.2564, loss: 7.2564, grad_norm: 5.1485 2020-10-23 15:17:21,080 - mmaction - INFO - Epoch [8][840/1492] lr: 1.000e-02, eta: 2 days, 4:33:13, time: 1.116, data_time: 0.537, memory: 5812, loss_cls: 7.1292, loss: 7.1292, grad_norm: 5.0818 2020-10-23 15:17:44,197 - mmaction - INFO - Epoch [8][860/1492] lr: 1.000e-02, eta: 2 days, 4:31:52, time: 1.151, data_time: 0.540, memory: 5812, loss_cls: 7.3540, loss: 7.3540, grad_norm: 5.1667 2020-10-23 15:18:07,119 - mmaction - INFO - Epoch [8][880/1492] lr: 1.000e-02, eta: 2 days, 4:30:30, time: 1.150, data_time: 0.565, memory: 5812, loss_cls: 7.1476, loss: 7.1476, grad_norm: 5.0740 2020-10-23 15:18:30,696 - mmaction - INFO - Epoch [8][900/1492] lr: 1.000e-02, eta: 2 days, 4:29:16, time: 1.176, data_time: 0.596, memory: 5812, loss_cls: 7.3101, loss: 7.3101, grad_norm: 5.1695 2020-10-23 15:18:53,446 - mmaction - INFO - Epoch [8][920/1492] lr: 1.000e-02, eta: 2 days, 4:27:53, time: 1.142, data_time: 0.559, memory: 5812, loss_cls: 7.2890, loss: 7.2890, grad_norm: 5.1391 2020-10-23 15:19:16,003 - mmaction - INFO - Epoch [8][940/1492] lr: 1.000e-02, eta: 2 days, 4:26:25, time: 1.121, data_time: 0.539, memory: 5812, loss_cls: 7.2227, loss: 7.2227, grad_norm: 5.1483 2020-10-23 15:19:38,898 - mmaction - INFO - Epoch [8][960/1492] lr: 1.000e-02, eta: 2 days, 4:25:04, time: 1.149, data_time: 0.564, memory: 5812, loss_cls: 7.1124, loss: 7.1124, grad_norm: 5.1297 2020-10-23 15:20:02,288 - mmaction - INFO - Epoch [8][980/1492] lr: 1.000e-02, eta: 2 days, 4:23:48, time: 1.167, data_time: 0.563, memory: 5812, loss_cls: 7.3067, loss: 7.3067, grad_norm: 5.1994 2020-10-23 15:20:24,519 - mmaction - INFO - Epoch [8][1000/1492] lr: 1.000e-02, eta: 2 days, 4:22:19, time: 1.114, data_time: 0.526, memory: 5812, loss_cls: 7.1575, loss: 7.1575, grad_norm: 5.0562 2020-10-23 15:20:48,399 - mmaction - INFO - Epoch [8][1020/1492] lr: 1.000e-02, eta: 2 days, 4:21:10, time: 1.196, data_time: 0.564, memory: 5812, loss_cls: 7.0340, loss: 7.0340, grad_norm: 5.0111 2020-10-23 15:21:10,971 - mmaction - INFO - Epoch [8][1040/1492] lr: 1.000e-02, eta: 2 days, 4:19:45, time: 1.127, data_time: 0.540, memory: 5812, loss_cls: 7.1933, loss: 7.1933, grad_norm: 5.0405 2020-10-23 15:21:32,664 - mmaction - INFO - Epoch [8][1060/1492] lr: 1.000e-02, eta: 2 days, 4:18:10, time: 1.088, data_time: 0.503, memory: 5812, loss_cls: 7.1977, loss: 7.1977, grad_norm: 5.0962 2020-10-23 15:21:55,743 - mmaction - INFO - Epoch [8][1080/1492] lr: 1.000e-02, eta: 2 days, 4:16:52, time: 1.153, data_time: 0.565, memory: 5812, loss_cls: 7.1879, loss: 7.1879, grad_norm: 5.0046 2020-10-23 15:22:18,864 - mmaction - INFO - Epoch [8][1100/1492] lr: 1.000e-02, eta: 2 days, 4:15:34, time: 1.154, data_time: 0.508, memory: 5812, loss_cls: 7.3179, loss: 7.3179, grad_norm: 5.1148 2020-10-23 15:22:42,106 - mmaction - INFO - Epoch [8][1120/1492] lr: 1.000e-02, eta: 2 days, 4:14:17, time: 1.159, data_time: 0.515, memory: 5812, loss_cls: 7.2754, loss: 7.2754, grad_norm: 5.0583 2020-10-23 15:23:05,343 - mmaction - INFO - Epoch [8][1140/1492] lr: 1.000e-02, eta: 2 days, 4:13:02, time: 1.165, data_time: 0.565, memory: 5812, loss_cls: 7.0813, loss: 7.0813, grad_norm: 5.0797 2020-10-23 15:23:27,683 - mmaction - INFO - Epoch [8][1160/1492] lr: 1.000e-02, eta: 2 days, 4:11:36, time: 1.119, data_time: 0.528, memory: 5812, loss_cls: 7.2186, loss: 7.2186, grad_norm: 5.0501 2020-10-23 15:23:50,627 - mmaction - INFO - Epoch [8][1180/1492] lr: 1.000e-02, eta: 2 days, 4:10:17, time: 1.147, data_time: 0.551, memory: 5812, loss_cls: 7.3253, loss: 7.3253, grad_norm: 5.0520 2020-10-23 15:24:13,701 - mmaction - INFO - Epoch [8][1200/1492] lr: 1.000e-02, eta: 2 days, 4:08:59, time: 1.152, data_time: 0.543, memory: 5812, loss_cls: 7.2361, loss: 7.2361, grad_norm: 4.9848 2020-10-23 15:24:35,987 - mmaction - INFO - Epoch [8][1220/1492] lr: 1.000e-02, eta: 2 days, 4:07:33, time: 1.114, data_time: 0.539, memory: 5812, loss_cls: 7.2142, loss: 7.2142, grad_norm: 4.9536 2020-10-23 15:24:59,493 - mmaction - INFO - Epoch [8][1240/1492] lr: 1.000e-02, eta: 2 days, 4:06:20, time: 1.170, data_time: 0.566, memory: 5812, loss_cls: 7.1587, loss: 7.1587, grad_norm: 5.0534 2020-10-23 15:25:22,361 - mmaction - INFO - Epoch [8][1260/1492] lr: 1.000e-02, eta: 2 days, 4:05:01, time: 1.144, data_time: 0.581, memory: 5812, loss_cls: 7.2770, loss: 7.2770, grad_norm: 5.0604 2020-10-23 15:25:45,540 - mmaction - INFO - Epoch [8][1280/1492] lr: 1.000e-02, eta: 2 days, 4:03:47, time: 1.165, data_time: 0.573, memory: 5812, loss_cls: 7.2056, loss: 7.2056, grad_norm: 5.1984 2020-10-23 15:26:08,053 - mmaction - INFO - Epoch [8][1300/1492] lr: 1.000e-02, eta: 2 days, 4:02:22, time: 1.119, data_time: 0.530, memory: 5812, loss_cls: 7.1485, loss: 7.1485, grad_norm: 5.0760 2020-10-23 15:26:30,941 - mmaction - INFO - Epoch [8][1320/1492] lr: 1.000e-02, eta: 2 days, 4:01:05, time: 1.148, data_time: 0.557, memory: 5812, loss_cls: 7.0561, loss: 7.0561, grad_norm: 5.0251 2020-10-23 15:26:53,813 - mmaction - INFO - Epoch [8][1340/1492] lr: 1.000e-02, eta: 2 days, 3:59:47, time: 1.144, data_time: 0.563, memory: 5812, loss_cls: 7.3457, loss: 7.3457, grad_norm: 5.1052 2020-10-23 15:27:16,382 - mmaction - INFO - Epoch [8][1360/1492] lr: 1.000e-02, eta: 2 days, 3:58:25, time: 1.130, data_time: 0.566, memory: 5812, loss_cls: 7.2704, loss: 7.2704, grad_norm: 5.0755 2020-10-23 15:27:39,982 - mmaction - INFO - Epoch [8][1380/1492] lr: 1.000e-02, eta: 2 days, 3:57:16, time: 1.180, data_time: 0.573, memory: 5812, loss_cls: 7.3120, loss: 7.3120, grad_norm: 5.0400 2020-10-23 15:28:02,237 - mmaction - INFO - Epoch [8][1400/1492] lr: 1.000e-02, eta: 2 days, 3:55:51, time: 1.111, data_time: 0.544, memory: 5812, loss_cls: 7.2952, loss: 7.2952, grad_norm: 5.0926 2020-10-23 15:28:25,170 - mmaction - INFO - Epoch [8][1420/1492] lr: 1.000e-02, eta: 2 days, 3:54:34, time: 1.147, data_time: 0.533, memory: 5812, loss_cls: 7.2656, loss: 7.2656, grad_norm: 5.0844 2020-10-23 15:28:47,879 - mmaction - INFO - Epoch [8][1440/1492] lr: 1.000e-02, eta: 2 days, 3:53:13, time: 1.128, data_time: 0.487, memory: 5812, loss_cls: 7.1542, loss: 7.1542, grad_norm: 5.0267 2020-10-23 15:29:10,553 - mmaction - INFO - Epoch [8][1460/1492] lr: 1.000e-02, eta: 2 days, 3:51:56, time: 1.143, data_time: 0.253, memory: 5812, loss_cls: 7.1609, loss: 7.1609, grad_norm: 5.0375 2020-10-23 15:29:33,219 - mmaction - INFO - Epoch [8][1480/1492] lr: 1.000e-02, eta: 2 days, 3:50:34, time: 1.122, data_time: 0.112, memory: 5812, loss_cls: 7.0961, loss: 7.0961, grad_norm: 5.0431 2020-10-23 15:30:28,533 - mmaction - INFO - Epoch [9][20/1492] lr: 1.000e-02, eta: 2 days, 3:49:11, time: 2.006, data_time: 1.043, memory: 5812, loss_cls: 7.1437, loss: 7.1437, grad_norm: 5.0364 2020-10-23 15:30:53,387 - mmaction - INFO - Epoch [9][40/1492] lr: 1.000e-02, eta: 2 days, 3:48:19, time: 1.248, data_time: 0.264, memory: 5812, loss_cls: 7.1035, loss: 7.1035, grad_norm: 4.9999 2020-10-23 15:31:17,176 - mmaction - INFO - Epoch [9][60/1492] lr: 1.000e-02, eta: 2 days, 3:47:12, time: 1.188, data_time: 0.240, memory: 5812, loss_cls: 7.2854, loss: 7.2854, grad_norm: 5.0608 2020-10-23 15:31:41,130 - mmaction - INFO - Epoch [9][80/1492] lr: 1.000e-02, eta: 2 days, 3:46:07, time: 1.190, data_time: 0.337, memory: 5812, loss_cls: 7.0469, loss: 7.0469, grad_norm: 4.9975 2020-10-23 15:32:04,864 - mmaction - INFO - Epoch [9][100/1492] lr: 1.000e-02, eta: 2 days, 3:45:02, time: 1.192, data_time: 0.228, memory: 5812, loss_cls: 7.0201, loss: 7.0201, grad_norm: 4.9717 2020-10-23 15:32:28,290 - mmaction - INFO - Epoch [9][120/1492] lr: 1.000e-02, eta: 2 days, 3:43:51, time: 1.168, data_time: 0.253, memory: 5812, loss_cls: 7.0365, loss: 7.0365, grad_norm: 4.9929 2020-10-23 15:32:51,296 - mmaction - INFO - Epoch [9][140/1492] lr: 1.000e-02, eta: 2 days, 3:42:38, time: 1.156, data_time: 0.227, memory: 5812, loss_cls: 7.1392, loss: 7.1392, grad_norm: 5.0030 2020-10-23 15:33:14,474 - mmaction - INFO - Epoch [9][160/1492] lr: 1.000e-02, eta: 2 days, 3:41:26, time: 1.160, data_time: 0.066, memory: 5812, loss_cls: 7.1337, loss: 7.1337, grad_norm: 5.0078 2020-10-23 15:33:38,000 - mmaction - INFO - Epoch [9][180/1492] lr: 1.000e-02, eta: 2 days, 3:40:17, time: 1.172, data_time: 0.230, memory: 5812, loss_cls: 7.1666, loss: 7.1666, grad_norm: 5.1152 2020-10-23 15:34:01,128 - mmaction - INFO - Epoch [9][200/1492] lr: 1.000e-02, eta: 2 days, 3:39:05, time: 1.158, data_time: 0.243, memory: 5812, loss_cls: 7.1658, loss: 7.1658, grad_norm: 5.0925 2020-10-23 15:34:24,227 - mmaction - INFO - Epoch [9][220/1492] lr: 1.000e-02, eta: 2 days, 3:37:53, time: 1.157, data_time: 0.072, memory: 5812, loss_cls: 7.1022, loss: 7.1022, grad_norm: 5.1342 2020-10-23 15:34:47,209 - mmaction - INFO - Epoch [9][240/1492] lr: 1.000e-02, eta: 2 days, 3:36:39, time: 1.149, data_time: 0.002, memory: 5812, loss_cls: 7.2092, loss: 7.2092, grad_norm: 5.1216 2020-10-23 15:35:09,338 - mmaction - INFO - Epoch [9][260/1492] lr: 1.000e-02, eta: 2 days, 3:35:16, time: 1.106, data_time: 0.042, memory: 5812, loss_cls: 7.1520, loss: 7.1520, grad_norm: 5.0356 2020-10-23 15:35:32,395 - mmaction - INFO - Epoch [9][280/1492] lr: 1.000e-02, eta: 2 days, 3:34:03, time: 1.153, data_time: 0.351, memory: 5812, loss_cls: 7.1614, loss: 7.1614, grad_norm: 5.1399 2020-10-23 15:35:55,863 - mmaction - INFO - Epoch [9][300/1492] lr: 1.000e-02, eta: 2 days, 3:32:55, time: 1.171, data_time: 0.322, memory: 5812, loss_cls: 6.9737, loss: 6.9737, grad_norm: 5.0599 2020-10-23 15:36:19,188 - mmaction - INFO - Epoch [9][320/1492] lr: 1.000e-02, eta: 2 days, 3:31:45, time: 1.164, data_time: 0.232, memory: 5812, loss_cls: 7.1945, loss: 7.1945, grad_norm: 5.1701 2020-10-23 15:36:42,772 - mmaction - INFO - Epoch [9][340/1492] lr: 1.000e-02, eta: 2 days, 3:30:39, time: 1.180, data_time: 0.263, memory: 5812, loss_cls: 7.2598, loss: 7.2598, grad_norm: 5.0407 2020-10-23 15:37:05,963 - mmaction - INFO - Epoch [9][360/1492] lr: 1.000e-02, eta: 2 days, 3:29:30, time: 1.164, data_time: 0.292, memory: 5812, loss_cls: 7.0574, loss: 7.0574, grad_norm: 4.9780 2020-10-23 15:37:29,271 - mmaction - INFO - Epoch [9][380/1492] lr: 1.000e-02, eta: 2 days, 3:28:19, time: 1.157, data_time: 0.208, memory: 5812, loss_cls: 7.0596, loss: 7.0596, grad_norm: 5.1414 2020-10-23 15:37:52,231 - mmaction - INFO - Epoch [9][400/1492] lr: 1.000e-02, eta: 2 days, 3:27:08, time: 1.157, data_time: 0.036, memory: 5812, loss_cls: 7.2330, loss: 7.2330, grad_norm: 5.1296 2020-10-23 15:38:15,001 - mmaction - INFO - Epoch [9][420/1492] lr: 1.000e-02, eta: 2 days, 3:25:52, time: 1.132, data_time: 0.001, memory: 5812, loss_cls: 7.2125, loss: 7.2125, grad_norm: 5.0440 2020-10-23 15:38:38,211 - mmaction - INFO - Epoch [9][440/1492] lr: 1.000e-02, eta: 2 days, 3:24:43, time: 1.163, data_time: 0.009, memory: 5812, loss_cls: 6.9941, loss: 6.9941, grad_norm: 5.0883 2020-10-23 15:39:00,588 - mmaction - INFO - Epoch [9][460/1492] lr: 1.000e-02, eta: 2 days, 3:23:25, time: 1.120, data_time: 0.008, memory: 5812, loss_cls: 7.0707, loss: 7.0707, grad_norm: 4.9839 2020-10-23 15:39:23,399 - mmaction - INFO - Epoch [9][480/1492] lr: 1.000e-02, eta: 2 days, 3:22:10, time: 1.134, data_time: 0.004, memory: 5812, loss_cls: 7.2482, loss: 7.2482, grad_norm: 5.1377 2020-10-23 15:39:45,774 - mmaction - INFO - Epoch [9][500/1492] lr: 1.000e-02, eta: 2 days, 3:20:53, time: 1.126, data_time: 0.009, memory: 5812, loss_cls: 7.1262, loss: 7.1262, grad_norm: 4.9650 2020-10-23 15:40:08,204 - mmaction - INFO - Epoch [9][520/1492] lr: 1.000e-02, eta: 2 days, 3:19:35, time: 1.123, data_time: 0.003, memory: 5812, loss_cls: 7.1946, loss: 7.1946, grad_norm: 5.1069 2020-10-23 15:40:31,120 - mmaction - INFO - Epoch [9][540/1492] lr: 1.000e-02, eta: 2 days, 3:18:23, time: 1.146, data_time: 0.070, memory: 5812, loss_cls: 7.2576, loss: 7.2576, grad_norm: 5.1274 2020-10-23 15:40:54,522 - mmaction - INFO - Epoch [9][560/1492] lr: 1.000e-02, eta: 2 days, 3:17:16, time: 1.168, data_time: 0.030, memory: 5812, loss_cls: 7.2618, loss: 7.2618, grad_norm: 5.1068 2020-10-23 15:41:16,825 - mmaction - INFO - Epoch [9][580/1492] lr: 1.000e-02, eta: 2 days, 3:15:58, time: 1.116, data_time: 0.003, memory: 5812, loss_cls: 7.1487, loss: 7.1487, grad_norm: 4.9976 2020-10-23 15:41:40,103 - mmaction - INFO - Epoch [9][600/1492] lr: 1.000e-02, eta: 2 days, 3:14:51, time: 1.164, data_time: 0.003, memory: 5812, loss_cls: 7.0680, loss: 7.0680, grad_norm: 5.0902 2020-10-23 15:42:03,045 - mmaction - INFO - Epoch [9][620/1492] lr: 1.000e-02, eta: 2 days, 3:13:39, time: 1.146, data_time: 0.001, memory: 5812, loss_cls: 7.2852, loss: 7.2852, grad_norm: 5.2055 2020-10-23 15:42:25,398 - mmaction - INFO - Epoch [9][640/1492] lr: 1.000e-02, eta: 2 days, 3:12:20, time: 1.108, data_time: 0.004, memory: 5812, loss_cls: 7.1743, loss: 7.1743, grad_norm: 5.0680 2020-10-23 15:42:47,916 - mmaction - INFO - Epoch [9][660/1492] lr: 1.000e-02, eta: 2 days, 3:11:06, time: 1.132, data_time: 0.053, memory: 5812, loss_cls: 7.0979, loss: 7.0979, grad_norm: 5.0570 2020-10-23 15:43:10,880 - mmaction - INFO - Epoch [9][680/1492] lr: 1.000e-02, eta: 2 days, 3:09:55, time: 1.149, data_time: 0.064, memory: 5812, loss_cls: 7.1718, loss: 7.1718, grad_norm: 5.0442 2020-10-23 15:43:33,956 - mmaction - INFO - Epoch [9][700/1492] lr: 1.000e-02, eta: 2 days, 3:08:47, time: 1.159, data_time: 0.006, memory: 5812, loss_cls: 7.1666, loss: 7.1666, grad_norm: 5.1400 2020-10-23 15:43:56,987 - mmaction - INFO - Epoch [9][720/1492] lr: 1.000e-02, eta: 2 days, 3:07:37, time: 1.148, data_time: 0.081, memory: 5812, loss_cls: 7.1484, loss: 7.1484, grad_norm: 5.0950 2020-10-23 15:44:19,331 - mmaction - INFO - Epoch [9][740/1492] lr: 1.000e-02, eta: 2 days, 3:06:19, time: 1.113, data_time: 0.015, memory: 5812, loss_cls: 7.1195, loss: 7.1195, grad_norm: 4.9316 2020-10-23 15:44:40,710 - mmaction - INFO - Epoch [9][760/1492] lr: 1.000e-02, eta: 2 days, 3:04:54, time: 1.076, data_time: 0.009, memory: 5812, loss_cls: 7.0505, loss: 7.0505, grad_norm: 5.0528 2020-10-23 15:45:03,913 - mmaction - INFO - Epoch [9][780/1492] lr: 1.000e-02, eta: 2 days, 3:03:47, time: 1.161, data_time: 0.012, memory: 5812, loss_cls: 7.1789, loss: 7.1789, grad_norm: 5.0293 2020-10-23 15:45:26,383 - mmaction - INFO - Epoch [9][800/1492] lr: 1.000e-02, eta: 2 days, 3:02:32, time: 1.120, data_time: 0.002, memory: 5812, loss_cls: 7.2575, loss: 7.2575, grad_norm: 5.0291 2020-10-23 15:45:49,415 - mmaction - INFO - Epoch [9][820/1492] lr: 1.000e-02, eta: 2 days, 3:01:24, time: 1.155, data_time: 0.008, memory: 5812, loss_cls: 7.1254, loss: 7.1254, grad_norm: 4.9253 2020-10-23 15:46:12,377 - mmaction - INFO - Epoch [9][840/1492] lr: 1.000e-02, eta: 2 days, 3:00:14, time: 1.146, data_time: 0.001, memory: 5812, loss_cls: 7.3432, loss: 7.3432, grad_norm: 5.1086 2020-10-23 15:46:34,611 - mmaction - INFO - Epoch [9][860/1492] lr: 1.000e-02, eta: 2 days, 2:58:57, time: 1.110, data_time: 0.003, memory: 5812, loss_cls: 7.2183, loss: 7.2183, grad_norm: 5.0824 2020-10-23 15:46:58,207 - mmaction - INFO - Epoch [9][880/1492] lr: 1.000e-02, eta: 2 days, 2:57:55, time: 1.184, data_time: 0.006, memory: 5812, loss_cls: 7.1804, loss: 7.1804, grad_norm: 5.1115 2020-10-23 15:47:20,388 - mmaction - INFO - Epoch [9][900/1492] lr: 1.000e-02, eta: 2 days, 2:56:38, time: 1.108, data_time: 0.001, memory: 5812, loss_cls: 7.0979, loss: 7.0979, grad_norm: 4.9995 2020-10-23 15:47:44,066 - mmaction - INFO - Epoch [9][920/1492] lr: 1.000e-02, eta: 2 days, 2:55:36, time: 1.181, data_time: 0.002, memory: 5812, loss_cls: 7.0736, loss: 7.0736, grad_norm: 5.0171 2020-10-23 15:48:06,521 - mmaction - INFO - Epoch [9][940/1492] lr: 1.000e-02, eta: 2 days, 2:54:23, time: 1.125, data_time: 0.006, memory: 5812, loss_cls: 7.3058, loss: 7.3058, grad_norm: 5.1804 2020-10-23 15:48:29,174 - mmaction - INFO - Epoch [9][960/1492] lr: 1.000e-02, eta: 2 days, 2:53:11, time: 1.129, data_time: 0.006, memory: 5812, loss_cls: 7.2338, loss: 7.2338, grad_norm: 5.1584 2020-10-23 15:48:52,318 - mmaction - INFO - Epoch [9][980/1492] lr: 1.000e-02, eta: 2 days, 2:52:05, time: 1.161, data_time: 0.006, memory: 5812, loss_cls: 7.1900, loss: 7.1900, grad_norm: 5.0108 2020-10-23 15:49:14,755 - mmaction - INFO - Epoch [9][1000/1492] lr: 1.000e-02, eta: 2 days, 2:50:52, time: 1.122, data_time: 0.003, memory: 5812, loss_cls: 7.2242, loss: 7.2242, grad_norm: 4.9908 2020-10-23 15:49:37,122 - mmaction - INFO - Epoch [9][1020/1492] lr: 1.000e-02, eta: 2 days, 2:49:37, time: 1.118, data_time: 0.002, memory: 5812, loss_cls: 7.2304, loss: 7.2304, grad_norm: 5.0514 2020-10-23 15:49:59,817 - mmaction - INFO - Epoch [9][1040/1492] lr: 1.000e-02, eta: 2 days, 2:48:27, time: 1.134, data_time: 0.002, memory: 5812, loss_cls: 7.2127, loss: 7.2127, grad_norm: 5.0049 2020-10-23 15:50:22,761 - mmaction - INFO - Epoch [9][1060/1492] lr: 1.000e-02, eta: 2 days, 2:47:17, time: 1.140, data_time: 0.005, memory: 5812, loss_cls: 7.1513, loss: 7.1513, grad_norm: 5.0255 2020-10-23 15:50:45,173 - mmaction - INFO - Epoch [9][1080/1492] lr: 1.000e-02, eta: 2 days, 2:46:05, time: 1.123, data_time: 0.009, memory: 5812, loss_cls: 7.2587, loss: 7.2587, grad_norm: 5.0858 2020-10-23 15:51:08,698 - mmaction - INFO - Epoch [9][1100/1492] lr: 1.000e-02, eta: 2 days, 2:45:04, time: 1.179, data_time: 0.007, memory: 5812, loss_cls: 7.1907, loss: 7.1907, grad_norm: 5.1340 2020-10-23 15:51:31,470 - mmaction - INFO - Epoch [9][1120/1492] lr: 1.000e-02, eta: 2 days, 2:43:55, time: 1.141, data_time: 0.007, memory: 5812, loss_cls: 7.1427, loss: 7.1427, grad_norm: 4.9554 2020-10-23 15:51:53,955 - mmaction - INFO - Epoch [9][1140/1492] lr: 1.000e-02, eta: 2 days, 2:42:43, time: 1.125, data_time: 0.004, memory: 5812, loss_cls: 7.1571, loss: 7.1571, grad_norm: 5.1043 2020-10-23 15:52:17,003 - mmaction - INFO - Epoch [9][1160/1492] lr: 1.000e-02, eta: 2 days, 2:41:36, time: 1.147, data_time: 0.005, memory: 5812, loss_cls: 7.2633, loss: 7.2633, grad_norm: 5.1687 2020-10-23 15:52:38,786 - mmaction - INFO - Epoch [9][1180/1492] lr: 1.000e-02, eta: 2 days, 2:40:18, time: 1.096, data_time: 0.025, memory: 5812, loss_cls: 7.0904, loss: 7.0904, grad_norm: 5.0118 2020-10-23 15:53:01,671 - mmaction - INFO - Epoch [9][1200/1492] lr: 1.000e-02, eta: 2 days, 2:39:08, time: 1.133, data_time: 0.165, memory: 5812, loss_cls: 7.2619, loss: 7.2619, grad_norm: 5.1132 2020-10-23 15:53:23,513 - mmaction - INFO - Epoch [9][1220/1492] lr: 1.000e-02, eta: 2 days, 2:37:52, time: 1.101, data_time: 0.333, memory: 5812, loss_cls: 7.2195, loss: 7.2195, grad_norm: 5.1351 2020-10-23 15:53:46,914 - mmaction - INFO - Epoch [9][1240/1492] lr: 1.000e-02, eta: 2 days, 2:36:49, time: 1.164, data_time: 0.269, memory: 5812, loss_cls: 7.2523, loss: 7.2523, grad_norm: 5.0543 2020-10-23 15:54:10,170 - mmaction - INFO - Epoch [9][1260/1492] lr: 1.000e-02, eta: 2 days, 2:35:47, time: 1.168, data_time: 0.475, memory: 5812, loss_cls: 7.3251, loss: 7.3251, grad_norm: 5.0820 2020-10-23 15:54:32,472 - mmaction - INFO - Epoch [9][1280/1492] lr: 1.000e-02, eta: 2 days, 2:34:34, time: 1.115, data_time: 0.427, memory: 5812, loss_cls: 7.3148, loss: 7.3148, grad_norm: 5.0475 2020-10-23 15:54:54,475 - mmaction - INFO - Epoch [9][1300/1492] lr: 1.000e-02, eta: 2 days, 2:33:18, time: 1.100, data_time: 0.125, memory: 5812, loss_cls: 7.2349, loss: 7.2349, grad_norm: 5.0646 2020-10-23 15:55:17,198 - mmaction - INFO - Epoch [9][1320/1492] lr: 1.000e-02, eta: 2 days, 2:32:10, time: 1.136, data_time: 0.005, memory: 5812, loss_cls: 7.1897, loss: 7.1897, grad_norm: 5.0790 2020-10-23 15:55:40,325 - mmaction - INFO - Epoch [9][1340/1492] lr: 1.000e-02, eta: 2 days, 2:31:06, time: 1.158, data_time: 0.004, memory: 5812, loss_cls: 7.0634, loss: 7.0634, grad_norm: 5.1097 2020-10-23 15:56:01,960 - mmaction - INFO - Epoch [9][1360/1492] lr: 1.000e-02, eta: 2 days, 2:29:46, time: 1.078, data_time: 0.002, memory: 5812, loss_cls: 7.2233, loss: 7.2233, grad_norm: 5.1878 2020-10-23 15:56:24,977 - mmaction - INFO - Epoch [9][1380/1492] lr: 1.000e-02, eta: 2 days, 2:28:40, time: 1.145, data_time: 0.006, memory: 5812, loss_cls: 7.2619, loss: 7.2619, grad_norm: 5.0183 2020-10-23 15:56:47,555 - mmaction - INFO - Epoch [9][1400/1492] lr: 1.000e-02, eta: 2 days, 2:27:33, time: 1.138, data_time: 0.011, memory: 5812, loss_cls: 7.1311, loss: 7.1311, grad_norm: 5.1031 2020-10-23 15:57:10,320 - mmaction - INFO - Epoch [9][1420/1492] lr: 1.000e-02, eta: 2 days, 2:26:25, time: 1.137, data_time: 0.003, memory: 5812, loss_cls: 7.1283, loss: 7.1283, grad_norm: 5.0461 2020-10-23 15:57:32,833 - mmaction - INFO - Epoch [9][1440/1492] lr: 1.000e-02, eta: 2 days, 2:25:16, time: 1.128, data_time: 0.006, memory: 5812, loss_cls: 7.1883, loss: 7.1883, grad_norm: 4.9349 2020-10-23 15:57:55,754 - mmaction - INFO - Epoch [9][1460/1492] lr: 1.000e-02, eta: 2 days, 2:24:11, time: 1.145, data_time: 0.001, memory: 5812, loss_cls: 7.1030, loss: 7.1030, grad_norm: 4.9934 2020-10-23 15:58:18,870 - mmaction - INFO - Epoch [9][1480/1492] lr: 1.000e-02, eta: 2 days, 2:23:07, time: 1.152, data_time: 0.003, memory: 5812, loss_cls: 7.1287, loss: 7.1287, grad_norm: 5.0053 2020-10-23 15:59:14,250 - mmaction - INFO - Epoch [10][20/1492] lr: 1.000e-02, eta: 2 days, 2:22:04, time: 2.040, data_time: 1.438, memory: 5812, loss_cls: 7.0602, loss: 7.0602, grad_norm: 5.0110 2020-10-23 15:59:37,515 - mmaction - INFO - Epoch [10][40/1492] lr: 1.000e-02, eta: 2 days, 2:21:04, time: 1.167, data_time: 0.463, memory: 5812, loss_cls: 7.1403, loss: 7.1403, grad_norm: 5.0692 2020-10-23 16:00:00,747 - mmaction - INFO - Epoch [10][60/1492] lr: 1.000e-02, eta: 2 days, 2:20:02, time: 1.161, data_time: 0.561, memory: 5812, loss_cls: 6.9318, loss: 6.9318, grad_norm: 4.9981 2020-10-23 16:00:24,541 - mmaction - INFO - Epoch [10][80/1492] lr: 1.000e-02, eta: 2 days, 2:19:05, time: 1.188, data_time: 0.599, memory: 5812, loss_cls: 7.1114, loss: 7.1114, grad_norm: 5.0743 2020-10-23 16:00:47,078 - mmaction - INFO - Epoch [10][100/1492] lr: 1.000e-02, eta: 2 days, 2:17:58, time: 1.129, data_time: 0.555, memory: 5812, loss_cls: 7.0979, loss: 7.0979, grad_norm: 5.1469 2020-10-23 16:01:09,577 - mmaction - INFO - Epoch [10][120/1492] lr: 1.000e-02, eta: 2 days, 2:16:49, time: 1.126, data_time: 0.527, memory: 5812, loss_cls: 7.1950, loss: 7.1950, grad_norm: 5.0683 2020-10-23 16:01:31,962 - mmaction - INFO - Epoch [10][140/1492] lr: 1.000e-02, eta: 2 days, 2:15:39, time: 1.116, data_time: 0.515, memory: 5812, loss_cls: 7.0253, loss: 7.0253, grad_norm: 5.1057 2020-10-23 16:01:54,969 - mmaction - INFO - Epoch [10][160/1492] lr: 1.000e-02, eta: 2 days, 2:14:36, time: 1.152, data_time: 0.569, memory: 5812, loss_cls: 7.1300, loss: 7.1300, grad_norm: 5.1156 2020-10-23 16:02:17,789 - mmaction - INFO - Epoch [10][180/1492] lr: 1.000e-02, eta: 2 days, 2:13:30, time: 1.140, data_time: 0.544, memory: 5812, loss_cls: 7.1702, loss: 7.1702, grad_norm: 5.1026 2020-10-23 16:02:40,028 - mmaction - INFO - Epoch [10][200/1492] lr: 1.000e-02, eta: 2 days, 2:12:20, time: 1.114, data_time: 0.522, memory: 5812, loss_cls: 7.1399, loss: 7.1399, grad_norm: 4.9552 2020-10-23 16:03:02,658 - mmaction - INFO - Epoch [10][220/1492] lr: 1.000e-02, eta: 2 days, 2:11:13, time: 1.128, data_time: 0.526, memory: 5812, loss_cls: 7.0126, loss: 7.0126, grad_norm: 4.9394 2020-10-23 16:03:25,540 - mmaction - INFO - Epoch [10][240/1492] lr: 1.000e-02, eta: 2 days, 2:10:09, time: 1.147, data_time: 0.541, memory: 5812, loss_cls: 7.1027, loss: 7.1027, grad_norm: 5.1571 2020-10-23 16:03:47,986 - mmaction - INFO - Epoch [10][260/1492] lr: 1.000e-02, eta: 2 days, 2:09:00, time: 1.119, data_time: 0.526, memory: 5812, loss_cls: 7.2362, loss: 7.2362, grad_norm: 5.1916 2020-10-23 16:04:10,265 - mmaction - INFO - Epoch [10][280/1492] lr: 1.000e-02, eta: 2 days, 2:07:51, time: 1.116, data_time: 0.517, memory: 5812, loss_cls: 7.1792, loss: 7.1792, grad_norm: 5.1244 2020-10-23 16:04:32,772 - mmaction - INFO - Epoch [10][300/1492] lr: 1.000e-02, eta: 2 days, 2:06:44, time: 1.126, data_time: 0.515, memory: 5812, loss_cls: 7.2480, loss: 7.2480, grad_norm: 5.1027 2020-10-23 16:04:56,462 - mmaction - INFO - Epoch [10][320/1492] lr: 1.000e-02, eta: 2 days, 2:05:46, time: 1.173, data_time: 0.582, memory: 5812, loss_cls: 7.1511, loss: 7.1511, grad_norm: 5.0434 2020-10-23 16:05:18,965 - mmaction - INFO - Epoch [10][340/1492] lr: 1.000e-02, eta: 2 days, 2:04:39, time: 1.130, data_time: 0.547, memory: 5812, loss_cls: 7.1410, loss: 7.1410, grad_norm: 5.0769 2020-10-23 16:05:42,107 - mmaction - INFO - Epoch [10][360/1492] lr: 1.000e-02, eta: 2 days, 2:03:38, time: 1.157, data_time: 0.567, memory: 5812, loss_cls: 7.1487, loss: 7.1487, grad_norm: 5.0488 2020-10-23 16:06:04,078 - mmaction - INFO - Epoch [10][380/1492] lr: 1.000e-02, eta: 2 days, 2:02:27, time: 1.101, data_time: 0.515, memory: 5812, loss_cls: 7.1597, loss: 7.1597, grad_norm: 5.0803 2020-10-23 16:06:26,702 - mmaction - INFO - Epoch [10][400/1492] lr: 1.000e-02, eta: 2 days, 2:01:21, time: 1.130, data_time: 0.532, memory: 5812, loss_cls: 7.0896, loss: 7.0896, grad_norm: 5.1235 2020-10-23 16:06:49,196 - mmaction - INFO - Epoch [10][420/1492] lr: 1.000e-02, eta: 2 days, 2:00:15, time: 1.127, data_time: 0.507, memory: 5812, loss_cls: 7.0836, loss: 7.0836, grad_norm: 5.1496 2020-10-23 16:07:11,579 - mmaction - INFO - Epoch [10][440/1492] lr: 1.000e-02, eta: 2 days, 1:59:07, time: 1.121, data_time: 0.513, memory: 5812, loss_cls: 7.1332, loss: 7.1332, grad_norm: 4.9846 2020-10-23 16:07:34,043 - mmaction - INFO - Epoch [10][460/1492] lr: 1.000e-02, eta: 2 days, 1:58:01, time: 1.126, data_time: 0.538, memory: 5812, loss_cls: 6.9852, loss: 6.9852, grad_norm: 5.0186 2020-10-23 16:07:56,325 - mmaction - INFO - Epoch [10][480/1492] lr: 1.000e-02, eta: 2 days, 1:56:52, time: 1.113, data_time: 0.539, memory: 5812, loss_cls: 7.1295, loss: 7.1295, grad_norm: 4.9892 2020-10-23 16:08:18,371 - mmaction - INFO - Epoch [10][500/1492] lr: 1.000e-02, eta: 2 days, 1:55:41, time: 1.101, data_time: 0.513, memory: 5812, loss_cls: 7.1201, loss: 7.1201, grad_norm: 4.9690 2020-10-23 16:08:41,301 - mmaction - INFO - Epoch [10][520/1492] lr: 1.000e-02, eta: 2 days, 1:54:38, time: 1.140, data_time: 0.549, memory: 5812, loss_cls: 7.0961, loss: 7.0961, grad_norm: 4.9918 2020-10-23 16:09:03,639 - mmaction - INFO - Epoch [10][540/1492] lr: 1.000e-02, eta: 2 days, 1:53:32, time: 1.125, data_time: 0.533, memory: 5812, loss_cls: 7.1659, loss: 7.1659, grad_norm: 5.0795 2020-10-23 16:09:26,148 - mmaction - INFO - Epoch [10][560/1492] lr: 1.000e-02, eta: 2 days, 1:52:25, time: 1.119, data_time: 0.540, memory: 5812, loss_cls: 7.1400, loss: 7.1400, grad_norm: 5.0417 2020-10-23 16:09:48,371 - mmaction - INFO - Epoch [10][580/1492] lr: 1.000e-02, eta: 2 days, 1:51:18, time: 1.116, data_time: 0.514, memory: 5812, loss_cls: 7.2108, loss: 7.2108, grad_norm: 5.0316 2020-10-23 16:10:10,480 - mmaction - INFO - Epoch [10][600/1492] lr: 1.000e-02, eta: 2 days, 1:50:09, time: 1.107, data_time: 0.525, memory: 5812, loss_cls: 7.1038, loss: 7.1038, grad_norm: 5.0657 2020-10-23 16:10:33,325 - mmaction - INFO - Epoch [10][620/1492] lr: 1.000e-02, eta: 2 days, 1:49:06, time: 1.137, data_time: 0.549, memory: 5812, loss_cls: 7.1060, loss: 7.1060, grad_norm: 5.0708 2020-10-23 16:10:55,353 - mmaction - INFO - Epoch [10][640/1492] lr: 1.000e-02, eta: 2 days, 1:47:56, time: 1.103, data_time: 0.510, memory: 5812, loss_cls: 7.1647, loss: 7.1647, grad_norm: 5.0617 2020-10-23 16:11:17,753 - mmaction - INFO - Epoch [10][660/1492] lr: 1.000e-02, eta: 2 days, 1:46:50, time: 1.119, data_time: 0.493, memory: 5812, loss_cls: 7.1558, loss: 7.1558, grad_norm: 5.0167 2020-10-23 16:11:40,312 - mmaction - INFO - Epoch [10][680/1492] lr: 1.000e-02, eta: 2 days, 1:45:43, time: 1.119, data_time: 0.533, memory: 5812, loss_cls: 7.1660, loss: 7.1660, grad_norm: 5.0051 2020-10-23 16:12:02,710 - mmaction - INFO - Epoch [10][700/1492] lr: 1.000e-02, eta: 2 days, 1:44:39, time: 1.127, data_time: 0.542, memory: 5812, loss_cls: 7.0925, loss: 7.0925, grad_norm: 5.0610 2020-10-23 16:12:24,790 - mmaction - INFO - Epoch [10][720/1492] lr: 1.000e-02, eta: 2 days, 1:43:31, time: 1.110, data_time: 0.521, memory: 5812, loss_cls: 7.2262, loss: 7.2262, grad_norm: 5.0907 2020-10-23 16:12:47,730 - mmaction - INFO - Epoch [10][740/1492] lr: 1.000e-02, eta: 2 days, 1:42:30, time: 1.146, data_time: 0.542, memory: 5812, loss_cls: 7.1959, loss: 7.1959, grad_norm: 4.9944 2020-10-23 16:13:10,289 - mmaction - INFO - Epoch [10][760/1492] lr: 1.000e-02, eta: 2 days, 1:41:26, time: 1.124, data_time: 0.531, memory: 5812, loss_cls: 7.1053, loss: 7.1053, grad_norm: 5.0235 2020-10-23 16:13:32,180 - mmaction - INFO - Epoch [10][780/1492] lr: 1.000e-02, eta: 2 days, 1:40:16, time: 1.100, data_time: 0.515, memory: 5812, loss_cls: 7.0004, loss: 7.0004, grad_norm: 4.9596 2020-10-23 16:13:54,850 - mmaction - INFO - Epoch [10][800/1492] lr: 1.000e-02, eta: 2 days, 1:39:13, time: 1.133, data_time: 0.542, memory: 5812, loss_cls: 6.9655, loss: 6.9655, grad_norm: 4.9124 2020-10-23 16:14:17,442 - mmaction - INFO - Epoch [10][820/1492] lr: 1.000e-02, eta: 2 days, 1:38:09, time: 1.125, data_time: 0.524, memory: 5812, loss_cls: 6.9830, loss: 6.9830, grad_norm: 4.9150 2020-10-23 16:14:40,199 - mmaction - INFO - Epoch [10][840/1492] lr: 1.000e-02, eta: 2 days, 1:37:08, time: 1.144, data_time: 0.553, memory: 5812, loss_cls: 7.1452, loss: 7.1452, grad_norm: 5.0801 2020-10-23 16:15:02,270 - mmaction - INFO - Epoch [10][860/1492] lr: 1.000e-02, eta: 2 days, 1:36:00, time: 1.104, data_time: 0.512, memory: 5812, loss_cls: 7.0521, loss: 7.0521, grad_norm: 5.0963 2020-10-23 16:15:25,038 - mmaction - INFO - Epoch [10][880/1492] lr: 1.000e-02, eta: 2 days, 1:34:58, time: 1.134, data_time: 0.521, memory: 5812, loss_cls: 7.1626, loss: 7.1626, grad_norm: 4.9280 2020-10-23 16:15:47,181 - mmaction - INFO - Epoch [10][900/1492] lr: 1.000e-02, eta: 2 days, 1:33:52, time: 1.111, data_time: 0.515, memory: 5812, loss_cls: 7.1067, loss: 7.1067, grad_norm: 5.0423 2020-10-23 16:16:10,178 - mmaction - INFO - Epoch [10][920/1492] lr: 1.000e-02, eta: 2 days, 1:32:52, time: 1.145, data_time: 0.537, memory: 5812, loss_cls: 7.0346, loss: 7.0346, grad_norm: 4.8895 2020-10-23 16:16:32,383 - mmaction - INFO - Epoch [10][940/1492] lr: 1.000e-02, eta: 2 days, 1:31:46, time: 1.114, data_time: 0.527, memory: 5812, loss_cls: 6.9961, loss: 6.9961, grad_norm: 4.9257 2020-10-23 16:16:55,207 - mmaction - INFO - Epoch [10][960/1492] lr: 1.000e-02, eta: 2 days, 1:30:46, time: 1.141, data_time: 0.559, memory: 5812, loss_cls: 7.1390, loss: 7.1390, grad_norm: 5.1240 2020-10-23 16:17:17,750 - mmaction - INFO - Epoch [10][980/1492] lr: 1.000e-02, eta: 2 days, 1:29:43, time: 1.126, data_time: 0.518, memory: 5812, loss_cls: 7.1482, loss: 7.1482, grad_norm: 5.1139 2020-10-23 16:17:40,211 - mmaction - INFO - Epoch [10][1000/1492] lr: 1.000e-02, eta: 2 days, 1:28:40, time: 1.125, data_time: 0.524, memory: 5812, loss_cls: 7.0920, loss: 7.0920, grad_norm: 4.8982 2020-10-23 16:18:02,793 - mmaction - INFO - Epoch [10][1020/1492] lr: 1.000e-02, eta: 2 days, 1:27:35, time: 1.117, data_time: 0.522, memory: 5812, loss_cls: 7.1107, loss: 7.1107, grad_norm: 4.9595 2020-10-23 16:18:25,368 - mmaction - INFO - Epoch [10][1040/1492] lr: 1.000e-02, eta: 2 days, 1:26:33, time: 1.133, data_time: 0.530, memory: 5812, loss_cls: 7.0857, loss: 7.0857, grad_norm: 4.9568 2020-10-23 16:18:47,590 - mmaction - INFO - Epoch [10][1060/1492] lr: 1.000e-02, eta: 2 days, 1:25:29, time: 1.117, data_time: 0.538, memory: 5812, loss_cls: 7.2638, loss: 7.2638, grad_norm: 4.9960 2020-10-23 16:19:10,134 - mmaction - INFO - Epoch [10][1080/1492] lr: 1.000e-02, eta: 2 days, 1:24:26, time: 1.123, data_time: 0.522, memory: 5812, loss_cls: 7.1439, loss: 7.1439, grad_norm: 5.0197 2020-10-23 16:19:32,326 - mmaction - INFO - Epoch [10][1100/1492] lr: 1.000e-02, eta: 2 days, 1:23:21, time: 1.115, data_time: 0.542, memory: 5812, loss_cls: 7.0905, loss: 7.0905, grad_norm: 5.0061 2020-10-23 16:19:55,622 - mmaction - INFO - Epoch [10][1120/1492] lr: 1.000e-02, eta: 2 days, 1:22:25, time: 1.157, data_time: 0.542, memory: 5812, loss_cls: 7.2829, loss: 7.2829, grad_norm: 4.9864 2020-10-23 16:20:17,980 - mmaction - INFO - Epoch [10][1140/1492] lr: 1.000e-02, eta: 2 days, 1:21:22, time: 1.122, data_time: 0.520, memory: 5812, loss_cls: 7.2074, loss: 7.2074, grad_norm: 5.1039 2020-10-23 16:20:39,999 - mmaction - INFO - Epoch [10][1160/1492] lr: 1.000e-02, eta: 2 days, 1:20:16, time: 1.106, data_time: 0.510, memory: 5812, loss_cls: 6.9784, loss: 6.9784, grad_norm: 4.9798 2020-10-23 16:21:02,681 - mmaction - INFO - Epoch [10][1180/1492] lr: 1.000e-02, eta: 2 days, 1:19:14, time: 1.128, data_time: 0.531, memory: 5812, loss_cls: 7.0877, loss: 7.0877, grad_norm: 4.9818 2020-10-23 16:21:25,027 - mmaction - INFO - Epoch [10][1200/1492] lr: 1.000e-02, eta: 2 days, 1:18:12, time: 1.122, data_time: 0.522, memory: 5812, loss_cls: 7.0500, loss: 7.0500, grad_norm: 4.9230 2020-10-23 16:21:47,366 - mmaction - INFO - Epoch [10][1220/1492] lr: 1.000e-02, eta: 2 days, 1:17:08, time: 1.116, data_time: 0.515, memory: 5812, loss_cls: 7.0568, loss: 7.0568, grad_norm: 5.0947 2020-10-23 16:22:10,079 - mmaction - INFO - Epoch [10][1240/1492] lr: 1.000e-02, eta: 2 days, 1:16:08, time: 1.136, data_time: 0.548, memory: 5812, loss_cls: 7.1839, loss: 7.1839, grad_norm: 5.0019 2020-10-23 16:22:32,011 - mmaction - INFO - Epoch [10][1260/1492] lr: 1.000e-02, eta: 2 days, 1:15:01, time: 1.094, data_time: 0.507, memory: 5812, loss_cls: 7.0127, loss: 7.0127, grad_norm: 5.0509 2020-10-23 16:22:54,067 - mmaction - INFO - Epoch [10][1280/1492] lr: 1.000e-02, eta: 2 days, 1:13:55, time: 1.105, data_time: 0.511, memory: 5812, loss_cls: 7.2369, loss: 7.2369, grad_norm: 4.9727 2020-10-23 16:23:16,712 - mmaction - INFO - Epoch [10][1300/1492] lr: 1.000e-02, eta: 2 days, 1:12:55, time: 1.134, data_time: 0.532, memory: 5812, loss_cls: 7.1308, loss: 7.1308, grad_norm: 5.0604 2020-10-23 16:23:39,238 - mmaction - INFO - Epoch [10][1320/1492] lr: 1.000e-02, eta: 2 days, 1:11:54, time: 1.125, data_time: 0.536, memory: 5812, loss_cls: 7.0768, loss: 7.0768, grad_norm: 5.0560 2020-10-23 16:24:01,859 - mmaction - INFO - Epoch [10][1340/1492] lr: 1.000e-02, eta: 2 days, 1:10:53, time: 1.131, data_time: 0.543, memory: 5812, loss_cls: 7.1949, loss: 7.1949, grad_norm: 4.9653 2020-10-23 16:24:24,004 - mmaction - INFO - Epoch [10][1360/1492] lr: 1.000e-02, eta: 2 days, 1:09:49, time: 1.109, data_time: 0.551, memory: 5812, loss_cls: 7.1708, loss: 7.1708, grad_norm: 4.9871 2020-10-23 16:24:46,820 - mmaction - INFO - Epoch [10][1380/1492] lr: 1.000e-02, eta: 2 days, 1:08:51, time: 1.138, data_time: 0.546, memory: 5812, loss_cls: 7.2358, loss: 7.2358, grad_norm: 4.9554 2020-10-23 16:25:09,380 - mmaction - INFO - Epoch [10][1400/1492] lr: 1.000e-02, eta: 2 days, 1:07:50, time: 1.127, data_time: 0.552, memory: 5812, loss_cls: 7.0512, loss: 7.0512, grad_norm: 4.9966 2020-10-23 16:25:31,257 - mmaction - INFO - Epoch [10][1420/1492] lr: 1.000e-02, eta: 2 days, 1:06:43, time: 1.093, data_time: 0.504, memory: 5812, loss_cls: 7.0904, loss: 7.0904, grad_norm: 4.9506 2020-10-23 16:25:53,493 - mmaction - INFO - Epoch [10][1440/1492] lr: 1.000e-02, eta: 2 days, 1:05:41, time: 1.117, data_time: 0.533, memory: 5812, loss_cls: 7.1151, loss: 7.1151, grad_norm: 5.0290 2020-10-23 16:26:15,787 - mmaction - INFO - Epoch [10][1460/1492] lr: 1.000e-02, eta: 2 days, 1:04:38, time: 1.112, data_time: 0.508, memory: 5812, loss_cls: 7.2067, loss: 7.2067, grad_norm: 4.9356 2020-10-23 16:26:38,222 - mmaction - INFO - Epoch [10][1480/1492] lr: 1.000e-02, eta: 2 days, 1:03:37, time: 1.125, data_time: 0.531, memory: 5812, loss_cls: 7.1161, loss: 7.1161, grad_norm: 5.0852 2020-10-23 16:26:51,991 - mmaction - INFO - Saving checkpoint at 10 epochs 2020-10-23 16:29:00,082 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-23 16:29:01,465 - mmaction - INFO - mean_average_precision 0.4429 2020-10-23 16:29:01,575 - mmaction - INFO - Epoch(val) [10][1492] mean_average_precision: 0.4429 2020-10-23 16:29:37,491 - mmaction - INFO - Epoch [11][20/1492] lr: 1.000e-02, eta: 2 days, 1:01:58, time: 1.791, data_time: 1.088, memory: 5812, loss_cls: 7.0937, loss: 7.0937, grad_norm: 4.9282 2020-10-23 16:30:01,227 - mmaction - INFO - Epoch [11][40/1492] lr: 1.000e-02, eta: 2 days, 1:01:09, time: 1.186, data_time: 0.143, memory: 5812, loss_cls: 7.1599, loss: 7.1599, grad_norm: 5.0197 2020-10-23 16:30:23,680 - mmaction - INFO - Epoch [11][60/1492] lr: 1.000e-02, eta: 2 days, 1:00:09, time: 1.127, data_time: 0.007, memory: 5812, loss_cls: 7.0893, loss: 7.0893, grad_norm: 4.9992 2020-10-23 16:30:45,731 - mmaction - INFO - Epoch [11][80/1492] lr: 1.000e-02, eta: 2 days, 0:59:05, time: 1.100, data_time: 0.002, memory: 5812, loss_cls: 7.1751, loss: 7.1751, grad_norm: 5.0152 2020-10-23 16:31:07,940 - mmaction - INFO - Epoch [11][100/1492] lr: 1.000e-02, eta: 2 days, 0:58:02, time: 1.110, data_time: 0.068, memory: 5812, loss_cls: 7.0315, loss: 7.0315, grad_norm: 4.7908 2020-10-23 16:31:30,504 - mmaction - INFO - Epoch [11][120/1492] lr: 1.000e-02, eta: 2 days, 0:57:02, time: 1.128, data_time: 0.016, memory: 5812, loss_cls: 6.9720, loss: 6.9720, grad_norm: 4.9684 2020-10-23 16:31:53,162 - mmaction - INFO - Epoch [11][140/1492] lr: 1.000e-02, eta: 2 days, 0:56:03, time: 1.129, data_time: 0.036, memory: 5812, loss_cls: 6.9882, loss: 6.9882, grad_norm: 4.8751 2020-10-23 16:32:15,264 - mmaction - INFO - Epoch [11][160/1492] lr: 1.000e-02, eta: 2 days, 0:55:01, time: 1.110, data_time: 0.186, memory: 5812, loss_cls: 7.1153, loss: 7.1153, grad_norm: 5.1510 2020-10-23 16:32:37,140 - mmaction - INFO - Epoch [11][180/1492] lr: 1.000e-02, eta: 2 days, 0:53:56, time: 1.093, data_time: 0.044, memory: 5812, loss_cls: 7.0526, loss: 7.0526, grad_norm: 4.9691 2020-10-23 16:32:59,210 - mmaction - INFO - Epoch [11][200/1492] lr: 1.000e-02, eta: 2 days, 0:52:51, time: 1.099, data_time: 0.003, memory: 5812, loss_cls: 7.0943, loss: 7.0943, grad_norm: 5.0042 2020-10-23 16:33:21,608 - mmaction - INFO - Epoch [11][220/1492] lr: 1.000e-02, eta: 2 days, 0:51:52, time: 1.124, data_time: 0.007, memory: 5812, loss_cls: 7.0165, loss: 7.0165, grad_norm: 4.9103 2020-10-23 16:33:43,617 - mmaction - INFO - Epoch [11][240/1492] lr: 1.000e-02, eta: 2 days, 0:50:47, time: 1.094, data_time: 0.035, memory: 5812, loss_cls: 7.1115, loss: 7.1115, grad_norm: 5.0005 2020-10-23 16:34:05,116 - mmaction - INFO - Epoch [11][260/1492] lr: 1.000e-02, eta: 2 days, 0:49:40, time: 1.081, data_time: 0.013, memory: 5812, loss_cls: 7.0530, loss: 7.0530, grad_norm: 4.9707 2020-10-23 16:34:27,384 - mmaction - INFO - Epoch [11][280/1492] lr: 1.000e-02, eta: 2 days, 0:48:39, time: 1.115, data_time: 0.004, memory: 5812, loss_cls: 7.1056, loss: 7.1056, grad_norm: 4.9578 2020-10-23 16:34:50,549 - mmaction - INFO - Epoch [11][300/1492] lr: 1.000e-02, eta: 2 days, 0:47:45, time: 1.154, data_time: 0.013, memory: 5812, loss_cls: 7.1152, loss: 7.1152, grad_norm: 5.0808 2020-10-23 16:35:12,716 - mmaction - INFO - Epoch [11][320/1492] lr: 1.000e-02, eta: 2 days, 0:46:44, time: 1.109, data_time: 0.007, memory: 5812, loss_cls: 6.9412, loss: 6.9412, grad_norm: 5.0123 2020-10-23 16:35:34,977 - mmaction - INFO - Epoch [11][340/1492] lr: 1.000e-02, eta: 2 days, 0:45:43, time: 1.116, data_time: 0.006, memory: 5812, loss_cls: 7.1069, loss: 7.1069, grad_norm: 5.0320 2020-10-23 16:35:57,985 - mmaction - INFO - Epoch [11][360/1492] lr: 1.000e-02, eta: 2 days, 0:44:48, time: 1.145, data_time: 0.001, memory: 5812, loss_cls: 7.0251, loss: 7.0251, grad_norm: 5.0146 2020-10-23 16:36:19,649 - mmaction - INFO - Epoch [11][380/1492] lr: 1.000e-02, eta: 2 days, 0:43:43, time: 1.088, data_time: 0.011, memory: 5812, loss_cls: 7.0681, loss: 7.0681, grad_norm: 4.9464 2020-10-23 16:36:42,141 - mmaction - INFO - Epoch [11][400/1492] lr: 1.000e-02, eta: 2 days, 0:42:44, time: 1.126, data_time: 0.003, memory: 5812, loss_cls: 7.0191, loss: 7.0191, grad_norm: 4.9436 2020-10-23 16:37:04,984 - mmaction - INFO - Epoch [11][420/1492] lr: 1.000e-02, eta: 2 days, 0:41:49, time: 1.142, data_time: 0.013, memory: 5812, loss_cls: 7.1018, loss: 7.1018, grad_norm: 4.9966 2020-10-23 16:37:27,122 - mmaction - INFO - Epoch [11][440/1492] lr: 1.000e-02, eta: 2 days, 0:40:47, time: 1.103, data_time: 0.004, memory: 5812, loss_cls: 7.0258, loss: 7.0258, grad_norm: 5.0053 2020-10-23 16:37:49,288 - mmaction - INFO - Epoch [11][460/1492] lr: 1.000e-02, eta: 2 days, 0:39:46, time: 1.111, data_time: 0.005, memory: 5812, loss_cls: 6.8815, loss: 6.8815, grad_norm: 4.9123 2020-10-23 16:38:10,857 - mmaction - INFO - Epoch [11][480/1492] lr: 1.000e-02, eta: 2 days, 0:38:39, time: 1.075, data_time: 0.003, memory: 5812, loss_cls: 7.0781, loss: 7.0781, grad_norm: 5.0646 2020-10-23 16:38:34,102 - mmaction - INFO - Epoch [11][500/1492] lr: 1.000e-02, eta: 2 days, 0:37:48, time: 1.165, data_time: 0.007, memory: 5812, loss_cls: 7.1048, loss: 7.1048, grad_norm: 5.0569 2020-10-23 16:38:56,321 - mmaction - INFO - Epoch [11][520/1492] lr: 1.000e-02, eta: 2 days, 0:36:47, time: 1.106, data_time: 0.004, memory: 5812, loss_cls: 7.0182, loss: 7.0182, grad_norm: 4.9987 2020-10-23 16:39:18,699 - mmaction - INFO - Epoch [11][540/1492] lr: 1.000e-02, eta: 2 days, 0:35:49, time: 1.125, data_time: 0.013, memory: 5812, loss_cls: 7.1050, loss: 7.1050, grad_norm: 5.0016 2020-10-23 16:39:40,452 - mmaction - INFO - Epoch [11][560/1492] lr: 1.000e-02, eta: 2 days, 0:34:45, time: 1.088, data_time: 0.003, memory: 5812, loss_cls: 7.1172, loss: 7.1172, grad_norm: 5.0191 2020-10-23 16:40:01,983 - mmaction - INFO - Epoch [11][580/1492] lr: 1.000e-02, eta: 2 days, 0:33:37, time: 1.070, data_time: 0.002, memory: 5812, loss_cls: 7.1083, loss: 7.1083, grad_norm: 5.0069 2020-10-23 16:40:24,258 - mmaction - INFO - Epoch [11][600/1492] lr: 1.000e-02, eta: 2 days, 0:32:38, time: 1.113, data_time: 0.009, memory: 5812, loss_cls: 7.1578, loss: 7.1578, grad_norm: 5.1333 2020-10-23 16:40:46,656 - mmaction - INFO - Epoch [11][620/1492] lr: 1.000e-02, eta: 2 days, 0:31:39, time: 1.117, data_time: 0.010, memory: 5812, loss_cls: 7.0349, loss: 7.0349, grad_norm: 5.1475 2020-10-23 16:41:09,110 - mmaction - INFO - Epoch [11][640/1492] lr: 1.000e-02, eta: 2 days, 0:30:43, time: 1.132, data_time: 0.011, memory: 5812, loss_cls: 7.0796, loss: 7.0796, grad_norm: 5.0451 2020-10-23 16:41:31,419 - mmaction - INFO - Epoch [11][660/1492] lr: 1.000e-02, eta: 2 days, 0:29:42, time: 1.106, data_time: 0.002, memory: 5812, loss_cls: 7.2685, loss: 7.2685, grad_norm: 5.0149 2020-10-23 16:41:53,774 - mmaction - INFO - Epoch [11][680/1492] lr: 1.000e-02, eta: 2 days, 0:28:45, time: 1.128, data_time: 0.011, memory: 5812, loss_cls: 7.1971, loss: 7.1971, grad_norm: 5.0507 2020-10-23 16:42:15,549 - mmaction - INFO - Epoch [11][700/1492] lr: 1.000e-02, eta: 2 days, 0:27:42, time: 1.088, data_time: 0.001, memory: 5812, loss_cls: 7.0927, loss: 7.0927, grad_norm: 4.9935 2020-10-23 16:42:37,548 - mmaction - INFO - Epoch [11][720/1492] lr: 1.000e-02, eta: 2 days, 0:26:41, time: 1.100, data_time: 0.003, memory: 5812, loss_cls: 6.9583, loss: 6.9583, grad_norm: 4.9299 2020-10-23 16:42:59,250 - mmaction - INFO - Epoch [11][740/1492] lr: 1.000e-02, eta: 2 days, 0:25:36, time: 1.081, data_time: 0.001, memory: 5812, loss_cls: 7.0303, loss: 7.0303, grad_norm: 4.9372 2020-10-23 16:43:21,403 - mmaction - INFO - Epoch [11][760/1492] lr: 1.000e-02, eta: 2 days, 0:24:37, time: 1.110, data_time: 0.006, memory: 5812, loss_cls: 7.0517, loss: 7.0517, grad_norm: 4.9206 2020-10-23 16:43:44,039 - mmaction - INFO - Epoch [11][780/1492] lr: 1.000e-02, eta: 2 days, 0:23:42, time: 1.133, data_time: 0.003, memory: 5812, loss_cls: 6.9788, loss: 6.9788, grad_norm: 4.9210 2020-10-23 16:44:05,866 - mmaction - INFO - Epoch [11][800/1492] lr: 1.000e-02, eta: 2 days, 0:22:38, time: 1.084, data_time: 0.004, memory: 5812, loss_cls: 7.0614, loss: 7.0614, grad_norm: 4.9157 2020-10-23 16:44:28,652 - mmaction - INFO - Epoch [11][820/1492] lr: 1.000e-02, eta: 2 days, 0:21:45, time: 1.146, data_time: 0.013, memory: 5812, loss_cls: 7.0990, loss: 7.0990, grad_norm: 4.9923 2020-10-23 16:44:50,522 - mmaction - INFO - Epoch [11][840/1492] lr: 1.000e-02, eta: 2 days, 0:20:43, time: 1.094, data_time: 0.003, memory: 5812, loss_cls: 7.1412, loss: 7.1412, grad_norm: 4.9585 2020-10-23 16:45:13,418 - mmaction - INFO - Epoch [11][860/1492] lr: 1.000e-02, eta: 2 days, 0:19:50, time: 1.146, data_time: 0.005, memory: 5812, loss_cls: 7.0073, loss: 7.0073, grad_norm: 4.9114 2020-10-23 16:45:35,595 - mmaction - INFO - Epoch [11][880/1492] lr: 1.000e-02, eta: 2 days, 0:18:51, time: 1.108, data_time: 0.005, memory: 5812, loss_cls: 7.1170, loss: 7.1170, grad_norm: 5.0216 2020-10-23 16:45:58,334 - mmaction - INFO - Epoch [11][900/1492] lr: 1.000e-02, eta: 2 days, 0:17:55, time: 1.128, data_time: 0.002, memory: 5812, loss_cls: 7.0898, loss: 7.0898, grad_norm: 4.9242 2020-10-23 16:46:20,471 - mmaction - INFO - Epoch [11][920/1492] lr: 1.000e-02, eta: 2 days, 0:16:57, time: 1.110, data_time: 0.011, memory: 5812, loss_cls: 7.0451, loss: 7.0451, grad_norm: 4.9663 2020-10-23 16:46:43,576 - mmaction - INFO - Epoch [11][940/1492] lr: 1.000e-02, eta: 2 days, 0:16:06, time: 1.157, data_time: 0.008, memory: 5812, loss_cls: 7.0377, loss: 7.0377, grad_norm: 4.9189 2020-10-23 16:47:06,233 - mmaction - INFO - Epoch [11][960/1492] lr: 1.000e-02, eta: 2 days, 0:15:11, time: 1.134, data_time: 0.010, memory: 5812, loss_cls: 7.0648, loss: 7.0648, grad_norm: 4.9924 2020-10-23 16:47:28,457 - mmaction - INFO - Epoch [11][980/1492] lr: 1.000e-02, eta: 2 days, 0:14:13, time: 1.113, data_time: 0.005, memory: 5812, loss_cls: 6.9697, loss: 6.9697, grad_norm: 4.8936 2020-10-23 16:47:50,918 - mmaction - INFO - Epoch [11][1000/1492] lr: 1.000e-02, eta: 2 days, 0:13:17, time: 1.120, data_time: 0.004, memory: 5812, loss_cls: 7.0412, loss: 7.0412, grad_norm: 4.9429 2020-10-23 16:48:12,989 - mmaction - INFO - Epoch [11][1020/1492] lr: 1.000e-02, eta: 2 days, 0:12:17, time: 1.102, data_time: 0.007, memory: 5812, loss_cls: 7.0294, loss: 7.0294, grad_norm: 4.9364 2020-10-23 16:48:35,564 - mmaction - INFO - Epoch [11][1040/1492] lr: 1.000e-02, eta: 2 days, 0:11:23, time: 1.137, data_time: 0.010, memory: 5812, loss_cls: 6.9655, loss: 6.9655, grad_norm: 4.9014 2020-10-23 16:48:58,366 - mmaction - INFO - Epoch [11][1060/1492] lr: 1.000e-02, eta: 2 days, 0:10:30, time: 1.136, data_time: 0.001, memory: 5812, loss_cls: 6.9901, loss: 6.9901, grad_norm: 4.9760 2020-10-23 16:49:20,834 - mmaction - INFO - Epoch [11][1080/1492] lr: 1.000e-02, eta: 2 days, 0:09:34, time: 1.124, data_time: 0.005, memory: 5812, loss_cls: 7.0973, loss: 7.0973, grad_norm: 5.0318 2020-10-23 16:49:43,115 - mmaction - INFO - Epoch [11][1100/1492] lr: 1.000e-02, eta: 2 days, 0:08:37, time: 1.118, data_time: 0.006, memory: 5812, loss_cls: 7.1629, loss: 7.1629, grad_norm: 5.0154 2020-10-23 16:50:06,175 - mmaction - INFO - Epoch [11][1120/1492] lr: 1.000e-02, eta: 2 days, 0:07:46, time: 1.152, data_time: 0.002, memory: 5812, loss_cls: 6.9919, loss: 6.9919, grad_norm: 4.9256 2020-10-23 16:50:27,334 - mmaction - INFO - Epoch [11][1140/1492] lr: 1.000e-02, eta: 2 days, 0:06:40, time: 1.059, data_time: 0.002, memory: 5812, loss_cls: 7.0520, loss: 7.0520, grad_norm: 4.9978 2020-10-23 16:50:50,029 - mmaction - INFO - Epoch [11][1160/1492] lr: 1.000e-02, eta: 2 days, 0:05:46, time: 1.131, data_time: 0.003, memory: 5812, loss_cls: 7.1244, loss: 7.1244, grad_norm: 5.0191 2020-10-23 16:51:12,526 - mmaction - INFO - Epoch [11][1180/1492] lr: 1.000e-02, eta: 2 days, 0:04:51, time: 1.122, data_time: 0.011, memory: 5812, loss_cls: 7.1639, loss: 7.1639, grad_norm: 5.0300 2020-10-23 16:51:34,704 - mmaction - INFO - Epoch [11][1200/1492] lr: 1.000e-02, eta: 2 days, 0:03:54, time: 1.115, data_time: 0.007, memory: 5812, loss_cls: 7.0063, loss: 7.0063, grad_norm: 4.9102 2020-10-23 16:51:57,548 - mmaction - INFO - Epoch [11][1220/1492] lr: 1.000e-02, eta: 2 days, 0:03:01, time: 1.135, data_time: 0.001, memory: 5812, loss_cls: 7.0529, loss: 7.0529, grad_norm: 4.9354 2020-10-23 16:52:20,267 - mmaction - INFO - Epoch [11][1240/1492] lr: 1.000e-02, eta: 2 days, 0:02:09, time: 1.143, data_time: 0.010, memory: 5812, loss_cls: 7.0554, loss: 7.0554, grad_norm: 4.9575 2020-10-23 16:52:42,856 - mmaction - INFO - Epoch [11][1260/1492] lr: 1.000e-02, eta: 2 days, 0:01:15, time: 1.128, data_time: 0.000, memory: 5812, loss_cls: 7.0433, loss: 7.0433, grad_norm: 4.9595 2020-10-23 16:53:04,562 - mmaction - INFO - Epoch [11][1280/1492] lr: 1.000e-02, eta: 2 days, 0:00:13, time: 1.084, data_time: 0.003, memory: 5812, loss_cls: 7.0780, loss: 7.0780, grad_norm: 4.9780 2020-10-23 16:53:27,201 - mmaction - INFO - Epoch [11][1300/1492] lr: 1.000e-02, eta: 1 day, 23:59:20, time: 1.130, data_time: 0.004, memory: 5812, loss_cls: 7.0608, loss: 7.0608, grad_norm: 4.9666 2020-10-23 16:53:49,525 - mmaction - INFO - Epoch [11][1320/1492] lr: 1.000e-02, eta: 1 day, 23:58:23, time: 1.110, data_time: 0.005, memory: 5812, loss_cls: 6.9947, loss: 6.9947, grad_norm: 4.9732 2020-10-23 16:54:11,754 - mmaction - INFO - Epoch [11][1340/1492] lr: 1.000e-02, eta: 1 day, 23:57:27, time: 1.117, data_time: 0.013, memory: 5812, loss_cls: 7.0355, loss: 7.0355, grad_norm: 4.9686 2020-10-23 16:54:33,204 - mmaction - INFO - Epoch [11][1360/1492] lr: 1.000e-02, eta: 1 day, 23:56:25, time: 1.077, data_time: 0.006, memory: 5812, loss_cls: 7.0886, loss: 7.0886, grad_norm: 4.9481 2020-10-23 16:54:54,663 - mmaction - INFO - Epoch [11][1380/1492] lr: 1.000e-02, eta: 1 day, 23:55:22, time: 1.072, data_time: 0.010, memory: 5812, loss_cls: 6.9794, loss: 6.9794, grad_norm: 4.8534 2020-10-23 16:55:16,158 - mmaction - INFO - Epoch [11][1400/1492] lr: 1.000e-02, eta: 1 day, 23:54:19, time: 1.073, data_time: 0.004, memory: 5812, loss_cls: 7.1354, loss: 7.1354, grad_norm: 5.0349 2020-10-23 16:55:37,918 - mmaction - INFO - Epoch [11][1420/1492] lr: 1.000e-02, eta: 1 day, 23:53:20, time: 1.090, data_time: 0.007, memory: 5812, loss_cls: 6.9806, loss: 6.9806, grad_norm: 4.8452 2020-10-23 16:56:01,140 - mmaction - INFO - Epoch [11][1440/1492] lr: 1.000e-02, eta: 1 day, 23:52:32, time: 1.161, data_time: 0.003, memory: 5812, loss_cls: 7.1164, loss: 7.1164, grad_norm: 4.9957 2020-10-23 16:56:23,516 - mmaction - INFO - Epoch [11][1460/1492] lr: 1.000e-02, eta: 1 day, 23:51:37, time: 1.119, data_time: 0.003, memory: 5812, loss_cls: 7.0645, loss: 7.0645, grad_norm: 4.9038 2020-10-23 16:56:44,965 - mmaction - INFO - Epoch [11][1480/1492] lr: 1.000e-02, eta: 1 day, 23:50:34, time: 1.069, data_time: 0.002, memory: 5812, loss_cls: 7.0755, loss: 7.0755, grad_norm: 4.8608 2020-10-23 16:57:34,497 - mmaction - INFO - Epoch [12][20/1492] lr: 1.000e-02, eta: 1 day, 23:49:09, time: 1.805, data_time: 1.081, memory: 5812, loss_cls: 7.0801, loss: 7.0801, grad_norm: 4.9885 2020-10-23 16:57:58,903 - mmaction - INFO - Epoch [12][40/1492] lr: 1.000e-02, eta: 1 day, 23:48:30, time: 1.218, data_time: 0.308, memory: 5812, loss_cls: 6.9216, loss: 6.9216, grad_norm: 4.8514 2020-10-23 16:58:21,904 - mmaction - INFO - Epoch [12][60/1492] lr: 1.000e-02, eta: 1 day, 23:47:41, time: 1.151, data_time: 0.010, memory: 5812, loss_cls: 6.9029, loss: 6.9029, grad_norm: 4.9118 2020-10-23 16:58:44,536 - mmaction - INFO - Epoch [12][80/1492] lr: 1.000e-02, eta: 1 day, 23:46:48, time: 1.131, data_time: 0.003, memory: 5812, loss_cls: 6.8438, loss: 6.8438, grad_norm: 4.7646 2020-10-23 16:59:06,981 - mmaction - INFO - Epoch [12][100/1492] lr: 1.000e-02, eta: 1 day, 23:45:54, time: 1.122, data_time: 0.006, memory: 5812, loss_cls: 7.0794, loss: 7.0794, grad_norm: 4.9995 2020-10-23 16:59:29,182 - mmaction - INFO - Epoch [12][120/1492] lr: 1.000e-02, eta: 1 day, 23:44:59, time: 1.112, data_time: 0.006, memory: 5812, loss_cls: 7.0536, loss: 7.0536, grad_norm: 4.9626 2020-10-23 16:59:51,430 - mmaction - INFO - Epoch [12][140/1492] lr: 1.000e-02, eta: 1 day, 23:44:02, time: 1.106, data_time: 0.003, memory: 5812, loss_cls: 6.9846, loss: 6.9846, grad_norm: 4.9456 2020-10-23 17:00:13,279 - mmaction - INFO - Epoch [12][160/1492] lr: 1.000e-02, eta: 1 day, 23:43:05, time: 1.099, data_time: 0.009, memory: 5812, loss_cls: 7.0255, loss: 7.0255, grad_norm: 4.9478 2020-10-23 17:00:35,625 - mmaction - INFO - Epoch [12][180/1492] lr: 1.000e-02, eta: 1 day, 23:42:11, time: 1.116, data_time: 0.003, memory: 5812, loss_cls: 6.9977, loss: 6.9977, grad_norm: 4.9237 2020-10-23 17:00:57,585 - mmaction - INFO - Epoch [12][200/1492] lr: 1.000e-02, eta: 1 day, 23:41:13, time: 1.098, data_time: 0.004, memory: 5812, loss_cls: 6.9075, loss: 6.9075, grad_norm: 4.8920 2020-10-23 17:01:19,879 - mmaction - INFO - Epoch [12][220/1492] lr: 1.000e-02, eta: 1 day, 23:40:19, time: 1.115, data_time: 0.005, memory: 5812, loss_cls: 6.8968, loss: 6.8968, grad_norm: 4.8761 2020-10-23 17:01:42,744 - mmaction - INFO - Epoch [12][240/1492] lr: 1.000e-02, eta: 1 day, 23:39:28, time: 1.140, data_time: 0.003, memory: 5812, loss_cls: 6.8635, loss: 6.8635, grad_norm: 4.8697 2020-10-23 17:02:04,767 - mmaction - INFO - Epoch [12][260/1492] lr: 1.000e-02, eta: 1 day, 23:38:32, time: 1.104, data_time: 0.006, memory: 5812, loss_cls: 7.0351, loss: 7.0351, grad_norm: 4.9853 2020-10-23 17:02:26,917 - mmaction - INFO - Epoch [12][280/1492] lr: 1.000e-02, eta: 1 day, 23:37:37, time: 1.108, data_time: 0.002, memory: 5812, loss_cls: 7.0445, loss: 7.0445, grad_norm: 4.9920 2020-10-23 17:02:49,937 - mmaction - INFO - Epoch [12][300/1492] lr: 1.000e-02, eta: 1 day, 23:36:48, time: 1.149, data_time: 0.003, memory: 5812, loss_cls: 7.1427, loss: 7.1427, grad_norm: 5.0132 2020-10-23 17:03:11,981 - mmaction - INFO - Epoch [12][320/1492] lr: 1.000e-02, eta: 1 day, 23:35:52, time: 1.105, data_time: 0.006, memory: 5812, loss_cls: 6.8510, loss: 6.8510, grad_norm: 4.9286 2020-10-23 17:03:34,055 - mmaction - INFO - Epoch [12][340/1492] lr: 1.000e-02, eta: 1 day, 23:34:56, time: 1.104, data_time: 0.001, memory: 5812, loss_cls: 7.0531, loss: 7.0531, grad_norm: 5.0729 2020-10-23 17:03:56,701 - mmaction - INFO - Epoch [12][360/1492] lr: 1.000e-02, eta: 1 day, 23:34:04, time: 1.125, data_time: 0.001, memory: 5812, loss_cls: 6.9949, loss: 6.9949, grad_norm: 4.8893 2020-10-23 17:04:18,764 - mmaction - INFO - Epoch [12][380/1492] lr: 1.000e-02, eta: 1 day, 23:33:09, time: 1.110, data_time: 0.009, memory: 5812, loss_cls: 7.1115, loss: 7.1115, grad_norm: 4.9846 2020-10-23 17:04:40,631 - mmaction - INFO - Epoch [12][400/1492] lr: 1.000e-02, eta: 1 day, 23:32:11, time: 1.090, data_time: 0.001, memory: 5812, loss_cls: 6.9641, loss: 6.9641, grad_norm: 4.9011 2020-10-23 17:05:02,841 - mmaction - INFO - Epoch [12][420/1492] lr: 1.000e-02, eta: 1 day, 23:31:17, time: 1.112, data_time: 0.005, memory: 5812, loss_cls: 7.0959, loss: 7.0959, grad_norm: 5.0855 2020-10-23 17:05:25,985 - mmaction - INFO - Epoch [12][440/1492] lr: 1.000e-02, eta: 1 day, 23:30:30, time: 1.156, data_time: 0.007, memory: 5812, loss_cls: 7.0999, loss: 7.0999, grad_norm: 4.9793 2020-10-23 17:05:48,933 - mmaction - INFO - Epoch [12][460/1492] lr: 1.000e-02, eta: 1 day, 23:29:41, time: 1.150, data_time: 0.007, memory: 5812, loss_cls: 7.1735, loss: 7.1735, grad_norm: 4.9769 2020-10-23 17:06:11,986 - mmaction - INFO - Epoch [12][480/1492] lr: 1.000e-02, eta: 1 day, 23:28:53, time: 1.150, data_time: 0.002, memory: 5812, loss_cls: 6.9388, loss: 6.9388, grad_norm: 4.9872 2020-10-23 17:06:33,652 - mmaction - INFO - Epoch [12][500/1492] lr: 1.000e-02, eta: 1 day, 23:27:55, time: 1.086, data_time: 0.006, memory: 5812, loss_cls: 7.1491, loss: 7.1491, grad_norm: 5.0532 2020-10-23 17:06:56,242 - mmaction - INFO - Epoch [12][520/1492] lr: 1.000e-02, eta: 1 day, 23:27:04, time: 1.129, data_time: 0.002, memory: 5812, loss_cls: 6.9406, loss: 6.9406, grad_norm: 4.9228 2020-10-23 17:07:26,322 - mmaction - INFO - Epoch [12][540/1492] lr: 1.000e-02, eta: 1 day, 23:27:11, time: 1.506, data_time: 0.003, memory: 5812, loss_cls: 7.0615, loss: 7.0615, grad_norm: 4.9274 2020-10-23 17:07:57,197 - mmaction - INFO - Epoch [12][560/1492] lr: 1.000e-02, eta: 1 day, 23:27:25, time: 1.543, data_time: 0.001, memory: 5812, loss_cls: 7.1112, loss: 7.1112, grad_norm: 4.9290 2020-10-23 17:08:27,701 - mmaction - INFO - Epoch [12][580/1492] lr: 1.000e-02, eta: 1 day, 23:27:35, time: 1.525, data_time: 0.001, memory: 5812, loss_cls: 6.9670, loss: 6.9670, grad_norm: 4.9449 2020-10-23 17:08:58,886 - mmaction - INFO - Epoch [12][600/1492] lr: 1.000e-02, eta: 1 day, 23:27:51, time: 1.559, data_time: 0.001, memory: 5812, loss_cls: 7.0427, loss: 7.0427, grad_norm: 4.9469 2020-10-23 17:09:30,224 - mmaction - INFO - Epoch [12][620/1492] lr: 1.000e-02, eta: 1 day, 23:28:08, time: 1.567, data_time: 0.001, memory: 5812, loss_cls: 7.0547, loss: 7.0547, grad_norm: 5.0218 2020-10-23 17:10:01,884 - mmaction - INFO - Epoch [12][640/1492] lr: 1.000e-02, eta: 1 day, 23:28:27, time: 1.583, data_time: 0.244, memory: 5812, loss_cls: 7.0441, loss: 7.0441, grad_norm: 5.0685 2020-10-23 17:10:33,637 - mmaction - INFO - Epoch [12][660/1492] lr: 1.000e-02, eta: 1 day, 23:28:46, time: 1.588, data_time: 0.241, memory: 5812, loss_cls: 7.0703, loss: 7.0703, grad_norm: 5.0656 2020-10-23 17:11:05,012 - mmaction - INFO - Epoch [12][680/1492] lr: 1.000e-02, eta: 1 day, 23:29:03, time: 1.567, data_time: 0.194, memory: 5812, loss_cls: 7.0485, loss: 7.0485, grad_norm: 4.9848 2020-10-23 17:11:30,373 - mmaction - INFO - Epoch [12][700/1492] lr: 1.000e-02, eta: 1 day, 23:28:33, time: 1.270, data_time: 0.264, memory: 5812, loss_cls: 6.9280, loss: 6.9280, grad_norm: 4.9421 2020-10-23 17:11:52,327 - mmaction - INFO - Epoch [12][720/1492] lr: 1.000e-02, eta: 1 day, 23:27:37, time: 1.097, data_time: 0.001, memory: 5812, loss_cls: 6.9259, loss: 6.9259, grad_norm: 4.9374 2020-10-23 17:12:14,569 - mmaction - INFO - Epoch [12][740/1492] lr: 1.000e-02, eta: 1 day, 23:26:43, time: 1.111, data_time: 0.002, memory: 5812, loss_cls: 7.0854, loss: 7.0854, grad_norm: 4.9228 2020-10-23 17:12:36,364 - mmaction - INFO - Epoch [12][760/1492] lr: 1.000e-02, eta: 1 day, 23:25:46, time: 1.091, data_time: 0.004, memory: 5812, loss_cls: 6.8793, loss: 6.8793, grad_norm: 4.9876 2020-10-23 17:12:57,832 - mmaction - INFO - Epoch [12][780/1492] lr: 1.000e-02, eta: 1 day, 23:24:46, time: 1.070, data_time: 0.003, memory: 5812, loss_cls: 7.0801, loss: 7.0801, grad_norm: 4.9991 2020-10-23 17:13:19,366 - mmaction - INFO - Epoch [12][800/1492] lr: 1.000e-02, eta: 1 day, 23:23:47, time: 1.080, data_time: 0.005, memory: 5812, loss_cls: 7.0334, loss: 7.0334, grad_norm: 4.9675 2020-10-23 17:13:41,496 - mmaction - INFO - Epoch [12][820/1492] lr: 1.000e-02, eta: 1 day, 23:22:53, time: 1.107, data_time: 0.003, memory: 5812, loss_cls: 6.9467, loss: 6.9467, grad_norm: 4.7911 2020-10-23 17:14:03,751 - mmaction - INFO - Epoch [12][840/1492] lr: 1.000e-02, eta: 1 day, 23:21:59, time: 1.111, data_time: 0.001, memory: 5812, loss_cls: 7.0484, loss: 7.0484, grad_norm: 4.9130 2020-10-23 17:14:25,911 - mmaction - INFO - Epoch [12][860/1492] lr: 1.000e-02, eta: 1 day, 23:21:06, time: 1.110, data_time: 0.003, memory: 5812, loss_cls: 7.0481, loss: 7.0481, grad_norm: 4.9054 2020-10-23 17:14:47,549 - mmaction - INFO - Epoch [12][880/1492] lr: 1.000e-02, eta: 1 day, 23:20:08, time: 1.082, data_time: 0.001, memory: 5812, loss_cls: 6.9785, loss: 6.9785, grad_norm: 4.9517 2020-10-23 17:15:09,784 - mmaction - INFO - Epoch [12][900/1492] lr: 1.000e-02, eta: 1 day, 23:19:14, time: 1.112, data_time: 0.002, memory: 5812, loss_cls: 7.1118, loss: 7.1118, grad_norm: 4.9025 2020-10-23 17:15:35,281 - mmaction - INFO - Epoch [12][920/1492] lr: 1.000e-02, eta: 1 day, 23:18:46, time: 1.275, data_time: 0.001, memory: 5812, loss_cls: 7.0141, loss: 7.0141, grad_norm: 4.9107 2020-10-23 17:15:57,913 - mmaction - INFO - Epoch [12][940/1492] lr: 1.000e-02, eta: 1 day, 23:17:56, time: 1.132, data_time: 0.003, memory: 5812, loss_cls: 6.9984, loss: 6.9984, grad_norm: 4.9722 2020-10-23 17:16:18,237 - mmaction - INFO - Epoch [12][960/1492] lr: 1.000e-02, eta: 1 day, 23:16:48, time: 1.016, data_time: 0.002, memory: 5812, loss_cls: 7.1300, loss: 7.1300, grad_norm: 5.0268 2020-10-23 17:16:39,329 - mmaction - INFO - Epoch [12][980/1492] lr: 1.000e-02, eta: 1 day, 23:15:47, time: 1.055, data_time: 0.001, memory: 5812, loss_cls: 7.0441, loss: 7.0441, grad_norm: 4.8995 2020-10-23 17:17:01,961 - mmaction - INFO - Epoch [12][1000/1492] lr: 1.000e-02, eta: 1 day, 23:14:57, time: 1.132, data_time: 0.003, memory: 5812, loss_cls: 6.9944, loss: 6.9944, grad_norm: 4.9064 2020-10-23 17:17:25,064 - mmaction - INFO - Epoch [12][1020/1492] lr: 1.000e-02, eta: 1 day, 23:14:10, time: 1.150, data_time: 0.003, memory: 5812, loss_cls: 7.1295, loss: 7.1295, grad_norm: 5.0485 2020-10-23 17:17:47,404 - mmaction - INFO - Epoch [12][1040/1492] lr: 1.000e-02, eta: 1 day, 23:13:18, time: 1.121, data_time: 0.007, memory: 5812, loss_cls: 7.1256, loss: 7.1256, grad_norm: 4.9668 2020-10-23 17:18:09,711 - mmaction - INFO - Epoch [12][1060/1492] lr: 1.000e-02, eta: 1 day, 23:12:26, time: 1.116, data_time: 0.003, memory: 5812, loss_cls: 6.9911, loss: 6.9911, grad_norm: 5.0296 2020-10-23 17:18:31,990 - mmaction - INFO - Epoch [12][1080/1492] lr: 1.000e-02, eta: 1 day, 23:11:34, time: 1.114, data_time: 0.002, memory: 5812, loss_cls: 7.1485, loss: 7.1485, grad_norm: 5.1453 2020-10-23 17:18:53,490 - mmaction - INFO - Epoch [12][1100/1492] lr: 1.000e-02, eta: 1 day, 23:10:36, time: 1.075, data_time: 0.001, memory: 5812, loss_cls: 7.0983, loss: 7.0983, grad_norm: 4.9103 2020-10-23 17:19:15,401 - mmaction - INFO - Epoch [12][1120/1492] lr: 1.000e-02, eta: 1 day, 23:09:41, time: 1.095, data_time: 0.003, memory: 5812, loss_cls: 7.0593, loss: 7.0593, grad_norm: 4.9834 2020-10-23 17:19:37,786 - mmaction - INFO - Epoch [12][1140/1492] lr: 1.000e-02, eta: 1 day, 23:08:49, time: 1.118, data_time: 0.003, memory: 5812, loss_cls: 7.1390, loss: 7.1390, grad_norm: 4.9605 2020-10-23 17:19:59,731 - mmaction - INFO - Epoch [12][1160/1492] lr: 1.000e-02, eta: 1 day, 23:07:54, time: 1.096, data_time: 0.004, memory: 5812, loss_cls: 6.9871, loss: 6.9871, grad_norm: 4.8830 2020-10-23 17:20:21,451 - mmaction - INFO - Epoch [12][1180/1492] lr: 1.000e-02, eta: 1 day, 23:06:59, time: 1.089, data_time: 0.005, memory: 5812, loss_cls: 6.9510, loss: 6.9510, grad_norm: 4.9806 2020-10-23 17:20:43,988 - mmaction - INFO - Epoch [12][1200/1492] lr: 1.000e-02, eta: 1 day, 23:06:08, time: 1.123, data_time: 0.001, memory: 5812, loss_cls: 7.0134, loss: 7.0134, grad_norm: 4.8879 2020-10-23 17:21:06,077 - mmaction - INFO - Epoch [12][1220/1492] lr: 1.000e-02, eta: 1 day, 23:05:15, time: 1.106, data_time: 0.006, memory: 5812, loss_cls: 7.0757, loss: 7.0757, grad_norm: 4.9171 2020-10-23 17:21:27,833 - mmaction - INFO - Epoch [12][1240/1492] lr: 1.000e-02, eta: 1 day, 23:04:20, time: 1.090, data_time: 0.005, memory: 5812, loss_cls: 6.9217, loss: 6.9217, grad_norm: 4.8549 2020-10-23 17:21:50,412 - mmaction - INFO - Epoch [12][1260/1492] lr: 1.000e-02, eta: 1 day, 23:03:29, time: 1.123, data_time: 0.002, memory: 5812, loss_cls: 7.0259, loss: 7.0259, grad_norm: 4.8890 2020-10-23 17:22:12,436 - mmaction - INFO - Epoch [12][1280/1492] lr: 1.000e-02, eta: 1 day, 23:02:35, time: 1.098, data_time: 0.012, memory: 5812, loss_cls: 6.9709, loss: 6.9709, grad_norm: 4.9833 2020-10-23 17:22:33,350 - mmaction - INFO - Epoch [12][1300/1492] lr: 1.000e-02, eta: 1 day, 23:01:35, time: 1.055, data_time: 0.010, memory: 5812, loss_cls: 7.1267, loss: 7.1267, grad_norm: 4.9425 2020-10-23 17:22:55,575 - mmaction - INFO - Epoch [12][1320/1492] lr: 1.000e-02, eta: 1 day, 23:00:43, time: 1.110, data_time: 0.002, memory: 5812, loss_cls: 7.1202, loss: 7.1202, grad_norm: 5.0098 2020-10-23 17:23:17,515 - mmaction - INFO - Epoch [12][1340/1492] lr: 1.000e-02, eta: 1 day, 22:59:49, time: 1.095, data_time: 0.003, memory: 5812, loss_cls: 7.0317, loss: 7.0317, grad_norm: 4.9953 2020-10-23 17:23:39,719 - mmaction - INFO - Epoch [12][1360/1492] lr: 1.000e-02, eta: 1 day, 22:58:57, time: 1.113, data_time: 0.004, memory: 5812, loss_cls: 7.1453, loss: 7.1453, grad_norm: 5.0350 2020-10-23 17:24:02,426 - mmaction - INFO - Epoch [12][1380/1492] lr: 1.000e-02, eta: 1 day, 22:58:09, time: 1.132, data_time: 0.002, memory: 5812, loss_cls: 6.8460, loss: 6.8460, grad_norm: 4.9724 2020-10-23 17:24:23,586 - mmaction - INFO - Epoch [12][1400/1492] lr: 1.000e-02, eta: 1 day, 22:57:09, time: 1.060, data_time: 0.005, memory: 5812, loss_cls: 6.9314, loss: 6.9314, grad_norm: 4.8681 2020-10-23 17:24:45,280 - mmaction - INFO - Epoch [12][1420/1492] lr: 1.000e-02, eta: 1 day, 22:56:13, time: 1.079, data_time: 0.005, memory: 5812, loss_cls: 7.1128, loss: 7.1128, grad_norm: 4.9754 2020-10-23 17:25:07,733 - mmaction - INFO - Epoch [12][1440/1492] lr: 1.000e-02, eta: 1 day, 22:55:24, time: 1.130, data_time: 0.009, memory: 5812, loss_cls: 7.0854, loss: 7.0854, grad_norm: 5.0060 2020-10-23 17:25:30,104 - mmaction - INFO - Epoch [12][1460/1492] lr: 1.000e-02, eta: 1 day, 22:54:34, time: 1.118, data_time: 0.002, memory: 5812, loss_cls: 7.0024, loss: 7.0024, grad_norm: 4.8960 2020-10-23 17:25:53,027 - mmaction - INFO - Epoch [12][1480/1492] lr: 1.000e-02, eta: 1 day, 22:53:48, time: 1.147, data_time: 0.001, memory: 5812, loss_cls: 7.0065, loss: 7.0065, grad_norm: 4.9688 2020-10-23 17:26:39,599 - mmaction - INFO - Epoch [13][20/1492] lr: 1.000e-02, eta: 1 day, 22:52:16, time: 1.708, data_time: 0.637, memory: 5812, loss_cls: 6.8791, loss: 6.8791, grad_norm: 4.9374 2020-10-23 17:27:03,542 - mmaction - INFO - Epoch [13][40/1492] lr: 1.000e-02, eta: 1 day, 22:51:37, time: 1.194, data_time: 0.389, memory: 5812, loss_cls: 6.9641, loss: 6.9641, grad_norm: 4.8767 2020-10-23 17:27:25,712 - mmaction - INFO - Epoch [13][60/1492] lr: 1.000e-02, eta: 1 day, 22:50:45, time: 1.110, data_time: 0.512, memory: 5812, loss_cls: 7.1214, loss: 7.1214, grad_norm: 4.9633 2020-10-23 17:27:48,305 - mmaction - INFO - Epoch [13][80/1492] lr: 1.000e-02, eta: 1 day, 22:49:57, time: 1.128, data_time: 0.524, memory: 5812, loss_cls: 7.0619, loss: 7.0619, grad_norm: 4.9444 2020-10-23 17:28:09,723 - mmaction - INFO - Epoch [13][100/1492] lr: 1.000e-02, eta: 1 day, 22:49:00, time: 1.073, data_time: 0.505, memory: 5812, loss_cls: 6.8588, loss: 6.8588, grad_norm: 4.8564 2020-10-23 17:28:31,648 - mmaction - INFO - Epoch [13][120/1492] lr: 1.000e-02, eta: 1 day, 22:48:06, time: 1.092, data_time: 0.494, memory: 5812, loss_cls: 6.9363, loss: 6.9363, grad_norm: 4.9807 2020-10-23 17:28:53,645 - mmaction - INFO - Epoch [13][140/1492] lr: 1.000e-02, eta: 1 day, 22:47:14, time: 1.099, data_time: 0.513, memory: 5812, loss_cls: 7.0099, loss: 7.0099, grad_norm: 4.9592 2020-10-23 17:29:15,786 - mmaction - INFO - Epoch [13][160/1492] lr: 1.000e-02, eta: 1 day, 22:46:22, time: 1.109, data_time: 0.489, memory: 5812, loss_cls: 7.0575, loss: 7.0575, grad_norm: 4.9437 2020-10-23 17:29:37,903 - mmaction - INFO - Epoch [13][180/1492] lr: 1.000e-02, eta: 1 day, 22:45:31, time: 1.109, data_time: 0.527, memory: 5812, loss_cls: 6.9285, loss: 6.9285, grad_norm: 4.8800 2020-10-23 17:30:00,106 - mmaction - INFO - Epoch [13][200/1492] lr: 1.000e-02, eta: 1 day, 22:44:40, time: 1.107, data_time: 0.528, memory: 5812, loss_cls: 7.0461, loss: 7.0461, grad_norm: 5.0235 2020-10-23 17:30:22,761 - mmaction - INFO - Epoch [13][220/1492] lr: 1.000e-02, eta: 1 day, 22:43:53, time: 1.137, data_time: 0.534, memory: 5812, loss_cls: 7.0531, loss: 7.0531, grad_norm: 4.9059 2020-10-23 17:30:45,143 - mmaction - INFO - Epoch [13][240/1492] lr: 1.000e-02, eta: 1 day, 22:43:03, time: 1.116, data_time: 0.508, memory: 5812, loss_cls: 6.9108, loss: 6.9108, grad_norm: 4.9125 2020-10-23 17:31:06,682 - mmaction - INFO - Epoch [13][260/1492] lr: 1.000e-02, eta: 1 day, 22:42:08, time: 1.080, data_time: 0.510, memory: 5812, loss_cls: 7.0511, loss: 7.0511, grad_norm: 5.0332 2020-10-23 17:31:29,048 - mmaction - INFO - Epoch [13][280/1492] lr: 1.000e-02, eta: 1 day, 22:41:19, time: 1.116, data_time: 0.505, memory: 5812, loss_cls: 6.8581, loss: 6.8581, grad_norm: 4.8440 2020-10-23 17:31:50,948 - mmaction - INFO - Epoch [13][300/1492] lr: 1.000e-02, eta: 1 day, 22:40:26, time: 1.093, data_time: 0.511, memory: 5812, loss_cls: 6.9525, loss: 6.9525, grad_norm: 4.8447 2020-10-23 17:32:13,716 - mmaction - INFO - Epoch [13][320/1492] lr: 1.000e-02, eta: 1 day, 22:39:38, time: 1.133, data_time: 0.519, memory: 5812, loss_cls: 6.9309, loss: 6.9309, grad_norm: 4.9090 2020-10-23 17:32:36,464 - mmaction - INFO - Epoch [13][340/1492] lr: 1.000e-02, eta: 1 day, 22:38:52, time: 1.138, data_time: 0.513, memory: 5812, loss_cls: 7.0306, loss: 7.0306, grad_norm: 4.8969 2020-10-23 17:32:58,744 - mmaction - INFO - Epoch [13][360/1492] lr: 1.000e-02, eta: 1 day, 22:38:03, time: 1.120, data_time: 0.507, memory: 5812, loss_cls: 6.9076, loss: 6.9076, grad_norm: 5.0347 2020-10-23 17:33:20,953 - mmaction - INFO - Epoch [13][380/1492] lr: 1.000e-02, eta: 1 day, 22:37:13, time: 1.113, data_time: 0.506, memory: 5812, loss_cls: 6.9909, loss: 6.9909, grad_norm: 4.9152 2020-10-23 17:33:42,956 - mmaction - INFO - Epoch [13][400/1492] lr: 1.000e-02, eta: 1 day, 22:36:21, time: 1.097, data_time: 0.514, memory: 5812, loss_cls: 7.0504, loss: 7.0504, grad_norm: 4.8753 2020-10-23 17:34:05,219 - mmaction - INFO - Epoch [13][420/1492] lr: 1.000e-02, eta: 1 day, 22:35:32, time: 1.117, data_time: 0.501, memory: 5812, loss_cls: 6.9795, loss: 6.9795, grad_norm: 4.9871 2020-10-23 17:34:27,221 - mmaction - INFO - Epoch [13][440/1492] lr: 1.000e-02, eta: 1 day, 22:34:40, time: 1.096, data_time: 0.501, memory: 5812, loss_cls: 7.0060, loss: 7.0060, grad_norm: 4.9971 2020-10-23 17:34:49,394 - mmaction - INFO - Epoch [13][460/1492] lr: 1.000e-02, eta: 1 day, 22:33:50, time: 1.113, data_time: 0.517, memory: 5812, loss_cls: 6.9698, loss: 6.9698, grad_norm: 4.9704 2020-10-23 17:35:11,746 - mmaction - INFO - Epoch [13][480/1492] lr: 1.000e-02, eta: 1 day, 22:33:00, time: 1.110, data_time: 0.510, memory: 5812, loss_cls: 7.0400, loss: 7.0400, grad_norm: 4.9826 2020-10-23 17:35:32,990 - mmaction - INFO - Epoch [13][500/1492] lr: 1.000e-02, eta: 1 day, 22:32:05, time: 1.070, data_time: 0.510, memory: 5812, loss_cls: 7.0633, loss: 7.0633, grad_norm: 4.9845 2020-10-23 17:35:55,386 - mmaction - INFO - Epoch [13][520/1492] lr: 1.000e-02, eta: 1 day, 22:31:15, time: 1.110, data_time: 0.539, memory: 5812, loss_cls: 6.8249, loss: 6.8249, grad_norm: 4.8707 2020-10-23 17:36:17,447 - mmaction - INFO - Epoch [13][540/1492] lr: 1.000e-02, eta: 1 day, 22:30:25, time: 1.112, data_time: 0.553, memory: 5812, loss_cls: 6.9512, loss: 6.9512, grad_norm: 4.8915 2020-10-23 17:36:40,641 - mmaction - INFO - Epoch [13][560/1492] lr: 1.000e-02, eta: 1 day, 22:29:42, time: 1.160, data_time: 0.550, memory: 5812, loss_cls: 6.8057, loss: 6.8057, grad_norm: 4.8572 2020-10-23 17:37:04,002 - mmaction - INFO - Epoch [13][580/1492] lr: 1.000e-02, eta: 1 day, 22:29:01, time: 1.168, data_time: 0.454, memory: 5812, loss_cls: 6.9218, loss: 6.9218, grad_norm: 4.9814 2020-10-23 17:37:25,529 - mmaction - INFO - Epoch [13][600/1492] lr: 1.000e-02, eta: 1 day, 22:28:07, time: 1.076, data_time: 0.485, memory: 5812, loss_cls: 7.0308, loss: 7.0308, grad_norm: 5.0511 2020-10-23 17:37:47,640 - mmaction - INFO - Epoch [13][620/1492] lr: 1.000e-02, eta: 1 day, 22:27:16, time: 1.106, data_time: 0.522, memory: 5812, loss_cls: 6.8292, loss: 6.8292, grad_norm: 4.8966 2020-10-23 17:38:10,011 - mmaction - INFO - Epoch [13][640/1492] lr: 1.000e-02, eta: 1 day, 22:26:28, time: 1.117, data_time: 0.533, memory: 5812, loss_cls: 6.9541, loss: 6.9541, grad_norm: 4.9547 2020-10-23 17:38:32,220 - mmaction - INFO - Epoch [13][660/1492] lr: 1.000e-02, eta: 1 day, 22:25:38, time: 1.105, data_time: 0.501, memory: 5812, loss_cls: 6.9583, loss: 6.9583, grad_norm: 5.0248 2020-10-23 17:38:54,169 - mmaction - INFO - Epoch [13][680/1492] lr: 1.000e-02, eta: 1 day, 22:24:47, time: 1.100, data_time: 0.509, memory: 5812, loss_cls: 7.0595, loss: 7.0595, grad_norm: 4.9072 2020-10-23 17:39:16,749 - mmaction - INFO - Epoch [13][700/1492] lr: 1.000e-02, eta: 1 day, 22:24:00, time: 1.128, data_time: 0.524, memory: 5812, loss_cls: 6.9477, loss: 6.9477, grad_norm: 4.9073 2020-10-23 17:39:38,570 - mmaction - INFO - Epoch [13][720/1492] lr: 1.000e-02, eta: 1 day, 22:23:09, time: 1.095, data_time: 0.481, memory: 5812, loss_cls: 7.0315, loss: 7.0315, grad_norm: 4.9442 2020-10-23 17:40:01,045 - mmaction - INFO - Epoch [13][740/1492] lr: 1.000e-02, eta: 1 day, 22:22:21, time: 1.123, data_time: 0.502, memory: 5812, loss_cls: 7.0142, loss: 7.0142, grad_norm: 4.8987 2020-10-23 17:40:23,229 - mmaction - INFO - Epoch [13][760/1492] lr: 1.000e-02, eta: 1 day, 22:21:32, time: 1.108, data_time: 0.527, memory: 5812, loss_cls: 6.9632, loss: 6.9632, grad_norm: 4.9535 2020-10-23 17:40:45,434 - mmaction - INFO - Epoch [13][780/1492] lr: 1.000e-02, eta: 1 day, 22:20:43, time: 1.111, data_time: 0.478, memory: 5812, loss_cls: 6.9758, loss: 6.9758, grad_norm: 4.8459 2020-10-23 17:41:07,562 - mmaction - INFO - Epoch [13][800/1492] lr: 1.000e-02, eta: 1 day, 22:19:53, time: 1.103, data_time: 0.497, memory: 5812, loss_cls: 6.9931, loss: 6.9931, grad_norm: 4.9793 2020-10-23 17:41:30,952 - mmaction - INFO - Epoch [13][820/1492] lr: 1.000e-02, eta: 1 day, 22:19:12, time: 1.170, data_time: 0.579, memory: 5812, loss_cls: 7.0976, loss: 7.0976, grad_norm: 5.0084 2020-10-23 17:41:52,478 - mmaction - INFO - Epoch [13][840/1492] lr: 1.000e-02, eta: 1 day, 22:18:19, time: 1.077, data_time: 0.495, memory: 5812, loss_cls: 7.0206, loss: 7.0206, grad_norm: 4.9551 2020-10-23 17:42:14,188 - mmaction - INFO - Epoch [13][860/1492] lr: 1.000e-02, eta: 1 day, 22:17:27, time: 1.087, data_time: 0.502, memory: 5812, loss_cls: 6.7834, loss: 6.7834, grad_norm: 4.8690 2020-10-23 17:42:36,515 - mmaction - INFO - Epoch [13][880/1492] lr: 1.000e-02, eta: 1 day, 22:16:39, time: 1.116, data_time: 0.512, memory: 5812, loss_cls: 7.1714, loss: 7.1714, grad_norm: 5.1102 2020-10-23 17:42:58,797 - mmaction - INFO - Epoch [13][900/1492] lr: 1.000e-02, eta: 1 day, 22:15:49, time: 1.107, data_time: 0.512, memory: 5812, loss_cls: 6.9213, loss: 6.9213, grad_norm: 4.9065 2020-10-23 17:43:20,794 - mmaction - INFO - Epoch [13][920/1492] lr: 1.000e-02, eta: 1 day, 22:15:00, time: 1.106, data_time: 0.497, memory: 5812, loss_cls: 6.9239, loss: 6.9239, grad_norm: 4.8381 2020-10-23 17:43:43,509 - mmaction - INFO - Epoch [13][940/1492] lr: 1.000e-02, eta: 1 day, 22:14:15, time: 1.133, data_time: 0.518, memory: 5812, loss_cls: 7.0996, loss: 7.0996, grad_norm: 5.0750 2020-10-23 17:44:05,568 - mmaction - INFO - Epoch [13][960/1492] lr: 1.000e-02, eta: 1 day, 22:13:24, time: 1.093, data_time: 0.506, memory: 5812, loss_cls: 6.8481, loss: 6.8481, grad_norm: 4.8281 2020-10-23 17:44:27,461 - mmaction - INFO - Epoch [13][980/1492] lr: 1.000e-02, eta: 1 day, 22:12:35, time: 1.107, data_time: 0.518, memory: 5812, loss_cls: 7.0198, loss: 7.0198, grad_norm: 5.0600 2020-10-23 17:44:49,451 - mmaction - INFO - Epoch [13][1000/1492] lr: 1.000e-02, eta: 1 day, 22:11:44, time: 1.091, data_time: 0.482, memory: 5812, loss_cls: 6.9809, loss: 6.9809, grad_norm: 4.8434 2020-10-23 17:45:11,350 - mmaction - INFO - Epoch [13][1020/1492] lr: 1.000e-02, eta: 1 day, 22:10:55, time: 1.106, data_time: 0.525, memory: 5812, loss_cls: 7.0216, loss: 7.0216, grad_norm: 4.9409 2020-10-23 17:45:33,519 - mmaction - INFO - Epoch [13][1040/1492] lr: 1.000e-02, eta: 1 day, 22:10:06, time: 1.104, data_time: 0.516, memory: 5812, loss_cls: 6.9777, loss: 6.9777, grad_norm: 4.9138 2020-10-23 17:45:55,364 - mmaction - INFO - Epoch [13][1060/1492] lr: 1.000e-02, eta: 1 day, 22:09:15, time: 1.097, data_time: 0.556, memory: 5812, loss_cls: 7.0762, loss: 7.0762, grad_norm: 4.9182 2020-10-23 17:46:17,636 - mmaction - INFO - Epoch [13][1080/1492] lr: 1.000e-02, eta: 1 day, 22:08:28, time: 1.113, data_time: 0.554, memory: 5812, loss_cls: 6.9614, loss: 6.9614, grad_norm: 4.8525 2020-10-23 17:46:39,886 - mmaction - INFO - Epoch [13][1100/1492] lr: 1.000e-02, eta: 1 day, 22:07:40, time: 1.113, data_time: 0.507, memory: 5812, loss_cls: 6.9829, loss: 6.9829, grad_norm: 4.9824 2020-10-23 17:47:02,009 - mmaction - INFO - Epoch [13][1120/1492] lr: 1.000e-02, eta: 1 day, 22:06:51, time: 1.104, data_time: 0.526, memory: 5812, loss_cls: 7.0286, loss: 7.0286, grad_norm: 4.9256 2020-10-23 17:47:24,229 - mmaction - INFO - Epoch [13][1140/1492] lr: 1.000e-02, eta: 1 day, 22:06:03, time: 1.110, data_time: 0.526, memory: 5812, loss_cls: 6.9371, loss: 6.9371, grad_norm: 4.7909 2020-10-23 17:47:46,160 - mmaction - INFO - Epoch [13][1160/1492] lr: 1.000e-02, eta: 1 day, 22:05:13, time: 1.096, data_time: 0.510, memory: 5812, loss_cls: 7.0658, loss: 7.0658, grad_norm: 5.0191 2020-10-23 17:48:08,094 - mmaction - INFO - Epoch [13][1180/1492] lr: 1.000e-02, eta: 1 day, 22:04:23, time: 1.097, data_time: 0.510, memory: 5812, loss_cls: 6.9753, loss: 6.9753, grad_norm: 4.8991 2020-10-23 17:48:29,882 - mmaction - INFO - Epoch [13][1200/1492] lr: 1.000e-02, eta: 1 day, 22:03:33, time: 1.090, data_time: 0.493, memory: 5812, loss_cls: 7.0305, loss: 7.0305, grad_norm: 4.9550 2020-10-23 17:48:52,467 - mmaction - INFO - Epoch [13][1220/1492] lr: 1.000e-02, eta: 1 day, 22:02:47, time: 1.131, data_time: 0.541, memory: 5812, loss_cls: 7.0875, loss: 7.0875, grad_norm: 5.0144 2020-10-23 17:49:14,101 - mmaction - INFO - Epoch [13][1240/1492] lr: 1.000e-02, eta: 1 day, 22:01:56, time: 1.080, data_time: 0.496, memory: 5812, loss_cls: 6.9684, loss: 6.9684, grad_norm: 4.9051 2020-10-23 17:49:36,377 - mmaction - INFO - Epoch [13][1260/1492] lr: 1.000e-02, eta: 1 day, 22:01:07, time: 1.107, data_time: 0.527, memory: 5812, loss_cls: 7.0647, loss: 7.0647, grad_norm: 4.9196 2020-10-23 17:49:58,584 - mmaction - INFO - Epoch [13][1280/1492] lr: 1.000e-02, eta: 1 day, 22:00:21, time: 1.117, data_time: 0.513, memory: 5812, loss_cls: 7.1067, loss: 7.1067, grad_norm: 4.9209 2020-10-23 17:50:20,422 - mmaction - INFO - Epoch [13][1300/1492] lr: 1.000e-02, eta: 1 day, 21:59:30, time: 1.088, data_time: 0.510, memory: 5812, loss_cls: 6.9000, loss: 6.9000, grad_norm: 4.8679 2020-10-23 17:50:42,541 - mmaction - INFO - Epoch [13][1320/1492] lr: 1.000e-02, eta: 1 day, 21:58:42, time: 1.104, data_time: 0.533, memory: 5812, loss_cls: 6.9030, loss: 6.9030, grad_norm: 4.9875 2020-10-23 17:51:04,836 - mmaction - INFO - Epoch [13][1340/1492] lr: 1.000e-02, eta: 1 day, 21:57:55, time: 1.118, data_time: 0.545, memory: 5812, loss_cls: 7.0933, loss: 7.0933, grad_norm: 4.8677 2020-10-23 17:51:26,554 - mmaction - INFO - Epoch [13][1360/1492] lr: 1.000e-02, eta: 1 day, 21:57:05, time: 1.091, data_time: 0.493, memory: 5812, loss_cls: 6.9620, loss: 6.9620, grad_norm: 4.9433 2020-10-23 17:51:49,185 - mmaction - INFO - Epoch [13][1380/1492] lr: 1.000e-02, eta: 1 day, 21:56:20, time: 1.130, data_time: 0.518, memory: 5812, loss_cls: 7.0745, loss: 7.0745, grad_norm: 5.0186 2020-10-23 17:52:10,915 - mmaction - INFO - Epoch [13][1400/1492] lr: 1.000e-02, eta: 1 day, 21:55:29, time: 1.082, data_time: 0.506, memory: 5812, loss_cls: 7.0387, loss: 7.0387, grad_norm: 4.8974 2020-10-23 17:52:33,567 - mmaction - INFO - Epoch [13][1420/1492] lr: 1.000e-02, eta: 1 day, 21:54:46, time: 1.139, data_time: 0.530, memory: 5812, loss_cls: 6.9687, loss: 6.9687, grad_norm: 4.8641 2020-10-23 17:52:55,690 - mmaction - INFO - Epoch [13][1440/1492] lr: 1.000e-02, eta: 1 day, 21:53:57, time: 1.104, data_time: 0.497, memory: 5812, loss_cls: 7.0312, loss: 7.0312, grad_norm: 4.9573 2020-10-23 17:53:18,095 - mmaction - INFO - Epoch [13][1460/1492] lr: 1.000e-02, eta: 1 day, 21:53:12, time: 1.121, data_time: 0.533, memory: 5812, loss_cls: 6.9093, loss: 6.9093, grad_norm: 4.9423 2020-10-23 17:53:40,169 - mmaction - INFO - Epoch [13][1480/1492] lr: 1.000e-02, eta: 1 day, 21:52:23, time: 1.101, data_time: 0.491, memory: 5812, loss_cls: 6.9837, loss: 6.9837, grad_norm: 4.8270 2020-10-23 17:54:32,429 - mmaction - INFO - Epoch [14][20/1492] lr: 1.000e-02, eta: 1 day, 21:51:30, time: 1.942, data_time: 1.239, memory: 5812, loss_cls: 7.0422, loss: 7.0422, grad_norm: 4.9432 2020-10-23 17:54:55,968 - mmaction - INFO - Epoch [14][40/1492] lr: 1.000e-02, eta: 1 day, 21:50:52, time: 1.177, data_time: 0.126, memory: 5812, loss_cls: 6.8394, loss: 6.8394, grad_norm: 4.9473 2020-10-23 17:55:19,187 - mmaction - INFO - Epoch [14][60/1492] lr: 1.000e-02, eta: 1 day, 21:50:12, time: 1.160, data_time: 0.006, memory: 5812, loss_cls: 6.9167, loss: 6.9167, grad_norm: 4.9004 2020-10-23 17:55:41,925 - mmaction - INFO - Epoch [14][80/1492] lr: 1.000e-02, eta: 1 day, 21:49:28, time: 1.136, data_time: 0.006, memory: 5812, loss_cls: 7.0170, loss: 7.0170, grad_norm: 5.0062 2020-10-23 17:56:04,530 - mmaction - INFO - Epoch [14][100/1492] lr: 1.000e-02, eta: 1 day, 21:48:44, time: 1.130, data_time: 0.003, memory: 5812, loss_cls: 6.9548, loss: 6.9548, grad_norm: 4.8450 2020-10-23 17:56:27,382 - mmaction - INFO - Epoch [14][120/1492] lr: 1.000e-02, eta: 1 day, 21:48:01, time: 1.138, data_time: 0.004, memory: 5812, loss_cls: 6.9751, loss: 6.9751, grad_norm: 4.9688 2020-10-23 17:56:48,961 - mmaction - INFO - Epoch [14][140/1492] lr: 1.000e-02, eta: 1 day, 21:47:10, time: 1.084, data_time: 0.009, memory: 5812, loss_cls: 6.8581, loss: 6.8581, grad_norm: 4.8550 2020-10-23 17:57:11,651 - mmaction - INFO - Epoch [14][160/1492] lr: 1.000e-02, eta: 1 day, 21:46:27, time: 1.135, data_time: 0.004, memory: 5812, loss_cls: 6.8931, loss: 6.8931, grad_norm: 4.8491 2020-10-23 17:57:33,109 - mmaction - INFO - Epoch [14][180/1492] lr: 1.000e-02, eta: 1 day, 21:45:35, time: 1.072, data_time: 0.002, memory: 5812, loss_cls: 6.9670, loss: 6.9670, grad_norm: 4.8827 2020-10-23 17:57:55,224 - mmaction - INFO - Epoch [14][200/1492] lr: 1.000e-02, eta: 1 day, 21:44:47, time: 1.100, data_time: 0.004, memory: 5812, loss_cls: 6.9657, loss: 6.9657, grad_norm: 5.0051 2020-10-23 17:58:16,717 - mmaction - INFO - Epoch [14][220/1492] lr: 1.000e-02, eta: 1 day, 21:43:57, time: 1.081, data_time: 0.009, memory: 5812, loss_cls: 6.8785, loss: 6.8785, grad_norm: 4.9812 2020-10-23 17:58:38,881 - mmaction - INFO - Epoch [14][240/1492] lr: 1.000e-02, eta: 1 day, 21:43:09, time: 1.103, data_time: 0.002, memory: 5812, loss_cls: 7.0671, loss: 7.0671, grad_norm: 5.0423 2020-10-23 17:59:01,131 - mmaction - INFO - Epoch [14][260/1492] lr: 1.000e-02, eta: 1 day, 21:42:22, time: 1.107, data_time: 0.008, memory: 5812, loss_cls: 6.9742, loss: 6.9742, grad_norm: 4.8698 2020-10-23 17:59:22,921 - mmaction - INFO - Epoch [14][280/1492] lr: 1.000e-02, eta: 1 day, 21:41:34, time: 1.098, data_time: 0.014, memory: 5812, loss_cls: 6.9247, loss: 6.9247, grad_norm: 4.9315 2020-10-23 17:59:44,781 - mmaction - INFO - Epoch [14][300/1492] lr: 1.000e-02, eta: 1 day, 21:40:46, time: 1.096, data_time: 0.005, memory: 5812, loss_cls: 6.9494, loss: 6.9494, grad_norm: 4.9066 2020-10-23 18:00:08,424 - mmaction - INFO - Epoch [14][320/1492] lr: 1.000e-02, eta: 1 day, 21:40:08, time: 1.179, data_time: 0.001, memory: 5812, loss_cls: 6.9044, loss: 6.9044, grad_norm: 4.9677 2020-10-23 18:00:31,783 - mmaction - INFO - Epoch [14][340/1492] lr: 1.000e-02, eta: 1 day, 21:39:30, time: 1.168, data_time: 0.007, memory: 5812, loss_cls: 6.9449, loss: 6.9449, grad_norm: 4.8349 2020-10-23 18:00:54,455 - mmaction - INFO - Epoch [14][360/1492] lr: 1.000e-02, eta: 1 day, 21:38:46, time: 1.129, data_time: 0.004, memory: 5812, loss_cls: 6.8376, loss: 6.8376, grad_norm: 4.8869 2020-10-23 18:01:17,464 - mmaction - INFO - Epoch [14][380/1492] lr: 1.000e-02, eta: 1 day, 21:38:05, time: 1.154, data_time: 0.012, memory: 5812, loss_cls: 6.9975, loss: 6.9975, grad_norm: 4.9983 2020-10-23 18:01:40,000 - mmaction - INFO - Epoch [14][400/1492] lr: 1.000e-02, eta: 1 day, 21:37:22, time: 1.128, data_time: 0.005, memory: 5812, loss_cls: 7.0514, loss: 7.0514, grad_norm: 4.9002 2020-10-23 18:02:02,465 - mmaction - INFO - Epoch [14][420/1492] lr: 1.000e-02, eta: 1 day, 21:36:37, time: 1.125, data_time: 0.006, memory: 5812, loss_cls: 7.1087, loss: 7.1087, grad_norm: 4.9501 2020-10-23 18:02:24,738 - mmaction - INFO - Epoch [14][440/1492] lr: 1.000e-02, eta: 1 day, 21:35:52, time: 1.113, data_time: 0.002, memory: 5812, loss_cls: 6.8588, loss: 6.8588, grad_norm: 4.8754 2020-10-23 18:02:47,620 - mmaction - INFO - Epoch [14][460/1492] lr: 1.000e-02, eta: 1 day, 21:35:10, time: 1.141, data_time: 0.002, memory: 5812, loss_cls: 6.9697, loss: 6.9697, grad_norm: 4.9815 2020-10-23 18:03:09,981 - mmaction - INFO - Epoch [14][480/1492] lr: 1.000e-02, eta: 1 day, 21:34:25, time: 1.121, data_time: 0.005, memory: 5812, loss_cls: 6.8426, loss: 6.8426, grad_norm: 4.8528 2020-10-23 18:03:32,639 - mmaction - INFO - Epoch [14][500/1492] lr: 1.000e-02, eta: 1 day, 21:33:41, time: 1.123, data_time: 0.003, memory: 5812, loss_cls: 6.8587, loss: 6.8587, grad_norm: 4.9588 2020-10-23 18:03:54,219 - mmaction - INFO - Epoch [14][520/1492] lr: 1.000e-02, eta: 1 day, 21:32:52, time: 1.089, data_time: 0.014, memory: 5812, loss_cls: 6.9332, loss: 6.9332, grad_norm: 4.9015 2020-10-23 18:04:16,320 - mmaction - INFO - Epoch [14][540/1492] lr: 1.000e-02, eta: 1 day, 21:32:05, time: 1.104, data_time: 0.002, memory: 5812, loss_cls: 7.0800, loss: 7.0800, grad_norm: 5.0829 2020-10-23 18:04:38,786 - mmaction - INFO - Epoch [14][560/1492] lr: 1.000e-02, eta: 1 day, 21:31:20, time: 1.115, data_time: 0.004, memory: 5812, loss_cls: 7.0047, loss: 7.0047, grad_norm: 4.8752 2020-10-23 18:05:01,422 - mmaction - INFO - Epoch [14][580/1492] lr: 1.000e-02, eta: 1 day, 21:30:38, time: 1.137, data_time: 0.013, memory: 5812, loss_cls: 7.0373, loss: 7.0373, grad_norm: 4.8987 2020-10-23 18:05:23,340 - mmaction - INFO - Epoch [14][600/1492] lr: 1.000e-02, eta: 1 day, 21:29:51, time: 1.101, data_time: 0.009, memory: 5812, loss_cls: 7.0348, loss: 7.0348, grad_norm: 5.0190 2020-10-23 18:05:45,338 - mmaction - INFO - Epoch [14][620/1492] lr: 1.000e-02, eta: 1 day, 21:29:03, time: 1.096, data_time: 0.002, memory: 5812, loss_cls: 6.9938, loss: 6.9938, grad_norm: 4.9356 2020-10-23 18:06:07,736 - mmaction - INFO - Epoch [14][640/1492] lr: 1.000e-02, eta: 1 day, 21:28:19, time: 1.116, data_time: 0.005, memory: 5812, loss_cls: 6.8676, loss: 6.8676, grad_norm: 4.7942 2020-10-23 18:06:30,143 - mmaction - INFO - Epoch [14][660/1492] lr: 1.000e-02, eta: 1 day, 21:27:35, time: 1.127, data_time: 0.009, memory: 5812, loss_cls: 7.0356, loss: 7.0356, grad_norm: 4.8397 2020-10-23 18:06:52,802 - mmaction - INFO - Epoch [14][680/1492] lr: 1.000e-02, eta: 1 day, 21:26:53, time: 1.134, data_time: 0.003, memory: 5812, loss_cls: 6.7880, loss: 6.7880, grad_norm: 4.9151 2020-10-23 18:07:14,923 - mmaction - INFO - Epoch [14][700/1492] lr: 1.000e-02, eta: 1 day, 21:26:06, time: 1.102, data_time: 0.003, memory: 5812, loss_cls: 7.0601, loss: 7.0601, grad_norm: 5.0014 2020-10-23 18:07:37,129 - mmaction - INFO - Epoch [14][720/1492] lr: 1.000e-02, eta: 1 day, 21:25:20, time: 1.107, data_time: 0.007, memory: 5812, loss_cls: 6.9404, loss: 6.9404, grad_norm: 4.9493 2020-10-23 18:07:59,053 - mmaction - INFO - Epoch [14][740/1492] lr: 1.000e-02, eta: 1 day, 21:24:34, time: 1.102, data_time: 0.009, memory: 5812, loss_cls: 7.1002, loss: 7.1002, grad_norm: 4.8853 2020-10-23 18:08:21,508 - mmaction - INFO - Epoch [14][760/1492] lr: 1.000e-02, eta: 1 day, 21:23:50, time: 1.120, data_time: 0.003, memory: 5812, loss_cls: 6.9692, loss: 6.9692, grad_norm: 5.1132 2020-10-23 18:08:43,713 - mmaction - INFO - Epoch [14][780/1492] lr: 1.000e-02, eta: 1 day, 21:23:05, time: 1.112, data_time: 0.006, memory: 5812, loss_cls: 6.9852, loss: 6.9852, grad_norm: 4.8977 2020-10-23 18:09:05,688 - mmaction - INFO - Epoch [14][800/1492] lr: 1.000e-02, eta: 1 day, 21:22:17, time: 1.095, data_time: 0.005, memory: 5812, loss_cls: 7.0748, loss: 7.0748, grad_norm: 4.8674 2020-10-23 18:09:27,447 - mmaction - INFO - Epoch [14][820/1492] lr: 1.000e-02, eta: 1 day, 21:21:30, time: 1.092, data_time: 0.007, memory: 5812, loss_cls: 6.9697, loss: 6.9697, grad_norm: 4.9966 2020-10-23 18:09:49,907 - mmaction - INFO - Epoch [14][840/1492] lr: 1.000e-02, eta: 1 day, 21:20:46, time: 1.119, data_time: 0.004, memory: 5812, loss_cls: 6.9486, loss: 6.9486, grad_norm: 4.8532 2020-10-23 18:10:11,704 - mmaction - INFO - Epoch [14][860/1492] lr: 1.000e-02, eta: 1 day, 21:19:59, time: 1.093, data_time: 0.007, memory: 5812, loss_cls: 6.9306, loss: 6.9306, grad_norm: 4.9072 2020-10-23 18:10:33,993 - mmaction - INFO - Epoch [14][880/1492] lr: 1.000e-02, eta: 1 day, 21:19:14, time: 1.113, data_time: 0.003, memory: 5812, loss_cls: 6.9571, loss: 6.9571, grad_norm: 4.9620 2020-10-23 18:10:55,764 - mmaction - INFO - Epoch [14][900/1492] lr: 1.000e-02, eta: 1 day, 21:18:25, time: 1.084, data_time: 0.005, memory: 5812, loss_cls: 7.0149, loss: 7.0149, grad_norm: 4.9623 2020-10-23 18:11:17,794 - mmaction - INFO - Epoch [14][920/1492] lr: 1.000e-02, eta: 1 day, 21:17:40, time: 1.107, data_time: 0.012, memory: 5812, loss_cls: 6.9360, loss: 6.9360, grad_norm: 4.9198 2020-10-23 18:11:39,964 - mmaction - INFO - Epoch [14][940/1492] lr: 1.000e-02, eta: 1 day, 21:16:55, time: 1.111, data_time: 0.004, memory: 5812, loss_cls: 6.8174, loss: 6.8174, grad_norm: 4.8566 2020-10-23 18:12:01,643 - mmaction - INFO - Epoch [14][960/1492] lr: 1.000e-02, eta: 1 day, 21:16:07, time: 1.084, data_time: 0.005, memory: 5812, loss_cls: 7.1111, loss: 7.1111, grad_norm: 4.9724 2020-10-23 18:12:23,787 - mmaction - INFO - Epoch [14][980/1492] lr: 1.000e-02, eta: 1 day, 21:15:21, time: 1.101, data_time: 0.004, memory: 5812, loss_cls: 6.9397, loss: 6.9397, grad_norm: 4.9593 2020-10-23 18:12:45,259 - mmaction - INFO - Epoch [14][1000/1492] lr: 1.000e-02, eta: 1 day, 21:14:32, time: 1.077, data_time: 0.009, memory: 5812, loss_cls: 6.8920, loss: 6.8920, grad_norm: 4.8419 2020-10-23 18:13:07,553 - mmaction - INFO - Epoch [14][1020/1492] lr: 1.000e-02, eta: 1 day, 21:13:48, time: 1.117, data_time: 0.006, memory: 5812, loss_cls: 6.8614, loss: 6.8614, grad_norm: 4.8959 2020-10-23 18:13:30,111 - mmaction - INFO - Epoch [14][1040/1492] lr: 1.000e-02, eta: 1 day, 21:13:06, time: 1.127, data_time: 0.004, memory: 5812, loss_cls: 7.0282, loss: 7.0282, grad_norm: 4.8648 2020-10-23 18:13:52,618 - mmaction - INFO - Epoch [14][1060/1492] lr: 1.000e-02, eta: 1 day, 21:12:23, time: 1.125, data_time: 0.002, memory: 5812, loss_cls: 6.9833, loss: 6.9833, grad_norm: 4.8479 2020-10-23 18:14:15,052 - mmaction - INFO - Epoch [14][1080/1492] lr: 1.000e-02, eta: 1 day, 21:11:39, time: 1.117, data_time: 0.004, memory: 5812, loss_cls: 6.9006, loss: 6.9006, grad_norm: 4.8425 2020-10-23 18:14:37,347 - mmaction - INFO - Epoch [14][1100/1492] lr: 1.000e-02, eta: 1 day, 21:10:55, time: 1.119, data_time: 0.008, memory: 5812, loss_cls: 6.9150, loss: 6.9150, grad_norm: 4.8850 2020-10-23 18:14:59,549 - mmaction - INFO - Epoch [14][1120/1492] lr: 1.000e-02, eta: 1 day, 21:10:11, time: 1.111, data_time: 0.005, memory: 5812, loss_cls: 6.9449, loss: 6.9449, grad_norm: 5.0051 2020-10-23 18:15:22,759 - mmaction - INFO - Epoch [14][1140/1492] lr: 1.000e-02, eta: 1 day, 21:09:33, time: 1.162, data_time: 0.004, memory: 5812, loss_cls: 6.9852, loss: 6.9852, grad_norm: 4.8850 2020-10-23 18:15:44,420 - mmaction - INFO - Epoch [14][1160/1492] lr: 1.000e-02, eta: 1 day, 21:08:44, time: 1.078, data_time: 0.002, memory: 5812, loss_cls: 6.9495, loss: 6.9495, grad_norm: 4.8975 2020-10-23 18:16:06,693 - mmaction - INFO - Epoch [14][1180/1492] lr: 1.000e-02, eta: 1 day, 21:08:00, time: 1.111, data_time: 0.008, memory: 5812, loss_cls: 7.0476, loss: 7.0476, grad_norm: 4.9371 2020-10-23 18:16:28,856 - mmaction - INFO - Epoch [14][1200/1492] lr: 1.000e-02, eta: 1 day, 21:07:16, time: 1.116, data_time: 0.011, memory: 5812, loss_cls: 6.9939, loss: 6.9939, grad_norm: 4.9759 2020-10-23 18:16:50,449 - mmaction - INFO - Epoch [14][1220/1492] lr: 1.000e-02, eta: 1 day, 21:06:28, time: 1.078, data_time: 0.000, memory: 5812, loss_cls: 7.0794, loss: 7.0794, grad_norm: 4.8502 2020-10-23 18:17:12,658 - mmaction - INFO - Epoch [14][1240/1492] lr: 1.000e-02, eta: 1 day, 21:05:43, time: 1.107, data_time: 0.003, memory: 5812, loss_cls: 7.0244, loss: 7.0244, grad_norm: 4.8084 2020-10-23 18:17:34,346 - mmaction - INFO - Epoch [14][1260/1492] lr: 1.000e-02, eta: 1 day, 21:04:56, time: 1.084, data_time: 0.007, memory: 5812, loss_cls: 7.1561, loss: 7.1561, grad_norm: 4.9775 2020-10-23 18:17:56,555 - mmaction - INFO - Epoch [14][1280/1492] lr: 1.000e-02, eta: 1 day, 21:04:12, time: 1.114, data_time: 0.009, memory: 5812, loss_cls: 7.1128, loss: 7.1128, grad_norm: 5.0287 2020-10-23 18:18:18,336 - mmaction - INFO - Epoch [14][1300/1492] lr: 1.000e-02, eta: 1 day, 21:03:26, time: 1.091, data_time: 0.006, memory: 5812, loss_cls: 7.0562, loss: 7.0562, grad_norm: 4.8269 2020-10-23 18:18:40,445 - mmaction - INFO - Epoch [14][1320/1492] lr: 1.000e-02, eta: 1 day, 21:02:41, time: 1.105, data_time: 0.001, memory: 5812, loss_cls: 6.9169, loss: 6.9169, grad_norm: 4.8362 2020-10-23 18:19:02,498 - mmaction - INFO - Epoch [14][1340/1492] lr: 1.000e-02, eta: 1 day, 21:01:55, time: 1.098, data_time: 0.003, memory: 5812, loss_cls: 7.0261, loss: 7.0261, grad_norm: 4.8736 2020-10-23 18:19:24,260 - mmaction - INFO - Epoch [14][1360/1492] lr: 1.000e-02, eta: 1 day, 21:01:09, time: 1.090, data_time: 0.006, memory: 5812, loss_cls: 6.8833, loss: 6.8833, grad_norm: 4.7723 2020-10-23 18:19:46,590 - mmaction - INFO - Epoch [14][1380/1492] lr: 1.000e-02, eta: 1 day, 21:00:25, time: 1.112, data_time: 0.004, memory: 5812, loss_cls: 6.7969, loss: 6.7969, grad_norm: 4.8734 2020-10-23 18:20:08,468 - mmaction - INFO - Epoch [14][1400/1492] lr: 1.000e-02, eta: 1 day, 20:59:40, time: 1.099, data_time: 0.010, memory: 5812, loss_cls: 6.7487, loss: 6.7487, grad_norm: 4.8680 2020-10-23 18:20:31,253 - mmaction - INFO - Epoch [14][1420/1492] lr: 1.000e-02, eta: 1 day, 20:59:00, time: 1.141, data_time: 0.003, memory: 5812, loss_cls: 6.9161, loss: 6.9161, grad_norm: 4.9597 2020-10-23 18:20:52,887 - mmaction - INFO - Epoch [14][1440/1492] lr: 1.000e-02, eta: 1 day, 20:58:12, time: 1.082, data_time: 0.003, memory: 5812, loss_cls: 7.0655, loss: 7.0655, grad_norm: 4.8957 2020-10-23 18:21:14,679 - mmaction - INFO - Epoch [14][1460/1492] lr: 1.000e-02, eta: 1 day, 20:57:26, time: 1.090, data_time: 0.003, memory: 5812, loss_cls: 7.0377, loss: 7.0377, grad_norm: 4.9857 2020-10-23 18:21:37,073 - mmaction - INFO - Epoch [14][1480/1492] lr: 1.000e-02, eta: 1 day, 20:56:43, time: 1.117, data_time: 0.009, memory: 5812, loss_cls: 6.8948, loss: 6.8948, grad_norm: 4.8803 2020-10-23 18:22:57,906 - mmaction - INFO - Epoch [15][20/1492] lr: 1.000e-02, eta: 1 day, 20:57:50, time: 2.892, data_time: 2.112, memory: 5812, loss_cls: 6.8554, loss: 6.8554, grad_norm: 4.8147 2020-10-23 18:23:22,113 - mmaction - INFO - Epoch [15][40/1492] lr: 1.000e-02, eta: 1 day, 20:57:18, time: 1.205, data_time: 0.362, memory: 5812, loss_cls: 6.8583, loss: 6.8583, grad_norm: 4.9051 2020-10-23 18:23:44,962 - mmaction - INFO - Epoch [15][60/1492] lr: 1.000e-02, eta: 1 day, 20:56:38, time: 1.144, data_time: 0.010, memory: 5812, loss_cls: 6.8904, loss: 6.8904, grad_norm: 4.9398 2020-10-23 18:24:07,582 - mmaction - INFO - Epoch [15][80/1492] lr: 1.000e-02, eta: 1 day, 20:55:57, time: 1.135, data_time: 0.005, memory: 5812, loss_cls: 6.9125, loss: 6.9125, grad_norm: 4.8547 2020-10-23 18:24:30,349 - mmaction - INFO - Epoch [15][100/1492] lr: 1.000e-02, eta: 1 day, 20:55:16, time: 1.132, data_time: 0.001, memory: 5812, loss_cls: 6.8989, loss: 6.8989, grad_norm: 4.8690 2020-10-23 18:24:52,922 - mmaction - INFO - Epoch [15][120/1492] lr: 1.000e-02, eta: 1 day, 20:54:36, time: 1.136, data_time: 0.008, memory: 5812, loss_cls: 6.8894, loss: 6.8894, grad_norm: 4.9037 2020-10-23 18:25:14,658 - mmaction - INFO - Epoch [15][140/1492] lr: 1.000e-02, eta: 1 day, 20:53:49, time: 1.087, data_time: 0.001, memory: 5812, loss_cls: 7.0168, loss: 7.0168, grad_norm: 4.9835 2020-10-23 18:25:37,631 - mmaction - INFO - Epoch [15][160/1492] lr: 1.000e-02, eta: 1 day, 20:53:10, time: 1.142, data_time: 0.004, memory: 5812, loss_cls: 6.8526, loss: 6.8526, grad_norm: 4.9551 2020-10-23 18:25:59,794 - mmaction - INFO - Epoch [15][180/1492] lr: 1.000e-02, eta: 1 day, 20:52:26, time: 1.111, data_time: 0.010, memory: 5812, loss_cls: 6.8944, loss: 6.8944, grad_norm: 4.8920 2020-10-23 18:26:22,226 - mmaction - INFO - Epoch [15][200/1492] lr: 1.000e-02, eta: 1 day, 20:51:43, time: 1.109, data_time: 0.005, memory: 5812, loss_cls: 6.8226, loss: 6.8226, grad_norm: 4.9058 2020-10-23 18:26:43,987 - mmaction - INFO - Epoch [15][220/1492] lr: 1.000e-02, eta: 1 day, 20:50:58, time: 1.103, data_time: 0.018, memory: 5812, loss_cls: 6.8747, loss: 6.8747, grad_norm: 4.9160 2020-10-23 18:27:05,657 - mmaction - INFO - Epoch [15][240/1492] lr: 1.000e-02, eta: 1 day, 20:50:12, time: 1.084, data_time: 0.003, memory: 5812, loss_cls: 6.8137, loss: 6.8137, grad_norm: 4.8892 2020-10-23 18:27:27,513 - mmaction - INFO - Epoch [15][260/1492] lr: 1.000e-02, eta: 1 day, 20:49:26, time: 1.094, data_time: 0.002, memory: 5812, loss_cls: 7.0270, loss: 7.0270, grad_norm: 4.9803 2020-10-23 18:27:49,709 - mmaction - INFO - Epoch [15][280/1492] lr: 1.000e-02, eta: 1 day, 20:48:42, time: 1.106, data_time: 0.002, memory: 5812, loss_cls: 6.8497, loss: 6.8497, grad_norm: 4.9222 2020-10-23 18:28:12,783 - mmaction - INFO - Epoch [15][300/1492] lr: 1.000e-02, eta: 1 day, 20:48:05, time: 1.157, data_time: 0.005, memory: 5812, loss_cls: 6.9515, loss: 6.9515, grad_norm: 4.9389 2020-10-23 18:28:34,689 - mmaction - INFO - Epoch [15][320/1492] lr: 1.000e-02, eta: 1 day, 20:47:20, time: 1.096, data_time: 0.066, memory: 5812, loss_cls: 7.0893, loss: 7.0893, grad_norm: 5.1038 2020-10-23 18:28:55,888 - mmaction - INFO - Epoch [15][340/1492] lr: 1.000e-02, eta: 1 day, 20:46:30, time: 1.058, data_time: 0.030, memory: 5812, loss_cls: 6.9998, loss: 6.9998, grad_norm: 5.0286 2020-10-23 18:29:18,174 - mmaction - INFO - Epoch [15][360/1492] lr: 1.000e-02, eta: 1 day, 20:45:48, time: 1.116, data_time: 0.006, memory: 5812, loss_cls: 6.8155, loss: 6.8155, grad_norm: 4.8280 2020-10-23 18:29:40,760 - mmaction - INFO - Epoch [15][380/1492] lr: 1.000e-02, eta: 1 day, 20:45:06, time: 1.126, data_time: 0.005, memory: 5812, loss_cls: 6.9234, loss: 6.9234, grad_norm: 4.8952 2020-10-23 18:30:02,954 - mmaction - INFO - Epoch [15][400/1492] lr: 1.000e-02, eta: 1 day, 20:44:23, time: 1.110, data_time: 0.006, memory: 5812, loss_cls: 6.9538, loss: 6.9538, grad_norm: 5.0402 2020-10-23 18:30:24,470 - mmaction - INFO - Epoch [15][420/1492] lr: 1.000e-02, eta: 1 day, 20:43:36, time: 1.075, data_time: 0.005, memory: 5812, loss_cls: 6.7945, loss: 6.7945, grad_norm: 4.8844 2020-10-23 18:30:46,445 - mmaction - INFO - Epoch [15][440/1492] lr: 1.000e-02, eta: 1 day, 20:42:51, time: 1.093, data_time: 0.005, memory: 5812, loss_cls: 6.9420, loss: 6.9420, grad_norm: 4.9516 2020-10-23 18:31:07,576 - mmaction - INFO - Epoch [15][460/1492] lr: 1.000e-02, eta: 1 day, 20:42:02, time: 1.064, data_time: 0.012, memory: 5812, loss_cls: 6.9515, loss: 6.9515, grad_norm: 4.8960 2020-10-23 18:31:29,278 - mmaction - INFO - Epoch [15][480/1492] lr: 1.000e-02, eta: 1 day, 20:41:16, time: 1.085, data_time: 0.007, memory: 5812, loss_cls: 6.9892, loss: 6.9892, grad_norm: 4.8950 2020-10-23 18:31:51,563 - mmaction - INFO - Epoch [15][500/1492] lr: 1.000e-02, eta: 1 day, 20:40:34, time: 1.112, data_time: 0.003, memory: 5812, loss_cls: 6.8046, loss: 6.8046, grad_norm: 4.8298 2020-10-23 18:32:13,356 - mmaction - INFO - Epoch [15][520/1492] lr: 1.000e-02, eta: 1 day, 20:39:48, time: 1.083, data_time: 0.006, memory: 5812, loss_cls: 6.8665, loss: 6.8665, grad_norm: 4.9107 2020-10-23 18:32:35,354 - mmaction - INFO - Epoch [15][540/1492] lr: 1.000e-02, eta: 1 day, 20:39:05, time: 1.110, data_time: 0.013, memory: 5812, loss_cls: 6.9343, loss: 6.9343, grad_norm: 4.9342 2020-10-23 18:32:57,063 - mmaction - INFO - Epoch [15][560/1492] lr: 1.000e-02, eta: 1 day, 20:38:19, time: 1.086, data_time: 0.002, memory: 5812, loss_cls: 7.0860, loss: 7.0860, grad_norm: 4.9046 2020-10-23 18:33:18,888 - mmaction - INFO - Epoch [15][580/1492] lr: 1.000e-02, eta: 1 day, 20:37:34, time: 1.088, data_time: 0.001, memory: 5812, loss_cls: 7.0068, loss: 7.0068, grad_norm: 4.9213 2020-10-23 18:33:40,989 - mmaction - INFO - Epoch [15][600/1492] lr: 1.000e-02, eta: 1 day, 20:36:51, time: 1.108, data_time: 0.055, memory: 5812, loss_cls: 7.0565, loss: 7.0565, grad_norm: 4.9717 2020-10-23 18:34:03,755 - mmaction - INFO - Epoch [15][620/1492] lr: 1.000e-02, eta: 1 day, 20:36:11, time: 1.137, data_time: 0.404, memory: 5812, loss_cls: 6.9342, loss: 6.9342, grad_norm: 4.9790 2020-10-23 18:34:25,877 - mmaction - INFO - Epoch [15][640/1492] lr: 1.000e-02, eta: 1 day, 20:35:27, time: 1.099, data_time: 0.499, memory: 5812, loss_cls: 6.9075, loss: 6.9075, grad_norm: 4.9049 2020-10-23 18:34:48,876 - mmaction - INFO - Epoch [15][660/1492] lr: 1.000e-02, eta: 1 day, 20:34:50, time: 1.156, data_time: 0.564, memory: 5812, loss_cls: 7.0833, loss: 7.0833, grad_norm: 5.0266 2020-10-23 18:35:10,326 - mmaction - INFO - Epoch [15][680/1492] lr: 1.000e-02, eta: 1 day, 20:34:03, time: 1.070, data_time: 0.467, memory: 5812, loss_cls: 6.8926, loss: 6.8926, grad_norm: 4.8480 2020-10-23 18:35:31,840 - mmaction - INFO - Epoch [15][700/1492] lr: 1.000e-02, eta: 1 day, 20:33:17, time: 1.080, data_time: 0.474, memory: 5812, loss_cls: 6.8235, loss: 6.8235, grad_norm: 4.8810 2020-10-23 18:35:54,194 - mmaction - INFO - Epoch [15][720/1492] lr: 1.000e-02, eta: 1 day, 20:32:35, time: 1.117, data_time: 0.545, memory: 5812, loss_cls: 6.9422, loss: 6.9422, grad_norm: 4.8352 2020-10-23 18:36:17,362 - mmaction - INFO - Epoch [15][740/1492] lr: 1.000e-02, eta: 1 day, 20:31:59, time: 1.158, data_time: 0.597, memory: 5812, loss_cls: 7.0158, loss: 7.0158, grad_norm: 5.0164 2020-10-23 18:36:40,048 - mmaction - INFO - Epoch [15][760/1492] lr: 1.000e-02, eta: 1 day, 20:31:19, time: 1.130, data_time: 0.530, memory: 5812, loss_cls: 6.8788, loss: 6.8788, grad_norm: 4.8898 2020-10-23 18:37:02,625 - mmaction - INFO - Epoch [15][780/1492] lr: 1.000e-02, eta: 1 day, 20:30:38, time: 1.129, data_time: 0.512, memory: 5812, loss_cls: 6.9215, loss: 6.9215, grad_norm: 4.8308 2020-10-23 18:37:25,530 - mmaction - INFO - Epoch [15][800/1492] lr: 1.000e-02, eta: 1 day, 20:30:00, time: 1.145, data_time: 0.347, memory: 5812, loss_cls: 6.9535, loss: 6.9535, grad_norm: 4.9620 2020-10-23 18:37:48,533 - mmaction - INFO - Epoch [15][820/1492] lr: 1.000e-02, eta: 1 day, 20:29:23, time: 1.153, data_time: 0.329, memory: 5812, loss_cls: 6.9288, loss: 6.9288, grad_norm: 4.9056 2020-10-23 18:38:11,309 - mmaction - INFO - Epoch [15][840/1492] lr: 1.000e-02, eta: 1 day, 20:28:44, time: 1.137, data_time: 0.381, memory: 5812, loss_cls: 6.8241, loss: 6.8241, grad_norm: 4.8457 2020-10-23 18:38:34,033 - mmaction - INFO - Epoch [15][860/1492] lr: 1.000e-02, eta: 1 day, 20:28:05, time: 1.136, data_time: 0.349, memory: 5812, loss_cls: 7.0018, loss: 7.0018, grad_norm: 5.0234 2020-10-23 18:38:56,884 - mmaction - INFO - Epoch [15][880/1492] lr: 1.000e-02, eta: 1 day, 20:27:26, time: 1.145, data_time: 0.480, memory: 5812, loss_cls: 6.9340, loss: 6.9340, grad_norm: 4.8386 2020-10-23 18:39:19,756 - mmaction - INFO - Epoch [15][900/1492] lr: 1.000e-02, eta: 1 day, 20:26:48, time: 1.140, data_time: 0.368, memory: 5812, loss_cls: 6.7819, loss: 6.7819, grad_norm: 4.8737 2020-10-23 18:39:43,068 - mmaction - INFO - Epoch [15][920/1492] lr: 1.000e-02, eta: 1 day, 20:26:12, time: 1.169, data_time: 0.416, memory: 5812, loss_cls: 6.9604, loss: 6.9604, grad_norm: 5.0120 2020-10-23 18:40:06,262 - mmaction - INFO - Epoch [15][940/1492] lr: 1.000e-02, eta: 1 day, 20:25:36, time: 1.159, data_time: 0.117, memory: 5812, loss_cls: 6.9045, loss: 6.9045, grad_norm: 4.8471 2020-10-23 18:40:28,607 - mmaction - INFO - Epoch [15][960/1492] lr: 1.000e-02, eta: 1 day, 20:24:55, time: 1.116, data_time: 0.011, memory: 5812, loss_cls: 6.9579, loss: 6.9579, grad_norm: 4.8755 2020-10-23 18:40:50,497 - mmaction - INFO - Epoch [15][980/1492] lr: 1.000e-02, eta: 1 day, 20:24:11, time: 1.094, data_time: 0.006, memory: 5812, loss_cls: 7.0351, loss: 7.0351, grad_norm: 4.9060 2020-10-23 18:41:12,274 - mmaction - INFO - Epoch [15][1000/1492] lr: 1.000e-02, eta: 1 day, 20:23:27, time: 1.092, data_time: 0.010, memory: 5812, loss_cls: 6.9009, loss: 6.9009, grad_norm: 4.8939 2020-10-23 18:41:34,765 - mmaction - INFO - Epoch [15][1020/1492] lr: 1.000e-02, eta: 1 day, 20:22:46, time: 1.127, data_time: 0.003, memory: 5812, loss_cls: 6.9539, loss: 6.9539, grad_norm: 4.8459 2020-10-23 18:41:56,883 - mmaction - INFO - Epoch [15][1040/1492] lr: 1.000e-02, eta: 1 day, 20:22:04, time: 1.105, data_time: 0.002, memory: 5812, loss_cls: 6.9831, loss: 6.9831, grad_norm: 4.8675 2020-10-23 18:42:18,376 - mmaction - INFO - Epoch [15][1060/1492] lr: 1.000e-02, eta: 1 day, 20:21:18, time: 1.075, data_time: 0.003, memory: 5812, loss_cls: 7.0055, loss: 7.0055, grad_norm: 4.8653 2020-10-23 18:42:40,574 - mmaction - INFO - Epoch [15][1080/1492] lr: 1.000e-02, eta: 1 day, 20:20:36, time: 1.109, data_time: 0.001, memory: 5812, loss_cls: 6.9956, loss: 6.9956, grad_norm: 4.8592 2020-10-23 18:43:02,439 - mmaction - INFO - Epoch [15][1100/1492] lr: 1.000e-02, eta: 1 day, 20:19:52, time: 1.087, data_time: 0.002, memory: 5812, loss_cls: 6.9039, loss: 6.9039, grad_norm: 4.9143 2020-10-23 18:43:24,196 - mmaction - INFO - Epoch [15][1120/1492] lr: 1.000e-02, eta: 1 day, 20:19:08, time: 1.092, data_time: 0.007, memory: 5812, loss_cls: 7.1290, loss: 7.1290, grad_norm: 5.0083 2020-10-23 18:43:46,267 - mmaction - INFO - Epoch [15][1140/1492] lr: 1.000e-02, eta: 1 day, 20:18:25, time: 1.103, data_time: 0.007, memory: 5812, loss_cls: 7.0412, loss: 7.0412, grad_norm: 4.9149 2020-10-23 18:44:08,528 - mmaction - INFO - Epoch [15][1160/1492] lr: 1.000e-02, eta: 1 day, 20:17:44, time: 1.112, data_time: 0.003, memory: 5812, loss_cls: 6.9007, loss: 6.9007, grad_norm: 4.8779 2020-10-23 18:44:30,440 - mmaction - INFO - Epoch [15][1180/1492] lr: 1.000e-02, eta: 1 day, 20:17:00, time: 1.092, data_time: 0.007, memory: 5812, loss_cls: 7.0164, loss: 7.0164, grad_norm: 5.0786 2020-10-23 18:44:52,676 - mmaction - INFO - Epoch [15][1200/1492] lr: 1.000e-02, eta: 1 day, 20:16:19, time: 1.115, data_time: 0.009, memory: 5812, loss_cls: 6.9749, loss: 6.9749, grad_norm: 4.8880 2020-10-23 18:45:14,936 - mmaction - INFO - Epoch [15][1220/1492] lr: 1.000e-02, eta: 1 day, 20:15:38, time: 1.114, data_time: 0.005, memory: 5812, loss_cls: 6.9616, loss: 6.9616, grad_norm: 4.8712 2020-10-23 18:45:37,052 - mmaction - INFO - Epoch [15][1240/1492] lr: 1.000e-02, eta: 1 day, 20:14:56, time: 1.108, data_time: 0.004, memory: 5812, loss_cls: 6.9183, loss: 6.9183, grad_norm: 4.8486 2020-10-23 18:45:58,775 - mmaction - INFO - Epoch [15][1260/1492] lr: 1.000e-02, eta: 1 day, 20:14:12, time: 1.086, data_time: 0.002, memory: 5812, loss_cls: 6.8863, loss: 6.8863, grad_norm: 4.8344 2020-10-23 18:46:20,199 - mmaction - INFO - Epoch [15][1280/1492] lr: 1.000e-02, eta: 1 day, 20:13:25, time: 1.069, data_time: 0.001, memory: 5812, loss_cls: 6.9688, loss: 6.9688, grad_norm: 4.9216 2020-10-23 18:46:42,995 - mmaction - INFO - Epoch [15][1300/1492] lr: 1.000e-02, eta: 1 day, 20:12:47, time: 1.141, data_time: 0.004, memory: 5812, loss_cls: 6.8786, loss: 6.8786, grad_norm: 4.8747 2020-10-23 18:47:05,669 - mmaction - INFO - Epoch [15][1320/1492] lr: 1.000e-02, eta: 1 day, 20:12:09, time: 1.135, data_time: 0.003, memory: 5812, loss_cls: 6.9604, loss: 6.9604, grad_norm: 4.8355 2020-10-23 18:47:28,231 - mmaction - INFO - Epoch [15][1340/1492] lr: 1.000e-02, eta: 1 day, 20:11:30, time: 1.129, data_time: 0.002, memory: 5812, loss_cls: 6.8566, loss: 6.8566, grad_norm: 4.8411 2020-10-23 18:47:50,964 - mmaction - INFO - Epoch [15][1360/1492] lr: 1.000e-02, eta: 1 day, 20:10:51, time: 1.133, data_time: 0.002, memory: 5812, loss_cls: 6.9011, loss: 6.9011, grad_norm: 4.8305 2020-10-23 18:48:12,990 - mmaction - INFO - Epoch [15][1380/1492] lr: 1.000e-02, eta: 1 day, 20:10:09, time: 1.102, data_time: 0.006, memory: 5812, loss_cls: 6.9587, loss: 6.9587, grad_norm: 4.8206 2020-10-23 18:48:36,038 - mmaction - INFO - Epoch [15][1400/1492] lr: 1.000e-02, eta: 1 day, 20:09:32, time: 1.155, data_time: 0.004, memory: 5812, loss_cls: 6.9251, loss: 6.9251, grad_norm: 4.7949 2020-10-23 18:48:58,761 - mmaction - INFO - Epoch [15][1420/1492] lr: 1.000e-02, eta: 1 day, 20:08:54, time: 1.132, data_time: 0.004, memory: 5812, loss_cls: 7.0378, loss: 7.0378, grad_norm: 4.9486 2020-10-23 18:49:22,052 - mmaction - INFO - Epoch [15][1440/1492] lr: 1.000e-02, eta: 1 day, 20:08:18, time: 1.163, data_time: 0.006, memory: 5812, loss_cls: 7.0348, loss: 7.0348, grad_norm: 4.8692 2020-10-23 18:49:44,300 - mmaction - INFO - Epoch [15][1460/1492] lr: 1.000e-02, eta: 1 day, 20:07:38, time: 1.116, data_time: 0.007, memory: 5812, loss_cls: 6.9705, loss: 6.9705, grad_norm: 4.8912 2020-10-23 18:50:07,129 - mmaction - INFO - Epoch [15][1480/1492] lr: 1.000e-02, eta: 1 day, 20:07:00, time: 1.142, data_time: 0.005, memory: 5812, loss_cls: 7.0502, loss: 7.0502, grad_norm: 4.9253 2020-10-23 18:50:20,256 - mmaction - INFO - Saving checkpoint at 15 epochs 2020-10-23 18:52:24,940 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-23 18:52:26,158 - mmaction - INFO - mean_average_precision 0.4516 2020-10-23 18:52:26,178 - mmaction - INFO - Epoch(val) [15][1492] mean_average_precision: 0.4516 2020-10-23 18:52:58,933 - mmaction - INFO - Epoch [16][20/1492] lr: 1.000e-02, eta: 1 day, 20:05:39, time: 1.637, data_time: 1.058, memory: 5812, loss_cls: 6.9791, loss: 6.9791, grad_norm: 4.8206 2020-10-23 18:53:23,593 - mmaction - INFO - Epoch [16][40/1492] lr: 1.000e-02, eta: 1 day, 20:05:11, time: 1.230, data_time: 0.520, memory: 5812, loss_cls: 6.9806, loss: 6.9806, grad_norm: 4.8406 2020-10-23 18:53:46,445 - mmaction - INFO - Epoch [16][60/1492] lr: 1.000e-02, eta: 1 day, 20:04:34, time: 1.144, data_time: 0.467, memory: 5812, loss_cls: 6.8369, loss: 6.8369, grad_norm: 4.7159 2020-10-23 18:54:09,088 - mmaction - INFO - Epoch [16][80/1492] lr: 1.000e-02, eta: 1 day, 20:03:55, time: 1.132, data_time: 0.280, memory: 5812, loss_cls: 6.8740, loss: 6.8740, grad_norm: 4.8583 2020-10-23 18:54:31,192 - mmaction - INFO - Epoch [16][100/1492] lr: 1.000e-02, eta: 1 day, 20:03:14, time: 1.103, data_time: 0.226, memory: 5812, loss_cls: 6.8532, loss: 6.8532, grad_norm: 4.8179 2020-10-23 18:54:53,410 - mmaction - INFO - Epoch [16][120/1492] lr: 1.000e-02, eta: 1 day, 20:02:33, time: 1.114, data_time: 0.301, memory: 5812, loss_cls: 6.9196, loss: 6.9196, grad_norm: 4.9257 2020-10-23 18:55:15,417 - mmaction - INFO - Epoch [16][140/1492] lr: 1.000e-02, eta: 1 day, 20:01:51, time: 1.101, data_time: 0.476, memory: 5812, loss_cls: 6.8227, loss: 6.8227, grad_norm: 4.8226 2020-10-23 18:55:37,770 - mmaction - INFO - Epoch [16][160/1492] lr: 1.000e-02, eta: 1 day, 20:01:11, time: 1.114, data_time: 0.514, memory: 5812, loss_cls: 6.9199, loss: 6.9199, grad_norm: 4.8879 2020-10-23 18:56:00,158 - mmaction - INFO - Epoch [16][180/1492] lr: 1.000e-02, eta: 1 day, 20:00:31, time: 1.119, data_time: 0.550, memory: 5812, loss_cls: 6.8660, loss: 6.8660, grad_norm: 4.9008 2020-10-23 18:56:23,016 - mmaction - INFO - Epoch [16][200/1492] lr: 1.000e-02, eta: 1 day, 19:59:54, time: 1.144, data_time: 0.574, memory: 5812, loss_cls: 6.8083, loss: 6.8083, grad_norm: 4.8988 2020-10-23 18:56:45,260 - mmaction - INFO - Epoch [16][220/1492] lr: 1.000e-02, eta: 1 day, 19:59:14, time: 1.115, data_time: 0.515, memory: 5812, loss_cls: 6.8697, loss: 6.8697, grad_norm: 4.9475 2020-10-23 18:57:07,982 - mmaction - INFO - Epoch [16][240/1492] lr: 1.000e-02, eta: 1 day, 19:58:36, time: 1.136, data_time: 0.477, memory: 5812, loss_cls: 6.9079, loss: 6.9079, grad_norm: 4.9306 2020-10-23 18:57:30,674 - mmaction - INFO - Epoch [16][260/1492] lr: 1.000e-02, eta: 1 day, 19:57:58, time: 1.135, data_time: 0.416, memory: 5812, loss_cls: 6.8718, loss: 6.8718, grad_norm: 4.8474 2020-10-23 18:57:53,725 - mmaction - INFO - Epoch [16][280/1492] lr: 1.000e-02, eta: 1 day, 19:57:21, time: 1.149, data_time: 0.538, memory: 5812, loss_cls: 6.8221, loss: 6.8221, grad_norm: 4.8166 2020-10-23 18:58:16,550 - mmaction - INFO - Epoch [16][300/1492] lr: 1.000e-02, eta: 1 day, 19:56:44, time: 1.143, data_time: 0.382, memory: 5812, loss_cls: 6.8715, loss: 6.8715, grad_norm: 4.9648 2020-10-23 18:58:38,340 - mmaction - INFO - Epoch [16][320/1492] lr: 1.000e-02, eta: 1 day, 19:56:01, time: 1.085, data_time: 0.016, memory: 5812, loss_cls: 6.9180, loss: 6.9180, grad_norm: 4.9755 2020-10-23 18:59:00,044 - mmaction - INFO - Epoch [16][340/1492] lr: 1.000e-02, eta: 1 day, 19:55:17, time: 1.081, data_time: 0.060, memory: 5812, loss_cls: 6.8362, loss: 6.8362, grad_norm: 4.8850 2020-10-23 18:59:21,930 - mmaction - INFO - Epoch [16][360/1492] lr: 1.000e-02, eta: 1 day, 19:54:36, time: 1.103, data_time: 0.028, memory: 5812, loss_cls: 6.8930, loss: 6.8930, grad_norm: 4.9774 2020-10-23 18:59:44,505 - mmaction - INFO - Epoch [16][380/1492] lr: 1.000e-02, eta: 1 day, 19:53:57, time: 1.129, data_time: 0.014, memory: 5812, loss_cls: 6.7869, loss: 6.7869, grad_norm: 4.9122 2020-10-23 19:00:06,781 - mmaction - INFO - Epoch [16][400/1492] lr: 1.000e-02, eta: 1 day, 19:53:16, time: 1.103, data_time: 0.002, memory: 5812, loss_cls: 7.0020, loss: 7.0020, grad_norm: 5.0009 2020-10-23 19:00:29,206 - mmaction - INFO - Epoch [16][420/1492] lr: 1.000e-02, eta: 1 day, 19:52:37, time: 1.125, data_time: 0.014, memory: 5812, loss_cls: 6.9563, loss: 6.9563, grad_norm: 4.9805 2020-10-23 19:00:51,598 - mmaction - INFO - Epoch [16][440/1492] lr: 1.000e-02, eta: 1 day, 19:51:58, time: 1.125, data_time: 0.011, memory: 5812, loss_cls: 6.8431, loss: 6.8431, grad_norm: 4.8788 2020-10-23 19:01:13,463 - mmaction - INFO - Epoch [16][460/1492] lr: 1.000e-02, eta: 1 day, 19:51:16, time: 1.093, data_time: 0.005, memory: 5812, loss_cls: 6.9232, loss: 6.9232, grad_norm: 4.8871 2020-10-23 19:01:35,896 - mmaction - INFO - Epoch [16][480/1492] lr: 1.000e-02, eta: 1 day, 19:50:37, time: 1.124, data_time: 0.005, memory: 5812, loss_cls: 6.9330, loss: 6.9330, grad_norm: 4.9331 2020-10-23 19:01:57,569 - mmaction - INFO - Epoch [16][500/1492] lr: 1.000e-02, eta: 1 day, 19:49:54, time: 1.081, data_time: 0.001, memory: 5812, loss_cls: 6.7499, loss: 6.7499, grad_norm: 4.8513 2020-10-23 19:02:19,879 - mmaction - INFO - Epoch [16][520/1492] lr: 1.000e-02, eta: 1 day, 19:49:14, time: 1.116, data_time: 0.006, memory: 5812, loss_cls: 6.8402, loss: 6.8402, grad_norm: 4.8475 2020-10-23 19:02:41,251 - mmaction - INFO - Epoch [16][540/1492] lr: 1.000e-02, eta: 1 day, 19:48:29, time: 1.065, data_time: 0.003, memory: 5812, loss_cls: 6.8968, loss: 6.8968, grad_norm: 4.8859 2020-10-23 19:03:03,345 - mmaction - INFO - Epoch [16][560/1492] lr: 1.000e-02, eta: 1 day, 19:47:48, time: 1.109, data_time: 0.006, memory: 5812, loss_cls: 6.7848, loss: 6.7848, grad_norm: 4.9294 2020-10-23 19:03:25,153 - mmaction - INFO - Epoch [16][580/1492] lr: 1.000e-02, eta: 1 day, 19:47:06, time: 1.086, data_time: 0.002, memory: 5812, loss_cls: 6.9311, loss: 6.9311, grad_norm: 4.9883 2020-10-23 19:03:47,487 - mmaction - INFO - Epoch [16][600/1492] lr: 1.000e-02, eta: 1 day, 19:46:26, time: 1.116, data_time: 0.010, memory: 5812, loss_cls: 6.8672, loss: 6.8672, grad_norm: 4.8744 2020-10-23 19:04:08,980 - mmaction - INFO - Epoch [16][620/1492] lr: 1.000e-02, eta: 1 day, 19:45:42, time: 1.077, data_time: 0.007, memory: 5812, loss_cls: 6.9289, loss: 6.9289, grad_norm: 5.0156 2020-10-23 19:04:31,148 - mmaction - INFO - Epoch [16][640/1492] lr: 1.000e-02, eta: 1 day, 19:45:02, time: 1.108, data_time: 0.004, memory: 5812, loss_cls: 6.9460, loss: 6.9460, grad_norm: 4.8905 2020-10-23 19:04:53,087 - mmaction - INFO - Epoch [16][660/1492] lr: 1.000e-02, eta: 1 day, 19:44:21, time: 1.100, data_time: 0.009, memory: 5812, loss_cls: 6.9928, loss: 6.9928, grad_norm: 4.9682 2020-10-23 19:05:15,380 - mmaction - INFO - Epoch [16][680/1492] lr: 1.000e-02, eta: 1 day, 19:43:40, time: 1.108, data_time: 0.002, memory: 5812, loss_cls: 7.0107, loss: 7.0107, grad_norm: 4.8601 2020-10-23 19:05:37,362 - mmaction - INFO - Epoch [16][700/1492] lr: 1.000e-02, eta: 1 day, 19:43:00, time: 1.102, data_time: 0.009, memory: 5812, loss_cls: 6.9134, loss: 6.9134, grad_norm: 4.9215 2020-10-23 19:05:58,950 - mmaction - INFO - Epoch [16][720/1492] lr: 1.000e-02, eta: 1 day, 19:42:16, time: 1.080, data_time: 0.006, memory: 5812, loss_cls: 6.9098, loss: 6.9098, grad_norm: 4.9244 2020-10-23 19:06:21,599 - mmaction - INFO - Epoch [16][740/1492] lr: 1.000e-02, eta: 1 day, 19:41:39, time: 1.132, data_time: 0.005, memory: 5812, loss_cls: 6.8224, loss: 6.8224, grad_norm: 4.8834 2020-10-23 19:06:43,579 - mmaction - INFO - Epoch [16][760/1492] lr: 1.000e-02, eta: 1 day, 19:40:57, time: 1.099, data_time: 0.005, memory: 5812, loss_cls: 7.0492, loss: 7.0492, grad_norm: 4.9500 2020-10-23 19:07:05,459 - mmaction - INFO - Epoch [16][780/1492] lr: 1.000e-02, eta: 1 day, 19:40:16, time: 1.095, data_time: 0.008, memory: 5812, loss_cls: 6.9143, loss: 6.9143, grad_norm: 4.8964 2020-10-23 19:07:27,571 - mmaction - INFO - Epoch [16][800/1492] lr: 1.000e-02, eta: 1 day, 19:39:36, time: 1.106, data_time: 0.004, memory: 5812, loss_cls: 6.8382, loss: 6.8382, grad_norm: 4.8869 2020-10-23 19:07:49,733 - mmaction - INFO - Epoch [16][820/1492] lr: 1.000e-02, eta: 1 day, 19:38:55, time: 1.105, data_time: 0.003, memory: 5812, loss_cls: 6.7984, loss: 6.7984, grad_norm: 4.8117 2020-10-23 19:08:11,375 - mmaction - INFO - Epoch [16][840/1492] lr: 1.000e-02, eta: 1 day, 19:38:12, time: 1.078, data_time: 0.006, memory: 5812, loss_cls: 6.9116, loss: 6.9116, grad_norm: 4.8678 2020-10-23 19:08:33,586 - mmaction - INFO - Epoch [16][860/1492] lr: 1.000e-02, eta: 1 day, 19:37:33, time: 1.118, data_time: 0.011, memory: 5812, loss_cls: 7.0519, loss: 7.0519, grad_norm: 4.9752 2020-10-23 19:08:55,808 - mmaction - INFO - Epoch [16][880/1492] lr: 1.000e-02, eta: 1 day, 19:36:53, time: 1.109, data_time: 0.004, memory: 5812, loss_cls: 6.7403, loss: 6.7403, grad_norm: 4.8383 2020-10-23 19:09:18,133 - mmaction - INFO - Epoch [16][900/1492] lr: 1.000e-02, eta: 1 day, 19:36:14, time: 1.118, data_time: 0.005, memory: 5812, loss_cls: 6.9159, loss: 6.9159, grad_norm: 5.0621 2020-10-23 19:09:40,104 - mmaction - INFO - Epoch [16][920/1492] lr: 1.000e-02, eta: 1 day, 19:35:33, time: 1.096, data_time: 0.002, memory: 5812, loss_cls: 7.0441, loss: 7.0441, grad_norm: 4.9764 2020-10-23 19:10:01,471 - mmaction - INFO - Epoch [16][940/1492] lr: 1.000e-02, eta: 1 day, 19:34:49, time: 1.067, data_time: 0.006, memory: 5812, loss_cls: 6.9018, loss: 6.9018, grad_norm: 4.8843 2020-10-23 19:10:23,795 - mmaction - INFO - Epoch [16][960/1492] lr: 1.000e-02, eta: 1 day, 19:34:10, time: 1.121, data_time: 0.005, memory: 5812, loss_cls: 6.8869, loss: 6.8869, grad_norm: 4.8764 2020-10-23 19:10:45,581 - mmaction - INFO - Epoch [16][980/1492] lr: 1.000e-02, eta: 1 day, 19:33:29, time: 1.089, data_time: 0.001, memory: 5812, loss_cls: 6.9167, loss: 6.9167, grad_norm: 4.9238 2020-10-23 19:11:07,010 - mmaction - INFO - Epoch [16][1000/1492] lr: 1.000e-02, eta: 1 day, 19:32:45, time: 1.070, data_time: 0.004, memory: 5812, loss_cls: 6.9931, loss: 6.9931, grad_norm: 4.9033 2020-10-23 19:11:29,220 - mmaction - INFO - Epoch [16][1020/1492] lr: 1.000e-02, eta: 1 day, 19:32:05, time: 1.109, data_time: 0.005, memory: 5812, loss_cls: 6.9831, loss: 6.9831, grad_norm: 4.8528 2020-10-23 19:11:51,831 - mmaction - INFO - Epoch [16][1040/1492] lr: 1.000e-02, eta: 1 day, 19:31:28, time: 1.132, data_time: 0.005, memory: 5812, loss_cls: 6.9111, loss: 6.9111, grad_norm: 4.9688 2020-10-23 19:12:13,965 - mmaction - INFO - Epoch [16][1060/1492] lr: 1.000e-02, eta: 1 day, 19:30:48, time: 1.105, data_time: 0.005, memory: 5812, loss_cls: 6.8959, loss: 6.8959, grad_norm: 4.9680 2020-10-23 19:12:36,137 - mmaction - INFO - Epoch [16][1080/1492] lr: 1.000e-02, eta: 1 day, 19:30:07, time: 1.101, data_time: 0.005, memory: 5812, loss_cls: 6.8081, loss: 6.8081, grad_norm: 4.8559 2020-10-23 19:12:57,296 - mmaction - INFO - Epoch [16][1100/1492] lr: 1.000e-02, eta: 1 day, 19:29:24, time: 1.069, data_time: 0.012, memory: 5812, loss_cls: 7.0025, loss: 7.0025, grad_norm: 4.8286 2020-10-23 19:13:19,414 - mmaction - INFO - Epoch [16][1120/1492] lr: 1.000e-02, eta: 1 day, 19:28:44, time: 1.105, data_time: 0.003, memory: 5812, loss_cls: 6.8595, loss: 6.8595, grad_norm: 4.9826 2020-10-23 19:13:41,490 - mmaction - INFO - Epoch [16][1140/1492] lr: 1.000e-02, eta: 1 day, 19:28:04, time: 1.104, data_time: 0.001, memory: 5812, loss_cls: 6.7406, loss: 6.7406, grad_norm: 4.8716 2020-10-23 19:14:02,944 - mmaction - INFO - Epoch [16][1160/1492] lr: 1.000e-02, eta: 1 day, 19:27:20, time: 1.067, data_time: 0.001, memory: 5812, loss_cls: 6.9463, loss: 6.9463, grad_norm: 4.8932 2020-10-23 19:14:25,023 - mmaction - INFO - Epoch [16][1180/1492] lr: 1.000e-02, eta: 1 day, 19:26:41, time: 1.110, data_time: 0.007, memory: 5812, loss_cls: 6.8826, loss: 6.8826, grad_norm: 4.7151 2020-10-23 19:14:47,434 - mmaction - INFO - Epoch [16][1200/1492] lr: 1.000e-02, eta: 1 day, 19:26:02, time: 1.112, data_time: 0.003, memory: 5812, loss_cls: 6.8087, loss: 6.8087, grad_norm: 4.8458 2020-10-23 19:15:09,320 - mmaction - INFO - Epoch [16][1220/1492] lr: 1.000e-02, eta: 1 day, 19:25:21, time: 1.097, data_time: 0.011, memory: 5812, loss_cls: 7.0678, loss: 7.0678, grad_norm: 4.8667 2020-10-23 19:15:31,203 - mmaction - INFO - Epoch [16][1240/1492] lr: 1.000e-02, eta: 1 day, 19:24:40, time: 1.095, data_time: 0.007, memory: 5812, loss_cls: 6.7976, loss: 6.7976, grad_norm: 4.7394 2020-10-23 19:15:52,840 - mmaction - INFO - Epoch [16][1260/1492] lr: 1.000e-02, eta: 1 day, 19:23:58, time: 1.082, data_time: 0.007, memory: 5812, loss_cls: 6.8931, loss: 6.8931, grad_norm: 4.8815 2020-10-23 19:16:14,745 - mmaction - INFO - Epoch [16][1280/1492] lr: 1.000e-02, eta: 1 day, 19:23:17, time: 1.092, data_time: 0.006, memory: 5812, loss_cls: 6.9004, loss: 6.9004, grad_norm: 4.8006 2020-10-23 19:16:37,053 - mmaction - INFO - Epoch [16][1300/1492] lr: 1.000e-02, eta: 1 day, 19:22:39, time: 1.119, data_time: 0.010, memory: 5812, loss_cls: 6.9347, loss: 6.9347, grad_norm: 4.8015 2020-10-23 19:16:59,059 - mmaction - INFO - Epoch [16][1320/1492] lr: 1.000e-02, eta: 1 day, 19:21:59, time: 1.102, data_time: 0.006, memory: 5812, loss_cls: 6.9307, loss: 6.9307, grad_norm: 4.8736 2020-10-23 19:17:20,920 - mmaction - INFO - Epoch [16][1340/1492] lr: 1.000e-02, eta: 1 day, 19:21:18, time: 1.093, data_time: 0.005, memory: 5812, loss_cls: 6.9920, loss: 6.9920, grad_norm: 4.8823 2020-10-23 19:17:42,699 - mmaction - INFO - Epoch [16][1360/1492] lr: 1.000e-02, eta: 1 day, 19:20:37, time: 1.089, data_time: 0.005, memory: 5812, loss_cls: 6.9920, loss: 6.9920, grad_norm: 4.8930 2020-10-23 19:18:04,671 - mmaction - INFO - Epoch [16][1380/1492] lr: 1.000e-02, eta: 1 day, 19:19:56, time: 1.093, data_time: 0.006, memory: 5812, loss_cls: 6.8778, loss: 6.8778, grad_norm: 4.9145 2020-10-23 19:18:26,630 - mmaction - INFO - Epoch [16][1400/1492] lr: 1.000e-02, eta: 1 day, 19:19:16, time: 1.099, data_time: 0.010, memory: 5812, loss_cls: 6.9592, loss: 6.9592, grad_norm: 4.9035 2020-10-23 19:18:48,713 - mmaction - INFO - Epoch [16][1420/1492] lr: 1.000e-02, eta: 1 day, 19:18:37, time: 1.111, data_time: 0.010, memory: 5812, loss_cls: 6.8721, loss: 6.8721, grad_norm: 4.7691 2020-10-23 19:19:10,762 - mmaction - INFO - Epoch [16][1440/1492] lr: 1.000e-02, eta: 1 day, 19:17:57, time: 1.103, data_time: 0.002, memory: 5812, loss_cls: 7.0039, loss: 7.0039, grad_norm: 4.7959 2020-10-23 19:19:32,906 - mmaction - INFO - Epoch [16][1460/1492] lr: 1.000e-02, eta: 1 day, 19:17:18, time: 1.107, data_time: 0.003, memory: 5812, loss_cls: 6.8713, loss: 6.8713, grad_norm: 4.8188 2020-10-23 19:19:54,918 - mmaction - INFO - Epoch [16][1480/1492] lr: 1.000e-02, eta: 1 day, 19:16:38, time: 1.095, data_time: 0.001, memory: 5812, loss_cls: 6.7872, loss: 6.7872, grad_norm: 4.8326 2020-10-23 19:20:44,253 - mmaction - INFO - Epoch [17][20/1492] lr: 1.000e-02, eta: 1 day, 19:15:39, time: 1.811, data_time: 1.210, memory: 5812, loss_cls: 6.8733, loss: 6.8733, grad_norm: 4.8118 2020-10-23 19:21:09,194 - mmaction - INFO - Epoch [17][40/1492] lr: 1.000e-02, eta: 1 day, 19:15:15, time: 1.248, data_time: 0.138, memory: 5812, loss_cls: 6.8717, loss: 6.8717, grad_norm: 4.7580 2020-10-23 19:21:30,810 - mmaction - INFO - Epoch [17][60/1492] lr: 1.000e-02, eta: 1 day, 19:14:33, time: 1.076, data_time: 0.003, memory: 5812, loss_cls: 6.9429, loss: 6.9429, grad_norm: 4.8150 2020-10-23 19:21:52,851 - mmaction - INFO - Epoch [17][80/1492] lr: 1.000e-02, eta: 1 day, 19:13:53, time: 1.103, data_time: 0.006, memory: 5812, loss_cls: 6.8870, loss: 6.8870, grad_norm: 4.8459 2020-10-23 19:22:14,387 - mmaction - INFO - Epoch [17][100/1492] lr: 1.000e-02, eta: 1 day, 19:13:11, time: 1.076, data_time: 0.005, memory: 5812, loss_cls: 6.7596, loss: 6.7596, grad_norm: 4.8311 2020-10-23 19:22:36,421 - mmaction - INFO - Epoch [17][120/1492] lr: 1.000e-02, eta: 1 day, 19:12:31, time: 1.095, data_time: 0.008, memory: 5812, loss_cls: 6.8514, loss: 6.8514, grad_norm: 4.9507 2020-10-23 19:22:58,211 - mmaction - INFO - Epoch [17][140/1492] lr: 1.000e-02, eta: 1 day, 19:11:50, time: 1.094, data_time: 0.015, memory: 5812, loss_cls: 6.9298, loss: 6.9298, grad_norm: 4.9215 2020-10-23 19:23:20,200 - mmaction - INFO - Epoch [17][160/1492] lr: 1.000e-02, eta: 1 day, 19:11:11, time: 1.099, data_time: 0.009, memory: 5812, loss_cls: 6.9333, loss: 6.9333, grad_norm: 4.9813 2020-10-23 19:23:42,152 - mmaction - INFO - Epoch [17][180/1492] lr: 1.000e-02, eta: 1 day, 19:10:31, time: 1.104, data_time: 0.009, memory: 5812, loss_cls: 6.7812, loss: 6.7812, grad_norm: 4.8264 2020-10-23 19:24:04,540 - mmaction - INFO - Epoch [17][200/1492] lr: 1.000e-02, eta: 1 day, 19:09:53, time: 1.116, data_time: 0.004, memory: 5812, loss_cls: 6.9438, loss: 6.9438, grad_norm: 4.9322 2020-10-23 19:24:26,068 - mmaction - INFO - Epoch [17][220/1492] lr: 1.000e-02, eta: 1 day, 19:09:12, time: 1.078, data_time: 0.007, memory: 5812, loss_cls: 6.7502, loss: 6.7502, grad_norm: 4.7940 2020-10-23 19:24:48,313 - mmaction - INFO - Epoch [17][240/1492] lr: 1.000e-02, eta: 1 day, 19:08:33, time: 1.111, data_time: 0.004, memory: 5812, loss_cls: 6.7784, loss: 6.7784, grad_norm: 4.8258 2020-10-23 19:25:10,334 - mmaction - INFO - Epoch [17][260/1492] lr: 1.000e-02, eta: 1 day, 19:07:54, time: 1.104, data_time: 0.007, memory: 5812, loss_cls: 6.9626, loss: 6.9626, grad_norm: 4.8638 2020-10-23 19:25:32,106 - mmaction - INFO - Epoch [17][280/1492] lr: 1.000e-02, eta: 1 day, 19:07:13, time: 1.082, data_time: 0.002, memory: 5812, loss_cls: 6.9300, loss: 6.9300, grad_norm: 4.8610 2020-10-23 19:25:54,789 - mmaction - INFO - Epoch [17][300/1492] lr: 1.000e-02, eta: 1 day, 19:06:37, time: 1.139, data_time: 0.010, memory: 5812, loss_cls: 6.7889, loss: 6.7889, grad_norm: 4.8910 2020-10-23 19:26:16,245 - mmaction - INFO - Epoch [17][320/1492] lr: 1.000e-02, eta: 1 day, 19:05:55, time: 1.073, data_time: 0.005, memory: 5812, loss_cls: 6.7126, loss: 6.7126, grad_norm: 4.8266 2020-10-23 19:26:37,963 - mmaction - INFO - Epoch [17][340/1492] lr: 1.000e-02, eta: 1 day, 19:05:14, time: 1.088, data_time: 0.007, memory: 5812, loss_cls: 6.9744, loss: 6.9744, grad_norm: 4.9453 2020-10-23 19:26:59,810 - mmaction - INFO - Epoch [17][360/1492] lr: 1.000e-02, eta: 1 day, 19:04:33, time: 1.082, data_time: 0.002, memory: 5812, loss_cls: 6.8345, loss: 6.8345, grad_norm: 4.8691 2020-10-23 19:27:21,446 - mmaction - INFO - Epoch [17][380/1492] lr: 1.000e-02, eta: 1 day, 19:03:53, time: 1.092, data_time: 0.017, memory: 5812, loss_cls: 6.9305, loss: 6.9305, grad_norm: 4.9265 2020-10-23 19:27:43,252 - mmaction - INFO - Epoch [17][400/1492] lr: 1.000e-02, eta: 1 day, 19:03:13, time: 1.089, data_time: 0.001, memory: 5812, loss_cls: 7.0261, loss: 7.0261, grad_norm: 4.8994 2020-10-23 19:28:04,876 - mmaction - INFO - Epoch [17][420/1492] lr: 1.000e-02, eta: 1 day, 19:02:31, time: 1.079, data_time: 0.007, memory: 5812, loss_cls: 6.7880, loss: 6.7880, grad_norm: 4.7864 2020-10-23 19:28:27,020 - mmaction - INFO - Epoch [17][440/1492] lr: 1.000e-02, eta: 1 day, 19:01:53, time: 1.108, data_time: 0.006, memory: 5812, loss_cls: 6.8856, loss: 6.8856, grad_norm: 4.8747 2020-10-23 19:28:48,961 - mmaction - INFO - Epoch [17][460/1492] lr: 1.000e-02, eta: 1 day, 19:01:14, time: 1.099, data_time: 0.003, memory: 5812, loss_cls: 6.7807, loss: 6.7807, grad_norm: 4.8483 2020-10-23 19:29:10,745 - mmaction - INFO - Epoch [17][480/1492] lr: 1.000e-02, eta: 1 day, 19:00:32, time: 1.081, data_time: 0.001, memory: 5812, loss_cls: 6.8938, loss: 6.8938, grad_norm: 4.8997 2020-10-23 19:29:32,326 - mmaction - INFO - Epoch [17][500/1492] lr: 1.000e-02, eta: 1 day, 18:59:52, time: 1.088, data_time: 0.010, memory: 5812, loss_cls: 6.9580, loss: 6.9580, grad_norm: 4.8804 2020-10-23 19:29:54,542 - mmaction - INFO - Epoch [17][520/1492] lr: 1.000e-02, eta: 1 day, 18:59:13, time: 1.105, data_time: 0.002, memory: 5812, loss_cls: 6.9187, loss: 6.9187, grad_norm: 4.9846 2020-10-23 19:30:16,482 - mmaction - INFO - Epoch [17][540/1492] lr: 1.000e-02, eta: 1 day, 18:58:34, time: 1.096, data_time: 0.007, memory: 5812, loss_cls: 6.9472, loss: 6.9472, grad_norm: 4.9518 2020-10-23 19:30:38,286 - mmaction - INFO - Epoch [17][560/1492] lr: 1.000e-02, eta: 1 day, 18:57:54, time: 1.094, data_time: 0.010, memory: 5812, loss_cls: 6.9362, loss: 6.9362, grad_norm: 4.8581 2020-10-23 19:31:00,257 - mmaction - INFO - Epoch [17][580/1492] lr: 1.000e-02, eta: 1 day, 18:57:15, time: 1.096, data_time: 0.006, memory: 5812, loss_cls: 6.9271, loss: 6.9271, grad_norm: 4.9195 2020-10-23 19:31:22,408 - mmaction - INFO - Epoch [17][600/1492] lr: 1.000e-02, eta: 1 day, 18:56:37, time: 1.110, data_time: 0.018, memory: 5812, loss_cls: 6.8656, loss: 6.8656, grad_norm: 4.8161 2020-10-23 19:31:43,975 - mmaction - INFO - Epoch [17][620/1492] lr: 1.000e-02, eta: 1 day, 18:55:56, time: 1.080, data_time: 0.006, memory: 5812, loss_cls: 6.8139, loss: 6.8139, grad_norm: 4.8950 2020-10-23 19:32:05,915 - mmaction - INFO - Epoch [17][640/1492] lr: 1.000e-02, eta: 1 day, 18:55:16, time: 1.095, data_time: 0.004, memory: 5812, loss_cls: 7.0062, loss: 7.0062, grad_norm: 4.9009 2020-10-23 19:32:28,225 - mmaction - INFO - Epoch [17][660/1492] lr: 1.000e-02, eta: 1 day, 18:54:39, time: 1.119, data_time: 0.007, memory: 5812, loss_cls: 6.8641, loss: 6.8641, grad_norm: 4.8890 2020-10-23 19:32:49,574 - mmaction - INFO - Epoch [17][680/1492] lr: 1.000e-02, eta: 1 day, 18:53:57, time: 1.066, data_time: 0.003, memory: 5812, loss_cls: 6.8958, loss: 6.8958, grad_norm: 4.7953 2020-10-23 19:33:11,835 - mmaction - INFO - Epoch [17][700/1492] lr: 1.000e-02, eta: 1 day, 18:53:19, time: 1.109, data_time: 0.004, memory: 5812, loss_cls: 6.7359, loss: 6.7359, grad_norm: 4.7863 2020-10-23 19:33:34,093 - mmaction - INFO - Epoch [17][720/1492] lr: 1.000e-02, eta: 1 day, 18:52:41, time: 1.112, data_time: 0.011, memory: 5812, loss_cls: 6.8485, loss: 6.8485, grad_norm: 4.8655 2020-10-23 19:33:56,173 - mmaction - INFO - Epoch [17][740/1492] lr: 1.000e-02, eta: 1 day, 18:52:03, time: 1.110, data_time: 0.009, memory: 5812, loss_cls: 6.7369, loss: 6.7369, grad_norm: 4.7908 2020-10-23 19:34:18,274 - mmaction - INFO - Epoch [17][760/1492] lr: 1.000e-02, eta: 1 day, 18:51:25, time: 1.102, data_time: 0.003, memory: 5812, loss_cls: 6.8569, loss: 6.8569, grad_norm: 4.8692 2020-10-23 19:34:40,370 - mmaction - INFO - Epoch [17][780/1492] lr: 1.000e-02, eta: 1 day, 18:50:47, time: 1.106, data_time: 0.003, memory: 5812, loss_cls: 6.8211, loss: 6.8211, grad_norm: 4.8856 2020-10-23 19:35:02,318 - mmaction - INFO - Epoch [17][800/1492] lr: 1.000e-02, eta: 1 day, 18:50:07, time: 1.093, data_time: 0.003, memory: 5812, loss_cls: 6.9168, loss: 6.9168, grad_norm: 4.8589 2020-10-23 19:35:24,213 - mmaction - INFO - Epoch [17][820/1492] lr: 1.000e-02, eta: 1 day, 18:49:28, time: 1.098, data_time: 0.012, memory: 5812, loss_cls: 6.7479, loss: 6.7479, grad_norm: 4.8198 2020-10-23 19:35:46,495 - mmaction - INFO - Epoch [17][840/1492] lr: 1.000e-02, eta: 1 day, 18:48:51, time: 1.110, data_time: 0.005, memory: 5812, loss_cls: 6.8051, loss: 6.8051, grad_norm: 4.8693 2020-10-23 19:36:07,633 - mmaction - INFO - Epoch [17][860/1492] lr: 1.000e-02, eta: 1 day, 18:48:08, time: 1.061, data_time: 0.009, memory: 5812, loss_cls: 6.7873, loss: 6.7873, grad_norm: 4.8610 2020-10-23 19:36:28,918 - mmaction - INFO - Epoch [17][880/1492] lr: 1.000e-02, eta: 1 day, 18:47:26, time: 1.066, data_time: 0.005, memory: 5812, loss_cls: 7.0353, loss: 7.0353, grad_norm: 4.9437 2020-10-23 19:36:51,263 - mmaction - INFO - Epoch [17][900/1492] lr: 1.000e-02, eta: 1 day, 18:46:49, time: 1.117, data_time: 0.003, memory: 5812, loss_cls: 7.0078, loss: 7.0078, grad_norm: 4.7723 2020-10-23 19:37:13,277 - mmaction - INFO - Epoch [17][920/1492] lr: 1.000e-02, eta: 1 day, 18:46:10, time: 1.093, data_time: 0.004, memory: 5812, loss_cls: 6.7845, loss: 6.7845, grad_norm: 4.8380 2020-10-23 19:37:34,607 - mmaction - INFO - Epoch [17][940/1492] lr: 1.000e-02, eta: 1 day, 18:45:28, time: 1.071, data_time: 0.011, memory: 5812, loss_cls: 6.9290, loss: 6.9290, grad_norm: 4.9217 2020-10-23 19:37:56,508 - mmaction - INFO - Epoch [17][960/1492] lr: 1.000e-02, eta: 1 day, 18:44:49, time: 1.095, data_time: 0.008, memory: 5812, loss_cls: 6.8703, loss: 6.8703, grad_norm: 4.9091 2020-10-23 19:38:18,498 - mmaction - INFO - Epoch [17][980/1492] lr: 1.000e-02, eta: 1 day, 18:44:11, time: 1.101, data_time: 0.006, memory: 5812, loss_cls: 6.9556, loss: 6.9556, grad_norm: 4.9243 2020-10-23 19:38:41,154 - mmaction - INFO - Epoch [17][1000/1492] lr: 1.000e-02, eta: 1 day, 18:43:35, time: 1.127, data_time: 0.006, memory: 5812, loss_cls: 6.8609, loss: 6.8609, grad_norm: 4.8129 2020-10-23 19:39:02,572 - mmaction - INFO - Epoch [17][1020/1492] lr: 1.000e-02, eta: 1 day, 18:42:54, time: 1.070, data_time: 0.013, memory: 5812, loss_cls: 6.8653, loss: 6.8653, grad_norm: 4.8544 2020-10-23 19:39:23,954 - mmaction - INFO - Epoch [17][1040/1492] lr: 1.000e-02, eta: 1 day, 18:42:13, time: 1.076, data_time: 0.011, memory: 5812, loss_cls: 6.8899, loss: 6.8899, grad_norm: 4.9551 2020-10-23 19:39:46,174 - mmaction - INFO - Epoch [17][1060/1492] lr: 1.000e-02, eta: 1 day, 18:41:36, time: 1.110, data_time: 0.004, memory: 5812, loss_cls: 6.8203, loss: 6.8203, grad_norm: 4.8751 2020-10-23 19:40:07,848 - mmaction - INFO - Epoch [17][1080/1492] lr: 1.000e-02, eta: 1 day, 18:40:56, time: 1.084, data_time: 0.007, memory: 5812, loss_cls: 6.8949, loss: 6.8949, grad_norm: 4.8990 2020-10-23 19:40:29,800 - mmaction - INFO - Epoch [17][1100/1492] lr: 1.000e-02, eta: 1 day, 18:40:17, time: 1.097, data_time: 0.005, memory: 5812, loss_cls: 6.8581, loss: 6.8581, grad_norm: 4.9417 2020-10-23 19:40:51,501 - mmaction - INFO - Epoch [17][1120/1492] lr: 1.000e-02, eta: 1 day, 18:39:36, time: 1.077, data_time: 0.003, memory: 5812, loss_cls: 6.8556, loss: 6.8556, grad_norm: 4.8832 2020-10-23 19:41:13,332 - mmaction - INFO - Epoch [17][1140/1492] lr: 1.000e-02, eta: 1 day, 18:38:58, time: 1.096, data_time: 0.011, memory: 5812, loss_cls: 6.9924, loss: 6.9924, grad_norm: 4.9846 2020-10-23 19:41:35,805 - mmaction - INFO - Epoch [17][1160/1492] lr: 1.000e-02, eta: 1 day, 18:38:22, time: 1.127, data_time: 0.007, memory: 5812, loss_cls: 6.8997, loss: 6.8997, grad_norm: 4.8682 2020-10-23 19:41:57,338 - mmaction - INFO - Epoch [17][1180/1492] lr: 1.000e-02, eta: 1 day, 18:37:41, time: 1.074, data_time: 0.003, memory: 5812, loss_cls: 6.8189, loss: 6.8189, grad_norm: 4.9522 2020-10-23 19:42:19,595 - mmaction - INFO - Epoch [17][1200/1492] lr: 1.000e-02, eta: 1 day, 18:37:05, time: 1.113, data_time: 0.006, memory: 5812, loss_cls: 6.9050, loss: 6.9050, grad_norm: 4.8335 2020-10-23 19:42:40,966 - mmaction - INFO - Epoch [17][1220/1492] lr: 1.000e-02, eta: 1 day, 18:36:24, time: 1.071, data_time: 0.006, memory: 5812, loss_cls: 6.9182, loss: 6.9182, grad_norm: 4.9703 2020-10-23 19:43:02,413 - mmaction - INFO - Epoch [17][1240/1492] lr: 1.000e-02, eta: 1 day, 18:35:43, time: 1.072, data_time: 0.005, memory: 5812, loss_cls: 6.9432, loss: 6.9432, grad_norm: 4.8859 2020-10-23 19:43:24,411 - mmaction - INFO - Epoch [17][1260/1492] lr: 1.000e-02, eta: 1 day, 18:35:04, time: 1.098, data_time: 0.003, memory: 5812, loss_cls: 6.8374, loss: 6.8374, grad_norm: 4.8876 2020-10-23 19:43:46,670 - mmaction - INFO - Epoch [17][1280/1492] lr: 1.000e-02, eta: 1 day, 18:34:28, time: 1.115, data_time: 0.005, memory: 5812, loss_cls: 6.9708, loss: 6.9708, grad_norm: 5.0029 2020-10-23 19:44:08,654 - mmaction - INFO - Epoch [17][1300/1492] lr: 1.000e-02, eta: 1 day, 18:33:49, time: 1.095, data_time: 0.002, memory: 5812, loss_cls: 6.7996, loss: 6.7996, grad_norm: 4.7975 2020-10-23 19:44:30,485 - mmaction - INFO - Epoch [17][1320/1492] lr: 1.000e-02, eta: 1 day, 18:33:10, time: 1.090, data_time: 0.007, memory: 5812, loss_cls: 6.8143, loss: 6.8143, grad_norm: 4.8365 2020-10-23 19:44:52,628 - mmaction - INFO - Epoch [17][1340/1492] lr: 1.000e-02, eta: 1 day, 18:32:33, time: 1.112, data_time: 0.008, memory: 5812, loss_cls: 6.7561, loss: 6.7561, grad_norm: 4.7810 2020-10-23 19:45:14,348 - mmaction - INFO - Epoch [17][1360/1492] lr: 1.000e-02, eta: 1 day, 18:31:54, time: 1.086, data_time: 0.003, memory: 5812, loss_cls: 6.8650, loss: 6.8650, grad_norm: 4.8638 2020-10-23 19:45:36,638 - mmaction - INFO - Epoch [17][1380/1492] lr: 1.000e-02, eta: 1 day, 18:31:17, time: 1.112, data_time: 0.003, memory: 5812, loss_cls: 6.8504, loss: 6.8504, grad_norm: 4.8058 2020-10-23 19:45:58,443 - mmaction - INFO - Epoch [17][1400/1492] lr: 1.000e-02, eta: 1 day, 18:30:39, time: 1.094, data_time: 0.005, memory: 5812, loss_cls: 6.7991, loss: 6.7991, grad_norm: 4.7782 2020-10-23 19:46:20,324 - mmaction - INFO - Epoch [17][1420/1492] lr: 1.000e-02, eta: 1 day, 18:30:00, time: 1.093, data_time: 0.005, memory: 5812, loss_cls: 6.8788, loss: 6.8788, grad_norm: 4.8242 2020-10-23 19:46:42,024 - mmaction - INFO - Epoch [17][1440/1492] lr: 1.000e-02, eta: 1 day, 18:29:21, time: 1.086, data_time: 0.004, memory: 5812, loss_cls: 6.9521, loss: 6.9521, grad_norm: 4.9400 2020-10-23 19:47:04,138 - mmaction - INFO - Epoch [17][1460/1492] lr: 1.000e-02, eta: 1 day, 18:28:43, time: 1.105, data_time: 0.002, memory: 5812, loss_cls: 6.9283, loss: 6.9283, grad_norm: 4.9396 2020-10-23 19:47:26,416 - mmaction - INFO - Epoch [17][1480/1492] lr: 1.000e-02, eta: 1 day, 18:28:05, time: 1.096, data_time: 0.003, memory: 5812, loss_cls: 6.9114, loss: 6.9114, grad_norm: 4.8398 2020-10-23 19:48:17,151 - mmaction - INFO - Epoch [18][20/1492] lr: 1.000e-02, eta: 1 day, 18:27:20, time: 1.922, data_time: 0.846, memory: 5812, loss_cls: 6.8446, loss: 6.8446, grad_norm: 4.8791 2020-10-23 19:48:39,690 - mmaction - INFO - Epoch [18][40/1492] lr: 1.000e-02, eta: 1 day, 18:26:45, time: 1.127, data_time: 0.015, memory: 5812, loss_cls: 6.9276, loss: 6.9276, grad_norm: 4.8568 2020-10-23 19:49:02,427 - mmaction - INFO - Epoch [18][60/1492] lr: 1.000e-02, eta: 1 day, 18:26:11, time: 1.134, data_time: 0.001, memory: 5812, loss_cls: 6.7843, loss: 6.7843, grad_norm: 4.7554 2020-10-23 19:49:25,186 - mmaction - INFO - Epoch [18][80/1492] lr: 1.000e-02, eta: 1 day, 18:25:37, time: 1.139, data_time: 0.004, memory: 5812, loss_cls: 6.7637, loss: 6.7637, grad_norm: 4.9858 2020-10-23 19:49:48,658 - mmaction - INFO - Epoch [18][100/1492] lr: 1.000e-02, eta: 1 day, 18:25:06, time: 1.174, data_time: 0.003, memory: 5812, loss_cls: 6.8674, loss: 6.8674, grad_norm: 4.9215 2020-10-23 19:50:11,600 - mmaction - INFO - Epoch [18][120/1492] lr: 1.000e-02, eta: 1 day, 18:24:33, time: 1.148, data_time: 0.004, memory: 5812, loss_cls: 6.7656, loss: 6.7656, grad_norm: 4.8359 2020-10-23 19:50:34,179 - mmaction - INFO - Epoch [18][140/1492] lr: 1.000e-02, eta: 1 day, 18:23:58, time: 1.124, data_time: 0.001, memory: 5812, loss_cls: 6.8981, loss: 6.8981, grad_norm: 4.8707 2020-10-23 19:50:56,413 - mmaction - INFO - Epoch [18][160/1492] lr: 1.000e-02, eta: 1 day, 18:23:22, time: 1.116, data_time: 0.007, memory: 5812, loss_cls: 6.8728, loss: 6.8728, grad_norm: 4.8592 2020-10-23 19:51:18,568 - mmaction - INFO - Epoch [18][180/1492] lr: 1.000e-02, eta: 1 day, 18:22:45, time: 1.107, data_time: 0.005, memory: 5812, loss_cls: 6.7102, loss: 6.7102, grad_norm: 4.8383 2020-10-23 19:51:41,314 - mmaction - INFO - Epoch [18][200/1492] lr: 1.000e-02, eta: 1 day, 18:22:11, time: 1.139, data_time: 0.002, memory: 5812, loss_cls: 6.9946, loss: 6.9946, grad_norm: 4.9681 2020-10-23 19:52:02,555 - mmaction - INFO - Epoch [18][220/1492] lr: 1.000e-02, eta: 1 day, 18:21:30, time: 1.061, data_time: 0.002, memory: 5812, loss_cls: 6.8093, loss: 6.8093, grad_norm: 4.8704 2020-10-23 19:52:24,533 - mmaction - INFO - Epoch [18][240/1492] lr: 1.000e-02, eta: 1 day, 18:20:52, time: 1.098, data_time: 0.002, memory: 5812, loss_cls: 6.8624, loss: 6.8624, grad_norm: 4.9320 2020-10-23 19:52:47,084 - mmaction - INFO - Epoch [18][260/1492] lr: 1.000e-02, eta: 1 day, 18:20:17, time: 1.126, data_time: 0.003, memory: 5812, loss_cls: 7.0421, loss: 7.0421, grad_norm: 4.9840 2020-10-23 19:53:09,375 - mmaction - INFO - Epoch [18][280/1492] lr: 1.000e-02, eta: 1 day, 18:19:41, time: 1.112, data_time: 0.006, memory: 5812, loss_cls: 6.7283, loss: 6.7283, grad_norm: 4.8249 2020-10-23 19:53:31,935 - mmaction - INFO - Epoch [18][300/1492] lr: 1.000e-02, eta: 1 day, 18:19:06, time: 1.129, data_time: 0.007, memory: 5812, loss_cls: 6.8542, loss: 6.8542, grad_norm: 4.8661 2020-10-23 19:53:54,511 - mmaction - INFO - Epoch [18][320/1492] lr: 1.000e-02, eta: 1 day, 18:18:31, time: 1.131, data_time: 0.005, memory: 5812, loss_cls: 6.8249, loss: 6.8249, grad_norm: 4.9281 2020-10-23 19:54:15,301 - mmaction - INFO - Epoch [18][340/1492] lr: 1.000e-02, eta: 1 day, 18:17:48, time: 1.041, data_time: 0.002, memory: 5812, loss_cls: 6.8155, loss: 6.8155, grad_norm: 4.8351 2020-10-23 19:54:35,393 - mmaction - INFO - Epoch [18][360/1492] lr: 1.000e-02, eta: 1 day, 18:17:02, time: 1.005, data_time: 0.001, memory: 5812, loss_cls: 6.8373, loss: 6.8373, grad_norm: 4.9273 2020-10-23 19:54:57,275 - mmaction - INFO - Epoch [18][380/1492] lr: 1.000e-02, eta: 1 day, 18:16:24, time: 1.092, data_time: 0.001, memory: 5812, loss_cls: 6.8904, loss: 6.8904, grad_norm: 4.8302 2020-10-23 19:55:19,549 - mmaction - INFO - Epoch [18][400/1492] lr: 1.000e-02, eta: 1 day, 18:15:47, time: 1.112, data_time: 0.002, memory: 5812, loss_cls: 6.8323, loss: 6.8323, grad_norm: 4.8950 2020-10-23 19:55:41,893 - mmaction - INFO - Epoch [18][420/1492] lr: 1.000e-02, eta: 1 day, 18:15:12, time: 1.120, data_time: 0.007, memory: 5812, loss_cls: 6.7100, loss: 6.7100, grad_norm: 4.8610 2020-10-23 19:56:03,897 - mmaction - INFO - Epoch [18][440/1492] lr: 1.000e-02, eta: 1 day, 18:14:35, time: 1.100, data_time: 0.004, memory: 5812, loss_cls: 6.8390, loss: 6.8390, grad_norm: 4.9415 2020-10-23 19:56:26,256 - mmaction - INFO - Epoch [18][460/1492] lr: 1.000e-02, eta: 1 day, 18:13:59, time: 1.116, data_time: 0.001, memory: 5812, loss_cls: 6.7262, loss: 6.7262, grad_norm: 4.8059 2020-10-23 19:56:48,187 - mmaction - INFO - Epoch [18][480/1492] lr: 1.000e-02, eta: 1 day, 18:13:21, time: 1.095, data_time: 0.006, memory: 5812, loss_cls: 6.9033, loss: 6.9033, grad_norm: 4.9984 2020-10-23 19:57:10,436 - mmaction - INFO - Epoch [18][500/1492] lr: 1.000e-02, eta: 1 day, 18:12:45, time: 1.112, data_time: 0.009, memory: 5812, loss_cls: 6.8640, loss: 6.8640, grad_norm: 4.9141 2020-10-23 19:57:32,379 - mmaction - INFO - Epoch [18][520/1492] lr: 1.000e-02, eta: 1 day, 18:12:08, time: 1.098, data_time: 0.008, memory: 5812, loss_cls: 6.8914, loss: 6.8914, grad_norm: 4.8613 2020-10-23 19:57:54,439 - mmaction - INFO - Epoch [18][540/1492] lr: 1.000e-02, eta: 1 day, 18:11:31, time: 1.104, data_time: 0.007, memory: 5812, loss_cls: 6.9097, loss: 6.9097, grad_norm: 4.9247 2020-10-23 19:58:16,177 - mmaction - INFO - Epoch [18][560/1492] lr: 1.000e-02, eta: 1 day, 18:10:52, time: 1.089, data_time: 0.005, memory: 5812, loss_cls: 6.8788, loss: 6.8788, grad_norm: 4.8204 2020-10-23 19:58:38,691 - mmaction - INFO - Epoch [18][580/1492] lr: 1.000e-02, eta: 1 day, 18:10:17, time: 1.116, data_time: 0.001, memory: 5812, loss_cls: 6.7977, loss: 6.7977, grad_norm: 4.8357 2020-10-23 19:59:00,531 - mmaction - INFO - Epoch [18][600/1492] lr: 1.000e-02, eta: 1 day, 18:09:40, time: 1.100, data_time: 0.013, memory: 5812, loss_cls: 6.8185, loss: 6.8185, grad_norm: 4.8413 2020-10-23 19:59:22,174 - mmaction - INFO - Epoch [18][620/1492] lr: 1.000e-02, eta: 1 day, 18:09:01, time: 1.084, data_time: 0.005, memory: 5812, loss_cls: 6.9302, loss: 6.9302, grad_norm: 4.8241 2020-10-23 19:59:44,444 - mmaction - INFO - Epoch [18][640/1492] lr: 1.000e-02, eta: 1 day, 18:08:24, time: 1.104, data_time: 0.003, memory: 5812, loss_cls: 6.7475, loss: 6.7475, grad_norm: 4.7732 2020-10-23 20:00:05,642 - mmaction - INFO - Epoch [18][660/1492] lr: 1.000e-02, eta: 1 day, 18:07:44, time: 1.069, data_time: 0.012, memory: 5812, loss_cls: 6.9137, loss: 6.9137, grad_norm: 4.8404 2020-10-23 20:00:27,957 - mmaction - INFO - Epoch [18][680/1492] lr: 1.000e-02, eta: 1 day, 18:07:08, time: 1.110, data_time: 0.001, memory: 5812, loss_cls: 6.9895, loss: 6.9895, grad_norm: 4.9646 2020-10-23 20:00:49,474 - mmaction - INFO - Epoch [18][700/1492] lr: 1.000e-02, eta: 1 day, 18:06:29, time: 1.072, data_time: 0.009, memory: 5812, loss_cls: 6.8179, loss: 6.8179, grad_norm: 4.8814 2020-10-23 20:01:11,271 - mmaction - INFO - Epoch [18][720/1492] lr: 1.000e-02, eta: 1 day, 18:05:51, time: 1.092, data_time: 0.011, memory: 5812, loss_cls: 6.8354, loss: 6.8354, grad_norm: 4.8377 2020-10-23 20:01:33,296 - mmaction - INFO - Epoch [18][740/1492] lr: 1.000e-02, eta: 1 day, 18:05:14, time: 1.106, data_time: 0.009, memory: 5812, loss_cls: 6.7824, loss: 6.7824, grad_norm: 4.9078 2020-10-23 20:01:54,817 - mmaction - INFO - Epoch [18][760/1492] lr: 1.000e-02, eta: 1 day, 18:04:35, time: 1.078, data_time: 0.005, memory: 5812, loss_cls: 6.9385, loss: 6.9385, grad_norm: 4.8957 2020-10-23 20:02:16,382 - mmaction - INFO - Epoch [18][780/1492] lr: 1.000e-02, eta: 1 day, 18:03:56, time: 1.078, data_time: 0.006, memory: 5812, loss_cls: 6.9117, loss: 6.9117, grad_norm: 4.9858 2020-10-23 20:02:38,616 - mmaction - INFO - Epoch [18][800/1492] lr: 1.000e-02, eta: 1 day, 18:03:21, time: 1.112, data_time: 0.002, memory: 5812, loss_cls: 7.0189, loss: 7.0189, grad_norm: 4.9399 2020-10-23 20:02:59,907 - mmaction - INFO - Epoch [18][820/1492] lr: 1.000e-02, eta: 1 day, 18:02:40, time: 1.061, data_time: 0.002, memory: 5812, loss_cls: 6.9278, loss: 6.9278, grad_norm: 4.9141 2020-10-23 20:03:21,681 - mmaction - INFO - Epoch [18][840/1492] lr: 1.000e-02, eta: 1 day, 18:02:02, time: 1.092, data_time: 0.007, memory: 5812, loss_cls: 6.8380, loss: 6.8380, grad_norm: 4.8645 2020-10-23 20:03:43,681 - mmaction - INFO - Epoch [18][860/1492] lr: 1.000e-02, eta: 1 day, 18:01:26, time: 1.099, data_time: 0.005, memory: 5812, loss_cls: 6.8249, loss: 6.8249, grad_norm: 4.8177 2020-10-23 20:04:06,016 - mmaction - INFO - Epoch [18][880/1492] lr: 1.000e-02, eta: 1 day, 18:00:50, time: 1.115, data_time: 0.004, memory: 5812, loss_cls: 6.7791, loss: 6.7791, grad_norm: 4.7567 2020-10-23 20:04:27,570 - mmaction - INFO - Epoch [18][900/1492] lr: 1.000e-02, eta: 1 day, 18:00:12, time: 1.082, data_time: 0.006, memory: 5812, loss_cls: 6.8706, loss: 6.8706, grad_norm: 4.7801 2020-10-23 20:04:48,968 - mmaction - INFO - Epoch [18][920/1492] lr: 1.000e-02, eta: 1 day, 17:59:31, time: 1.059, data_time: 0.002, memory: 5812, loss_cls: 6.7732, loss: 6.7732, grad_norm: 4.7759 2020-10-23 20:05:10,470 - mmaction - INFO - Epoch [18][940/1492] lr: 1.000e-02, eta: 1 day, 17:58:53, time: 1.085, data_time: 0.012, memory: 5812, loss_cls: 6.9785, loss: 6.9785, grad_norm: 4.9492 2020-10-23 20:05:31,586 - mmaction - INFO - Epoch [18][960/1492] lr: 1.000e-02, eta: 1 day, 17:58:12, time: 1.056, data_time: 0.003, memory: 5812, loss_cls: 6.8558, loss: 6.8558, grad_norm: 4.8955 2020-10-23 20:05:53,338 - mmaction - INFO - Epoch [18][980/1492] lr: 1.000e-02, eta: 1 day, 17:57:34, time: 1.084, data_time: 0.006, memory: 5812, loss_cls: 6.8261, loss: 6.8261, grad_norm: 4.8824 2020-10-23 20:06:13,823 - mmaction - INFO - Epoch [18][1000/1492] lr: 1.000e-02, eta: 1 day, 17:56:50, time: 1.025, data_time: 0.009, memory: 5812, loss_cls: 6.8280, loss: 6.8280, grad_norm: 4.9213 2020-10-23 20:06:35,415 - mmaction - INFO - Epoch [18][1020/1492] lr: 1.000e-02, eta: 1 day, 17:56:12, time: 1.077, data_time: 0.005, memory: 5812, loss_cls: 7.0664, loss: 7.0664, grad_norm: 5.0009 2020-10-23 20:06:56,971 - mmaction - INFO - Epoch [18][1040/1492] lr: 1.000e-02, eta: 1 day, 17:55:33, time: 1.083, data_time: 0.009, memory: 5812, loss_cls: 6.8048, loss: 6.8048, grad_norm: 4.8567 2020-10-23 20:07:18,170 - mmaction - INFO - Epoch [18][1060/1492] lr: 1.000e-02, eta: 1 day, 17:54:52, time: 1.054, data_time: 0.003, memory: 5812, loss_cls: 6.8571, loss: 6.8571, grad_norm: 4.8380 2020-10-23 20:07:39,596 - mmaction - INFO - Epoch [18][1080/1492] lr: 1.000e-02, eta: 1 day, 17:54:13, time: 1.067, data_time: 0.009, memory: 5812, loss_cls: 6.8704, loss: 6.8704, grad_norm: 4.8579 2020-10-23 20:08:01,035 - mmaction - INFO - Epoch [18][1100/1492] lr: 1.000e-02, eta: 1 day, 17:53:35, time: 1.084, data_time: 0.012, memory: 5812, loss_cls: 6.8127, loss: 6.8127, grad_norm: 4.7907 2020-10-23 20:08:22,840 - mmaction - INFO - Epoch [18][1120/1492] lr: 1.000e-02, eta: 1 day, 17:52:57, time: 1.083, data_time: 0.002, memory: 5812, loss_cls: 6.8975, loss: 6.8975, grad_norm: 4.7843 2020-10-23 20:08:44,095 - mmaction - INFO - Epoch [18][1140/1492] lr: 1.000e-02, eta: 1 day, 17:52:17, time: 1.069, data_time: 0.009, memory: 5812, loss_cls: 6.8940, loss: 6.8940, grad_norm: 4.8348 2020-10-23 20:09:05,418 - mmaction - INFO - Epoch [18][1160/1492] lr: 1.000e-02, eta: 1 day, 17:51:38, time: 1.063, data_time: 0.003, memory: 5812, loss_cls: 6.9111, loss: 6.9111, grad_norm: 4.8237 2020-10-23 20:09:26,666 - mmaction - INFO - Epoch [18][1180/1492] lr: 1.000e-02, eta: 1 day, 17:50:58, time: 1.066, data_time: 0.006, memory: 5812, loss_cls: 6.8381, loss: 6.8381, grad_norm: 4.7648 2020-10-23 20:09:48,646 - mmaction - INFO - Epoch [18][1200/1492] lr: 1.000e-02, eta: 1 day, 17:50:21, time: 1.099, data_time: 0.000, memory: 5812, loss_cls: 7.0166, loss: 7.0166, grad_norm: 4.8360 2020-10-23 20:10:09,833 - mmaction - INFO - Epoch [18][1220/1492] lr: 1.000e-02, eta: 1 day, 17:49:41, time: 1.059, data_time: 0.001, memory: 5812, loss_cls: 6.6647, loss: 6.6647, grad_norm: 4.8198 2020-10-23 20:10:31,655 - mmaction - INFO - Epoch [18][1240/1492] lr: 1.000e-02, eta: 1 day, 17:49:04, time: 1.087, data_time: 0.004, memory: 5812, loss_cls: 6.9271, loss: 6.9271, grad_norm: 4.9408 2020-10-23 20:10:53,069 - mmaction - INFO - Epoch [18][1260/1492] lr: 1.000e-02, eta: 1 day, 17:48:25, time: 1.075, data_time: 0.007, memory: 5812, loss_cls: 6.7328, loss: 6.7328, grad_norm: 4.8683 2020-10-23 20:11:14,744 - mmaction - INFO - Epoch [18][1280/1492] lr: 1.000e-02, eta: 1 day, 17:47:47, time: 1.083, data_time: 0.001, memory: 5812, loss_cls: 6.7706, loss: 6.7706, grad_norm: 4.8056 2020-10-23 20:11:36,422 - mmaction - INFO - Epoch [18][1300/1492] lr: 1.000e-02, eta: 1 day, 17:47:09, time: 1.076, data_time: 0.003, memory: 5812, loss_cls: 6.8276, loss: 6.8276, grad_norm: 4.9126 2020-10-23 20:11:58,300 - mmaction - INFO - Epoch [18][1320/1492] lr: 1.000e-02, eta: 1 day, 17:46:33, time: 1.102, data_time: 0.010, memory: 5812, loss_cls: 6.8596, loss: 6.8596, grad_norm: 4.8698 2020-10-23 20:12:19,563 - mmaction - INFO - Epoch [18][1340/1492] lr: 1.000e-02, eta: 1 day, 17:45:53, time: 1.063, data_time: 0.001, memory: 5812, loss_cls: 6.8588, loss: 6.8588, grad_norm: 4.8633 2020-10-23 20:12:41,185 - mmaction - INFO - Epoch [18][1360/1492] lr: 1.000e-02, eta: 1 day, 17:45:15, time: 1.077, data_time: 0.002, memory: 5812, loss_cls: 6.8332, loss: 6.8332, grad_norm: 4.9291 2020-10-23 20:13:02,791 - mmaction - INFO - Epoch [18][1380/1492] lr: 1.000e-02, eta: 1 day, 17:44:36, time: 1.076, data_time: 0.007, memory: 5812, loss_cls: 6.7250, loss: 6.7250, grad_norm: 4.8033 2020-10-23 20:13:23,001 - mmaction - INFO - Epoch [18][1400/1492] lr: 1.000e-02, eta: 1 day, 17:43:53, time: 1.020, data_time: 0.012, memory: 5812, loss_cls: 6.8799, loss: 6.8799, grad_norm: 4.8022 2020-10-23 20:13:43,954 - mmaction - INFO - Epoch [18][1420/1492] lr: 1.000e-02, eta: 1 day, 17:43:12, time: 1.048, data_time: 0.001, memory: 5812, loss_cls: 6.9349, loss: 6.9349, grad_norm: 4.9316 2020-10-23 20:14:05,735 - mmaction - INFO - Epoch [18][1440/1492] lr: 1.000e-02, eta: 1 day, 17:42:34, time: 1.084, data_time: 0.002, memory: 5812, loss_cls: 6.9115, loss: 6.9115, grad_norm: 4.8517 2020-10-23 20:14:26,900 - mmaction - INFO - Epoch [18][1460/1492] lr: 1.000e-02, eta: 1 day, 17:41:55, time: 1.064, data_time: 0.007, memory: 5812, loss_cls: 6.8829, loss: 6.8829, grad_norm: 4.8902 2020-10-23 20:14:49,371 - mmaction - INFO - Epoch [18][1480/1492] lr: 1.000e-02, eta: 1 day, 17:41:20, time: 1.121, data_time: 0.005, memory: 5812, loss_cls: 6.8808, loss: 6.8808, grad_norm: 4.8832 2020-10-23 20:15:38,741 - mmaction - INFO - Epoch [19][20/1492] lr: 1.000e-02, eta: 1 day, 17:40:30, time: 1.840, data_time: 1.360, memory: 5812, loss_cls: 6.7520, loss: 6.7520, grad_norm: 4.8182 2020-10-23 20:16:01,668 - mmaction - INFO - Epoch [19][40/1492] lr: 1.000e-02, eta: 1 day, 17:39:58, time: 1.146, data_time: 0.578, memory: 5812, loss_cls: 6.8852, loss: 6.8852, grad_norm: 4.9258 2020-10-23 20:16:23,867 - mmaction - INFO - Epoch [19][60/1492] lr: 1.000e-02, eta: 1 day, 17:39:23, time: 1.113, data_time: 0.533, memory: 5812, loss_cls: 6.9340, loss: 6.9340, grad_norm: 4.9480 2020-10-23 20:16:46,881 - mmaction - INFO - Epoch [19][80/1492] lr: 1.000e-02, eta: 1 day, 17:38:52, time: 1.153, data_time: 0.382, memory: 5812, loss_cls: 6.8012, loss: 6.8012, grad_norm: 4.8126 2020-10-23 20:17:09,109 - mmaction - INFO - Epoch [19][100/1492] lr: 1.000e-02, eta: 1 day, 17:38:17, time: 1.111, data_time: 0.316, memory: 5812, loss_cls: 6.7263, loss: 6.7263, grad_norm: 4.8637 2020-10-23 20:17:31,224 - mmaction - INFO - Epoch [19][120/1492] lr: 1.000e-02, eta: 1 day, 17:37:41, time: 1.100, data_time: 0.462, memory: 5812, loss_cls: 6.7622, loss: 6.7622, grad_norm: 4.8789 2020-10-23 20:17:54,505 - mmaction - INFO - Epoch [19][140/1492] lr: 1.000e-02, eta: 1 day, 17:37:12, time: 1.170, data_time: 0.259, memory: 5812, loss_cls: 6.8269, loss: 6.8269, grad_norm: 4.8230 2020-10-23 20:18:15,693 - mmaction - INFO - Epoch [19][160/1492] lr: 1.000e-02, eta: 1 day, 17:36:31, time: 1.052, data_time: 0.011, memory: 5812, loss_cls: 6.6991, loss: 6.6991, grad_norm: 4.8121 2020-10-23 20:18:37,798 - mmaction - INFO - Epoch [19][180/1492] lr: 1.000e-02, eta: 1 day, 17:35:56, time: 1.106, data_time: 0.010, memory: 5812, loss_cls: 6.8756, loss: 6.8756, grad_norm: 4.9933 2020-10-23 20:18:58,911 - mmaction - INFO - Epoch [19][200/1492] lr: 1.000e-02, eta: 1 day, 17:35:17, time: 1.061, data_time: 0.009, memory: 5812, loss_cls: 6.8863, loss: 6.8863, grad_norm: 4.9978 2020-10-23 20:19:21,062 - mmaction - INFO - Epoch [19][220/1492] lr: 1.000e-02, eta: 1 day, 17:34:41, time: 1.104, data_time: 0.003, memory: 5812, loss_cls: 6.7721, loss: 6.7721, grad_norm: 4.9323 2020-10-23 20:19:42,311 - mmaction - INFO - Epoch [19][240/1492] lr: 1.000e-02, eta: 1 day, 17:34:02, time: 1.067, data_time: 0.008, memory: 5812, loss_cls: 6.7101, loss: 6.7101, grad_norm: 4.8402 2020-10-23 20:20:04,630 - mmaction - INFO - Epoch [19][260/1492] lr: 1.000e-02, eta: 1 day, 17:33:27, time: 1.112, data_time: 0.007, memory: 5812, loss_cls: 6.6769, loss: 6.6769, grad_norm: 4.7491 2020-10-23 20:20:26,752 - mmaction - INFO - Epoch [19][280/1492] lr: 1.000e-02, eta: 1 day, 17:32:53, time: 1.111, data_time: 0.008, memory: 5812, loss_cls: 6.7570, loss: 6.7570, grad_norm: 4.9490 2020-10-23 20:20:48,171 - mmaction - INFO - Epoch [19][300/1492] lr: 1.000e-02, eta: 1 day, 17:32:14, time: 1.069, data_time: 0.002, memory: 5812, loss_cls: 6.8383, loss: 6.8383, grad_norm: 4.8797 2020-10-23 20:21:10,087 - mmaction - INFO - Epoch [19][320/1492] lr: 1.000e-02, eta: 1 day, 17:31:38, time: 1.093, data_time: 0.003, memory: 5812, loss_cls: 6.9653, loss: 6.9653, grad_norm: 4.9117 2020-10-23 20:21:32,142 - mmaction - INFO - Epoch [19][340/1492] lr: 1.000e-02, eta: 1 day, 17:31:02, time: 1.096, data_time: 0.010, memory: 5812, loss_cls: 6.8710, loss: 6.8710, grad_norm: 4.8583 2020-10-23 20:21:53,927 - mmaction - INFO - Epoch [19][360/1492] lr: 1.000e-02, eta: 1 day, 17:30:26, time: 1.099, data_time: 0.014, memory: 5812, loss_cls: 6.7896, loss: 6.7896, grad_norm: 4.8439 2020-10-23 20:22:15,261 - mmaction - INFO - Epoch [19][380/1492] lr: 1.000e-02, eta: 1 day, 17:29:47, time: 1.064, data_time: 0.004, memory: 5812, loss_cls: 6.8741, loss: 6.8741, grad_norm: 4.8323 2020-10-23 20:22:36,827 - mmaction - INFO - Epoch [19][400/1492] lr: 1.000e-02, eta: 1 day, 17:29:10, time: 1.083, data_time: 0.006, memory: 5812, loss_cls: 6.9178, loss: 6.9178, grad_norm: 4.8640 2020-10-23 20:22:58,343 - mmaction - INFO - Epoch [19][420/1492] lr: 1.000e-02, eta: 1 day, 17:28:32, time: 1.074, data_time: 0.003, memory: 5812, loss_cls: 6.6990, loss: 6.6990, grad_norm: 4.8014 2020-10-23 20:23:20,561 - mmaction - INFO - Epoch [19][440/1492] lr: 1.000e-02, eta: 1 day, 17:27:57, time: 1.112, data_time: 0.005, memory: 5812, loss_cls: 6.8968, loss: 6.8968, grad_norm: 4.9324 2020-10-23 20:23:42,258 - mmaction - INFO - Epoch [19][460/1492] lr: 1.000e-02, eta: 1 day, 17:27:20, time: 1.080, data_time: 0.002, memory: 5812, loss_cls: 6.7295, loss: 6.7295, grad_norm: 4.8145 2020-10-23 20:24:04,237 - mmaction - INFO - Epoch [19][480/1492] lr: 1.000e-02, eta: 1 day, 17:26:44, time: 1.102, data_time: 0.009, memory: 5812, loss_cls: 6.7795, loss: 6.7795, grad_norm: 4.8849 2020-10-23 20:24:26,136 - mmaction - INFO - Epoch [19][500/1492] lr: 1.000e-02, eta: 1 day, 17:26:09, time: 1.097, data_time: 0.007, memory: 5812, loss_cls: 6.7656, loss: 6.7656, grad_norm: 4.8138 2020-10-23 20:24:47,716 - mmaction - INFO - Epoch [19][520/1492] lr: 1.000e-02, eta: 1 day, 17:25:31, time: 1.076, data_time: 0.003, memory: 5812, loss_cls: 6.7857, loss: 6.7857, grad_norm: 4.9681 2020-10-23 20:25:09,813 - mmaction - INFO - Epoch [19][540/1492] lr: 1.000e-02, eta: 1 day, 17:24:56, time: 1.104, data_time: 0.007, memory: 5812, loss_cls: 6.7679, loss: 6.7679, grad_norm: 4.8984 2020-10-23 20:25:31,362 - mmaction - INFO - Epoch [19][560/1492] lr: 1.000e-02, eta: 1 day, 17:24:19, time: 1.081, data_time: 0.007, memory: 5812, loss_cls: 6.7912, loss: 6.7912, grad_norm: 4.9331 2020-10-23 20:25:53,532 - mmaction - INFO - Epoch [19][580/1492] lr: 1.000e-02, eta: 1 day, 17:23:44, time: 1.108, data_time: 0.004, memory: 5812, loss_cls: 6.8454, loss: 6.8454, grad_norm: 4.8852 2020-10-23 20:26:14,717 - mmaction - INFO - Epoch [19][600/1492] lr: 1.000e-02, eta: 1 day, 17:23:05, time: 1.058, data_time: 0.002, memory: 5812, loss_cls: 6.8451, loss: 6.8451, grad_norm: 4.8016 2020-10-23 20:26:35,923 - mmaction - INFO - Epoch [19][620/1492] lr: 1.000e-02, eta: 1 day, 17:22:25, time: 1.052, data_time: 0.003, memory: 5812, loss_cls: 6.8115, loss: 6.8115, grad_norm: 4.9117 2020-10-23 20:26:57,408 - mmaction - INFO - Epoch [19][640/1492] lr: 1.000e-02, eta: 1 day, 17:21:48, time: 1.080, data_time: 0.010, memory: 5812, loss_cls: 6.8006, loss: 6.8006, grad_norm: 4.8170 2020-10-23 20:27:19,082 - mmaction - INFO - Epoch [19][660/1492] lr: 1.000e-02, eta: 1 day, 17:21:10, time: 1.077, data_time: 0.004, memory: 5812, loss_cls: 6.7602, loss: 6.7602, grad_norm: 4.8749 2020-10-23 20:27:40,939 - mmaction - INFO - Epoch [19][680/1492] lr: 1.000e-02, eta: 1 day, 17:20:35, time: 1.101, data_time: 0.011, memory: 5812, loss_cls: 6.8086, loss: 6.8086, grad_norm: 4.9102 2020-10-23 20:28:01,998 - mmaction - INFO - Epoch [19][700/1492] lr: 1.000e-02, eta: 1 day, 17:19:56, time: 1.053, data_time: 0.002, memory: 5812, loss_cls: 6.7694, loss: 6.7694, grad_norm: 4.7688 2020-10-23 20:28:23,955 - mmaction - INFO - Epoch [19][720/1492] lr: 1.000e-02, eta: 1 day, 17:19:19, time: 1.089, data_time: 0.002, memory: 5812, loss_cls: 6.7794, loss: 6.7794, grad_norm: 4.9129 2020-10-23 20:28:45,353 - mmaction - INFO - Epoch [19][740/1492] lr: 1.000e-02, eta: 1 day, 17:18:42, time: 1.076, data_time: 0.015, memory: 5812, loss_cls: 6.8996, loss: 6.8996, grad_norm: 4.7985 2020-10-23 20:29:06,451 - mmaction - INFO - Epoch [19][760/1492] lr: 1.000e-02, eta: 1 day, 17:18:03, time: 1.056, data_time: 0.005, memory: 5812, loss_cls: 6.7814, loss: 6.7814, grad_norm: 4.8480 2020-10-23 20:29:28,931 - mmaction - INFO - Epoch [19][780/1492] lr: 1.000e-02, eta: 1 day, 17:17:30, time: 1.126, data_time: 0.005, memory: 5812, loss_cls: 6.8880, loss: 6.8880, grad_norm: 4.9017 2020-10-23 20:29:50,569 - mmaction - INFO - Epoch [19][800/1492] lr: 1.000e-02, eta: 1 day, 17:16:53, time: 1.079, data_time: 0.003, memory: 5812, loss_cls: 6.8991, loss: 6.8991, grad_norm: 4.9397 2020-10-23 20:30:12,267 - mmaction - INFO - Epoch [19][820/1492] lr: 1.000e-02, eta: 1 day, 17:16:16, time: 1.088, data_time: 0.007, memory: 5812, loss_cls: 6.8612, loss: 6.8612, grad_norm: 4.8425 2020-10-23 20:30:34,153 - mmaction - INFO - Epoch [19][840/1492] lr: 1.000e-02, eta: 1 day, 17:15:40, time: 1.083, data_time: 0.003, memory: 5812, loss_cls: 6.7599, loss: 6.7599, grad_norm: 4.9877 2020-10-23 20:30:56,002 - mmaction - INFO - Epoch [19][860/1492] lr: 1.000e-02, eta: 1 day, 17:15:04, time: 1.100, data_time: 0.020, memory: 5812, loss_cls: 6.8485, loss: 6.8485, grad_norm: 4.9864 2020-10-23 20:31:17,773 - mmaction - INFO - Epoch [19][880/1492] lr: 1.000e-02, eta: 1 day, 17:14:28, time: 1.082, data_time: 0.008, memory: 5812, loss_cls: 6.9437, loss: 6.9437, grad_norm: 4.7995 2020-10-23 20:31:39,876 - mmaction - INFO - Epoch [19][900/1492] lr: 1.000e-02, eta: 1 day, 17:13:54, time: 1.116, data_time: 0.014, memory: 5812, loss_cls: 6.8339, loss: 6.8339, grad_norm: 4.8356 2020-10-23 20:32:01,625 - mmaction - INFO - Epoch [19][920/1492] lr: 1.000e-02, eta: 1 day, 17:13:17, time: 1.081, data_time: 0.002, memory: 5812, loss_cls: 6.8469, loss: 6.8469, grad_norm: 4.8442 2020-10-23 20:32:23,614 - mmaction - INFO - Epoch [19][940/1492] lr: 1.000e-02, eta: 1 day, 17:12:42, time: 1.096, data_time: 0.007, memory: 5812, loss_cls: 6.8222, loss: 6.8222, grad_norm: 5.0024 2020-10-23 20:32:45,685 - mmaction - INFO - Epoch [19][960/1492] lr: 1.000e-02, eta: 1 day, 17:12:07, time: 1.104, data_time: 0.014, memory: 5812, loss_cls: 6.9133, loss: 6.9133, grad_norm: 4.8379 2020-10-23 20:33:07,088 - mmaction - INFO - Epoch [19][980/1492] lr: 1.000e-02, eta: 1 day, 17:11:30, time: 1.076, data_time: 0.010, memory: 5812, loss_cls: 6.9291, loss: 6.9291, grad_norm: 4.8472 2020-10-23 20:33:28,562 - mmaction - INFO - Epoch [19][1000/1492] lr: 1.000e-02, eta: 1 day, 17:10:52, time: 1.073, data_time: 0.004, memory: 5812, loss_cls: 6.8195, loss: 6.8195, grad_norm: 4.7714 2020-10-23 20:33:49,903 - mmaction - INFO - Epoch [19][1020/1492] lr: 1.000e-02, eta: 1 day, 17:10:15, time: 1.070, data_time: 0.004, memory: 5812, loss_cls: 6.8445, loss: 6.8445, grad_norm: 4.8441 2020-10-23 20:34:11,631 - mmaction - INFO - Epoch [19][1040/1492] lr: 1.000e-02, eta: 1 day, 17:09:38, time: 1.083, data_time: 0.001, memory: 5812, loss_cls: 6.8427, loss: 6.8427, grad_norm: 4.8291 2020-10-23 20:34:33,064 - mmaction - INFO - Epoch [19][1060/1492] lr: 1.000e-02, eta: 1 day, 17:09:00, time: 1.067, data_time: 0.005, memory: 5812, loss_cls: 6.8521, loss: 6.8521, grad_norm: 4.8000 2020-10-23 20:34:54,886 - mmaction - INFO - Epoch [19][1080/1492] lr: 1.000e-02, eta: 1 day, 17:08:25, time: 1.090, data_time: 0.010, memory: 5812, loss_cls: 6.7513, loss: 6.7513, grad_norm: 4.8175 2020-10-23 20:35:15,940 - mmaction - INFO - Epoch [19][1100/1492] lr: 1.000e-02, eta: 1 day, 17:07:46, time: 1.061, data_time: 0.011, memory: 5812, loss_cls: 7.0059, loss: 7.0059, grad_norm: 4.8719 2020-10-23 20:35:37,950 - mmaction - INFO - Epoch [19][1120/1492] lr: 1.000e-02, eta: 1 day, 17:07:11, time: 1.101, data_time: 0.002, memory: 5812, loss_cls: 6.7741, loss: 6.7741, grad_norm: 4.8129 2020-10-23 20:36:00,011 - mmaction - INFO - Epoch [19][1140/1492] lr: 1.000e-02, eta: 1 day, 17:06:37, time: 1.103, data_time: 0.003, memory: 5812, loss_cls: 6.8429, loss: 6.8429, grad_norm: 4.8475 2020-10-23 20:36:21,672 - mmaction - INFO - Epoch [19][1160/1492] lr: 1.000e-02, eta: 1 day, 17:06:00, time: 1.083, data_time: 0.003, memory: 5812, loss_cls: 6.7562, loss: 6.7562, grad_norm: 4.7811 2020-10-23 20:36:43,326 - mmaction - INFO - Epoch [19][1180/1492] lr: 1.000e-02, eta: 1 day, 17:05:24, time: 1.077, data_time: 0.005, memory: 5812, loss_cls: 6.6909, loss: 6.6909, grad_norm: 4.7439 2020-10-23 20:37:05,228 - mmaction - INFO - Epoch [19][1200/1492] lr: 1.000e-02, eta: 1 day, 17:04:49, time: 1.100, data_time: 0.008, memory: 5812, loss_cls: 6.8362, loss: 6.8362, grad_norm: 4.7831 2020-10-23 20:37:26,597 - mmaction - INFO - Epoch [19][1220/1492] lr: 1.000e-02, eta: 1 day, 17:04:11, time: 1.063, data_time: 0.002, memory: 5812, loss_cls: 6.9370, loss: 6.9370, grad_norm: 4.8579 2020-10-23 20:37:48,034 - mmaction - INFO - Epoch [19][1240/1492] lr: 1.000e-02, eta: 1 day, 17:03:33, time: 1.067, data_time: 0.008, memory: 5812, loss_cls: 6.8298, loss: 6.8298, grad_norm: 4.9048 2020-10-23 20:38:09,651 - mmaction - INFO - Epoch [19][1260/1492] lr: 1.000e-02, eta: 1 day, 17:02:57, time: 1.090, data_time: 0.016, memory: 5812, loss_cls: 6.6810, loss: 6.6810, grad_norm: 4.7435 2020-10-23 20:38:31,442 - mmaction - INFO - Epoch [19][1280/1492] lr: 1.000e-02, eta: 1 day, 17:02:22, time: 1.090, data_time: 0.009, memory: 5812, loss_cls: 6.7811, loss: 6.7811, grad_norm: 4.7590 2020-10-23 20:38:52,511 - mmaction - INFO - Epoch [19][1300/1492] lr: 1.000e-02, eta: 1 day, 17:01:43, time: 1.054, data_time: 0.005, memory: 5812, loss_cls: 6.8991, loss: 6.8991, grad_norm: 4.9101 2020-10-23 20:39:14,582 - mmaction - INFO - Epoch [19][1320/1492] lr: 1.000e-02, eta: 1 day, 17:01:09, time: 1.104, data_time: 0.004, memory: 5812, loss_cls: 6.8058, loss: 6.8058, grad_norm: 4.8490 2020-10-23 20:39:36,478 - mmaction - INFO - Epoch [19][1340/1492] lr: 1.000e-02, eta: 1 day, 17:00:33, time: 1.094, data_time: 0.002, memory: 5812, loss_cls: 6.8263, loss: 6.8263, grad_norm: 4.9134 2020-10-23 20:39:57,770 - mmaction - INFO - Epoch [19][1360/1492] lr: 1.000e-02, eta: 1 day, 16:59:56, time: 1.064, data_time: 0.001, memory: 5812, loss_cls: 6.8547, loss: 6.8547, grad_norm: 4.9233 2020-10-23 20:40:19,571 - mmaction - INFO - Epoch [19][1380/1492] lr: 1.000e-02, eta: 1 day, 16:59:20, time: 1.089, data_time: 0.002, memory: 5812, loss_cls: 6.8803, loss: 6.8803, grad_norm: 4.8032 2020-10-23 20:40:40,840 - mmaction - INFO - Epoch [19][1400/1492] lr: 1.000e-02, eta: 1 day, 16:58:42, time: 1.065, data_time: 0.006, memory: 5812, loss_cls: 6.8278, loss: 6.8278, grad_norm: 4.8668 2020-10-23 20:41:02,640 - mmaction - INFO - Epoch [19][1420/1492] lr: 1.000e-02, eta: 1 day, 16:58:07, time: 1.090, data_time: 0.004, memory: 5812, loss_cls: 6.8222, loss: 6.8222, grad_norm: 4.7916 2020-10-23 20:41:24,420 - mmaction - INFO - Epoch [19][1440/1492] lr: 1.000e-02, eta: 1 day, 16:57:30, time: 1.078, data_time: 0.002, memory: 5812, loss_cls: 6.8919, loss: 6.8919, grad_norm: 4.9798 2020-10-23 20:41:46,208 - mmaction - INFO - Epoch [19][1460/1492] lr: 1.000e-02, eta: 1 day, 16:56:56, time: 1.098, data_time: 0.012, memory: 5812, loss_cls: 6.8920, loss: 6.8920, grad_norm: 4.7802 2020-10-23 20:42:08,392 - mmaction - INFO - Epoch [19][1480/1492] lr: 1.000e-02, eta: 1 day, 16:56:22, time: 1.106, data_time: 0.005, memory: 5812, loss_cls: 6.9235, loss: 6.9235, grad_norm: 4.8380 2020-10-23 20:43:02,389 - mmaction - INFO - Epoch [20][20/1492] lr: 1.000e-02, eta: 1 day, 16:55:49, time: 2.029, data_time: 0.910, memory: 5812, loss_cls: 6.7185, loss: 6.7185, grad_norm: 4.8228 2020-10-23 20:43:26,370 - mmaction - INFO - Epoch [20][40/1492] lr: 1.000e-02, eta: 1 day, 16:55:23, time: 1.199, data_time: 0.007, memory: 5812, loss_cls: 6.7619, loss: 6.7619, grad_norm: 4.7730 2020-10-23 20:43:49,247 - mmaction - INFO - Epoch [20][60/1492] lr: 1.000e-02, eta: 1 day, 16:54:52, time: 1.142, data_time: 0.003, memory: 5812, loss_cls: 6.7003, loss: 6.7003, grad_norm: 4.8346 2020-10-23 20:44:11,965 - mmaction - INFO - Epoch [20][80/1492] lr: 1.000e-02, eta: 1 day, 16:54:21, time: 1.138, data_time: 0.009, memory: 5812, loss_cls: 6.8425, loss: 6.8425, grad_norm: 4.8723 2020-10-23 20:44:34,541 - mmaction - INFO - Epoch [20][100/1492] lr: 1.000e-02, eta: 1 day, 16:53:48, time: 1.125, data_time: 0.003, memory: 5812, loss_cls: 6.7526, loss: 6.7526, grad_norm: 4.8928 2020-10-23 20:44:56,278 - mmaction - INFO - Epoch [20][120/1492] lr: 1.000e-02, eta: 1 day, 16:53:13, time: 1.090, data_time: 0.006, memory: 5812, loss_cls: 6.7572, loss: 6.7572, grad_norm: 4.7641 2020-10-23 20:45:19,353 - mmaction - INFO - Epoch [20][140/1492] lr: 1.000e-02, eta: 1 day, 16:52:43, time: 1.151, data_time: 0.007, memory: 5812, loss_cls: 6.6920, loss: 6.6920, grad_norm: 4.7432 2020-10-23 20:45:40,875 - mmaction - INFO - Epoch [20][160/1492] lr: 1.000e-02, eta: 1 day, 16:52:06, time: 1.072, data_time: 0.007, memory: 5812, loss_cls: 6.6553, loss: 6.6553, grad_norm: 4.7586 2020-10-23 20:46:02,742 - mmaction - INFO - Epoch [20][180/1492] lr: 1.000e-02, eta: 1 day, 16:51:32, time: 1.101, data_time: 0.009, memory: 5812, loss_cls: 6.7595, loss: 6.7595, grad_norm: 4.8043 2020-10-23 20:46:24,825 - mmaction - INFO - Epoch [20][200/1492] lr: 1.000e-02, eta: 1 day, 16:50:57, time: 1.097, data_time: 0.002, memory: 5812, loss_cls: 6.7875, loss: 6.7875, grad_norm: 4.7385 2020-10-23 20:46:46,465 - mmaction - INFO - Epoch [20][220/1492] lr: 1.000e-02, eta: 1 day, 16:50:22, time: 1.089, data_time: 0.014, memory: 5812, loss_cls: 6.8409, loss: 6.8409, grad_norm: 4.8469 2020-10-23 20:47:08,482 - mmaction - INFO - Epoch [20][240/1492] lr: 1.000e-02, eta: 1 day, 16:49:46, time: 1.091, data_time: 0.002, memory: 5812, loss_cls: 6.9334, loss: 6.9334, grad_norm: 4.8926 2020-10-23 20:47:30,391 - mmaction - INFO - Epoch [20][260/1492] lr: 1.000e-02, eta: 1 day, 16:49:12, time: 1.102, data_time: 0.013, memory: 5812, loss_cls: 6.8456, loss: 6.8456, grad_norm: 4.9387 2020-10-23 20:47:52,049 - mmaction - INFO - Epoch [20][280/1492] lr: 1.000e-02, eta: 1 day, 16:48:36, time: 1.083, data_time: 0.009, memory: 5812, loss_cls: 6.8793, loss: 6.8793, grad_norm: 4.9155 2020-10-23 20:48:14,458 - mmaction - INFO - Epoch [20][300/1492] lr: 1.000e-02, eta: 1 day, 16:48:03, time: 1.115, data_time: 0.007, memory: 5812, loss_cls: 6.9830, loss: 6.9830, grad_norm: 4.9654 2020-10-23 20:48:36,718 - mmaction - INFO - Epoch [20][320/1492] lr: 1.000e-02, eta: 1 day, 16:47:31, time: 1.120, data_time: 0.011, memory: 5812, loss_cls: 6.9344, loss: 6.9344, grad_norm: 4.7595 2020-10-23 20:48:58,474 - mmaction - INFO - Epoch [20][340/1492] lr: 1.000e-02, eta: 1 day, 16:46:55, time: 1.082, data_time: 0.003, memory: 5812, loss_cls: 6.6619, loss: 6.6619, grad_norm: 4.7379 2020-10-23 20:49:20,117 - mmaction - INFO - Epoch [20][360/1492] lr: 1.000e-02, eta: 1 day, 16:46:19, time: 1.086, data_time: 0.010, memory: 5812, loss_cls: 6.7769, loss: 6.7769, grad_norm: 4.7233 2020-10-23 20:49:42,270 - mmaction - INFO - Epoch [20][380/1492] lr: 1.000e-02, eta: 1 day, 16:45:46, time: 1.111, data_time: 0.008, memory: 5812, loss_cls: 6.8236, loss: 6.8236, grad_norm: 4.8511 2020-10-23 20:50:04,732 - mmaction - INFO - Epoch [20][400/1492] lr: 1.000e-02, eta: 1 day, 16:45:14, time: 1.122, data_time: 0.003, memory: 5812, loss_cls: 6.8497, loss: 6.8497, grad_norm: 4.8921 2020-10-23 20:50:26,813 - mmaction - INFO - Epoch [20][420/1492] lr: 1.000e-02, eta: 1 day, 16:44:39, time: 1.096, data_time: 0.005, memory: 5812, loss_cls: 6.8384, loss: 6.8384, grad_norm: 4.8742 2020-10-23 20:50:48,834 - mmaction - INFO - Epoch [20][440/1492] lr: 1.000e-02, eta: 1 day, 16:44:05, time: 1.103, data_time: 0.013, memory: 5812, loss_cls: 6.9153, loss: 6.9153, grad_norm: 4.8780 2020-10-23 20:51:10,212 - mmaction - INFO - Epoch [20][460/1492] lr: 1.000e-02, eta: 1 day, 16:43:29, time: 1.073, data_time: 0.014, memory: 5812, loss_cls: 6.7917, loss: 6.7917, grad_norm: 4.8775 2020-10-23 20:51:32,386 - mmaction - INFO - Epoch [20][480/1492] lr: 1.000e-02, eta: 1 day, 16:42:55, time: 1.109, data_time: 0.008, memory: 5812, loss_cls: 6.7494, loss: 6.7494, grad_norm: 4.8421 2020-10-23 20:51:53,928 - mmaction - INFO - Epoch [20][500/1492] lr: 1.000e-02, eta: 1 day, 16:42:19, time: 1.076, data_time: 0.006, memory: 5812, loss_cls: 6.6908, loss: 6.6908, grad_norm: 4.7548 2020-10-23 20:52:15,536 - mmaction - INFO - Epoch [20][520/1492] lr: 1.000e-02, eta: 1 day, 16:41:43, time: 1.080, data_time: 0.006, memory: 5812, loss_cls: 6.7042, loss: 6.7042, grad_norm: 4.8570 2020-10-23 20:52:37,477 - mmaction - INFO - Epoch [20][540/1492] lr: 1.000e-02, eta: 1 day, 16:41:09, time: 1.094, data_time: 0.007, memory: 5812, loss_cls: 6.7693, loss: 6.7693, grad_norm: 4.8342 2020-10-23 20:52:59,336 - mmaction - INFO - Epoch [20][560/1492] lr: 1.000e-02, eta: 1 day, 16:40:34, time: 1.098, data_time: 0.012, memory: 5812, loss_cls: 6.7474, loss: 6.7474, grad_norm: 4.7049 2020-10-23 20:53:20,972 - mmaction - INFO - Epoch [20][580/1492] lr: 1.000e-02, eta: 1 day, 16:39:59, time: 1.085, data_time: 0.006, memory: 5812, loss_cls: 6.8518, loss: 6.8518, grad_norm: 4.7357 2020-10-23 20:53:42,698 - mmaction - INFO - Epoch [20][600/1492] lr: 1.000e-02, eta: 1 day, 16:39:23, time: 1.083, data_time: 0.001, memory: 5812, loss_cls: 6.8374, loss: 6.8374, grad_norm: 4.8308 2020-10-23 20:54:04,707 - mmaction - INFO - Epoch [20][620/1492] lr: 1.000e-02, eta: 1 day, 16:38:50, time: 1.104, data_time: 0.005, memory: 5812, loss_cls: 6.9346, loss: 6.9346, grad_norm: 4.9201 2020-10-23 20:54:27,123 - mmaction - INFO - Epoch [20][640/1492] lr: 1.000e-02, eta: 1 day, 16:38:17, time: 1.112, data_time: 0.003, memory: 5812, loss_cls: 6.7832, loss: 6.7832, grad_norm: 4.9098 2020-10-23 20:54:49,110 - mmaction - INFO - Epoch [20][660/1492] lr: 1.000e-02, eta: 1 day, 16:37:42, time: 1.099, data_time: 0.010, memory: 5812, loss_cls: 6.8531, loss: 6.8531, grad_norm: 4.8066 2020-10-23 20:55:10,164 - mmaction - INFO - Epoch [20][680/1492] lr: 1.000e-02, eta: 1 day, 16:37:05, time: 1.062, data_time: 0.011, memory: 5812, loss_cls: 6.7337, loss: 6.7337, grad_norm: 4.8556 2020-10-23 20:55:32,313 - mmaction - INFO - Epoch [20][700/1492] lr: 1.000e-02, eta: 1 day, 16:36:32, time: 1.106, data_time: 0.007, memory: 5812, loss_cls: 6.7005, loss: 6.7005, grad_norm: 4.8518 2020-10-23 20:55:54,173 - mmaction - INFO - Epoch [20][720/1492] lr: 1.000e-02, eta: 1 day, 16:35:57, time: 1.089, data_time: 0.004, memory: 5812, loss_cls: 6.7348, loss: 6.7348, grad_norm: 4.8659 2020-10-23 20:56:16,331 - mmaction - INFO - Epoch [20][740/1492] lr: 1.000e-02, eta: 1 day, 16:35:24, time: 1.111, data_time: 0.007, memory: 5812, loss_cls: 6.8517, loss: 6.8517, grad_norm: 4.8782 2020-10-23 20:56:38,682 - mmaction - INFO - Epoch [20][760/1492] lr: 1.000e-02, eta: 1 day, 16:34:51, time: 1.112, data_time: 0.007, memory: 5812, loss_cls: 6.7221, loss: 6.7221, grad_norm: 4.7333 2020-10-23 20:57:00,938 - mmaction - INFO - Epoch [20][780/1492] lr: 1.000e-02, eta: 1 day, 16:34:18, time: 1.118, data_time: 0.012, memory: 5812, loss_cls: 6.7495, loss: 6.7495, grad_norm: 4.8659 2020-10-23 20:57:22,786 - mmaction - INFO - Epoch [20][800/1492] lr: 1.000e-02, eta: 1 day, 16:33:43, time: 1.084, data_time: 0.005, memory: 5812, loss_cls: 6.8099, loss: 6.8099, grad_norm: 4.8348 2020-10-23 20:57:44,460 - mmaction - INFO - Epoch [20][820/1492] lr: 1.000e-02, eta: 1 day, 16:33:09, time: 1.092, data_time: 0.012, memory: 5812, loss_cls: 6.8899, loss: 6.8899, grad_norm: 4.7666 2020-10-23 20:58:05,711 - mmaction - INFO - Epoch [20][840/1492] lr: 1.000e-02, eta: 1 day, 16:32:32, time: 1.064, data_time: 0.012, memory: 5812, loss_cls: 6.7938, loss: 6.7938, grad_norm: 4.8210 2020-10-23 20:58:28,120 - mmaction - INFO - Epoch [20][860/1492] lr: 1.000e-02, eta: 1 day, 16:31:59, time: 1.118, data_time: 0.003, memory: 5812, loss_cls: 6.8008, loss: 6.8008, grad_norm: 4.8962 2020-10-23 20:58:51,166 - mmaction - INFO - Epoch [20][880/1492] lr: 1.000e-02, eta: 1 day, 16:31:30, time: 1.156, data_time: 0.006, memory: 5812, loss_cls: 6.6990, loss: 6.6990, grad_norm: 4.6886 2020-10-23 20:59:14,586 - mmaction - INFO - Epoch [20][900/1492] lr: 1.000e-02, eta: 1 day, 16:31:02, time: 1.169, data_time: 0.001, memory: 5812, loss_cls: 6.8060, loss: 6.8060, grad_norm: 4.8110 2020-10-23 20:59:36,536 - mmaction - INFO - Epoch [20][920/1492] lr: 1.000e-02, eta: 1 day, 16:30:28, time: 1.095, data_time: 0.003, memory: 5812, loss_cls: 6.8292, loss: 6.8292, grad_norm: 4.8477 2020-10-23 20:59:58,836 - mmaction - INFO - Epoch [20][940/1492] lr: 1.000e-02, eta: 1 day, 16:29:55, time: 1.117, data_time: 0.006, memory: 5812, loss_cls: 6.7588, loss: 6.7588, grad_norm: 4.8900 2020-10-23 21:00:22,024 - mmaction - INFO - Epoch [20][960/1492] lr: 1.000e-02, eta: 1 day, 16:29:27, time: 1.162, data_time: 0.005, memory: 5812, loss_cls: 6.8639, loss: 6.8639, grad_norm: 4.8254 2020-10-23 21:00:45,037 - mmaction - INFO - Epoch [20][980/1492] lr: 1.000e-02, eta: 1 day, 16:28:57, time: 1.150, data_time: 0.001, memory: 5812, loss_cls: 6.9547, loss: 6.9547, grad_norm: 4.9515 2020-10-23 21:01:07,668 - mmaction - INFO - Epoch [20][1000/1492] lr: 1.000e-02, eta: 1 day, 16:28:26, time: 1.130, data_time: 0.002, memory: 5812, loss_cls: 6.8105, loss: 6.8105, grad_norm: 4.8886 2020-10-23 21:01:29,459 - mmaction - INFO - Epoch [20][1020/1492] lr: 1.000e-02, eta: 1 day, 16:27:51, time: 1.089, data_time: 0.003, memory: 5812, loss_cls: 6.9346, loss: 6.9346, grad_norm: 4.8785 2020-10-23 21:01:51,337 - mmaction - INFO - Epoch [20][1040/1492] lr: 1.000e-02, eta: 1 day, 16:27:17, time: 1.094, data_time: 0.004, memory: 5812, loss_cls: 6.8258, loss: 6.8258, grad_norm: 4.9570 2020-10-23 21:02:13,808 - mmaction - INFO - Epoch [20][1060/1492] lr: 1.000e-02, eta: 1 day, 16:26:45, time: 1.120, data_time: 0.005, memory: 5812, loss_cls: 6.8068, loss: 6.8068, grad_norm: 4.8923 2020-10-23 21:02:35,984 - mmaction - INFO - Epoch [20][1080/1492] lr: 1.000e-02, eta: 1 day, 16:26:11, time: 1.106, data_time: 0.011, memory: 5812, loss_cls: 6.7980, loss: 6.7980, grad_norm: 4.8034 2020-10-23 21:02:58,672 - mmaction - INFO - Epoch [20][1100/1492] lr: 1.000e-02, eta: 1 day, 16:25:41, time: 1.142, data_time: 0.010, memory: 5812, loss_cls: 6.8173, loss: 6.8173, grad_norm: 4.8371 2020-10-23 21:03:20,675 - mmaction - INFO - Epoch [20][1120/1492] lr: 1.000e-02, eta: 1 day, 16:25:07, time: 1.092, data_time: 0.004, memory: 5812, loss_cls: 6.7982, loss: 6.7982, grad_norm: 4.7041 2020-10-23 21:03:41,823 - mmaction - INFO - Epoch [20][1140/1492] lr: 1.000e-02, eta: 1 day, 16:24:30, time: 1.060, data_time: 0.014, memory: 5812, loss_cls: 6.9510, loss: 6.9510, grad_norm: 4.9792 2020-10-23 21:04:03,484 - mmaction - INFO - Epoch [20][1160/1492] lr: 1.000e-02, eta: 1 day, 16:23:55, time: 1.090, data_time: 0.009, memory: 5812, loss_cls: 6.8198, loss: 6.8198, grad_norm: 4.7628 2020-10-23 21:04:25,227 - mmaction - INFO - Epoch [20][1180/1492] lr: 1.000e-02, eta: 1 day, 16:23:20, time: 1.084, data_time: 0.002, memory: 5812, loss_cls: 6.7533, loss: 6.7533, grad_norm: 4.7867 2020-10-23 21:04:47,216 - mmaction - INFO - Epoch [20][1200/1492] lr: 1.000e-02, eta: 1 day, 16:22:47, time: 1.101, data_time: 0.004, memory: 5812, loss_cls: 6.7759, loss: 6.7759, grad_norm: 4.7852 2020-10-23 21:05:10,028 - mmaction - INFO - Epoch [20][1220/1492] lr: 1.000e-02, eta: 1 day, 16:22:16, time: 1.134, data_time: 0.009, memory: 5812, loss_cls: 6.8903, loss: 6.8903, grad_norm: 4.9309 2020-10-23 21:05:31,739 - mmaction - INFO - Epoch [20][1240/1492] lr: 1.000e-02, eta: 1 day, 16:21:42, time: 1.090, data_time: 0.010, memory: 5812, loss_cls: 6.8549, loss: 6.8549, grad_norm: 4.7728 2020-10-23 21:05:53,337 - mmaction - INFO - Epoch [20][1260/1492] lr: 1.000e-02, eta: 1 day, 16:21:06, time: 1.079, data_time: 0.004, memory: 5812, loss_cls: 6.6784, loss: 6.6784, grad_norm: 4.8036 2020-10-23 21:06:15,486 - mmaction - INFO - Epoch [20][1280/1492] lr: 1.000e-02, eta: 1 day, 16:20:33, time: 1.102, data_time: 0.005, memory: 5812, loss_cls: 6.7854, loss: 6.7854, grad_norm: 4.8741 2020-10-23 21:06:36,845 - mmaction - INFO - Epoch [20][1300/1492] lr: 1.000e-02, eta: 1 day, 16:19:57, time: 1.072, data_time: 0.011, memory: 5812, loss_cls: 6.6430, loss: 6.6430, grad_norm: 4.7915 2020-10-23 21:06:59,032 - mmaction - INFO - Epoch [20][1320/1492] lr: 1.000e-02, eta: 1 day, 16:19:25, time: 1.113, data_time: 0.010, memory: 5812, loss_cls: 6.8576, loss: 6.8576, grad_norm: 4.9444 2020-10-23 21:07:20,753 - mmaction - INFO - Epoch [20][1340/1492] lr: 1.000e-02, eta: 1 day, 16:18:50, time: 1.087, data_time: 0.004, memory: 5812, loss_cls: 6.8426, loss: 6.8426, grad_norm: 4.9472 2020-10-23 21:07:43,160 - mmaction - INFO - Epoch [20][1360/1492] lr: 1.000e-02, eta: 1 day, 16:18:18, time: 1.117, data_time: 0.002, memory: 5812, loss_cls: 6.8516, loss: 6.8516, grad_norm: 4.8804 2020-10-23 21:08:04,792 - mmaction - INFO - Epoch [20][1380/1492] lr: 1.000e-02, eta: 1 day, 16:17:43, time: 1.083, data_time: 0.007, memory: 5812, loss_cls: 6.8117, loss: 6.8117, grad_norm: 4.8451 2020-10-23 21:08:27,518 - mmaction - INFO - Epoch [20][1400/1492] lr: 1.000e-02, eta: 1 day, 16:17:13, time: 1.135, data_time: 0.004, memory: 5812, loss_cls: 6.7677, loss: 6.7677, grad_norm: 4.9054 2020-10-23 21:08:49,368 - mmaction - INFO - Epoch [20][1420/1492] lr: 1.000e-02, eta: 1 day, 16:16:38, time: 1.087, data_time: 0.006, memory: 5812, loss_cls: 6.8178, loss: 6.8178, grad_norm: 4.8168 2020-10-23 21:09:11,726 - mmaction - INFO - Epoch [20][1440/1492] lr: 1.000e-02, eta: 1 day, 16:16:06, time: 1.120, data_time: 0.011, memory: 5812, loss_cls: 6.6877, loss: 6.6877, grad_norm: 4.8932 2020-10-23 21:09:34,017 - mmaction - INFO - Epoch [20][1460/1492] lr: 1.000e-02, eta: 1 day, 16:15:34, time: 1.118, data_time: 0.009, memory: 5812, loss_cls: 6.7979, loss: 6.7979, grad_norm: 4.8650 2020-10-23 21:09:55,955 - mmaction - INFO - Epoch [20][1480/1492] lr: 1.000e-02, eta: 1 day, 16:15:01, time: 1.098, data_time: 0.005, memory: 5812, loss_cls: 6.7815, loss: 6.7815, grad_norm: 4.8739 2020-10-23 21:10:24,226 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-10-23 21:12:58,984 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-23 21:13:00,323 - mmaction - INFO - mean_average_precision 0.4558 2020-10-23 21:13:00,339 - mmaction - INFO - Epoch(val) [20][1492] mean_average_precision: 0.4558 2020-10-23 21:13:35,010 - mmaction - INFO - Epoch [21][20/1492] lr: 1.000e-02, eta: 1 day, 16:14:04, time: 1.722, data_time: 1.101, memory: 5812, loss_cls: 6.8744, loss: 6.8744, grad_norm: 4.8408 2020-10-23 21:13:58,238 - mmaction - INFO - Epoch [21][40/1492] lr: 1.000e-02, eta: 1 day, 16:13:36, time: 1.164, data_time: 0.079, memory: 5812, loss_cls: 6.7880, loss: 6.7880, grad_norm: 4.7498 2020-10-23 21:14:20,105 - mmaction - INFO - Epoch [21][60/1492] lr: 1.000e-02, eta: 1 day, 16:13:02, time: 1.093, data_time: 0.005, memory: 5812, loss_cls: 6.7927, loss: 6.7927, grad_norm: 4.8141 2020-10-23 21:14:41,880 - mmaction - INFO - Epoch [21][80/1492] lr: 1.000e-02, eta: 1 day, 16:12:28, time: 1.085, data_time: 0.007, memory: 5812, loss_cls: 6.7652, loss: 6.7652, grad_norm: 4.8145 2020-10-23 21:15:04,079 - mmaction - INFO - Epoch [21][100/1492] lr: 1.000e-02, eta: 1 day, 16:11:55, time: 1.113, data_time: 0.010, memory: 5812, loss_cls: 6.7092, loss: 6.7092, grad_norm: 4.7663 2020-10-23 21:15:26,169 - mmaction - INFO - Epoch [21][120/1492] lr: 1.000e-02, eta: 1 day, 16:11:21, time: 1.093, data_time: 0.011, memory: 5812, loss_cls: 6.8017, loss: 6.8017, grad_norm: 4.8726 2020-10-23 21:15:48,113 - mmaction - INFO - Epoch [21][140/1492] lr: 1.000e-02, eta: 1 day, 16:10:49, time: 1.107, data_time: 0.018, memory: 5812, loss_cls: 6.8334, loss: 6.8334, grad_norm: 4.8898 2020-10-23 21:16:09,917 - mmaction - INFO - Epoch [21][160/1492] lr: 1.000e-02, eta: 1 day, 16:10:15, time: 1.094, data_time: 0.007, memory: 5812, loss_cls: 6.8452, loss: 6.8452, grad_norm: 4.9088 2020-10-23 21:16:31,973 - mmaction - INFO - Epoch [21][180/1492] lr: 1.000e-02, eta: 1 day, 16:09:42, time: 1.103, data_time: 0.004, memory: 5812, loss_cls: 6.7685, loss: 6.7685, grad_norm: 4.8333 2020-10-23 21:16:53,169 - mmaction - INFO - Epoch [21][200/1492] lr: 1.000e-02, eta: 1 day, 16:09:06, time: 1.062, data_time: 0.004, memory: 5812, loss_cls: 6.7390, loss: 6.7390, grad_norm: 4.8707 2020-10-23 21:17:14,779 - mmaction - INFO - Epoch [21][220/1492] lr: 1.000e-02, eta: 1 day, 16:08:31, time: 1.080, data_time: 0.001, memory: 5812, loss_cls: 6.7800, loss: 6.7800, grad_norm: 4.7824 2020-10-23 21:17:35,984 - mmaction - INFO - Epoch [21][240/1492] lr: 1.000e-02, eta: 1 day, 16:07:54, time: 1.059, data_time: 0.004, memory: 5812, loss_cls: 6.7256, loss: 6.7256, grad_norm: 4.9080 2020-10-23 21:17:57,597 - mmaction - INFO - Epoch [21][260/1492] lr: 1.000e-02, eta: 1 day, 16:07:19, time: 1.074, data_time: 0.002, memory: 5812, loss_cls: 6.8528, loss: 6.8528, grad_norm: 4.9076 2020-10-23 21:18:19,313 - mmaction - INFO - Epoch [21][280/1492] lr: 1.000e-02, eta: 1 day, 16:06:45, time: 1.093, data_time: 0.010, memory: 5812, loss_cls: 6.7011, loss: 6.7011, grad_norm: 4.8720 2020-10-23 21:18:40,896 - mmaction - INFO - Epoch [21][300/1492] lr: 1.000e-02, eta: 1 day, 16:06:11, time: 1.080, data_time: 0.003, memory: 5812, loss_cls: 6.8454, loss: 6.8454, grad_norm: 4.9017 2020-10-23 21:19:03,402 - mmaction - INFO - Epoch [21][320/1492] lr: 1.000e-02, eta: 1 day, 16:05:39, time: 1.116, data_time: 0.013, memory: 5812, loss_cls: 6.6710, loss: 6.6710, grad_norm: 4.8693 2020-10-23 21:19:25,133 - mmaction - INFO - Epoch [21][340/1492] lr: 1.000e-02, eta: 1 day, 16:05:05, time: 1.093, data_time: 0.012, memory: 5812, loss_cls: 6.7347, loss: 6.7347, grad_norm: 4.8197 2020-10-23 21:19:46,604 - mmaction - INFO - Epoch [21][360/1492] lr: 1.000e-02, eta: 1 day, 16:04:30, time: 1.076, data_time: 0.004, memory: 5812, loss_cls: 6.7658, loss: 6.7658, grad_norm: 4.8426 2020-10-23 21:20:08,893 - mmaction - INFO - Epoch [21][380/1492] lr: 1.000e-02, eta: 1 day, 16:03:58, time: 1.115, data_time: 0.004, memory: 5812, loss_cls: 6.6053, loss: 6.6053, grad_norm: 4.7455 2020-10-23 21:20:30,594 - mmaction - INFO - Epoch [21][400/1492] lr: 1.000e-02, eta: 1 day, 16:03:24, time: 1.084, data_time: 0.003, memory: 5812, loss_cls: 6.7141, loss: 6.7141, grad_norm: 4.8433 2020-10-23 21:20:52,443 - mmaction - INFO - Epoch [21][420/1492] lr: 1.000e-02, eta: 1 day, 16:02:50, time: 1.090, data_time: 0.005, memory: 5812, loss_cls: 7.0049, loss: 7.0049, grad_norm: 5.0031 2020-10-23 21:21:14,184 - mmaction - INFO - Epoch [21][440/1492] lr: 1.000e-02, eta: 1 day, 16:02:16, time: 1.087, data_time: 0.007, memory: 5812, loss_cls: 6.7321, loss: 6.7321, grad_norm: 4.9382 2020-10-23 21:21:36,332 - mmaction - INFO - Epoch [21][460/1492] lr: 1.000e-02, eta: 1 day, 16:01:43, time: 1.108, data_time: 0.006, memory: 5812, loss_cls: 6.7413, loss: 6.7413, grad_norm: 4.9019 2020-10-23 21:21:58,286 - mmaction - INFO - Epoch [21][480/1492] lr: 1.000e-02, eta: 1 day, 16:01:10, time: 1.097, data_time: 0.004, memory: 5812, loss_cls: 6.8132, loss: 6.8132, grad_norm: 4.9051 2020-10-23 21:22:20,152 - mmaction - INFO - Epoch [21][500/1492] lr: 1.000e-02, eta: 1 day, 16:00:37, time: 1.094, data_time: 0.007, memory: 5812, loss_cls: 6.7820, loss: 6.7820, grad_norm: 4.7261 2020-10-23 21:22:42,014 - mmaction - INFO - Epoch [21][520/1492] lr: 1.000e-02, eta: 1 day, 16:00:03, time: 1.096, data_time: 0.009, memory: 5812, loss_cls: 6.6985, loss: 6.6985, grad_norm: 4.8377 2020-10-23 21:23:04,008 - mmaction - INFO - Epoch [21][540/1492] lr: 1.000e-02, eta: 1 day, 15:59:30, time: 1.100, data_time: 0.002, memory: 5812, loss_cls: 6.7302, loss: 6.7302, grad_norm: 4.8597 2020-10-23 21:23:25,885 - mmaction - INFO - Epoch [21][560/1492] lr: 1.000e-02, eta: 1 day, 15:58:57, time: 1.091, data_time: 0.002, memory: 5812, loss_cls: 6.9808, loss: 6.9808, grad_norm: 5.0375 2020-10-23 21:23:47,959 - mmaction - INFO - Epoch [21][580/1492] lr: 1.000e-02, eta: 1 day, 15:58:24, time: 1.106, data_time: 0.005, memory: 5812, loss_cls: 6.7526, loss: 6.7526, grad_norm: 4.8292 2020-10-23 21:24:09,615 - mmaction - INFO - Epoch [21][600/1492] lr: 1.000e-02, eta: 1 day, 15:57:50, time: 1.084, data_time: 0.004, memory: 5812, loss_cls: 6.9425, loss: 6.9425, grad_norm: 4.9266 2020-10-23 21:24:31,621 - mmaction - INFO - Epoch [21][620/1492] lr: 1.000e-02, eta: 1 day, 15:57:16, time: 1.092, data_time: 0.002, memory: 5812, loss_cls: 6.7561, loss: 6.7561, grad_norm: 4.7832 2020-10-23 21:24:53,438 - mmaction - INFO - Epoch [21][640/1492] lr: 1.000e-02, eta: 1 day, 15:56:44, time: 1.100, data_time: 0.013, memory: 5812, loss_cls: 6.9528, loss: 6.9528, grad_norm: 4.9171 2020-10-23 21:25:15,193 - mmaction - INFO - Epoch [21][660/1492] lr: 1.000e-02, eta: 1 day, 15:56:09, time: 1.083, data_time: 0.001, memory: 5812, loss_cls: 6.9135, loss: 6.9135, grad_norm: 4.9118 2020-10-23 21:25:37,081 - mmaction - INFO - Epoch [21][680/1492] lr: 1.000e-02, eta: 1 day, 15:55:36, time: 1.099, data_time: 0.008, memory: 5812, loss_cls: 6.8609, loss: 6.8609, grad_norm: 4.7932 2020-10-23 21:25:58,921 - mmaction - INFO - Epoch [21][700/1492] lr: 1.000e-02, eta: 1 day, 15:55:03, time: 1.092, data_time: 0.002, memory: 5812, loss_cls: 6.7078, loss: 6.7078, grad_norm: 4.8439 2020-10-23 21:26:20,485 - mmaction - INFO - Epoch [21][720/1492] lr: 1.000e-02, eta: 1 day, 15:54:28, time: 1.068, data_time: 0.001, memory: 5812, loss_cls: 6.7514, loss: 6.7514, grad_norm: 4.8482 2020-10-23 21:26:42,316 - mmaction - INFO - Epoch [21][740/1492] lr: 1.000e-02, eta: 1 day, 15:53:55, time: 1.101, data_time: 0.012, memory: 5812, loss_cls: 6.8631, loss: 6.8631, grad_norm: 4.8386 2020-10-23 21:27:04,340 - mmaction - INFO - Epoch [21][760/1492] lr: 1.000e-02, eta: 1 day, 15:53:22, time: 1.102, data_time: 0.003, memory: 5812, loss_cls: 6.7514, loss: 6.7514, grad_norm: 4.7704 2020-10-23 21:27:25,929 - mmaction - INFO - Epoch [21][780/1492] lr: 1.000e-02, eta: 1 day, 15:52:48, time: 1.079, data_time: 0.003, memory: 5812, loss_cls: 6.7929, loss: 6.7929, grad_norm: 4.8222 2020-10-23 21:27:47,677 - mmaction - INFO - Epoch [21][800/1492] lr: 1.000e-02, eta: 1 day, 15:52:14, time: 1.086, data_time: 0.002, memory: 5812, loss_cls: 6.6095, loss: 6.6095, grad_norm: 4.7269 2020-10-23 21:28:09,329 - mmaction - INFO - Epoch [21][820/1492] lr: 1.000e-02, eta: 1 day, 15:51:40, time: 1.083, data_time: 0.004, memory: 5812, loss_cls: 6.7385, loss: 6.7385, grad_norm: 4.8767 2020-10-23 21:28:31,424 - mmaction - INFO - Epoch [21][840/1492] lr: 1.000e-02, eta: 1 day, 15:51:08, time: 1.107, data_time: 0.004, memory: 5812, loss_cls: 6.7537, loss: 6.7537, grad_norm: 4.9457 2020-10-23 21:28:53,094 - mmaction - INFO - Epoch [21][860/1492] lr: 1.000e-02, eta: 1 day, 15:50:34, time: 1.084, data_time: 0.004, memory: 5812, loss_cls: 6.8346, loss: 6.8346, grad_norm: 4.9541 2020-10-23 21:29:15,390 - mmaction - INFO - Epoch [21][880/1492] lr: 1.000e-02, eta: 1 day, 15:50:02, time: 1.110, data_time: 0.005, memory: 5812, loss_cls: 6.8245, loss: 6.8245, grad_norm: 4.8802 2020-10-23 21:29:36,562 - mmaction - INFO - Epoch [21][900/1492] lr: 1.000e-02, eta: 1 day, 15:49:26, time: 1.060, data_time: 0.007, memory: 5812, loss_cls: 6.7807, loss: 6.7807, grad_norm: 4.8624 2020-10-23 21:29:58,567 - mmaction - INFO - Epoch [21][920/1492] lr: 1.000e-02, eta: 1 day, 15:48:53, time: 1.095, data_time: 0.005, memory: 5812, loss_cls: 6.7654, loss: 6.7654, grad_norm: 4.7919 2020-10-23 21:30:20,712 - mmaction - INFO - Epoch [21][940/1492] lr: 1.000e-02, eta: 1 day, 15:48:21, time: 1.112, data_time: 0.013, memory: 5812, loss_cls: 6.9369, loss: 6.9369, grad_norm: 4.9106 2020-10-23 21:30:43,028 - mmaction - INFO - Epoch [21][960/1492] lr: 1.000e-02, eta: 1 day, 15:47:49, time: 1.104, data_time: 0.006, memory: 5812, loss_cls: 6.8306, loss: 6.8306, grad_norm: 4.8118 2020-10-23 21:31:05,144 - mmaction - INFO - Epoch [21][980/1492] lr: 1.000e-02, eta: 1 day, 15:47:17, time: 1.119, data_time: 0.017, memory: 5812, loss_cls: 6.8843, loss: 6.8843, grad_norm: 4.9460 2020-10-23 21:31:25,718 - mmaction - INFO - Epoch [21][1000/1492] lr: 1.000e-02, eta: 1 day, 15:46:39, time: 1.028, data_time: 0.003, memory: 5812, loss_cls: 6.7391, loss: 6.7391, grad_norm: 4.9026 2020-10-23 21:31:48,038 - mmaction - INFO - Epoch [21][1020/1492] lr: 1.000e-02, eta: 1 day, 15:46:08, time: 1.111, data_time: 0.005, memory: 5812, loss_cls: 6.6198, loss: 6.6198, grad_norm: 4.7082 2020-10-23 21:32:10,520 - mmaction - INFO - Epoch [21][1040/1492] lr: 1.000e-02, eta: 1 day, 15:45:37, time: 1.126, data_time: 0.009, memory: 5812, loss_cls: 6.8322, loss: 6.8322, grad_norm: 4.8261 2020-10-23 21:32:32,730 - mmaction - INFO - Epoch [21][1060/1492] lr: 1.000e-02, eta: 1 day, 15:45:06, time: 1.116, data_time: 0.009, memory: 5812, loss_cls: 6.7796, loss: 6.7796, grad_norm: 4.8197 2020-10-23 21:32:54,821 - mmaction - INFO - Epoch [21][1080/1492] lr: 1.000e-02, eta: 1 day, 15:44:33, time: 1.101, data_time: 0.002, memory: 5812, loss_cls: 6.7090, loss: 6.7090, grad_norm: 4.8316 2020-10-23 21:33:16,386 - mmaction - INFO - Epoch [21][1100/1492] lr: 1.000e-02, eta: 1 day, 15:43:59, time: 1.080, data_time: 0.009, memory: 5812, loss_cls: 6.7414, loss: 6.7414, grad_norm: 4.9199 2020-10-23 21:33:38,701 - mmaction - INFO - Epoch [21][1120/1492] lr: 1.000e-02, eta: 1 day, 15:43:28, time: 1.116, data_time: 0.003, memory: 5812, loss_cls: 6.7081, loss: 6.7081, grad_norm: 4.8005 2020-10-23 21:34:00,930 - mmaction - INFO - Epoch [21][1140/1492] lr: 1.000e-02, eta: 1 day, 15:42:56, time: 1.111, data_time: 0.003, memory: 5812, loss_cls: 6.7580, loss: 6.7580, grad_norm: 4.8712 2020-10-23 21:34:23,096 - mmaction - INFO - Epoch [21][1160/1492] lr: 1.000e-02, eta: 1 day, 15:42:24, time: 1.107, data_time: 0.005, memory: 5812, loss_cls: 6.8947, loss: 6.8947, grad_norm: 4.8514 2020-10-23 21:34:45,925 - mmaction - INFO - Epoch [21][1180/1492] lr: 1.000e-02, eta: 1 day, 15:41:55, time: 1.145, data_time: 0.007, memory: 5812, loss_cls: 6.7794, loss: 6.7794, grad_norm: 4.7972 2020-10-23 21:35:07,706 - mmaction - INFO - Epoch [21][1200/1492] lr: 1.000e-02, eta: 1 day, 15:41:21, time: 1.089, data_time: 0.002, memory: 5812, loss_cls: 6.6523, loss: 6.6523, grad_norm: 4.8386 2020-10-23 21:35:30,562 - mmaction - INFO - Epoch [21][1220/1492] lr: 1.000e-02, eta: 1 day, 15:40:52, time: 1.136, data_time: 0.003, memory: 5812, loss_cls: 6.7913, loss: 6.7913, grad_norm: 4.8144 2020-10-23 21:35:52,322 - mmaction - INFO - Epoch [21][1240/1492] lr: 1.000e-02, eta: 1 day, 15:40:19, time: 1.093, data_time: 0.008, memory: 5812, loss_cls: 6.8004, loss: 6.8004, grad_norm: 4.8658 2020-10-23 21:36:15,208 - mmaction - INFO - Epoch [21][1260/1492] lr: 1.000e-02, eta: 1 day, 15:39:50, time: 1.146, data_time: 0.003, memory: 5812, loss_cls: 6.8620, loss: 6.8620, grad_norm: 4.8751 2020-10-23 21:36:37,227 - mmaction - INFO - Epoch [21][1280/1492] lr: 1.000e-02, eta: 1 day, 15:39:17, time: 1.096, data_time: 0.002, memory: 5812, loss_cls: 6.9503, loss: 6.9503, grad_norm: 4.8176 2020-10-23 21:36:58,957 - mmaction - INFO - Epoch [21][1300/1492] lr: 1.000e-02, eta: 1 day, 15:38:44, time: 1.090, data_time: 0.005, memory: 5812, loss_cls: 6.7501, loss: 6.7501, grad_norm: 4.8237 2020-10-23 21:37:21,085 - mmaction - INFO - Epoch [21][1320/1492] lr: 1.000e-02, eta: 1 day, 15:38:11, time: 1.102, data_time: 0.002, memory: 5812, loss_cls: 6.8827, loss: 6.8827, grad_norm: 4.8580 2020-10-23 21:37:43,535 - mmaction - INFO - Epoch [21][1340/1492] lr: 1.000e-02, eta: 1 day, 15:37:41, time: 1.127, data_time: 0.007, memory: 5812, loss_cls: 6.7656, loss: 6.7656, grad_norm: 4.8146 2020-10-23 21:38:06,196 - mmaction - INFO - Epoch [21][1360/1492] lr: 1.000e-02, eta: 1 day, 15:37:11, time: 1.133, data_time: 0.003, memory: 5812, loss_cls: 6.7898, loss: 6.7898, grad_norm: 4.7488 2020-10-23 21:38:27,950 - mmaction - INFO - Epoch [21][1380/1492] lr: 1.000e-02, eta: 1 day, 15:36:38, time: 1.087, data_time: 0.003, memory: 5812, loss_cls: 6.6992, loss: 6.6992, grad_norm: 4.8478 2020-10-23 21:38:50,788 - mmaction - INFO - Epoch [21][1400/1492] lr: 1.000e-02, eta: 1 day, 15:36:08, time: 1.132, data_time: 0.014, memory: 5812, loss_cls: 6.8439, loss: 6.8439, grad_norm: 4.9156 2020-10-23 21:39:12,523 - mmaction - INFO - Epoch [21][1420/1492] lr: 1.000e-02, eta: 1 day, 15:35:35, time: 1.097, data_time: 0.016, memory: 5812, loss_cls: 6.8203, loss: 6.8203, grad_norm: 4.8101 2020-10-23 21:39:34,724 - mmaction - INFO - Epoch [21][1440/1492] lr: 1.000e-02, eta: 1 day, 15:35:03, time: 1.101, data_time: 0.004, memory: 5812, loss_cls: 6.6755, loss: 6.6755, grad_norm: 4.8017 2020-10-23 21:39:57,675 - mmaction - INFO - Epoch [21][1460/1492] lr: 1.000e-02, eta: 1 day, 15:34:35, time: 1.157, data_time: 0.016, memory: 5812, loss_cls: 6.8410, loss: 6.8410, grad_norm: 4.8636 2020-10-23 21:40:19,453 - mmaction - INFO - Epoch [21][1480/1492] lr: 1.000e-02, eta: 1 day, 15:34:02, time: 1.091, data_time: 0.005, memory: 5812, loss_cls: 6.8730, loss: 6.8730, grad_norm: 4.8599 2020-10-23 21:41:17,914 - mmaction - INFO - Epoch [22][20/1492] lr: 1.000e-02, eta: 1 day, 15:33:37, time: 2.112, data_time: 1.411, memory: 5812, loss_cls: 6.7888, loss: 6.7888, grad_norm: 4.7950 2020-10-23 21:41:40,616 - mmaction - INFO - Epoch [22][40/1492] lr: 1.000e-02, eta: 1 day, 15:33:07, time: 1.130, data_time: 0.023, memory: 5812, loss_cls: 6.7947, loss: 6.7947, grad_norm: 4.8085 2020-10-23 21:42:02,876 - mmaction - INFO - Epoch [22][60/1492] lr: 1.000e-02, eta: 1 day, 15:32:35, time: 1.112, data_time: 0.012, memory: 5812, loss_cls: 6.6301, loss: 6.6301, grad_norm: 4.7600 2020-10-23 21:42:25,209 - mmaction - INFO - Epoch [22][80/1492] lr: 1.000e-02, eta: 1 day, 15:32:04, time: 1.119, data_time: 0.010, memory: 5812, loss_cls: 6.7229, loss: 6.7229, grad_norm: 4.8375 2020-10-23 21:42:47,485 - mmaction - INFO - Epoch [22][100/1492] lr: 1.000e-02, eta: 1 day, 15:31:33, time: 1.112, data_time: 0.009, memory: 5812, loss_cls: 6.6607, loss: 6.6607, grad_norm: 4.7810 2020-10-23 21:43:09,729 - mmaction - INFO - Epoch [22][120/1492] lr: 1.000e-02, eta: 1 day, 15:31:01, time: 1.108, data_time: 0.013, memory: 5812, loss_cls: 6.7989, loss: 6.7989, grad_norm: 4.9433 2020-10-23 21:43:32,019 - mmaction - INFO - Epoch [22][140/1492] lr: 1.000e-02, eta: 1 day, 15:30:31, time: 1.126, data_time: 0.016, memory: 5812, loss_cls: 6.6602, loss: 6.6602, grad_norm: 4.7062 2020-10-23 21:43:54,110 - mmaction - INFO - Epoch [22][160/1492] lr: 1.000e-02, eta: 1 day, 15:29:59, time: 1.104, data_time: 0.002, memory: 5812, loss_cls: 6.7944, loss: 6.7944, grad_norm: 4.9271 2020-10-23 21:44:15,750 - mmaction - INFO - Epoch [22][180/1492] lr: 1.000e-02, eta: 1 day, 15:29:25, time: 1.080, data_time: 0.001, memory: 5812, loss_cls: 6.6613, loss: 6.6613, grad_norm: 4.8764 2020-10-23 21:44:37,882 - mmaction - INFO - Epoch [22][200/1492] lr: 1.000e-02, eta: 1 day, 15:28:53, time: 1.104, data_time: 0.005, memory: 5812, loss_cls: 6.6999, loss: 6.6999, grad_norm: 4.8744 2020-10-23 21:44:59,686 - mmaction - INFO - Epoch [22][220/1492] lr: 1.000e-02, eta: 1 day, 15:28:20, time: 1.091, data_time: 0.008, memory: 5812, loss_cls: 6.8274, loss: 6.8274, grad_norm: 4.8190 2020-10-23 21:45:20,871 - mmaction - INFO - Epoch [22][240/1492] lr: 1.000e-02, eta: 1 day, 15:27:45, time: 1.057, data_time: 0.004, memory: 5812, loss_cls: 6.8777, loss: 6.8777, grad_norm: 4.8774 2020-10-23 21:45:43,589 - mmaction - INFO - Epoch [22][260/1492] lr: 1.000e-02, eta: 1 day, 15:27:16, time: 1.138, data_time: 0.008, memory: 5812, loss_cls: 6.7468, loss: 6.7468, grad_norm: 4.7628 2020-10-23 21:46:05,741 - mmaction - INFO - Epoch [22][280/1492] lr: 1.000e-02, eta: 1 day, 15:26:44, time: 1.108, data_time: 0.003, memory: 5812, loss_cls: 6.8920, loss: 6.8920, grad_norm: 4.9501 2020-10-23 21:46:27,689 - mmaction - INFO - Epoch [22][300/1492] lr: 1.000e-02, eta: 1 day, 15:26:12, time: 1.095, data_time: 0.003, memory: 5812, loss_cls: 6.6924, loss: 6.6924, grad_norm: 4.8279 2020-10-23 21:46:49,911 - mmaction - INFO - Epoch [22][320/1492] lr: 1.000e-02, eta: 1 day, 15:25:40, time: 1.107, data_time: 0.006, memory: 5812, loss_cls: 6.7977, loss: 6.7977, grad_norm: 4.8478 2020-10-23 21:47:11,705 - mmaction - INFO - Epoch [22][340/1492] lr: 1.000e-02, eta: 1 day, 15:25:08, time: 1.094, data_time: 0.011, memory: 5812, loss_cls: 6.7848, loss: 6.7848, grad_norm: 4.7809 2020-10-23 21:47:33,716 - mmaction - INFO - Epoch [22][360/1492] lr: 1.000e-02, eta: 1 day, 15:24:35, time: 1.101, data_time: 0.006, memory: 5812, loss_cls: 6.7971, loss: 6.7971, grad_norm: 4.8938 2020-10-23 21:47:55,503 - mmaction - INFO - Epoch [22][380/1492] lr: 1.000e-02, eta: 1 day, 15:24:02, time: 1.086, data_time: 0.005, memory: 5812, loss_cls: 6.8046, loss: 6.8046, grad_norm: 4.8485 2020-10-23 21:48:17,375 - mmaction - INFO - Epoch [22][400/1492] lr: 1.000e-02, eta: 1 day, 15:23:29, time: 1.089, data_time: 0.012, memory: 5812, loss_cls: 6.7355, loss: 6.7355, grad_norm: 4.8623 2020-10-23 21:48:39,267 - mmaction - INFO - Epoch [22][420/1492] lr: 1.000e-02, eta: 1 day, 15:22:58, time: 1.105, data_time: 0.013, memory: 5812, loss_cls: 6.7411, loss: 6.7411, grad_norm: 4.8542 2020-10-23 21:49:01,662 - mmaction - INFO - Epoch [22][440/1492] lr: 1.000e-02, eta: 1 day, 15:22:27, time: 1.115, data_time: 0.002, memory: 5812, loss_cls: 6.8023, loss: 6.8023, grad_norm: 4.9708 2020-10-23 21:49:23,098 - mmaction - INFO - Epoch [22][460/1492] lr: 1.000e-02, eta: 1 day, 15:21:53, time: 1.075, data_time: 0.012, memory: 5812, loss_cls: 6.7557, loss: 6.7557, grad_norm: 4.7237 2020-10-23 21:49:44,821 - mmaction - INFO - Epoch [22][480/1492] lr: 1.000e-02, eta: 1 day, 15:21:19, time: 1.081, data_time: 0.004, memory: 5812, loss_cls: 6.7355, loss: 6.7355, grad_norm: 4.7854 2020-10-23 21:50:06,924 - mmaction - INFO - Epoch [22][500/1492] lr: 1.000e-02, eta: 1 day, 15:20:48, time: 1.112, data_time: 0.009, memory: 5812, loss_cls: 6.6784, loss: 6.6784, grad_norm: 4.7872 2020-10-23 21:50:28,836 - mmaction - INFO - Epoch [22][520/1492] lr: 1.000e-02, eta: 1 day, 15:20:15, time: 1.085, data_time: 0.001, memory: 5812, loss_cls: 6.7402, loss: 6.7402, grad_norm: 4.7942 2020-10-23 21:50:50,909 - mmaction - INFO - Epoch [22][540/1492] lr: 1.000e-02, eta: 1 day, 15:19:44, time: 1.108, data_time: 0.011, memory: 5812, loss_cls: 6.8235, loss: 6.8235, grad_norm: 4.9263 2020-10-23 21:51:13,395 - mmaction - INFO - Epoch [22][560/1492] lr: 1.000e-02, eta: 1 day, 15:19:14, time: 1.127, data_time: 0.009, memory: 5812, loss_cls: 6.6993, loss: 6.6993, grad_norm: 4.8232 2020-10-23 21:51:35,410 - mmaction - INFO - Epoch [22][580/1492] lr: 1.000e-02, eta: 1 day, 15:18:42, time: 1.098, data_time: 0.010, memory: 5812, loss_cls: 6.9561, loss: 6.9561, grad_norm: 4.9107 2020-10-23 21:51:57,307 - mmaction - INFO - Epoch [22][600/1492] lr: 1.000e-02, eta: 1 day, 15:18:09, time: 1.095, data_time: 0.012, memory: 5812, loss_cls: 6.8163, loss: 6.8163, grad_norm: 4.8851 2020-10-23 21:52:18,978 - mmaction - INFO - Epoch [22][620/1492] lr: 1.000e-02, eta: 1 day, 15:17:37, time: 1.090, data_time: 0.009, memory: 5812, loss_cls: 6.8653, loss: 6.8653, grad_norm: 4.8942 2020-10-23 21:52:40,908 - mmaction - INFO - Epoch [22][640/1492] lr: 1.000e-02, eta: 1 day, 15:17:04, time: 1.090, data_time: 0.002, memory: 5812, loss_cls: 6.8404, loss: 6.8404, grad_norm: 4.9591 2020-10-23 21:53:03,028 - mmaction - INFO - Epoch [22][660/1492] lr: 1.000e-02, eta: 1 day, 15:16:33, time: 1.111, data_time: 0.010, memory: 5812, loss_cls: 6.7864, loss: 6.7864, grad_norm: 4.8282 2020-10-23 21:53:25,749 - mmaction - INFO - Epoch [22][680/1492] lr: 1.000e-02, eta: 1 day, 15:16:03, time: 1.132, data_time: 0.003, memory: 5812, loss_cls: 6.7722, loss: 6.7722, grad_norm: 4.7541 2020-10-23 21:53:47,827 - mmaction - INFO - Epoch [22][700/1492] lr: 1.000e-02, eta: 1 day, 15:15:31, time: 1.101, data_time: 0.010, memory: 5812, loss_cls: 6.7286, loss: 6.7286, grad_norm: 4.8366 2020-10-23 21:54:09,212 - mmaction - INFO - Epoch [22][720/1492] lr: 1.000e-02, eta: 1 day, 15:14:58, time: 1.077, data_time: 0.012, memory: 5812, loss_cls: 6.7462, loss: 6.7462, grad_norm: 4.7857 2020-10-23 21:54:31,256 - mmaction - INFO - Epoch [22][740/1492] lr: 1.000e-02, eta: 1 day, 15:14:26, time: 1.100, data_time: 0.003, memory: 5812, loss_cls: 6.7055, loss: 6.7055, grad_norm: 4.9068 2020-10-23 21:54:53,259 - mmaction - INFO - Epoch [22][760/1492] lr: 1.000e-02, eta: 1 day, 15:13:54, time: 1.104, data_time: 0.006, memory: 5812, loss_cls: 6.7585, loss: 6.7585, grad_norm: 4.8551 2020-10-23 21:55:15,008 - mmaction - INFO - Epoch [22][780/1492] lr: 1.000e-02, eta: 1 day, 15:13:21, time: 1.086, data_time: 0.005, memory: 5812, loss_cls: 6.7160, loss: 6.7160, grad_norm: 4.8629 2020-10-23 21:55:36,897 - mmaction - INFO - Epoch [22][800/1492] lr: 1.000e-02, eta: 1 day, 15:12:49, time: 1.094, data_time: 0.005, memory: 5812, loss_cls: 6.8168, loss: 6.8168, grad_norm: 4.8043 2020-10-23 21:55:58,913 - mmaction - INFO - Epoch [22][820/1492] lr: 1.000e-02, eta: 1 day, 15:12:17, time: 1.103, data_time: 0.006, memory: 5812, loss_cls: 6.8417, loss: 6.8417, grad_norm: 4.8498 2020-10-23 21:56:21,085 - mmaction - INFO - Epoch [22][840/1492] lr: 1.000e-02, eta: 1 day, 15:11:46, time: 1.100, data_time: 0.003, memory: 5812, loss_cls: 6.7451, loss: 6.7451, grad_norm: 4.8471 2020-10-23 21:56:42,802 - mmaction - INFO - Epoch [22][860/1492] lr: 1.000e-02, eta: 1 day, 15:11:13, time: 1.094, data_time: 0.012, memory: 5812, loss_cls: 6.9177, loss: 6.9177, grad_norm: 4.8583 2020-10-23 21:57:05,108 - mmaction - INFO - Epoch [22][880/1492] lr: 1.000e-02, eta: 1 day, 15:10:42, time: 1.110, data_time: 0.003, memory: 5812, loss_cls: 6.6958, loss: 6.6958, grad_norm: 4.7535 2020-10-23 21:57:27,363 - mmaction - INFO - Epoch [22][900/1492] lr: 1.000e-02, eta: 1 day, 15:10:12, time: 1.115, data_time: 0.008, memory: 5812, loss_cls: 6.7495, loss: 6.7495, grad_norm: 4.8531 2020-10-23 21:57:49,264 - mmaction - INFO - Epoch [22][920/1492] lr: 1.000e-02, eta: 1 day, 15:09:40, time: 1.097, data_time: 0.006, memory: 5812, loss_cls: 6.8228, loss: 6.8228, grad_norm: 4.8749 2020-10-23 21:58:10,836 - mmaction - INFO - Epoch [22][940/1492] lr: 1.000e-02, eta: 1 day, 15:09:06, time: 1.079, data_time: 0.008, memory: 5812, loss_cls: 6.8319, loss: 6.8319, grad_norm: 4.8782 2020-10-23 21:58:32,711 - mmaction - INFO - Epoch [22][960/1492] lr: 1.000e-02, eta: 1 day, 15:08:34, time: 1.095, data_time: 0.003, memory: 5812, loss_cls: 6.6172, loss: 6.6172, grad_norm: 4.7882 2020-10-23 21:58:54,676 - mmaction - INFO - Epoch [22][980/1492] lr: 1.000e-02, eta: 1 day, 15:08:02, time: 1.096, data_time: 0.006, memory: 5812, loss_cls: 6.8726, loss: 6.8726, grad_norm: 4.9007 2020-10-23 21:59:15,635 - mmaction - INFO - Epoch [22][1000/1492] lr: 1.000e-02, eta: 1 day, 15:07:27, time: 1.051, data_time: 0.006, memory: 5812, loss_cls: 6.6386, loss: 6.6386, grad_norm: 4.8117 2020-10-23 21:59:38,102 - mmaction - INFO - Epoch [22][1020/1492] lr: 1.000e-02, eta: 1 day, 15:06:57, time: 1.122, data_time: 0.002, memory: 5812, loss_cls: 6.8291, loss: 6.8291, grad_norm: 4.8901 2020-10-23 21:59:59,785 - mmaction - INFO - Epoch [22][1040/1492] lr: 1.000e-02, eta: 1 day, 15:06:24, time: 1.085, data_time: 0.008, memory: 5812, loss_cls: 6.8147, loss: 6.8147, grad_norm: 4.8326 2020-10-23 22:00:21,609 - mmaction - INFO - Epoch [22][1060/1492] lr: 1.000e-02, eta: 1 day, 15:05:51, time: 1.086, data_time: 0.003, memory: 5812, loss_cls: 6.7922, loss: 6.7922, grad_norm: 4.9374 2020-10-23 22:00:43,212 - mmaction - INFO - Epoch [22][1080/1492] lr: 1.000e-02, eta: 1 day, 15:05:18, time: 1.079, data_time: 0.007, memory: 5812, loss_cls: 6.7340, loss: 6.7340, grad_norm: 4.9579 2020-10-23 22:01:05,470 - mmaction - INFO - Epoch [22][1100/1492] lr: 1.000e-02, eta: 1 day, 15:04:47, time: 1.108, data_time: 0.008, memory: 5812, loss_cls: 6.7206, loss: 6.7206, grad_norm: 4.8016 2020-10-23 22:01:26,993 - mmaction - INFO - Epoch [22][1120/1492] lr: 1.000e-02, eta: 1 day, 15:04:14, time: 1.084, data_time: 0.012, memory: 5812, loss_cls: 6.8128, loss: 6.8128, grad_norm: 4.8217 2020-10-23 22:01:48,995 - mmaction - INFO - Epoch [22][1140/1492] lr: 1.000e-02, eta: 1 day, 15:03:43, time: 1.103, data_time: 0.005, memory: 5812, loss_cls: 6.7463, loss: 6.7463, grad_norm: 4.7801 2020-10-23 22:02:10,965 - mmaction - INFO - Epoch [22][1160/1492] lr: 1.000e-02, eta: 1 day, 15:03:11, time: 1.098, data_time: 0.001, memory: 5812, loss_cls: 6.7428, loss: 6.7428, grad_norm: 4.8280 2020-10-23 22:02:32,377 - mmaction - INFO - Epoch [22][1180/1492] lr: 1.000e-02, eta: 1 day, 15:02:37, time: 1.069, data_time: 0.002, memory: 5812, loss_cls: 6.8259, loss: 6.8259, grad_norm: 4.8178 2020-10-23 22:02:53,847 - mmaction - INFO - Epoch [22][1200/1492] lr: 1.000e-02, eta: 1 day, 15:02:04, time: 1.071, data_time: 0.003, memory: 5812, loss_cls: 6.7923, loss: 6.7923, grad_norm: 4.7803 2020-10-23 22:03:16,430 - mmaction - INFO - Epoch [22][1220/1492] lr: 1.000e-02, eta: 1 day, 15:01:35, time: 1.132, data_time: 0.006, memory: 5812, loss_cls: 6.7312, loss: 6.7312, grad_norm: 4.8216 2020-10-23 22:03:38,361 - mmaction - INFO - Epoch [22][1240/1492] lr: 1.000e-02, eta: 1 day, 15:01:02, time: 1.092, data_time: 0.002, memory: 5812, loss_cls: 6.9194, loss: 6.9194, grad_norm: 4.8927 2020-10-23 22:04:00,285 - mmaction - INFO - Epoch [22][1260/1492] lr: 1.000e-02, eta: 1 day, 15:00:31, time: 1.097, data_time: 0.006, memory: 5812, loss_cls: 6.8255, loss: 6.8255, grad_norm: 4.8352 2020-10-23 22:04:22,033 - mmaction - INFO - Epoch [22][1280/1492] lr: 1.000e-02, eta: 1 day, 14:59:58, time: 1.085, data_time: 0.005, memory: 5812, loss_cls: 6.8368, loss: 6.8368, grad_norm: 4.8210 2020-10-23 22:04:44,064 - mmaction - INFO - Epoch [22][1300/1492] lr: 1.000e-02, eta: 1 day, 14:59:26, time: 1.093, data_time: 0.008, memory: 5812, loss_cls: 6.8857, loss: 6.8857, grad_norm: 4.7693 2020-10-23 22:05:06,397 - mmaction - INFO - Epoch [22][1320/1492] lr: 1.000e-02, eta: 1 day, 14:58:57, time: 1.130, data_time: 0.015, memory: 5812, loss_cls: 6.7226, loss: 6.7226, grad_norm: 4.7536 2020-10-23 22:05:28,607 - mmaction - INFO - Epoch [22][1340/1492] lr: 1.000e-02, eta: 1 day, 14:58:25, time: 1.102, data_time: 0.002, memory: 5812, loss_cls: 6.8207, loss: 6.8207, grad_norm: 4.8559 2020-10-23 22:05:50,243 - mmaction - INFO - Epoch [22][1360/1492] lr: 1.000e-02, eta: 1 day, 14:57:53, time: 1.086, data_time: 0.012, memory: 5812, loss_cls: 6.7465, loss: 6.7465, grad_norm: 4.7644 2020-10-23 22:06:12,432 - mmaction - INFO - Epoch [22][1380/1492] lr: 1.000e-02, eta: 1 day, 14:57:22, time: 1.110, data_time: 0.006, memory: 5812, loss_cls: 6.9074, loss: 6.9074, grad_norm: 4.8519 2020-10-23 22:06:34,474 - mmaction - INFO - Epoch [22][1400/1492] lr: 1.000e-02, eta: 1 day, 14:56:50, time: 1.099, data_time: 0.007, memory: 5812, loss_cls: 6.7932, loss: 6.7932, grad_norm: 4.8096 2020-10-23 22:06:56,396 - mmaction - INFO - Epoch [22][1420/1492] lr: 1.000e-02, eta: 1 day, 14:56:19, time: 1.100, data_time: 0.009, memory: 5812, loss_cls: 6.7458, loss: 6.7458, grad_norm: 4.7658 2020-10-23 22:07:18,351 - mmaction - INFO - Epoch [22][1440/1492] lr: 1.000e-02, eta: 1 day, 14:55:47, time: 1.096, data_time: 0.005, memory: 5812, loss_cls: 6.6275, loss: 6.6275, grad_norm: 4.7201 2020-10-23 22:07:40,267 - mmaction - INFO - Epoch [22][1460/1492] lr: 1.000e-02, eta: 1 day, 14:55:16, time: 1.096, data_time: 0.008, memory: 5812, loss_cls: 6.7227, loss: 6.7227, grad_norm: 4.8271 2020-10-23 22:08:02,403 - mmaction - INFO - Epoch [22][1480/1492] lr: 1.000e-02, eta: 1 day, 14:54:45, time: 1.111, data_time: 0.007, memory: 5812, loss_cls: 6.7211, loss: 6.7211, grad_norm: 4.8078 2020-10-23 22:08:53,878 - mmaction - INFO - Epoch [23][20/1492] lr: 1.000e-02, eta: 1 day, 14:54:04, time: 1.894, data_time: 0.982, memory: 5812, loss_cls: 6.8136, loss: 6.8136, grad_norm: 4.8670 2020-10-23 22:09:16,489 - mmaction - INFO - Epoch [23][40/1492] lr: 1.000e-02, eta: 1 day, 14:53:35, time: 1.127, data_time: 0.006, memory: 5812, loss_cls: 6.7123, loss: 6.7123, grad_norm: 4.8195 2020-10-23 22:09:38,743 - mmaction - INFO - Epoch [23][60/1492] lr: 1.000e-02, eta: 1 day, 14:53:04, time: 1.115, data_time: 0.010, memory: 5812, loss_cls: 6.7248, loss: 6.7248, grad_norm: 4.7774 2020-10-23 22:10:00,432 - mmaction - INFO - Epoch [23][80/1492] lr: 1.000e-02, eta: 1 day, 14:52:32, time: 1.087, data_time: 0.004, memory: 5812, loss_cls: 6.7320, loss: 6.7320, grad_norm: 4.7643 2020-10-23 22:10:23,326 - mmaction - INFO - Epoch [23][100/1492] lr: 1.000e-02, eta: 1 day, 14:52:03, time: 1.138, data_time: 0.002, memory: 5812, loss_cls: 6.8072, loss: 6.8072, grad_norm: 4.8238 2020-10-23 22:10:45,480 - mmaction - INFO - Epoch [23][120/1492] lr: 1.000e-02, eta: 1 day, 14:51:33, time: 1.109, data_time: 0.012, memory: 5812, loss_cls: 6.6531, loss: 6.6531, grad_norm: 4.7585 2020-10-23 22:11:07,051 - mmaction - INFO - Epoch [23][140/1492] lr: 1.000e-02, eta: 1 day, 14:51:00, time: 1.083, data_time: 0.009, memory: 5812, loss_cls: 6.6517, loss: 6.6517, grad_norm: 4.8283 2020-10-23 22:11:29,178 - mmaction - INFO - Epoch [23][160/1492] lr: 1.000e-02, eta: 1 day, 14:50:29, time: 1.103, data_time: 0.003, memory: 5812, loss_cls: 6.6513, loss: 6.6513, grad_norm: 4.8607 2020-10-23 22:11:50,792 - mmaction - INFO - Epoch [23][180/1492] lr: 1.000e-02, eta: 1 day, 14:49:57, time: 1.085, data_time: 0.007, memory: 5812, loss_cls: 6.8345, loss: 6.8345, grad_norm: 4.9117 2020-10-23 22:12:12,918 - mmaction - INFO - Epoch [23][200/1492] lr: 1.000e-02, eta: 1 day, 14:49:26, time: 1.107, data_time: 0.017, memory: 5812, loss_cls: 6.7455, loss: 6.7455, grad_norm: 4.8565 2020-10-23 22:12:35,245 - mmaction - INFO - Epoch [23][220/1492] lr: 1.000e-02, eta: 1 day, 14:48:55, time: 1.111, data_time: 0.002, memory: 5812, loss_cls: 6.7416, loss: 6.7416, grad_norm: 4.7757 2020-10-23 22:12:57,380 - mmaction - INFO - Epoch [23][240/1492] lr: 1.000e-02, eta: 1 day, 14:48:25, time: 1.112, data_time: 0.007, memory: 5812, loss_cls: 6.7585, loss: 6.7585, grad_norm: 4.8390 2020-10-23 22:13:18,559 - mmaction - INFO - Epoch [23][260/1492] lr: 1.000e-02, eta: 1 day, 14:47:50, time: 1.058, data_time: 0.003, memory: 5812, loss_cls: 6.7237, loss: 6.7237, grad_norm: 4.8794 2020-10-23 22:13:40,746 - mmaction - INFO - Epoch [23][280/1492] lr: 1.000e-02, eta: 1 day, 14:47:20, time: 1.106, data_time: 0.002, memory: 5812, loss_cls: 6.7353, loss: 6.7353, grad_norm: 4.8668 2020-10-23 22:14:02,575 - mmaction - INFO - Epoch [23][300/1492] lr: 1.000e-02, eta: 1 day, 14:46:48, time: 1.093, data_time: 0.007, memory: 5812, loss_cls: 6.8565, loss: 6.8565, grad_norm: 4.9354 2020-10-23 22:14:24,123 - mmaction - INFO - Epoch [23][320/1492] lr: 1.000e-02, eta: 1 day, 14:46:15, time: 1.078, data_time: 0.010, memory: 5812, loss_cls: 6.7864, loss: 6.7864, grad_norm: 4.8683 2020-10-23 22:14:45,380 - mmaction - INFO - Epoch [23][340/1492] lr: 1.000e-02, eta: 1 day, 14:45:41, time: 1.064, data_time: 0.003, memory: 5812, loss_cls: 6.7504, loss: 6.7504, grad_norm: 4.7766 2020-10-23 22:15:07,075 - mmaction - INFO - Epoch [23][360/1492] lr: 1.000e-02, eta: 1 day, 14:45:09, time: 1.083, data_time: 0.001, memory: 5812, loss_cls: 6.7806, loss: 6.7806, grad_norm: 4.8465 2020-10-23 22:15:29,658 - mmaction - INFO - Epoch [23][380/1492] lr: 1.000e-02, eta: 1 day, 14:44:40, time: 1.130, data_time: 0.004, memory: 5812, loss_cls: 6.7163, loss: 6.7163, grad_norm: 4.6951 2020-10-23 22:15:51,847 - mmaction - INFO - Epoch [23][400/1492] lr: 1.000e-02, eta: 1 day, 14:44:09, time: 1.111, data_time: 0.006, memory: 5812, loss_cls: 6.6838, loss: 6.6838, grad_norm: 4.7712 2020-10-23 22:16:13,488 - mmaction - INFO - Epoch [23][420/1492] lr: 1.000e-02, eta: 1 day, 14:43:37, time: 1.080, data_time: 0.001, memory: 5812, loss_cls: 6.7445, loss: 6.7445, grad_norm: 4.8362 2020-10-23 22:16:36,054 - mmaction - INFO - Epoch [23][440/1492] lr: 1.000e-02, eta: 1 day, 14:43:07, time: 1.124, data_time: 0.003, memory: 5812, loss_cls: 6.8325, loss: 6.8325, grad_norm: 4.8762 2020-10-23 22:16:58,312 - mmaction - INFO - Epoch [23][460/1492] lr: 1.000e-02, eta: 1 day, 14:42:37, time: 1.119, data_time: 0.009, memory: 5812, loss_cls: 6.7260, loss: 6.7260, grad_norm: 4.7671 2020-10-23 22:17:20,464 - mmaction - INFO - Epoch [23][480/1492] lr: 1.000e-02, eta: 1 day, 14:42:07, time: 1.108, data_time: 0.003, memory: 5812, loss_cls: 6.7821, loss: 6.7821, grad_norm: 4.8210 2020-10-23 22:17:42,967 - mmaction - INFO - Epoch [23][500/1492] lr: 1.000e-02, eta: 1 day, 14:41:37, time: 1.124, data_time: 0.003, memory: 5812, loss_cls: 6.6538, loss: 6.6538, grad_norm: 4.7811 2020-10-23 22:18:05,226 - mmaction - INFO - Epoch [23][520/1492] lr: 1.000e-02, eta: 1 day, 14:41:06, time: 1.103, data_time: 0.003, memory: 5812, loss_cls: 6.7365, loss: 6.7365, grad_norm: 4.7841 2020-10-23 22:18:28,091 - mmaction - INFO - Epoch [23][540/1492] lr: 1.000e-02, eta: 1 day, 14:40:39, time: 1.149, data_time: 0.016, memory: 5812, loss_cls: 6.7999, loss: 6.7999, grad_norm: 4.7573 2020-10-23 22:18:50,860 - mmaction - INFO - Epoch [23][560/1492] lr: 1.000e-02, eta: 1 day, 14:40:10, time: 1.140, data_time: 0.007, memory: 5812, loss_cls: 6.5933, loss: 6.5933, grad_norm: 4.7264 2020-10-23 22:19:13,100 - mmaction - INFO - Epoch [23][580/1492] lr: 1.000e-02, eta: 1 day, 14:39:40, time: 1.114, data_time: 0.009, memory: 5812, loss_cls: 6.6847, loss: 6.6847, grad_norm: 4.8535 2020-10-23 22:19:35,665 - mmaction - INFO - Epoch [23][600/1492] lr: 1.000e-02, eta: 1 day, 14:39:11, time: 1.128, data_time: 0.003, memory: 5812, loss_cls: 6.5976, loss: 6.5976, grad_norm: 4.7230 2020-10-23 22:19:58,259 - mmaction - INFO - Epoch [23][620/1492] lr: 1.000e-02, eta: 1 day, 14:38:42, time: 1.129, data_time: 0.004, memory: 5812, loss_cls: 6.7232, loss: 6.7232, grad_norm: 4.8119 2020-10-23 22:20:20,353 - mmaction - INFO - Epoch [23][640/1492] lr: 1.000e-02, eta: 1 day, 14:38:11, time: 1.107, data_time: 0.005, memory: 5812, loss_cls: 6.7921, loss: 6.7921, grad_norm: 4.8361 2020-10-23 22:20:43,398 - mmaction - INFO - Epoch [23][660/1492] lr: 1.000e-02, eta: 1 day, 14:37:44, time: 1.152, data_time: 0.005, memory: 5812, loss_cls: 6.8143, loss: 6.8143, grad_norm: 4.9043 2020-10-23 22:21:05,080 - mmaction - INFO - Epoch [23][680/1492] lr: 1.000e-02, eta: 1 day, 14:37:11, time: 1.078, data_time: 0.002, memory: 5812, loss_cls: 6.7822, loss: 6.7822, grad_norm: 4.7853 2020-10-23 22:21:27,586 - mmaction - INFO - Epoch [23][700/1492] lr: 1.000e-02, eta: 1 day, 14:36:42, time: 1.125, data_time: 0.008, memory: 5812, loss_cls: 6.7474, loss: 6.7474, grad_norm: 4.8726 2020-10-23 22:21:49,924 - mmaction - INFO - Epoch [23][720/1492] lr: 1.000e-02, eta: 1 day, 14:36:13, time: 1.124, data_time: 0.009, memory: 5812, loss_cls: 6.8761, loss: 6.8761, grad_norm: 4.8263 2020-10-23 22:22:12,721 - mmaction - INFO - Epoch [23][740/1492] lr: 1.000e-02, eta: 1 day, 14:35:44, time: 1.138, data_time: 0.001, memory: 5812, loss_cls: 6.6671, loss: 6.6671, grad_norm: 4.6488 2020-10-23 22:22:36,442 - mmaction - INFO - Epoch [23][760/1492] lr: 1.000e-02, eta: 1 day, 14:35:19, time: 1.188, data_time: 0.003, memory: 5812, loss_cls: 6.6335, loss: 6.6335, grad_norm: 4.7379 2020-10-23 22:22:59,329 - mmaction - INFO - Epoch [23][780/1492] lr: 1.000e-02, eta: 1 day, 14:34:50, time: 1.134, data_time: 0.001, memory: 5812, loss_cls: 6.6557, loss: 6.6557, grad_norm: 4.8218 2020-10-23 22:23:21,831 - mmaction - INFO - Epoch [23][800/1492] lr: 1.000e-02, eta: 1 day, 14:34:22, time: 1.135, data_time: 0.013, memory: 5812, loss_cls: 6.5056, loss: 6.5056, grad_norm: 4.7050 2020-10-23 22:23:45,144 - mmaction - INFO - Epoch [23][820/1492] lr: 1.000e-02, eta: 1 day, 14:33:55, time: 1.158, data_time: 0.005, memory: 5812, loss_cls: 6.7482, loss: 6.7482, grad_norm: 4.8253 2020-10-23 22:24:06,508 - mmaction - INFO - Epoch [23][840/1492] lr: 1.000e-02, eta: 1 day, 14:33:22, time: 1.076, data_time: 0.010, memory: 5812, loss_cls: 6.6325, loss: 6.6325, grad_norm: 4.7914 2020-10-23 22:24:29,544 - mmaction - INFO - Epoch [23][860/1492] lr: 1.000e-02, eta: 1 day, 14:32:54, time: 1.135, data_time: 0.006, memory: 5812, loss_cls: 6.7434, loss: 6.7434, grad_norm: 4.7636 2020-10-23 22:24:51,009 - mmaction - INFO - Epoch [23][880/1492] lr: 1.000e-02, eta: 1 day, 14:32:22, time: 1.088, data_time: 0.018, memory: 5812, loss_cls: 6.8053, loss: 6.8053, grad_norm: 4.8963 2020-10-23 22:25:13,590 - mmaction - INFO - Epoch [23][900/1492] lr: 1.000e-02, eta: 1 day, 14:31:53, time: 1.131, data_time: 0.005, memory: 5812, loss_cls: 6.7209, loss: 6.7209, grad_norm: 4.8160 2020-10-23 22:25:36,451 - mmaction - INFO - Epoch [23][920/1492] lr: 1.000e-02, eta: 1 day, 14:31:25, time: 1.139, data_time: 0.001, memory: 5812, loss_cls: 6.7161, loss: 6.7161, grad_norm: 4.8167 2020-10-23 22:25:58,650 - mmaction - INFO - Epoch [23][940/1492] lr: 1.000e-02, eta: 1 day, 14:30:54, time: 1.110, data_time: 0.012, memory: 5812, loss_cls: 6.8105, loss: 6.8105, grad_norm: 4.9408 2020-10-23 22:26:20,768 - mmaction - INFO - Epoch [23][960/1492] lr: 1.000e-02, eta: 1 day, 14:30:24, time: 1.109, data_time: 0.010, memory: 5812, loss_cls: 6.9269, loss: 6.9269, grad_norm: 4.8488 2020-10-23 22:26:43,391 - mmaction - INFO - Epoch [23][980/1492] lr: 1.000e-02, eta: 1 day, 14:29:55, time: 1.131, data_time: 0.002, memory: 5812, loss_cls: 6.8132, loss: 6.8132, grad_norm: 4.8580 2020-10-23 22:27:04,981 - mmaction - INFO - Epoch [23][1000/1492] lr: 1.000e-02, eta: 1 day, 14:29:23, time: 1.080, data_time: 0.002, memory: 5812, loss_cls: 6.6277, loss: 6.6277, grad_norm: 4.7794 2020-10-23 22:27:27,897 - mmaction - INFO - Epoch [23][1020/1492] lr: 1.000e-02, eta: 1 day, 14:28:55, time: 1.144, data_time: 0.004, memory: 5812, loss_cls: 6.6494, loss: 6.6494, grad_norm: 4.7501 2020-10-23 22:27:50,695 - mmaction - INFO - Epoch [23][1040/1492] lr: 1.000e-02, eta: 1 day, 14:28:27, time: 1.142, data_time: 0.003, memory: 5812, loss_cls: 7.0051, loss: 7.0051, grad_norm: 4.9045 2020-10-23 22:28:13,601 - mmaction - INFO - Epoch [23][1060/1492] lr: 1.000e-02, eta: 1 day, 14:27:59, time: 1.136, data_time: 0.002, memory: 5812, loss_cls: 6.7995, loss: 6.7995, grad_norm: 4.8620 2020-10-23 22:28:36,723 - mmaction - INFO - Epoch [23][1080/1492] lr: 1.000e-02, eta: 1 day, 14:27:32, time: 1.166, data_time: 0.014, memory: 5812, loss_cls: 6.8337, loss: 6.8337, grad_norm: 4.8753 2020-10-23 22:28:59,433 - mmaction - INFO - Epoch [23][1100/1492] lr: 1.000e-02, eta: 1 day, 14:27:03, time: 1.126, data_time: 0.001, memory: 5812, loss_cls: 6.6872, loss: 6.6872, grad_norm: 4.8435 2020-10-23 22:29:21,349 - mmaction - INFO - Epoch [23][1120/1492] lr: 1.000e-02, eta: 1 day, 14:26:32, time: 1.102, data_time: 0.012, memory: 5812, loss_cls: 6.7394, loss: 6.7394, grad_norm: 4.8120 2020-10-23 22:29:44,305 - mmaction - INFO - Epoch [23][1140/1492] lr: 1.000e-02, eta: 1 day, 14:26:05, time: 1.144, data_time: 0.007, memory: 5812, loss_cls: 6.8503, loss: 6.8503, grad_norm: 5.0157 2020-10-23 22:30:05,299 - mmaction - INFO - Epoch [23][1160/1492] lr: 1.000e-02, eta: 1 day, 14:25:31, time: 1.054, data_time: 0.008, memory: 5812, loss_cls: 6.7062, loss: 6.7062, grad_norm: 4.8483 2020-10-23 22:30:27,871 - mmaction - INFO - Epoch [23][1180/1492] lr: 1.000e-02, eta: 1 day, 14:25:01, time: 1.122, data_time: 0.003, memory: 5812, loss_cls: 6.6727, loss: 6.6727, grad_norm: 4.7688 2020-10-23 22:30:50,674 - mmaction - INFO - Epoch [23][1200/1492] lr: 1.000e-02, eta: 1 day, 14:24:34, time: 1.148, data_time: 0.010, memory: 5812, loss_cls: 6.8355, loss: 6.8355, grad_norm: 4.8775 2020-10-23 22:31:13,269 - mmaction - INFO - Epoch [23][1220/1492] lr: 1.000e-02, eta: 1 day, 14:24:05, time: 1.129, data_time: 0.005, memory: 5812, loss_cls: 6.7211, loss: 6.7211, grad_norm: 4.7714 2020-10-23 22:31:35,824 - mmaction - INFO - Epoch [23][1240/1492] lr: 1.000e-02, eta: 1 day, 14:23:36, time: 1.126, data_time: 0.003, memory: 5812, loss_cls: 6.7422, loss: 6.7422, grad_norm: 4.8576 2020-10-23 22:31:58,777 - mmaction - INFO - Epoch [23][1260/1492] lr: 1.000e-02, eta: 1 day, 14:23:08, time: 1.149, data_time: 0.006, memory: 5812, loss_cls: 6.8627, loss: 6.8627, grad_norm: 4.8564 2020-10-23 22:32:20,508 - mmaction - INFO - Epoch [23][1280/1492] lr: 1.000e-02, eta: 1 day, 14:22:37, time: 1.087, data_time: 0.004, memory: 5812, loss_cls: 6.7949, loss: 6.7949, grad_norm: 4.7286 2020-10-23 22:32:43,458 - mmaction - INFO - Epoch [23][1300/1492] lr: 1.000e-02, eta: 1 day, 14:22:09, time: 1.144, data_time: 0.005, memory: 5812, loss_cls: 6.6888, loss: 6.6888, grad_norm: 4.7446 2020-10-23 22:33:04,808 - mmaction - INFO - Epoch [23][1320/1492] lr: 1.000e-02, eta: 1 day, 14:21:36, time: 1.072, data_time: 0.006, memory: 5812, loss_cls: 6.7089, loss: 6.7089, grad_norm: 4.8763 2020-10-23 22:33:27,074 - mmaction - INFO - Epoch [23][1340/1492] lr: 1.000e-02, eta: 1 day, 14:21:06, time: 1.110, data_time: 0.005, memory: 5812, loss_cls: 6.7084, loss: 6.7084, grad_norm: 4.7323 2020-10-23 22:33:49,175 - mmaction - INFO - Epoch [23][1360/1492] lr: 1.000e-02, eta: 1 day, 14:20:35, time: 1.100, data_time: 0.006, memory: 5812, loss_cls: 6.7683, loss: 6.7683, grad_norm: 4.9016 2020-10-23 22:34:11,177 - mmaction - INFO - Epoch [23][1380/1492] lr: 1.000e-02, eta: 1 day, 14:20:05, time: 1.106, data_time: 0.026, memory: 5812, loss_cls: 6.8015, loss: 6.8015, grad_norm: 4.8482 2020-10-23 22:34:33,909 - mmaction - INFO - Epoch [23][1400/1492] lr: 1.000e-02, eta: 1 day, 14:19:37, time: 1.140, data_time: 0.005, memory: 5812, loss_cls: 6.7960, loss: 6.7960, grad_norm: 4.7295 2020-10-23 22:34:56,286 - mmaction - INFO - Epoch [23][1420/1492] lr: 1.000e-02, eta: 1 day, 14:19:07, time: 1.114, data_time: 0.001, memory: 5812, loss_cls: 6.7161, loss: 6.7161, grad_norm: 4.6961 2020-10-23 22:35:18,584 - mmaction - INFO - Epoch [23][1440/1492] lr: 1.000e-02, eta: 1 day, 14:18:38, time: 1.120, data_time: 0.007, memory: 5812, loss_cls: 6.6762, loss: 6.6762, grad_norm: 4.7604 2020-10-23 22:35:41,020 - mmaction - INFO - Epoch [23][1460/1492] lr: 1.000e-02, eta: 1 day, 14:18:08, time: 1.118, data_time: 0.001, memory: 5812, loss_cls: 6.7467, loss: 6.7467, grad_norm: 4.8179 2020-10-23 22:36:03,255 - mmaction - INFO - Epoch [23][1480/1492] lr: 1.000e-02, eta: 1 day, 14:17:39, time: 1.115, data_time: 0.008, memory: 5812, loss_cls: 6.6991, loss: 6.6991, grad_norm: 4.8781 2020-10-23 22:36:58,994 - mmaction - INFO - Epoch [24][20/1492] lr: 1.000e-02, eta: 1 day, 14:17:12, time: 2.094, data_time: 1.232, memory: 5812, loss_cls: 6.6458, loss: 6.6458, grad_norm: 4.7232 2020-10-23 22:37:21,231 - mmaction - INFO - Epoch [24][40/1492] lr: 1.000e-02, eta: 1 day, 14:16:42, time: 1.113, data_time: 0.009, memory: 5812, loss_cls: 6.8079, loss: 6.8079, grad_norm: 4.8963 2020-10-23 22:37:44,029 - mmaction - INFO - Epoch [24][60/1492] lr: 1.000e-02, eta: 1 day, 14:16:14, time: 1.134, data_time: 0.007, memory: 5812, loss_cls: 6.6338, loss: 6.6338, grad_norm: 4.8002 2020-10-23 22:38:06,671 - mmaction - INFO - Epoch [24][80/1492] lr: 1.000e-02, eta: 1 day, 14:15:45, time: 1.135, data_time: 0.007, memory: 5812, loss_cls: 6.7432, loss: 6.7432, grad_norm: 4.8689 2020-10-23 22:38:29,154 - mmaction - INFO - Epoch [24][100/1492] lr: 1.000e-02, eta: 1 day, 14:15:16, time: 1.126, data_time: 0.004, memory: 5812, loss_cls: 6.6789, loss: 6.6789, grad_norm: 4.7858 2020-10-23 22:38:51,607 - mmaction - INFO - Epoch [24][120/1492] lr: 1.000e-02, eta: 1 day, 14:14:47, time: 1.118, data_time: 0.002, memory: 5812, loss_cls: 6.7196, loss: 6.7196, grad_norm: 4.7900 2020-10-23 22:39:14,097 - mmaction - INFO - Epoch [24][140/1492] lr: 1.000e-02, eta: 1 day, 14:14:18, time: 1.128, data_time: 0.007, memory: 5812, loss_cls: 6.5685, loss: 6.5685, grad_norm: 4.7402 2020-10-23 22:39:37,067 - mmaction - INFO - Epoch [24][160/1492] lr: 1.000e-02, eta: 1 day, 14:13:51, time: 1.149, data_time: 0.003, memory: 5812, loss_cls: 6.7035, loss: 6.7035, grad_norm: 4.8529 2020-10-23 22:39:59,335 - mmaction - INFO - Epoch [24][180/1492] lr: 1.000e-02, eta: 1 day, 14:13:21, time: 1.111, data_time: 0.003, memory: 5812, loss_cls: 6.7204, loss: 6.7204, grad_norm: 4.8841 2020-10-23 22:40:20,781 - mmaction - INFO - Epoch [24][200/1492] lr: 1.000e-02, eta: 1 day, 14:12:49, time: 1.076, data_time: 0.006, memory: 5812, loss_cls: 6.6740, loss: 6.6740, grad_norm: 4.7352 2020-10-23 22:40:42,831 - mmaction - INFO - Epoch [24][220/1492] lr: 1.000e-02, eta: 1 day, 14:12:18, time: 1.099, data_time: 0.002, memory: 5812, loss_cls: 6.7972, loss: 6.7972, grad_norm: 4.8219 2020-10-23 22:41:05,056 - mmaction - INFO - Epoch [24][240/1492] lr: 1.000e-02, eta: 1 day, 14:11:48, time: 1.115, data_time: 0.005, memory: 5812, loss_cls: 6.6039, loss: 6.6039, grad_norm: 4.8305 2020-10-23 22:41:26,787 - mmaction - INFO - Epoch [24][260/1492] lr: 1.000e-02, eta: 1 day, 14:11:17, time: 1.087, data_time: 0.001, memory: 5812, loss_cls: 6.6863, loss: 6.6863, grad_norm: 4.8994 2020-10-23 22:41:48,957 - mmaction - INFO - Epoch [24][280/1492] lr: 1.000e-02, eta: 1 day, 14:10:47, time: 1.109, data_time: 0.001, memory: 5812, loss_cls: 6.8558, loss: 6.8558, grad_norm: 4.9839 2020-10-23 22:42:11,342 - mmaction - INFO - Epoch [24][300/1492] lr: 1.000e-02, eta: 1 day, 14:10:18, time: 1.119, data_time: 0.002, memory: 5812, loss_cls: 6.7410, loss: 6.7410, grad_norm: 4.8319 2020-10-23 22:42:33,472 - mmaction - INFO - Epoch [24][320/1492] lr: 1.000e-02, eta: 1 day, 14:09:47, time: 1.104, data_time: 0.002, memory: 5812, loss_cls: 6.7118, loss: 6.7118, grad_norm: 4.8014 2020-10-23 22:42:56,503 - mmaction - INFO - Epoch [24][340/1492] lr: 1.000e-02, eta: 1 day, 14:09:20, time: 1.154, data_time: 0.006, memory: 5812, loss_cls: 6.7159, loss: 6.7159, grad_norm: 4.8088 2020-10-23 22:43:19,451 - mmaction - INFO - Epoch [24][360/1492] lr: 1.000e-02, eta: 1 day, 14:08:53, time: 1.143, data_time: 0.001, memory: 5812, loss_cls: 6.5946, loss: 6.5946, grad_norm: 4.7769 2020-10-23 22:43:41,389 - mmaction - INFO - Epoch [24][380/1492] lr: 1.000e-02, eta: 1 day, 14:08:22, time: 1.102, data_time: 0.007, memory: 5812, loss_cls: 6.6803, loss: 6.6803, grad_norm: 4.8241 2020-10-23 22:44:03,158 - mmaction - INFO - Epoch [24][400/1492] lr: 1.000e-02, eta: 1 day, 14:07:51, time: 1.086, data_time: 0.003, memory: 5812, loss_cls: 6.7188, loss: 6.7188, grad_norm: 4.8231 2020-10-23 22:44:25,121 - mmaction - INFO - Epoch [24][420/1492] lr: 1.000e-02, eta: 1 day, 14:07:20, time: 1.098, data_time: 0.004, memory: 5812, loss_cls: 6.6731, loss: 6.6731, grad_norm: 4.8764 2020-10-23 22:44:46,964 - mmaction - INFO - Epoch [24][440/1492] lr: 1.000e-02, eta: 1 day, 14:06:49, time: 1.090, data_time: 0.004, memory: 5812, loss_cls: 6.7129, loss: 6.7129, grad_norm: 4.7512 2020-10-23 22:45:08,592 - mmaction - INFO - Epoch [24][460/1492] lr: 1.000e-02, eta: 1 day, 14:06:18, time: 1.086, data_time: 0.006, memory: 5812, loss_cls: 6.7078, loss: 6.7078, grad_norm: 4.9053 2020-10-23 22:45:30,202 - mmaction - INFO - Epoch [24][480/1492] lr: 1.000e-02, eta: 1 day, 14:05:46, time: 1.080, data_time: 0.001, memory: 5812, loss_cls: 6.6593, loss: 6.6593, grad_norm: 4.8725 2020-10-23 22:45:51,678 - mmaction - INFO - Epoch [24][500/1492] lr: 1.000e-02, eta: 1 day, 14:05:13, time: 1.071, data_time: 0.002, memory: 5812, loss_cls: 6.7970, loss: 6.7970, grad_norm: 4.8510 2020-10-23 22:46:14,056 - mmaction - INFO - Epoch [24][520/1492] lr: 1.000e-02, eta: 1 day, 14:04:44, time: 1.122, data_time: 0.006, memory: 5812, loss_cls: 6.7271, loss: 6.7271, grad_norm: 4.8243 2020-10-23 22:46:35,288 - mmaction - INFO - Epoch [24][540/1492] lr: 1.000e-02, eta: 1 day, 14:04:11, time: 1.061, data_time: 0.001, memory: 5812, loss_cls: 6.7507, loss: 6.7507, grad_norm: 4.8624 2020-10-23 22:46:57,785 - mmaction - INFO - Epoch [24][560/1492] lr: 1.000e-02, eta: 1 day, 14:03:42, time: 1.116, data_time: 0.002, memory: 5812, loss_cls: 6.7582, loss: 6.7582, grad_norm: 4.8921 2020-10-23 22:47:19,301 - mmaction - INFO - Epoch [24][580/1492] lr: 1.000e-02, eta: 1 day, 14:03:11, time: 1.085, data_time: 0.016, memory: 5812, loss_cls: 6.7111, loss: 6.7111, grad_norm: 4.8115 2020-10-23 22:47:41,927 - mmaction - INFO - Epoch [24][600/1492] lr: 1.000e-02, eta: 1 day, 14:02:42, time: 1.129, data_time: 0.004, memory: 5812, loss_cls: 6.7676, loss: 6.7676, grad_norm: 4.9299 2020-10-23 22:48:03,059 - mmaction - INFO - Epoch [24][620/1492] lr: 1.000e-02, eta: 1 day, 14:02:09, time: 1.055, data_time: 0.004, memory: 5812, loss_cls: 6.7344, loss: 6.7344, grad_norm: 4.8385 2020-10-23 22:48:24,946 - mmaction - INFO - Epoch [24][640/1492] lr: 1.000e-02, eta: 1 day, 14:01:38, time: 1.100, data_time: 0.007, memory: 5812, loss_cls: 6.7153, loss: 6.7153, grad_norm: 4.8368 2020-10-23 22:48:47,841 - mmaction - INFO - Epoch [24][660/1492] lr: 1.000e-02, eta: 1 day, 14:01:11, time: 1.145, data_time: 0.002, memory: 5812, loss_cls: 6.7359, loss: 6.7359, grad_norm: 4.8110 2020-10-23 22:49:10,672 - mmaction - INFO - Epoch [24][680/1492] lr: 1.000e-02, eta: 1 day, 14:00:42, time: 1.129, data_time: 0.002, memory: 5812, loss_cls: 6.8496, loss: 6.8496, grad_norm: 4.9561 2020-10-23 22:49:33,155 - mmaction - INFO - Epoch [24][700/1492] lr: 1.000e-02, eta: 1 day, 14:00:14, time: 1.133, data_time: 0.013, memory: 5812, loss_cls: 6.8001, loss: 6.8001, grad_norm: 4.9877 2020-10-23 22:49:55,502 - mmaction - INFO - Epoch [24][720/1492] lr: 1.000e-02, eta: 1 day, 13:59:45, time: 1.121, data_time: 0.005, memory: 5812, loss_cls: 6.7597, loss: 6.7597, grad_norm: 4.9021 2020-10-23 22:50:18,059 - mmaction - INFO - Epoch [24][740/1492] lr: 1.000e-02, eta: 1 day, 13:59:17, time: 1.128, data_time: 0.001, memory: 5812, loss_cls: 6.7936, loss: 6.7936, grad_norm: 4.8088 2020-10-23 22:50:40,871 - mmaction - INFO - Epoch [24][760/1492] lr: 1.000e-02, eta: 1 day, 13:58:49, time: 1.141, data_time: 0.008, memory: 5812, loss_cls: 6.7952, loss: 6.7952, grad_norm: 4.8818 2020-10-23 22:51:03,082 - mmaction - INFO - Epoch [24][780/1492] lr: 1.000e-02, eta: 1 day, 13:58:19, time: 1.108, data_time: 0.002, memory: 5812, loss_cls: 6.7134, loss: 6.7134, grad_norm: 4.7829 2020-10-23 22:51:25,625 - mmaction - INFO - Epoch [24][800/1492] lr: 1.000e-02, eta: 1 day, 13:57:50, time: 1.127, data_time: 0.004, memory: 5812, loss_cls: 6.7447, loss: 6.7447, grad_norm: 4.8127 2020-10-23 22:51:48,338 - mmaction - INFO - Epoch [24][820/1492] lr: 1.000e-02, eta: 1 day, 13:57:23, time: 1.139, data_time: 0.004, memory: 5812, loss_cls: 6.6861, loss: 6.6861, grad_norm: 4.9684 2020-10-23 22:52:09,508 - mmaction - INFO - Epoch [24][840/1492] lr: 1.000e-02, eta: 1 day, 13:56:50, time: 1.058, data_time: 0.002, memory: 5812, loss_cls: 6.7514, loss: 6.7514, grad_norm: 4.8413 2020-10-23 22:52:31,954 - mmaction - INFO - Epoch [24][860/1492] lr: 1.000e-02, eta: 1 day, 13:56:21, time: 1.120, data_time: 0.002, memory: 5812, loss_cls: 6.5702, loss: 6.5702, grad_norm: 4.7465 2020-10-23 22:52:53,557 - mmaction - INFO - Epoch [24][880/1492] lr: 1.000e-02, eta: 1 day, 13:55:49, time: 1.079, data_time: 0.006, memory: 5812, loss_cls: 6.6731, loss: 6.6731, grad_norm: 4.7981 2020-10-23 22:53:15,421 - mmaction - INFO - Epoch [24][900/1492] lr: 1.000e-02, eta: 1 day, 13:55:18, time: 1.097, data_time: 0.005, memory: 5812, loss_cls: 6.7212, loss: 6.7212, grad_norm: 4.7418 2020-10-23 22:53:37,618 - mmaction - INFO - Epoch [24][920/1492] lr: 1.000e-02, eta: 1 day, 13:54:48, time: 1.104, data_time: 0.004, memory: 5812, loss_cls: 6.6644, loss: 6.6644, grad_norm: 4.8475 2020-10-23 22:53:59,547 - mmaction - INFO - Epoch [24][940/1492] lr: 1.000e-02, eta: 1 day, 13:54:18, time: 1.101, data_time: 0.007, memory: 5812, loss_cls: 6.7607, loss: 6.7607, grad_norm: 4.8027 2020-10-23 22:54:21,671 - mmaction - INFO - Epoch [24][960/1492] lr: 1.000e-02, eta: 1 day, 13:53:48, time: 1.106, data_time: 0.012, memory: 5812, loss_cls: 6.7686, loss: 6.7686, grad_norm: 4.9118 2020-10-23 22:54:43,333 - mmaction - INFO - Epoch [24][980/1492] lr: 1.000e-02, eta: 1 day, 13:53:17, time: 1.078, data_time: 0.004, memory: 5812, loss_cls: 6.7429, loss: 6.7429, grad_norm: 4.7172 2020-10-23 22:55:05,625 - mmaction - INFO - Epoch [24][1000/1492] lr: 1.000e-02, eta: 1 day, 13:52:47, time: 1.114, data_time: 0.008, memory: 5812, loss_cls: 6.7227, loss: 6.7227, grad_norm: 4.6855 2020-10-23 22:55:27,672 - mmaction - INFO - Epoch [24][1020/1492] lr: 1.000e-02, eta: 1 day, 13:52:18, time: 1.106, data_time: 0.008, memory: 5812, loss_cls: 6.7588, loss: 6.7588, grad_norm: 4.8750 2020-10-23 22:55:49,406 - mmaction - INFO - Epoch [24][1040/1492] lr: 1.000e-02, eta: 1 day, 13:51:47, time: 1.088, data_time: 0.006, memory: 5812, loss_cls: 6.7237, loss: 6.7237, grad_norm: 4.7683 2020-10-23 22:56:10,812 - mmaction - INFO - Epoch [24][1060/1492] lr: 1.000e-02, eta: 1 day, 13:51:14, time: 1.071, data_time: 0.005, memory: 5812, loss_cls: 6.8061, loss: 6.8061, grad_norm: 4.7491 2020-10-23 22:56:32,873 - mmaction - INFO - Epoch [24][1080/1492] lr: 1.000e-02, eta: 1 day, 13:50:44, time: 1.103, data_time: 0.004, memory: 5812, loss_cls: 6.6964, loss: 6.6964, grad_norm: 4.8184 2020-10-23 22:56:55,003 - mmaction - INFO - Epoch [24][1100/1492] lr: 1.000e-02, eta: 1 day, 13:50:15, time: 1.107, data_time: 0.006, memory: 5812, loss_cls: 6.7963, loss: 6.7963, grad_norm: 4.8863 2020-10-23 22:57:16,415 - mmaction - INFO - Epoch [24][1120/1492] lr: 1.000e-02, eta: 1 day, 13:49:43, time: 1.069, data_time: 0.002, memory: 5812, loss_cls: 6.7396, loss: 6.7396, grad_norm: 4.8877 2020-10-23 22:57:39,298 - mmaction - INFO - Epoch [24][1140/1492] lr: 1.000e-02, eta: 1 day, 13:49:15, time: 1.146, data_time: 0.004, memory: 5812, loss_cls: 6.8655, loss: 6.8655, grad_norm: 4.9128 2020-10-23 22:58:01,201 - mmaction - INFO - Epoch [24][1160/1492] lr: 1.000e-02, eta: 1 day, 13:48:44, time: 1.086, data_time: 0.001, memory: 5812, loss_cls: 6.8513, loss: 6.8513, grad_norm: 4.8574 2020-10-23 22:58:23,682 - mmaction - INFO - Epoch [24][1180/1492] lr: 1.000e-02, eta: 1 day, 13:48:16, time: 1.133, data_time: 0.010, memory: 5812, loss_cls: 6.7512, loss: 6.7512, grad_norm: 4.7501 2020-10-23 22:58:45,471 - mmaction - INFO - Epoch [24][1200/1492] lr: 1.000e-02, eta: 1 day, 13:47:45, time: 1.089, data_time: 0.001, memory: 5812, loss_cls: 6.8378, loss: 6.8378, grad_norm: 4.8895 2020-10-23 22:59:08,002 - mmaction - INFO - Epoch [24][1220/1492] lr: 1.000e-02, eta: 1 day, 13:47:17, time: 1.119, data_time: 0.001, memory: 5812, loss_cls: 6.7765, loss: 6.7765, grad_norm: 4.8309 2020-10-23 22:59:30,460 - mmaction - INFO - Epoch [24][1240/1492] lr: 1.000e-02, eta: 1 day, 13:46:48, time: 1.130, data_time: 0.009, memory: 5812, loss_cls: 6.8673, loss: 6.8673, grad_norm: 4.9258 2020-10-23 22:59:51,846 - mmaction - INFO - Epoch [24][1260/1492] lr: 1.000e-02, eta: 1 day, 13:46:16, time: 1.069, data_time: 0.001, memory: 5812, loss_cls: 6.8420, loss: 6.8420, grad_norm: 4.7851 2020-10-23 23:00:14,344 - mmaction - INFO - Epoch [24][1280/1492] lr: 1.000e-02, eta: 1 day, 13:45:47, time: 1.117, data_time: 0.001, memory: 5812, loss_cls: 6.8143, loss: 6.8143, grad_norm: 4.9247 2020-10-23 23:00:36,187 - mmaction - INFO - Epoch [24][1300/1492] lr: 1.000e-02, eta: 1 day, 13:45:17, time: 1.094, data_time: 0.015, memory: 5812, loss_cls: 6.8314, loss: 6.8314, grad_norm: 4.7898 2020-10-23 23:00:58,261 - mmaction - INFO - Epoch [24][1320/1492] lr: 1.000e-02, eta: 1 day, 13:44:47, time: 1.108, data_time: 0.008, memory: 5812, loss_cls: 6.7124, loss: 6.7124, grad_norm: 4.7634 2020-10-23 23:01:20,069 - mmaction - INFO - Epoch [24][1340/1492] lr: 1.000e-02, eta: 1 day, 13:44:16, time: 1.083, data_time: 0.006, memory: 5812, loss_cls: 6.7717, loss: 6.7717, grad_norm: 4.7991 2020-10-23 23:01:41,995 - mmaction - INFO - Epoch [24][1360/1492] lr: 1.000e-02, eta: 1 day, 13:43:46, time: 1.106, data_time: 0.012, memory: 5812, loss_cls: 6.5785, loss: 6.5785, grad_norm: 4.6863 2020-10-23 23:02:04,674 - mmaction - INFO - Epoch [24][1380/1492] lr: 1.000e-02, eta: 1 day, 13:43:18, time: 1.125, data_time: 0.003, memory: 5812, loss_cls: 6.7963, loss: 6.7963, grad_norm: 4.7572 2020-10-23 23:02:27,475 - mmaction - INFO - Epoch [24][1400/1492] lr: 1.000e-02, eta: 1 day, 13:42:51, time: 1.149, data_time: 0.014, memory: 5812, loss_cls: 6.7214, loss: 6.7214, grad_norm: 4.7625 2020-10-23 23:02:48,651 - mmaction - INFO - Epoch [24][1420/1492] lr: 1.000e-02, eta: 1 day, 13:42:18, time: 1.058, data_time: 0.002, memory: 5812, loss_cls: 6.6518, loss: 6.6518, grad_norm: 4.7415 2020-10-23 23:03:11,223 - mmaction - INFO - Epoch [24][1440/1492] lr: 1.000e-02, eta: 1 day, 13:41:50, time: 1.130, data_time: 0.002, memory: 5812, loss_cls: 6.7870, loss: 6.7870, grad_norm: 4.8397 2020-10-23 23:03:32,373 - mmaction - INFO - Epoch [24][1460/1492] lr: 1.000e-02, eta: 1 day, 13:41:17, time: 1.056, data_time: 0.002, memory: 5812, loss_cls: 6.7580, loss: 6.7580, grad_norm: 4.8697 2020-10-23 23:03:54,057 - mmaction - INFO - Epoch [24][1480/1492] lr: 1.000e-02, eta: 1 day, 13:40:46, time: 1.086, data_time: 0.003, memory: 5812, loss_cls: 6.6516, loss: 6.6516, grad_norm: 4.7630 2020-10-23 23:04:45,747 - mmaction - INFO - Epoch [25][20/1492] lr: 1.000e-02, eta: 1 day, 13:40:08, time: 1.922, data_time: 1.385, memory: 5812, loss_cls: 6.8670, loss: 6.8670, grad_norm: 4.8843 2020-10-23 23:05:08,634 - mmaction - INFO - Epoch [25][40/1492] lr: 1.000e-02, eta: 1 day, 13:39:41, time: 1.136, data_time: 0.545, memory: 5812, loss_cls: 6.5866, loss: 6.5866, grad_norm: 4.7328 2020-10-23 23:05:31,059 - mmaction - INFO - Epoch [25][60/1492] lr: 1.000e-02, eta: 1 day, 13:39:12, time: 1.127, data_time: 0.439, memory: 5812, loss_cls: 6.7616, loss: 6.7616, grad_norm: 4.7869 2020-10-23 23:05:53,969 - mmaction - INFO - Epoch [25][80/1492] lr: 1.000e-02, eta: 1 day, 13:38:45, time: 1.147, data_time: 0.203, memory: 5812, loss_cls: 6.5702, loss: 6.5702, grad_norm: 4.7249 2020-10-23 23:06:16,569 - mmaction - INFO - Epoch [25][100/1492] lr: 1.000e-02, eta: 1 day, 13:38:17, time: 1.128, data_time: 0.081, memory: 5812, loss_cls: 6.7020, loss: 6.7020, grad_norm: 4.8844 2020-10-23 23:06:38,936 - mmaction - INFO - Epoch [25][120/1492] lr: 1.000e-02, eta: 1 day, 13:37:48, time: 1.114, data_time: 0.247, memory: 5812, loss_cls: 6.7177, loss: 6.7177, grad_norm: 4.8078 2020-10-23 23:07:01,408 - mmaction - INFO - Epoch [25][140/1492] lr: 1.000e-02, eta: 1 day, 13:37:20, time: 1.128, data_time: 0.108, memory: 5812, loss_cls: 6.7204, loss: 6.7204, grad_norm: 4.7892 2020-10-23 23:07:23,387 - mmaction - INFO - Epoch [25][160/1492] lr: 1.000e-02, eta: 1 day, 13:36:50, time: 1.103, data_time: 0.016, memory: 5812, loss_cls: 6.6998, loss: 6.6998, grad_norm: 4.8604 2020-10-23 23:07:44,854 - mmaction - INFO - Epoch [25][180/1492] lr: 1.000e-02, eta: 1 day, 13:36:18, time: 1.061, data_time: 0.002, memory: 5812, loss_cls: 6.7921, loss: 6.7921, grad_norm: 4.7953 2020-10-23 23:08:07,033 - mmaction - INFO - Epoch [25][200/1492] lr: 1.000e-02, eta: 1 day, 13:35:49, time: 1.113, data_time: 0.015, memory: 5812, loss_cls: 6.5066, loss: 6.5066, grad_norm: 4.7164 2020-10-23 23:08:29,230 - mmaction - INFO - Epoch [25][220/1492] lr: 1.000e-02, eta: 1 day, 13:35:20, time: 1.114, data_time: 0.011, memory: 5812, loss_cls: 6.7755, loss: 6.7755, grad_norm: 4.9382 2020-10-23 23:08:51,245 - mmaction - INFO - Epoch [25][240/1492] lr: 1.000e-02, eta: 1 day, 13:34:50, time: 1.099, data_time: 0.007, memory: 5812, loss_cls: 6.5596, loss: 6.5596, grad_norm: 4.6738 2020-10-23 23:09:12,949 - mmaction - INFO - Epoch [25][260/1492] lr: 1.000e-02, eta: 1 day, 13:34:19, time: 1.092, data_time: 0.008, memory: 5812, loss_cls: 6.8078, loss: 6.8078, grad_norm: 4.9182 2020-10-23 23:09:34,414 - mmaction - INFO - Epoch [25][280/1492] lr: 1.000e-02, eta: 1 day, 13:33:47, time: 1.065, data_time: 0.005, memory: 5812, loss_cls: 6.6878, loss: 6.6878, grad_norm: 4.7686 2020-10-23 23:09:56,660 - mmaction - INFO - Epoch [25][300/1492] lr: 1.000e-02, eta: 1 day, 13:33:18, time: 1.119, data_time: 0.011, memory: 5812, loss_cls: 6.8321, loss: 6.8321, grad_norm: 4.9510 2020-10-23 23:10:19,548 - mmaction - INFO - Epoch [25][320/1492] lr: 1.000e-02, eta: 1 day, 13:32:51, time: 1.140, data_time: 0.003, memory: 5812, loss_cls: 6.7166, loss: 6.7166, grad_norm: 4.8757 2020-10-23 23:10:41,412 - mmaction - INFO - Epoch [25][340/1492] lr: 1.000e-02, eta: 1 day, 13:32:21, time: 1.093, data_time: 0.008, memory: 5812, loss_cls: 6.7196, loss: 6.7196, grad_norm: 4.7768 2020-10-23 23:11:03,565 - mmaction - INFO - Epoch [25][360/1492] lr: 1.000e-02, eta: 1 day, 13:31:52, time: 1.113, data_time: 0.007, memory: 5812, loss_cls: 6.7667, loss: 6.7667, grad_norm: 4.8198 2020-10-23 23:11:25,225 - mmaction - INFO - Epoch [25][380/1492] lr: 1.000e-02, eta: 1 day, 13:31:20, time: 1.079, data_time: 0.005, memory: 5812, loss_cls: 6.7302, loss: 6.7302, grad_norm: 4.7696 2020-10-23 23:11:47,280 - mmaction - INFO - Epoch [25][400/1492] lr: 1.000e-02, eta: 1 day, 13:30:51, time: 1.100, data_time: 0.006, memory: 5812, loss_cls: 6.7052, loss: 6.7052, grad_norm: 4.7528 2020-10-23 23:12:08,743 - mmaction - INFO - Epoch [25][420/1492] lr: 1.000e-02, eta: 1 day, 13:30:19, time: 1.080, data_time: 0.010, memory: 5812, loss_cls: 6.6826, loss: 6.6826, grad_norm: 4.8389 2020-10-23 23:12:29,950 - mmaction - INFO - Epoch [25][440/1492] lr: 1.000e-02, eta: 1 day, 13:29:47, time: 1.051, data_time: 0.002, memory: 5812, loss_cls: 6.6840, loss: 6.6840, grad_norm: 4.8200 2020-10-23 23:12:52,004 - mmaction - INFO - Epoch [25][460/1492] lr: 1.000e-02, eta: 1 day, 13:29:17, time: 1.113, data_time: 0.011, memory: 5812, loss_cls: 6.7637, loss: 6.7637, grad_norm: 4.8473 2020-10-23 23:13:14,064 - mmaction - INFO - Epoch [25][480/1492] lr: 1.000e-02, eta: 1 day, 13:28:48, time: 1.100, data_time: 0.001, memory: 5812, loss_cls: 6.6666, loss: 6.6666, grad_norm: 4.7485 2020-10-23 23:13:37,011 - mmaction - INFO - Epoch [25][500/1492] lr: 1.000e-02, eta: 1 day, 13:28:21, time: 1.148, data_time: 0.005, memory: 5812, loss_cls: 6.6370, loss: 6.6370, grad_norm: 4.8163 2020-10-23 23:13:58,251 - mmaction - INFO - Epoch [25][520/1492] lr: 1.000e-02, eta: 1 day, 13:27:49, time: 1.063, data_time: 0.006, memory: 5812, loss_cls: 6.7014, loss: 6.7014, grad_norm: 4.7674 2020-10-23 23:14:20,839 - mmaction - INFO - Epoch [25][540/1492] lr: 1.000e-02, eta: 1 day, 13:27:21, time: 1.128, data_time: 0.002, memory: 5812, loss_cls: 6.6282, loss: 6.6282, grad_norm: 4.8075 2020-10-23 23:14:43,149 - mmaction - INFO - Epoch [25][560/1492] lr: 1.000e-02, eta: 1 day, 13:26:52, time: 1.113, data_time: 0.107, memory: 5812, loss_cls: 6.8365, loss: 6.8365, grad_norm: 4.8520 2020-10-23 23:15:05,276 - mmaction - INFO - Epoch [25][580/1492] lr: 1.000e-02, eta: 1 day, 13:26:22, time: 1.099, data_time: 0.024, memory: 5812, loss_cls: 6.8026, loss: 6.8026, grad_norm: 4.8628 2020-10-23 23:15:26,842 - mmaction - INFO - Epoch [25][600/1492] lr: 1.000e-02, eta: 1 day, 13:25:51, time: 1.089, data_time: 0.014, memory: 5812, loss_cls: 6.8562, loss: 6.8562, grad_norm: 4.8879 2020-10-23 23:15:48,689 - mmaction - INFO - Epoch [25][620/1492] lr: 1.000e-02, eta: 1 day, 13:25:21, time: 1.090, data_time: 0.004, memory: 5812, loss_cls: 6.6543, loss: 6.6543, grad_norm: 4.9245 2020-10-23 23:16:10,784 - mmaction - INFO - Epoch [25][640/1492] lr: 1.000e-02, eta: 1 day, 13:24:52, time: 1.108, data_time: 0.005, memory: 5812, loss_cls: 6.7965, loss: 6.7965, grad_norm: 4.9378 2020-10-23 23:16:32,622 - mmaction - INFO - Epoch [25][660/1492] lr: 1.000e-02, eta: 1 day, 13:24:22, time: 1.091, data_time: 0.003, memory: 5812, loss_cls: 6.6187, loss: 6.6187, grad_norm: 4.7525 2020-10-23 23:16:54,958 - mmaction - INFO - Epoch [25][680/1492] lr: 1.000e-02, eta: 1 day, 13:23:53, time: 1.114, data_time: 0.003, memory: 5812, loss_cls: 6.6244, loss: 6.6244, grad_norm: 4.7871 2020-10-23 23:17:17,229 - mmaction - INFO - Epoch [25][700/1492] lr: 1.000e-02, eta: 1 day, 13:23:24, time: 1.113, data_time: 0.005, memory: 5812, loss_cls: 6.8204, loss: 6.8204, grad_norm: 4.9155 2020-10-23 23:17:39,540 - mmaction - INFO - Epoch [25][720/1492] lr: 1.000e-02, eta: 1 day, 13:22:55, time: 1.120, data_time: 0.006, memory: 5812, loss_cls: 6.7680, loss: 6.7680, grad_norm: 4.8757 2020-10-23 23:18:01,484 - mmaction - INFO - Epoch [25][740/1492] lr: 1.000e-02, eta: 1 day, 13:22:25, time: 1.093, data_time: 0.001, memory: 5812, loss_cls: 6.7000, loss: 6.7000, grad_norm: 4.9011 2020-10-23 23:18:23,370 - mmaction - INFO - Epoch [25][760/1492] lr: 1.000e-02, eta: 1 day, 13:21:55, time: 1.096, data_time: 0.006, memory: 5812, loss_cls: 6.5546, loss: 6.5546, grad_norm: 4.7038 2020-10-23 23:18:46,253 - mmaction - INFO - Epoch [25][780/1492] lr: 1.000e-02, eta: 1 day, 13:21:28, time: 1.143, data_time: 0.005, memory: 5812, loss_cls: 6.7358, loss: 6.7358, grad_norm: 4.8557 2020-10-23 23:19:07,894 - mmaction - INFO - Epoch [25][800/1492] lr: 1.000e-02, eta: 1 day, 13:20:58, time: 1.085, data_time: 0.005, memory: 5812, loss_cls: 6.6071, loss: 6.6071, grad_norm: 4.8707 2020-10-23 23:19:30,381 - mmaction - INFO - Epoch [25][820/1492] lr: 1.000e-02, eta: 1 day, 13:20:29, time: 1.121, data_time: 0.002, memory: 5812, loss_cls: 6.6987, loss: 6.6987, grad_norm: 4.7857 2020-10-23 23:19:52,135 - mmaction - INFO - Epoch [25][840/1492] lr: 1.000e-02, eta: 1 day, 13:19:59, time: 1.092, data_time: 0.007, memory: 5812, loss_cls: 6.7700, loss: 6.7700, grad_norm: 4.8051 2020-10-23 23:20:14,450 - mmaction - INFO - Epoch [25][860/1492] lr: 1.000e-02, eta: 1 day, 13:19:30, time: 1.116, data_time: 0.002, memory: 5812, loss_cls: 6.6928, loss: 6.6928, grad_norm: 4.7869 2020-10-23 23:20:36,765 - mmaction - INFO - Epoch [25][880/1492] lr: 1.000e-02, eta: 1 day, 13:19:02, time: 1.115, data_time: 0.002, memory: 5812, loss_cls: 6.6941, loss: 6.6941, grad_norm: 4.7202 2020-10-23 23:20:59,335 - mmaction - INFO - Epoch [25][900/1492] lr: 1.000e-02, eta: 1 day, 13:18:34, time: 1.126, data_time: 0.002, memory: 5812, loss_cls: 6.6654, loss: 6.6654, grad_norm: 4.6921 2020-10-23 23:21:21,508 - mmaction - INFO - Epoch [25][920/1492] lr: 1.000e-02, eta: 1 day, 13:18:04, time: 1.103, data_time: 0.008, memory: 5812, loss_cls: 6.7003, loss: 6.7003, grad_norm: 4.8579 2020-10-23 23:21:43,752 - mmaction - INFO - Epoch [25][940/1492] lr: 1.000e-02, eta: 1 day, 13:17:35, time: 1.113, data_time: 0.011, memory: 5812, loss_cls: 6.8145, loss: 6.8145, grad_norm: 4.8517 2020-10-23 23:22:05,724 - mmaction - INFO - Epoch [25][960/1492] lr: 1.000e-02, eta: 1 day, 13:17:06, time: 1.106, data_time: 0.009, memory: 5812, loss_cls: 6.6190, loss: 6.6190, grad_norm: 4.7623 2020-10-23 23:22:27,678 - mmaction - INFO - Epoch [25][980/1492] lr: 1.000e-02, eta: 1 day, 13:16:36, time: 1.092, data_time: 0.003, memory: 5812, loss_cls: 6.6462, loss: 6.6462, grad_norm: 4.7347 2020-10-23 23:22:50,000 - mmaction - INFO - Epoch [25][1000/1492] lr: 1.000e-02, eta: 1 day, 13:16:07, time: 1.109, data_time: 0.007, memory: 5812, loss_cls: 6.8057, loss: 6.8057, grad_norm: 4.8257 2020-10-23 23:23:12,189 - mmaction - INFO - Epoch [25][1020/1492] lr: 1.000e-02, eta: 1 day, 13:15:39, time: 1.122, data_time: 0.017, memory: 5812, loss_cls: 6.7509, loss: 6.7509, grad_norm: 4.9133 2020-10-23 23:23:34,783 - mmaction - INFO - Epoch [25][1040/1492] lr: 1.000e-02, eta: 1 day, 13:15:11, time: 1.125, data_time: 0.004, memory: 5812, loss_cls: 6.6753, loss: 6.6753, grad_norm: 4.7425 2020-10-23 23:23:56,131 - mmaction - INFO - Epoch [25][1060/1492] lr: 1.000e-02, eta: 1 day, 13:14:39, time: 1.072, data_time: 0.005, memory: 5812, loss_cls: 6.6835, loss: 6.6835, grad_norm: 4.8402 2020-10-23 23:24:18,758 - mmaction - INFO - Epoch [25][1080/1492] lr: 1.000e-02, eta: 1 day, 13:14:12, time: 1.131, data_time: 0.007, memory: 5812, loss_cls: 6.7581, loss: 6.7581, grad_norm: 4.8647 2020-10-23 23:24:40,575 - mmaction - INFO - Epoch [25][1100/1492] lr: 1.000e-02, eta: 1 day, 13:13:41, time: 1.090, data_time: 0.003, memory: 5812, loss_cls: 6.7528, loss: 6.7528, grad_norm: 4.8782 2020-10-23 23:25:02,549 - mmaction - INFO - Epoch [25][1120/1492] lr: 1.000e-02, eta: 1 day, 13:13:12, time: 1.095, data_time: 0.002, memory: 5812, loss_cls: 6.7360, loss: 6.7360, grad_norm: 4.8821 2020-10-23 23:25:24,366 - mmaction - INFO - Epoch [25][1140/1492] lr: 1.000e-02, eta: 1 day, 13:12:41, time: 1.091, data_time: 0.006, memory: 5812, loss_cls: 6.8014, loss: 6.8014, grad_norm: 4.8288 2020-10-23 23:25:45,996 - mmaction - INFO - Epoch [25][1160/1492] lr: 1.000e-02, eta: 1 day, 13:12:11, time: 1.084, data_time: 0.006, memory: 5812, loss_cls: 6.7089, loss: 6.7089, grad_norm: 4.7541 2020-10-23 23:26:08,729 - mmaction - INFO - Epoch [25][1180/1492] lr: 1.000e-02, eta: 1 day, 13:11:44, time: 1.135, data_time: 0.002, memory: 5812, loss_cls: 6.6913, loss: 6.6913, grad_norm: 4.7247 2020-10-23 23:26:30,240 - mmaction - INFO - Epoch [25][1200/1492] lr: 1.000e-02, eta: 1 day, 13:11:12, time: 1.069, data_time: 0.005, memory: 5812, loss_cls: 6.7112, loss: 6.7112, grad_norm: 4.8147 2020-10-23 23:26:52,081 - mmaction - INFO - Epoch [25][1220/1492] lr: 1.000e-02, eta: 1 day, 13:10:43, time: 1.101, data_time: 0.010, memory: 5812, loss_cls: 6.7951, loss: 6.7951, grad_norm: 4.8142 2020-10-23 23:27:14,092 - mmaction - INFO - Epoch [25][1240/1492] lr: 1.000e-02, eta: 1 day, 13:10:13, time: 1.101, data_time: 0.002, memory: 5812, loss_cls: 6.6886, loss: 6.6886, grad_norm: 4.7832 2020-10-23 23:27:36,085 - mmaction - INFO - Epoch [25][1260/1492] lr: 1.000e-02, eta: 1 day, 13:09:44, time: 1.098, data_time: 0.002, memory: 5812, loss_cls: 6.6814, loss: 6.6814, grad_norm: 4.8002 2020-10-23 23:27:58,343 - mmaction - INFO - Epoch [25][1280/1492] lr: 1.000e-02, eta: 1 day, 13:09:15, time: 1.113, data_time: 0.004, memory: 5812, loss_cls: 6.6649, loss: 6.6649, grad_norm: 4.8093 2020-10-23 23:28:20,191 - mmaction - INFO - Epoch [25][1300/1492] lr: 1.000e-02, eta: 1 day, 13:08:45, time: 1.088, data_time: 0.005, memory: 5812, loss_cls: 6.6762, loss: 6.6762, grad_norm: 4.7821 2020-10-23 23:28:41,986 - mmaction - INFO - Epoch [25][1320/1492] lr: 1.000e-02, eta: 1 day, 13:08:15, time: 1.088, data_time: 0.010, memory: 5812, loss_cls: 6.6519, loss: 6.6519, grad_norm: 4.7096 2020-10-23 23:29:03,629 - mmaction - INFO - Epoch [25][1340/1492] lr: 1.000e-02, eta: 1 day, 13:07:44, time: 1.090, data_time: 0.011, memory: 5812, loss_cls: 6.6465, loss: 6.6465, grad_norm: 4.7534 2020-10-23 23:29:25,922 - mmaction - INFO - Epoch [25][1360/1492] lr: 1.000e-02, eta: 1 day, 13:07:16, time: 1.109, data_time: 0.002, memory: 5812, loss_cls: 6.8263, loss: 6.8263, grad_norm: 4.8898 2020-10-23 23:29:47,454 - mmaction - INFO - Epoch [25][1380/1492] lr: 1.000e-02, eta: 1 day, 13:06:45, time: 1.077, data_time: 0.010, memory: 5812, loss_cls: 6.7462, loss: 6.7462, grad_norm: 4.8609 2020-10-23 23:30:08,698 - mmaction - INFO - Epoch [25][1400/1492] lr: 1.000e-02, eta: 1 day, 13:06:13, time: 1.067, data_time: 0.007, memory: 5812, loss_cls: 6.8654, loss: 6.8654, grad_norm: 4.8761 2020-10-23 23:30:30,992 - mmaction - INFO - Epoch [25][1420/1492] lr: 1.000e-02, eta: 1 day, 13:05:44, time: 1.110, data_time: 0.001, memory: 5812, loss_cls: 6.6409, loss: 6.6409, grad_norm: 4.7470 2020-10-23 23:30:52,680 - mmaction - INFO - Epoch [25][1440/1492] lr: 1.000e-02, eta: 1 day, 13:05:14, time: 1.079, data_time: 0.006, memory: 5812, loss_cls: 6.6679, loss: 6.6679, grad_norm: 4.8361 2020-10-23 23:31:14,140 - mmaction - INFO - Epoch [25][1460/1492] lr: 1.000e-02, eta: 1 day, 13:04:43, time: 1.083, data_time: 0.011, memory: 5812, loss_cls: 6.6287, loss: 6.6287, grad_norm: 4.8052 2020-10-23 23:31:35,494 - mmaction - INFO - Epoch [25][1480/1492] lr: 1.000e-02, eta: 1 day, 13:04:12, time: 1.067, data_time: 0.003, memory: 5812, loss_cls: 6.8322, loss: 6.8322, grad_norm: 4.7983 2020-10-23 23:31:49,620 - mmaction - INFO - Saving checkpoint at 25 epochs 2020-10-23 23:34:03,489 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-23 23:34:04,820 - mmaction - INFO - mean_average_precision 0.4630 2020-10-23 23:34:04,837 - mmaction - INFO - Epoch(val) [25][1492] mean_average_precision: 0.4630 2020-10-23 23:34:39,698 - mmaction - INFO - Epoch [26][20/1492] lr: 1.000e-02, eta: 1 day, 13:03:24, time: 1.741, data_time: 1.213, memory: 5812, loss_cls: 6.7492, loss: 6.7492, grad_norm: 4.7811 2020-10-23 23:35:02,354 - mmaction - INFO - Epoch [26][40/1492] lr: 1.000e-02, eta: 1 day, 13:02:56, time: 1.132, data_time: 0.522, memory: 5812, loss_cls: 6.7796, loss: 6.7796, grad_norm: 4.8965 2020-10-23 23:35:23,730 - mmaction - INFO - Epoch [26][60/1492] lr: 1.000e-02, eta: 1 day, 13:02:25, time: 1.064, data_time: 0.475, memory: 5812, loss_cls: 6.7023, loss: 6.7023, grad_norm: 4.8297 2020-10-23 23:35:45,861 - mmaction - INFO - Epoch [26][80/1492] lr: 1.000e-02, eta: 1 day, 13:01:56, time: 1.103, data_time: 0.512, memory: 5812, loss_cls: 6.6584, loss: 6.6584, grad_norm: 4.9027 2020-10-23 23:36:07,304 - mmaction - INFO - Epoch [26][100/1492] lr: 1.000e-02, eta: 1 day, 13:01:25, time: 1.079, data_time: 0.484, memory: 5812, loss_cls: 6.6544, loss: 6.6544, grad_norm: 4.8033 2020-10-23 23:36:28,543 - mmaction - INFO - Epoch [26][120/1492] lr: 1.000e-02, eta: 1 day, 13:00:54, time: 1.063, data_time: 0.474, memory: 5812, loss_cls: 6.5512, loss: 6.5512, grad_norm: 4.7148 2020-10-23 23:36:50,906 - mmaction - INFO - Epoch [26][140/1492] lr: 1.000e-02, eta: 1 day, 13:00:25, time: 1.119, data_time: 0.499, memory: 5812, loss_cls: 6.6913, loss: 6.6913, grad_norm: 4.8202 2020-10-23 23:37:12,674 - mmaction - INFO - Epoch [26][160/1492] lr: 1.000e-02, eta: 1 day, 12:59:55, time: 1.089, data_time: 0.484, memory: 5812, loss_cls: 6.7389, loss: 6.7389, grad_norm: 4.8653 2020-10-23 23:37:34,976 - mmaction - INFO - Epoch [26][180/1492] lr: 1.000e-02, eta: 1 day, 12:59:27, time: 1.112, data_time: 0.475, memory: 5812, loss_cls: 6.7162, loss: 6.7162, grad_norm: 4.8047 2020-10-23 23:37:56,823 - mmaction - INFO - Epoch [26][200/1492] lr: 1.000e-02, eta: 1 day, 12:58:57, time: 1.095, data_time: 0.466, memory: 5812, loss_cls: 6.5753, loss: 6.5753, grad_norm: 4.7428 2020-10-23 23:38:19,001 - mmaction - INFO - Epoch [26][220/1492] lr: 1.000e-02, eta: 1 day, 12:58:28, time: 1.110, data_time: 0.493, memory: 5812, loss_cls: 6.6414, loss: 6.6414, grad_norm: 4.7947 2020-10-23 23:38:40,965 - mmaction - INFO - Epoch [26][240/1492] lr: 1.000e-02, eta: 1 day, 12:57:59, time: 1.094, data_time: 0.305, memory: 5812, loss_cls: 6.7061, loss: 6.7061, grad_norm: 4.9004 2020-10-23 23:39:02,573 - mmaction - INFO - Epoch [26][260/1492] lr: 1.000e-02, eta: 1 day, 12:57:29, time: 1.085, data_time: 0.009, memory: 5812, loss_cls: 6.7135, loss: 6.7135, grad_norm: 4.9487 2020-10-23 23:39:24,391 - mmaction - INFO - Epoch [26][280/1492] lr: 1.000e-02, eta: 1 day, 12:56:58, time: 1.087, data_time: 0.185, memory: 5812, loss_cls: 6.7946, loss: 6.7946, grad_norm: 4.8015 2020-10-23 23:39:47,097 - mmaction - INFO - Epoch [26][300/1492] lr: 1.000e-02, eta: 1 day, 12:56:31, time: 1.130, data_time: 0.260, memory: 5812, loss_cls: 6.6678, loss: 6.6678, grad_norm: 4.8605 2020-10-23 23:40:08,928 - mmaction - INFO - Epoch [26][320/1492] lr: 1.000e-02, eta: 1 day, 12:56:02, time: 1.099, data_time: 0.265, memory: 5812, loss_cls: 6.7566, loss: 6.7566, grad_norm: 4.7809 2020-10-23 23:40:31,048 - mmaction - INFO - Epoch [26][340/1492] lr: 1.000e-02, eta: 1 day, 12:55:33, time: 1.106, data_time: 0.485, memory: 5812, loss_cls: 6.6665, loss: 6.6665, grad_norm: 4.7824 2020-10-23 23:40:52,999 - mmaction - INFO - Epoch [26][360/1492] lr: 1.000e-02, eta: 1 day, 12:55:03, time: 1.099, data_time: 0.501, memory: 5812, loss_cls: 6.7581, loss: 6.7581, grad_norm: 4.7946 2020-10-23 23:41:15,517 - mmaction - INFO - Epoch [26][380/1492] lr: 1.000e-02, eta: 1 day, 12:54:35, time: 1.120, data_time: 0.498, memory: 5812, loss_cls: 6.7823, loss: 6.7823, grad_norm: 4.8537 2020-10-23 23:41:37,109 - mmaction - INFO - Epoch [26][400/1492] lr: 1.000e-02, eta: 1 day, 12:54:05, time: 1.081, data_time: 0.494, memory: 5812, loss_cls: 6.7626, loss: 6.7626, grad_norm: 4.9260 2020-10-23 23:41:58,784 - mmaction - INFO - Epoch [26][420/1492] lr: 1.000e-02, eta: 1 day, 12:53:35, time: 1.088, data_time: 0.474, memory: 5812, loss_cls: 6.6371, loss: 6.6371, grad_norm: 4.7498 2020-10-23 23:42:20,939 - mmaction - INFO - Epoch [26][440/1492] lr: 1.000e-02, eta: 1 day, 12:53:06, time: 1.104, data_time: 0.497, memory: 5812, loss_cls: 6.6562, loss: 6.6562, grad_norm: 4.8691 2020-10-23 23:42:42,894 - mmaction - INFO - Epoch [26][460/1492] lr: 1.000e-02, eta: 1 day, 12:52:37, time: 1.100, data_time: 0.494, memory: 5812, loss_cls: 6.6496, loss: 6.6496, grad_norm: 4.8295 2020-10-23 23:43:05,106 - mmaction - INFO - Epoch [26][480/1492] lr: 1.000e-02, eta: 1 day, 12:52:08, time: 1.113, data_time: 0.477, memory: 5812, loss_cls: 6.7033, loss: 6.7033, grad_norm: 4.8589 2020-10-23 23:43:26,654 - mmaction - INFO - Epoch [26][500/1492] lr: 1.000e-02, eta: 1 day, 12:51:37, time: 1.067, data_time: 0.484, memory: 5812, loss_cls: 6.6757, loss: 6.6757, grad_norm: 4.7773 2020-10-23 23:43:47,920 - mmaction - INFO - Epoch [26][520/1492] lr: 1.000e-02, eta: 1 day, 12:51:06, time: 1.066, data_time: 0.470, memory: 5812, loss_cls: 6.7378, loss: 6.7378, grad_norm: 4.9061 2020-10-23 23:44:10,073 - mmaction - INFO - Epoch [26][540/1492] lr: 1.000e-02, eta: 1 day, 12:50:38, time: 1.116, data_time: 0.491, memory: 5812, loss_cls: 6.6765, loss: 6.6765, grad_norm: 4.8116 2020-10-23 23:44:31,753 - mmaction - INFO - Epoch [26][560/1492] lr: 1.000e-02, eta: 1 day, 12:50:07, time: 1.080, data_time: 0.487, memory: 5812, loss_cls: 6.6757, loss: 6.6757, grad_norm: 4.7610 2020-10-23 23:44:53,321 - mmaction - INFO - Epoch [26][580/1492] lr: 1.000e-02, eta: 1 day, 12:49:37, time: 1.082, data_time: 0.477, memory: 5812, loss_cls: 6.6716, loss: 6.6716, grad_norm: 4.7465 2020-10-23 23:45:14,139 - mmaction - INFO - Epoch [26][600/1492] lr: 1.000e-02, eta: 1 day, 12:49:04, time: 1.037, data_time: 0.451, memory: 5812, loss_cls: 6.6581, loss: 6.6581, grad_norm: 4.7719 2020-10-23 23:45:35,543 - mmaction - INFO - Epoch [26][620/1492] lr: 1.000e-02, eta: 1 day, 12:48:33, time: 1.068, data_time: 0.470, memory: 5812, loss_cls: 6.7389, loss: 6.7389, grad_norm: 4.8255 2020-10-23 23:45:57,203 - mmaction - INFO - Epoch [26][640/1492] lr: 1.000e-02, eta: 1 day, 12:48:03, time: 1.089, data_time: 0.479, memory: 5812, loss_cls: 6.5544, loss: 6.5544, grad_norm: 4.7595 2020-10-23 23:46:18,667 - mmaction - INFO - Epoch [26][660/1492] lr: 1.000e-02, eta: 1 day, 12:47:32, time: 1.070, data_time: 0.462, memory: 5812, loss_cls: 6.7322, loss: 6.7322, grad_norm: 4.8527 2020-10-23 23:46:40,718 - mmaction - INFO - Epoch [26][680/1492] lr: 1.000e-02, eta: 1 day, 12:47:04, time: 1.106, data_time: 0.495, memory: 5812, loss_cls: 6.6729, loss: 6.6729, grad_norm: 4.8067 2020-10-23 23:47:01,874 - mmaction - INFO - Epoch [26][700/1492] lr: 1.000e-02, eta: 1 day, 12:46:32, time: 1.056, data_time: 0.475, memory: 5812, loss_cls: 6.7736, loss: 6.7736, grad_norm: 4.8030 2020-10-23 23:47:24,340 - mmaction - INFO - Epoch [26][720/1492] lr: 1.000e-02, eta: 1 day, 12:46:04, time: 1.123, data_time: 0.513, memory: 5812, loss_cls: 6.7638, loss: 6.7638, grad_norm: 4.7767 2020-10-23 23:47:45,788 - mmaction - INFO - Epoch [26][740/1492] lr: 1.000e-02, eta: 1 day, 12:45:34, time: 1.073, data_time: 0.473, memory: 5812, loss_cls: 6.8337, loss: 6.8337, grad_norm: 4.8187 2020-10-23 23:48:07,785 - mmaction - INFO - Epoch [26][760/1492] lr: 1.000e-02, eta: 1 day, 12:45:04, time: 1.099, data_time: 0.498, memory: 5812, loss_cls: 6.8288, loss: 6.8288, grad_norm: 4.8842 2020-10-23 23:48:29,388 - mmaction - INFO - Epoch [26][780/1492] lr: 1.000e-02, eta: 1 day, 12:44:34, time: 1.073, data_time: 0.470, memory: 5812, loss_cls: 6.6685, loss: 6.6685, grad_norm: 4.8308 2020-10-23 23:48:51,427 - mmaction - INFO - Epoch [26][800/1492] lr: 1.000e-02, eta: 1 day, 12:44:05, time: 1.111, data_time: 0.508, memory: 5812, loss_cls: 6.6465, loss: 6.6465, grad_norm: 4.8201 2020-10-23 23:49:12,442 - mmaction - INFO - Epoch [26][820/1492] lr: 1.000e-02, eta: 1 day, 12:43:33, time: 1.044, data_time: 0.460, memory: 5812, loss_cls: 6.6846, loss: 6.6846, grad_norm: 4.7727 2020-10-23 23:49:34,377 - mmaction - INFO - Epoch [26][840/1492] lr: 1.000e-02, eta: 1 day, 12:43:04, time: 1.100, data_time: 0.527, memory: 5812, loss_cls: 6.5641, loss: 6.5641, grad_norm: 4.6936 2020-10-23 23:49:55,968 - mmaction - INFO - Epoch [26][860/1492] lr: 1.000e-02, eta: 1 day, 12:42:34, time: 1.083, data_time: 0.465, memory: 5812, loss_cls: 6.7696, loss: 6.7696, grad_norm: 4.8699 2020-10-23 23:50:17,527 - mmaction - INFO - Epoch [26][880/1492] lr: 1.000e-02, eta: 1 day, 12:42:03, time: 1.077, data_time: 0.485, memory: 5812, loss_cls: 6.7221, loss: 6.7221, grad_norm: 4.8452 2020-10-23 23:50:39,346 - mmaction - INFO - Epoch [26][900/1492] lr: 1.000e-02, eta: 1 day, 12:41:34, time: 1.092, data_time: 0.491, memory: 5812, loss_cls: 6.6761, loss: 6.6761, grad_norm: 4.7344 2020-10-23 23:51:00,680 - mmaction - INFO - Epoch [26][920/1492] lr: 1.000e-02, eta: 1 day, 12:41:03, time: 1.061, data_time: 0.494, memory: 5812, loss_cls: 6.7016, loss: 6.7016, grad_norm: 4.9266 2020-10-23 23:51:22,077 - mmaction - INFO - Epoch [26][940/1492] lr: 1.000e-02, eta: 1 day, 12:40:32, time: 1.076, data_time: 0.493, memory: 5812, loss_cls: 6.7448, loss: 6.7448, grad_norm: 4.8431 2020-10-23 23:51:44,169 - mmaction - INFO - Epoch [26][960/1492] lr: 1.000e-02, eta: 1 day, 12:40:03, time: 1.104, data_time: 0.477, memory: 5812, loss_cls: 6.5815, loss: 6.5815, grad_norm: 4.7789 2020-10-23 23:52:05,178 - mmaction - INFO - Epoch [26][980/1492] lr: 1.000e-02, eta: 1 day, 12:39:31, time: 1.044, data_time: 0.446, memory: 5812, loss_cls: 6.7798, loss: 6.7798, grad_norm: 4.8485 2020-10-23 23:52:26,600 - mmaction - INFO - Epoch [26][1000/1492] lr: 1.000e-02, eta: 1 day, 12:39:00, time: 1.067, data_time: 0.482, memory: 5812, loss_cls: 6.7619, loss: 6.7619, grad_norm: 4.8674 2020-10-23 23:52:48,041 - mmaction - INFO - Epoch [26][1020/1492] lr: 1.000e-02, eta: 1 day, 12:38:30, time: 1.081, data_time: 0.473, memory: 5812, loss_cls: 6.7615, loss: 6.7615, grad_norm: 4.8261 2020-10-23 23:53:08,841 - mmaction - INFO - Epoch [26][1040/1492] lr: 1.000e-02, eta: 1 day, 12:37:58, time: 1.041, data_time: 0.450, memory: 5812, loss_cls: 6.6969, loss: 6.6969, grad_norm: 4.8578 2020-10-23 23:53:30,330 - mmaction - INFO - Epoch [26][1060/1492] lr: 1.000e-02, eta: 1 day, 12:37:27, time: 1.076, data_time: 0.470, memory: 5812, loss_cls: 6.6430, loss: 6.6430, grad_norm: 4.8592 2020-10-23 23:53:52,023 - mmaction - INFO - Epoch [26][1080/1492] lr: 1.000e-02, eta: 1 day, 12:36:57, time: 1.075, data_time: 0.491, memory: 5812, loss_cls: 6.7054, loss: 6.7054, grad_norm: 4.8279 2020-10-23 23:54:13,360 - mmaction - INFO - Epoch [26][1100/1492] lr: 1.000e-02, eta: 1 day, 12:36:27, time: 1.075, data_time: 0.461, memory: 5812, loss_cls: 6.7381, loss: 6.7381, grad_norm: 4.9049 2020-10-23 23:54:34,673 - mmaction - INFO - Epoch [26][1120/1492] lr: 1.000e-02, eta: 1 day, 12:35:56, time: 1.066, data_time: 0.440, memory: 5812, loss_cls: 6.8174, loss: 6.8174, grad_norm: 4.8213 2020-10-23 23:54:56,525 - mmaction - INFO - Epoch [26][1140/1492] lr: 1.000e-02, eta: 1 day, 12:35:26, time: 1.091, data_time: 0.495, memory: 5812, loss_cls: 6.6845, loss: 6.6845, grad_norm: 4.8557 2020-10-23 23:55:18,227 - mmaction - INFO - Epoch [26][1160/1492] lr: 1.000e-02, eta: 1 day, 12:34:56, time: 1.082, data_time: 0.489, memory: 5812, loss_cls: 6.6428, loss: 6.6428, grad_norm: 4.8225 2020-10-23 23:55:40,106 - mmaction - INFO - Epoch [26][1180/1492] lr: 1.000e-02, eta: 1 day, 12:34:27, time: 1.098, data_time: 0.513, memory: 5812, loss_cls: 6.7522, loss: 6.7522, grad_norm: 4.8577 2020-10-23 23:56:01,297 - mmaction - INFO - Epoch [26][1200/1492] lr: 1.000e-02, eta: 1 day, 12:33:56, time: 1.060, data_time: 0.491, memory: 5812, loss_cls: 6.7308, loss: 6.7308, grad_norm: 4.8081 2020-10-23 23:56:22,854 - mmaction - INFO - Epoch [26][1220/1492] lr: 1.000e-02, eta: 1 day, 12:33:26, time: 1.078, data_time: 0.489, memory: 5812, loss_cls: 6.7546, loss: 6.7546, grad_norm: 4.8412 2020-10-23 23:56:44,720 - mmaction - INFO - Epoch [26][1240/1492] lr: 1.000e-02, eta: 1 day, 12:32:57, time: 1.091, data_time: 0.504, memory: 5812, loss_cls: 6.7847, loss: 6.7847, grad_norm: 4.8144 2020-10-23 23:57:06,594 - mmaction - INFO - Epoch [26][1260/1492] lr: 1.000e-02, eta: 1 day, 12:32:27, time: 1.097, data_time: 0.477, memory: 5812, loss_cls: 6.7158, loss: 6.7158, grad_norm: 4.8197 2020-10-23 23:57:28,584 - mmaction - INFO - Epoch [26][1280/1492] lr: 1.000e-02, eta: 1 day, 12:31:58, time: 1.091, data_time: 0.485, memory: 5812, loss_cls: 6.6055, loss: 6.6055, grad_norm: 4.7580 2020-10-23 23:57:50,166 - mmaction - INFO - Epoch [26][1300/1492] lr: 1.000e-02, eta: 1 day, 12:31:28, time: 1.079, data_time: 0.497, memory: 5812, loss_cls: 6.6668, loss: 6.6668, grad_norm: 4.8170 2020-10-23 23:58:11,779 - mmaction - INFO - Epoch [26][1320/1492] lr: 1.000e-02, eta: 1 day, 12:30:58, time: 1.082, data_time: 0.507, memory: 5812, loss_cls: 6.6658, loss: 6.6658, grad_norm: 4.7829 2020-10-23 23:58:32,716 - mmaction - INFO - Epoch [26][1340/1492] lr: 1.000e-02, eta: 1 day, 12:30:26, time: 1.049, data_time: 0.449, memory: 5812, loss_cls: 6.6091, loss: 6.6091, grad_norm: 4.7592 2020-10-23 23:58:55,005 - mmaction - INFO - Epoch [26][1360/1492] lr: 1.000e-02, eta: 1 day, 12:29:58, time: 1.116, data_time: 0.499, memory: 5812, loss_cls: 6.8300, loss: 6.8300, grad_norm: 4.8555 2020-10-23 23:59:16,340 - mmaction - INFO - Epoch [26][1380/1492] lr: 1.000e-02, eta: 1 day, 12:29:28, time: 1.063, data_time: 0.468, memory: 5812, loss_cls: 6.7009, loss: 6.7009, grad_norm: 4.7624 2020-10-23 23:59:38,012 - mmaction - INFO - Epoch [26][1400/1492] lr: 1.000e-02, eta: 1 day, 12:28:58, time: 1.085, data_time: 0.458, memory: 5812, loss_cls: 6.7487, loss: 6.7487, grad_norm: 4.8903 2020-10-23 23:59:59,414 - mmaction - INFO - Epoch [26][1420/1492] lr: 1.000e-02, eta: 1 day, 12:28:28, time: 1.074, data_time: 0.483, memory: 5812, loss_cls: 6.6750, loss: 6.6750, grad_norm: 4.8326 2020-10-24 00:00:21,397 - mmaction - INFO - Epoch [26][1440/1492] lr: 1.000e-02, eta: 1 day, 12:27:59, time: 1.098, data_time: 0.491, memory: 5812, loss_cls: 6.6860, loss: 6.6860, grad_norm: 4.7998 2020-10-24 00:00:43,602 - mmaction - INFO - Epoch [26][1460/1492] lr: 1.000e-02, eta: 1 day, 12:27:30, time: 1.107, data_time: 0.508, memory: 5812, loss_cls: 6.6869, loss: 6.6869, grad_norm: 4.8004 2020-10-24 00:01:05,674 - mmaction - INFO - Epoch [26][1480/1492] lr: 1.000e-02, eta: 1 day, 12:27:01, time: 1.101, data_time: 0.485, memory: 5812, loss_cls: 6.6613, loss: 6.6613, grad_norm: 4.7149 2020-10-24 00:02:42,184 - mmaction - INFO - Epoch [27][20/1492] lr: 1.000e-02, eta: 1 day, 12:28:33, time: 4.182, data_time: 3.584, memory: 5812, loss_cls: 6.7757, loss: 6.7757, grad_norm: 4.8297 2020-10-24 00:03:05,822 - mmaction - INFO - Epoch [27][40/1492] lr: 1.000e-02, eta: 1 day, 12:28:09, time: 1.180, data_time: 0.211, memory: 5812, loss_cls: 6.6597, loss: 6.6597, grad_norm: 4.8018 2020-10-24 00:03:27,608 - mmaction - INFO - Epoch [27][60/1492] lr: 1.000e-02, eta: 1 day, 12:27:39, time: 1.088, data_time: 0.004, memory: 5812, loss_cls: 6.5235, loss: 6.5235, grad_norm: 4.6794 2020-10-24 00:03:49,084 - mmaction - INFO - Epoch [27][80/1492] lr: 1.000e-02, eta: 1 day, 12:27:09, time: 1.075, data_time: 0.008, memory: 5812, loss_cls: 6.6490, loss: 6.6490, grad_norm: 4.7537 2020-10-24 00:04:11,200 - mmaction - INFO - Epoch [27][100/1492] lr: 1.000e-02, eta: 1 day, 12:26:40, time: 1.100, data_time: 0.004, memory: 5812, loss_cls: 6.6807, loss: 6.6807, grad_norm: 4.8597 2020-10-24 00:04:33,055 - mmaction - INFO - Epoch [27][120/1492] lr: 1.000e-02, eta: 1 day, 12:26:11, time: 1.101, data_time: 0.010, memory: 5812, loss_cls: 6.6768, loss: 6.6768, grad_norm: 4.8153 2020-10-24 00:04:55,107 - mmaction - INFO - Epoch [27][140/1492] lr: 1.000e-02, eta: 1 day, 12:25:42, time: 1.097, data_time: 0.005, memory: 5812, loss_cls: 6.6208, loss: 6.6208, grad_norm: 4.9128 2020-10-24 00:05:17,161 - mmaction - INFO - Epoch [27][160/1492] lr: 1.000e-02, eta: 1 day, 12:25:14, time: 1.105, data_time: 0.010, memory: 5812, loss_cls: 6.6541, loss: 6.6541, grad_norm: 4.7828 2020-10-24 00:05:39,468 - mmaction - INFO - Epoch [27][180/1492] lr: 1.000e-02, eta: 1 day, 12:24:46, time: 1.113, data_time: 0.008, memory: 5812, loss_cls: 6.5935, loss: 6.5935, grad_norm: 4.7836 2020-10-24 00:06:00,848 - mmaction - INFO - Epoch [27][200/1492] lr: 1.000e-02, eta: 1 day, 12:24:15, time: 1.072, data_time: 0.008, memory: 5812, loss_cls: 6.6971, loss: 6.6971, grad_norm: 4.9138 2020-10-24 00:06:22,796 - mmaction - INFO - Epoch [27][220/1492] lr: 1.000e-02, eta: 1 day, 12:23:46, time: 1.096, data_time: 0.004, memory: 5812, loss_cls: 6.6025, loss: 6.6025, grad_norm: 4.7401 2020-10-24 00:06:44,950 - mmaction - INFO - Epoch [27][240/1492] lr: 1.000e-02, eta: 1 day, 12:23:18, time: 1.111, data_time: 0.006, memory: 5812, loss_cls: 6.6965, loss: 6.6965, grad_norm: 4.8679 2020-10-24 00:07:06,319 - mmaction - INFO - Epoch [27][260/1492] lr: 1.000e-02, eta: 1 day, 12:22:47, time: 1.068, data_time: 0.004, memory: 5812, loss_cls: 6.7223, loss: 6.7223, grad_norm: 4.7871 2020-10-24 00:07:28,423 - mmaction - INFO - Epoch [27][280/1492] lr: 1.000e-02, eta: 1 day, 12:22:19, time: 1.099, data_time: 0.005, memory: 5812, loss_cls: 6.6634, loss: 6.6634, grad_norm: 4.7638 2020-10-24 00:07:49,532 - mmaction - INFO - Epoch [27][300/1492] lr: 1.000e-02, eta: 1 day, 12:21:47, time: 1.058, data_time: 0.009, memory: 5812, loss_cls: 6.5929, loss: 6.5929, grad_norm: 4.8027 2020-10-24 00:08:11,058 - mmaction - INFO - Epoch [27][320/1492] lr: 1.000e-02, eta: 1 day, 12:21:17, time: 1.071, data_time: 0.005, memory: 5812, loss_cls: 6.7731, loss: 6.7731, grad_norm: 4.9233 2020-10-24 00:08:32,716 - mmaction - INFO - Epoch [27][340/1492] lr: 1.000e-02, eta: 1 day, 12:20:48, time: 1.091, data_time: 0.013, memory: 5812, loss_cls: 6.8775, loss: 6.8775, grad_norm: 4.9654 2020-10-24 00:08:53,912 - mmaction - INFO - Epoch [27][360/1492] lr: 1.000e-02, eta: 1 day, 12:20:17, time: 1.059, data_time: 0.003, memory: 5812, loss_cls: 6.7182, loss: 6.7182, grad_norm: 4.8146 2020-10-24 00:09:15,698 - mmaction - INFO - Epoch [27][380/1492] lr: 1.000e-02, eta: 1 day, 12:19:47, time: 1.089, data_time: 0.008, memory: 5812, loss_cls: 6.6202, loss: 6.6202, grad_norm: 4.7310 2020-10-24 00:09:37,026 - mmaction - INFO - Epoch [27][400/1492] lr: 1.000e-02, eta: 1 day, 12:19:17, time: 1.068, data_time: 0.004, memory: 5812, loss_cls: 6.7807, loss: 6.7807, grad_norm: 4.8368 2020-10-24 00:09:58,732 - mmaction - INFO - Epoch [27][420/1492] lr: 1.000e-02, eta: 1 day, 12:18:47, time: 1.079, data_time: 0.004, memory: 5812, loss_cls: 6.6117, loss: 6.6117, grad_norm: 4.8032 2020-10-24 00:10:19,724 - mmaction - INFO - Epoch [27][440/1492] lr: 1.000e-02, eta: 1 day, 12:18:15, time: 1.054, data_time: 0.009, memory: 5812, loss_cls: 6.7792, loss: 6.7792, grad_norm: 4.8339 2020-10-24 00:10:40,997 - mmaction - INFO - Epoch [27][460/1492] lr: 1.000e-02, eta: 1 day, 12:17:45, time: 1.064, data_time: 0.003, memory: 5812, loss_cls: 6.7588, loss: 6.7588, grad_norm: 4.8395 2020-10-24 00:11:02,638 - mmaction - INFO - Epoch [27][480/1492] lr: 1.000e-02, eta: 1 day, 12:17:15, time: 1.083, data_time: 0.003, memory: 5812, loss_cls: 6.6710, loss: 6.6710, grad_norm: 4.9351 2020-10-24 00:11:24,448 - mmaction - INFO - Epoch [27][500/1492] lr: 1.000e-02, eta: 1 day, 12:16:46, time: 1.091, data_time: 0.003, memory: 5812, loss_cls: 6.6275, loss: 6.6275, grad_norm: 4.7168 2020-10-24 00:11:45,717 - mmaction - INFO - Epoch [27][520/1492] lr: 1.000e-02, eta: 1 day, 12:16:14, time: 1.052, data_time: 0.002, memory: 5812, loss_cls: 6.8064, loss: 6.8064, grad_norm: 4.8056 2020-10-24 00:12:06,910 - mmaction - INFO - Epoch [27][540/1492] lr: 1.000e-02, eta: 1 day, 12:15:44, time: 1.069, data_time: 0.015, memory: 5812, loss_cls: 6.6829, loss: 6.6829, grad_norm: 4.7459 2020-10-24 00:12:28,531 - mmaction - INFO - Epoch [27][560/1492] lr: 1.000e-02, eta: 1 day, 12:15:14, time: 1.080, data_time: 0.004, memory: 5812, loss_cls: 6.5634, loss: 6.5634, grad_norm: 4.8298 2020-10-24 00:12:50,192 - mmaction - INFO - Epoch [27][580/1492] lr: 1.000e-02, eta: 1 day, 12:14:44, time: 1.079, data_time: 0.005, memory: 5812, loss_cls: 6.5903, loss: 6.5903, grad_norm: 4.8066 2020-10-24 00:13:11,866 - mmaction - INFO - Epoch [27][600/1492] lr: 1.000e-02, eta: 1 day, 12:14:15, time: 1.089, data_time: 0.017, memory: 5812, loss_cls: 6.6346, loss: 6.6346, grad_norm: 4.8400 2020-10-24 00:13:33,530 - mmaction - INFO - Epoch [27][620/1492] lr: 1.000e-02, eta: 1 day, 12:13:46, time: 1.085, data_time: 0.004, memory: 5812, loss_cls: 6.7665, loss: 6.7665, grad_norm: 4.9243 2020-10-24 00:13:55,317 - mmaction - INFO - Epoch [27][640/1492] lr: 1.000e-02, eta: 1 day, 12:13:16, time: 1.087, data_time: 0.002, memory: 5812, loss_cls: 6.6574, loss: 6.6574, grad_norm: 4.9082 2020-10-24 00:14:16,949 - mmaction - INFO - Epoch [27][660/1492] lr: 1.000e-02, eta: 1 day, 12:12:47, time: 1.081, data_time: 0.007, memory: 5812, loss_cls: 6.6747, loss: 6.6747, grad_norm: 4.7925 2020-10-24 00:14:38,555 - mmaction - INFO - Epoch [27][680/1492] lr: 1.000e-02, eta: 1 day, 12:12:17, time: 1.079, data_time: 0.003, memory: 5812, loss_cls: 6.7320, loss: 6.7320, grad_norm: 4.8679 2020-10-24 00:15:00,102 - mmaction - INFO - Epoch [27][700/1492] lr: 1.000e-02, eta: 1 day, 12:11:47, time: 1.081, data_time: 0.006, memory: 5812, loss_cls: 6.6667, loss: 6.6667, grad_norm: 4.7714 2020-10-24 00:15:21,727 - mmaction - INFO - Epoch [27][720/1492] lr: 1.000e-02, eta: 1 day, 12:11:17, time: 1.072, data_time: 0.003, memory: 5812, loss_cls: 6.8086, loss: 6.8086, grad_norm: 4.9137 2020-10-24 00:15:43,766 - mmaction - INFO - Epoch [27][740/1492] lr: 1.000e-02, eta: 1 day, 12:10:48, time: 1.104, data_time: 0.011, memory: 5812, loss_cls: 6.7373, loss: 6.7373, grad_norm: 4.9266 2020-10-24 00:16:05,028 - mmaction - INFO - Epoch [27][760/1492] lr: 1.000e-02, eta: 1 day, 12:10:18, time: 1.066, data_time: 0.009, memory: 5812, loss_cls: 6.6257, loss: 6.6257, grad_norm: 4.8950 2020-10-24 00:16:26,478 - mmaction - INFO - Epoch [27][780/1492] lr: 1.000e-02, eta: 1 day, 12:09:48, time: 1.070, data_time: 0.009, memory: 5812, loss_cls: 6.8174, loss: 6.8174, grad_norm: 5.0014 2020-10-24 00:16:48,285 - mmaction - INFO - Epoch [27][800/1492] lr: 1.000e-02, eta: 1 day, 12:09:19, time: 1.094, data_time: 0.010, memory: 5812, loss_cls: 6.6683, loss: 6.6683, grad_norm: 4.7536 2020-10-24 00:17:09,869 - mmaction - INFO - Epoch [27][820/1492] lr: 1.000e-02, eta: 1 day, 12:08:49, time: 1.075, data_time: 0.005, memory: 5812, loss_cls: 6.6849, loss: 6.6849, grad_norm: 4.7443 2020-10-24 00:17:31,866 - mmaction - INFO - Epoch [27][840/1492] lr: 1.000e-02, eta: 1 day, 12:08:20, time: 1.098, data_time: 0.012, memory: 5812, loss_cls: 6.7112, loss: 6.7112, grad_norm: 4.7835 2020-10-24 00:17:52,771 - mmaction - INFO - Epoch [27][860/1492] lr: 1.000e-02, eta: 1 day, 12:07:49, time: 1.049, data_time: 0.012, memory: 5812, loss_cls: 6.6213, loss: 6.6213, grad_norm: 4.8534 2020-10-24 00:18:14,414 - mmaction - INFO - Epoch [27][880/1492] lr: 1.000e-02, eta: 1 day, 12:07:19, time: 1.077, data_time: 0.008, memory: 5812, loss_cls: 6.6644, loss: 6.6644, grad_norm: 4.8847 2020-10-24 00:18:36,146 - mmaction - INFO - Epoch [27][900/1492] lr: 1.000e-02, eta: 1 day, 12:06:50, time: 1.087, data_time: 0.014, memory: 5812, loss_cls: 6.6851, loss: 6.6851, grad_norm: 4.9065 2020-10-24 00:18:57,508 - mmaction - INFO - Epoch [27][920/1492] lr: 1.000e-02, eta: 1 day, 12:06:20, time: 1.078, data_time: 0.012, memory: 5812, loss_cls: 6.7765, loss: 6.7765, grad_norm: 4.8182 2020-10-24 00:19:18,963 - mmaction - INFO - Epoch [27][940/1492] lr: 1.000e-02, eta: 1 day, 12:05:49, time: 1.061, data_time: 0.003, memory: 5812, loss_cls: 6.6733, loss: 6.6733, grad_norm: 4.8854 2020-10-24 00:19:40,005 - mmaction - INFO - Epoch [27][960/1492] lr: 1.000e-02, eta: 1 day, 12:05:19, time: 1.063, data_time: 0.013, memory: 5812, loss_cls: 6.6710, loss: 6.6710, grad_norm: 4.8419 2020-10-24 00:20:02,270 - mmaction - INFO - Epoch [27][980/1492] lr: 1.000e-02, eta: 1 day, 12:04:50, time: 1.104, data_time: 0.003, memory: 5812, loss_cls: 6.8081, loss: 6.8081, grad_norm: 4.8661 2020-10-24 00:20:23,630 - mmaction - INFO - Epoch [27][1000/1492] lr: 1.000e-02, eta: 1 day, 12:04:20, time: 1.073, data_time: 0.012, memory: 5812, loss_cls: 6.7586, loss: 6.7586, grad_norm: 4.8214 2020-10-24 00:20:45,225 - mmaction - INFO - Epoch [27][1020/1492] lr: 1.000e-02, eta: 1 day, 12:03:51, time: 1.083, data_time: 0.008, memory: 5812, loss_cls: 6.7481, loss: 6.7481, grad_norm: 4.8719 2020-10-24 00:21:06,861 - mmaction - INFO - Epoch [27][1040/1492] lr: 1.000e-02, eta: 1 day, 12:03:21, time: 1.083, data_time: 0.003, memory: 5812, loss_cls: 6.6944, loss: 6.6944, grad_norm: 4.8630 2020-10-24 00:21:28,434 - mmaction - INFO - Epoch [27][1060/1492] lr: 1.000e-02, eta: 1 day, 12:02:51, time: 1.075, data_time: 0.001, memory: 5812, loss_cls: 6.5821, loss: 6.5821, grad_norm: 4.7379 2020-10-24 00:21:50,655 - mmaction - INFO - Epoch [27][1080/1492] lr: 1.000e-02, eta: 1 day, 12:02:24, time: 1.110, data_time: 0.004, memory: 5812, loss_cls: 6.7094, loss: 6.7094, grad_norm: 4.8199 2020-10-24 00:22:12,496 - mmaction - INFO - Epoch [27][1100/1492] lr: 1.000e-02, eta: 1 day, 12:01:55, time: 1.091, data_time: 0.005, memory: 5812, loss_cls: 6.5760, loss: 6.5760, grad_norm: 4.8076 2020-10-24 00:22:33,911 - mmaction - INFO - Epoch [27][1120/1492] lr: 1.000e-02, eta: 1 day, 12:01:25, time: 1.073, data_time: 0.006, memory: 5812, loss_cls: 6.8575, loss: 6.8575, grad_norm: 4.9151 2020-10-24 00:22:55,149 - mmaction - INFO - Epoch [27][1140/1492] lr: 1.000e-02, eta: 1 day, 12:00:54, time: 1.053, data_time: 0.004, memory: 5812, loss_cls: 6.7150, loss: 6.7150, grad_norm: 4.8586 2020-10-24 00:23:16,905 - mmaction - INFO - Epoch [27][1160/1492] lr: 1.000e-02, eta: 1 day, 12:00:24, time: 1.087, data_time: 0.013, memory: 5812, loss_cls: 6.7890, loss: 6.7890, grad_norm: 4.8095 2020-10-24 00:23:38,865 - mmaction - INFO - Epoch [27][1180/1492] lr: 1.000e-02, eta: 1 day, 11:59:56, time: 1.109, data_time: 0.014, memory: 5812, loss_cls: 6.7679, loss: 6.7679, grad_norm: 4.8377 2020-10-24 00:24:00,635 - mmaction - INFO - Epoch [27][1200/1492] lr: 1.000e-02, eta: 1 day, 11:59:27, time: 1.083, data_time: 0.003, memory: 5812, loss_cls: 6.6784, loss: 6.6784, grad_norm: 4.8415 2020-10-24 00:24:22,294 - mmaction - INFO - Epoch [27][1220/1492] lr: 1.000e-02, eta: 1 day, 11:58:58, time: 1.081, data_time: 0.010, memory: 5812, loss_cls: 6.6617, loss: 6.6617, grad_norm: 4.8069 2020-10-24 00:24:43,780 - mmaction - INFO - Epoch [27][1240/1492] lr: 1.000e-02, eta: 1 day, 11:58:28, time: 1.076, data_time: 0.009, memory: 5812, loss_cls: 6.6520, loss: 6.6520, grad_norm: 4.8255 2020-10-24 00:25:05,571 - mmaction - INFO - Epoch [27][1260/1492] lr: 1.000e-02, eta: 1 day, 11:57:59, time: 1.092, data_time: 0.006, memory: 5812, loss_cls: 6.6471, loss: 6.6471, grad_norm: 4.8178 2020-10-24 00:25:26,634 - mmaction - INFO - Epoch [27][1280/1492] lr: 1.000e-02, eta: 1 day, 11:57:28, time: 1.050, data_time: 0.004, memory: 5812, loss_cls: 6.6395, loss: 6.6395, grad_norm: 4.8259 2020-10-24 00:25:48,103 - mmaction - INFO - Epoch [27][1300/1492] lr: 1.000e-02, eta: 1 day, 11:56:58, time: 1.077, data_time: 0.007, memory: 5812, loss_cls: 6.7499, loss: 6.7499, grad_norm: 4.8843 2020-10-24 00:26:09,235 - mmaction - INFO - Epoch [27][1320/1492] lr: 1.000e-02, eta: 1 day, 11:56:27, time: 1.048, data_time: 0.007, memory: 5812, loss_cls: 6.4662, loss: 6.4662, grad_norm: 4.6735 2020-10-24 00:26:30,562 - mmaction - INFO - Epoch [27][1340/1492] lr: 1.000e-02, eta: 1 day, 11:55:57, time: 1.074, data_time: 0.016, memory: 5812, loss_cls: 6.6534, loss: 6.6534, grad_norm: 4.7905 2020-10-24 00:26:52,405 - mmaction - INFO - Epoch [27][1360/1492] lr: 1.000e-02, eta: 1 day, 11:55:28, time: 1.091, data_time: 0.008, memory: 5812, loss_cls: 6.7880, loss: 6.7880, grad_norm: 4.8555 2020-10-24 00:27:13,748 - mmaction - INFO - Epoch [27][1380/1492] lr: 1.000e-02, eta: 1 day, 11:54:58, time: 1.067, data_time: 0.006, memory: 5812, loss_cls: 6.8163, loss: 6.8163, grad_norm: 4.8711 2020-10-24 00:27:34,917 - mmaction - INFO - Epoch [27][1400/1492] lr: 1.000e-02, eta: 1 day, 11:54:27, time: 1.058, data_time: 0.006, memory: 5812, loss_cls: 6.6884, loss: 6.6884, grad_norm: 4.8714 2020-10-24 00:27:56,533 - mmaction - INFO - Epoch [27][1420/1492] lr: 1.000e-02, eta: 1 day, 11:53:58, time: 1.081, data_time: 0.008, memory: 5812, loss_cls: 6.7029, loss: 6.7029, grad_norm: 4.8377 2020-10-24 00:28:17,704 - mmaction - INFO - Epoch [27][1440/1492] lr: 1.000e-02, eta: 1 day, 11:53:27, time: 1.061, data_time: 0.009, memory: 5812, loss_cls: 6.6597, loss: 6.6597, grad_norm: 4.7754 2020-10-24 00:28:39,272 - mmaction - INFO - Epoch [27][1460/1492] lr: 1.000e-02, eta: 1 day, 11:52:58, time: 1.078, data_time: 0.005, memory: 5812, loss_cls: 6.6405, loss: 6.6405, grad_norm: 4.7644 2020-10-24 00:29:00,660 - mmaction - INFO - Epoch [27][1480/1492] lr: 1.000e-02, eta: 1 day, 11:52:28, time: 1.069, data_time: 0.006, memory: 5812, loss_cls: 6.7127, loss: 6.7127, grad_norm: 4.8257 2020-10-24 00:29:56,891 - mmaction - INFO - Epoch [28][20/1492] lr: 1.000e-02, eta: 1 day, 11:52:03, time: 2.147, data_time: 1.117, memory: 5812, loss_cls: 6.5440, loss: 6.5440, grad_norm: 4.7015 2020-10-24 00:30:21,893 - mmaction - INFO - Epoch [28][40/1492] lr: 1.000e-02, eta: 1 day, 11:51:43, time: 1.247, data_time: 0.006, memory: 5812, loss_cls: 6.6232, loss: 6.6232, grad_norm: 4.7103 2020-10-24 00:30:45,252 - mmaction - INFO - Epoch [28][60/1492] lr: 1.000e-02, eta: 1 day, 11:51:18, time: 1.164, data_time: 0.006, memory: 5812, loss_cls: 6.4887, loss: 6.4887, grad_norm: 4.7565 2020-10-24 00:31:09,254 - mmaction - INFO - Epoch [28][80/1492] lr: 1.000e-02, eta: 1 day, 11:50:55, time: 1.202, data_time: 0.008, memory: 5812, loss_cls: 6.5978, loss: 6.5978, grad_norm: 4.7149 2020-10-24 00:31:32,171 - mmaction - INFO - Epoch [28][100/1492] lr: 1.000e-02, eta: 1 day, 11:50:29, time: 1.143, data_time: 0.010, memory: 5812, loss_cls: 6.5880, loss: 6.5880, grad_norm: 4.9129 2020-10-24 00:31:54,653 - mmaction - INFO - Epoch [28][120/1492] lr: 1.000e-02, eta: 1 day, 11:50:03, time: 1.132, data_time: 0.010, memory: 5812, loss_cls: 6.6465, loss: 6.6465, grad_norm: 4.9286 2020-10-24 00:32:17,854 - mmaction - INFO - Epoch [28][140/1492] lr: 1.000e-02, eta: 1 day, 11:49:37, time: 1.150, data_time: 0.002, memory: 5812, loss_cls: 6.6391, loss: 6.6391, grad_norm: 4.7948 2020-10-24 00:32:39,702 - mmaction - INFO - Epoch [28][160/1492] lr: 1.000e-02, eta: 1 day, 11:49:09, time: 1.096, data_time: 0.010, memory: 5812, loss_cls: 6.6974, loss: 6.6974, grad_norm: 4.8214 2020-10-24 00:33:02,073 - mmaction - INFO - Epoch [28][180/1492] lr: 1.000e-02, eta: 1 day, 11:48:42, time: 1.125, data_time: 0.090, memory: 5812, loss_cls: 6.6289, loss: 6.6289, grad_norm: 4.8296 2020-10-24 00:33:25,028 - mmaction - INFO - Epoch [28][200/1492] lr: 1.000e-02, eta: 1 day, 11:48:16, time: 1.145, data_time: 0.030, memory: 5812, loss_cls: 6.7657, loss: 6.7657, grad_norm: 4.8389 2020-10-24 00:33:48,458 - mmaction - INFO - Epoch [28][220/1492] lr: 1.000e-02, eta: 1 day, 11:47:51, time: 1.174, data_time: 0.108, memory: 5812, loss_cls: 6.5172, loss: 6.5172, grad_norm: 4.7597 2020-10-24 00:34:12,531 - mmaction - INFO - Epoch [28][240/1492] lr: 1.000e-02, eta: 1 day, 11:47:28, time: 1.199, data_time: 0.212, memory: 5812, loss_cls: 6.6924, loss: 6.6924, grad_norm: 4.8381 2020-10-24 00:34:35,469 - mmaction - INFO - Epoch [28][260/1492] lr: 1.000e-02, eta: 1 day, 11:47:03, time: 1.147, data_time: 0.092, memory: 5812, loss_cls: 6.6046, loss: 6.6046, grad_norm: 4.7409 2020-10-24 00:34:58,176 - mmaction - INFO - Epoch [28][280/1492] lr: 1.000e-02, eta: 1 day, 11:46:36, time: 1.136, data_time: 0.131, memory: 5812, loss_cls: 6.7494, loss: 6.7494, grad_norm: 4.7698 2020-10-24 00:35:20,987 - mmaction - INFO - Epoch [28][300/1492] lr: 1.000e-02, eta: 1 day, 11:46:10, time: 1.143, data_time: 0.124, memory: 5812, loss_cls: 6.6401, loss: 6.6401, grad_norm: 4.8562 2020-10-24 00:35:44,381 - mmaction - INFO - Epoch [28][320/1492] lr: 1.000e-02, eta: 1 day, 11:45:46, time: 1.169, data_time: 0.128, memory: 5812, loss_cls: 6.6655, loss: 6.6655, grad_norm: 4.9329 2020-10-24 00:36:08,354 - mmaction - INFO - Epoch [28][340/1492] lr: 1.000e-02, eta: 1 day, 11:45:23, time: 1.198, data_time: 0.184, memory: 5812, loss_cls: 6.6326, loss: 6.6326, grad_norm: 4.8407 2020-10-24 00:36:31,229 - mmaction - INFO - Epoch [28][360/1492] lr: 1.000e-02, eta: 1 day, 11:44:57, time: 1.143, data_time: 0.273, memory: 5812, loss_cls: 6.7162, loss: 6.7162, grad_norm: 4.8483 2020-10-24 00:36:54,686 - mmaction - INFO - Epoch [28][380/1492] lr: 1.000e-02, eta: 1 day, 11:44:32, time: 1.171, data_time: 0.329, memory: 5812, loss_cls: 6.6796, loss: 6.6796, grad_norm: 4.8528 2020-10-24 00:37:17,165 - mmaction - INFO - Epoch [28][400/1492] lr: 1.000e-02, eta: 1 day, 11:44:05, time: 1.126, data_time: 0.161, memory: 5812, loss_cls: 6.4902, loss: 6.4902, grad_norm: 4.7375 2020-10-24 00:37:40,518 - mmaction - INFO - Epoch [28][420/1492] lr: 1.000e-02, eta: 1 day, 11:43:40, time: 1.162, data_time: 0.412, memory: 5812, loss_cls: 6.6604, loss: 6.6604, grad_norm: 4.8784 2020-10-24 00:38:03,895 - mmaction - INFO - Epoch [28][440/1492] lr: 1.000e-02, eta: 1 day, 11:43:16, time: 1.172, data_time: 0.483, memory: 5812, loss_cls: 6.6070, loss: 6.6070, grad_norm: 4.7819 2020-10-24 00:38:27,535 - mmaction - INFO - Epoch [28][460/1492] lr: 1.000e-02, eta: 1 day, 11:42:52, time: 1.183, data_time: 0.300, memory: 5812, loss_cls: 6.6447, loss: 6.6447, grad_norm: 4.8666 2020-10-24 00:38:50,299 - mmaction - INFO - Epoch [28][480/1492] lr: 1.000e-02, eta: 1 day, 11:42:26, time: 1.139, data_time: 0.225, memory: 5812, loss_cls: 6.6952, loss: 6.6952, grad_norm: 4.8910 2020-10-24 00:39:14,017 - mmaction - INFO - Epoch [28][500/1492] lr: 1.000e-02, eta: 1 day, 11:42:02, time: 1.181, data_time: 0.350, memory: 5812, loss_cls: 6.6243, loss: 6.6243, grad_norm: 4.8760 2020-10-24 00:39:36,460 - mmaction - INFO - Epoch [28][520/1492] lr: 1.000e-02, eta: 1 day, 11:41:35, time: 1.128, data_time: 0.062, memory: 5812, loss_cls: 6.6365, loss: 6.6365, grad_norm: 4.7514 2020-10-24 00:39:58,855 - mmaction - INFO - Epoch [28][540/1492] lr: 1.000e-02, eta: 1 day, 11:41:08, time: 1.118, data_time: 0.002, memory: 5812, loss_cls: 6.6991, loss: 6.6991, grad_norm: 4.8583 2020-10-24 00:40:20,944 - mmaction - INFO - Epoch [28][560/1492] lr: 1.000e-02, eta: 1 day, 11:40:40, time: 1.106, data_time: 0.005, memory: 5812, loss_cls: 6.6957, loss: 6.6957, grad_norm: 4.8633 2020-10-24 00:40:43,586 - mmaction - INFO - Epoch [28][580/1492] lr: 1.000e-02, eta: 1 day, 11:40:13, time: 1.131, data_time: 0.006, memory: 5812, loss_cls: 6.6299, loss: 6.6299, grad_norm: 4.8220 2020-10-24 00:41:05,674 - mmaction - INFO - Epoch [28][600/1492] lr: 1.000e-02, eta: 1 day, 11:39:45, time: 1.103, data_time: 0.004, memory: 5812, loss_cls: 6.7100, loss: 6.7100, grad_norm: 4.9185 2020-10-24 00:41:27,599 - mmaction - INFO - Epoch [28][620/1492] lr: 1.000e-02, eta: 1 day, 11:39:17, time: 1.100, data_time: 0.006, memory: 5812, loss_cls: 6.5734, loss: 6.5734, grad_norm: 4.8380 2020-10-24 00:41:50,143 - mmaction - INFO - Epoch [28][640/1492] lr: 1.000e-02, eta: 1 day, 11:38:50, time: 1.118, data_time: 0.011, memory: 5812, loss_cls: 6.6576, loss: 6.6576, grad_norm: 4.8362 2020-10-24 00:42:12,293 - mmaction - INFO - Epoch [28][660/1492] lr: 1.000e-02, eta: 1 day, 11:38:22, time: 1.116, data_time: 0.074, memory: 5812, loss_cls: 6.6557, loss: 6.6557, grad_norm: 4.9195 2020-10-24 00:42:35,040 - mmaction - INFO - Epoch [28][680/1492] lr: 1.000e-02, eta: 1 day, 11:37:56, time: 1.138, data_time: 0.155, memory: 5812, loss_cls: 6.6465, loss: 6.6465, grad_norm: 4.9470 2020-10-24 00:42:57,582 - mmaction - INFO - Epoch [28][700/1492] lr: 1.000e-02, eta: 1 day, 11:37:29, time: 1.123, data_time: 0.501, memory: 5812, loss_cls: 6.6973, loss: 6.6973, grad_norm: 4.8665 2020-10-24 00:43:20,174 - mmaction - INFO - Epoch [28][720/1492] lr: 1.000e-02, eta: 1 day, 11:37:03, time: 1.129, data_time: 0.531, memory: 5812, loss_cls: 6.5959, loss: 6.5959, grad_norm: 4.7524 2020-10-24 00:43:42,510 - mmaction - INFO - Epoch [28][740/1492] lr: 1.000e-02, eta: 1 day, 11:36:35, time: 1.119, data_time: 0.516, memory: 5812, loss_cls: 6.7148, loss: 6.7148, grad_norm: 4.8288 2020-10-24 00:44:05,351 - mmaction - INFO - Epoch [28][760/1492] lr: 1.000e-02, eta: 1 day, 11:36:10, time: 1.144, data_time: 0.543, memory: 5812, loss_cls: 6.7352, loss: 6.7352, grad_norm: 4.8166 2020-10-24 00:44:27,829 - mmaction - INFO - Epoch [28][780/1492] lr: 1.000e-02, eta: 1 day, 11:35:43, time: 1.124, data_time: 0.498, memory: 5812, loss_cls: 6.6257, loss: 6.6257, grad_norm: 4.8361 2020-10-24 00:44:49,855 - mmaction - INFO - Epoch [28][800/1492] lr: 1.000e-02, eta: 1 day, 11:35:14, time: 1.097, data_time: 0.506, memory: 5812, loss_cls: 6.5862, loss: 6.5862, grad_norm: 4.7661 2020-10-24 00:45:11,897 - mmaction - INFO - Epoch [28][820/1492] lr: 1.000e-02, eta: 1 day, 11:34:46, time: 1.106, data_time: 0.510, memory: 5812, loss_cls: 6.8273, loss: 6.8273, grad_norm: 4.9592 2020-10-24 00:45:34,743 - mmaction - INFO - Epoch [28][840/1492] lr: 1.000e-02, eta: 1 day, 11:34:20, time: 1.142, data_time: 0.517, memory: 5812, loss_cls: 6.6675, loss: 6.6675, grad_norm: 4.7627 2020-10-24 00:45:56,929 - mmaction - INFO - Epoch [28][860/1492] lr: 1.000e-02, eta: 1 day, 11:33:53, time: 1.108, data_time: 0.504, memory: 5812, loss_cls: 6.6488, loss: 6.6488, grad_norm: 4.8746 2020-10-24 00:46:18,621 - mmaction - INFO - Epoch [28][880/1492] lr: 1.000e-02, eta: 1 day, 11:33:24, time: 1.086, data_time: 0.478, memory: 5812, loss_cls: 6.6966, loss: 6.6966, grad_norm: 4.7825 2020-10-24 00:46:40,712 - mmaction - INFO - Epoch [28][900/1492] lr: 1.000e-02, eta: 1 day, 11:32:56, time: 1.105, data_time: 0.524, memory: 5812, loss_cls: 6.5782, loss: 6.5782, grad_norm: 4.8394 2020-10-24 00:47:02,413 - mmaction - INFO - Epoch [28][920/1492] lr: 1.000e-02, eta: 1 day, 11:32:27, time: 1.085, data_time: 0.486, memory: 5812, loss_cls: 6.7974, loss: 6.7974, grad_norm: 4.8849 2020-10-24 00:47:25,025 - mmaction - INFO - Epoch [28][940/1492] lr: 1.000e-02, eta: 1 day, 11:32:00, time: 1.127, data_time: 0.515, memory: 5812, loss_cls: 6.7965, loss: 6.7965, grad_norm: 4.8631 2020-10-24 00:47:47,022 - mmaction - INFO - Epoch [28][960/1492] lr: 1.000e-02, eta: 1 day, 11:31:32, time: 1.102, data_time: 0.506, memory: 5812, loss_cls: 6.7390, loss: 6.7390, grad_norm: 4.7643 2020-10-24 00:48:09,318 - mmaction - INFO - Epoch [28][980/1492] lr: 1.000e-02, eta: 1 day, 11:31:05, time: 1.115, data_time: 0.506, memory: 5812, loss_cls: 6.6381, loss: 6.6381, grad_norm: 4.7845 2020-10-24 00:48:32,013 - mmaction - INFO - Epoch [28][1000/1492] lr: 1.000e-02, eta: 1 day, 11:30:39, time: 1.136, data_time: 0.527, memory: 5812, loss_cls: 6.5721, loss: 6.5721, grad_norm: 4.7448 2020-10-24 00:48:54,244 - mmaction - INFO - Epoch [28][1020/1492] lr: 1.000e-02, eta: 1 day, 11:30:11, time: 1.113, data_time: 0.529, memory: 5812, loss_cls: 6.7065, loss: 6.7065, grad_norm: 4.8203 2020-10-24 00:49:16,793 - mmaction - INFO - Epoch [28][1040/1492] lr: 1.000e-02, eta: 1 day, 11:29:45, time: 1.127, data_time: 0.521, memory: 5812, loss_cls: 6.6124, loss: 6.6124, grad_norm: 4.7848 2020-10-24 00:49:39,251 - mmaction - INFO - Epoch [28][1060/1492] lr: 1.000e-02, eta: 1 day, 11:29:17, time: 1.120, data_time: 0.522, memory: 5812, loss_cls: 6.5652, loss: 6.5652, grad_norm: 4.7116 2020-10-24 00:50:01,634 - mmaction - INFO - Epoch [28][1080/1492] lr: 1.000e-02, eta: 1 day, 11:28:51, time: 1.122, data_time: 0.532, memory: 5812, loss_cls: 6.5480, loss: 6.5480, grad_norm: 4.8013 2020-10-24 00:50:24,045 - mmaction - INFO - Epoch [28][1100/1492] lr: 1.000e-02, eta: 1 day, 11:28:23, time: 1.115, data_time: 0.501, memory: 5812, loss_cls: 6.6309, loss: 6.6309, grad_norm: 4.7828 2020-10-24 00:50:46,016 - mmaction - INFO - Epoch [28][1120/1492] lr: 1.000e-02, eta: 1 day, 11:27:55, time: 1.094, data_time: 0.499, memory: 5812, loss_cls: 6.7478, loss: 6.7478, grad_norm: 4.7161 2020-10-24 00:51:08,027 - mmaction - INFO - Epoch [28][1140/1492] lr: 1.000e-02, eta: 1 day, 11:27:27, time: 1.109, data_time: 0.501, memory: 5812, loss_cls: 6.7849, loss: 6.7849, grad_norm: 4.7814 2020-10-24 00:51:30,403 - mmaction - INFO - Epoch [28][1160/1492] lr: 1.000e-02, eta: 1 day, 11:27:00, time: 1.113, data_time: 0.519, memory: 5812, loss_cls: 6.8049, loss: 6.8049, grad_norm: 4.7715 2020-10-24 00:51:53,059 - mmaction - INFO - Epoch [28][1180/1492] lr: 1.000e-02, eta: 1 day, 11:26:34, time: 1.137, data_time: 0.552, memory: 5812, loss_cls: 6.7104, loss: 6.7104, grad_norm: 4.8821 2020-10-24 00:52:15,056 - mmaction - INFO - Epoch [28][1200/1492] lr: 1.000e-02, eta: 1 day, 11:26:06, time: 1.104, data_time: 0.495, memory: 5812, loss_cls: 6.7464, loss: 6.7464, grad_norm: 4.8832 2020-10-24 00:52:38,331 - mmaction - INFO - Epoch [28][1220/1492] lr: 1.000e-02, eta: 1 day, 11:25:41, time: 1.160, data_time: 0.568, memory: 5812, loss_cls: 6.6272, loss: 6.6272, grad_norm: 4.8246 2020-10-24 00:53:00,965 - mmaction - INFO - Epoch [28][1240/1492] lr: 1.000e-02, eta: 1 day, 11:25:15, time: 1.134, data_time: 0.552, memory: 5812, loss_cls: 6.7348, loss: 6.7348, grad_norm: 4.8987 2020-10-24 00:53:23,241 - mmaction - INFO - Epoch [28][1260/1492] lr: 1.000e-02, eta: 1 day, 11:24:47, time: 1.115, data_time: 0.509, memory: 5812, loss_cls: 6.7284, loss: 6.7284, grad_norm: 4.8248 2020-10-24 00:53:45,451 - mmaction - INFO - Epoch [28][1280/1492] lr: 1.000e-02, eta: 1 day, 11:24:19, time: 1.104, data_time: 0.538, memory: 5812, loss_cls: 6.7104, loss: 6.7104, grad_norm: 4.8275 2020-10-24 00:54:07,155 - mmaction - INFO - Epoch [28][1300/1492] lr: 1.000e-02, eta: 1 day, 11:23:51, time: 1.092, data_time: 0.499, memory: 5812, loss_cls: 6.7293, loss: 6.7293, grad_norm: 4.8243 2020-10-24 00:54:28,945 - mmaction - INFO - Epoch [28][1320/1492] lr: 1.000e-02, eta: 1 day, 11:23:22, time: 1.090, data_time: 0.485, memory: 5812, loss_cls: 6.5739, loss: 6.5739, grad_norm: 4.6287 2020-10-24 00:54:51,760 - mmaction - INFO - Epoch [28][1340/1492] lr: 1.000e-02, eta: 1 day, 11:22:56, time: 1.138, data_time: 0.533, memory: 5812, loss_cls: 6.7286, loss: 6.7286, grad_norm: 4.7599 2020-10-24 00:55:13,429 - mmaction - INFO - Epoch [28][1360/1492] lr: 1.000e-02, eta: 1 day, 11:22:27, time: 1.080, data_time: 0.472, memory: 5812, loss_cls: 6.7664, loss: 6.7664, grad_norm: 4.7506 2020-10-24 00:55:36,683 - mmaction - INFO - Epoch [28][1380/1492] lr: 1.000e-02, eta: 1 day, 11:22:02, time: 1.163, data_time: 0.550, memory: 5812, loss_cls: 6.7861, loss: 6.7861, grad_norm: 4.8250 2020-10-24 00:55:58,067 - mmaction - INFO - Epoch [28][1400/1492] lr: 1.000e-02, eta: 1 day, 11:21:33, time: 1.075, data_time: 0.470, memory: 5812, loss_cls: 6.7123, loss: 6.7123, grad_norm: 4.7085 2020-10-24 00:56:19,836 - mmaction - INFO - Epoch [28][1420/1492] lr: 1.000e-02, eta: 1 day, 11:21:05, time: 1.089, data_time: 0.501, memory: 5812, loss_cls: 6.7587, loss: 6.7587, grad_norm: 4.8283 2020-10-24 00:56:42,047 - mmaction - INFO - Epoch [28][1440/1492] lr: 1.000e-02, eta: 1 day, 11:20:37, time: 1.099, data_time: 0.487, memory: 5812, loss_cls: 6.9276, loss: 6.9276, grad_norm: 4.9494 2020-10-24 00:57:04,082 - mmaction - INFO - Epoch [28][1460/1492] lr: 1.000e-02, eta: 1 day, 11:20:09, time: 1.108, data_time: 0.522, memory: 5812, loss_cls: 6.7416, loss: 6.7416, grad_norm: 4.7889 2020-10-24 00:57:26,175 - mmaction - INFO - Epoch [28][1480/1492] lr: 1.000e-02, eta: 1 day, 11:19:41, time: 1.106, data_time: 0.506, memory: 5812, loss_cls: 6.4868, loss: 6.4868, grad_norm: 4.7062 2020-10-24 00:58:28,149 - mmaction - INFO - Epoch [29][20/1492] lr: 1.000e-02, eta: 1 day, 11:19:26, time: 2.327, data_time: 1.461, memory: 5812, loss_cls: 6.7106, loss: 6.7106, grad_norm: 4.7734 2020-10-24 00:58:51,132 - mmaction - INFO - Epoch [29][40/1492] lr: 1.000e-02, eta: 1 day, 11:19:00, time: 1.150, data_time: 0.078, memory: 5812, loss_cls: 6.6021, loss: 6.6021, grad_norm: 4.7622 2020-10-24 00:59:14,698 - mmaction - INFO - Epoch [29][60/1492] lr: 1.000e-02, eta: 1 day, 11:18:36, time: 1.178, data_time: 0.091, memory: 5812, loss_cls: 6.6643, loss: 6.6643, grad_norm: 4.7377 2020-10-24 00:59:38,287 - mmaction - INFO - Epoch [29][80/1492] lr: 1.000e-02, eta: 1 day, 11:18:12, time: 1.177, data_time: 0.081, memory: 5812, loss_cls: 6.6266, loss: 6.6266, grad_norm: 4.7636 2020-10-24 01:00:00,841 - mmaction - INFO - Epoch [29][100/1492] lr: 1.000e-02, eta: 1 day, 11:17:45, time: 1.123, data_time: 0.008, memory: 5812, loss_cls: 6.5418, loss: 6.5418, grad_norm: 4.7925 2020-10-24 01:00:23,723 - mmaction - INFO - Epoch [29][120/1492] lr: 1.000e-02, eta: 1 day, 11:17:20, time: 1.152, data_time: 0.009, memory: 5812, loss_cls: 6.6461, loss: 6.6461, grad_norm: 4.8267 2020-10-24 01:00:46,054 - mmaction - INFO - Epoch [29][140/1492] lr: 1.000e-02, eta: 1 day, 11:16:53, time: 1.116, data_time: 0.001, memory: 5812, loss_cls: 6.6085, loss: 6.6085, grad_norm: 4.8037 2020-10-24 01:01:07,958 - mmaction - INFO - Epoch [29][160/1492] lr: 1.000e-02, eta: 1 day, 11:16:24, time: 1.090, data_time: 0.003, memory: 5812, loss_cls: 6.6159, loss: 6.6159, grad_norm: 4.8711 2020-10-24 01:01:30,244 - mmaction - INFO - Epoch [29][180/1492] lr: 1.000e-02, eta: 1 day, 11:15:57, time: 1.118, data_time: 0.008, memory: 5812, loss_cls: 6.5932, loss: 6.5932, grad_norm: 4.8106 2020-10-24 01:01:52,575 - mmaction - INFO - Epoch [29][200/1492] lr: 1.000e-02, eta: 1 day, 11:15:30, time: 1.116, data_time: 0.003, memory: 5812, loss_cls: 6.5993, loss: 6.5993, grad_norm: 4.7677 2020-10-24 01:02:14,662 - mmaction - INFO - Epoch [29][220/1492] lr: 1.000e-02, eta: 1 day, 11:15:03, time: 1.106, data_time: 0.003, memory: 5812, loss_cls: 6.6938, loss: 6.6938, grad_norm: 4.8544 2020-10-24 01:02:36,144 - mmaction - INFO - Epoch [29][240/1492] lr: 1.000e-02, eta: 1 day, 11:14:33, time: 1.074, data_time: 0.003, memory: 5812, loss_cls: 6.7623, loss: 6.7623, grad_norm: 4.8416 2020-10-24 01:02:58,221 - mmaction - INFO - Epoch [29][260/1492] lr: 1.000e-02, eta: 1 day, 11:14:05, time: 1.101, data_time: 0.001, memory: 5812, loss_cls: 6.4949, loss: 6.4949, grad_norm: 4.7537 2020-10-24 01:03:19,882 - mmaction - INFO - Epoch [29][280/1492] lr: 1.000e-02, eta: 1 day, 11:13:37, time: 1.086, data_time: 0.007, memory: 5812, loss_cls: 6.5831, loss: 6.5831, grad_norm: 4.8292 2020-10-24 01:03:42,209 - mmaction - INFO - Epoch [29][300/1492] lr: 1.000e-02, eta: 1 day, 11:13:10, time: 1.115, data_time: 0.006, memory: 5812, loss_cls: 6.6297, loss: 6.6297, grad_norm: 4.8301 2020-10-24 01:04:04,211 - mmaction - INFO - Epoch [29][320/1492] lr: 1.000e-02, eta: 1 day, 11:12:42, time: 1.101, data_time: 0.003, memory: 5812, loss_cls: 6.8280, loss: 6.8280, grad_norm: 4.8556 2020-10-24 01:04:25,934 - mmaction - INFO - Epoch [29][340/1492] lr: 1.000e-02, eta: 1 day, 11:12:13, time: 1.077, data_time: 0.001, memory: 5812, loss_cls: 6.6277, loss: 6.6277, grad_norm: 4.7430 2020-10-24 01:04:47,331 - mmaction - INFO - Epoch [29][360/1492] lr: 1.000e-02, eta: 1 day, 11:11:44, time: 1.079, data_time: 0.012, memory: 5812, loss_cls: 6.7305, loss: 6.7305, grad_norm: 4.8613 2020-10-24 01:05:09,361 - mmaction - INFO - Epoch [29][380/1492] lr: 1.000e-02, eta: 1 day, 11:11:16, time: 1.101, data_time: 0.005, memory: 5812, loss_cls: 6.7296, loss: 6.7296, grad_norm: 4.8185 2020-10-24 01:05:31,518 - mmaction - INFO - Epoch [29][400/1492] lr: 1.000e-02, eta: 1 day, 11:10:48, time: 1.109, data_time: 0.003, memory: 5812, loss_cls: 6.8055, loss: 6.8055, grad_norm: 4.9198 2020-10-24 01:05:53,206 - mmaction - INFO - Epoch [29][420/1492] lr: 1.000e-02, eta: 1 day, 11:10:19, time: 1.074, data_time: 0.000, memory: 5812, loss_cls: 6.6725, loss: 6.6725, grad_norm: 4.8805 2020-10-24 01:06:15,220 - mmaction - INFO - Epoch [29][440/1492] lr: 1.000e-02, eta: 1 day, 11:09:52, time: 1.109, data_time: 0.012, memory: 5812, loss_cls: 6.6529, loss: 6.6529, grad_norm: 4.8450 2020-10-24 01:06:37,437 - mmaction - INFO - Epoch [29][460/1492] lr: 1.000e-02, eta: 1 day, 11:09:24, time: 1.110, data_time: 0.004, memory: 5812, loss_cls: 6.6305, loss: 6.6305, grad_norm: 4.8087 2020-10-24 01:06:59,639 - mmaction - INFO - Epoch [29][480/1492] lr: 1.000e-02, eta: 1 day, 11:08:57, time: 1.108, data_time: 0.005, memory: 5812, loss_cls: 6.6201, loss: 6.6201, grad_norm: 4.7456 2020-10-24 01:07:21,330 - mmaction - INFO - Epoch [29][500/1492] lr: 1.000e-02, eta: 1 day, 11:08:28, time: 1.086, data_time: 0.008, memory: 5812, loss_cls: 6.6252, loss: 6.6252, grad_norm: 4.8472 2020-10-24 01:07:43,954 - mmaction - INFO - Epoch [29][520/1492] lr: 1.000e-02, eta: 1 day, 11:08:02, time: 1.127, data_time: 0.008, memory: 5812, loss_cls: 6.6363, loss: 6.6363, grad_norm: 4.7990 2020-10-24 01:08:05,653 - mmaction - INFO - Epoch [29][540/1492] lr: 1.000e-02, eta: 1 day, 11:07:33, time: 1.090, data_time: 0.008, memory: 5812, loss_cls: 6.7004, loss: 6.7004, grad_norm: 4.8655 2020-10-24 01:08:27,891 - mmaction - INFO - Epoch [29][560/1492] lr: 1.000e-02, eta: 1 day, 11:07:06, time: 1.110, data_time: 0.003, memory: 5812, loss_cls: 6.6896, loss: 6.6896, grad_norm: 4.7986 2020-10-24 01:08:50,055 - mmaction - INFO - Epoch [29][580/1492] lr: 1.000e-02, eta: 1 day, 11:06:39, time: 1.111, data_time: 0.007, memory: 5812, loss_cls: 6.7453, loss: 6.7453, grad_norm: 4.8660 2020-10-24 01:09:12,267 - mmaction - INFO - Epoch [29][600/1492] lr: 1.000e-02, eta: 1 day, 11:06:12, time: 1.112, data_time: 0.003, memory: 5812, loss_cls: 6.6615, loss: 6.6615, grad_norm: 4.8450 2020-10-24 01:09:33,963 - mmaction - INFO - Epoch [29][620/1492] lr: 1.000e-02, eta: 1 day, 11:05:43, time: 1.081, data_time: 0.002, memory: 5812, loss_cls: 6.6225, loss: 6.6225, grad_norm: 4.7264 2020-10-24 01:09:56,043 - mmaction - INFO - Epoch [29][640/1492] lr: 1.000e-02, eta: 1 day, 11:05:15, time: 1.101, data_time: 0.006, memory: 5812, loss_cls: 6.6420, loss: 6.6420, grad_norm: 4.7769 2020-10-24 01:10:18,207 - mmaction - INFO - Epoch [29][660/1492] lr: 1.000e-02, eta: 1 day, 11:04:48, time: 1.111, data_time: 0.009, memory: 5812, loss_cls: 6.7659, loss: 6.7659, grad_norm: 4.8643 2020-10-24 01:10:39,917 - mmaction - INFO - Epoch [29][680/1492] lr: 1.000e-02, eta: 1 day, 11:04:19, time: 1.089, data_time: 0.006, memory: 5812, loss_cls: 6.6477, loss: 6.6477, grad_norm: 4.8155 2020-10-24 01:11:01,713 - mmaction - INFO - Epoch [29][700/1492] lr: 1.000e-02, eta: 1 day, 11:03:51, time: 1.088, data_time: 0.001, memory: 5812, loss_cls: 6.6707, loss: 6.6707, grad_norm: 4.9112 2020-10-24 01:11:24,198 - mmaction - INFO - Epoch [29][720/1492] lr: 1.000e-02, eta: 1 day, 11:03:24, time: 1.124, data_time: 0.003, memory: 5812, loss_cls: 6.6637, loss: 6.6637, grad_norm: 4.8345 2020-10-24 01:11:45,141 - mmaction - INFO - Epoch [29][740/1492] lr: 1.000e-02, eta: 1 day, 11:02:54, time: 1.046, data_time: 0.005, memory: 5812, loss_cls: 6.6251, loss: 6.6251, grad_norm: 4.8536 2020-10-24 01:12:06,678 - mmaction - INFO - Epoch [29][760/1492] lr: 1.000e-02, eta: 1 day, 11:02:25, time: 1.078, data_time: 0.003, memory: 5812, loss_cls: 6.5875, loss: 6.5875, grad_norm: 4.8510 2020-10-24 01:12:28,446 - mmaction - INFO - Epoch [29][780/1492] lr: 1.000e-02, eta: 1 day, 11:01:56, time: 1.086, data_time: 0.004, memory: 5812, loss_cls: 6.6665, loss: 6.6665, grad_norm: 4.7553 2020-10-24 01:12:51,335 - mmaction - INFO - Epoch [29][800/1492] lr: 1.000e-02, eta: 1 day, 11:01:31, time: 1.145, data_time: 0.006, memory: 5812, loss_cls: 6.6321, loss: 6.6321, grad_norm: 4.7158 2020-10-24 01:13:13,121 - mmaction - INFO - Epoch [29][820/1492] lr: 1.000e-02, eta: 1 day, 11:01:03, time: 1.091, data_time: 0.004, memory: 5812, loss_cls: 6.6069, loss: 6.6069, grad_norm: 4.8517 2020-10-24 01:13:35,453 - mmaction - INFO - Epoch [29][840/1492] lr: 1.000e-02, eta: 1 day, 11:00:35, time: 1.109, data_time: 0.003, memory: 5812, loss_cls: 6.5852, loss: 6.5852, grad_norm: 4.7820 2020-10-24 01:13:57,700 - mmaction - INFO - Epoch [29][860/1492] lr: 1.000e-02, eta: 1 day, 11:00:09, time: 1.122, data_time: 0.012, memory: 5812, loss_cls: 6.5272, loss: 6.5272, grad_norm: 4.8461 2020-10-24 01:14:19,165 - mmaction - INFO - Epoch [29][880/1492] lr: 1.000e-02, eta: 1 day, 10:59:39, time: 1.065, data_time: 0.005, memory: 5812, loss_cls: 6.6664, loss: 6.6664, grad_norm: 4.7738 2020-10-24 01:14:41,039 - mmaction - INFO - Epoch [29][900/1492] lr: 1.000e-02, eta: 1 day, 10:59:11, time: 1.099, data_time: 0.010, memory: 5812, loss_cls: 6.7285, loss: 6.7285, grad_norm: 4.8547 2020-10-24 01:15:03,077 - mmaction - INFO - Epoch [29][920/1492] lr: 1.000e-02, eta: 1 day, 10:58:44, time: 1.100, data_time: 0.005, memory: 5812, loss_cls: 6.6956, loss: 6.6956, grad_norm: 4.8462 2020-10-24 01:15:24,378 - mmaction - INFO - Epoch [29][940/1492] lr: 1.000e-02, eta: 1 day, 10:58:14, time: 1.069, data_time: 0.007, memory: 5812, loss_cls: 6.7115, loss: 6.7115, grad_norm: 4.8621 2020-10-24 01:15:46,066 - mmaction - INFO - Epoch [29][960/1492] lr: 1.000e-02, eta: 1 day, 10:57:46, time: 1.083, data_time: 0.004, memory: 5812, loss_cls: 6.7159, loss: 6.7159, grad_norm: 4.7666 2020-10-24 01:16:08,342 - mmaction - INFO - Epoch [29][980/1492] lr: 1.000e-02, eta: 1 day, 10:57:18, time: 1.111, data_time: 0.005, memory: 5812, loss_cls: 6.6040, loss: 6.6040, grad_norm: 4.7462 2020-10-24 01:16:29,807 - mmaction - INFO - Epoch [29][1000/1492] lr: 1.000e-02, eta: 1 day, 10:56:49, time: 1.070, data_time: 0.008, memory: 5812, loss_cls: 6.5618, loss: 6.5618, grad_norm: 4.7279 2020-10-24 01:16:52,110 - mmaction - INFO - Epoch [29][1020/1492] lr: 1.000e-02, eta: 1 day, 10:56:23, time: 1.121, data_time: 0.010, memory: 5812, loss_cls: 6.6707, loss: 6.6707, grad_norm: 4.7510 2020-10-24 01:17:14,159 - mmaction - INFO - Epoch [29][1040/1492] lr: 1.000e-02, eta: 1 day, 10:55:55, time: 1.104, data_time: 0.005, memory: 5812, loss_cls: 6.7427, loss: 6.7427, grad_norm: 4.7964 2020-10-24 01:17:35,708 - mmaction - INFO - Epoch [29][1060/1492] lr: 1.000e-02, eta: 1 day, 10:55:26, time: 1.073, data_time: 0.001, memory: 5812, loss_cls: 6.7028, loss: 6.7028, grad_norm: 4.8282 2020-10-24 01:17:57,671 - mmaction - INFO - Epoch [29][1080/1492] lr: 1.000e-02, eta: 1 day, 10:54:58, time: 1.101, data_time: 0.007, memory: 5812, loss_cls: 6.6566, loss: 6.6566, grad_norm: 4.8733 2020-10-24 01:18:19,796 - mmaction - INFO - Epoch [29][1100/1492] lr: 1.000e-02, eta: 1 day, 10:54:31, time: 1.108, data_time: 0.007, memory: 5812, loss_cls: 6.6227, loss: 6.6227, grad_norm: 4.8326 2020-10-24 01:18:42,198 - mmaction - INFO - Epoch [29][1120/1492] lr: 1.000e-02, eta: 1 day, 10:54:04, time: 1.111, data_time: 0.003, memory: 5812, loss_cls: 6.6558, loss: 6.6558, grad_norm: 4.7700 2020-10-24 01:19:04,287 - mmaction - INFO - Epoch [29][1140/1492] lr: 1.000e-02, eta: 1 day, 10:53:37, time: 1.109, data_time: 0.011, memory: 5812, loss_cls: 6.7586, loss: 6.7586, grad_norm: 4.8169 2020-10-24 01:19:25,792 - mmaction - INFO - Epoch [29][1160/1492] lr: 1.000e-02, eta: 1 day, 10:53:08, time: 1.072, data_time: 0.005, memory: 5812, loss_cls: 6.5224, loss: 6.5224, grad_norm: 4.8305 2020-10-24 01:19:48,740 - mmaction - INFO - Epoch [29][1180/1492] lr: 1.000e-02, eta: 1 day, 10:52:42, time: 1.147, data_time: 0.010, memory: 5812, loss_cls: 6.7130, loss: 6.7130, grad_norm: 4.7784 2020-10-24 01:20:10,687 - mmaction - INFO - Epoch [29][1200/1492] lr: 1.000e-02, eta: 1 day, 10:52:15, time: 1.103, data_time: 0.011, memory: 5812, loss_cls: 6.6896, loss: 6.6896, grad_norm: 4.8225 2020-10-24 01:20:32,379 - mmaction - INFO - Epoch [29][1220/1492] lr: 1.000e-02, eta: 1 day, 10:51:46, time: 1.086, data_time: 0.002, memory: 5812, loss_cls: 6.5792, loss: 6.5792, grad_norm: 4.8556 2020-10-24 01:20:54,132 - mmaction - INFO - Epoch [29][1240/1492] lr: 1.000e-02, eta: 1 day, 10:51:18, time: 1.086, data_time: 0.003, memory: 5812, loss_cls: 6.5827, loss: 6.5827, grad_norm: 4.7538 2020-10-24 01:21:16,551 - mmaction - INFO - Epoch [29][1260/1492] lr: 1.000e-02, eta: 1 day, 10:50:51, time: 1.122, data_time: 0.004, memory: 5812, loss_cls: 6.6998, loss: 6.6998, grad_norm: 4.8644 2020-10-24 01:21:38,627 - mmaction - INFO - Epoch [29][1280/1492] lr: 1.000e-02, eta: 1 day, 10:50:24, time: 1.100, data_time: 0.003, memory: 5812, loss_cls: 6.7508, loss: 6.7508, grad_norm: 4.8232 2020-10-24 01:22:00,870 - mmaction - INFO - Epoch [29][1300/1492] lr: 1.000e-02, eta: 1 day, 10:49:57, time: 1.113, data_time: 0.008, memory: 5812, loss_cls: 6.5674, loss: 6.5674, grad_norm: 4.8057 2020-10-24 01:22:23,052 - mmaction - INFO - Epoch [29][1320/1492] lr: 1.000e-02, eta: 1 day, 10:49:30, time: 1.114, data_time: 0.007, memory: 5812, loss_cls: 6.7029, loss: 6.7029, grad_norm: 4.8654 2020-10-24 01:22:44,537 - mmaction - INFO - Epoch [29][1340/1492] lr: 1.000e-02, eta: 1 day, 10:49:00, time: 1.067, data_time: 0.031, memory: 5812, loss_cls: 6.6951, loss: 6.6951, grad_norm: 4.7711 2020-10-24 01:23:06,521 - mmaction - INFO - Epoch [29][1360/1492] lr: 1.000e-02, eta: 1 day, 10:48:33, time: 1.106, data_time: 0.010, memory: 5812, loss_cls: 6.7196, loss: 6.7196, grad_norm: 4.8587 2020-10-24 01:23:29,052 - mmaction - INFO - Epoch [29][1380/1492] lr: 1.000e-02, eta: 1 day, 10:48:07, time: 1.124, data_time: 0.003, memory: 5812, loss_cls: 6.6585, loss: 6.6585, grad_norm: 4.8752 2020-10-24 01:23:50,480 - mmaction - INFO - Epoch [29][1400/1492] lr: 1.000e-02, eta: 1 day, 10:47:38, time: 1.071, data_time: 0.004, memory: 5812, loss_cls: 6.7067, loss: 6.7067, grad_norm: 4.8216 2020-10-24 01:24:12,117 - mmaction - INFO - Epoch [29][1420/1492] lr: 1.000e-02, eta: 1 day, 10:47:09, time: 1.084, data_time: 0.004, memory: 5812, loss_cls: 6.7222, loss: 6.7222, grad_norm: 4.8376 2020-10-24 01:24:34,513 - mmaction - INFO - Epoch [29][1440/1492] lr: 1.000e-02, eta: 1 day, 10:46:43, time: 1.120, data_time: 0.015, memory: 5812, loss_cls: 6.6694, loss: 6.6694, grad_norm: 4.8060 2020-10-24 01:24:56,434 - mmaction - INFO - Epoch [29][1460/1492] lr: 1.000e-02, eta: 1 day, 10:46:14, time: 1.091, data_time: 0.002, memory: 5812, loss_cls: 6.6362, loss: 6.6362, grad_norm: 4.7639 2020-10-24 01:25:18,115 - mmaction - INFO - Epoch [29][1480/1492] lr: 1.000e-02, eta: 1 day, 10:45:46, time: 1.089, data_time: 0.009, memory: 5812, loss_cls: 6.7003, loss: 6.7003, grad_norm: 4.7879 2020-10-24 01:26:13,462 - mmaction - INFO - Epoch [30][20/1492] lr: 1.000e-02, eta: 1 day, 10:45:17, time: 2.070, data_time: 1.546, memory: 5812, loss_cls: 6.5621, loss: 6.5621, grad_norm: 4.7610 2020-10-24 01:26:36,447 - mmaction - INFO - Epoch [30][40/1492] lr: 1.000e-02, eta: 1 day, 10:44:52, time: 1.148, data_time: 0.349, memory: 5812, loss_cls: 6.5612, loss: 6.5612, grad_norm: 4.7557 2020-10-24 01:26:58,255 - mmaction - INFO - Epoch [30][60/1492] lr: 1.000e-02, eta: 1 day, 10:44:24, time: 1.090, data_time: 0.216, memory: 5812, loss_cls: 6.5855, loss: 6.5855, grad_norm: 4.7901 2020-10-24 01:27:21,393 - mmaction - INFO - Epoch [30][80/1492] lr: 1.000e-02, eta: 1 day, 10:43:59, time: 1.161, data_time: 0.232, memory: 5812, loss_cls: 6.7044, loss: 6.7044, grad_norm: 4.8160 2020-10-24 01:27:43,083 - mmaction - INFO - Epoch [30][100/1492] lr: 1.000e-02, eta: 1 day, 10:43:31, time: 1.078, data_time: 0.003, memory: 5812, loss_cls: 6.5761, loss: 6.5761, grad_norm: 4.6421 2020-10-24 01:28:04,801 - mmaction - INFO - Epoch [30][120/1492] lr: 1.000e-02, eta: 1 day, 10:43:03, time: 1.090, data_time: 0.010, memory: 5812, loss_cls: 6.6854, loss: 6.6854, grad_norm: 4.8292 2020-10-24 01:28:26,687 - mmaction - INFO - Epoch [30][140/1492] lr: 1.000e-02, eta: 1 day, 10:42:34, time: 1.085, data_time: 0.005, memory: 5812, loss_cls: 6.4343, loss: 6.4343, grad_norm: 4.6963 2020-10-24 01:28:48,451 - mmaction - INFO - Epoch [30][160/1492] lr: 1.000e-02, eta: 1 day, 10:42:07, time: 1.098, data_time: 0.016, memory: 5812, loss_cls: 6.4892, loss: 6.4892, grad_norm: 4.6832 2020-10-24 01:29:09,853 - mmaction - INFO - Epoch [30][180/1492] lr: 1.000e-02, eta: 1 day, 10:41:37, time: 1.066, data_time: 0.005, memory: 5812, loss_cls: 6.5158, loss: 6.5158, grad_norm: 4.7093 2020-10-24 01:29:31,709 - mmaction - INFO - Epoch [30][200/1492] lr: 1.000e-02, eta: 1 day, 10:41:09, time: 1.092, data_time: 0.008, memory: 5812, loss_cls: 6.6205, loss: 6.6205, grad_norm: 4.7708 2020-10-24 01:29:53,407 - mmaction - INFO - Epoch [30][220/1492] lr: 1.000e-02, eta: 1 day, 10:40:41, time: 1.088, data_time: 0.011, memory: 5812, loss_cls: 6.6783, loss: 6.6783, grad_norm: 4.8578 2020-10-24 01:30:15,265 - mmaction - INFO - Epoch [30][240/1492] lr: 1.000e-02, eta: 1 day, 10:40:13, time: 1.093, data_time: 0.005, memory: 5812, loss_cls: 6.5371, loss: 6.5371, grad_norm: 4.8103 2020-10-24 01:30:36,949 - mmaction - INFO - Epoch [30][260/1492] lr: 1.000e-02, eta: 1 day, 10:39:45, time: 1.083, data_time: 0.007, memory: 5812, loss_cls: 6.5459, loss: 6.5459, grad_norm: 4.6802 2020-10-24 01:30:59,188 - mmaction - INFO - Epoch [30][280/1492] lr: 1.000e-02, eta: 1 day, 10:39:18, time: 1.114, data_time: 0.007, memory: 5812, loss_cls: 6.6998, loss: 6.6998, grad_norm: 4.8902 2020-10-24 01:31:21,110 - mmaction - INFO - Epoch [30][300/1492] lr: 1.000e-02, eta: 1 day, 10:38:50, time: 1.086, data_time: 0.005, memory: 5812, loss_cls: 6.6798, loss: 6.6798, grad_norm: 4.7950 2020-10-24 01:31:42,992 - mmaction - INFO - Epoch [30][320/1492] lr: 1.000e-02, eta: 1 day, 10:38:22, time: 1.099, data_time: 0.016, memory: 5812, loss_cls: 6.7530, loss: 6.7530, grad_norm: 4.9491 2020-10-24 01:32:04,975 - mmaction - INFO - Epoch [30][340/1492] lr: 1.000e-02, eta: 1 day, 10:37:55, time: 1.106, data_time: 0.009, memory: 5812, loss_cls: 6.7181, loss: 6.7181, grad_norm: 4.8938 2020-10-24 01:32:25,704 - mmaction - INFO - Epoch [30][360/1492] lr: 1.000e-02, eta: 1 day, 10:37:25, time: 1.036, data_time: 0.004, memory: 5812, loss_cls: 6.5931, loss: 6.5931, grad_norm: 4.8589 2020-10-24 01:32:48,339 - mmaction - INFO - Epoch [30][380/1492] lr: 1.000e-02, eta: 1 day, 10:36:58, time: 1.122, data_time: 0.002, memory: 5812, loss_cls: 6.6079, loss: 6.6079, grad_norm: 4.7348 2020-10-24 01:33:09,911 - mmaction - INFO - Epoch [30][400/1492] lr: 1.000e-02, eta: 1 day, 10:36:30, time: 1.080, data_time: 0.012, memory: 5812, loss_cls: 6.8432, loss: 6.8432, grad_norm: 5.0184 2020-10-24 01:33:31,218 - mmaction - INFO - Epoch [30][420/1492] lr: 1.000e-02, eta: 1 day, 10:36:01, time: 1.074, data_time: 0.010, memory: 5812, loss_cls: 6.5447, loss: 6.5447, grad_norm: 4.8332 2020-10-24 01:33:52,791 - mmaction - INFO - Epoch [30][440/1492] lr: 1.000e-02, eta: 1 day, 10:35:32, time: 1.076, data_time: 0.002, memory: 5812, loss_cls: 6.6528, loss: 6.6528, grad_norm: 4.8009 2020-10-24 01:34:14,539 - mmaction - INFO - Epoch [30][460/1492] lr: 1.000e-02, eta: 1 day, 10:35:04, time: 1.090, data_time: 0.005, memory: 5812, loss_cls: 6.6436, loss: 6.6436, grad_norm: 4.7710 2020-10-24 01:34:36,742 - mmaction - INFO - Epoch [30][480/1492] lr: 1.000e-02, eta: 1 day, 10:34:37, time: 1.109, data_time: 0.003, memory: 5812, loss_cls: 6.5832, loss: 6.5832, grad_norm: 4.8781 2020-10-24 01:34:58,290 - mmaction - INFO - Epoch [30][500/1492] lr: 1.000e-02, eta: 1 day, 10:34:09, time: 1.075, data_time: 0.005, memory: 5812, loss_cls: 6.5775, loss: 6.5775, grad_norm: 4.7840 2020-10-24 01:35:19,938 - mmaction - INFO - Epoch [30][520/1492] lr: 1.000e-02, eta: 1 day, 10:33:40, time: 1.075, data_time: 0.005, memory: 5812, loss_cls: 6.6428, loss: 6.6428, grad_norm: 4.9280 2020-10-24 01:35:42,148 - mmaction - INFO - Epoch [30][540/1492] lr: 1.000e-02, eta: 1 day, 10:33:13, time: 1.121, data_time: 0.013, memory: 5812, loss_cls: 6.7264, loss: 6.7264, grad_norm: 4.8235 2020-10-24 01:36:03,730 - mmaction - INFO - Epoch [30][560/1492] lr: 1.000e-02, eta: 1 day, 10:32:45, time: 1.079, data_time: 0.005, memory: 5812, loss_cls: 6.6212, loss: 6.6212, grad_norm: 4.8676 2020-10-24 01:36:24,859 - mmaction - INFO - Epoch [30][580/1492] lr: 1.000e-02, eta: 1 day, 10:32:15, time: 1.047, data_time: 0.002, memory: 5812, loss_cls: 6.8120, loss: 6.8120, grad_norm: 4.8869 2020-10-24 01:36:46,941 - mmaction - INFO - Epoch [30][600/1492] lr: 1.000e-02, eta: 1 day, 10:31:48, time: 1.107, data_time: 0.013, memory: 5812, loss_cls: 6.5269, loss: 6.5269, grad_norm: 4.7554 2020-10-24 01:37:08,467 - mmaction - INFO - Epoch [30][620/1492] lr: 1.000e-02, eta: 1 day, 10:31:19, time: 1.074, data_time: 0.014, memory: 5812, loss_cls: 6.6759, loss: 6.6759, grad_norm: 4.7854 2020-10-24 01:37:29,708 - mmaction - INFO - Epoch [30][640/1492] lr: 1.000e-02, eta: 1 day, 10:30:50, time: 1.068, data_time: 0.011, memory: 5812, loss_cls: 6.7118, loss: 6.7118, grad_norm: 5.0074 2020-10-24 01:37:51,756 - mmaction - INFO - Epoch [30][660/1492] lr: 1.000e-02, eta: 1 day, 10:30:23, time: 1.105, data_time: 0.006, memory: 5812, loss_cls: 6.6562, loss: 6.6562, grad_norm: 4.8359 2020-10-24 01:38:12,993 - mmaction - INFO - Epoch [30][680/1492] lr: 1.000e-02, eta: 1 day, 10:29:54, time: 1.062, data_time: 0.002, memory: 5812, loss_cls: 6.6311, loss: 6.6311, grad_norm: 4.7756 2020-10-24 01:38:35,239 - mmaction - INFO - Epoch [30][700/1492] lr: 1.000e-02, eta: 1 day, 10:29:27, time: 1.114, data_time: 0.004, memory: 5812, loss_cls: 6.6850, loss: 6.6850, grad_norm: 4.9829 2020-10-24 01:38:56,388 - mmaction - INFO - Epoch [30][720/1492] lr: 1.000e-02, eta: 1 day, 10:28:57, time: 1.054, data_time: 0.001, memory: 5812, loss_cls: 6.6248, loss: 6.6248, grad_norm: 4.8152 2020-10-24 01:39:17,816 - mmaction - INFO - Epoch [30][740/1492] lr: 1.000e-02, eta: 1 day, 10:28:29, time: 1.073, data_time: 0.005, memory: 5812, loss_cls: 6.7018, loss: 6.7018, grad_norm: 4.9001 2020-10-24 01:39:39,622 - mmaction - INFO - Epoch [30][760/1492] lr: 1.000e-02, eta: 1 day, 10:28:01, time: 1.091, data_time: 0.003, memory: 5812, loss_cls: 6.7820, loss: 6.7820, grad_norm: 4.8793 2020-10-24 01:40:01,818 - mmaction - INFO - Epoch [30][780/1492] lr: 1.000e-02, eta: 1 day, 10:27:34, time: 1.107, data_time: 0.005, memory: 5812, loss_cls: 6.6290, loss: 6.6290, grad_norm: 4.7680 2020-10-24 01:40:23,704 - mmaction - INFO - Epoch [30][800/1492] lr: 1.000e-02, eta: 1 day, 10:27:06, time: 1.097, data_time: 0.006, memory: 5812, loss_cls: 6.6193, loss: 6.6193, grad_norm: 4.7916 2020-10-24 01:40:45,167 - mmaction - INFO - Epoch [30][820/1492] lr: 1.000e-02, eta: 1 day, 10:26:37, time: 1.071, data_time: 0.003, memory: 5812, loss_cls: 6.6172, loss: 6.6172, grad_norm: 4.8579 2020-10-24 01:41:06,669 - mmaction - INFO - Epoch [30][840/1492] lr: 1.000e-02, eta: 1 day, 10:26:09, time: 1.073, data_time: 0.007, memory: 5812, loss_cls: 6.7206, loss: 6.7206, grad_norm: 4.8897 2020-10-24 01:41:28,490 - mmaction - INFO - Epoch [30][860/1492] lr: 1.000e-02, eta: 1 day, 10:25:41, time: 1.090, data_time: 0.007, memory: 5812, loss_cls: 6.7813, loss: 6.7813, grad_norm: 4.8286 2020-10-24 01:41:50,340 - mmaction - INFO - Epoch [30][880/1492] lr: 1.000e-02, eta: 1 day, 10:25:13, time: 1.095, data_time: 0.008, memory: 5812, loss_cls: 6.6985, loss: 6.6985, grad_norm: 4.8219 2020-10-24 01:42:11,692 - mmaction - INFO - Epoch [30][900/1492] lr: 1.000e-02, eta: 1 day, 10:24:44, time: 1.072, data_time: 0.007, memory: 5812, loss_cls: 6.7100, loss: 6.7100, grad_norm: 4.8517 2020-10-24 01:42:33,204 - mmaction - INFO - Epoch [30][920/1492] lr: 1.000e-02, eta: 1 day, 10:24:16, time: 1.073, data_time: 0.003, memory: 5812, loss_cls: 6.6927, loss: 6.6927, grad_norm: 4.8174 2020-10-24 01:42:54,418 - mmaction - INFO - Epoch [30][940/1492] lr: 1.000e-02, eta: 1 day, 10:23:47, time: 1.063, data_time: 0.004, memory: 5812, loss_cls: 6.6467, loss: 6.6467, grad_norm: 4.8228 2020-10-24 01:43:15,748 - mmaction - INFO - Epoch [30][960/1492] lr: 1.000e-02, eta: 1 day, 10:23:18, time: 1.066, data_time: 0.002, memory: 5812, loss_cls: 6.6006, loss: 6.6006, grad_norm: 4.8141 2020-10-24 01:43:37,103 - mmaction - INFO - Epoch [30][980/1492] lr: 1.000e-02, eta: 1 day, 10:22:49, time: 1.065, data_time: 0.001, memory: 5812, loss_cls: 6.6565, loss: 6.6565, grad_norm: 4.8022 2020-10-24 01:43:58,616 - mmaction - INFO - Epoch [30][1000/1492] lr: 1.000e-02, eta: 1 day, 10:22:20, time: 1.077, data_time: 0.004, memory: 5812, loss_cls: 6.7175, loss: 6.7175, grad_norm: 4.8702 2020-10-24 01:44:20,510 - mmaction - INFO - Epoch [30][1020/1492] lr: 1.000e-02, eta: 1 day, 10:21:53, time: 1.094, data_time: 0.005, memory: 5812, loss_cls: 6.6029, loss: 6.6029, grad_norm: 4.7292 2020-10-24 01:44:42,531 - mmaction - INFO - Epoch [30][1040/1492] lr: 1.000e-02, eta: 1 day, 10:21:25, time: 1.103, data_time: 0.004, memory: 5812, loss_cls: 6.8353, loss: 6.8353, grad_norm: 4.9514 2020-10-24 01:45:04,057 - mmaction - INFO - Epoch [30][1060/1492] lr: 1.000e-02, eta: 1 day, 10:20:57, time: 1.076, data_time: 0.004, memory: 5812, loss_cls: 6.6334, loss: 6.6334, grad_norm: 4.7821 2020-10-24 01:45:26,223 - mmaction - INFO - Epoch [30][1080/1492] lr: 1.000e-02, eta: 1 day, 10:20:29, time: 1.091, data_time: 0.003, memory: 5812, loss_cls: 6.6849, loss: 6.6849, grad_norm: 4.7700 2020-10-24 01:45:47,841 - mmaction - INFO - Epoch [30][1100/1492] lr: 1.000e-02, eta: 1 day, 10:20:02, time: 1.097, data_time: 0.018, memory: 5812, loss_cls: 6.6428, loss: 6.6428, grad_norm: 4.8520 2020-10-24 01:46:09,951 - mmaction - INFO - Epoch [30][1120/1492] lr: 1.000e-02, eta: 1 day, 10:19:35, time: 1.105, data_time: 0.002, memory: 5812, loss_cls: 6.6159, loss: 6.6159, grad_norm: 4.7530 2020-10-24 01:46:31,135 - mmaction - INFO - Epoch [30][1140/1492] lr: 1.000e-02, eta: 1 day, 10:19:05, time: 1.055, data_time: 0.003, memory: 5812, loss_cls: 6.6279, loss: 6.6279, grad_norm: 4.8082 2020-10-24 01:46:53,206 - mmaction - INFO - Epoch [30][1160/1492] lr: 1.000e-02, eta: 1 day, 10:18:38, time: 1.100, data_time: 0.008, memory: 5812, loss_cls: 6.7742, loss: 6.7742, grad_norm: 4.8178 2020-10-24 01:47:14,797 - mmaction - INFO - Epoch [30][1180/1492] lr: 1.000e-02, eta: 1 day, 10:18:10, time: 1.081, data_time: 0.013, memory: 5812, loss_cls: 6.7276, loss: 6.7276, grad_norm: 4.9197 2020-10-24 01:47:36,404 - mmaction - INFO - Epoch [30][1200/1492] lr: 1.000e-02, eta: 1 day, 10:17:41, time: 1.079, data_time: 0.010, memory: 5812, loss_cls: 6.5151, loss: 6.5151, grad_norm: 4.7292 2020-10-24 01:47:57,745 - mmaction - INFO - Epoch [30][1220/1492] lr: 1.000e-02, eta: 1 day, 10:17:13, time: 1.073, data_time: 0.010, memory: 5812, loss_cls: 6.7637, loss: 6.7637, grad_norm: 4.8067 2020-10-24 01:48:19,266 - mmaction - INFO - Epoch [30][1240/1492] lr: 1.000e-02, eta: 1 day, 10:16:44, time: 1.067, data_time: 0.005, memory: 5812, loss_cls: 6.6005, loss: 6.6005, grad_norm: 4.8115 2020-10-24 01:48:41,283 - mmaction - INFO - Epoch [30][1260/1492] lr: 1.000e-02, eta: 1 day, 10:16:17, time: 1.112, data_time: 0.017, memory: 5812, loss_cls: 6.6442, loss: 6.6442, grad_norm: 4.9015 2020-10-24 01:49:02,745 - mmaction - INFO - Epoch [30][1280/1492] lr: 1.000e-02, eta: 1 day, 10:15:49, time: 1.074, data_time: 0.003, memory: 5812, loss_cls: 6.6598, loss: 6.6598, grad_norm: 4.7658 2020-10-24 01:49:25,003 - mmaction - INFO - Epoch [30][1300/1492] lr: 1.000e-02, eta: 1 day, 10:15:22, time: 1.110, data_time: 0.003, memory: 5812, loss_cls: 6.5286, loss: 6.5286, grad_norm: 4.7274 2020-10-24 01:49:46,715 - mmaction - INFO - Epoch [30][1320/1492] lr: 1.000e-02, eta: 1 day, 10:14:54, time: 1.080, data_time: 0.005, memory: 5812, loss_cls: 6.6609, loss: 6.6609, grad_norm: 4.8184 2020-10-24 01:50:08,391 - mmaction - INFO - Epoch [30][1340/1492] lr: 1.000e-02, eta: 1 day, 10:14:26, time: 1.092, data_time: 0.011, memory: 5812, loss_cls: 6.5880, loss: 6.5880, grad_norm: 4.8574 2020-10-24 01:50:29,744 - mmaction - INFO - Epoch [30][1360/1492] lr: 1.000e-02, eta: 1 day, 10:13:57, time: 1.067, data_time: 0.002, memory: 5812, loss_cls: 6.7365, loss: 6.7365, grad_norm: 4.8610 2020-10-24 01:50:51,708 - mmaction - INFO - Epoch [30][1380/1492] lr: 1.000e-02, eta: 1 day, 10:13:30, time: 1.097, data_time: 0.005, memory: 5812, loss_cls: 6.7433, loss: 6.7433, grad_norm: 4.8790 2020-10-24 01:51:13,562 - mmaction - INFO - Epoch [30][1400/1492] lr: 1.000e-02, eta: 1 day, 10:13:03, time: 1.094, data_time: 0.005, memory: 5812, loss_cls: 6.7998, loss: 6.7998, grad_norm: 4.8623 2020-10-24 01:51:35,322 - mmaction - INFO - Epoch [30][1420/1492] lr: 1.000e-02, eta: 1 day, 10:12:35, time: 1.089, data_time: 0.002, memory: 5812, loss_cls: 6.6103, loss: 6.6103, grad_norm: 4.8433 2020-10-24 01:51:56,633 - mmaction - INFO - Epoch [30][1440/1492] lr: 1.000e-02, eta: 1 day, 10:12:06, time: 1.066, data_time: 0.002, memory: 5812, loss_cls: 6.6818, loss: 6.6818, grad_norm: 4.7493 2020-10-24 01:52:18,162 - mmaction - INFO - Epoch [30][1460/1492] lr: 1.000e-02, eta: 1 day, 10:11:38, time: 1.076, data_time: 0.004, memory: 5812, loss_cls: 6.5943, loss: 6.5943, grad_norm: 4.7614 2020-10-24 01:52:40,141 - mmaction - INFO - Epoch [30][1480/1492] lr: 1.000e-02, eta: 1 day, 10:11:10, time: 1.091, data_time: 0.002, memory: 5812, loss_cls: 6.6195, loss: 6.6195, grad_norm: 4.8119 2020-10-24 01:52:52,780 - mmaction - INFO - Saving checkpoint at 30 epochs 2020-10-24 01:54:56,434 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-24 01:54:57,688 - mmaction - INFO - mean_average_precision 0.4696 2020-10-24 01:54:57,719 - mmaction - INFO - Epoch(val) [30][1492] mean_average_precision: 0.4696 2020-10-24 01:55:33,792 - mmaction - INFO - Epoch [31][20/1492] lr: 1.000e-02, eta: 1 day, 10:10:28, time: 1.791, data_time: 1.314, memory: 5812, loss_cls: 6.5308, loss: 6.5308, grad_norm: 4.6660 2020-10-24 01:55:57,570 - mmaction - INFO - Epoch [31][40/1492] lr: 1.000e-02, eta: 1 day, 10:10:05, time: 1.198, data_time: 0.593, memory: 5812, loss_cls: 6.6901, loss: 6.6901, grad_norm: 4.9355 2020-10-24 01:56:19,819 - mmaction - INFO - Epoch [31][60/1492] lr: 1.000e-02, eta: 1 day, 10:09:39, time: 1.114, data_time: 0.488, memory: 5812, loss_cls: 6.5581, loss: 6.5581, grad_norm: 4.7830 2020-10-24 01:56:41,322 - mmaction - INFO - Epoch [31][80/1492] lr: 1.000e-02, eta: 1 day, 10:09:10, time: 1.072, data_time: 0.489, memory: 5812, loss_cls: 6.6507, loss: 6.6507, grad_norm: 4.8014 2020-10-24 01:57:03,148 - mmaction - INFO - Epoch [31][100/1492] lr: 1.000e-02, eta: 1 day, 10:08:43, time: 1.094, data_time: 0.515, memory: 5812, loss_cls: 6.6049, loss: 6.6049, grad_norm: 4.7661 2020-10-24 01:57:24,643 - mmaction - INFO - Epoch [31][120/1492] lr: 1.000e-02, eta: 1 day, 10:08:14, time: 1.074, data_time: 0.470, memory: 5812, loss_cls: 6.5548, loss: 6.5548, grad_norm: 4.8391 2020-10-24 01:57:46,319 - mmaction - INFO - Epoch [31][140/1492] lr: 1.000e-02, eta: 1 day, 10:07:46, time: 1.080, data_time: 0.513, memory: 5812, loss_cls: 6.6740, loss: 6.6740, grad_norm: 4.8631 2020-10-24 01:58:08,192 - mmaction - INFO - Epoch [31][160/1492] lr: 1.000e-02, eta: 1 day, 10:07:19, time: 1.096, data_time: 0.521, memory: 5812, loss_cls: 6.6342, loss: 6.6342, grad_norm: 4.7572 2020-10-24 01:58:30,275 - mmaction - INFO - Epoch [31][180/1492] lr: 1.000e-02, eta: 1 day, 10:06:52, time: 1.104, data_time: 0.493, memory: 5812, loss_cls: 6.6042, loss: 6.6042, grad_norm: 4.7264 2020-10-24 01:58:51,844 - mmaction - INFO - Epoch [31][200/1492] lr: 1.000e-02, eta: 1 day, 10:06:24, time: 1.078, data_time: 0.490, memory: 5812, loss_cls: 6.5314, loss: 6.5314, grad_norm: 4.6608 2020-10-24 01:59:13,997 - mmaction - INFO - Epoch [31][220/1492] lr: 1.000e-02, eta: 1 day, 10:05:57, time: 1.110, data_time: 0.506, memory: 5812, loss_cls: 6.5398, loss: 6.5398, grad_norm: 4.7891 2020-10-24 01:59:34,752 - mmaction - INFO - Epoch [31][240/1492] lr: 1.000e-02, eta: 1 day, 10:05:27, time: 1.033, data_time: 0.458, memory: 5812, loss_cls: 6.6742, loss: 6.6742, grad_norm: 4.9113 2020-10-24 01:59:56,213 - mmaction - INFO - Epoch [31][260/1492] lr: 1.000e-02, eta: 1 day, 10:04:59, time: 1.079, data_time: 0.471, memory: 5812, loss_cls: 6.5334, loss: 6.5334, grad_norm: 4.7787 2020-10-24 02:00:17,611 - mmaction - INFO - Epoch [31][280/1492] lr: 1.000e-02, eta: 1 day, 10:04:30, time: 1.067, data_time: 0.483, memory: 5812, loss_cls: 6.7251, loss: 6.7251, grad_norm: 4.8101 2020-10-24 02:00:39,449 - mmaction - INFO - Epoch [31][300/1492] lr: 1.000e-02, eta: 1 day, 10:04:02, time: 1.089, data_time: 0.490, memory: 5812, loss_cls: 6.6388, loss: 6.6388, grad_norm: 4.7820 2020-10-24 02:01:01,636 - mmaction - INFO - Epoch [31][320/1492] lr: 1.000e-02, eta: 1 day, 10:03:35, time: 1.108, data_time: 0.507, memory: 5812, loss_cls: 6.6460, loss: 6.6460, grad_norm: 4.8102 2020-10-24 02:01:22,393 - mmaction - INFO - Epoch [31][340/1492] lr: 1.000e-02, eta: 1 day, 10:03:06, time: 1.041, data_time: 0.488, memory: 5812, loss_cls: 6.6872, loss: 6.6872, grad_norm: 4.8322 2020-10-24 02:01:44,053 - mmaction - INFO - Epoch [31][360/1492] lr: 1.000e-02, eta: 1 day, 10:02:37, time: 1.072, data_time: 0.449, memory: 5812, loss_cls: 6.6233, loss: 6.6233, grad_norm: 4.8054 2020-10-24 02:02:05,611 - mmaction - INFO - Epoch [31][380/1492] lr: 1.000e-02, eta: 1 day, 10:02:09, time: 1.085, data_time: 0.481, memory: 5812, loss_cls: 6.5839, loss: 6.5839, grad_norm: 4.8519 2020-10-24 02:02:27,310 - mmaction - INFO - Epoch [31][400/1492] lr: 1.000e-02, eta: 1 day, 10:01:42, time: 1.089, data_time: 0.506, memory: 5812, loss_cls: 6.6685, loss: 6.6685, grad_norm: 4.8748 2020-10-24 02:02:48,771 - mmaction - INFO - Epoch [31][420/1492] lr: 1.000e-02, eta: 1 day, 10:01:13, time: 1.073, data_time: 0.476, memory: 5812, loss_cls: 6.6468, loss: 6.6468, grad_norm: 4.8340 2020-10-24 02:03:10,447 - mmaction - INFO - Epoch [31][440/1492] lr: 1.000e-02, eta: 1 day, 10:00:46, time: 1.085, data_time: 0.500, memory: 5812, loss_cls: 6.7559, loss: 6.7559, grad_norm: 4.8664 2020-10-24 02:03:32,137 - mmaction - INFO - Epoch [31][460/1492] lr: 1.000e-02, eta: 1 day, 10:00:18, time: 1.085, data_time: 0.488, memory: 5812, loss_cls: 6.5265, loss: 6.5265, grad_norm: 4.7380 2020-10-24 02:03:53,832 - mmaction - INFO - Epoch [31][480/1492] lr: 1.000e-02, eta: 1 day, 9:59:50, time: 1.085, data_time: 0.485, memory: 5812, loss_cls: 6.6873, loss: 6.6873, grad_norm: 4.8066 2020-10-24 02:04:15,648 - mmaction - INFO - Epoch [31][500/1492] lr: 1.000e-02, eta: 1 day, 9:59:22, time: 1.088, data_time: 0.493, memory: 5812, loss_cls: 6.6672, loss: 6.6672, grad_norm: 4.8665 2020-10-24 02:04:37,478 - mmaction - INFO - Epoch [31][520/1492] lr: 1.000e-02, eta: 1 day, 9:58:55, time: 1.092, data_time: 0.487, memory: 5812, loss_cls: 6.6239, loss: 6.6239, grad_norm: 4.8970 2020-10-24 02:04:59,253 - mmaction - INFO - Epoch [31][540/1492] lr: 1.000e-02, eta: 1 day, 9:58:27, time: 1.090, data_time: 0.485, memory: 5812, loss_cls: 6.4909, loss: 6.4909, grad_norm: 4.7483 2020-10-24 02:05:20,877 - mmaction - INFO - Epoch [31][560/1492] lr: 1.000e-02, eta: 1 day, 9:57:59, time: 1.078, data_time: 0.476, memory: 5812, loss_cls: 6.4890, loss: 6.4890, grad_norm: 4.7656 2020-10-24 02:05:43,265 - mmaction - INFO - Epoch [31][580/1492] lr: 1.000e-02, eta: 1 day, 9:57:33, time: 1.120, data_time: 0.503, memory: 5812, loss_cls: 6.6473, loss: 6.6473, grad_norm: 4.8335 2020-10-24 02:06:04,803 - mmaction - INFO - Epoch [31][600/1492] lr: 1.000e-02, eta: 1 day, 9:57:05, time: 1.078, data_time: 0.477, memory: 5812, loss_cls: 6.5636, loss: 6.5636, grad_norm: 4.7749 2020-10-24 02:06:25,922 - mmaction - INFO - Epoch [31][620/1492] lr: 1.000e-02, eta: 1 day, 9:56:36, time: 1.058, data_time: 0.485, memory: 5812, loss_cls: 6.7564, loss: 6.7564, grad_norm: 4.9790 2020-10-24 02:06:47,318 - mmaction - INFO - Epoch [31][640/1492] lr: 1.000e-02, eta: 1 day, 9:56:07, time: 1.065, data_time: 0.472, memory: 5812, loss_cls: 6.6769, loss: 6.6769, grad_norm: 4.7990 2020-10-24 02:07:09,384 - mmaction - INFO - Epoch [31][660/1492] lr: 1.000e-02, eta: 1 day, 9:55:41, time: 1.105, data_time: 0.482, memory: 5812, loss_cls: 6.6302, loss: 6.6302, grad_norm: 4.8738 2020-10-24 02:07:30,978 - mmaction - INFO - Epoch [31][680/1492] lr: 1.000e-02, eta: 1 day, 9:55:13, time: 1.083, data_time: 0.506, memory: 5812, loss_cls: 6.6066, loss: 6.6066, grad_norm: 4.8013 2020-10-24 02:07:52,390 - mmaction - INFO - Epoch [31][700/1492] lr: 1.000e-02, eta: 1 day, 9:54:44, time: 1.071, data_time: 0.479, memory: 5812, loss_cls: 6.5467, loss: 6.5467, grad_norm: 4.8353 2020-10-24 02:08:14,613 - mmaction - INFO - Epoch [31][720/1492] lr: 1.000e-02, eta: 1 day, 9:54:18, time: 1.111, data_time: 0.503, memory: 5812, loss_cls: 6.6237, loss: 6.6237, grad_norm: 4.8608 2020-10-24 02:08:35,707 - mmaction - INFO - Epoch [31][740/1492] lr: 1.000e-02, eta: 1 day, 9:53:49, time: 1.053, data_time: 0.484, memory: 5812, loss_cls: 6.6861, loss: 6.6861, grad_norm: 4.8769 2020-10-24 02:08:57,491 - mmaction - INFO - Epoch [31][760/1492] lr: 1.000e-02, eta: 1 day, 9:53:21, time: 1.089, data_time: 0.509, memory: 5812, loss_cls: 6.7035, loss: 6.7035, grad_norm: 4.8397 2020-10-24 02:09:19,532 - mmaction - INFO - Epoch [31][780/1492] lr: 1.000e-02, eta: 1 day, 9:52:54, time: 1.104, data_time: 0.499, memory: 5812, loss_cls: 6.6389, loss: 6.6389, grad_norm: 4.8635 2020-10-24 02:09:41,148 - mmaction - INFO - Epoch [31][800/1492] lr: 1.000e-02, eta: 1 day, 9:52:26, time: 1.069, data_time: 0.486, memory: 5812, loss_cls: 6.6009, loss: 6.6009, grad_norm: 4.8368 2020-10-24 02:10:02,488 - mmaction - INFO - Epoch [31][820/1492] lr: 1.000e-02, eta: 1 day, 9:51:58, time: 1.078, data_time: 0.481, memory: 5812, loss_cls: 6.6765, loss: 6.6765, grad_norm: 4.8955 2020-10-24 02:10:24,364 - mmaction - INFO - Epoch [31][840/1492] lr: 1.000e-02, eta: 1 day, 9:51:30, time: 1.087, data_time: 0.475, memory: 5812, loss_cls: 6.6128, loss: 6.6128, grad_norm: 4.7910 2020-10-24 02:10:46,396 - mmaction - INFO - Epoch [31][860/1492] lr: 1.000e-02, eta: 1 day, 9:51:04, time: 1.107, data_time: 0.527, memory: 5812, loss_cls: 6.7168, loss: 6.7168, grad_norm: 4.8870 2020-10-24 02:11:07,996 - mmaction - INFO - Epoch [31][880/1492] lr: 1.000e-02, eta: 1 day, 9:50:36, time: 1.079, data_time: 0.480, memory: 5812, loss_cls: 6.6315, loss: 6.6315, grad_norm: 4.8321 2020-10-24 02:11:29,012 - mmaction - INFO - Epoch [31][900/1492] lr: 1.000e-02, eta: 1 day, 9:50:06, time: 1.048, data_time: 0.462, memory: 5812, loss_cls: 6.6008, loss: 6.6008, grad_norm: 4.8210 2020-10-24 02:11:50,989 - mmaction - INFO - Epoch [31][920/1492] lr: 1.000e-02, eta: 1 day, 9:49:39, time: 1.104, data_time: 0.498, memory: 5812, loss_cls: 6.6226, loss: 6.6226, grad_norm: 4.7279 2020-10-24 02:12:12,494 - mmaction - INFO - Epoch [31][940/1492] lr: 1.000e-02, eta: 1 day, 9:49:11, time: 1.076, data_time: 0.486, memory: 5812, loss_cls: 6.7897, loss: 6.7897, grad_norm: 4.8923 2020-10-24 02:12:33,766 - mmaction - INFO - Epoch [31][960/1492] lr: 1.000e-02, eta: 1 day, 9:48:42, time: 1.060, data_time: 0.491, memory: 5812, loss_cls: 6.6757, loss: 6.6757, grad_norm: 4.9026 2020-10-24 02:12:55,398 - mmaction - INFO - Epoch [31][980/1492] lr: 1.000e-02, eta: 1 day, 9:48:15, time: 1.084, data_time: 0.508, memory: 5812, loss_cls: 6.4546, loss: 6.4546, grad_norm: 4.6884 2020-10-24 02:13:16,368 - mmaction - INFO - Epoch [31][1000/1492] lr: 1.000e-02, eta: 1 day, 9:47:45, time: 1.046, data_time: 0.450, memory: 5812, loss_cls: 6.6795, loss: 6.6795, grad_norm: 4.8636 2020-10-24 02:13:37,721 - mmaction - INFO - Epoch [31][1020/1492] lr: 1.000e-02, eta: 1 day, 9:47:17, time: 1.067, data_time: 0.473, memory: 5812, loss_cls: 6.6130, loss: 6.6130, grad_norm: 4.9077 2020-10-24 02:13:59,773 - mmaction - INFO - Epoch [31][1040/1492] lr: 1.000e-02, eta: 1 day, 9:46:50, time: 1.104, data_time: 0.508, memory: 5812, loss_cls: 6.7076, loss: 6.7076, grad_norm: 4.9178 2020-10-24 02:14:21,568 - mmaction - INFO - Epoch [31][1060/1492] lr: 1.000e-02, eta: 1 day, 9:46:23, time: 1.093, data_time: 0.464, memory: 5812, loss_cls: 6.6508, loss: 6.6508, grad_norm: 4.8130 2020-10-24 02:14:43,775 - mmaction - INFO - Epoch [31][1080/1492] lr: 1.000e-02, eta: 1 day, 9:45:56, time: 1.111, data_time: 0.506, memory: 5812, loss_cls: 6.6756, loss: 6.6756, grad_norm: 4.7864 2020-10-24 02:15:04,980 - mmaction - INFO - Epoch [31][1100/1492] lr: 1.000e-02, eta: 1 day, 9:45:27, time: 1.055, data_time: 0.471, memory: 5812, loss_cls: 6.6755, loss: 6.6755, grad_norm: 4.8957 2020-10-24 02:15:26,796 - mmaction - INFO - Epoch [31][1120/1492] lr: 1.000e-02, eta: 1 day, 9:45:00, time: 1.095, data_time: 0.490, memory: 5812, loss_cls: 6.6466, loss: 6.6466, grad_norm: 4.7913 2020-10-24 02:15:48,041 - mmaction - INFO - Epoch [31][1140/1492] lr: 1.000e-02, eta: 1 day, 9:44:31, time: 1.057, data_time: 0.470, memory: 5812, loss_cls: 6.5200, loss: 6.5200, grad_norm: 4.7262 2020-10-24 02:16:09,579 - mmaction - INFO - Epoch [31][1160/1492] lr: 1.000e-02, eta: 1 day, 9:44:03, time: 1.078, data_time: 0.478, memory: 5812, loss_cls: 6.5672, loss: 6.5672, grad_norm: 4.8392 2020-10-24 02:16:31,347 - mmaction - INFO - Epoch [31][1180/1492] lr: 1.000e-02, eta: 1 day, 9:43:36, time: 1.092, data_time: 0.485, memory: 5812, loss_cls: 6.6021, loss: 6.6021, grad_norm: 4.7927 2020-10-24 02:16:53,211 - mmaction - INFO - Epoch [31][1200/1492] lr: 1.000e-02, eta: 1 day, 9:43:09, time: 1.089, data_time: 0.492, memory: 5812, loss_cls: 6.6465, loss: 6.6465, grad_norm: 4.8540 2020-10-24 02:17:15,087 - mmaction - INFO - Epoch [31][1220/1492] lr: 1.000e-02, eta: 1 day, 9:42:42, time: 1.095, data_time: 0.495, memory: 5812, loss_cls: 6.7995, loss: 6.7995, grad_norm: 4.8865 2020-10-24 02:17:36,836 - mmaction - INFO - Epoch [31][1240/1492] lr: 1.000e-02, eta: 1 day, 9:42:14, time: 1.092, data_time: 0.504, memory: 5812, loss_cls: 6.6662, loss: 6.6662, grad_norm: 4.7527 2020-10-24 02:17:57,926 - mmaction - INFO - Epoch [31][1260/1492] lr: 1.000e-02, eta: 1 day, 9:41:45, time: 1.053, data_time: 0.466, memory: 5812, loss_cls: 6.7426, loss: 6.7426, grad_norm: 4.7942 2020-10-24 02:18:19,751 - mmaction - INFO - Epoch [31][1280/1492] lr: 1.000e-02, eta: 1 day, 9:41:18, time: 1.090, data_time: 0.496, memory: 5812, loss_cls: 6.7821, loss: 6.7821, grad_norm: 4.7691 2020-10-24 02:18:41,423 - mmaction - INFO - Epoch [31][1300/1492] lr: 1.000e-02, eta: 1 day, 9:40:50, time: 1.083, data_time: 0.466, memory: 5812, loss_cls: 6.6336, loss: 6.6336, grad_norm: 4.8329 2020-10-24 02:19:02,080 - mmaction - INFO - Epoch [31][1320/1492] lr: 1.000e-02, eta: 1 day, 9:40:20, time: 1.034, data_time: 0.446, memory: 5812, loss_cls: 6.6419, loss: 6.6419, grad_norm: 4.9031 2020-10-24 02:19:23,651 - mmaction - INFO - Epoch [31][1340/1492] lr: 1.000e-02, eta: 1 day, 9:39:53, time: 1.077, data_time: 0.489, memory: 5812, loss_cls: 6.5397, loss: 6.5397, grad_norm: 4.8006 2020-10-24 02:19:45,893 - mmaction - INFO - Epoch [31][1360/1492] lr: 1.000e-02, eta: 1 day, 9:39:26, time: 1.110, data_time: 0.526, memory: 5812, loss_cls: 6.7171, loss: 6.7171, grad_norm: 4.8223 2020-10-24 02:20:07,346 - mmaction - INFO - Epoch [31][1380/1492] lr: 1.000e-02, eta: 1 day, 9:38:58, time: 1.078, data_time: 0.474, memory: 5812, loss_cls: 6.6447, loss: 6.6447, grad_norm: 4.8069 2020-10-24 02:20:28,784 - mmaction - INFO - Epoch [31][1400/1492] lr: 1.000e-02, eta: 1 day, 9:38:30, time: 1.070, data_time: 0.467, memory: 5812, loss_cls: 6.6168, loss: 6.6168, grad_norm: 4.8435 2020-10-24 02:20:50,144 - mmaction - INFO - Epoch [31][1420/1492] lr: 1.000e-02, eta: 1 day, 9:38:02, time: 1.067, data_time: 0.476, memory: 5812, loss_cls: 6.7092, loss: 6.7092, grad_norm: 4.8728 2020-10-24 02:21:11,496 - mmaction - INFO - Epoch [31][1440/1492] lr: 1.000e-02, eta: 1 day, 9:37:33, time: 1.070, data_time: 0.465, memory: 5812, loss_cls: 6.5339, loss: 6.5339, grad_norm: 4.7190 2020-10-24 02:21:33,248 - mmaction - INFO - Epoch [31][1460/1492] lr: 1.000e-02, eta: 1 day, 9:37:06, time: 1.082, data_time: 0.488, memory: 5812, loss_cls: 6.5991, loss: 6.5991, grad_norm: 4.7673 2020-10-24 02:21:55,047 - mmaction - INFO - Epoch [31][1480/1492] lr: 1.000e-02, eta: 1 day, 9:36:39, time: 1.096, data_time: 0.493, memory: 5812, loss_cls: 6.5796, loss: 6.5796, grad_norm: 4.7450 2020-10-24 02:22:44,689 - mmaction - INFO - Epoch [32][20/1492] lr: 1.000e-02, eta: 1 day, 9:35:59, time: 1.834, data_time: 0.659, memory: 5812, loss_cls: 6.7513, loss: 6.7513, grad_norm: 4.8982 2020-10-24 02:23:05,890 - mmaction - INFO - Epoch [32][40/1492] lr: 1.000e-02, eta: 1 day, 9:35:30, time: 1.061, data_time: 0.012, memory: 5812, loss_cls: 6.7643, loss: 6.7643, grad_norm: 4.9147 2020-10-24 02:23:27,665 - mmaction - INFO - Epoch [32][60/1492] lr: 1.000e-02, eta: 1 day, 9:35:03, time: 1.090, data_time: 0.003, memory: 5812, loss_cls: 6.6172, loss: 6.6172, grad_norm: 4.9601 2020-10-24 02:23:49,438 - mmaction - INFO - Epoch [32][80/1492] lr: 1.000e-02, eta: 1 day, 9:34:36, time: 1.089, data_time: 0.003, memory: 5812, loss_cls: 6.7373, loss: 6.7373, grad_norm: 4.7797 2020-10-24 02:24:10,451 - mmaction - INFO - Epoch [32][100/1492] lr: 1.000e-02, eta: 1 day, 9:34:06, time: 1.043, data_time: 0.001, memory: 5812, loss_cls: 6.5429, loss: 6.5429, grad_norm: 4.8101 2020-10-24 02:24:32,584 - mmaction - INFO - Epoch [32][120/1492] lr: 1.000e-02, eta: 1 day, 9:33:40, time: 1.101, data_time: 0.012, memory: 5812, loss_cls: 6.5189, loss: 6.5189, grad_norm: 4.7620 2020-10-24 02:24:54,246 - mmaction - INFO - Epoch [32][140/1492] lr: 1.000e-02, eta: 1 day, 9:33:12, time: 1.086, data_time: 0.016, memory: 5812, loss_cls: 6.6431, loss: 6.6431, grad_norm: 4.7749 2020-10-24 02:25:16,235 - mmaction - INFO - Epoch [32][160/1492] lr: 1.000e-02, eta: 1 day, 9:32:46, time: 1.107, data_time: 0.016, memory: 5812, loss_cls: 6.6415, loss: 6.6415, grad_norm: 4.8278 2020-10-24 02:25:37,045 - mmaction - INFO - Epoch [32][180/1492] lr: 1.000e-02, eta: 1 day, 9:32:16, time: 1.041, data_time: 0.004, memory: 5812, loss_cls: 6.6677, loss: 6.6677, grad_norm: 4.8000 2020-10-24 02:25:58,304 - mmaction - INFO - Epoch [32][200/1492] lr: 1.000e-02, eta: 1 day, 9:31:48, time: 1.064, data_time: 0.003, memory: 5812, loss_cls: 6.6995, loss: 6.6995, grad_norm: 4.8750 2020-10-24 02:26:19,958 - mmaction - INFO - Epoch [32][220/1492] lr: 1.000e-02, eta: 1 day, 9:31:20, time: 1.082, data_time: 0.001, memory: 5812, loss_cls: 6.5385, loss: 6.5385, grad_norm: 4.6837 2020-10-24 02:26:41,692 - mmaction - INFO - Epoch [32][240/1492] lr: 1.000e-02, eta: 1 day, 9:30:53, time: 1.083, data_time: 0.003, memory: 5812, loss_cls: 6.5926, loss: 6.5926, grad_norm: 4.7973 2020-10-24 02:27:03,319 - mmaction - INFO - Epoch [32][260/1492] lr: 1.000e-02, eta: 1 day, 9:30:25, time: 1.084, data_time: 0.006, memory: 5812, loss_cls: 6.6639, loss: 6.6639, grad_norm: 4.7956 2020-10-24 02:27:24,296 - mmaction - INFO - Epoch [32][280/1492] lr: 1.000e-02, eta: 1 day, 9:29:56, time: 1.050, data_time: 0.005, memory: 5812, loss_cls: 6.6357, loss: 6.6357, grad_norm: 4.7777 2020-10-24 02:27:45,936 - mmaction - INFO - Epoch [32][300/1492] lr: 1.000e-02, eta: 1 day, 9:29:28, time: 1.075, data_time: 0.002, memory: 5812, loss_cls: 6.6630, loss: 6.6630, grad_norm: 4.8655 2020-10-24 02:28:07,279 - mmaction - INFO - Epoch [32][320/1492] lr: 1.000e-02, eta: 1 day, 9:29:01, time: 1.073, data_time: 0.011, memory: 5812, loss_cls: 6.6167, loss: 6.6167, grad_norm: 4.8222 2020-10-24 02:28:28,923 - mmaction - INFO - Epoch [32][340/1492] lr: 1.000e-02, eta: 1 day, 9:28:33, time: 1.075, data_time: 0.003, memory: 5812, loss_cls: 6.6171, loss: 6.6171, grad_norm: 4.6950 2020-10-24 02:28:50,105 - mmaction - INFO - Epoch [32][360/1492] lr: 1.000e-02, eta: 1 day, 9:28:04, time: 1.064, data_time: 0.011, memory: 5812, loss_cls: 6.4426, loss: 6.4426, grad_norm: 4.7705 2020-10-24 02:29:11,496 - mmaction - INFO - Epoch [32][380/1492] lr: 1.000e-02, eta: 1 day, 9:27:36, time: 1.072, data_time: 0.005, memory: 5812, loss_cls: 6.7182, loss: 6.7182, grad_norm: 4.9071 2020-10-24 02:29:32,716 - mmaction - INFO - Epoch [32][400/1492] lr: 1.000e-02, eta: 1 day, 9:27:08, time: 1.059, data_time: 0.001, memory: 5812, loss_cls: 6.7456, loss: 6.7456, grad_norm: 4.8759 2020-10-24 02:29:54,508 - mmaction - INFO - Epoch [32][420/1492] lr: 1.000e-02, eta: 1 day, 9:26:40, time: 1.086, data_time: 0.004, memory: 5812, loss_cls: 6.5912, loss: 6.5912, grad_norm: 4.8759 2020-10-24 02:30:15,853 - mmaction - INFO - Epoch [32][440/1492] lr: 1.000e-02, eta: 1 day, 9:26:12, time: 1.072, data_time: 0.008, memory: 5812, loss_cls: 6.6672, loss: 6.6672, grad_norm: 4.8174 2020-10-24 02:30:36,679 - mmaction - INFO - Epoch [32][460/1492] lr: 1.000e-02, eta: 1 day, 9:25:43, time: 1.039, data_time: 0.003, memory: 5812, loss_cls: 6.6933, loss: 6.6933, grad_norm: 4.9755 2020-10-24 02:30:58,589 - mmaction - INFO - Epoch [32][480/1492] lr: 1.000e-02, eta: 1 day, 9:25:16, time: 1.089, data_time: 0.005, memory: 5812, loss_cls: 6.5403, loss: 6.5403, grad_norm: 4.7726 2020-10-24 02:31:19,638 - mmaction - INFO - Epoch [32][500/1492] lr: 1.000e-02, eta: 1 day, 9:24:47, time: 1.062, data_time: 0.013, memory: 5812, loss_cls: 6.6168, loss: 6.6168, grad_norm: 4.8270 2020-10-24 02:31:40,783 - mmaction - INFO - Epoch [32][520/1492] lr: 1.000e-02, eta: 1 day, 9:24:18, time: 1.048, data_time: 0.003, memory: 5812, loss_cls: 6.5781, loss: 6.5781, grad_norm: 4.8369 2020-10-24 02:32:02,529 - mmaction - INFO - Epoch [32][540/1492] lr: 1.000e-02, eta: 1 day, 9:23:51, time: 1.094, data_time: 0.011, memory: 5812, loss_cls: 6.4651, loss: 6.4651, grad_norm: 4.7542 2020-10-24 02:32:23,805 - mmaction - INFO - Epoch [32][560/1492] lr: 1.000e-02, eta: 1 day, 9:23:23, time: 1.052, data_time: 0.004, memory: 5812, loss_cls: 6.5716, loss: 6.5716, grad_norm: 4.7606 2020-10-24 02:32:45,225 - mmaction - INFO - Epoch [32][580/1492] lr: 1.000e-02, eta: 1 day, 9:22:55, time: 1.080, data_time: 0.018, memory: 5812, loss_cls: 6.5562, loss: 6.5562, grad_norm: 4.8452 2020-10-24 02:33:06,455 - mmaction - INFO - Epoch [32][600/1492] lr: 1.000e-02, eta: 1 day, 9:22:27, time: 1.066, data_time: 0.007, memory: 5812, loss_cls: 6.7021, loss: 6.7021, grad_norm: 4.8524 2020-10-24 02:33:27,693 - mmaction - INFO - Epoch [32][620/1492] lr: 1.000e-02, eta: 1 day, 9:21:58, time: 1.053, data_time: 0.003, memory: 5812, loss_cls: 6.6030, loss: 6.6030, grad_norm: 4.8342 2020-10-24 02:33:48,935 - mmaction - INFO - Epoch [32][640/1492] lr: 1.000e-02, eta: 1 day, 9:21:30, time: 1.067, data_time: 0.014, memory: 5812, loss_cls: 6.7159, loss: 6.7159, grad_norm: 4.8447 2020-10-24 02:34:10,319 - mmaction - INFO - Epoch [32][660/1492] lr: 1.000e-02, eta: 1 day, 9:21:02, time: 1.072, data_time: 0.008, memory: 5812, loss_cls: 6.6071, loss: 6.6071, grad_norm: 4.8850 2020-10-24 02:34:32,410 - mmaction - INFO - Epoch [32][680/1492] lr: 1.000e-02, eta: 1 day, 9:20:35, time: 1.102, data_time: 0.003, memory: 5812, loss_cls: 6.5515, loss: 6.5515, grad_norm: 4.7914 2020-10-24 02:34:53,332 - mmaction - INFO - Epoch [32][700/1492] lr: 1.000e-02, eta: 1 day, 9:20:06, time: 1.046, data_time: 0.006, memory: 5812, loss_cls: 6.5749, loss: 6.5749, grad_norm: 4.7441 2020-10-24 02:35:15,297 - mmaction - INFO - Epoch [32][720/1492] lr: 1.000e-02, eta: 1 day, 9:19:39, time: 1.097, data_time: 0.006, memory: 5812, loss_cls: 6.5915, loss: 6.5915, grad_norm: 4.8275 2020-10-24 02:35:36,242 - mmaction - INFO - Epoch [32][740/1492] lr: 1.000e-02, eta: 1 day, 9:19:11, time: 1.049, data_time: 0.007, memory: 5812, loss_cls: 6.5211, loss: 6.5211, grad_norm: 4.6278 2020-10-24 02:35:57,350 - mmaction - INFO - Epoch [32][760/1492] lr: 1.000e-02, eta: 1 day, 9:18:42, time: 1.059, data_time: 0.007, memory: 5812, loss_cls: 6.4314, loss: 6.4314, grad_norm: 4.7061 2020-10-24 02:36:18,930 - mmaction - INFO - Epoch [32][780/1492] lr: 1.000e-02, eta: 1 day, 9:18:15, time: 1.079, data_time: 0.002, memory: 5812, loss_cls: 6.6491, loss: 6.6491, grad_norm: 4.9128 2020-10-24 02:36:40,208 - mmaction - INFO - Epoch [32][800/1492] lr: 1.000e-02, eta: 1 day, 9:17:46, time: 1.062, data_time: 0.003, memory: 5812, loss_cls: 6.5789, loss: 6.5789, grad_norm: 4.9241 2020-10-24 02:37:01,294 - mmaction - INFO - Epoch [32][820/1492] lr: 1.000e-02, eta: 1 day, 9:17:18, time: 1.056, data_time: 0.005, memory: 5812, loss_cls: 6.7228, loss: 6.7228, grad_norm: 4.9297 2020-10-24 02:37:21,870 - mmaction - INFO - Epoch [32][840/1492] lr: 1.000e-02, eta: 1 day, 9:16:48, time: 1.027, data_time: 0.003, memory: 5812, loss_cls: 6.5291, loss: 6.5291, grad_norm: 4.7159 2020-10-24 02:37:43,923 - mmaction - INFO - Epoch [32][860/1492] lr: 1.000e-02, eta: 1 day, 9:16:21, time: 1.104, data_time: 0.002, memory: 5812, loss_cls: 6.7290, loss: 6.7290, grad_norm: 4.8383 2020-10-24 02:38:05,066 - mmaction - INFO - Epoch [32][880/1492] lr: 1.000e-02, eta: 1 day, 9:15:53, time: 1.056, data_time: 0.003, memory: 5812, loss_cls: 6.6187, loss: 6.6187, grad_norm: 4.8355 2020-10-24 02:38:26,855 - mmaction - INFO - Epoch [32][900/1492] lr: 1.000e-02, eta: 1 day, 9:15:25, time: 1.083, data_time: 0.002, memory: 5812, loss_cls: 6.5884, loss: 6.5884, grad_norm: 4.8272 2020-10-24 02:38:48,163 - mmaction - INFO - Epoch [32][920/1492] lr: 1.000e-02, eta: 1 day, 9:14:57, time: 1.061, data_time: 0.009, memory: 5812, loss_cls: 6.6229, loss: 6.6229, grad_norm: 4.8499 2020-10-24 02:39:09,854 - mmaction - INFO - Epoch [32][940/1492] lr: 1.000e-02, eta: 1 day, 9:14:30, time: 1.093, data_time: 0.013, memory: 5812, loss_cls: 6.8950, loss: 6.8950, grad_norm: 4.9536 2020-10-24 02:39:31,095 - mmaction - INFO - Epoch [32][960/1492] lr: 1.000e-02, eta: 1 day, 9:14:02, time: 1.059, data_time: 0.004, memory: 5812, loss_cls: 6.6651, loss: 6.6651, grad_norm: 4.7412 2020-10-24 02:39:52,921 - mmaction - INFO - Epoch [32][980/1492] lr: 1.000e-02, eta: 1 day, 9:13:35, time: 1.097, data_time: 0.009, memory: 5812, loss_cls: 6.6759, loss: 6.6759, grad_norm: 4.7069 2020-10-24 02:40:14,462 - mmaction - INFO - Epoch [32][1000/1492] lr: 1.000e-02, eta: 1 day, 9:13:07, time: 1.064, data_time: 0.003, memory: 5812, loss_cls: 6.6703, loss: 6.6703, grad_norm: 4.8179 2020-10-24 02:40:35,715 - mmaction - INFO - Epoch [32][1020/1492] lr: 1.000e-02, eta: 1 day, 9:12:39, time: 1.076, data_time: 0.016, memory: 5812, loss_cls: 6.5638, loss: 6.5638, grad_norm: 4.7828 2020-10-24 02:40:57,025 - mmaction - INFO - Epoch [32][1040/1492] lr: 1.000e-02, eta: 1 day, 9:12:11, time: 1.063, data_time: 0.001, memory: 5812, loss_cls: 6.6654, loss: 6.6654, grad_norm: 4.8402 2020-10-24 02:41:18,486 - mmaction - INFO - Epoch [32][1060/1492] lr: 1.000e-02, eta: 1 day, 9:11:43, time: 1.071, data_time: 0.004, memory: 5812, loss_cls: 6.6470, loss: 6.6470, grad_norm: 4.7709 2020-10-24 02:41:39,847 - mmaction - INFO - Epoch [32][1080/1492] lr: 1.000e-02, eta: 1 day, 9:11:15, time: 1.067, data_time: 0.005, memory: 5812, loss_cls: 6.5728, loss: 6.5728, grad_norm: 4.8005 2020-10-24 02:42:00,784 - mmaction - INFO - Epoch [32][1100/1492] lr: 1.000e-02, eta: 1 day, 9:10:47, time: 1.050, data_time: 0.006, memory: 5812, loss_cls: 6.7237, loss: 6.7237, grad_norm: 4.8930 2020-10-24 02:42:21,962 - mmaction - INFO - Epoch [32][1120/1492] lr: 1.000e-02, eta: 1 day, 9:10:18, time: 1.059, data_time: 0.003, memory: 5812, loss_cls: 6.5843, loss: 6.5843, grad_norm: 4.7770 2020-10-24 02:42:43,247 - mmaction - INFO - Epoch [32][1140/1492] lr: 1.000e-02, eta: 1 day, 9:09:50, time: 1.060, data_time: 0.003, memory: 5812, loss_cls: 6.5461, loss: 6.5461, grad_norm: 4.6855 2020-10-24 02:43:04,638 - mmaction - INFO - Epoch [32][1160/1492] lr: 1.000e-02, eta: 1 day, 9:09:22, time: 1.073, data_time: 0.008, memory: 5812, loss_cls: 6.3972, loss: 6.3972, grad_norm: 4.6787 2020-10-24 02:43:25,987 - mmaction - INFO - Epoch [32][1180/1492] lr: 1.000e-02, eta: 1 day, 9:08:54, time: 1.068, data_time: 0.009, memory: 5812, loss_cls: 6.6804, loss: 6.6804, grad_norm: 4.8288 2020-10-24 02:43:46,951 - mmaction - INFO - Epoch [32][1200/1492] lr: 1.000e-02, eta: 1 day, 9:08:25, time: 1.042, data_time: 0.006, memory: 5812, loss_cls: 6.5441, loss: 6.5441, grad_norm: 4.7561 2020-10-24 02:44:08,249 - mmaction - INFO - Epoch [32][1220/1492] lr: 1.000e-02, eta: 1 day, 9:07:57, time: 1.073, data_time: 0.015, memory: 5812, loss_cls: 6.6677, loss: 6.6677, grad_norm: 4.7286 2020-10-24 02:44:30,528 - mmaction - INFO - Epoch [32][1240/1492] lr: 1.000e-02, eta: 1 day, 9:07:31, time: 1.112, data_time: 0.005, memory: 5812, loss_cls: 6.6669, loss: 6.6669, grad_norm: 4.7639 2020-10-24 02:44:51,471 - mmaction - INFO - Epoch [32][1260/1492] lr: 1.000e-02, eta: 1 day, 9:07:03, time: 1.049, data_time: 0.006, memory: 5812, loss_cls: 6.5781, loss: 6.5781, grad_norm: 4.8312 2020-10-24 02:45:12,655 - mmaction - INFO - Epoch [32][1280/1492] lr: 1.000e-02, eta: 1 day, 9:06:34, time: 1.052, data_time: 0.005, memory: 5812, loss_cls: 6.5561, loss: 6.5561, grad_norm: 4.7950 2020-10-24 02:45:33,945 - mmaction - INFO - Epoch [32][1300/1492] lr: 1.000e-02, eta: 1 day, 9:06:06, time: 1.068, data_time: 0.013, memory: 5812, loss_cls: 6.6438, loss: 6.6438, grad_norm: 4.8067 2020-10-24 02:45:55,355 - mmaction - INFO - Epoch [32][1320/1492] lr: 1.000e-02, eta: 1 day, 9:05:38, time: 1.073, data_time: 0.008, memory: 5812, loss_cls: 6.7029, loss: 6.7029, grad_norm: 4.8648 2020-10-24 02:46:16,148 - mmaction - INFO - Epoch [32][1340/1492] lr: 1.000e-02, eta: 1 day, 9:05:09, time: 1.034, data_time: 0.001, memory: 5812, loss_cls: 6.5905, loss: 6.5905, grad_norm: 4.8322 2020-10-24 02:46:37,219 - mmaction - INFO - Epoch [32][1360/1492] lr: 1.000e-02, eta: 1 day, 9:04:41, time: 1.056, data_time: 0.008, memory: 5812, loss_cls: 6.6837, loss: 6.6837, grad_norm: 4.8100 2020-10-24 02:46:58,312 - mmaction - INFO - Epoch [32][1380/1492] lr: 1.000e-02, eta: 1 day, 9:04:12, time: 1.056, data_time: 0.007, memory: 5812, loss_cls: 6.6109, loss: 6.6109, grad_norm: 4.7723 2020-10-24 02:47:19,683 - mmaction - INFO - Epoch [32][1400/1492] lr: 1.000e-02, eta: 1 day, 9:03:44, time: 1.071, data_time: 0.004, memory: 5812, loss_cls: 6.7965, loss: 6.7965, grad_norm: 4.8792 2020-10-24 02:47:41,226 - mmaction - INFO - Epoch [32][1420/1492] lr: 1.000e-02, eta: 1 day, 9:03:17, time: 1.074, data_time: 0.007, memory: 5812, loss_cls: 6.6053, loss: 6.6053, grad_norm: 4.7375 2020-10-24 02:48:02,915 - mmaction - INFO - Epoch [32][1440/1492] lr: 1.000e-02, eta: 1 day, 9:02:50, time: 1.083, data_time: 0.005, memory: 5812, loss_cls: 6.6757, loss: 6.6757, grad_norm: 4.8207 2020-10-24 02:48:24,043 - mmaction - INFO - Epoch [32][1460/1492] lr: 1.000e-02, eta: 1 day, 9:02:21, time: 1.050, data_time: 0.007, memory: 5812, loss_cls: 6.5961, loss: 6.5961, grad_norm: 4.7953 2020-10-24 02:48:45,822 - mmaction - INFO - Epoch [32][1480/1492] lr: 1.000e-02, eta: 1 day, 9:01:54, time: 1.091, data_time: 0.020, memory: 5812, loss_cls: 6.6813, loss: 6.6813, grad_norm: 4.7740 2020-10-24 02:49:42,149 - mmaction - INFO - Epoch [33][20/1492] lr: 1.000e-02, eta: 1 day, 9:01:26, time: 2.091, data_time: 1.254, memory: 5812, loss_cls: 6.5809, loss: 6.5809, grad_norm: 4.8083 2020-10-24 02:50:05,336 - mmaction - INFO - Epoch [33][40/1492] lr: 1.000e-02, eta: 1 day, 9:01:02, time: 1.157, data_time: 0.130, memory: 5812, loss_cls: 6.6073, loss: 6.6073, grad_norm: 4.8114 2020-10-24 02:50:28,422 - mmaction - INFO - Epoch [33][60/1492] lr: 1.000e-02, eta: 1 day, 9:00:38, time: 1.157, data_time: 0.215, memory: 5812, loss_cls: 6.5444, loss: 6.5444, grad_norm: 4.8162 2020-10-24 02:50:50,530 - mmaction - INFO - Epoch [33][80/1492] lr: 1.000e-02, eta: 1 day, 9:00:11, time: 1.105, data_time: 0.130, memory: 5812, loss_cls: 6.5811, loss: 6.5811, grad_norm: 4.7190 2020-10-24 02:51:13,840 - mmaction - INFO - Epoch [33][100/1492] lr: 1.000e-02, eta: 1 day, 8:59:47, time: 1.155, data_time: 0.144, memory: 5812, loss_cls: 6.5168, loss: 6.5168, grad_norm: 4.7311 2020-10-24 02:51:36,209 - mmaction - INFO - Epoch [33][120/1492] lr: 1.000e-02, eta: 1 day, 8:59:22, time: 1.128, data_time: 0.023, memory: 5812, loss_cls: 6.4640, loss: 6.4640, grad_norm: 4.8629 2020-10-24 02:51:58,545 - mmaction - INFO - Epoch [33][140/1492] lr: 1.000e-02, eta: 1 day, 8:58:56, time: 1.117, data_time: 0.003, memory: 5812, loss_cls: 6.5853, loss: 6.5853, grad_norm: 4.6723 2020-10-24 02:52:19,799 - mmaction - INFO - Epoch [33][160/1492] lr: 1.000e-02, eta: 1 day, 8:58:28, time: 1.063, data_time: 0.003, memory: 5812, loss_cls: 6.5324, loss: 6.5324, grad_norm: 4.7669 2020-10-24 02:52:42,214 - mmaction - INFO - Epoch [33][180/1492] lr: 1.000e-02, eta: 1 day, 8:58:02, time: 1.122, data_time: 0.002, memory: 5812, loss_cls: 6.6151, loss: 6.6151, grad_norm: 4.8516 2020-10-24 02:53:03,455 - mmaction - INFO - Epoch [33][200/1492] lr: 1.000e-02, eta: 1 day, 8:57:34, time: 1.062, data_time: 0.002, memory: 5812, loss_cls: 6.5981, loss: 6.5981, grad_norm: 4.8381 2020-10-24 02:53:24,941 - mmaction - INFO - Epoch [33][220/1492] lr: 1.000e-02, eta: 1 day, 8:57:07, time: 1.074, data_time: 0.010, memory: 5812, loss_cls: 6.6183, loss: 6.6183, grad_norm: 4.8870 2020-10-24 02:53:46,805 - mmaction - INFO - Epoch [33][240/1492] lr: 1.000e-02, eta: 1 day, 8:56:40, time: 1.085, data_time: 0.001, memory: 5812, loss_cls: 6.6377, loss: 6.6377, grad_norm: 4.8163 2020-10-24 02:54:07,034 - mmaction - INFO - Epoch [33][260/1492] lr: 1.000e-02, eta: 1 day, 8:56:10, time: 1.019, data_time: 0.010, memory: 5812, loss_cls: 6.5125, loss: 6.5125, grad_norm: 4.8623 2020-10-24 02:54:29,107 - mmaction - INFO - Epoch [33][280/1492] lr: 1.000e-02, eta: 1 day, 8:55:43, time: 1.099, data_time: 0.003, memory: 5812, loss_cls: 6.6596, loss: 6.6596, grad_norm: 4.9102 2020-10-24 02:54:49,872 - mmaction - INFO - Epoch [33][300/1492] lr: 1.000e-02, eta: 1 day, 8:55:15, time: 1.043, data_time: 0.007, memory: 5812, loss_cls: 6.6972, loss: 6.6972, grad_norm: 4.9649 2020-10-24 02:55:10,824 - mmaction - INFO - Epoch [33][320/1492] lr: 1.000e-02, eta: 1 day, 8:54:46, time: 1.048, data_time: 0.001, memory: 5812, loss_cls: 6.6391, loss: 6.6391, grad_norm: 4.7972 2020-10-24 02:55:32,219 - mmaction - INFO - Epoch [33][340/1492] lr: 1.000e-02, eta: 1 day, 8:54:18, time: 1.065, data_time: 0.003, memory: 5812, loss_cls: 6.7136, loss: 6.7136, grad_norm: 4.7799 2020-10-24 02:55:53,333 - mmaction - INFO - Epoch [33][360/1492] lr: 1.000e-02, eta: 1 day, 8:53:50, time: 1.060, data_time: 0.006, memory: 5812, loss_cls: 6.5894, loss: 6.5894, grad_norm: 4.8533 2020-10-24 02:56:14,935 - mmaction - INFO - Epoch [33][380/1492] lr: 1.000e-02, eta: 1 day, 8:53:23, time: 1.080, data_time: 0.002, memory: 5812, loss_cls: 6.8191, loss: 6.8191, grad_norm: 4.8618 2020-10-24 02:56:35,965 - mmaction - INFO - Epoch [33][400/1492] lr: 1.000e-02, eta: 1 day, 8:52:54, time: 1.046, data_time: 0.001, memory: 5812, loss_cls: 6.4853, loss: 6.4853, grad_norm: 4.7854 2020-10-24 02:56:58,230 - mmaction - INFO - Epoch [33][420/1492] lr: 1.000e-02, eta: 1 day, 8:52:28, time: 1.114, data_time: 0.006, memory: 5812, loss_cls: 6.6025, loss: 6.6025, grad_norm: 4.9107 2020-10-24 02:57:19,892 - mmaction - INFO - Epoch [33][440/1492] lr: 1.000e-02, eta: 1 day, 8:52:01, time: 1.087, data_time: 0.005, memory: 5812, loss_cls: 6.5765, loss: 6.5765, grad_norm: 4.7837 2020-10-24 02:57:41,530 - mmaction - INFO - Epoch [33][460/1492] lr: 1.000e-02, eta: 1 day, 8:51:34, time: 1.077, data_time: 0.001, memory: 5812, loss_cls: 6.7161, loss: 6.7161, grad_norm: 4.8849 2020-10-24 02:58:03,147 - mmaction - INFO - Epoch [33][480/1492] lr: 1.000e-02, eta: 1 day, 8:51:07, time: 1.085, data_time: 0.006, memory: 5812, loss_cls: 6.6592, loss: 6.6592, grad_norm: 4.9075 2020-10-24 02:58:24,384 - mmaction - INFO - Epoch [33][500/1492] lr: 1.000e-02, eta: 1 day, 8:50:39, time: 1.059, data_time: 0.002, memory: 5812, loss_cls: 6.6141, loss: 6.6141, grad_norm: 4.8314 2020-10-24 02:58:46,152 - mmaction - INFO - Epoch [33][520/1492] lr: 1.000e-02, eta: 1 day, 8:50:12, time: 1.092, data_time: 0.005, memory: 5812, loss_cls: 6.5321, loss: 6.5321, grad_norm: 4.7267 2020-10-24 02:59:08,664 - mmaction - INFO - Epoch [33][540/1492] lr: 1.000e-02, eta: 1 day, 8:49:46, time: 1.122, data_time: 0.002, memory: 5812, loss_cls: 6.5663, loss: 6.5663, grad_norm: 4.8256 2020-10-24 02:59:29,919 - mmaction - INFO - Epoch [33][560/1492] lr: 1.000e-02, eta: 1 day, 8:49:18, time: 1.058, data_time: 0.005, memory: 5812, loss_cls: 6.6249, loss: 6.6249, grad_norm: 4.9163 2020-10-24 02:59:52,067 - mmaction - INFO - Epoch [33][580/1492] lr: 1.000e-02, eta: 1 day, 8:48:52, time: 1.112, data_time: 0.011, memory: 5812, loss_cls: 6.5891, loss: 6.5891, grad_norm: 4.7724 2020-10-24 03:00:13,782 - mmaction - INFO - Epoch [33][600/1492] lr: 1.000e-02, eta: 1 day, 8:48:25, time: 1.084, data_time: 0.008, memory: 5812, loss_cls: 6.6435, loss: 6.6435, grad_norm: 4.8397 2020-10-24 03:00:36,010 - mmaction - INFO - Epoch [33][620/1492] lr: 1.000e-02, eta: 1 day, 8:47:59, time: 1.108, data_time: 0.007, memory: 5812, loss_cls: 6.6336, loss: 6.6336, grad_norm: 4.8411 2020-10-24 03:00:57,512 - mmaction - INFO - Epoch [33][640/1492] lr: 1.000e-02, eta: 1 day, 8:47:32, time: 1.083, data_time: 0.014, memory: 5812, loss_cls: 6.5291, loss: 6.5291, grad_norm: 4.7219 2020-10-24 03:01:19,353 - mmaction - INFO - Epoch [33][660/1492] lr: 1.000e-02, eta: 1 day, 8:47:05, time: 1.092, data_time: 0.013, memory: 5812, loss_cls: 6.7373, loss: 6.7373, grad_norm: 4.8995 2020-10-24 03:01:40,630 - mmaction - INFO - Epoch [33][680/1492] lr: 1.000e-02, eta: 1 day, 8:46:38, time: 1.064, data_time: 0.003, memory: 5812, loss_cls: 6.7516, loss: 6.7516, grad_norm: 4.9051 2020-10-24 03:02:01,565 - mmaction - INFO - Epoch [33][700/1492] lr: 1.000e-02, eta: 1 day, 8:46:09, time: 1.047, data_time: 0.003, memory: 5812, loss_cls: 6.6254, loss: 6.6254, grad_norm: 4.8680 2020-10-24 03:02:22,566 - mmaction - INFO - Epoch [33][720/1492] lr: 1.000e-02, eta: 1 day, 8:45:40, time: 1.045, data_time: 0.001, memory: 5812, loss_cls: 6.5251, loss: 6.5251, grad_norm: 4.7788 2020-10-24 03:02:44,442 - mmaction - INFO - Epoch [33][740/1492] lr: 1.000e-02, eta: 1 day, 8:45:14, time: 1.098, data_time: 0.007, memory: 5812, loss_cls: 6.6361, loss: 6.6361, grad_norm: 4.9050 2020-10-24 03:03:06,075 - mmaction - INFO - Epoch [33][760/1492] lr: 1.000e-02, eta: 1 day, 8:44:47, time: 1.082, data_time: 0.002, memory: 5812, loss_cls: 6.6489, loss: 6.6489, grad_norm: 4.8647 2020-10-24 03:03:26,802 - mmaction - INFO - Epoch [33][780/1492] lr: 1.000e-02, eta: 1 day, 8:44:18, time: 1.036, data_time: 0.004, memory: 5812, loss_cls: 6.5632, loss: 6.5632, grad_norm: 4.8421 2020-10-24 03:03:48,092 - mmaction - INFO - Epoch [33][800/1492] lr: 1.000e-02, eta: 1 day, 8:43:50, time: 1.062, data_time: 0.003, memory: 5812, loss_cls: 6.6343, loss: 6.6343, grad_norm: 4.8891 2020-10-24 03:04:08,743 - mmaction - INFO - Epoch [33][820/1492] lr: 1.000e-02, eta: 1 day, 8:43:21, time: 1.031, data_time: 0.005, memory: 5812, loss_cls: 6.6432, loss: 6.6432, grad_norm: 4.8458 2020-10-24 03:04:29,316 - mmaction - INFO - Epoch [33][840/1492] lr: 1.000e-02, eta: 1 day, 8:42:52, time: 1.031, data_time: 0.006, memory: 5812, loss_cls: 6.5437, loss: 6.5437, grad_norm: 4.7182 2020-10-24 03:04:50,984 - mmaction - INFO - Epoch [33][860/1492] lr: 1.000e-02, eta: 1 day, 8:42:25, time: 1.085, data_time: 0.007, memory: 5812, loss_cls: 6.6071, loss: 6.6071, grad_norm: 4.8621 2020-10-24 03:05:13,068 - mmaction - INFO - Epoch [33][880/1492] lr: 1.000e-02, eta: 1 day, 8:41:58, time: 1.103, data_time: 0.001, memory: 5812, loss_cls: 6.5788, loss: 6.5788, grad_norm: 4.9294 2020-10-24 03:05:33,731 - mmaction - INFO - Epoch [33][900/1492] lr: 1.000e-02, eta: 1 day, 8:41:29, time: 1.034, data_time: 0.002, memory: 5812, loss_cls: 6.5807, loss: 6.5807, grad_norm: 4.8403 2020-10-24 03:05:54,781 - mmaction - INFO - Epoch [33][920/1492] lr: 1.000e-02, eta: 1 day, 8:41:01, time: 1.050, data_time: 0.001, memory: 5812, loss_cls: 6.4838, loss: 6.4838, grad_norm: 4.7226 2020-10-24 03:06:15,594 - mmaction - INFO - Epoch [33][940/1492] lr: 1.000e-02, eta: 1 day, 8:40:32, time: 1.043, data_time: 0.005, memory: 5812, loss_cls: 6.6691, loss: 6.6691, grad_norm: 4.8445 2020-10-24 03:06:36,449 - mmaction - INFO - Epoch [33][960/1492] lr: 1.000e-02, eta: 1 day, 8:40:04, time: 1.043, data_time: 0.002, memory: 5812, loss_cls: 6.6413, loss: 6.6413, grad_norm: 4.8688 2020-10-24 03:06:56,890 - mmaction - INFO - Epoch [33][980/1492] lr: 1.000e-02, eta: 1 day, 8:39:34, time: 1.022, data_time: 0.001, memory: 5812, loss_cls: 6.5637, loss: 6.5637, grad_norm: 4.7305 2020-10-24 03:07:18,565 - mmaction - INFO - Epoch [33][1000/1492] lr: 1.000e-02, eta: 1 day, 8:39:07, time: 1.084, data_time: 0.002, memory: 5812, loss_cls: 6.6944, loss: 6.6944, grad_norm: 4.8369 2020-10-24 03:07:39,842 - mmaction - INFO - Epoch [33][1020/1492] lr: 1.000e-02, eta: 1 day, 8:38:39, time: 1.060, data_time: 0.002, memory: 5812, loss_cls: 6.6222, loss: 6.6222, grad_norm: 4.7443 2020-10-24 03:08:02,433 - mmaction - INFO - Epoch [33][1040/1492] lr: 1.000e-02, eta: 1 day, 8:38:14, time: 1.133, data_time: 0.006, memory: 5812, loss_cls: 6.6813, loss: 6.6813, grad_norm: 4.7620 2020-10-24 03:08:23,354 - mmaction - INFO - Epoch [33][1060/1492] lr: 1.000e-02, eta: 1 day, 8:37:46, time: 1.046, data_time: 0.002, memory: 5812, loss_cls: 6.5454, loss: 6.5454, grad_norm: 4.8403 2020-10-24 03:08:44,925 - mmaction - INFO - Epoch [33][1080/1492] lr: 1.000e-02, eta: 1 day, 8:37:19, time: 1.077, data_time: 0.003, memory: 5812, loss_cls: 6.6488, loss: 6.6488, grad_norm: 4.7890 2020-10-24 03:09:07,208 - mmaction - INFO - Epoch [33][1100/1492] lr: 1.000e-02, eta: 1 day, 8:36:53, time: 1.114, data_time: 0.004, memory: 5812, loss_cls: 6.5182, loss: 6.5182, grad_norm: 4.7136 2020-10-24 03:09:28,776 - mmaction - INFO - Epoch [33][1120/1492] lr: 1.000e-02, eta: 1 day, 8:36:26, time: 1.080, data_time: 0.003, memory: 5812, loss_cls: 6.6697, loss: 6.6697, grad_norm: 4.8591 2020-10-24 03:09:50,698 - mmaction - INFO - Epoch [33][1140/1492] lr: 1.000e-02, eta: 1 day, 8:35:59, time: 1.094, data_time: 0.001, memory: 5812, loss_cls: 6.4941, loss: 6.4941, grad_norm: 4.9068 2020-10-24 03:10:11,355 - mmaction - INFO - Epoch [33][1160/1492] lr: 1.000e-02, eta: 1 day, 8:35:30, time: 1.035, data_time: 0.005, memory: 5812, loss_cls: 6.6250, loss: 6.6250, grad_norm: 4.7450 2020-10-24 03:10:33,310 - mmaction - INFO - Epoch [33][1180/1492] lr: 1.000e-02, eta: 1 day, 8:35:04, time: 1.097, data_time: 0.003, memory: 5812, loss_cls: 6.5693, loss: 6.5693, grad_norm: 4.8043 2020-10-24 03:10:54,325 - mmaction - INFO - Epoch [33][1200/1492] lr: 1.000e-02, eta: 1 day, 8:34:36, time: 1.051, data_time: 0.004, memory: 5812, loss_cls: 6.5537, loss: 6.5537, grad_norm: 4.8186 2020-10-24 03:11:15,799 - mmaction - INFO - Epoch [33][1220/1492] lr: 1.000e-02, eta: 1 day, 8:34:08, time: 1.073, data_time: 0.002, memory: 5812, loss_cls: 6.5824, loss: 6.5824, grad_norm: 4.8719 2020-10-24 03:11:37,791 - mmaction - INFO - Epoch [33][1240/1492] lr: 1.000e-02, eta: 1 day, 8:33:42, time: 1.093, data_time: 0.003, memory: 5812, loss_cls: 6.5352, loss: 6.5352, grad_norm: 4.8526 2020-10-24 03:11:59,365 - mmaction - INFO - Epoch [33][1260/1492] lr: 1.000e-02, eta: 1 day, 8:33:15, time: 1.078, data_time: 0.011, memory: 5812, loss_cls: 6.6835, loss: 6.6835, grad_norm: 4.8497 2020-10-24 03:12:20,303 - mmaction - INFO - Epoch [33][1280/1492] lr: 1.000e-02, eta: 1 day, 8:32:47, time: 1.054, data_time: 0.012, memory: 5812, loss_cls: 6.6209, loss: 6.6209, grad_norm: 4.8205 2020-10-24 03:12:41,630 - mmaction - INFO - Epoch [33][1300/1492] lr: 1.000e-02, eta: 1 day, 8:32:19, time: 1.068, data_time: 0.002, memory: 5812, loss_cls: 6.6403, loss: 6.6403, grad_norm: 4.7971 2020-10-24 03:13:02,020 - mmaction - INFO - Epoch [33][1320/1492] lr: 1.000e-02, eta: 1 day, 8:31:49, time: 1.016, data_time: 0.001, memory: 5812, loss_cls: 6.7340, loss: 6.7340, grad_norm: 4.8538 2020-10-24 03:13:24,106 - mmaction - INFO - Epoch [33][1340/1492] lr: 1.000e-02, eta: 1 day, 8:31:23, time: 1.096, data_time: 0.006, memory: 5812, loss_cls: 6.7158, loss: 6.7158, grad_norm: 4.8756 2020-10-24 03:13:44,769 - mmaction - INFO - Epoch [33][1360/1492] lr: 1.000e-02, eta: 1 day, 8:30:54, time: 1.035, data_time: 0.013, memory: 5812, loss_cls: 6.6201, loss: 6.6201, grad_norm: 4.8509 2020-10-24 03:14:05,130 - mmaction - INFO - Epoch [33][1380/1492] lr: 1.000e-02, eta: 1 day, 8:30:25, time: 1.027, data_time: 0.010, memory: 5812, loss_cls: 6.8190, loss: 6.8190, grad_norm: 4.9518 2020-10-24 03:14:25,723 - mmaction - INFO - Epoch [33][1400/1492] lr: 1.000e-02, eta: 1 day, 8:29:56, time: 1.022, data_time: 0.001, memory: 5812, loss_cls: 6.6261, loss: 6.6261, grad_norm: 4.6806 2020-10-24 03:14:47,422 - mmaction - INFO - Epoch [33][1420/1492] lr: 1.000e-02, eta: 1 day, 8:29:29, time: 1.089, data_time: 0.010, memory: 5812, loss_cls: 6.6897, loss: 6.6897, grad_norm: 4.7571 2020-10-24 03:15:08,891 - mmaction - INFO - Epoch [33][1440/1492] lr: 1.000e-02, eta: 1 day, 8:29:02, time: 1.077, data_time: 0.005, memory: 5812, loss_cls: 6.5303, loss: 6.5303, grad_norm: 4.7513 2020-10-24 03:15:30,296 - mmaction - INFO - Epoch [33][1460/1492] lr: 1.000e-02, eta: 1 day, 8:28:34, time: 1.060, data_time: 0.001, memory: 5812, loss_cls: 6.5959, loss: 6.5959, grad_norm: 4.8352 2020-10-24 03:15:50,920 - mmaction - INFO - Epoch [33][1480/1492] lr: 1.000e-02, eta: 1 day, 8:28:05, time: 1.041, data_time: 0.013, memory: 5812, loss_cls: 6.7380, loss: 6.7380, grad_norm: 4.8564 2020-10-24 03:16:39,205 - mmaction - INFO - Epoch [34][20/1492] lr: 1.000e-02, eta: 1 day, 8:27:24, time: 1.763, data_time: 1.245, memory: 5812, loss_cls: 6.4994, loss: 6.4994, grad_norm: 4.6964 2020-10-24 03:17:00,737 - mmaction - INFO - Epoch [34][40/1492] lr: 1.000e-02, eta: 1 day, 8:26:56, time: 1.077, data_time: 0.451, memory: 5812, loss_cls: 6.6254, loss: 6.6254, grad_norm: 4.8202 2020-10-24 03:17:22,539 - mmaction - INFO - Epoch [34][60/1492] lr: 1.000e-02, eta: 1 day, 8:26:30, time: 1.092, data_time: 0.485, memory: 5812, loss_cls: 6.4686, loss: 6.4686, grad_norm: 4.7296 2020-10-24 03:17:44,135 - mmaction - INFO - Epoch [34][80/1492] lr: 1.000e-02, eta: 1 day, 8:26:03, time: 1.073, data_time: 0.493, memory: 5812, loss_cls: 6.6300, loss: 6.6300, grad_norm: 4.8429 2020-10-24 03:18:05,907 - mmaction - INFO - Epoch [34][100/1492] lr: 1.000e-02, eta: 1 day, 8:25:36, time: 1.090, data_time: 0.502, memory: 5812, loss_cls: 6.6784, loss: 6.6784, grad_norm: 4.8944 2020-10-24 03:18:27,964 - mmaction - INFO - Epoch [34][120/1492] lr: 1.000e-02, eta: 1 day, 8:25:10, time: 1.106, data_time: 0.503, memory: 5812, loss_cls: 6.5746, loss: 6.5746, grad_norm: 4.7610 2020-10-24 03:18:50,037 - mmaction - INFO - Epoch [34][140/1492] lr: 1.000e-02, eta: 1 day, 8:24:44, time: 1.108, data_time: 0.504, memory: 5812, loss_cls: 6.5652, loss: 6.5652, grad_norm: 4.8307 2020-10-24 03:19:11,367 - mmaction - INFO - Epoch [34][160/1492] lr: 1.000e-02, eta: 1 day, 8:24:17, time: 1.066, data_time: 0.486, memory: 5812, loss_cls: 6.5859, loss: 6.5859, grad_norm: 4.8735 2020-10-24 03:19:32,703 - mmaction - INFO - Epoch [34][180/1492] lr: 1.000e-02, eta: 1 day, 8:23:49, time: 1.063, data_time: 0.460, memory: 5812, loss_cls: 6.6494, loss: 6.6494, grad_norm: 4.8985 2020-10-24 03:19:53,974 - mmaction - INFO - Epoch [34][200/1492] lr: 1.000e-02, eta: 1 day, 8:23:21, time: 1.060, data_time: 0.473, memory: 5812, loss_cls: 6.6301, loss: 6.6301, grad_norm: 4.7849 2020-10-24 03:20:15,422 - mmaction - INFO - Epoch [34][220/1492] lr: 1.000e-02, eta: 1 day, 8:22:54, time: 1.077, data_time: 0.478, memory: 5812, loss_cls: 6.7151, loss: 6.7151, grad_norm: 4.9356 2020-10-24 03:20:37,914 - mmaction - INFO - Epoch [34][240/1492] lr: 1.000e-02, eta: 1 day, 8:22:29, time: 1.123, data_time: 0.524, memory: 5812, loss_cls: 6.7709, loss: 6.7709, grad_norm: 4.9601 2020-10-24 03:20:59,720 - mmaction - INFO - Epoch [34][260/1492] lr: 1.000e-02, eta: 1 day, 8:22:02, time: 1.080, data_time: 0.488, memory: 5812, loss_cls: 6.5824, loss: 6.5824, grad_norm: 4.7628 2020-10-24 03:21:21,083 - mmaction - INFO - Epoch [34][280/1492] lr: 1.000e-02, eta: 1 day, 8:21:35, time: 1.073, data_time: 0.487, memory: 5812, loss_cls: 6.5170, loss: 6.5170, grad_norm: 4.7252 2020-10-24 03:21:42,807 - mmaction - INFO - Epoch [34][300/1492] lr: 1.000e-02, eta: 1 day, 8:21:08, time: 1.086, data_time: 0.497, memory: 5812, loss_cls: 6.5245, loss: 6.5245, grad_norm: 4.7503 2020-10-24 03:22:04,052 - mmaction - INFO - Epoch [34][320/1492] lr: 1.000e-02, eta: 1 day, 8:20:41, time: 1.071, data_time: 0.473, memory: 5812, loss_cls: 6.6148, loss: 6.6148, grad_norm: 4.8946 2020-10-24 03:22:25,100 - mmaction - INFO - Epoch [34][340/1492] lr: 1.000e-02, eta: 1 day, 8:20:13, time: 1.052, data_time: 0.453, memory: 5812, loss_cls: 6.7818, loss: 6.7818, grad_norm: 4.8868 2020-10-24 03:22:46,693 - mmaction - INFO - Epoch [34][360/1492] lr: 1.000e-02, eta: 1 day, 8:19:46, time: 1.080, data_time: 0.484, memory: 5812, loss_cls: 6.6245, loss: 6.6245, grad_norm: 4.7430 2020-10-24 03:23:08,218 - mmaction - INFO - Epoch [34][380/1492] lr: 1.000e-02, eta: 1 day, 8:19:19, time: 1.074, data_time: 0.480, memory: 5812, loss_cls: 6.5087, loss: 6.5087, grad_norm: 4.8430 2020-10-24 03:23:29,962 - mmaction - INFO - Epoch [34][400/1492] lr: 1.000e-02, eta: 1 day, 8:18:52, time: 1.087, data_time: 0.483, memory: 5812, loss_cls: 6.5760, loss: 6.5760, grad_norm: 4.7862 2020-10-24 03:23:52,031 - mmaction - INFO - Epoch [34][420/1492] lr: 1.000e-02, eta: 1 day, 8:18:26, time: 1.106, data_time: 0.463, memory: 5812, loss_cls: 6.4652, loss: 6.4652, grad_norm: 4.7828 2020-10-24 03:24:13,517 - mmaction - INFO - Epoch [34][440/1492] lr: 1.000e-02, eta: 1 day, 8:17:59, time: 1.072, data_time: 0.452, memory: 5812, loss_cls: 6.5958, loss: 6.5958, grad_norm: 4.8129 2020-10-24 03:24:34,996 - mmaction - INFO - Epoch [34][460/1492] lr: 1.000e-02, eta: 1 day, 8:17:32, time: 1.074, data_time: 0.486, memory: 5812, loss_cls: 6.5907, loss: 6.5907, grad_norm: 4.8472 2020-10-24 03:24:56,344 - mmaction - INFO - Epoch [34][480/1492] lr: 1.000e-02, eta: 1 day, 8:17:04, time: 1.063, data_time: 0.479, memory: 5812, loss_cls: 6.5333, loss: 6.5333, grad_norm: 4.8297 2020-10-24 03:25:17,777 - mmaction - INFO - Epoch [34][500/1492] lr: 1.000e-02, eta: 1 day, 8:16:37, time: 1.075, data_time: 0.410, memory: 5812, loss_cls: 6.5509, loss: 6.5509, grad_norm: 4.8553 2020-10-24 03:25:40,111 - mmaction - INFO - Epoch [34][520/1492] lr: 1.000e-02, eta: 1 day, 8:16:12, time: 1.114, data_time: 0.352, memory: 5812, loss_cls: 6.6012, loss: 6.6012, grad_norm: 4.8276 2020-10-24 03:26:01,513 - mmaction - INFO - Epoch [34][540/1492] lr: 1.000e-02, eta: 1 day, 8:15:45, time: 1.075, data_time: 0.273, memory: 5812, loss_cls: 6.5540, loss: 6.5540, grad_norm: 4.7466 2020-10-24 03:26:23,781 - mmaction - INFO - Epoch [34][560/1492] lr: 1.000e-02, eta: 1 day, 8:15:19, time: 1.112, data_time: 0.288, memory: 5812, loss_cls: 6.5304, loss: 6.5304, grad_norm: 4.7761 2020-10-24 03:26:45,199 - mmaction - INFO - Epoch [34][580/1492] lr: 1.000e-02, eta: 1 day, 8:14:52, time: 1.068, data_time: 0.022, memory: 5812, loss_cls: 6.6839, loss: 6.6839, grad_norm: 4.8616 2020-10-24 03:27:06,751 - mmaction - INFO - Epoch [34][600/1492] lr: 1.000e-02, eta: 1 day, 8:14:25, time: 1.081, data_time: 0.078, memory: 5812, loss_cls: 6.6301, loss: 6.6301, grad_norm: 4.7985 2020-10-24 03:27:29,032 - mmaction - INFO - Epoch [34][620/1492] lr: 1.000e-02, eta: 1 day, 8:13:59, time: 1.115, data_time: 0.106, memory: 5812, loss_cls: 6.5902, loss: 6.5902, grad_norm: 4.7750 2020-10-24 03:27:49,533 - mmaction - INFO - Epoch [34][640/1492] lr: 1.000e-02, eta: 1 day, 8:13:30, time: 1.025, data_time: 0.004, memory: 5812, loss_cls: 6.5608, loss: 6.5608, grad_norm: 4.8223 2020-10-24 03:28:11,324 - mmaction - INFO - Epoch [34][660/1492] lr: 1.000e-02, eta: 1 day, 8:13:04, time: 1.088, data_time: 0.002, memory: 5812, loss_cls: 6.5018, loss: 6.5018, grad_norm: 4.8108 2020-10-24 03:28:33,188 - mmaction - INFO - Epoch [34][680/1492] lr: 1.000e-02, eta: 1 day, 8:12:37, time: 1.089, data_time: 0.005, memory: 5812, loss_cls: 6.5557, loss: 6.5557, grad_norm: 4.7387 2020-10-24 03:28:54,608 - mmaction - INFO - Epoch [34][700/1492] lr: 1.000e-02, eta: 1 day, 8:12:10, time: 1.075, data_time: 0.009, memory: 5812, loss_cls: 6.4996, loss: 6.4996, grad_norm: 4.7437 2020-10-24 03:29:16,899 - mmaction - INFO - Epoch [34][720/1492] lr: 1.000e-02, eta: 1 day, 8:11:45, time: 1.116, data_time: 0.006, memory: 5812, loss_cls: 6.6013, loss: 6.6013, grad_norm: 4.7911 2020-10-24 03:29:37,923 - mmaction - INFO - Epoch [34][740/1492] lr: 1.000e-02, eta: 1 day, 8:11:17, time: 1.049, data_time: 0.003, memory: 5812, loss_cls: 6.5981, loss: 6.5981, grad_norm: 4.8623 2020-10-24 03:29:59,768 - mmaction - INFO - Epoch [34][760/1492] lr: 1.000e-02, eta: 1 day, 8:10:50, time: 1.090, data_time: 0.005, memory: 5812, loss_cls: 6.6336, loss: 6.6336, grad_norm: 4.8621 2020-10-24 03:30:21,747 - mmaction - INFO - Epoch [34][780/1492] lr: 1.000e-02, eta: 1 day, 8:10:24, time: 1.103, data_time: 0.012, memory: 5812, loss_cls: 6.6749, loss: 6.6749, grad_norm: 4.8386 2020-10-24 03:30:43,093 - mmaction - INFO - Epoch [34][800/1492] lr: 1.000e-02, eta: 1 day, 8:09:57, time: 1.068, data_time: 0.003, memory: 5812, loss_cls: 6.5777, loss: 6.5777, grad_norm: 4.8416 2020-10-24 03:31:04,436 - mmaction - INFO - Epoch [34][820/1492] lr: 1.000e-02, eta: 1 day, 8:09:30, time: 1.068, data_time: 0.006, memory: 5812, loss_cls: 6.6184, loss: 6.6184, grad_norm: 4.8858 2020-10-24 03:31:25,703 - mmaction - INFO - Epoch [34][840/1492] lr: 1.000e-02, eta: 1 day, 8:09:02, time: 1.063, data_time: 0.003, memory: 5812, loss_cls: 6.6578, loss: 6.6578, grad_norm: 4.8508 2020-10-24 03:31:47,788 - mmaction - INFO - Epoch [34][860/1492] lr: 1.000e-02, eta: 1 day, 8:08:36, time: 1.091, data_time: 0.002, memory: 5812, loss_cls: 6.6285, loss: 6.6285, grad_norm: 4.7735 2020-10-24 03:32:08,931 - mmaction - INFO - Epoch [34][880/1492] lr: 1.000e-02, eta: 1 day, 8:08:08, time: 1.066, data_time: 0.018, memory: 5812, loss_cls: 6.6836, loss: 6.6836, grad_norm: 4.9374 2020-10-24 03:32:30,273 - mmaction - INFO - Epoch [34][900/1492] lr: 1.000e-02, eta: 1 day, 8:07:41, time: 1.069, data_time: 0.008, memory: 5812, loss_cls: 6.4754, loss: 6.4754, grad_norm: 4.7579 2020-10-24 03:32:51,841 - mmaction - INFO - Epoch [34][920/1492] lr: 1.000e-02, eta: 1 day, 8:07:14, time: 1.070, data_time: 0.006, memory: 5812, loss_cls: 6.5581, loss: 6.5581, grad_norm: 4.8233 2020-10-24 03:33:13,302 - mmaction - INFO - Epoch [34][940/1492] lr: 1.000e-02, eta: 1 day, 8:06:47, time: 1.082, data_time: 0.013, memory: 5812, loss_cls: 6.6702, loss: 6.6702, grad_norm: 4.8939 2020-10-24 03:33:35,149 - mmaction - INFO - Epoch [34][960/1492] lr: 1.000e-02, eta: 1 day, 8:06:21, time: 1.088, data_time: 0.005, memory: 5812, loss_cls: 6.5866, loss: 6.5866, grad_norm: 4.7758 2020-10-24 03:33:56,166 - mmaction - INFO - Epoch [34][980/1492] lr: 1.000e-02, eta: 1 day, 8:05:53, time: 1.054, data_time: 0.009, memory: 5812, loss_cls: 6.5724, loss: 6.5724, grad_norm: 4.7364 2020-10-24 03:34:17,682 - mmaction - INFO - Epoch [34][1000/1492] lr: 1.000e-02, eta: 1 day, 8:05:26, time: 1.078, data_time: 0.007, memory: 5812, loss_cls: 6.5508, loss: 6.5508, grad_norm: 4.8589 2020-10-24 03:34:39,574 - mmaction - INFO - Epoch [34][1020/1492] lr: 1.000e-02, eta: 1 day, 8:05:00, time: 1.095, data_time: 0.003, memory: 5812, loss_cls: 6.6539, loss: 6.6539, grad_norm: 4.8505 2020-10-24 03:35:01,224 - mmaction - INFO - Epoch [34][1040/1492] lr: 1.000e-02, eta: 1 day, 8:04:33, time: 1.079, data_time: 0.005, memory: 5812, loss_cls: 6.4768, loss: 6.4768, grad_norm: 4.7521 2020-10-24 03:35:22,201 - mmaction - INFO - Epoch [34][1060/1492] lr: 1.000e-02, eta: 1 day, 8:04:05, time: 1.046, data_time: 0.009, memory: 5812, loss_cls: 6.6191, loss: 6.6191, grad_norm: 4.7715 2020-10-24 03:35:44,028 - mmaction - INFO - Epoch [34][1080/1492] lr: 1.000e-02, eta: 1 day, 8:03:39, time: 1.091, data_time: 0.010, memory: 5812, loss_cls: 6.7368, loss: 6.7368, grad_norm: 4.8264 2020-10-24 03:36:05,792 - mmaction - INFO - Epoch [34][1100/1492] lr: 1.000e-02, eta: 1 day, 8:03:12, time: 1.093, data_time: 0.010, memory: 5812, loss_cls: 6.6751, loss: 6.6751, grad_norm: 4.8770 2020-10-24 03:36:27,146 - mmaction - INFO - Epoch [34][1120/1492] lr: 1.000e-02, eta: 1 day, 8:02:45, time: 1.067, data_time: 0.004, memory: 5812, loss_cls: 6.5560, loss: 6.5560, grad_norm: 4.8261 2020-10-24 03:36:48,994 - mmaction - INFO - Epoch [34][1140/1492] lr: 1.000e-02, eta: 1 day, 8:02:19, time: 1.091, data_time: 0.006, memory: 5812, loss_cls: 6.6645, loss: 6.6645, grad_norm: 4.8029 2020-10-24 03:37:10,793 - mmaction - INFO - Epoch [34][1160/1492] lr: 1.000e-02, eta: 1 day, 8:01:52, time: 1.086, data_time: 0.007, memory: 5812, loss_cls: 6.6695, loss: 6.6695, grad_norm: 4.8429 2020-10-24 03:37:32,431 - mmaction - INFO - Epoch [34][1180/1492] lr: 1.000e-02, eta: 1 day, 8:01:25, time: 1.081, data_time: 0.011, memory: 5812, loss_cls: 6.5328, loss: 6.5328, grad_norm: 4.7674 2020-10-24 03:37:53,175 - mmaction - INFO - Epoch [34][1200/1492] lr: 1.000e-02, eta: 1 day, 8:00:57, time: 1.044, data_time: 0.011, memory: 5812, loss_cls: 6.5650, loss: 6.5650, grad_norm: 4.7596 2020-10-24 03:38:14,803 - mmaction - INFO - Epoch [34][1220/1492] lr: 1.000e-02, eta: 1 day, 8:00:30, time: 1.077, data_time: 0.006, memory: 5812, loss_cls: 6.6323, loss: 6.6323, grad_norm: 4.9799 2020-10-24 03:38:37,102 - mmaction - INFO - Epoch [34][1240/1492] lr: 1.000e-02, eta: 1 day, 8:00:05, time: 1.119, data_time: 0.008, memory: 5812, loss_cls: 6.5547, loss: 6.5547, grad_norm: 4.7193 2020-10-24 03:38:58,900 - mmaction - INFO - Epoch [34][1260/1492] lr: 1.000e-02, eta: 1 day, 7:59:39, time: 1.087, data_time: 0.006, memory: 5812, loss_cls: 6.6932, loss: 6.6932, grad_norm: 4.9173 2020-10-24 03:39:20,478 - mmaction - INFO - Epoch [34][1280/1492] lr: 1.000e-02, eta: 1 day, 7:59:12, time: 1.073, data_time: 0.008, memory: 5812, loss_cls: 6.6808, loss: 6.6808, grad_norm: 4.8386 2020-10-24 03:39:41,886 - mmaction - INFO - Epoch [34][1300/1492] lr: 1.000e-02, eta: 1 day, 7:58:45, time: 1.080, data_time: 0.013, memory: 5812, loss_cls: 6.6349, loss: 6.6349, grad_norm: 4.8536 2020-10-24 03:40:03,112 - mmaction - INFO - Epoch [34][1320/1492] lr: 1.000e-02, eta: 1 day, 7:58:18, time: 1.059, data_time: 0.004, memory: 5812, loss_cls: 6.6608, loss: 6.6608, grad_norm: 4.8903 2020-10-24 03:40:24,712 - mmaction - INFO - Epoch [34][1340/1492] lr: 1.000e-02, eta: 1 day, 7:57:51, time: 1.082, data_time: 0.005, memory: 5812, loss_cls: 6.6424, loss: 6.6424, grad_norm: 4.8218 2020-10-24 03:40:46,375 - mmaction - INFO - Epoch [34][1360/1492] lr: 1.000e-02, eta: 1 day, 7:57:24, time: 1.082, data_time: 0.004, memory: 5812, loss_cls: 6.5490, loss: 6.5490, grad_norm: 4.8063 2020-10-24 03:41:07,813 - mmaction - INFO - Epoch [34][1380/1492] lr: 1.000e-02, eta: 1 day, 7:56:57, time: 1.061, data_time: 0.002, memory: 5812, loss_cls: 6.6265, loss: 6.6265, grad_norm: 4.8568 2020-10-24 03:41:29,719 - mmaction - INFO - Epoch [34][1400/1492] lr: 1.000e-02, eta: 1 day, 7:56:31, time: 1.103, data_time: 0.013, memory: 5812, loss_cls: 6.6585, loss: 6.6585, grad_norm: 4.8105 2020-10-24 03:41:50,836 - mmaction - INFO - Epoch [34][1420/1492] lr: 1.000e-02, eta: 1 day, 7:56:03, time: 1.052, data_time: 0.006, memory: 5812, loss_cls: 6.6497, loss: 6.6497, grad_norm: 4.8670 2020-10-24 03:42:11,993 - mmaction - INFO - Epoch [34][1440/1492] lr: 1.000e-02, eta: 1 day, 7:55:36, time: 1.064, data_time: 0.009, memory: 5812, loss_cls: 6.7263, loss: 6.7263, grad_norm: 4.8563 2020-10-24 03:42:33,489 - mmaction - INFO - Epoch [34][1460/1492] lr: 1.000e-02, eta: 1 day, 7:55:09, time: 1.074, data_time: 0.004, memory: 5812, loss_cls: 6.5239, loss: 6.5239, grad_norm: 4.8828 2020-10-24 03:42:55,742 - mmaction - INFO - Epoch [34][1480/1492] lr: 1.000e-02, eta: 1 day, 7:54:43, time: 1.105, data_time: 0.006, memory: 5812, loss_cls: 6.5689, loss: 6.5689, grad_norm: 4.7954 2020-10-24 03:43:45,036 - mmaction - INFO - Epoch [35][20/1492] lr: 1.000e-02, eta: 1 day, 7:54:04, time: 1.823, data_time: 1.167, memory: 5812, loss_cls: 6.5470, loss: 6.5470, grad_norm: 4.7398 2020-10-24 03:44:08,290 - mmaction - INFO - Epoch [35][40/1492] lr: 1.000e-02, eta: 1 day, 7:53:41, time: 1.162, data_time: 0.563, memory: 5812, loss_cls: 6.6034, loss: 6.6034, grad_norm: 4.7214 2020-10-24 03:44:31,240 - mmaction - INFO - Epoch [35][60/1492] lr: 1.000e-02, eta: 1 day, 7:53:17, time: 1.148, data_time: 0.137, memory: 5812, loss_cls: 6.6069, loss: 6.6069, grad_norm: 4.7484 2020-10-24 03:44:52,918 - mmaction - INFO - Epoch [35][80/1492] lr: 1.000e-02, eta: 1 day, 7:52:50, time: 1.080, data_time: 0.005, memory: 5812, loss_cls: 6.4762, loss: 6.4762, grad_norm: 4.7429 2020-10-24 03:45:14,776 - mmaction - INFO - Epoch [35][100/1492] lr: 1.000e-02, eta: 1 day, 7:52:23, time: 1.084, data_time: 0.016, memory: 5812, loss_cls: 6.4672, loss: 6.4672, grad_norm: 4.6372 2020-10-24 03:45:36,741 - mmaction - INFO - Epoch [35][120/1492] lr: 1.000e-02, eta: 1 day, 7:51:58, time: 1.108, data_time: 0.015, memory: 5812, loss_cls: 6.4773, loss: 6.4773, grad_norm: 4.8039 2020-10-24 03:45:57,804 - mmaction - INFO - Epoch [35][140/1492] lr: 1.000e-02, eta: 1 day, 7:51:30, time: 1.049, data_time: 0.004, memory: 5812, loss_cls: 6.5770, loss: 6.5770, grad_norm: 4.8436 2020-10-24 03:46:19,048 - mmaction - INFO - Epoch [35][160/1492] lr: 1.000e-02, eta: 1 day, 7:51:03, time: 1.064, data_time: 0.011, memory: 5812, loss_cls: 6.5106, loss: 6.5106, grad_norm: 4.8262 2020-10-24 03:46:40,988 - mmaction - INFO - Epoch [35][180/1492] lr: 1.000e-02, eta: 1 day, 7:50:37, time: 1.099, data_time: 0.011, memory: 5812, loss_cls: 6.5893, loss: 6.5893, grad_norm: 4.8544 2020-10-24 03:47:01,996 - mmaction - INFO - Epoch [35][200/1492] lr: 1.000e-02, eta: 1 day, 7:50:09, time: 1.049, data_time: 0.005, memory: 5812, loss_cls: 6.5958, loss: 6.5958, grad_norm: 4.8304 2020-10-24 03:47:23,351 - mmaction - INFO - Epoch [35][220/1492] lr: 1.000e-02, eta: 1 day, 7:49:42, time: 1.073, data_time: 0.008, memory: 5812, loss_cls: 6.5467, loss: 6.5467, grad_norm: 4.8188 2020-10-24 03:47:44,906 - mmaction - INFO - Epoch [35][240/1492] lr: 1.000e-02, eta: 1 day, 7:49:15, time: 1.078, data_time: 0.004, memory: 5812, loss_cls: 6.6575, loss: 6.6575, grad_norm: 4.8872 2020-10-24 03:48:06,386 - mmaction - INFO - Epoch [35][260/1492] lr: 1.000e-02, eta: 1 day, 7:48:48, time: 1.065, data_time: 0.002, memory: 5812, loss_cls: 6.6462, loss: 6.6462, grad_norm: 4.7982 2020-10-24 03:48:27,688 - mmaction - INFO - Epoch [35][280/1492] lr: 1.000e-02, eta: 1 day, 7:48:21, time: 1.070, data_time: 0.011, memory: 5812, loss_cls: 6.3997, loss: 6.3997, grad_norm: 4.7647 2020-10-24 03:48:49,805 - mmaction - INFO - Epoch [35][300/1492] lr: 1.000e-02, eta: 1 day, 7:47:55, time: 1.098, data_time: 0.006, memory: 5812, loss_cls: 6.6163, loss: 6.6163, grad_norm: 4.7686 2020-10-24 03:49:10,792 - mmaction - INFO - Epoch [35][320/1492] lr: 1.000e-02, eta: 1 day, 7:47:28, time: 1.057, data_time: 0.014, memory: 5812, loss_cls: 6.5925, loss: 6.5925, grad_norm: 4.8852 2020-10-24 03:49:32,623 - mmaction - INFO - Epoch [35][340/1492] lr: 1.000e-02, eta: 1 day, 7:47:01, time: 1.082, data_time: 0.005, memory: 5812, loss_cls: 6.5076, loss: 6.5076, grad_norm: 4.8221 2020-10-24 03:49:53,896 - mmaction - INFO - Epoch [35][360/1492] lr: 1.000e-02, eta: 1 day, 7:46:34, time: 1.075, data_time: 0.015, memory: 5812, loss_cls: 6.6704, loss: 6.6704, grad_norm: 4.8780 2020-10-24 03:50:15,336 - mmaction - INFO - Epoch [35][380/1492] lr: 1.000e-02, eta: 1 day, 7:46:07, time: 1.068, data_time: 0.005, memory: 5812, loss_cls: 6.5297, loss: 6.5297, grad_norm: 4.8431 2020-10-24 03:50:36,803 - mmaction - INFO - Epoch [35][400/1492] lr: 1.000e-02, eta: 1 day, 7:45:40, time: 1.075, data_time: 0.009, memory: 5812, loss_cls: 6.6506, loss: 6.6506, grad_norm: 4.8241 2020-10-24 03:50:58,656 - mmaction - INFO - Epoch [35][420/1492] lr: 1.000e-02, eta: 1 day, 7:45:14, time: 1.098, data_time: 0.012, memory: 5812, loss_cls: 6.5903, loss: 6.5903, grad_norm: 4.8278 2020-10-24 03:51:19,755 - mmaction - INFO - Epoch [35][440/1492] lr: 1.000e-02, eta: 1 day, 7:44:47, time: 1.055, data_time: 0.001, memory: 5812, loss_cls: 6.5600, loss: 6.5600, grad_norm: 4.6967 2020-10-24 03:51:41,329 - mmaction - INFO - Epoch [35][460/1492] lr: 1.000e-02, eta: 1 day, 7:44:20, time: 1.071, data_time: 0.002, memory: 5812, loss_cls: 6.4268, loss: 6.4268, grad_norm: 4.7728 2020-10-24 03:52:03,124 - mmaction - INFO - Epoch [35][480/1492] lr: 1.000e-02, eta: 1 day, 7:43:54, time: 1.087, data_time: 0.008, memory: 5812, loss_cls: 6.5674, loss: 6.5674, grad_norm: 4.8593 2020-10-24 03:52:23,965 - mmaction - INFO - Epoch [35][500/1492] lr: 1.000e-02, eta: 1 day, 7:43:26, time: 1.051, data_time: 0.012, memory: 5812, loss_cls: 6.5439, loss: 6.5439, grad_norm: 4.8418 2020-10-24 03:52:45,851 - mmaction - INFO - Epoch [35][520/1492] lr: 1.000e-02, eta: 1 day, 7:43:00, time: 1.095, data_time: 0.003, memory: 5812, loss_cls: 6.5650, loss: 6.5650, grad_norm: 4.8109 2020-10-24 03:53:07,078 - mmaction - INFO - Epoch [35][540/1492] lr: 1.000e-02, eta: 1 day, 7:42:32, time: 1.053, data_time: 0.002, memory: 5812, loss_cls: 6.6513, loss: 6.6513, grad_norm: 4.8916 2020-10-24 03:53:28,810 - mmaction - INFO - Epoch [35][560/1492] lr: 1.000e-02, eta: 1 day, 7:42:06, time: 1.091, data_time: 0.012, memory: 5812, loss_cls: 6.6204, loss: 6.6204, grad_norm: 4.8900 2020-10-24 03:53:49,740 - mmaction - INFO - Epoch [35][580/1492] lr: 1.000e-02, eta: 1 day, 7:41:38, time: 1.047, data_time: 0.007, memory: 5812, loss_cls: 6.5352, loss: 6.5352, grad_norm: 4.7627 2020-10-24 03:54:11,452 - mmaction - INFO - Epoch [35][600/1492] lr: 1.000e-02, eta: 1 day, 7:41:12, time: 1.077, data_time: 0.006, memory: 5812, loss_cls: 6.5825, loss: 6.5825, grad_norm: 4.9334 2020-10-24 03:54:32,888 - mmaction - INFO - Epoch [35][620/1492] lr: 1.000e-02, eta: 1 day, 7:40:45, time: 1.083, data_time: 0.013, memory: 5812, loss_cls: 6.5907, loss: 6.5907, grad_norm: 4.8313 2020-10-24 03:54:53,658 - mmaction - INFO - Epoch [35][640/1492] lr: 1.000e-02, eta: 1 day, 7:40:17, time: 1.036, data_time: 0.003, memory: 5812, loss_cls: 6.5377, loss: 6.5377, grad_norm: 4.7689 2020-10-24 03:55:15,865 - mmaction - INFO - Epoch [35][660/1492] lr: 1.000e-02, eta: 1 day, 7:39:51, time: 1.101, data_time: 0.005, memory: 5812, loss_cls: 6.6579, loss: 6.6579, grad_norm: 4.8720 2020-10-24 03:55:37,105 - mmaction - INFO - Epoch [35][680/1492] lr: 1.000e-02, eta: 1 day, 7:39:24, time: 1.072, data_time: 0.015, memory: 5812, loss_cls: 6.6435, loss: 6.6435, grad_norm: 4.8358 2020-10-24 03:55:58,194 - mmaction - INFO - Epoch [35][700/1492] lr: 1.000e-02, eta: 1 day, 7:38:57, time: 1.056, data_time: 0.006, memory: 5812, loss_cls: 6.5021, loss: 6.5021, grad_norm: 4.8307 2020-10-24 03:56:19,202 - mmaction - INFO - Epoch [35][720/1492] lr: 1.000e-02, eta: 1 day, 7:38:29, time: 1.046, data_time: 0.002, memory: 5812, loss_cls: 6.6234, loss: 6.6234, grad_norm: 4.8760 2020-10-24 03:56:40,865 - mmaction - INFO - Epoch [35][740/1492] lr: 1.000e-02, eta: 1 day, 7:38:03, time: 1.085, data_time: 0.011, memory: 5812, loss_cls: 6.5720, loss: 6.5720, grad_norm: 4.8405 2020-10-24 03:57:03,019 - mmaction - INFO - Epoch [35][760/1492] lr: 1.000e-02, eta: 1 day, 7:37:37, time: 1.097, data_time: 0.005, memory: 5812, loss_cls: 6.6567, loss: 6.6567, grad_norm: 4.9497 2020-10-24 03:57:24,457 - mmaction - INFO - Epoch [35][780/1492] lr: 1.000e-02, eta: 1 day, 7:37:10, time: 1.074, data_time: 0.015, memory: 5812, loss_cls: 6.6235, loss: 6.6235, grad_norm: 4.7448 2020-10-24 03:57:45,766 - mmaction - INFO - Epoch [35][800/1492] lr: 1.000e-02, eta: 1 day, 7:36:43, time: 1.072, data_time: 0.013, memory: 5812, loss_cls: 6.6632, loss: 6.6632, grad_norm: 4.8251 2020-10-24 03:58:06,866 - mmaction - INFO - Epoch [35][820/1492] lr: 1.000e-02, eta: 1 day, 7:36:16, time: 1.059, data_time: 0.007, memory: 5812, loss_cls: 6.6821, loss: 6.6821, grad_norm: 4.9526 2020-10-24 03:58:27,930 - mmaction - INFO - Epoch [35][840/1492] lr: 1.000e-02, eta: 1 day, 7:35:48, time: 1.052, data_time: 0.005, memory: 5812, loss_cls: 6.8110, loss: 6.8110, grad_norm: 4.9106 2020-10-24 03:58:49,546 - mmaction - INFO - Epoch [35][860/1492] lr: 1.000e-02, eta: 1 day, 7:35:22, time: 1.084, data_time: 0.007, memory: 5812, loss_cls: 6.7264, loss: 6.7264, grad_norm: 4.8367 2020-10-24 03:59:11,113 - mmaction - INFO - Epoch [35][880/1492] lr: 1.000e-02, eta: 1 day, 7:34:55, time: 1.070, data_time: 0.001, memory: 5812, loss_cls: 6.5804, loss: 6.5804, grad_norm: 4.7984 2020-10-24 03:59:32,367 - mmaction - INFO - Epoch [35][900/1492] lr: 1.000e-02, eta: 1 day, 7:34:28, time: 1.061, data_time: 0.010, memory: 5812, loss_cls: 6.5941, loss: 6.5941, grad_norm: 4.8626 2020-10-24 03:59:53,396 - mmaction - INFO - Epoch [35][920/1492] lr: 1.000e-02, eta: 1 day, 7:34:00, time: 1.055, data_time: 0.015, memory: 5812, loss_cls: 6.6738, loss: 6.6738, grad_norm: 4.8205 2020-10-24 04:00:15,192 - mmaction - INFO - Epoch [35][940/1492] lr: 1.000e-02, eta: 1 day, 7:33:34, time: 1.094, data_time: 0.010, memory: 5812, loss_cls: 6.5132, loss: 6.5132, grad_norm: 4.7383 2020-10-24 04:00:36,170 - mmaction - INFO - Epoch [35][960/1492] lr: 1.000e-02, eta: 1 day, 7:33:06, time: 1.042, data_time: 0.001, memory: 5812, loss_cls: 6.4896, loss: 6.4896, grad_norm: 4.8189 2020-10-24 04:00:57,885 - mmaction - INFO - Epoch [35][980/1492] lr: 1.000e-02, eta: 1 day, 7:32:40, time: 1.093, data_time: 0.012, memory: 5812, loss_cls: 6.5245, loss: 6.5245, grad_norm: 4.7558 2020-10-24 04:01:19,553 - mmaction - INFO - Epoch [35][1000/1492] lr: 1.000e-02, eta: 1 day, 7:32:14, time: 1.079, data_time: 0.004, memory: 5812, loss_cls: 6.6447, loss: 6.6447, grad_norm: 4.8803 2020-10-24 04:01:41,133 - mmaction - INFO - Epoch [35][1020/1492] lr: 1.000e-02, eta: 1 day, 7:31:47, time: 1.083, data_time: 0.005, memory: 5812, loss_cls: 6.5404, loss: 6.5404, grad_norm: 4.7755 2020-10-24 04:02:02,310 - mmaction - INFO - Epoch [35][1040/1492] lr: 1.000e-02, eta: 1 day, 7:31:20, time: 1.050, data_time: 0.007, memory: 5812, loss_cls: 6.5590, loss: 6.5590, grad_norm: 4.7815 2020-10-24 04:02:23,544 - mmaction - INFO - Epoch [35][1060/1492] lr: 1.000e-02, eta: 1 day, 7:30:53, time: 1.067, data_time: 0.011, memory: 5812, loss_cls: 6.6720, loss: 6.6720, grad_norm: 4.8080 2020-10-24 04:02:45,215 - mmaction - INFO - Epoch [35][1080/1492] lr: 1.000e-02, eta: 1 day, 7:30:26, time: 1.082, data_time: 0.008, memory: 5812, loss_cls: 6.5298, loss: 6.5298, grad_norm: 4.8789 2020-10-24 04:03:06,573 - mmaction - INFO - Epoch [35][1100/1492] lr: 1.000e-02, eta: 1 day, 7:29:59, time: 1.069, data_time: 0.009, memory: 5812, loss_cls: 6.5349, loss: 6.5349, grad_norm: 4.7406 2020-10-24 04:03:28,182 - mmaction - INFO - Epoch [35][1120/1492] lr: 1.000e-02, eta: 1 day, 7:29:33, time: 1.085, data_time: 0.008, memory: 5812, loss_cls: 6.5490, loss: 6.5490, grad_norm: 4.8543 2020-10-24 04:03:49,501 - mmaction - INFO - Epoch [35][1140/1492] lr: 1.000e-02, eta: 1 day, 7:29:06, time: 1.063, data_time: 0.004, memory: 5812, loss_cls: 6.5979, loss: 6.5979, grad_norm: 4.8153 2020-10-24 04:04:10,959 - mmaction - INFO - Epoch [35][1160/1492] lr: 1.000e-02, eta: 1 day, 7:28:39, time: 1.073, data_time: 0.008, memory: 5812, loss_cls: 6.6918, loss: 6.6918, grad_norm: 4.8560 2020-10-24 04:04:31,767 - mmaction - INFO - Epoch [35][1180/1492] lr: 1.000e-02, eta: 1 day, 7:28:11, time: 1.041, data_time: 0.005, memory: 5812, loss_cls: 6.5921, loss: 6.5921, grad_norm: 4.7686 2020-10-24 04:04:52,928 - mmaction - INFO - Epoch [35][1200/1492] lr: 1.000e-02, eta: 1 day, 7:27:44, time: 1.053, data_time: 0.003, memory: 5812, loss_cls: 6.5044, loss: 6.5044, grad_norm: 4.7224 2020-10-24 04:05:14,116 - mmaction - INFO - Epoch [35][1220/1492] lr: 1.000e-02, eta: 1 day, 7:27:17, time: 1.067, data_time: 0.010, memory: 5812, loss_cls: 6.6160, loss: 6.6160, grad_norm: 4.8105 2020-10-24 04:05:35,499 - mmaction - INFO - Epoch [35][1240/1492] lr: 1.000e-02, eta: 1 day, 7:26:50, time: 1.067, data_time: 0.002, memory: 5812, loss_cls: 6.7184, loss: 6.7184, grad_norm: 4.9016 2020-10-24 04:05:57,300 - mmaction - INFO - Epoch [35][1260/1492] lr: 1.000e-02, eta: 1 day, 7:26:24, time: 1.092, data_time: 0.004, memory: 5812, loss_cls: 6.6295, loss: 6.6295, grad_norm: 4.8870 2020-10-24 04:06:18,305 - mmaction - INFO - Epoch [35][1280/1492] lr: 1.000e-02, eta: 1 day, 7:25:56, time: 1.045, data_time: 0.003, memory: 5812, loss_cls: 6.5926, loss: 6.5926, grad_norm: 4.6991 2020-10-24 04:06:39,977 - mmaction - INFO - Epoch [35][1300/1492] lr: 1.000e-02, eta: 1 day, 7:25:30, time: 1.089, data_time: 0.009, memory: 5812, loss_cls: 6.7872, loss: 6.7872, grad_norm: 4.9595 2020-10-24 04:07:00,817 - mmaction - INFO - Epoch [35][1320/1492] lr: 1.000e-02, eta: 1 day, 7:25:02, time: 1.040, data_time: 0.002, memory: 5812, loss_cls: 6.6501, loss: 6.6501, grad_norm: 4.7746 2020-10-24 04:07:22,147 - mmaction - INFO - Epoch [35][1340/1492] lr: 1.000e-02, eta: 1 day, 7:24:35, time: 1.062, data_time: 0.002, memory: 5812, loss_cls: 6.6314, loss: 6.6314, grad_norm: 4.7777 2020-10-24 04:07:43,258 - mmaction - INFO - Epoch [35][1360/1492] lr: 1.000e-02, eta: 1 day, 7:24:08, time: 1.059, data_time: 0.008, memory: 5812, loss_cls: 6.5187, loss: 6.5187, grad_norm: 4.7995 2020-10-24 04:08:04,974 - mmaction - INFO - Epoch [35][1380/1492] lr: 1.000e-02, eta: 1 day, 7:23:42, time: 1.086, data_time: 0.008, memory: 5812, loss_cls: 6.5886, loss: 6.5886, grad_norm: 4.8557 2020-10-24 04:08:26,897 - mmaction - INFO - Epoch [35][1400/1492] lr: 1.000e-02, eta: 1 day, 7:23:16, time: 1.096, data_time: 0.004, memory: 5812, loss_cls: 6.5685, loss: 6.5685, grad_norm: 4.8268 2020-10-24 04:08:47,962 - mmaction - INFO - Epoch [35][1420/1492] lr: 1.000e-02, eta: 1 day, 7:22:49, time: 1.053, data_time: 0.004, memory: 5812, loss_cls: 6.5249, loss: 6.5249, grad_norm: 4.7849 2020-10-24 04:09:09,398 - mmaction - INFO - Epoch [35][1440/1492] lr: 1.000e-02, eta: 1 day, 7:22:22, time: 1.070, data_time: 0.004, memory: 5812, loss_cls: 6.6685, loss: 6.6685, grad_norm: 4.8498 2020-10-24 04:09:31,086 - mmaction - INFO - Epoch [35][1460/1492] lr: 1.000e-02, eta: 1 day, 7:21:56, time: 1.084, data_time: 0.011, memory: 5812, loss_cls: 6.4973, loss: 6.4973, grad_norm: 4.7458 2020-10-24 04:09:52,075 - mmaction - INFO - Epoch [35][1480/1492] lr: 1.000e-02, eta: 1 day, 7:21:28, time: 1.052, data_time: 0.007, memory: 5812, loss_cls: 6.6591, loss: 6.6591, grad_norm: 4.8556 2020-10-24 04:10:04,603 - mmaction - INFO - Saving checkpoint at 35 epochs 2020-10-24 04:12:14,961 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-24 04:12:16,332 - mmaction - INFO - mean_average_precision 0.4612 2020-10-24 04:12:16,365 - mmaction - INFO - Epoch(val) [35][1492] mean_average_precision: 0.4612 2020-10-24 04:12:51,281 - mmaction - INFO - Epoch [36][20/1492] lr: 1.000e-02, eta: 1 day, 7:20:46, time: 1.742, data_time: 0.787, memory: 5812, loss_cls: 6.5776, loss: 6.5776, grad_norm: 4.8475 2020-10-24 04:13:15,524 - mmaction - INFO - Epoch [36][40/1492] lr: 1.000e-02, eta: 1 day, 7:20:25, time: 1.213, data_time: 0.005, memory: 5812, loss_cls: 6.6335, loss: 6.6335, grad_norm: 4.7991 2020-10-24 04:13:37,673 - mmaction - INFO - Epoch [36][60/1492] lr: 1.000e-02, eta: 1 day, 7:20:00, time: 1.107, data_time: 0.003, memory: 5812, loss_cls: 6.5048, loss: 6.5048, grad_norm: 4.7951 2020-10-24 04:13:59,225 - mmaction - INFO - Epoch [36][80/1492] lr: 1.000e-02, eta: 1 day, 7:19:33, time: 1.069, data_time: 0.003, memory: 5812, loss_cls: 6.5353, loss: 6.5353, grad_norm: 4.7884 2020-10-24 04:14:21,032 - mmaction - INFO - Epoch [36][100/1492] lr: 1.000e-02, eta: 1 day, 7:19:07, time: 1.100, data_time: 0.014, memory: 5812, loss_cls: 6.6120, loss: 6.6120, grad_norm: 4.8322 2020-10-24 04:14:42,131 - mmaction - INFO - Epoch [36][120/1492] lr: 1.000e-02, eta: 1 day, 7:18:40, time: 1.047, data_time: 0.002, memory: 5812, loss_cls: 6.6360, loss: 6.6360, grad_norm: 4.8991 2020-10-24 04:15:04,188 - mmaction - INFO - Epoch [36][140/1492] lr: 1.000e-02, eta: 1 day, 7:18:14, time: 1.106, data_time: 0.012, memory: 5812, loss_cls: 6.4777, loss: 6.4777, grad_norm: 4.8231 2020-10-24 04:15:25,627 - mmaction - INFO - Epoch [36][160/1492] lr: 1.000e-02, eta: 1 day, 7:17:48, time: 1.073, data_time: 0.007, memory: 5812, loss_cls: 6.5808, loss: 6.5808, grad_norm: 4.8553 2020-10-24 04:15:47,440 - mmaction - INFO - Epoch [36][180/1492] lr: 1.000e-02, eta: 1 day, 7:17:22, time: 1.091, data_time: 0.006, memory: 5812, loss_cls: 6.5252, loss: 6.5252, grad_norm: 4.7383 2020-10-24 04:16:08,963 - mmaction - INFO - Epoch [36][200/1492] lr: 1.000e-02, eta: 1 day, 7:16:55, time: 1.075, data_time: 0.005, memory: 5812, loss_cls: 6.5663, loss: 6.5663, grad_norm: 4.7226 2020-10-24 04:16:30,775 - mmaction - INFO - Epoch [36][220/1492] lr: 1.000e-02, eta: 1 day, 7:16:29, time: 1.082, data_time: 0.007, memory: 5812, loss_cls: 6.4479, loss: 6.4479, grad_norm: 4.7120 2020-10-24 04:16:51,878 - mmaction - INFO - Epoch [36][240/1492] lr: 1.000e-02, eta: 1 day, 7:16:02, time: 1.066, data_time: 0.015, memory: 5812, loss_cls: 6.5882, loss: 6.5882, grad_norm: 4.8267 2020-10-24 04:17:13,433 - mmaction - INFO - Epoch [36][260/1492] lr: 1.000e-02, eta: 1 day, 7:15:35, time: 1.075, data_time: 0.005, memory: 5812, loss_cls: 6.6600, loss: 6.6600, grad_norm: 4.8121 2020-10-24 04:17:35,047 - mmaction - INFO - Epoch [36][280/1492] lr: 1.000e-02, eta: 1 day, 7:15:09, time: 1.084, data_time: 0.007, memory: 5812, loss_cls: 6.5944, loss: 6.5944, grad_norm: 4.7898 2020-10-24 04:17:56,765 - mmaction - INFO - Epoch [36][300/1492] lr: 1.000e-02, eta: 1 day, 7:14:43, time: 1.083, data_time: 0.005, memory: 5812, loss_cls: 6.5693, loss: 6.5693, grad_norm: 4.7761 2020-10-24 04:18:18,430 - mmaction - INFO - Epoch [36][320/1492] lr: 1.000e-02, eta: 1 day, 7:14:17, time: 1.087, data_time: 0.006, memory: 5812, loss_cls: 6.5722, loss: 6.5722, grad_norm: 4.7508 2020-10-24 04:18:39,901 - mmaction - INFO - Epoch [36][340/1492] lr: 1.000e-02, eta: 1 day, 7:13:50, time: 1.067, data_time: 0.003, memory: 5812, loss_cls: 6.5668, loss: 6.5668, grad_norm: 4.8192 2020-10-24 04:19:01,164 - mmaction - INFO - Epoch [36][360/1492] lr: 1.000e-02, eta: 1 day, 7:13:23, time: 1.067, data_time: 0.010, memory: 5812, loss_cls: 6.5303, loss: 6.5303, grad_norm: 4.7475 2020-10-24 04:19:22,709 - mmaction - INFO - Epoch [36][380/1492] lr: 1.000e-02, eta: 1 day, 7:12:57, time: 1.078, data_time: 0.008, memory: 5812, loss_cls: 6.4500, loss: 6.4500, grad_norm: 4.8585 2020-10-24 04:19:44,406 - mmaction - INFO - Epoch [36][400/1492] lr: 1.000e-02, eta: 1 day, 7:12:31, time: 1.085, data_time: 0.008, memory: 5812, loss_cls: 6.4720, loss: 6.4720, grad_norm: 4.7343 2020-10-24 04:20:05,688 - mmaction - INFO - Epoch [36][420/1492] lr: 1.000e-02, eta: 1 day, 7:12:04, time: 1.062, data_time: 0.007, memory: 5812, loss_cls: 6.5328, loss: 6.5328, grad_norm: 4.7908 2020-10-24 04:20:27,079 - mmaction - INFO - Epoch [36][440/1492] lr: 1.000e-02, eta: 1 day, 7:11:37, time: 1.063, data_time: 0.005, memory: 5812, loss_cls: 6.4971, loss: 6.4971, grad_norm: 4.9279 2020-10-24 04:20:48,904 - mmaction - INFO - Epoch [36][460/1492] lr: 1.000e-02, eta: 1 day, 7:11:11, time: 1.093, data_time: 0.011, memory: 5812, loss_cls: 6.4884, loss: 6.4884, grad_norm: 4.7518 2020-10-24 04:21:10,455 - mmaction - INFO - Epoch [36][480/1492] lr: 1.000e-02, eta: 1 day, 7:10:45, time: 1.079, data_time: 0.009, memory: 5812, loss_cls: 6.5699, loss: 6.5699, grad_norm: 4.7886 2020-10-24 04:21:32,011 - mmaction - INFO - Epoch [36][500/1492] lr: 1.000e-02, eta: 1 day, 7:10:18, time: 1.082, data_time: 0.010, memory: 5812, loss_cls: 6.6270, loss: 6.6270, grad_norm: 4.8378 2020-10-24 04:21:53,153 - mmaction - INFO - Epoch [36][520/1492] lr: 1.000e-02, eta: 1 day, 7:09:51, time: 1.055, data_time: 0.004, memory: 5812, loss_cls: 6.6790, loss: 6.6790, grad_norm: 4.8655 2020-10-24 04:22:13,765 - mmaction - INFO - Epoch [36][540/1492] lr: 1.000e-02, eta: 1 day, 7:09:23, time: 1.033, data_time: 0.006, memory: 5812, loss_cls: 6.4697, loss: 6.4697, grad_norm: 4.8629 2020-10-24 04:22:35,603 - mmaction - INFO - Epoch [36][560/1492] lr: 1.000e-02, eta: 1 day, 7:08:57, time: 1.085, data_time: 0.011, memory: 5812, loss_cls: 6.5157, loss: 6.5157, grad_norm: 4.8045 2020-10-24 04:22:57,680 - mmaction - INFO - Epoch [36][580/1492] lr: 1.000e-02, eta: 1 day, 7:08:32, time: 1.109, data_time: 0.011, memory: 5812, loss_cls: 6.5188, loss: 6.5188, grad_norm: 4.7830 2020-10-24 04:23:19,423 - mmaction - INFO - Epoch [36][600/1492] lr: 1.000e-02, eta: 1 day, 7:08:06, time: 1.088, data_time: 0.004, memory: 5812, loss_cls: 6.4739, loss: 6.4739, grad_norm: 4.8407 2020-10-24 04:23:41,291 - mmaction - INFO - Epoch [36][620/1492] lr: 1.000e-02, eta: 1 day, 7:07:40, time: 1.093, data_time: 0.006, memory: 5812, loss_cls: 6.6579, loss: 6.6579, grad_norm: 4.9751 2020-10-24 04:24:03,423 - mmaction - INFO - Epoch [36][640/1492] lr: 1.000e-02, eta: 1 day, 7:07:15, time: 1.102, data_time: 0.004, memory: 5812, loss_cls: 6.6614, loss: 6.6614, grad_norm: 4.8781 2020-10-24 04:24:24,606 - mmaction - INFO - Epoch [36][660/1492] lr: 1.000e-02, eta: 1 day, 7:06:48, time: 1.064, data_time: 0.009, memory: 5812, loss_cls: 6.6066, loss: 6.6066, grad_norm: 4.8581 2020-10-24 04:24:45,823 - mmaction - INFO - Epoch [36][680/1492] lr: 1.000e-02, eta: 1 day, 7:06:21, time: 1.056, data_time: 0.003, memory: 5812, loss_cls: 6.5885, loss: 6.5885, grad_norm: 4.8853 2020-10-24 04:25:06,681 - mmaction - INFO - Epoch [36][700/1492] lr: 1.000e-02, eta: 1 day, 7:05:53, time: 1.048, data_time: 0.008, memory: 5812, loss_cls: 6.5105, loss: 6.5105, grad_norm: 4.8085 2020-10-24 04:25:27,782 - mmaction - INFO - Epoch [36][720/1492] lr: 1.000e-02, eta: 1 day, 7:05:26, time: 1.055, data_time: 0.002, memory: 5812, loss_cls: 6.4596, loss: 6.4596, grad_norm: 4.7150 2020-10-24 04:25:49,221 - mmaction - INFO - Epoch [36][740/1492] lr: 1.000e-02, eta: 1 day, 7:04:59, time: 1.069, data_time: 0.001, memory: 5812, loss_cls: 6.6310, loss: 6.6310, grad_norm: 4.8379 2020-10-24 04:26:11,288 - mmaction - INFO - Epoch [36][760/1492] lr: 1.000e-02, eta: 1 day, 7:04:34, time: 1.097, data_time: 0.007, memory: 5812, loss_cls: 6.6889, loss: 6.6889, grad_norm: 4.9482 2020-10-24 04:26:32,219 - mmaction - INFO - Epoch [36][780/1492] lr: 1.000e-02, eta: 1 day, 7:04:06, time: 1.053, data_time: 0.011, memory: 5812, loss_cls: 6.6439, loss: 6.6439, grad_norm: 4.8952 2020-10-24 04:26:53,988 - mmaction - INFO - Epoch [36][800/1492] lr: 1.000e-02, eta: 1 day, 7:03:40, time: 1.086, data_time: 0.006, memory: 5812, loss_cls: 6.6610, loss: 6.6610, grad_norm: 4.8237 2020-10-24 04:27:14,755 - mmaction - INFO - Epoch [36][820/1492] lr: 1.000e-02, eta: 1 day, 7:03:13, time: 1.043, data_time: 0.006, memory: 5812, loss_cls: 6.6384, loss: 6.6384, grad_norm: 4.8444 2020-10-24 04:27:36,980 - mmaction - INFO - Epoch [36][840/1492] lr: 1.000e-02, eta: 1 day, 7:02:48, time: 1.111, data_time: 0.001, memory: 5812, loss_cls: 6.5311, loss: 6.5311, grad_norm: 4.7960 2020-10-24 04:27:58,176 - mmaction - INFO - Epoch [36][860/1492] lr: 1.000e-02, eta: 1 day, 7:02:21, time: 1.060, data_time: 0.003, memory: 5812, loss_cls: 6.6712, loss: 6.6712, grad_norm: 4.8319 2020-10-24 04:28:19,059 - mmaction - INFO - Epoch [36][880/1492] lr: 1.000e-02, eta: 1 day, 7:01:53, time: 1.042, data_time: 0.002, memory: 5812, loss_cls: 6.6662, loss: 6.6662, grad_norm: 4.9183 2020-10-24 04:28:41,184 - mmaction - INFO - Epoch [36][900/1492] lr: 1.000e-02, eta: 1 day, 7:01:28, time: 1.103, data_time: 0.004, memory: 5812, loss_cls: 6.6192, loss: 6.6192, grad_norm: 4.9469 2020-10-24 04:29:02,256 - mmaction - INFO - Epoch [36][920/1492] lr: 1.000e-02, eta: 1 day, 7:01:01, time: 1.059, data_time: 0.008, memory: 5812, loss_cls: 6.6081, loss: 6.6081, grad_norm: 4.7640 2020-10-24 04:29:23,561 - mmaction - INFO - Epoch [36][940/1492] lr: 1.000e-02, eta: 1 day, 7:00:34, time: 1.065, data_time: 0.002, memory: 5812, loss_cls: 6.5735, loss: 6.5735, grad_norm: 4.8835 2020-10-24 04:29:45,021 - mmaction - INFO - Epoch [36][960/1492] lr: 1.000e-02, eta: 1 day, 7:00:07, time: 1.065, data_time: 0.001, memory: 5812, loss_cls: 6.5086, loss: 6.5086, grad_norm: 4.9201 2020-10-24 04:30:06,481 - mmaction - INFO - Epoch [36][980/1492] lr: 1.000e-02, eta: 1 day, 6:59:41, time: 1.079, data_time: 0.014, memory: 5812, loss_cls: 6.6849, loss: 6.6849, grad_norm: 4.9278 2020-10-24 04:30:27,946 - mmaction - INFO - Epoch [36][1000/1492] lr: 1.000e-02, eta: 1 day, 6:59:15, time: 1.073, data_time: 0.005, memory: 5812, loss_cls: 6.6007, loss: 6.6007, grad_norm: 4.7217 2020-10-24 04:30:49,029 - mmaction - INFO - Epoch [36][1020/1492] lr: 1.000e-02, eta: 1 day, 6:58:47, time: 1.051, data_time: 0.005, memory: 5812, loss_cls: 6.5432, loss: 6.5432, grad_norm: 4.8180 2020-10-24 04:31:10,546 - mmaction - INFO - Epoch [36][1040/1492] lr: 1.000e-02, eta: 1 day, 6:58:21, time: 1.081, data_time: 0.008, memory: 5812, loss_cls: 6.5630, loss: 6.5630, grad_norm: 4.8484 2020-10-24 04:31:32,762 - mmaction - INFO - Epoch [36][1060/1492] lr: 1.000e-02, eta: 1 day, 6:57:56, time: 1.110, data_time: 0.003, memory: 5812, loss_cls: 6.5315, loss: 6.5315, grad_norm: 4.7390 2020-10-24 04:31:54,257 - mmaction - INFO - Epoch [36][1080/1492] lr: 1.000e-02, eta: 1 day, 6:57:30, time: 1.076, data_time: 0.003, memory: 5812, loss_cls: 6.6550, loss: 6.6550, grad_norm: 4.8879 2020-10-24 04:32:15,819 - mmaction - INFO - Epoch [36][1100/1492] lr: 1.000e-02, eta: 1 day, 6:57:03, time: 1.078, data_time: 0.001, memory: 5812, loss_cls: 6.5299, loss: 6.5299, grad_norm: 4.7666 2020-10-24 04:32:37,699 - mmaction - INFO - Epoch [36][1120/1492] lr: 1.000e-02, eta: 1 day, 6:56:38, time: 1.094, data_time: 0.003, memory: 5812, loss_cls: 6.6488, loss: 6.6488, grad_norm: 4.7371 2020-10-24 04:32:58,628 - mmaction - INFO - Epoch [36][1140/1492] lr: 1.000e-02, eta: 1 day, 6:56:10, time: 1.041, data_time: 0.003, memory: 5812, loss_cls: 6.6075, loss: 6.6075, grad_norm: 4.7628 2020-10-24 04:33:20,391 - mmaction - INFO - Epoch [36][1160/1492] lr: 1.000e-02, eta: 1 day, 6:55:44, time: 1.091, data_time: 0.009, memory: 5812, loss_cls: 6.5445, loss: 6.5445, grad_norm: 4.7431 2020-10-24 04:33:42,189 - mmaction - INFO - Epoch [36][1180/1492] lr: 1.000e-02, eta: 1 day, 6:55:18, time: 1.086, data_time: 0.006, memory: 5812, loss_cls: 6.5373, loss: 6.5373, grad_norm: 4.8147 2020-10-24 04:34:04,096 - mmaction - INFO - Epoch [36][1200/1492] lr: 1.000e-02, eta: 1 day, 6:54:53, time: 1.096, data_time: 0.006, memory: 5812, loss_cls: 6.5861, loss: 6.5861, grad_norm: 4.8569 2020-10-24 04:34:25,581 - mmaction - INFO - Epoch [36][1220/1492] lr: 1.000e-02, eta: 1 day, 6:54:26, time: 1.076, data_time: 0.007, memory: 5812, loss_cls: 6.6631, loss: 6.6631, grad_norm: 4.8711 2020-10-24 04:34:46,462 - mmaction - INFO - Epoch [36][1240/1492] lr: 1.000e-02, eta: 1 day, 6:53:59, time: 1.045, data_time: 0.004, memory: 5812, loss_cls: 6.5197, loss: 6.5197, grad_norm: 4.7964 2020-10-24 04:35:07,828 - mmaction - INFO - Epoch [36][1260/1492] lr: 1.000e-02, eta: 1 day, 6:53:32, time: 1.067, data_time: 0.004, memory: 5812, loss_cls: 6.5605, loss: 6.5605, grad_norm: 4.7359 2020-10-24 04:35:29,188 - mmaction - INFO - Epoch [36][1280/1492] lr: 1.000e-02, eta: 1 day, 6:53:05, time: 1.062, data_time: 0.006, memory: 5812, loss_cls: 6.6144, loss: 6.6144, grad_norm: 4.8330 2020-10-24 04:35:50,398 - mmaction - INFO - Epoch [36][1300/1492] lr: 1.000e-02, eta: 1 day, 6:52:39, time: 1.062, data_time: 0.013, memory: 5812, loss_cls: 6.6812, loss: 6.6812, grad_norm: 4.8079 2020-10-24 04:36:12,149 - mmaction - INFO - Epoch [36][1320/1492] lr: 1.000e-02, eta: 1 day, 6:52:13, time: 1.093, data_time: 0.012, memory: 5812, loss_cls: 6.7298, loss: 6.7298, grad_norm: 4.8032 2020-10-24 04:36:33,569 - mmaction - INFO - Epoch [36][1340/1492] lr: 1.000e-02, eta: 1 day, 6:51:46, time: 1.066, data_time: 0.006, memory: 5812, loss_cls: 6.6028, loss: 6.6028, grad_norm: 4.8116 2020-10-24 04:36:55,449 - mmaction - INFO - Epoch [36][1360/1492] lr: 1.000e-02, eta: 1 day, 6:51:21, time: 1.098, data_time: 0.010, memory: 5812, loss_cls: 6.6098, loss: 6.6098, grad_norm: 4.8576 2020-10-24 04:37:16,197 - mmaction - INFO - Epoch [36][1380/1492] lr: 1.000e-02, eta: 1 day, 6:50:53, time: 1.041, data_time: 0.006, memory: 5812, loss_cls: 6.5830, loss: 6.5830, grad_norm: 4.8163 2020-10-24 04:37:38,016 - mmaction - INFO - Epoch [36][1400/1492] lr: 1.000e-02, eta: 1 day, 6:50:27, time: 1.089, data_time: 0.003, memory: 5812, loss_cls: 6.6415, loss: 6.6415, grad_norm: 4.8092 2020-10-24 04:38:00,573 - mmaction - INFO - Epoch [36][1420/1492] lr: 1.000e-02, eta: 1 day, 6:50:03, time: 1.130, data_time: 0.005, memory: 5812, loss_cls: 6.4701, loss: 6.4701, grad_norm: 4.8664 2020-10-24 04:38:20,997 - mmaction - INFO - Epoch [36][1440/1492] lr: 1.000e-02, eta: 1 day, 6:49:35, time: 1.019, data_time: 0.005, memory: 5812, loss_cls: 6.6365, loss: 6.6365, grad_norm: 4.8114 2020-10-24 04:38:41,813 - mmaction - INFO - Epoch [36][1460/1492] lr: 1.000e-02, eta: 1 day, 6:49:07, time: 1.035, data_time: 0.005, memory: 5812, loss_cls: 6.5501, loss: 6.5501, grad_norm: 4.7843 2020-10-24 04:39:02,151 - mmaction - INFO - Epoch [36][1480/1492] lr: 1.000e-02, eta: 1 day, 6:48:39, time: 1.024, data_time: 0.009, memory: 5812, loss_cls: 6.5785, loss: 6.5785, grad_norm: 4.8489 2020-10-24 04:39:52,979 - mmaction - INFO - Epoch [37][20/1492] lr: 1.000e-02, eta: 1 day, 6:48:02, time: 1.877, data_time: 0.767, memory: 5812, loss_cls: 6.4301, loss: 6.4301, grad_norm: 4.7600 2020-10-24 04:40:14,303 - mmaction - INFO - Epoch [37][40/1492] lr: 1.000e-02, eta: 1 day, 6:47:36, time: 1.068, data_time: 0.003, memory: 5812, loss_cls: 6.5602, loss: 6.5602, grad_norm: 4.7502 2020-10-24 04:40:36,569 - mmaction - INFO - Epoch [37][60/1492] lr: 1.000e-02, eta: 1 day, 6:47:11, time: 1.114, data_time: 0.005, memory: 5812, loss_cls: 6.5683, loss: 6.5683, grad_norm: 4.7477 2020-10-24 04:40:58,147 - mmaction - INFO - Epoch [37][80/1492] lr: 1.000e-02, eta: 1 day, 6:46:45, time: 1.079, data_time: 0.002, memory: 5812, loss_cls: 6.5618, loss: 6.5618, grad_norm: 4.9044 2020-10-24 04:41:19,946 - mmaction - INFO - Epoch [37][100/1492] lr: 1.000e-02, eta: 1 day, 6:46:19, time: 1.089, data_time: 0.002, memory: 5812, loss_cls: 6.5381, loss: 6.5381, grad_norm: 4.7551 2020-10-24 04:41:42,282 - mmaction - INFO - Epoch [37][120/1492] lr: 1.000e-02, eta: 1 day, 6:45:54, time: 1.109, data_time: 0.004, memory: 5812, loss_cls: 6.4297, loss: 6.4297, grad_norm: 4.7424 2020-10-24 04:42:04,848 - mmaction - INFO - Epoch [37][140/1492] lr: 1.000e-02, eta: 1 day, 6:45:30, time: 1.133, data_time: 0.011, memory: 5812, loss_cls: 6.5260, loss: 6.5260, grad_norm: 4.8913 2020-10-24 04:42:26,829 - mmaction - INFO - Epoch [37][160/1492] lr: 1.000e-02, eta: 1 day, 6:45:04, time: 1.101, data_time: 0.006, memory: 5812, loss_cls: 6.5284, loss: 6.5284, grad_norm: 4.8241 2020-10-24 04:42:48,694 - mmaction - INFO - Epoch [37][180/1492] lr: 1.000e-02, eta: 1 day, 6:44:39, time: 1.093, data_time: 0.003, memory: 5812, loss_cls: 6.5507, loss: 6.5507, grad_norm: 4.8829 2020-10-24 04:43:10,135 - mmaction - INFO - Epoch [37][200/1492] lr: 1.000e-02, eta: 1 day, 6:44:12, time: 1.070, data_time: 0.004, memory: 5812, loss_cls: 6.6961, loss: 6.6961, grad_norm: 4.8372 2020-10-24 04:43:31,756 - mmaction - INFO - Epoch [37][220/1492] lr: 1.000e-02, eta: 1 day, 6:43:46, time: 1.079, data_time: 0.006, memory: 5812, loss_cls: 6.5632, loss: 6.5632, grad_norm: 4.8923 2020-10-24 04:43:53,405 - mmaction - INFO - Epoch [37][240/1492] lr: 1.000e-02, eta: 1 day, 6:43:20, time: 1.089, data_time: 0.010, memory: 5812, loss_cls: 6.5664, loss: 6.5664, grad_norm: 4.8504 2020-10-24 04:44:15,710 - mmaction - INFO - Epoch [37][260/1492] lr: 1.000e-02, eta: 1 day, 6:42:55, time: 1.109, data_time: 0.002, memory: 5812, loss_cls: 6.4992, loss: 6.4992, grad_norm: 4.8189 2020-10-24 04:44:37,509 - mmaction - INFO - Epoch [37][280/1492] lr: 1.000e-02, eta: 1 day, 6:42:30, time: 1.094, data_time: 0.007, memory: 5812, loss_cls: 6.5773, loss: 6.5773, grad_norm: 4.8651 2020-10-24 04:44:59,013 - mmaction - INFO - Epoch [37][300/1492] lr: 1.000e-02, eta: 1 day, 6:42:03, time: 1.077, data_time: 0.004, memory: 5812, loss_cls: 6.5551, loss: 6.5551, grad_norm: 4.8575 2020-10-24 04:45:20,770 - mmaction - INFO - Epoch [37][320/1492] lr: 1.000e-02, eta: 1 day, 6:41:38, time: 1.085, data_time: 0.003, memory: 5812, loss_cls: 6.6889, loss: 6.6889, grad_norm: 4.9818 2020-10-24 04:45:42,175 - mmaction - INFO - Epoch [37][340/1492] lr: 1.000e-02, eta: 1 day, 6:41:11, time: 1.068, data_time: 0.005, memory: 5812, loss_cls: 6.4880, loss: 6.4880, grad_norm: 4.7754 2020-10-24 04:46:03,162 - mmaction - INFO - Epoch [37][360/1492] lr: 1.000e-02, eta: 1 day, 6:40:44, time: 1.054, data_time: 0.013, memory: 5812, loss_cls: 6.6401, loss: 6.6401, grad_norm: 4.7899 2020-10-24 04:46:24,613 - mmaction - INFO - Epoch [37][380/1492] lr: 1.000e-02, eta: 1 day, 6:40:18, time: 1.068, data_time: 0.002, memory: 5812, loss_cls: 6.6504, loss: 6.6504, grad_norm: 4.8110 2020-10-24 04:46:46,258 - mmaction - INFO - Epoch [37][400/1492] lr: 1.000e-02, eta: 1 day, 6:39:52, time: 1.080, data_time: 0.007, memory: 5812, loss_cls: 6.4842, loss: 6.4842, grad_norm: 4.7938 2020-10-24 04:47:07,709 - mmaction - INFO - Epoch [37][420/1492] lr: 1.000e-02, eta: 1 day, 6:39:25, time: 1.079, data_time: 0.012, memory: 5812, loss_cls: 6.6336, loss: 6.6336, grad_norm: 4.8310 2020-10-24 04:47:29,353 - mmaction - INFO - Epoch [37][440/1492] lr: 1.000e-02, eta: 1 day, 6:38:59, time: 1.083, data_time: 0.004, memory: 5812, loss_cls: 6.4191, loss: 6.4191, grad_norm: 4.9325 2020-10-24 04:47:51,403 - mmaction - INFO - Epoch [37][460/1492] lr: 1.000e-02, eta: 1 day, 6:38:34, time: 1.103, data_time: 0.002, memory: 5812, loss_cls: 6.5883, loss: 6.5883, grad_norm: 4.8764 2020-10-24 04:48:12,949 - mmaction - INFO - Epoch [37][480/1492] lr: 1.000e-02, eta: 1 day, 6:38:08, time: 1.076, data_time: 0.004, memory: 5812, loss_cls: 6.5658, loss: 6.5658, grad_norm: 4.7998 2020-10-24 04:48:34,273 - mmaction - INFO - Epoch [37][500/1492] lr: 1.000e-02, eta: 1 day, 6:37:41, time: 1.063, data_time: 0.005, memory: 5812, loss_cls: 6.5132, loss: 6.5132, grad_norm: 4.9500 2020-10-24 04:48:56,001 - mmaction - INFO - Epoch [37][520/1492] lr: 1.000e-02, eta: 1 day, 6:37:16, time: 1.089, data_time: 0.009, memory: 5812, loss_cls: 6.5618, loss: 6.5618, grad_norm: 4.8997 2020-10-24 04:49:16,961 - mmaction - INFO - Epoch [37][540/1492] lr: 1.000e-02, eta: 1 day, 6:36:48, time: 1.048, data_time: 0.007, memory: 5812, loss_cls: 6.6232, loss: 6.6232, grad_norm: 4.7750 2020-10-24 04:49:38,714 - mmaction - INFO - Epoch [37][560/1492] lr: 1.000e-02, eta: 1 day, 6:36:22, time: 1.079, data_time: 0.005, memory: 5812, loss_cls: 6.5527, loss: 6.5527, grad_norm: 4.8240 2020-10-24 04:50:00,192 - mmaction - INFO - Epoch [37][580/1492] lr: 1.000e-02, eta: 1 day, 6:35:56, time: 1.079, data_time: 0.012, memory: 5812, loss_cls: 6.6056, loss: 6.6056, grad_norm: 4.8254 2020-10-24 04:50:21,740 - mmaction - INFO - Epoch [37][600/1492] lr: 1.000e-02, eta: 1 day, 6:35:30, time: 1.082, data_time: 0.018, memory: 5812, loss_cls: 6.4681, loss: 6.4681, grad_norm: 4.7529 2020-10-24 04:50:43,144 - mmaction - INFO - Epoch [37][620/1492] lr: 1.000e-02, eta: 1 day, 6:35:04, time: 1.068, data_time: 0.002, memory: 5812, loss_cls: 6.5067, loss: 6.5067, grad_norm: 4.8302 2020-10-24 04:51:04,894 - mmaction - INFO - Epoch [37][640/1492] lr: 1.000e-02, eta: 1 day, 6:34:38, time: 1.088, data_time: 0.004, memory: 5812, loss_cls: 6.5604, loss: 6.5604, grad_norm: 4.8288 2020-10-24 04:51:26,420 - mmaction - INFO - Epoch [37][660/1492] lr: 1.000e-02, eta: 1 day, 6:34:12, time: 1.074, data_time: 0.006, memory: 5812, loss_cls: 6.6019, loss: 6.6019, grad_norm: 4.9193 2020-10-24 04:51:47,961 - mmaction - INFO - Epoch [37][680/1492] lr: 1.000e-02, eta: 1 day, 6:33:46, time: 1.081, data_time: 0.008, memory: 5812, loss_cls: 6.5421, loss: 6.5421, grad_norm: 4.8806 2020-10-24 04:52:10,254 - mmaction - INFO - Epoch [37][700/1492] lr: 1.000e-02, eta: 1 day, 6:33:21, time: 1.110, data_time: 0.003, memory: 5812, loss_cls: 6.6740, loss: 6.6740, grad_norm: 4.8860 2020-10-24 04:52:31,300 - mmaction - INFO - Epoch [37][720/1492] lr: 1.000e-02, eta: 1 day, 6:32:54, time: 1.054, data_time: 0.008, memory: 5812, loss_cls: 6.6953, loss: 6.6953, grad_norm: 4.9416 2020-10-24 04:52:52,817 - mmaction - INFO - Epoch [37][740/1492] lr: 1.000e-02, eta: 1 day, 6:32:28, time: 1.072, data_time: 0.006, memory: 5812, loss_cls: 6.6108, loss: 6.6108, grad_norm: 4.8711 2020-10-24 04:53:13,960 - mmaction - INFO - Epoch [37][760/1492] lr: 1.000e-02, eta: 1 day, 6:32:01, time: 1.061, data_time: 0.009, memory: 5812, loss_cls: 6.6072, loss: 6.6072, grad_norm: 4.9043 2020-10-24 04:53:35,111 - mmaction - INFO - Epoch [37][780/1492] lr: 1.000e-02, eta: 1 day, 6:31:34, time: 1.053, data_time: 0.004, memory: 5812, loss_cls: 6.7025, loss: 6.7025, grad_norm: 4.9072 2020-10-24 04:53:56,415 - mmaction - INFO - Epoch [37][800/1492] lr: 1.000e-02, eta: 1 day, 6:31:08, time: 1.068, data_time: 0.009, memory: 5812, loss_cls: 6.7255, loss: 6.7255, grad_norm: 4.9236 2020-10-24 04:54:18,398 - mmaction - INFO - Epoch [37][820/1492] lr: 1.000e-02, eta: 1 day, 6:30:42, time: 1.099, data_time: 0.010, memory: 5812, loss_cls: 6.5779, loss: 6.5779, grad_norm: 4.7550 2020-10-24 04:54:39,122 - mmaction - INFO - Epoch [37][840/1492] lr: 1.000e-02, eta: 1 day, 6:30:15, time: 1.037, data_time: 0.007, memory: 5812, loss_cls: 6.5210, loss: 6.5210, grad_norm: 4.8016 2020-10-24 04:55:01,335 - mmaction - INFO - Epoch [37][860/1492] lr: 1.000e-02, eta: 1 day, 6:29:50, time: 1.114, data_time: 0.008, memory: 5812, loss_cls: 6.6229, loss: 6.6229, grad_norm: 4.8877 2020-10-24 04:55:22,866 - mmaction - INFO - Epoch [37][880/1492] lr: 1.000e-02, eta: 1 day, 6:29:24, time: 1.077, data_time: 0.001, memory: 5812, loss_cls: 6.5664, loss: 6.5664, grad_norm: 4.8339 2020-10-24 04:55:44,961 - mmaction - INFO - Epoch [37][900/1492] lr: 1.000e-02, eta: 1 day, 6:28:59, time: 1.095, data_time: 0.003, memory: 5812, loss_cls: 6.6735, loss: 6.6735, grad_norm: 4.8952 2020-10-24 04:56:06,712 - mmaction - INFO - Epoch [37][920/1492] lr: 1.000e-02, eta: 1 day, 6:28:33, time: 1.088, data_time: 0.010, memory: 5812, loss_cls: 6.6258, loss: 6.6258, grad_norm: 4.8650 2020-10-24 04:56:28,638 - mmaction - INFO - Epoch [37][940/1492] lr: 1.000e-02, eta: 1 day, 6:28:08, time: 1.096, data_time: 0.012, memory: 5812, loss_cls: 6.4991, loss: 6.4991, grad_norm: 4.7841 2020-10-24 04:56:49,853 - mmaction - INFO - Epoch [37][960/1492] lr: 1.000e-02, eta: 1 day, 6:27:41, time: 1.065, data_time: 0.011, memory: 5812, loss_cls: 6.4921, loss: 6.4921, grad_norm: 4.7228 2020-10-24 04:57:11,276 - mmaction - INFO - Epoch [37][980/1492] lr: 1.000e-02, eta: 1 day, 6:27:15, time: 1.073, data_time: 0.007, memory: 5812, loss_cls: 6.5803, loss: 6.5803, grad_norm: 4.8707 2020-10-24 04:57:33,060 - mmaction - INFO - Epoch [37][1000/1492] lr: 1.000e-02, eta: 1 day, 6:26:49, time: 1.090, data_time: 0.005, memory: 5812, loss_cls: 6.4484, loss: 6.4484, grad_norm: 4.8412 2020-10-24 04:57:54,577 - mmaction - INFO - Epoch [37][1020/1492] lr: 1.000e-02, eta: 1 day, 6:26:23, time: 1.076, data_time: 0.004, memory: 5812, loss_cls: 6.5880, loss: 6.5880, grad_norm: 4.8436 2020-10-24 04:58:16,020 - mmaction - INFO - Epoch [37][1040/1492] lr: 1.000e-02, eta: 1 day, 6:25:57, time: 1.070, data_time: 0.004, memory: 5812, loss_cls: 6.5969, loss: 6.5969, grad_norm: 4.8462 2020-10-24 04:58:37,586 - mmaction - INFO - Epoch [37][1060/1492] lr: 1.000e-02, eta: 1 day, 6:25:31, time: 1.082, data_time: 0.006, memory: 5812, loss_cls: 6.6480, loss: 6.6480, grad_norm: 4.7424 2020-10-24 04:58:59,229 - mmaction - INFO - Epoch [37][1080/1492] lr: 1.000e-02, eta: 1 day, 6:25:05, time: 1.079, data_time: 0.002, memory: 5812, loss_cls: 6.6044, loss: 6.6044, grad_norm: 4.8310 2020-10-24 04:59:20,742 - mmaction - INFO - Epoch [37][1100/1492] lr: 1.000e-02, eta: 1 day, 6:24:39, time: 1.077, data_time: 0.005, memory: 5812, loss_cls: 6.5721, loss: 6.5721, grad_norm: 4.8092 2020-10-24 04:59:42,030 - mmaction - INFO - Epoch [37][1120/1492] lr: 1.000e-02, eta: 1 day, 6:24:12, time: 1.066, data_time: 0.004, memory: 5812, loss_cls: 6.5576, loss: 6.5576, grad_norm: 4.7658 2020-10-24 05:00:03,883 - mmaction - INFO - Epoch [37][1140/1492] lr: 1.000e-02, eta: 1 day, 6:23:47, time: 1.093, data_time: 0.005, memory: 5812, loss_cls: 6.7673, loss: 6.7673, grad_norm: 4.8522 2020-10-24 05:00:24,855 - mmaction - INFO - Epoch [37][1160/1492] lr: 1.000e-02, eta: 1 day, 6:23:20, time: 1.045, data_time: 0.002, memory: 5812, loss_cls: 6.6860, loss: 6.6860, grad_norm: 4.8907 2020-10-24 05:00:46,471 - mmaction - INFO - Epoch [37][1180/1492] lr: 1.000e-02, eta: 1 day, 6:22:54, time: 1.083, data_time: 0.008, memory: 5812, loss_cls: 6.5503, loss: 6.5503, grad_norm: 4.7554 2020-10-24 05:01:08,173 - mmaction - INFO - Epoch [37][1200/1492] lr: 1.000e-02, eta: 1 day, 6:22:28, time: 1.077, data_time: 0.003, memory: 5812, loss_cls: 6.6274, loss: 6.6274, grad_norm: 4.8996 2020-10-24 05:01:30,061 - mmaction - INFO - Epoch [37][1220/1492] lr: 1.000e-02, eta: 1 day, 6:22:03, time: 1.103, data_time: 0.011, memory: 5812, loss_cls: 6.5359, loss: 6.5359, grad_norm: 4.7652 2020-10-24 05:01:52,243 - mmaction - INFO - Epoch [37][1240/1492] lr: 1.000e-02, eta: 1 day, 6:21:38, time: 1.105, data_time: 0.001, memory: 5812, loss_cls: 6.4508, loss: 6.4508, grad_norm: 4.6826 2020-10-24 05:02:13,388 - mmaction - INFO - Epoch [37][1260/1492] lr: 1.000e-02, eta: 1 day, 6:21:11, time: 1.061, data_time: 0.008, memory: 5812, loss_cls: 6.4885, loss: 6.4885, grad_norm: 4.6959 2020-10-24 05:02:34,956 - mmaction - INFO - Epoch [37][1280/1492] lr: 1.000e-02, eta: 1 day, 6:20:45, time: 1.078, data_time: 0.002, memory: 5812, loss_cls: 6.4812, loss: 6.4812, grad_norm: 4.7464 2020-10-24 05:02:56,317 - mmaction - INFO - Epoch [37][1300/1492] lr: 1.000e-02, eta: 1 day, 6:20:18, time: 1.058, data_time: 0.006, memory: 5812, loss_cls: 6.4032, loss: 6.4032, grad_norm: 4.7437 2020-10-24 05:03:18,216 - mmaction - INFO - Epoch [37][1320/1492] lr: 1.000e-02, eta: 1 day, 6:19:53, time: 1.102, data_time: 0.014, memory: 5812, loss_cls: 6.6411, loss: 6.6411, grad_norm: 4.8686 2020-10-24 05:03:39,578 - mmaction - INFO - Epoch [37][1340/1492] lr: 1.000e-02, eta: 1 day, 6:19:27, time: 1.072, data_time: 0.006, memory: 5812, loss_cls: 6.6056, loss: 6.6056, grad_norm: 4.8156 2020-10-24 05:04:01,110 - mmaction - INFO - Epoch [37][1360/1492] lr: 1.000e-02, eta: 1 day, 6:19:01, time: 1.069, data_time: 0.002, memory: 5812, loss_cls: 6.5951, loss: 6.5951, grad_norm: 4.7345 2020-10-24 05:04:23,097 - mmaction - INFO - Epoch [37][1380/1492] lr: 1.000e-02, eta: 1 day, 6:18:36, time: 1.101, data_time: 0.008, memory: 5812, loss_cls: 6.5359, loss: 6.5359, grad_norm: 4.7946 2020-10-24 05:04:44,835 - mmaction - INFO - Epoch [37][1400/1492] lr: 1.000e-02, eta: 1 day, 6:18:10, time: 1.090, data_time: 0.009, memory: 5812, loss_cls: 6.5554, loss: 6.5554, grad_norm: 4.9100 2020-10-24 05:05:07,313 - mmaction - INFO - Epoch [37][1420/1492] lr: 1.000e-02, eta: 1 day, 6:17:46, time: 1.123, data_time: 0.004, memory: 5812, loss_cls: 6.5688, loss: 6.5688, grad_norm: 4.8336 2020-10-24 05:05:29,637 - mmaction - INFO - Epoch [37][1440/1492] lr: 1.000e-02, eta: 1 day, 6:17:21, time: 1.112, data_time: 0.006, memory: 5812, loss_cls: 6.5956, loss: 6.5956, grad_norm: 4.8395 2020-10-24 05:05:51,294 - mmaction - INFO - Epoch [37][1460/1492] lr: 1.000e-02, eta: 1 day, 6:16:55, time: 1.086, data_time: 0.009, memory: 5812, loss_cls: 6.6062, loss: 6.6062, grad_norm: 4.8351 2020-10-24 05:06:12,467 - mmaction - INFO - Epoch [37][1480/1492] lr: 1.000e-02, eta: 1 day, 6:16:29, time: 1.063, data_time: 0.008, memory: 5812, loss_cls: 6.6421, loss: 6.6421, grad_norm: 4.8009 2020-10-24 05:07:06,791 - mmaction - INFO - Epoch [38][20/1492] lr: 1.000e-02, eta: 1 day, 6:15:58, time: 2.035, data_time: 1.084, memory: 5812, loss_cls: 6.4946, loss: 6.4946, grad_norm: 4.7720 2020-10-24 05:07:29,006 - mmaction - INFO - Epoch [38][40/1492] lr: 1.000e-02, eta: 1 day, 6:15:33, time: 1.115, data_time: 0.013, memory: 5812, loss_cls: 6.5394, loss: 6.5394, grad_norm: 4.7912 2020-10-24 05:07:51,276 - mmaction - INFO - Epoch [38][60/1492] lr: 1.000e-02, eta: 1 day, 6:15:08, time: 1.109, data_time: 0.002, memory: 5812, loss_cls: 6.5915, loss: 6.5915, grad_norm: 4.8309 2020-10-24 05:08:13,610 - mmaction - INFO - Epoch [38][80/1492] lr: 1.000e-02, eta: 1 day, 6:14:43, time: 1.115, data_time: 0.010, memory: 5812, loss_cls: 6.3986, loss: 6.3986, grad_norm: 4.7131 2020-10-24 05:08:35,776 - mmaction - INFO - Epoch [38][100/1492] lr: 1.000e-02, eta: 1 day, 6:14:19, time: 1.114, data_time: 0.008, memory: 5812, loss_cls: 6.6057, loss: 6.6057, grad_norm: 4.7512 2020-10-24 05:08:58,243 - mmaction - INFO - Epoch [38][120/1492] lr: 1.000e-02, eta: 1 day, 6:13:54, time: 1.117, data_time: 0.005, memory: 5812, loss_cls: 6.5622, loss: 6.5622, grad_norm: 4.8445 2020-10-24 05:09:20,464 - mmaction - INFO - Epoch [38][140/1492] lr: 1.000e-02, eta: 1 day, 6:13:29, time: 1.117, data_time: 0.010, memory: 5812, loss_cls: 6.5183, loss: 6.5183, grad_norm: 4.7488 2020-10-24 05:09:42,466 - mmaction - INFO - Epoch [38][160/1492] lr: 1.000e-02, eta: 1 day, 6:13:04, time: 1.098, data_time: 0.001, memory: 5812, loss_cls: 6.5156, loss: 6.5156, grad_norm: 4.8043 2020-10-24 05:10:04,563 - mmaction - INFO - Epoch [38][180/1492] lr: 1.000e-02, eta: 1 day, 6:12:39, time: 1.099, data_time: 0.005, memory: 5812, loss_cls: 6.5418, loss: 6.5418, grad_norm: 4.8104 2020-10-24 05:10:26,509 - mmaction - INFO - Epoch [38][200/1492] lr: 1.000e-02, eta: 1 day, 6:12:14, time: 1.104, data_time: 0.011, memory: 5812, loss_cls: 6.6169, loss: 6.6169, grad_norm: 4.8919 2020-10-24 05:10:48,514 - mmaction - INFO - Epoch [38][220/1492] lr: 1.000e-02, eta: 1 day, 6:11:49, time: 1.100, data_time: 0.012, memory: 5812, loss_cls: 6.5654, loss: 6.5654, grad_norm: 4.7998 2020-10-24 05:11:09,934 - mmaction - INFO - Epoch [38][240/1492] lr: 1.000e-02, eta: 1 day, 6:11:23, time: 1.071, data_time: 0.003, memory: 5812, loss_cls: 6.5537, loss: 6.5537, grad_norm: 4.8594 2020-10-24 05:11:31,876 - mmaction - INFO - Epoch [38][260/1492] lr: 1.000e-02, eta: 1 day, 6:10:57, time: 1.097, data_time: 0.004, memory: 5812, loss_cls: 6.5029, loss: 6.5029, grad_norm: 4.8477 2020-10-24 05:11:53,952 - mmaction - INFO - Epoch [38][280/1492] lr: 1.000e-02, eta: 1 day, 6:10:32, time: 1.102, data_time: 0.006, memory: 5812, loss_cls: 6.4166, loss: 6.4166, grad_norm: 4.7996 2020-10-24 05:12:15,118 - mmaction - INFO - Epoch [38][300/1492] lr: 1.000e-02, eta: 1 day, 6:10:06, time: 1.063, data_time: 0.007, memory: 5812, loss_cls: 6.5327, loss: 6.5327, grad_norm: 4.7877 2020-10-24 05:12:36,745 - mmaction - INFO - Epoch [38][320/1492] lr: 1.000e-02, eta: 1 day, 6:09:40, time: 1.081, data_time: 0.003, memory: 5812, loss_cls: 6.3647, loss: 6.3647, grad_norm: 4.6769 2020-10-24 05:12:58,303 - mmaction - INFO - Epoch [38][340/1492] lr: 1.000e-02, eta: 1 day, 6:09:14, time: 1.078, data_time: 0.002, memory: 5812, loss_cls: 6.5520, loss: 6.5520, grad_norm: 4.8111 2020-10-24 05:13:19,759 - mmaction - INFO - Epoch [38][360/1492] lr: 1.000e-02, eta: 1 day, 6:08:48, time: 1.071, data_time: 0.001, memory: 5812, loss_cls: 6.4074, loss: 6.4074, grad_norm: 4.7856 2020-10-24 05:13:41,310 - mmaction - INFO - Epoch [38][380/1492] lr: 1.000e-02, eta: 1 day, 6:08:22, time: 1.074, data_time: 0.003, memory: 5812, loss_cls: 6.6381, loss: 6.6381, grad_norm: 4.9190 2020-10-24 05:14:02,722 - mmaction - INFO - Epoch [38][400/1492] lr: 1.000e-02, eta: 1 day, 6:07:56, time: 1.071, data_time: 0.007, memory: 5812, loss_cls: 6.4356, loss: 6.4356, grad_norm: 4.7841 2020-10-24 05:14:24,726 - mmaction - INFO - Epoch [38][420/1492] lr: 1.000e-02, eta: 1 day, 6:07:30, time: 1.094, data_time: 0.010, memory: 5812, loss_cls: 6.4733, loss: 6.4733, grad_norm: 4.8297 2020-10-24 05:14:45,861 - mmaction - INFO - Epoch [38][440/1492] lr: 1.000e-02, eta: 1 day, 6:07:04, time: 1.060, data_time: 0.015, memory: 5812, loss_cls: 6.5820, loss: 6.5820, grad_norm: 4.8977 2020-10-24 05:15:06,886 - mmaction - INFO - Epoch [38][460/1492] lr: 1.000e-02, eta: 1 day, 6:06:37, time: 1.054, data_time: 0.011, memory: 5812, loss_cls: 6.5623, loss: 6.5623, grad_norm: 4.8667 2020-10-24 05:15:28,292 - mmaction - INFO - Epoch [38][480/1492] lr: 1.000e-02, eta: 1 day, 6:06:11, time: 1.069, data_time: 0.008, memory: 5812, loss_cls: 6.6455, loss: 6.6455, grad_norm: 4.9131 2020-10-24 05:15:50,111 - mmaction - INFO - Epoch [38][500/1492] lr: 1.000e-02, eta: 1 day, 6:05:46, time: 1.094, data_time: 0.010, memory: 5812, loss_cls: 6.6464, loss: 6.6464, grad_norm: 4.9422 2020-10-24 05:16:11,231 - mmaction - INFO - Epoch [38][520/1492] lr: 1.000e-02, eta: 1 day, 6:05:19, time: 1.059, data_time: 0.009, memory: 5812, loss_cls: 6.6100, loss: 6.6100, grad_norm: 4.7926 2020-10-24 05:16:31,824 - mmaction - INFO - Epoch [38][540/1492] lr: 1.000e-02, eta: 1 day, 6:04:51, time: 1.030, data_time: 0.004, memory: 5812, loss_cls: 6.6621, loss: 6.6621, grad_norm: 4.8545 2020-10-24 05:16:54,170 - mmaction - INFO - Epoch [38][560/1492] lr: 1.000e-02, eta: 1 day, 6:04:27, time: 1.107, data_time: 0.003, memory: 5812, loss_cls: 6.5357, loss: 6.5357, grad_norm: 4.8574 2020-10-24 05:17:15,357 - mmaction - INFO - Epoch [38][580/1492] lr: 1.000e-02, eta: 1 day, 6:04:00, time: 1.064, data_time: 0.012, memory: 5812, loss_cls: 6.5419, loss: 6.5419, grad_norm: 4.7612 2020-10-24 05:17:36,925 - mmaction - INFO - Epoch [38][600/1492] lr: 1.000e-02, eta: 1 day, 6:03:34, time: 1.079, data_time: 0.009, memory: 5812, loss_cls: 6.5828, loss: 6.5828, grad_norm: 4.7778 2020-10-24 05:17:58,294 - mmaction - INFO - Epoch [38][620/1492] lr: 1.000e-02, eta: 1 day, 6:03:08, time: 1.073, data_time: 0.008, memory: 5812, loss_cls: 6.6467, loss: 6.6467, grad_norm: 4.8505 2020-10-24 05:18:20,166 - mmaction - INFO - Epoch [38][640/1492] lr: 1.000e-02, eta: 1 day, 6:02:43, time: 1.086, data_time: 0.004, memory: 5812, loss_cls: 6.5687, loss: 6.5687, grad_norm: 4.8101 2020-10-24 05:18:41,163 - mmaction - INFO - Epoch [38][660/1492] lr: 1.000e-02, eta: 1 day, 6:02:16, time: 1.054, data_time: 0.010, memory: 5812, loss_cls: 6.5346, loss: 6.5346, grad_norm: 4.8604 2020-10-24 05:19:02,278 - mmaction - INFO - Epoch [38][680/1492] lr: 1.000e-02, eta: 1 day, 6:01:49, time: 1.054, data_time: 0.010, memory: 5812, loss_cls: 6.5868, loss: 6.5868, grad_norm: 4.8105 2020-10-24 05:19:23,564 - mmaction - INFO - Epoch [38][700/1492] lr: 1.000e-02, eta: 1 day, 6:01:23, time: 1.070, data_time: 0.009, memory: 5812, loss_cls: 6.5137, loss: 6.5137, grad_norm: 4.8179 2020-10-24 05:19:45,257 - mmaction - INFO - Epoch [38][720/1492] lr: 1.000e-02, eta: 1 day, 6:00:57, time: 1.077, data_time: 0.003, memory: 5812, loss_cls: 6.5327, loss: 6.5327, grad_norm: 4.8559 2020-10-24 05:20:06,633 - mmaction - INFO - Epoch [38][740/1492] lr: 1.000e-02, eta: 1 day, 6:00:31, time: 1.073, data_time: 0.009, memory: 5812, loss_cls: 6.6428, loss: 6.6428, grad_norm: 4.7843 2020-10-24 05:20:27,844 - mmaction - INFO - Epoch [38][760/1492] lr: 1.000e-02, eta: 1 day, 6:00:05, time: 1.064, data_time: 0.009, memory: 5812, loss_cls: 6.6983, loss: 6.6983, grad_norm: 4.9641 2020-10-24 05:20:49,429 - mmaction - INFO - Epoch [38][780/1492] lr: 1.000e-02, eta: 1 day, 5:59:39, time: 1.077, data_time: 0.001, memory: 5812, loss_cls: 6.6551, loss: 6.6551, grad_norm: 4.9012 2020-10-24 05:21:11,146 - mmaction - INFO - Epoch [38][800/1492] lr: 1.000e-02, eta: 1 day, 5:59:14, time: 1.085, data_time: 0.005, memory: 5812, loss_cls: 6.5502, loss: 6.5502, grad_norm: 4.7838 2020-10-24 05:21:32,824 - mmaction - INFO - Epoch [38][820/1492] lr: 1.000e-02, eta: 1 day, 5:58:48, time: 1.087, data_time: 0.005, memory: 5812, loss_cls: 6.4553, loss: 6.4553, grad_norm: 4.7934 2020-10-24 05:21:54,478 - mmaction - INFO - Epoch [38][840/1492] lr: 1.000e-02, eta: 1 day, 5:58:22, time: 1.075, data_time: 0.002, memory: 5812, loss_cls: 6.5434, loss: 6.5434, grad_norm: 4.9326 2020-10-24 05:22:15,795 - mmaction - INFO - Epoch [38][860/1492] lr: 1.000e-02, eta: 1 day, 5:57:56, time: 1.071, data_time: 0.010, memory: 5812, loss_cls: 6.6457, loss: 6.6457, grad_norm: 4.8433 2020-10-24 05:22:37,502 - mmaction - INFO - Epoch [38][880/1492] lr: 1.000e-02, eta: 1 day, 5:57:30, time: 1.079, data_time: 0.007, memory: 5812, loss_cls: 6.6072, loss: 6.6072, grad_norm: 4.8569 2020-10-24 05:22:59,118 - mmaction - INFO - Epoch [38][900/1492] lr: 1.000e-02, eta: 1 day, 5:57:05, time: 1.088, data_time: 0.010, memory: 5812, loss_cls: 6.5516, loss: 6.5516, grad_norm: 4.8168 2020-10-24 05:23:20,304 - mmaction - INFO - Epoch [38][920/1492] lr: 1.000e-02, eta: 1 day, 5:56:38, time: 1.060, data_time: 0.003, memory: 5812, loss_cls: 6.5485, loss: 6.5485, grad_norm: 4.8700 2020-10-24 05:23:41,875 - mmaction - INFO - Epoch [38][940/1492] lr: 1.000e-02, eta: 1 day, 5:56:13, time: 1.079, data_time: 0.002, memory: 5812, loss_cls: 6.6498, loss: 6.6498, grad_norm: 4.8070 2020-10-24 05:24:03,062 - mmaction - INFO - Epoch [38][960/1492] lr: 1.000e-02, eta: 1 day, 5:55:46, time: 1.057, data_time: 0.010, memory: 5812, loss_cls: 6.4839, loss: 6.4839, grad_norm: 4.7814 2020-10-24 05:24:24,284 - mmaction - INFO - Epoch [38][980/1492] lr: 1.000e-02, eta: 1 day, 5:55:20, time: 1.059, data_time: 0.005, memory: 5812, loss_cls: 6.5836, loss: 6.5836, grad_norm: 4.9105 2020-10-24 05:24:45,921 - mmaction - INFO - Epoch [38][1000/1492] lr: 1.000e-02, eta: 1 day, 5:54:54, time: 1.083, data_time: 0.005, memory: 5812, loss_cls: 6.4850, loss: 6.4850, grad_norm: 4.8482 2020-10-24 05:25:07,628 - mmaction - INFO - Epoch [38][1020/1492] lr: 1.000e-02, eta: 1 day, 5:54:28, time: 1.087, data_time: 0.006, memory: 5812, loss_cls: 6.4879, loss: 6.4879, grad_norm: 4.7502 2020-10-24 05:25:29,258 - mmaction - INFO - Epoch [38][1040/1492] lr: 1.000e-02, eta: 1 day, 5:54:03, time: 1.084, data_time: 0.004, memory: 5812, loss_cls: 6.4369, loss: 6.4369, grad_norm: 4.8163 2020-10-24 05:25:50,595 - mmaction - INFO - Epoch [38][1060/1492] lr: 1.000e-02, eta: 1 day, 5:53:37, time: 1.067, data_time: 0.003, memory: 5812, loss_cls: 6.6166, loss: 6.6166, grad_norm: 4.8576 2020-10-24 05:26:12,251 - mmaction - INFO - Epoch [38][1080/1492] lr: 1.000e-02, eta: 1 day, 5:53:11, time: 1.082, data_time: 0.002, memory: 5812, loss_cls: 6.6282, loss: 6.6282, grad_norm: 4.7931 2020-10-24 05:26:33,756 - mmaction - INFO - Epoch [38][1100/1492] lr: 1.000e-02, eta: 1 day, 5:52:45, time: 1.074, data_time: 0.001, memory: 5812, loss_cls: 6.5496, loss: 6.5496, grad_norm: 4.8782 2020-10-24 05:26:55,324 - mmaction - INFO - Epoch [38][1120/1492] lr: 1.000e-02, eta: 1 day, 5:52:19, time: 1.078, data_time: 0.004, memory: 5812, loss_cls: 6.4767, loss: 6.4767, grad_norm: 4.9040 2020-10-24 05:27:17,387 - mmaction - INFO - Epoch [38][1140/1492] lr: 1.000e-02, eta: 1 day, 5:51:54, time: 1.103, data_time: 0.003, memory: 5812, loss_cls: 6.5856, loss: 6.5856, grad_norm: 4.7526 2020-10-24 05:27:39,125 - mmaction - INFO - Epoch [38][1160/1492] lr: 1.000e-02, eta: 1 day, 5:51:29, time: 1.083, data_time: 0.004, memory: 5812, loss_cls: 6.5874, loss: 6.5874, grad_norm: 4.7951 2020-10-24 05:28:00,161 - mmaction - INFO - Epoch [38][1180/1492] lr: 1.000e-02, eta: 1 day, 5:51:02, time: 1.053, data_time: 0.007, memory: 5812, loss_cls: 6.5142, loss: 6.5142, grad_norm: 4.7200 2020-10-24 05:28:22,222 - mmaction - INFO - Epoch [38][1200/1492] lr: 1.000e-02, eta: 1 day, 5:50:37, time: 1.102, data_time: 0.006, memory: 5812, loss_cls: 6.5365, loss: 6.5365, grad_norm: 4.8149 2020-10-24 05:28:43,244 - mmaction - INFO - Epoch [38][1220/1492] lr: 1.000e-02, eta: 1 day, 5:50:11, time: 1.056, data_time: 0.008, memory: 5812, loss_cls: 6.6014, loss: 6.6014, grad_norm: 4.8313 2020-10-24 05:29:05,414 - mmaction - INFO - Epoch [38][1240/1492] lr: 1.000e-02, eta: 1 day, 5:49:46, time: 1.105, data_time: 0.001, memory: 5812, loss_cls: 6.5497, loss: 6.5497, grad_norm: 4.9336 2020-10-24 05:29:26,408 - mmaction - INFO - Epoch [38][1260/1492] lr: 1.000e-02, eta: 1 day, 5:49:19, time: 1.039, data_time: 0.008, memory: 5812, loss_cls: 6.5544, loss: 6.5544, grad_norm: 4.8433 2020-10-24 05:29:47,919 - mmaction - INFO - Epoch [38][1280/1492] lr: 1.000e-02, eta: 1 day, 5:48:53, time: 1.090, data_time: 0.017, memory: 5812, loss_cls: 6.6225, loss: 6.6225, grad_norm: 4.8512 2020-10-24 05:30:09,566 - mmaction - INFO - Epoch [38][1300/1492] lr: 1.000e-02, eta: 1 day, 5:48:27, time: 1.072, data_time: 0.004, memory: 5812, loss_cls: 6.6857, loss: 6.6857, grad_norm: 4.9212 2020-10-24 05:30:30,792 - mmaction - INFO - Epoch [38][1320/1492] lr: 1.000e-02, eta: 1 day, 5:48:01, time: 1.066, data_time: 0.014, memory: 5812, loss_cls: 6.6224, loss: 6.6224, grad_norm: 4.8951 2020-10-24 05:30:52,244 - mmaction - INFO - Epoch [38][1340/1492] lr: 1.000e-02, eta: 1 day, 5:47:35, time: 1.077, data_time: 0.009, memory: 5812, loss_cls: 6.5200, loss: 6.5200, grad_norm: 4.8325 2020-10-24 05:31:13,662 - mmaction - INFO - Epoch [38][1360/1492] lr: 1.000e-02, eta: 1 day, 5:47:09, time: 1.069, data_time: 0.002, memory: 5812, loss_cls: 6.3518, loss: 6.3518, grad_norm: 4.8571 2020-10-24 05:31:34,923 - mmaction - INFO - Epoch [38][1380/1492] lr: 1.000e-02, eta: 1 day, 5:46:43, time: 1.062, data_time: 0.006, memory: 5812, loss_cls: 6.7351, loss: 6.7351, grad_norm: 5.0235 2020-10-24 05:31:56,991 - mmaction - INFO - Epoch [38][1400/1492] lr: 1.000e-02, eta: 1 day, 5:46:18, time: 1.108, data_time: 0.006, memory: 5812, loss_cls: 6.5187, loss: 6.5187, grad_norm: 4.7909 2020-10-24 05:32:17,418 - mmaction - INFO - Epoch [38][1420/1492] lr: 1.000e-02, eta: 1 day, 5:45:51, time: 1.018, data_time: 0.002, memory: 5812, loss_cls: 6.5666, loss: 6.5666, grad_norm: 4.8369 2020-10-24 05:32:39,314 - mmaction - INFO - Epoch [38][1440/1492] lr: 1.000e-02, eta: 1 day, 5:45:25, time: 1.096, data_time: 0.004, memory: 5812, loss_cls: 6.5855, loss: 6.5855, grad_norm: 4.8039 2020-10-24 05:33:00,868 - mmaction - INFO - Epoch [38][1460/1492] lr: 1.000e-02, eta: 1 day, 5:45:00, time: 1.075, data_time: 0.004, memory: 5812, loss_cls: 6.6315, loss: 6.6315, grad_norm: 4.8414 2020-10-24 05:33:22,186 - mmaction - INFO - Epoch [38][1480/1492] lr: 1.000e-02, eta: 1 day, 5:44:33, time: 1.066, data_time: 0.006, memory: 5812, loss_cls: 6.5849, loss: 6.5849, grad_norm: 4.8607 2020-10-24 05:34:14,262 - mmaction - INFO - Epoch [39][20/1492] lr: 1.000e-02, eta: 1 day, 5:44:00, time: 1.949, data_time: 1.060, memory: 5812, loss_cls: 6.5332, loss: 6.5332, grad_norm: 4.7043 2020-10-24 05:34:36,920 - mmaction - INFO - Epoch [39][40/1492] lr: 1.000e-02, eta: 1 day, 5:43:35, time: 1.130, data_time: 0.202, memory: 5812, loss_cls: 6.5688, loss: 6.5688, grad_norm: 4.8167 2020-10-24 05:34:59,698 - mmaction - INFO - Epoch [39][60/1492] lr: 1.000e-02, eta: 1 day, 5:43:12, time: 1.141, data_time: 0.010, memory: 5812, loss_cls: 6.5038, loss: 6.5038, grad_norm: 4.7309 2020-10-24 05:35:21,583 - mmaction - INFO - Epoch [39][80/1492] lr: 1.000e-02, eta: 1 day, 5:42:46, time: 1.088, data_time: 0.003, memory: 5812, loss_cls: 6.4754, loss: 6.4754, grad_norm: 4.8344 2020-10-24 05:35:42,804 - mmaction - INFO - Epoch [39][100/1492] lr: 1.000e-02, eta: 1 day, 5:42:20, time: 1.066, data_time: 0.011, memory: 5812, loss_cls: 6.5644, loss: 6.5644, grad_norm: 4.8536 2020-10-24 05:36:04,208 - mmaction - INFO - Epoch [39][120/1492] lr: 1.000e-02, eta: 1 day, 5:41:54, time: 1.072, data_time: 0.004, memory: 5812, loss_cls: 6.6742, loss: 6.6742, grad_norm: 4.8164 2020-10-24 05:36:25,210 - mmaction - INFO - Epoch [39][140/1492] lr: 1.000e-02, eta: 1 day, 5:41:28, time: 1.047, data_time: 0.002, memory: 5812, loss_cls: 6.4847, loss: 6.4847, grad_norm: 4.8262 2020-10-24 05:36:46,874 - mmaction - INFO - Epoch [39][160/1492] lr: 1.000e-02, eta: 1 day, 5:41:02, time: 1.087, data_time: 0.007, memory: 5812, loss_cls: 6.5391, loss: 6.5391, grad_norm: 4.8025 2020-10-24 05:37:07,780 - mmaction - INFO - Epoch [39][180/1492] lr: 1.000e-02, eta: 1 day, 5:40:35, time: 1.046, data_time: 0.001, memory: 5812, loss_cls: 6.5163, loss: 6.5163, grad_norm: 4.8289 2020-10-24 05:37:27,963 - mmaction - INFO - Epoch [39][200/1492] lr: 1.000e-02, eta: 1 day, 5:40:07, time: 1.007, data_time: 0.001, memory: 5812, loss_cls: 6.6266, loss: 6.6266, grad_norm: 4.8361 2020-10-24 05:37:49,740 - mmaction - INFO - Epoch [39][220/1492] lr: 1.000e-02, eta: 1 day, 5:39:42, time: 1.086, data_time: 0.005, memory: 5812, loss_cls: 6.5086, loss: 6.5086, grad_norm: 4.8816 2020-10-24 05:38:10,985 - mmaction - INFO - Epoch [39][240/1492] lr: 1.000e-02, eta: 1 day, 5:39:16, time: 1.065, data_time: 0.008, memory: 5812, loss_cls: 6.6968, loss: 6.6968, grad_norm: 4.9194 2020-10-24 05:38:31,756 - mmaction - INFO - Epoch [39][260/1492] lr: 1.000e-02, eta: 1 day, 5:38:49, time: 1.036, data_time: 0.005, memory: 5812, loss_cls: 6.5458, loss: 6.5458, grad_norm: 4.8012 2020-10-24 05:38:53,002 - mmaction - INFO - Epoch [39][280/1492] lr: 1.000e-02, eta: 1 day, 5:38:22, time: 1.061, data_time: 0.009, memory: 5812, loss_cls: 6.6534, loss: 6.6534, grad_norm: 5.0137 2020-10-24 05:39:14,161 - mmaction - INFO - Epoch [39][300/1492] lr: 1.000e-02, eta: 1 day, 5:37:56, time: 1.065, data_time: 0.009, memory: 5812, loss_cls: 6.5121, loss: 6.5121, grad_norm: 4.8649 2020-10-24 05:39:35,210 - mmaction - INFO - Epoch [39][320/1492] lr: 1.000e-02, eta: 1 day, 5:37:30, time: 1.043, data_time: 0.002, memory: 5812, loss_cls: 6.5415, loss: 6.5415, grad_norm: 4.8270 2020-10-24 05:39:56,086 - mmaction - INFO - Epoch [39][340/1492] lr: 1.000e-02, eta: 1 day, 5:37:03, time: 1.050, data_time: 0.012, memory: 5812, loss_cls: 6.4686, loss: 6.4686, grad_norm: 4.8595 2020-10-24 05:40:17,657 - mmaction - INFO - Epoch [39][360/1492] lr: 1.000e-02, eta: 1 day, 5:36:37, time: 1.073, data_time: 0.006, memory: 5812, loss_cls: 6.5904, loss: 6.5904, grad_norm: 4.9199 2020-10-24 05:40:38,145 - mmaction - INFO - Epoch [39][380/1492] lr: 1.000e-02, eta: 1 day, 5:36:10, time: 1.031, data_time: 0.013, memory: 5812, loss_cls: 6.6325, loss: 6.6325, grad_norm: 4.9898 2020-10-24 05:40:59,651 - mmaction - INFO - Epoch [39][400/1492] lr: 1.000e-02, eta: 1 day, 5:35:44, time: 1.072, data_time: 0.005, memory: 5812, loss_cls: 6.6354, loss: 6.6354, grad_norm: 4.9047 2020-10-24 05:41:19,795 - mmaction - INFO - Epoch [39][420/1492] lr: 1.000e-02, eta: 1 day, 5:35:16, time: 1.012, data_time: 0.011, memory: 5812, loss_cls: 6.6532, loss: 6.6532, grad_norm: 4.8094 2020-10-24 05:41:41,196 - mmaction - INFO - Epoch [39][440/1492] lr: 1.000e-02, eta: 1 day, 5:34:50, time: 1.068, data_time: 0.006, memory: 5812, loss_cls: 6.5493, loss: 6.5493, grad_norm: 4.8915 2020-10-24 05:42:01,953 - mmaction - INFO - Epoch [39][460/1492] lr: 1.000e-02, eta: 1 day, 5:34:23, time: 1.032, data_time: 0.006, memory: 5812, loss_cls: 6.7136, loss: 6.7136, grad_norm: 4.9322 2020-10-24 05:42:23,433 - mmaction - INFO - Epoch [39][480/1492] lr: 1.000e-02, eta: 1 day, 5:33:57, time: 1.080, data_time: 0.010, memory: 5812, loss_cls: 6.5372, loss: 6.5372, grad_norm: 4.7841 2020-10-24 05:42:44,035 - mmaction - INFO - Epoch [39][500/1492] lr: 1.000e-02, eta: 1 day, 5:33:30, time: 1.031, data_time: 0.006, memory: 5812, loss_cls: 6.4554, loss: 6.4554, grad_norm: 4.7989 2020-10-24 05:43:05,202 - mmaction - INFO - Epoch [39][520/1492] lr: 1.000e-02, eta: 1 day, 5:33:04, time: 1.059, data_time: 0.005, memory: 5812, loss_cls: 6.5007, loss: 6.5007, grad_norm: 4.9329 2020-10-24 05:43:26,221 - mmaction - INFO - Epoch [39][540/1492] lr: 1.000e-02, eta: 1 day, 5:32:38, time: 1.053, data_time: 0.006, memory: 5812, loss_cls: 6.5756, loss: 6.5756, grad_norm: 4.9689 2020-10-24 05:43:47,275 - mmaction - INFO - Epoch [39][560/1492] lr: 1.000e-02, eta: 1 day, 5:32:11, time: 1.046, data_time: 0.001, memory: 5812, loss_cls: 6.5894, loss: 6.5894, grad_norm: 4.8574 2020-10-24 05:44:08,753 - mmaction - INFO - Epoch [39][580/1492] lr: 1.000e-02, eta: 1 day, 5:31:45, time: 1.080, data_time: 0.010, memory: 5812, loss_cls: 6.5239, loss: 6.5239, grad_norm: 4.8218 2020-10-24 05:44:29,622 - mmaction - INFO - Epoch [39][600/1492] lr: 1.000e-02, eta: 1 day, 5:31:19, time: 1.044, data_time: 0.002, memory: 5812, loss_cls: 6.4422, loss: 6.4422, grad_norm: 4.8806 2020-10-24 05:44:50,492 - mmaction - INFO - Epoch [39][620/1492] lr: 1.000e-02, eta: 1 day, 5:30:52, time: 1.038, data_time: 0.002, memory: 5812, loss_cls: 6.5616, loss: 6.5616, grad_norm: 4.8465 2020-10-24 05:45:11,846 - mmaction - INFO - Epoch [39][640/1492] lr: 1.000e-02, eta: 1 day, 5:30:26, time: 1.068, data_time: 0.011, memory: 5812, loss_cls: 6.4750, loss: 6.4750, grad_norm: 4.7625 2020-10-24 05:45:32,728 - mmaction - INFO - Epoch [39][660/1492] lr: 1.000e-02, eta: 1 day, 5:29:59, time: 1.047, data_time: 0.008, memory: 5812, loss_cls: 6.4603, loss: 6.4603, grad_norm: 4.7643 2020-10-24 05:45:53,368 - mmaction - INFO - Epoch [39][680/1492] lr: 1.000e-02, eta: 1 day, 5:29:32, time: 1.023, data_time: 0.005, memory: 5812, loss_cls: 6.5823, loss: 6.5823, grad_norm: 4.8583 2020-10-24 05:46:13,864 - mmaction - INFO - Epoch [39][700/1492] lr: 1.000e-02, eta: 1 day, 5:29:04, time: 1.031, data_time: 0.016, memory: 5812, loss_cls: 6.5045, loss: 6.5045, grad_norm: 4.8107 2020-10-24 05:46:34,889 - mmaction - INFO - Epoch [39][720/1492] lr: 1.000e-02, eta: 1 day, 5:28:38, time: 1.055, data_time: 0.008, memory: 5812, loss_cls: 6.6556, loss: 6.6556, grad_norm: 4.9108 2020-10-24 05:46:56,411 - mmaction - INFO - Epoch [39][740/1492] lr: 1.000e-02, eta: 1 day, 5:28:12, time: 1.066, data_time: 0.007, memory: 5812, loss_cls: 6.6368, loss: 6.6368, grad_norm: 4.7936 2020-10-24 05:47:17,438 - mmaction - INFO - Epoch [39][760/1492] lr: 1.000e-02, eta: 1 day, 5:27:46, time: 1.061, data_time: 0.014, memory: 5812, loss_cls: 6.5714, loss: 6.5714, grad_norm: 4.8764 2020-10-24 05:47:38,812 - mmaction - INFO - Epoch [39][780/1492] lr: 1.000e-02, eta: 1 day, 5:27:20, time: 1.063, data_time: 0.004, memory: 5812, loss_cls: 6.5584, loss: 6.5584, grad_norm: 4.8243 2020-10-24 05:47:59,396 - mmaction - INFO - Epoch [39][800/1492] lr: 1.000e-02, eta: 1 day, 5:26:53, time: 1.035, data_time: 0.008, memory: 5812, loss_cls: 6.5187, loss: 6.5187, grad_norm: 4.8260 2020-10-24 05:48:20,611 - mmaction - INFO - Epoch [39][820/1492] lr: 1.000e-02, eta: 1 day, 5:26:27, time: 1.055, data_time: 0.002, memory: 5812, loss_cls: 6.4124, loss: 6.4124, grad_norm: 4.7360 2020-10-24 05:48:41,689 - mmaction - INFO - Epoch [39][840/1492] lr: 1.000e-02, eta: 1 day, 5:26:00, time: 1.058, data_time: 0.009, memory: 5812, loss_cls: 6.5924, loss: 6.5924, grad_norm: 4.8275 2020-10-24 05:49:02,723 - mmaction - INFO - Epoch [39][860/1492] lr: 1.000e-02, eta: 1 day, 5:25:34, time: 1.050, data_time: 0.009, memory: 5812, loss_cls: 6.5559, loss: 6.5559, grad_norm: 4.7926 2020-10-24 05:49:23,830 - mmaction - INFO - Epoch [39][880/1492] lr: 1.000e-02, eta: 1 day, 5:25:08, time: 1.058, data_time: 0.006, memory: 5812, loss_cls: 6.5216, loss: 6.5216, grad_norm: 4.8587 2020-10-24 05:49:44,645 - mmaction - INFO - Epoch [39][900/1492] lr: 1.000e-02, eta: 1 day, 5:24:41, time: 1.039, data_time: 0.003, memory: 5812, loss_cls: 6.5182, loss: 6.5182, grad_norm: 4.8591 2020-10-24 05:50:05,648 - mmaction - INFO - Epoch [39][920/1492] lr: 1.000e-02, eta: 1 day, 5:24:14, time: 1.053, data_time: 0.006, memory: 5812, loss_cls: 6.6133, loss: 6.6133, grad_norm: 4.8938 2020-10-24 05:50:26,602 - mmaction - INFO - Epoch [39][940/1492] lr: 1.000e-02, eta: 1 day, 5:23:48, time: 1.039, data_time: 0.001, memory: 5812, loss_cls: 6.6519, loss: 6.6519, grad_norm: 4.8427 2020-10-24 05:50:48,301 - mmaction - INFO - Epoch [39][960/1492] lr: 1.000e-02, eta: 1 day, 5:23:22, time: 1.093, data_time: 0.011, memory: 5812, loss_cls: 6.5141, loss: 6.5141, grad_norm: 4.8178 2020-10-24 05:51:09,317 - mmaction - INFO - Epoch [39][980/1492] lr: 1.000e-02, eta: 1 day, 5:22:56, time: 1.051, data_time: 0.005, memory: 5812, loss_cls: 6.5944, loss: 6.5944, grad_norm: 4.8103 2020-10-24 05:51:30,504 - mmaction - INFO - Epoch [39][1000/1492] lr: 1.000e-02, eta: 1 day, 5:22:30, time: 1.056, data_time: 0.004, memory: 5812, loss_cls: 6.3977, loss: 6.3977, grad_norm: 4.7162 2020-10-24 05:51:51,808 - mmaction - INFO - Epoch [39][1020/1492] lr: 1.000e-02, eta: 1 day, 5:22:04, time: 1.064, data_time: 0.005, memory: 5812, loss_cls: 6.4233, loss: 6.4233, grad_norm: 4.7606 2020-10-24 05:52:13,101 - mmaction - INFO - Epoch [39][1040/1492] lr: 1.000e-02, eta: 1 day, 5:21:38, time: 1.066, data_time: 0.009, memory: 5812, loss_cls: 6.6487, loss: 6.6487, grad_norm: 4.9533 2020-10-24 05:52:34,359 - mmaction - INFO - Epoch [39][1060/1492] lr: 1.000e-02, eta: 1 day, 5:21:12, time: 1.066, data_time: 0.005, memory: 5812, loss_cls: 6.6307, loss: 6.6307, grad_norm: 4.9218 2020-10-24 05:52:55,119 - mmaction - INFO - Epoch [39][1080/1492] lr: 1.000e-02, eta: 1 day, 5:20:45, time: 1.037, data_time: 0.003, memory: 5812, loss_cls: 6.5272, loss: 6.5272, grad_norm: 4.8079 2020-10-24 05:53:16,079 - mmaction - INFO - Epoch [39][1100/1492] lr: 1.000e-02, eta: 1 day, 5:20:18, time: 1.048, data_time: 0.001, memory: 5812, loss_cls: 6.5204, loss: 6.5204, grad_norm: 4.8222 2020-10-24 05:53:37,635 - mmaction - INFO - Epoch [39][1120/1492] lr: 1.000e-02, eta: 1 day, 5:19:53, time: 1.074, data_time: 0.005, memory: 5812, loss_cls: 6.5601, loss: 6.5601, grad_norm: 4.9375 2020-10-24 05:53:58,464 - mmaction - INFO - Epoch [39][1140/1492] lr: 1.000e-02, eta: 1 day, 5:19:26, time: 1.041, data_time: 0.006, memory: 5812, loss_cls: 6.6621, loss: 6.6621, grad_norm: 4.8145 2020-10-24 05:54:19,693 - mmaction - INFO - Epoch [39][1160/1492] lr: 1.000e-02, eta: 1 day, 5:19:00, time: 1.060, data_time: 0.007, memory: 5812, loss_cls: 6.6042, loss: 6.6042, grad_norm: 4.7678 2020-10-24 05:54:40,776 - mmaction - INFO - Epoch [39][1180/1492] lr: 1.000e-02, eta: 1 day, 5:18:33, time: 1.050, data_time: 0.010, memory: 5812, loss_cls: 6.5286, loss: 6.5286, grad_norm: 4.8110 2020-10-24 05:55:02,031 - mmaction - INFO - Epoch [39][1200/1492] lr: 1.000e-02, eta: 1 day, 5:18:08, time: 1.073, data_time: 0.014, memory: 5812, loss_cls: 6.6102, loss: 6.6102, grad_norm: 4.8113 2020-10-24 05:55:23,114 - mmaction - INFO - Epoch [39][1220/1492] lr: 1.000e-02, eta: 1 day, 5:17:41, time: 1.046, data_time: 0.002, memory: 5812, loss_cls: 6.4937, loss: 6.4937, grad_norm: 4.7140 2020-10-24 05:55:44,207 - mmaction - INFO - Epoch [39][1240/1492] lr: 1.000e-02, eta: 1 day, 5:17:15, time: 1.057, data_time: 0.010, memory: 5812, loss_cls: 6.5401, loss: 6.5401, grad_norm: 4.8529 2020-10-24 05:56:05,062 - mmaction - INFO - Epoch [39][1260/1492] lr: 1.000e-02, eta: 1 day, 5:16:48, time: 1.046, data_time: 0.008, memory: 5812, loss_cls: 6.5635, loss: 6.5635, grad_norm: 4.8816 2020-10-24 05:56:26,631 - mmaction - INFO - Epoch [39][1280/1492] lr: 1.000e-02, eta: 1 day, 5:16:23, time: 1.080, data_time: 0.004, memory: 5812, loss_cls: 6.4927, loss: 6.4927, grad_norm: 4.8203 2020-10-24 05:56:47,653 - mmaction - INFO - Epoch [39][1300/1492] lr: 1.000e-02, eta: 1 day, 5:15:57, time: 1.048, data_time: 0.001, memory: 5812, loss_cls: 6.5887, loss: 6.5887, grad_norm: 4.7420 2020-10-24 05:57:08,019 - mmaction - INFO - Epoch [39][1320/1492] lr: 1.000e-02, eta: 1 day, 5:15:29, time: 1.017, data_time: 0.008, memory: 5812, loss_cls: 6.6904, loss: 6.6904, grad_norm: 4.8696 2020-10-24 05:57:28,923 - mmaction - INFO - Epoch [39][1340/1492] lr: 1.000e-02, eta: 1 day, 5:15:03, time: 1.046, data_time: 0.007, memory: 5812, loss_cls: 6.4532, loss: 6.4532, grad_norm: 4.7242 2020-10-24 05:57:49,876 - mmaction - INFO - Epoch [39][1360/1492] lr: 1.000e-02, eta: 1 day, 5:14:36, time: 1.044, data_time: 0.008, memory: 5812, loss_cls: 6.5504, loss: 6.5504, grad_norm: 4.8585 2020-10-24 05:58:10,971 - mmaction - INFO - Epoch [39][1380/1492] lr: 1.000e-02, eta: 1 day, 5:14:10, time: 1.061, data_time: 0.009, memory: 5812, loss_cls: 6.6018, loss: 6.6018, grad_norm: 4.8034 2020-10-24 05:58:32,299 - mmaction - INFO - Epoch [39][1400/1492] lr: 1.000e-02, eta: 1 day, 5:13:44, time: 1.064, data_time: 0.002, memory: 5812, loss_cls: 6.7191, loss: 6.7191, grad_norm: 4.7732 2020-10-24 05:58:53,276 - mmaction - INFO - Epoch [39][1420/1492] lr: 1.000e-02, eta: 1 day, 5:13:17, time: 1.048, data_time: 0.006, memory: 5812, loss_cls: 6.5008, loss: 6.5008, grad_norm: 4.7558 2020-10-24 05:59:13,904 - mmaction - INFO - Epoch [39][1440/1492] lr: 1.000e-02, eta: 1 day, 5:12:51, time: 1.034, data_time: 0.006, memory: 5812, loss_cls: 6.5688, loss: 6.5688, grad_norm: 4.8343 2020-10-24 05:59:35,195 - mmaction - INFO - Epoch [39][1460/1492] lr: 1.000e-02, eta: 1 day, 5:12:24, time: 1.055, data_time: 0.002, memory: 5812, loss_cls: 6.6345, loss: 6.6345, grad_norm: 4.8779 2020-10-24 05:59:56,204 - mmaction - INFO - Epoch [39][1480/1492] lr: 1.000e-02, eta: 1 day, 5:11:58, time: 1.060, data_time: 0.012, memory: 5812, loss_cls: 6.5513, loss: 6.5513, grad_norm: 4.8129 2020-10-24 06:02:10,144 - mmaction - INFO - Epoch [40][20/1492] lr: 1.000e-02, eta: 1 day, 5:13:32, time: 6.039, data_time: 4.892, memory: 5812, loss_cls: 6.5519, loss: 6.5519, grad_norm: 4.8502 2020-10-24 06:02:30,205 - mmaction - INFO - Epoch [40][40/1492] lr: 1.000e-02, eta: 1 day, 5:13:04, time: 1.000, data_time: 0.007, memory: 5812, loss_cls: 6.5844, loss: 6.5844, grad_norm: 4.8400 2020-10-24 06:02:51,849 - mmaction - INFO - Epoch [40][60/1492] lr: 1.000e-02, eta: 1 day, 5:12:39, time: 1.082, data_time: 0.005, memory: 5812, loss_cls: 6.5445, loss: 6.5445, grad_norm: 4.8368 2020-10-24 06:03:12,862 - mmaction - INFO - Epoch [40][80/1492] lr: 1.000e-02, eta: 1 day, 5:12:13, time: 1.053, data_time: 0.006, memory: 5812, loss_cls: 6.5440, loss: 6.5440, grad_norm: 4.9153 2020-10-24 06:03:34,170 - mmaction - INFO - Epoch [40][100/1492] lr: 1.000e-02, eta: 1 day, 5:11:47, time: 1.063, data_time: 0.003, memory: 5812, loss_cls: 6.5355, loss: 6.5355, grad_norm: 4.8622 2020-10-24 06:03:56,579 - mmaction - INFO - Epoch [40][120/1492] lr: 1.000e-02, eta: 1 day, 5:11:22, time: 1.122, data_time: 0.005, memory: 5812, loss_cls: 6.4795, loss: 6.4795, grad_norm: 4.7928 2020-10-24 06:04:18,153 - mmaction - INFO - Epoch [40][140/1492] lr: 1.000e-02, eta: 1 day, 5:10:57, time: 1.079, data_time: 0.003, memory: 5812, loss_cls: 6.4556, loss: 6.4556, grad_norm: 4.8556 2020-10-24 06:04:39,548 - mmaction - INFO - Epoch [40][160/1492] lr: 1.000e-02, eta: 1 day, 5:10:31, time: 1.065, data_time: 0.002, memory: 5812, loss_cls: 6.5049, loss: 6.5049, grad_norm: 4.8075 2020-10-24 06:05:00,912 - mmaction - INFO - Epoch [40][180/1492] lr: 1.000e-02, eta: 1 day, 5:10:05, time: 1.070, data_time: 0.009, memory: 5812, loss_cls: 6.4390, loss: 6.4390, grad_norm: 4.7448 2020-10-24 06:05:22,381 - mmaction - INFO - Epoch [40][200/1492] lr: 1.000e-02, eta: 1 day, 5:09:39, time: 1.070, data_time: 0.006, memory: 5812, loss_cls: 6.5645, loss: 6.5645, grad_norm: 4.9002 2020-10-24 06:05:43,015 - mmaction - INFO - Epoch [40][220/1492] lr: 1.000e-02, eta: 1 day, 5:09:13, time: 1.038, data_time: 0.010, memory: 5812, loss_cls: 6.4958, loss: 6.4958, grad_norm: 4.7911 2020-10-24 06:06:04,777 - mmaction - INFO - Epoch [40][240/1492] lr: 1.000e-02, eta: 1 day, 5:08:47, time: 1.077, data_time: 0.002, memory: 5812, loss_cls: 6.4225, loss: 6.4225, grad_norm: 4.8099 2020-10-24 06:06:25,246 - mmaction - INFO - Epoch [40][260/1492] lr: 1.000e-02, eta: 1 day, 5:08:20, time: 1.034, data_time: 0.013, memory: 5812, loss_cls: 6.5672, loss: 6.5672, grad_norm: 4.7850 2020-10-24 06:06:46,566 - mmaction - INFO - Epoch [40][280/1492] lr: 1.000e-02, eta: 1 day, 5:07:54, time: 1.066, data_time: 0.003, memory: 5812, loss_cls: 6.4315, loss: 6.4315, grad_norm: 4.8396 2020-10-24 06:07:07,713 - mmaction - INFO - Epoch [40][300/1492] lr: 1.000e-02, eta: 1 day, 5:07:28, time: 1.058, data_time: 0.003, memory: 5812, loss_cls: 6.4813, loss: 6.4813, grad_norm: 4.8507 2020-10-24 06:07:29,317 - mmaction - INFO - Epoch [40][320/1492] lr: 1.000e-02, eta: 1 day, 5:07:03, time: 1.081, data_time: 0.002, memory: 5812, loss_cls: 6.5721, loss: 6.5721, grad_norm: 4.8395 2020-10-24 06:07:50,687 - mmaction - INFO - Epoch [40][340/1492] lr: 1.000e-02, eta: 1 day, 5:06:37, time: 1.068, data_time: 0.003, memory: 5812, loss_cls: 6.5246, loss: 6.5246, grad_norm: 4.8015 2020-10-24 06:08:12,213 - mmaction - INFO - Epoch [40][360/1492] lr: 1.000e-02, eta: 1 day, 5:06:11, time: 1.074, data_time: 0.005, memory: 5812, loss_cls: 6.3858, loss: 6.3858, grad_norm: 4.7675 2020-10-24 06:08:32,491 - mmaction - INFO - Epoch [40][380/1492] lr: 1.000e-02, eta: 1 day, 5:05:44, time: 1.016, data_time: 0.232, memory: 5812, loss_cls: 6.5874, loss: 6.5874, grad_norm: 4.8609 2020-10-24 06:08:54,436 - mmaction - INFO - Epoch [40][400/1492] lr: 1.000e-02, eta: 1 day, 5:05:18, time: 1.087, data_time: 0.440, memory: 5812, loss_cls: 6.6640, loss: 6.6640, grad_norm: 4.8927 2020-10-24 06:09:15,808 - mmaction - INFO - Epoch [40][420/1492] lr: 1.000e-02, eta: 1 day, 5:04:53, time: 1.080, data_time: 0.482, memory: 5812, loss_cls: 6.6178, loss: 6.6178, grad_norm: 4.7801 2020-10-24 06:09:37,039 - mmaction - INFO - Epoch [40][440/1492] lr: 1.000e-02, eta: 1 day, 5:04:27, time: 1.058, data_time: 0.486, memory: 5812, loss_cls: 6.3989, loss: 6.3989, grad_norm: 4.6271 2020-10-24 06:09:58,193 - mmaction - INFO - Epoch [40][460/1492] lr: 1.000e-02, eta: 1 day, 5:04:00, time: 1.051, data_time: 0.443, memory: 5812, loss_cls: 6.4747, loss: 6.4747, grad_norm: 4.7629 2020-10-24 06:10:19,506 - mmaction - INFO - Epoch [40][480/1492] lr: 1.000e-02, eta: 1 day, 5:03:35, time: 1.074, data_time: 0.480, memory: 5812, loss_cls: 6.5793, loss: 6.5793, grad_norm: 4.7540 2020-10-24 06:10:40,596 - mmaction - INFO - Epoch [40][500/1492] lr: 1.000e-02, eta: 1 day, 5:03:08, time: 1.044, data_time: 0.460, memory: 5812, loss_cls: 6.4596, loss: 6.4596, grad_norm: 4.7868 2020-10-24 06:11:02,186 - mmaction - INFO - Epoch [40][520/1492] lr: 1.000e-02, eta: 1 day, 5:02:43, time: 1.089, data_time: 0.509, memory: 5812, loss_cls: 6.5372, loss: 6.5372, grad_norm: 4.8103 2020-10-24 06:11:24,041 - mmaction - INFO - Epoch [40][540/1492] lr: 1.000e-02, eta: 1 day, 5:02:18, time: 1.093, data_time: 0.501, memory: 5812, loss_cls: 6.5344, loss: 6.5344, grad_norm: 4.7990 2020-10-24 06:11:45,484 - mmaction - INFO - Epoch [40][560/1492] lr: 1.000e-02, eta: 1 day, 5:01:52, time: 1.071, data_time: 0.474, memory: 5812, loss_cls: 6.5608, loss: 6.5608, grad_norm: 4.8610 2020-10-24 06:12:07,226 - mmaction - INFO - Epoch [40][580/1492] lr: 1.000e-02, eta: 1 day, 5:01:27, time: 1.082, data_time: 0.484, memory: 5812, loss_cls: 6.6376, loss: 6.6376, grad_norm: 4.9038 2020-10-24 06:12:28,820 - mmaction - INFO - Epoch [40][600/1492] lr: 1.000e-02, eta: 1 day, 5:01:02, time: 1.078, data_time: 0.461, memory: 5812, loss_cls: 6.6216, loss: 6.6216, grad_norm: 4.8963 2020-10-24 06:12:49,916 - mmaction - INFO - Epoch [40][620/1492] lr: 1.000e-02, eta: 1 day, 5:00:36, time: 1.062, data_time: 0.470, memory: 5812, loss_cls: 6.4882, loss: 6.4882, grad_norm: 4.8073 2020-10-24 06:13:11,074 - mmaction - INFO - Epoch [40][640/1492] lr: 1.000e-02, eta: 1 day, 5:00:09, time: 1.056, data_time: 0.472, memory: 5812, loss_cls: 6.6131, loss: 6.6131, grad_norm: 4.8483 2020-10-24 06:13:33,130 - mmaction - INFO - Epoch [40][660/1492] lr: 1.000e-02, eta: 1 day, 4:59:45, time: 1.105, data_time: 0.499, memory: 5812, loss_cls: 6.5904, loss: 6.5904, grad_norm: 4.9257 2020-10-24 06:13:54,261 - mmaction - INFO - Epoch [40][680/1492] lr: 1.000e-02, eta: 1 day, 4:59:18, time: 1.047, data_time: 0.453, memory: 5812, loss_cls: 6.4624, loss: 6.4624, grad_norm: 4.8044 2020-10-24 06:14:15,982 - mmaction - INFO - Epoch [40][700/1492] lr: 1.000e-02, eta: 1 day, 4:58:53, time: 1.092, data_time: 0.522, memory: 5812, loss_cls: 6.6732, loss: 6.6732, grad_norm: 4.9211 2020-10-24 06:14:37,161 - mmaction - INFO - Epoch [40][720/1492] lr: 1.000e-02, eta: 1 day, 4:58:27, time: 1.059, data_time: 0.463, memory: 5812, loss_cls: 6.5819, loss: 6.5819, grad_norm: 4.8722 2020-10-24 06:14:58,471 - mmaction - INFO - Epoch [40][740/1492] lr: 1.000e-02, eta: 1 day, 4:58:01, time: 1.066, data_time: 0.479, memory: 5812, loss_cls: 6.5491, loss: 6.5491, grad_norm: 4.8343 2020-10-24 06:15:19,402 - mmaction - INFO - Epoch [40][760/1492] lr: 1.000e-02, eta: 1 day, 4:57:35, time: 1.044, data_time: 0.488, memory: 5812, loss_cls: 6.5325, loss: 6.5325, grad_norm: 4.8031 2020-10-24 06:15:40,472 - mmaction - INFO - Epoch [40][780/1492] lr: 1.000e-02, eta: 1 day, 4:57:09, time: 1.056, data_time: 0.449, memory: 5812, loss_cls: 6.6064, loss: 6.6064, grad_norm: 4.9248 2020-10-24 06:16:02,476 - mmaction - INFO - Epoch [40][800/1492] lr: 1.000e-02, eta: 1 day, 4:56:44, time: 1.101, data_time: 0.480, memory: 5812, loss_cls: 6.6443, loss: 6.6443, grad_norm: 4.9237 2020-10-24 06:16:23,644 - mmaction - INFO - Epoch [40][820/1492] lr: 1.000e-02, eta: 1 day, 4:56:18, time: 1.062, data_time: 0.485, memory: 5812, loss_cls: 6.4875, loss: 6.4875, grad_norm: 4.8807 2020-10-24 06:16:44,850 - mmaction - INFO - Epoch [40][840/1492] lr: 1.000e-02, eta: 1 day, 4:55:52, time: 1.051, data_time: 0.460, memory: 5812, loss_cls: 6.6114, loss: 6.6114, grad_norm: 4.9140 2020-10-24 06:17:06,073 - mmaction - INFO - Epoch [40][860/1492] lr: 1.000e-02, eta: 1 day, 4:55:26, time: 1.069, data_time: 0.495, memory: 5812, loss_cls: 6.4756, loss: 6.4756, grad_norm: 4.7611 2020-10-24 06:17:27,428 - mmaction - INFO - Epoch [40][880/1492] lr: 1.000e-02, eta: 1 day, 4:55:00, time: 1.065, data_time: 0.480, memory: 5812, loss_cls: 6.5474, loss: 6.5474, grad_norm: 4.8340 2020-10-24 06:17:49,340 - mmaction - INFO - Epoch [40][900/1492] lr: 1.000e-02, eta: 1 day, 4:54:35, time: 1.100, data_time: 0.472, memory: 5812, loss_cls: 6.5244, loss: 6.5244, grad_norm: 4.9041 2020-10-24 06:18:10,112 - mmaction - INFO - Epoch [40][920/1492] lr: 1.000e-02, eta: 1 day, 4:54:09, time: 1.034, data_time: 0.436, memory: 5812, loss_cls: 6.5512, loss: 6.5512, grad_norm: 4.7983 2020-10-24 06:18:31,644 - mmaction - INFO - Epoch [40][940/1492] lr: 1.000e-02, eta: 1 day, 4:53:43, time: 1.072, data_time: 0.477, memory: 5812, loss_cls: 6.6558, loss: 6.6558, grad_norm: 4.8905 2020-10-24 06:18:52,620 - mmaction - INFO - Epoch [40][960/1492] lr: 1.000e-02, eta: 1 day, 4:53:17, time: 1.057, data_time: 0.469, memory: 5812, loss_cls: 6.6662, loss: 6.6662, grad_norm: 4.9484 2020-10-24 06:19:14,392 - mmaction - INFO - Epoch [40][980/1492] lr: 1.000e-02, eta: 1 day, 4:52:52, time: 1.089, data_time: 0.471, memory: 5812, loss_cls: 6.5459, loss: 6.5459, grad_norm: 4.9017 2020-10-24 06:19:35,862 - mmaction - INFO - Epoch [40][1000/1492] lr: 1.000e-02, eta: 1 day, 4:52:26, time: 1.072, data_time: 0.467, memory: 5812, loss_cls: 6.5168, loss: 6.5168, grad_norm: 4.8737 2020-10-24 06:19:57,600 - mmaction - INFO - Epoch [40][1020/1492] lr: 1.000e-02, eta: 1 day, 4:52:01, time: 1.089, data_time: 0.499, memory: 5812, loss_cls: 6.6584, loss: 6.6584, grad_norm: 4.8637 2020-10-24 06:20:18,757 - mmaction - INFO - Epoch [40][1040/1492] lr: 1.000e-02, eta: 1 day, 4:51:35, time: 1.057, data_time: 0.442, memory: 5812, loss_cls: 6.5508, loss: 6.5508, grad_norm: 4.7608 2020-10-24 06:20:39,685 - mmaction - INFO - Epoch [40][1060/1492] lr: 1.000e-02, eta: 1 day, 4:51:08, time: 1.036, data_time: 0.436, memory: 5812, loss_cls: 6.5400, loss: 6.5400, grad_norm: 4.8020 2020-10-24 06:21:01,643 - mmaction - INFO - Epoch [40][1080/1492] lr: 1.000e-02, eta: 1 day, 4:50:44, time: 1.108, data_time: 0.489, memory: 5812, loss_cls: 6.5603, loss: 6.5603, grad_norm: 4.8262 2020-10-24 06:21:23,167 - mmaction - INFO - Epoch [40][1100/1492] lr: 1.000e-02, eta: 1 day, 4:50:18, time: 1.068, data_time: 0.483, memory: 5812, loss_cls: 6.6464, loss: 6.6464, grad_norm: 4.8487 2020-10-24 06:21:44,286 - mmaction - INFO - Epoch [40][1120/1492] lr: 1.000e-02, eta: 1 day, 4:49:52, time: 1.060, data_time: 0.462, memory: 5812, loss_cls: 6.5398, loss: 6.5398, grad_norm: 4.7822 2020-10-24 06:22:04,981 - mmaction - INFO - Epoch [40][1140/1492] lr: 1.000e-02, eta: 1 day, 4:49:25, time: 1.037, data_time: 0.442, memory: 5812, loss_cls: 6.4905, loss: 6.4905, grad_norm: 4.8026 2020-10-24 06:22:26,475 - mmaction - INFO - Epoch [40][1160/1492] lr: 1.000e-02, eta: 1 day, 4:49:00, time: 1.073, data_time: 0.460, memory: 5812, loss_cls: 6.6757, loss: 6.6757, grad_norm: 4.8780 2020-10-24 06:22:48,268 - mmaction - INFO - Epoch [40][1180/1492] lr: 1.000e-02, eta: 1 day, 4:48:35, time: 1.090, data_time: 0.475, memory: 5812, loss_cls: 6.5709, loss: 6.5709, grad_norm: 4.8981 2020-10-24 06:23:09,636 - mmaction - INFO - Epoch [40][1200/1492] lr: 1.000e-02, eta: 1 day, 4:48:09, time: 1.066, data_time: 0.480, memory: 5812, loss_cls: 6.6180, loss: 6.6180, grad_norm: 5.0001 2020-10-24 06:23:31,448 - mmaction - INFO - Epoch [40][1220/1492] lr: 1.000e-02, eta: 1 day, 4:47:44, time: 1.093, data_time: 0.477, memory: 5812, loss_cls: 6.4571, loss: 6.4571, grad_norm: 4.7850 2020-10-24 06:23:53,007 - mmaction - INFO - Epoch [40][1240/1492] lr: 1.000e-02, eta: 1 day, 4:47:19, time: 1.077, data_time: 0.459, memory: 5812, loss_cls: 6.6335, loss: 6.6335, grad_norm: 4.8341 2020-10-24 06:24:14,066 - mmaction - INFO - Epoch [40][1260/1492] lr: 1.000e-02, eta: 1 day, 4:46:52, time: 1.051, data_time: 0.466, memory: 5812, loss_cls: 6.5986, loss: 6.5986, grad_norm: 4.7527 2020-10-24 06:24:35,456 - mmaction - INFO - Epoch [40][1280/1492] lr: 1.000e-02, eta: 1 day, 4:46:27, time: 1.075, data_time: 0.465, memory: 5812, loss_cls: 6.5976, loss: 6.5976, grad_norm: 4.7794 2020-10-24 06:24:56,703 - mmaction - INFO - Epoch [40][1300/1492] lr: 1.000e-02, eta: 1 day, 4:46:01, time: 1.056, data_time: 0.459, memory: 5812, loss_cls: 6.6075, loss: 6.6075, grad_norm: 4.7764 2020-10-24 06:25:17,530 - mmaction - INFO - Epoch [40][1320/1492] lr: 1.000e-02, eta: 1 day, 4:45:34, time: 1.033, data_time: 0.447, memory: 5812, loss_cls: 6.4595, loss: 6.4595, grad_norm: 4.7856 2020-10-24 06:25:38,974 - mmaction - INFO - Epoch [40][1340/1492] lr: 1.000e-02, eta: 1 day, 4:45:09, time: 1.079, data_time: 0.499, memory: 5812, loss_cls: 6.5738, loss: 6.5738, grad_norm: 4.8357 2020-10-24 06:26:00,324 - mmaction - INFO - Epoch [40][1360/1492] lr: 1.000e-02, eta: 1 day, 4:44:43, time: 1.072, data_time: 0.465, memory: 5812, loss_cls: 6.5105, loss: 6.5105, grad_norm: 4.8245 2020-10-24 06:26:21,909 - mmaction - INFO - Epoch [40][1380/1492] lr: 1.000e-02, eta: 1 day, 4:44:18, time: 1.080, data_time: 0.500, memory: 5812, loss_cls: 6.5476, loss: 6.5476, grad_norm: 4.8377 2020-10-24 06:26:43,481 - mmaction - INFO - Epoch [40][1400/1492] lr: 1.000e-02, eta: 1 day, 4:43:52, time: 1.074, data_time: 0.470, memory: 5812, loss_cls: 6.5811, loss: 6.5811, grad_norm: 4.8798 2020-10-24 06:27:04,832 - mmaction - INFO - Epoch [40][1420/1492] lr: 1.000e-02, eta: 1 day, 4:43:27, time: 1.068, data_time: 0.471, memory: 5812, loss_cls: 6.5065, loss: 6.5065, grad_norm: 4.8475 2020-10-24 06:27:25,330 - mmaction - INFO - Epoch [40][1440/1492] lr: 1.000e-02, eta: 1 day, 4:43:00, time: 1.028, data_time: 0.437, memory: 5812, loss_cls: 6.5500, loss: 6.5500, grad_norm: 4.9597 2020-10-24 06:27:46,810 - mmaction - INFO - Epoch [40][1460/1492] lr: 1.000e-02, eta: 1 day, 4:42:34, time: 1.076, data_time: 0.481, memory: 5812, loss_cls: 6.5218, loss: 6.5218, grad_norm: 4.7839 2020-10-24 06:28:08,277 - mmaction - INFO - Epoch [40][1480/1492] lr: 1.000e-02, eta: 1 day, 4:42:09, time: 1.073, data_time: 0.480, memory: 5812, loss_cls: 6.5430, loss: 6.5430, grad_norm: 4.8773 2020-10-24 06:28:23,293 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-10-24 06:30:33,235 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-24 06:30:34,427 - mmaction - INFO - mean_average_precision 0.4640 2020-10-24 06:30:34,442 - mmaction - INFO - Epoch(val) [40][1492] mean_average_precision: 0.4640 2020-10-24 06:31:08,453 - mmaction - INFO - Epoch [41][20/1492] lr: 1.000e-03, eta: 1 day, 4:41:28, time: 1.698, data_time: 0.636, memory: 5812, loss_cls: 6.4742, loss: 6.4742, grad_norm: 4.7830 2020-10-24 06:31:32,079 - mmaction - INFO - Epoch [41][40/1492] lr: 1.000e-03, eta: 1 day, 4:41:05, time: 1.184, data_time: 0.354, memory: 5812, loss_cls: 6.3872, loss: 6.3872, grad_norm: 4.7241 2020-10-24 06:31:54,458 - mmaction - INFO - Epoch [41][60/1492] lr: 1.000e-03, eta: 1 day, 4:40:41, time: 1.119, data_time: 0.331, memory: 5812, loss_cls: 6.3070, loss: 6.3070, grad_norm: 4.6237 2020-10-24 06:32:16,699 - mmaction - INFO - Epoch [41][80/1492] lr: 1.000e-03, eta: 1 day, 4:40:17, time: 1.112, data_time: 0.228, memory: 5812, loss_cls: 6.3123, loss: 6.3123, grad_norm: 4.6309 2020-10-24 06:32:38,477 - mmaction - INFO - Epoch [41][100/1492] lr: 1.000e-03, eta: 1 day, 4:39:52, time: 1.079, data_time: 0.070, memory: 5812, loss_cls: 6.2678, loss: 6.2678, grad_norm: 4.5814 2020-10-24 06:32:59,814 - mmaction - INFO - Epoch [41][120/1492] lr: 1.000e-03, eta: 1 day, 4:39:26, time: 1.077, data_time: 0.014, memory: 5812, loss_cls: 6.3389, loss: 6.3389, grad_norm: 4.5644 2020-10-24 06:33:21,149 - mmaction - INFO - Epoch [41][140/1492] lr: 1.000e-03, eta: 1 day, 4:39:00, time: 1.067, data_time: 0.004, memory: 5812, loss_cls: 6.2993, loss: 6.2993, grad_norm: 4.6556 2020-10-24 06:33:42,394 - mmaction - INFO - Epoch [41][160/1492] lr: 1.000e-03, eta: 1 day, 4:38:35, time: 1.062, data_time: 0.003, memory: 5812, loss_cls: 6.1585, loss: 6.1585, grad_norm: 4.5244 2020-10-24 06:34:03,159 - mmaction - INFO - Epoch [41][180/1492] lr: 1.000e-03, eta: 1 day, 4:38:08, time: 1.037, data_time: 0.003, memory: 5812, loss_cls: 6.3264, loss: 6.3264, grad_norm: 4.5844 2020-10-24 06:34:24,258 - mmaction - INFO - Epoch [41][200/1492] lr: 1.000e-03, eta: 1 day, 4:37:42, time: 1.050, data_time: 0.003, memory: 5812, loss_cls: 6.2986, loss: 6.2986, grad_norm: 4.5475 2020-10-24 06:34:45,639 - mmaction - INFO - Epoch [41][220/1492] lr: 1.000e-03, eta: 1 day, 4:37:16, time: 1.067, data_time: 0.010, memory: 5812, loss_cls: 6.2222, loss: 6.2222, grad_norm: 4.6613 2020-10-24 06:35:07,299 - mmaction - INFO - Epoch [41][240/1492] lr: 1.000e-03, eta: 1 day, 4:36:51, time: 1.092, data_time: 0.011, memory: 5812, loss_cls: 6.4277, loss: 6.4277, grad_norm: 4.7484 2020-10-24 06:35:28,742 - mmaction - INFO - Epoch [41][260/1492] lr: 1.000e-03, eta: 1 day, 4:36:26, time: 1.071, data_time: 0.005, memory: 5812, loss_cls: 6.1703, loss: 6.1703, grad_norm: 4.5827 2020-10-24 06:35:50,081 - mmaction - INFO - Epoch [41][280/1492] lr: 1.000e-03, eta: 1 day, 4:36:00, time: 1.059, data_time: 0.003, memory: 5812, loss_cls: 6.2893, loss: 6.2893, grad_norm: 4.6339 2020-10-24 06:36:12,216 - mmaction - INFO - Epoch [41][300/1492] lr: 1.000e-03, eta: 1 day, 4:35:35, time: 1.108, data_time: 0.015, memory: 5812, loss_cls: 6.2815, loss: 6.2815, grad_norm: 4.6389 2020-10-24 06:36:33,097 - mmaction - INFO - Epoch [41][320/1492] lr: 1.000e-03, eta: 1 day, 4:35:09, time: 1.052, data_time: 0.009, memory: 5812, loss_cls: 6.3449, loss: 6.3449, grad_norm: 4.6777 2020-10-24 06:36:54,719 - mmaction - INFO - Epoch [41][340/1492] lr: 1.000e-03, eta: 1 day, 4:34:44, time: 1.077, data_time: 0.006, memory: 5812, loss_cls: 6.1880, loss: 6.1880, grad_norm: 4.5993 2020-10-24 06:37:16,025 - mmaction - INFO - Epoch [41][360/1492] lr: 1.000e-03, eta: 1 day, 4:34:18, time: 1.070, data_time: 0.006, memory: 5812, loss_cls: 6.2635, loss: 6.2635, grad_norm: 4.6510 2020-10-24 06:37:37,588 - mmaction - INFO - Epoch [41][380/1492] lr: 1.000e-03, eta: 1 day, 4:33:53, time: 1.071, data_time: 0.005, memory: 5812, loss_cls: 6.3241, loss: 6.3241, grad_norm: 4.6690 2020-10-24 06:37:58,924 - mmaction - INFO - Epoch [41][400/1492] lr: 1.000e-03, eta: 1 day, 4:33:27, time: 1.070, data_time: 0.009, memory: 5812, loss_cls: 6.2763, loss: 6.2763, grad_norm: 4.6087 2020-10-24 06:38:20,074 - mmaction - INFO - Epoch [41][420/1492] lr: 1.000e-03, eta: 1 day, 4:33:01, time: 1.053, data_time: 0.005, memory: 5812, loss_cls: 6.2867, loss: 6.2867, grad_norm: 4.6090 2020-10-24 06:38:41,251 - mmaction - INFO - Epoch [41][440/1492] lr: 1.000e-03, eta: 1 day, 4:32:36, time: 1.063, data_time: 0.010, memory: 5812, loss_cls: 6.2439, loss: 6.2439, grad_norm: 4.5966 2020-10-24 06:39:02,823 - mmaction - INFO - Epoch [41][460/1492] lr: 1.000e-03, eta: 1 day, 4:32:10, time: 1.076, data_time: 0.007, memory: 5812, loss_cls: 6.2260, loss: 6.2260, grad_norm: 4.6158 2020-10-24 06:39:23,597 - mmaction - INFO - Epoch [41][480/1492] lr: 1.000e-03, eta: 1 day, 4:31:44, time: 1.041, data_time: 0.008, memory: 5812, loss_cls: 6.2991, loss: 6.2991, grad_norm: 4.6671 2020-10-24 06:39:45,089 - mmaction - INFO - Epoch [41][500/1492] lr: 1.000e-03, eta: 1 day, 4:31:18, time: 1.075, data_time: 0.007, memory: 5812, loss_cls: 6.1575, loss: 6.1575, grad_norm: 4.6186 2020-10-24 06:40:06,506 - mmaction - INFO - Epoch [41][520/1492] lr: 1.000e-03, eta: 1 day, 4:30:53, time: 1.068, data_time: 0.007, memory: 5812, loss_cls: 6.2283, loss: 6.2283, grad_norm: 4.5818 2020-10-24 06:40:27,071 - mmaction - INFO - Epoch [41][540/1492] lr: 1.000e-03, eta: 1 day, 4:30:26, time: 1.030, data_time: 0.008, memory: 5812, loss_cls: 6.2869, loss: 6.2869, grad_norm: 4.7098 2020-10-24 06:40:48,607 - mmaction - INFO - Epoch [41][560/1492] lr: 1.000e-03, eta: 1 day, 4:30:01, time: 1.079, data_time: 0.008, memory: 5812, loss_cls: 6.2190, loss: 6.2190, grad_norm: 4.5754 2020-10-24 06:41:09,779 - mmaction - INFO - Epoch [41][580/1492] lr: 1.000e-03, eta: 1 day, 4:29:35, time: 1.051, data_time: 0.005, memory: 5812, loss_cls: 6.3094, loss: 6.3094, grad_norm: 4.6911 2020-10-24 06:41:31,273 - mmaction - INFO - Epoch [41][600/1492] lr: 1.000e-03, eta: 1 day, 4:29:09, time: 1.078, data_time: 0.012, memory: 5812, loss_cls: 6.0814, loss: 6.0814, grad_norm: 4.5060 2020-10-24 06:41:52,494 - mmaction - INFO - Epoch [41][620/1492] lr: 1.000e-03, eta: 1 day, 4:28:44, time: 1.059, data_time: 0.009, memory: 5812, loss_cls: 6.2870, loss: 6.2870, grad_norm: 4.6215 2020-10-24 06:42:13,383 - mmaction - INFO - Epoch [41][640/1492] lr: 1.000e-03, eta: 1 day, 4:28:17, time: 1.045, data_time: 0.011, memory: 5812, loss_cls: 6.2909, loss: 6.2909, grad_norm: 4.6330 2020-10-24 06:42:34,386 - mmaction - INFO - Epoch [41][660/1492] lr: 1.000e-03, eta: 1 day, 4:27:51, time: 1.050, data_time: 0.010, memory: 5812, loss_cls: 6.2227, loss: 6.2227, grad_norm: 4.6628 2020-10-24 06:42:55,467 - mmaction - INFO - Epoch [41][680/1492] lr: 1.000e-03, eta: 1 day, 4:27:25, time: 1.061, data_time: 0.010, memory: 5812, loss_cls: 6.2103, loss: 6.2103, grad_norm: 4.6826 2020-10-24 06:43:17,153 - mmaction - INFO - Epoch [41][700/1492] lr: 1.000e-03, eta: 1 day, 4:27:00, time: 1.079, data_time: 0.004, memory: 5812, loss_cls: 6.2323, loss: 6.2323, grad_norm: 4.6098 2020-10-24 06:43:38,235 - mmaction - INFO - Epoch [41][720/1492] lr: 1.000e-03, eta: 1 day, 4:26:34, time: 1.057, data_time: 0.007, memory: 5812, loss_cls: 6.2726, loss: 6.2726, grad_norm: 4.6193 2020-10-24 06:44:00,013 - mmaction - INFO - Epoch [41][740/1492] lr: 1.000e-03, eta: 1 day, 4:26:09, time: 1.087, data_time: 0.005, memory: 5812, loss_cls: 6.3202, loss: 6.3202, grad_norm: 4.6757 2020-10-24 06:44:20,687 - mmaction - INFO - Epoch [41][760/1492] lr: 1.000e-03, eta: 1 day, 4:25:43, time: 1.036, data_time: 0.006, memory: 5812, loss_cls: 6.2689, loss: 6.2689, grad_norm: 4.7060 2020-10-24 06:44:42,288 - mmaction - INFO - Epoch [41][780/1492] lr: 1.000e-03, eta: 1 day, 4:25:18, time: 1.078, data_time: 0.003, memory: 5812, loss_cls: 6.1529, loss: 6.1529, grad_norm: 4.6965 2020-10-24 06:45:03,659 - mmaction - INFO - Epoch [41][800/1492] lr: 1.000e-03, eta: 1 day, 4:24:52, time: 1.072, data_time: 0.009, memory: 5812, loss_cls: 6.2042, loss: 6.2042, grad_norm: 4.5579 2020-10-24 06:45:23,984 - mmaction - INFO - Epoch [41][820/1492] lr: 1.000e-03, eta: 1 day, 4:24:25, time: 1.015, data_time: 0.001, memory: 5812, loss_cls: 6.3274, loss: 6.3274, grad_norm: 4.6502 2020-10-24 06:45:45,670 - mmaction - INFO - Epoch [41][840/1492] lr: 1.000e-03, eta: 1 day, 4:24:00, time: 1.082, data_time: 0.005, memory: 5812, loss_cls: 6.2356, loss: 6.2356, grad_norm: 4.6389 2020-10-24 06:46:07,302 - mmaction - INFO - Epoch [41][860/1492] lr: 1.000e-03, eta: 1 day, 4:23:35, time: 1.085, data_time: 0.009, memory: 5812, loss_cls: 6.2853, loss: 6.2853, grad_norm: 4.6750 2020-10-24 06:46:28,407 - mmaction - INFO - Epoch [41][880/1492] lr: 1.000e-03, eta: 1 day, 4:23:09, time: 1.056, data_time: 0.004, memory: 5812, loss_cls: 6.2033, loss: 6.2033, grad_norm: 4.6780 2020-10-24 06:46:49,508 - mmaction - INFO - Epoch [41][900/1492] lr: 1.000e-03, eta: 1 day, 4:22:43, time: 1.049, data_time: 0.003, memory: 5812, loss_cls: 6.2255, loss: 6.2255, grad_norm: 4.7250 2020-10-24 06:47:10,999 - mmaction - INFO - Epoch [41][920/1492] lr: 1.000e-03, eta: 1 day, 4:22:17, time: 1.069, data_time: 0.009, memory: 5812, loss_cls: 6.3168, loss: 6.3168, grad_norm: 4.6852 2020-10-24 06:47:32,101 - mmaction - INFO - Epoch [41][940/1492] lr: 1.000e-03, eta: 1 day, 4:21:52, time: 1.059, data_time: 0.013, memory: 5812, loss_cls: 6.1764, loss: 6.1764, grad_norm: 4.6583 2020-10-24 06:47:53,351 - mmaction - INFO - Epoch [41][960/1492] lr: 1.000e-03, eta: 1 day, 4:21:26, time: 1.064, data_time: 0.011, memory: 5812, loss_cls: 6.3171, loss: 6.3171, grad_norm: 4.7172 2020-10-24 06:48:14,319 - mmaction - INFO - Epoch [41][980/1492] lr: 1.000e-03, eta: 1 day, 4:21:00, time: 1.047, data_time: 0.008, memory: 5812, loss_cls: 6.3142, loss: 6.3142, grad_norm: 4.8057 2020-10-24 06:48:35,630 - mmaction - INFO - Epoch [41][1000/1492] lr: 1.000e-03, eta: 1 day, 4:20:34, time: 1.072, data_time: 0.008, memory: 5812, loss_cls: 6.2316, loss: 6.2316, grad_norm: 4.6509 2020-10-24 06:48:57,048 - mmaction - INFO - Epoch [41][1020/1492] lr: 1.000e-03, eta: 1 day, 4:20:09, time: 1.068, data_time: 0.008, memory: 5812, loss_cls: 6.2912, loss: 6.2912, grad_norm: 4.7376 2020-10-24 06:49:18,409 - mmaction - INFO - Epoch [41][1040/1492] lr: 1.000e-03, eta: 1 day, 4:19:43, time: 1.070, data_time: 0.006, memory: 5812, loss_cls: 6.3380, loss: 6.3380, grad_norm: 4.6632 2020-10-24 06:49:40,452 - mmaction - INFO - Epoch [41][1060/1492] lr: 1.000e-03, eta: 1 day, 4:19:19, time: 1.101, data_time: 0.006, memory: 5812, loss_cls: 6.2893, loss: 6.2893, grad_norm: 4.7186 2020-10-24 06:50:01,311 - mmaction - INFO - Epoch [41][1080/1492] lr: 1.000e-03, eta: 1 day, 4:18:53, time: 1.045, data_time: 0.006, memory: 5812, loss_cls: 6.2657, loss: 6.2657, grad_norm: 4.7119 2020-10-24 06:50:21,846 - mmaction - INFO - Epoch [41][1100/1492] lr: 1.000e-03, eta: 1 day, 4:18:26, time: 1.027, data_time: 0.002, memory: 5812, loss_cls: 6.3013, loss: 6.3013, grad_norm: 4.7216 2020-10-24 06:50:42,770 - mmaction - INFO - Epoch [41][1120/1492] lr: 1.000e-03, eta: 1 day, 4:18:00, time: 1.043, data_time: 0.003, memory: 5812, loss_cls: 6.1556, loss: 6.1556, grad_norm: 4.6398 2020-10-24 06:51:04,659 - mmaction - INFO - Epoch [41][1140/1492] lr: 1.000e-03, eta: 1 day, 4:17:35, time: 1.090, data_time: 0.004, memory: 5812, loss_cls: 6.2996, loss: 6.2996, grad_norm: 4.7668 2020-10-24 06:51:26,151 - mmaction - INFO - Epoch [41][1160/1492] lr: 1.000e-03, eta: 1 day, 4:17:10, time: 1.081, data_time: 0.016, memory: 5812, loss_cls: 6.3315, loss: 6.3315, grad_norm: 4.6858 2020-10-24 06:51:47,648 - mmaction - INFO - Epoch [41][1180/1492] lr: 1.000e-03, eta: 1 day, 4:16:44, time: 1.074, data_time: 0.003, memory: 5812, loss_cls: 6.2685, loss: 6.2685, grad_norm: 4.6544 2020-10-24 06:52:08,714 - mmaction - INFO - Epoch [41][1200/1492] lr: 1.000e-03, eta: 1 day, 4:16:18, time: 1.052, data_time: 0.005, memory: 5812, loss_cls: 6.2129, loss: 6.2129, grad_norm: 4.7437 2020-10-24 06:52:30,146 - mmaction - INFO - Epoch [41][1220/1492] lr: 1.000e-03, eta: 1 day, 4:15:53, time: 1.071, data_time: 0.006, memory: 5812, loss_cls: 6.3147, loss: 6.3147, grad_norm: 4.7550 2020-10-24 06:52:51,724 - mmaction - INFO - Epoch [41][1240/1492] lr: 1.000e-03, eta: 1 day, 4:15:28, time: 1.073, data_time: 0.006, memory: 5812, loss_cls: 6.3111, loss: 6.3111, grad_norm: 4.7497 2020-10-24 06:53:13,802 - mmaction - INFO - Epoch [41][1260/1492] lr: 1.000e-03, eta: 1 day, 4:15:03, time: 1.100, data_time: 0.014, memory: 5812, loss_cls: 6.1188, loss: 6.1188, grad_norm: 4.7207 2020-10-24 06:53:34,205 - mmaction - INFO - Epoch [41][1280/1492] lr: 1.000e-03, eta: 1 day, 4:14:37, time: 1.029, data_time: 0.015, memory: 5812, loss_cls: 6.1578, loss: 6.1578, grad_norm: 4.6414 2020-10-24 06:53:55,485 - mmaction - INFO - Epoch [41][1300/1492] lr: 1.000e-03, eta: 1 day, 4:14:11, time: 1.065, data_time: 0.011, memory: 5812, loss_cls: 6.1282, loss: 6.1282, grad_norm: 4.6122 2020-10-24 06:54:16,731 - mmaction - INFO - Epoch [41][1320/1492] lr: 1.000e-03, eta: 1 day, 4:13:45, time: 1.050, data_time: 0.004, memory: 5812, loss_cls: 6.2735, loss: 6.2735, grad_norm: 4.7323 2020-10-24 06:54:38,061 - mmaction - INFO - Epoch [41][1340/1492] lr: 1.000e-03, eta: 1 day, 4:13:20, time: 1.077, data_time: 0.019, memory: 5812, loss_cls: 6.1864, loss: 6.1864, grad_norm: 4.7126 2020-10-24 06:54:59,406 - mmaction - INFO - Epoch [41][1360/1492] lr: 1.000e-03, eta: 1 day, 4:12:54, time: 1.071, data_time: 0.007, memory: 5812, loss_cls: 6.3298, loss: 6.3298, grad_norm: 4.7711 2020-10-24 06:55:21,163 - mmaction - INFO - Epoch [41][1380/1492] lr: 1.000e-03, eta: 1 day, 4:12:29, time: 1.084, data_time: 0.015, memory: 5812, loss_cls: 6.2402, loss: 6.2402, grad_norm: 4.7381 2020-10-24 06:55:42,586 - mmaction - INFO - Epoch [41][1400/1492] lr: 1.000e-03, eta: 1 day, 4:12:04, time: 1.073, data_time: 0.011, memory: 5812, loss_cls: 6.2460, loss: 6.2460, grad_norm: 4.6828 2020-10-24 06:56:04,091 - mmaction - INFO - Epoch [41][1420/1492] lr: 1.000e-03, eta: 1 day, 4:11:39, time: 1.075, data_time: 0.006, memory: 5812, loss_cls: 6.2450, loss: 6.2450, grad_norm: 4.6605 2020-10-24 06:56:26,275 - mmaction - INFO - Epoch [41][1440/1492] lr: 1.000e-03, eta: 1 day, 4:11:14, time: 1.110, data_time: 0.007, memory: 5812, loss_cls: 6.3228, loss: 6.3228, grad_norm: 4.7762 2020-10-24 06:56:47,096 - mmaction - INFO - Epoch [41][1460/1492] lr: 1.000e-03, eta: 1 day, 4:10:48, time: 1.044, data_time: 0.005, memory: 5812, loss_cls: 6.2945, loss: 6.2945, grad_norm: 4.7629 2020-10-24 06:57:08,511 - mmaction - INFO - Epoch [41][1480/1492] lr: 1.000e-03, eta: 1 day, 4:10:23, time: 1.067, data_time: 0.003, memory: 5812, loss_cls: 6.2439, loss: 6.2439, grad_norm: 4.6993 2020-10-24 06:58:00,902 - mmaction - INFO - Epoch [42][20/1492] lr: 1.000e-03, eta: 1 day, 4:09:49, time: 1.954, data_time: 1.010, memory: 5812, loss_cls: 6.0940, loss: 6.0940, grad_norm: 4.6197 2020-10-24 06:58:23,348 - mmaction - INFO - Epoch [42][40/1492] lr: 1.000e-03, eta: 1 day, 4:09:25, time: 1.125, data_time: 0.012, memory: 5812, loss_cls: 6.1410, loss: 6.1410, grad_norm: 4.7511 2020-10-24 06:58:44,493 - mmaction - INFO - Epoch [42][60/1492] lr: 1.000e-03, eta: 1 day, 4:09:00, time: 1.056, data_time: 0.004, memory: 5812, loss_cls: 6.3283, loss: 6.3283, grad_norm: 4.7467 2020-10-24 06:59:05,951 - mmaction - INFO - Epoch [42][80/1492] lr: 1.000e-03, eta: 1 day, 4:08:34, time: 1.059, data_time: 0.003, memory: 5812, loss_cls: 6.2869, loss: 6.2869, grad_norm: 4.6936 2020-10-24 06:59:26,847 - mmaction - INFO - Epoch [42][100/1492] lr: 1.000e-03, eta: 1 day, 4:08:08, time: 1.060, data_time: 0.017, memory: 5812, loss_cls: 6.3598, loss: 6.3598, grad_norm: 4.8679 2020-10-24 06:59:47,538 - mmaction - INFO - Epoch [42][120/1492] lr: 1.000e-03, eta: 1 day, 4:07:41, time: 1.023, data_time: 0.001, memory: 5812, loss_cls: 6.2273, loss: 6.2273, grad_norm: 4.7566 2020-10-24 07:00:09,296 - mmaction - INFO - Epoch [42][140/1492] lr: 1.000e-03, eta: 1 day, 4:07:17, time: 1.089, data_time: 0.013, memory: 5812, loss_cls: 6.1228, loss: 6.1228, grad_norm: 4.6537 2020-10-24 07:00:30,671 - mmaction - INFO - Epoch [42][160/1492] lr: 1.000e-03, eta: 1 day, 4:06:51, time: 1.076, data_time: 0.013, memory: 5812, loss_cls: 6.1725, loss: 6.1725, grad_norm: 4.7962 2020-10-24 07:00:51,375 - mmaction - INFO - Epoch [42][180/1492] lr: 1.000e-03, eta: 1 day, 4:06:25, time: 1.030, data_time: 0.005, memory: 5812, loss_cls: 6.1766, loss: 6.1766, grad_norm: 4.6329 2020-10-24 07:01:12,806 - mmaction - INFO - Epoch [42][200/1492] lr: 1.000e-03, eta: 1 day, 4:06:00, time: 1.079, data_time: 0.010, memory: 5812, loss_cls: 6.1326, loss: 6.1326, grad_norm: 4.7354 2020-10-24 07:01:33,601 - mmaction - INFO - Epoch [42][220/1492] lr: 1.000e-03, eta: 1 day, 4:05:33, time: 1.030, data_time: 0.003, memory: 5812, loss_cls: 6.1917, loss: 6.1917, grad_norm: 4.7516 2020-10-24 07:01:54,266 - mmaction - INFO - Epoch [42][240/1492] lr: 1.000e-03, eta: 1 day, 4:05:07, time: 1.041, data_time: 0.013, memory: 5812, loss_cls: 6.3277, loss: 6.3277, grad_norm: 4.7726 2020-10-24 07:02:15,622 - mmaction - INFO - Epoch [42][260/1492] lr: 1.000e-03, eta: 1 day, 4:04:42, time: 1.071, data_time: 0.004, memory: 5812, loss_cls: 6.2661, loss: 6.2661, grad_norm: 4.8309 2020-10-24 07:02:36,735 - mmaction - INFO - Epoch [42][280/1492] lr: 1.000e-03, eta: 1 day, 4:04:16, time: 1.056, data_time: 0.001, memory: 5812, loss_cls: 6.1782, loss: 6.1782, grad_norm: 4.7048 2020-10-24 07:02:57,624 - mmaction - INFO - Epoch [42][300/1492] lr: 1.000e-03, eta: 1 day, 4:03:50, time: 1.044, data_time: 0.003, memory: 5812, loss_cls: 6.2039, loss: 6.2039, grad_norm: 4.7181 2020-10-24 07:03:17,904 - mmaction - INFO - Epoch [42][320/1492] lr: 1.000e-03, eta: 1 day, 4:03:23, time: 1.009, data_time: 0.001, memory: 5812, loss_cls: 6.1934, loss: 6.1934, grad_norm: 4.7146 2020-10-24 07:03:39,016 - mmaction - INFO - Epoch [42][340/1492] lr: 1.000e-03, eta: 1 day, 4:02:57, time: 1.056, data_time: 0.009, memory: 5812, loss_cls: 6.1537, loss: 6.1537, grad_norm: 4.7282 2020-10-24 07:03:59,885 - mmaction - INFO - Epoch [42][360/1492] lr: 1.000e-03, eta: 1 day, 4:02:31, time: 1.047, data_time: 0.007, memory: 5812, loss_cls: 6.1320, loss: 6.1320, grad_norm: 4.7323 2020-10-24 07:04:21,068 - mmaction - INFO - Epoch [42][380/1492] lr: 1.000e-03, eta: 1 day, 4:02:05, time: 1.059, data_time: 0.004, memory: 5812, loss_cls: 6.3956, loss: 6.3956, grad_norm: 4.8940 2020-10-24 07:04:42,555 - mmaction - INFO - Epoch [42][400/1492] lr: 1.000e-03, eta: 1 day, 4:01:40, time: 1.077, data_time: 0.004, memory: 5812, loss_cls: 6.1879, loss: 6.1879, grad_norm: 4.8111 2020-10-24 07:05:03,619 - mmaction - INFO - Epoch [42][420/1492] lr: 1.000e-03, eta: 1 day, 4:01:14, time: 1.053, data_time: 0.005, memory: 5812, loss_cls: 6.1721, loss: 6.1721, grad_norm: 4.7609 2020-10-24 07:05:24,575 - mmaction - INFO - Epoch [42][440/1492] lr: 1.000e-03, eta: 1 day, 4:00:48, time: 1.040, data_time: 0.004, memory: 5812, loss_cls: 6.2235, loss: 6.2235, grad_norm: 4.7686 2020-10-24 07:05:45,580 - mmaction - INFO - Epoch [42][460/1492] lr: 1.000e-03, eta: 1 day, 4:00:22, time: 1.053, data_time: 0.011, memory: 5812, loss_cls: 6.0440, loss: 6.0440, grad_norm: 4.6861 2020-10-24 07:06:06,507 - mmaction - INFO - Epoch [42][480/1492] lr: 1.000e-03, eta: 1 day, 3:59:56, time: 1.051, data_time: 0.008, memory: 5812, loss_cls: 6.2382, loss: 6.2382, grad_norm: 4.8390 2020-10-24 07:06:27,237 - mmaction - INFO - Epoch [42][500/1492] lr: 1.000e-03, eta: 1 day, 3:59:30, time: 1.034, data_time: 0.002, memory: 5812, loss_cls: 6.2888, loss: 6.2888, grad_norm: 4.7862 2020-10-24 07:06:48,017 - mmaction - INFO - Epoch [42][520/1492] lr: 1.000e-03, eta: 1 day, 3:59:04, time: 1.039, data_time: 0.007, memory: 5812, loss_cls: 6.2276, loss: 6.2276, grad_norm: 4.7981 2020-10-24 07:07:09,377 - mmaction - INFO - Epoch [42][540/1492] lr: 1.000e-03, eta: 1 day, 3:58:38, time: 1.070, data_time: 0.005, memory: 5812, loss_cls: 6.1124, loss: 6.1124, grad_norm: 4.6879 2020-10-24 07:07:30,024 - mmaction - INFO - Epoch [42][560/1492] lr: 1.000e-03, eta: 1 day, 3:58:12, time: 1.025, data_time: 0.004, memory: 5812, loss_cls: 6.1564, loss: 6.1564, grad_norm: 4.7277 2020-10-24 07:07:51,094 - mmaction - INFO - Epoch [42][580/1492] lr: 1.000e-03, eta: 1 day, 3:57:46, time: 1.058, data_time: 0.010, memory: 5812, loss_cls: 6.2234, loss: 6.2234, grad_norm: 4.8116 2020-10-24 07:08:12,309 - mmaction - INFO - Epoch [42][600/1492] lr: 1.000e-03, eta: 1 day, 3:57:20, time: 1.056, data_time: 0.005, memory: 5812, loss_cls: 6.1317, loss: 6.1317, grad_norm: 4.7480 2020-10-24 07:08:33,530 - mmaction - INFO - Epoch [42][620/1492] lr: 1.000e-03, eta: 1 day, 3:56:55, time: 1.058, data_time: 0.011, memory: 5812, loss_cls: 6.1493, loss: 6.1493, grad_norm: 4.8199 2020-10-24 07:08:54,178 - mmaction - INFO - Epoch [42][640/1492] lr: 1.000e-03, eta: 1 day, 3:56:28, time: 1.034, data_time: 0.013, memory: 5812, loss_cls: 6.2639, loss: 6.2639, grad_norm: 4.8359 2020-10-24 07:09:15,174 - mmaction - INFO - Epoch [42][660/1492] lr: 1.000e-03, eta: 1 day, 3:56:03, time: 1.052, data_time: 0.009, memory: 5812, loss_cls: 6.1510, loss: 6.1510, grad_norm: 4.7117 2020-10-24 07:09:36,050 - mmaction - INFO - Epoch [42][680/1492] lr: 1.000e-03, eta: 1 day, 3:55:37, time: 1.045, data_time: 0.010, memory: 5812, loss_cls: 6.2123, loss: 6.2123, grad_norm: 4.8097 2020-10-24 07:09:57,642 - mmaction - INFO - Epoch [42][700/1492] lr: 1.000e-03, eta: 1 day, 3:55:12, time: 1.083, data_time: 0.006, memory: 5812, loss_cls: 6.1443, loss: 6.1443, grad_norm: 4.7394 2020-10-24 07:10:18,234 - mmaction - INFO - Epoch [42][720/1492] lr: 1.000e-03, eta: 1 day, 3:54:45, time: 1.026, data_time: 0.001, memory: 5812, loss_cls: 6.2595, loss: 6.2595, grad_norm: 4.8792 2020-10-24 07:10:39,601 - mmaction - INFO - Epoch [42][740/1492] lr: 1.000e-03, eta: 1 day, 3:54:20, time: 1.072, data_time: 0.007, memory: 5812, loss_cls: 6.3028, loss: 6.3028, grad_norm: 4.8046 2020-10-24 07:11:00,583 - mmaction - INFO - Epoch [42][760/1492] lr: 1.000e-03, eta: 1 day, 3:53:54, time: 1.039, data_time: 0.006, memory: 5812, loss_cls: 6.1230, loss: 6.1230, grad_norm: 4.7092 2020-10-24 07:11:21,666 - mmaction - INFO - Epoch [42][780/1492] lr: 1.000e-03, eta: 1 day, 3:53:28, time: 1.063, data_time: 0.013, memory: 5812, loss_cls: 6.2566, loss: 6.2566, grad_norm: 4.9366 2020-10-24 07:11:42,628 - mmaction - INFO - Epoch [42][800/1492] lr: 1.000e-03, eta: 1 day, 3:53:02, time: 1.046, data_time: 0.004, memory: 5812, loss_cls: 6.2031, loss: 6.2031, grad_norm: 4.7652 2020-10-24 07:12:03,502 - mmaction - INFO - Epoch [42][820/1492] lr: 1.000e-03, eta: 1 day, 3:52:36, time: 1.032, data_time: 0.004, memory: 5812, loss_cls: 6.1320, loss: 6.1320, grad_norm: 4.7654 2020-10-24 07:12:24,700 - mmaction - INFO - Epoch [42][840/1492] lr: 1.000e-03, eta: 1 day, 3:52:11, time: 1.071, data_time: 0.016, memory: 5812, loss_cls: 6.2083, loss: 6.2083, grad_norm: 4.7383 2020-10-24 07:12:45,659 - mmaction - INFO - Epoch [42][860/1492] lr: 1.000e-03, eta: 1 day, 3:51:45, time: 1.049, data_time: 0.006, memory: 5812, loss_cls: 6.2323, loss: 6.2323, grad_norm: 4.7885 2020-10-24 07:13:06,760 - mmaction - INFO - Epoch [42][880/1492] lr: 1.000e-03, eta: 1 day, 3:51:19, time: 1.054, data_time: 0.005, memory: 5812, loss_cls: 6.1634, loss: 6.1634, grad_norm: 4.7486 2020-10-24 07:13:27,728 - mmaction - INFO - Epoch [42][900/1492] lr: 1.000e-03, eta: 1 day, 3:50:53, time: 1.049, data_time: 0.005, memory: 5812, loss_cls: 6.1413, loss: 6.1413, grad_norm: 4.8064 2020-10-24 07:13:49,295 - mmaction - INFO - Epoch [42][920/1492] lr: 1.000e-03, eta: 1 day, 3:50:28, time: 1.073, data_time: 0.005, memory: 5812, loss_cls: 6.2749, loss: 6.2749, grad_norm: 4.8876 2020-10-24 07:14:09,975 - mmaction - INFO - Epoch [42][940/1492] lr: 1.000e-03, eta: 1 day, 3:50:02, time: 1.039, data_time: 0.011, memory: 5812, loss_cls: 6.3742, loss: 6.3742, grad_norm: 4.8748 2020-10-24 07:14:31,121 - mmaction - INFO - Epoch [42][960/1492] lr: 1.000e-03, eta: 1 day, 3:49:36, time: 1.059, data_time: 0.003, memory: 5812, loss_cls: 6.1827, loss: 6.1827, grad_norm: 4.7861 2020-10-24 07:14:52,300 - mmaction - INFO - Epoch [42][980/1492] lr: 1.000e-03, eta: 1 day, 3:49:11, time: 1.058, data_time: 0.012, memory: 5812, loss_cls: 6.1266, loss: 6.1266, grad_norm: 4.7722 2020-10-24 07:15:12,962 - mmaction - INFO - Epoch [42][1000/1492] lr: 1.000e-03, eta: 1 day, 3:48:44, time: 1.027, data_time: 0.001, memory: 5812, loss_cls: 6.2172, loss: 6.2172, grad_norm: 4.8292 2020-10-24 07:15:34,079 - mmaction - INFO - Epoch [42][1020/1492] lr: 1.000e-03, eta: 1 day, 3:48:19, time: 1.060, data_time: 0.017, memory: 5812, loss_cls: 6.1725, loss: 6.1725, grad_norm: 4.7285 2020-10-24 07:15:55,530 - mmaction - INFO - Epoch [42][1040/1492] lr: 1.000e-03, eta: 1 day, 3:47:54, time: 1.075, data_time: 0.005, memory: 5812, loss_cls: 6.1403, loss: 6.1403, grad_norm: 4.8527 2020-10-24 07:16:16,844 - mmaction - INFO - Epoch [42][1060/1492] lr: 1.000e-03, eta: 1 day, 3:47:28, time: 1.065, data_time: 0.001, memory: 5812, loss_cls: 6.2373, loss: 6.2373, grad_norm: 4.8079 2020-10-24 07:16:38,009 - mmaction - INFO - Epoch [42][1080/1492] lr: 1.000e-03, eta: 1 day, 3:47:03, time: 1.059, data_time: 0.008, memory: 5812, loss_cls: 6.1210, loss: 6.1210, grad_norm: 4.7592 2020-10-24 07:16:58,980 - mmaction - INFO - Epoch [42][1100/1492] lr: 1.000e-03, eta: 1 day, 3:46:37, time: 1.049, data_time: 0.010, memory: 5812, loss_cls: 6.2220, loss: 6.2220, grad_norm: 4.8532 2020-10-24 07:17:20,230 - mmaction - INFO - Epoch [42][1120/1492] lr: 1.000e-03, eta: 1 day, 3:46:11, time: 1.055, data_time: 0.004, memory: 5812, loss_cls: 6.1305, loss: 6.1305, grad_norm: 4.7084 2020-10-24 07:17:41,646 - mmaction - INFO - Epoch [42][1140/1492] lr: 1.000e-03, eta: 1 day, 3:45:46, time: 1.072, data_time: 0.012, memory: 5812, loss_cls: 6.2275, loss: 6.2275, grad_norm: 4.8725 2020-10-24 07:18:02,439 - mmaction - INFO - Epoch [42][1160/1492] lr: 1.000e-03, eta: 1 day, 3:45:20, time: 1.040, data_time: 0.010, memory: 5812, loss_cls: 6.2087, loss: 6.2087, grad_norm: 4.8022 2020-10-24 07:18:23,313 - mmaction - INFO - Epoch [42][1180/1492] lr: 1.000e-03, eta: 1 day, 3:44:54, time: 1.049, data_time: 0.007, memory: 5812, loss_cls: 6.0473, loss: 6.0473, grad_norm: 4.7474 2020-10-24 07:18:44,051 - mmaction - INFO - Epoch [42][1200/1492] lr: 1.000e-03, eta: 1 day, 3:44:28, time: 1.030, data_time: 0.001, memory: 5812, loss_cls: 6.2127, loss: 6.2127, grad_norm: 4.8037 2020-10-24 07:19:05,362 - mmaction - INFO - Epoch [42][1220/1492] lr: 1.000e-03, eta: 1 day, 3:44:03, time: 1.072, data_time: 0.008, memory: 5812, loss_cls: 6.2330, loss: 6.2330, grad_norm: 4.7916 2020-10-24 07:19:26,582 - mmaction - INFO - Epoch [42][1240/1492] lr: 1.000e-03, eta: 1 day, 3:43:37, time: 1.058, data_time: 0.005, memory: 5812, loss_cls: 6.2131, loss: 6.2131, grad_norm: 4.8652 2020-10-24 07:19:47,617 - mmaction - INFO - Epoch [42][1260/1492] lr: 1.000e-03, eta: 1 day, 3:43:11, time: 1.053, data_time: 0.004, memory: 5812, loss_cls: 6.2709, loss: 6.2709, grad_norm: 4.8645 2020-10-24 07:20:08,565 - mmaction - INFO - Epoch [42][1280/1492] lr: 1.000e-03, eta: 1 day, 3:42:45, time: 1.049, data_time: 0.003, memory: 5812, loss_cls: 6.1915, loss: 6.1915, grad_norm: 4.8185 2020-10-24 07:20:30,019 - mmaction - INFO - Epoch [42][1300/1492] lr: 1.000e-03, eta: 1 day, 3:42:20, time: 1.069, data_time: 0.001, memory: 5812, loss_cls: 6.2183, loss: 6.2183, grad_norm: 4.8435 2020-10-24 07:20:50,752 - mmaction - INFO - Epoch [42][1320/1492] lr: 1.000e-03, eta: 1 day, 3:41:54, time: 1.039, data_time: 0.007, memory: 5812, loss_cls: 6.2146, loss: 6.2146, grad_norm: 4.7748 2020-10-24 07:21:11,799 - mmaction - INFO - Epoch [42][1340/1492] lr: 1.000e-03, eta: 1 day, 3:41:28, time: 1.048, data_time: 0.004, memory: 5812, loss_cls: 6.1918, loss: 6.1918, grad_norm: 4.8566 2020-10-24 07:21:33,544 - mmaction - INFO - Epoch [42][1360/1492] lr: 1.000e-03, eta: 1 day, 3:41:04, time: 1.093, data_time: 0.008, memory: 5812, loss_cls: 6.1016, loss: 6.1016, grad_norm: 4.7967 2020-10-24 07:21:54,185 - mmaction - INFO - Epoch [42][1380/1492] lr: 1.000e-03, eta: 1 day, 3:40:37, time: 1.022, data_time: 0.002, memory: 5812, loss_cls: 6.2756, loss: 6.2756, grad_norm: 4.9397 2020-10-24 07:22:15,501 - mmaction - INFO - Epoch [42][1400/1492] lr: 1.000e-03, eta: 1 day, 3:40:12, time: 1.072, data_time: 0.015, memory: 5812, loss_cls: 6.1013, loss: 6.1013, grad_norm: 4.8064 2020-10-24 07:22:36,354 - mmaction - INFO - Epoch [42][1420/1492] lr: 1.000e-03, eta: 1 day, 3:39:46, time: 1.047, data_time: 0.007, memory: 5812, loss_cls: 6.3005, loss: 6.3005, grad_norm: 4.8081 2020-10-24 07:22:58,101 - mmaction - INFO - Epoch [42][1440/1492] lr: 1.000e-03, eta: 1 day, 3:39:21, time: 1.085, data_time: 0.002, memory: 5812, loss_cls: 6.2723, loss: 6.2723, grad_norm: 4.9100 2020-10-24 07:23:18,607 - mmaction - INFO - Epoch [42][1460/1492] lr: 1.000e-03, eta: 1 day, 3:38:55, time: 1.021, data_time: 0.007, memory: 5812, loss_cls: 6.1485, loss: 6.1485, grad_norm: 4.7753 2020-10-24 07:23:39,643 - mmaction - INFO - Epoch [42][1480/1492] lr: 1.000e-03, eta: 1 day, 3:38:29, time: 1.056, data_time: 0.009, memory: 5812, loss_cls: 6.1857, loss: 6.1857, grad_norm: 4.7515 2020-10-24 07:24:28,246 - mmaction - INFO - Epoch [43][20/1492] lr: 1.000e-03, eta: 1 day, 3:37:51, time: 1.784, data_time: 0.819, memory: 5812, loss_cls: 6.1226, loss: 6.1226, grad_norm: 4.7915 2020-10-24 07:24:50,955 - mmaction - INFO - Epoch [43][40/1492] lr: 1.000e-03, eta: 1 day, 3:37:27, time: 1.129, data_time: 0.008, memory: 5812, loss_cls: 6.1693, loss: 6.1693, grad_norm: 4.7861 2020-10-24 07:25:11,697 - mmaction - INFO - Epoch [43][60/1492] lr: 1.000e-03, eta: 1 day, 3:37:01, time: 1.035, data_time: 0.017, memory: 5812, loss_cls: 6.1367, loss: 6.1367, grad_norm: 4.8068 2020-10-24 07:25:33,018 - mmaction - INFO - Epoch [43][80/1492] lr: 1.000e-03, eta: 1 day, 3:36:36, time: 1.071, data_time: 0.009, memory: 5812, loss_cls: 6.1598, loss: 6.1598, grad_norm: 4.7898 2020-10-24 07:25:53,700 - mmaction - INFO - Epoch [43][100/1492] lr: 1.000e-03, eta: 1 day, 3:36:10, time: 1.037, data_time: 0.005, memory: 5812, loss_cls: 6.3364, loss: 6.3364, grad_norm: 4.9200 2020-10-24 07:26:15,125 - mmaction - INFO - Epoch [43][120/1492] lr: 1.000e-03, eta: 1 day, 3:35:45, time: 1.071, data_time: 0.001, memory: 5812, loss_cls: 6.1646, loss: 6.1646, grad_norm: 4.8362 2020-10-24 07:26:36,324 - mmaction - INFO - Epoch [43][140/1492] lr: 1.000e-03, eta: 1 day, 3:35:19, time: 1.058, data_time: 0.003, memory: 5812, loss_cls: 6.2517, loss: 6.2517, grad_norm: 4.8893 2020-10-24 07:26:57,626 - mmaction - INFO - Epoch [43][160/1492] lr: 1.000e-03, eta: 1 day, 3:34:54, time: 1.059, data_time: 0.006, memory: 5812, loss_cls: 6.2273, loss: 6.2273, grad_norm: 4.8194 2020-10-24 07:27:18,587 - mmaction - INFO - Epoch [43][180/1492] lr: 1.000e-03, eta: 1 day, 3:34:28, time: 1.051, data_time: 0.009, memory: 5812, loss_cls: 6.1597, loss: 6.1597, grad_norm: 4.8195 2020-10-24 07:27:40,295 - mmaction - INFO - Epoch [43][200/1492] lr: 1.000e-03, eta: 1 day, 3:34:03, time: 1.084, data_time: 0.011, memory: 5812, loss_cls: 6.1705, loss: 6.1705, grad_norm: 4.7790 2020-10-24 07:28:01,469 - mmaction - INFO - Epoch [43][220/1492] lr: 1.000e-03, eta: 1 day, 3:33:38, time: 1.063, data_time: 0.008, memory: 5812, loss_cls: 6.2290, loss: 6.2290, grad_norm: 4.9320 2020-10-24 07:28:21,211 - mmaction - INFO - Epoch [43][240/1492] lr: 1.000e-03, eta: 1 day, 3:33:10, time: 0.987, data_time: 0.004, memory: 5812, loss_cls: 6.2468, loss: 6.2468, grad_norm: 4.8399 2020-10-24 07:28:41,917 - mmaction - INFO - Epoch [43][260/1492] lr: 1.000e-03, eta: 1 day, 3:32:44, time: 1.035, data_time: 0.004, memory: 5812, loss_cls: 6.1189, loss: 6.1189, grad_norm: 4.7809 2020-10-24 07:29:03,230 - mmaction - INFO - Epoch [43][280/1492] lr: 1.000e-03, eta: 1 day, 3:32:19, time: 1.062, data_time: 0.005, memory: 5812, loss_cls: 6.0675, loss: 6.0675, grad_norm: 4.7339 2020-10-24 07:29:24,124 - mmaction - INFO - Epoch [43][300/1492] lr: 1.000e-03, eta: 1 day, 3:31:53, time: 1.049, data_time: 0.008, memory: 5812, loss_cls: 6.0450, loss: 6.0450, grad_norm: 4.7672 2020-10-24 07:29:45,497 - mmaction - INFO - Epoch [43][320/1492] lr: 1.000e-03, eta: 1 day, 3:31:28, time: 1.062, data_time: 0.002, memory: 5812, loss_cls: 6.2485, loss: 6.2485, grad_norm: 4.9205 2020-10-24 07:30:07,129 - mmaction - INFO - Epoch [43][340/1492] lr: 1.000e-03, eta: 1 day, 3:31:03, time: 1.085, data_time: 0.009, memory: 5812, loss_cls: 6.2480, loss: 6.2480, grad_norm: 4.9142 2020-10-24 07:30:27,820 - mmaction - INFO - Epoch [43][360/1492] lr: 1.000e-03, eta: 1 day, 3:30:37, time: 1.032, data_time: 0.004, memory: 5812, loss_cls: 6.0491, loss: 6.0491, grad_norm: 4.7687 2020-10-24 07:30:49,252 - mmaction - INFO - Epoch [43][380/1492] lr: 1.000e-03, eta: 1 day, 3:30:12, time: 1.069, data_time: 0.010, memory: 5812, loss_cls: 6.1948, loss: 6.1948, grad_norm: 4.8712 2020-10-24 07:31:09,883 - mmaction - INFO - Epoch [43][400/1492] lr: 1.000e-03, eta: 1 day, 3:29:46, time: 1.037, data_time: 0.011, memory: 5812, loss_cls: 6.0930, loss: 6.0930, grad_norm: 4.8340 2020-10-24 07:31:31,074 - mmaction - INFO - Epoch [43][420/1492] lr: 1.000e-03, eta: 1 day, 3:29:20, time: 1.059, data_time: 0.005, memory: 5812, loss_cls: 6.0691, loss: 6.0691, grad_norm: 4.8600 2020-10-24 07:31:52,352 - mmaction - INFO - Epoch [43][440/1492] lr: 1.000e-03, eta: 1 day, 3:28:55, time: 1.063, data_time: 0.006, memory: 5812, loss_cls: 6.2711, loss: 6.2711, grad_norm: 4.9195 2020-10-24 07:32:13,351 - mmaction - INFO - Epoch [43][460/1492] lr: 1.000e-03, eta: 1 day, 3:28:29, time: 1.052, data_time: 0.013, memory: 5812, loss_cls: 6.1305, loss: 6.1305, grad_norm: 4.9435 2020-10-24 07:32:34,427 - mmaction - INFO - Epoch [43][480/1492] lr: 1.000e-03, eta: 1 day, 3:28:04, time: 1.056, data_time: 0.004, memory: 5812, loss_cls: 6.1121, loss: 6.1121, grad_norm: 4.8509 2020-10-24 07:32:56,053 - mmaction - INFO - Epoch [43][500/1492] lr: 1.000e-03, eta: 1 day, 3:27:39, time: 1.075, data_time: 0.004, memory: 5812, loss_cls: 6.1503, loss: 6.1503, grad_norm: 4.7927 2020-10-24 07:33:17,537 - mmaction - INFO - Epoch [43][520/1492] lr: 1.000e-03, eta: 1 day, 3:27:14, time: 1.078, data_time: 0.016, memory: 5812, loss_cls: 6.2079, loss: 6.2079, grad_norm: 4.8297 2020-10-24 07:33:38,410 - mmaction - INFO - Epoch [43][540/1492] lr: 1.000e-03, eta: 1 day, 3:26:48, time: 1.045, data_time: 0.005, memory: 5812, loss_cls: 6.1476, loss: 6.1476, grad_norm: 4.7899 2020-10-24 07:34:00,556 - mmaction - INFO - Epoch [43][560/1492] lr: 1.000e-03, eta: 1 day, 3:26:24, time: 1.104, data_time: 0.004, memory: 5812, loss_cls: 6.1894, loss: 6.1894, grad_norm: 4.9180 2020-10-24 07:34:21,356 - mmaction - INFO - Epoch [43][580/1492] lr: 1.000e-03, eta: 1 day, 3:25:58, time: 1.037, data_time: 0.009, memory: 5812, loss_cls: 6.1845, loss: 6.1845, grad_norm: 4.8955 2020-10-24 07:34:42,308 - mmaction - INFO - Epoch [43][600/1492] lr: 1.000e-03, eta: 1 day, 3:25:32, time: 1.047, data_time: 0.010, memory: 5812, loss_cls: 6.1219, loss: 6.1219, grad_norm: 4.8917 2020-10-24 07:35:03,562 - mmaction - INFO - Epoch [43][620/1492] lr: 1.000e-03, eta: 1 day, 3:25:07, time: 1.065, data_time: 0.011, memory: 5812, loss_cls: 6.2125, loss: 6.2125, grad_norm: 5.0121 2020-10-24 07:35:24,650 - mmaction - INFO - Epoch [43][640/1492] lr: 1.000e-03, eta: 1 day, 3:24:41, time: 1.058, data_time: 0.008, memory: 5812, loss_cls: 6.2336, loss: 6.2336, grad_norm: 4.9256 2020-10-24 07:35:46,221 - mmaction - INFO - Epoch [43][660/1492] lr: 1.000e-03, eta: 1 day, 3:24:16, time: 1.076, data_time: 0.006, memory: 5812, loss_cls: 6.0595, loss: 6.0595, grad_norm: 4.8028 2020-10-24 07:36:07,388 - mmaction - INFO - Epoch [43][680/1492] lr: 1.000e-03, eta: 1 day, 3:23:51, time: 1.055, data_time: 0.007, memory: 5812, loss_cls: 6.1557, loss: 6.1557, grad_norm: 4.9081 2020-10-24 07:36:28,334 - mmaction - INFO - Epoch [43][700/1492] lr: 1.000e-03, eta: 1 day, 3:23:25, time: 1.054, data_time: 0.010, memory: 5812, loss_cls: 6.0964, loss: 6.0964, grad_norm: 4.7687 2020-10-24 07:36:49,749 - mmaction - INFO - Epoch [43][720/1492] lr: 1.000e-03, eta: 1 day, 3:23:00, time: 1.063, data_time: 0.003, memory: 5812, loss_cls: 6.1614, loss: 6.1614, grad_norm: 4.9005 2020-10-24 07:37:10,584 - mmaction - INFO - Epoch [43][740/1492] lr: 1.000e-03, eta: 1 day, 3:22:34, time: 1.050, data_time: 0.012, memory: 5812, loss_cls: 6.2672, loss: 6.2672, grad_norm: 4.9099 2020-10-24 07:37:32,449 - mmaction - INFO - Epoch [43][760/1492] lr: 1.000e-03, eta: 1 day, 3:22:10, time: 1.089, data_time: 0.002, memory: 5812, loss_cls: 6.1449, loss: 6.1449, grad_norm: 4.8376 2020-10-24 07:37:53,334 - mmaction - INFO - Epoch [43][780/1492] lr: 1.000e-03, eta: 1 day, 3:21:44, time: 1.047, data_time: 0.012, memory: 5812, loss_cls: 6.2504, loss: 6.2504, grad_norm: 4.9166 2020-10-24 07:38:14,055 - mmaction - INFO - Epoch [43][800/1492] lr: 1.000e-03, eta: 1 day, 3:21:18, time: 1.037, data_time: 0.003, memory: 5812, loss_cls: 6.2306, loss: 6.2306, grad_norm: 4.8458 2020-10-24 07:38:35,522 - mmaction - INFO - Epoch [43][820/1492] lr: 1.000e-03, eta: 1 day, 3:20:53, time: 1.072, data_time: 0.005, memory: 5812, loss_cls: 6.1407, loss: 6.1407, grad_norm: 4.8519 2020-10-24 07:38:56,354 - mmaction - INFO - Epoch [43][840/1492] lr: 1.000e-03, eta: 1 day, 3:20:27, time: 1.043, data_time: 0.004, memory: 5812, loss_cls: 6.1094, loss: 6.1094, grad_norm: 4.7805 2020-10-24 07:39:17,775 - mmaction - INFO - Epoch [43][860/1492] lr: 1.000e-03, eta: 1 day, 3:20:02, time: 1.067, data_time: 0.001, memory: 5812, loss_cls: 6.1252, loss: 6.1252, grad_norm: 4.8743 2020-10-24 07:39:39,578 - mmaction - INFO - Epoch [43][880/1492] lr: 1.000e-03, eta: 1 day, 3:19:37, time: 1.084, data_time: 0.006, memory: 5812, loss_cls: 6.1267, loss: 6.1267, grad_norm: 4.9864 2020-10-24 07:40:00,458 - mmaction - INFO - Epoch [43][900/1492] lr: 1.000e-03, eta: 1 day, 3:19:12, time: 1.051, data_time: 0.011, memory: 5812, loss_cls: 6.0826, loss: 6.0826, grad_norm: 4.8391 2020-10-24 07:40:21,669 - mmaction - INFO - Epoch [43][920/1492] lr: 1.000e-03, eta: 1 day, 3:18:46, time: 1.060, data_time: 0.005, memory: 5812, loss_cls: 6.1417, loss: 6.1417, grad_norm: 4.8039 2020-10-24 07:40:43,001 - mmaction - INFO - Epoch [43][940/1492] lr: 1.000e-03, eta: 1 day, 3:18:21, time: 1.064, data_time: 0.007, memory: 5812, loss_cls: 6.0633, loss: 6.0633, grad_norm: 4.8361 2020-10-24 07:41:03,749 - mmaction - INFO - Epoch [43][960/1492] lr: 1.000e-03, eta: 1 day, 3:17:55, time: 1.038, data_time: 0.007, memory: 5812, loss_cls: 5.9607, loss: 5.9607, grad_norm: 4.7346 2020-10-24 07:41:24,318 - mmaction - INFO - Epoch [43][980/1492] lr: 1.000e-03, eta: 1 day, 3:17:29, time: 1.033, data_time: 0.010, memory: 5812, loss_cls: 6.2363, loss: 6.2363, grad_norm: 5.0154 2020-10-24 07:41:45,451 - mmaction - INFO - Epoch [43][1000/1492] lr: 1.000e-03, eta: 1 day, 3:17:04, time: 1.048, data_time: 0.002, memory: 5812, loss_cls: 6.1805, loss: 6.1805, grad_norm: 4.8709 2020-10-24 07:42:06,527 - mmaction - INFO - Epoch [43][1020/1492] lr: 1.000e-03, eta: 1 day, 3:16:38, time: 1.056, data_time: 0.011, memory: 5812, loss_cls: 6.1805, loss: 6.1805, grad_norm: 4.9389 2020-10-24 07:42:27,883 - mmaction - INFO - Epoch [43][1040/1492] lr: 1.000e-03, eta: 1 day, 3:16:13, time: 1.074, data_time: 0.012, memory: 5812, loss_cls: 6.1460, loss: 6.1460, grad_norm: 4.9326 2020-10-24 07:42:48,709 - mmaction - INFO - Epoch [43][1060/1492] lr: 1.000e-03, eta: 1 day, 3:15:47, time: 1.041, data_time: 0.003, memory: 5812, loss_cls: 6.2463, loss: 6.2463, grad_norm: 4.9604 2020-10-24 07:43:10,562 - mmaction - INFO - Epoch [43][1080/1492] lr: 1.000e-03, eta: 1 day, 3:15:23, time: 1.090, data_time: 0.002, memory: 5812, loss_cls: 6.2727, loss: 6.2727, grad_norm: 4.9296 2020-10-24 07:43:31,265 - mmaction - INFO - Epoch [43][1100/1492] lr: 1.000e-03, eta: 1 day, 3:14:57, time: 1.036, data_time: 0.005, memory: 5812, loss_cls: 6.2506, loss: 6.2506, grad_norm: 4.9172 2020-10-24 07:43:52,270 - mmaction - INFO - Epoch [43][1120/1492] lr: 1.000e-03, eta: 1 day, 3:14:31, time: 1.051, data_time: 0.006, memory: 5812, loss_cls: 6.2122, loss: 6.2122, grad_norm: 4.8991 2020-10-24 07:44:13,160 - mmaction - INFO - Epoch [43][1140/1492] lr: 1.000e-03, eta: 1 day, 3:14:05, time: 1.041, data_time: 0.007, memory: 5812, loss_cls: 6.2222, loss: 6.2222, grad_norm: 4.8788 2020-10-24 07:44:34,943 - mmaction - INFO - Epoch [43][1160/1492] lr: 1.000e-03, eta: 1 day, 3:13:41, time: 1.084, data_time: 0.011, memory: 5812, loss_cls: 6.2861, loss: 6.2861, grad_norm: 4.9576 2020-10-24 07:44:56,055 - mmaction - INFO - Epoch [43][1180/1492] lr: 1.000e-03, eta: 1 day, 3:13:15, time: 1.063, data_time: 0.011, memory: 5812, loss_cls: 6.1624, loss: 6.1624, grad_norm: 4.9743 2020-10-24 07:45:17,047 - mmaction - INFO - Epoch [43][1200/1492] lr: 1.000e-03, eta: 1 day, 3:12:50, time: 1.047, data_time: 0.005, memory: 5812, loss_cls: 6.1881, loss: 6.1881, grad_norm: 4.9382 2020-10-24 07:45:37,342 - mmaction - INFO - Epoch [43][1220/1492] lr: 1.000e-03, eta: 1 day, 3:12:23, time: 1.019, data_time: 0.006, memory: 5812, loss_cls: 6.2653, loss: 6.2653, grad_norm: 4.9927 2020-10-24 07:45:58,667 - mmaction - INFO - Epoch [43][1240/1492] lr: 1.000e-03, eta: 1 day, 3:11:58, time: 1.064, data_time: 0.001, memory: 5812, loss_cls: 6.1601, loss: 6.1601, grad_norm: 4.8411 2020-10-24 07:46:20,025 - mmaction - INFO - Epoch [43][1260/1492] lr: 1.000e-03, eta: 1 day, 3:11:33, time: 1.070, data_time: 0.007, memory: 5812, loss_cls: 6.1568, loss: 6.1568, grad_norm: 4.8518 2020-10-24 07:46:40,938 - mmaction - INFO - Epoch [43][1280/1492] lr: 1.000e-03, eta: 1 day, 3:11:07, time: 1.042, data_time: 0.001, memory: 5812, loss_cls: 6.1852, loss: 6.1852, grad_norm: 4.9569 2020-10-24 07:47:02,754 - mmaction - INFO - Epoch [43][1300/1492] lr: 1.000e-03, eta: 1 day, 3:10:43, time: 1.089, data_time: 0.005, memory: 5812, loss_cls: 6.1587, loss: 6.1587, grad_norm: 4.8514 2020-10-24 07:47:23,968 - mmaction - INFO - Epoch [43][1320/1492] lr: 1.000e-03, eta: 1 day, 3:10:18, time: 1.065, data_time: 0.010, memory: 5812, loss_cls: 6.0756, loss: 6.0756, grad_norm: 4.8160 2020-10-24 07:47:45,196 - mmaction - INFO - Epoch [43][1340/1492] lr: 1.000e-03, eta: 1 day, 3:09:52, time: 1.063, data_time: 0.008, memory: 5812, loss_cls: 6.2950, loss: 6.2950, grad_norm: 4.9898 2020-10-24 07:48:06,446 - mmaction - INFO - Epoch [43][1360/1492] lr: 1.000e-03, eta: 1 day, 3:09:27, time: 1.062, data_time: 0.002, memory: 5812, loss_cls: 6.1879, loss: 6.1879, grad_norm: 4.9393 2020-10-24 07:48:27,896 - mmaction - INFO - Epoch [43][1380/1492] lr: 1.000e-03, eta: 1 day, 3:09:02, time: 1.059, data_time: 0.002, memory: 5812, loss_cls: 6.1064, loss: 6.1064, grad_norm: 4.8477 2020-10-24 07:48:49,227 - mmaction - INFO - Epoch [43][1400/1492] lr: 1.000e-03, eta: 1 day, 3:08:37, time: 1.079, data_time: 0.016, memory: 5812, loss_cls: 6.1488, loss: 6.1488, grad_norm: 4.8657 2020-10-24 07:49:10,343 - mmaction - INFO - Epoch [43][1420/1492] lr: 1.000e-03, eta: 1 day, 3:08:12, time: 1.058, data_time: 0.003, memory: 5812, loss_cls: 6.1269, loss: 6.1269, grad_norm: 4.8322 2020-10-24 07:49:30,990 - mmaction - INFO - Epoch [43][1440/1492] lr: 1.000e-03, eta: 1 day, 3:07:46, time: 1.031, data_time: 0.003, memory: 5812, loss_cls: 6.0974, loss: 6.0974, grad_norm: 4.8252 2020-10-24 07:49:52,395 - mmaction - INFO - Epoch [43][1460/1492] lr: 1.000e-03, eta: 1 day, 3:07:20, time: 1.059, data_time: 0.003, memory: 5812, loss_cls: 6.0651, loss: 6.0651, grad_norm: 4.8509 2020-10-24 07:50:13,074 - mmaction - INFO - Epoch [43][1480/1492] lr: 1.000e-03, eta: 1 day, 3:06:55, time: 1.040, data_time: 0.018, memory: 5812, loss_cls: 6.0763, loss: 6.0763, grad_norm: 4.8012 2020-10-24 07:51:04,949 - mmaction - INFO - Epoch [44][20/1492] lr: 1.000e-03, eta: 1 day, 3:06:21, time: 1.950, data_time: 1.299, memory: 5812, loss_cls: 6.0334, loss: 6.0334, grad_norm: 4.8495 2020-10-24 07:51:28,400 - mmaction - INFO - Epoch [44][40/1492] lr: 1.000e-03, eta: 1 day, 3:05:59, time: 1.180, data_time: 0.036, memory: 5812, loss_cls: 6.2057, loss: 6.2057, grad_norm: 4.9797 2020-10-24 07:51:50,171 - mmaction - INFO - Epoch [44][60/1492] lr: 1.000e-03, eta: 1 day, 3:05:34, time: 1.088, data_time: 0.003, memory: 5812, loss_cls: 6.2770, loss: 6.2770, grad_norm: 5.0382 2020-10-24 07:52:10,591 - mmaction - INFO - Epoch [44][80/1492] lr: 1.000e-03, eta: 1 day, 3:05:08, time: 1.018, data_time: 0.005, memory: 5812, loss_cls: 6.1472, loss: 6.1472, grad_norm: 4.8878 2020-10-24 07:52:31,815 - mmaction - INFO - Epoch [44][100/1492] lr: 1.000e-03, eta: 1 day, 3:04:43, time: 1.061, data_time: 0.007, memory: 5812, loss_cls: 6.2467, loss: 6.2467, grad_norm: 4.9374 2020-10-24 07:52:53,261 - mmaction - INFO - Epoch [44][120/1492] lr: 1.000e-03, eta: 1 day, 3:04:18, time: 1.065, data_time: 0.006, memory: 5812, loss_cls: 6.1006, loss: 6.1006, grad_norm: 4.8606 2020-10-24 07:53:14,107 - mmaction - INFO - Epoch [44][140/1492] lr: 1.000e-03, eta: 1 day, 3:03:52, time: 1.053, data_time: 0.012, memory: 5812, loss_cls: 6.1107, loss: 6.1107, grad_norm: 4.9179 2020-10-24 07:53:35,061 - mmaction - INFO - Epoch [44][160/1492] lr: 1.000e-03, eta: 1 day, 3:03:26, time: 1.046, data_time: 0.006, memory: 5812, loss_cls: 6.0920, loss: 6.0920, grad_norm: 4.9219 2020-10-24 07:53:55,691 - mmaction - INFO - Epoch [44][180/1492] lr: 1.000e-03, eta: 1 day, 3:03:00, time: 1.028, data_time: 0.003, memory: 5812, loss_cls: 6.1939, loss: 6.1939, grad_norm: 4.9843 2020-10-24 07:54:16,797 - mmaction - INFO - Epoch [44][200/1492] lr: 1.000e-03, eta: 1 day, 3:02:35, time: 1.058, data_time: 0.013, memory: 5812, loss_cls: 6.1565, loss: 6.1565, grad_norm: 4.9042 2020-10-24 07:54:37,571 - mmaction - INFO - Epoch [44][220/1492] lr: 1.000e-03, eta: 1 day, 3:02:09, time: 1.041, data_time: 0.004, memory: 5812, loss_cls: 6.1160, loss: 6.1160, grad_norm: 4.9276 2020-10-24 07:54:58,514 - mmaction - INFO - Epoch [44][240/1492] lr: 1.000e-03, eta: 1 day, 3:01:44, time: 1.046, data_time: 0.001, memory: 5812, loss_cls: 6.2208, loss: 6.2208, grad_norm: 5.0186 2020-10-24 07:55:19,994 - mmaction - INFO - Epoch [44][260/1492] lr: 1.000e-03, eta: 1 day, 3:01:19, time: 1.073, data_time: 0.005, memory: 5812, loss_cls: 6.0633, loss: 6.0633, grad_norm: 4.8740 2020-10-24 07:55:40,916 - mmaction - INFO - Epoch [44][280/1492] lr: 1.000e-03, eta: 1 day, 3:00:53, time: 1.047, data_time: 0.004, memory: 5812, loss_cls: 6.1869, loss: 6.1869, grad_norm: 5.0255 2020-10-24 07:56:02,317 - mmaction - INFO - Epoch [44][300/1492] lr: 1.000e-03, eta: 1 day, 3:00:28, time: 1.071, data_time: 0.003, memory: 5812, loss_cls: 6.1019, loss: 6.1019, grad_norm: 4.9527 2020-10-24 07:56:23,226 - mmaction - INFO - Epoch [44][320/1492] lr: 1.000e-03, eta: 1 day, 3:00:03, time: 1.046, data_time: 0.002, memory: 5812, loss_cls: 6.1009, loss: 6.1009, grad_norm: 4.8478 2020-10-24 07:56:43,819 - mmaction - INFO - Epoch [44][340/1492] lr: 1.000e-03, eta: 1 day, 2:59:36, time: 1.016, data_time: 0.001, memory: 5812, loss_cls: 6.2169, loss: 6.2169, grad_norm: 4.9345 2020-10-24 07:57:04,954 - mmaction - INFO - Epoch [44][360/1492] lr: 1.000e-03, eta: 1 day, 2:59:11, time: 1.067, data_time: 0.014, memory: 5812, loss_cls: 6.1634, loss: 6.1634, grad_norm: 4.9957 2020-10-24 07:57:26,512 - mmaction - INFO - Epoch [44][380/1492] lr: 1.000e-03, eta: 1 day, 2:58:46, time: 1.081, data_time: 0.006, memory: 5812, loss_cls: 6.2609, loss: 6.2609, grad_norm: 4.9798 2020-10-24 07:57:47,638 - mmaction - INFO - Epoch [44][400/1492] lr: 1.000e-03, eta: 1 day, 2:58:21, time: 1.051, data_time: 0.003, memory: 5812, loss_cls: 6.0763, loss: 6.0763, grad_norm: 4.8794 2020-10-24 07:58:08,785 - mmaction - INFO - Epoch [44][420/1492] lr: 1.000e-03, eta: 1 day, 2:57:56, time: 1.062, data_time: 0.006, memory: 5812, loss_cls: 6.0995, loss: 6.0995, grad_norm: 4.8396 2020-10-24 07:58:29,559 - mmaction - INFO - Epoch [44][440/1492] lr: 1.000e-03, eta: 1 day, 2:57:30, time: 1.035, data_time: 0.001, memory: 5812, loss_cls: 6.0119, loss: 6.0119, grad_norm: 4.8926 2020-10-24 07:58:51,676 - mmaction - INFO - Epoch [44][460/1492] lr: 1.000e-03, eta: 1 day, 2:57:06, time: 1.110, data_time: 0.008, memory: 5812, loss_cls: 6.1637, loss: 6.1637, grad_norm: 5.0010 2020-10-24 07:59:12,222 - mmaction - INFO - Epoch [44][480/1492] lr: 1.000e-03, eta: 1 day, 2:56:40, time: 1.025, data_time: 0.004, memory: 5812, loss_cls: 6.1435, loss: 6.1435, grad_norm: 4.9241 2020-10-24 07:59:33,218 - mmaction - INFO - Epoch [44][500/1492] lr: 1.000e-03, eta: 1 day, 2:56:14, time: 1.049, data_time: 0.005, memory: 5812, loss_cls: 6.0230, loss: 6.0230, grad_norm: 4.8241 2020-10-24 07:59:54,203 - mmaction - INFO - Epoch [44][520/1492] lr: 1.000e-03, eta: 1 day, 2:55:49, time: 1.049, data_time: 0.006, memory: 5812, loss_cls: 6.1077, loss: 6.1077, grad_norm: 4.9093 2020-10-24 08:00:14,719 - mmaction - INFO - Epoch [44][540/1492] lr: 1.000e-03, eta: 1 day, 2:55:23, time: 1.027, data_time: 0.007, memory: 5812, loss_cls: 6.3483, loss: 6.3483, grad_norm: 5.0429 2020-10-24 08:00:36,424 - mmaction - INFO - Epoch [44][560/1492] lr: 1.000e-03, eta: 1 day, 2:54:58, time: 1.086, data_time: 0.005, memory: 5812, loss_cls: 6.1460, loss: 6.1460, grad_norm: 4.9012 2020-10-24 08:00:56,849 - mmaction - INFO - Epoch [44][580/1492] lr: 1.000e-03, eta: 1 day, 2:54:32, time: 1.019, data_time: 0.005, memory: 5812, loss_cls: 6.1786, loss: 6.1786, grad_norm: 4.9888 2020-10-24 08:01:18,073 - mmaction - INFO - Epoch [44][600/1492] lr: 1.000e-03, eta: 1 day, 2:54:07, time: 1.057, data_time: 0.005, memory: 5812, loss_cls: 6.1174, loss: 6.1174, grad_norm: 4.8471 2020-10-24 08:01:39,202 - mmaction - INFO - Epoch [44][620/1492] lr: 1.000e-03, eta: 1 day, 2:53:41, time: 1.057, data_time: 0.012, memory: 5812, loss_cls: 6.1365, loss: 6.1365, grad_norm: 4.9001 2020-10-24 08:02:00,355 - mmaction - INFO - Epoch [44][640/1492] lr: 1.000e-03, eta: 1 day, 2:53:16, time: 1.060, data_time: 0.009, memory: 5812, loss_cls: 6.0670, loss: 6.0670, grad_norm: 4.8397 2020-10-24 08:02:21,338 - mmaction - INFO - Epoch [44][660/1492] lr: 1.000e-03, eta: 1 day, 2:52:51, time: 1.054, data_time: 0.006, memory: 5812, loss_cls: 6.1639, loss: 6.1639, grad_norm: 4.8791 2020-10-24 08:02:42,334 - mmaction - INFO - Epoch [44][680/1492] lr: 1.000e-03, eta: 1 day, 2:52:25, time: 1.045, data_time: 0.005, memory: 5812, loss_cls: 6.1691, loss: 6.1691, grad_norm: 4.9095 2020-10-24 08:03:03,271 - mmaction - INFO - Epoch [44][700/1492] lr: 1.000e-03, eta: 1 day, 2:52:00, time: 1.052, data_time: 0.007, memory: 5812, loss_cls: 6.0211, loss: 6.0211, grad_norm: 4.8813 2020-10-24 08:03:24,193 - mmaction - INFO - Epoch [44][720/1492] lr: 1.000e-03, eta: 1 day, 2:51:34, time: 1.045, data_time: 0.002, memory: 5812, loss_cls: 6.0309, loss: 6.0309, grad_norm: 4.8306 2020-10-24 08:03:45,390 - mmaction - INFO - Epoch [44][740/1492] lr: 1.000e-03, eta: 1 day, 2:51:09, time: 1.055, data_time: 0.003, memory: 5812, loss_cls: 6.1378, loss: 6.1378, grad_norm: 4.9579 2020-10-24 08:04:06,397 - mmaction - INFO - Epoch [44][760/1492] lr: 1.000e-03, eta: 1 day, 2:50:44, time: 1.050, data_time: 0.010, memory: 5812, loss_cls: 6.0908, loss: 6.0908, grad_norm: 5.0104 2020-10-24 08:04:27,136 - mmaction - INFO - Epoch [44][780/1492] lr: 1.000e-03, eta: 1 day, 2:50:18, time: 1.041, data_time: 0.009, memory: 5812, loss_cls: 6.1844, loss: 6.1844, grad_norm: 4.9711 2020-10-24 08:04:48,348 - mmaction - INFO - Epoch [44][800/1492] lr: 1.000e-03, eta: 1 day, 2:49:53, time: 1.061, data_time: 0.004, memory: 5812, loss_cls: 6.2117, loss: 6.2117, grad_norm: 4.9136 2020-10-24 08:05:09,365 - mmaction - INFO - Epoch [44][820/1492] lr: 1.000e-03, eta: 1 day, 2:49:27, time: 1.048, data_time: 0.007, memory: 5812, loss_cls: 6.1955, loss: 6.1955, grad_norm: 4.8871 2020-10-24 08:05:30,353 - mmaction - INFO - Epoch [44][840/1492] lr: 1.000e-03, eta: 1 day, 2:49:02, time: 1.053, data_time: 0.005, memory: 5812, loss_cls: 6.1393, loss: 6.1393, grad_norm: 4.9026 2020-10-24 08:05:51,503 - mmaction - INFO - Epoch [44][860/1492] lr: 1.000e-03, eta: 1 day, 2:48:37, time: 1.055, data_time: 0.001, memory: 5812, loss_cls: 6.1139, loss: 6.1139, grad_norm: 4.9091 2020-10-24 08:06:12,697 - mmaction - INFO - Epoch [44][880/1492] lr: 1.000e-03, eta: 1 day, 2:48:11, time: 1.063, data_time: 0.004, memory: 5812, loss_cls: 6.0731, loss: 6.0731, grad_norm: 4.9507 2020-10-24 08:06:34,099 - mmaction - INFO - Epoch [44][900/1492] lr: 1.000e-03, eta: 1 day, 2:47:46, time: 1.061, data_time: 0.002, memory: 5812, loss_cls: 6.1140, loss: 6.1140, grad_norm: 4.9446 2020-10-24 08:06:54,977 - mmaction - INFO - Epoch [44][920/1492] lr: 1.000e-03, eta: 1 day, 2:47:21, time: 1.050, data_time: 0.010, memory: 5812, loss_cls: 6.1756, loss: 6.1756, grad_norm: 4.9718 2020-10-24 08:07:15,931 - mmaction - INFO - Epoch [44][940/1492] lr: 1.000e-03, eta: 1 day, 2:46:55, time: 1.047, data_time: 0.006, memory: 5812, loss_cls: 6.1095, loss: 6.1095, grad_norm: 4.8879 2020-10-24 08:07:37,381 - mmaction - INFO - Epoch [44][960/1492] lr: 1.000e-03, eta: 1 day, 2:46:31, time: 1.075, data_time: 0.006, memory: 5812, loss_cls: 6.1275, loss: 6.1275, grad_norm: 4.8670 2020-10-24 08:07:58,713 - mmaction - INFO - Epoch [44][980/1492] lr: 1.000e-03, eta: 1 day, 2:46:06, time: 1.062, data_time: 0.003, memory: 5812, loss_cls: 6.1412, loss: 6.1412, grad_norm: 4.9964 2020-10-24 08:08:19,424 - mmaction - INFO - Epoch [44][1000/1492] lr: 1.000e-03, eta: 1 day, 2:45:40, time: 1.041, data_time: 0.007, memory: 5812, loss_cls: 6.2320, loss: 6.2320, grad_norm: 5.0912 2020-10-24 08:08:40,526 - mmaction - INFO - Epoch [44][1020/1492] lr: 1.000e-03, eta: 1 day, 2:45:15, time: 1.054, data_time: 0.005, memory: 5812, loss_cls: 6.1900, loss: 6.1900, grad_norm: 5.0264 2020-10-24 08:09:01,706 - mmaction - INFO - Epoch [44][1040/1492] lr: 1.000e-03, eta: 1 day, 2:44:49, time: 1.057, data_time: 0.004, memory: 5812, loss_cls: 6.2033, loss: 6.2033, grad_norm: 4.9276 2020-10-24 08:09:22,553 - mmaction - INFO - Epoch [44][1060/1492] lr: 1.000e-03, eta: 1 day, 2:44:24, time: 1.045, data_time: 0.007, memory: 5812, loss_cls: 6.1989, loss: 6.1989, grad_norm: 4.9829 2020-10-24 08:09:43,725 - mmaction - INFO - Epoch [44][1080/1492] lr: 1.000e-03, eta: 1 day, 2:43:59, time: 1.059, data_time: 0.003, memory: 5812, loss_cls: 6.1777, loss: 6.1777, grad_norm: 4.8694 2020-10-24 08:10:04,967 - mmaction - INFO - Epoch [44][1100/1492] lr: 1.000e-03, eta: 1 day, 2:43:34, time: 1.061, data_time: 0.001, memory: 5812, loss_cls: 6.1739, loss: 6.1739, grad_norm: 5.0311 2020-10-24 08:10:26,271 - mmaction - INFO - Epoch [44][1120/1492] lr: 1.000e-03, eta: 1 day, 2:43:08, time: 1.058, data_time: 0.003, memory: 5812, loss_cls: 6.2647, loss: 6.2647, grad_norm: 5.0503 2020-10-24 08:10:47,657 - mmaction - INFO - Epoch [44][1140/1492] lr: 1.000e-03, eta: 1 day, 2:42:44, time: 1.077, data_time: 0.011, memory: 5812, loss_cls: 6.1841, loss: 6.1841, grad_norm: 4.9075 2020-10-24 08:11:08,360 - mmaction - INFO - Epoch [44][1160/1492] lr: 1.000e-03, eta: 1 day, 2:42:18, time: 1.033, data_time: 0.003, memory: 5812, loss_cls: 6.0548, loss: 6.0548, grad_norm: 4.9200 2020-10-24 08:11:29,820 - mmaction - INFO - Epoch [44][1180/1492] lr: 1.000e-03, eta: 1 day, 2:41:53, time: 1.074, data_time: 0.004, memory: 5812, loss_cls: 6.0952, loss: 6.0952, grad_norm: 4.9395 2020-10-24 08:11:50,920 - mmaction - INFO - Epoch [44][1200/1492] lr: 1.000e-03, eta: 1 day, 2:41:28, time: 1.056, data_time: 0.003, memory: 5812, loss_cls: 6.2342, loss: 6.2342, grad_norm: 4.9583 2020-10-24 08:12:11,837 - mmaction - INFO - Epoch [44][1220/1492] lr: 1.000e-03, eta: 1 day, 2:41:02, time: 1.047, data_time: 0.003, memory: 5812, loss_cls: 6.1240, loss: 6.1240, grad_norm: 4.9011 2020-10-24 08:12:32,798 - mmaction - INFO - Epoch [44][1240/1492] lr: 1.000e-03, eta: 1 day, 2:40:37, time: 1.042, data_time: 0.003, memory: 5812, loss_cls: 6.0787, loss: 6.0787, grad_norm: 4.9199 2020-10-24 08:12:53,760 - mmaction - INFO - Epoch [44][1260/1492] lr: 1.000e-03, eta: 1 day, 2:40:11, time: 1.045, data_time: 0.007, memory: 5812, loss_cls: 6.2081, loss: 6.2081, grad_norm: 5.0409 2020-10-24 08:13:15,044 - mmaction - INFO - Epoch [44][1280/1492] lr: 1.000e-03, eta: 1 day, 2:39:46, time: 1.072, data_time: 0.014, memory: 5812, loss_cls: 6.0584, loss: 6.0584, grad_norm: 4.9082 2020-10-24 08:13:36,333 - mmaction - INFO - Epoch [44][1300/1492] lr: 1.000e-03, eta: 1 day, 2:39:21, time: 1.065, data_time: 0.003, memory: 5812, loss_cls: 6.0969, loss: 6.0969, grad_norm: 4.8844 2020-10-24 08:13:56,607 - mmaction - INFO - Epoch [44][1320/1492] lr: 1.000e-03, eta: 1 day, 2:38:55, time: 1.010, data_time: 0.004, memory: 5812, loss_cls: 6.2267, loss: 6.2267, grad_norm: 5.0216 2020-10-24 08:14:18,111 - mmaction - INFO - Epoch [44][1340/1492] lr: 1.000e-03, eta: 1 day, 2:38:30, time: 1.079, data_time: 0.006, memory: 5812, loss_cls: 6.3313, loss: 6.3313, grad_norm: 5.0783 2020-10-24 08:14:38,675 - mmaction - INFO - Epoch [44][1360/1492] lr: 1.000e-03, eta: 1 day, 2:38:04, time: 1.026, data_time: 0.002, memory: 5812, loss_cls: 6.1466, loss: 6.1466, grad_norm: 4.9076 2020-10-24 08:14:59,161 - mmaction - INFO - Epoch [44][1380/1492] lr: 1.000e-03, eta: 1 day, 2:37:38, time: 1.024, data_time: 0.004, memory: 5812, loss_cls: 6.3022, loss: 6.3022, grad_norm: 4.9427 2020-10-24 08:15:19,806 - mmaction - INFO - Epoch [44][1400/1492] lr: 1.000e-03, eta: 1 day, 2:37:13, time: 1.031, data_time: 0.006, memory: 5812, loss_cls: 6.0674, loss: 6.0674, grad_norm: 4.8397 2020-10-24 08:15:40,971 - mmaction - INFO - Epoch [44][1420/1492] lr: 1.000e-03, eta: 1 day, 2:36:47, time: 1.055, data_time: 0.011, memory: 5812, loss_cls: 6.2014, loss: 6.2014, grad_norm: 4.9306 2020-10-24 08:16:02,658 - mmaction - INFO - Epoch [44][1440/1492] lr: 1.000e-03, eta: 1 day, 2:36:23, time: 1.082, data_time: 0.009, memory: 5812, loss_cls: 6.2146, loss: 6.2146, grad_norm: 4.9671 2020-10-24 08:16:23,049 - mmaction - INFO - Epoch [44][1460/1492] lr: 1.000e-03, eta: 1 day, 2:35:57, time: 1.028, data_time: 0.013, memory: 5812, loss_cls: 6.1962, loss: 6.1962, grad_norm: 5.0501 2020-10-24 08:16:43,839 - mmaction - INFO - Epoch [44][1480/1492] lr: 1.000e-03, eta: 1 day, 2:35:31, time: 1.039, data_time: 0.006, memory: 5812, loss_cls: 6.2051, loss: 6.2051, grad_norm: 5.0149 2020-10-24 08:17:41,407 - mmaction - INFO - Epoch [45][20/1492] lr: 1.000e-03, eta: 1 day, 2:35:04, time: 2.182, data_time: 1.219, memory: 5812, loss_cls: 6.2322, loss: 6.2322, grad_norm: 5.0735 2020-10-24 08:18:03,191 - mmaction - INFO - Epoch [45][40/1492] lr: 1.000e-03, eta: 1 day, 2:34:39, time: 1.080, data_time: 0.003, memory: 5812, loss_cls: 6.1473, loss: 6.1473, grad_norm: 4.9446 2020-10-24 08:18:25,398 - mmaction - INFO - Epoch [45][60/1492] lr: 1.000e-03, eta: 1 day, 2:34:15, time: 1.117, data_time: 0.012, memory: 5812, loss_cls: 6.1688, loss: 6.1688, grad_norm: 4.9867 2020-10-24 08:18:47,817 - mmaction - INFO - Epoch [45][80/1492] lr: 1.000e-03, eta: 1 day, 2:33:52, time: 1.120, data_time: 0.007, memory: 5812, loss_cls: 6.0780, loss: 6.0780, grad_norm: 4.9993 2020-10-24 08:19:10,312 - mmaction - INFO - Epoch [45][100/1492] lr: 1.000e-03, eta: 1 day, 2:33:28, time: 1.126, data_time: 0.008, memory: 5812, loss_cls: 6.2084, loss: 6.2084, grad_norm: 5.0776 2020-10-24 08:19:31,541 - mmaction - INFO - Epoch [45][120/1492] lr: 1.000e-03, eta: 1 day, 2:33:03, time: 1.061, data_time: 0.006, memory: 5812, loss_cls: 6.2671, loss: 6.2671, grad_norm: 5.0940 2020-10-24 08:19:52,367 - mmaction - INFO - Epoch [45][140/1492] lr: 1.000e-03, eta: 1 day, 2:32:38, time: 1.038, data_time: 0.005, memory: 5812, loss_cls: 6.2474, loss: 6.2474, grad_norm: 5.0926 2020-10-24 08:20:14,298 - mmaction - INFO - Epoch [45][160/1492] lr: 1.000e-03, eta: 1 day, 2:32:14, time: 1.101, data_time: 0.008, memory: 5812, loss_cls: 6.2628, loss: 6.2628, grad_norm: 5.0125 2020-10-24 08:20:35,724 - mmaction - INFO - Epoch [45][180/1492] lr: 1.000e-03, eta: 1 day, 2:31:49, time: 1.073, data_time: 0.002, memory: 5812, loss_cls: 6.1222, loss: 6.1222, grad_norm: 4.8815 2020-10-24 08:20:57,023 - mmaction - INFO - Epoch [45][200/1492] lr: 1.000e-03, eta: 1 day, 2:31:24, time: 1.063, data_time: 0.005, memory: 5812, loss_cls: 6.1438, loss: 6.1438, grad_norm: 4.9855 2020-10-24 08:21:18,128 - mmaction - INFO - Epoch [45][220/1492] lr: 1.000e-03, eta: 1 day, 2:30:58, time: 1.048, data_time: 0.003, memory: 5812, loss_cls: 6.0797, loss: 6.0797, grad_norm: 4.8955 2020-10-24 08:21:40,002 - mmaction - INFO - Epoch [45][240/1492] lr: 1.000e-03, eta: 1 day, 2:30:34, time: 1.101, data_time: 0.010, memory: 5812, loss_cls: 6.1082, loss: 6.1082, grad_norm: 4.9479 2020-10-24 08:22:01,098 - mmaction - INFO - Epoch [45][260/1492] lr: 1.000e-03, eta: 1 day, 2:30:09, time: 1.053, data_time: 0.003, memory: 5812, loss_cls: 6.2725, loss: 6.2725, grad_norm: 5.0856 2020-10-24 08:22:22,412 - mmaction - INFO - Epoch [45][280/1492] lr: 1.000e-03, eta: 1 day, 2:29:44, time: 1.068, data_time: 0.005, memory: 5812, loss_cls: 5.9002, loss: 5.9002, grad_norm: 4.7976 2020-10-24 08:22:43,646 - mmaction - INFO - Epoch [45][300/1492] lr: 1.000e-03, eta: 1 day, 2:29:19, time: 1.052, data_time: 0.002, memory: 5812, loss_cls: 6.3121, loss: 6.3121, grad_norm: 5.0974 2020-10-24 08:23:05,549 - mmaction - INFO - Epoch [45][320/1492] lr: 1.000e-03, eta: 1 day, 2:28:55, time: 1.100, data_time: 0.014, memory: 5812, loss_cls: 6.1828, loss: 6.1828, grad_norm: 4.9772 2020-10-24 08:23:27,068 - mmaction - INFO - Epoch [45][340/1492] lr: 1.000e-03, eta: 1 day, 2:28:30, time: 1.081, data_time: 0.009, memory: 5812, loss_cls: 6.1315, loss: 6.1315, grad_norm: 4.8958 2020-10-24 08:23:48,422 - mmaction - INFO - Epoch [45][360/1492] lr: 1.000e-03, eta: 1 day, 2:28:05, time: 1.064, data_time: 0.003, memory: 5812, loss_cls: 6.0837, loss: 6.0837, grad_norm: 4.9340 2020-10-24 08:24:09,759 - mmaction - INFO - Epoch [45][380/1492] lr: 1.000e-03, eta: 1 day, 2:27:41, time: 1.071, data_time: 0.009, memory: 5812, loss_cls: 6.1441, loss: 6.1441, grad_norm: 4.9931 2020-10-24 08:24:31,284 - mmaction - INFO - Epoch [45][400/1492] lr: 1.000e-03, eta: 1 day, 2:27:16, time: 1.075, data_time: 0.004, memory: 5812, loss_cls: 6.1779, loss: 6.1779, grad_norm: 5.0075 2020-10-24 08:24:52,512 - mmaction - INFO - Epoch [45][420/1492] lr: 1.000e-03, eta: 1 day, 2:26:51, time: 1.059, data_time: 0.005, memory: 5812, loss_cls: 6.0024, loss: 6.0024, grad_norm: 4.9748 2020-10-24 08:25:13,491 - mmaction - INFO - Epoch [45][440/1492] lr: 1.000e-03, eta: 1 day, 2:26:26, time: 1.052, data_time: 0.008, memory: 5812, loss_cls: 6.1256, loss: 6.1256, grad_norm: 5.0186 2020-10-24 08:25:34,969 - mmaction - INFO - Epoch [45][460/1492] lr: 1.000e-03, eta: 1 day, 2:26:01, time: 1.072, data_time: 0.004, memory: 5812, loss_cls: 6.0684, loss: 6.0684, grad_norm: 4.9591 2020-10-24 08:25:56,005 - mmaction - INFO - Epoch [45][480/1492] lr: 1.000e-03, eta: 1 day, 2:25:36, time: 1.051, data_time: 0.005, memory: 5812, loss_cls: 6.0301, loss: 6.0301, grad_norm: 4.9705 2020-10-24 08:26:17,869 - mmaction - INFO - Epoch [45][500/1492] lr: 1.000e-03, eta: 1 day, 2:25:11, time: 1.089, data_time: 0.006, memory: 5812, loss_cls: 6.0576, loss: 6.0576, grad_norm: 4.9963 2020-10-24 08:26:38,792 - mmaction - INFO - Epoch [45][520/1492] lr: 1.000e-03, eta: 1 day, 2:24:46, time: 1.054, data_time: 0.011, memory: 5812, loss_cls: 6.1447, loss: 6.1447, grad_norm: 4.9979 2020-10-24 08:27:00,324 - mmaction - INFO - Epoch [45][540/1492] lr: 1.000e-03, eta: 1 day, 2:24:21, time: 1.068, data_time: 0.002, memory: 5812, loss_cls: 6.0016, loss: 6.0016, grad_norm: 4.9017 2020-10-24 08:27:22,183 - mmaction - INFO - Epoch [45][560/1492] lr: 1.000e-03, eta: 1 day, 2:23:57, time: 1.094, data_time: 0.011, memory: 5812, loss_cls: 6.0229, loss: 6.0229, grad_norm: 4.9560 2020-10-24 08:27:43,130 - mmaction - INFO - Epoch [45][580/1492] lr: 1.000e-03, eta: 1 day, 2:23:32, time: 1.046, data_time: 0.010, memory: 5812, loss_cls: 6.1377, loss: 6.1377, grad_norm: 4.9256 2020-10-24 08:28:04,390 - mmaction - INFO - Epoch [45][600/1492] lr: 1.000e-03, eta: 1 day, 2:23:07, time: 1.071, data_time: 0.009, memory: 5812, loss_cls: 6.2121, loss: 6.2121, grad_norm: 4.9609 2020-10-24 08:28:25,918 - mmaction - INFO - Epoch [45][620/1492] lr: 1.000e-03, eta: 1 day, 2:22:42, time: 1.073, data_time: 0.003, memory: 5812, loss_cls: 6.1353, loss: 6.1353, grad_norm: 4.9273 2020-10-24 08:28:46,871 - mmaction - INFO - Epoch [45][640/1492] lr: 1.000e-03, eta: 1 day, 2:22:17, time: 1.050, data_time: 0.005, memory: 5812, loss_cls: 6.1299, loss: 6.1299, grad_norm: 4.9817 2020-10-24 08:29:08,154 - mmaction - INFO - Epoch [45][660/1492] lr: 1.000e-03, eta: 1 day, 2:21:52, time: 1.060, data_time: 0.004, memory: 5812, loss_cls: 6.0248, loss: 6.0248, grad_norm: 4.9676 2020-10-24 08:29:29,054 - mmaction - INFO - Epoch [45][680/1492] lr: 1.000e-03, eta: 1 day, 2:21:27, time: 1.046, data_time: 0.008, memory: 5812, loss_cls: 5.9640, loss: 5.9640, grad_norm: 4.9044 2020-10-24 08:29:50,592 - mmaction - INFO - Epoch [45][700/1492] lr: 1.000e-03, eta: 1 day, 2:21:02, time: 1.075, data_time: 0.007, memory: 5812, loss_cls: 6.2006, loss: 6.2006, grad_norm: 4.9931 2020-10-24 08:30:12,432 - mmaction - INFO - Epoch [45][720/1492] lr: 1.000e-03, eta: 1 day, 2:20:38, time: 1.092, data_time: 0.006, memory: 5812, loss_cls: 6.0465, loss: 6.0465, grad_norm: 4.9726 2020-10-24 08:30:34,118 - mmaction - INFO - Epoch [45][740/1492] lr: 1.000e-03, eta: 1 day, 2:20:13, time: 1.089, data_time: 0.009, memory: 5812, loss_cls: 6.0700, loss: 6.0700, grad_norm: 4.9302 2020-10-24 08:30:56,176 - mmaction - INFO - Epoch [45][760/1492] lr: 1.000e-03, eta: 1 day, 2:19:49, time: 1.097, data_time: 0.002, memory: 5812, loss_cls: 6.1834, loss: 6.1834, grad_norm: 4.9197 2020-10-24 08:31:16,898 - mmaction - INFO - Epoch [45][780/1492] lr: 1.000e-03, eta: 1 day, 2:19:24, time: 1.040, data_time: 0.008, memory: 5812, loss_cls: 6.0352, loss: 6.0352, grad_norm: 4.9158 2020-10-24 08:31:38,430 - mmaction - INFO - Epoch [45][800/1492] lr: 1.000e-03, eta: 1 day, 2:18:59, time: 1.076, data_time: 0.003, memory: 5812, loss_cls: 6.1258, loss: 6.1258, grad_norm: 5.0383 2020-10-24 08:32:00,307 - mmaction - INFO - Epoch [45][820/1492] lr: 1.000e-03, eta: 1 day, 2:18:35, time: 1.085, data_time: 0.004, memory: 5812, loss_cls: 6.1002, loss: 6.1002, grad_norm: 5.0126 2020-10-24 08:32:21,043 - mmaction - INFO - Epoch [45][840/1492] lr: 1.000e-03, eta: 1 day, 2:18:10, time: 1.047, data_time: 0.017, memory: 5812, loss_cls: 6.1727, loss: 6.1727, grad_norm: 4.9823 2020-10-24 08:32:42,996 - mmaction - INFO - Epoch [45][860/1492] lr: 1.000e-03, eta: 1 day, 2:17:46, time: 1.098, data_time: 0.004, memory: 5812, loss_cls: 6.0838, loss: 6.0838, grad_norm: 4.9455 2020-10-24 08:33:03,703 - mmaction - INFO - Epoch [45][880/1492] lr: 1.000e-03, eta: 1 day, 2:17:20, time: 1.035, data_time: 0.003, memory: 5812, loss_cls: 6.0782, loss: 6.0782, grad_norm: 4.8787 2020-10-24 08:33:25,127 - mmaction - INFO - Epoch [45][900/1492] lr: 1.000e-03, eta: 1 day, 2:16:55, time: 1.068, data_time: 0.003, memory: 5812, loss_cls: 6.3240, loss: 6.3240, grad_norm: 5.1126 2020-10-24 08:33:46,481 - mmaction - INFO - Epoch [45][920/1492] lr: 1.000e-03, eta: 1 day, 2:16:30, time: 1.071, data_time: 0.007, memory: 5812, loss_cls: 6.1430, loss: 6.1430, grad_norm: 4.9485 2020-10-24 08:34:07,427 - mmaction - INFO - Epoch [45][940/1492] lr: 1.000e-03, eta: 1 day, 2:16:05, time: 1.040, data_time: 0.003, memory: 5812, loss_cls: 6.1462, loss: 6.1462, grad_norm: 4.9056 2020-10-24 08:34:28,684 - mmaction - INFO - Epoch [45][960/1492] lr: 1.000e-03, eta: 1 day, 2:15:40, time: 1.071, data_time: 0.018, memory: 5812, loss_cls: 6.1220, loss: 6.1220, grad_norm: 5.0113 2020-10-24 08:34:49,843 - mmaction - INFO - Epoch [45][980/1492] lr: 1.000e-03, eta: 1 day, 2:15:15, time: 1.058, data_time: 0.004, memory: 5812, loss_cls: 6.0047, loss: 6.0047, grad_norm: 4.9735 2020-10-24 08:35:11,564 - mmaction - INFO - Epoch [45][1000/1492] lr: 1.000e-03, eta: 1 day, 2:14:51, time: 1.078, data_time: 0.005, memory: 5812, loss_cls: 6.2155, loss: 6.2155, grad_norm: 5.1571 2020-10-24 08:35:33,554 - mmaction - INFO - Epoch [45][1020/1492] lr: 1.000e-03, eta: 1 day, 2:14:27, time: 1.101, data_time: 0.008, memory: 5812, loss_cls: 6.1002, loss: 6.1002, grad_norm: 5.0238 2020-10-24 08:35:55,190 - mmaction - INFO - Epoch [45][1040/1492] lr: 1.000e-03, eta: 1 day, 2:14:02, time: 1.084, data_time: 0.009, memory: 5812, loss_cls: 6.0935, loss: 6.0935, grad_norm: 4.9420 2020-10-24 08:36:17,306 - mmaction - INFO - Epoch [45][1060/1492] lr: 1.000e-03, eta: 1 day, 2:13:38, time: 1.105, data_time: 0.006, memory: 5812, loss_cls: 6.1778, loss: 6.1778, grad_norm: 5.0241 2020-10-24 08:36:39,181 - mmaction - INFO - Epoch [45][1080/1492] lr: 1.000e-03, eta: 1 day, 2:13:14, time: 1.093, data_time: 0.007, memory: 5812, loss_cls: 6.1124, loss: 6.1124, grad_norm: 5.0146 2020-10-24 08:37:01,441 - mmaction - INFO - Epoch [45][1100/1492] lr: 1.000e-03, eta: 1 day, 2:12:50, time: 1.111, data_time: 0.009, memory: 5812, loss_cls: 6.1240, loss: 6.1240, grad_norm: 4.9526 2020-10-24 08:37:23,428 - mmaction - INFO - Epoch [45][1120/1492] lr: 1.000e-03, eta: 1 day, 2:12:26, time: 1.100, data_time: 0.008, memory: 5812, loss_cls: 6.0632, loss: 6.0632, grad_norm: 4.9627 2020-10-24 08:37:43,985 - mmaction - INFO - Epoch [45][1140/1492] lr: 1.000e-03, eta: 1 day, 2:12:01, time: 1.031, data_time: 0.006, memory: 5812, loss_cls: 6.2020, loss: 6.2020, grad_norm: 5.0384 2020-10-24 08:38:06,010 - mmaction - INFO - Epoch [45][1160/1492] lr: 1.000e-03, eta: 1 day, 2:11:37, time: 1.093, data_time: 0.002, memory: 5812, loss_cls: 6.2885, loss: 6.2885, grad_norm: 5.0602 2020-10-24 08:38:26,697 - mmaction - INFO - Epoch [45][1180/1492] lr: 1.000e-03, eta: 1 day, 2:11:11, time: 1.043, data_time: 0.017, memory: 5812, loss_cls: 6.1586, loss: 6.1586, grad_norm: 4.9961 2020-10-24 08:38:48,367 - mmaction - INFO - Epoch [45][1200/1492] lr: 1.000e-03, eta: 1 day, 2:10:47, time: 1.082, data_time: 0.003, memory: 5812, loss_cls: 6.1472, loss: 6.1472, grad_norm: 4.9683 2020-10-24 08:39:09,790 - mmaction - INFO - Epoch [45][1220/1492] lr: 1.000e-03, eta: 1 day, 2:10:22, time: 1.072, data_time: 0.005, memory: 5812, loss_cls: 6.0956, loss: 6.0956, grad_norm: 5.0009 2020-10-24 08:39:30,836 - mmaction - INFO - Epoch [45][1240/1492] lr: 1.000e-03, eta: 1 day, 2:09:57, time: 1.049, data_time: 0.006, memory: 5812, loss_cls: 6.2819, loss: 6.2819, grad_norm: 5.0581 2020-10-24 08:39:52,635 - mmaction - INFO - Epoch [45][1260/1492] lr: 1.000e-03, eta: 1 day, 2:09:33, time: 1.089, data_time: 0.006, memory: 5812, loss_cls: 6.1746, loss: 6.1746, grad_norm: 5.0049 2020-10-24 08:40:13,283 - mmaction - INFO - Epoch [45][1280/1492] lr: 1.000e-03, eta: 1 day, 2:09:07, time: 1.035, data_time: 0.007, memory: 5812, loss_cls: 6.1606, loss: 6.1606, grad_norm: 5.0039 2020-10-24 08:40:34,666 - mmaction - INFO - Epoch [45][1300/1492] lr: 1.000e-03, eta: 1 day, 2:08:42, time: 1.072, data_time: 0.005, memory: 5812, loss_cls: 6.1287, loss: 6.1287, grad_norm: 4.9480 2020-10-24 08:40:55,542 - mmaction - INFO - Epoch [45][1320/1492] lr: 1.000e-03, eta: 1 day, 2:08:17, time: 1.044, data_time: 0.002, memory: 5812, loss_cls: 6.1335, loss: 6.1335, grad_norm: 4.9706 2020-10-24 08:41:16,590 - mmaction - INFO - Epoch [45][1340/1492] lr: 1.000e-03, eta: 1 day, 2:07:52, time: 1.050, data_time: 0.002, memory: 5812, loss_cls: 6.1007, loss: 6.1007, grad_norm: 4.9908 2020-10-24 08:41:37,728 - mmaction - INFO - Epoch [45][1360/1492] lr: 1.000e-03, eta: 1 day, 2:07:27, time: 1.060, data_time: 0.005, memory: 5812, loss_cls: 6.0550, loss: 6.0550, grad_norm: 4.8969 2020-10-24 08:41:58,651 - mmaction - INFO - Epoch [45][1380/1492] lr: 1.000e-03, eta: 1 day, 2:07:01, time: 1.041, data_time: 0.002, memory: 5812, loss_cls: 6.1463, loss: 6.1463, grad_norm: 4.9640 2020-10-24 08:42:20,745 - mmaction - INFO - Epoch [45][1400/1492] lr: 1.000e-03, eta: 1 day, 2:06:38, time: 1.107, data_time: 0.008, memory: 5812, loss_cls: 6.0878, loss: 6.0878, grad_norm: 4.9759 2020-10-24 08:42:42,349 - mmaction - INFO - Epoch [45][1420/1492] lr: 1.000e-03, eta: 1 day, 2:06:13, time: 1.078, data_time: 0.005, memory: 5812, loss_cls: 6.2151, loss: 6.2151, grad_norm: 5.0887 2020-10-24 08:43:04,135 - mmaction - INFO - Epoch [45][1440/1492] lr: 1.000e-03, eta: 1 day, 2:05:49, time: 1.094, data_time: 0.009, memory: 5812, loss_cls: 6.2541, loss: 6.2541, grad_norm: 5.1923 2020-10-24 08:43:25,007 - mmaction - INFO - Epoch [45][1460/1492] lr: 1.000e-03, eta: 1 day, 2:05:24, time: 1.037, data_time: 0.004, memory: 5812, loss_cls: 6.2089, loss: 6.2089, grad_norm: 5.0008 2020-10-24 08:43:46,874 - mmaction - INFO - Epoch [45][1480/1492] lr: 1.000e-03, eta: 1 day, 2:04:59, time: 1.098, data_time: 0.008, memory: 5812, loss_cls: 6.1128, loss: 6.1128, grad_norm: 5.0321 2020-10-24 08:44:01,424 - mmaction - INFO - Saving checkpoint at 45 epochs 2020-10-24 08:46:11,976 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-24 08:46:13,225 - mmaction - INFO - mean_average_precision 0.4758 2020-10-24 08:46:13,243 - mmaction - INFO - Epoch(val) [45][1492] mean_average_precision: 0.4758 2020-10-24 08:46:44,054 - mmaction - INFO - Epoch [46][20/1492] lr: 1.000e-03, eta: 1 day, 2:04:16, time: 1.540, data_time: 1.081, memory: 5812, loss_cls: 6.0712, loss: 6.0712, grad_norm: 4.9966 2020-10-24 08:47:06,930 - mmaction - INFO - Epoch [46][40/1492] lr: 1.000e-03, eta: 1 day, 2:03:53, time: 1.139, data_time: 0.475, memory: 5812, loss_cls: 6.0374, loss: 6.0374, grad_norm: 4.9874 2020-10-24 08:47:29,038 - mmaction - INFO - Epoch [46][60/1492] lr: 1.000e-03, eta: 1 day, 2:03:29, time: 1.110, data_time: 0.099, memory: 5812, loss_cls: 6.0911, loss: 6.0911, grad_norm: 5.0454 2020-10-24 08:47:49,905 - mmaction - INFO - Epoch [46][80/1492] lr: 1.000e-03, eta: 1 day, 2:03:04, time: 1.037, data_time: 0.002, memory: 5812, loss_cls: 6.1846, loss: 6.1846, grad_norm: 5.0270 2020-10-24 08:48:11,503 - mmaction - INFO - Epoch [46][100/1492] lr: 1.000e-03, eta: 1 day, 2:02:39, time: 1.086, data_time: 0.008, memory: 5812, loss_cls: 6.1280, loss: 6.1280, grad_norm: 5.0628 2020-10-24 08:48:32,832 - mmaction - INFO - Epoch [46][120/1492] lr: 1.000e-03, eta: 1 day, 2:02:14, time: 1.063, data_time: 0.002, memory: 5812, loss_cls: 6.1516, loss: 6.1516, grad_norm: 5.0820 2020-10-24 08:48:53,690 - mmaction - INFO - Epoch [46][140/1492] lr: 1.000e-03, eta: 1 day, 2:01:49, time: 1.043, data_time: 0.007, memory: 5812, loss_cls: 6.0651, loss: 6.0651, grad_norm: 4.9911 2020-10-24 08:49:14,772 - mmaction - INFO - Epoch [46][160/1492] lr: 1.000e-03, eta: 1 day, 2:01:24, time: 1.049, data_time: 0.007, memory: 5812, loss_cls: 6.1946, loss: 6.1946, grad_norm: 5.1170 2020-10-24 08:49:36,234 - mmaction - INFO - Epoch [46][180/1492] lr: 1.000e-03, eta: 1 day, 2:01:00, time: 1.081, data_time: 0.011, memory: 5812, loss_cls: 6.2331, loss: 6.2331, grad_norm: 5.0325 2020-10-24 08:49:56,998 - mmaction - INFO - Epoch [46][200/1492] lr: 1.000e-03, eta: 1 day, 2:00:34, time: 1.034, data_time: 0.002, memory: 5812, loss_cls: 6.1035, loss: 6.1035, grad_norm: 4.9650 2020-10-24 08:50:19,359 - mmaction - INFO - Epoch [46][220/1492] lr: 1.000e-03, eta: 1 day, 2:00:10, time: 1.116, data_time: 0.008, memory: 5812, loss_cls: 6.1357, loss: 6.1357, grad_norm: 5.0292 2020-10-24 08:50:41,645 - mmaction - INFO - Epoch [46][240/1492] lr: 1.000e-03, eta: 1 day, 1:59:47, time: 1.119, data_time: 0.009, memory: 5812, loss_cls: 6.1574, loss: 6.1574, grad_norm: 5.0053 2020-10-24 08:51:03,395 - mmaction - INFO - Epoch [46][260/1492] lr: 1.000e-03, eta: 1 day, 1:59:23, time: 1.084, data_time: 0.003, memory: 5812, loss_cls: 6.2094, loss: 6.2094, grad_norm: 5.0307 2020-10-24 08:51:24,604 - mmaction - INFO - Epoch [46][280/1492] lr: 1.000e-03, eta: 1 day, 1:58:58, time: 1.054, data_time: 0.005, memory: 5812, loss_cls: 6.0901, loss: 6.0901, grad_norm: 5.1521 2020-10-24 08:51:46,000 - mmaction - INFO - Epoch [46][300/1492] lr: 1.000e-03, eta: 1 day, 1:58:33, time: 1.076, data_time: 0.012, memory: 5812, loss_cls: 6.1803, loss: 6.1803, grad_norm: 5.0647 2020-10-24 08:52:07,364 - mmaction - INFO - Epoch [46][320/1492] lr: 1.000e-03, eta: 1 day, 1:58:08, time: 1.069, data_time: 0.007, memory: 5812, loss_cls: 6.2936, loss: 6.2936, grad_norm: 5.1399 2020-10-24 08:52:28,851 - mmaction - INFO - Epoch [46][340/1492] lr: 1.000e-03, eta: 1 day, 1:57:44, time: 1.069, data_time: 0.005, memory: 5812, loss_cls: 6.1000, loss: 6.1000, grad_norm: 4.9831 2020-10-24 08:52:50,307 - mmaction - INFO - Epoch [46][360/1492] lr: 1.000e-03, eta: 1 day, 1:57:19, time: 1.076, data_time: 0.010, memory: 5812, loss_cls: 6.0857, loss: 6.0857, grad_norm: 5.0664 2020-10-24 08:53:11,106 - mmaction - INFO - Epoch [46][380/1492] lr: 1.000e-03, eta: 1 day, 1:56:54, time: 1.039, data_time: 0.006, memory: 5812, loss_cls: 5.9984, loss: 5.9984, grad_norm: 5.0425 2020-10-24 08:53:32,450 - mmaction - INFO - Epoch [46][400/1492] lr: 1.000e-03, eta: 1 day, 1:56:29, time: 1.071, data_time: 0.011, memory: 5812, loss_cls: 6.0086, loss: 6.0086, grad_norm: 4.9916 2020-10-24 08:53:54,140 - mmaction - INFO - Epoch [46][420/1492] lr: 1.000e-03, eta: 1 day, 1:56:05, time: 1.081, data_time: 0.003, memory: 5812, loss_cls: 6.1582, loss: 6.1582, grad_norm: 5.1456 2020-10-24 08:54:15,597 - mmaction - INFO - Epoch [46][440/1492] lr: 1.000e-03, eta: 1 day, 1:55:40, time: 1.069, data_time: 0.007, memory: 5812, loss_cls: 6.2321, loss: 6.2321, grad_norm: 5.0342 2020-10-24 08:54:36,868 - mmaction - INFO - Epoch [46][460/1492] lr: 1.000e-03, eta: 1 day, 1:55:15, time: 1.065, data_time: 0.011, memory: 5812, loss_cls: 6.0645, loss: 6.0645, grad_norm: 4.9901 2020-10-24 08:54:58,748 - mmaction - INFO - Epoch [46][480/1492] lr: 1.000e-03, eta: 1 day, 1:54:51, time: 1.092, data_time: 0.010, memory: 5812, loss_cls: 6.1248, loss: 6.1248, grad_norm: 5.0543 2020-10-24 08:55:19,373 - mmaction - INFO - Epoch [46][500/1492] lr: 1.000e-03, eta: 1 day, 1:54:26, time: 1.039, data_time: 0.010, memory: 5812, loss_cls: 6.2021, loss: 6.2021, grad_norm: 4.9777 2020-10-24 08:55:40,670 - mmaction - INFO - Epoch [46][520/1492] lr: 1.000e-03, eta: 1 day, 1:54:01, time: 1.062, data_time: 0.002, memory: 5812, loss_cls: 6.0979, loss: 6.0979, grad_norm: 4.9771 2020-10-24 08:56:01,349 - mmaction - INFO - Epoch [46][540/1492] lr: 1.000e-03, eta: 1 day, 1:53:36, time: 1.038, data_time: 0.006, memory: 5812, loss_cls: 6.2708, loss: 6.2708, grad_norm: 5.0741 2020-10-24 08:56:22,918 - mmaction - INFO - Epoch [46][560/1492] lr: 1.000e-03, eta: 1 day, 1:53:11, time: 1.078, data_time: 0.001, memory: 5812, loss_cls: 6.0544, loss: 6.0544, grad_norm: 4.9900 2020-10-24 08:56:44,064 - mmaction - INFO - Epoch [46][580/1492] lr: 1.000e-03, eta: 1 day, 1:52:46, time: 1.055, data_time: 0.002, memory: 5812, loss_cls: 6.0818, loss: 6.0818, grad_norm: 5.0293 2020-10-24 08:57:05,198 - mmaction - INFO - Epoch [46][600/1492] lr: 1.000e-03, eta: 1 day, 1:52:21, time: 1.059, data_time: 0.003, memory: 5812, loss_cls: 6.0998, loss: 6.0998, grad_norm: 4.9858 2020-10-24 08:57:26,993 - mmaction - INFO - Epoch [46][620/1492] lr: 1.000e-03, eta: 1 day, 1:51:57, time: 1.080, data_time: 0.003, memory: 5812, loss_cls: 6.1831, loss: 6.1831, grad_norm: 5.0844 2020-10-24 08:57:48,020 - mmaction - INFO - Epoch [46][640/1492] lr: 1.000e-03, eta: 1 day, 1:51:32, time: 1.061, data_time: 0.012, memory: 5812, loss_cls: 6.0680, loss: 6.0680, grad_norm: 5.0114 2020-10-24 08:58:08,988 - mmaction - INFO - Epoch [46][660/1492] lr: 1.000e-03, eta: 1 day, 1:51:07, time: 1.039, data_time: 0.002, memory: 5812, loss_cls: 6.1248, loss: 6.1248, grad_norm: 5.0360 2020-10-24 08:58:30,209 - mmaction - INFO - Epoch [46][680/1492] lr: 1.000e-03, eta: 1 day, 1:50:42, time: 1.063, data_time: 0.011, memory: 5812, loss_cls: 6.0455, loss: 6.0455, grad_norm: 5.0658 2020-10-24 08:58:51,080 - mmaction - INFO - Epoch [46][700/1492] lr: 1.000e-03, eta: 1 day, 1:50:17, time: 1.049, data_time: 0.010, memory: 5812, loss_cls: 5.9955, loss: 5.9955, grad_norm: 5.0013 2020-10-24 08:59:12,453 - mmaction - INFO - Epoch [46][720/1492] lr: 1.000e-03, eta: 1 day, 1:49:52, time: 1.066, data_time: 0.005, memory: 5812, loss_cls: 6.1033, loss: 6.1033, grad_norm: 4.9484 2020-10-24 08:59:33,651 - mmaction - INFO - Epoch [46][740/1492] lr: 1.000e-03, eta: 1 day, 1:49:27, time: 1.060, data_time: 0.008, memory: 5812, loss_cls: 6.0790, loss: 6.0790, grad_norm: 5.0581 2020-10-24 08:59:55,170 - mmaction - INFO - Epoch [46][760/1492] lr: 1.000e-03, eta: 1 day, 1:49:03, time: 1.079, data_time: 0.007, memory: 5812, loss_cls: 6.1434, loss: 6.1434, grad_norm: 5.0367 2020-10-24 09:00:16,702 - mmaction - INFO - Epoch [46][780/1492] lr: 1.000e-03, eta: 1 day, 1:48:38, time: 1.075, data_time: 0.003, memory: 5812, loss_cls: 6.0686, loss: 6.0686, grad_norm: 5.0700 2020-10-24 09:00:38,475 - mmaction - INFO - Epoch [46][800/1492] lr: 1.000e-03, eta: 1 day, 1:48:14, time: 1.087, data_time: 0.005, memory: 5812, loss_cls: 6.0221, loss: 6.0221, grad_norm: 4.9622 2020-10-24 09:01:00,281 - mmaction - INFO - Epoch [46][820/1492] lr: 1.000e-03, eta: 1 day, 1:47:50, time: 1.082, data_time: 0.006, memory: 5812, loss_cls: 6.0982, loss: 6.0982, grad_norm: 5.0176 2020-10-24 09:01:21,959 - mmaction - INFO - Epoch [46][840/1492] lr: 1.000e-03, eta: 1 day, 1:47:26, time: 1.094, data_time: 0.014, memory: 5812, loss_cls: 6.2875, loss: 6.2875, grad_norm: 5.1123 2020-10-24 09:01:43,379 - mmaction - INFO - Epoch [46][860/1492] lr: 1.000e-03, eta: 1 day, 1:47:01, time: 1.065, data_time: 0.005, memory: 5812, loss_cls: 6.1685, loss: 6.1685, grad_norm: 5.0485 2020-10-24 09:02:04,553 - mmaction - INFO - Epoch [46][880/1492] lr: 1.000e-03, eta: 1 day, 1:46:36, time: 1.066, data_time: 0.012, memory: 5812, loss_cls: 6.1570, loss: 6.1570, grad_norm: 5.0592 2020-10-24 09:02:25,756 - mmaction - INFO - Epoch [46][900/1492] lr: 1.000e-03, eta: 1 day, 1:46:11, time: 1.057, data_time: 0.003, memory: 5812, loss_cls: 6.0474, loss: 6.0474, grad_norm: 5.0048 2020-10-24 09:02:47,258 - mmaction - INFO - Epoch [46][920/1492] lr: 1.000e-03, eta: 1 day, 1:45:47, time: 1.071, data_time: 0.007, memory: 5812, loss_cls: 6.0334, loss: 6.0334, grad_norm: 4.9210 2020-10-24 09:03:08,916 - mmaction - INFO - Epoch [46][940/1492] lr: 1.000e-03, eta: 1 day, 1:45:22, time: 1.084, data_time: 0.013, memory: 5812, loss_cls: 6.2750, loss: 6.2750, grad_norm: 5.1558 2020-10-24 09:03:29,866 - mmaction - INFO - Epoch [46][960/1492] lr: 1.000e-03, eta: 1 day, 1:44:57, time: 1.049, data_time: 0.010, memory: 5812, loss_cls: 6.2069, loss: 6.2069, grad_norm: 5.0602 2020-10-24 09:03:51,173 - mmaction - INFO - Epoch [46][980/1492] lr: 1.000e-03, eta: 1 day, 1:44:33, time: 1.068, data_time: 0.008, memory: 5812, loss_cls: 6.1442, loss: 6.1442, grad_norm: 5.1358 2020-10-24 09:04:12,461 - mmaction - INFO - Epoch [46][1000/1492] lr: 1.000e-03, eta: 1 day, 1:44:08, time: 1.059, data_time: 0.009, memory: 5812, loss_cls: 6.1612, loss: 6.1612, grad_norm: 5.0165 2020-10-24 09:04:33,328 - mmaction - INFO - Epoch [46][1020/1492] lr: 1.000e-03, eta: 1 day, 1:43:43, time: 1.052, data_time: 0.010, memory: 5812, loss_cls: 6.0576, loss: 6.0576, grad_norm: 5.0222 2020-10-24 09:04:54,820 - mmaction - INFO - Epoch [46][1040/1492] lr: 1.000e-03, eta: 1 day, 1:43:18, time: 1.072, data_time: 0.001, memory: 5812, loss_cls: 6.1639, loss: 6.1639, grad_norm: 5.1013 2020-10-24 09:05:15,947 - mmaction - INFO - Epoch [46][1060/1492] lr: 1.000e-03, eta: 1 day, 1:42:53, time: 1.059, data_time: 0.005, memory: 5812, loss_cls: 6.1231, loss: 6.1231, grad_norm: 5.0135 2020-10-24 09:05:37,482 - mmaction - INFO - Epoch [46][1080/1492] lr: 1.000e-03, eta: 1 day, 1:42:29, time: 1.074, data_time: 0.001, memory: 5812, loss_cls: 6.1514, loss: 6.1514, grad_norm: 5.1398 2020-10-24 09:05:59,164 - mmaction - INFO - Epoch [46][1100/1492] lr: 1.000e-03, eta: 1 day, 1:42:05, time: 1.081, data_time: 0.006, memory: 5812, loss_cls: 6.1017, loss: 6.1017, grad_norm: 4.9703 2020-10-24 09:06:20,314 - mmaction - INFO - Epoch [46][1120/1492] lr: 1.000e-03, eta: 1 day, 1:41:40, time: 1.056, data_time: 0.008, memory: 5812, loss_cls: 6.0969, loss: 6.0969, grad_norm: 5.0772 2020-10-24 09:06:41,140 - mmaction - INFO - Epoch [46][1140/1492] lr: 1.000e-03, eta: 1 day, 1:41:14, time: 1.040, data_time: 0.012, memory: 5812, loss_cls: 6.0769, loss: 6.0769, grad_norm: 4.9848 2020-10-24 09:07:02,686 - mmaction - INFO - Epoch [46][1160/1492] lr: 1.000e-03, eta: 1 day, 1:40:50, time: 1.074, data_time: 0.011, memory: 5812, loss_cls: 6.0642, loss: 6.0642, grad_norm: 5.0435 2020-10-24 09:07:23,665 - mmaction - INFO - Epoch [46][1180/1492] lr: 1.000e-03, eta: 1 day, 1:40:25, time: 1.060, data_time: 0.013, memory: 5812, loss_cls: 6.1414, loss: 6.1414, grad_norm: 5.0968 2020-10-24 09:07:45,697 - mmaction - INFO - Epoch [46][1200/1492] lr: 1.000e-03, eta: 1 day, 1:40:01, time: 1.096, data_time: 0.006, memory: 5812, loss_cls: 6.0436, loss: 6.0436, grad_norm: 5.0301 2020-10-24 09:08:06,092 - mmaction - INFO - Epoch [46][1220/1492] lr: 1.000e-03, eta: 1 day, 1:39:35, time: 1.017, data_time: 0.006, memory: 5812, loss_cls: 6.0596, loss: 6.0596, grad_norm: 5.0343 2020-10-24 09:08:26,761 - mmaction - INFO - Epoch [46][1240/1492] lr: 1.000e-03, eta: 1 day, 1:39:10, time: 1.041, data_time: 0.012, memory: 5812, loss_cls: 6.2360, loss: 6.2360, grad_norm: 5.1246 2020-10-24 09:08:47,323 - mmaction - INFO - Epoch [46][1260/1492] lr: 1.000e-03, eta: 1 day, 1:38:44, time: 1.028, data_time: 0.002, memory: 5812, loss_cls: 6.0100, loss: 6.0100, grad_norm: 4.9975 2020-10-24 09:09:08,561 - mmaction - INFO - Epoch [46][1280/1492] lr: 1.000e-03, eta: 1 day, 1:38:20, time: 1.060, data_time: 0.004, memory: 5812, loss_cls: 6.0527, loss: 6.0527, grad_norm: 5.0730 2020-10-24 09:09:30,250 - mmaction - INFO - Epoch [46][1300/1492] lr: 1.000e-03, eta: 1 day, 1:37:55, time: 1.081, data_time: 0.006, memory: 5812, loss_cls: 6.1272, loss: 6.1272, grad_norm: 5.1239 2020-10-24 09:09:51,225 - mmaction - INFO - Epoch [46][1320/1492] lr: 1.000e-03, eta: 1 day, 1:37:30, time: 1.055, data_time: 0.011, memory: 5812, loss_cls: 6.0846, loss: 6.0846, grad_norm: 5.0314 2020-10-24 09:10:12,769 - mmaction - INFO - Epoch [46][1340/1492] lr: 1.000e-03, eta: 1 day, 1:37:06, time: 1.077, data_time: 0.002, memory: 5812, loss_cls: 6.0343, loss: 6.0343, grad_norm: 5.0013 2020-10-24 09:10:34,896 - mmaction - INFO - Epoch [46][1360/1492] lr: 1.000e-03, eta: 1 day, 1:36:42, time: 1.104, data_time: 0.001, memory: 5812, loss_cls: 6.1099, loss: 6.1099, grad_norm: 5.0711 2020-10-24 09:10:57,173 - mmaction - INFO - Epoch [46][1380/1492] lr: 1.000e-03, eta: 1 day, 1:36:19, time: 1.106, data_time: 0.005, memory: 5812, loss_cls: 6.1069, loss: 6.1069, grad_norm: 5.0956 2020-10-24 09:11:18,378 - mmaction - INFO - Epoch [46][1400/1492] lr: 1.000e-03, eta: 1 day, 1:35:54, time: 1.067, data_time: 0.012, memory: 5812, loss_cls: 6.1650, loss: 6.1650, grad_norm: 5.0404 2020-10-24 09:11:39,722 - mmaction - INFO - Epoch [46][1420/1492] lr: 1.000e-03, eta: 1 day, 1:35:29, time: 1.061, data_time: 0.006, memory: 5812, loss_cls: 6.0777, loss: 6.0777, grad_norm: 5.0840 2020-10-24 09:12:01,654 - mmaction - INFO - Epoch [46][1440/1492] lr: 1.000e-03, eta: 1 day, 1:35:05, time: 1.100, data_time: 0.013, memory: 5812, loss_cls: 6.1162, loss: 6.1162, grad_norm: 5.1122 2020-10-24 09:12:22,920 - mmaction - INFO - Epoch [46][1460/1492] lr: 1.000e-03, eta: 1 day, 1:34:41, time: 1.066, data_time: 0.009, memory: 5812, loss_cls: 6.1332, loss: 6.1332, grad_norm: 5.0808 2020-10-24 09:12:44,004 - mmaction - INFO - Epoch [46][1480/1492] lr: 1.000e-03, eta: 1 day, 1:34:16, time: 1.047, data_time: 0.008, memory: 5812, loss_cls: 6.1048, loss: 6.1048, grad_norm: 5.0498 2020-10-24 09:14:09,425 - mmaction - INFO - Epoch [47][20/1492] lr: 1.000e-03, eta: 1 day, 1:34:06, time: 2.993, data_time: 2.503, memory: 5812, loss_cls: 6.1249, loss: 6.1249, grad_norm: 5.0382 2020-10-24 09:14:32,049 - mmaction - INFO - Epoch [47][40/1492] lr: 1.000e-03, eta: 1 day, 1:33:43, time: 1.132, data_time: 0.474, memory: 5812, loss_cls: 6.0828, loss: 6.0828, grad_norm: 5.0487 2020-10-24 09:14:53,462 - mmaction - INFO - Epoch [47][60/1492] lr: 1.000e-03, eta: 1 day, 1:33:19, time: 1.071, data_time: 0.469, memory: 5812, loss_cls: 6.1001, loss: 6.1001, grad_norm: 5.0583 2020-10-24 09:15:16,302 - mmaction - INFO - Epoch [47][80/1492] lr: 1.000e-03, eta: 1 day, 1:32:56, time: 1.140, data_time: 0.560, memory: 5812, loss_cls: 6.0004, loss: 6.0004, grad_norm: 4.9784 2020-10-24 09:15:38,113 - mmaction - INFO - Epoch [47][100/1492] lr: 1.000e-03, eta: 1 day, 1:32:32, time: 1.093, data_time: 0.476, memory: 5812, loss_cls: 6.0831, loss: 6.0831, grad_norm: 5.0997 2020-10-24 09:15:59,398 - mmaction - INFO - Epoch [47][120/1492] lr: 1.000e-03, eta: 1 day, 1:32:07, time: 1.055, data_time: 0.420, memory: 5812, loss_cls: 6.0878, loss: 6.0878, grad_norm: 5.0165 2020-10-24 09:16:20,651 - mmaction - INFO - Epoch [47][140/1492] lr: 1.000e-03, eta: 1 day, 1:31:42, time: 1.071, data_time: 0.455, memory: 5812, loss_cls: 6.1609, loss: 6.1609, grad_norm: 5.0674 2020-10-24 09:16:42,084 - mmaction - INFO - Epoch [47][160/1492] lr: 1.000e-03, eta: 1 day, 1:31:18, time: 1.073, data_time: 0.450, memory: 5812, loss_cls: 6.1263, loss: 6.1263, grad_norm: 5.0830 2020-10-24 09:17:02,704 - mmaction - INFO - Epoch [47][180/1492] lr: 1.000e-03, eta: 1 day, 1:30:52, time: 1.029, data_time: 0.434, memory: 5812, loss_cls: 6.1128, loss: 6.1128, grad_norm: 5.0477 2020-10-24 09:17:23,663 - mmaction - INFO - Epoch [47][200/1492] lr: 1.000e-03, eta: 1 day, 1:30:27, time: 1.049, data_time: 0.453, memory: 5812, loss_cls: 6.1741, loss: 6.1741, grad_norm: 5.0055 2020-10-24 09:17:44,663 - mmaction - INFO - Epoch [47][220/1492] lr: 1.000e-03, eta: 1 day, 1:30:02, time: 1.042, data_time: 0.454, memory: 5812, loss_cls: 6.0862, loss: 6.0862, grad_norm: 5.1046 2020-10-24 09:18:05,990 - mmaction - INFO - Epoch [47][240/1492] lr: 1.000e-03, eta: 1 day, 1:29:38, time: 1.075, data_time: 0.471, memory: 5812, loss_cls: 6.1986, loss: 6.1986, grad_norm: 5.1404 2020-10-24 09:18:26,894 - mmaction - INFO - Epoch [47][260/1492] lr: 1.000e-03, eta: 1 day, 1:29:12, time: 1.042, data_time: 0.435, memory: 5812, loss_cls: 6.1415, loss: 6.1415, grad_norm: 5.0976 2020-10-24 09:18:48,186 - mmaction - INFO - Epoch [47][280/1492] lr: 1.000e-03, eta: 1 day, 1:28:48, time: 1.064, data_time: 0.443, memory: 5812, loss_cls: 5.9776, loss: 5.9776, grad_norm: 4.9377 2020-10-24 09:19:09,488 - mmaction - INFO - Epoch [47][300/1492] lr: 1.000e-03, eta: 1 day, 1:28:23, time: 1.065, data_time: 0.464, memory: 5812, loss_cls: 6.0928, loss: 6.0928, grad_norm: 5.1118 2020-10-24 09:19:30,610 - mmaction - INFO - Epoch [47][320/1492] lr: 1.000e-03, eta: 1 day, 1:27:58, time: 1.057, data_time: 0.450, memory: 5812, loss_cls: 6.1421, loss: 6.1421, grad_norm: 5.1745 2020-10-24 09:19:52,322 - mmaction - INFO - Epoch [47][340/1492] lr: 1.000e-03, eta: 1 day, 1:27:34, time: 1.087, data_time: 0.469, memory: 5812, loss_cls: 6.1912, loss: 6.1912, grad_norm: 5.0034 2020-10-24 09:20:13,222 - mmaction - INFO - Epoch [47][360/1492] lr: 1.000e-03, eta: 1 day, 1:27:09, time: 1.041, data_time: 0.431, memory: 5812, loss_cls: 6.0816, loss: 6.0816, grad_norm: 5.1929 2020-10-24 09:20:34,755 - mmaction - INFO - Epoch [47][380/1492] lr: 1.000e-03, eta: 1 day, 1:26:45, time: 1.079, data_time: 0.466, memory: 5812, loss_cls: 6.1752, loss: 6.1752, grad_norm: 5.0879 2020-10-24 09:20:55,945 - mmaction - INFO - Epoch [47][400/1492] lr: 1.000e-03, eta: 1 day, 1:26:20, time: 1.060, data_time: 0.493, memory: 5812, loss_cls: 6.1409, loss: 6.1409, grad_norm: 5.1522 2020-10-24 09:21:17,147 - mmaction - INFO - Epoch [47][420/1492] lr: 1.000e-03, eta: 1 day, 1:25:55, time: 1.062, data_time: 0.450, memory: 5812, loss_cls: 6.1514, loss: 6.1514, grad_norm: 5.1095 2020-10-24 09:21:37,994 - mmaction - INFO - Epoch [47][440/1492] lr: 1.000e-03, eta: 1 day, 1:25:30, time: 1.042, data_time: 0.450, memory: 5812, loss_cls: 6.0984, loss: 6.0984, grad_norm: 5.1479 2020-10-24 09:21:58,952 - mmaction - INFO - Epoch [47][460/1492] lr: 1.000e-03, eta: 1 day, 1:25:05, time: 1.043, data_time: 0.448, memory: 5812, loss_cls: 6.1179, loss: 6.1179, grad_norm: 5.1241 2020-10-24 09:22:20,208 - mmaction - INFO - Epoch [47][480/1492] lr: 1.000e-03, eta: 1 day, 1:24:40, time: 1.059, data_time: 0.491, memory: 5812, loss_cls: 6.0083, loss: 6.0083, grad_norm: 5.0008 2020-10-24 09:22:41,076 - mmaction - INFO - Epoch [47][500/1492] lr: 1.000e-03, eta: 1 day, 1:24:15, time: 1.049, data_time: 0.449, memory: 5812, loss_cls: 6.1472, loss: 6.1472, grad_norm: 5.1055 2020-10-24 09:23:02,510 - mmaction - INFO - Epoch [47][520/1492] lr: 1.000e-03, eta: 1 day, 1:23:51, time: 1.075, data_time: 0.468, memory: 5812, loss_cls: 6.2001, loss: 6.2001, grad_norm: 5.0537 2020-10-24 09:23:23,463 - mmaction - INFO - Epoch [47][540/1492] lr: 1.000e-03, eta: 1 day, 1:23:26, time: 1.047, data_time: 0.442, memory: 5812, loss_cls: 6.1944, loss: 6.1944, grad_norm: 5.0825 2020-10-24 09:23:45,215 - mmaction - INFO - Epoch [47][560/1492] lr: 1.000e-03, eta: 1 day, 1:23:01, time: 1.082, data_time: 0.467, memory: 5812, loss_cls: 6.1103, loss: 6.1103, grad_norm: 5.0265 2020-10-24 09:24:06,437 - mmaction - INFO - Epoch [47][580/1492] lr: 1.000e-03, eta: 1 day, 1:22:37, time: 1.063, data_time: 0.446, memory: 5812, loss_cls: 6.1409, loss: 6.1409, grad_norm: 5.0429 2020-10-24 09:24:28,265 - mmaction - INFO - Epoch [47][600/1492] lr: 1.000e-03, eta: 1 day, 1:22:13, time: 1.097, data_time: 0.498, memory: 5812, loss_cls: 6.1706, loss: 6.1706, grad_norm: 4.9869 2020-10-24 09:24:49,264 - mmaction - INFO - Epoch [47][620/1492] lr: 1.000e-03, eta: 1 day, 1:21:48, time: 1.045, data_time: 0.453, memory: 5812, loss_cls: 6.0276, loss: 6.0276, grad_norm: 5.0014 2020-10-24 09:25:10,620 - mmaction - INFO - Epoch [47][640/1492] lr: 1.000e-03, eta: 1 day, 1:21:23, time: 1.072, data_time: 0.458, memory: 5812, loss_cls: 6.0750, loss: 6.0750, grad_norm: 5.1220 2020-10-24 09:25:31,666 - mmaction - INFO - Epoch [47][660/1492] lr: 1.000e-03, eta: 1 day, 1:20:58, time: 1.050, data_time: 0.461, memory: 5812, loss_cls: 6.1256, loss: 6.1256, grad_norm: 5.0496 2020-10-24 09:25:53,430 - mmaction - INFO - Epoch [47][680/1492] lr: 1.000e-03, eta: 1 day, 1:20:34, time: 1.088, data_time: 0.475, memory: 5812, loss_cls: 6.1184, loss: 6.1184, grad_norm: 5.1243 2020-10-24 09:26:14,445 - mmaction - INFO - Epoch [47][700/1492] lr: 1.000e-03, eta: 1 day, 1:20:09, time: 1.055, data_time: 0.455, memory: 5812, loss_cls: 6.2086, loss: 6.2086, grad_norm: 5.1214 2020-10-24 09:26:36,731 - mmaction - INFO - Epoch [47][720/1492] lr: 1.000e-03, eta: 1 day, 1:19:46, time: 1.112, data_time: 0.470, memory: 5812, loss_cls: 6.1702, loss: 6.1702, grad_norm: 5.1066 2020-10-24 09:26:57,223 - mmaction - INFO - Epoch [47][740/1492] lr: 1.000e-03, eta: 1 day, 1:19:20, time: 1.026, data_time: 0.442, memory: 5812, loss_cls: 6.0859, loss: 6.0859, grad_norm: 5.1235 2020-10-24 09:27:18,011 - mmaction - INFO - Epoch [47][760/1492] lr: 1.000e-03, eta: 1 day, 1:18:55, time: 1.037, data_time: 0.449, memory: 5812, loss_cls: 6.1615, loss: 6.1615, grad_norm: 5.1778 2020-10-24 09:27:38,981 - mmaction - INFO - Epoch [47][780/1492] lr: 1.000e-03, eta: 1 day, 1:18:30, time: 1.047, data_time: 0.457, memory: 5812, loss_cls: 6.0675, loss: 6.0675, grad_norm: 5.1155 2020-10-24 09:28:00,559 - mmaction - INFO - Epoch [47][800/1492] lr: 1.000e-03, eta: 1 day, 1:18:06, time: 1.081, data_time: 0.485, memory: 5812, loss_cls: 6.1311, loss: 6.1311, grad_norm: 5.1003 2020-10-24 09:28:21,467 - mmaction - INFO - Epoch [47][820/1492] lr: 1.000e-03, eta: 1 day, 1:17:41, time: 1.048, data_time: 0.445, memory: 5812, loss_cls: 6.0934, loss: 6.0934, grad_norm: 5.1325 2020-10-24 09:28:43,142 - mmaction - INFO - Epoch [47][840/1492] lr: 1.000e-03, eta: 1 day, 1:17:17, time: 1.084, data_time: 0.468, memory: 5812, loss_cls: 6.1355, loss: 6.1355, grad_norm: 5.0392 2020-10-24 09:29:03,941 - mmaction - INFO - Epoch [47][860/1492] lr: 1.000e-03, eta: 1 day, 1:16:51, time: 1.031, data_time: 0.440, memory: 5812, loss_cls: 6.2451, loss: 6.2451, grad_norm: 5.2237 2020-10-24 09:29:25,504 - mmaction - INFO - Epoch [47][880/1492] lr: 1.000e-03, eta: 1 day, 1:16:27, time: 1.081, data_time: 0.459, memory: 5812, loss_cls: 6.0812, loss: 6.0812, grad_norm: 5.1164 2020-10-24 09:29:46,687 - mmaction - INFO - Epoch [47][900/1492] lr: 1.000e-03, eta: 1 day, 1:16:02, time: 1.066, data_time: 0.463, memory: 5812, loss_cls: 6.2104, loss: 6.2104, grad_norm: 5.1275 2020-10-24 09:30:07,955 - mmaction - INFO - Epoch [47][920/1492] lr: 1.000e-03, eta: 1 day, 1:15:38, time: 1.056, data_time: 0.454, memory: 5812, loss_cls: 6.0861, loss: 6.0861, grad_norm: 5.0806 2020-10-24 09:30:28,912 - mmaction - INFO - Epoch [47][940/1492] lr: 1.000e-03, eta: 1 day, 1:15:13, time: 1.044, data_time: 0.458, memory: 5812, loss_cls: 6.0736, loss: 6.0736, grad_norm: 5.0738 2020-10-24 09:30:50,151 - mmaction - INFO - Epoch [47][960/1492] lr: 1.000e-03, eta: 1 day, 1:14:48, time: 1.070, data_time: 0.486, memory: 5812, loss_cls: 6.1047, loss: 6.1047, grad_norm: 5.1247 2020-10-24 09:31:11,249 - mmaction - INFO - Epoch [47][980/1492] lr: 1.000e-03, eta: 1 day, 1:14:23, time: 1.054, data_time: 0.443, memory: 5812, loss_cls: 6.1178, loss: 6.1178, grad_norm: 5.0566 2020-10-24 09:31:33,083 - mmaction - INFO - Epoch [47][1000/1492] lr: 1.000e-03, eta: 1 day, 1:13:59, time: 1.086, data_time: 0.480, memory: 5812, loss_cls: 6.1127, loss: 6.1127, grad_norm: 5.1521 2020-10-24 09:31:53,424 - mmaction - INFO - Epoch [47][1020/1492] lr: 1.000e-03, eta: 1 day, 1:13:34, time: 1.026, data_time: 0.429, memory: 5812, loss_cls: 6.1191, loss: 6.1191, grad_norm: 5.1858 2020-10-24 09:32:15,052 - mmaction - INFO - Epoch [47][1040/1492] lr: 1.000e-03, eta: 1 day, 1:13:09, time: 1.077, data_time: 0.466, memory: 5812, loss_cls: 6.0571, loss: 6.0571, grad_norm: 5.0768 2020-10-24 09:32:36,343 - mmaction - INFO - Epoch [47][1060/1492] lr: 1.000e-03, eta: 1 day, 1:12:45, time: 1.063, data_time: 0.482, memory: 5812, loss_cls: 6.1020, loss: 6.1020, grad_norm: 5.1383 2020-10-24 09:32:57,108 - mmaction - INFO - Epoch [47][1080/1492] lr: 1.000e-03, eta: 1 day, 1:12:20, time: 1.041, data_time: 0.436, memory: 5812, loss_cls: 6.1392, loss: 6.1392, grad_norm: 5.0966 2020-10-24 09:33:18,199 - mmaction - INFO - Epoch [47][1100/1492] lr: 1.000e-03, eta: 1 day, 1:11:55, time: 1.055, data_time: 0.459, memory: 5812, loss_cls: 6.1552, loss: 6.1552, grad_norm: 5.1549 2020-10-24 09:33:39,627 - mmaction - INFO - Epoch [47][1120/1492] lr: 1.000e-03, eta: 1 day, 1:11:30, time: 1.065, data_time: 0.480, memory: 5812, loss_cls: 6.0418, loss: 6.0418, grad_norm: 5.0626 2020-10-24 09:34:00,614 - mmaction - INFO - Epoch [47][1140/1492] lr: 1.000e-03, eta: 1 day, 1:11:05, time: 1.049, data_time: 0.460, memory: 5812, loss_cls: 6.1169, loss: 6.1169, grad_norm: 5.1170 2020-10-24 09:34:21,707 - mmaction - INFO - Epoch [47][1160/1492] lr: 1.000e-03, eta: 1 day, 1:10:41, time: 1.062, data_time: 0.446, memory: 5812, loss_cls: 6.1457, loss: 6.1457, grad_norm: 5.0787 2020-10-24 09:34:42,598 - mmaction - INFO - Epoch [47][1180/1492] lr: 1.000e-03, eta: 1 day, 1:10:16, time: 1.045, data_time: 0.452, memory: 5812, loss_cls: 6.2524, loss: 6.2524, grad_norm: 5.2749 2020-10-24 09:35:04,247 - mmaction - INFO - Epoch [47][1200/1492] lr: 1.000e-03, eta: 1 day, 1:09:51, time: 1.078, data_time: 0.473, memory: 5812, loss_cls: 6.1324, loss: 6.1324, grad_norm: 5.1445 2020-10-24 09:35:25,340 - mmaction - INFO - Epoch [47][1220/1492] lr: 1.000e-03, eta: 1 day, 1:09:27, time: 1.055, data_time: 0.446, memory: 5812, loss_cls: 6.1092, loss: 6.1092, grad_norm: 5.1553 2020-10-24 09:35:46,769 - mmaction - INFO - Epoch [47][1240/1492] lr: 1.000e-03, eta: 1 day, 1:09:02, time: 1.074, data_time: 0.447, memory: 5812, loss_cls: 6.0629, loss: 6.0629, grad_norm: 5.1165 2020-10-24 09:36:07,898 - mmaction - INFO - Epoch [47][1260/1492] lr: 1.000e-03, eta: 1 day, 1:08:37, time: 1.058, data_time: 0.454, memory: 5812, loss_cls: 6.0473, loss: 6.0473, grad_norm: 5.0932 2020-10-24 09:36:28,999 - mmaction - INFO - Epoch [47][1280/1492] lr: 1.000e-03, eta: 1 day, 1:08:13, time: 1.050, data_time: 0.450, memory: 5812, loss_cls: 6.1393, loss: 6.1393, grad_norm: 5.1172 2020-10-24 09:36:50,321 - mmaction - INFO - Epoch [47][1300/1492] lr: 1.000e-03, eta: 1 day, 1:07:48, time: 1.068, data_time: 0.465, memory: 5812, loss_cls: 6.1051, loss: 6.1051, grad_norm: 5.1270 2020-10-24 09:37:11,344 - mmaction - INFO - Epoch [47][1320/1492] lr: 1.000e-03, eta: 1 day, 1:07:23, time: 1.053, data_time: 0.474, memory: 5812, loss_cls: 6.2005, loss: 6.2005, grad_norm: 5.2406 2020-10-24 09:37:32,370 - mmaction - INFO - Epoch [47][1340/1492] lr: 1.000e-03, eta: 1 day, 1:06:58, time: 1.055, data_time: 0.445, memory: 5812, loss_cls: 6.0560, loss: 6.0560, grad_norm: 5.0373 2020-10-24 09:37:53,356 - mmaction - INFO - Epoch [47][1360/1492] lr: 1.000e-03, eta: 1 day, 1:06:33, time: 1.044, data_time: 0.445, memory: 5812, loss_cls: 6.0202, loss: 6.0202, grad_norm: 5.1382 2020-10-24 09:38:14,336 - mmaction - INFO - Epoch [47][1380/1492] lr: 1.000e-03, eta: 1 day, 1:06:09, time: 1.050, data_time: 0.449, memory: 5812, loss_cls: 6.0907, loss: 6.0907, grad_norm: 5.1186 2020-10-24 09:38:35,327 - mmaction - INFO - Epoch [47][1400/1492] lr: 1.000e-03, eta: 1 day, 1:05:44, time: 1.051, data_time: 0.460, memory: 5812, loss_cls: 6.1099, loss: 6.1099, grad_norm: 5.1467 2020-10-24 09:38:56,613 - mmaction - INFO - Epoch [47][1420/1492] lr: 1.000e-03, eta: 1 day, 1:05:19, time: 1.066, data_time: 0.444, memory: 5812, loss_cls: 6.0585, loss: 6.0585, grad_norm: 5.0547 2020-10-24 09:39:18,018 - mmaction - INFO - Epoch [47][1440/1492] lr: 1.000e-03, eta: 1 day, 1:04:55, time: 1.067, data_time: 0.458, memory: 5812, loss_cls: 5.9662, loss: 5.9662, grad_norm: 5.1006 2020-10-24 09:39:39,355 - mmaction - INFO - Epoch [47][1460/1492] lr: 1.000e-03, eta: 1 day, 1:04:30, time: 1.069, data_time: 0.484, memory: 5812, loss_cls: 6.1210, loss: 6.1210, grad_norm: 5.1628 2020-10-24 09:40:00,888 - mmaction - INFO - Epoch [47][1480/1492] lr: 1.000e-03, eta: 1 day, 1:04:06, time: 1.077, data_time: 0.461, memory: 5812, loss_cls: 6.0005, loss: 6.0005, grad_norm: 5.0548 2020-10-24 09:40:52,324 - mmaction - INFO - Epoch [48][20/1492] lr: 1.000e-03, eta: 1 day, 1:03:31, time: 1.908, data_time: 1.328, memory: 5812, loss_cls: 6.0111, loss: 6.0111, grad_norm: 5.0555 2020-10-24 09:41:15,497 - mmaction - INFO - Epoch [48][40/1492] lr: 1.000e-03, eta: 1 day, 1:03:09, time: 1.155, data_time: 0.018, memory: 5812, loss_cls: 6.0316, loss: 6.0316, grad_norm: 5.0496 2020-10-24 09:41:36,982 - mmaction - INFO - Epoch [48][60/1492] lr: 1.000e-03, eta: 1 day, 1:02:45, time: 1.076, data_time: 0.011, memory: 5812, loss_cls: 6.0132, loss: 6.0132, grad_norm: 5.1158 2020-10-24 09:41:58,109 - mmaction - INFO - Epoch [48][80/1492] lr: 1.000e-03, eta: 1 day, 1:02:20, time: 1.052, data_time: 0.006, memory: 5812, loss_cls: 5.9724, loss: 5.9724, grad_norm: 5.0646 2020-10-24 09:42:20,003 - mmaction - INFO - Epoch [48][100/1492] lr: 1.000e-03, eta: 1 day, 1:01:56, time: 1.099, data_time: 0.009, memory: 5812, loss_cls: 6.0430, loss: 6.0430, grad_norm: 5.1027 2020-10-24 09:42:40,867 - mmaction - INFO - Epoch [48][120/1492] lr: 1.000e-03, eta: 1 day, 1:01:31, time: 1.042, data_time: 0.006, memory: 5812, loss_cls: 6.1250, loss: 6.1250, grad_norm: 5.0654 2020-10-24 09:43:01,606 - mmaction - INFO - Epoch [48][140/1492] lr: 1.000e-03, eta: 1 day, 1:01:06, time: 1.037, data_time: 0.007, memory: 5812, loss_cls: 6.0991, loss: 6.0991, grad_norm: 5.1166 2020-10-24 09:43:23,096 - mmaction - INFO - Epoch [48][160/1492] lr: 1.000e-03, eta: 1 day, 1:00:41, time: 1.072, data_time: 0.007, memory: 5812, loss_cls: 6.0916, loss: 6.0916, grad_norm: 5.1081 2020-10-24 09:43:43,387 - mmaction - INFO - Epoch [48][180/1492] lr: 1.000e-03, eta: 1 day, 1:00:16, time: 1.017, data_time: 0.010, memory: 5812, loss_cls: 6.1011, loss: 6.1011, grad_norm: 5.0648 2020-10-24 09:44:03,883 - mmaction - INFO - Epoch [48][200/1492] lr: 1.000e-03, eta: 1 day, 0:59:50, time: 1.026, data_time: 0.007, memory: 5812, loss_cls: 6.1475, loss: 6.1475, grad_norm: 5.1375 2020-10-24 09:44:25,664 - mmaction - INFO - Epoch [48][220/1492] lr: 1.000e-03, eta: 1 day, 0:59:26, time: 1.087, data_time: 0.073, memory: 5812, loss_cls: 6.0227, loss: 6.0227, grad_norm: 5.0495 2020-10-24 09:44:47,010 - mmaction - INFO - Epoch [48][240/1492] lr: 1.000e-03, eta: 1 day, 0:59:02, time: 1.063, data_time: 0.121, memory: 5812, loss_cls: 6.1146, loss: 6.1146, grad_norm: 5.1315 2020-10-24 09:45:08,380 - mmaction - INFO - Epoch [48][260/1492] lr: 1.000e-03, eta: 1 day, 0:58:37, time: 1.076, data_time: 0.134, memory: 5812, loss_cls: 6.1344, loss: 6.1344, grad_norm: 5.2475 2020-10-24 09:45:29,955 - mmaction - INFO - Epoch [48][280/1492] lr: 1.000e-03, eta: 1 day, 0:58:13, time: 1.071, data_time: 0.106, memory: 5812, loss_cls: 6.0437, loss: 6.0437, grad_norm: 5.0608 2020-10-24 09:45:51,202 - mmaction - INFO - Epoch [48][300/1492] lr: 1.000e-03, eta: 1 day, 0:57:49, time: 1.071, data_time: 0.279, memory: 5812, loss_cls: 6.0716, loss: 6.0716, grad_norm: 5.0929 2020-10-24 09:46:13,721 - mmaction - INFO - Epoch [48][320/1492] lr: 1.000e-03, eta: 1 day, 0:57:26, time: 1.124, data_time: 0.507, memory: 5812, loss_cls: 6.1915, loss: 6.1915, grad_norm: 5.1263 2020-10-24 09:46:35,587 - mmaction - INFO - Epoch [48][340/1492] lr: 1.000e-03, eta: 1 day, 0:57:02, time: 1.094, data_time: 0.518, memory: 5812, loss_cls: 6.1335, loss: 6.1335, grad_norm: 5.2014 2020-10-24 09:46:57,241 - mmaction - INFO - Epoch [48][360/1492] lr: 1.000e-03, eta: 1 day, 0:56:38, time: 1.085, data_time: 0.523, memory: 5812, loss_cls: 6.1339, loss: 6.1339, grad_norm: 5.2178 2020-10-24 09:47:18,551 - mmaction - INFO - Epoch [48][380/1492] lr: 1.000e-03, eta: 1 day, 0:56:13, time: 1.063, data_time: 0.446, memory: 5812, loss_cls: 6.1959, loss: 6.1959, grad_norm: 5.0897 2020-10-24 09:47:39,835 - mmaction - INFO - Epoch [48][400/1492] lr: 1.000e-03, eta: 1 day, 0:55:49, time: 1.067, data_time: 0.468, memory: 5812, loss_cls: 5.9902, loss: 5.9902, grad_norm: 5.0995 2020-10-24 09:48:01,685 - mmaction - INFO - Epoch [48][420/1492] lr: 1.000e-03, eta: 1 day, 0:55:25, time: 1.091, data_time: 0.517, memory: 5812, loss_cls: 6.1030, loss: 6.1030, grad_norm: 5.1238 2020-10-24 09:48:24,047 - mmaction - INFO - Epoch [48][440/1492] lr: 1.000e-03, eta: 1 day, 0:55:01, time: 1.119, data_time: 0.398, memory: 5812, loss_cls: 6.1976, loss: 6.1976, grad_norm: 5.2252 2020-10-24 09:48:45,415 - mmaction - INFO - Epoch [48][460/1492] lr: 1.000e-03, eta: 1 day, 0:54:37, time: 1.067, data_time: 0.052, memory: 5812, loss_cls: 6.0943, loss: 6.0943, grad_norm: 5.1353 2020-10-24 09:49:06,613 - mmaction - INFO - Epoch [48][480/1492] lr: 1.000e-03, eta: 1 day, 0:54:12, time: 1.048, data_time: 0.004, memory: 5812, loss_cls: 6.1022, loss: 6.1022, grad_norm: 5.1044 2020-10-24 09:49:27,935 - mmaction - INFO - Epoch [48][500/1492] lr: 1.000e-03, eta: 1 day, 0:53:48, time: 1.070, data_time: 0.016, memory: 5812, loss_cls: 6.0966, loss: 6.0966, grad_norm: 5.1783 2020-10-24 09:49:48,995 - mmaction - INFO - Epoch [48][520/1492] lr: 1.000e-03, eta: 1 day, 0:53:23, time: 1.063, data_time: 0.011, memory: 5812, loss_cls: 6.1358, loss: 6.1358, grad_norm: 5.1335 2020-10-24 09:50:10,982 - mmaction - INFO - Epoch [48][540/1492] lr: 1.000e-03, eta: 1 day, 0:52:59, time: 1.088, data_time: 0.003, memory: 5812, loss_cls: 6.0690, loss: 6.0690, grad_norm: 5.2116 2020-10-24 09:50:32,187 - mmaction - INFO - Epoch [48][560/1492] lr: 1.000e-03, eta: 1 day, 0:52:35, time: 1.071, data_time: 0.012, memory: 5812, loss_cls: 6.0940, loss: 6.0940, grad_norm: 5.1318 2020-10-24 09:50:53,051 - mmaction - INFO - Epoch [48][580/1492] lr: 1.000e-03, eta: 1 day, 0:52:10, time: 1.037, data_time: 0.001, memory: 5812, loss_cls: 6.1261, loss: 6.1261, grad_norm: 5.1958 2020-10-24 09:51:13,840 - mmaction - INFO - Epoch [48][600/1492] lr: 1.000e-03, eta: 1 day, 0:51:45, time: 1.038, data_time: 0.019, memory: 5812, loss_cls: 6.0625, loss: 6.0625, grad_norm: 5.0831 2020-10-24 09:51:34,296 - mmaction - INFO - Epoch [48][620/1492] lr: 1.000e-03, eta: 1 day, 0:51:19, time: 1.031, data_time: 0.010, memory: 5812, loss_cls: 6.0131, loss: 6.0131, grad_norm: 5.0952 2020-10-24 09:51:55,603 - mmaction - INFO - Epoch [48][640/1492] lr: 1.000e-03, eta: 1 day, 0:50:55, time: 1.065, data_time: 0.002, memory: 5812, loss_cls: 6.0024, loss: 6.0024, grad_norm: 5.1165 2020-10-24 09:52:16,010 - mmaction - INFO - Epoch [48][660/1492] lr: 1.000e-03, eta: 1 day, 0:50:29, time: 1.018, data_time: 0.003, memory: 5812, loss_cls: 6.1445, loss: 6.1445, grad_norm: 5.1705 2020-10-24 09:52:37,229 - mmaction - INFO - Epoch [48][680/1492] lr: 1.000e-03, eta: 1 day, 0:50:05, time: 1.059, data_time: 0.008, memory: 5812, loss_cls: 6.0725, loss: 6.0725, grad_norm: 5.1118 2020-10-24 09:52:57,956 - mmaction - INFO - Epoch [48][700/1492] lr: 1.000e-03, eta: 1 day, 0:49:40, time: 1.040, data_time: 0.007, memory: 5812, loss_cls: 5.9937, loss: 5.9937, grad_norm: 5.0143 2020-10-24 09:53:20,085 - mmaction - INFO - Epoch [48][720/1492] lr: 1.000e-03, eta: 1 day, 0:49:16, time: 1.105, data_time: 0.005, memory: 5812, loss_cls: 6.2057, loss: 6.2057, grad_norm: 5.2257 2020-10-24 09:53:41,341 - mmaction - INFO - Epoch [48][740/1492] lr: 1.000e-03, eta: 1 day, 0:48:51, time: 1.055, data_time: 0.005, memory: 5812, loss_cls: 6.0438, loss: 6.0438, grad_norm: 5.1228 2020-10-24 09:54:02,420 - mmaction - INFO - Epoch [48][760/1492] lr: 1.000e-03, eta: 1 day, 0:48:27, time: 1.053, data_time: 0.014, memory: 5812, loss_cls: 6.2092, loss: 6.2092, grad_norm: 5.1814 2020-10-24 09:54:23,486 - mmaction - INFO - Epoch [48][780/1492] lr: 1.000e-03, eta: 1 day, 0:48:02, time: 1.057, data_time: 0.014, memory: 5812, loss_cls: 6.0926, loss: 6.0926, grad_norm: 5.1648 2020-10-24 09:54:44,109 - mmaction - INFO - Epoch [48][800/1492] lr: 1.000e-03, eta: 1 day, 0:47:37, time: 1.024, data_time: 0.010, memory: 5812, loss_cls: 6.0930, loss: 6.0930, grad_norm: 5.0995 2020-10-24 09:55:04,415 - mmaction - INFO - Epoch [48][820/1492] lr: 1.000e-03, eta: 1 day, 0:47:11, time: 1.025, data_time: 0.015, memory: 5812, loss_cls: 6.1649, loss: 6.1649, grad_norm: 5.1786 2020-10-24 09:55:24,652 - mmaction - INFO - Epoch [48][840/1492] lr: 1.000e-03, eta: 1 day, 0:46:46, time: 1.015, data_time: 0.007, memory: 5812, loss_cls: 5.9902, loss: 5.9902, grad_norm: 5.0845 2020-10-24 09:55:46,056 - mmaction - INFO - Epoch [48][860/1492] lr: 1.000e-03, eta: 1 day, 0:46:21, time: 1.067, data_time: 0.071, memory: 5812, loss_cls: 6.1432, loss: 6.1432, grad_norm: 5.2609 2020-10-24 09:56:07,128 - mmaction - INFO - Epoch [48][880/1492] lr: 1.000e-03, eta: 1 day, 0:45:57, time: 1.058, data_time: 0.128, memory: 5812, loss_cls: 6.0709, loss: 6.0709, grad_norm: 5.2772 2020-10-24 09:56:28,405 - mmaction - INFO - Epoch [48][900/1492] lr: 1.000e-03, eta: 1 day, 0:45:32, time: 1.063, data_time: 0.350, memory: 5812, loss_cls: 5.9881, loss: 5.9881, grad_norm: 5.0948 2020-10-24 09:56:50,579 - mmaction - INFO - Epoch [48][920/1492] lr: 1.000e-03, eta: 1 day, 0:45:09, time: 1.110, data_time: 0.355, memory: 5812, loss_cls: 6.0631, loss: 6.0631, grad_norm: 5.1975 2020-10-24 09:57:12,190 - mmaction - INFO - Epoch [48][940/1492] lr: 1.000e-03, eta: 1 day, 0:44:44, time: 1.073, data_time: 0.071, memory: 5812, loss_cls: 6.1462, loss: 6.1462, grad_norm: 5.1686 2020-10-24 09:57:33,110 - mmaction - INFO - Epoch [48][960/1492] lr: 1.000e-03, eta: 1 day, 0:44:20, time: 1.053, data_time: 0.010, memory: 5812, loss_cls: 6.1448, loss: 6.1448, grad_norm: 5.1844 2020-10-24 09:57:54,388 - mmaction - INFO - Epoch [48][980/1492] lr: 1.000e-03, eta: 1 day, 0:43:55, time: 1.063, data_time: 0.123, memory: 5812, loss_cls: 6.1531, loss: 6.1531, grad_norm: 5.2028 2020-10-24 09:58:16,448 - mmaction - INFO - Epoch [48][1000/1492] lr: 1.000e-03, eta: 1 day, 0:43:32, time: 1.104, data_time: 0.420, memory: 5812, loss_cls: 6.0814, loss: 6.0814, grad_norm: 5.2637 2020-10-24 09:58:38,348 - mmaction - INFO - Epoch [48][1020/1492] lr: 1.000e-03, eta: 1 day, 0:43:08, time: 1.095, data_time: 0.492, memory: 5812, loss_cls: 5.9750, loss: 5.9750, grad_norm: 5.0613 2020-10-24 09:58:59,939 - mmaction - INFO - Epoch [48][1040/1492] lr: 1.000e-03, eta: 1 day, 0:42:44, time: 1.076, data_time: 0.454, memory: 5812, loss_cls: 6.0794, loss: 6.0794, grad_norm: 5.1180 2020-10-24 09:59:20,583 - mmaction - INFO - Epoch [48][1060/1492] lr: 1.000e-03, eta: 1 day, 0:42:19, time: 1.035, data_time: 0.348, memory: 5812, loss_cls: 6.0700, loss: 6.0700, grad_norm: 5.1563 2020-10-24 09:59:41,925 - mmaction - INFO - Epoch [48][1080/1492] lr: 1.000e-03, eta: 1 day, 0:41:54, time: 1.068, data_time: 0.422, memory: 5812, loss_cls: 6.0564, loss: 6.0564, grad_norm: 5.2292 2020-10-24 10:00:02,892 - mmaction - INFO - Epoch [48][1100/1492] lr: 1.000e-03, eta: 1 day, 0:41:29, time: 1.042, data_time: 0.337, memory: 5812, loss_cls: 6.2064, loss: 6.2064, grad_norm: 5.2409 2020-10-24 10:00:24,536 - mmaction - INFO - Epoch [48][1120/1492] lr: 1.000e-03, eta: 1 day, 0:41:05, time: 1.084, data_time: 0.254, memory: 5812, loss_cls: 6.0056, loss: 6.0056, grad_norm: 5.1068 2020-10-24 10:00:44,988 - mmaction - INFO - Epoch [48][1140/1492] lr: 1.000e-03, eta: 1 day, 0:40:40, time: 1.027, data_time: 0.007, memory: 5812, loss_cls: 6.2248, loss: 6.2248, grad_norm: 5.1961 2020-10-24 10:01:05,806 - mmaction - INFO - Epoch [48][1160/1492] lr: 1.000e-03, eta: 1 day, 0:40:15, time: 1.041, data_time: 0.010, memory: 5812, loss_cls: 6.1641, loss: 6.1641, grad_norm: 5.0967 2020-10-24 10:01:27,300 - mmaction - INFO - Epoch [48][1180/1492] lr: 1.000e-03, eta: 1 day, 0:39:51, time: 1.067, data_time: 0.004, memory: 5812, loss_cls: 6.1614, loss: 6.1614, grad_norm: 5.1940 2020-10-24 10:01:47,655 - mmaction - INFO - Epoch [48][1200/1492] lr: 1.000e-03, eta: 1 day, 0:39:25, time: 1.022, data_time: 0.011, memory: 5812, loss_cls: 6.0476, loss: 6.0476, grad_norm: 5.1242 2020-10-24 10:02:09,245 - mmaction - INFO - Epoch [48][1220/1492] lr: 1.000e-03, eta: 1 day, 0:39:01, time: 1.078, data_time: 0.005, memory: 5812, loss_cls: 6.0449, loss: 6.0449, grad_norm: 5.0989 2020-10-24 10:02:29,555 - mmaction - INFO - Epoch [48][1240/1492] lr: 1.000e-03, eta: 1 day, 0:38:36, time: 1.019, data_time: 0.010, memory: 5812, loss_cls: 6.0695, loss: 6.0695, grad_norm: 5.1437 2020-10-24 10:02:50,499 - mmaction - INFO - Epoch [48][1260/1492] lr: 1.000e-03, eta: 1 day, 0:38:11, time: 1.039, data_time: 0.004, memory: 5812, loss_cls: 6.1194, loss: 6.1194, grad_norm: 5.1395 2020-10-24 10:03:10,767 - mmaction - INFO - Epoch [48][1280/1492] lr: 1.000e-03, eta: 1 day, 0:37:45, time: 1.022, data_time: 0.011, memory: 5812, loss_cls: 6.1575, loss: 6.1575, grad_norm: 5.2765 2020-10-24 10:03:32,675 - mmaction - INFO - Epoch [48][1300/1492] lr: 1.000e-03, eta: 1 day, 0:37:21, time: 1.094, data_time: 0.002, memory: 5812, loss_cls: 6.0063, loss: 6.0063, grad_norm: 5.1186 2020-10-24 10:03:53,378 - mmaction - INFO - Epoch [48][1320/1492] lr: 1.000e-03, eta: 1 day, 0:36:56, time: 1.037, data_time: 0.005, memory: 5812, loss_cls: 6.1098, loss: 6.1098, grad_norm: 5.2334 2020-10-24 10:04:14,862 - mmaction - INFO - Epoch [48][1340/1492] lr: 1.000e-03, eta: 1 day, 0:36:32, time: 1.063, data_time: 0.004, memory: 5812, loss_cls: 6.0459, loss: 6.0459, grad_norm: 5.0531 2020-10-24 10:04:35,905 - mmaction - INFO - Epoch [48][1360/1492] lr: 1.000e-03, eta: 1 day, 0:36:07, time: 1.061, data_time: 0.016, memory: 5812, loss_cls: 6.1284, loss: 6.1284, grad_norm: 5.1400 2020-10-24 10:04:56,709 - mmaction - INFO - Epoch [48][1380/1492] lr: 1.000e-03, eta: 1 day, 0:35:42, time: 1.036, data_time: 0.005, memory: 5812, loss_cls: 6.2467, loss: 6.2467, grad_norm: 5.1671 2020-10-24 10:05:17,910 - mmaction - INFO - Epoch [48][1400/1492] lr: 1.000e-03, eta: 1 day, 0:35:18, time: 1.055, data_time: 0.009, memory: 5812, loss_cls: 6.0757, loss: 6.0757, grad_norm: 5.2159 2020-10-24 10:05:38,738 - mmaction - INFO - Epoch [48][1420/1492] lr: 1.000e-03, eta: 1 day, 0:34:53, time: 1.046, data_time: 0.015, memory: 5812, loss_cls: 6.1041, loss: 6.1041, grad_norm: 5.1736 2020-10-24 10:06:00,078 - mmaction - INFO - Epoch [48][1440/1492] lr: 1.000e-03, eta: 1 day, 0:34:29, time: 1.067, data_time: 0.009, memory: 5812, loss_cls: 6.1382, loss: 6.1382, grad_norm: 5.1601 2020-10-24 10:06:20,735 - mmaction - INFO - Epoch [48][1460/1492] lr: 1.000e-03, eta: 1 day, 0:34:04, time: 1.035, data_time: 0.010, memory: 5812, loss_cls: 6.1663, loss: 6.1663, grad_norm: 5.2492 2020-10-24 10:06:41,886 - mmaction - INFO - Epoch [48][1480/1492] lr: 1.000e-03, eta: 1 day, 0:33:39, time: 1.058, data_time: 0.005, memory: 5812, loss_cls: 6.0778, loss: 6.0778, grad_norm: 5.1312 2020-10-24 10:07:26,295 - mmaction - INFO - Epoch [49][20/1492] lr: 1.000e-03, eta: 1 day, 0:32:59, time: 1.657, data_time: 1.193, memory: 5812, loss_cls: 6.1335, loss: 6.1335, grad_norm: 5.1738 2020-10-24 10:07:49,640 - mmaction - INFO - Epoch [49][40/1492] lr: 1.000e-03, eta: 1 day, 0:32:37, time: 1.166, data_time: 0.401, memory: 5812, loss_cls: 6.1131, loss: 6.1131, grad_norm: 5.1368 2020-10-24 10:08:11,878 - mmaction - INFO - Epoch [49][60/1492] lr: 1.000e-03, eta: 1 day, 0:32:13, time: 1.115, data_time: 0.016, memory: 5812, loss_cls: 6.1952, loss: 6.1952, grad_norm: 5.2154 2020-10-24 10:08:32,741 - mmaction - INFO - Epoch [49][80/1492] lr: 1.000e-03, eta: 1 day, 0:31:49, time: 1.043, data_time: 0.002, memory: 5812, loss_cls: 6.0845, loss: 6.0845, grad_norm: 5.1076 2020-10-24 10:08:54,327 - mmaction - INFO - Epoch [49][100/1492] lr: 1.000e-03, eta: 1 day, 0:31:24, time: 1.076, data_time: 0.002, memory: 5812, loss_cls: 6.0995, loss: 6.0995, grad_norm: 5.1506 2020-10-24 10:09:15,472 - mmaction - INFO - Epoch [49][120/1492] lr: 1.000e-03, eta: 1 day, 0:31:00, time: 1.053, data_time: 0.005, memory: 5812, loss_cls: 6.1676, loss: 6.1676, grad_norm: 5.2295 2020-10-24 10:09:36,592 - mmaction - INFO - Epoch [49][140/1492] lr: 1.000e-03, eta: 1 day, 0:30:35, time: 1.055, data_time: 0.014, memory: 5812, loss_cls: 6.2472, loss: 6.2472, grad_norm: 5.2526 2020-10-24 10:09:57,724 - mmaction - INFO - Epoch [49][160/1492] lr: 1.000e-03, eta: 1 day, 0:30:11, time: 1.065, data_time: 0.013, memory: 5812, loss_cls: 6.0975, loss: 6.0975, grad_norm: 5.1434 2020-10-24 10:10:18,348 - mmaction - INFO - Epoch [49][180/1492] lr: 1.000e-03, eta: 1 day, 0:29:46, time: 1.031, data_time: 0.002, memory: 5812, loss_cls: 6.1010, loss: 6.1010, grad_norm: 5.2332 2020-10-24 10:10:38,556 - mmaction - INFO - Epoch [49][200/1492] lr: 1.000e-03, eta: 1 day, 0:29:20, time: 1.007, data_time: 0.005, memory: 5812, loss_cls: 6.0022, loss: 6.0022, grad_norm: 5.1123 2020-10-24 10:10:59,642 - mmaction - INFO - Epoch [49][220/1492] lr: 1.000e-03, eta: 1 day, 0:28:55, time: 1.057, data_time: 0.005, memory: 5812, loss_cls: 6.1040, loss: 6.1040, grad_norm: 5.2390 2020-10-24 10:11:20,471 - mmaction - INFO - Epoch [49][240/1492] lr: 1.000e-03, eta: 1 day, 0:28:30, time: 1.036, data_time: 0.001, memory: 5812, loss_cls: 5.9811, loss: 5.9811, grad_norm: 5.1053 2020-10-24 10:11:41,414 - mmaction - INFO - Epoch [49][260/1492] lr: 1.000e-03, eta: 1 day, 0:28:06, time: 1.045, data_time: 0.007, memory: 5812, loss_cls: 6.0391, loss: 6.0391, grad_norm: 5.3034 2020-10-24 10:12:02,122 - mmaction - INFO - Epoch [49][280/1492] lr: 1.000e-03, eta: 1 day, 0:27:41, time: 1.043, data_time: 0.009, memory: 5812, loss_cls: 6.1210, loss: 6.1210, grad_norm: 5.1853 2020-10-24 10:12:22,713 - mmaction - INFO - Epoch [49][300/1492] lr: 1.000e-03, eta: 1 day, 0:27:16, time: 1.028, data_time: 0.003, memory: 5812, loss_cls: 6.1328, loss: 6.1328, grad_norm: 5.1708 2020-10-24 10:12:44,209 - mmaction - INFO - Epoch [49][320/1492] lr: 1.000e-03, eta: 1 day, 0:26:51, time: 1.065, data_time: 0.004, memory: 5812, loss_cls: 5.9782, loss: 5.9782, grad_norm: 5.1551 2020-10-24 10:13:04,959 - mmaction - INFO - Epoch [49][340/1492] lr: 1.000e-03, eta: 1 day, 0:26:26, time: 1.042, data_time: 0.016, memory: 5812, loss_cls: 6.1513, loss: 6.1513, grad_norm: 5.3102 2020-10-24 10:13:26,089 - mmaction - INFO - Epoch [49][360/1492] lr: 1.000e-03, eta: 1 day, 0:26:02, time: 1.062, data_time: 0.009, memory: 5812, loss_cls: 6.1112, loss: 6.1112, grad_norm: 5.2410 2020-10-24 10:13:46,928 - mmaction - INFO - Epoch [49][380/1492] lr: 1.000e-03, eta: 1 day, 0:25:37, time: 1.039, data_time: 0.003, memory: 5812, loss_cls: 6.0121, loss: 6.0121, grad_norm: 5.2075 2020-10-24 10:14:08,284 - mmaction - INFO - Epoch [49][400/1492] lr: 1.000e-03, eta: 1 day, 0:25:13, time: 1.060, data_time: 0.008, memory: 5812, loss_cls: 5.9567, loss: 5.9567, grad_norm: 5.0996 2020-10-24 10:14:27,971 - mmaction - INFO - Epoch [49][420/1492] lr: 1.000e-03, eta: 1 day, 0:24:47, time: 0.995, data_time: 0.016, memory: 5812, loss_cls: 6.1629, loss: 6.1629, grad_norm: 5.1727 2020-10-24 10:14:48,103 - mmaction - INFO - Epoch [49][440/1492] lr: 1.000e-03, eta: 1 day, 0:24:21, time: 1.006, data_time: 0.005, memory: 5812, loss_cls: 6.0495, loss: 6.0495, grad_norm: 5.1066 2020-10-24 10:15:09,088 - mmaction - INFO - Epoch [49][460/1492] lr: 1.000e-03, eta: 1 day, 0:23:56, time: 1.048, data_time: 0.003, memory: 5812, loss_cls: 6.0347, loss: 6.0347, grad_norm: 5.1357 2020-10-24 10:15:29,827 - mmaction - INFO - Epoch [49][480/1492] lr: 1.000e-03, eta: 1 day, 0:23:31, time: 1.039, data_time: 0.006, memory: 5812, loss_cls: 6.2403, loss: 6.2403, grad_norm: 5.2428 2020-10-24 10:15:51,485 - mmaction - INFO - Epoch [49][500/1492] lr: 1.000e-03, eta: 1 day, 0:23:07, time: 1.078, data_time: 0.006, memory: 5812, loss_cls: 6.0666, loss: 6.0666, grad_norm: 5.0917 2020-10-24 10:16:11,996 - mmaction - INFO - Epoch [49][520/1492] lr: 1.000e-03, eta: 1 day, 0:22:42, time: 1.030, data_time: 0.010, memory: 5812, loss_cls: 6.0972, loss: 6.0972, grad_norm: 5.2809 2020-10-24 10:16:33,320 - mmaction - INFO - Epoch [49][540/1492] lr: 1.000e-03, eta: 1 day, 0:22:18, time: 1.067, data_time: 0.005, memory: 5812, loss_cls: 6.1182, loss: 6.1182, grad_norm: 5.2638 2020-10-24 10:16:54,037 - mmaction - INFO - Epoch [49][560/1492] lr: 1.000e-03, eta: 1 day, 0:21:53, time: 1.036, data_time: 0.002, memory: 5812, loss_cls: 6.0897, loss: 6.0897, grad_norm: 5.1623 2020-10-24 10:17:15,338 - mmaction - INFO - Epoch [49][580/1492] lr: 1.000e-03, eta: 1 day, 0:21:28, time: 1.061, data_time: 0.004, memory: 5812, loss_cls: 6.0056, loss: 6.0056, grad_norm: 5.2127 2020-10-24 10:17:36,674 - mmaction - INFO - Epoch [49][600/1492] lr: 1.000e-03, eta: 1 day, 0:21:04, time: 1.069, data_time: 0.007, memory: 5812, loss_cls: 6.0346, loss: 6.0346, grad_norm: 5.1567 2020-10-24 10:17:57,847 - mmaction - INFO - Epoch [49][620/1492] lr: 1.000e-03, eta: 1 day, 0:20:40, time: 1.062, data_time: 0.006, memory: 5812, loss_cls: 6.2094, loss: 6.2094, grad_norm: 5.2586 2020-10-24 10:18:18,511 - mmaction - INFO - Epoch [49][640/1492] lr: 1.000e-03, eta: 1 day, 0:20:15, time: 1.029, data_time: 0.002, memory: 5812, loss_cls: 6.0718, loss: 6.0718, grad_norm: 5.1348 2020-10-24 10:18:40,417 - mmaction - INFO - Epoch [49][660/1492] lr: 1.000e-03, eta: 1 day, 0:19:51, time: 1.091, data_time: 0.007, memory: 5812, loss_cls: 6.0902, loss: 6.0902, grad_norm: 5.2320 2020-10-24 10:19:00,764 - mmaction - INFO - Epoch [49][680/1492] lr: 1.000e-03, eta: 1 day, 0:19:26, time: 1.025, data_time: 0.014, memory: 5812, loss_cls: 6.0447, loss: 6.0447, grad_norm: 5.2568 2020-10-24 10:19:22,494 - mmaction - INFO - Epoch [49][700/1492] lr: 1.000e-03, eta: 1 day, 0:19:02, time: 1.088, data_time: 0.003, memory: 5812, loss_cls: 6.0186, loss: 6.0186, grad_norm: 5.0842 2020-10-24 10:19:43,799 - mmaction - INFO - Epoch [49][720/1492] lr: 1.000e-03, eta: 1 day, 0:18:37, time: 1.064, data_time: 0.003, memory: 5812, loss_cls: 5.9519, loss: 5.9519, grad_norm: 5.0455 2020-10-24 10:20:04,640 - mmaction - INFO - Epoch [49][740/1492] lr: 1.000e-03, eta: 1 day, 0:18:13, time: 1.038, data_time: 0.005, memory: 5812, loss_cls: 6.0902, loss: 6.0902, grad_norm: 5.1550 2020-10-24 10:20:25,798 - mmaction - INFO - Epoch [49][760/1492] lr: 1.000e-03, eta: 1 day, 0:17:48, time: 1.058, data_time: 0.008, memory: 5812, loss_cls: 5.9880, loss: 5.9880, grad_norm: 5.1036 2020-10-24 10:20:46,443 - mmaction - INFO - Epoch [49][780/1492] lr: 1.000e-03, eta: 1 day, 0:17:23, time: 1.034, data_time: 0.008, memory: 5812, loss_cls: 6.0539, loss: 6.0539, grad_norm: 5.1628 2020-10-24 10:21:07,092 - mmaction - INFO - Epoch [49][800/1492] lr: 1.000e-03, eta: 1 day, 0:16:58, time: 1.031, data_time: 0.006, memory: 5812, loss_cls: 6.0466, loss: 6.0466, grad_norm: 5.1500 2020-10-24 10:21:28,358 - mmaction - INFO - Epoch [49][820/1492] lr: 1.000e-03, eta: 1 day, 0:16:34, time: 1.058, data_time: 0.007, memory: 5812, loss_cls: 6.1666, loss: 6.1666, grad_norm: 5.2265 2020-10-24 10:21:49,300 - mmaction - INFO - Epoch [49][840/1492] lr: 1.000e-03, eta: 1 day, 0:16:09, time: 1.054, data_time: 0.010, memory: 5812, loss_cls: 6.0945, loss: 6.0945, grad_norm: 5.2018 2020-10-24 10:22:10,316 - mmaction - INFO - Epoch [49][860/1492] lr: 1.000e-03, eta: 1 day, 0:15:44, time: 1.053, data_time: 0.004, memory: 5812, loss_cls: 5.9584, loss: 5.9584, grad_norm: 5.0864 2020-10-24 10:22:31,333 - mmaction - INFO - Epoch [49][880/1492] lr: 1.000e-03, eta: 1 day, 0:15:20, time: 1.047, data_time: 0.003, memory: 5812, loss_cls: 6.0256, loss: 6.0256, grad_norm: 5.2558 2020-10-24 10:22:52,530 - mmaction - INFO - Epoch [49][900/1492] lr: 1.000e-03, eta: 1 day, 0:14:55, time: 1.057, data_time: 0.005, memory: 5812, loss_cls: 5.9706, loss: 5.9706, grad_norm: 5.1060 2020-10-24 10:23:13,439 - mmaction - INFO - Epoch [49][920/1492] lr: 1.000e-03, eta: 1 day, 0:14:30, time: 1.039, data_time: 0.011, memory: 5812, loss_cls: 6.0731, loss: 6.0731, grad_norm: 5.2029 2020-10-24 10:23:34,153 - mmaction - INFO - Epoch [49][940/1492] lr: 1.000e-03, eta: 1 day, 0:14:06, time: 1.039, data_time: 0.015, memory: 5812, loss_cls: 6.1426, loss: 6.1426, grad_norm: 5.2819 2020-10-24 10:23:55,351 - mmaction - INFO - Epoch [49][960/1492] lr: 1.000e-03, eta: 1 day, 0:13:41, time: 1.069, data_time: 0.012, memory: 5812, loss_cls: 5.9896, loss: 5.9896, grad_norm: 5.1772 2020-10-24 10:24:16,134 - mmaction - INFO - Epoch [49][980/1492] lr: 1.000e-03, eta: 1 day, 0:13:16, time: 1.035, data_time: 0.006, memory: 5812, loss_cls: 6.1194, loss: 6.1194, grad_norm: 5.2963 2020-10-24 10:24:36,490 - mmaction - INFO - Epoch [49][1000/1492] lr: 1.000e-03, eta: 1 day, 0:12:51, time: 1.013, data_time: 0.008, memory: 5812, loss_cls: 6.0842, loss: 6.0842, grad_norm: 5.1395 2020-10-24 10:24:57,490 - mmaction - INFO - Epoch [49][1020/1492] lr: 1.000e-03, eta: 1 day, 0:12:27, time: 1.059, data_time: 0.012, memory: 5812, loss_cls: 6.0977, loss: 6.0977, grad_norm: 5.2203 2020-10-24 10:25:18,345 - mmaction - INFO - Epoch [49][1040/1492] lr: 1.000e-03, eta: 1 day, 0:12:02, time: 1.043, data_time: 0.004, memory: 5812, loss_cls: 6.1100, loss: 6.1100, grad_norm: 5.2945 2020-10-24 10:25:39,749 - mmaction - INFO - Epoch [49][1060/1492] lr: 1.000e-03, eta: 1 day, 0:11:38, time: 1.069, data_time: 0.002, memory: 5812, loss_cls: 6.1131, loss: 6.1131, grad_norm: 5.2209 2020-10-24 10:26:00,065 - mmaction - INFO - Epoch [49][1080/1492] lr: 1.000e-03, eta: 1 day, 0:11:12, time: 1.015, data_time: 0.002, memory: 5812, loss_cls: 6.0704, loss: 6.0704, grad_norm: 5.3008 2020-10-24 10:26:20,820 - mmaction - INFO - Epoch [49][1100/1492] lr: 1.000e-03, eta: 1 day, 0:10:47, time: 1.037, data_time: 0.003, memory: 5812, loss_cls: 6.1800, loss: 6.1800, grad_norm: 5.2500 2020-10-24 10:26:42,390 - mmaction - INFO - Epoch [49][1120/1492] lr: 1.000e-03, eta: 1 day, 0:10:23, time: 1.076, data_time: 0.005, memory: 5812, loss_cls: 6.1218, loss: 6.1218, grad_norm: 5.2229 2020-10-24 10:27:03,445 - mmaction - INFO - Epoch [49][1140/1492] lr: 1.000e-03, eta: 1 day, 0:09:59, time: 1.057, data_time: 0.013, memory: 5812, loss_cls: 6.1074, loss: 6.1074, grad_norm: 5.1557 2020-10-24 10:27:23,773 - mmaction - INFO - Epoch [49][1160/1492] lr: 1.000e-03, eta: 1 day, 0:09:33, time: 1.012, data_time: 0.002, memory: 5812, loss_cls: 6.0246, loss: 6.0246, grad_norm: 5.2096 2020-10-24 10:27:44,737 - mmaction - INFO - Epoch [49][1180/1492] lr: 1.000e-03, eta: 1 day, 0:09:09, time: 1.050, data_time: 0.007, memory: 5812, loss_cls: 6.1371, loss: 6.1371, grad_norm: 5.2282 2020-10-24 10:28:05,551 - mmaction - INFO - Epoch [49][1200/1492] lr: 1.000e-03, eta: 1 day, 0:08:44, time: 1.041, data_time: 0.009, memory: 5812, loss_cls: 6.0944, loss: 6.0944, grad_norm: 5.1696 2020-10-24 10:28:26,885 - mmaction - INFO - Epoch [49][1220/1492] lr: 1.000e-03, eta: 1 day, 0:08:19, time: 1.057, data_time: 0.005, memory: 5812, loss_cls: 6.2068, loss: 6.2068, grad_norm: 5.3277 2020-10-24 10:28:47,438 - mmaction - INFO - Epoch [49][1240/1492] lr: 1.000e-03, eta: 1 day, 0:07:54, time: 1.029, data_time: 0.014, memory: 5812, loss_cls: 6.0827, loss: 6.0827, grad_norm: 5.2176 2020-10-24 10:29:08,622 - mmaction - INFO - Epoch [49][1260/1492] lr: 1.000e-03, eta: 1 day, 0:07:30, time: 1.067, data_time: 0.014, memory: 5812, loss_cls: 6.1856, loss: 6.1856, grad_norm: 5.2876 2020-10-24 10:29:29,812 - mmaction - INFO - Epoch [49][1280/1492] lr: 1.000e-03, eta: 1 day, 0:07:06, time: 1.053, data_time: 0.005, memory: 5812, loss_cls: 6.1813, loss: 6.1813, grad_norm: 5.1461 2020-10-24 10:29:50,392 - mmaction - INFO - Epoch [49][1300/1492] lr: 1.000e-03, eta: 1 day, 0:06:41, time: 1.035, data_time: 0.010, memory: 5812, loss_cls: 6.0393, loss: 6.0393, grad_norm: 5.1248 2020-10-24 10:30:11,450 - mmaction - INFO - Epoch [49][1320/1492] lr: 1.000e-03, eta: 1 day, 0:06:16, time: 1.050, data_time: 0.005, memory: 5812, loss_cls: 6.1453, loss: 6.1453, grad_norm: 5.2943 2020-10-24 10:30:32,567 - mmaction - INFO - Epoch [49][1340/1492] lr: 1.000e-03, eta: 1 day, 0:05:52, time: 1.060, data_time: 0.007, memory: 5812, loss_cls: 6.1150, loss: 6.1150, grad_norm: 5.1885 2020-10-24 10:30:53,101 - mmaction - INFO - Epoch [49][1360/1492] lr: 1.000e-03, eta: 1 day, 0:05:27, time: 1.020, data_time: 0.010, memory: 5812, loss_cls: 6.0558, loss: 6.0558, grad_norm: 5.1072 2020-10-24 10:31:13,902 - mmaction - INFO - Epoch [49][1380/1492] lr: 1.000e-03, eta: 1 day, 0:05:02, time: 1.047, data_time: 0.009, memory: 5812, loss_cls: 6.1024, loss: 6.1024, grad_norm: 5.2337 2020-10-24 10:31:34,670 - mmaction - INFO - Epoch [49][1400/1492] lr: 1.000e-03, eta: 1 day, 0:04:37, time: 1.037, data_time: 0.003, memory: 5812, loss_cls: 6.1316, loss: 6.1316, grad_norm: 5.1567 2020-10-24 10:31:55,346 - mmaction - INFO - Epoch [49][1420/1492] lr: 1.000e-03, eta: 1 day, 0:04:12, time: 1.029, data_time: 0.004, memory: 5812, loss_cls: 6.0290, loss: 6.0290, grad_norm: 5.2790 2020-10-24 10:32:15,886 - mmaction - INFO - Epoch [49][1440/1492] lr: 1.000e-03, eta: 1 day, 0:03:47, time: 1.022, data_time: 0.007, memory: 5812, loss_cls: 6.0542, loss: 6.0542, grad_norm: 5.1283 2020-10-24 10:32:36,753 - mmaction - INFO - Epoch [49][1460/1492] lr: 1.000e-03, eta: 1 day, 0:03:22, time: 1.052, data_time: 0.011, memory: 5812, loss_cls: 6.0943, loss: 6.0943, grad_norm: 5.2215 2020-10-24 10:32:56,835 - mmaction - INFO - Epoch [49][1480/1492] lr: 1.000e-03, eta: 1 day, 0:02:57, time: 1.004, data_time: 0.003, memory: 5812, loss_cls: 6.0967, loss: 6.0967, grad_norm: 5.2941 2020-10-24 10:33:46,739 - mmaction - INFO - Epoch [50][20/1492] lr: 1.000e-03, eta: 1 day, 0:02:20, time: 1.820, data_time: 0.762, memory: 5812, loss_cls: 5.9459, loss: 5.9459, grad_norm: 5.1647 2020-10-24 10:34:09,371 - mmaction - INFO - Epoch [50][40/1492] lr: 1.000e-03, eta: 1 day, 0:01:57, time: 1.130, data_time: 0.018, memory: 5812, loss_cls: 6.0475, loss: 6.0475, grad_norm: 5.3742 2020-10-24 10:34:30,983 - mmaction - INFO - Epoch [50][60/1492] lr: 1.000e-03, eta: 1 day, 0:01:34, time: 1.083, data_time: 0.004, memory: 5812, loss_cls: 6.1319, loss: 6.1319, grad_norm: 5.2344 2020-10-24 10:34:52,772 - mmaction - INFO - Epoch [50][80/1492] lr: 1.000e-03, eta: 1 day, 0:01:10, time: 1.086, data_time: 0.002, memory: 5812, loss_cls: 6.0475, loss: 6.0475, grad_norm: 5.1748 2020-10-24 10:35:14,498 - mmaction - INFO - Epoch [50][100/1492] lr: 1.000e-03, eta: 1 day, 0:00:46, time: 1.089, data_time: 0.007, memory: 5812, loss_cls: 6.0672, loss: 6.0672, grad_norm: 5.2067 2020-10-24 10:35:35,820 - mmaction - INFO - Epoch [50][120/1492] lr: 1.000e-03, eta: 1 day, 0:00:22, time: 1.063, data_time: 0.005, memory: 5812, loss_cls: 6.1457, loss: 6.1457, grad_norm: 5.1449 2020-10-24 10:35:57,016 - mmaction - INFO - Epoch [50][140/1492] lr: 1.000e-03, eta: 23:59:57, time: 1.062, data_time: 0.009, memory: 5812, loss_cls: 5.9775, loss: 5.9775, grad_norm: 5.1917 2020-10-24 10:36:18,659 - mmaction - INFO - Epoch [50][160/1492] lr: 1.000e-03, eta: 23:59:34, time: 1.084, data_time: 0.004, memory: 5812, loss_cls: 6.1052, loss: 6.1052, grad_norm: 5.1750 2020-10-24 10:36:39,871 - mmaction - INFO - Epoch [50][180/1492] lr: 1.000e-03, eta: 23:59:09, time: 1.056, data_time: 0.002, memory: 5812, loss_cls: 6.1039, loss: 6.1039, grad_norm: 5.2293 2020-10-24 10:37:00,966 - mmaction - INFO - Epoch [50][200/1492] lr: 1.000e-03, eta: 23:58:45, time: 1.049, data_time: 0.008, memory: 5812, loss_cls: 6.1713, loss: 6.1713, grad_norm: 5.2848 2020-10-24 10:37:22,279 - mmaction - INFO - Epoch [50][220/1492] lr: 1.000e-03, eta: 23:58:20, time: 1.074, data_time: 0.013, memory: 5812, loss_cls: 6.1073, loss: 6.1073, grad_norm: 5.3051 2020-10-24 10:37:43,750 - mmaction - INFO - Epoch [50][240/1492] lr: 1.000e-03, eta: 23:57:56, time: 1.076, data_time: 0.004, memory: 5812, loss_cls: 6.1435, loss: 6.1435, grad_norm: 5.3641 2020-10-24 10:38:04,734 - mmaction - INFO - Epoch [50][260/1492] lr: 1.000e-03, eta: 23:57:32, time: 1.048, data_time: 0.002, memory: 5812, loss_cls: 6.0990, loss: 6.0990, grad_norm: 5.2120 2020-10-24 10:38:26,220 - mmaction - INFO - Epoch [50][280/1492] lr: 1.000e-03, eta: 23:57:08, time: 1.076, data_time: 0.003, memory: 5812, loss_cls: 6.1154, loss: 6.1154, grad_norm: 5.2090 2020-10-24 10:38:47,660 - mmaction - INFO - Epoch [50][300/1492] lr: 1.000e-03, eta: 23:56:44, time: 1.062, data_time: 0.001, memory: 5812, loss_cls: 6.0367, loss: 6.0367, grad_norm: 5.0572 2020-10-24 10:39:09,137 - mmaction - INFO - Epoch [50][320/1492] lr: 1.000e-03, eta: 23:56:20, time: 1.084, data_time: 0.012, memory: 5812, loss_cls: 6.0608, loss: 6.0608, grad_norm: 5.2620 2020-10-24 10:39:30,512 - mmaction - INFO - Epoch [50][340/1492] lr: 1.000e-03, eta: 23:55:55, time: 1.069, data_time: 0.002, memory: 5812, loss_cls: 6.0732, loss: 6.0732, grad_norm: 5.2006 2020-10-24 10:39:51,491 - mmaction - INFO - Epoch [50][360/1492] lr: 1.000e-03, eta: 23:55:31, time: 1.046, data_time: 0.001, memory: 5812, loss_cls: 6.1710, loss: 6.1710, grad_norm: 5.3737 2020-10-24 10:40:12,591 - mmaction - INFO - Epoch [50][380/1492] lr: 1.000e-03, eta: 23:55:06, time: 1.058, data_time: 0.005, memory: 5812, loss_cls: 6.2164, loss: 6.2164, grad_norm: 5.2577 2020-10-24 10:40:34,116 - mmaction - INFO - Epoch [50][400/1492] lr: 1.000e-03, eta: 23:54:42, time: 1.073, data_time: 0.003, memory: 5812, loss_cls: 6.0076, loss: 6.0076, grad_norm: 5.1593 2020-10-24 10:40:54,967 - mmaction - INFO - Epoch [50][420/1492] lr: 1.000e-03, eta: 23:54:18, time: 1.047, data_time: 0.006, memory: 5812, loss_cls: 6.0421, loss: 6.0421, grad_norm: 5.2224 2020-10-24 10:41:15,818 - mmaction - INFO - Epoch [50][440/1492] lr: 1.000e-03, eta: 23:53:53, time: 1.040, data_time: 0.001, memory: 5812, loss_cls: 6.0821, loss: 6.0821, grad_norm: 5.1656 2020-10-24 10:41:36,850 - mmaction - INFO - Epoch [50][460/1492] lr: 1.000e-03, eta: 23:53:28, time: 1.040, data_time: 0.010, memory: 5812, loss_cls: 6.1426, loss: 6.1426, grad_norm: 5.2862 2020-10-24 10:41:58,532 - mmaction - INFO - Epoch [50][480/1492] lr: 1.000e-03, eta: 23:53:05, time: 1.097, data_time: 0.017, memory: 5812, loss_cls: 5.9980, loss: 5.9980, grad_norm: 5.1072 2020-10-24 10:42:19,631 - mmaction - INFO - Epoch [50][500/1492] lr: 1.000e-03, eta: 23:52:40, time: 1.055, data_time: 0.006, memory: 5812, loss_cls: 6.1766, loss: 6.1766, grad_norm: 5.2953 2020-10-24 10:42:40,720 - mmaction - INFO - Epoch [50][520/1492] lr: 1.000e-03, eta: 23:52:16, time: 1.047, data_time: 0.005, memory: 5812, loss_cls: 6.0069, loss: 6.0069, grad_norm: 5.2262 2020-10-24 10:43:01,592 - mmaction - INFO - Epoch [50][540/1492] lr: 1.000e-03, eta: 23:51:51, time: 1.050, data_time: 0.009, memory: 5812, loss_cls: 6.1708, loss: 6.1708, grad_norm: 5.2566 2020-10-24 10:43:23,165 - mmaction - INFO - Epoch [50][560/1492] lr: 1.000e-03, eta: 23:51:27, time: 1.075, data_time: 0.003, memory: 5812, loss_cls: 6.1079, loss: 6.1079, grad_norm: 5.2656 2020-10-24 10:43:44,673 - mmaction - INFO - Epoch [50][580/1492] lr: 1.000e-03, eta: 23:51:03, time: 1.074, data_time: 0.008, memory: 5812, loss_cls: 6.0448, loss: 6.0448, grad_norm: 5.1849 2020-10-24 10:44:06,055 - mmaction - INFO - Epoch [50][600/1492] lr: 1.000e-03, eta: 23:50:39, time: 1.069, data_time: 0.008, memory: 5812, loss_cls: 6.0309, loss: 6.0309, grad_norm: 5.2338 2020-10-24 10:44:26,652 - mmaction - INFO - Epoch [50][620/1492] lr: 1.000e-03, eta: 23:50:14, time: 1.033, data_time: 0.007, memory: 5812, loss_cls: 6.0969, loss: 6.0969, grad_norm: 5.2838 2020-10-24 10:44:48,114 - mmaction - INFO - Epoch [50][640/1492] lr: 1.000e-03, eta: 23:49:50, time: 1.075, data_time: 0.006, memory: 5812, loss_cls: 6.1598, loss: 6.1598, grad_norm: 5.2017 2020-10-24 10:45:08,557 - mmaction - INFO - Epoch [50][660/1492] lr: 1.000e-03, eta: 23:49:25, time: 1.021, data_time: 0.003, memory: 5812, loss_cls: 6.1243, loss: 6.1243, grad_norm: 5.2974 2020-10-24 10:45:29,942 - mmaction - INFO - Epoch [50][680/1492] lr: 1.000e-03, eta: 23:49:01, time: 1.072, data_time: 0.005, memory: 5812, loss_cls: 6.1298, loss: 6.1298, grad_norm: 5.2302 2020-10-24 10:45:50,372 - mmaction - INFO - Epoch [50][700/1492] lr: 1.000e-03, eta: 23:48:36, time: 1.020, data_time: 0.002, memory: 5812, loss_cls: 6.1544, loss: 6.1544, grad_norm: 5.1486 2020-10-24 10:46:12,168 - mmaction - INFO - Epoch [50][720/1492] lr: 1.000e-03, eta: 23:48:12, time: 1.090, data_time: 0.002, memory: 5812, loss_cls: 6.0917, loss: 6.0917, grad_norm: 5.2309 2020-10-24 10:46:33,820 - mmaction - INFO - Epoch [50][740/1492] lr: 1.000e-03, eta: 23:47:48, time: 1.084, data_time: 0.003, memory: 5812, loss_cls: 6.0591, loss: 6.0591, grad_norm: 5.3466 2020-10-24 10:46:54,660 - mmaction - INFO - Epoch [50][760/1492] lr: 1.000e-03, eta: 23:47:24, time: 1.043, data_time: 0.002, memory: 5812, loss_cls: 6.0415, loss: 6.0415, grad_norm: 5.3005 2020-10-24 10:47:15,943 - mmaction - INFO - Epoch [50][780/1492] lr: 1.000e-03, eta: 23:46:59, time: 1.061, data_time: 0.002, memory: 5812, loss_cls: 6.0004, loss: 6.0004, grad_norm: 5.2339 2020-10-24 10:47:37,828 - mmaction - INFO - Epoch [50][800/1492] lr: 1.000e-03, eta: 23:46:36, time: 1.089, data_time: 0.012, memory: 5812, loss_cls: 6.1500, loss: 6.1500, grad_norm: 5.2360 2020-10-24 10:47:59,425 - mmaction - INFO - Epoch [50][820/1492] lr: 1.000e-03, eta: 23:46:12, time: 1.089, data_time: 0.011, memory: 5812, loss_cls: 6.1176, loss: 6.1176, grad_norm: 5.2711 2020-10-24 10:48:20,833 - mmaction - INFO - Epoch [50][840/1492] lr: 1.000e-03, eta: 23:45:48, time: 1.070, data_time: 0.002, memory: 5812, loss_cls: 6.1301, loss: 6.1301, grad_norm: 5.2636 2020-10-24 10:48:41,904 - mmaction - INFO - Epoch [50][860/1492] lr: 1.000e-03, eta: 23:45:23, time: 1.037, data_time: 0.001, memory: 5812, loss_cls: 6.0777, loss: 6.0777, grad_norm: 5.1976 2020-10-24 10:49:03,694 - mmaction - INFO - Epoch [50][880/1492] lr: 1.000e-03, eta: 23:45:00, time: 1.105, data_time: 0.023, memory: 5812, loss_cls: 6.1080, loss: 6.1080, grad_norm: 5.2478 2020-10-24 10:49:24,603 - mmaction - INFO - Epoch [50][900/1492] lr: 1.000e-03, eta: 23:44:35, time: 1.039, data_time: 0.001, memory: 5812, loss_cls: 6.0610, loss: 6.0610, grad_norm: 5.2510 2020-10-24 10:49:46,220 - mmaction - INFO - Epoch [50][920/1492] lr: 1.000e-03, eta: 23:44:11, time: 1.087, data_time: 0.008, memory: 5812, loss_cls: 6.1764, loss: 6.1764, grad_norm: 5.3108 2020-10-24 10:50:07,774 - mmaction - INFO - Epoch [50][940/1492] lr: 1.000e-03, eta: 23:43:47, time: 1.078, data_time: 0.002, memory: 5812, loss_cls: 5.9864, loss: 5.9864, grad_norm: 5.1539 2020-10-24 10:50:29,985 - mmaction - INFO - Epoch [50][960/1492] lr: 1.000e-03, eta: 23:43:24, time: 1.102, data_time: 0.001, memory: 5812, loss_cls: 6.0531, loss: 6.0531, grad_norm: 5.2148 2020-10-24 10:50:51,948 - mmaction - INFO - Epoch [50][980/1492] lr: 1.000e-03, eta: 23:43:00, time: 1.106, data_time: 0.010, memory: 5812, loss_cls: 6.2580, loss: 6.2580, grad_norm: 5.3342 2020-10-24 10:51:13,908 - mmaction - INFO - Epoch [50][1000/1492] lr: 1.000e-03, eta: 23:42:37, time: 1.099, data_time: 0.004, memory: 5812, loss_cls: 5.9185, loss: 5.9185, grad_norm: 5.1714 2020-10-24 10:51:35,205 - mmaction - INFO - Epoch [50][1020/1492] lr: 1.000e-03, eta: 23:42:13, time: 1.064, data_time: 0.002, memory: 5812, loss_cls: 6.1016, loss: 6.1016, grad_norm: 5.2455 2020-10-24 10:51:56,419 - mmaction - INFO - Epoch [50][1040/1492] lr: 1.000e-03, eta: 23:41:48, time: 1.058, data_time: 0.004, memory: 5812, loss_cls: 6.0573, loss: 6.0573, grad_norm: 5.2350 2020-10-24 10:52:18,885 - mmaction - INFO - Epoch [50][1060/1492] lr: 1.000e-03, eta: 23:41:25, time: 1.125, data_time: 0.005, memory: 5812, loss_cls: 6.0736, loss: 6.0736, grad_norm: 5.1934 2020-10-24 10:52:40,243 - mmaction - INFO - Epoch [50][1080/1492] lr: 1.000e-03, eta: 23:41:01, time: 1.070, data_time: 0.009, memory: 5812, loss_cls: 6.2096, loss: 6.2096, grad_norm: 5.3058 2020-10-24 10:53:01,668 - mmaction - INFO - Epoch [50][1100/1492] lr: 1.000e-03, eta: 23:40:37, time: 1.063, data_time: 0.009, memory: 5812, loss_cls: 6.0775, loss: 6.0775, grad_norm: 5.1710 2020-10-24 10:53:22,416 - mmaction - INFO - Epoch [50][1120/1492] lr: 1.000e-03, eta: 23:40:13, time: 1.044, data_time: 0.011, memory: 5812, loss_cls: 6.0239, loss: 6.0239, grad_norm: 5.2238 2020-10-24 10:53:43,486 - mmaction - INFO - Epoch [50][1140/1492] lr: 1.000e-03, eta: 23:39:48, time: 1.050, data_time: 0.004, memory: 5812, loss_cls: 6.0461, loss: 6.0461, grad_norm: 5.2283 2020-10-24 10:54:05,038 - mmaction - INFO - Epoch [50][1160/1492] lr: 1.000e-03, eta: 23:39:24, time: 1.083, data_time: 0.010, memory: 5812, loss_cls: 6.0884, loss: 6.0884, grad_norm: 5.3383 2020-10-24 10:54:26,056 - mmaction - INFO - Epoch [50][1180/1492] lr: 1.000e-03, eta: 23:39:00, time: 1.045, data_time: 0.001, memory: 5812, loss_cls: 6.0942, loss: 6.0942, grad_norm: 5.2646 2020-10-24 10:54:47,176 - mmaction - INFO - Epoch [50][1200/1492] lr: 1.000e-03, eta: 23:38:35, time: 1.059, data_time: 0.007, memory: 5812, loss_cls: 6.0698, loss: 6.0698, grad_norm: 5.2964 2020-10-24 10:55:08,349 - mmaction - INFO - Epoch [50][1220/1492] lr: 1.000e-03, eta: 23:38:11, time: 1.061, data_time: 0.005, memory: 5812, loss_cls: 6.2597, loss: 6.2597, grad_norm: 5.3998 2020-10-24 10:55:29,906 - mmaction - INFO - Epoch [50][1240/1492] lr: 1.000e-03, eta: 23:37:47, time: 1.077, data_time: 0.003, memory: 5812, loss_cls: 6.0694, loss: 6.0694, grad_norm: 5.2777 2020-10-24 10:55:50,976 - mmaction - INFO - Epoch [50][1260/1492] lr: 1.000e-03, eta: 23:37:23, time: 1.044, data_time: 0.005, memory: 5812, loss_cls: 6.0259, loss: 6.0259, grad_norm: 5.3142 2020-10-24 10:56:12,136 - mmaction - INFO - Epoch [50][1280/1492] lr: 1.000e-03, eta: 23:36:58, time: 1.063, data_time: 0.012, memory: 5812, loss_cls: 6.1271, loss: 6.1271, grad_norm: 5.2553 2020-10-24 10:56:33,877 - mmaction - INFO - Epoch [50][1300/1492] lr: 1.000e-03, eta: 23:36:35, time: 1.090, data_time: 0.008, memory: 5812, loss_cls: 6.0324, loss: 6.0324, grad_norm: 5.2375 2020-10-24 10:56:55,545 - mmaction - INFO - Epoch [50][1320/1492] lr: 1.000e-03, eta: 23:36:11, time: 1.081, data_time: 0.006, memory: 5812, loss_cls: 6.0181, loss: 6.0181, grad_norm: 5.2982 2020-10-24 10:57:15,963 - mmaction - INFO - Epoch [50][1340/1492] lr: 1.000e-03, eta: 23:35:46, time: 1.022, data_time: 0.005, memory: 5812, loss_cls: 6.1862, loss: 6.1862, grad_norm: 5.2941 2020-10-24 10:57:37,581 - mmaction - INFO - Epoch [50][1360/1492] lr: 1.000e-03, eta: 23:35:22, time: 1.083, data_time: 0.004, memory: 5812, loss_cls: 6.0215, loss: 6.0215, grad_norm: 5.2300 2020-10-24 10:57:58,601 - mmaction - INFO - Epoch [50][1380/1492] lr: 1.000e-03, eta: 23:34:58, time: 1.050, data_time: 0.003, memory: 5812, loss_cls: 5.9966, loss: 5.9966, grad_norm: 5.1509 2020-10-24 10:58:20,075 - mmaction - INFO - Epoch [50][1400/1492] lr: 1.000e-03, eta: 23:34:34, time: 1.072, data_time: 0.004, memory: 5812, loss_cls: 6.0206, loss: 6.0206, grad_norm: 5.2253 2020-10-24 10:58:41,077 - mmaction - INFO - Epoch [50][1420/1492] lr: 1.000e-03, eta: 23:34:09, time: 1.052, data_time: 0.005, memory: 5812, loss_cls: 6.0473, loss: 6.0473, grad_norm: 5.1885 2020-10-24 10:59:02,355 - mmaction - INFO - Epoch [50][1440/1492] lr: 1.000e-03, eta: 23:33:45, time: 1.063, data_time: 0.004, memory: 5812, loss_cls: 5.9766, loss: 5.9766, grad_norm: 5.3248 2020-10-24 10:59:23,534 - mmaction - INFO - Epoch [50][1460/1492] lr: 1.000e-03, eta: 23:33:21, time: 1.059, data_time: 0.005, memory: 5812, loss_cls: 5.9934, loss: 5.9934, grad_norm: 5.2253 2020-10-24 10:59:44,907 - mmaction - INFO - Epoch [50][1480/1492] lr: 1.000e-03, eta: 23:32:57, time: 1.068, data_time: 0.006, memory: 5812, loss_cls: 5.9966, loss: 5.9966, grad_norm: 5.2831 2020-10-24 10:59:57,462 - mmaction - INFO - Saving checkpoint at 50 epochs 2020-10-24 11:02:03,143 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-24 11:02:04,538 - mmaction - INFO - mean_average_precision 0.4812 2020-10-24 11:02:04,555 - mmaction - INFO - Epoch(val) [50][1492] mean_average_precision: 0.4812 2020-10-24 11:02:35,852 - mmaction - INFO - Epoch [51][20/1492] lr: 1.000e-03, eta: 23:32:15, time: 1.559, data_time: 0.757, memory: 5812, loss_cls: 5.9986, loss: 5.9986, grad_norm: 5.2072 2020-10-24 11:02:58,763 - mmaction - INFO - Epoch [51][40/1492] lr: 1.000e-03, eta: 23:31:53, time: 1.147, data_time: 0.035, memory: 5812, loss_cls: 6.0310, loss: 6.0310, grad_norm: 5.2550 2020-10-24 11:03:20,628 - mmaction - INFO - Epoch [51][60/1492] lr: 1.000e-03, eta: 23:31:29, time: 1.094, data_time: 0.004, memory: 5812, loss_cls: 6.0125, loss: 6.0125, grad_norm: 5.1324 2020-10-24 11:03:41,969 - mmaction - INFO - Epoch [51][80/1492] lr: 1.000e-03, eta: 23:31:05, time: 1.067, data_time: 0.002, memory: 5812, loss_cls: 6.0594, loss: 6.0594, grad_norm: 5.2191 2020-10-24 11:04:03,963 - mmaction - INFO - Epoch [51][100/1492] lr: 1.000e-03, eta: 23:30:41, time: 1.097, data_time: 0.002, memory: 5812, loss_cls: 6.0199, loss: 6.0199, grad_norm: 5.3213 2020-10-24 11:04:25,119 - mmaction - INFO - Epoch [51][120/1492] lr: 1.000e-03, eta: 23:30:17, time: 1.054, data_time: 0.004, memory: 5812, loss_cls: 5.9970, loss: 5.9970, grad_norm: 5.1359 2020-10-24 11:04:47,186 - mmaction - INFO - Epoch [51][140/1492] lr: 1.000e-03, eta: 23:29:54, time: 1.110, data_time: 0.008, memory: 5812, loss_cls: 6.0101, loss: 6.0101, grad_norm: 5.3324 2020-10-24 11:05:08,695 - mmaction - INFO - Epoch [51][160/1492] lr: 1.000e-03, eta: 23:29:30, time: 1.073, data_time: 0.002, memory: 5812, loss_cls: 5.9870, loss: 5.9870, grad_norm: 5.1412 2020-10-24 11:05:30,703 - mmaction - INFO - Epoch [51][180/1492] lr: 1.000e-03, eta: 23:29:06, time: 1.099, data_time: 0.006, memory: 5812, loss_cls: 6.1001, loss: 6.1001, grad_norm: 5.3756 2020-10-24 11:05:52,601 - mmaction - INFO - Epoch [51][200/1492] lr: 1.000e-03, eta: 23:28:43, time: 1.094, data_time: 0.005, memory: 5812, loss_cls: 6.0920, loss: 6.0920, grad_norm: 5.2806 2020-10-24 11:06:14,109 - mmaction - INFO - Epoch [51][220/1492] lr: 1.000e-03, eta: 23:28:19, time: 1.079, data_time: 0.006, memory: 5812, loss_cls: 6.0714, loss: 6.0714, grad_norm: 5.2854 2020-10-24 11:06:36,302 - mmaction - INFO - Epoch [51][240/1492] lr: 1.000e-03, eta: 23:27:56, time: 1.108, data_time: 0.002, memory: 5812, loss_cls: 6.0584, loss: 6.0584, grad_norm: 5.2850 2020-10-24 11:06:58,141 - mmaction - INFO - Epoch [51][260/1492] lr: 1.000e-03, eta: 23:27:32, time: 1.091, data_time: 0.005, memory: 5812, loss_cls: 6.2061, loss: 6.2061, grad_norm: 5.3840 2020-10-24 11:07:19,707 - mmaction - INFO - Epoch [51][280/1492] lr: 1.000e-03, eta: 23:27:08, time: 1.079, data_time: 0.006, memory: 5812, loss_cls: 6.2114, loss: 6.2114, grad_norm: 5.3135 2020-10-24 11:07:41,208 - mmaction - INFO - Epoch [51][300/1492] lr: 1.000e-03, eta: 23:26:44, time: 1.066, data_time: 0.005, memory: 5812, loss_cls: 6.0094, loss: 6.0094, grad_norm: 5.1778 2020-10-24 11:08:02,675 - mmaction - INFO - Epoch [51][320/1492] lr: 1.000e-03, eta: 23:26:20, time: 1.077, data_time: 0.015, memory: 5812, loss_cls: 6.0938, loss: 6.0938, grad_norm: 5.2977 2020-10-24 11:08:23,901 - mmaction - INFO - Epoch [51][340/1492] lr: 1.000e-03, eta: 23:25:56, time: 1.064, data_time: 0.008, memory: 5812, loss_cls: 6.1152, loss: 6.1152, grad_norm: 5.2802 2020-10-24 11:08:45,106 - mmaction - INFO - Epoch [51][360/1492] lr: 1.000e-03, eta: 23:25:32, time: 1.065, data_time: 0.009, memory: 5812, loss_cls: 6.1007, loss: 6.1007, grad_norm: 5.2819 2020-10-24 11:09:05,540 - mmaction - INFO - Epoch [51][380/1492] lr: 1.000e-03, eta: 23:25:07, time: 1.013, data_time: 0.004, memory: 5812, loss_cls: 6.0661, loss: 6.0661, grad_norm: 5.2533 2020-10-24 11:09:26,910 - mmaction - INFO - Epoch [51][400/1492] lr: 1.000e-03, eta: 23:24:43, time: 1.073, data_time: 0.010, memory: 5812, loss_cls: 6.0043, loss: 6.0043, grad_norm: 5.1796 2020-10-24 11:09:48,206 - mmaction - INFO - Epoch [51][420/1492] lr: 1.000e-03, eta: 23:24:19, time: 1.067, data_time: 0.006, memory: 5812, loss_cls: 6.0570, loss: 6.0570, grad_norm: 5.2774 2020-10-24 11:10:09,342 - mmaction - INFO - Epoch [51][440/1492] lr: 1.000e-03, eta: 23:23:54, time: 1.054, data_time: 0.005, memory: 5812, loss_cls: 6.1115, loss: 6.1115, grad_norm: 5.2351 2020-10-24 11:10:30,527 - mmaction - INFO - Epoch [51][460/1492] lr: 1.000e-03, eta: 23:23:30, time: 1.064, data_time: 0.006, memory: 5812, loss_cls: 6.0584, loss: 6.0584, grad_norm: 5.2833 2020-10-24 11:10:51,755 - mmaction - INFO - Epoch [51][480/1492] lr: 1.000e-03, eta: 23:23:06, time: 1.061, data_time: 0.001, memory: 5812, loss_cls: 6.0790, loss: 6.0790, grad_norm: 5.2989 2020-10-24 11:11:12,879 - mmaction - INFO - Epoch [51][500/1492] lr: 1.000e-03, eta: 23:22:42, time: 1.049, data_time: 0.001, memory: 5812, loss_cls: 6.1077, loss: 6.1077, grad_norm: 5.2021 2020-10-24 11:11:34,530 - mmaction - INFO - Epoch [51][520/1492] lr: 1.000e-03, eta: 23:22:18, time: 1.090, data_time: 0.010, memory: 5812, loss_cls: 6.0919, loss: 6.0919, grad_norm: 5.3975 2020-10-24 11:11:54,812 - mmaction - INFO - Epoch [51][540/1492] lr: 1.000e-03, eta: 23:21:53, time: 1.012, data_time: 0.003, memory: 5812, loss_cls: 6.0063, loss: 6.0063, grad_norm: 5.2004 2020-10-24 11:12:15,899 - mmaction - INFO - Epoch [51][560/1492] lr: 1.000e-03, eta: 23:21:29, time: 1.057, data_time: 0.005, memory: 5812, loss_cls: 5.9773, loss: 5.9773, grad_norm: 5.2455 2020-10-24 11:12:36,879 - mmaction - INFO - Epoch [51][580/1492] lr: 1.000e-03, eta: 23:21:04, time: 1.048, data_time: 0.002, memory: 5812, loss_cls: 6.0639, loss: 6.0639, grad_norm: 5.2588 2020-10-24 11:12:57,909 - mmaction - INFO - Epoch [51][600/1492] lr: 1.000e-03, eta: 23:20:40, time: 1.052, data_time: 0.003, memory: 5812, loss_cls: 6.1162, loss: 6.1162, grad_norm: 5.3105 2020-10-24 11:13:19,194 - mmaction - INFO - Epoch [51][620/1492] lr: 1.000e-03, eta: 23:20:16, time: 1.063, data_time: 0.004, memory: 5812, loss_cls: 6.1615, loss: 6.1615, grad_norm: 5.2841 2020-10-24 11:13:40,025 - mmaction - INFO - Epoch [51][640/1492] lr: 1.000e-03, eta: 23:19:51, time: 1.043, data_time: 0.003, memory: 5812, loss_cls: 6.0101, loss: 6.0101, grad_norm: 5.2381 2020-10-24 11:14:01,066 - mmaction - INFO - Epoch [51][660/1492] lr: 1.000e-03, eta: 23:19:27, time: 1.048, data_time: 0.001, memory: 5812, loss_cls: 6.0039, loss: 6.0039, grad_norm: 5.2260 2020-10-24 11:14:21,636 - mmaction - INFO - Epoch [51][680/1492] lr: 1.000e-03, eta: 23:19:02, time: 1.030, data_time: 0.005, memory: 5812, loss_cls: 5.9684, loss: 5.9684, grad_norm: 5.1120 2020-10-24 11:14:42,799 - mmaction - INFO - Epoch [51][700/1492] lr: 1.000e-03, eta: 23:18:38, time: 1.052, data_time: 0.006, memory: 5812, loss_cls: 6.0017, loss: 6.0017, grad_norm: 5.2296 2020-10-24 11:15:03,380 - mmaction - INFO - Epoch [51][720/1492] lr: 1.000e-03, eta: 23:18:13, time: 1.036, data_time: 0.009, memory: 5812, loss_cls: 6.1251, loss: 6.1251, grad_norm: 5.3662 2020-10-24 11:15:24,703 - mmaction - INFO - Epoch [51][740/1492] lr: 1.000e-03, eta: 23:17:49, time: 1.062, data_time: 0.003, memory: 5812, loss_cls: 6.0918, loss: 6.0918, grad_norm: 5.2493 2020-10-24 11:15:46,193 - mmaction - INFO - Epoch [51][760/1492] lr: 1.000e-03, eta: 23:17:25, time: 1.077, data_time: 0.009, memory: 5812, loss_cls: 6.0579, loss: 6.0579, grad_norm: 5.2690 2020-10-24 11:16:07,137 - mmaction - INFO - Epoch [51][780/1492] lr: 1.000e-03, eta: 23:17:00, time: 1.047, data_time: 0.004, memory: 5812, loss_cls: 6.0835, loss: 6.0835, grad_norm: 5.3578 2020-10-24 11:16:28,143 - mmaction - INFO - Epoch [51][800/1492] lr: 1.000e-03, eta: 23:16:36, time: 1.054, data_time: 0.006, memory: 5812, loss_cls: 5.9812, loss: 5.9812, grad_norm: 5.3198 2020-10-24 11:16:48,957 - mmaction - INFO - Epoch [51][820/1492] lr: 1.000e-03, eta: 23:16:11, time: 1.035, data_time: 0.001, memory: 5812, loss_cls: 5.9807, loss: 5.9807, grad_norm: 5.3051 2020-10-24 11:17:11,184 - mmaction - INFO - Epoch [51][840/1492] lr: 1.000e-03, eta: 23:15:48, time: 1.117, data_time: 0.008, memory: 5812, loss_cls: 6.1400, loss: 6.1400, grad_norm: 5.3418 2020-10-24 11:17:32,664 - mmaction - INFO - Epoch [51][860/1492] lr: 1.000e-03, eta: 23:15:24, time: 1.065, data_time: 0.002, memory: 5812, loss_cls: 6.1018, loss: 6.1018, grad_norm: 5.2877 2020-10-24 11:17:54,277 - mmaction - INFO - Epoch [51][880/1492] lr: 1.000e-03, eta: 23:15:01, time: 1.083, data_time: 0.014, memory: 5812, loss_cls: 6.1588, loss: 6.1588, grad_norm: 5.4449 2020-10-24 11:18:15,281 - mmaction - INFO - Epoch [51][900/1492] lr: 1.000e-03, eta: 23:14:36, time: 1.049, data_time: 0.011, memory: 5812, loss_cls: 6.1304, loss: 6.1304, grad_norm: 5.4004 2020-10-24 11:18:36,395 - mmaction - INFO - Epoch [51][920/1492] lr: 1.000e-03, eta: 23:14:12, time: 1.055, data_time: 0.009, memory: 5812, loss_cls: 6.1166, loss: 6.1166, grad_norm: 5.3201 2020-10-24 11:18:57,490 - mmaction - INFO - Epoch [51][940/1492] lr: 1.000e-03, eta: 23:13:48, time: 1.063, data_time: 0.010, memory: 5812, loss_cls: 6.0606, loss: 6.0606, grad_norm: 5.2892 2020-10-24 11:19:19,111 - mmaction - INFO - Epoch [51][960/1492] lr: 1.000e-03, eta: 23:13:24, time: 1.071, data_time: 0.002, memory: 5812, loss_cls: 6.0442, loss: 6.0442, grad_norm: 5.2574 2020-10-24 11:19:40,834 - mmaction - INFO - Epoch [51][980/1492] lr: 1.000e-03, eta: 23:13:00, time: 1.096, data_time: 0.011, memory: 5812, loss_cls: 6.0906, loss: 6.0906, grad_norm: 5.2745 2020-10-24 11:20:02,319 - mmaction - INFO - Epoch [51][1000/1492] lr: 1.000e-03, eta: 23:12:36, time: 1.071, data_time: 0.003, memory: 5812, loss_cls: 6.0903, loss: 6.0903, grad_norm: 5.2207 2020-10-24 11:20:23,867 - mmaction - INFO - Epoch [51][1020/1492] lr: 1.000e-03, eta: 23:12:12, time: 1.067, data_time: 0.005, memory: 5812, loss_cls: 6.1693, loss: 6.1693, grad_norm: 5.3330 2020-10-24 11:20:45,940 - mmaction - INFO - Epoch [51][1040/1492] lr: 1.000e-03, eta: 23:11:49, time: 1.113, data_time: 0.014, memory: 5812, loss_cls: 6.0684, loss: 6.0684, grad_norm: 5.3650 2020-10-24 11:21:06,679 - mmaction - INFO - Epoch [51][1060/1492] lr: 1.000e-03, eta: 23:11:25, time: 1.034, data_time: 0.003, memory: 5812, loss_cls: 6.0789, loss: 6.0789, grad_norm: 5.3161 2020-10-24 11:21:28,353 - mmaction - INFO - Epoch [51][1080/1492] lr: 1.000e-03, eta: 23:11:01, time: 1.082, data_time: 0.007, memory: 5812, loss_cls: 6.1258, loss: 6.1258, grad_norm: 5.2809 2020-10-24 11:21:50,350 - mmaction - INFO - Epoch [51][1100/1492] lr: 1.000e-03, eta: 23:10:37, time: 1.105, data_time: 0.008, memory: 5812, loss_cls: 6.0254, loss: 6.0254, grad_norm: 5.2359 2020-10-24 11:22:11,839 - mmaction - INFO - Epoch [51][1120/1492] lr: 1.000e-03, eta: 23:10:14, time: 1.072, data_time: 0.006, memory: 5812, loss_cls: 6.0719, loss: 6.0719, grad_norm: 5.2533 2020-10-24 11:22:33,267 - mmaction - INFO - Epoch [51][1140/1492] lr: 1.000e-03, eta: 23:09:50, time: 1.071, data_time: 0.005, memory: 5812, loss_cls: 6.0382, loss: 6.0382, grad_norm: 5.3515 2020-10-24 11:22:54,956 - mmaction - INFO - Epoch [51][1160/1492] lr: 1.000e-03, eta: 23:09:26, time: 1.082, data_time: 0.006, memory: 5812, loss_cls: 6.1419, loss: 6.1419, grad_norm: 5.3561 2020-10-24 11:23:16,129 - mmaction - INFO - Epoch [51][1180/1492] lr: 1.000e-03, eta: 23:09:02, time: 1.063, data_time: 0.009, memory: 5812, loss_cls: 6.1866, loss: 6.1866, grad_norm: 5.2872 2020-10-24 11:23:37,221 - mmaction - INFO - Epoch [51][1200/1492] lr: 1.000e-03, eta: 23:08:38, time: 1.056, data_time: 0.003, memory: 5812, loss_cls: 6.0109, loss: 6.0109, grad_norm: 5.2015 2020-10-24 11:23:58,041 - mmaction - INFO - Epoch [51][1220/1492] lr: 1.000e-03, eta: 23:08:13, time: 1.041, data_time: 0.001, memory: 5812, loss_cls: 6.0286, loss: 6.0286, grad_norm: 5.2395 2020-10-24 11:24:19,674 - mmaction - INFO - Epoch [51][1240/1492] lr: 1.000e-03, eta: 23:07:49, time: 1.080, data_time: 0.004, memory: 5812, loss_cls: 6.1478, loss: 6.1478, grad_norm: 5.3372 2020-10-24 11:24:40,167 - mmaction - INFO - Epoch [51][1260/1492] lr: 1.000e-03, eta: 23:07:24, time: 1.022, data_time: 0.003, memory: 5812, loss_cls: 5.9853, loss: 5.9853, grad_norm: 5.3714 2020-10-24 11:25:01,708 - mmaction - INFO - Epoch [51][1280/1492] lr: 1.000e-03, eta: 23:07:00, time: 1.075, data_time: 0.007, memory: 5812, loss_cls: 6.0103, loss: 6.0103, grad_norm: 5.2204 2020-10-24 11:25:22,479 - mmaction - INFO - Epoch [51][1300/1492] lr: 1.000e-03, eta: 23:06:36, time: 1.044, data_time: 0.010, memory: 5812, loss_cls: 5.9944, loss: 5.9944, grad_norm: 5.3440 2020-10-24 11:25:44,053 - mmaction - INFO - Epoch [51][1320/1492] lr: 1.000e-03, eta: 23:06:12, time: 1.078, data_time: 0.003, memory: 5812, loss_cls: 6.1234, loss: 6.1234, grad_norm: 5.3855 2020-10-24 11:26:05,716 - mmaction - INFO - Epoch [51][1340/1492] lr: 1.000e-03, eta: 23:05:49, time: 1.084, data_time: 0.004, memory: 5812, loss_cls: 6.0679, loss: 6.0679, grad_norm: 5.2446 2020-10-24 11:26:26,471 - mmaction - INFO - Epoch [51][1360/1492] lr: 1.000e-03, eta: 23:05:24, time: 1.034, data_time: 0.003, memory: 5812, loss_cls: 5.9783, loss: 5.9783, grad_norm: 5.3098 2020-10-24 11:26:48,632 - mmaction - INFO - Epoch [51][1380/1492] lr: 1.000e-03, eta: 23:05:01, time: 1.109, data_time: 0.006, memory: 5812, loss_cls: 6.1309, loss: 6.1309, grad_norm: 5.3617 2020-10-24 11:27:09,411 - mmaction - INFO - Epoch [51][1400/1492] lr: 1.000e-03, eta: 23:04:36, time: 1.042, data_time: 0.014, memory: 5812, loss_cls: 6.0809, loss: 6.0809, grad_norm: 5.3574 2020-10-24 11:27:30,585 - mmaction - INFO - Epoch [51][1420/1492] lr: 1.000e-03, eta: 23:04:12, time: 1.054, data_time: 0.005, memory: 5812, loss_cls: 6.0667, loss: 6.0667, grad_norm: 5.3314 2020-10-24 11:27:52,522 - mmaction - INFO - Epoch [51][1440/1492] lr: 1.000e-03, eta: 23:03:49, time: 1.099, data_time: 0.010, memory: 5812, loss_cls: 6.0572, loss: 6.0572, grad_norm: 5.2868 2020-10-24 11:28:14,165 - mmaction - INFO - Epoch [51][1460/1492] lr: 1.000e-03, eta: 23:03:25, time: 1.080, data_time: 0.006, memory: 5812, loss_cls: 6.1151, loss: 6.1151, grad_norm: 5.3517 2020-10-24 11:28:34,073 - mmaction - INFO - Epoch [51][1480/1492] lr: 1.000e-03, eta: 23:02:59, time: 0.997, data_time: 0.008, memory: 5812, loss_cls: 6.1160, loss: 6.1160, grad_norm: 5.3880 2020-10-24 11:29:20,891 - mmaction - INFO - Epoch [52][20/1492] lr: 1.000e-03, eta: 23:02:22, time: 1.737, data_time: 0.717, memory: 5812, loss_cls: 6.0774, loss: 6.0774, grad_norm: 5.2722 2020-10-24 11:29:42,997 - mmaction - INFO - Epoch [52][40/1492] lr: 1.000e-03, eta: 23:01:58, time: 1.107, data_time: 0.006, memory: 5812, loss_cls: 6.1156, loss: 6.1156, grad_norm: 5.2718 2020-10-24 11:30:03,918 - mmaction - INFO - Epoch [52][60/1492] lr: 1.000e-03, eta: 23:01:34, time: 1.041, data_time: 0.002, memory: 5812, loss_cls: 6.0279, loss: 6.0279, grad_norm: 5.3080 2020-10-24 11:30:24,727 - mmaction - INFO - Epoch [52][80/1492] lr: 1.000e-03, eta: 23:01:09, time: 1.045, data_time: 0.010, memory: 5812, loss_cls: 6.0948, loss: 6.0948, grad_norm: 5.3653 2020-10-24 11:30:46,396 - mmaction - INFO - Epoch [52][100/1492] lr: 1.000e-03, eta: 23:00:46, time: 1.084, data_time: 0.002, memory: 5812, loss_cls: 6.0788, loss: 6.0788, grad_norm: 5.2488 2020-10-24 11:31:07,254 - mmaction - INFO - Epoch [52][120/1492] lr: 1.000e-03, eta: 23:00:21, time: 1.036, data_time: 0.002, memory: 5812, loss_cls: 6.0149, loss: 6.0149, grad_norm: 5.3476 2020-10-24 11:31:28,820 - mmaction - INFO - Epoch [52][140/1492] lr: 1.000e-03, eta: 22:59:58, time: 1.085, data_time: 0.010, memory: 5812, loss_cls: 6.1899, loss: 6.1899, grad_norm: 5.3458 2020-10-24 11:31:50,106 - mmaction - INFO - Epoch [52][160/1492] lr: 1.000e-03, eta: 22:59:33, time: 1.061, data_time: 0.005, memory: 5812, loss_cls: 5.9281, loss: 5.9281, grad_norm: 5.2738 2020-10-24 11:32:10,890 - mmaction - INFO - Epoch [52][180/1492] lr: 1.000e-03, eta: 22:59:09, time: 1.040, data_time: 0.007, memory: 5812, loss_cls: 6.0181, loss: 6.0181, grad_norm: 5.2683 2020-10-24 11:32:32,522 - mmaction - INFO - Epoch [52][200/1492] lr: 1.000e-03, eta: 22:58:45, time: 1.086, data_time: 0.005, memory: 5812, loss_cls: 6.0892, loss: 6.0892, grad_norm: 5.3778 2020-10-24 11:32:53,619 - mmaction - INFO - Epoch [52][220/1492] lr: 1.000e-03, eta: 22:58:21, time: 1.055, data_time: 0.003, memory: 5812, loss_cls: 6.0129, loss: 6.0129, grad_norm: 5.3040 2020-10-24 11:33:14,652 - mmaction - INFO - Epoch [52][240/1492] lr: 1.000e-03, eta: 22:57:57, time: 1.052, data_time: 0.001, memory: 5812, loss_cls: 6.1839, loss: 6.1839, grad_norm: 5.3740 2020-10-24 11:33:36,005 - mmaction - INFO - Epoch [52][260/1492] lr: 1.000e-03, eta: 22:57:33, time: 1.065, data_time: 0.001, memory: 5812, loss_cls: 6.1490, loss: 6.1490, grad_norm: 5.4664 2020-10-24 11:33:58,198 - mmaction - INFO - Epoch [52][280/1492] lr: 1.000e-03, eta: 22:57:10, time: 1.105, data_time: 0.003, memory: 5812, loss_cls: 6.0365, loss: 6.0365, grad_norm: 5.2851 2020-10-24 11:34:19,662 - mmaction - INFO - Epoch [52][300/1492] lr: 1.000e-03, eta: 22:56:46, time: 1.075, data_time: 0.009, memory: 5812, loss_cls: 6.0605, loss: 6.0605, grad_norm: 5.3075 2020-10-24 11:34:40,516 - mmaction - INFO - Epoch [52][320/1492] lr: 1.000e-03, eta: 22:56:21, time: 1.039, data_time: 0.011, memory: 5812, loss_cls: 6.1416, loss: 6.1416, grad_norm: 5.4430 2020-10-24 11:35:01,669 - mmaction - INFO - Epoch [52][340/1492] lr: 1.000e-03, eta: 22:55:57, time: 1.065, data_time: 0.012, memory: 5812, loss_cls: 5.9528, loss: 5.9528, grad_norm: 5.2237 2020-10-24 11:35:22,303 - mmaction - INFO - Epoch [52][360/1492] lr: 1.000e-03, eta: 22:55:32, time: 1.029, data_time: 0.003, memory: 5812, loss_cls: 5.9513, loss: 5.9513, grad_norm: 5.2748 2020-10-24 11:35:43,217 - mmaction - INFO - Epoch [52][380/1492] lr: 1.000e-03, eta: 22:55:08, time: 1.044, data_time: 0.008, memory: 5812, loss_cls: 6.0838, loss: 6.0838, grad_norm: 5.3114 2020-10-24 11:36:04,504 - mmaction - INFO - Epoch [52][400/1492] lr: 1.000e-03, eta: 22:54:44, time: 1.053, data_time: 0.008, memory: 5812, loss_cls: 6.0143, loss: 6.0143, grad_norm: 5.3513 2020-10-24 11:36:25,412 - mmaction - INFO - Epoch [52][420/1492] lr: 1.000e-03, eta: 22:54:20, time: 1.054, data_time: 0.027, memory: 5812, loss_cls: 6.0636, loss: 6.0636, grad_norm: 5.2940 2020-10-24 11:36:46,850 - mmaction - INFO - Epoch [52][440/1492] lr: 1.000e-03, eta: 22:53:56, time: 1.075, data_time: 0.011, memory: 5812, loss_cls: 6.1012, loss: 6.1012, grad_norm: 5.3463 2020-10-24 11:37:07,763 - mmaction - INFO - Epoch [52][460/1492] lr: 1.000e-03, eta: 22:53:31, time: 1.041, data_time: 0.007, memory: 5812, loss_cls: 6.0619, loss: 6.0619, grad_norm: 5.2995 2020-10-24 11:37:28,836 - mmaction - INFO - Epoch [52][480/1492] lr: 1.000e-03, eta: 22:53:07, time: 1.056, data_time: 0.014, memory: 5812, loss_cls: 6.0513, loss: 6.0513, grad_norm: 5.2651 2020-10-24 11:37:49,666 - mmaction - INFO - Epoch [52][500/1492] lr: 1.000e-03, eta: 22:52:43, time: 1.046, data_time: 0.010, memory: 5812, loss_cls: 6.0496, loss: 6.0496, grad_norm: 5.3207 2020-10-24 11:38:11,196 - mmaction - INFO - Epoch [52][520/1492] lr: 1.000e-03, eta: 22:52:19, time: 1.076, data_time: 0.004, memory: 5812, loss_cls: 6.0190, loss: 6.0190, grad_norm: 5.3279 2020-10-24 11:38:32,600 - mmaction - INFO - Epoch [52][540/1492] lr: 1.000e-03, eta: 22:51:55, time: 1.071, data_time: 0.004, memory: 5812, loss_cls: 6.0991, loss: 6.0991, grad_norm: 5.4523 2020-10-24 11:38:52,725 - mmaction - INFO - Epoch [52][560/1492] lr: 1.000e-03, eta: 22:51:30, time: 1.007, data_time: 0.002, memory: 5812, loss_cls: 6.0967, loss: 6.0967, grad_norm: 5.3029 2020-10-24 11:39:13,348 - mmaction - INFO - Epoch [52][580/1492] lr: 1.000e-03, eta: 22:51:05, time: 1.025, data_time: 0.003, memory: 5812, loss_cls: 6.1477, loss: 6.1477, grad_norm: 5.4913 2020-10-24 11:39:34,777 - mmaction - INFO - Epoch [52][600/1492] lr: 1.000e-03, eta: 22:50:41, time: 1.073, data_time: 0.008, memory: 5812, loss_cls: 6.0764, loss: 6.0764, grad_norm: 5.3067 2020-10-24 11:39:56,029 - mmaction - INFO - Epoch [52][620/1492] lr: 1.000e-03, eta: 22:50:17, time: 1.065, data_time: 0.005, memory: 5812, loss_cls: 6.2446, loss: 6.2446, grad_norm: 5.6054 2020-10-24 11:40:17,209 - mmaction - INFO - Epoch [52][640/1492] lr: 1.000e-03, eta: 22:49:53, time: 1.058, data_time: 0.007, memory: 5812, loss_cls: 5.9849, loss: 5.9849, grad_norm: 5.1985 2020-10-24 11:40:37,767 - mmaction - INFO - Epoch [52][660/1492] lr: 1.000e-03, eta: 22:49:29, time: 1.024, data_time: 0.004, memory: 5812, loss_cls: 6.0386, loss: 6.0386, grad_norm: 5.3234 2020-10-24 11:40:59,594 - mmaction - INFO - Epoch [52][680/1492] lr: 1.000e-03, eta: 22:49:05, time: 1.089, data_time: 0.009, memory: 5812, loss_cls: 6.0243, loss: 6.0243, grad_norm: 5.3359 2020-10-24 11:41:20,514 - mmaction - INFO - Epoch [52][700/1492] lr: 1.000e-03, eta: 22:48:41, time: 1.054, data_time: 0.011, memory: 5812, loss_cls: 6.0831, loss: 6.0831, grad_norm: 5.3449 2020-10-24 11:41:41,378 - mmaction - INFO - Epoch [52][720/1492] lr: 1.000e-03, eta: 22:48:16, time: 1.038, data_time: 0.003, memory: 5812, loss_cls: 6.0210, loss: 6.0210, grad_norm: 5.3082 2020-10-24 11:42:02,096 - mmaction - INFO - Epoch [52][740/1492] lr: 1.000e-03, eta: 22:47:52, time: 1.041, data_time: 0.007, memory: 5812, loss_cls: 6.0496, loss: 6.0496, grad_norm: 5.2957 2020-10-24 11:42:23,890 - mmaction - INFO - Epoch [52][760/1492] lr: 1.000e-03, eta: 22:47:28, time: 1.088, data_time: 0.006, memory: 5812, loss_cls: 6.0866, loss: 6.0866, grad_norm: 5.3856 2020-10-24 11:42:45,045 - mmaction - INFO - Epoch [52][780/1492] lr: 1.000e-03, eta: 22:47:04, time: 1.053, data_time: 0.007, memory: 5812, loss_cls: 6.1451, loss: 6.1451, grad_norm: 5.3306 2020-10-24 11:43:06,165 - mmaction - INFO - Epoch [52][800/1492] lr: 1.000e-03, eta: 22:46:40, time: 1.063, data_time: 0.008, memory: 5812, loss_cls: 6.0406, loss: 6.0406, grad_norm: 5.3670 2020-10-24 11:43:27,172 - mmaction - INFO - Epoch [52][820/1492] lr: 1.000e-03, eta: 22:46:16, time: 1.048, data_time: 0.001, memory: 5812, loss_cls: 6.0505, loss: 6.0505, grad_norm: 5.4216 2020-10-24 11:43:48,395 - mmaction - INFO - Epoch [52][840/1492] lr: 1.000e-03, eta: 22:45:52, time: 1.053, data_time: 0.006, memory: 5812, loss_cls: 6.0338, loss: 6.0338, grad_norm: 5.3159 2020-10-24 11:44:09,934 - mmaction - INFO - Epoch [52][860/1492] lr: 1.000e-03, eta: 22:45:28, time: 1.086, data_time: 0.012, memory: 5812, loss_cls: 6.0175, loss: 6.0175, grad_norm: 5.2359 2020-10-24 11:44:30,759 - mmaction - INFO - Epoch [52][880/1492] lr: 1.000e-03, eta: 22:45:04, time: 1.038, data_time: 0.003, memory: 5812, loss_cls: 6.1384, loss: 6.1384, grad_norm: 5.4536 2020-10-24 11:44:51,783 - mmaction - INFO - Epoch [52][900/1492] lr: 1.000e-03, eta: 22:44:39, time: 1.054, data_time: 0.007, memory: 5812, loss_cls: 6.1796, loss: 6.1796, grad_norm: 5.4419 2020-10-24 11:45:13,102 - mmaction - INFO - Epoch [52][920/1492] lr: 1.000e-03, eta: 22:44:15, time: 1.066, data_time: 0.002, memory: 5812, loss_cls: 5.9658, loss: 5.9658, grad_norm: 5.2715 2020-10-24 11:45:33,987 - mmaction - INFO - Epoch [52][940/1492] lr: 1.000e-03, eta: 22:43:51, time: 1.044, data_time: 0.004, memory: 5812, loss_cls: 6.1450, loss: 6.1450, grad_norm: 5.4082 2020-10-24 11:45:54,917 - mmaction - INFO - Epoch [52][960/1492] lr: 1.000e-03, eta: 22:43:27, time: 1.045, data_time: 0.004, memory: 5812, loss_cls: 6.1830, loss: 6.1830, grad_norm: 5.3734 2020-10-24 11:46:15,999 - mmaction - INFO - Epoch [52][980/1492] lr: 1.000e-03, eta: 22:43:03, time: 1.057, data_time: 0.005, memory: 5812, loss_cls: 6.0900, loss: 6.0900, grad_norm: 5.3195 2020-10-24 11:46:37,532 - mmaction - INFO - Epoch [52][1000/1492] lr: 1.000e-03, eta: 22:42:39, time: 1.073, data_time: 0.003, memory: 5812, loss_cls: 6.1517, loss: 6.1517, grad_norm: 5.4459 2020-10-24 11:46:58,902 - mmaction - INFO - Epoch [52][1020/1492] lr: 1.000e-03, eta: 22:42:15, time: 1.070, data_time: 0.006, memory: 5812, loss_cls: 6.0571, loss: 6.0571, grad_norm: 5.3697 2020-10-24 11:47:19,858 - mmaction - INFO - Epoch [52][1040/1492] lr: 1.000e-03, eta: 22:41:51, time: 1.047, data_time: 0.006, memory: 5812, loss_cls: 6.0582, loss: 6.0582, grad_norm: 5.4050 2020-10-24 11:47:40,217 - mmaction - INFO - Epoch [52][1060/1492] lr: 1.000e-03, eta: 22:41:26, time: 1.017, data_time: 0.004, memory: 5812, loss_cls: 5.9515, loss: 5.9515, grad_norm: 5.2706 2020-10-24 11:48:01,482 - mmaction - INFO - Epoch [52][1080/1492] lr: 1.000e-03, eta: 22:41:02, time: 1.066, data_time: 0.005, memory: 5812, loss_cls: 6.0451, loss: 6.0451, grad_norm: 5.2993 2020-10-24 11:48:22,763 - mmaction - INFO - Epoch [52][1100/1492] lr: 1.000e-03, eta: 22:40:38, time: 1.065, data_time: 0.003, memory: 5812, loss_cls: 6.0880, loss: 6.0880, grad_norm: 5.3698 2020-10-24 11:48:43,879 - mmaction - INFO - Epoch [52][1120/1492] lr: 1.000e-03, eta: 22:40:14, time: 1.053, data_time: 0.004, memory: 5812, loss_cls: 6.0325, loss: 6.0325, grad_norm: 5.3577 2020-10-24 11:49:05,219 - mmaction - INFO - Epoch [52][1140/1492] lr: 1.000e-03, eta: 22:39:50, time: 1.070, data_time: 0.005, memory: 5812, loss_cls: 5.9883, loss: 5.9883, grad_norm: 5.3532 2020-10-24 11:49:26,457 - mmaction - INFO - Epoch [52][1160/1492] lr: 1.000e-03, eta: 22:39:26, time: 1.060, data_time: 0.002, memory: 5812, loss_cls: 6.1542, loss: 6.1542, grad_norm: 5.5162 2020-10-24 11:49:47,719 - mmaction - INFO - Epoch [52][1180/1492] lr: 1.000e-03, eta: 22:39:02, time: 1.065, data_time: 0.004, memory: 5812, loss_cls: 6.1415, loss: 6.1415, grad_norm: 5.3898 2020-10-24 11:50:09,090 - mmaction - INFO - Epoch [52][1200/1492] lr: 1.000e-03, eta: 22:38:38, time: 1.066, data_time: 0.001, memory: 5812, loss_cls: 5.9693, loss: 5.9693, grad_norm: 5.2420 2020-10-24 11:50:30,158 - mmaction - INFO - Epoch [52][1220/1492] lr: 1.000e-03, eta: 22:38:14, time: 1.055, data_time: 0.004, memory: 5812, loss_cls: 6.1251, loss: 6.1251, grad_norm: 5.3749 2020-10-24 11:50:51,309 - mmaction - INFO - Epoch [52][1240/1492] lr: 1.000e-03, eta: 22:37:50, time: 1.056, data_time: 0.003, memory: 5812, loss_cls: 6.0307, loss: 6.0307, grad_norm: 5.2874 2020-10-24 11:51:12,081 - mmaction - INFO - Epoch [52][1260/1492] lr: 1.000e-03, eta: 22:37:25, time: 1.027, data_time: 0.003, memory: 5812, loss_cls: 6.0614, loss: 6.0614, grad_norm: 5.2879 2020-10-24 11:51:33,910 - mmaction - INFO - Epoch [52][1280/1492] lr: 1.000e-03, eta: 22:37:02, time: 1.095, data_time: 0.015, memory: 5812, loss_cls: 6.0556, loss: 6.0556, grad_norm: 5.3520 2020-10-24 11:51:54,568 - mmaction - INFO - Epoch [52][1300/1492] lr: 1.000e-03, eta: 22:36:37, time: 1.041, data_time: 0.013, memory: 5812, loss_cls: 6.1308, loss: 6.1308, grad_norm: 5.3438 2020-10-24 11:52:15,533 - mmaction - INFO - Epoch [52][1320/1492] lr: 1.000e-03, eta: 22:36:13, time: 1.047, data_time: 0.006, memory: 5812, loss_cls: 6.0794, loss: 6.0794, grad_norm: 5.2830 2020-10-24 11:52:36,683 - mmaction - INFO - Epoch [52][1340/1492] lr: 1.000e-03, eta: 22:35:49, time: 1.055, data_time: 0.006, memory: 5812, loss_cls: 6.0399, loss: 6.0399, grad_norm: 5.2861 2020-10-24 11:52:57,634 - mmaction - INFO - Epoch [52][1360/1492] lr: 1.000e-03, eta: 22:35:25, time: 1.050, data_time: 0.008, memory: 5812, loss_cls: 6.0163, loss: 6.0163, grad_norm: 5.3502 2020-10-24 11:53:19,036 - mmaction - INFO - Epoch [52][1380/1492] lr: 1.000e-03, eta: 22:35:01, time: 1.063, data_time: 0.004, memory: 5812, loss_cls: 6.0703, loss: 6.0703, grad_norm: 5.3930 2020-10-24 11:53:40,173 - mmaction - INFO - Epoch [52][1400/1492] lr: 1.000e-03, eta: 22:34:37, time: 1.062, data_time: 0.011, memory: 5812, loss_cls: 6.0150, loss: 6.0150, grad_norm: 5.3073 2020-10-24 11:54:01,349 - mmaction - INFO - Epoch [52][1420/1492] lr: 1.000e-03, eta: 22:34:13, time: 1.053, data_time: 0.008, memory: 5812, loss_cls: 6.2063, loss: 6.2063, grad_norm: 5.3934 2020-10-24 11:54:21,720 - mmaction - INFO - Epoch [52][1440/1492] lr: 1.000e-03, eta: 22:33:48, time: 1.028, data_time: 0.019, memory: 5812, loss_cls: 6.0554, loss: 6.0554, grad_norm: 5.3425 2020-10-24 11:54:42,848 - mmaction - INFO - Epoch [52][1460/1492] lr: 1.000e-03, eta: 22:33:24, time: 1.053, data_time: 0.002, memory: 5812, loss_cls: 6.0917, loss: 6.0917, grad_norm: 5.2854 2020-10-24 11:55:04,128 - mmaction - INFO - Epoch [52][1480/1492] lr: 1.000e-03, eta: 22:33:00, time: 1.066, data_time: 0.008, memory: 5812, loss_cls: 5.9391, loss: 5.9391, grad_norm: 5.2553 2020-10-24 11:55:53,899 - mmaction - INFO - Epoch [53][20/1492] lr: 1.000e-03, eta: 22:32:24, time: 1.852, data_time: 1.228, memory: 5812, loss_cls: 6.0658, loss: 6.0658, grad_norm: 5.3378 2020-10-24 11:56:15,585 - mmaction - INFO - Epoch [53][40/1492] lr: 1.000e-03, eta: 22:32:01, time: 1.083, data_time: 0.006, memory: 5812, loss_cls: 5.9960, loss: 5.9960, grad_norm: 5.2461 2020-10-24 11:56:37,485 - mmaction - INFO - Epoch [53][60/1492] lr: 1.000e-03, eta: 22:31:37, time: 1.094, data_time: 0.006, memory: 5812, loss_cls: 6.1331, loss: 6.1331, grad_norm: 5.4669 2020-10-24 11:56:59,276 - mmaction - INFO - Epoch [53][80/1492] lr: 1.000e-03, eta: 22:31:14, time: 1.086, data_time: 0.004, memory: 5812, loss_cls: 6.0141, loss: 6.0141, grad_norm: 5.3911 2020-10-24 11:57:20,302 - mmaction - INFO - Epoch [53][100/1492] lr: 1.000e-03, eta: 22:30:50, time: 1.049, data_time: 0.021, memory: 5812, loss_cls: 6.0065, loss: 6.0065, grad_norm: 5.2774 2020-10-24 11:57:41,487 - mmaction - INFO - Epoch [53][120/1492] lr: 1.000e-03, eta: 22:30:26, time: 1.066, data_time: 0.012, memory: 5812, loss_cls: 6.0324, loss: 6.0324, grad_norm: 5.3091 2020-10-24 11:58:02,664 - mmaction - INFO - Epoch [53][140/1492] lr: 1.000e-03, eta: 22:30:02, time: 1.060, data_time: 0.004, memory: 5812, loss_cls: 6.0453, loss: 6.0453, grad_norm: 5.3197 2020-10-24 11:58:24,243 - mmaction - INFO - Epoch [53][160/1492] lr: 1.000e-03, eta: 22:29:38, time: 1.071, data_time: 0.001, memory: 5812, loss_cls: 6.1052, loss: 6.1052, grad_norm: 5.3978 2020-10-24 11:58:44,741 - mmaction - INFO - Epoch [53][180/1492] lr: 1.000e-03, eta: 22:29:13, time: 1.031, data_time: 0.011, memory: 5812, loss_cls: 5.9306, loss: 5.9306, grad_norm: 5.2880 2020-10-24 11:59:05,412 - mmaction - INFO - Epoch [53][200/1492] lr: 1.000e-03, eta: 22:28:49, time: 1.031, data_time: 0.006, memory: 5812, loss_cls: 6.0382, loss: 6.0382, grad_norm: 5.3554 2020-10-24 11:59:26,563 - mmaction - INFO - Epoch [53][220/1492] lr: 1.000e-03, eta: 22:28:25, time: 1.061, data_time: 0.009, memory: 5812, loss_cls: 6.0083, loss: 6.0083, grad_norm: 5.3537 2020-10-24 11:59:48,056 - mmaction - INFO - Epoch [53][240/1492] lr: 1.000e-03, eta: 22:28:01, time: 1.072, data_time: 0.008, memory: 5812, loss_cls: 6.1540, loss: 6.1540, grad_norm: 5.4520 2020-10-24 12:00:08,580 - mmaction - INFO - Epoch [53][260/1492] lr: 1.000e-03, eta: 22:27:36, time: 1.016, data_time: 0.006, memory: 5812, loss_cls: 6.0427, loss: 6.0427, grad_norm: 5.2953 2020-10-24 12:00:30,429 - mmaction - INFO - Epoch [53][280/1492] lr: 1.000e-03, eta: 22:27:13, time: 1.100, data_time: 0.015, memory: 5812, loss_cls: 6.0293, loss: 6.0293, grad_norm: 5.3885 2020-10-24 12:00:51,806 - mmaction - INFO - Epoch [53][300/1492] lr: 1.000e-03, eta: 22:26:49, time: 1.071, data_time: 0.009, memory: 5812, loss_cls: 6.0437, loss: 6.0437, grad_norm: 5.3414 2020-10-24 12:01:13,300 - mmaction - INFO - Epoch [53][320/1492] lr: 1.000e-03, eta: 22:26:25, time: 1.080, data_time: 0.006, memory: 5812, loss_cls: 6.1042, loss: 6.1042, grad_norm: 5.3462 2020-10-24 12:01:34,066 - mmaction - INFO - Epoch [53][340/1492] lr: 1.000e-03, eta: 22:26:01, time: 1.037, data_time: 0.004, memory: 5812, loss_cls: 6.1470, loss: 6.1470, grad_norm: 5.3851 2020-10-24 12:01:55,324 - mmaction - INFO - Epoch [53][360/1492] lr: 1.000e-03, eta: 22:25:37, time: 1.060, data_time: 0.005, memory: 5812, loss_cls: 5.9077, loss: 5.9077, grad_norm: 5.2967 2020-10-24 12:02:16,266 - mmaction - INFO - Epoch [53][380/1492] lr: 1.000e-03, eta: 22:25:13, time: 1.050, data_time: 0.007, memory: 5812, loss_cls: 6.0877, loss: 6.0877, grad_norm: 5.3720 2020-10-24 12:02:38,127 - mmaction - INFO - Epoch [53][400/1492] lr: 1.000e-03, eta: 22:24:49, time: 1.093, data_time: 0.004, memory: 5812, loss_cls: 6.0758, loss: 6.0758, grad_norm: 5.4273 2020-10-24 12:02:59,595 - mmaction - INFO - Epoch [53][420/1492] lr: 1.000e-03, eta: 22:24:26, time: 1.076, data_time: 0.004, memory: 5812, loss_cls: 6.0122, loss: 6.0122, grad_norm: 5.3519 2020-10-24 12:03:20,434 - mmaction - INFO - Epoch [53][440/1492] lr: 1.000e-03, eta: 22:24:01, time: 1.038, data_time: 0.002, memory: 5812, loss_cls: 6.0486, loss: 6.0486, grad_norm: 5.3435 2020-10-24 12:03:41,507 - mmaction - INFO - Epoch [53][460/1492] lr: 1.000e-03, eta: 22:23:37, time: 1.055, data_time: 0.009, memory: 5812, loss_cls: 6.0365, loss: 6.0365, grad_norm: 5.3641 2020-10-24 12:04:02,106 - mmaction - INFO - Epoch [53][480/1492] lr: 1.000e-03, eta: 22:23:13, time: 1.022, data_time: 0.006, memory: 5812, loss_cls: 6.0076, loss: 6.0076, grad_norm: 5.4125 2020-10-24 12:04:23,169 - mmaction - INFO - Epoch [53][500/1492] lr: 1.000e-03, eta: 22:22:48, time: 1.056, data_time: 0.011, memory: 5812, loss_cls: 6.0129, loss: 6.0129, grad_norm: 5.3061 2020-10-24 12:04:44,535 - mmaction - INFO - Epoch [53][520/1492] lr: 1.000e-03, eta: 22:22:25, time: 1.067, data_time: 0.008, memory: 5812, loss_cls: 6.0215, loss: 6.0215, grad_norm: 5.2812 2020-10-24 12:05:05,905 - mmaction - INFO - Epoch [53][540/1492] lr: 1.000e-03, eta: 22:22:01, time: 1.073, data_time: 0.008, memory: 5812, loss_cls: 6.0196, loss: 6.0196, grad_norm: 5.3316 2020-10-24 12:05:27,420 - mmaction - INFO - Epoch [53][560/1492] lr: 1.000e-03, eta: 22:21:37, time: 1.073, data_time: 0.004, memory: 5812, loss_cls: 6.0951, loss: 6.0951, grad_norm: 5.3707 2020-10-24 12:05:48,660 - mmaction - INFO - Epoch [53][580/1492] lr: 1.000e-03, eta: 22:21:13, time: 1.055, data_time: 0.007, memory: 5812, loss_cls: 6.1676, loss: 6.1676, grad_norm: 5.4214 2020-10-24 12:06:09,596 - mmaction - INFO - Epoch [53][600/1492] lr: 1.000e-03, eta: 22:20:49, time: 1.051, data_time: 0.014, memory: 5812, loss_cls: 6.0895, loss: 6.0895, grad_norm: 5.3290 2020-10-24 12:06:30,888 - mmaction - INFO - Epoch [53][620/1492] lr: 1.000e-03, eta: 22:20:25, time: 1.070, data_time: 0.008, memory: 5812, loss_cls: 6.1615, loss: 6.1615, grad_norm: 5.3801 2020-10-24 12:06:52,377 - mmaction - INFO - Epoch [53][640/1492] lr: 1.000e-03, eta: 22:20:01, time: 1.076, data_time: 0.010, memory: 5812, loss_cls: 6.1230, loss: 6.1230, grad_norm: 5.3430 2020-10-24 12:07:12,062 - mmaction - INFO - Epoch [53][660/1492] lr: 1.000e-03, eta: 22:19:36, time: 0.985, data_time: 0.002, memory: 5812, loss_cls: 5.9841, loss: 5.9841, grad_norm: 5.3664 2020-10-24 12:07:33,020 - mmaction - INFO - Epoch [53][680/1492] lr: 1.000e-03, eta: 22:19:12, time: 1.048, data_time: 0.005, memory: 5812, loss_cls: 6.0027, loss: 6.0027, grad_norm: 5.3427 2020-10-24 12:07:54,773 - mmaction - INFO - Epoch [53][700/1492] lr: 1.000e-03, eta: 22:18:48, time: 1.085, data_time: 0.002, memory: 5812, loss_cls: 6.1262, loss: 6.1262, grad_norm: 5.4487 2020-10-24 12:08:16,022 - mmaction - INFO - Epoch [53][720/1492] lr: 1.000e-03, eta: 22:18:24, time: 1.062, data_time: 0.006, memory: 5812, loss_cls: 6.0803, loss: 6.0803, grad_norm: 5.3614 2020-10-24 12:08:37,438 - mmaction - INFO - Epoch [53][740/1492] lr: 1.000e-03, eta: 22:18:01, time: 1.074, data_time: 0.005, memory: 5812, loss_cls: 6.0779, loss: 6.0779, grad_norm: 5.3559 2020-10-24 12:08:58,683 - mmaction - INFO - Epoch [53][760/1492] lr: 1.000e-03, eta: 22:17:37, time: 1.055, data_time: 0.002, memory: 5812, loss_cls: 6.0780, loss: 6.0780, grad_norm: 5.4477 2020-10-24 12:09:20,094 - mmaction - INFO - Epoch [53][780/1492] lr: 1.000e-03, eta: 22:17:13, time: 1.072, data_time: 0.010, memory: 5812, loss_cls: 6.0762, loss: 6.0762, grad_norm: 5.5479 2020-10-24 12:09:41,534 - mmaction - INFO - Epoch [53][800/1492] lr: 1.000e-03, eta: 22:16:49, time: 1.076, data_time: 0.009, memory: 5812, loss_cls: 6.0800, loss: 6.0800, grad_norm: 5.3531 2020-10-24 12:10:02,997 - mmaction - INFO - Epoch [53][820/1492] lr: 1.000e-03, eta: 22:16:25, time: 1.067, data_time: 0.003, memory: 5812, loss_cls: 6.0278, loss: 6.0278, grad_norm: 5.3439 2020-10-24 12:10:24,029 - mmaction - INFO - Epoch [53][840/1492] lr: 1.000e-03, eta: 22:16:01, time: 1.058, data_time: 0.014, memory: 5812, loss_cls: 6.1263, loss: 6.1263, grad_norm: 5.4359 2020-10-24 12:10:45,994 - mmaction - INFO - Epoch [53][860/1492] lr: 1.000e-03, eta: 22:15:38, time: 1.099, data_time: 0.008, memory: 5812, loss_cls: 6.0404, loss: 6.0404, grad_norm: 5.2986 2020-10-24 12:11:07,322 - mmaction - INFO - Epoch [53][880/1492] lr: 1.000e-03, eta: 22:15:14, time: 1.067, data_time: 0.006, memory: 5812, loss_cls: 6.1338, loss: 6.1338, grad_norm: 5.5415 2020-10-24 12:11:28,806 - mmaction - INFO - Epoch [53][900/1492] lr: 1.000e-03, eta: 22:14:51, time: 1.073, data_time: 0.004, memory: 5812, loss_cls: 5.9784, loss: 5.9784, grad_norm: 5.2755 2020-10-24 12:11:49,810 - mmaction - INFO - Epoch [53][920/1492] lr: 1.000e-03, eta: 22:14:26, time: 1.045, data_time: 0.005, memory: 5812, loss_cls: 6.0750, loss: 6.0750, grad_norm: 5.4686 2020-10-24 12:12:10,319 - mmaction - INFO - Epoch [53][940/1492] lr: 1.000e-03, eta: 22:14:02, time: 1.026, data_time: 0.007, memory: 5812, loss_cls: 6.0462, loss: 6.0462, grad_norm: 5.2976 2020-10-24 12:12:31,011 - mmaction - INFO - Epoch [53][960/1492] lr: 1.000e-03, eta: 22:13:37, time: 1.040, data_time: 0.006, memory: 5812, loss_cls: 6.0955, loss: 6.0955, grad_norm: 5.4732 2020-10-24 12:12:52,727 - mmaction - INFO - Epoch [53][980/1492] lr: 1.000e-03, eta: 22:13:14, time: 1.083, data_time: 0.005, memory: 5812, loss_cls: 6.0099, loss: 6.0099, grad_norm: 5.2937 2020-10-24 12:13:13,941 - mmaction - INFO - Epoch [53][1000/1492] lr: 1.000e-03, eta: 22:12:50, time: 1.063, data_time: 0.006, memory: 5812, loss_cls: 6.0925, loss: 6.0925, grad_norm: 5.4464 2020-10-24 12:13:35,235 - mmaction - INFO - Epoch [53][1020/1492] lr: 1.000e-03, eta: 22:12:26, time: 1.062, data_time: 0.002, memory: 5812, loss_cls: 6.1520, loss: 6.1520, grad_norm: 5.4440 2020-10-24 12:13:56,468 - mmaction - INFO - Epoch [53][1040/1492] lr: 1.000e-03, eta: 22:12:02, time: 1.064, data_time: 0.004, memory: 5812, loss_cls: 6.0520, loss: 6.0520, grad_norm: 5.3938 2020-10-24 12:14:18,304 - mmaction - INFO - Epoch [53][1060/1492] lr: 1.000e-03, eta: 22:11:39, time: 1.088, data_time: 0.002, memory: 5812, loss_cls: 6.0848, loss: 6.0848, grad_norm: 5.4271 2020-10-24 12:14:39,459 - mmaction - INFO - Epoch [53][1080/1492] lr: 1.000e-03, eta: 22:11:15, time: 1.053, data_time: 0.007, memory: 5812, loss_cls: 6.0662, loss: 6.0662, grad_norm: 5.3032 2020-10-24 12:15:00,377 - mmaction - INFO - Epoch [53][1100/1492] lr: 1.000e-03, eta: 22:10:51, time: 1.049, data_time: 0.010, memory: 5812, loss_cls: 6.0982, loss: 6.0982, grad_norm: 5.4624 2020-10-24 12:15:21,854 - mmaction - INFO - Epoch [53][1120/1492] lr: 1.000e-03, eta: 22:10:27, time: 1.075, data_time: 0.010, memory: 5812, loss_cls: 6.0387, loss: 6.0387, grad_norm: 5.3884 2020-10-24 12:15:42,957 - mmaction - INFO - Epoch [53][1140/1492] lr: 1.000e-03, eta: 22:10:03, time: 1.054, data_time: 0.005, memory: 5812, loss_cls: 6.0368, loss: 6.0368, grad_norm: 5.4305 2020-10-24 12:16:04,133 - mmaction - INFO - Epoch [53][1160/1492] lr: 1.000e-03, eta: 22:09:39, time: 1.054, data_time: 0.008, memory: 5812, loss_cls: 6.0409, loss: 6.0409, grad_norm: 5.3349 2020-10-24 12:16:25,403 - mmaction - INFO - Epoch [53][1180/1492] lr: 1.000e-03, eta: 22:09:15, time: 1.073, data_time: 0.012, memory: 5812, loss_cls: 6.0446, loss: 6.0446, grad_norm: 5.3556 2020-10-24 12:16:46,474 - mmaction - INFO - Epoch [53][1200/1492] lr: 1.000e-03, eta: 22:08:51, time: 1.051, data_time: 0.005, memory: 5812, loss_cls: 6.0675, loss: 6.0675, grad_norm: 5.3162 2020-10-24 12:17:07,890 - mmaction - INFO - Epoch [53][1220/1492] lr: 1.000e-03, eta: 22:08:27, time: 1.073, data_time: 0.014, memory: 5812, loss_cls: 6.1293, loss: 6.1293, grad_norm: 5.4109 2020-10-24 12:17:29,252 - mmaction - INFO - Epoch [53][1240/1492] lr: 1.000e-03, eta: 22:08:03, time: 1.060, data_time: 0.005, memory: 5812, loss_cls: 6.0203, loss: 6.0203, grad_norm: 5.3479 2020-10-24 12:17:50,295 - mmaction - INFO - Epoch [53][1260/1492] lr: 1.000e-03, eta: 22:07:39, time: 1.050, data_time: 0.013, memory: 5812, loss_cls: 6.1643, loss: 6.1643, grad_norm: 5.4357 2020-10-24 12:18:11,004 - mmaction - INFO - Epoch [53][1280/1492] lr: 1.000e-03, eta: 22:07:15, time: 1.040, data_time: 0.015, memory: 5812, loss_cls: 6.0980, loss: 6.0980, grad_norm: 5.4616 2020-10-24 12:18:32,444 - mmaction - INFO - Epoch [53][1300/1492] lr: 1.000e-03, eta: 22:06:51, time: 1.073, data_time: 0.009, memory: 5812, loss_cls: 6.1184, loss: 6.1184, grad_norm: 5.3209 2020-10-24 12:18:53,001 - mmaction - INFO - Epoch [53][1320/1492] lr: 1.000e-03, eta: 22:06:27, time: 1.033, data_time: 0.009, memory: 5812, loss_cls: 6.0738, loss: 6.0738, grad_norm: 5.4312 2020-10-24 12:19:14,266 - mmaction - INFO - Epoch [53][1340/1492] lr: 1.000e-03, eta: 22:06:03, time: 1.063, data_time: 0.004, memory: 5812, loss_cls: 6.0787, loss: 6.0787, grad_norm: 5.3090 2020-10-24 12:19:35,488 - mmaction - INFO - Epoch [53][1360/1492] lr: 1.000e-03, eta: 22:05:39, time: 1.050, data_time: 0.002, memory: 5812, loss_cls: 6.1535, loss: 6.1535, grad_norm: 5.4255 2020-10-24 12:19:56,247 - mmaction - INFO - Epoch [53][1380/1492] lr: 1.000e-03, eta: 22:05:15, time: 1.044, data_time: 0.012, memory: 5812, loss_cls: 6.0472, loss: 6.0472, grad_norm: 5.3860 2020-10-24 12:20:17,021 - mmaction - INFO - Epoch [53][1400/1492] lr: 1.000e-03, eta: 22:04:50, time: 1.043, data_time: 0.006, memory: 5812, loss_cls: 6.1626, loss: 6.1626, grad_norm: 5.3652 2020-10-24 12:20:38,609 - mmaction - INFO - Epoch [53][1420/1492] lr: 1.000e-03, eta: 22:04:27, time: 1.075, data_time: 0.002, memory: 5812, loss_cls: 5.8675, loss: 5.8675, grad_norm: 5.3455 2020-10-24 12:20:58,946 - mmaction - INFO - Epoch [53][1440/1492] lr: 1.000e-03, eta: 22:04:02, time: 1.018, data_time: 0.011, memory: 5812, loss_cls: 6.0973, loss: 6.0973, grad_norm: 5.4303 2020-10-24 12:21:20,190 - mmaction - INFO - Epoch [53][1460/1492] lr: 1.000e-03, eta: 22:03:38, time: 1.066, data_time: 0.006, memory: 5812, loss_cls: 6.0020, loss: 6.0020, grad_norm: 5.4345 2020-10-24 12:21:41,585 - mmaction - INFO - Epoch [53][1480/1492] lr: 1.000e-03, eta: 22:03:14, time: 1.061, data_time: 0.003, memory: 5812, loss_cls: 5.9166, loss: 5.9166, grad_norm: 5.3082 2020-10-24 12:23:05,961 - mmaction - INFO - Epoch [54][20/1492] lr: 1.000e-03, eta: 22:02:59, time: 2.971, data_time: 2.308, memory: 5812, loss_cls: 6.1975, loss: 6.1975, grad_norm: 5.4225 2020-10-24 12:23:28,588 - mmaction - INFO - Epoch [54][40/1492] lr: 1.000e-03, eta: 22:02:36, time: 1.135, data_time: 0.257, memory: 5812, loss_cls: 5.9989, loss: 5.9989, grad_norm: 5.3190 2020-10-24 12:23:50,353 - mmaction - INFO - Epoch [54][60/1492] lr: 1.000e-03, eta: 22:02:13, time: 1.085, data_time: 0.002, memory: 5812, loss_cls: 5.9709, loss: 5.9709, grad_norm: 5.3322 2020-10-24 12:24:10,873 - mmaction - INFO - Epoch [54][80/1492] lr: 1.000e-03, eta: 22:01:48, time: 1.028, data_time: 0.006, memory: 5812, loss_cls: 6.0438, loss: 6.0438, grad_norm: 5.3442 2020-10-24 12:24:31,578 - mmaction - INFO - Epoch [54][100/1492] lr: 1.000e-03, eta: 22:01:24, time: 1.038, data_time: 0.038, memory: 5812, loss_cls: 6.0837, loss: 6.0837, grad_norm: 5.4681 2020-10-24 12:24:53,372 - mmaction - INFO - Epoch [54][120/1492] lr: 1.000e-03, eta: 22:01:00, time: 1.081, data_time: 0.254, memory: 5812, loss_cls: 6.1068, loss: 6.1068, grad_norm: 5.2926 2020-10-24 12:25:15,093 - mmaction - INFO - Epoch [54][140/1492] lr: 1.000e-03, eta: 22:00:37, time: 1.086, data_time: 0.395, memory: 5812, loss_cls: 6.0878, loss: 6.0878, grad_norm: 5.3751 2020-10-24 12:25:36,214 - mmaction - INFO - Epoch [54][160/1492] lr: 1.000e-03, eta: 22:00:13, time: 1.052, data_time: 0.417, memory: 5812, loss_cls: 5.9993, loss: 5.9993, grad_norm: 5.2982 2020-10-24 12:25:57,325 - mmaction - INFO - Epoch [54][180/1492] lr: 1.000e-03, eta: 21:59:49, time: 1.065, data_time: 0.439, memory: 5812, loss_cls: 6.0859, loss: 6.0859, grad_norm: 5.3644 2020-10-24 12:26:19,060 - mmaction - INFO - Epoch [54][200/1492] lr: 1.000e-03, eta: 21:59:25, time: 1.085, data_time: 0.455, memory: 5812, loss_cls: 6.0597, loss: 6.0597, grad_norm: 5.3789 2020-10-24 12:26:40,030 - mmaction - INFO - Epoch [54][220/1492] lr: 1.000e-03, eta: 21:59:01, time: 1.049, data_time: 0.410, memory: 5812, loss_cls: 6.1009, loss: 6.1009, grad_norm: 5.4585 2020-10-24 12:27:01,256 - mmaction - INFO - Epoch [54][240/1492] lr: 1.000e-03, eta: 21:58:37, time: 1.067, data_time: 0.473, memory: 5812, loss_cls: 6.1545, loss: 6.1545, grad_norm: 5.4069 2020-10-24 12:27:22,442 - mmaction - INFO - Epoch [54][260/1492] lr: 1.000e-03, eta: 21:58:14, time: 1.059, data_time: 0.400, memory: 5812, loss_cls: 5.9819, loss: 5.9819, grad_norm: 5.3423 2020-10-24 12:27:43,934 - mmaction - INFO - Epoch [54][280/1492] lr: 1.000e-03, eta: 21:57:50, time: 1.074, data_time: 0.476, memory: 5812, loss_cls: 5.9829, loss: 5.9829, grad_norm: 5.4106 2020-10-24 12:28:05,066 - mmaction - INFO - Epoch [54][300/1492] lr: 1.000e-03, eta: 21:57:26, time: 1.047, data_time: 0.418, memory: 5812, loss_cls: 5.9936, loss: 5.9936, grad_norm: 5.3390 2020-10-24 12:28:26,724 - mmaction - INFO - Epoch [54][320/1492] lr: 1.000e-03, eta: 21:57:02, time: 1.091, data_time: 0.148, memory: 5812, loss_cls: 6.0327, loss: 6.0327, grad_norm: 5.4144 2020-10-24 12:28:47,899 - mmaction - INFO - Epoch [54][340/1492] lr: 1.000e-03, eta: 21:56:38, time: 1.054, data_time: 0.020, memory: 5812, loss_cls: 5.9916, loss: 5.9916, grad_norm: 5.2953 2020-10-24 12:29:08,400 - mmaction - INFO - Epoch [54][360/1492] lr: 1.000e-03, eta: 21:56:14, time: 1.026, data_time: 0.025, memory: 5812, loss_cls: 6.0164, loss: 6.0164, grad_norm: 5.3752 2020-10-24 12:29:29,010 - mmaction - INFO - Epoch [54][380/1492] lr: 1.000e-03, eta: 21:55:50, time: 1.035, data_time: 0.007, memory: 5812, loss_cls: 6.0387, loss: 6.0387, grad_norm: 5.3822 2020-10-24 12:29:50,058 - mmaction - INFO - Epoch [54][400/1492] lr: 1.000e-03, eta: 21:55:25, time: 1.051, data_time: 0.004, memory: 5812, loss_cls: 6.0197, loss: 6.0197, grad_norm: 5.3976 2020-10-24 12:30:10,689 - mmaction - INFO - Epoch [54][420/1492] lr: 1.000e-03, eta: 21:55:01, time: 1.030, data_time: 0.007, memory: 5812, loss_cls: 6.1629, loss: 6.1629, grad_norm: 5.4835 2020-10-24 12:30:31,854 - mmaction - INFO - Epoch [54][440/1492] lr: 1.000e-03, eta: 21:54:37, time: 1.057, data_time: 0.005, memory: 5812, loss_cls: 5.9015, loss: 5.9015, grad_norm: 5.3870 2020-10-24 12:30:52,632 - mmaction - INFO - Epoch [54][460/1492] lr: 1.000e-03, eta: 21:54:13, time: 1.042, data_time: 0.008, memory: 5812, loss_cls: 6.1006, loss: 6.1006, grad_norm: 5.4597 2020-10-24 12:31:13,618 - mmaction - INFO - Epoch [54][480/1492] lr: 1.000e-03, eta: 21:53:49, time: 1.051, data_time: 0.006, memory: 5812, loss_cls: 6.1405, loss: 6.1405, grad_norm: 5.4688 2020-10-24 12:31:34,683 - mmaction - INFO - Epoch [54][500/1492] lr: 1.000e-03, eta: 21:53:25, time: 1.043, data_time: 0.004, memory: 5812, loss_cls: 6.0872, loss: 6.0872, grad_norm: 5.3478 2020-10-24 12:31:55,583 - mmaction - INFO - Epoch [54][520/1492] lr: 1.000e-03, eta: 21:53:01, time: 1.055, data_time: 0.015, memory: 5812, loss_cls: 6.1057, loss: 6.1057, grad_norm: 5.4517 2020-10-24 12:32:16,647 - mmaction - INFO - Epoch [54][540/1492] lr: 1.000e-03, eta: 21:52:37, time: 1.050, data_time: 0.007, memory: 5812, loss_cls: 6.1413, loss: 6.1413, grad_norm: 5.3926 2020-10-24 12:32:37,475 - mmaction - INFO - Epoch [54][560/1492] lr: 1.000e-03, eta: 21:52:12, time: 1.041, data_time: 0.009, memory: 5812, loss_cls: 6.0129, loss: 6.0129, grad_norm: 5.4111 2020-10-24 12:32:59,028 - mmaction - INFO - Epoch [54][580/1492] lr: 1.000e-03, eta: 21:51:49, time: 1.081, data_time: 0.009, memory: 5812, loss_cls: 6.1244, loss: 6.1244, grad_norm: 5.3902 2020-10-24 12:33:19,491 - mmaction - INFO - Epoch [54][600/1492] lr: 1.000e-03, eta: 21:51:24, time: 1.021, data_time: 0.003, memory: 5812, loss_cls: 6.0765, loss: 6.0765, grad_norm: 5.4047 2020-10-24 12:33:40,581 - mmaction - INFO - Epoch [54][620/1492] lr: 1.000e-03, eta: 21:51:00, time: 1.050, data_time: 0.003, memory: 5812, loss_cls: 5.9444, loss: 5.9444, grad_norm: 5.3751 2020-10-24 12:34:01,431 - mmaction - INFO - Epoch [54][640/1492] lr: 1.000e-03, eta: 21:50:36, time: 1.043, data_time: 0.008, memory: 5812, loss_cls: 5.9672, loss: 5.9672, grad_norm: 5.3306 2020-10-24 12:34:22,088 - mmaction - INFO - Epoch [54][660/1492] lr: 1.000e-03, eta: 21:50:12, time: 1.036, data_time: 0.009, memory: 5812, loss_cls: 5.9387, loss: 5.9387, grad_norm: 5.4055 2020-10-24 12:34:42,665 - mmaction - INFO - Epoch [54][680/1492] lr: 1.000e-03, eta: 21:49:47, time: 1.028, data_time: 0.006, memory: 5812, loss_cls: 6.1520, loss: 6.1520, grad_norm: 5.4677 2020-10-24 12:35:03,582 - mmaction - INFO - Epoch [54][700/1492] lr: 1.000e-03, eta: 21:49:23, time: 1.046, data_time: 0.004, memory: 5812, loss_cls: 6.0437, loss: 6.0437, grad_norm: 5.5151 2020-10-24 12:35:24,691 - mmaction - INFO - Epoch [54][720/1492] lr: 1.000e-03, eta: 21:48:59, time: 1.057, data_time: 0.009, memory: 5812, loss_cls: 6.0681, loss: 6.0681, grad_norm: 5.4164 2020-10-24 12:35:45,331 - mmaction - INFO - Epoch [54][740/1492] lr: 1.000e-03, eta: 21:48:35, time: 1.029, data_time: 0.006, memory: 5812, loss_cls: 6.1028, loss: 6.1028, grad_norm: 5.4864 2020-10-24 12:36:06,551 - mmaction - INFO - Epoch [54][760/1492] lr: 1.000e-03, eta: 21:48:11, time: 1.063, data_time: 0.010, memory: 5812, loss_cls: 5.9424, loss: 5.9424, grad_norm: 5.3726 2020-10-24 12:36:27,415 - mmaction - INFO - Epoch [54][780/1492] lr: 1.000e-03, eta: 21:47:47, time: 1.045, data_time: 0.005, memory: 5812, loss_cls: 5.9719, loss: 5.9719, grad_norm: 5.2995 2020-10-24 12:36:48,449 - mmaction - INFO - Epoch [54][800/1492] lr: 1.000e-03, eta: 21:47:23, time: 1.047, data_time: 0.002, memory: 5812, loss_cls: 6.0381, loss: 6.0381, grad_norm: 5.5012 2020-10-24 12:37:08,761 - mmaction - INFO - Epoch [54][820/1492] lr: 1.000e-03, eta: 21:46:58, time: 1.021, data_time: 0.011, memory: 5812, loss_cls: 5.9989, loss: 5.9989, grad_norm: 5.3993 2020-10-24 12:37:30,234 - mmaction - INFO - Epoch [54][840/1492] lr: 1.000e-03, eta: 21:46:35, time: 1.072, data_time: 0.003, memory: 5812, loss_cls: 6.0301, loss: 6.0301, grad_norm: 5.4316 2020-10-24 12:37:51,412 - mmaction - INFO - Epoch [54][860/1492] lr: 1.000e-03, eta: 21:46:11, time: 1.052, data_time: 0.005, memory: 5812, loss_cls: 6.2235, loss: 6.2235, grad_norm: 5.4593 2020-10-24 12:38:12,443 - mmaction - INFO - Epoch [54][880/1492] lr: 1.000e-03, eta: 21:45:47, time: 1.060, data_time: 0.014, memory: 5812, loss_cls: 6.0904, loss: 6.0904, grad_norm: 5.5135 2020-10-24 12:38:32,736 - mmaction - INFO - Epoch [54][900/1492] lr: 1.000e-03, eta: 21:45:22, time: 1.012, data_time: 0.003, memory: 5812, loss_cls: 6.0004, loss: 6.0004, grad_norm: 5.3820 2020-10-24 12:38:54,226 - mmaction - INFO - Epoch [54][920/1492] lr: 1.000e-03, eta: 21:44:58, time: 1.072, data_time: 0.006, memory: 5812, loss_cls: 6.0865, loss: 6.0865, grad_norm: 5.3800 2020-10-24 12:39:15,199 - mmaction - INFO - Epoch [54][940/1492] lr: 1.000e-03, eta: 21:44:34, time: 1.053, data_time: 0.010, memory: 5812, loss_cls: 6.0862, loss: 6.0862, grad_norm: 5.4828 2020-10-24 12:39:35,266 - mmaction - INFO - Epoch [54][960/1492] lr: 1.000e-03, eta: 21:44:09, time: 1.001, data_time: 0.004, memory: 5812, loss_cls: 6.1163, loss: 6.1163, grad_norm: 5.4079 2020-10-24 12:39:55,686 - mmaction - INFO - Epoch [54][980/1492] lr: 1.000e-03, eta: 21:43:45, time: 1.026, data_time: 0.007, memory: 5812, loss_cls: 6.0906, loss: 6.0906, grad_norm: 5.3888 2020-10-24 12:40:16,828 - mmaction - INFO - Epoch [54][1000/1492] lr: 1.000e-03, eta: 21:43:21, time: 1.052, data_time: 0.002, memory: 5812, loss_cls: 6.1064, loss: 6.1064, grad_norm: 5.4401 2020-10-24 12:40:37,558 - mmaction - INFO - Epoch [54][1020/1492] lr: 1.000e-03, eta: 21:42:57, time: 1.031, data_time: 0.005, memory: 5812, loss_cls: 6.0652, loss: 6.0652, grad_norm: 5.4714 2020-10-24 12:40:57,909 - mmaction - INFO - Epoch [54][1040/1492] lr: 1.000e-03, eta: 21:42:32, time: 1.026, data_time: 0.011, memory: 5812, loss_cls: 5.9919, loss: 5.9919, grad_norm: 5.3635 2020-10-24 12:41:19,114 - mmaction - INFO - Epoch [54][1060/1492] lr: 1.000e-03, eta: 21:42:08, time: 1.058, data_time: 0.003, memory: 5812, loss_cls: 6.1091, loss: 6.1091, grad_norm: 5.4935 2020-10-24 12:41:39,974 - mmaction - INFO - Epoch [54][1080/1492] lr: 1.000e-03, eta: 21:41:44, time: 1.046, data_time: 0.006, memory: 5812, loss_cls: 5.9886, loss: 5.9886, grad_norm: 5.3565 2020-10-24 12:42:01,222 - mmaction - INFO - Epoch [54][1100/1492] lr: 1.000e-03, eta: 21:41:20, time: 1.061, data_time: 0.002, memory: 5812, loss_cls: 5.9888, loss: 5.9888, grad_norm: 5.3976 2020-10-24 12:42:21,686 - mmaction - INFO - Epoch [54][1120/1492] lr: 1.000e-03, eta: 21:40:56, time: 1.020, data_time: 0.004, memory: 5812, loss_cls: 6.1214, loss: 6.1214, grad_norm: 5.4928 2020-10-24 12:42:42,464 - mmaction - INFO - Epoch [54][1140/1492] lr: 1.000e-03, eta: 21:40:32, time: 1.040, data_time: 0.009, memory: 5812, loss_cls: 6.0861, loss: 6.0861, grad_norm: 5.3648 2020-10-24 12:43:03,435 - mmaction - INFO - Epoch [54][1160/1492] lr: 1.000e-03, eta: 21:40:08, time: 1.047, data_time: 0.087, memory: 5812, loss_cls: 6.0814, loss: 6.0814, grad_norm: 5.3935 2020-10-24 12:43:24,887 - mmaction - INFO - Epoch [54][1180/1492] lr: 1.000e-03, eta: 21:39:44, time: 1.077, data_time: 0.249, memory: 5812, loss_cls: 6.0362, loss: 6.0362, grad_norm: 5.3923 2020-10-24 12:43:46,169 - mmaction - INFO - Epoch [54][1200/1492] lr: 1.000e-03, eta: 21:39:20, time: 1.062, data_time: 0.474, memory: 5812, loss_cls: 5.9834, loss: 5.9834, grad_norm: 5.3916 2020-10-24 12:44:08,015 - mmaction - INFO - Epoch [54][1220/1492] lr: 1.000e-03, eta: 21:38:57, time: 1.094, data_time: 0.524, memory: 5812, loss_cls: 5.9844, loss: 5.9844, grad_norm: 5.3919 2020-10-24 12:44:29,136 - mmaction - INFO - Epoch [54][1240/1492] lr: 1.000e-03, eta: 21:38:33, time: 1.057, data_time: 0.456, memory: 5812, loss_cls: 6.2101, loss: 6.2101, grad_norm: 5.4130 2020-10-24 12:44:50,308 - mmaction - INFO - Epoch [54][1260/1492] lr: 1.000e-03, eta: 21:38:09, time: 1.056, data_time: 0.448, memory: 5812, loss_cls: 6.0436, loss: 6.0436, grad_norm: 5.3817 2020-10-24 12:45:10,881 - mmaction - INFO - Epoch [54][1280/1492] lr: 1.000e-03, eta: 21:37:45, time: 1.024, data_time: 0.408, memory: 5812, loss_cls: 6.0476, loss: 6.0476, grad_norm: 5.4137 2020-10-24 12:45:32,052 - mmaction - INFO - Epoch [54][1300/1492] lr: 1.000e-03, eta: 21:37:21, time: 1.065, data_time: 0.453, memory: 5812, loss_cls: 6.0643, loss: 6.0643, grad_norm: 5.4495 2020-10-24 12:45:52,632 - mmaction - INFO - Epoch [54][1320/1492] lr: 1.000e-03, eta: 21:36:57, time: 1.026, data_time: 0.432, memory: 5812, loss_cls: 5.9683, loss: 5.9683, grad_norm: 5.4271 2020-10-24 12:46:13,280 - mmaction - INFO - Epoch [54][1340/1492] lr: 1.000e-03, eta: 21:36:32, time: 1.031, data_time: 0.443, memory: 5812, loss_cls: 6.0157, loss: 6.0157, grad_norm: 5.3857 2020-10-24 12:46:34,163 - mmaction - INFO - Epoch [54][1360/1492] lr: 1.000e-03, eta: 21:36:08, time: 1.049, data_time: 0.456, memory: 5812, loss_cls: 6.1205, loss: 6.1205, grad_norm: 5.4172 2020-10-24 12:46:54,785 - mmaction - INFO - Epoch [54][1380/1492] lr: 1.000e-03, eta: 21:35:44, time: 1.025, data_time: 0.429, memory: 5812, loss_cls: 6.1459, loss: 6.1459, grad_norm: 5.4550 2020-10-24 12:47:15,467 - mmaction - INFO - Epoch [54][1400/1492] lr: 1.000e-03, eta: 21:35:20, time: 1.039, data_time: 0.459, memory: 5812, loss_cls: 6.0987, loss: 6.0987, grad_norm: 5.4662 2020-10-24 12:47:36,902 - mmaction - INFO - Epoch [54][1420/1492] lr: 1.000e-03, eta: 21:34:56, time: 1.067, data_time: 0.459, memory: 5812, loss_cls: 6.1118, loss: 6.1118, grad_norm: 5.4043 2020-10-24 12:47:57,890 - mmaction - INFO - Epoch [54][1440/1492] lr: 1.000e-03, eta: 21:34:32, time: 1.042, data_time: 0.444, memory: 5812, loss_cls: 6.0147, loss: 6.0147, grad_norm: 5.4214 2020-10-24 12:48:19,017 - mmaction - INFO - Epoch [54][1460/1492] lr: 1.000e-03, eta: 21:34:08, time: 1.070, data_time: 0.478, memory: 5812, loss_cls: 6.0462, loss: 6.0462, grad_norm: 5.3123 2020-10-24 12:48:39,361 - mmaction - INFO - Epoch [54][1480/1492] lr: 1.000e-03, eta: 21:33:43, time: 1.015, data_time: 0.427, memory: 5812, loss_cls: 5.9923, loss: 5.9923, grad_norm: 5.2963 2020-10-24 12:49:30,583 - mmaction - INFO - Epoch [55][20/1492] lr: 1.000e-03, eta: 21:33:08, time: 1.878, data_time: 1.186, memory: 5812, loss_cls: 5.9642, loss: 5.9642, grad_norm: 5.5248 2020-10-24 12:49:54,105 - mmaction - INFO - Epoch [55][40/1492] lr: 1.000e-03, eta: 21:32:47, time: 1.177, data_time: 0.122, memory: 5812, loss_cls: 6.0332, loss: 6.0332, grad_norm: 5.5329 2020-10-24 12:50:16,332 - mmaction - INFO - Epoch [55][60/1492] lr: 1.000e-03, eta: 21:32:24, time: 1.115, data_time: 0.005, memory: 5812, loss_cls: 6.0579, loss: 6.0579, grad_norm: 5.4973 2020-10-24 12:50:37,782 - mmaction - INFO - Epoch [55][80/1492] lr: 1.000e-03, eta: 21:32:00, time: 1.073, data_time: 0.002, memory: 5812, loss_cls: 6.0906, loss: 6.0906, grad_norm: 5.5315 2020-10-24 12:50:59,418 - mmaction - INFO - Epoch [55][100/1492] lr: 1.000e-03, eta: 21:31:37, time: 1.076, data_time: 0.002, memory: 5812, loss_cls: 6.0132, loss: 6.0132, grad_norm: 5.4060 2020-10-24 12:51:21,207 - mmaction - INFO - Epoch [55][120/1492] lr: 1.000e-03, eta: 21:31:13, time: 1.091, data_time: 0.009, memory: 5812, loss_cls: 6.0419, loss: 6.0419, grad_norm: 5.4576 2020-10-24 12:51:42,116 - mmaction - INFO - Epoch [55][140/1492] lr: 1.000e-03, eta: 21:30:49, time: 1.044, data_time: 0.007, memory: 5812, loss_cls: 6.0945, loss: 6.0945, grad_norm: 5.4410 2020-10-24 12:52:03,277 - mmaction - INFO - Epoch [55][160/1492] lr: 1.000e-03, eta: 21:30:25, time: 1.059, data_time: 0.009, memory: 5812, loss_cls: 6.1015, loss: 6.1015, grad_norm: 5.4272 2020-10-24 12:52:24,313 - mmaction - INFO - Epoch [55][180/1492] lr: 1.000e-03, eta: 21:30:01, time: 1.051, data_time: 0.006, memory: 5812, loss_cls: 6.1051, loss: 6.1051, grad_norm: 5.5473 2020-10-24 12:52:45,911 - mmaction - INFO - Epoch [55][200/1492] lr: 1.000e-03, eta: 21:29:38, time: 1.080, data_time: 0.006, memory: 5812, loss_cls: 6.0497, loss: 6.0497, grad_norm: 5.4771 2020-10-24 12:53:07,013 - mmaction - INFO - Epoch [55][220/1492] lr: 1.000e-03, eta: 21:29:14, time: 1.052, data_time: 0.006, memory: 5812, loss_cls: 6.1228, loss: 6.1228, grad_norm: 5.6012 2020-10-24 12:53:27,828 - mmaction - INFO - Epoch [55][240/1492] lr: 1.000e-03, eta: 21:28:50, time: 1.042, data_time: 0.009, memory: 5812, loss_cls: 5.9841, loss: 5.9841, grad_norm: 5.3301 2020-10-24 12:53:49,508 - mmaction - INFO - Epoch [55][260/1492] lr: 1.000e-03, eta: 21:28:26, time: 1.083, data_time: 0.008, memory: 5812, loss_cls: 6.0063, loss: 6.0063, grad_norm: 5.4681 2020-10-24 12:54:10,375 - mmaction - INFO - Epoch [55][280/1492] lr: 1.000e-03, eta: 21:28:02, time: 1.046, data_time: 0.018, memory: 5812, loss_cls: 6.0914, loss: 6.0914, grad_norm: 5.5075 2020-10-24 12:54:31,498 - mmaction - INFO - Epoch [55][300/1492] lr: 1.000e-03, eta: 21:27:39, time: 1.058, data_time: 0.008, memory: 5812, loss_cls: 6.0821, loss: 6.0821, grad_norm: 5.4001 2020-10-24 12:54:53,332 - mmaction - INFO - Epoch [55][320/1492] lr: 1.000e-03, eta: 21:27:15, time: 1.087, data_time: 0.005, memory: 5812, loss_cls: 5.9706, loss: 5.9706, grad_norm: 5.4086 2020-10-24 12:55:14,071 - mmaction - INFO - Epoch [55][340/1492] lr: 1.000e-03, eta: 21:26:51, time: 1.032, data_time: 0.008, memory: 5812, loss_cls: 6.0258, loss: 6.0258, grad_norm: 5.4682 2020-10-24 12:55:35,098 - mmaction - INFO - Epoch [55][360/1492] lr: 1.000e-03, eta: 21:26:27, time: 1.054, data_time: 0.016, memory: 5812, loss_cls: 6.0745, loss: 6.0745, grad_norm: 5.4472 2020-10-24 12:55:56,615 - mmaction - INFO - Epoch [55][380/1492] lr: 1.000e-03, eta: 21:26:04, time: 1.075, data_time: 0.010, memory: 5812, loss_cls: 6.1448, loss: 6.1448, grad_norm: 5.5313 2020-10-24 12:56:18,095 - mmaction - INFO - Epoch [55][400/1492] lr: 1.000e-03, eta: 21:25:40, time: 1.080, data_time: 0.011, memory: 5812, loss_cls: 6.0222, loss: 6.0222, grad_norm: 5.4788 2020-10-24 12:56:39,520 - mmaction - INFO - Epoch [55][420/1492] lr: 1.000e-03, eta: 21:25:16, time: 1.067, data_time: 0.005, memory: 5812, loss_cls: 6.1589, loss: 6.1589, grad_norm: 5.6054 2020-10-24 12:57:00,588 - mmaction - INFO - Epoch [55][440/1492] lr: 1.000e-03, eta: 21:24:52, time: 1.054, data_time: 0.008, memory: 5812, loss_cls: 6.0565, loss: 6.0565, grad_norm: 5.4591 2020-10-24 12:57:21,643 - mmaction - INFO - Epoch [55][460/1492] lr: 1.000e-03, eta: 21:24:29, time: 1.053, data_time: 0.010, memory: 5812, loss_cls: 6.0313, loss: 6.0313, grad_norm: 5.3662 2020-10-24 12:57:43,026 - mmaction - INFO - Epoch [55][480/1492] lr: 1.000e-03, eta: 21:24:05, time: 1.071, data_time: 0.009, memory: 5812, loss_cls: 5.9884, loss: 5.9884, grad_norm: 5.4365 2020-10-24 12:58:04,542 - mmaction - INFO - Epoch [55][500/1492] lr: 1.000e-03, eta: 21:23:41, time: 1.070, data_time: 0.008, memory: 5812, loss_cls: 5.9715, loss: 5.9715, grad_norm: 5.4505 2020-10-24 12:58:25,690 - mmaction - INFO - Epoch [55][520/1492] lr: 1.000e-03, eta: 21:23:18, time: 1.066, data_time: 0.011, memory: 5812, loss_cls: 6.0302, loss: 6.0302, grad_norm: 5.3858 2020-10-24 12:58:47,264 - mmaction - INFO - Epoch [55][540/1492] lr: 1.000e-03, eta: 21:22:54, time: 1.074, data_time: 0.011, memory: 5812, loss_cls: 6.0613, loss: 6.0613, grad_norm: 5.5094 2020-10-24 12:59:09,071 - mmaction - INFO - Epoch [55][560/1492] lr: 1.000e-03, eta: 21:22:31, time: 1.084, data_time: 0.007, memory: 5812, loss_cls: 6.0435, loss: 6.0435, grad_norm: 5.4490 2020-10-24 12:59:30,023 - mmaction - INFO - Epoch [55][580/1492] lr: 1.000e-03, eta: 21:22:07, time: 1.054, data_time: 0.013, memory: 5812, loss_cls: 5.9827, loss: 5.9827, grad_norm: 5.4659 2020-10-24 12:59:50,892 - mmaction - INFO - Epoch [55][600/1492] lr: 1.000e-03, eta: 21:21:43, time: 1.042, data_time: 0.006, memory: 5812, loss_cls: 5.9064, loss: 5.9064, grad_norm: 5.3835 2020-10-24 13:00:12,139 - mmaction - INFO - Epoch [55][620/1492] lr: 1.000e-03, eta: 21:21:19, time: 1.063, data_time: 0.013, memory: 5812, loss_cls: 6.0474, loss: 6.0474, grad_norm: 5.4969 2020-10-24 13:00:33,082 - mmaction - INFO - Epoch [55][640/1492] lr: 1.000e-03, eta: 21:20:55, time: 1.048, data_time: 0.007, memory: 5812, loss_cls: 6.1526, loss: 6.1526, grad_norm: 5.4175 2020-10-24 13:00:54,057 - mmaction - INFO - Epoch [55][660/1492] lr: 1.000e-03, eta: 21:20:31, time: 1.047, data_time: 0.007, memory: 5812, loss_cls: 5.9692, loss: 5.9692, grad_norm: 5.3507 2020-10-24 13:01:15,980 - mmaction - INFO - Epoch [55][680/1492] lr: 1.000e-03, eta: 21:20:08, time: 1.094, data_time: 0.009, memory: 5812, loss_cls: 6.0637, loss: 6.0637, grad_norm: 5.4660 2020-10-24 13:01:36,775 - mmaction - INFO - Epoch [55][700/1492] lr: 1.000e-03, eta: 21:19:44, time: 1.043, data_time: 0.012, memory: 5812, loss_cls: 6.1617, loss: 6.1617, grad_norm: 5.5738 2020-10-24 13:01:58,275 - mmaction - INFO - Epoch [55][720/1492] lr: 1.000e-03, eta: 21:19:20, time: 1.074, data_time: 0.007, memory: 5812, loss_cls: 5.9811, loss: 5.9811, grad_norm: 5.4083 2020-10-24 13:02:19,481 - mmaction - INFO - Epoch [55][740/1492] lr: 1.000e-03, eta: 21:18:56, time: 1.057, data_time: 0.007, memory: 5812, loss_cls: 6.0323, loss: 6.0323, grad_norm: 5.3836 2020-10-24 13:02:40,082 - mmaction - INFO - Epoch [55][760/1492] lr: 1.000e-03, eta: 21:18:32, time: 1.036, data_time: 0.013, memory: 5812, loss_cls: 6.0664, loss: 6.0664, grad_norm: 5.5732 2020-10-24 13:03:01,261 - mmaction - INFO - Epoch [55][780/1492] lr: 1.000e-03, eta: 21:18:08, time: 1.062, data_time: 0.007, memory: 5812, loss_cls: 6.0622, loss: 6.0622, grad_norm: 5.5667 2020-10-24 13:03:23,186 - mmaction - INFO - Epoch [55][800/1492] lr: 1.000e-03, eta: 21:17:45, time: 1.098, data_time: 0.003, memory: 5812, loss_cls: 6.0379, loss: 6.0379, grad_norm: 5.4973 2020-10-24 13:03:44,329 - mmaction - INFO - Epoch [55][820/1492] lr: 1.000e-03, eta: 21:17:21, time: 1.051, data_time: 0.001, memory: 5812, loss_cls: 6.0494, loss: 6.0494, grad_norm: 5.4379 2020-10-24 13:04:05,633 - mmaction - INFO - Epoch [55][840/1492] lr: 1.000e-03, eta: 21:16:58, time: 1.064, data_time: 0.008, memory: 5812, loss_cls: 6.0380, loss: 6.0380, grad_norm: 5.4077 2020-10-24 13:04:27,459 - mmaction - INFO - Epoch [55][860/1492] lr: 1.000e-03, eta: 21:16:34, time: 1.097, data_time: 0.008, memory: 5812, loss_cls: 6.0481, loss: 6.0481, grad_norm: 5.4526 2020-10-24 13:04:48,633 - mmaction - INFO - Epoch [55][880/1492] lr: 1.000e-03, eta: 21:16:11, time: 1.060, data_time: 0.007, memory: 5812, loss_cls: 6.0296, loss: 6.0296, grad_norm: 5.3896 2020-10-24 13:05:09,702 - mmaction - INFO - Epoch [55][900/1492] lr: 1.000e-03, eta: 21:15:47, time: 1.047, data_time: 0.004, memory: 5812, loss_cls: 6.0840, loss: 6.0840, grad_norm: 5.4748 2020-10-24 13:05:30,596 - mmaction - INFO - Epoch [55][920/1492] lr: 1.000e-03, eta: 21:15:23, time: 1.046, data_time: 0.008, memory: 5812, loss_cls: 6.0804, loss: 6.0804, grad_norm: 5.3598 2020-10-24 13:05:51,959 - mmaction - INFO - Epoch [55][940/1492] lr: 1.000e-03, eta: 21:14:59, time: 1.073, data_time: 0.007, memory: 5812, loss_cls: 6.0447, loss: 6.0447, grad_norm: 5.4269 2020-10-24 13:06:12,646 - mmaction - INFO - Epoch [55][960/1492] lr: 1.000e-03, eta: 21:14:35, time: 1.033, data_time: 0.003, memory: 5812, loss_cls: 6.0366, loss: 6.0366, grad_norm: 5.3383 2020-10-24 13:06:33,853 - mmaction - INFO - Epoch [55][980/1492] lr: 1.000e-03, eta: 21:14:11, time: 1.060, data_time: 0.003, memory: 5812, loss_cls: 6.0351, loss: 6.0351, grad_norm: 5.4002 2020-10-24 13:06:55,352 - mmaction - INFO - Epoch [55][1000/1492] lr: 1.000e-03, eta: 21:13:48, time: 1.068, data_time: 0.003, memory: 5812, loss_cls: 5.8999, loss: 5.8999, grad_norm: 5.2764 2020-10-24 13:07:16,496 - mmaction - INFO - Epoch [55][1020/1492] lr: 1.000e-03, eta: 21:13:24, time: 1.055, data_time: 0.013, memory: 5812, loss_cls: 6.0489, loss: 6.0489, grad_norm: 5.5385 2020-10-24 13:07:37,064 - mmaction - INFO - Epoch [55][1040/1492] lr: 1.000e-03, eta: 21:13:00, time: 1.037, data_time: 0.013, memory: 5812, loss_cls: 6.0802, loss: 6.0802, grad_norm: 5.4776 2020-10-24 13:07:58,599 - mmaction - INFO - Epoch [55][1060/1492] lr: 1.000e-03, eta: 21:12:36, time: 1.079, data_time: 0.008, memory: 5812, loss_cls: 5.9625, loss: 5.9625, grad_norm: 5.4857 2020-10-24 13:08:19,741 - mmaction - INFO - Epoch [55][1080/1492] lr: 1.000e-03, eta: 21:12:12, time: 1.054, data_time: 0.002, memory: 5812, loss_cls: 5.9349, loss: 5.9349, grad_norm: 5.4336 2020-10-24 13:08:41,214 - mmaction - INFO - Epoch [55][1100/1492] lr: 1.000e-03, eta: 21:11:49, time: 1.074, data_time: 0.012, memory: 5812, loss_cls: 6.0597, loss: 6.0597, grad_norm: 5.4907 2020-10-24 13:09:02,230 - mmaction - INFO - Epoch [55][1120/1492] lr: 1.000e-03, eta: 21:11:25, time: 1.047, data_time: 0.004, memory: 5812, loss_cls: 6.0766, loss: 6.0766, grad_norm: 5.5432 2020-10-24 13:09:22,882 - mmaction - INFO - Epoch [55][1140/1492] lr: 1.000e-03, eta: 21:11:01, time: 1.038, data_time: 0.012, memory: 5812, loss_cls: 6.0267, loss: 6.0267, grad_norm: 5.4963 2020-10-24 13:09:45,215 - mmaction - INFO - Epoch [55][1160/1492] lr: 1.000e-03, eta: 21:10:38, time: 1.119, data_time: 0.004, memory: 5812, loss_cls: 6.1317, loss: 6.1317, grad_norm: 5.3931 2020-10-24 13:10:05,731 - mmaction - INFO - Epoch [55][1180/1492] lr: 1.000e-03, eta: 21:10:13, time: 1.021, data_time: 0.002, memory: 5812, loss_cls: 6.0325, loss: 6.0325, grad_norm: 5.5250 2020-10-24 13:10:26,566 - mmaction - INFO - Epoch [55][1200/1492] lr: 1.000e-03, eta: 21:09:49, time: 1.046, data_time: 0.010, memory: 5812, loss_cls: 6.1396, loss: 6.1396, grad_norm: 5.5404 2020-10-24 13:10:48,011 - mmaction - INFO - Epoch [55][1220/1492] lr: 1.000e-03, eta: 21:09:26, time: 1.070, data_time: 0.005, memory: 5812, loss_cls: 5.9978, loss: 5.9978, grad_norm: 5.3735 2020-10-24 13:11:08,989 - mmaction - INFO - Epoch [55][1240/1492] lr: 1.000e-03, eta: 21:09:02, time: 1.050, data_time: 0.005, memory: 5812, loss_cls: 5.9562, loss: 5.9562, grad_norm: 5.3442 2020-10-24 13:11:30,071 - mmaction - INFO - Epoch [55][1260/1492] lr: 1.000e-03, eta: 21:08:38, time: 1.047, data_time: 0.005, memory: 5812, loss_cls: 6.0504, loss: 6.0504, grad_norm: 5.5921 2020-10-24 13:11:51,271 - mmaction - INFO - Epoch [55][1280/1492] lr: 1.000e-03, eta: 21:08:14, time: 1.064, data_time: 0.013, memory: 5812, loss_cls: 6.1314, loss: 6.1314, grad_norm: 5.5522 2020-10-24 13:12:12,576 - mmaction - INFO - Epoch [55][1300/1492] lr: 1.000e-03, eta: 21:07:51, time: 1.068, data_time: 0.009, memory: 5812, loss_cls: 6.0658, loss: 6.0658, grad_norm: 5.4020 2020-10-24 13:12:33,532 - mmaction - INFO - Epoch [55][1320/1492] lr: 1.000e-03, eta: 21:07:27, time: 1.042, data_time: 0.006, memory: 5812, loss_cls: 6.0995, loss: 6.0995, grad_norm: 5.4785 2020-10-24 13:12:54,873 - mmaction - INFO - Epoch [55][1340/1492] lr: 1.000e-03, eta: 21:07:03, time: 1.073, data_time: 0.010, memory: 5812, loss_cls: 6.0250, loss: 6.0250, grad_norm: 5.4044 2020-10-24 13:13:16,415 - mmaction - INFO - Epoch [55][1360/1492] lr: 1.000e-03, eta: 21:06:40, time: 1.078, data_time: 0.004, memory: 5812, loss_cls: 6.1123, loss: 6.1123, grad_norm: 5.5726 2020-10-24 13:13:37,852 - mmaction - INFO - Epoch [55][1380/1492] lr: 1.000e-03, eta: 21:06:16, time: 1.073, data_time: 0.005, memory: 5812, loss_cls: 6.0796, loss: 6.0796, grad_norm: 5.4234 2020-10-24 13:13:59,091 - mmaction - INFO - Epoch [55][1400/1492] lr: 1.000e-03, eta: 21:05:52, time: 1.052, data_time: 0.002, memory: 5812, loss_cls: 6.1530, loss: 6.1530, grad_norm: 5.5436 2020-10-24 13:14:20,068 - mmaction - INFO - Epoch [55][1420/1492] lr: 1.000e-03, eta: 21:05:28, time: 1.058, data_time: 0.013, memory: 5812, loss_cls: 5.9937, loss: 5.9937, grad_norm: 5.4459 2020-10-24 13:14:40,956 - mmaction - INFO - Epoch [55][1440/1492] lr: 1.000e-03, eta: 21:05:04, time: 1.038, data_time: 0.004, memory: 5812, loss_cls: 6.0208, loss: 6.0208, grad_norm: 5.4837 2020-10-24 13:15:01,792 - mmaction - INFO - Epoch [55][1460/1492] lr: 1.000e-03, eta: 21:04:40, time: 1.048, data_time: 0.011, memory: 5812, loss_cls: 6.0635, loss: 6.0635, grad_norm: 5.4361 2020-10-24 13:15:23,172 - mmaction - INFO - Epoch [55][1480/1492] lr: 1.000e-03, eta: 21:04:17, time: 1.067, data_time: 0.003, memory: 5812, loss_cls: 6.0513, loss: 6.0513, grad_norm: 5.4528 2020-10-24 13:15:36,007 - mmaction - INFO - Saving checkpoint at 55 epochs 2020-10-24 13:17:44,370 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-24 13:17:45,695 - mmaction - INFO - mean_average_precision 0.4823 2020-10-24 13:17:45,714 - mmaction - INFO - Epoch(val) [55][1492] mean_average_precision: 0.4823 2020-10-24 13:18:16,083 - mmaction - INFO - Epoch [56][20/1492] lr: 1.000e-03, eta: 21:03:36, time: 1.515, data_time: 0.780, memory: 5812, loss_cls: 5.9540, loss: 5.9540, grad_norm: 5.3206 2020-10-24 13:18:39,052 - mmaction - INFO - Epoch [56][40/1492] lr: 1.000e-03, eta: 21:03:14, time: 1.143, data_time: 0.065, memory: 5812, loss_cls: 6.0957, loss: 6.0957, grad_norm: 5.4323 2020-10-24 13:19:00,093 - mmaction - INFO - Epoch [56][60/1492] lr: 1.000e-03, eta: 21:02:50, time: 1.060, data_time: 0.011, memory: 5812, loss_cls: 6.0835, loss: 6.0835, grad_norm: 5.5170 2020-10-24 13:19:21,689 - mmaction - INFO - Epoch [56][80/1492] lr: 1.000e-03, eta: 21:02:26, time: 1.072, data_time: 0.004, memory: 5812, loss_cls: 6.0997, loss: 6.0997, grad_norm: 5.4781 2020-10-24 13:19:43,732 - mmaction - INFO - Epoch [56][100/1492] lr: 1.000e-03, eta: 21:02:03, time: 1.106, data_time: 0.012, memory: 5812, loss_cls: 5.9828, loss: 5.9828, grad_norm: 5.4438 2020-10-24 13:20:05,267 - mmaction - INFO - Epoch [56][120/1492] lr: 1.000e-03, eta: 21:01:40, time: 1.083, data_time: 0.008, memory: 5812, loss_cls: 5.9976, loss: 5.9976, grad_norm: 5.3758 2020-10-24 13:20:26,513 - mmaction - INFO - Epoch [56][140/1492] lr: 1.000e-03, eta: 21:01:16, time: 1.060, data_time: 0.003, memory: 5812, loss_cls: 5.8765, loss: 5.8765, grad_norm: 5.4024 2020-10-24 13:20:47,729 - mmaction - INFO - Epoch [56][160/1492] lr: 1.000e-03, eta: 21:00:52, time: 1.058, data_time: 0.005, memory: 5812, loss_cls: 6.0586, loss: 6.0586, grad_norm: 5.5440 2020-10-24 13:21:09,306 - mmaction - INFO - Epoch [56][180/1492] lr: 1.000e-03, eta: 21:00:29, time: 1.084, data_time: 0.016, memory: 5812, loss_cls: 5.9666, loss: 5.9666, grad_norm: 5.4162 2020-10-24 13:21:30,109 - mmaction - INFO - Epoch [56][200/1492] lr: 1.000e-03, eta: 21:00:05, time: 1.039, data_time: 0.003, memory: 5812, loss_cls: 6.0256, loss: 6.0256, grad_norm: 5.4824 2020-10-24 13:21:50,947 - mmaction - INFO - Epoch [56][220/1492] lr: 1.000e-03, eta: 20:59:41, time: 1.042, data_time: 0.004, memory: 5812, loss_cls: 5.9864, loss: 5.9864, grad_norm: 5.5060 2020-10-24 13:22:13,300 - mmaction - INFO - Epoch [56][240/1492] lr: 1.000e-03, eta: 20:59:18, time: 1.119, data_time: 0.003, memory: 5812, loss_cls: 6.0936, loss: 6.0936, grad_norm: 5.5456 2020-10-24 13:22:33,398 - mmaction - INFO - Epoch [56][260/1492] lr: 1.000e-03, eta: 20:58:54, time: 0.996, data_time: 0.001, memory: 5812, loss_cls: 6.0238, loss: 6.0238, grad_norm: 5.4859 2020-10-24 13:22:55,050 - mmaction - INFO - Epoch [56][280/1492] lr: 1.000e-03, eta: 20:58:30, time: 1.091, data_time: 0.014, memory: 5812, loss_cls: 6.0047, loss: 6.0047, grad_norm: 5.4324 2020-10-24 13:23:15,613 - mmaction - INFO - Epoch [56][300/1492] lr: 1.000e-03, eta: 20:58:06, time: 1.026, data_time: 0.003, memory: 5812, loss_cls: 5.9789, loss: 5.9789, grad_norm: 5.5133 2020-10-24 13:23:36,630 - mmaction - INFO - Epoch [56][320/1492] lr: 1.000e-03, eta: 20:57:42, time: 1.048, data_time: 0.006, memory: 5812, loss_cls: 6.0499, loss: 6.0499, grad_norm: 5.3708 2020-10-24 13:23:58,163 - mmaction - INFO - Epoch [56][340/1492] lr: 1.000e-03, eta: 20:57:19, time: 1.074, data_time: 0.008, memory: 5812, loss_cls: 6.0518, loss: 6.0518, grad_norm: 5.4445 2020-10-24 13:24:19,007 - mmaction - INFO - Epoch [56][360/1492] lr: 1.000e-03, eta: 20:56:55, time: 1.048, data_time: 0.012, memory: 5812, loss_cls: 6.0234, loss: 6.0234, grad_norm: 5.4034 2020-10-24 13:24:39,840 - mmaction - INFO - Epoch [56][380/1492] lr: 1.000e-03, eta: 20:56:31, time: 1.035, data_time: 0.003, memory: 5812, loss_cls: 5.8958, loss: 5.8958, grad_norm: 5.3598 2020-10-24 13:25:00,891 - mmaction - INFO - Epoch [56][400/1492] lr: 1.000e-03, eta: 20:56:07, time: 1.059, data_time: 0.012, memory: 5812, loss_cls: 6.0650, loss: 6.0650, grad_norm: 5.5355 2020-10-24 13:25:21,748 - mmaction - INFO - Epoch [56][420/1492] lr: 1.000e-03, eta: 20:55:43, time: 1.039, data_time: 0.003, memory: 5812, loss_cls: 6.0718, loss: 6.0718, grad_norm: 5.4101 2020-10-24 13:25:42,403 - mmaction - INFO - Epoch [56][440/1492] lr: 1.000e-03, eta: 20:55:19, time: 1.030, data_time: 0.006, memory: 5812, loss_cls: 6.0714, loss: 6.0714, grad_norm: 5.5684 2020-10-24 13:26:03,148 - mmaction - INFO - Epoch [56][460/1492] lr: 1.000e-03, eta: 20:54:55, time: 1.043, data_time: 0.012, memory: 5812, loss_cls: 6.0397, loss: 6.0397, grad_norm: 5.3295 2020-10-24 13:26:24,471 - mmaction - INFO - Epoch [56][480/1492] lr: 1.000e-03, eta: 20:54:31, time: 1.061, data_time: 0.003, memory: 5812, loss_cls: 6.1402, loss: 6.1402, grad_norm: 5.4563 2020-10-24 13:26:44,995 - mmaction - INFO - Epoch [56][500/1492] lr: 1.000e-03, eta: 20:54:07, time: 1.032, data_time: 0.008, memory: 5812, loss_cls: 5.8871, loss: 5.8871, grad_norm: 5.3736 2020-10-24 13:27:06,039 - mmaction - INFO - Epoch [56][520/1492] lr: 1.000e-03, eta: 20:53:43, time: 1.051, data_time: 0.003, memory: 5812, loss_cls: 6.1529, loss: 6.1529, grad_norm: 5.6024 2020-10-24 13:27:27,081 - mmaction - INFO - Epoch [56][540/1492] lr: 1.000e-03, eta: 20:53:19, time: 1.047, data_time: 0.004, memory: 5812, loss_cls: 5.9768, loss: 5.9768, grad_norm: 5.4653 2020-10-24 13:27:47,491 - mmaction - INFO - Epoch [56][560/1492] lr: 1.000e-03, eta: 20:52:55, time: 1.027, data_time: 0.009, memory: 5812, loss_cls: 6.0287, loss: 6.0287, grad_norm: 5.4893 2020-10-24 13:28:08,089 - mmaction - INFO - Epoch [56][580/1492] lr: 1.000e-03, eta: 20:52:31, time: 1.023, data_time: 0.001, memory: 5812, loss_cls: 6.1273, loss: 6.1273, grad_norm: 5.5449 2020-10-24 13:28:29,135 - mmaction - INFO - Epoch [56][600/1492] lr: 1.000e-03, eta: 20:52:07, time: 1.057, data_time: 0.009, memory: 5812, loss_cls: 6.0278, loss: 6.0278, grad_norm: 5.4380 2020-10-24 13:28:49,864 - mmaction - INFO - Epoch [56][620/1492] lr: 1.000e-03, eta: 20:51:43, time: 1.038, data_time: 0.004, memory: 5812, loss_cls: 6.1416, loss: 6.1416, grad_norm: 5.5063 2020-10-24 13:29:10,790 - mmaction - INFO - Epoch [56][640/1492] lr: 1.000e-03, eta: 20:51:19, time: 1.046, data_time: 0.002, memory: 5812, loss_cls: 5.9820, loss: 5.9820, grad_norm: 5.4994 2020-10-24 13:29:31,577 - mmaction - INFO - Epoch [56][660/1492] lr: 1.000e-03, eta: 20:50:55, time: 1.036, data_time: 0.004, memory: 5812, loss_cls: 6.0517, loss: 6.0517, grad_norm: 5.4358 2020-10-24 13:29:52,351 - mmaction - INFO - Epoch [56][680/1492] lr: 1.000e-03, eta: 20:50:31, time: 1.040, data_time: 0.005, memory: 5812, loss_cls: 5.9490, loss: 5.9490, grad_norm: 5.3610 2020-10-24 13:30:13,894 - mmaction - INFO - Epoch [56][700/1492] lr: 1.000e-03, eta: 20:50:07, time: 1.077, data_time: 0.006, memory: 5812, loss_cls: 6.0602, loss: 6.0602, grad_norm: 5.5339 2020-10-24 13:30:35,115 - mmaction - INFO - Epoch [56][720/1492] lr: 1.000e-03, eta: 20:49:44, time: 1.060, data_time: 0.006, memory: 5812, loss_cls: 6.0147, loss: 6.0147, grad_norm: 5.4295 2020-10-24 13:30:56,125 - mmaction - INFO - Epoch [56][740/1492] lr: 1.000e-03, eta: 20:49:20, time: 1.048, data_time: 0.005, memory: 5812, loss_cls: 5.9363, loss: 5.9363, grad_norm: 5.4273 2020-10-24 13:31:17,132 - mmaction - INFO - Epoch [56][760/1492] lr: 1.000e-03, eta: 20:48:56, time: 1.056, data_time: 0.008, memory: 5812, loss_cls: 6.0208, loss: 6.0208, grad_norm: 5.5522 2020-10-24 13:31:37,576 - mmaction - INFO - Epoch [56][780/1492] lr: 1.000e-03, eta: 20:48:32, time: 1.019, data_time: 0.005, memory: 5812, loss_cls: 6.1159, loss: 6.1159, grad_norm: 5.4889 2020-10-24 13:31:58,971 - mmaction - INFO - Epoch [56][800/1492] lr: 1.000e-03, eta: 20:48:08, time: 1.068, data_time: 0.004, memory: 5812, loss_cls: 6.0857, loss: 6.0857, grad_norm: 5.4519 2020-10-24 13:32:19,816 - mmaction - INFO - Epoch [56][820/1492] lr: 1.000e-03, eta: 20:47:44, time: 1.039, data_time: 0.006, memory: 5812, loss_cls: 6.1098, loss: 6.1098, grad_norm: 5.5794 2020-10-24 13:32:40,906 - mmaction - INFO - Epoch [56][840/1492] lr: 1.000e-03, eta: 20:47:21, time: 1.060, data_time: 0.011, memory: 5812, loss_cls: 6.2488, loss: 6.2488, grad_norm: 5.6254 2020-10-24 13:33:01,892 - mmaction - INFO - Epoch [56][860/1492] lr: 1.000e-03, eta: 20:46:57, time: 1.042, data_time: 0.005, memory: 5812, loss_cls: 6.1379, loss: 6.1379, grad_norm: 5.5284 2020-10-24 13:33:22,532 - mmaction - INFO - Epoch [56][880/1492] lr: 1.000e-03, eta: 20:46:32, time: 1.029, data_time: 0.010, memory: 5812, loss_cls: 6.0314, loss: 6.0314, grad_norm: 5.4114 2020-10-24 13:33:43,097 - mmaction - INFO - Epoch [56][900/1492] lr: 1.000e-03, eta: 20:46:08, time: 1.039, data_time: 0.015, memory: 5812, loss_cls: 6.0815, loss: 6.0815, grad_norm: 5.4786 2020-10-24 13:34:03,288 - mmaction - INFO - Epoch [56][920/1492] lr: 1.000e-03, eta: 20:45:44, time: 1.007, data_time: 0.003, memory: 5812, loss_cls: 5.9447, loss: 5.9447, grad_norm: 5.4446 2020-10-24 13:34:24,002 - mmaction - INFO - Epoch [56][940/1492] lr: 1.000e-03, eta: 20:45:20, time: 1.032, data_time: 0.008, memory: 5812, loss_cls: 6.0053, loss: 6.0053, grad_norm: 5.4992 2020-10-24 13:34:44,323 - mmaction - INFO - Epoch [56][960/1492] lr: 1.000e-03, eta: 20:44:55, time: 1.021, data_time: 0.008, memory: 5812, loss_cls: 6.1204, loss: 6.1204, grad_norm: 5.5447 2020-10-24 13:35:05,053 - mmaction - INFO - Epoch [56][980/1492] lr: 1.000e-03, eta: 20:44:31, time: 1.039, data_time: 0.008, memory: 5812, loss_cls: 6.0820, loss: 6.0820, grad_norm: 5.4853 2020-10-24 13:35:26,460 - mmaction - INFO - Epoch [56][1000/1492] lr: 1.000e-03, eta: 20:44:08, time: 1.070, data_time: 0.004, memory: 5812, loss_cls: 6.0077, loss: 6.0077, grad_norm: 5.5204 2020-10-24 13:35:46,458 - mmaction - INFO - Epoch [56][1020/1492] lr: 1.000e-03, eta: 20:43:43, time: 0.992, data_time: 0.003, memory: 5812, loss_cls: 6.1875, loss: 6.1875, grad_norm: 5.6270 2020-10-24 13:36:07,594 - mmaction - INFO - Epoch [56][1040/1492] lr: 1.000e-03, eta: 20:43:19, time: 1.053, data_time: 0.012, memory: 5812, loss_cls: 6.0510, loss: 6.0510, grad_norm: 5.3904 2020-10-24 13:36:28,532 - mmaction - INFO - Epoch [56][1060/1492] lr: 1.000e-03, eta: 20:42:56, time: 1.057, data_time: 0.016, memory: 5812, loss_cls: 6.1490, loss: 6.1490, grad_norm: 5.4882 2020-10-24 13:36:49,846 - mmaction - INFO - Epoch [56][1080/1492] lr: 1.000e-03, eta: 20:42:32, time: 1.068, data_time: 0.007, memory: 5812, loss_cls: 5.9940, loss: 5.9940, grad_norm: 5.5312 2020-10-24 13:37:09,993 - mmaction - INFO - Epoch [56][1100/1492] lr: 1.000e-03, eta: 20:42:08, time: 1.003, data_time: 0.002, memory: 5812, loss_cls: 6.1470, loss: 6.1470, grad_norm: 5.5927 2020-10-24 13:37:31,303 - mmaction - INFO - Epoch [56][1120/1492] lr: 1.000e-03, eta: 20:41:44, time: 1.070, data_time: 0.006, memory: 5812, loss_cls: 5.9445, loss: 5.9445, grad_norm: 5.3946 2020-10-24 13:37:53,106 - mmaction - INFO - Epoch [56][1140/1492] lr: 1.000e-03, eta: 20:41:21, time: 1.087, data_time: 0.004, memory: 5812, loss_cls: 6.0303, loss: 6.0303, grad_norm: 5.5580 2020-10-24 13:38:13,976 - mmaction - INFO - Epoch [56][1160/1492] lr: 1.000e-03, eta: 20:40:57, time: 1.036, data_time: 0.007, memory: 5812, loss_cls: 5.9512, loss: 5.9512, grad_norm: 5.5263 2020-10-24 13:38:34,334 - mmaction - INFO - Epoch [56][1180/1492] lr: 1.000e-03, eta: 20:40:33, time: 1.029, data_time: 0.012, memory: 5812, loss_cls: 6.0000, loss: 6.0000, grad_norm: 5.4449 2020-10-24 13:38:55,549 - mmaction - INFO - Epoch [56][1200/1492] lr: 1.000e-03, eta: 20:40:09, time: 1.052, data_time: 0.003, memory: 5812, loss_cls: 6.0393, loss: 6.0393, grad_norm: 5.6419 2020-10-24 13:39:16,068 - mmaction - INFO - Epoch [56][1220/1492] lr: 1.000e-03, eta: 20:39:45, time: 1.032, data_time: 0.010, memory: 5812, loss_cls: 6.0321, loss: 6.0321, grad_norm: 5.5520 2020-10-24 13:39:36,788 - mmaction - INFO - Epoch [56][1240/1492] lr: 1.000e-03, eta: 20:39:21, time: 1.038, data_time: 0.005, memory: 5812, loss_cls: 6.0473, loss: 6.0473, grad_norm: 5.5657 2020-10-24 13:39:57,907 - mmaction - INFO - Epoch [56][1260/1492] lr: 1.000e-03, eta: 20:38:57, time: 1.055, data_time: 0.004, memory: 5812, loss_cls: 6.0516, loss: 6.0516, grad_norm: 5.4570 2020-10-24 13:40:18,887 - mmaction - INFO - Epoch [56][1280/1492] lr: 1.000e-03, eta: 20:38:33, time: 1.049, data_time: 0.003, memory: 5812, loss_cls: 6.1009, loss: 6.1009, grad_norm: 5.6112 2020-10-24 13:40:39,906 - mmaction - INFO - Epoch [56][1300/1492] lr: 1.000e-03, eta: 20:38:09, time: 1.046, data_time: 0.004, memory: 5812, loss_cls: 6.0042, loss: 6.0042, grad_norm: 5.4903 2020-10-24 13:41:01,094 - mmaction - INFO - Epoch [56][1320/1492] lr: 1.000e-03, eta: 20:37:46, time: 1.060, data_time: 0.008, memory: 5812, loss_cls: 6.0204, loss: 6.0204, grad_norm: 5.5878 2020-10-24 13:41:22,329 - mmaction - INFO - Epoch [56][1340/1492] lr: 1.000e-03, eta: 20:37:22, time: 1.058, data_time: 0.007, memory: 5812, loss_cls: 6.0075, loss: 6.0075, grad_norm: 5.4714 2020-10-24 13:41:43,256 - mmaction - INFO - Epoch [56][1360/1492] lr: 1.000e-03, eta: 20:36:58, time: 1.048, data_time: 0.015, memory: 5812, loss_cls: 5.9316, loss: 5.9316, grad_norm: 5.3058 2020-10-24 13:42:04,150 - mmaction - INFO - Epoch [56][1380/1492] lr: 1.000e-03, eta: 20:36:34, time: 1.047, data_time: 0.012, memory: 5812, loss_cls: 6.1336, loss: 6.1336, grad_norm: 5.5865 2020-10-24 13:42:24,877 - mmaction - INFO - Epoch [56][1400/1492] lr: 1.000e-03, eta: 20:36:10, time: 1.038, data_time: 0.010, memory: 5812, loss_cls: 5.9779, loss: 5.9779, grad_norm: 5.5029 2020-10-24 13:42:45,582 - mmaction - INFO - Epoch [56][1420/1492] lr: 1.000e-03, eta: 20:35:46, time: 1.039, data_time: 0.007, memory: 5812, loss_cls: 5.9936, loss: 5.9936, grad_norm: 5.3802 2020-10-24 13:43:06,306 - mmaction - INFO - Epoch [56][1440/1492] lr: 1.000e-03, eta: 20:35:22, time: 1.036, data_time: 0.003, memory: 5812, loss_cls: 6.0992, loss: 6.0992, grad_norm: 5.4808 2020-10-24 13:43:26,948 - mmaction - INFO - Epoch [56][1460/1492] lr: 1.000e-03, eta: 20:34:58, time: 1.031, data_time: 0.001, memory: 5812, loss_cls: 5.9801, loss: 5.9801, grad_norm: 5.4257 2020-10-24 13:43:48,287 - mmaction - INFO - Epoch [56][1480/1492] lr: 1.000e-03, eta: 20:34:35, time: 1.065, data_time: 0.003, memory: 5812, loss_cls: 6.1402, loss: 6.1402, grad_norm: 5.5033 2020-10-24 13:44:39,007 - mmaction - INFO - Epoch [57][20/1492] lr: 1.000e-03, eta: 20:34:00, time: 1.885, data_time: 1.327, memory: 5812, loss_cls: 6.0248, loss: 6.0248, grad_norm: 5.4702 2020-10-24 13:45:01,043 - mmaction - INFO - Epoch [57][40/1492] lr: 1.000e-03, eta: 20:33:37, time: 1.099, data_time: 0.304, memory: 5812, loss_cls: 6.0566, loss: 6.0566, grad_norm: 5.4038 2020-10-24 13:45:22,975 - mmaction - INFO - Epoch [57][60/1492] lr: 1.000e-03, eta: 20:33:14, time: 1.097, data_time: 0.472, memory: 5812, loss_cls: 6.0502, loss: 6.0502, grad_norm: 5.4452 2020-10-24 13:45:44,998 - mmaction - INFO - Epoch [57][80/1492] lr: 1.000e-03, eta: 20:32:51, time: 1.103, data_time: 0.512, memory: 5812, loss_cls: 6.0483, loss: 6.0483, grad_norm: 5.3963 2020-10-24 13:46:07,508 - mmaction - INFO - Epoch [57][100/1492] lr: 1.000e-03, eta: 20:32:28, time: 1.126, data_time: 0.538, memory: 5812, loss_cls: 6.0869, loss: 6.0869, grad_norm: 5.4849 2020-10-24 13:46:29,452 - mmaction - INFO - Epoch [57][120/1492] lr: 1.000e-03, eta: 20:32:05, time: 1.092, data_time: 0.494, memory: 5812, loss_cls: 5.8820, loss: 5.8820, grad_norm: 5.3673 2020-10-24 13:46:51,286 - mmaction - INFO - Epoch [57][140/1492] lr: 1.000e-03, eta: 20:31:42, time: 1.097, data_time: 0.479, memory: 5812, loss_cls: 6.1117, loss: 6.1117, grad_norm: 5.5011 2020-10-24 13:47:12,473 - mmaction - INFO - Epoch [57][160/1492] lr: 1.000e-03, eta: 20:31:18, time: 1.058, data_time: 0.438, memory: 5812, loss_cls: 6.0639, loss: 6.0639, grad_norm: 5.5307 2020-10-24 13:47:33,922 - mmaction - INFO - Epoch [57][180/1492] lr: 1.000e-03, eta: 20:30:55, time: 1.071, data_time: 0.454, memory: 5812, loss_cls: 5.9060, loss: 5.9060, grad_norm: 5.4153 2020-10-24 13:47:55,585 - mmaction - INFO - Epoch [57][200/1492] lr: 1.000e-03, eta: 20:30:32, time: 1.079, data_time: 0.443, memory: 5812, loss_cls: 6.1768, loss: 6.1768, grad_norm: 5.5869 2020-10-24 13:48:17,205 - mmaction - INFO - Epoch [57][220/1492] lr: 1.000e-03, eta: 20:30:08, time: 1.084, data_time: 0.496, memory: 5812, loss_cls: 6.0317, loss: 6.0317, grad_norm: 5.5029 2020-10-24 13:48:37,958 - mmaction - INFO - Epoch [57][240/1492] lr: 1.000e-03, eta: 20:29:44, time: 1.038, data_time: 0.454, memory: 5812, loss_cls: 5.9285, loss: 5.9285, grad_norm: 5.3948 2020-10-24 13:48:59,180 - mmaction - INFO - Epoch [57][260/1492] lr: 1.000e-03, eta: 20:29:21, time: 1.055, data_time: 0.479, memory: 5812, loss_cls: 6.0731, loss: 6.0731, grad_norm: 5.4915 2020-10-24 13:49:20,200 - mmaction - INFO - Epoch [57][280/1492] lr: 1.000e-03, eta: 20:28:57, time: 1.057, data_time: 0.443, memory: 5812, loss_cls: 6.0950, loss: 6.0950, grad_norm: 5.5284 2020-10-24 13:49:41,555 - mmaction - INFO - Epoch [57][300/1492] lr: 1.000e-03, eta: 20:28:34, time: 1.063, data_time: 0.460, memory: 5812, loss_cls: 6.1287, loss: 6.1287, grad_norm: 5.5848 2020-10-24 13:50:02,396 - mmaction - INFO - Epoch [57][320/1492] lr: 1.000e-03, eta: 20:28:10, time: 1.039, data_time: 0.455, memory: 5812, loss_cls: 5.9860, loss: 5.9860, grad_norm: 5.4013 2020-10-24 13:50:23,627 - mmaction - INFO - Epoch [57][340/1492] lr: 1.000e-03, eta: 20:27:46, time: 1.071, data_time: 0.461, memory: 5812, loss_cls: 5.9330, loss: 5.9330, grad_norm: 5.5097 2020-10-24 13:50:44,845 - mmaction - INFO - Epoch [57][360/1492] lr: 1.000e-03, eta: 20:27:23, time: 1.063, data_time: 0.471, memory: 5812, loss_cls: 6.0411, loss: 6.0411, grad_norm: 5.6597 2020-10-24 13:51:05,460 - mmaction - INFO - Epoch [57][380/1492] lr: 1.000e-03, eta: 20:26:58, time: 1.029, data_time: 0.436, memory: 5812, loss_cls: 6.0646, loss: 6.0646, grad_norm: 5.5638 2020-10-24 13:51:26,329 - mmaction - INFO - Epoch [57][400/1492] lr: 1.000e-03, eta: 20:26:35, time: 1.046, data_time: 0.422, memory: 5812, loss_cls: 6.1511, loss: 6.1511, grad_norm: 5.5633 2020-10-24 13:51:47,908 - mmaction - INFO - Epoch [57][420/1492] lr: 1.000e-03, eta: 20:26:11, time: 1.078, data_time: 0.457, memory: 5812, loss_cls: 5.9860, loss: 5.9860, grad_norm: 5.5091 2020-10-24 13:52:08,804 - mmaction - INFO - Epoch [57][440/1492] lr: 1.000e-03, eta: 20:25:47, time: 1.044, data_time: 0.446, memory: 5812, loss_cls: 5.9918, loss: 5.9918, grad_norm: 5.4691 2020-10-24 13:52:30,223 - mmaction - INFO - Epoch [57][460/1492] lr: 1.000e-03, eta: 20:25:24, time: 1.072, data_time: 0.451, memory: 5812, loss_cls: 6.0200, loss: 6.0200, grad_norm: 5.6070 2020-10-24 13:52:51,631 - mmaction - INFO - Epoch [57][480/1492] lr: 1.000e-03, eta: 20:25:00, time: 1.063, data_time: 0.489, memory: 5812, loss_cls: 6.1619, loss: 6.1619, grad_norm: 5.6867 2020-10-24 13:53:12,617 - mmaction - INFO - Epoch [57][500/1492] lr: 1.000e-03, eta: 20:24:37, time: 1.053, data_time: 0.452, memory: 5812, loss_cls: 5.8201, loss: 5.8201, grad_norm: 5.4130 2020-10-24 13:53:33,815 - mmaction - INFO - Epoch [57][520/1492] lr: 1.000e-03, eta: 20:24:13, time: 1.062, data_time: 0.454, memory: 5812, loss_cls: 6.0829, loss: 6.0829, grad_norm: 5.5399 2020-10-24 13:53:54,405 - mmaction - INFO - Epoch [57][540/1492] lr: 1.000e-03, eta: 20:23:49, time: 1.028, data_time: 0.433, memory: 5812, loss_cls: 5.9376, loss: 5.9376, grad_norm: 5.3948 2020-10-24 13:54:16,285 - mmaction - INFO - Epoch [57][560/1492] lr: 1.000e-03, eta: 20:23:26, time: 1.087, data_time: 0.490, memory: 5812, loss_cls: 6.0542, loss: 6.0542, grad_norm: 5.4898 2020-10-24 13:54:37,040 - mmaction - INFO - Epoch [57][580/1492] lr: 1.000e-03, eta: 20:23:02, time: 1.040, data_time: 0.457, memory: 5812, loss_cls: 6.0171, loss: 6.0171, grad_norm: 5.4944 2020-10-24 13:54:58,081 - mmaction - INFO - Epoch [57][600/1492] lr: 1.000e-03, eta: 20:22:38, time: 1.056, data_time: 0.460, memory: 5812, loss_cls: 5.9580, loss: 5.9580, grad_norm: 5.6049 2020-10-24 13:55:19,509 - mmaction - INFO - Epoch [57][620/1492] lr: 1.000e-03, eta: 20:22:15, time: 1.073, data_time: 0.472, memory: 5812, loss_cls: 6.0753, loss: 6.0753, grad_norm: 5.6237 2020-10-24 13:55:40,626 - mmaction - INFO - Epoch [57][640/1492] lr: 1.000e-03, eta: 20:21:51, time: 1.058, data_time: 0.455, memory: 5812, loss_cls: 6.0986, loss: 6.0986, grad_norm: 5.5342 2020-10-24 13:56:01,846 - mmaction - INFO - Epoch [57][660/1492] lr: 1.000e-03, eta: 20:21:28, time: 1.058, data_time: 0.451, memory: 5812, loss_cls: 6.1255, loss: 6.1255, grad_norm: 5.5702 2020-10-24 13:56:23,466 - mmaction - INFO - Epoch [57][680/1492] lr: 1.000e-03, eta: 20:21:04, time: 1.083, data_time: 0.492, memory: 5812, loss_cls: 6.1199, loss: 6.1199, grad_norm: 5.5628 2020-10-24 13:56:44,934 - mmaction - INFO - Epoch [57][700/1492] lr: 1.000e-03, eta: 20:20:41, time: 1.071, data_time: 0.458, memory: 5812, loss_cls: 5.8961, loss: 5.8961, grad_norm: 5.4304 2020-10-24 13:57:05,978 - mmaction - INFO - Epoch [57][720/1492] lr: 1.000e-03, eta: 20:20:17, time: 1.047, data_time: 0.435, memory: 5812, loss_cls: 6.0123, loss: 6.0123, grad_norm: 5.4812 2020-10-24 13:57:26,941 - mmaction - INFO - Epoch [57][740/1492] lr: 1.000e-03, eta: 20:19:53, time: 1.054, data_time: 0.461, memory: 5812, loss_cls: 5.9930, loss: 5.9930, grad_norm: 5.4794 2020-10-24 13:57:47,863 - mmaction - INFO - Epoch [57][760/1492] lr: 1.000e-03, eta: 20:19:30, time: 1.046, data_time: 0.457, memory: 5812, loss_cls: 6.1138, loss: 6.1138, grad_norm: 5.5830 2020-10-24 13:58:09,282 - mmaction - INFO - Epoch [57][780/1492] lr: 1.000e-03, eta: 20:19:06, time: 1.070, data_time: 0.483, memory: 5812, loss_cls: 5.9787, loss: 5.9787, grad_norm: 5.5459 2020-10-24 13:58:30,273 - mmaction - INFO - Epoch [57][800/1492] lr: 1.000e-03, eta: 20:18:43, time: 1.052, data_time: 0.464, memory: 5812, loss_cls: 6.0408, loss: 6.0408, grad_norm: 5.4394 2020-10-24 13:58:51,448 - mmaction - INFO - Epoch [57][820/1492] lr: 1.000e-03, eta: 20:18:19, time: 1.053, data_time: 0.465, memory: 5812, loss_cls: 5.8846, loss: 5.8846, grad_norm: 5.4750 2020-10-24 13:59:12,861 - mmaction - INFO - Epoch [57][840/1492] lr: 1.000e-03, eta: 20:17:55, time: 1.069, data_time: 0.464, memory: 5812, loss_cls: 6.0898, loss: 6.0898, grad_norm: 5.6271 2020-10-24 13:59:34,162 - mmaction - INFO - Epoch [57][860/1492] lr: 1.000e-03, eta: 20:17:32, time: 1.062, data_time: 0.470, memory: 5812, loss_cls: 6.0834, loss: 6.0834, grad_norm: 5.6134 2020-10-24 13:59:55,441 - mmaction - INFO - Epoch [57][880/1492] lr: 1.000e-03, eta: 20:17:08, time: 1.074, data_time: 0.467, memory: 5812, loss_cls: 6.0577, loss: 6.0577, grad_norm: 5.4963 2020-10-24 14:00:16,147 - mmaction - INFO - Epoch [57][900/1492] lr: 1.000e-03, eta: 20:16:44, time: 1.033, data_time: 0.431, memory: 5812, loss_cls: 5.9419, loss: 5.9419, grad_norm: 5.3911 2020-10-24 14:00:37,396 - mmaction - INFO - Epoch [57][920/1492] lr: 1.000e-03, eta: 20:16:21, time: 1.064, data_time: 0.451, memory: 5812, loss_cls: 5.9918, loss: 5.9918, grad_norm: 5.5378 2020-10-24 14:00:58,261 - mmaction - INFO - Epoch [57][940/1492] lr: 1.000e-03, eta: 20:15:57, time: 1.043, data_time: 0.456, memory: 5812, loss_cls: 6.0281, loss: 6.0281, grad_norm: 5.5954 2020-10-24 14:01:19,555 - mmaction - INFO - Epoch [57][960/1492] lr: 1.000e-03, eta: 20:15:33, time: 1.061, data_time: 0.473, memory: 5812, loss_cls: 5.9799, loss: 5.9799, grad_norm: 5.4815 2020-10-24 14:01:41,373 - mmaction - INFO - Epoch [57][980/1492] lr: 1.000e-03, eta: 20:15:10, time: 1.092, data_time: 0.475, memory: 5812, loss_cls: 6.0048, loss: 6.0048, grad_norm: 5.5484 2020-10-24 14:02:02,333 - mmaction - INFO - Epoch [57][1000/1492] lr: 1.000e-03, eta: 20:14:47, time: 1.052, data_time: 0.443, memory: 5812, loss_cls: 6.0411, loss: 6.0411, grad_norm: 5.4485 2020-10-24 14:02:23,457 - mmaction - INFO - Epoch [57][1020/1492] lr: 1.000e-03, eta: 20:14:23, time: 1.052, data_time: 0.461, memory: 5812, loss_cls: 5.9983, loss: 5.9983, grad_norm: 5.5144 2020-10-24 14:02:44,310 - mmaction - INFO - Epoch [57][1040/1492] lr: 1.000e-03, eta: 20:13:59, time: 1.045, data_time: 0.439, memory: 5812, loss_cls: 6.0115, loss: 6.0115, grad_norm: 5.6045 2020-10-24 14:03:05,712 - mmaction - INFO - Epoch [57][1060/1492] lr: 1.000e-03, eta: 20:13:36, time: 1.072, data_time: 0.468, memory: 5812, loss_cls: 6.0218, loss: 6.0218, grad_norm: 5.4541 2020-10-24 14:03:26,912 - mmaction - INFO - Epoch [57][1080/1492] lr: 1.000e-03, eta: 20:13:12, time: 1.048, data_time: 0.444, memory: 5812, loss_cls: 6.0427, loss: 6.0427, grad_norm: 5.4701 2020-10-24 14:03:48,082 - mmaction - INFO - Epoch [57][1100/1492] lr: 1.000e-03, eta: 20:12:49, time: 1.065, data_time: 0.475, memory: 5812, loss_cls: 6.0781, loss: 6.0781, grad_norm: 5.5249 2020-10-24 14:04:09,376 - mmaction - INFO - Epoch [57][1120/1492] lr: 1.000e-03, eta: 20:12:25, time: 1.065, data_time: 0.460, memory: 5812, loss_cls: 6.0902, loss: 6.0902, grad_norm: 5.5810 2020-10-24 14:04:30,230 - mmaction - INFO - Epoch [57][1140/1492] lr: 1.000e-03, eta: 20:12:01, time: 1.043, data_time: 0.454, memory: 5812, loss_cls: 5.9982, loss: 5.9982, grad_norm: 5.3525 2020-10-24 14:04:51,886 - mmaction - INFO - Epoch [57][1160/1492] lr: 1.000e-03, eta: 20:11:38, time: 1.080, data_time: 0.482, memory: 5812, loss_cls: 6.0365, loss: 6.0365, grad_norm: 5.4958 2020-10-24 14:05:12,711 - mmaction - INFO - Epoch [57][1180/1492] lr: 1.000e-03, eta: 20:11:14, time: 1.047, data_time: 0.471, memory: 5812, loss_cls: 6.0781, loss: 6.0781, grad_norm: 5.4868 2020-10-24 14:05:33,766 - mmaction - INFO - Epoch [57][1200/1492] lr: 1.000e-03, eta: 20:10:50, time: 1.041, data_time: 0.441, memory: 5812, loss_cls: 6.0960, loss: 6.0960, grad_norm: 5.6500 2020-10-24 14:05:55,494 - mmaction - INFO - Epoch [57][1220/1492] lr: 1.000e-03, eta: 20:10:27, time: 1.098, data_time: 0.482, memory: 5812, loss_cls: 5.9466, loss: 5.9466, grad_norm: 5.4353 2020-10-24 14:06:16,159 - mmaction - INFO - Epoch [57][1240/1492] lr: 1.000e-03, eta: 20:10:03, time: 1.029, data_time: 0.468, memory: 5812, loss_cls: 6.0461, loss: 6.0461, grad_norm: 5.5661 2020-10-24 14:06:37,602 - mmaction - INFO - Epoch [57][1260/1492] lr: 1.000e-03, eta: 20:09:40, time: 1.077, data_time: 0.482, memory: 5812, loss_cls: 6.0588, loss: 6.0588, grad_norm: 5.4104 2020-10-24 14:06:58,003 - mmaction - INFO - Epoch [57][1280/1492] lr: 1.000e-03, eta: 20:09:16, time: 1.018, data_time: 0.431, memory: 5812, loss_cls: 6.1815, loss: 6.1815, grad_norm: 5.5577 2020-10-24 14:07:19,861 - mmaction - INFO - Epoch [57][1300/1492] lr: 1.000e-03, eta: 20:08:53, time: 1.094, data_time: 0.468, memory: 5812, loss_cls: 6.0751, loss: 6.0751, grad_norm: 5.5785 2020-10-24 14:07:40,341 - mmaction - INFO - Epoch [57][1320/1492] lr: 1.000e-03, eta: 20:08:29, time: 1.023, data_time: 0.436, memory: 5812, loss_cls: 6.1333, loss: 6.1333, grad_norm: 5.6292 2020-10-24 14:08:01,651 - mmaction - INFO - Epoch [57][1340/1492] lr: 1.000e-03, eta: 20:08:05, time: 1.063, data_time: 0.463, memory: 5812, loss_cls: 5.9592, loss: 5.9592, grad_norm: 5.4171 2020-10-24 14:08:22,768 - mmaction - INFO - Epoch [57][1360/1492] lr: 1.000e-03, eta: 20:07:41, time: 1.052, data_time: 0.448, memory: 5812, loss_cls: 6.0186, loss: 6.0186, grad_norm: 5.4943 2020-10-24 14:08:43,936 - mmaction - INFO - Epoch [57][1380/1492] lr: 1.000e-03, eta: 20:07:18, time: 1.063, data_time: 0.456, memory: 5812, loss_cls: 5.9881, loss: 5.9881, grad_norm: 5.4112 2020-10-24 14:09:04,489 - mmaction - INFO - Epoch [57][1400/1492] lr: 1.000e-03, eta: 20:06:54, time: 1.031, data_time: 0.436, memory: 5812, loss_cls: 5.9516, loss: 5.9516, grad_norm: 5.4500 2020-10-24 14:09:26,216 - mmaction - INFO - Epoch [57][1420/1492] lr: 1.000e-03, eta: 20:06:31, time: 1.086, data_time: 0.458, memory: 5812, loss_cls: 6.1003, loss: 6.1003, grad_norm: 5.6448 2020-10-24 14:09:47,496 - mmaction - INFO - Epoch [57][1440/1492] lr: 1.000e-03, eta: 20:06:07, time: 1.064, data_time: 0.462, memory: 5812, loss_cls: 6.0755, loss: 6.0755, grad_norm: 5.5057 2020-10-24 14:10:08,265 - mmaction - INFO - Epoch [57][1460/1492] lr: 1.000e-03, eta: 20:05:43, time: 1.040, data_time: 0.435, memory: 5812, loss_cls: 6.0066, loss: 6.0066, grad_norm: 5.5611 2020-10-24 14:10:29,097 - mmaction - INFO - Epoch [57][1480/1492] lr: 1.000e-03, eta: 20:05:19, time: 1.035, data_time: 0.444, memory: 5812, loss_cls: 6.0315, loss: 6.0315, grad_norm: 5.5335 2020-10-24 14:11:23,989 - mmaction - INFO - Epoch [58][20/1492] lr: 1.000e-03, eta: 20:04:47, time: 2.047, data_time: 0.999, memory: 5812, loss_cls: 6.0367, loss: 6.0367, grad_norm: 5.3820 2020-10-24 14:11:45,285 - mmaction - INFO - Epoch [58][40/1492] lr: 1.000e-03, eta: 20:04:24, time: 1.065, data_time: 0.009, memory: 5812, loss_cls: 6.1195, loss: 6.1195, grad_norm: 5.5005 2020-10-24 14:12:07,231 - mmaction - INFO - Epoch [58][60/1492] lr: 1.000e-03, eta: 20:04:00, time: 1.088, data_time: 0.002, memory: 5812, loss_cls: 5.9875, loss: 5.9875, grad_norm: 5.4990 2020-10-24 14:12:28,580 - mmaction - INFO - Epoch [58][80/1492] lr: 1.000e-03, eta: 20:03:37, time: 1.074, data_time: 0.014, memory: 5812, loss_cls: 5.9540, loss: 5.9540, grad_norm: 5.5026 2020-10-24 14:12:49,726 - mmaction - INFO - Epoch [58][100/1492] lr: 1.000e-03, eta: 20:03:13, time: 1.050, data_time: 0.006, memory: 5812, loss_cls: 6.0279, loss: 6.0279, grad_norm: 5.5483 2020-10-24 14:13:10,867 - mmaction - INFO - Epoch [58][120/1492] lr: 1.000e-03, eta: 20:02:50, time: 1.064, data_time: 0.013, memory: 5812, loss_cls: 6.0186, loss: 6.0186, grad_norm: 5.5397 2020-10-24 14:13:31,105 - mmaction - INFO - Epoch [58][140/1492] lr: 1.000e-03, eta: 20:02:26, time: 1.016, data_time: 0.009, memory: 5812, loss_cls: 5.9592, loss: 5.9592, grad_norm: 5.3639 2020-10-24 14:13:51,709 - mmaction - INFO - Epoch [58][160/1492] lr: 1.000e-03, eta: 20:02:02, time: 1.027, data_time: 0.001, memory: 5812, loss_cls: 6.0061, loss: 6.0061, grad_norm: 5.5058 2020-10-24 14:14:12,851 - mmaction - INFO - Epoch [58][180/1492] lr: 1.000e-03, eta: 20:01:38, time: 1.060, data_time: 0.006, memory: 5812, loss_cls: 5.9653, loss: 5.9653, grad_norm: 5.4088 2020-10-24 14:14:33,829 - mmaction - INFO - Epoch [58][200/1492] lr: 1.000e-03, eta: 20:01:14, time: 1.041, data_time: 0.003, memory: 5812, loss_cls: 5.9631, loss: 5.9631, grad_norm: 5.4987 2020-10-24 14:14:55,190 - mmaction - INFO - Epoch [58][220/1492] lr: 1.000e-03, eta: 20:00:51, time: 1.076, data_time: 0.011, memory: 5812, loss_cls: 5.9803, loss: 5.9803, grad_norm: 5.5221 2020-10-24 14:15:15,345 - mmaction - INFO - Epoch [58][240/1492] lr: 1.000e-03, eta: 20:00:27, time: 1.000, data_time: 0.005, memory: 5812, loss_cls: 6.0405, loss: 6.0405, grad_norm: 5.5232 2020-10-24 14:15:36,194 - mmaction - INFO - Epoch [58][260/1492] lr: 1.000e-03, eta: 20:00:03, time: 1.048, data_time: 0.009, memory: 5812, loss_cls: 5.9075, loss: 5.9075, grad_norm: 5.4608 2020-10-24 14:15:57,422 - mmaction - INFO - Epoch [58][280/1492] lr: 1.000e-03, eta: 19:59:39, time: 1.057, data_time: 0.005, memory: 5812, loss_cls: 6.0792, loss: 6.0792, grad_norm: 5.5289 2020-10-24 14:16:17,964 - mmaction - INFO - Epoch [58][300/1492] lr: 1.000e-03, eta: 19:59:15, time: 1.028, data_time: 0.009, memory: 5812, loss_cls: 6.0575, loss: 6.0575, grad_norm: 5.5820 2020-10-24 14:16:38,671 - mmaction - INFO - Epoch [58][320/1492] lr: 1.000e-03, eta: 19:58:51, time: 1.040, data_time: 0.009, memory: 5812, loss_cls: 6.0130, loss: 6.0130, grad_norm: 5.4970 2020-10-24 14:17:00,025 - mmaction - INFO - Epoch [58][340/1492] lr: 1.000e-03, eta: 19:58:28, time: 1.061, data_time: 0.002, memory: 5812, loss_cls: 6.0571, loss: 6.0571, grad_norm: 5.6475 2020-10-24 14:17:21,008 - mmaction - INFO - Epoch [58][360/1492] lr: 1.000e-03, eta: 19:58:04, time: 1.052, data_time: 0.008, memory: 5812, loss_cls: 6.1228, loss: 6.1228, grad_norm: 5.6547 2020-10-24 14:17:42,719 - mmaction - INFO - Epoch [58][380/1492] lr: 1.000e-03, eta: 19:57:41, time: 1.086, data_time: 0.005, memory: 5812, loss_cls: 6.0265, loss: 6.0265, grad_norm: 5.4881 2020-10-24 14:18:04,396 - mmaction - INFO - Epoch [58][400/1492] lr: 1.000e-03, eta: 19:57:18, time: 1.084, data_time: 0.005, memory: 5812, loss_cls: 6.0065, loss: 6.0065, grad_norm: 5.5327 2020-10-24 14:18:25,364 - mmaction - INFO - Epoch [58][420/1492] lr: 1.000e-03, eta: 19:56:54, time: 1.050, data_time: 0.006, memory: 5812, loss_cls: 6.2194, loss: 6.2194, grad_norm: 5.6510 2020-10-24 14:18:46,655 - mmaction - INFO - Epoch [58][440/1492] lr: 1.000e-03, eta: 19:56:31, time: 1.060, data_time: 0.004, memory: 5812, loss_cls: 6.0768, loss: 6.0768, grad_norm: 5.5038 2020-10-24 14:19:07,798 - mmaction - INFO - Epoch [58][460/1492] lr: 1.000e-03, eta: 19:56:07, time: 1.061, data_time: 0.015, memory: 5812, loss_cls: 5.9716, loss: 5.9716, grad_norm: 5.5579 2020-10-24 14:19:28,992 - mmaction - INFO - Epoch [58][480/1492] lr: 1.000e-03, eta: 19:55:44, time: 1.055, data_time: 0.006, memory: 5812, loss_cls: 6.1270, loss: 6.1270, grad_norm: 5.5461 2020-10-24 14:19:50,011 - mmaction - INFO - Epoch [58][500/1492] lr: 1.000e-03, eta: 19:55:20, time: 1.052, data_time: 0.014, memory: 5812, loss_cls: 6.1286, loss: 6.1286, grad_norm: 5.6470 2020-10-24 14:20:10,859 - mmaction - INFO - Epoch [58][520/1492] lr: 1.000e-03, eta: 19:54:56, time: 1.048, data_time: 0.007, memory: 5812, loss_cls: 6.0032, loss: 6.0032, grad_norm: 5.5729 2020-10-24 14:20:31,280 - mmaction - INFO - Epoch [58][540/1492] lr: 1.000e-03, eta: 19:54:32, time: 1.020, data_time: 0.007, memory: 5812, loss_cls: 6.0469, loss: 6.0469, grad_norm: 5.5881 2020-10-24 14:20:52,432 - mmaction - INFO - Epoch [58][560/1492] lr: 1.000e-03, eta: 19:54:08, time: 1.053, data_time: 0.003, memory: 5812, loss_cls: 6.0418, loss: 6.0418, grad_norm: 5.5611 2020-10-24 14:21:13,708 - mmaction - INFO - Epoch [58][580/1492] lr: 1.000e-03, eta: 19:53:45, time: 1.060, data_time: 0.011, memory: 5812, loss_cls: 6.0187, loss: 6.0187, grad_norm: 5.6144 2020-10-24 14:21:33,378 - mmaction - INFO - Epoch [58][600/1492] lr: 1.000e-03, eta: 19:53:20, time: 0.993, data_time: 0.014, memory: 5812, loss_cls: 5.9154, loss: 5.9154, grad_norm: 5.5577 2020-10-24 14:21:54,164 - mmaction - INFO - Epoch [58][620/1492] lr: 1.000e-03, eta: 19:52:57, time: 1.036, data_time: 0.001, memory: 5812, loss_cls: 5.9965, loss: 5.9965, grad_norm: 5.4933 2020-10-24 14:22:14,884 - mmaction - INFO - Epoch [58][640/1492] lr: 1.000e-03, eta: 19:52:33, time: 1.036, data_time: 0.006, memory: 5812, loss_cls: 5.9523, loss: 5.9523, grad_norm: 5.5137 2020-10-24 14:22:36,000 - mmaction - INFO - Epoch [58][660/1492] lr: 1.000e-03, eta: 19:52:09, time: 1.050, data_time: 0.006, memory: 5812, loss_cls: 5.9965, loss: 5.9965, grad_norm: 5.5079 2020-10-24 14:22:57,611 - mmaction - INFO - Epoch [58][680/1492] lr: 1.000e-03, eta: 19:51:46, time: 1.078, data_time: 0.014, memory: 5812, loss_cls: 6.1469, loss: 6.1469, grad_norm: 5.6402 2020-10-24 14:23:18,581 - mmaction - INFO - Epoch [58][700/1492] lr: 1.000e-03, eta: 19:51:22, time: 1.060, data_time: 0.015, memory: 5812, loss_cls: 6.0095, loss: 6.0095, grad_norm: 5.5292 2020-10-24 14:23:39,893 - mmaction - INFO - Epoch [58][720/1492] lr: 1.000e-03, eta: 19:50:59, time: 1.061, data_time: 0.002, memory: 5812, loss_cls: 6.0039, loss: 6.0039, grad_norm: 5.4540 2020-10-24 14:24:01,202 - mmaction - INFO - Epoch [58][740/1492] lr: 1.000e-03, eta: 19:50:35, time: 1.071, data_time: 0.009, memory: 5812, loss_cls: 6.1160, loss: 6.1160, grad_norm: 5.6636 2020-10-24 14:24:22,848 - mmaction - INFO - Epoch [58][760/1492] lr: 1.000e-03, eta: 19:50:12, time: 1.071, data_time: 0.003, memory: 5812, loss_cls: 6.0284, loss: 6.0284, grad_norm: 5.5582 2020-10-24 14:24:44,113 - mmaction - INFO - Epoch [58][780/1492] lr: 1.000e-03, eta: 19:49:49, time: 1.070, data_time: 0.014, memory: 5812, loss_cls: 6.1132, loss: 6.1132, grad_norm: 5.6747 2020-10-24 14:25:05,089 - mmaction - INFO - Epoch [58][800/1492] lr: 1.000e-03, eta: 19:49:25, time: 1.046, data_time: 0.005, memory: 5812, loss_cls: 6.0012, loss: 6.0012, grad_norm: 5.4520 2020-10-24 14:25:25,628 - mmaction - INFO - Epoch [58][820/1492] lr: 1.000e-03, eta: 19:49:01, time: 1.029, data_time: 0.008, memory: 5812, loss_cls: 5.9570, loss: 5.9570, grad_norm: 5.4739 2020-10-24 14:25:46,413 - mmaction - INFO - Epoch [58][840/1492] lr: 1.000e-03, eta: 19:48:37, time: 1.039, data_time: 0.007, memory: 5812, loss_cls: 6.0258, loss: 6.0258, grad_norm: 5.4714 2020-10-24 14:26:07,510 - mmaction - INFO - Epoch [58][860/1492] lr: 1.000e-03, eta: 19:48:14, time: 1.057, data_time: 0.011, memory: 5812, loss_cls: 6.0657, loss: 6.0657, grad_norm: 5.5835 2020-10-24 14:26:28,417 - mmaction - INFO - Epoch [58][880/1492] lr: 1.000e-03, eta: 19:47:50, time: 1.047, data_time: 0.006, memory: 5812, loss_cls: 5.9805, loss: 5.9805, grad_norm: 5.5190 2020-10-24 14:26:49,344 - mmaction - INFO - Epoch [58][900/1492] lr: 1.000e-03, eta: 19:47:26, time: 1.047, data_time: 0.007, memory: 5812, loss_cls: 5.9452, loss: 5.9452, grad_norm: 5.5230 2020-10-24 14:27:10,189 - mmaction - INFO - Epoch [58][920/1492] lr: 1.000e-03, eta: 19:47:02, time: 1.037, data_time: 0.003, memory: 5812, loss_cls: 6.0804, loss: 6.0804, grad_norm: 5.5934 2020-10-24 14:27:31,652 - mmaction - INFO - Epoch [58][940/1492] lr: 1.000e-03, eta: 19:46:39, time: 1.073, data_time: 0.010, memory: 5812, loss_cls: 6.0584, loss: 6.0584, grad_norm: 5.5323 2020-10-24 14:27:52,691 - mmaction - INFO - Epoch [58][960/1492] lr: 1.000e-03, eta: 19:46:16, time: 1.056, data_time: 0.011, memory: 5812, loss_cls: 5.9985, loss: 5.9985, grad_norm: 5.5159 2020-10-24 14:28:13,309 - mmaction - INFO - Epoch [58][980/1492] lr: 1.000e-03, eta: 19:45:52, time: 1.028, data_time: 0.008, memory: 5812, loss_cls: 6.0137, loss: 6.0137, grad_norm: 5.5564 2020-10-24 14:28:34,154 - mmaction - INFO - Epoch [58][1000/1492] lr: 1.000e-03, eta: 19:45:28, time: 1.046, data_time: 0.007, memory: 5812, loss_cls: 5.9616, loss: 5.9616, grad_norm: 5.5025 2020-10-24 14:28:55,047 - mmaction - INFO - Epoch [58][1020/1492] lr: 1.000e-03, eta: 19:45:04, time: 1.044, data_time: 0.003, memory: 5812, loss_cls: 6.0927, loss: 6.0927, grad_norm: 5.5896 2020-10-24 14:29:16,222 - mmaction - INFO - Epoch [58][1040/1492] lr: 1.000e-03, eta: 19:44:41, time: 1.057, data_time: 0.006, memory: 5812, loss_cls: 5.9555, loss: 5.9555, grad_norm: 5.4939 2020-10-24 14:29:36,809 - mmaction - INFO - Epoch [58][1060/1492] lr: 1.000e-03, eta: 19:44:17, time: 1.022, data_time: 0.007, memory: 5812, loss_cls: 6.0171, loss: 6.0171, grad_norm: 5.6643 2020-10-24 14:29:57,725 - mmaction - INFO - Epoch [58][1080/1492] lr: 1.000e-03, eta: 19:43:53, time: 1.049, data_time: 0.013, memory: 5812, loss_cls: 6.0554, loss: 6.0554, grad_norm: 5.5543 2020-10-24 14:30:18,916 - mmaction - INFO - Epoch [58][1100/1492] lr: 1.000e-03, eta: 19:43:29, time: 1.060, data_time: 0.011, memory: 5812, loss_cls: 5.9615, loss: 5.9615, grad_norm: 5.5556 2020-10-24 14:30:39,268 - mmaction - INFO - Epoch [58][1120/1492] lr: 1.000e-03, eta: 19:43:05, time: 1.021, data_time: 0.012, memory: 5812, loss_cls: 5.9918, loss: 5.9918, grad_norm: 5.5755 2020-10-24 14:31:00,211 - mmaction - INFO - Epoch [58][1140/1492] lr: 1.000e-03, eta: 19:42:42, time: 1.048, data_time: 0.007, memory: 5812, loss_cls: 6.0704, loss: 6.0704, grad_norm: 5.5505 2020-10-24 14:31:20,851 - mmaction - INFO - Epoch [58][1160/1492] lr: 1.000e-03, eta: 19:42:18, time: 1.028, data_time: 0.013, memory: 5812, loss_cls: 6.1571, loss: 6.1571, grad_norm: 5.6399 2020-10-24 14:31:41,862 - mmaction - INFO - Epoch [58][1180/1492] lr: 1.000e-03, eta: 19:41:54, time: 1.051, data_time: 0.007, memory: 5812, loss_cls: 5.9725, loss: 5.9725, grad_norm: 5.4251 2020-10-24 14:32:02,886 - mmaction - INFO - Epoch [58][1200/1492] lr: 1.000e-03, eta: 19:41:30, time: 1.050, data_time: 0.008, memory: 5812, loss_cls: 6.0621, loss: 6.0621, grad_norm: 5.5943 2020-10-24 14:32:23,830 - mmaction - INFO - Epoch [58][1220/1492] lr: 1.000e-03, eta: 19:41:07, time: 1.051, data_time: 0.008, memory: 5812, loss_cls: 6.0053, loss: 6.0053, grad_norm: 5.3772 2020-10-24 14:32:44,777 - mmaction - INFO - Epoch [58][1240/1492] lr: 1.000e-03, eta: 19:40:43, time: 1.048, data_time: 0.009, memory: 5812, loss_cls: 5.9599, loss: 5.9599, grad_norm: 5.5121 2020-10-24 14:33:05,469 - mmaction - INFO - Epoch [58][1260/1492] lr: 1.000e-03, eta: 19:40:19, time: 1.032, data_time: 0.009, memory: 5812, loss_cls: 6.0890, loss: 6.0890, grad_norm: 5.4995 2020-10-24 14:33:26,626 - mmaction - INFO - Epoch [58][1280/1492] lr: 1.000e-03, eta: 19:39:56, time: 1.063, data_time: 0.007, memory: 5812, loss_cls: 5.9548, loss: 5.9548, grad_norm: 5.5158 2020-10-24 14:33:47,337 - mmaction - INFO - Epoch [58][1300/1492] lr: 1.000e-03, eta: 19:39:32, time: 1.031, data_time: 0.002, memory: 5812, loss_cls: 5.9528, loss: 5.9528, grad_norm: 5.4443 2020-10-24 14:34:07,954 - mmaction - INFO - Epoch [58][1320/1492] lr: 1.000e-03, eta: 19:39:08, time: 1.031, data_time: 0.009, memory: 5812, loss_cls: 6.0184, loss: 6.0184, grad_norm: 5.5266 2020-10-24 14:34:29,355 - mmaction - INFO - Epoch [58][1340/1492] lr: 1.000e-03, eta: 19:38:45, time: 1.074, data_time: 0.011, memory: 5812, loss_cls: 6.0095, loss: 6.0095, grad_norm: 5.5061 2020-10-24 14:34:50,829 - mmaction - INFO - Epoch [58][1360/1492] lr: 1.000e-03, eta: 19:38:22, time: 1.075, data_time: 0.003, memory: 5812, loss_cls: 6.1261, loss: 6.1261, grad_norm: 5.6327 2020-10-24 14:35:11,830 - mmaction - INFO - Epoch [58][1380/1492] lr: 1.000e-03, eta: 19:37:58, time: 1.049, data_time: 0.003, memory: 5812, loss_cls: 6.1304, loss: 6.1304, grad_norm: 5.6172 2020-10-24 14:35:33,134 - mmaction - INFO - Epoch [58][1400/1492] lr: 1.000e-03, eta: 19:37:34, time: 1.060, data_time: 0.008, memory: 5812, loss_cls: 6.0180, loss: 6.0180, grad_norm: 5.5976 2020-10-24 14:35:54,374 - mmaction - INFO - Epoch [58][1420/1492] lr: 1.000e-03, eta: 19:37:11, time: 1.068, data_time: 0.013, memory: 5812, loss_cls: 6.1078, loss: 6.1078, grad_norm: 5.4961 2020-10-24 14:36:14,889 - mmaction - INFO - Epoch [58][1440/1492] lr: 1.000e-03, eta: 19:36:47, time: 1.026, data_time: 0.006, memory: 5812, loss_cls: 6.0488, loss: 6.0488, grad_norm: 5.6455 2020-10-24 14:36:35,989 - mmaction - INFO - Epoch [58][1460/1492] lr: 1.000e-03, eta: 19:36:23, time: 1.053, data_time: 0.005, memory: 5812, loss_cls: 5.9717, loss: 5.9717, grad_norm: 5.6253 2020-10-24 14:36:56,792 - mmaction - INFO - Epoch [58][1480/1492] lr: 1.000e-03, eta: 19:36:00, time: 1.035, data_time: 0.005, memory: 5812, loss_cls: 6.0916, loss: 6.0916, grad_norm: 5.6442 2020-10-24 14:37:46,006 - mmaction - INFO - Epoch [59][20/1492] lr: 1.000e-03, eta: 19:35:24, time: 1.837, data_time: 1.013, memory: 5812, loss_cls: 5.9361, loss: 5.9361, grad_norm: 5.5606 2020-10-24 14:38:09,143 - mmaction - INFO - Epoch [59][40/1492] lr: 1.000e-03, eta: 19:35:02, time: 1.159, data_time: 0.070, memory: 5812, loss_cls: 5.9605, loss: 5.9605, grad_norm: 5.4789 2020-10-24 14:38:29,879 - mmaction - INFO - Epoch [59][60/1492] lr: 1.000e-03, eta: 19:34:38, time: 1.034, data_time: 0.002, memory: 5812, loss_cls: 5.8723, loss: 5.8723, grad_norm: 5.4108 2020-10-24 14:38:51,300 - mmaction - INFO - Epoch [59][80/1492] lr: 1.000e-03, eta: 19:34:15, time: 1.071, data_time: 0.006, memory: 5812, loss_cls: 6.1448, loss: 6.1448, grad_norm: 5.5796 2020-10-24 14:39:11,935 - mmaction - INFO - Epoch [59][100/1492] lr: 1.000e-03, eta: 19:33:51, time: 1.033, data_time: 0.005, memory: 5812, loss_cls: 5.9712, loss: 5.9712, grad_norm: 5.4549 2020-10-24 14:39:33,186 - mmaction - INFO - Epoch [59][120/1492] lr: 1.000e-03, eta: 19:33:28, time: 1.064, data_time: 0.003, memory: 5812, loss_cls: 6.0043, loss: 6.0043, grad_norm: 5.5676 2020-10-24 14:39:54,230 - mmaction - INFO - Epoch [59][140/1492] lr: 1.000e-03, eta: 19:33:04, time: 1.043, data_time: 0.002, memory: 5812, loss_cls: 6.0633, loss: 6.0633, grad_norm: 5.5910 2020-10-24 14:40:14,591 - mmaction - INFO - Epoch [59][160/1492] lr: 1.000e-03, eta: 19:32:40, time: 1.025, data_time: 0.011, memory: 5812, loss_cls: 6.0625, loss: 6.0625, grad_norm: 5.6228 2020-10-24 14:40:35,640 - mmaction - INFO - Epoch [59][180/1492] lr: 1.000e-03, eta: 19:32:16, time: 1.052, data_time: 0.003, memory: 5812, loss_cls: 5.9904, loss: 5.9904, grad_norm: 5.4638 2020-10-24 14:40:57,080 - mmaction - INFO - Epoch [59][200/1492] lr: 1.000e-03, eta: 19:31:53, time: 1.064, data_time: 0.007, memory: 5812, loss_cls: 5.8610, loss: 5.8610, grad_norm: 5.5055 2020-10-24 14:41:17,962 - mmaction - INFO - Epoch [59][220/1492] lr: 1.000e-03, eta: 19:31:30, time: 1.054, data_time: 0.012, memory: 5812, loss_cls: 6.0156, loss: 6.0156, grad_norm: 5.5550 2020-10-24 14:41:39,010 - mmaction - INFO - Epoch [59][240/1492] lr: 1.000e-03, eta: 19:31:06, time: 1.053, data_time: 0.003, memory: 5812, loss_cls: 6.0501, loss: 6.0501, grad_norm: 5.5667 2020-10-24 14:41:59,559 - mmaction - INFO - Epoch [59][260/1492] lr: 1.000e-03, eta: 19:30:42, time: 1.025, data_time: 0.004, memory: 5812, loss_cls: 6.0605, loss: 6.0605, grad_norm: 5.4894 2020-10-24 14:42:20,771 - mmaction - INFO - Epoch [59][280/1492] lr: 1.000e-03, eta: 19:30:19, time: 1.063, data_time: 0.004, memory: 5812, loss_cls: 6.0174, loss: 6.0174, grad_norm: 5.4995 2020-10-24 14:42:42,252 - mmaction - INFO - Epoch [59][300/1492] lr: 1.000e-03, eta: 19:29:55, time: 1.060, data_time: 0.006, memory: 5812, loss_cls: 5.9558, loss: 5.9558, grad_norm: 5.5858 2020-10-24 14:43:03,292 - mmaction - INFO - Epoch [59][320/1492] lr: 1.000e-03, eta: 19:29:32, time: 1.064, data_time: 0.014, memory: 5812, loss_cls: 6.0216, loss: 6.0216, grad_norm: 5.6205 2020-10-24 14:43:23,242 - mmaction - INFO - Epoch [59][340/1492] lr: 1.000e-03, eta: 19:29:07, time: 0.997, data_time: 0.004, memory: 5812, loss_cls: 6.0606, loss: 6.0606, grad_norm: 5.5487 2020-10-24 14:43:44,722 - mmaction - INFO - Epoch [59][360/1492] lr: 1.000e-03, eta: 19:28:44, time: 1.067, data_time: 0.007, memory: 5812, loss_cls: 5.9399, loss: 5.9399, grad_norm: 5.4292 2020-10-24 14:44:05,650 - mmaction - INFO - Epoch [59][380/1492] lr: 1.000e-03, eta: 19:28:21, time: 1.056, data_time: 0.012, memory: 5812, loss_cls: 6.0696, loss: 6.0696, grad_norm: 5.6065 2020-10-24 14:44:27,324 - mmaction - INFO - Epoch [59][400/1492] lr: 1.000e-03, eta: 19:27:57, time: 1.073, data_time: 0.002, memory: 5812, loss_cls: 5.9049, loss: 5.9049, grad_norm: 5.5082 2020-10-24 14:44:48,361 - mmaction - INFO - Epoch [59][420/1492] lr: 1.000e-03, eta: 19:27:34, time: 1.059, data_time: 0.012, memory: 5812, loss_cls: 6.0405, loss: 6.0405, grad_norm: 5.6538 2020-10-24 14:45:09,047 - mmaction - INFO - Epoch [59][440/1492] lr: 1.000e-03, eta: 19:27:10, time: 1.035, data_time: 0.010, memory: 5812, loss_cls: 6.0178, loss: 6.0178, grad_norm: 5.6376 2020-10-24 14:45:30,693 - mmaction - INFO - Epoch [59][460/1492] lr: 1.000e-03, eta: 19:26:47, time: 1.075, data_time: 0.005, memory: 5812, loss_cls: 5.9767, loss: 5.9767, grad_norm: 5.5439 2020-10-24 14:45:52,030 - mmaction - INFO - Epoch [59][480/1492] lr: 1.000e-03, eta: 19:26:24, time: 1.076, data_time: 0.012, memory: 5812, loss_cls: 6.0258, loss: 6.0258, grad_norm: 5.6477 2020-10-24 14:46:13,108 - mmaction - INFO - Epoch [59][500/1492] lr: 1.000e-03, eta: 19:26:00, time: 1.054, data_time: 0.006, memory: 5812, loss_cls: 6.0373, loss: 6.0373, grad_norm: 5.5793 2020-10-24 14:46:34,088 - mmaction - INFO - Epoch [59][520/1492] lr: 1.000e-03, eta: 19:25:36, time: 1.050, data_time: 0.003, memory: 5812, loss_cls: 6.0460, loss: 6.0460, grad_norm: 5.5787 2020-10-24 14:46:55,296 - mmaction - INFO - Epoch [59][540/1492] lr: 1.000e-03, eta: 19:25:13, time: 1.055, data_time: 0.004, memory: 5812, loss_cls: 5.8829, loss: 5.8829, grad_norm: 5.4448 2020-10-24 14:47:16,623 - mmaction - INFO - Epoch [59][560/1492] lr: 1.000e-03, eta: 19:24:50, time: 1.071, data_time: 0.009, memory: 5812, loss_cls: 6.1332, loss: 6.1332, grad_norm: 5.6087 2020-10-24 14:47:38,458 - mmaction - INFO - Epoch [59][580/1492] lr: 1.000e-03, eta: 19:24:27, time: 1.085, data_time: 0.003, memory: 5812, loss_cls: 6.0037, loss: 6.0037, grad_norm: 5.5624 2020-10-24 14:47:59,634 - mmaction - INFO - Epoch [59][600/1492] lr: 1.000e-03, eta: 19:24:03, time: 1.059, data_time: 0.009, memory: 5812, loss_cls: 5.9536, loss: 5.9536, grad_norm: 5.4779 2020-10-24 14:48:19,781 - mmaction - INFO - Epoch [59][620/1492] lr: 1.000e-03, eta: 19:23:39, time: 1.012, data_time: 0.010, memory: 5812, loss_cls: 5.9279, loss: 5.9279, grad_norm: 5.5221 2020-10-24 14:48:40,778 - mmaction - INFO - Epoch [59][640/1492] lr: 1.000e-03, eta: 19:23:15, time: 1.042, data_time: 0.005, memory: 5812, loss_cls: 5.9477, loss: 5.9477, grad_norm: 5.5294 2020-10-24 14:49:01,936 - mmaction - INFO - Epoch [59][660/1492] lr: 1.000e-03, eta: 19:22:52, time: 1.062, data_time: 0.012, memory: 5812, loss_cls: 6.1052, loss: 6.1052, grad_norm: 5.7298 2020-10-24 14:49:21,994 - mmaction - INFO - Epoch [59][680/1492] lr: 1.000e-03, eta: 19:22:28, time: 1.008, data_time: 0.008, memory: 5812, loss_cls: 6.0154, loss: 6.0154, grad_norm: 5.5535 2020-10-24 14:49:42,664 - mmaction - INFO - Epoch [59][700/1492] lr: 1.000e-03, eta: 19:22:04, time: 1.025, data_time: 0.026, memory: 5812, loss_cls: 6.0307, loss: 6.0307, grad_norm: 5.5523 2020-10-24 14:50:04,016 - mmaction - INFO - Epoch [59][720/1492] lr: 1.000e-03, eta: 19:21:41, time: 1.076, data_time: 0.012, memory: 5812, loss_cls: 6.0023, loss: 6.0023, grad_norm: 5.5913 2020-10-24 14:50:25,328 - mmaction - INFO - Epoch [59][740/1492] lr: 1.000e-03, eta: 19:21:17, time: 1.060, data_time: 0.001, memory: 5812, loss_cls: 5.9785, loss: 5.9785, grad_norm: 5.5830 2020-10-24 14:50:46,507 - mmaction - INFO - Epoch [59][760/1492] lr: 1.000e-03, eta: 19:20:54, time: 1.062, data_time: 0.010, memory: 5812, loss_cls: 6.0193, loss: 6.0193, grad_norm: 5.5519 2020-10-24 14:51:07,192 - mmaction - INFO - Epoch [59][780/1492] lr: 1.000e-03, eta: 19:20:30, time: 1.036, data_time: 0.006, memory: 5812, loss_cls: 6.0916, loss: 6.0916, grad_norm: 5.6344 2020-10-24 14:51:28,486 - mmaction - INFO - Epoch [59][800/1492] lr: 1.000e-03, eta: 19:20:07, time: 1.065, data_time: 0.003, memory: 5812, loss_cls: 6.0359, loss: 6.0359, grad_norm: 5.5380 2020-10-24 14:51:49,185 - mmaction - INFO - Epoch [59][820/1492] lr: 1.000e-03, eta: 19:19:43, time: 1.035, data_time: 0.001, memory: 5812, loss_cls: 5.9884, loss: 5.9884, grad_norm: 5.5946 2020-10-24 14:52:10,000 - mmaction - INFO - Epoch [59][840/1492] lr: 1.000e-03, eta: 19:19:19, time: 1.033, data_time: 0.003, memory: 5812, loss_cls: 6.0370, loss: 6.0370, grad_norm: 5.5353 2020-10-24 14:52:30,531 - mmaction - INFO - Epoch [59][860/1492] lr: 1.000e-03, eta: 19:18:55, time: 1.034, data_time: 0.010, memory: 5812, loss_cls: 6.0515, loss: 6.0515, grad_norm: 5.5010 2020-10-24 14:52:51,392 - mmaction - INFO - Epoch [59][880/1492] lr: 1.000e-03, eta: 19:18:32, time: 1.038, data_time: 0.003, memory: 5812, loss_cls: 6.0314, loss: 6.0314, grad_norm: 5.5966 2020-10-24 14:53:11,982 - mmaction - INFO - Epoch [59][900/1492] lr: 1.000e-03, eta: 19:18:08, time: 1.035, data_time: 0.007, memory: 5812, loss_cls: 6.0666, loss: 6.0666, grad_norm: 5.6884 2020-10-24 14:53:33,078 - mmaction - INFO - Epoch [59][920/1492] lr: 1.000e-03, eta: 19:17:44, time: 1.049, data_time: 0.003, memory: 5812, loss_cls: 6.0447, loss: 6.0447, grad_norm: 5.6347 2020-10-24 14:53:54,105 - mmaction - INFO - Epoch [59][940/1492] lr: 1.000e-03, eta: 19:17:21, time: 1.055, data_time: 0.008, memory: 5812, loss_cls: 6.0062, loss: 6.0062, grad_norm: 5.5203 2020-10-24 14:54:14,969 - mmaction - INFO - Epoch [59][960/1492] lr: 1.000e-03, eta: 19:16:57, time: 1.041, data_time: 0.005, memory: 5812, loss_cls: 5.9976, loss: 5.9976, grad_norm: 5.6341 2020-10-24 14:54:36,178 - mmaction - INFO - Epoch [59][980/1492] lr: 1.000e-03, eta: 19:16:34, time: 1.059, data_time: 0.007, memory: 5812, loss_cls: 5.9054, loss: 5.9054, grad_norm: 5.6046 2020-10-24 14:54:57,203 - mmaction - INFO - Epoch [59][1000/1492] lr: 1.000e-03, eta: 19:16:10, time: 1.056, data_time: 0.009, memory: 5812, loss_cls: 6.0028, loss: 6.0028, grad_norm: 5.4649 2020-10-24 14:55:17,769 - mmaction - INFO - Epoch [59][1020/1492] lr: 1.000e-03, eta: 19:15:46, time: 1.030, data_time: 0.003, memory: 5812, loss_cls: 6.0845, loss: 6.0845, grad_norm: 5.6368 2020-10-24 14:55:38,883 - mmaction - INFO - Epoch [59][1040/1492] lr: 1.000e-03, eta: 19:15:23, time: 1.047, data_time: 0.003, memory: 5812, loss_cls: 6.0922, loss: 6.0922, grad_norm: 5.5789 2020-10-24 14:56:00,136 - mmaction - INFO - Epoch [59][1060/1492] lr: 1.000e-03, eta: 19:14:59, time: 1.066, data_time: 0.013, memory: 5812, loss_cls: 6.0858, loss: 6.0858, grad_norm: 5.6300 2020-10-24 14:56:21,102 - mmaction - INFO - Epoch [59][1080/1492] lr: 1.000e-03, eta: 19:14:36, time: 1.043, data_time: 0.007, memory: 5812, loss_cls: 6.1203, loss: 6.1203, grad_norm: 5.6701 2020-10-24 14:56:42,030 - mmaction - INFO - Epoch [59][1100/1492] lr: 1.000e-03, eta: 19:14:12, time: 1.057, data_time: 0.012, memory: 5812, loss_cls: 6.0841, loss: 6.0841, grad_norm: 5.6650 2020-10-24 14:57:03,262 - mmaction - INFO - Epoch [59][1120/1492] lr: 1.000e-03, eta: 19:13:49, time: 1.061, data_time: 0.005, memory: 5812, loss_cls: 5.8453, loss: 5.8453, grad_norm: 5.4293 2020-10-24 14:57:24,137 - mmaction - INFO - Epoch [59][1140/1492] lr: 1.000e-03, eta: 19:13:25, time: 1.043, data_time: 0.003, memory: 5812, loss_cls: 6.0314, loss: 6.0314, grad_norm: 5.6080 2020-10-24 14:57:44,933 - mmaction - INFO - Epoch [59][1160/1492] lr: 1.000e-03, eta: 19:13:01, time: 1.039, data_time: 0.004, memory: 5812, loss_cls: 6.0014, loss: 6.0014, grad_norm: 5.5919 2020-10-24 14:58:06,495 - mmaction - INFO - Epoch [59][1180/1492] lr: 1.000e-03, eta: 19:12:38, time: 1.077, data_time: 0.004, memory: 5812, loss_cls: 6.1110, loss: 6.1110, grad_norm: 5.6825 2020-10-24 14:58:27,154 - mmaction - INFO - Epoch [59][1200/1492] lr: 1.000e-03, eta: 19:12:14, time: 1.025, data_time: 0.007, memory: 5812, loss_cls: 6.0082, loss: 6.0082, grad_norm: 5.6341 2020-10-24 14:58:48,689 - mmaction - INFO - Epoch [59][1220/1492] lr: 1.000e-03, eta: 19:11:51, time: 1.088, data_time: 0.013, memory: 5812, loss_cls: 6.0849, loss: 6.0849, grad_norm: 5.6711 2020-10-24 14:59:09,738 - mmaction - INFO - Epoch [59][1240/1492] lr: 1.000e-03, eta: 19:11:28, time: 1.044, data_time: 0.001, memory: 5812, loss_cls: 6.1259, loss: 6.1259, grad_norm: 5.6305 2020-10-24 14:59:30,717 - mmaction - INFO - Epoch [59][1260/1492] lr: 1.000e-03, eta: 19:11:04, time: 1.049, data_time: 0.010, memory: 5812, loss_cls: 5.9964, loss: 5.9964, grad_norm: 5.5547 2020-10-24 14:59:51,607 - mmaction - INFO - Epoch [59][1280/1492] lr: 1.000e-03, eta: 19:10:41, time: 1.048, data_time: 0.009, memory: 5812, loss_cls: 6.0759, loss: 6.0759, grad_norm: 5.7272 2020-10-24 15:00:13,036 - mmaction - INFO - Epoch [59][1300/1492] lr: 1.000e-03, eta: 19:10:17, time: 1.073, data_time: 0.006, memory: 5812, loss_cls: 5.9650, loss: 5.9650, grad_norm: 5.5835 2020-10-24 15:00:33,821 - mmaction - INFO - Epoch [59][1320/1492] lr: 1.000e-03, eta: 19:09:54, time: 1.041, data_time: 0.005, memory: 5812, loss_cls: 6.0936, loss: 6.0936, grad_norm: 5.6168 2020-10-24 15:00:54,722 - mmaction - INFO - Epoch [59][1340/1492] lr: 1.000e-03, eta: 19:09:30, time: 1.041, data_time: 0.001, memory: 5812, loss_cls: 5.9977, loss: 5.9977, grad_norm: 5.5944 2020-10-24 15:01:15,354 - mmaction - INFO - Epoch [59][1360/1492] lr: 1.000e-03, eta: 19:09:06, time: 1.025, data_time: 0.012, memory: 5812, loss_cls: 6.0698, loss: 6.0698, grad_norm: 5.6282 2020-10-24 15:01:37,055 - mmaction - INFO - Epoch [59][1380/1492] lr: 1.000e-03, eta: 19:08:43, time: 1.095, data_time: 0.012, memory: 5812, loss_cls: 6.0540, loss: 6.0540, grad_norm: 5.6561 2020-10-24 15:01:57,718 - mmaction - INFO - Epoch [59][1400/1492] lr: 1.000e-03, eta: 19:08:20, time: 1.033, data_time: 0.003, memory: 5812, loss_cls: 6.0709, loss: 6.0709, grad_norm: 5.6117 2020-10-24 15:02:18,760 - mmaction - INFO - Epoch [59][1420/1492] lr: 1.000e-03, eta: 19:07:56, time: 1.051, data_time: 0.002, memory: 5812, loss_cls: 6.0495, loss: 6.0495, grad_norm: 5.5459 2020-10-24 15:02:40,119 - mmaction - INFO - Epoch [59][1440/1492] lr: 1.000e-03, eta: 19:07:33, time: 1.070, data_time: 0.004, memory: 5812, loss_cls: 6.1564, loss: 6.1564, grad_norm: 5.7117 2020-10-24 15:03:01,326 - mmaction - INFO - Epoch [59][1460/1492] lr: 1.000e-03, eta: 19:07:09, time: 1.046, data_time: 0.002, memory: 5812, loss_cls: 6.0063, loss: 6.0063, grad_norm: 5.6658 2020-10-24 15:03:22,638 - mmaction - INFO - Epoch [59][1480/1492] lr: 1.000e-03, eta: 19:06:46, time: 1.079, data_time: 0.018, memory: 5812, loss_cls: 5.8378, loss: 5.8378, grad_norm: 5.5691 2020-10-24 15:04:51,903 - mmaction - INFO - Epoch [60][20/1492] lr: 1.000e-03, eta: 19:06:28, time: 3.065, data_time: 2.186, memory: 5812, loss_cls: 5.9888, loss: 5.9888, grad_norm: 5.5592 2020-10-24 15:05:14,178 - mmaction - INFO - Epoch [60][40/1492] lr: 1.000e-03, eta: 19:06:05, time: 1.120, data_time: 0.090, memory: 5812, loss_cls: 5.8966, loss: 5.8966, grad_norm: 5.5160 2020-10-24 15:05:36,070 - mmaction - INFO - Epoch [60][60/1492] lr: 1.000e-03, eta: 19:05:42, time: 1.093, data_time: 0.004, memory: 5812, loss_cls: 6.0066, loss: 6.0066, grad_norm: 5.6788 2020-10-24 15:05:57,476 - mmaction - INFO - Epoch [60][80/1492] lr: 1.000e-03, eta: 19:05:19, time: 1.071, data_time: 0.003, memory: 5812, loss_cls: 6.1142, loss: 6.1142, grad_norm: 5.6235 2020-10-24 15:06:18,993 - mmaction - INFO - Epoch [60][100/1492] lr: 1.000e-03, eta: 19:04:56, time: 1.074, data_time: 0.008, memory: 5812, loss_cls: 5.9071, loss: 5.9071, grad_norm: 5.4834 2020-10-24 15:06:40,576 - mmaction - INFO - Epoch [60][120/1492] lr: 1.000e-03, eta: 19:04:33, time: 1.080, data_time: 0.006, memory: 5812, loss_cls: 5.9119, loss: 5.9119, grad_norm: 5.5473 2020-10-24 15:07:02,503 - mmaction - INFO - Epoch [60][140/1492] lr: 1.000e-03, eta: 19:04:10, time: 1.097, data_time: 0.006, memory: 5812, loss_cls: 5.8779, loss: 5.8779, grad_norm: 5.6266 2020-10-24 15:07:22,842 - mmaction - INFO - Epoch [60][160/1492] lr: 1.000e-03, eta: 19:03:46, time: 1.019, data_time: 0.009, memory: 5812, loss_cls: 6.1224, loss: 6.1224, grad_norm: 5.6980 2020-10-24 15:07:43,846 - mmaction - INFO - Epoch [60][180/1492] lr: 1.000e-03, eta: 19:03:22, time: 1.050, data_time: 0.002, memory: 5812, loss_cls: 6.0698, loss: 6.0698, grad_norm: 5.5295 2020-10-24 15:08:04,391 - mmaction - INFO - Epoch [60][200/1492] lr: 1.000e-03, eta: 19:02:58, time: 1.025, data_time: 0.003, memory: 5812, loss_cls: 6.1760, loss: 6.1760, grad_norm: 5.7239 2020-10-24 15:08:25,138 - mmaction - INFO - Epoch [60][220/1492] lr: 1.000e-03, eta: 19:02:35, time: 1.036, data_time: 0.008, memory: 5812, loss_cls: 6.0230, loss: 6.0230, grad_norm: 5.5246 2020-10-24 15:08:46,012 - mmaction - INFO - Epoch [60][240/1492] lr: 1.000e-03, eta: 19:02:11, time: 1.042, data_time: 0.006, memory: 5812, loss_cls: 5.9469, loss: 5.9469, grad_norm: 5.5375 2020-10-24 15:09:07,435 - mmaction - INFO - Epoch [60][260/1492] lr: 1.000e-03, eta: 19:01:48, time: 1.069, data_time: 0.009, memory: 5812, loss_cls: 5.9212, loss: 5.9212, grad_norm: 5.5891 2020-10-24 15:09:28,396 - mmaction - INFO - Epoch [60][280/1492] lr: 1.000e-03, eta: 19:01:24, time: 1.051, data_time: 0.010, memory: 5812, loss_cls: 6.0863, loss: 6.0863, grad_norm: 5.7061 2020-10-24 15:09:49,381 - mmaction - INFO - Epoch [60][300/1492] lr: 1.000e-03, eta: 19:01:01, time: 1.054, data_time: 0.007, memory: 5812, loss_cls: 6.0370, loss: 6.0370, grad_norm: 5.6469 2020-10-24 15:10:10,627 - mmaction - INFO - Epoch [60][320/1492] lr: 1.000e-03, eta: 19:00:37, time: 1.057, data_time: 0.002, memory: 5812, loss_cls: 5.9940, loss: 5.9940, grad_norm: 5.6915 2020-10-24 15:10:31,411 - mmaction - INFO - Epoch [60][340/1492] lr: 1.000e-03, eta: 19:00:14, time: 1.031, data_time: 0.007, memory: 5812, loss_cls: 6.0734, loss: 6.0734, grad_norm: 5.6408 2020-10-24 15:10:50,359 - mmaction - INFO - Epoch [60][360/1492] lr: 1.000e-03, eta: 18:59:49, time: 0.960, data_time: 0.015, memory: 5812, loss_cls: 5.9797, loss: 5.9797, grad_norm: 5.5777 2020-10-24 15:11:11,915 - mmaction - INFO - Epoch [60][380/1492] lr: 1.000e-03, eta: 18:59:26, time: 1.072, data_time: 0.003, memory: 5812, loss_cls: 6.0206, loss: 6.0206, grad_norm: 5.6544 2020-10-24 15:11:32,832 - mmaction - INFO - Epoch [60][400/1492] lr: 1.000e-03, eta: 18:59:02, time: 1.051, data_time: 0.007, memory: 5812, loss_cls: 6.0834, loss: 6.0834, grad_norm: 5.5338 2020-10-24 15:11:53,764 - mmaction - INFO - Epoch [60][420/1492] lr: 1.000e-03, eta: 18:58:38, time: 1.041, data_time: 0.003, memory: 5812, loss_cls: 6.1405, loss: 6.1405, grad_norm: 5.7286 2020-10-24 15:12:13,875 - mmaction - INFO - Epoch [60][440/1492] lr: 1.000e-03, eta: 18:58:14, time: 1.011, data_time: 0.008, memory: 5812, loss_cls: 6.0314, loss: 6.0314, grad_norm: 5.5356 2020-10-24 15:12:34,753 - mmaction - INFO - Epoch [60][460/1492] lr: 1.000e-03, eta: 18:57:51, time: 1.042, data_time: 0.001, memory: 5812, loss_cls: 5.9296, loss: 5.9296, grad_norm: 5.5852 2020-10-24 15:12:55,744 - mmaction - INFO - Epoch [60][480/1492] lr: 1.000e-03, eta: 18:57:27, time: 1.048, data_time: 0.007, memory: 5812, loss_cls: 6.0725, loss: 6.0725, grad_norm: 5.7091 2020-10-24 15:13:17,049 - mmaction - INFO - Epoch [60][500/1492] lr: 1.000e-03, eta: 18:57:04, time: 1.066, data_time: 0.006, memory: 5812, loss_cls: 6.0070, loss: 6.0070, grad_norm: 5.5505 2020-10-24 15:13:38,054 - mmaction - INFO - Epoch [60][520/1492] lr: 1.000e-03, eta: 18:56:40, time: 1.052, data_time: 0.007, memory: 5812, loss_cls: 6.0672, loss: 6.0672, grad_norm: 5.5637 2020-10-24 15:13:59,385 - mmaction - INFO - Epoch [60][540/1492] lr: 1.000e-03, eta: 18:56:17, time: 1.054, data_time: 0.005, memory: 5812, loss_cls: 6.0955, loss: 6.0955, grad_norm: 5.8069 2020-10-24 15:14:20,576 - mmaction - INFO - Epoch [60][560/1492] lr: 1.000e-03, eta: 18:55:54, time: 1.070, data_time: 0.016, memory: 5812, loss_cls: 6.0800, loss: 6.0800, grad_norm: 5.5821 2020-10-24 15:14:41,193 - mmaction - INFO - Epoch [60][580/1492] lr: 1.000e-03, eta: 18:55:30, time: 1.033, data_time: 0.006, memory: 5812, loss_cls: 5.9407, loss: 5.9407, grad_norm: 5.6530 2020-10-24 15:15:01,976 - mmaction - INFO - Epoch [60][600/1492] lr: 1.000e-03, eta: 18:55:06, time: 1.038, data_time: 0.002, memory: 5812, loss_cls: 6.1167, loss: 6.1167, grad_norm: 5.6800 2020-10-24 15:15:22,731 - mmaction - INFO - Epoch [60][620/1492] lr: 1.000e-03, eta: 18:54:43, time: 1.037, data_time: 0.001, memory: 5812, loss_cls: 5.9583, loss: 5.9583, grad_norm: 5.6045 2020-10-24 15:15:43,438 - mmaction - INFO - Epoch [60][640/1492] lr: 1.000e-03, eta: 18:54:19, time: 1.037, data_time: 0.004, memory: 5812, loss_cls: 5.8760, loss: 5.8760, grad_norm: 5.6239 2020-10-24 15:16:04,648 - mmaction - INFO - Epoch [60][660/1492] lr: 1.000e-03, eta: 18:53:56, time: 1.058, data_time: 0.001, memory: 5812, loss_cls: 6.0133, loss: 6.0133, grad_norm: 5.6141 2020-10-24 15:16:25,744 - mmaction - INFO - Epoch [60][680/1492] lr: 1.000e-03, eta: 18:53:32, time: 1.052, data_time: 0.008, memory: 5812, loss_cls: 5.9464, loss: 5.9464, grad_norm: 5.6968 2020-10-24 15:16:47,315 - mmaction - INFO - Epoch [60][700/1492] lr: 1.000e-03, eta: 18:53:09, time: 1.081, data_time: 0.008, memory: 5812, loss_cls: 6.0115, loss: 6.0115, grad_norm: 5.7359 2020-10-24 15:17:07,610 - mmaction - INFO - Epoch [60][720/1492] lr: 1.000e-03, eta: 18:52:45, time: 1.011, data_time: 0.010, memory: 5812, loss_cls: 6.0194, loss: 6.0194, grad_norm: 5.6488 2020-10-24 15:17:28,043 - mmaction - INFO - Epoch [60][740/1492] lr: 1.000e-03, eta: 18:52:21, time: 1.023, data_time: 0.009, memory: 5812, loss_cls: 5.8850, loss: 5.8850, grad_norm: 5.5442 2020-10-24 15:17:49,476 - mmaction - INFO - Epoch [60][760/1492] lr: 1.000e-03, eta: 18:51:58, time: 1.067, data_time: 0.006, memory: 5812, loss_cls: 6.0169, loss: 6.0169, grad_norm: 5.5898 2020-10-24 15:18:10,490 - mmaction - INFO - Epoch [60][780/1492] lr: 1.000e-03, eta: 18:51:35, time: 1.060, data_time: 0.012, memory: 5812, loss_cls: 5.8445, loss: 5.8445, grad_norm: 5.5683 2020-10-24 15:18:31,756 - mmaction - INFO - Epoch [60][800/1492] lr: 1.000e-03, eta: 18:51:11, time: 1.060, data_time: 0.002, memory: 5812, loss_cls: 6.1118, loss: 6.1118, grad_norm: 5.6895 2020-10-24 15:18:52,543 - mmaction - INFO - Epoch [60][820/1492] lr: 1.000e-03, eta: 18:50:48, time: 1.034, data_time: 0.009, memory: 5812, loss_cls: 6.0832, loss: 6.0832, grad_norm: 5.6027 2020-10-24 15:19:12,794 - mmaction - INFO - Epoch [60][840/1492] lr: 1.000e-03, eta: 18:50:24, time: 1.021, data_time: 0.011, memory: 5812, loss_cls: 5.9249, loss: 5.9249, grad_norm: 5.5050 2020-10-24 15:19:34,005 - mmaction - INFO - Epoch [60][860/1492] lr: 1.000e-03, eta: 18:50:00, time: 1.057, data_time: 0.004, memory: 5812, loss_cls: 6.0465, loss: 6.0465, grad_norm: 5.6893 2020-10-24 15:19:55,101 - mmaction - INFO - Epoch [60][880/1492] lr: 1.000e-03, eta: 18:49:37, time: 1.051, data_time: 0.005, memory: 5812, loss_cls: 6.0205, loss: 6.0205, grad_norm: 5.6443 2020-10-24 15:20:16,579 - mmaction - INFO - Epoch [60][900/1492] lr: 1.000e-03, eta: 18:49:14, time: 1.075, data_time: 0.010, memory: 5812, loss_cls: 6.0246, loss: 6.0246, grad_norm: 5.6052 2020-10-24 15:20:38,094 - mmaction - INFO - Epoch [60][920/1492] lr: 1.000e-03, eta: 18:48:50, time: 1.076, data_time: 0.010, memory: 5812, loss_cls: 6.0660, loss: 6.0660, grad_norm: 5.7058 2020-10-24 15:20:59,061 - mmaction - INFO - Epoch [60][940/1492] lr: 1.000e-03, eta: 18:48:27, time: 1.052, data_time: 0.007, memory: 5812, loss_cls: 5.9666, loss: 5.9666, grad_norm: 5.5140 2020-10-24 15:21:20,308 - mmaction - INFO - Epoch [60][960/1492] lr: 1.000e-03, eta: 18:48:04, time: 1.063, data_time: 0.003, memory: 5812, loss_cls: 5.9970, loss: 5.9970, grad_norm: 5.6643 2020-10-24 15:21:40,809 - mmaction - INFO - Epoch [60][980/1492] lr: 1.000e-03, eta: 18:47:40, time: 1.018, data_time: 0.005, memory: 5812, loss_cls: 6.0597, loss: 6.0597, grad_norm: 5.6574 2020-10-24 15:22:01,847 - mmaction - INFO - Epoch [60][1000/1492] lr: 1.000e-03, eta: 18:47:16, time: 1.055, data_time: 0.010, memory: 5812, loss_cls: 6.0057, loss: 6.0057, grad_norm: 5.7039 2020-10-24 15:22:22,205 - mmaction - INFO - Epoch [60][1020/1492] lr: 1.000e-03, eta: 18:46:52, time: 1.017, data_time: 0.007, memory: 5812, loss_cls: 6.0983, loss: 6.0983, grad_norm: 5.6636 2020-10-24 15:22:42,761 - mmaction - INFO - Epoch [60][1040/1492] lr: 1.000e-03, eta: 18:46:29, time: 1.034, data_time: 0.007, memory: 5812, loss_cls: 6.1590, loss: 6.1590, grad_norm: 5.7843 2020-10-24 15:23:03,459 - mmaction - INFO - Epoch [60][1060/1492] lr: 1.000e-03, eta: 18:46:05, time: 1.034, data_time: 0.003, memory: 5812, loss_cls: 5.9544, loss: 5.9544, grad_norm: 5.5666 2020-10-24 15:23:24,985 - mmaction - INFO - Epoch [60][1080/1492] lr: 1.000e-03, eta: 18:45:42, time: 1.074, data_time: 0.002, memory: 5812, loss_cls: 6.1255, loss: 6.1255, grad_norm: 5.7656 2020-10-24 15:23:46,200 - mmaction - INFO - Epoch [60][1100/1492] lr: 1.000e-03, eta: 18:45:19, time: 1.061, data_time: 0.004, memory: 5812, loss_cls: 6.0596, loss: 6.0596, grad_norm: 5.6041 2020-10-24 15:24:07,327 - mmaction - INFO - Epoch [60][1120/1492] lr: 1.000e-03, eta: 18:44:55, time: 1.053, data_time: 0.005, memory: 5812, loss_cls: 6.0345, loss: 6.0345, grad_norm: 5.6473 2020-10-24 15:24:28,304 - mmaction - INFO - Epoch [60][1140/1492] lr: 1.000e-03, eta: 18:44:32, time: 1.053, data_time: 0.006, memory: 5812, loss_cls: 6.0436, loss: 6.0436, grad_norm: 5.6198 2020-10-24 15:24:49,297 - mmaction - INFO - Epoch [60][1160/1492] lr: 1.000e-03, eta: 18:44:08, time: 1.045, data_time: 0.006, memory: 5812, loss_cls: 5.9831, loss: 5.9831, grad_norm: 5.5745 2020-10-24 15:25:10,481 - mmaction - INFO - Epoch [60][1180/1492] lr: 1.000e-03, eta: 18:43:45, time: 1.060, data_time: 0.007, memory: 5812, loss_cls: 5.9998, loss: 5.9998, grad_norm: 5.5664 2020-10-24 15:25:30,606 - mmaction - INFO - Epoch [60][1200/1492] lr: 1.000e-03, eta: 18:43:21, time: 1.010, data_time: 0.006, memory: 5812, loss_cls: 5.9973, loss: 5.9973, grad_norm: 5.6731 2020-10-24 15:25:51,643 - mmaction - INFO - Epoch [60][1220/1492] lr: 1.000e-03, eta: 18:42:57, time: 1.050, data_time: 0.002, memory: 5812, loss_cls: 6.0223, loss: 6.0223, grad_norm: 5.6819 2020-10-24 15:26:12,601 - mmaction - INFO - Epoch [60][1240/1492] lr: 1.000e-03, eta: 18:42:34, time: 1.048, data_time: 0.005, memory: 5812, loss_cls: 6.0590, loss: 6.0590, grad_norm: 5.5591 2020-10-24 15:26:33,804 - mmaction - INFO - Epoch [60][1260/1492] lr: 1.000e-03, eta: 18:42:10, time: 1.054, data_time: 0.005, memory: 5812, loss_cls: 6.0982, loss: 6.0982, grad_norm: 5.6940 2020-10-24 15:26:55,101 - mmaction - INFO - Epoch [60][1280/1492] lr: 1.000e-03, eta: 18:41:47, time: 1.067, data_time: 0.009, memory: 5812, loss_cls: 6.0151, loss: 6.0151, grad_norm: 5.5734 2020-10-24 15:27:16,070 - mmaction - INFO - Epoch [60][1300/1492] lr: 1.000e-03, eta: 18:41:24, time: 1.049, data_time: 0.009, memory: 5812, loss_cls: 5.9576, loss: 5.9576, grad_norm: 5.6441 2020-10-24 15:27:36,746 - mmaction - INFO - Epoch [60][1320/1492] lr: 1.000e-03, eta: 18:41:00, time: 1.036, data_time: 0.008, memory: 5812, loss_cls: 5.9416, loss: 5.9416, grad_norm: 5.5558 2020-10-24 15:27:57,575 - mmaction - INFO - Epoch [60][1340/1492] lr: 1.000e-03, eta: 18:40:36, time: 1.038, data_time: 0.007, memory: 5812, loss_cls: 6.0402, loss: 6.0402, grad_norm: 5.6546 2020-10-24 15:28:18,311 - mmaction - INFO - Epoch [60][1360/1492] lr: 1.000e-03, eta: 18:40:13, time: 1.043, data_time: 0.007, memory: 5812, loss_cls: 6.0566, loss: 6.0566, grad_norm: 5.6754 2020-10-24 15:28:39,164 - mmaction - INFO - Epoch [60][1380/1492] lr: 1.000e-03, eta: 18:39:49, time: 1.031, data_time: 0.002, memory: 5812, loss_cls: 6.0125, loss: 6.0125, grad_norm: 5.6512 2020-10-24 15:29:00,105 - mmaction - INFO - Epoch [60][1400/1492] lr: 1.000e-03, eta: 18:39:26, time: 1.054, data_time: 0.013, memory: 5812, loss_cls: 5.9415, loss: 5.9415, grad_norm: 5.5841 2020-10-24 15:29:20,535 - mmaction - INFO - Epoch [60][1420/1492] lr: 1.000e-03, eta: 18:39:02, time: 1.022, data_time: 0.007, memory: 5812, loss_cls: 6.0498, loss: 6.0498, grad_norm: 5.6564 2020-10-24 15:29:41,689 - mmaction - INFO - Epoch [60][1440/1492] lr: 1.000e-03, eta: 18:38:39, time: 1.061, data_time: 0.005, memory: 5812, loss_cls: 6.0781, loss: 6.0781, grad_norm: 5.6790 2020-10-24 15:30:02,712 - mmaction - INFO - Epoch [60][1460/1492] lr: 1.000e-03, eta: 18:38:15, time: 1.042, data_time: 0.002, memory: 5812, loss_cls: 6.1247, loss: 6.1247, grad_norm: 5.7071 2020-10-24 15:30:24,174 - mmaction - INFO - Epoch [60][1480/1492] lr: 1.000e-03, eta: 18:37:52, time: 1.080, data_time: 0.025, memory: 5812, loss_cls: 6.1166, loss: 6.1166, grad_norm: 5.5901 2020-10-24 15:30:36,063 - mmaction - INFO - Saving checkpoint at 60 epochs 2020-10-24 15:32:40,267 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-24 15:32:41,592 - mmaction - INFO - mean_average_precision 0.4828 2020-10-24 15:32:41,622 - mmaction - INFO - Epoch(val) [60][1492] mean_average_precision: 0.4828 2020-10-24 15:33:16,408 - mmaction - INFO - Epoch [61][20/1492] lr: 1.000e-03, eta: 18:37:15, time: 1.735, data_time: 1.140, memory: 5812, loss_cls: 6.0356, loss: 6.0356, grad_norm: 5.6151 2020-10-24 15:33:38,094 - mmaction - INFO - Epoch [61][40/1492] lr: 1.000e-03, eta: 18:36:52, time: 1.085, data_time: 0.085, memory: 5812, loss_cls: 5.9812, loss: 5.9812, grad_norm: 5.5114 2020-10-24 15:33:59,587 - mmaction - INFO - Epoch [61][60/1492] lr: 1.000e-03, eta: 18:36:29, time: 1.075, data_time: 0.034, memory: 5812, loss_cls: 6.0264, loss: 6.0264, grad_norm: 5.6348 2020-10-24 15:34:21,379 - mmaction - INFO - Epoch [61][80/1492] lr: 1.000e-03, eta: 18:36:06, time: 1.091, data_time: 0.099, memory: 5812, loss_cls: 6.1227, loss: 6.1227, grad_norm: 5.6308 2020-10-24 15:34:42,446 - mmaction - INFO - Epoch [61][100/1492] lr: 1.000e-03, eta: 18:35:43, time: 1.050, data_time: 0.002, memory: 5812, loss_cls: 5.9444, loss: 5.9444, grad_norm: 5.6261 2020-10-24 15:35:03,375 - mmaction - INFO - Epoch [61][120/1492] lr: 1.000e-03, eta: 18:35:19, time: 1.046, data_time: 0.010, memory: 5812, loss_cls: 6.0672, loss: 6.0672, grad_norm: 5.6218 2020-10-24 15:35:23,559 - mmaction - INFO - Epoch [61][140/1492] lr: 1.000e-03, eta: 18:34:55, time: 1.011, data_time: 0.005, memory: 5812, loss_cls: 5.9392, loss: 5.9392, grad_norm: 5.5566 2020-10-24 15:35:44,513 - mmaction - INFO - Epoch [61][160/1492] lr: 1.000e-03, eta: 18:34:32, time: 1.047, data_time: 0.004, memory: 5812, loss_cls: 5.9990, loss: 5.9990, grad_norm: 5.6251 2020-10-24 15:36:04,863 - mmaction - INFO - Epoch [61][180/1492] lr: 1.000e-03, eta: 18:34:08, time: 1.018, data_time: 0.005, memory: 5812, loss_cls: 5.9938, loss: 5.9938, grad_norm: 5.6135 2020-10-24 15:36:26,122 - mmaction - INFO - Epoch [61][200/1492] lr: 1.000e-03, eta: 18:33:45, time: 1.062, data_time: 0.004, memory: 5812, loss_cls: 6.0427, loss: 6.0427, grad_norm: 5.6487 2020-10-24 15:36:46,490 - mmaction - INFO - Epoch [61][220/1492] lr: 1.000e-03, eta: 18:33:21, time: 1.018, data_time: 0.006, memory: 5812, loss_cls: 6.0285, loss: 6.0285, grad_norm: 5.6160 2020-10-24 15:37:07,898 - mmaction - INFO - Epoch [61][240/1492] lr: 1.000e-03, eta: 18:32:58, time: 1.073, data_time: 0.005, memory: 5812, loss_cls: 5.8056, loss: 5.8056, grad_norm: 5.5733 2020-10-24 15:37:29,144 - mmaction - INFO - Epoch [61][260/1492] lr: 1.000e-03, eta: 18:32:34, time: 1.061, data_time: 0.005, memory: 5812, loss_cls: 6.0226, loss: 6.0226, grad_norm: 5.6885 2020-10-24 15:37:50,803 - mmaction - INFO - Epoch [61][280/1492] lr: 1.000e-03, eta: 18:32:11, time: 1.085, data_time: 0.006, memory: 5812, loss_cls: 5.9957, loss: 5.9957, grad_norm: 5.5184 2020-10-24 15:38:12,937 - mmaction - INFO - Epoch [61][300/1492] lr: 1.000e-03, eta: 18:31:49, time: 1.106, data_time: 0.004, memory: 5812, loss_cls: 6.0593, loss: 6.0593, grad_norm: 5.8037 2020-10-24 15:38:34,147 - mmaction - INFO - Epoch [61][320/1492] lr: 1.000e-03, eta: 18:31:25, time: 1.061, data_time: 0.004, memory: 5812, loss_cls: 6.0197, loss: 6.0197, grad_norm: 5.6640 2020-10-24 15:38:54,699 - mmaction - INFO - Epoch [61][340/1492] lr: 1.000e-03, eta: 18:31:02, time: 1.020, data_time: 0.004, memory: 5812, loss_cls: 6.0184, loss: 6.0184, grad_norm: 5.7331 2020-10-24 15:39:16,024 - mmaction - INFO - Epoch [61][360/1492] lr: 1.000e-03, eta: 18:30:38, time: 1.064, data_time: 0.010, memory: 5812, loss_cls: 5.9958, loss: 5.9958, grad_norm: 5.5858 2020-10-24 15:39:36,668 - mmaction - INFO - Epoch [61][380/1492] lr: 1.000e-03, eta: 18:30:15, time: 1.042, data_time: 0.013, memory: 5812, loss_cls: 6.0083, loss: 6.0083, grad_norm: 5.7261 2020-10-24 15:39:56,920 - mmaction - INFO - Epoch [61][400/1492] lr: 1.000e-03, eta: 18:29:51, time: 1.013, data_time: 0.001, memory: 5812, loss_cls: 5.9719, loss: 5.9719, grad_norm: 5.6291 2020-10-24 15:40:18,576 - mmaction - INFO - Epoch [61][420/1492] lr: 1.000e-03, eta: 18:29:28, time: 1.082, data_time: 0.003, memory: 5812, loss_cls: 6.0276, loss: 6.0276, grad_norm: 5.6716 2020-10-24 15:40:38,569 - mmaction - INFO - Epoch [61][440/1492] lr: 1.000e-03, eta: 18:29:04, time: 1.001, data_time: 0.003, memory: 5812, loss_cls: 6.1106, loss: 6.1106, grad_norm: 5.6440 2020-10-24 15:41:00,029 - mmaction - INFO - Epoch [61][460/1492] lr: 1.000e-03, eta: 18:28:41, time: 1.072, data_time: 0.003, memory: 5812, loss_cls: 5.9511, loss: 5.9511, grad_norm: 5.6243 2020-10-24 15:41:20,236 - mmaction - INFO - Epoch [61][480/1492] lr: 1.000e-03, eta: 18:28:17, time: 1.002, data_time: 0.004, memory: 5812, loss_cls: 5.8714, loss: 5.8714, grad_norm: 5.5812 2020-10-24 15:41:41,134 - mmaction - INFO - Epoch [61][500/1492] lr: 1.000e-03, eta: 18:27:53, time: 1.053, data_time: 0.011, memory: 5812, loss_cls: 5.8608, loss: 5.8608, grad_norm: 5.5965 2020-10-24 15:42:02,488 - mmaction - INFO - Epoch [61][520/1492] lr: 1.000e-03, eta: 18:27:30, time: 1.059, data_time: 0.002, memory: 5812, loss_cls: 5.9564, loss: 5.9564, grad_norm: 5.6971 2020-10-24 15:42:23,843 - mmaction - INFO - Epoch [61][540/1492] lr: 1.000e-03, eta: 18:27:07, time: 1.074, data_time: 0.010, memory: 5812, loss_cls: 5.9106, loss: 5.9106, grad_norm: 5.5501 2020-10-24 15:42:44,460 - mmaction - INFO - Epoch [61][560/1492] lr: 1.000e-03, eta: 18:26:43, time: 1.033, data_time: 0.005, memory: 5812, loss_cls: 6.0752, loss: 6.0752, grad_norm: 5.7142 2020-10-24 15:43:04,808 - mmaction - INFO - Epoch [61][580/1492] lr: 1.000e-03, eta: 18:26:19, time: 1.016, data_time: 0.001, memory: 5812, loss_cls: 6.1624, loss: 6.1624, grad_norm: 5.8359 2020-10-24 15:43:26,597 - mmaction - INFO - Epoch [61][600/1492] lr: 1.000e-03, eta: 18:25:56, time: 1.091, data_time: 0.003, memory: 5812, loss_cls: 5.9702, loss: 5.9702, grad_norm: 5.5654 2020-10-24 15:43:47,977 - mmaction - INFO - Epoch [61][620/1492] lr: 1.000e-03, eta: 18:25:33, time: 1.069, data_time: 0.003, memory: 5812, loss_cls: 6.1083, loss: 6.1083, grad_norm: 5.5975 2020-10-24 15:44:08,852 - mmaction - INFO - Epoch [61][640/1492] lr: 1.000e-03, eta: 18:25:10, time: 1.043, data_time: 0.008, memory: 5812, loss_cls: 6.1946, loss: 6.1946, grad_norm: 5.7359 2020-10-24 15:44:29,398 - mmaction - INFO - Epoch [61][660/1492] lr: 1.000e-03, eta: 18:24:46, time: 1.028, data_time: 0.003, memory: 5812, loss_cls: 5.9132, loss: 5.9132, grad_norm: 5.5585 2020-10-24 15:44:50,358 - mmaction - INFO - Epoch [61][680/1492] lr: 1.000e-03, eta: 18:24:23, time: 1.048, data_time: 0.001, memory: 5812, loss_cls: 6.1110, loss: 6.1110, grad_norm: 5.7204 2020-10-24 15:45:11,010 - mmaction - INFO - Epoch [61][700/1492] lr: 1.000e-03, eta: 18:23:59, time: 1.033, data_time: 0.001, memory: 5812, loss_cls: 6.0430, loss: 6.0430, grad_norm: 5.6420 2020-10-24 15:45:31,588 - mmaction - INFO - Epoch [61][720/1492] lr: 1.000e-03, eta: 18:23:35, time: 1.029, data_time: 0.003, memory: 5812, loss_cls: 6.0499, loss: 6.0499, grad_norm: 5.5734 2020-10-24 15:45:52,376 - mmaction - INFO - Epoch [61][740/1492] lr: 1.000e-03, eta: 18:23:12, time: 1.038, data_time: 0.004, memory: 5812, loss_cls: 5.9970, loss: 5.9970, grad_norm: 5.6632 2020-10-24 15:46:13,951 - mmaction - INFO - Epoch [61][760/1492] lr: 1.000e-03, eta: 18:22:49, time: 1.076, data_time: 0.006, memory: 5812, loss_cls: 5.9200, loss: 5.9200, grad_norm: 5.5785 2020-10-24 15:46:35,236 - mmaction - INFO - Epoch [61][780/1492] lr: 1.000e-03, eta: 18:22:25, time: 1.065, data_time: 0.007, memory: 5812, loss_cls: 6.0888, loss: 6.0888, grad_norm: 5.6309 2020-10-24 15:46:55,644 - mmaction - INFO - Epoch [61][800/1492] lr: 1.000e-03, eta: 18:22:02, time: 1.021, data_time: 0.005, memory: 5812, loss_cls: 6.1189, loss: 6.1189, grad_norm: 5.6889 2020-10-24 15:47:16,779 - mmaction - INFO - Epoch [61][820/1492] lr: 1.000e-03, eta: 18:21:38, time: 1.056, data_time: 0.004, memory: 5812, loss_cls: 5.9768, loss: 5.9768, grad_norm: 5.6447 2020-10-24 15:47:38,042 - mmaction - INFO - Epoch [61][840/1492] lr: 1.000e-03, eta: 18:21:15, time: 1.066, data_time: 0.005, memory: 5812, loss_cls: 6.0173, loss: 6.0173, grad_norm: 5.7144 2020-10-24 15:47:58,244 - mmaction - INFO - Epoch [61][860/1492] lr: 1.000e-03, eta: 18:20:51, time: 1.010, data_time: 0.001, memory: 5812, loss_cls: 6.0771, loss: 6.0771, grad_norm: 5.7505 2020-10-24 15:48:19,929 - mmaction - INFO - Epoch [61][880/1492] lr: 1.000e-03, eta: 18:20:28, time: 1.083, data_time: 0.001, memory: 5812, loss_cls: 6.0414, loss: 6.0414, grad_norm: 5.6088 2020-10-24 15:48:40,331 - mmaction - INFO - Epoch [61][900/1492] lr: 1.000e-03, eta: 18:20:04, time: 1.018, data_time: 0.004, memory: 5812, loss_cls: 6.0016, loss: 6.0016, grad_norm: 5.7346 2020-10-24 15:49:00,791 - mmaction - INFO - Epoch [61][920/1492] lr: 1.000e-03, eta: 18:19:40, time: 1.022, data_time: 0.004, memory: 5812, loss_cls: 6.0470, loss: 6.0470, grad_norm: 5.6869 2020-10-24 15:49:21,507 - mmaction - INFO - Epoch [61][940/1492] lr: 1.000e-03, eta: 18:19:17, time: 1.040, data_time: 0.007, memory: 5812, loss_cls: 5.9755, loss: 5.9755, grad_norm: 5.7267 2020-10-24 15:49:42,476 - mmaction - INFO - Epoch [61][960/1492] lr: 1.000e-03, eta: 18:18:53, time: 1.040, data_time: 0.002, memory: 5812, loss_cls: 5.9742, loss: 5.9742, grad_norm: 5.6129 2020-10-24 15:50:03,278 - mmaction - INFO - Epoch [61][980/1492] lr: 1.000e-03, eta: 18:18:30, time: 1.040, data_time: 0.012, memory: 5812, loss_cls: 6.0160, loss: 6.0160, grad_norm: 5.7210 2020-10-24 15:50:24,506 - mmaction - INFO - Epoch [61][1000/1492] lr: 1.000e-03, eta: 18:18:07, time: 1.067, data_time: 0.012, memory: 5812, loss_cls: 5.9696, loss: 5.9696, grad_norm: 5.6325 2020-10-24 15:50:45,347 - mmaction - INFO - Epoch [61][1020/1492] lr: 1.000e-03, eta: 18:17:43, time: 1.042, data_time: 0.007, memory: 5812, loss_cls: 6.1261, loss: 6.1261, grad_norm: 5.7344 2020-10-24 15:51:05,983 - mmaction - INFO - Epoch [61][1040/1492] lr: 1.000e-03, eta: 18:17:20, time: 1.030, data_time: 0.008, memory: 5812, loss_cls: 6.0044, loss: 6.0044, grad_norm: 5.7800 2020-10-24 15:51:26,809 - mmaction - INFO - Epoch [61][1060/1492] lr: 1.000e-03, eta: 18:16:56, time: 1.045, data_time: 0.010, memory: 5812, loss_cls: 6.1087, loss: 6.1087, grad_norm: 5.7256 2020-10-24 15:51:47,323 - mmaction - INFO - Epoch [61][1080/1492] lr: 1.000e-03, eta: 18:16:32, time: 1.023, data_time: 0.003, memory: 5812, loss_cls: 6.0141, loss: 6.0141, grad_norm: 5.6254 2020-10-24 15:52:08,582 - mmaction - INFO - Epoch [61][1100/1492] lr: 1.000e-03, eta: 18:16:09, time: 1.057, data_time: 0.006, memory: 5812, loss_cls: 6.1410, loss: 6.1410, grad_norm: 5.7499 2020-10-24 15:52:29,082 - mmaction - INFO - Epoch [61][1120/1492] lr: 1.000e-03, eta: 18:15:45, time: 1.027, data_time: 0.018, memory: 5812, loss_cls: 5.9522, loss: 5.9522, grad_norm: 5.5807 2020-10-24 15:52:49,909 - mmaction - INFO - Epoch [61][1140/1492] lr: 1.000e-03, eta: 18:15:22, time: 1.046, data_time: 0.010, memory: 5812, loss_cls: 6.0649, loss: 6.0649, grad_norm: 5.7705 2020-10-24 15:53:11,068 - mmaction - INFO - Epoch [61][1160/1492] lr: 1.000e-03, eta: 18:14:58, time: 1.050, data_time: 0.006, memory: 5812, loss_cls: 6.0982, loss: 6.0982, grad_norm: 5.7451 2020-10-24 15:53:32,279 - mmaction - INFO - Epoch [61][1180/1492] lr: 1.000e-03, eta: 18:14:35, time: 1.068, data_time: 0.016, memory: 5812, loss_cls: 5.8589, loss: 5.8589, grad_norm: 5.4623 2020-10-24 15:53:52,731 - mmaction - INFO - Epoch [61][1200/1492] lr: 1.000e-03, eta: 18:14:12, time: 1.018, data_time: 0.007, memory: 5812, loss_cls: 6.0731, loss: 6.0731, grad_norm: 5.7130 2020-10-24 15:54:13,824 - mmaction - INFO - Epoch [61][1220/1492] lr: 1.000e-03, eta: 18:13:48, time: 1.058, data_time: 0.016, memory: 5812, loss_cls: 6.0769, loss: 6.0769, grad_norm: 5.7076 2020-10-24 15:54:35,113 - mmaction - INFO - Epoch [61][1240/1492] lr: 1.000e-03, eta: 18:13:25, time: 1.067, data_time: 0.009, memory: 5812, loss_cls: 5.9523, loss: 5.9523, grad_norm: 5.5693 2020-10-24 15:54:55,944 - mmaction - INFO - Epoch [61][1260/1492] lr: 1.000e-03, eta: 18:13:02, time: 1.040, data_time: 0.005, memory: 5812, loss_cls: 6.0288, loss: 6.0288, grad_norm: 5.7825 2020-10-24 15:55:17,105 - mmaction - INFO - Epoch [61][1280/1492] lr: 1.000e-03, eta: 18:12:38, time: 1.062, data_time: 0.009, memory: 5812, loss_cls: 6.0197, loss: 6.0197, grad_norm: 5.6374 2020-10-24 15:55:38,376 - mmaction - INFO - Epoch [61][1300/1492] lr: 1.000e-03, eta: 18:12:15, time: 1.063, data_time: 0.003, memory: 5812, loss_cls: 6.0696, loss: 6.0696, grad_norm: 5.6191 2020-10-24 15:55:59,114 - mmaction - INFO - Epoch [61][1320/1492] lr: 1.000e-03, eta: 18:11:52, time: 1.039, data_time: 0.005, memory: 5812, loss_cls: 6.0177, loss: 6.0177, grad_norm: 5.6071 2020-10-24 15:56:19,573 - mmaction - INFO - Epoch [61][1340/1492] lr: 1.000e-03, eta: 18:11:28, time: 1.023, data_time: 0.005, memory: 5812, loss_cls: 5.9212, loss: 5.9212, grad_norm: 5.5995 2020-10-24 15:56:40,761 - mmaction - INFO - Epoch [61][1360/1492] lr: 1.000e-03, eta: 18:11:05, time: 1.060, data_time: 0.002, memory: 5812, loss_cls: 5.9729, loss: 5.9729, grad_norm: 5.6700 2020-10-24 15:57:01,077 - mmaction - INFO - Epoch [61][1380/1492] lr: 1.000e-03, eta: 18:10:41, time: 1.015, data_time: 0.005, memory: 5812, loss_cls: 5.9790, loss: 5.9790, grad_norm: 5.6029 2020-10-24 15:57:22,322 - mmaction - INFO - Epoch [61][1400/1492] lr: 1.000e-03, eta: 18:10:17, time: 1.056, data_time: 0.002, memory: 5812, loss_cls: 6.0143, loss: 6.0143, grad_norm: 5.7269 2020-10-24 15:57:42,997 - mmaction - INFO - Epoch [61][1420/1492] lr: 1.000e-03, eta: 18:09:54, time: 1.034, data_time: 0.014, memory: 5812, loss_cls: 6.0522, loss: 6.0522, grad_norm: 5.6440 2020-10-24 15:58:03,914 - mmaction - INFO - Epoch [61][1440/1492] lr: 1.000e-03, eta: 18:09:30, time: 1.048, data_time: 0.012, memory: 5812, loss_cls: 6.1277, loss: 6.1277, grad_norm: 5.7233 2020-10-24 15:58:25,095 - mmaction - INFO - Epoch [61][1460/1492] lr: 1.000e-03, eta: 18:09:07, time: 1.059, data_time: 0.013, memory: 5812, loss_cls: 6.0437, loss: 6.0437, grad_norm: 5.7315 2020-10-24 15:58:45,407 - mmaction - INFO - Epoch [61][1480/1492] lr: 1.000e-03, eta: 18:08:43, time: 1.019, data_time: 0.007, memory: 5812, loss_cls: 5.9914, loss: 5.9914, grad_norm: 5.6112 2020-10-24 15:59:36,686 - mmaction - INFO - Epoch [62][20/1492] lr: 1.000e-03, eta: 18:08:09, time: 1.891, data_time: 0.803, memory: 5812, loss_cls: 6.1238, loss: 6.1238, grad_norm: 5.6382 2020-10-24 15:59:59,517 - mmaction - INFO - Epoch [62][40/1492] lr: 1.000e-03, eta: 18:07:47, time: 1.141, data_time: 0.001, memory: 5812, loss_cls: 6.0311, loss: 6.0311, grad_norm: 5.7144 2020-10-24 16:00:22,346 - mmaction - INFO - Epoch [62][60/1492] lr: 1.000e-03, eta: 18:07:24, time: 1.141, data_time: 0.002, memory: 5812, loss_cls: 5.9394, loss: 5.9394, grad_norm: 5.7027 2020-10-24 16:00:44,658 - mmaction - INFO - Epoch [62][80/1492] lr: 1.000e-03, eta: 18:07:02, time: 1.109, data_time: 0.002, memory: 5812, loss_cls: 5.9283, loss: 5.9283, grad_norm: 5.7000 2020-10-24 16:01:05,802 - mmaction - INFO - Epoch [62][100/1492] lr: 1.000e-03, eta: 18:06:38, time: 1.060, data_time: 0.009, memory: 5812, loss_cls: 5.8871, loss: 5.8871, grad_norm: 5.5271 2020-10-24 16:01:26,625 - mmaction - INFO - Epoch [62][120/1492] lr: 1.000e-03, eta: 18:06:15, time: 1.045, data_time: 0.006, memory: 5812, loss_cls: 6.0380, loss: 6.0380, grad_norm: 5.6305 2020-10-24 16:01:48,086 - mmaction - INFO - Epoch [62][140/1492] lr: 1.000e-03, eta: 18:05:52, time: 1.067, data_time: 0.002, memory: 5812, loss_cls: 6.0469, loss: 6.0469, grad_norm: 5.7863 2020-10-24 16:02:09,224 - mmaction - INFO - Epoch [62][160/1492] lr: 1.000e-03, eta: 18:05:29, time: 1.062, data_time: 0.013, memory: 5812, loss_cls: 6.0303, loss: 6.0303, grad_norm: 5.6642 2020-10-24 16:02:29,540 - mmaction - INFO - Epoch [62][180/1492] lr: 1.000e-03, eta: 18:05:05, time: 1.009, data_time: 0.006, memory: 5812, loss_cls: 5.9132, loss: 5.9132, grad_norm: 5.5755 2020-10-24 16:02:49,991 - mmaction - INFO - Epoch [62][200/1492] lr: 1.000e-03, eta: 18:04:41, time: 1.028, data_time: 0.010, memory: 5812, loss_cls: 6.0141, loss: 6.0141, grad_norm: 5.7013 2020-10-24 16:03:10,886 - mmaction - INFO - Epoch [62][220/1492] lr: 1.000e-03, eta: 18:04:18, time: 1.047, data_time: 0.004, memory: 5812, loss_cls: 5.9517, loss: 5.9517, grad_norm: 5.6258 2020-10-24 16:03:31,246 - mmaction - INFO - Epoch [62][240/1492] lr: 1.000e-03, eta: 18:03:54, time: 1.016, data_time: 0.001, memory: 5812, loss_cls: 5.9578, loss: 5.9578, grad_norm: 5.6556 2020-10-24 16:03:53,215 - mmaction - INFO - Epoch [62][260/1492] lr: 1.000e-03, eta: 18:03:31, time: 1.101, data_time: 0.006, memory: 5812, loss_cls: 6.0090, loss: 6.0090, grad_norm: 5.7218 2020-10-24 16:04:13,639 - mmaction - INFO - Epoch [62][280/1492] lr: 1.000e-03, eta: 18:03:07, time: 1.021, data_time: 0.004, memory: 5812, loss_cls: 6.1040, loss: 6.1040, grad_norm: 5.8140 2020-10-24 16:04:34,379 - mmaction - INFO - Epoch [62][300/1492] lr: 1.000e-03, eta: 18:02:44, time: 1.036, data_time: 0.004, memory: 5812, loss_cls: 6.0198, loss: 6.0198, grad_norm: 5.5955 2020-10-24 16:04:54,536 - mmaction - INFO - Epoch [62][320/1492] lr: 1.000e-03, eta: 18:02:20, time: 1.004, data_time: 0.007, memory: 5812, loss_cls: 6.0411, loss: 6.0411, grad_norm: 5.6224 2020-10-24 16:05:15,639 - mmaction - INFO - Epoch [62][340/1492] lr: 1.000e-03, eta: 18:01:57, time: 1.057, data_time: 0.007, memory: 5812, loss_cls: 5.9181, loss: 5.9181, grad_norm: 5.6081 2020-10-24 16:05:36,320 - mmaction - INFO - Epoch [62][360/1492] lr: 1.000e-03, eta: 18:01:33, time: 1.034, data_time: 0.006, memory: 5812, loss_cls: 5.9248, loss: 5.9248, grad_norm: 5.5563 2020-10-24 16:05:57,103 - mmaction - INFO - Epoch [62][380/1492] lr: 1.000e-03, eta: 18:01:10, time: 1.038, data_time: 0.007, memory: 5812, loss_cls: 5.8579, loss: 5.8579, grad_norm: 5.4998 2020-10-24 16:06:17,655 - mmaction - INFO - Epoch [62][400/1492] lr: 1.000e-03, eta: 18:00:46, time: 1.029, data_time: 0.008, memory: 5812, loss_cls: 5.9757, loss: 5.9757, grad_norm: 5.6558 2020-10-24 16:06:38,376 - mmaction - INFO - Epoch [62][420/1492] lr: 1.000e-03, eta: 18:00:23, time: 1.037, data_time: 0.005, memory: 5812, loss_cls: 5.9723, loss: 5.9723, grad_norm: 5.7145 2020-10-24 16:06:59,756 - mmaction - INFO - Epoch [62][440/1492] lr: 1.000e-03, eta: 17:59:59, time: 1.067, data_time: 0.006, memory: 5812, loss_cls: 6.0397, loss: 6.0397, grad_norm: 5.6260 2020-10-24 16:07:20,557 - mmaction - INFO - Epoch [62][460/1492] lr: 1.000e-03, eta: 17:59:36, time: 1.039, data_time: 0.006, memory: 5812, loss_cls: 5.9213, loss: 5.9213, grad_norm: 5.6112 2020-10-24 16:07:41,579 - mmaction - INFO - Epoch [62][480/1492] lr: 1.000e-03, eta: 17:59:12, time: 1.048, data_time: 0.009, memory: 5812, loss_cls: 5.9819, loss: 5.9819, grad_norm: 5.6745 2020-10-24 16:08:01,946 - mmaction - INFO - Epoch [62][500/1492] lr: 1.000e-03, eta: 17:58:49, time: 1.026, data_time: 0.011, memory: 5812, loss_cls: 5.9829, loss: 5.9829, grad_norm: 5.7524 2020-10-24 16:08:23,236 - mmaction - INFO - Epoch [62][520/1492] lr: 1.000e-03, eta: 17:58:26, time: 1.060, data_time: 0.005, memory: 5812, loss_cls: 6.1368, loss: 6.1368, grad_norm: 5.8579 2020-10-24 16:08:43,744 - mmaction - INFO - Epoch [62][540/1492] lr: 1.000e-03, eta: 17:58:02, time: 1.026, data_time: 0.007, memory: 5812, loss_cls: 6.0328, loss: 6.0328, grad_norm: 5.7839 2020-10-24 16:09:05,006 - mmaction - INFO - Epoch [62][560/1492] lr: 1.000e-03, eta: 17:57:39, time: 1.062, data_time: 0.006, memory: 5812, loss_cls: 5.9157, loss: 5.9157, grad_norm: 5.6176 2020-10-24 16:09:25,713 - mmaction - INFO - Epoch [62][580/1492] lr: 1.000e-03, eta: 17:57:15, time: 1.033, data_time: 0.008, memory: 5812, loss_cls: 6.1092, loss: 6.1092, grad_norm: 5.6544 2020-10-24 16:09:46,137 - mmaction - INFO - Epoch [62][600/1492] lr: 1.000e-03, eta: 17:56:52, time: 1.028, data_time: 0.010, memory: 5812, loss_cls: 5.9935, loss: 5.9935, grad_norm: 5.6863 2020-10-24 16:10:07,520 - mmaction - INFO - Epoch [62][620/1492] lr: 1.000e-03, eta: 17:56:28, time: 1.064, data_time: 0.008, memory: 5812, loss_cls: 6.0019, loss: 6.0019, grad_norm: 5.6626 2020-10-24 16:10:27,612 - mmaction - INFO - Epoch [62][640/1492] lr: 1.000e-03, eta: 17:56:05, time: 1.005, data_time: 0.009, memory: 5812, loss_cls: 5.9547, loss: 5.9547, grad_norm: 5.7752 2020-10-24 16:10:48,212 - mmaction - INFO - Epoch [62][660/1492] lr: 1.000e-03, eta: 17:55:41, time: 1.032, data_time: 0.010, memory: 5812, loss_cls: 5.9423, loss: 5.9423, grad_norm: 5.7231 2020-10-24 16:11:09,513 - mmaction - INFO - Epoch [62][680/1492] lr: 1.000e-03, eta: 17:55:18, time: 1.063, data_time: 0.008, memory: 5812, loss_cls: 5.9549, loss: 5.9549, grad_norm: 5.5433 2020-10-24 16:11:30,470 - mmaction - INFO - Epoch [62][700/1492] lr: 1.000e-03, eta: 17:54:54, time: 1.052, data_time: 0.008, memory: 5812, loss_cls: 6.0594, loss: 6.0594, grad_norm: 5.7192 2020-10-24 16:11:51,355 - mmaction - INFO - Epoch [62][720/1492] lr: 1.000e-03, eta: 17:54:31, time: 1.046, data_time: 0.003, memory: 5812, loss_cls: 5.9949, loss: 5.9949, grad_norm: 5.7983 2020-10-24 16:12:11,684 - mmaction - INFO - Epoch [62][740/1492] lr: 1.000e-03, eta: 17:54:07, time: 1.013, data_time: 0.003, memory: 5812, loss_cls: 5.9879, loss: 5.9879, grad_norm: 5.6991 2020-10-24 16:12:33,040 - mmaction - INFO - Epoch [62][760/1492] lr: 1.000e-03, eta: 17:53:44, time: 1.071, data_time: 0.007, memory: 5812, loss_cls: 6.1582, loss: 6.1582, grad_norm: 5.7956 2020-10-24 16:12:53,662 - mmaction - INFO - Epoch [62][780/1492] lr: 1.000e-03, eta: 17:53:20, time: 1.019, data_time: 0.006, memory: 5812, loss_cls: 6.0018, loss: 6.0018, grad_norm: 5.7234 2020-10-24 16:13:14,088 - mmaction - INFO - Epoch [62][800/1492] lr: 1.000e-03, eta: 17:52:57, time: 1.031, data_time: 0.014, memory: 5812, loss_cls: 6.0229, loss: 6.0229, grad_norm: 5.8129 2020-10-24 16:13:34,925 - mmaction - INFO - Epoch [62][820/1492] lr: 1.000e-03, eta: 17:52:33, time: 1.042, data_time: 0.005, memory: 5812, loss_cls: 6.0141, loss: 6.0141, grad_norm: 5.7071 2020-10-24 16:13:55,538 - mmaction - INFO - Epoch [62][840/1492] lr: 1.000e-03, eta: 17:52:10, time: 1.030, data_time: 0.006, memory: 5812, loss_cls: 6.0054, loss: 6.0054, grad_norm: 5.6405 2020-10-24 16:14:16,897 - mmaction - INFO - Epoch [62][860/1492] lr: 1.000e-03, eta: 17:51:47, time: 1.063, data_time: 0.007, memory: 5812, loss_cls: 6.0398, loss: 6.0398, grad_norm: 5.6497 2020-10-24 16:14:38,193 - mmaction - INFO - Epoch [62][880/1492] lr: 1.000e-03, eta: 17:51:24, time: 1.067, data_time: 0.009, memory: 5812, loss_cls: 5.9815, loss: 5.9815, grad_norm: 5.6075 2020-10-24 16:14:59,504 - mmaction - INFO - Epoch [62][900/1492] lr: 1.000e-03, eta: 17:51:00, time: 1.060, data_time: 0.010, memory: 5812, loss_cls: 5.9477, loss: 5.9477, grad_norm: 5.6353 2020-10-24 16:15:20,245 - mmaction - INFO - Epoch [62][920/1492] lr: 1.000e-03, eta: 17:50:37, time: 1.040, data_time: 0.014, memory: 5812, loss_cls: 6.0583, loss: 6.0583, grad_norm: 5.8003 2020-10-24 16:15:41,085 - mmaction - INFO - Epoch [62][940/1492] lr: 1.000e-03, eta: 17:50:14, time: 1.044, data_time: 0.012, memory: 5812, loss_cls: 6.1335, loss: 6.1335, grad_norm: 5.7331 2020-10-24 16:16:01,821 - mmaction - INFO - Epoch [62][960/1492] lr: 1.000e-03, eta: 17:49:50, time: 1.033, data_time: 0.009, memory: 5812, loss_cls: 6.0128, loss: 6.0128, grad_norm: 5.6471 2020-10-24 16:16:22,292 - mmaction - INFO - Epoch [62][980/1492] lr: 1.000e-03, eta: 17:49:26, time: 1.030, data_time: 0.015, memory: 5812, loss_cls: 5.9723, loss: 5.9723, grad_norm: 5.6604 2020-10-24 16:16:42,849 - mmaction - INFO - Epoch [62][1000/1492] lr: 1.000e-03, eta: 17:49:03, time: 1.028, data_time: 0.008, memory: 5812, loss_cls: 6.0029, loss: 6.0029, grad_norm: 5.6724 2020-10-24 16:17:03,842 - mmaction - INFO - Epoch [62][1020/1492] lr: 1.000e-03, eta: 17:48:40, time: 1.055, data_time: 0.006, memory: 5812, loss_cls: 5.9843, loss: 5.9843, grad_norm: 5.7165 2020-10-24 16:17:23,900 - mmaction - INFO - Epoch [62][1040/1492] lr: 1.000e-03, eta: 17:48:16, time: 1.000, data_time: 0.002, memory: 5812, loss_cls: 6.0029, loss: 6.0029, grad_norm: 5.7562 2020-10-24 16:17:45,129 - mmaction - INFO - Epoch [62][1060/1492] lr: 1.000e-03, eta: 17:47:52, time: 1.061, data_time: 0.006, memory: 5812, loss_cls: 6.0282, loss: 6.0282, grad_norm: 5.8115 2020-10-24 16:18:06,082 - mmaction - INFO - Epoch [62][1080/1492] lr: 1.000e-03, eta: 17:47:29, time: 1.047, data_time: 0.005, memory: 5812, loss_cls: 6.0960, loss: 6.0960, grad_norm: 5.8341 2020-10-24 16:18:27,257 - mmaction - INFO - Epoch [62][1100/1492] lr: 1.000e-03, eta: 17:47:06, time: 1.054, data_time: 0.004, memory: 5812, loss_cls: 6.0146, loss: 6.0146, grad_norm: 5.6302 2020-10-24 16:18:47,871 - mmaction - INFO - Epoch [62][1120/1492] lr: 1.000e-03, eta: 17:46:42, time: 1.036, data_time: 0.010, memory: 5812, loss_cls: 6.1164, loss: 6.1164, grad_norm: 5.7134 2020-10-24 16:19:08,336 - mmaction - INFO - Epoch [62][1140/1492] lr: 1.000e-03, eta: 17:46:19, time: 1.026, data_time: 0.006, memory: 5812, loss_cls: 6.1155, loss: 6.1155, grad_norm: 5.8583 2020-10-24 16:19:28,800 - mmaction - INFO - Epoch [62][1160/1492] lr: 1.000e-03, eta: 17:45:55, time: 1.023, data_time: 0.004, memory: 5812, loss_cls: 6.0152, loss: 6.0152, grad_norm: 5.7679 2020-10-24 16:19:50,218 - mmaction - INFO - Epoch [62][1180/1492] lr: 1.000e-03, eta: 17:45:32, time: 1.065, data_time: 0.002, memory: 5812, loss_cls: 5.9517, loss: 5.9517, grad_norm: 5.6688 2020-10-24 16:20:10,545 - mmaction - INFO - Epoch [62][1200/1492] lr: 1.000e-03, eta: 17:45:08, time: 1.017, data_time: 0.010, memory: 5812, loss_cls: 5.9623, loss: 5.9623, grad_norm: 5.6101 2020-10-24 16:20:30,855 - mmaction - INFO - Epoch [62][1220/1492] lr: 1.000e-03, eta: 17:44:44, time: 1.017, data_time: 0.013, memory: 5812, loss_cls: 6.0165, loss: 6.0165, grad_norm: 5.6699 2020-10-24 16:20:51,844 - mmaction - INFO - Epoch [62][1240/1492] lr: 1.000e-03, eta: 17:44:21, time: 1.052, data_time: 0.007, memory: 5812, loss_cls: 6.0023, loss: 6.0023, grad_norm: 5.7503 2020-10-24 16:21:12,590 - mmaction - INFO - Epoch [62][1260/1492] lr: 1.000e-03, eta: 17:43:58, time: 1.038, data_time: 0.008, memory: 5812, loss_cls: 5.9670, loss: 5.9670, grad_norm: 5.7142 2020-10-24 16:21:33,726 - mmaction - INFO - Epoch [62][1280/1492] lr: 1.000e-03, eta: 17:43:34, time: 1.053, data_time: 0.006, memory: 5812, loss_cls: 6.0506, loss: 6.0506, grad_norm: 5.8233 2020-10-24 16:21:55,082 - mmaction - INFO - Epoch [62][1300/1492] lr: 1.000e-03, eta: 17:43:11, time: 1.070, data_time: 0.007, memory: 5812, loss_cls: 6.0200, loss: 6.0200, grad_norm: 5.8041 2020-10-24 16:22:16,020 - mmaction - INFO - Epoch [62][1320/1492] lr: 1.000e-03, eta: 17:42:48, time: 1.049, data_time: 0.004, memory: 5812, loss_cls: 6.0747, loss: 6.0747, grad_norm: 5.6948 2020-10-24 16:22:36,429 - mmaction - INFO - Epoch [62][1340/1492] lr: 1.000e-03, eta: 17:42:24, time: 1.020, data_time: 0.002, memory: 5812, loss_cls: 6.1472, loss: 6.1472, grad_norm: 5.6637 2020-10-24 16:22:57,642 - mmaction - INFO - Epoch [62][1360/1492] lr: 1.000e-03, eta: 17:42:01, time: 1.050, data_time: 0.001, memory: 5812, loss_cls: 6.0749, loss: 6.0749, grad_norm: 5.7508 2020-10-24 16:23:18,644 - mmaction - INFO - Epoch [62][1380/1492] lr: 1.000e-03, eta: 17:41:38, time: 1.052, data_time: 0.014, memory: 5812, loss_cls: 6.0133, loss: 6.0133, grad_norm: 5.6115 2020-10-24 16:23:40,164 - mmaction - INFO - Epoch [62][1400/1492] lr: 1.000e-03, eta: 17:41:15, time: 1.075, data_time: 0.010, memory: 5812, loss_cls: 6.1008, loss: 6.1008, grad_norm: 5.8249 2020-10-24 16:24:01,026 - mmaction - INFO - Epoch [62][1420/1492] lr: 1.000e-03, eta: 17:40:51, time: 1.042, data_time: 0.011, memory: 5812, loss_cls: 6.0040, loss: 6.0040, grad_norm: 5.7813 2020-10-24 16:24:21,595 - mmaction - INFO - Epoch [62][1440/1492] lr: 1.000e-03, eta: 17:40:28, time: 1.026, data_time: 0.011, memory: 5812, loss_cls: 6.0570, loss: 6.0570, grad_norm: 5.7012 2020-10-24 16:24:41,372 - mmaction - INFO - Epoch [62][1460/1492] lr: 1.000e-03, eta: 17:40:04, time: 0.997, data_time: 0.016, memory: 5812, loss_cls: 5.9957, loss: 5.9957, grad_norm: 5.7696 2020-10-24 16:25:02,717 - mmaction - INFO - Epoch [62][1480/1492] lr: 1.000e-03, eta: 17:39:41, time: 1.066, data_time: 0.007, memory: 5812, loss_cls: 5.9321, loss: 5.9321, grad_norm: 5.7559 2020-10-24 16:25:54,697 - mmaction - INFO - Epoch [63][20/1492] lr: 1.000e-03, eta: 17:39:07, time: 1.954, data_time: 1.038, memory: 5812, loss_cls: 6.0143, loss: 6.0143, grad_norm: 5.6485 2020-10-24 16:26:16,857 - mmaction - INFO - Epoch [63][40/1492] lr: 1.000e-03, eta: 17:38:44, time: 1.113, data_time: 0.010, memory: 5812, loss_cls: 5.9469, loss: 5.9469, grad_norm: 5.5933 2020-10-24 16:26:38,870 - mmaction - INFO - Epoch [63][60/1492] lr: 1.000e-03, eta: 17:38:22, time: 1.090, data_time: 0.004, memory: 5812, loss_cls: 6.0156, loss: 6.0156, grad_norm: 5.6602 2020-10-24 16:27:00,391 - mmaction - INFO - Epoch [63][80/1492] lr: 1.000e-03, eta: 17:37:59, time: 1.086, data_time: 0.013, memory: 5812, loss_cls: 5.9776, loss: 5.9776, grad_norm: 5.6208 2020-10-24 16:27:21,424 - mmaction - INFO - Epoch [63][100/1492] lr: 1.000e-03, eta: 17:37:35, time: 1.048, data_time: 0.003, memory: 5812, loss_cls: 5.8905, loss: 5.8905, grad_norm: 5.6410 2020-10-24 16:27:42,260 - mmaction - INFO - Epoch [63][120/1492] lr: 1.000e-03, eta: 17:37:12, time: 1.046, data_time: 0.007, memory: 5812, loss_cls: 5.9434, loss: 5.9434, grad_norm: 5.6870 2020-10-24 16:28:02,933 - mmaction - INFO - Epoch [63][140/1492] lr: 1.000e-03, eta: 17:36:49, time: 1.031, data_time: 0.003, memory: 5812, loss_cls: 5.9720, loss: 5.9720, grad_norm: 5.6834 2020-10-24 16:28:24,079 - mmaction - INFO - Epoch [63][160/1492] lr: 1.000e-03, eta: 17:36:25, time: 1.059, data_time: 0.003, memory: 5812, loss_cls: 6.0123, loss: 6.0123, grad_norm: 5.7408 2020-10-24 16:28:44,659 - mmaction - INFO - Epoch [63][180/1492] lr: 1.000e-03, eta: 17:36:02, time: 1.027, data_time: 0.005, memory: 5812, loss_cls: 5.9699, loss: 5.9699, grad_norm: 5.7786 2020-10-24 16:29:06,476 - mmaction - INFO - Epoch [63][200/1492] lr: 1.000e-03, eta: 17:35:39, time: 1.086, data_time: 0.004, memory: 5812, loss_cls: 5.9872, loss: 5.9872, grad_norm: 5.7289 2020-10-24 16:29:27,720 - mmaction - INFO - Epoch [63][220/1492] lr: 1.000e-03, eta: 17:35:16, time: 1.062, data_time: 0.008, memory: 5812, loss_cls: 6.0216, loss: 6.0216, grad_norm: 5.7403 2020-10-24 16:29:49,129 - mmaction - INFO - Epoch [63][240/1492] lr: 1.000e-03, eta: 17:34:53, time: 1.070, data_time: 0.010, memory: 5812, loss_cls: 5.9850, loss: 5.9850, grad_norm: 5.6976 2020-10-24 16:30:10,711 - mmaction - INFO - Epoch [63][260/1492] lr: 1.000e-03, eta: 17:34:30, time: 1.077, data_time: 0.012, memory: 5812, loss_cls: 6.0958, loss: 6.0958, grad_norm: 5.7081 2020-10-24 16:30:32,155 - mmaction - INFO - Epoch [63][280/1492] lr: 1.000e-03, eta: 17:34:07, time: 1.079, data_time: 0.012, memory: 5812, loss_cls: 5.9521, loss: 5.9521, grad_norm: 5.7187 2020-10-24 16:30:53,575 - mmaction - INFO - Epoch [63][300/1492] lr: 1.000e-03, eta: 17:33:44, time: 1.068, data_time: 0.004, memory: 5812, loss_cls: 6.0117, loss: 6.0117, grad_norm: 5.7678 2020-10-24 16:31:15,214 - mmaction - INFO - Epoch [63][320/1492] lr: 1.000e-03, eta: 17:33:21, time: 1.087, data_time: 0.009, memory: 5812, loss_cls: 6.0440, loss: 6.0440, grad_norm: 5.7719 2020-10-24 16:31:36,772 - mmaction - INFO - Epoch [63][340/1492] lr: 1.000e-03, eta: 17:32:58, time: 1.077, data_time: 0.004, memory: 5812, loss_cls: 6.0197, loss: 6.0197, grad_norm: 5.7012 2020-10-24 16:31:58,249 - mmaction - INFO - Epoch [63][360/1492] lr: 1.000e-03, eta: 17:32:35, time: 1.074, data_time: 0.002, memory: 5812, loss_cls: 6.0126, loss: 6.0126, grad_norm: 5.7140 2020-10-24 16:32:19,713 - mmaction - INFO - Epoch [63][380/1492] lr: 1.000e-03, eta: 17:32:12, time: 1.065, data_time: 0.002, memory: 5812, loss_cls: 5.9386, loss: 5.9386, grad_norm: 5.6931 2020-10-24 16:32:41,344 - mmaction - INFO - Epoch [63][400/1492] lr: 1.000e-03, eta: 17:31:49, time: 1.086, data_time: 0.010, memory: 5812, loss_cls: 6.1328, loss: 6.1328, grad_norm: 5.7422 2020-10-24 16:33:02,490 - mmaction - INFO - Epoch [63][420/1492] lr: 1.000e-03, eta: 17:31:26, time: 1.059, data_time: 0.005, memory: 5812, loss_cls: 5.9608, loss: 5.9608, grad_norm: 5.7207 2020-10-24 16:33:23,391 - mmaction - INFO - Epoch [63][440/1492] lr: 1.000e-03, eta: 17:31:03, time: 1.047, data_time: 0.007, memory: 5812, loss_cls: 6.0345, loss: 6.0345, grad_norm: 5.7260 2020-10-24 16:33:43,637 - mmaction - INFO - Epoch [63][460/1492] lr: 1.000e-03, eta: 17:30:39, time: 1.010, data_time: 0.001, memory: 5812, loss_cls: 5.9853, loss: 5.9853, grad_norm: 5.6745 2020-10-24 16:34:04,255 - mmaction - INFO - Epoch [63][480/1492] lr: 1.000e-03, eta: 17:30:15, time: 1.033, data_time: 0.004, memory: 5812, loss_cls: 6.1023, loss: 6.1023, grad_norm: 5.7605 2020-10-24 16:34:25,771 - mmaction - INFO - Epoch [63][500/1492] lr: 1.000e-03, eta: 17:29:52, time: 1.075, data_time: 0.002, memory: 5812, loss_cls: 5.9874, loss: 5.9874, grad_norm: 5.7065 2020-10-24 16:34:46,812 - mmaction - INFO - Epoch [63][520/1492] lr: 1.000e-03, eta: 17:29:29, time: 1.046, data_time: 0.003, memory: 5812, loss_cls: 6.0035, loss: 6.0035, grad_norm: 5.6946 2020-10-24 16:35:07,760 - mmaction - INFO - Epoch [63][540/1492] lr: 1.000e-03, eta: 17:29:06, time: 1.053, data_time: 0.009, memory: 5812, loss_cls: 5.8766, loss: 5.8766, grad_norm: 5.5538 2020-10-24 16:35:28,991 - mmaction - INFO - Epoch [63][560/1492] lr: 1.000e-03, eta: 17:28:43, time: 1.057, data_time: 0.005, memory: 5812, loss_cls: 5.9495, loss: 5.9495, grad_norm: 5.6972 2020-10-24 16:35:49,367 - mmaction - INFO - Epoch [63][580/1492] lr: 1.000e-03, eta: 17:28:19, time: 1.023, data_time: 0.007, memory: 5812, loss_cls: 5.9768, loss: 5.9768, grad_norm: 5.7387 2020-10-24 16:36:10,757 - mmaction - INFO - Epoch [63][600/1492] lr: 1.000e-03, eta: 17:27:56, time: 1.071, data_time: 0.004, memory: 5812, loss_cls: 6.0515, loss: 6.0515, grad_norm: 5.8242 2020-10-24 16:36:31,818 - mmaction - INFO - Epoch [63][620/1492] lr: 1.000e-03, eta: 17:27:33, time: 1.053, data_time: 0.003, memory: 5812, loss_cls: 6.0716, loss: 6.0716, grad_norm: 5.6483 2020-10-24 16:36:52,841 - mmaction - INFO - Epoch [63][640/1492] lr: 1.000e-03, eta: 17:27:09, time: 1.049, data_time: 0.002, memory: 5812, loss_cls: 5.9780, loss: 5.9780, grad_norm: 5.7856 2020-10-24 16:37:14,000 - mmaction - INFO - Epoch [63][660/1492] lr: 1.000e-03, eta: 17:26:46, time: 1.058, data_time: 0.005, memory: 5812, loss_cls: 6.0214, loss: 6.0214, grad_norm: 5.7548 2020-10-24 16:37:34,910 - mmaction - INFO - Epoch [63][680/1492] lr: 1.000e-03, eta: 17:26:23, time: 1.046, data_time: 0.006, memory: 5812, loss_cls: 6.0459, loss: 6.0459, grad_norm: 5.7755 2020-10-24 16:37:55,338 - mmaction - INFO - Epoch [63][700/1492] lr: 1.000e-03, eta: 17:25:59, time: 1.020, data_time: 0.005, memory: 5812, loss_cls: 6.1646, loss: 6.1646, grad_norm: 5.8183 2020-10-24 16:38:15,625 - mmaction - INFO - Epoch [63][720/1492] lr: 1.000e-03, eta: 17:25:36, time: 1.018, data_time: 0.011, memory: 5812, loss_cls: 5.9426, loss: 5.9426, grad_norm: 5.6187 2020-10-24 16:38:36,481 - mmaction - INFO - Epoch [63][740/1492] lr: 1.000e-03, eta: 17:25:12, time: 1.035, data_time: 0.005, memory: 5812, loss_cls: 5.9839, loss: 5.9839, grad_norm: 5.7507 2020-10-24 16:38:57,668 - mmaction - INFO - Epoch [63][760/1492] lr: 1.000e-03, eta: 17:24:49, time: 1.066, data_time: 0.011, memory: 5812, loss_cls: 5.9904, loss: 5.9904, grad_norm: 5.6867 2020-10-24 16:39:18,893 - mmaction - INFO - Epoch [63][780/1492] lr: 1.000e-03, eta: 17:24:26, time: 1.052, data_time: 0.002, memory: 5812, loss_cls: 5.9756, loss: 5.9756, grad_norm: 5.6861 2020-10-24 16:39:39,660 - mmaction - INFO - Epoch [63][800/1492] lr: 1.000e-03, eta: 17:24:03, time: 1.040, data_time: 0.014, memory: 5812, loss_cls: 5.9616, loss: 5.9616, grad_norm: 5.7806 2020-10-24 16:40:00,274 - mmaction - INFO - Epoch [63][820/1492] lr: 1.000e-03, eta: 17:23:39, time: 1.037, data_time: 0.011, memory: 5812, loss_cls: 5.9084, loss: 5.9084, grad_norm: 5.6317 2020-10-24 16:40:21,312 - mmaction - INFO - Epoch [63][840/1492] lr: 1.000e-03, eta: 17:23:16, time: 1.048, data_time: 0.012, memory: 5812, loss_cls: 6.1130, loss: 6.1130, grad_norm: 5.7704 2020-10-24 16:40:42,217 - mmaction - INFO - Epoch [63][860/1492] lr: 1.000e-03, eta: 17:22:53, time: 1.050, data_time: 0.010, memory: 5812, loss_cls: 5.8527, loss: 5.8527, grad_norm: 5.6437 2020-10-24 16:41:02,806 - mmaction - INFO - Epoch [63][880/1492] lr: 1.000e-03, eta: 17:22:29, time: 1.030, data_time: 0.004, memory: 5812, loss_cls: 6.0942, loss: 6.0942, grad_norm: 5.8622 2020-10-24 16:41:23,827 - mmaction - INFO - Epoch [63][900/1492] lr: 1.000e-03, eta: 17:22:06, time: 1.050, data_time: 0.002, memory: 5812, loss_cls: 6.0481, loss: 6.0481, grad_norm: 5.7714 2020-10-24 16:41:44,234 - mmaction - INFO - Epoch [63][920/1492] lr: 1.000e-03, eta: 17:21:42, time: 1.021, data_time: 0.004, memory: 5812, loss_cls: 6.0699, loss: 6.0699, grad_norm: 5.6893 2020-10-24 16:42:05,300 - mmaction - INFO - Epoch [63][940/1492] lr: 1.000e-03, eta: 17:21:19, time: 1.051, data_time: 0.003, memory: 5812, loss_cls: 6.0767, loss: 6.0767, grad_norm: 5.7166 2020-10-24 16:42:26,768 - mmaction - INFO - Epoch [63][960/1492] lr: 1.000e-03, eta: 17:20:56, time: 1.065, data_time: 0.017, memory: 5812, loss_cls: 6.0749, loss: 6.0749, grad_norm: 5.6531 2020-10-24 16:42:47,885 - mmaction - INFO - Epoch [63][980/1492] lr: 1.000e-03, eta: 17:20:33, time: 1.065, data_time: 0.013, memory: 5812, loss_cls: 6.1329, loss: 6.1329, grad_norm: 5.7505 2020-10-24 16:43:08,710 - mmaction - INFO - Epoch [63][1000/1492] lr: 1.000e-03, eta: 17:20:09, time: 1.039, data_time: 0.004, memory: 5812, loss_cls: 5.9034, loss: 5.9034, grad_norm: 5.6407 2020-10-24 16:43:30,117 - mmaction - INFO - Epoch [63][1020/1492] lr: 1.000e-03, eta: 17:19:47, time: 1.075, data_time: 0.007, memory: 5812, loss_cls: 5.9242, loss: 5.9242, grad_norm: 5.5293 2020-10-24 16:43:50,757 - mmaction - INFO - Epoch [63][1040/1492] lr: 1.000e-03, eta: 17:19:23, time: 1.031, data_time: 0.004, memory: 5812, loss_cls: 5.9164, loss: 5.9164, grad_norm: 5.6367 2020-10-24 16:44:11,633 - mmaction - INFO - Epoch [63][1060/1492] lr: 1.000e-03, eta: 17:19:00, time: 1.041, data_time: 0.003, memory: 5812, loss_cls: 5.9553, loss: 5.9553, grad_norm: 5.7284 2020-10-24 16:44:32,616 - mmaction - INFO - Epoch [63][1080/1492] lr: 1.000e-03, eta: 17:18:36, time: 1.048, data_time: 0.006, memory: 5812, loss_cls: 5.9656, loss: 5.9656, grad_norm: 5.6820 2020-10-24 16:44:53,751 - mmaction - INFO - Epoch [63][1100/1492] lr: 1.000e-03, eta: 17:18:13, time: 1.057, data_time: 0.007, memory: 5812, loss_cls: 5.9735, loss: 5.9735, grad_norm: 5.7897 2020-10-24 16:45:14,552 - mmaction - INFO - Epoch [63][1120/1492] lr: 1.000e-03, eta: 17:17:50, time: 1.042, data_time: 0.008, memory: 5812, loss_cls: 5.9120, loss: 5.9120, grad_norm: 5.6572 2020-10-24 16:45:34,982 - mmaction - INFO - Epoch [63][1140/1492] lr: 1.000e-03, eta: 17:17:26, time: 1.020, data_time: 0.005, memory: 5812, loss_cls: 5.8785, loss: 5.8785, grad_norm: 5.7686 2020-10-24 16:45:56,457 - mmaction - INFO - Epoch [63][1160/1492] lr: 1.000e-03, eta: 17:17:03, time: 1.076, data_time: 0.007, memory: 5812, loss_cls: 6.0891, loss: 6.0891, grad_norm: 5.7701 2020-10-24 16:46:17,004 - mmaction - INFO - Epoch [63][1180/1492] lr: 1.000e-03, eta: 17:16:40, time: 1.029, data_time: 0.006, memory: 5812, loss_cls: 5.9338, loss: 5.9338, grad_norm: 5.6117 2020-10-24 16:46:38,354 - mmaction - INFO - Epoch [63][1200/1492] lr: 1.000e-03, eta: 17:16:17, time: 1.068, data_time: 0.002, memory: 5812, loss_cls: 6.1205, loss: 6.1205, grad_norm: 5.8171 2020-10-24 16:46:58,920 - mmaction - INFO - Epoch [63][1220/1492] lr: 1.000e-03, eta: 17:15:53, time: 1.026, data_time: 0.002, memory: 5812, loss_cls: 5.9533, loss: 5.9533, grad_norm: 5.6648 2020-10-24 16:47:20,109 - mmaction - INFO - Epoch [63][1240/1492] lr: 1.000e-03, eta: 17:15:30, time: 1.058, data_time: 0.004, memory: 5812, loss_cls: 5.9257, loss: 5.9257, grad_norm: 5.7816 2020-10-24 16:47:41,623 - mmaction - INFO - Epoch [63][1260/1492] lr: 1.000e-03, eta: 17:15:07, time: 1.078, data_time: 0.007, memory: 5812, loss_cls: 6.0617, loss: 6.0617, grad_norm: 5.7381 2020-10-24 16:48:02,520 - mmaction - INFO - Epoch [63][1280/1492] lr: 1.000e-03, eta: 17:14:44, time: 1.045, data_time: 0.005, memory: 5812, loss_cls: 6.1151, loss: 6.1151, grad_norm: 5.7831 2020-10-24 16:48:23,164 - mmaction - INFO - Epoch [63][1300/1492] lr: 1.000e-03, eta: 17:14:20, time: 1.026, data_time: 0.001, memory: 5812, loss_cls: 6.0849, loss: 6.0849, grad_norm: 5.7935 2020-10-24 16:48:43,634 - mmaction - INFO - Epoch [63][1320/1492] lr: 1.000e-03, eta: 17:13:57, time: 1.020, data_time: 0.011, memory: 5812, loss_cls: 5.9945, loss: 5.9945, grad_norm: 5.6859 2020-10-24 16:49:04,362 - mmaction - INFO - Epoch [63][1340/1492] lr: 1.000e-03, eta: 17:13:34, time: 1.042, data_time: 0.018, memory: 5812, loss_cls: 6.0579, loss: 6.0579, grad_norm: 5.7255 2020-10-24 16:49:25,368 - mmaction - INFO - Epoch [63][1360/1492] lr: 1.000e-03, eta: 17:13:10, time: 1.050, data_time: 0.007, memory: 5812, loss_cls: 6.0598, loss: 6.0598, grad_norm: 5.7582 2020-10-24 16:49:45,887 - mmaction - INFO - Epoch [63][1380/1492] lr: 1.000e-03, eta: 17:12:47, time: 1.025, data_time: 0.006, memory: 5812, loss_cls: 5.9459, loss: 5.9459, grad_norm: 5.6655 2020-10-24 16:50:06,229 - mmaction - INFO - Epoch [63][1400/1492] lr: 1.000e-03, eta: 17:12:23, time: 1.019, data_time: 0.006, memory: 5812, loss_cls: 5.8955, loss: 5.8955, grad_norm: 5.7234 2020-10-24 16:50:27,259 - mmaction - INFO - Epoch [63][1420/1492] lr: 1.000e-03, eta: 17:12:00, time: 1.044, data_time: 0.005, memory: 5812, loss_cls: 6.0022, loss: 6.0022, grad_norm: 5.7746 2020-10-24 16:50:47,919 - mmaction - INFO - Epoch [63][1440/1492] lr: 1.000e-03, eta: 17:11:37, time: 1.041, data_time: 0.012, memory: 5812, loss_cls: 5.9609, loss: 5.9609, grad_norm: 5.7741 2020-10-24 16:51:08,881 - mmaction - INFO - Epoch [63][1460/1492] lr: 1.000e-03, eta: 17:11:13, time: 1.047, data_time: 0.011, memory: 5812, loss_cls: 6.0009, loss: 6.0009, grad_norm: 5.7127 2020-10-24 16:51:29,748 - mmaction - INFO - Epoch [63][1480/1492] lr: 1.000e-03, eta: 17:10:50, time: 1.046, data_time: 0.006, memory: 5812, loss_cls: 5.9454, loss: 5.9454, grad_norm: 5.6518 2020-10-24 16:52:23,508 - mmaction - INFO - Epoch [64][20/1492] lr: 1.000e-03, eta: 17:10:17, time: 2.008, data_time: 1.410, memory: 5812, loss_cls: 6.0273, loss: 6.0273, grad_norm: 5.7111 2020-10-24 16:52:45,755 - mmaction - INFO - Epoch [64][40/1492] lr: 1.000e-03, eta: 17:09:54, time: 1.114, data_time: 0.589, memory: 5812, loss_cls: 5.9973, loss: 5.9973, grad_norm: 5.6663 2020-10-24 16:53:07,624 - mmaction - INFO - Epoch [64][60/1492] lr: 1.000e-03, eta: 17:09:31, time: 1.090, data_time: 0.488, memory: 5812, loss_cls: 5.9873, loss: 5.9873, grad_norm: 5.7575 2020-10-24 16:53:28,893 - mmaction - INFO - Epoch [64][80/1492] lr: 1.000e-03, eta: 17:09:08, time: 1.064, data_time: 0.438, memory: 5812, loss_cls: 5.9474, loss: 5.9474, grad_norm: 5.6716 2020-10-24 16:53:49,920 - mmaction - INFO - Epoch [64][100/1492] lr: 1.000e-03, eta: 17:08:45, time: 1.053, data_time: 0.468, memory: 5812, loss_cls: 6.0328, loss: 6.0328, grad_norm: 5.7563 2020-10-24 16:54:10,582 - mmaction - INFO - Epoch [64][120/1492] lr: 1.000e-03, eta: 17:08:22, time: 1.036, data_time: 0.426, memory: 5812, loss_cls: 5.9522, loss: 5.9522, grad_norm: 5.6669 2020-10-24 16:54:31,159 - mmaction - INFO - Epoch [64][140/1492] lr: 1.000e-03, eta: 17:07:58, time: 1.029, data_time: 0.435, memory: 5812, loss_cls: 6.0673, loss: 6.0673, grad_norm: 5.8518 2020-10-24 16:54:51,677 - mmaction - INFO - Epoch [64][160/1492] lr: 1.000e-03, eta: 17:07:35, time: 1.025, data_time: 0.463, memory: 5812, loss_cls: 5.9979, loss: 5.9979, grad_norm: 5.7412 2020-10-24 16:55:12,930 - mmaction - INFO - Epoch [64][180/1492] lr: 1.000e-03, eta: 17:07:12, time: 1.060, data_time: 0.445, memory: 5812, loss_cls: 5.9676, loss: 5.9676, grad_norm: 5.8354 2020-10-24 16:55:33,721 - mmaction - INFO - Epoch [64][200/1492] lr: 1.000e-03, eta: 17:06:48, time: 1.043, data_time: 0.459, memory: 5812, loss_cls: 6.0029, loss: 6.0029, grad_norm: 5.7566 2020-10-24 16:55:54,970 - mmaction - INFO - Epoch [64][220/1492] lr: 1.000e-03, eta: 17:06:25, time: 1.056, data_time: 0.460, memory: 5812, loss_cls: 6.0225, loss: 6.0225, grad_norm: 5.7382 2020-10-24 16:56:15,624 - mmaction - INFO - Epoch [64][240/1492] lr: 1.000e-03, eta: 17:06:02, time: 1.038, data_time: 0.472, memory: 5812, loss_cls: 5.9894, loss: 5.9894, grad_norm: 5.6558 2020-10-24 16:56:36,668 - mmaction - INFO - Epoch [64][260/1492] lr: 1.000e-03, eta: 17:05:39, time: 1.044, data_time: 0.454, memory: 5812, loss_cls: 5.9857, loss: 5.9857, grad_norm: 5.7698 2020-10-24 16:56:57,899 - mmaction - INFO - Epoch [64][280/1492] lr: 1.000e-03, eta: 17:05:16, time: 1.068, data_time: 0.464, memory: 5812, loss_cls: 6.0047, loss: 6.0047, grad_norm: 5.6893 2020-10-24 16:57:18,729 - mmaction - INFO - Epoch [64][300/1492] lr: 1.000e-03, eta: 17:04:52, time: 1.044, data_time: 0.450, memory: 5812, loss_cls: 5.9573, loss: 5.9573, grad_norm: 5.6462 2020-10-24 16:57:38,714 - mmaction - INFO - Epoch [64][320/1492] lr: 1.000e-03, eta: 17:04:28, time: 0.990, data_time: 0.430, memory: 5812, loss_cls: 5.8973, loss: 5.8973, grad_norm: 5.6409 2020-10-24 16:57:59,547 - mmaction - INFO - Epoch [64][340/1492] lr: 1.000e-03, eta: 17:04:05, time: 1.044, data_time: 0.454, memory: 5812, loss_cls: 5.9020, loss: 5.9020, grad_norm: 5.7253 2020-10-24 16:58:20,387 - mmaction - INFO - Epoch [64][360/1492] lr: 1.000e-03, eta: 17:03:42, time: 1.050, data_time: 0.462, memory: 5812, loss_cls: 6.0173, loss: 6.0173, grad_norm: 5.7604 2020-10-24 16:58:40,561 - mmaction - INFO - Epoch [64][380/1492] lr: 1.000e-03, eta: 17:03:18, time: 1.006, data_time: 0.437, memory: 5812, loss_cls: 5.9415, loss: 5.9415, grad_norm: 5.7188 2020-10-24 16:59:01,150 - mmaction - INFO - Epoch [64][400/1492] lr: 1.000e-03, eta: 17:02:55, time: 1.030, data_time: 0.435, memory: 5812, loss_cls: 6.0183, loss: 6.0183, grad_norm: 5.7881 2020-10-24 16:59:21,954 - mmaction - INFO - Epoch [64][420/1492] lr: 1.000e-03, eta: 17:02:31, time: 1.040, data_time: 0.440, memory: 5812, loss_cls: 5.8766, loss: 5.8766, grad_norm: 5.6097 2020-10-24 16:59:43,023 - mmaction - INFO - Epoch [64][440/1492] lr: 1.000e-03, eta: 17:02:08, time: 1.049, data_time: 0.444, memory: 5812, loss_cls: 6.0941, loss: 6.0941, grad_norm: 5.8605 2020-10-24 17:00:03,476 - mmaction - INFO - Epoch [64][460/1492] lr: 1.000e-03, eta: 17:01:45, time: 1.027, data_time: 0.449, memory: 5812, loss_cls: 5.9679, loss: 5.9679, grad_norm: 5.8218 2020-10-24 17:00:24,874 - mmaction - INFO - Epoch [64][480/1492] lr: 1.000e-03, eta: 17:01:22, time: 1.065, data_time: 0.465, memory: 5812, loss_cls: 6.0131, loss: 6.0131, grad_norm: 5.8589 2020-10-24 17:00:45,524 - mmaction - INFO - Epoch [64][500/1492] lr: 1.000e-03, eta: 17:00:58, time: 1.037, data_time: 0.443, memory: 5812, loss_cls: 5.9315, loss: 5.9315, grad_norm: 5.7346 2020-10-24 17:01:06,779 - mmaction - INFO - Epoch [64][520/1492] lr: 1.000e-03, eta: 17:00:35, time: 1.060, data_time: 0.461, memory: 5812, loss_cls: 6.0509, loss: 6.0509, grad_norm: 5.7962 2020-10-24 17:01:26,792 - mmaction - INFO - Epoch [64][540/1492] lr: 1.000e-03, eta: 17:00:12, time: 1.004, data_time: 0.399, memory: 5812, loss_cls: 6.0073, loss: 6.0073, grad_norm: 5.8247 2020-10-24 17:01:48,398 - mmaction - INFO - Epoch [64][560/1492] lr: 1.000e-03, eta: 16:59:49, time: 1.078, data_time: 0.463, memory: 5812, loss_cls: 6.0384, loss: 6.0384, grad_norm: 5.8575 2020-10-24 17:02:09,207 - mmaction - INFO - Epoch [64][580/1492] lr: 1.000e-03, eta: 16:59:25, time: 1.041, data_time: 0.434, memory: 5812, loss_cls: 6.0600, loss: 6.0600, grad_norm: 5.7130 2020-10-24 17:02:29,880 - mmaction - INFO - Epoch [64][600/1492] lr: 1.000e-03, eta: 16:59:02, time: 1.034, data_time: 0.431, memory: 5812, loss_cls: 5.8894, loss: 5.8894, grad_norm: 5.6721 2020-10-24 17:02:50,950 - mmaction - INFO - Epoch [64][620/1492] lr: 1.000e-03, eta: 16:58:39, time: 1.048, data_time: 0.462, memory: 5812, loss_cls: 5.9801, loss: 5.9801, grad_norm: 5.7514 2020-10-24 17:03:11,236 - mmaction - INFO - Epoch [64][640/1492] lr: 1.000e-03, eta: 16:58:15, time: 1.020, data_time: 0.421, memory: 5812, loss_cls: 5.9791, loss: 5.9791, grad_norm: 5.6778 2020-10-24 17:03:31,740 - mmaction - INFO - Epoch [64][660/1492] lr: 1.000e-03, eta: 16:57:52, time: 1.025, data_time: 0.429, memory: 5812, loss_cls: 5.9648, loss: 5.9648, grad_norm: 5.7232 2020-10-24 17:03:52,836 - mmaction - INFO - Epoch [64][680/1492] lr: 1.000e-03, eta: 16:57:28, time: 1.050, data_time: 0.442, memory: 5812, loss_cls: 6.1032, loss: 6.1032, grad_norm: 5.7689 2020-10-24 17:04:13,032 - mmaction - INFO - Epoch [64][700/1492] lr: 1.000e-03, eta: 16:57:05, time: 1.016, data_time: 0.427, memory: 5812, loss_cls: 6.1033, loss: 6.1033, grad_norm: 5.7792 2020-10-24 17:04:33,935 - mmaction - INFO - Epoch [64][720/1492] lr: 1.000e-03, eta: 16:56:42, time: 1.045, data_time: 0.450, memory: 5812, loss_cls: 5.9231, loss: 5.9231, grad_norm: 5.7008 2020-10-24 17:04:55,086 - mmaction - INFO - Epoch [64][740/1492] lr: 1.000e-03, eta: 16:56:19, time: 1.060, data_time: 0.470, memory: 5812, loss_cls: 5.9638, loss: 5.9638, grad_norm: 5.7583 2020-10-24 17:05:15,439 - mmaction - INFO - Epoch [64][760/1492] lr: 1.000e-03, eta: 16:55:55, time: 1.016, data_time: 0.434, memory: 5812, loss_cls: 5.9364, loss: 5.9364, grad_norm: 5.6570 2020-10-24 17:05:36,210 - mmaction - INFO - Epoch [64][780/1492] lr: 1.000e-03, eta: 16:55:32, time: 1.033, data_time: 0.446, memory: 5812, loss_cls: 6.0214, loss: 6.0214, grad_norm: 5.7729 2020-10-24 17:05:57,113 - mmaction - INFO - Epoch [64][800/1492] lr: 1.000e-03, eta: 16:55:08, time: 1.050, data_time: 0.471, memory: 5812, loss_cls: 6.0039, loss: 6.0039, grad_norm: 5.7256 2020-10-24 17:06:17,982 - mmaction - INFO - Epoch [64][820/1492] lr: 1.000e-03, eta: 16:54:45, time: 1.046, data_time: 0.448, memory: 5812, loss_cls: 6.0736, loss: 6.0736, grad_norm: 5.7935 2020-10-24 17:06:38,695 - mmaction - INFO - Epoch [64][840/1492] lr: 1.000e-03, eta: 16:54:22, time: 1.033, data_time: 0.428, memory: 5812, loss_cls: 6.0796, loss: 6.0796, grad_norm: 5.8698 2020-10-24 17:06:59,581 - mmaction - INFO - Epoch [64][860/1492] lr: 1.000e-03, eta: 16:53:59, time: 1.045, data_time: 0.432, memory: 5812, loss_cls: 6.0966, loss: 6.0966, grad_norm: 5.8954 2020-10-24 17:07:20,895 - mmaction - INFO - Epoch [64][880/1492] lr: 1.000e-03, eta: 16:53:36, time: 1.067, data_time: 0.452, memory: 5812, loss_cls: 6.0535, loss: 6.0535, grad_norm: 5.7984 2020-10-24 17:07:41,881 - mmaction - INFO - Epoch [64][900/1492] lr: 1.000e-03, eta: 16:53:12, time: 1.050, data_time: 0.443, memory: 5812, loss_cls: 6.0191, loss: 6.0191, grad_norm: 5.8442 2020-10-24 17:08:02,312 - mmaction - INFO - Epoch [64][920/1492] lr: 1.000e-03, eta: 16:52:49, time: 1.021, data_time: 0.429, memory: 5812, loss_cls: 6.0416, loss: 6.0416, grad_norm: 5.7347 2020-10-24 17:08:23,294 - mmaction - INFO - Epoch [64][940/1492] lr: 1.000e-03, eta: 16:52:26, time: 1.050, data_time: 0.461, memory: 5812, loss_cls: 5.9539, loss: 5.9539, grad_norm: 5.7516 2020-10-24 17:08:43,842 - mmaction - INFO - Epoch [64][960/1492] lr: 1.000e-03, eta: 16:52:02, time: 1.028, data_time: 0.433, memory: 5812, loss_cls: 6.0857, loss: 6.0857, grad_norm: 5.7302 2020-10-24 17:09:04,363 - mmaction - INFO - Epoch [64][980/1492] lr: 1.000e-03, eta: 16:51:39, time: 1.018, data_time: 0.434, memory: 5812, loss_cls: 5.9797, loss: 5.9797, grad_norm: 5.6550 2020-10-24 17:09:25,270 - mmaction - INFO - Epoch [64][1000/1492] lr: 1.000e-03, eta: 16:51:16, time: 1.051, data_time: 0.434, memory: 5812, loss_cls: 6.1017, loss: 6.1017, grad_norm: 5.8857 2020-10-24 17:09:45,889 - mmaction - INFO - Epoch [64][1020/1492] lr: 1.000e-03, eta: 16:50:52, time: 1.030, data_time: 0.450, memory: 5812, loss_cls: 5.9260, loss: 5.9260, grad_norm: 5.7641 2020-10-24 17:10:06,803 - mmaction - INFO - Epoch [64][1040/1492] lr: 1.000e-03, eta: 16:50:29, time: 1.040, data_time: 0.462, memory: 5812, loss_cls: 5.9977, loss: 5.9977, grad_norm: 5.7642 2020-10-24 17:10:28,113 - mmaction - INFO - Epoch [64][1060/1492] lr: 1.000e-03, eta: 16:50:06, time: 1.070, data_time: 0.461, memory: 5812, loss_cls: 6.0595, loss: 6.0595, grad_norm: 5.8288 2020-10-24 17:10:49,536 - mmaction - INFO - Epoch [64][1080/1492] lr: 1.000e-03, eta: 16:49:43, time: 1.074, data_time: 0.493, memory: 5812, loss_cls: 5.9048, loss: 5.9048, grad_norm: 5.7048 2020-10-24 17:11:10,090 - mmaction - INFO - Epoch [64][1100/1492] lr: 1.000e-03, eta: 16:49:19, time: 1.023, data_time: 0.431, memory: 5812, loss_cls: 5.9269, loss: 5.9269, grad_norm: 5.7790 2020-10-24 17:11:30,998 - mmaction - INFO - Epoch [64][1120/1492] lr: 1.000e-03, eta: 16:48:56, time: 1.051, data_time: 0.459, memory: 5812, loss_cls: 6.0400, loss: 6.0400, grad_norm: 5.9290 2020-10-24 17:11:51,856 - mmaction - INFO - Epoch [64][1140/1492] lr: 1.000e-03, eta: 16:48:33, time: 1.040, data_time: 0.446, memory: 5812, loss_cls: 6.0186, loss: 6.0186, grad_norm: 5.7947 2020-10-24 17:12:12,489 - mmaction - INFO - Epoch [64][1160/1492] lr: 1.000e-03, eta: 16:48:10, time: 1.029, data_time: 0.454, memory: 5812, loss_cls: 6.0730, loss: 6.0730, grad_norm: 5.8551 2020-10-24 17:12:32,946 - mmaction - INFO - Epoch [64][1180/1492] lr: 1.000e-03, eta: 16:47:46, time: 1.027, data_time: 0.470, memory: 5812, loss_cls: 5.9907, loss: 5.9907, grad_norm: 5.8471 2020-10-24 17:12:54,053 - mmaction - INFO - Epoch [64][1200/1492] lr: 1.000e-03, eta: 16:47:23, time: 1.055, data_time: 0.444, memory: 5812, loss_cls: 6.0015, loss: 6.0015, grad_norm: 5.6719 2020-10-24 17:13:15,430 - mmaction - INFO - Epoch [64][1220/1492] lr: 1.000e-03, eta: 16:47:00, time: 1.067, data_time: 0.442, memory: 5812, loss_cls: 6.0256, loss: 6.0256, grad_norm: 5.8787 2020-10-24 17:13:35,762 - mmaction - INFO - Epoch [64][1240/1492] lr: 1.000e-03, eta: 16:46:36, time: 1.013, data_time: 0.442, memory: 5812, loss_cls: 6.0798, loss: 6.0798, grad_norm: 5.7670 2020-10-24 17:13:56,929 - mmaction - INFO - Epoch [64][1260/1492] lr: 1.000e-03, eta: 16:46:13, time: 1.061, data_time: 0.458, memory: 5812, loss_cls: 6.0494, loss: 6.0494, grad_norm: 5.7149 2020-10-24 17:14:17,539 - mmaction - INFO - Epoch [64][1280/1492] lr: 1.000e-03, eta: 16:45:50, time: 1.030, data_time: 0.431, memory: 5812, loss_cls: 6.1106, loss: 6.1106, grad_norm: 5.8355 2020-10-24 17:14:38,333 - mmaction - INFO - Epoch [64][1300/1492] lr: 1.000e-03, eta: 16:45:27, time: 1.044, data_time: 0.468, memory: 5812, loss_cls: 5.9691, loss: 5.9691, grad_norm: 5.7375 2020-10-24 17:14:59,674 - mmaction - INFO - Epoch [64][1320/1492] lr: 1.000e-03, eta: 16:45:04, time: 1.067, data_time: 0.449, memory: 5812, loss_cls: 5.9957, loss: 5.9957, grad_norm: 5.7449 2020-10-24 17:15:20,609 - mmaction - INFO - Epoch [64][1340/1492] lr: 1.000e-03, eta: 16:44:41, time: 1.047, data_time: 0.451, memory: 5812, loss_cls: 6.0650, loss: 6.0650, grad_norm: 5.6991 2020-10-24 17:15:41,125 - mmaction - INFO - Epoch [64][1360/1492] lr: 1.000e-03, eta: 16:44:17, time: 1.026, data_time: 0.418, memory: 5812, loss_cls: 6.0914, loss: 6.0914, grad_norm: 5.8112 2020-10-24 17:16:02,737 - mmaction - INFO - Epoch [64][1380/1492] lr: 1.000e-03, eta: 16:43:54, time: 1.080, data_time: 0.475, memory: 5812, loss_cls: 5.9657, loss: 5.9657, grad_norm: 5.7290 2020-10-24 17:16:23,321 - mmaction - INFO - Epoch [64][1400/1492] lr: 1.000e-03, eta: 16:43:31, time: 1.028, data_time: 0.431, memory: 5812, loss_cls: 6.1054, loss: 6.1054, grad_norm: 5.7528 2020-10-24 17:16:44,057 - mmaction - INFO - Epoch [64][1420/1492] lr: 1.000e-03, eta: 16:43:08, time: 1.038, data_time: 0.434, memory: 5812, loss_cls: 5.9493, loss: 5.9493, grad_norm: 5.7877 2020-10-24 17:17:05,201 - mmaction - INFO - Epoch [64][1440/1492] lr: 1.000e-03, eta: 16:42:45, time: 1.053, data_time: 0.434, memory: 5812, loss_cls: 5.9633, loss: 5.9633, grad_norm: 5.7185 2020-10-24 17:17:26,170 - mmaction - INFO - Epoch [64][1460/1492] lr: 1.000e-03, eta: 16:42:21, time: 1.051, data_time: 0.471, memory: 5812, loss_cls: 6.0054, loss: 6.0054, grad_norm: 5.8416 2020-10-24 17:17:47,385 - mmaction - INFO - Epoch [64][1480/1492] lr: 1.000e-03, eta: 16:41:58, time: 1.052, data_time: 0.440, memory: 5812, loss_cls: 5.9799, loss: 5.9799, grad_norm: 5.7910 2020-10-24 17:18:34,524 - mmaction - INFO - Epoch [65][20/1492] lr: 1.000e-03, eta: 16:41:22, time: 1.736, data_time: 0.962, memory: 5812, loss_cls: 6.1422, loss: 6.1422, grad_norm: 5.8186 2020-10-24 17:18:56,329 - mmaction - INFO - Epoch [65][40/1492] lr: 1.000e-03, eta: 16:40:59, time: 1.090, data_time: 0.012, memory: 5812, loss_cls: 6.0187, loss: 6.0187, grad_norm: 5.7758 2020-10-24 17:19:17,974 - mmaction - INFO - Epoch [65][60/1492] lr: 1.000e-03, eta: 16:40:36, time: 1.070, data_time: 0.004, memory: 5812, loss_cls: 5.9623, loss: 5.9623, grad_norm: 5.8083 2020-10-24 17:19:39,446 - mmaction - INFO - Epoch [65][80/1492] lr: 1.000e-03, eta: 16:40:13, time: 1.086, data_time: 0.016, memory: 5812, loss_cls: 6.0014, loss: 6.0014, grad_norm: 5.8068 2020-10-24 17:20:00,841 - mmaction - INFO - Epoch [65][100/1492] lr: 1.000e-03, eta: 16:39:51, time: 1.067, data_time: 0.003, memory: 5812, loss_cls: 6.0464, loss: 6.0464, grad_norm: 5.8305 2020-10-24 17:20:22,719 - mmaction - INFO - Epoch [65][120/1492] lr: 1.000e-03, eta: 16:39:28, time: 1.088, data_time: 0.004, memory: 5812, loss_cls: 6.1043, loss: 6.1043, grad_norm: 5.9514 2020-10-24 17:20:44,628 - mmaction - INFO - Epoch [65][140/1492] lr: 1.000e-03, eta: 16:39:05, time: 1.105, data_time: 0.012, memory: 5812, loss_cls: 6.0973, loss: 6.0973, grad_norm: 5.9450 2020-10-24 17:21:05,646 - mmaction - INFO - Epoch [65][160/1492] lr: 1.000e-03, eta: 16:38:42, time: 1.051, data_time: 0.001, memory: 5812, loss_cls: 6.1026, loss: 6.1026, grad_norm: 5.9006 2020-10-24 17:21:27,170 - mmaction - INFO - Epoch [65][180/1492] lr: 1.000e-03, eta: 16:38:19, time: 1.069, data_time: 0.002, memory: 5812, loss_cls: 6.0396, loss: 6.0396, grad_norm: 5.7734 2020-10-24 17:21:48,642 - mmaction - INFO - Epoch [65][200/1492] lr: 1.000e-03, eta: 16:37:56, time: 1.081, data_time: 0.012, memory: 5812, loss_cls: 5.8632, loss: 5.8632, grad_norm: 5.6948 2020-10-24 17:22:09,595 - mmaction - INFO - Epoch [65][220/1492] lr: 1.000e-03, eta: 16:37:33, time: 1.043, data_time: 0.002, memory: 5812, loss_cls: 6.1038, loss: 6.1038, grad_norm: 5.7245 2020-10-24 17:22:30,945 - mmaction - INFO - Epoch [65][240/1492] lr: 1.000e-03, eta: 16:37:10, time: 1.065, data_time: 0.009, memory: 5812, loss_cls: 6.0060, loss: 6.0060, grad_norm: 5.7690 2020-10-24 17:22:52,817 - mmaction - INFO - Epoch [65][260/1492] lr: 1.000e-03, eta: 16:36:47, time: 1.093, data_time: 0.008, memory: 5812, loss_cls: 6.0568, loss: 6.0568, grad_norm: 5.8371 2020-10-24 17:23:14,187 - mmaction - INFO - Epoch [65][280/1492] lr: 1.000e-03, eta: 16:36:25, time: 1.073, data_time: 0.008, memory: 5812, loss_cls: 5.9240, loss: 5.9240, grad_norm: 5.7338 2020-10-24 17:23:35,063 - mmaction - INFO - Epoch [65][300/1492] lr: 1.000e-03, eta: 16:36:01, time: 1.046, data_time: 0.005, memory: 5812, loss_cls: 6.0931, loss: 6.0931, grad_norm: 5.8395 2020-10-24 17:23:55,722 - mmaction - INFO - Epoch [65][320/1492] lr: 1.000e-03, eta: 16:35:38, time: 1.025, data_time: 0.003, memory: 5812, loss_cls: 5.9204, loss: 5.9204, grad_norm: 5.7324 2020-10-24 17:24:17,010 - mmaction - INFO - Epoch [65][340/1492] lr: 1.000e-03, eta: 16:35:15, time: 1.066, data_time: 0.009, memory: 5812, loss_cls: 6.0484, loss: 6.0484, grad_norm: 5.8682 2020-10-24 17:24:38,133 - mmaction - INFO - Epoch [65][360/1492] lr: 1.000e-03, eta: 16:34:52, time: 1.056, data_time: 0.008, memory: 5812, loss_cls: 6.0355, loss: 6.0355, grad_norm: 5.7563 2020-10-24 17:24:59,341 - mmaction - INFO - Epoch [65][380/1492] lr: 1.000e-03, eta: 16:34:29, time: 1.065, data_time: 0.009, memory: 5812, loss_cls: 5.9302, loss: 5.9302, grad_norm: 5.7528 2020-10-24 17:25:20,059 - mmaction - INFO - Epoch [65][400/1492] lr: 1.000e-03, eta: 16:34:06, time: 1.030, data_time: 0.017, memory: 5812, loss_cls: 5.8861, loss: 5.8861, grad_norm: 5.7088 2020-10-24 17:25:40,591 - mmaction - INFO - Epoch [65][420/1492] lr: 1.000e-03, eta: 16:33:42, time: 1.034, data_time: 0.011, memory: 5812, loss_cls: 6.0758, loss: 6.0758, grad_norm: 5.8556 2020-10-24 17:26:01,774 - mmaction - INFO - Epoch [65][440/1492] lr: 1.000e-03, eta: 16:33:19, time: 1.055, data_time: 0.005, memory: 5812, loss_cls: 5.9866, loss: 5.9866, grad_norm: 5.8091 2020-10-24 17:26:22,255 - mmaction - INFO - Epoch [65][460/1492] lr: 1.000e-03, eta: 16:32:56, time: 1.028, data_time: 0.006, memory: 5812, loss_cls: 6.0135, loss: 6.0135, grad_norm: 5.7732 2020-10-24 17:26:44,128 - mmaction - INFO - Epoch [65][480/1492] lr: 1.000e-03, eta: 16:32:33, time: 1.093, data_time: 0.002, memory: 5812, loss_cls: 5.9784, loss: 5.9784, grad_norm: 5.8173 2020-10-24 17:27:04,483 - mmaction - INFO - Epoch [65][500/1492] lr: 1.000e-03, eta: 16:32:10, time: 1.012, data_time: 0.006, memory: 5812, loss_cls: 6.0076, loss: 6.0076, grad_norm: 5.8869 2020-10-24 17:27:25,529 - mmaction - INFO - Epoch [65][520/1492] lr: 1.000e-03, eta: 16:31:47, time: 1.055, data_time: 0.010, memory: 5812, loss_cls: 6.0424, loss: 6.0424, grad_norm: 5.8990 2020-10-24 17:27:47,092 - mmaction - INFO - Epoch [65][540/1492] lr: 1.000e-03, eta: 16:31:24, time: 1.081, data_time: 0.008, memory: 5812, loss_cls: 5.9150, loss: 5.9150, grad_norm: 5.6807 2020-10-24 17:28:08,056 - mmaction - INFO - Epoch [65][560/1492] lr: 1.000e-03, eta: 16:31:01, time: 1.047, data_time: 0.003, memory: 5812, loss_cls: 5.9727, loss: 5.9727, grad_norm: 5.7653 2020-10-24 17:28:28,947 - mmaction - INFO - Epoch [65][580/1492] lr: 1.000e-03, eta: 16:30:37, time: 1.037, data_time: 0.009, memory: 5812, loss_cls: 6.1136, loss: 6.1136, grad_norm: 5.8756 2020-10-24 17:28:50,230 - mmaction - INFO - Epoch [65][600/1492] lr: 1.000e-03, eta: 16:30:14, time: 1.069, data_time: 0.014, memory: 5812, loss_cls: 6.0607, loss: 6.0607, grad_norm: 5.8039 2020-10-24 17:29:11,330 - mmaction - INFO - Epoch [65][620/1492] lr: 1.000e-03, eta: 16:29:51, time: 1.054, data_time: 0.006, memory: 5812, loss_cls: 5.9961, loss: 5.9961, grad_norm: 5.8478 2020-10-24 17:29:31,951 - mmaction - INFO - Epoch [65][640/1492] lr: 1.000e-03, eta: 16:29:28, time: 1.034, data_time: 0.010, memory: 5812, loss_cls: 5.9135, loss: 5.9135, grad_norm: 5.7048 2020-10-24 17:29:52,833 - mmaction - INFO - Epoch [65][660/1492] lr: 1.000e-03, eta: 16:29:05, time: 1.041, data_time: 0.006, memory: 5812, loss_cls: 6.0548, loss: 6.0548, grad_norm: 5.8946 2020-10-24 17:30:14,805 - mmaction - INFO - Epoch [65][680/1492] lr: 1.000e-03, eta: 16:28:42, time: 1.104, data_time: 0.007, memory: 5812, loss_cls: 6.0268, loss: 6.0268, grad_norm: 5.8892 2020-10-24 17:30:35,504 - mmaction - INFO - Epoch [65][700/1492] lr: 1.000e-03, eta: 16:28:19, time: 1.025, data_time: 0.002, memory: 5812, loss_cls: 6.0251, loss: 6.0251, grad_norm: 5.7750 2020-10-24 17:30:56,093 - mmaction - INFO - Epoch [65][720/1492] lr: 1.000e-03, eta: 16:27:56, time: 1.037, data_time: 0.013, memory: 5812, loss_cls: 5.8986, loss: 5.8986, grad_norm: 5.7569 2020-10-24 17:31:17,368 - mmaction - INFO - Epoch [65][740/1492] lr: 1.000e-03, eta: 16:27:33, time: 1.065, data_time: 0.004, memory: 5812, loss_cls: 5.8399, loss: 5.8399, grad_norm: 5.6935 2020-10-24 17:31:38,768 - mmaction - INFO - Epoch [65][760/1492] lr: 1.000e-03, eta: 16:27:10, time: 1.070, data_time: 0.005, memory: 5812, loss_cls: 5.9334, loss: 5.9334, grad_norm: 5.8197 2020-10-24 17:32:00,040 - mmaction - INFO - Epoch [65][780/1492] lr: 1.000e-03, eta: 16:26:47, time: 1.064, data_time: 0.003, memory: 5812, loss_cls: 5.9681, loss: 5.9681, grad_norm: 5.7587 2020-10-24 17:32:20,546 - mmaction - INFO - Epoch [65][800/1492] lr: 1.000e-03, eta: 16:26:23, time: 1.017, data_time: 0.004, memory: 5812, loss_cls: 6.0369, loss: 6.0369, grad_norm: 5.7865 2020-10-24 17:32:41,463 - mmaction - INFO - Epoch [65][820/1492] lr: 1.000e-03, eta: 16:26:00, time: 1.051, data_time: 0.010, memory: 5812, loss_cls: 6.0343, loss: 6.0343, grad_norm: 5.7539 2020-10-24 17:33:03,280 - mmaction - INFO - Epoch [65][840/1492] lr: 1.000e-03, eta: 16:25:37, time: 1.094, data_time: 0.009, memory: 5812, loss_cls: 6.1387, loss: 6.1387, grad_norm: 5.7901 2020-10-24 17:33:23,929 - mmaction - INFO - Epoch [65][860/1492] lr: 1.000e-03, eta: 16:25:14, time: 1.031, data_time: 0.003, memory: 5812, loss_cls: 5.9676, loss: 5.9676, grad_norm: 5.6680 2020-10-24 17:33:44,613 - mmaction - INFO - Epoch [65][880/1492] lr: 1.000e-03, eta: 16:24:51, time: 1.033, data_time: 0.007, memory: 5812, loss_cls: 5.9265, loss: 5.9265, grad_norm: 5.7057 2020-10-24 17:34:05,933 - mmaction - INFO - Epoch [65][900/1492] lr: 1.000e-03, eta: 16:24:28, time: 1.064, data_time: 0.009, memory: 5812, loss_cls: 5.9802, loss: 5.9802, grad_norm: 5.7220 2020-10-24 17:34:27,040 - mmaction - INFO - Epoch [65][920/1492] lr: 1.000e-03, eta: 16:24:05, time: 1.056, data_time: 0.009, memory: 5812, loss_cls: 6.0950, loss: 6.0950, grad_norm: 5.9419 2020-10-24 17:34:48,239 - mmaction - INFO - Epoch [65][940/1492] lr: 1.000e-03, eta: 16:23:42, time: 1.062, data_time: 0.009, memory: 5812, loss_cls: 6.0680, loss: 6.0680, grad_norm: 5.7904 2020-10-24 17:35:09,154 - mmaction - INFO - Epoch [65][960/1492] lr: 1.000e-03, eta: 16:23:19, time: 1.042, data_time: 0.006, memory: 5812, loss_cls: 6.0215, loss: 6.0215, grad_norm: 5.7175 2020-10-24 17:35:30,010 - mmaction - INFO - Epoch [65][980/1492] lr: 1.000e-03, eta: 16:22:55, time: 1.043, data_time: 0.011, memory: 5812, loss_cls: 5.9870, loss: 5.9870, grad_norm: 5.7828 2020-10-24 17:35:51,337 - mmaction - INFO - Epoch [65][1000/1492] lr: 1.000e-03, eta: 16:22:33, time: 1.072, data_time: 0.009, memory: 5812, loss_cls: 6.0002, loss: 6.0002, grad_norm: 5.8095 2020-10-24 17:36:11,982 - mmaction - INFO - Epoch [65][1020/1492] lr: 1.000e-03, eta: 16:22:09, time: 1.028, data_time: 0.004, memory: 5812, loss_cls: 5.9477, loss: 5.9477, grad_norm: 5.8540 2020-10-24 17:36:32,850 - mmaction - INFO - Epoch [65][1040/1492] lr: 1.000e-03, eta: 16:21:46, time: 1.041, data_time: 0.008, memory: 5812, loss_cls: 5.9076, loss: 5.9076, grad_norm: 5.7690 2020-10-24 17:36:53,718 - mmaction - INFO - Epoch [65][1060/1492] lr: 1.000e-03, eta: 16:21:23, time: 1.051, data_time: 0.010, memory: 5812, loss_cls: 6.0809, loss: 6.0809, grad_norm: 5.9313 2020-10-24 17:37:14,726 - mmaction - INFO - Epoch [65][1080/1492] lr: 1.000e-03, eta: 16:21:00, time: 1.042, data_time: 0.005, memory: 5812, loss_cls: 6.1272, loss: 6.1272, grad_norm: 5.7787 2020-10-24 17:37:36,128 - mmaction - INFO - Epoch [65][1100/1492] lr: 1.000e-03, eta: 16:20:37, time: 1.072, data_time: 0.019, memory: 5812, loss_cls: 5.8184, loss: 5.8184, grad_norm: 5.7196 2020-10-24 17:37:57,408 - mmaction - INFO - Epoch [65][1120/1492] lr: 1.000e-03, eta: 16:20:14, time: 1.067, data_time: 0.011, memory: 5812, loss_cls: 5.9828, loss: 5.9828, grad_norm: 5.8692 2020-10-24 17:38:18,020 - mmaction - INFO - Epoch [65][1140/1492] lr: 1.000e-03, eta: 16:19:51, time: 1.032, data_time: 0.007, memory: 5812, loss_cls: 6.0837, loss: 6.0837, grad_norm: 5.8203 2020-10-24 17:38:39,273 - mmaction - INFO - Epoch [65][1160/1492] lr: 1.000e-03, eta: 16:19:28, time: 1.065, data_time: 0.006, memory: 5812, loss_cls: 5.9274, loss: 5.9274, grad_norm: 5.7322 2020-10-24 17:39:00,552 - mmaction - INFO - Epoch [65][1180/1492] lr: 1.000e-03, eta: 16:19:05, time: 1.065, data_time: 0.013, memory: 5812, loss_cls: 6.0646, loss: 6.0646, grad_norm: 5.8587 2020-10-24 17:39:21,865 - mmaction - INFO - Epoch [65][1200/1492] lr: 1.000e-03, eta: 16:18:42, time: 1.059, data_time: 0.001, memory: 5812, loss_cls: 6.0463, loss: 6.0463, grad_norm: 5.8156 2020-10-24 17:39:42,832 - mmaction - INFO - Epoch [65][1220/1492] lr: 1.000e-03, eta: 16:18:19, time: 1.053, data_time: 0.008, memory: 5812, loss_cls: 5.9558, loss: 5.9558, grad_norm: 5.8681 2020-10-24 17:40:04,167 - mmaction - INFO - Epoch [65][1240/1492] lr: 1.000e-03, eta: 16:17:56, time: 1.058, data_time: 0.003, memory: 5812, loss_cls: 6.0138, loss: 6.0138, grad_norm: 5.8667 2020-10-24 17:40:24,978 - mmaction - INFO - Epoch [65][1260/1492] lr: 1.000e-03, eta: 16:17:32, time: 1.046, data_time: 0.013, memory: 5812, loss_cls: 5.9898, loss: 5.9898, grad_norm: 5.7202 2020-10-24 17:40:45,790 - mmaction - INFO - Epoch [65][1280/1492] lr: 1.000e-03, eta: 16:17:09, time: 1.041, data_time: 0.008, memory: 5812, loss_cls: 6.0553, loss: 6.0553, grad_norm: 5.7945 2020-10-24 17:41:07,147 - mmaction - INFO - Epoch [65][1300/1492] lr: 1.000e-03, eta: 16:16:46, time: 1.072, data_time: 0.008, memory: 5812, loss_cls: 5.9463, loss: 5.9463, grad_norm: 5.6663 2020-10-24 17:41:27,764 - mmaction - INFO - Epoch [65][1320/1492] lr: 1.000e-03, eta: 16:16:23, time: 1.017, data_time: 0.004, memory: 5812, loss_cls: 5.9455, loss: 5.9455, grad_norm: 5.7341 2020-10-24 17:41:49,025 - mmaction - INFO - Epoch [65][1340/1492] lr: 1.000e-03, eta: 16:16:00, time: 1.077, data_time: 0.017, memory: 5812, loss_cls: 5.9910, loss: 5.9910, grad_norm: 5.7718 2020-10-24 17:42:10,141 - mmaction - INFO - Epoch [65][1360/1492] lr: 1.000e-03, eta: 16:15:37, time: 1.055, data_time: 0.003, memory: 5812, loss_cls: 6.0701, loss: 6.0701, grad_norm: 5.8390 2020-10-24 17:42:31,039 - mmaction - INFO - Epoch [65][1380/1492] lr: 1.000e-03, eta: 16:15:14, time: 1.038, data_time: 0.004, memory: 5812, loss_cls: 6.0230, loss: 6.0230, grad_norm: 5.8384 2020-10-24 17:42:51,971 - mmaction - INFO - Epoch [65][1400/1492] lr: 1.000e-03, eta: 16:14:51, time: 1.046, data_time: 0.009, memory: 5812, loss_cls: 6.0647, loss: 6.0647, grad_norm: 5.9144 2020-10-24 17:43:13,054 - mmaction - INFO - Epoch [65][1420/1492] lr: 1.000e-03, eta: 16:14:28, time: 1.059, data_time: 0.011, memory: 5812, loss_cls: 6.0784, loss: 6.0784, grad_norm: 5.8911 2020-10-24 17:43:33,547 - mmaction - INFO - Epoch [65][1440/1492] lr: 1.000e-03, eta: 16:14:04, time: 1.019, data_time: 0.007, memory: 5812, loss_cls: 5.8874, loss: 5.8874, grad_norm: 5.7198 2020-10-24 17:43:54,702 - mmaction - INFO - Epoch [65][1460/1492] lr: 1.000e-03, eta: 16:13:41, time: 1.057, data_time: 0.009, memory: 5812, loss_cls: 5.9722, loss: 5.9722, grad_norm: 5.7971 2020-10-24 17:44:15,732 - mmaction - INFO - Epoch [65][1480/1492] lr: 1.000e-03, eta: 16:13:18, time: 1.050, data_time: 0.014, memory: 5812, loss_cls: 5.9831, loss: 5.9831, grad_norm: 5.8716 2020-10-24 17:44:28,218 - mmaction - INFO - Saving checkpoint at 65 epochs 2020-10-24 17:46:31,440 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-24 17:46:32,694 - mmaction - INFO - mean_average_precision 0.4826 2020-10-24 17:46:32,732 - mmaction - INFO - Epoch(val) [65][1492] mean_average_precision: 0.4826 2020-10-24 17:47:05,310 - mmaction - INFO - Epoch [66][20/1492] lr: 1.000e-03, eta: 16:12:41, time: 1.628, data_time: 0.577, memory: 5812, loss_cls: 6.0405, loss: 6.0405, grad_norm: 5.8266 2020-10-24 17:47:25,714 - mmaction - INFO - Epoch [66][40/1492] lr: 1.000e-03, eta: 16:12:17, time: 1.021, data_time: 0.004, memory: 5812, loss_cls: 5.9792, loss: 5.9792, grad_norm: 5.7462 2020-10-24 17:47:46,775 - mmaction - INFO - Epoch [66][60/1492] lr: 1.000e-03, eta: 16:11:54, time: 1.047, data_time: 0.005, memory: 5812, loss_cls: 5.9418, loss: 5.9418, grad_norm: 5.7811 2020-10-24 17:48:07,786 - mmaction - INFO - Epoch [66][80/1492] lr: 1.000e-03, eta: 16:11:31, time: 1.054, data_time: 0.007, memory: 5812, loss_cls: 5.9950, loss: 5.9950, grad_norm: 5.7886 2020-10-24 17:48:28,728 - mmaction - INFO - Epoch [66][100/1492] lr: 1.000e-03, eta: 16:11:08, time: 1.046, data_time: 0.004, memory: 5812, loss_cls: 6.0443, loss: 6.0443, grad_norm: 5.9568 2020-10-24 17:48:49,266 - mmaction - INFO - Epoch [66][120/1492] lr: 1.000e-03, eta: 16:10:45, time: 1.027, data_time: 0.007, memory: 5812, loss_cls: 5.8880, loss: 5.8880, grad_norm: 5.7704 2020-10-24 17:49:09,480 - mmaction - INFO - Epoch [66][140/1492] lr: 1.000e-03, eta: 16:10:21, time: 1.012, data_time: 0.006, memory: 5812, loss_cls: 5.9778, loss: 5.9778, grad_norm: 5.8481 2020-10-24 17:49:30,892 - mmaction - INFO - Epoch [66][160/1492] lr: 1.000e-03, eta: 16:09:58, time: 1.070, data_time: 0.005, memory: 5812, loss_cls: 5.9495, loss: 5.9495, grad_norm: 5.7918 2020-10-24 17:49:51,787 - mmaction - INFO - Epoch [66][180/1492] lr: 1.000e-03, eta: 16:09:35, time: 1.046, data_time: 0.007, memory: 5812, loss_cls: 6.1035, loss: 6.1035, grad_norm: 5.9413 2020-10-24 17:50:12,499 - mmaction - INFO - Epoch [66][200/1492] lr: 1.000e-03, eta: 16:09:12, time: 1.031, data_time: 0.004, memory: 5812, loss_cls: 6.0414, loss: 6.0414, grad_norm: 5.8573 2020-10-24 17:50:33,703 - mmaction - INFO - Epoch [66][220/1492] lr: 1.000e-03, eta: 16:08:49, time: 1.056, data_time: 0.008, memory: 5812, loss_cls: 5.9630, loss: 5.9630, grad_norm: 5.8717 2020-10-24 17:50:54,823 - mmaction - INFO - Epoch [66][240/1492] lr: 1.000e-03, eta: 16:08:26, time: 1.056, data_time: 0.015, memory: 5812, loss_cls: 6.0138, loss: 6.0138, grad_norm: 5.7929 2020-10-24 17:51:15,898 - mmaction - INFO - Epoch [66][260/1492] lr: 1.000e-03, eta: 16:08:03, time: 1.055, data_time: 0.011, memory: 5812, loss_cls: 5.9539, loss: 5.9539, grad_norm: 5.8034 2020-10-24 17:51:36,685 - mmaction - INFO - Epoch [66][280/1492] lr: 1.000e-03, eta: 16:07:40, time: 1.045, data_time: 0.010, memory: 5812, loss_cls: 6.0055, loss: 6.0055, grad_norm: 5.8408 2020-10-24 17:51:57,658 - mmaction - INFO - Epoch [66][300/1492] lr: 1.000e-03, eta: 16:07:16, time: 1.042, data_time: 0.006, memory: 5812, loss_cls: 6.0056, loss: 6.0056, grad_norm: 5.8545 2020-10-24 17:52:18,847 - mmaction - INFO - Epoch [66][320/1492] lr: 1.000e-03, eta: 16:06:53, time: 1.063, data_time: 0.013, memory: 5812, loss_cls: 5.8403, loss: 5.8403, grad_norm: 5.7355 2020-10-24 17:52:40,012 - mmaction - INFO - Epoch [66][340/1492] lr: 1.000e-03, eta: 16:06:31, time: 1.063, data_time: 0.007, memory: 5812, loss_cls: 6.0160, loss: 6.0160, grad_norm: 5.7130 2020-10-24 17:53:01,409 - mmaction - INFO - Epoch [66][360/1492] lr: 1.000e-03, eta: 16:06:08, time: 1.069, data_time: 0.002, memory: 5812, loss_cls: 5.9716, loss: 5.9716, grad_norm: 5.8321 2020-10-24 17:53:22,533 - mmaction - INFO - Epoch [66][380/1492] lr: 1.000e-03, eta: 16:05:45, time: 1.047, data_time: 0.003, memory: 5812, loss_cls: 5.9894, loss: 5.9894, grad_norm: 5.8881 2020-10-24 17:53:43,679 - mmaction - INFO - Epoch [66][400/1492] lr: 1.000e-03, eta: 16:05:22, time: 1.061, data_time: 0.015, memory: 5812, loss_cls: 6.0070, loss: 6.0070, grad_norm: 5.7169 2020-10-24 17:54:04,881 - mmaction - INFO - Epoch [66][420/1492] lr: 1.000e-03, eta: 16:04:59, time: 1.063, data_time: 0.009, memory: 5812, loss_cls: 6.0258, loss: 6.0258, grad_norm: 5.6459 2020-10-24 17:54:25,663 - mmaction - INFO - Epoch [66][440/1492] lr: 1.000e-03, eta: 16:04:36, time: 1.044, data_time: 0.007, memory: 5812, loss_cls: 5.9612, loss: 5.9612, grad_norm: 5.8780 2020-10-24 17:54:47,070 - mmaction - INFO - Epoch [66][460/1492] lr: 1.000e-03, eta: 16:04:13, time: 1.070, data_time: 0.001, memory: 5812, loss_cls: 6.1261, loss: 6.1261, grad_norm: 5.9706 2020-10-24 17:55:08,256 - mmaction - INFO - Epoch [66][480/1492] lr: 1.000e-03, eta: 16:03:50, time: 1.057, data_time: 0.002, memory: 5812, loss_cls: 5.9912, loss: 5.9912, grad_norm: 5.8520 2020-10-24 17:55:29,467 - mmaction - INFO - Epoch [66][500/1492] lr: 1.000e-03, eta: 16:03:27, time: 1.055, data_time: 0.005, memory: 5812, loss_cls: 5.8522, loss: 5.8522, grad_norm: 5.7474 2020-10-24 17:55:50,740 - mmaction - INFO - Epoch [66][520/1492] lr: 1.000e-03, eta: 16:03:04, time: 1.070, data_time: 0.010, memory: 5812, loss_cls: 5.9779, loss: 5.9779, grad_norm: 5.8870 2020-10-24 17:56:12,086 - mmaction - INFO - Epoch [66][540/1492] lr: 1.000e-03, eta: 16:02:41, time: 1.069, data_time: 0.006, memory: 5812, loss_cls: 5.9566, loss: 5.9566, grad_norm: 5.9125 2020-10-24 17:56:32,969 - mmaction - INFO - Epoch [66][560/1492] lr: 1.000e-03, eta: 16:02:18, time: 1.039, data_time: 0.004, memory: 5812, loss_cls: 6.0703, loss: 6.0703, grad_norm: 5.8541 2020-10-24 17:56:53,679 - mmaction - INFO - Epoch [66][580/1492] lr: 1.000e-03, eta: 16:01:55, time: 1.039, data_time: 0.008, memory: 5812, loss_cls: 6.0560, loss: 6.0560, grad_norm: 5.8710 2020-10-24 17:57:15,102 - mmaction - INFO - Epoch [66][600/1492] lr: 1.000e-03, eta: 16:01:32, time: 1.072, data_time: 0.006, memory: 5812, loss_cls: 6.0164, loss: 6.0164, grad_norm: 5.7782 2020-10-24 17:57:36,848 - mmaction - INFO - Epoch [66][620/1492] lr: 1.000e-03, eta: 16:01:09, time: 1.086, data_time: 0.002, memory: 5812, loss_cls: 5.9691, loss: 5.9691, grad_norm: 5.7427 2020-10-24 17:57:57,459 - mmaction - INFO - Epoch [66][640/1492] lr: 1.000e-03, eta: 16:00:46, time: 1.030, data_time: 0.006, memory: 5812, loss_cls: 5.9771, loss: 5.9771, grad_norm: 5.7903 2020-10-24 17:58:18,731 - mmaction - INFO - Epoch [66][660/1492] lr: 1.000e-03, eta: 16:00:23, time: 1.055, data_time: 0.005, memory: 5812, loss_cls: 6.1328, loss: 6.1328, grad_norm: 5.8965 2020-10-24 17:58:39,672 - mmaction - INFO - Epoch [66][680/1492] lr: 1.000e-03, eta: 16:00:00, time: 1.056, data_time: 0.014, memory: 5812, loss_cls: 5.8169, loss: 5.8169, grad_norm: 5.6972 2020-10-24 17:59:00,464 - mmaction - INFO - Epoch [66][700/1492] lr: 1.000e-03, eta: 15:59:36, time: 1.034, data_time: 0.003, memory: 5812, loss_cls: 6.0113, loss: 6.0113, grad_norm: 5.7209 2020-10-24 17:59:21,821 - mmaction - INFO - Epoch [66][720/1492] lr: 1.000e-03, eta: 15:59:14, time: 1.066, data_time: 0.009, memory: 5812, loss_cls: 5.8829, loss: 5.8829, grad_norm: 5.7170 2020-10-24 17:59:42,880 - mmaction - INFO - Epoch [66][740/1492] lr: 1.000e-03, eta: 15:58:51, time: 1.052, data_time: 0.013, memory: 5812, loss_cls: 6.0601, loss: 6.0601, grad_norm: 5.9070 2020-10-24 18:00:04,492 - mmaction - INFO - Epoch [66][760/1492] lr: 1.000e-03, eta: 15:58:28, time: 1.083, data_time: 0.013, memory: 5812, loss_cls: 6.1340, loss: 6.1340, grad_norm: 5.7935 2020-10-24 18:00:23,960 - mmaction - INFO - Epoch [66][780/1492] lr: 1.000e-03, eta: 15:58:04, time: 0.975, data_time: 0.070, memory: 5812, loss_cls: 6.0117, loss: 6.0117, grad_norm: 5.7520 2020-10-24 18:00:46,158 - mmaction - INFO - Epoch [66][800/1492] lr: 1.000e-03, eta: 15:57:42, time: 1.114, data_time: 0.016, memory: 5812, loss_cls: 5.9941, loss: 5.9941, grad_norm: 5.7936 2020-10-24 18:01:06,914 - mmaction - INFO - Epoch [66][820/1492] lr: 1.000e-03, eta: 15:57:18, time: 1.040, data_time: 0.005, memory: 5812, loss_cls: 6.0631, loss: 6.0631, grad_norm: 5.7393 2020-10-24 18:01:28,851 - mmaction - INFO - Epoch [66][840/1492] lr: 1.000e-03, eta: 15:56:56, time: 1.092, data_time: 0.003, memory: 5812, loss_cls: 6.0407, loss: 6.0407, grad_norm: 5.9004 2020-10-24 18:01:50,578 - mmaction - INFO - Epoch [66][860/1492] lr: 1.000e-03, eta: 15:56:33, time: 1.092, data_time: 0.008, memory: 5812, loss_cls: 6.0556, loss: 6.0556, grad_norm: 5.8748 2020-10-24 18:02:12,472 - mmaction - INFO - Epoch [66][880/1492] lr: 1.000e-03, eta: 15:56:11, time: 1.093, data_time: 0.003, memory: 5812, loss_cls: 6.0258, loss: 6.0258, grad_norm: 5.7719 2020-10-24 18:02:34,239 - mmaction - INFO - Epoch [66][900/1492] lr: 1.000e-03, eta: 15:55:48, time: 1.085, data_time: 0.003, memory: 5812, loss_cls: 6.0571, loss: 6.0571, grad_norm: 6.0091 2020-10-24 18:02:55,452 - mmaction - INFO - Epoch [66][920/1492] lr: 1.000e-03, eta: 15:55:25, time: 1.061, data_time: 0.006, memory: 5812, loss_cls: 5.9549, loss: 5.9549, grad_norm: 5.7786 2020-10-24 18:03:17,272 - mmaction - INFO - Epoch [66][940/1492] lr: 1.000e-03, eta: 15:55:02, time: 1.096, data_time: 0.011, memory: 5812, loss_cls: 6.0281, loss: 6.0281, grad_norm: 5.8790 2020-10-24 18:03:39,166 - mmaction - INFO - Epoch [66][960/1492] lr: 1.000e-03, eta: 15:54:40, time: 1.095, data_time: 0.002, memory: 5812, loss_cls: 5.9768, loss: 5.9768, grad_norm: 5.7581 2020-10-24 18:04:00,835 - mmaction - INFO - Epoch [66][980/1492] lr: 1.000e-03, eta: 15:54:17, time: 1.070, data_time: 0.006, memory: 5812, loss_cls: 5.9956, loss: 5.9956, grad_norm: 5.9765 2020-10-24 18:04:22,324 - mmaction - INFO - Epoch [66][1000/1492] lr: 1.000e-03, eta: 15:53:54, time: 1.080, data_time: 0.018, memory: 5812, loss_cls: 6.0601, loss: 6.0601, grad_norm: 5.8710 2020-10-24 18:04:44,249 - mmaction - INFO - Epoch [66][1020/1492] lr: 1.000e-03, eta: 15:53:32, time: 1.103, data_time: 0.009, memory: 5812, loss_cls: 5.9251, loss: 5.9251, grad_norm: 5.8030 2020-10-24 18:05:05,297 - mmaction - INFO - Epoch [66][1040/1492] lr: 1.000e-03, eta: 15:53:09, time: 1.054, data_time: 0.004, memory: 5812, loss_cls: 6.1289, loss: 6.1289, grad_norm: 6.0232 2020-10-24 18:05:26,975 - mmaction - INFO - Epoch [66][1060/1492] lr: 1.000e-03, eta: 15:52:46, time: 1.079, data_time: 0.003, memory: 5812, loss_cls: 5.9991, loss: 5.9991, grad_norm: 5.7924 2020-10-24 18:05:48,638 - mmaction - INFO - Epoch [66][1080/1492] lr: 1.000e-03, eta: 15:52:23, time: 1.084, data_time: 0.007, memory: 5812, loss_cls: 5.8917, loss: 5.8917, grad_norm: 5.8138 2020-10-24 18:06:09,459 - mmaction - INFO - Epoch [66][1100/1492] lr: 1.000e-03, eta: 15:52:00, time: 1.045, data_time: 0.007, memory: 5812, loss_cls: 5.9847, loss: 5.9847, grad_norm: 5.8497 2020-10-24 18:06:30,924 - mmaction - INFO - Epoch [66][1120/1492] lr: 1.000e-03, eta: 15:51:37, time: 1.074, data_time: 0.002, memory: 5812, loss_cls: 5.9732, loss: 5.9732, grad_norm: 5.8065 2020-10-24 18:06:51,715 - mmaction - INFO - Epoch [66][1140/1492] lr: 1.000e-03, eta: 15:51:14, time: 1.036, data_time: 0.002, memory: 5812, loss_cls: 6.0088, loss: 6.0088, grad_norm: 5.9004 2020-10-24 18:07:13,267 - mmaction - INFO - Epoch [66][1160/1492] lr: 1.000e-03, eta: 15:50:51, time: 1.074, data_time: 0.006, memory: 5812, loss_cls: 6.1137, loss: 6.1137, grad_norm: 5.8729 2020-10-24 18:07:33,711 - mmaction - INFO - Epoch [66][1180/1492] lr: 1.000e-03, eta: 15:50:28, time: 1.024, data_time: 0.019, memory: 5812, loss_cls: 6.1107, loss: 6.1107, grad_norm: 6.0570 2020-10-24 18:07:54,735 - mmaction - INFO - Epoch [66][1200/1492] lr: 1.000e-03, eta: 15:50:05, time: 1.052, data_time: 0.010, memory: 5812, loss_cls: 6.0546, loss: 6.0546, grad_norm: 5.8729 2020-10-24 18:08:15,784 - mmaction - INFO - Epoch [66][1220/1492] lr: 1.000e-03, eta: 15:49:42, time: 1.056, data_time: 0.007, memory: 5812, loss_cls: 5.9862, loss: 5.9862, grad_norm: 5.7845 2020-10-24 18:08:36,731 - mmaction - INFO - Epoch [66][1240/1492] lr: 1.000e-03, eta: 15:49:19, time: 1.045, data_time: 0.003, memory: 5812, loss_cls: 6.1113, loss: 6.1113, grad_norm: 5.8160 2020-10-24 18:08:57,615 - mmaction - INFO - Epoch [66][1260/1492] lr: 1.000e-03, eta: 15:48:56, time: 1.047, data_time: 0.005, memory: 5812, loss_cls: 5.9975, loss: 5.9975, grad_norm: 5.7421 2020-10-24 18:09:18,752 - mmaction - INFO - Epoch [66][1280/1492] lr: 1.000e-03, eta: 15:48:33, time: 1.052, data_time: 0.005, memory: 5812, loss_cls: 5.8885, loss: 5.8885, grad_norm: 5.7385 2020-10-24 18:09:40,069 - mmaction - INFO - Epoch [66][1300/1492] lr: 1.000e-03, eta: 15:48:10, time: 1.070, data_time: 0.009, memory: 5812, loss_cls: 6.0422, loss: 6.0422, grad_norm: 5.9806 2020-10-24 18:10:00,754 - mmaction - INFO - Epoch [66][1320/1492] lr: 1.000e-03, eta: 15:47:47, time: 1.034, data_time: 0.002, memory: 5812, loss_cls: 6.0944, loss: 6.0944, grad_norm: 5.9376 2020-10-24 18:10:21,905 - mmaction - INFO - Epoch [66][1340/1492] lr: 1.000e-03, eta: 15:47:24, time: 1.056, data_time: 0.002, memory: 5812, loss_cls: 5.9296, loss: 5.9296, grad_norm: 5.7515 2020-10-24 18:10:43,708 - mmaction - INFO - Epoch [66][1360/1492] lr: 1.000e-03, eta: 15:47:01, time: 1.091, data_time: 0.004, memory: 5812, loss_cls: 6.0086, loss: 6.0086, grad_norm: 5.8945 2020-10-24 18:11:04,337 - mmaction - INFO - Epoch [66][1380/1492] lr: 1.000e-03, eta: 15:46:38, time: 1.028, data_time: 0.003, memory: 5812, loss_cls: 5.9561, loss: 5.9561, grad_norm: 5.7053 2020-10-24 18:11:25,255 - mmaction - INFO - Epoch [66][1400/1492] lr: 1.000e-03, eta: 15:46:15, time: 1.042, data_time: 0.008, memory: 5812, loss_cls: 5.9515, loss: 5.9515, grad_norm: 5.8778 2020-10-24 18:11:45,942 - mmaction - INFO - Epoch [66][1420/1492] lr: 1.000e-03, eta: 15:45:52, time: 1.038, data_time: 0.012, memory: 5812, loss_cls: 5.9204, loss: 5.9204, grad_norm: 5.7469 2020-10-24 18:12:07,270 - mmaction - INFO - Epoch [66][1440/1492] lr: 1.000e-03, eta: 15:45:29, time: 1.066, data_time: 0.005, memory: 5812, loss_cls: 6.0002, loss: 6.0002, grad_norm: 5.7389 2020-10-24 18:12:28,274 - mmaction - INFO - Epoch [66][1460/1492] lr: 1.000e-03, eta: 15:45:06, time: 1.053, data_time: 0.010, memory: 5812, loss_cls: 6.1000, loss: 6.1000, grad_norm: 5.9340 2020-10-24 18:12:48,980 - mmaction - INFO - Epoch [66][1480/1492] lr: 1.000e-03, eta: 15:44:43, time: 1.031, data_time: 0.007, memory: 5812, loss_cls: 5.9886, loss: 5.9886, grad_norm: 5.7969 2020-10-24 18:14:04,451 - mmaction - INFO - Epoch [67][20/1492] lr: 1.000e-03, eta: 15:44:17, time: 2.801, data_time: 2.244, memory: 5812, loss_cls: 5.9654, loss: 5.9654, grad_norm: 5.7835 2020-10-24 18:14:27,189 - mmaction - INFO - Epoch [67][40/1492] lr: 1.000e-03, eta: 15:43:55, time: 1.146, data_time: 0.331, memory: 5812, loss_cls: 6.0910, loss: 6.0910, grad_norm: 5.8525 2020-10-24 18:14:48,924 - mmaction - INFO - Epoch [67][60/1492] lr: 1.000e-03, eta: 15:43:32, time: 1.086, data_time: 0.077, memory: 5812, loss_cls: 5.9591, loss: 5.9591, grad_norm: 5.7923 2020-10-24 18:15:10,028 - mmaction - INFO - Epoch [67][80/1492] lr: 1.000e-03, eta: 15:43:09, time: 1.050, data_time: 0.007, memory: 5812, loss_cls: 6.0874, loss: 6.0874, grad_norm: 5.9886 2020-10-24 18:15:31,083 - mmaction - INFO - Epoch [67][100/1492] lr: 1.000e-03, eta: 15:42:46, time: 1.054, data_time: 0.016, memory: 5812, loss_cls: 6.0348, loss: 6.0348, grad_norm: 5.8983 2020-10-24 18:15:52,267 - mmaction - INFO - Epoch [67][120/1492] lr: 1.000e-03, eta: 15:42:24, time: 1.061, data_time: 0.008, memory: 5812, loss_cls: 5.9525, loss: 5.9525, grad_norm: 5.7878 2020-10-24 18:16:13,824 - mmaction - INFO - Epoch [67][140/1492] lr: 1.000e-03, eta: 15:42:01, time: 1.076, data_time: 0.011, memory: 5812, loss_cls: 6.0052, loss: 6.0052, grad_norm: 5.8386 2020-10-24 18:16:34,837 - mmaction - INFO - Epoch [67][160/1492] lr: 1.000e-03, eta: 15:41:38, time: 1.056, data_time: 0.010, memory: 5812, loss_cls: 6.0981, loss: 6.0981, grad_norm: 5.9878 2020-10-24 18:16:56,191 - mmaction - INFO - Epoch [67][180/1492] lr: 1.000e-03, eta: 15:41:15, time: 1.068, data_time: 0.004, memory: 5812, loss_cls: 5.9813, loss: 5.9813, grad_norm: 5.9134 2020-10-24 18:17:17,071 - mmaction - INFO - Epoch [67][200/1492] lr: 1.000e-03, eta: 15:40:52, time: 1.042, data_time: 0.003, memory: 5812, loss_cls: 5.9538, loss: 5.9538, grad_norm: 5.7716 2020-10-24 18:17:38,371 - mmaction - INFO - Epoch [67][220/1492] lr: 1.000e-03, eta: 15:40:29, time: 1.068, data_time: 0.007, memory: 5812, loss_cls: 5.8909, loss: 5.8909, grad_norm: 5.8055 2020-10-24 18:17:59,386 - mmaction - INFO - Epoch [67][240/1492] lr: 1.000e-03, eta: 15:40:06, time: 1.048, data_time: 0.003, memory: 5812, loss_cls: 5.9693, loss: 5.9693, grad_norm: 5.8650 2020-10-24 18:18:20,541 - mmaction - INFO - Epoch [67][260/1492] lr: 1.000e-03, eta: 15:39:43, time: 1.058, data_time: 0.009, memory: 5812, loss_cls: 5.9896, loss: 5.9896, grad_norm: 5.7753 2020-10-24 18:18:42,284 - mmaction - INFO - Epoch [67][280/1492] lr: 1.000e-03, eta: 15:39:20, time: 1.080, data_time: 0.007, memory: 5812, loss_cls: 6.0794, loss: 6.0794, grad_norm: 5.8005 2020-10-24 18:19:03,683 - mmaction - INFO - Epoch [67][300/1492] lr: 1.000e-03, eta: 15:38:57, time: 1.077, data_time: 0.015, memory: 5812, loss_cls: 5.9730, loss: 5.9730, grad_norm: 5.8391 2020-10-24 18:19:25,395 - mmaction - INFO - Epoch [67][320/1492] lr: 1.000e-03, eta: 15:38:35, time: 1.087, data_time: 0.005, memory: 5812, loss_cls: 6.0282, loss: 6.0282, grad_norm: 5.7606 2020-10-24 18:19:46,448 - mmaction - INFO - Epoch [67][340/1492] lr: 1.000e-03, eta: 15:38:12, time: 1.045, data_time: 0.004, memory: 5812, loss_cls: 6.0640, loss: 6.0640, grad_norm: 5.9010 2020-10-24 18:20:07,725 - mmaction - INFO - Epoch [67][360/1492] lr: 1.000e-03, eta: 15:37:49, time: 1.069, data_time: 0.011, memory: 5812, loss_cls: 5.9947, loss: 5.9947, grad_norm: 5.9005 2020-10-24 18:20:28,341 - mmaction - INFO - Epoch [67][380/1492] lr: 1.000e-03, eta: 15:37:26, time: 1.030, data_time: 0.006, memory: 5812, loss_cls: 5.9999, loss: 5.9999, grad_norm: 5.8147 2020-10-24 18:20:49,373 - mmaction - INFO - Epoch [67][400/1492] lr: 1.000e-03, eta: 15:37:03, time: 1.042, data_time: 0.007, memory: 5812, loss_cls: 5.9539, loss: 5.9539, grad_norm: 5.7758 2020-10-24 18:21:09,921 - mmaction - INFO - Epoch [67][420/1492] lr: 1.000e-03, eta: 15:36:39, time: 1.037, data_time: 0.017, memory: 5812, loss_cls: 6.0691, loss: 6.0691, grad_norm: 5.8362 2020-10-24 18:21:30,810 - mmaction - INFO - Epoch [67][440/1492] lr: 1.000e-03, eta: 15:36:16, time: 1.048, data_time: 0.006, memory: 5812, loss_cls: 5.9672, loss: 5.9672, grad_norm: 5.8271 2020-10-24 18:21:51,068 - mmaction - INFO - Epoch [67][460/1492] lr: 1.000e-03, eta: 15:35:53, time: 1.013, data_time: 0.002, memory: 5812, loss_cls: 6.0653, loss: 6.0653, grad_norm: 5.8976 2020-10-24 18:22:11,852 - mmaction - INFO - Epoch [67][480/1492] lr: 1.000e-03, eta: 15:35:30, time: 1.039, data_time: 0.003, memory: 5812, loss_cls: 5.9981, loss: 5.9981, grad_norm: 5.9020 2020-10-24 18:22:32,447 - mmaction - INFO - Epoch [67][500/1492] lr: 1.000e-03, eta: 15:35:07, time: 1.025, data_time: 0.002, memory: 5812, loss_cls: 5.9000, loss: 5.9000, grad_norm: 5.8642 2020-10-24 18:22:53,561 - mmaction - INFO - Epoch [67][520/1492] lr: 1.000e-03, eta: 15:34:44, time: 1.059, data_time: 0.007, memory: 5812, loss_cls: 6.0332, loss: 6.0332, grad_norm: 5.9320 2020-10-24 18:23:14,677 - mmaction - INFO - Epoch [67][540/1492] lr: 1.000e-03, eta: 15:34:21, time: 1.056, data_time: 0.006, memory: 5812, loss_cls: 5.8798, loss: 5.8798, grad_norm: 5.7618 2020-10-24 18:23:35,321 - mmaction - INFO - Epoch [67][560/1492] lr: 1.000e-03, eta: 15:33:57, time: 1.031, data_time: 0.004, memory: 5812, loss_cls: 6.1455, loss: 6.1455, grad_norm: 6.0980 2020-10-24 18:23:56,291 - mmaction - INFO - Epoch [67][580/1492] lr: 1.000e-03, eta: 15:33:34, time: 1.050, data_time: 0.005, memory: 5812, loss_cls: 6.0046, loss: 6.0046, grad_norm: 5.8008 2020-10-24 18:24:17,209 - mmaction - INFO - Epoch [67][600/1492] lr: 1.000e-03, eta: 15:33:11, time: 1.041, data_time: 0.003, memory: 5812, loss_cls: 6.0227, loss: 6.0227, grad_norm: 5.8837 2020-10-24 18:24:38,028 - mmaction - INFO - Epoch [67][620/1492] lr: 1.000e-03, eta: 15:32:48, time: 1.034, data_time: 0.007, memory: 5812, loss_cls: 6.0222, loss: 6.0222, grad_norm: 5.8238 2020-10-24 18:24:58,108 - mmaction - INFO - Epoch [67][640/1492] lr: 1.000e-03, eta: 15:32:25, time: 1.014, data_time: 0.013, memory: 5812, loss_cls: 5.9044, loss: 5.9044, grad_norm: 5.7982 2020-10-24 18:25:18,326 - mmaction - INFO - Epoch [67][660/1492] lr: 1.000e-03, eta: 15:32:01, time: 1.011, data_time: 0.004, memory: 5812, loss_cls: 6.0114, loss: 6.0114, grad_norm: 5.8524 2020-10-24 18:25:39,501 - mmaction - INFO - Epoch [67][680/1492] lr: 1.000e-03, eta: 15:31:38, time: 1.056, data_time: 0.002, memory: 5812, loss_cls: 5.9344, loss: 5.9344, grad_norm: 5.8382 2020-10-24 18:25:59,751 - mmaction - INFO - Epoch [67][700/1492] lr: 1.000e-03, eta: 15:31:15, time: 1.014, data_time: 0.005, memory: 5812, loss_cls: 6.0913, loss: 6.0913, grad_norm: 5.8504 2020-10-24 18:26:20,870 - mmaction - INFO - Epoch [67][720/1492] lr: 1.000e-03, eta: 15:30:52, time: 1.055, data_time: 0.002, memory: 5812, loss_cls: 6.0619, loss: 6.0619, grad_norm: 5.8824 2020-10-24 18:26:42,304 - mmaction - INFO - Epoch [67][740/1492] lr: 1.000e-03, eta: 15:30:29, time: 1.071, data_time: 0.004, memory: 5812, loss_cls: 5.9728, loss: 5.9728, grad_norm: 5.9330 2020-10-24 18:27:03,771 - mmaction - INFO - Epoch [67][760/1492] lr: 1.000e-03, eta: 15:30:07, time: 1.077, data_time: 0.004, memory: 5812, loss_cls: 5.9050, loss: 5.9050, grad_norm: 5.9274 2020-10-24 18:27:25,446 - mmaction - INFO - Epoch [67][780/1492] lr: 1.000e-03, eta: 15:29:44, time: 1.082, data_time: 0.003, memory: 5812, loss_cls: 5.9674, loss: 5.9674, grad_norm: 5.9433 2020-10-24 18:27:46,618 - mmaction - INFO - Epoch [67][800/1492] lr: 1.000e-03, eta: 15:29:21, time: 1.053, data_time: 0.005, memory: 5812, loss_cls: 5.9451, loss: 5.9451, grad_norm: 5.8495 2020-10-24 18:28:07,611 - mmaction - INFO - Epoch [67][820/1492] lr: 1.000e-03, eta: 15:28:58, time: 1.056, data_time: 0.009, memory: 5812, loss_cls: 5.9787, loss: 5.9787, grad_norm: 5.9710 2020-10-24 18:28:28,852 - mmaction - INFO - Epoch [67][840/1492] lr: 1.000e-03, eta: 15:28:35, time: 1.063, data_time: 0.007, memory: 5812, loss_cls: 5.9532, loss: 5.9532, grad_norm: 5.7478 2020-10-24 18:28:50,042 - mmaction - INFO - Epoch [67][860/1492] lr: 1.000e-03, eta: 15:28:12, time: 1.058, data_time: 0.002, memory: 5812, loss_cls: 5.9369, loss: 5.9369, grad_norm: 5.7887 2020-10-24 18:29:10,798 - mmaction - INFO - Epoch [67][880/1492] lr: 1.000e-03, eta: 15:27:49, time: 1.037, data_time: 0.004, memory: 5812, loss_cls: 6.0416, loss: 6.0416, grad_norm: 5.9239 2020-10-24 18:29:31,596 - mmaction - INFO - Epoch [67][900/1492] lr: 1.000e-03, eta: 15:27:26, time: 1.033, data_time: 0.007, memory: 5812, loss_cls: 5.8471, loss: 5.8471, grad_norm: 5.6775 2020-10-24 18:29:51,995 - mmaction - INFO - Epoch [67][920/1492] lr: 1.000e-03, eta: 15:27:03, time: 1.028, data_time: 0.013, memory: 5812, loss_cls: 5.9302, loss: 5.9302, grad_norm: 5.8233 2020-10-24 18:30:12,802 - mmaction - INFO - Epoch [67][940/1492] lr: 1.000e-03, eta: 15:26:40, time: 1.043, data_time: 0.006, memory: 5812, loss_cls: 6.0308, loss: 6.0308, grad_norm: 5.8845 2020-10-24 18:30:33,693 - mmaction - INFO - Epoch [67][960/1492] lr: 1.000e-03, eta: 15:26:16, time: 1.041, data_time: 0.004, memory: 5812, loss_cls: 5.9444, loss: 5.9444, grad_norm: 5.8545 2020-10-24 18:30:54,668 - mmaction - INFO - Epoch [67][980/1492] lr: 1.000e-03, eta: 15:25:53, time: 1.043, data_time: 0.006, memory: 5812, loss_cls: 6.0609, loss: 6.0609, grad_norm: 5.9688 2020-10-24 18:31:15,828 - mmaction - INFO - Epoch [67][1000/1492] lr: 1.000e-03, eta: 15:25:30, time: 1.064, data_time: 0.012, memory: 5812, loss_cls: 5.9166, loss: 5.9166, grad_norm: 5.6886 2020-10-24 18:31:36,667 - mmaction - INFO - Epoch [67][1020/1492] lr: 1.000e-03, eta: 15:25:07, time: 1.036, data_time: 0.005, memory: 5812, loss_cls: 6.0389, loss: 6.0389, grad_norm: 5.8611 2020-10-24 18:31:57,581 - mmaction - INFO - Epoch [67][1040/1492] lr: 1.000e-03, eta: 15:24:44, time: 1.055, data_time: 0.014, memory: 5812, loss_cls: 5.9402, loss: 5.9402, grad_norm: 5.8034 2020-10-24 18:32:18,706 - mmaction - INFO - Epoch [67][1060/1492] lr: 1.000e-03, eta: 15:24:21, time: 1.056, data_time: 0.003, memory: 5812, loss_cls: 6.1319, loss: 6.1319, grad_norm: 5.9447 2020-10-24 18:32:39,539 - mmaction - INFO - Epoch [67][1080/1492] lr: 1.000e-03, eta: 15:23:58, time: 1.039, data_time: 0.002, memory: 5812, loss_cls: 5.9582, loss: 5.9582, grad_norm: 5.8202 2020-10-24 18:33:00,364 - mmaction - INFO - Epoch [67][1100/1492] lr: 1.000e-03, eta: 15:23:35, time: 1.041, data_time: 0.008, memory: 5812, loss_cls: 6.0434, loss: 6.0434, grad_norm: 5.8329 2020-10-24 18:33:20,896 - mmaction - INFO - Epoch [67][1120/1492] lr: 1.000e-03, eta: 15:23:12, time: 1.025, data_time: 0.009, memory: 5812, loss_cls: 5.9195, loss: 5.9195, grad_norm: 5.8240 2020-10-24 18:33:41,861 - mmaction - INFO - Epoch [67][1140/1492] lr: 1.000e-03, eta: 15:22:49, time: 1.049, data_time: 0.007, memory: 5812, loss_cls: 5.9179, loss: 5.9179, grad_norm: 5.8573 2020-10-24 18:34:02,567 - mmaction - INFO - Epoch [67][1160/1492] lr: 1.000e-03, eta: 15:22:26, time: 1.036, data_time: 0.007, memory: 5812, loss_cls: 6.0516, loss: 6.0516, grad_norm: 5.8966 2020-10-24 18:34:23,590 - mmaction - INFO - Epoch [67][1180/1492] lr: 1.000e-03, eta: 15:22:03, time: 1.049, data_time: 0.010, memory: 5812, loss_cls: 6.0357, loss: 6.0357, grad_norm: 5.8986 2020-10-24 18:34:44,625 - mmaction - INFO - Epoch [67][1200/1492] lr: 1.000e-03, eta: 15:21:40, time: 1.056, data_time: 0.009, memory: 5812, loss_cls: 6.0076, loss: 6.0076, grad_norm: 5.8509 2020-10-24 18:35:05,235 - mmaction - INFO - Epoch [67][1220/1492] lr: 1.000e-03, eta: 15:21:17, time: 1.027, data_time: 0.003, memory: 5812, loss_cls: 5.9835, loss: 5.9835, grad_norm: 5.9503 2020-10-24 18:35:25,853 - mmaction - INFO - Epoch [67][1240/1492] lr: 1.000e-03, eta: 15:20:54, time: 1.033, data_time: 0.012, memory: 5812, loss_cls: 5.9223, loss: 5.9223, grad_norm: 5.8262 2020-10-24 18:35:46,638 - mmaction - INFO - Epoch [67][1260/1492] lr: 1.000e-03, eta: 15:20:30, time: 1.038, data_time: 0.003, memory: 5812, loss_cls: 5.9949, loss: 5.9949, grad_norm: 5.9297 2020-10-24 18:36:07,646 - mmaction - INFO - Epoch [67][1280/1492] lr: 1.000e-03, eta: 15:20:07, time: 1.051, data_time: 0.007, memory: 5812, loss_cls: 6.0102, loss: 6.0102, grad_norm: 5.8220 2020-10-24 18:36:28,329 - mmaction - INFO - Epoch [67][1300/1492] lr: 1.000e-03, eta: 15:19:44, time: 1.035, data_time: 0.004, memory: 5812, loss_cls: 6.0425, loss: 6.0425, grad_norm: 5.9191 2020-10-24 18:36:49,631 - mmaction - INFO - Epoch [67][1320/1492] lr: 1.000e-03, eta: 15:19:21, time: 1.063, data_time: 0.005, memory: 5812, loss_cls: 6.0065, loss: 6.0065, grad_norm: 5.8043 2020-10-24 18:37:10,309 - mmaction - INFO - Epoch [67][1340/1492] lr: 1.000e-03, eta: 15:18:58, time: 1.027, data_time: 0.006, memory: 5812, loss_cls: 6.0424, loss: 6.0424, grad_norm: 5.9398 2020-10-24 18:37:30,978 - mmaction - INFO - Epoch [67][1360/1492] lr: 1.000e-03, eta: 15:18:35, time: 1.043, data_time: 0.014, memory: 5812, loss_cls: 5.9493, loss: 5.9493, grad_norm: 5.9411 2020-10-24 18:37:52,203 - mmaction - INFO - Epoch [67][1380/1492] lr: 1.000e-03, eta: 15:18:12, time: 1.060, data_time: 0.004, memory: 5812, loss_cls: 6.0708, loss: 6.0708, grad_norm: 5.8969 2020-10-24 18:38:13,146 - mmaction - INFO - Epoch [67][1400/1492] lr: 1.000e-03, eta: 15:17:49, time: 1.050, data_time: 0.005, memory: 5812, loss_cls: 5.8770, loss: 5.8770, grad_norm: 5.7856 2020-10-24 18:38:33,195 - mmaction - INFO - Epoch [67][1420/1492] lr: 1.000e-03, eta: 15:17:26, time: 1.000, data_time: 0.003, memory: 5812, loss_cls: 6.0375, loss: 6.0375, grad_norm: 5.9540 2020-10-24 18:38:54,637 - mmaction - INFO - Epoch [67][1440/1492] lr: 1.000e-03, eta: 15:17:03, time: 1.073, data_time: 0.005, memory: 5812, loss_cls: 5.9968, loss: 5.9968, grad_norm: 5.9185 2020-10-24 18:39:15,633 - mmaction - INFO - Epoch [67][1460/1492] lr: 1.000e-03, eta: 15:16:40, time: 1.052, data_time: 0.005, memory: 5812, loss_cls: 5.9730, loss: 5.9730, grad_norm: 5.7135 2020-10-24 18:39:36,525 - mmaction - INFO - Epoch [67][1480/1492] lr: 1.000e-03, eta: 15:16:17, time: 1.044, data_time: 0.004, memory: 5812, loss_cls: 6.0175, loss: 6.0175, grad_norm: 5.8831 2020-10-24 18:40:24,272 - mmaction - INFO - Epoch [68][20/1492] lr: 1.000e-03, eta: 15:15:41, time: 1.721, data_time: 0.974, memory: 5812, loss_cls: 5.9881, loss: 5.9881, grad_norm: 5.7628 2020-10-24 18:40:47,310 - mmaction - INFO - Epoch [68][40/1492] lr: 1.000e-03, eta: 15:15:19, time: 1.153, data_time: 0.240, memory: 5812, loss_cls: 5.9580, loss: 5.9580, grad_norm: 5.8102 2020-10-24 18:41:09,236 - mmaction - INFO - Epoch [68][60/1492] lr: 1.000e-03, eta: 15:14:56, time: 1.094, data_time: 0.317, memory: 5812, loss_cls: 6.0483, loss: 6.0483, grad_norm: 5.9299 2020-10-24 18:41:31,354 - mmaction - INFO - Epoch [68][80/1492] lr: 1.000e-03, eta: 15:14:34, time: 1.101, data_time: 0.226, memory: 5812, loss_cls: 5.9090, loss: 5.9090, grad_norm: 5.9074 2020-10-24 18:41:52,529 - mmaction - INFO - Epoch [68][100/1492] lr: 1.000e-03, eta: 15:14:11, time: 1.063, data_time: 0.057, memory: 5812, loss_cls: 6.0812, loss: 6.0812, grad_norm: 6.0218 2020-10-24 18:42:13,560 - mmaction - INFO - Epoch [68][120/1492] lr: 1.000e-03, eta: 15:13:48, time: 1.049, data_time: 0.006, memory: 5812, loss_cls: 5.9135, loss: 5.9135, grad_norm: 5.8526 2020-10-24 18:42:34,533 - mmaction - INFO - Epoch [68][140/1492] lr: 1.000e-03, eta: 15:13:25, time: 1.048, data_time: 0.009, memory: 5812, loss_cls: 5.8549, loss: 5.8549, grad_norm: 5.7082 2020-10-24 18:42:55,830 - mmaction - INFO - Epoch [68][160/1492] lr: 1.000e-03, eta: 15:13:02, time: 1.066, data_time: 0.008, memory: 5812, loss_cls: 5.9496, loss: 5.9496, grad_norm: 5.8416 2020-10-24 18:43:16,498 - mmaction - INFO - Epoch [68][180/1492] lr: 1.000e-03, eta: 15:12:39, time: 1.037, data_time: 0.006, memory: 5812, loss_cls: 5.9472, loss: 5.9472, grad_norm: 5.9449 2020-10-24 18:43:36,677 - mmaction - INFO - Epoch [68][200/1492] lr: 1.000e-03, eta: 15:12:16, time: 1.001, data_time: 0.007, memory: 5812, loss_cls: 6.0980, loss: 6.0980, grad_norm: 5.9661 2020-10-24 18:43:57,563 - mmaction - INFO - Epoch [68][220/1492] lr: 1.000e-03, eta: 15:11:53, time: 1.046, data_time: 0.010, memory: 5812, loss_cls: 6.0973, loss: 6.0973, grad_norm: 5.8945 2020-10-24 18:44:18,217 - mmaction - INFO - Epoch [68][240/1492] lr: 1.000e-03, eta: 15:11:29, time: 1.038, data_time: 0.008, memory: 5812, loss_cls: 5.9900, loss: 5.9900, grad_norm: 5.8410 2020-10-24 18:44:39,669 - mmaction - INFO - Epoch [68][260/1492] lr: 1.000e-03, eta: 15:11:07, time: 1.063, data_time: 0.004, memory: 5812, loss_cls: 6.0055, loss: 6.0055, grad_norm: 5.8312 2020-10-24 18:45:00,053 - mmaction - INFO - Epoch [68][280/1492] lr: 1.000e-03, eta: 15:10:43, time: 1.027, data_time: 0.014, memory: 5812, loss_cls: 6.0135, loss: 6.0135, grad_norm: 5.9294 2020-10-24 18:45:20,467 - mmaction - INFO - Epoch [68][300/1492] lr: 1.000e-03, eta: 15:10:20, time: 1.021, data_time: 0.004, memory: 5812, loss_cls: 6.0639, loss: 6.0639, grad_norm: 5.8907 2020-10-24 18:45:41,588 - mmaction - INFO - Epoch [68][320/1492] lr: 1.000e-03, eta: 15:09:57, time: 1.057, data_time: 0.005, memory: 5812, loss_cls: 6.0146, loss: 6.0146, grad_norm: 5.8517 2020-10-24 18:46:02,567 - mmaction - INFO - Epoch [68][340/1492] lr: 1.000e-03, eta: 15:09:34, time: 1.043, data_time: 0.002, memory: 5812, loss_cls: 5.9669, loss: 5.9669, grad_norm: 5.9097 2020-10-24 18:46:23,426 - mmaction - INFO - Epoch [68][360/1492] lr: 1.000e-03, eta: 15:09:11, time: 1.050, data_time: 0.008, memory: 5812, loss_cls: 5.8675, loss: 5.8675, grad_norm: 5.8146 2020-10-24 18:46:43,806 - mmaction - INFO - Epoch [68][380/1492] lr: 1.000e-03, eta: 15:08:48, time: 1.016, data_time: 0.015, memory: 5812, loss_cls: 6.0145, loss: 6.0145, grad_norm: 5.9680 2020-10-24 18:47:04,879 - mmaction - INFO - Epoch [68][400/1492] lr: 1.000e-03, eta: 15:08:25, time: 1.055, data_time: 0.008, memory: 5812, loss_cls: 5.9404, loss: 5.9404, grad_norm: 5.8120 2020-10-24 18:47:26,530 - mmaction - INFO - Epoch [68][420/1492] lr: 1.000e-03, eta: 15:08:02, time: 1.079, data_time: 0.073, memory: 5812, loss_cls: 6.0137, loss: 6.0137, grad_norm: 5.9265 2020-10-24 18:47:47,198 - mmaction - INFO - Epoch [68][440/1492] lr: 1.000e-03, eta: 15:07:39, time: 1.035, data_time: 0.098, memory: 5812, loss_cls: 5.9413, loss: 5.9413, grad_norm: 5.9696 2020-10-24 18:48:09,085 - mmaction - INFO - Epoch [68][460/1492] lr: 1.000e-03, eta: 15:07:17, time: 1.092, data_time: 0.183, memory: 5812, loss_cls: 5.9712, loss: 5.9712, grad_norm: 5.9703 2020-10-24 18:48:30,225 - mmaction - INFO - Epoch [68][480/1492] lr: 1.000e-03, eta: 15:06:54, time: 1.054, data_time: 0.147, memory: 5812, loss_cls: 5.9738, loss: 5.9738, grad_norm: 5.8470 2020-10-24 18:48:51,505 - mmaction - INFO - Epoch [68][500/1492] lr: 1.000e-03, eta: 15:06:31, time: 1.069, data_time: 0.376, memory: 5812, loss_cls: 5.8844, loss: 5.8844, grad_norm: 5.8498 2020-10-24 18:49:12,820 - mmaction - INFO - Epoch [68][520/1492] lr: 1.000e-03, eta: 15:06:08, time: 1.068, data_time: 0.472, memory: 5812, loss_cls: 5.9994, loss: 5.9994, grad_norm: 5.8795 2020-10-24 18:49:33,996 - mmaction - INFO - Epoch [68][540/1492] lr: 1.000e-03, eta: 15:05:45, time: 1.056, data_time: 0.470, memory: 5812, loss_cls: 5.9258, loss: 5.9258, grad_norm: 5.9677 2020-10-24 18:49:55,121 - mmaction - INFO - Epoch [68][560/1492] lr: 1.000e-03, eta: 15:05:22, time: 1.054, data_time: 0.434, memory: 5812, loss_cls: 5.9791, loss: 5.9791, grad_norm: 5.7915 2020-10-24 18:50:16,245 - mmaction - INFO - Epoch [68][580/1492] lr: 1.000e-03, eta: 15:05:00, time: 1.060, data_time: 0.457, memory: 5812, loss_cls: 5.8734, loss: 5.8734, grad_norm: 5.7735 2020-10-24 18:50:37,121 - mmaction - INFO - Epoch [68][600/1492] lr: 1.000e-03, eta: 15:04:36, time: 1.038, data_time: 0.453, memory: 5812, loss_cls: 6.0252, loss: 6.0252, grad_norm: 5.8785 2020-10-24 18:50:58,139 - mmaction - INFO - Epoch [68][620/1492] lr: 1.000e-03, eta: 15:04:13, time: 1.050, data_time: 0.437, memory: 5812, loss_cls: 6.0458, loss: 6.0458, grad_norm: 5.9699 2020-10-24 18:51:18,905 - mmaction - INFO - Epoch [68][640/1492] lr: 1.000e-03, eta: 15:03:50, time: 1.044, data_time: 0.461, memory: 5812, loss_cls: 5.9388, loss: 5.9388, grad_norm: 5.8104 2020-10-24 18:51:39,373 - mmaction - INFO - Epoch [68][660/1492] lr: 1.000e-03, eta: 15:03:27, time: 1.014, data_time: 0.463, memory: 5812, loss_cls: 6.0417, loss: 6.0417, grad_norm: 5.8479 2020-10-24 18:52:00,840 - mmaction - INFO - Epoch [68][680/1492] lr: 1.000e-03, eta: 15:03:05, time: 1.085, data_time: 0.497, memory: 5812, loss_cls: 6.0385, loss: 6.0385, grad_norm: 5.9543 2020-10-24 18:52:21,718 - mmaction - INFO - Epoch [68][700/1492] lr: 1.000e-03, eta: 15:02:41, time: 1.031, data_time: 0.425, memory: 5812, loss_cls: 5.9741, loss: 5.9741, grad_norm: 5.8524 2020-10-24 18:52:42,317 - mmaction - INFO - Epoch [68][720/1492] lr: 1.000e-03, eta: 15:02:18, time: 1.040, data_time: 0.459, memory: 5812, loss_cls: 5.8899, loss: 5.8899, grad_norm: 5.8107 2020-10-24 18:53:02,769 - mmaction - INFO - Epoch [68][740/1492] lr: 1.000e-03, eta: 15:01:55, time: 1.018, data_time: 0.429, memory: 5812, loss_cls: 5.9856, loss: 5.9856, grad_norm: 5.8988 2020-10-24 18:53:23,911 - mmaction - INFO - Epoch [68][760/1492] lr: 1.000e-03, eta: 15:01:32, time: 1.064, data_time: 0.480, memory: 5812, loss_cls: 5.9783, loss: 5.9783, grad_norm: 5.7939 2020-10-24 18:53:44,682 - mmaction - INFO - Epoch [68][780/1492] lr: 1.000e-03, eta: 15:01:09, time: 1.021, data_time: 0.462, memory: 5812, loss_cls: 5.9756, loss: 5.9756, grad_norm: 5.8765 2020-10-24 18:54:05,557 - mmaction - INFO - Epoch [68][800/1492] lr: 1.000e-03, eta: 15:00:46, time: 1.060, data_time: 0.451, memory: 5812, loss_cls: 6.0467, loss: 6.0467, grad_norm: 5.9798 2020-10-24 18:54:25,872 - mmaction - INFO - Epoch [68][820/1492] lr: 1.000e-03, eta: 15:00:23, time: 1.013, data_time: 0.432, memory: 5812, loss_cls: 6.1011, loss: 6.1011, grad_norm: 5.7935 2020-10-24 18:54:46,895 - mmaction - INFO - Epoch [68][840/1492] lr: 1.000e-03, eta: 15:00:00, time: 1.055, data_time: 0.452, memory: 5812, loss_cls: 6.0108, loss: 6.0108, grad_norm: 5.8638 2020-10-24 18:55:07,543 - mmaction - INFO - Epoch [68][860/1492] lr: 1.000e-03, eta: 14:59:37, time: 1.031, data_time: 0.431, memory: 5812, loss_cls: 6.0226, loss: 6.0226, grad_norm: 5.9485 2020-10-24 18:55:28,309 - mmaction - INFO - Epoch [68][880/1492] lr: 1.000e-03, eta: 14:59:14, time: 1.035, data_time: 0.431, memory: 5812, loss_cls: 6.0275, loss: 6.0275, grad_norm: 5.9782 2020-10-24 18:55:48,484 - mmaction - INFO - Epoch [68][900/1492] lr: 1.000e-03, eta: 14:58:50, time: 1.013, data_time: 0.444, memory: 5812, loss_cls: 6.0228, loss: 6.0228, grad_norm: 5.8275 2020-10-24 18:56:08,760 - mmaction - INFO - Epoch [68][920/1492] lr: 1.000e-03, eta: 14:58:27, time: 1.013, data_time: 0.409, memory: 5812, loss_cls: 5.9127, loss: 5.9127, grad_norm: 5.8902 2020-10-24 18:56:28,585 - mmaction - INFO - Epoch [68][940/1492] lr: 1.000e-03, eta: 14:58:04, time: 0.992, data_time: 0.418, memory: 5812, loss_cls: 5.9124, loss: 5.9124, grad_norm: 5.8439 2020-10-24 18:56:49,495 - mmaction - INFO - Epoch [68][960/1492] lr: 1.000e-03, eta: 14:57:41, time: 1.046, data_time: 0.446, memory: 5812, loss_cls: 6.0440, loss: 6.0440, grad_norm: 5.8843 2020-10-24 18:57:10,228 - mmaction - INFO - Epoch [68][980/1492] lr: 1.000e-03, eta: 14:57:18, time: 1.026, data_time: 0.430, memory: 5812, loss_cls: 5.9999, loss: 5.9999, grad_norm: 5.9620 2020-10-24 18:57:29,403 - mmaction - INFO - Epoch [68][1000/1492] lr: 1.000e-03, eta: 14:56:54, time: 0.968, data_time: 0.377, memory: 5812, loss_cls: 5.8442, loss: 5.8442, grad_norm: 5.7620 2020-10-24 18:57:50,744 - mmaction - INFO - Epoch [68][1020/1492] lr: 1.000e-03, eta: 14:56:31, time: 1.067, data_time: 0.131, memory: 5812, loss_cls: 5.8644, loss: 5.8644, grad_norm: 5.7235 2020-10-24 18:58:11,511 - mmaction - INFO - Epoch [68][1040/1492] lr: 1.000e-03, eta: 14:56:08, time: 1.034, data_time: 0.003, memory: 5812, loss_cls: 5.9670, loss: 5.9670, grad_norm: 5.8822 2020-10-24 18:58:32,549 - mmaction - INFO - Epoch [68][1060/1492] lr: 1.000e-03, eta: 14:55:45, time: 1.043, data_time: 0.008, memory: 5812, loss_cls: 6.0813, loss: 6.0813, grad_norm: 5.9253 2020-10-24 18:58:53,177 - mmaction - INFO - Epoch [68][1080/1492] lr: 1.000e-03, eta: 14:55:22, time: 1.041, data_time: 0.017, memory: 5812, loss_cls: 6.0834, loss: 6.0834, grad_norm: 5.8583 2020-10-24 18:59:14,411 - mmaction - INFO - Epoch [68][1100/1492] lr: 1.000e-03, eta: 14:54:59, time: 1.064, data_time: 0.009, memory: 5812, loss_cls: 5.9518, loss: 5.9518, grad_norm: 5.8525 2020-10-24 18:59:35,355 - mmaction - INFO - Epoch [68][1120/1492] lr: 1.000e-03, eta: 14:54:36, time: 1.051, data_time: 0.004, memory: 5812, loss_cls: 6.0548, loss: 6.0548, grad_norm: 5.9510 2020-10-24 18:59:56,085 - mmaction - INFO - Epoch [68][1140/1492] lr: 1.000e-03, eta: 14:54:13, time: 1.034, data_time: 0.004, memory: 5812, loss_cls: 6.0589, loss: 6.0589, grad_norm: 5.9315 2020-10-24 19:00:17,069 - mmaction - INFO - Epoch [68][1160/1492] lr: 1.000e-03, eta: 14:53:50, time: 1.051, data_time: 0.004, memory: 5812, loss_cls: 5.9905, loss: 5.9905, grad_norm: 5.9090 2020-10-24 19:00:37,673 - mmaction - INFO - Epoch [68][1180/1492] lr: 1.000e-03, eta: 14:53:27, time: 1.030, data_time: 0.002, memory: 5812, loss_cls: 6.0387, loss: 6.0387, grad_norm: 6.0013 2020-10-24 19:00:57,916 - mmaction - INFO - Epoch [68][1200/1492] lr: 1.000e-03, eta: 14:53:04, time: 1.009, data_time: 0.007, memory: 5812, loss_cls: 5.9648, loss: 5.9648, grad_norm: 5.9812 2020-10-24 19:01:19,329 - mmaction - INFO - Epoch [68][1220/1492] lr: 1.000e-03, eta: 14:52:41, time: 1.064, data_time: 0.115, memory: 5812, loss_cls: 5.9662, loss: 5.9662, grad_norm: 5.9837 2020-10-24 19:01:40,471 - mmaction - INFO - Epoch [68][1240/1492] lr: 1.000e-03, eta: 14:52:18, time: 1.067, data_time: 0.243, memory: 5812, loss_cls: 5.9908, loss: 5.9908, grad_norm: 5.9265 2020-10-24 19:02:01,762 - mmaction - INFO - Epoch [68][1260/1492] lr: 1.000e-03, eta: 14:51:55, time: 1.064, data_time: 0.276, memory: 5812, loss_cls: 5.9140, loss: 5.9140, grad_norm: 5.7803 2020-10-24 19:02:23,364 - mmaction - INFO - Epoch [68][1280/1492] lr: 1.000e-03, eta: 14:51:33, time: 1.071, data_time: 0.456, memory: 5812, loss_cls: 5.8680, loss: 5.8680, grad_norm: 5.8805 2020-10-24 19:02:44,466 - mmaction - INFO - Epoch [68][1300/1492] lr: 1.000e-03, eta: 14:51:10, time: 1.054, data_time: 0.476, memory: 5812, loss_cls: 5.8910, loss: 5.8910, grad_norm: 5.9645 2020-10-24 19:03:06,207 - mmaction - INFO - Epoch [68][1320/1492] lr: 1.000e-03, eta: 14:50:47, time: 1.090, data_time: 0.502, memory: 5812, loss_cls: 5.9763, loss: 5.9763, grad_norm: 5.9599 2020-10-24 19:03:27,697 - mmaction - INFO - Epoch [68][1340/1492] lr: 1.000e-03, eta: 14:50:25, time: 1.080, data_time: 0.486, memory: 5812, loss_cls: 5.8973, loss: 5.8973, grad_norm: 5.9175 2020-10-24 19:03:48,216 - mmaction - INFO - Epoch [68][1360/1492] lr: 1.000e-03, eta: 14:50:01, time: 1.024, data_time: 0.442, memory: 5812, loss_cls: 5.9465, loss: 5.9465, grad_norm: 5.9466 2020-10-24 19:04:08,942 - mmaction - INFO - Epoch [68][1380/1492] lr: 1.000e-03, eta: 14:49:38, time: 1.039, data_time: 0.435, memory: 5812, loss_cls: 5.9863, loss: 5.9863, grad_norm: 5.8742 2020-10-24 19:04:30,132 - mmaction - INFO - Epoch [68][1400/1492] lr: 1.000e-03, eta: 14:49:15, time: 1.057, data_time: 0.442, memory: 5812, loss_cls: 5.9499, loss: 5.9499, grad_norm: 5.8021 2020-10-24 19:04:50,853 - mmaction - INFO - Epoch [68][1420/1492] lr: 1.000e-03, eta: 14:48:52, time: 1.038, data_time: 0.451, memory: 5812, loss_cls: 6.0644, loss: 6.0644, grad_norm: 5.9080 2020-10-24 19:05:11,690 - mmaction - INFO - Epoch [68][1440/1492] lr: 1.000e-03, eta: 14:48:29, time: 1.031, data_time: 0.439, memory: 5812, loss_cls: 6.0112, loss: 6.0112, grad_norm: 6.0703 2020-10-24 19:05:32,267 - mmaction - INFO - Epoch [68][1460/1492] lr: 1.000e-03, eta: 14:48:06, time: 1.040, data_time: 0.459, memory: 5812, loss_cls: 6.0208, loss: 6.0208, grad_norm: 5.9075 2020-10-24 19:05:53,602 - mmaction - INFO - Epoch [68][1480/1492] lr: 1.000e-03, eta: 14:47:44, time: 1.062, data_time: 0.468, memory: 5812, loss_cls: 5.9526, loss: 5.9526, grad_norm: 5.9267 2020-10-24 19:06:42,043 - mmaction - INFO - Epoch [69][20/1492] lr: 1.000e-03, eta: 14:47:08, time: 1.813, data_time: 1.009, memory: 5812, loss_cls: 6.0126, loss: 6.0126, grad_norm: 5.7947 2020-10-24 19:07:05,421 - mmaction - INFO - Epoch [69][40/1492] lr: 1.000e-03, eta: 14:46:46, time: 1.177, data_time: 0.177, memory: 5812, loss_cls: 6.0508, loss: 6.0508, grad_norm: 5.8942 2020-10-24 19:07:27,051 - mmaction - INFO - Epoch [69][60/1492] lr: 1.000e-03, eta: 14:46:24, time: 1.084, data_time: 0.004, memory: 5812, loss_cls: 5.9152, loss: 5.9152, grad_norm: 5.9761 2020-10-24 19:07:47,334 - mmaction - INFO - Epoch [69][80/1492] lr: 1.000e-03, eta: 14:46:00, time: 1.011, data_time: 0.001, memory: 5812, loss_cls: 5.9262, loss: 5.9262, grad_norm: 5.9273 2020-10-24 19:08:08,846 - mmaction - INFO - Epoch [69][100/1492] lr: 1.000e-03, eta: 14:45:38, time: 1.074, data_time: 0.004, memory: 5812, loss_cls: 6.0264, loss: 6.0264, grad_norm: 5.9071 2020-10-24 19:08:30,256 - mmaction - INFO - Epoch [69][120/1492] lr: 1.000e-03, eta: 14:45:15, time: 1.075, data_time: 0.007, memory: 5812, loss_cls: 5.9843, loss: 5.9843, grad_norm: 5.9026 2020-10-24 19:08:51,829 - mmaction - INFO - Epoch [69][140/1492] lr: 1.000e-03, eta: 14:44:52, time: 1.076, data_time: 0.002, memory: 5812, loss_cls: 5.9544, loss: 5.9544, grad_norm: 5.9848 2020-10-24 19:09:13,037 - mmaction - INFO - Epoch [69][160/1492] lr: 1.000e-03, eta: 14:44:30, time: 1.060, data_time: 0.004, memory: 5812, loss_cls: 5.9517, loss: 5.9517, grad_norm: 5.8698 2020-10-24 19:09:33,828 - mmaction - INFO - Epoch [69][180/1492] lr: 1.000e-03, eta: 14:44:07, time: 1.041, data_time: 0.006, memory: 5812, loss_cls: 5.9218, loss: 5.9218, grad_norm: 5.8381 2020-10-24 19:09:56,104 - mmaction - INFO - Epoch [69][200/1492] lr: 1.000e-03, eta: 14:43:44, time: 1.114, data_time: 0.004, memory: 5812, loss_cls: 6.0360, loss: 6.0360, grad_norm: 5.9524 2020-10-24 19:10:17,652 - mmaction - INFO - Epoch [69][220/1492] lr: 1.000e-03, eta: 14:43:22, time: 1.073, data_time: 0.004, memory: 5812, loss_cls: 5.8491, loss: 5.8491, grad_norm: 5.7866 2020-10-24 19:10:39,286 - mmaction - INFO - Epoch [69][240/1492] lr: 1.000e-03, eta: 14:42:59, time: 1.082, data_time: 0.006, memory: 5812, loss_cls: 6.0436, loss: 6.0436, grad_norm: 5.9188 2020-10-24 19:11:00,774 - mmaction - INFO - Epoch [69][260/1492] lr: 1.000e-03, eta: 14:42:36, time: 1.074, data_time: 0.008, memory: 5812, loss_cls: 6.0362, loss: 6.0362, grad_norm: 5.9674 2020-10-24 19:11:22,038 - mmaction - INFO - Epoch [69][280/1492] lr: 1.000e-03, eta: 14:42:14, time: 1.066, data_time: 0.010, memory: 5812, loss_cls: 6.0013, loss: 6.0013, grad_norm: 5.8658 2020-10-24 19:11:42,837 - mmaction - INFO - Epoch [69][300/1492] lr: 1.000e-03, eta: 14:41:51, time: 1.042, data_time: 0.003, memory: 5812, loss_cls: 6.0175, loss: 6.0175, grad_norm: 5.9285 2020-10-24 19:12:03,294 - mmaction - INFO - Epoch [69][320/1492] lr: 1.000e-03, eta: 14:41:27, time: 1.021, data_time: 0.002, memory: 5812, loss_cls: 5.9926, loss: 5.9926, grad_norm: 5.8895 2020-10-24 19:12:24,165 - mmaction - INFO - Epoch [69][340/1492] lr: 1.000e-03, eta: 14:41:04, time: 1.039, data_time: 0.003, memory: 5812, loss_cls: 6.0373, loss: 6.0373, grad_norm: 5.9234 2020-10-24 19:12:45,852 - mmaction - INFO - Epoch [69][360/1492] lr: 1.000e-03, eta: 14:40:42, time: 1.090, data_time: 0.008, memory: 5812, loss_cls: 5.9914, loss: 5.9914, grad_norm: 5.8498 2020-10-24 19:13:07,342 - mmaction - INFO - Epoch [69][380/1492] lr: 1.000e-03, eta: 14:40:19, time: 1.074, data_time: 0.002, memory: 5812, loss_cls: 5.9922, loss: 5.9922, grad_norm: 5.9275 2020-10-24 19:13:29,488 - mmaction - INFO - Epoch [69][400/1492] lr: 1.000e-03, eta: 14:39:57, time: 1.106, data_time: 0.003, memory: 5812, loss_cls: 6.0028, loss: 6.0028, grad_norm: 5.9036 2020-10-24 19:13:50,049 - mmaction - INFO - Epoch [69][420/1492] lr: 1.000e-03, eta: 14:39:34, time: 1.030, data_time: 0.005, memory: 5812, loss_cls: 6.0059, loss: 6.0059, grad_norm: 5.9680 2020-10-24 19:14:11,409 - mmaction - INFO - Epoch [69][440/1492] lr: 1.000e-03, eta: 14:39:11, time: 1.068, data_time: 0.001, memory: 5812, loss_cls: 6.0412, loss: 6.0412, grad_norm: 5.9256 2020-10-24 19:14:31,936 - mmaction - INFO - Epoch [69][460/1492] lr: 1.000e-03, eta: 14:38:48, time: 1.026, data_time: 0.001, memory: 5812, loss_cls: 5.9594, loss: 5.9594, grad_norm: 5.9271 2020-10-24 19:14:52,544 - mmaction - INFO - Epoch [69][480/1492] lr: 1.000e-03, eta: 14:38:25, time: 1.025, data_time: 0.003, memory: 5812, loss_cls: 6.0209, loss: 6.0209, grad_norm: 5.9562 2020-10-24 19:15:13,462 - mmaction - INFO - Epoch [69][500/1492] lr: 1.000e-03, eta: 14:38:02, time: 1.050, data_time: 0.006, memory: 5812, loss_cls: 5.8292, loss: 5.8292, grad_norm: 5.7520 2020-10-24 19:15:34,219 - mmaction - INFO - Epoch [69][520/1492] lr: 1.000e-03, eta: 14:37:39, time: 1.036, data_time: 0.003, memory: 5812, loss_cls: 6.0238, loss: 6.0238, grad_norm: 6.0487 2020-10-24 19:15:55,422 - mmaction - INFO - Epoch [69][540/1492] lr: 1.000e-03, eta: 14:37:16, time: 1.061, data_time: 0.004, memory: 5812, loss_cls: 6.0210, loss: 6.0210, grad_norm: 5.9195 2020-10-24 19:16:15,507 - mmaction - INFO - Epoch [69][560/1492] lr: 1.000e-03, eta: 14:36:52, time: 0.996, data_time: 0.007, memory: 5812, loss_cls: 5.9609, loss: 5.9609, grad_norm: 5.8795 2020-10-24 19:16:35,573 - mmaction - INFO - Epoch [69][580/1492] lr: 1.000e-03, eta: 14:36:29, time: 1.006, data_time: 0.012, memory: 5812, loss_cls: 6.0450, loss: 6.0450, grad_norm: 5.9491 2020-10-24 19:16:56,382 - mmaction - INFO - Epoch [69][600/1492] lr: 1.000e-03, eta: 14:36:06, time: 1.045, data_time: 0.010, memory: 5812, loss_cls: 5.9016, loss: 5.9016, grad_norm: 5.8687 2020-10-24 19:17:17,271 - mmaction - INFO - Epoch [69][620/1492] lr: 1.000e-03, eta: 14:35:43, time: 1.043, data_time: 0.006, memory: 5812, loss_cls: 5.9112, loss: 5.9112, grad_norm: 5.9079 2020-10-24 19:17:38,532 - mmaction - INFO - Epoch [69][640/1492] lr: 1.000e-03, eta: 14:35:21, time: 1.066, data_time: 0.005, memory: 5812, loss_cls: 5.9832, loss: 5.9832, grad_norm: 5.9298 2020-10-24 19:17:58,879 - mmaction - INFO - Epoch [69][660/1492] lr: 1.000e-03, eta: 14:34:57, time: 1.008, data_time: 0.002, memory: 5812, loss_cls: 5.9795, loss: 5.9795, grad_norm: 5.8775 2020-10-24 19:18:20,590 - mmaction - INFO - Epoch [69][680/1492] lr: 1.000e-03, eta: 14:34:35, time: 1.089, data_time: 0.011, memory: 5812, loss_cls: 5.8834, loss: 5.8834, grad_norm: 5.9177 2020-10-24 19:18:41,334 - mmaction - INFO - Epoch [69][700/1492] lr: 1.000e-03, eta: 14:34:12, time: 1.043, data_time: 0.009, memory: 5812, loss_cls: 6.0925, loss: 6.0925, grad_norm: 5.9251 2020-10-24 19:19:02,636 - mmaction - INFO - Epoch [69][720/1492] lr: 1.000e-03, eta: 14:33:49, time: 1.064, data_time: 0.002, memory: 5812, loss_cls: 5.9502, loss: 5.9502, grad_norm: 5.9007 2020-10-24 19:19:23,935 - mmaction - INFO - Epoch [69][740/1492] lr: 1.000e-03, eta: 14:33:26, time: 1.066, data_time: 0.006, memory: 5812, loss_cls: 5.9312, loss: 5.9312, grad_norm: 5.8570 2020-10-24 19:19:44,298 - mmaction - INFO - Epoch [69][760/1492] lr: 1.000e-03, eta: 14:33:03, time: 1.016, data_time: 0.004, memory: 5812, loss_cls: 6.0268, loss: 6.0268, grad_norm: 6.0418 2020-10-24 19:20:05,192 - mmaction - INFO - Epoch [69][780/1492] lr: 1.000e-03, eta: 14:32:40, time: 1.049, data_time: 0.016, memory: 5812, loss_cls: 5.8766, loss: 5.8766, grad_norm: 5.9666 2020-10-24 19:20:25,867 - mmaction - INFO - Epoch [69][800/1492] lr: 1.000e-03, eta: 14:32:17, time: 1.034, data_time: 0.001, memory: 5812, loss_cls: 6.0073, loss: 6.0073, grad_norm: 5.9384 2020-10-24 19:20:46,159 - mmaction - INFO - Epoch [69][820/1492] lr: 1.000e-03, eta: 14:31:54, time: 1.013, data_time: 0.001, memory: 5812, loss_cls: 5.9365, loss: 5.9365, grad_norm: 5.7400 2020-10-24 19:21:07,401 - mmaction - INFO - Epoch [69][840/1492] lr: 1.000e-03, eta: 14:31:31, time: 1.056, data_time: 0.007, memory: 5812, loss_cls: 6.1010, loss: 6.1010, grad_norm: 6.1925 2020-10-24 19:21:28,215 - mmaction - INFO - Epoch [69][860/1492] lr: 1.000e-03, eta: 14:31:08, time: 1.049, data_time: 0.010, memory: 5812, loss_cls: 5.9665, loss: 5.9665, grad_norm: 5.9072 2020-10-24 19:21:49,300 - mmaction - INFO - Epoch [69][880/1492] lr: 1.000e-03, eta: 14:30:45, time: 1.050, data_time: 0.004, memory: 5812, loss_cls: 6.0263, loss: 6.0263, grad_norm: 5.9330 2020-10-24 19:22:10,705 - mmaction - INFO - Epoch [69][900/1492] lr: 1.000e-03, eta: 14:30:22, time: 1.073, data_time: 0.015, memory: 5812, loss_cls: 5.9745, loss: 5.9745, grad_norm: 5.9874 2020-10-24 19:22:31,040 - mmaction - INFO - Epoch [69][920/1492] lr: 1.000e-03, eta: 14:29:59, time: 1.014, data_time: 0.003, memory: 5812, loss_cls: 6.0190, loss: 6.0190, grad_norm: 5.9870 2020-10-24 19:22:52,026 - mmaction - INFO - Epoch [69][940/1492] lr: 1.000e-03, eta: 14:29:36, time: 1.051, data_time: 0.005, memory: 5812, loss_cls: 6.0228, loss: 6.0228, grad_norm: 5.9364 2020-10-24 19:23:12,888 - mmaction - INFO - Epoch [69][960/1492] lr: 1.000e-03, eta: 14:29:13, time: 1.045, data_time: 0.004, memory: 5812, loss_cls: 6.0463, loss: 6.0463, grad_norm: 5.9399 2020-10-24 19:23:33,869 - mmaction - INFO - Epoch [69][980/1492] lr: 1.000e-03, eta: 14:28:50, time: 1.038, data_time: 0.005, memory: 5812, loss_cls: 6.0228, loss: 6.0228, grad_norm: 5.9519 2020-10-24 19:23:54,344 - mmaction - INFO - Epoch [69][1000/1492] lr: 1.000e-03, eta: 14:28:27, time: 1.033, data_time: 0.012, memory: 5812, loss_cls: 5.9319, loss: 5.9319, grad_norm: 5.9108 2020-10-24 19:24:15,053 - mmaction - INFO - Epoch [69][1020/1492] lr: 1.000e-03, eta: 14:28:04, time: 1.033, data_time: 0.004, memory: 5812, loss_cls: 5.9818, loss: 5.9818, grad_norm: 5.9597 2020-10-24 19:24:35,938 - mmaction - INFO - Epoch [69][1040/1492] lr: 1.000e-03, eta: 14:27:41, time: 1.049, data_time: 0.007, memory: 5812, loss_cls: 6.0287, loss: 6.0287, grad_norm: 5.9667 2020-10-24 19:24:56,523 - mmaction - INFO - Epoch [69][1060/1492] lr: 1.000e-03, eta: 14:27:18, time: 1.019, data_time: 0.007, memory: 5812, loss_cls: 6.0286, loss: 6.0286, grad_norm: 5.9106 2020-10-24 19:25:17,849 - mmaction - INFO - Epoch [69][1080/1492] lr: 1.000e-03, eta: 14:26:56, time: 1.077, data_time: 0.013, memory: 5812, loss_cls: 5.9377, loss: 5.9377, grad_norm: 5.8557 2020-10-24 19:25:37,965 - mmaction - INFO - Epoch [69][1100/1492] lr: 1.000e-03, eta: 14:26:32, time: 1.003, data_time: 0.006, memory: 5812, loss_cls: 5.9826, loss: 5.9826, grad_norm: 5.9505 2020-10-24 19:25:59,149 - mmaction - INFO - Epoch [69][1120/1492] lr: 1.000e-03, eta: 14:26:10, time: 1.062, data_time: 0.005, memory: 5812, loss_cls: 5.8952, loss: 5.8952, grad_norm: 5.7858 2020-10-24 19:26:19,969 - mmaction - INFO - Epoch [69][1140/1492] lr: 1.000e-03, eta: 14:25:47, time: 1.038, data_time: 0.002, memory: 5812, loss_cls: 5.9829, loss: 5.9829, grad_norm: 5.9983 2020-10-24 19:26:41,094 - mmaction - INFO - Epoch [69][1160/1492] lr: 1.000e-03, eta: 14:25:24, time: 1.057, data_time: 0.005, memory: 5812, loss_cls: 5.9539, loss: 5.9539, grad_norm: 5.9601 2020-10-24 19:27:01,777 - mmaction - INFO - Epoch [69][1180/1492] lr: 1.000e-03, eta: 14:25:01, time: 1.030, data_time: 0.007, memory: 5812, loss_cls: 5.9298, loss: 5.9298, grad_norm: 5.9536 2020-10-24 19:27:22,843 - mmaction - INFO - Epoch [69][1200/1492] lr: 1.000e-03, eta: 14:24:38, time: 1.060, data_time: 0.009, memory: 5812, loss_cls: 6.0489, loss: 6.0489, grad_norm: 6.0707 2020-10-24 19:27:43,191 - mmaction - INFO - Epoch [69][1220/1492] lr: 1.000e-03, eta: 14:24:15, time: 1.018, data_time: 0.003, memory: 5812, loss_cls: 5.9648, loss: 5.9648, grad_norm: 5.9502 2020-10-24 19:28:03,625 - mmaction - INFO - Epoch [69][1240/1492] lr: 1.000e-03, eta: 14:23:52, time: 1.021, data_time: 0.002, memory: 5812, loss_cls: 5.9497, loss: 5.9497, grad_norm: 5.9324 2020-10-24 19:28:25,308 - mmaction - INFO - Epoch [69][1260/1492] lr: 1.000e-03, eta: 14:23:29, time: 1.084, data_time: 0.002, memory: 5812, loss_cls: 5.9583, loss: 5.9583, grad_norm: 5.8716 2020-10-24 19:28:45,576 - mmaction - INFO - Epoch [69][1280/1492] lr: 1.000e-03, eta: 14:23:06, time: 1.013, data_time: 0.003, memory: 5812, loss_cls: 5.8711, loss: 5.8711, grad_norm: 5.7661 2020-10-24 19:29:06,703 - mmaction - INFO - Epoch [69][1300/1492] lr: 1.000e-03, eta: 14:22:43, time: 1.057, data_time: 0.004, memory: 5812, loss_cls: 5.9518, loss: 5.9518, grad_norm: 5.9105 2020-10-24 19:29:27,289 - mmaction - INFO - Epoch [69][1320/1492] lr: 1.000e-03, eta: 14:22:20, time: 1.028, data_time: 0.003, memory: 5812, loss_cls: 5.9615, loss: 5.9615, grad_norm: 5.8140 2020-10-24 19:29:47,042 - mmaction - INFO - Epoch [69][1340/1492] lr: 1.000e-03, eta: 14:21:56, time: 0.982, data_time: 0.005, memory: 5812, loss_cls: 6.0117, loss: 6.0117, grad_norm: 5.9681 2020-10-24 19:30:08,115 - mmaction - INFO - Epoch [69][1360/1492] lr: 1.000e-03, eta: 14:21:34, time: 1.054, data_time: 0.011, memory: 5812, loss_cls: 5.9834, loss: 5.9834, grad_norm: 5.9264 2020-10-24 19:30:28,890 - mmaction - INFO - Epoch [69][1380/1492] lr: 1.000e-03, eta: 14:21:11, time: 1.044, data_time: 0.010, memory: 5812, loss_cls: 5.7819, loss: 5.7819, grad_norm: 5.7105 2020-10-24 19:30:49,832 - mmaction - INFO - Epoch [69][1400/1492] lr: 1.000e-03, eta: 14:20:48, time: 1.045, data_time: 0.004, memory: 5812, loss_cls: 6.0710, loss: 6.0710, grad_norm: 6.0051 2020-10-24 19:31:10,726 - mmaction - INFO - Epoch [69][1420/1492] lr: 1.000e-03, eta: 14:20:25, time: 1.042, data_time: 0.007, memory: 5812, loss_cls: 6.0873, loss: 6.0873, grad_norm: 5.9757 2020-10-24 19:31:31,049 - mmaction - INFO - Epoch [69][1440/1492] lr: 1.000e-03, eta: 14:20:02, time: 1.018, data_time: 0.008, memory: 5812, loss_cls: 5.9200, loss: 5.9200, grad_norm: 5.8795 2020-10-24 19:31:51,729 - mmaction - INFO - Epoch [69][1460/1492] lr: 1.000e-03, eta: 14:19:39, time: 1.032, data_time: 0.006, memory: 5812, loss_cls: 5.9442, loss: 5.9442, grad_norm: 5.8367 2020-10-24 19:32:12,891 - mmaction - INFO - Epoch [69][1480/1492] lr: 1.000e-03, eta: 14:19:16, time: 1.064, data_time: 0.008, memory: 5812, loss_cls: 5.9529, loss: 5.9529, grad_norm: 5.9390 2020-10-24 19:33:01,895 - mmaction - INFO - Epoch [70][20/1492] lr: 1.000e-03, eta: 14:18:41, time: 1.828, data_time: 0.864, memory: 5812, loss_cls: 5.8514, loss: 5.8514, grad_norm: 5.8137 2020-10-24 19:33:24,618 - mmaction - INFO - Epoch [70][40/1492] lr: 1.000e-03, eta: 14:18:19, time: 1.136, data_time: 0.055, memory: 5812, loss_cls: 5.9855, loss: 5.9855, grad_norm: 5.9293 2020-10-24 19:33:46,894 - mmaction - INFO - Epoch [70][60/1492] lr: 1.000e-03, eta: 14:17:56, time: 1.114, data_time: 0.019, memory: 5812, loss_cls: 5.8299, loss: 5.8299, grad_norm: 5.7927 2020-10-24 19:34:09,012 - mmaction - INFO - Epoch [70][80/1492] lr: 1.000e-03, eta: 14:17:34, time: 1.106, data_time: 0.002, memory: 5812, loss_cls: 5.8675, loss: 5.8675, grad_norm: 5.8743 2020-10-24 19:34:30,359 - mmaction - INFO - Epoch [70][100/1492] lr: 1.000e-03, eta: 14:17:11, time: 1.065, data_time: 0.003, memory: 5812, loss_cls: 5.9986, loss: 5.9986, grad_norm: 5.9658 2020-10-24 19:34:51,328 - mmaction - INFO - Epoch [70][120/1492] lr: 1.000e-03, eta: 14:16:48, time: 1.049, data_time: 0.010, memory: 5812, loss_cls: 5.9363, loss: 5.9363, grad_norm: 5.8653 2020-10-24 19:35:12,172 - mmaction - INFO - Epoch [70][140/1492] lr: 1.000e-03, eta: 14:16:25, time: 1.044, data_time: 0.005, memory: 5812, loss_cls: 5.9011, loss: 5.9011, grad_norm: 5.9539 2020-10-24 19:35:33,926 - mmaction - INFO - Epoch [70][160/1492] lr: 1.000e-03, eta: 14:16:03, time: 1.088, data_time: 0.002, memory: 5812, loss_cls: 5.9622, loss: 5.9622, grad_norm: 5.9797 2020-10-24 19:35:54,074 - mmaction - INFO - Epoch [70][180/1492] lr: 1.000e-03, eta: 14:15:40, time: 1.006, data_time: 0.003, memory: 5812, loss_cls: 5.9924, loss: 5.9924, grad_norm: 5.8636 2020-10-24 19:36:14,867 - mmaction - INFO - Epoch [70][200/1492] lr: 1.000e-03, eta: 14:15:17, time: 1.041, data_time: 0.004, memory: 5812, loss_cls: 5.9630, loss: 5.9630, grad_norm: 5.8982 2020-10-24 19:36:35,744 - mmaction - INFO - Epoch [70][220/1492] lr: 1.000e-03, eta: 14:14:54, time: 1.040, data_time: 0.001, memory: 5812, loss_cls: 5.9786, loss: 5.9786, grad_norm: 5.8547 2020-10-24 19:36:56,832 - mmaction - INFO - Epoch [70][240/1492] lr: 1.000e-03, eta: 14:14:31, time: 1.056, data_time: 0.006, memory: 5812, loss_cls: 5.9870, loss: 5.9870, grad_norm: 5.9913 2020-10-24 19:37:17,631 - mmaction - INFO - Epoch [70][260/1492] lr: 1.000e-03, eta: 14:14:08, time: 1.033, data_time: 0.008, memory: 5812, loss_cls: 5.9337, loss: 5.9337, grad_norm: 5.9606 2020-10-24 19:37:38,754 - mmaction - INFO - Epoch [70][280/1492] lr: 1.000e-03, eta: 14:13:45, time: 1.065, data_time: 0.010, memory: 5812, loss_cls: 5.9349, loss: 5.9349, grad_norm: 6.0097 2020-10-24 19:38:00,237 - mmaction - INFO - Epoch [70][300/1492] lr: 1.000e-03, eta: 14:13:23, time: 1.075, data_time: 0.002, memory: 5812, loss_cls: 5.9949, loss: 5.9949, grad_norm: 6.0943 2020-10-24 19:38:20,481 - mmaction - INFO - Epoch [70][320/1492] lr: 1.000e-03, eta: 14:12:59, time: 1.006, data_time: 0.001, memory: 5812, loss_cls: 5.9740, loss: 5.9740, grad_norm: 5.9707 2020-10-24 19:38:41,025 - mmaction - INFO - Epoch [70][340/1492] lr: 1.000e-03, eta: 14:12:36, time: 1.034, data_time: 0.008, memory: 5812, loss_cls: 5.9291, loss: 5.9291, grad_norm: 5.9263 2020-10-24 19:39:02,212 - mmaction - INFO - Epoch [70][360/1492] lr: 1.000e-03, eta: 14:12:13, time: 1.053, data_time: 0.003, memory: 5812, loss_cls: 6.0636, loss: 6.0636, grad_norm: 6.0861 2020-10-24 19:39:23,575 - mmaction - INFO - Epoch [70][380/1492] lr: 1.000e-03, eta: 14:11:51, time: 1.074, data_time: 0.010, memory: 5812, loss_cls: 5.9505, loss: 5.9505, grad_norm: 5.8120 2020-10-24 19:39:44,038 - mmaction - INFO - Epoch [70][400/1492] lr: 1.000e-03, eta: 14:11:28, time: 1.022, data_time: 0.004, memory: 5812, loss_cls: 5.9779, loss: 5.9779, grad_norm: 5.9368 2020-10-24 19:40:05,423 - mmaction - INFO - Epoch [70][420/1492] lr: 1.000e-03, eta: 14:11:05, time: 1.067, data_time: 0.004, memory: 5812, loss_cls: 6.0053, loss: 6.0053, grad_norm: 6.0382 2020-10-24 19:40:26,961 - mmaction - INFO - Epoch [70][440/1492] lr: 1.000e-03, eta: 14:10:42, time: 1.080, data_time: 0.013, memory: 5812, loss_cls: 6.0208, loss: 6.0208, grad_norm: 6.0202 2020-10-24 19:40:48,253 - mmaction - INFO - Epoch [70][460/1492] lr: 1.000e-03, eta: 14:10:20, time: 1.060, data_time: 0.002, memory: 5812, loss_cls: 6.0659, loss: 6.0659, grad_norm: 5.9652 2020-10-24 19:41:10,259 - mmaction - INFO - Epoch [70][480/1492] lr: 1.000e-03, eta: 14:09:57, time: 1.104, data_time: 0.059, memory: 5812, loss_cls: 5.9902, loss: 5.9902, grad_norm: 5.9475 2020-10-24 19:41:32,026 - mmaction - INFO - Epoch [70][500/1492] lr: 1.000e-03, eta: 14:09:35, time: 1.082, data_time: 0.010, memory: 5812, loss_cls: 5.8675, loss: 5.8675, grad_norm: 5.8093 2020-10-24 19:41:53,211 - mmaction - INFO - Epoch [70][520/1492] lr: 1.000e-03, eta: 14:09:12, time: 1.063, data_time: 0.064, memory: 5812, loss_cls: 5.8932, loss: 5.8932, grad_norm: 6.0779 2020-10-24 19:42:14,045 - mmaction - INFO - Epoch [70][540/1492] lr: 1.000e-03, eta: 14:08:49, time: 1.045, data_time: 0.004, memory: 5812, loss_cls: 5.8478, loss: 5.8478, grad_norm: 5.9034 2020-10-24 19:42:35,354 - mmaction - INFO - Epoch [70][560/1492] lr: 1.000e-03, eta: 14:08:26, time: 1.065, data_time: 0.004, memory: 5812, loss_cls: 5.9490, loss: 5.9490, grad_norm: 6.0722 2020-10-24 19:42:56,840 - mmaction - INFO - Epoch [70][580/1492] lr: 1.000e-03, eta: 14:08:04, time: 1.074, data_time: 0.001, memory: 5812, loss_cls: 5.9658, loss: 5.9658, grad_norm: 5.9062 2020-10-24 19:43:17,261 - mmaction - INFO - Epoch [70][600/1492] lr: 1.000e-03, eta: 14:07:41, time: 1.021, data_time: 0.002, memory: 5812, loss_cls: 5.9237, loss: 5.9237, grad_norm: 5.9833 2020-10-24 19:43:38,183 - mmaction - INFO - Epoch [70][620/1492] lr: 1.000e-03, eta: 14:07:18, time: 1.047, data_time: 0.003, memory: 5812, loss_cls: 5.9500, loss: 5.9500, grad_norm: 5.9172 2020-10-24 19:43:58,940 - mmaction - INFO - Epoch [70][640/1492] lr: 1.000e-03, eta: 14:06:55, time: 1.038, data_time: 0.002, memory: 5812, loss_cls: 6.0392, loss: 6.0392, grad_norm: 6.0196 2020-10-24 19:44:20,064 - mmaction - INFO - Epoch [70][660/1492] lr: 1.000e-03, eta: 14:06:32, time: 1.056, data_time: 0.002, memory: 5812, loss_cls: 5.9853, loss: 5.9853, grad_norm: 5.9848 2020-10-24 19:44:40,894 - mmaction - INFO - Epoch [70][680/1492] lr: 1.000e-03, eta: 14:06:09, time: 1.041, data_time: 0.002, memory: 5812, loss_cls: 6.0111, loss: 6.0111, grad_norm: 6.0113 2020-10-24 19:45:02,321 - mmaction - INFO - Epoch [70][700/1492] lr: 1.000e-03, eta: 14:05:46, time: 1.068, data_time: 0.003, memory: 5812, loss_cls: 6.0043, loss: 6.0043, grad_norm: 5.9770 2020-10-24 19:45:23,310 - mmaction - INFO - Epoch [70][720/1492] lr: 1.000e-03, eta: 14:05:24, time: 1.051, data_time: 0.006, memory: 5812, loss_cls: 5.9718, loss: 5.9718, grad_norm: 6.0719 2020-10-24 19:45:44,262 - mmaction - INFO - Epoch [70][740/1492] lr: 1.000e-03, eta: 14:05:01, time: 1.050, data_time: 0.004, memory: 5812, loss_cls: 6.0369, loss: 6.0369, grad_norm: 5.9822 2020-10-24 19:46:05,084 - mmaction - INFO - Epoch [70][760/1492] lr: 1.000e-03, eta: 14:04:38, time: 1.041, data_time: 0.002, memory: 5812, loss_cls: 6.0179, loss: 6.0179, grad_norm: 5.9986 2020-10-24 19:46:25,957 - mmaction - INFO - Epoch [70][780/1492] lr: 1.000e-03, eta: 14:04:15, time: 1.040, data_time: 0.002, memory: 5812, loss_cls: 5.9723, loss: 5.9723, grad_norm: 5.8974 2020-10-24 19:46:46,852 - mmaction - INFO - Epoch [70][800/1492] lr: 1.000e-03, eta: 14:03:52, time: 1.046, data_time: 0.006, memory: 5812, loss_cls: 5.9870, loss: 5.9870, grad_norm: 5.8148 2020-10-24 19:47:07,713 - mmaction - INFO - Epoch [70][820/1492] lr: 1.000e-03, eta: 14:03:29, time: 1.040, data_time: 0.007, memory: 5812, loss_cls: 6.0368, loss: 6.0368, grad_norm: 5.9306 2020-10-24 19:47:28,660 - mmaction - INFO - Epoch [70][840/1492] lr: 1.000e-03, eta: 14:03:06, time: 1.041, data_time: 0.007, memory: 5812, loss_cls: 5.9583, loss: 5.9583, grad_norm: 5.8940 2020-10-24 19:47:49,022 - mmaction - INFO - Epoch [70][860/1492] lr: 1.000e-03, eta: 14:02:43, time: 1.022, data_time: 0.013, memory: 5812, loss_cls: 5.9596, loss: 5.9596, grad_norm: 5.8640 2020-10-24 19:48:10,151 - mmaction - INFO - Epoch [70][880/1492] lr: 1.000e-03, eta: 14:02:20, time: 1.063, data_time: 0.009, memory: 5812, loss_cls: 5.9218, loss: 5.9218, grad_norm: 5.9459 2020-10-24 19:48:31,103 - mmaction - INFO - Epoch [70][900/1492] lr: 1.000e-03, eta: 14:01:57, time: 1.046, data_time: 0.003, memory: 5812, loss_cls: 5.9993, loss: 5.9993, grad_norm: 5.8862 2020-10-24 19:48:51,722 - mmaction - INFO - Epoch [70][920/1492] lr: 1.000e-03, eta: 14:01:35, time: 1.033, data_time: 0.004, memory: 5812, loss_cls: 5.9739, loss: 5.9739, grad_norm: 5.9318 2020-10-24 19:49:12,017 - mmaction - INFO - Epoch [70][940/1492] lr: 1.000e-03, eta: 14:01:11, time: 1.013, data_time: 0.001, memory: 5812, loss_cls: 6.0540, loss: 6.0540, grad_norm: 5.9183 2020-10-24 19:49:32,954 - mmaction - INFO - Epoch [70][960/1492] lr: 1.000e-03, eta: 14:00:48, time: 1.044, data_time: 0.004, memory: 5812, loss_cls: 5.9348, loss: 5.9348, grad_norm: 5.8931 2020-10-24 19:49:53,963 - mmaction - INFO - Epoch [70][980/1492] lr: 1.000e-03, eta: 14:00:26, time: 1.049, data_time: 0.006, memory: 5812, loss_cls: 5.9730, loss: 5.9730, grad_norm: 5.9694 2020-10-24 19:50:15,024 - mmaction - INFO - Epoch [70][1000/1492] lr: 1.000e-03, eta: 14:00:03, time: 1.057, data_time: 0.014, memory: 5812, loss_cls: 6.0768, loss: 6.0768, grad_norm: 6.0805 2020-10-24 19:50:35,517 - mmaction - INFO - Epoch [70][1020/1492] lr: 1.000e-03, eta: 13:59:40, time: 1.024, data_time: 0.005, memory: 5812, loss_cls: 6.0278, loss: 6.0278, grad_norm: 5.8699 2020-10-24 19:50:56,657 - mmaction - INFO - Epoch [70][1040/1492] lr: 1.000e-03, eta: 13:59:17, time: 1.050, data_time: 0.006, memory: 5812, loss_cls: 5.9897, loss: 5.9897, grad_norm: 6.0856 2020-10-24 19:51:17,418 - mmaction - INFO - Epoch [70][1060/1492] lr: 1.000e-03, eta: 13:58:54, time: 1.045, data_time: 0.012, memory: 5812, loss_cls: 6.0348, loss: 6.0348, grad_norm: 5.9265 2020-10-24 19:51:38,714 - mmaction - INFO - Epoch [70][1080/1492] lr: 1.000e-03, eta: 13:58:31, time: 1.067, data_time: 0.004, memory: 5812, loss_cls: 6.1001, loss: 6.1001, grad_norm: 6.0560 2020-10-24 19:51:59,407 - mmaction - INFO - Epoch [70][1100/1492] lr: 1.000e-03, eta: 13:58:08, time: 1.033, data_time: 0.005, memory: 5812, loss_cls: 6.0786, loss: 6.0786, grad_norm: 6.0228 2020-10-24 19:52:20,165 - mmaction - INFO - Epoch [70][1120/1492] lr: 1.000e-03, eta: 13:57:46, time: 1.039, data_time: 0.004, memory: 5812, loss_cls: 6.1540, loss: 6.1540, grad_norm: 6.1400 2020-10-24 19:52:41,189 - mmaction - INFO - Epoch [70][1140/1492] lr: 1.000e-03, eta: 13:57:23, time: 1.051, data_time: 0.001, memory: 5812, loss_cls: 6.0480, loss: 6.0480, grad_norm: 6.0735 2020-10-24 19:53:02,468 - mmaction - INFO - Epoch [70][1160/1492] lr: 1.000e-03, eta: 13:57:00, time: 1.061, data_time: 0.007, memory: 5812, loss_cls: 5.9945, loss: 5.9945, grad_norm: 5.9431 2020-10-24 19:53:23,423 - mmaction - INFO - Epoch [70][1180/1492] lr: 1.000e-03, eta: 13:56:37, time: 1.040, data_time: 0.005, memory: 5812, loss_cls: 5.9671, loss: 5.9671, grad_norm: 5.9683 2020-10-24 19:53:43,806 - mmaction - INFO - Epoch [70][1200/1492] lr: 1.000e-03, eta: 13:56:14, time: 1.022, data_time: 0.012, memory: 5812, loss_cls: 5.9740, loss: 5.9740, grad_norm: 6.0887 2020-10-24 19:54:04,844 - mmaction - INFO - Epoch [70][1220/1492] lr: 1.000e-03, eta: 13:55:51, time: 1.058, data_time: 0.008, memory: 5812, loss_cls: 5.9778, loss: 5.9778, grad_norm: 5.9360 2020-10-24 19:54:25,619 - mmaction - INFO - Epoch [70][1240/1492] lr: 1.000e-03, eta: 13:55:28, time: 1.034, data_time: 0.003, memory: 5812, loss_cls: 6.0696, loss: 6.0696, grad_norm: 6.0364 2020-10-24 19:54:46,029 - mmaction - INFO - Epoch [70][1260/1492] lr: 1.000e-03, eta: 13:55:05, time: 1.025, data_time: 0.007, memory: 5812, loss_cls: 5.9495, loss: 5.9495, grad_norm: 5.9547 2020-10-24 19:55:07,202 - mmaction - INFO - Epoch [70][1280/1492] lr: 1.000e-03, eta: 13:54:42, time: 1.056, data_time: 0.003, memory: 5812, loss_cls: 5.9548, loss: 5.9548, grad_norm: 6.0177 2020-10-24 19:55:28,694 - mmaction - INFO - Epoch [70][1300/1492] lr: 1.000e-03, eta: 13:54:20, time: 1.069, data_time: 0.095, memory: 5812, loss_cls: 6.0490, loss: 6.0490, grad_norm: 5.9673 2020-10-24 19:55:50,652 - mmaction - INFO - Epoch [70][1320/1492] lr: 1.000e-03, eta: 13:53:57, time: 1.102, data_time: 0.324, memory: 5812, loss_cls: 5.9488, loss: 5.9488, grad_norm: 6.0415 2020-10-24 19:56:12,833 - mmaction - INFO - Epoch [70][1340/1492] lr: 1.000e-03, eta: 13:53:35, time: 1.112, data_time: 0.470, memory: 5812, loss_cls: 6.0979, loss: 6.0979, grad_norm: 6.1105 2020-10-24 19:56:34,500 - mmaction - INFO - Epoch [70][1360/1492] lr: 1.000e-03, eta: 13:53:13, time: 1.084, data_time: 0.457, memory: 5812, loss_cls: 5.9129, loss: 5.9129, grad_norm: 5.9632 2020-10-24 19:56:55,902 - mmaction - INFO - Epoch [70][1380/1492] lr: 1.000e-03, eta: 13:52:50, time: 1.071, data_time: 0.436, memory: 5812, loss_cls: 6.0142, loss: 6.0142, grad_norm: 6.0275 2020-10-24 19:57:16,953 - mmaction - INFO - Epoch [70][1400/1492] lr: 1.000e-03, eta: 13:52:27, time: 1.050, data_time: 0.469, memory: 5812, loss_cls: 5.9865, loss: 5.9865, grad_norm: 5.9694 2020-10-24 19:57:38,287 - mmaction - INFO - Epoch [70][1420/1492] lr: 1.000e-03, eta: 13:52:04, time: 1.067, data_time: 0.409, memory: 5812, loss_cls: 5.7809, loss: 5.7809, grad_norm: 5.9355 2020-10-24 19:57:59,548 - mmaction - INFO - Epoch [70][1440/1492] lr: 1.000e-03, eta: 13:51:42, time: 1.066, data_time: 0.461, memory: 5812, loss_cls: 6.0009, loss: 6.0009, grad_norm: 5.9569 2020-10-24 19:58:21,095 - mmaction - INFO - Epoch [70][1460/1492] lr: 1.000e-03, eta: 13:51:19, time: 1.078, data_time: 0.401, memory: 5812, loss_cls: 6.0130, loss: 6.0130, grad_norm: 6.0278 2020-10-24 19:58:42,327 - mmaction - INFO - Epoch [70][1480/1492] lr: 1.000e-03, eta: 13:50:56, time: 1.059, data_time: 0.450, memory: 5812, loss_cls: 5.9539, loss: 5.9539, grad_norm: 5.8702 2020-10-24 19:58:57,682 - mmaction - INFO - Saving checkpoint at 70 epochs 2020-10-24 20:01:11,978 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-24 20:01:13,246 - mmaction - INFO - mean_average_precision 0.4800 2020-10-24 20:01:13,264 - mmaction - INFO - Epoch(val) [70][1492] mean_average_precision: 0.4800 2020-10-24 20:01:47,047 - mmaction - INFO - Epoch [71][20/1492] lr: 1.000e-03, eta: 13:50:20, time: 1.680, data_time: 0.846, memory: 5812, loss_cls: 5.9529, loss: 5.9529, grad_norm: 5.9968 2020-10-24 20:02:09,485 - mmaction - INFO - Epoch [71][40/1492] lr: 1.000e-03, eta: 13:49:58, time: 1.129, data_time: 0.016, memory: 5812, loss_cls: 5.9580, loss: 5.9580, grad_norm: 5.9599 2020-10-24 20:02:31,153 - mmaction - INFO - Epoch [71][60/1492] lr: 1.000e-03, eta: 13:49:35, time: 1.083, data_time: 0.009, memory: 5812, loss_cls: 6.1115, loss: 6.1115, grad_norm: 6.1035 2020-10-24 20:02:52,611 - mmaction - INFO - Epoch [71][80/1492] lr: 1.000e-03, eta: 13:49:13, time: 1.074, data_time: 0.004, memory: 5812, loss_cls: 6.0274, loss: 6.0274, grad_norm: 5.9258 2020-10-24 20:03:14,114 - mmaction - INFO - Epoch [71][100/1492] lr: 1.000e-03, eta: 13:48:50, time: 1.072, data_time: 0.003, memory: 5812, loss_cls: 5.9576, loss: 5.9576, grad_norm: 5.9398 2020-10-24 20:03:35,009 - mmaction - INFO - Epoch [71][120/1492] lr: 1.000e-03, eta: 13:48:27, time: 1.043, data_time: 0.012, memory: 5812, loss_cls: 5.9291, loss: 5.9291, grad_norm: 5.8827 2020-10-24 20:03:55,988 - mmaction - INFO - Epoch [71][140/1492] lr: 1.000e-03, eta: 13:48:04, time: 1.054, data_time: 0.007, memory: 5812, loss_cls: 6.0106, loss: 6.0106, grad_norm: 6.0078 2020-10-24 20:04:17,198 - mmaction - INFO - Epoch [71][160/1492] lr: 1.000e-03, eta: 13:47:42, time: 1.060, data_time: 0.001, memory: 5812, loss_cls: 5.9942, loss: 5.9942, grad_norm: 6.0658 2020-10-24 20:04:37,770 - mmaction - INFO - Epoch [71][180/1492] lr: 1.000e-03, eta: 13:47:19, time: 1.023, data_time: 0.005, memory: 5812, loss_cls: 5.9491, loss: 5.9491, grad_norm: 5.8959 2020-10-24 20:04:58,514 - mmaction - INFO - Epoch [71][200/1492] lr: 1.000e-03, eta: 13:46:56, time: 1.039, data_time: 0.007, memory: 5812, loss_cls: 5.8973, loss: 5.8973, grad_norm: 5.8575 2020-10-24 20:05:19,146 - mmaction - INFO - Epoch [71][220/1492] lr: 1.000e-03, eta: 13:46:33, time: 1.035, data_time: 0.008, memory: 5812, loss_cls: 5.9216, loss: 5.9216, grad_norm: 5.8151 2020-10-24 20:05:39,687 - mmaction - INFO - Epoch [71][240/1492] lr: 1.000e-03, eta: 13:46:10, time: 1.023, data_time: 0.003, memory: 5812, loss_cls: 5.9077, loss: 5.9077, grad_norm: 5.9634 2020-10-24 20:06:00,568 - mmaction - INFO - Epoch [71][260/1492] lr: 1.000e-03, eta: 13:45:47, time: 1.048, data_time: 0.007, memory: 5812, loss_cls: 6.0328, loss: 6.0328, grad_norm: 6.1064 2020-10-24 20:06:21,464 - mmaction - INFO - Epoch [71][280/1492] lr: 1.000e-03, eta: 13:45:24, time: 1.035, data_time: 0.001, memory: 5812, loss_cls: 5.9971, loss: 5.9971, grad_norm: 5.9450 2020-10-24 20:06:42,723 - mmaction - INFO - Epoch [71][300/1492] lr: 1.000e-03, eta: 13:45:01, time: 1.072, data_time: 0.012, memory: 5812, loss_cls: 5.9136, loss: 5.9136, grad_norm: 5.9122 2020-10-24 20:07:03,809 - mmaction - INFO - Epoch [71][320/1492] lr: 1.000e-03, eta: 13:44:39, time: 1.046, data_time: 0.004, memory: 5812, loss_cls: 6.0531, loss: 6.0531, grad_norm: 6.0388 2020-10-24 20:07:25,020 - mmaction - INFO - Epoch [71][340/1492] lr: 1.000e-03, eta: 13:44:16, time: 1.067, data_time: 0.013, memory: 5812, loss_cls: 5.9936, loss: 5.9936, grad_norm: 6.0931 2020-10-24 20:07:46,062 - mmaction - INFO - Epoch [71][360/1492] lr: 1.000e-03, eta: 13:43:53, time: 1.052, data_time: 0.003, memory: 5812, loss_cls: 5.9265, loss: 5.9265, grad_norm: 5.9480 2020-10-24 20:08:06,936 - mmaction - INFO - Epoch [71][380/1492] lr: 1.000e-03, eta: 13:43:30, time: 1.041, data_time: 0.006, memory: 5812, loss_cls: 6.0377, loss: 6.0377, grad_norm: 6.1238 2020-10-24 20:08:28,180 - mmaction - INFO - Epoch [71][400/1492] lr: 1.000e-03, eta: 13:43:08, time: 1.067, data_time: 0.007, memory: 5812, loss_cls: 5.7883, loss: 5.7883, grad_norm: 5.8473 2020-10-24 20:08:48,434 - mmaction - INFO - Epoch [71][420/1492] lr: 1.000e-03, eta: 13:42:44, time: 1.005, data_time: 0.003, memory: 5812, loss_cls: 5.9605, loss: 5.9605, grad_norm: 6.0278 2020-10-24 20:09:09,183 - mmaction - INFO - Epoch [71][440/1492] lr: 1.000e-03, eta: 13:42:22, time: 1.043, data_time: 0.014, memory: 5812, loss_cls: 5.9730, loss: 5.9730, grad_norm: 5.9414 2020-10-24 20:09:29,897 - mmaction - INFO - Epoch [71][460/1492] lr: 1.000e-03, eta: 13:41:59, time: 1.036, data_time: 0.005, memory: 5812, loss_cls: 5.9063, loss: 5.9063, grad_norm: 5.9712 2020-10-24 20:09:50,929 - mmaction - INFO - Epoch [71][480/1492] lr: 1.000e-03, eta: 13:41:36, time: 1.046, data_time: 0.003, memory: 5812, loss_cls: 6.0662, loss: 6.0662, grad_norm: 5.9934 2020-10-24 20:10:11,924 - mmaction - INFO - Epoch [71][500/1492] lr: 1.000e-03, eta: 13:41:13, time: 1.055, data_time: 0.009, memory: 5812, loss_cls: 5.9577, loss: 5.9577, grad_norm: 5.9879 2020-10-24 20:10:32,727 - mmaction - INFO - Epoch [71][520/1492] lr: 1.000e-03, eta: 13:40:50, time: 1.037, data_time: 0.007, memory: 5812, loss_cls: 5.9090, loss: 5.9090, grad_norm: 5.8606 2020-10-24 20:10:53,686 - mmaction - INFO - Epoch [71][540/1492] lr: 1.000e-03, eta: 13:40:27, time: 1.048, data_time: 0.006, memory: 5812, loss_cls: 6.0127, loss: 6.0127, grad_norm: 5.9521 2020-10-24 20:11:14,608 - mmaction - INFO - Epoch [71][560/1492] lr: 1.000e-03, eta: 13:40:04, time: 1.044, data_time: 0.011, memory: 5812, loss_cls: 5.9108, loss: 5.9108, grad_norm: 5.8964 2020-10-24 20:11:34,883 - mmaction - INFO - Epoch [71][580/1492] lr: 1.000e-03, eta: 13:39:41, time: 1.006, data_time: 0.019, memory: 5812, loss_cls: 5.9910, loss: 5.9910, grad_norm: 5.9860 2020-10-24 20:11:55,103 - mmaction - INFO - Epoch [71][600/1492] lr: 1.000e-03, eta: 13:39:18, time: 1.023, data_time: 0.018, memory: 5812, loss_cls: 5.9613, loss: 5.9613, grad_norm: 5.8776 2020-10-24 20:12:15,963 - mmaction - INFO - Epoch [71][620/1492] lr: 1.000e-03, eta: 13:38:55, time: 1.045, data_time: 0.003, memory: 5812, loss_cls: 5.9873, loss: 5.9873, grad_norm: 6.0203 2020-10-24 20:12:36,502 - mmaction - INFO - Epoch [71][640/1492] lr: 1.000e-03, eta: 13:38:32, time: 1.025, data_time: 0.003, memory: 5812, loss_cls: 5.9747, loss: 5.9747, grad_norm: 5.9962 2020-10-24 20:12:56,815 - mmaction - INFO - Epoch [71][660/1492] lr: 1.000e-03, eta: 13:38:09, time: 1.018, data_time: 0.004, memory: 5812, loss_cls: 5.9257, loss: 5.9257, grad_norm: 5.8705 2020-10-24 20:13:17,361 - mmaction - INFO - Epoch [71][680/1492] lr: 1.000e-03, eta: 13:37:46, time: 1.027, data_time: 0.001, memory: 5812, loss_cls: 5.8774, loss: 5.8774, grad_norm: 5.9800 2020-10-24 20:13:38,217 - mmaction - INFO - Epoch [71][700/1492] lr: 1.000e-03, eta: 13:37:23, time: 1.037, data_time: 0.005, memory: 5812, loss_cls: 5.8854, loss: 5.8854, grad_norm: 5.9179 2020-10-24 20:13:58,918 - mmaction - INFO - Epoch [71][720/1492] lr: 1.000e-03, eta: 13:37:01, time: 1.041, data_time: 0.008, memory: 5812, loss_cls: 6.0053, loss: 6.0053, grad_norm: 5.8769 2020-10-24 20:14:20,049 - mmaction - INFO - Epoch [71][740/1492] lr: 1.000e-03, eta: 13:36:38, time: 1.045, data_time: 0.002, memory: 5812, loss_cls: 5.9258, loss: 5.9258, grad_norm: 6.0109 2020-10-24 20:14:40,841 - mmaction - INFO - Epoch [71][760/1492] lr: 1.000e-03, eta: 13:36:15, time: 1.043, data_time: 0.014, memory: 5812, loss_cls: 6.0278, loss: 6.0278, grad_norm: 6.0090 2020-10-24 20:15:01,421 - mmaction - INFO - Epoch [71][780/1492] lr: 1.000e-03, eta: 13:35:52, time: 1.026, data_time: 0.012, memory: 5812, loss_cls: 6.0177, loss: 6.0177, grad_norm: 6.0222 2020-10-24 20:15:21,728 - mmaction - INFO - Epoch [71][800/1492] lr: 1.000e-03, eta: 13:35:29, time: 1.014, data_time: 0.012, memory: 5812, loss_cls: 5.8241, loss: 5.8241, grad_norm: 5.9247 2020-10-24 20:15:43,036 - mmaction - INFO - Epoch [71][820/1492] lr: 1.000e-03, eta: 13:35:06, time: 1.076, data_time: 0.014, memory: 5812, loss_cls: 5.8676, loss: 5.8676, grad_norm: 5.9767 2020-10-24 20:16:03,588 - mmaction - INFO - Epoch [71][840/1492] lr: 1.000e-03, eta: 13:34:43, time: 1.024, data_time: 0.002, memory: 5812, loss_cls: 6.0752, loss: 6.0752, grad_norm: 6.1019 2020-10-24 20:16:24,315 - mmaction - INFO - Epoch [71][860/1492] lr: 1.000e-03, eta: 13:34:20, time: 1.036, data_time: 0.006, memory: 5812, loss_cls: 5.9457, loss: 5.9457, grad_norm: 6.0207 2020-10-24 20:16:45,395 - mmaction - INFO - Epoch [71][880/1492] lr: 1.000e-03, eta: 13:33:58, time: 1.051, data_time: 0.006, memory: 5812, loss_cls: 6.0275, loss: 6.0275, grad_norm: 6.0899 2020-10-24 20:17:06,491 - mmaction - INFO - Epoch [71][900/1492] lr: 1.000e-03, eta: 13:33:35, time: 1.052, data_time: 0.009, memory: 5812, loss_cls: 6.0347, loss: 6.0347, grad_norm: 5.9698 2020-10-24 20:17:27,709 - mmaction - INFO - Epoch [71][920/1492] lr: 1.000e-03, eta: 13:33:12, time: 1.070, data_time: 0.011, memory: 5812, loss_cls: 5.8920, loss: 5.8920, grad_norm: 5.9221 2020-10-24 20:17:48,318 - mmaction - INFO - Epoch [71][940/1492] lr: 1.000e-03, eta: 13:32:49, time: 1.025, data_time: 0.001, memory: 5812, loss_cls: 6.0117, loss: 6.0117, grad_norm: 6.0175 2020-10-24 20:18:09,558 - mmaction - INFO - Epoch [71][960/1492] lr: 1.000e-03, eta: 13:32:27, time: 1.060, data_time: 0.008, memory: 5812, loss_cls: 6.0431, loss: 6.0431, grad_norm: 5.9602 2020-10-24 20:18:30,093 - mmaction - INFO - Epoch [71][980/1492] lr: 1.000e-03, eta: 13:32:04, time: 1.031, data_time: 0.011, memory: 5812, loss_cls: 5.9326, loss: 5.9326, grad_norm: 5.8019 2020-10-24 20:18:50,651 - mmaction - INFO - Epoch [71][1000/1492] lr: 1.000e-03, eta: 13:31:41, time: 1.029, data_time: 0.007, memory: 5812, loss_cls: 5.7266, loss: 5.7266, grad_norm: 5.8903 2020-10-24 20:19:11,607 - mmaction - INFO - Epoch [71][1020/1492] lr: 1.000e-03, eta: 13:31:18, time: 1.044, data_time: 0.007, memory: 5812, loss_cls: 5.9536, loss: 5.9536, grad_norm: 5.9837 2020-10-24 20:19:32,060 - mmaction - INFO - Epoch [71][1040/1492] lr: 1.000e-03, eta: 13:30:55, time: 1.021, data_time: 0.010, memory: 5812, loss_cls: 5.7965, loss: 5.7965, grad_norm: 5.9303 2020-10-24 20:19:52,648 - mmaction - INFO - Epoch [71][1060/1492] lr: 1.000e-03, eta: 13:30:32, time: 1.035, data_time: 0.009, memory: 5812, loss_cls: 5.9732, loss: 5.9732, grad_norm: 5.9284 2020-10-24 20:20:13,178 - mmaction - INFO - Epoch [71][1080/1492] lr: 1.000e-03, eta: 13:30:09, time: 1.026, data_time: 0.005, memory: 5812, loss_cls: 6.0560, loss: 6.0560, grad_norm: 6.0653 2020-10-24 20:20:33,842 - mmaction - INFO - Epoch [71][1100/1492] lr: 1.000e-03, eta: 13:29:46, time: 1.029, data_time: 0.006, memory: 5812, loss_cls: 6.0112, loss: 6.0112, grad_norm: 5.9675 2020-10-24 20:20:54,217 - mmaction - INFO - Epoch [71][1120/1492] lr: 1.000e-03, eta: 13:29:23, time: 1.022, data_time: 0.010, memory: 5812, loss_cls: 5.9647, loss: 5.9647, grad_norm: 6.0228 2020-10-24 20:21:14,753 - mmaction - INFO - Epoch [71][1140/1492] lr: 1.000e-03, eta: 13:29:00, time: 1.026, data_time: 0.005, memory: 5812, loss_cls: 6.0609, loss: 6.0609, grad_norm: 6.0384 2020-10-24 20:21:35,574 - mmaction - INFO - Epoch [71][1160/1492] lr: 1.000e-03, eta: 13:28:37, time: 1.034, data_time: 0.006, memory: 5812, loss_cls: 5.9713, loss: 5.9713, grad_norm: 5.9321 2020-10-24 20:21:56,362 - mmaction - INFO - Epoch [71][1180/1492] lr: 1.000e-03, eta: 13:28:14, time: 1.046, data_time: 0.013, memory: 5812, loss_cls: 5.9172, loss: 5.9172, grad_norm: 5.9637 2020-10-24 20:22:17,253 - mmaction - INFO - Epoch [71][1200/1492] lr: 1.000e-03, eta: 13:27:51, time: 1.045, data_time: 0.006, memory: 5812, loss_cls: 5.8776, loss: 5.8776, grad_norm: 6.0413 2020-10-24 20:22:37,895 - mmaction - INFO - Epoch [71][1220/1492] lr: 1.000e-03, eta: 13:27:29, time: 1.033, data_time: 0.006, memory: 5812, loss_cls: 6.1047, loss: 6.1047, grad_norm: 6.1378 2020-10-24 20:22:59,079 - mmaction - INFO - Epoch [71][1240/1492] lr: 1.000e-03, eta: 13:27:06, time: 1.059, data_time: 0.003, memory: 5812, loss_cls: 5.9967, loss: 5.9967, grad_norm: 5.9707 2020-10-24 20:23:20,022 - mmaction - INFO - Epoch [71][1260/1492] lr: 1.000e-03, eta: 13:26:43, time: 1.042, data_time: 0.007, memory: 5812, loss_cls: 5.9580, loss: 5.9580, grad_norm: 5.9160 2020-10-24 20:23:40,531 - mmaction - INFO - Epoch [71][1280/1492] lr: 1.000e-03, eta: 13:26:20, time: 1.030, data_time: 0.010, memory: 5812, loss_cls: 6.0901, loss: 6.0901, grad_norm: 6.0002 2020-10-24 20:24:01,489 - mmaction - INFO - Epoch [71][1300/1492] lr: 1.000e-03, eta: 13:25:57, time: 1.049, data_time: 0.005, memory: 5812, loss_cls: 6.0240, loss: 6.0240, grad_norm: 6.0226 2020-10-24 20:24:21,739 - mmaction - INFO - Epoch [71][1320/1492] lr: 1.000e-03, eta: 13:25:34, time: 1.010, data_time: 0.004, memory: 5812, loss_cls: 6.0984, loss: 6.0984, grad_norm: 6.1306 2020-10-24 20:24:42,912 - mmaction - INFO - Epoch [71][1340/1492] lr: 1.000e-03, eta: 13:25:12, time: 1.062, data_time: 0.007, memory: 5812, loss_cls: 5.9349, loss: 5.9349, grad_norm: 5.9214 2020-10-24 20:25:03,098 - mmaction - INFO - Epoch [71][1360/1492] lr: 1.000e-03, eta: 13:24:48, time: 1.009, data_time: 0.008, memory: 5812, loss_cls: 5.9255, loss: 5.9255, grad_norm: 6.0585 2020-10-24 20:25:24,283 - mmaction - INFO - Epoch [71][1380/1492] lr: 1.000e-03, eta: 13:24:26, time: 1.056, data_time: 0.003, memory: 5812, loss_cls: 5.9843, loss: 5.9843, grad_norm: 5.9664 2020-10-24 20:25:44,840 - mmaction - INFO - Epoch [71][1400/1492] lr: 1.000e-03, eta: 13:24:03, time: 1.031, data_time: 0.006, memory: 5812, loss_cls: 5.9493, loss: 5.9493, grad_norm: 6.0238 2020-10-24 20:26:05,483 - mmaction - INFO - Epoch [71][1420/1492] lr: 1.000e-03, eta: 13:23:40, time: 1.025, data_time: 0.006, memory: 5812, loss_cls: 6.0730, loss: 6.0730, grad_norm: 5.9859 2020-10-24 20:26:25,907 - mmaction - INFO - Epoch [71][1440/1492] lr: 1.000e-03, eta: 13:23:17, time: 1.029, data_time: 0.013, memory: 5812, loss_cls: 5.9536, loss: 5.9536, grad_norm: 5.9739 2020-10-24 20:26:46,977 - mmaction - INFO - Epoch [71][1460/1492] lr: 1.000e-03, eta: 13:22:54, time: 1.054, data_time: 0.004, memory: 5812, loss_cls: 5.9897, loss: 5.9897, grad_norm: 6.0365 2020-10-24 20:27:08,093 - mmaction - INFO - Epoch [71][1480/1492] lr: 1.000e-03, eta: 13:22:31, time: 1.055, data_time: 0.003, memory: 5812, loss_cls: 6.1337, loss: 6.1337, grad_norm: 6.0045 2020-10-24 20:27:56,348 - mmaction - INFO - Epoch [72][20/1492] lr: 1.000e-03, eta: 13:21:55, time: 1.694, data_time: 1.179, memory: 5812, loss_cls: 5.8770, loss: 5.8770, grad_norm: 6.0786 2020-10-24 20:28:18,204 - mmaction - INFO - Epoch [72][40/1492] lr: 1.000e-03, eta: 13:21:33, time: 1.093, data_time: 0.491, memory: 5812, loss_cls: 6.0551, loss: 6.0551, grad_norm: 6.0802 2020-10-24 20:28:39,705 - mmaction - INFO - Epoch [72][60/1492] lr: 1.000e-03, eta: 13:21:10, time: 1.076, data_time: 0.462, memory: 5812, loss_cls: 5.9618, loss: 5.9618, grad_norm: 5.8944 2020-10-24 20:29:00,225 - mmaction - INFO - Epoch [72][80/1492] lr: 1.000e-03, eta: 13:20:47, time: 1.026, data_time: 0.444, memory: 5812, loss_cls: 6.1306, loss: 6.1306, grad_norm: 6.1172 2020-10-24 20:29:21,211 - mmaction - INFO - Epoch [72][100/1492] lr: 1.000e-03, eta: 13:20:24, time: 1.048, data_time: 0.461, memory: 5812, loss_cls: 5.8618, loss: 5.8618, grad_norm: 5.8549 2020-10-24 20:29:41,884 - mmaction - INFO - Epoch [72][120/1492] lr: 1.000e-03, eta: 13:20:01, time: 1.025, data_time: 0.438, memory: 5812, loss_cls: 6.0002, loss: 6.0002, grad_norm: 6.1156 2020-10-24 20:30:02,765 - mmaction - INFO - Epoch [72][140/1492] lr: 1.000e-03, eta: 13:19:39, time: 1.049, data_time: 0.459, memory: 5812, loss_cls: 6.0401, loss: 6.0401, grad_norm: 5.9873 2020-10-24 20:30:23,860 - mmaction - INFO - Epoch [72][160/1492] lr: 1.000e-03, eta: 13:19:16, time: 1.052, data_time: 0.461, memory: 5812, loss_cls: 5.9794, loss: 5.9794, grad_norm: 6.0084 2020-10-24 20:30:45,186 - mmaction - INFO - Epoch [72][180/1492] lr: 1.000e-03, eta: 13:18:53, time: 1.070, data_time: 0.496, memory: 5812, loss_cls: 5.8889, loss: 5.8889, grad_norm: 5.9016 2020-10-24 20:31:06,280 - mmaction - INFO - Epoch [72][200/1492] lr: 1.000e-03, eta: 13:18:31, time: 1.058, data_time: 0.443, memory: 5812, loss_cls: 6.0064, loss: 6.0064, grad_norm: 6.1812 2020-10-24 20:31:27,126 - mmaction - INFO - Epoch [72][220/1492] lr: 1.000e-03, eta: 13:18:08, time: 1.042, data_time: 0.438, memory: 5812, loss_cls: 5.9182, loss: 5.9182, grad_norm: 6.0456 2020-10-24 20:31:48,029 - mmaction - INFO - Epoch [72][240/1492] lr: 1.000e-03, eta: 13:17:45, time: 1.034, data_time: 0.435, memory: 5812, loss_cls: 5.9409, loss: 5.9409, grad_norm: 5.9816 2020-10-24 20:32:09,210 - mmaction - INFO - Epoch [72][260/1492] lr: 1.000e-03, eta: 13:17:22, time: 1.061, data_time: 0.470, memory: 5812, loss_cls: 5.9994, loss: 5.9994, grad_norm: 6.0740 2020-10-24 20:32:30,131 - mmaction - INFO - Epoch [72][280/1492] lr: 1.000e-03, eta: 13:17:00, time: 1.056, data_time: 0.473, memory: 5812, loss_cls: 5.8976, loss: 5.8976, grad_norm: 5.9311 2020-10-24 20:32:50,835 - mmaction - INFO - Epoch [72][300/1492] lr: 1.000e-03, eta: 13:16:37, time: 1.031, data_time: 0.466, memory: 5812, loss_cls: 5.9816, loss: 5.9816, grad_norm: 6.0091 2020-10-24 20:33:11,214 - mmaction - INFO - Epoch [72][320/1492] lr: 1.000e-03, eta: 13:16:14, time: 1.016, data_time: 0.435, memory: 5812, loss_cls: 5.9931, loss: 5.9931, grad_norm: 6.0073 2020-10-24 20:33:32,623 - mmaction - INFO - Epoch [72][340/1492] lr: 1.000e-03, eta: 13:15:51, time: 1.070, data_time: 0.461, memory: 5812, loss_cls: 5.9669, loss: 5.9669, grad_norm: 6.1291 2020-10-24 20:33:53,449 - mmaction - INFO - Epoch [72][360/1492] lr: 1.000e-03, eta: 13:15:28, time: 1.042, data_time: 0.474, memory: 5812, loss_cls: 5.9159, loss: 5.9159, grad_norm: 6.0088 2020-10-24 20:34:14,812 - mmaction - INFO - Epoch [72][380/1492] lr: 1.000e-03, eta: 13:15:06, time: 1.074, data_time: 0.486, memory: 5812, loss_cls: 5.9948, loss: 5.9948, grad_norm: 6.1000 2020-10-24 20:34:35,677 - mmaction - INFO - Epoch [72][400/1492] lr: 1.000e-03, eta: 13:14:43, time: 1.040, data_time: 0.476, memory: 5812, loss_cls: 5.8975, loss: 5.8975, grad_norm: 5.9252 2020-10-24 20:34:57,118 - mmaction - INFO - Epoch [72][420/1492] lr: 1.000e-03, eta: 13:14:20, time: 1.074, data_time: 0.498, memory: 5812, loss_cls: 5.9924, loss: 5.9924, grad_norm: 5.9575 2020-10-24 20:35:17,833 - mmaction - INFO - Epoch [72][440/1492] lr: 1.000e-03, eta: 13:13:57, time: 1.035, data_time: 0.453, memory: 5812, loss_cls: 5.9654, loss: 5.9654, grad_norm: 6.0138 2020-10-24 20:35:38,699 - mmaction - INFO - Epoch [72][460/1492] lr: 1.000e-03, eta: 13:13:35, time: 1.045, data_time: 0.460, memory: 5812, loss_cls: 5.9947, loss: 5.9947, grad_norm: 6.0857 2020-10-24 20:35:59,037 - mmaction - INFO - Epoch [72][480/1492] lr: 1.000e-03, eta: 13:13:12, time: 1.006, data_time: 0.441, memory: 5812, loss_cls: 5.9497, loss: 5.9497, grad_norm: 6.0230 2020-10-24 20:36:19,790 - mmaction - INFO - Epoch [72][500/1492] lr: 1.000e-03, eta: 13:12:49, time: 1.038, data_time: 0.452, memory: 5812, loss_cls: 5.8490, loss: 5.8490, grad_norm: 5.8913 2020-10-24 20:36:40,687 - mmaction - INFO - Epoch [72][520/1492] lr: 1.000e-03, eta: 13:12:26, time: 1.055, data_time: 0.459, memory: 5812, loss_cls: 5.8883, loss: 5.8883, grad_norm: 6.0010 2020-10-24 20:37:00,938 - mmaction - INFO - Epoch [72][540/1492] lr: 1.000e-03, eta: 13:12:03, time: 1.012, data_time: 0.460, memory: 5812, loss_cls: 5.8889, loss: 5.8889, grad_norm: 6.0237 2020-10-24 20:37:21,547 - mmaction - INFO - Epoch [72][560/1492] lr: 1.000e-03, eta: 13:11:40, time: 1.025, data_time: 0.451, memory: 5812, loss_cls: 5.9328, loss: 5.9328, grad_norm: 5.8889 2020-10-24 20:37:43,159 - mmaction - INFO - Epoch [72][580/1492] lr: 1.000e-03, eta: 13:11:18, time: 1.087, data_time: 0.469, memory: 5812, loss_cls: 5.8477, loss: 5.8477, grad_norm: 5.8909 2020-10-24 20:38:04,118 - mmaction - INFO - Epoch [72][600/1492] lr: 1.000e-03, eta: 13:10:55, time: 1.045, data_time: 0.439, memory: 5812, loss_cls: 5.9735, loss: 5.9735, grad_norm: 6.0747 2020-10-24 20:38:25,505 - mmaction - INFO - Epoch [72][620/1492] lr: 1.000e-03, eta: 13:10:32, time: 1.071, data_time: 0.499, memory: 5812, loss_cls: 5.9557, loss: 5.9557, grad_norm: 5.9784 2020-10-24 20:38:45,967 - mmaction - INFO - Epoch [72][640/1492] lr: 1.000e-03, eta: 13:10:09, time: 1.023, data_time: 0.429, memory: 5812, loss_cls: 6.1520, loss: 6.1520, grad_norm: 6.0929 2020-10-24 20:39:06,941 - mmaction - INFO - Epoch [72][660/1492] lr: 1.000e-03, eta: 13:09:46, time: 1.047, data_time: 0.455, memory: 5812, loss_cls: 6.1275, loss: 6.1275, grad_norm: 6.0940 2020-10-24 20:39:27,845 - mmaction - INFO - Epoch [72][680/1492] lr: 1.000e-03, eta: 13:09:24, time: 1.047, data_time: 0.426, memory: 5812, loss_cls: 5.9311, loss: 5.9311, grad_norm: 5.9461 2020-10-24 20:39:48,180 - mmaction - INFO - Epoch [72][700/1492] lr: 1.000e-03, eta: 13:09:01, time: 1.004, data_time: 0.426, memory: 5812, loss_cls: 6.0642, loss: 6.0642, grad_norm: 6.0192 2020-10-24 20:40:09,412 - mmaction - INFO - Epoch [72][720/1492] lr: 1.000e-03, eta: 13:08:38, time: 1.070, data_time: 0.468, memory: 5812, loss_cls: 5.9861, loss: 5.9861, grad_norm: 5.9737 2020-10-24 20:40:30,361 - mmaction - INFO - Epoch [72][740/1492] lr: 1.000e-03, eta: 13:08:15, time: 1.042, data_time: 0.458, memory: 5812, loss_cls: 5.9446, loss: 5.9446, grad_norm: 6.1443 2020-10-24 20:40:51,254 - mmaction - INFO - Epoch [72][760/1492] lr: 1.000e-03, eta: 13:07:52, time: 1.046, data_time: 0.455, memory: 5812, loss_cls: 5.9299, loss: 5.9299, grad_norm: 5.9980 2020-10-24 20:41:12,346 - mmaction - INFO - Epoch [72][780/1492] lr: 1.000e-03, eta: 13:07:30, time: 1.055, data_time: 0.457, memory: 5812, loss_cls: 5.9988, loss: 5.9988, grad_norm: 6.1427 2020-10-24 20:41:33,360 - mmaction - INFO - Epoch [72][800/1492] lr: 1.000e-03, eta: 13:07:07, time: 1.059, data_time: 0.471, memory: 5812, loss_cls: 5.8930, loss: 5.8930, grad_norm: 5.9316 2020-10-24 20:41:54,247 - mmaction - INFO - Epoch [72][820/1492] lr: 1.000e-03, eta: 13:06:44, time: 1.035, data_time: 0.454, memory: 5812, loss_cls: 5.9535, loss: 5.9535, grad_norm: 5.9401 2020-10-24 20:42:14,871 - mmaction - INFO - Epoch [72][840/1492] lr: 1.000e-03, eta: 13:06:21, time: 1.035, data_time: 0.469, memory: 5812, loss_cls: 5.9022, loss: 5.9022, grad_norm: 5.8799 2020-10-24 20:42:35,994 - mmaction - INFO - Epoch [72][860/1492] lr: 1.000e-03, eta: 13:05:59, time: 1.056, data_time: 0.455, memory: 5812, loss_cls: 5.9599, loss: 5.9599, grad_norm: 6.1277 2020-10-24 20:42:56,941 - mmaction - INFO - Epoch [72][880/1492] lr: 1.000e-03, eta: 13:05:36, time: 1.045, data_time: 0.448, memory: 5812, loss_cls: 5.9489, loss: 5.9489, grad_norm: 5.9224 2020-10-24 20:43:17,296 - mmaction - INFO - Epoch [72][900/1492] lr: 1.000e-03, eta: 13:05:13, time: 1.021, data_time: 0.446, memory: 5812, loss_cls: 5.9439, loss: 5.9439, grad_norm: 5.9561 2020-10-24 20:43:38,514 - mmaction - INFO - Epoch [72][920/1492] lr: 1.000e-03, eta: 13:04:50, time: 1.059, data_time: 0.466, memory: 5812, loss_cls: 5.9815, loss: 5.9815, grad_norm: 5.9070 2020-10-24 20:43:59,506 - mmaction - INFO - Epoch [72][940/1492] lr: 1.000e-03, eta: 13:04:28, time: 1.047, data_time: 0.455, memory: 5812, loss_cls: 5.8924, loss: 5.8924, grad_norm: 6.0308 2020-10-24 20:44:20,774 - mmaction - INFO - Epoch [72][960/1492] lr: 1.000e-03, eta: 13:04:05, time: 1.072, data_time: 0.475, memory: 5812, loss_cls: 6.0477, loss: 6.0477, grad_norm: 6.0779 2020-10-24 20:44:41,367 - mmaction - INFO - Epoch [72][980/1492] lr: 1.000e-03, eta: 13:03:42, time: 1.027, data_time: 0.421, memory: 5812, loss_cls: 5.9408, loss: 5.9408, grad_norm: 6.0432 2020-10-24 20:45:01,640 - mmaction - INFO - Epoch [72][1000/1492] lr: 1.000e-03, eta: 13:03:19, time: 1.002, data_time: 0.419, memory: 5812, loss_cls: 6.1614, loss: 6.1614, grad_norm: 6.0679 2020-10-24 20:45:21,886 - mmaction - INFO - Epoch [72][1020/1492] lr: 1.000e-03, eta: 13:02:56, time: 1.018, data_time: 0.428, memory: 5812, loss_cls: 5.9958, loss: 5.9958, grad_norm: 6.0797 2020-10-24 20:45:42,831 - mmaction - INFO - Epoch [72][1040/1492] lr: 1.000e-03, eta: 13:02:33, time: 1.055, data_time: 0.465, memory: 5812, loss_cls: 5.9188, loss: 5.9188, grad_norm: 5.9164 2020-10-24 20:46:03,690 - mmaction - INFO - Epoch [72][1060/1492] lr: 1.000e-03, eta: 13:02:11, time: 1.043, data_time: 0.435, memory: 5812, loss_cls: 5.8895, loss: 5.8895, grad_norm: 5.9137 2020-10-24 20:46:24,387 - mmaction - INFO - Epoch [72][1080/1492] lr: 1.000e-03, eta: 13:01:48, time: 1.028, data_time: 0.456, memory: 5812, loss_cls: 5.9425, loss: 5.9425, grad_norm: 5.9667 2020-10-24 20:46:45,337 - mmaction - INFO - Epoch [72][1100/1492] lr: 1.000e-03, eta: 13:01:25, time: 1.044, data_time: 0.447, memory: 5812, loss_cls: 5.9687, loss: 5.9687, grad_norm: 5.9293 2020-10-24 20:47:06,308 - mmaction - INFO - Epoch [72][1120/1492] lr: 1.000e-03, eta: 13:01:02, time: 1.058, data_time: 0.464, memory: 5812, loss_cls: 6.0186, loss: 6.0186, grad_norm: 6.0034 2020-10-24 20:47:26,819 - mmaction - INFO - Epoch [72][1140/1492] lr: 1.000e-03, eta: 13:00:39, time: 1.026, data_time: 0.438, memory: 5812, loss_cls: 5.9262, loss: 5.9262, grad_norm: 5.9358 2020-10-24 20:47:47,352 - mmaction - INFO - Epoch [72][1160/1492] lr: 1.000e-03, eta: 13:00:16, time: 1.019, data_time: 0.433, memory: 5812, loss_cls: 5.9345, loss: 5.9345, grad_norm: 6.0263 2020-10-24 20:48:07,929 - mmaction - INFO - Epoch [72][1180/1492] lr: 1.000e-03, eta: 12:59:53, time: 1.033, data_time: 0.430, memory: 5812, loss_cls: 5.9964, loss: 5.9964, grad_norm: 6.0440 2020-10-24 20:48:28,858 - mmaction - INFO - Epoch [72][1200/1492] lr: 1.000e-03, eta: 12:59:31, time: 1.050, data_time: 0.450, memory: 5812, loss_cls: 6.0436, loss: 6.0436, grad_norm: 6.1783 2020-10-24 20:48:49,272 - mmaction - INFO - Epoch [72][1220/1492] lr: 1.000e-03, eta: 12:59:08, time: 1.020, data_time: 0.439, memory: 5812, loss_cls: 5.9314, loss: 5.9314, grad_norm: 5.9039 2020-10-24 20:49:09,685 - mmaction - INFO - Epoch [72][1240/1492] lr: 1.000e-03, eta: 12:58:45, time: 1.013, data_time: 0.420, memory: 5812, loss_cls: 5.9920, loss: 5.9920, grad_norm: 6.0420 2020-10-24 20:49:30,223 - mmaction - INFO - Epoch [72][1260/1492] lr: 1.000e-03, eta: 12:58:22, time: 1.033, data_time: 0.441, memory: 5812, loss_cls: 5.9573, loss: 5.9573, grad_norm: 5.9919 2020-10-24 20:49:51,288 - mmaction - INFO - Epoch [72][1280/1492] lr: 1.000e-03, eta: 12:57:59, time: 1.047, data_time: 0.451, memory: 5812, loss_cls: 6.1303, loss: 6.1303, grad_norm: 6.0759 2020-10-24 20:50:11,838 - mmaction - INFO - Epoch [72][1300/1492] lr: 1.000e-03, eta: 12:57:36, time: 1.032, data_time: 0.444, memory: 5812, loss_cls: 5.9814, loss: 5.9814, grad_norm: 5.9499 2020-10-24 20:50:32,807 - mmaction - INFO - Epoch [72][1320/1492] lr: 1.000e-03, eta: 12:57:14, time: 1.045, data_time: 0.452, memory: 5812, loss_cls: 5.9886, loss: 5.9886, grad_norm: 6.0782 2020-10-24 20:50:54,238 - mmaction - INFO - Epoch [72][1340/1492] lr: 1.000e-03, eta: 12:56:51, time: 1.067, data_time: 0.466, memory: 5812, loss_cls: 5.9995, loss: 5.9995, grad_norm: 5.9660 2020-10-24 20:51:14,580 - mmaction - INFO - Epoch [72][1360/1492] lr: 1.000e-03, eta: 12:56:28, time: 1.025, data_time: 0.461, memory: 5812, loss_cls: 5.9732, loss: 5.9732, grad_norm: 6.0391 2020-10-24 20:51:35,643 - mmaction - INFO - Epoch [72][1380/1492] lr: 1.000e-03, eta: 12:56:05, time: 1.055, data_time: 0.442, memory: 5812, loss_cls: 5.8841, loss: 5.8841, grad_norm: 5.9890 2020-10-24 20:51:56,678 - mmaction - INFO - Epoch [72][1400/1492] lr: 1.000e-03, eta: 12:55:43, time: 1.053, data_time: 0.454, memory: 5812, loss_cls: 6.1595, loss: 6.1595, grad_norm: 6.2473 2020-10-24 20:52:17,488 - mmaction - INFO - Epoch [72][1420/1492] lr: 1.000e-03, eta: 12:55:20, time: 1.039, data_time: 0.447, memory: 5812, loss_cls: 5.9921, loss: 5.9921, grad_norm: 6.0112 2020-10-24 20:52:38,089 - mmaction - INFO - Epoch [72][1440/1492] lr: 1.000e-03, eta: 12:54:57, time: 1.028, data_time: 0.434, memory: 5812, loss_cls: 5.9511, loss: 5.9511, grad_norm: 6.0386 2020-10-24 20:52:59,013 - mmaction - INFO - Epoch [72][1460/1492] lr: 1.000e-03, eta: 12:54:34, time: 1.050, data_time: 0.441, memory: 5812, loss_cls: 5.9088, loss: 5.9088, grad_norm: 5.9701 2020-10-24 20:53:19,573 - mmaction - INFO - Epoch [72][1480/1492] lr: 1.000e-03, eta: 12:54:11, time: 1.025, data_time: 0.434, memory: 5812, loss_cls: 6.0427, loss: 6.0427, grad_norm: 6.0678 2020-10-24 20:54:07,139 - mmaction - INFO - Epoch [73][20/1492] lr: 1.000e-03, eta: 12:53:36, time: 1.735, data_time: 1.040, memory: 5812, loss_cls: 6.0161, loss: 6.0161, grad_norm: 6.0062 2020-10-24 20:54:30,100 - mmaction - INFO - Epoch [73][40/1492] lr: 1.000e-03, eta: 12:53:14, time: 1.154, data_time: 0.109, memory: 5812, loss_cls: 5.8826, loss: 5.8826, grad_norm: 5.9855 2020-10-24 20:54:50,530 - mmaction - INFO - Epoch [73][60/1492] lr: 1.000e-03, eta: 12:52:51, time: 1.015, data_time: 0.002, memory: 5812, loss_cls: 6.0245, loss: 6.0245, grad_norm: 6.0403 2020-10-24 20:55:11,229 - mmaction - INFO - Epoch [73][80/1492] lr: 1.000e-03, eta: 12:52:28, time: 1.037, data_time: 0.008, memory: 5812, loss_cls: 5.9642, loss: 5.9642, grad_norm: 5.9852 2020-10-24 20:55:32,204 - mmaction - INFO - Epoch [73][100/1492] lr: 1.000e-03, eta: 12:52:05, time: 1.051, data_time: 0.008, memory: 5812, loss_cls: 5.9518, loss: 5.9518, grad_norm: 6.0130 2020-10-24 20:55:53,023 - mmaction - INFO - Epoch [73][120/1492] lr: 1.000e-03, eta: 12:51:42, time: 1.038, data_time: 0.008, memory: 5812, loss_cls: 5.8569, loss: 5.8569, grad_norm: 5.9894 2020-10-24 20:56:13,496 - mmaction - INFO - Epoch [73][140/1492] lr: 1.000e-03, eta: 12:51:19, time: 1.016, data_time: 0.007, memory: 5812, loss_cls: 6.0505, loss: 6.0505, grad_norm: 5.9687 2020-10-24 20:56:34,163 - mmaction - INFO - Epoch [73][160/1492] lr: 1.000e-03, eta: 12:50:57, time: 1.037, data_time: 0.016, memory: 5812, loss_cls: 5.9512, loss: 5.9512, grad_norm: 6.0893 2020-10-24 20:56:54,898 - mmaction - INFO - Epoch [73][180/1492] lr: 1.000e-03, eta: 12:50:34, time: 1.040, data_time: 0.013, memory: 5812, loss_cls: 5.9033, loss: 5.9033, grad_norm: 5.9437 2020-10-24 20:57:16,179 - mmaction - INFO - Epoch [73][200/1492] lr: 1.000e-03, eta: 12:50:11, time: 1.066, data_time: 0.009, memory: 5812, loss_cls: 5.8745, loss: 5.8745, grad_norm: 5.9871 2020-10-24 20:57:37,031 - mmaction - INFO - Epoch [73][220/1492] lr: 1.000e-03, eta: 12:49:48, time: 1.046, data_time: 0.006, memory: 5812, loss_cls: 5.8999, loss: 5.8999, grad_norm: 6.0514 2020-10-24 20:57:58,518 - mmaction - INFO - Epoch [73][240/1492] lr: 1.000e-03, eta: 12:49:26, time: 1.069, data_time: 0.005, memory: 5812, loss_cls: 5.8692, loss: 5.8692, grad_norm: 5.9241 2020-10-24 20:58:18,630 - mmaction - INFO - Epoch [73][260/1492] lr: 1.000e-03, eta: 12:49:03, time: 1.011, data_time: 0.008, memory: 5812, loss_cls: 5.9883, loss: 5.9883, grad_norm: 5.9651 2020-10-24 20:58:39,681 - mmaction - INFO - Epoch [73][280/1492] lr: 1.000e-03, eta: 12:48:40, time: 1.045, data_time: 0.004, memory: 5812, loss_cls: 6.0192, loss: 6.0192, grad_norm: 5.9921 2020-10-24 20:59:00,679 - mmaction - INFO - Epoch [73][300/1492] lr: 1.000e-03, eta: 12:48:17, time: 1.053, data_time: 0.012, memory: 5812, loss_cls: 5.9302, loss: 5.9302, grad_norm: 6.0436 2020-10-24 20:59:21,451 - mmaction - INFO - Epoch [73][320/1492] lr: 1.000e-03, eta: 12:47:55, time: 1.040, data_time: 0.006, memory: 5812, loss_cls: 5.9679, loss: 5.9679, grad_norm: 5.9681 2020-10-24 20:59:42,299 - mmaction - INFO - Epoch [73][340/1492] lr: 1.000e-03, eta: 12:47:32, time: 1.040, data_time: 0.006, memory: 5812, loss_cls: 5.9550, loss: 5.9550, grad_norm: 5.9066 2020-10-24 21:00:02,178 - mmaction - INFO - Epoch [73][360/1492] lr: 1.000e-03, eta: 12:47:09, time: 0.997, data_time: 0.007, memory: 5812, loss_cls: 5.8503, loss: 5.8503, grad_norm: 5.9026 2020-10-24 21:00:22,877 - mmaction - INFO - Epoch [73][380/1492] lr: 1.000e-03, eta: 12:46:46, time: 1.038, data_time: 0.005, memory: 5812, loss_cls: 5.9962, loss: 5.9962, grad_norm: 5.9535 2020-10-24 21:00:44,273 - mmaction - INFO - Epoch [73][400/1492] lr: 1.000e-03, eta: 12:46:23, time: 1.070, data_time: 0.001, memory: 5812, loss_cls: 5.9455, loss: 5.9455, grad_norm: 5.9232 2020-10-24 21:01:05,412 - mmaction - INFO - Epoch [73][420/1492] lr: 1.000e-03, eta: 12:46:01, time: 1.045, data_time: 0.005, memory: 5812, loss_cls: 5.9662, loss: 5.9662, grad_norm: 6.0592 2020-10-24 21:01:26,912 - mmaction - INFO - Epoch [73][440/1492] lr: 1.000e-03, eta: 12:45:38, time: 1.079, data_time: 0.016, memory: 5812, loss_cls: 5.9711, loss: 5.9711, grad_norm: 6.0913 2020-10-24 21:01:47,478 - mmaction - INFO - Epoch [73][460/1492] lr: 1.000e-03, eta: 12:45:15, time: 1.031, data_time: 0.009, memory: 5812, loss_cls: 5.9207, loss: 5.9207, grad_norm: 5.9013 2020-10-24 21:02:08,435 - mmaction - INFO - Epoch [73][480/1492] lr: 1.000e-03, eta: 12:44:53, time: 1.041, data_time: 0.012, memory: 5812, loss_cls: 5.9212, loss: 5.9212, grad_norm: 6.0537 2020-10-24 21:02:29,437 - mmaction - INFO - Epoch [73][500/1492] lr: 1.000e-03, eta: 12:44:30, time: 1.062, data_time: 0.015, memory: 5812, loss_cls: 5.8585, loss: 5.8585, grad_norm: 5.9133 2020-10-24 21:02:50,253 - mmaction - INFO - Epoch [73][520/1492] lr: 1.000e-03, eta: 12:44:07, time: 1.036, data_time: 0.003, memory: 5812, loss_cls: 6.1138, loss: 6.1138, grad_norm: 6.0965 2020-10-24 21:03:10,732 - mmaction - INFO - Epoch [73][540/1492] lr: 1.000e-03, eta: 12:43:44, time: 1.028, data_time: 0.009, memory: 5812, loss_cls: 5.9691, loss: 5.9691, grad_norm: 5.9748 2020-10-24 21:03:32,048 - mmaction - INFO - Epoch [73][560/1492] lr: 1.000e-03, eta: 12:43:22, time: 1.060, data_time: 0.002, memory: 5812, loss_cls: 6.0423, loss: 6.0423, grad_norm: 6.0795 2020-10-24 21:03:52,773 - mmaction - INFO - Epoch [73][580/1492] lr: 1.000e-03, eta: 12:42:59, time: 1.038, data_time: 0.010, memory: 5812, loss_cls: 5.9428, loss: 5.9428, grad_norm: 6.0225 2020-10-24 21:04:13,396 - mmaction - INFO - Epoch [73][600/1492] lr: 1.000e-03, eta: 12:42:36, time: 1.028, data_time: 0.007, memory: 5812, loss_cls: 6.0363, loss: 6.0363, grad_norm: 6.1060 2020-10-24 21:04:34,662 - mmaction - INFO - Epoch [73][620/1492] lr: 1.000e-03, eta: 12:42:14, time: 1.071, data_time: 0.010, memory: 5812, loss_cls: 5.9915, loss: 5.9915, grad_norm: 5.9736 2020-10-24 21:04:55,483 - mmaction - INFO - Epoch [73][640/1492] lr: 1.000e-03, eta: 12:41:51, time: 1.041, data_time: 0.001, memory: 5812, loss_cls: 5.9571, loss: 5.9571, grad_norm: 6.0314 2020-10-24 21:05:16,508 - mmaction - INFO - Epoch [73][660/1492] lr: 1.000e-03, eta: 12:41:28, time: 1.046, data_time: 0.007, memory: 5812, loss_cls: 5.9029, loss: 5.9029, grad_norm: 6.0412 2020-10-24 21:05:37,503 - mmaction - INFO - Epoch [73][680/1492] lr: 1.000e-03, eta: 12:41:05, time: 1.054, data_time: 0.007, memory: 5812, loss_cls: 5.9274, loss: 5.9274, grad_norm: 5.9949 2020-10-24 21:05:58,133 - mmaction - INFO - Epoch [73][700/1492] lr: 1.000e-03, eta: 12:40:42, time: 1.018, data_time: 0.006, memory: 5812, loss_cls: 5.9517, loss: 5.9517, grad_norm: 6.0514 2020-10-24 21:06:18,609 - mmaction - INFO - Epoch [73][720/1492] lr: 1.000e-03, eta: 12:40:20, time: 1.028, data_time: 0.017, memory: 5812, loss_cls: 6.0201, loss: 6.0201, grad_norm: 6.0446 2020-10-24 21:06:39,675 - mmaction - INFO - Epoch [73][740/1492] lr: 1.000e-03, eta: 12:39:57, time: 1.061, data_time: 0.015, memory: 5812, loss_cls: 6.0516, loss: 6.0516, grad_norm: 6.1815 2020-10-24 21:07:01,199 - mmaction - INFO - Epoch [73][760/1492] lr: 1.000e-03, eta: 12:39:35, time: 1.070, data_time: 0.005, memory: 5812, loss_cls: 5.9606, loss: 5.9606, grad_norm: 6.0694 2020-10-24 21:07:21,704 - mmaction - INFO - Epoch [73][780/1492] lr: 1.000e-03, eta: 12:39:12, time: 1.028, data_time: 0.010, memory: 5812, loss_cls: 5.9215, loss: 5.9215, grad_norm: 5.9628 2020-10-24 21:07:43,096 - mmaction - INFO - Epoch [73][800/1492] lr: 1.000e-03, eta: 12:38:49, time: 1.070, data_time: 0.008, memory: 5812, loss_cls: 6.0329, loss: 6.0329, grad_norm: 6.0775 2020-10-24 21:08:03,271 - mmaction - INFO - Epoch [73][820/1492] lr: 1.000e-03, eta: 12:38:26, time: 1.015, data_time: 0.011, memory: 5812, loss_cls: 5.8758, loss: 5.8758, grad_norm: 6.0428 2020-10-24 21:08:24,648 - mmaction - INFO - Epoch [73][840/1492] lr: 1.000e-03, eta: 12:38:04, time: 1.061, data_time: 0.005, memory: 5812, loss_cls: 6.0840, loss: 6.0840, grad_norm: 6.1008 2020-10-24 21:08:45,591 - mmaction - INFO - Epoch [73][860/1492] lr: 1.000e-03, eta: 12:37:41, time: 1.051, data_time: 0.012, memory: 5812, loss_cls: 5.9707, loss: 5.9707, grad_norm: 6.0630 2020-10-24 21:09:06,531 - mmaction - INFO - Epoch [73][880/1492] lr: 1.000e-03, eta: 12:37:18, time: 1.050, data_time: 0.009, memory: 5812, loss_cls: 5.9413, loss: 5.9413, grad_norm: 5.9476 2020-10-24 21:09:27,156 - mmaction - INFO - Epoch [73][900/1492] lr: 1.000e-03, eta: 12:36:55, time: 1.031, data_time: 0.005, memory: 5812, loss_cls: 5.9922, loss: 5.9922, grad_norm: 5.9961 2020-10-24 21:09:47,495 - mmaction - INFO - Epoch [73][920/1492] lr: 1.000e-03, eta: 12:36:32, time: 1.016, data_time: 0.004, memory: 5812, loss_cls: 5.9319, loss: 5.9319, grad_norm: 6.0147 2020-10-24 21:10:08,560 - mmaction - INFO - Epoch [73][940/1492] lr: 1.000e-03, eta: 12:36:10, time: 1.055, data_time: 0.007, memory: 5812, loss_cls: 5.9588, loss: 5.9588, grad_norm: 6.0582 2020-10-24 21:10:29,389 - mmaction - INFO - Epoch [73][960/1492] lr: 1.000e-03, eta: 12:35:47, time: 1.038, data_time: 0.003, memory: 5812, loss_cls: 5.9397, loss: 5.9397, grad_norm: 6.1243 2020-10-24 21:10:50,077 - mmaction - INFO - Epoch [73][980/1492] lr: 1.000e-03, eta: 12:35:24, time: 1.030, data_time: 0.008, memory: 5812, loss_cls: 5.9761, loss: 5.9761, grad_norm: 6.1040 2020-10-24 21:11:11,647 - mmaction - INFO - Epoch [73][1000/1492] lr: 1.000e-03, eta: 12:35:02, time: 1.084, data_time: 0.011, memory: 5812, loss_cls: 6.0210, loss: 6.0210, grad_norm: 6.2181 2020-10-24 21:11:31,925 - mmaction - INFO - Epoch [73][1020/1492] lr: 1.000e-03, eta: 12:34:39, time: 1.007, data_time: 0.006, memory: 5812, loss_cls: 5.9807, loss: 5.9807, grad_norm: 6.1266 2020-10-24 21:11:52,602 - mmaction - INFO - Epoch [73][1040/1492] lr: 1.000e-03, eta: 12:34:16, time: 1.042, data_time: 0.013, memory: 5812, loss_cls: 6.0399, loss: 6.0399, grad_norm: 6.1295 2020-10-24 21:12:13,686 - mmaction - INFO - Epoch [73][1060/1492] lr: 1.000e-03, eta: 12:33:53, time: 1.053, data_time: 0.006, memory: 5812, loss_cls: 6.0265, loss: 6.0265, grad_norm: 6.1673 2020-10-24 21:12:34,919 - mmaction - INFO - Epoch [73][1080/1492] lr: 1.000e-03, eta: 12:33:31, time: 1.057, data_time: 0.006, memory: 5812, loss_cls: 5.9254, loss: 5.9254, grad_norm: 5.9978 2020-10-24 21:12:56,246 - mmaction - INFO - Epoch [73][1100/1492] lr: 1.000e-03, eta: 12:33:08, time: 1.063, data_time: 0.010, memory: 5812, loss_cls: 5.8691, loss: 5.8691, grad_norm: 5.9931 2020-10-24 21:13:17,557 - mmaction - INFO - Epoch [73][1120/1492] lr: 1.000e-03, eta: 12:32:46, time: 1.065, data_time: 0.013, memory: 5812, loss_cls: 5.9600, loss: 5.9600, grad_norm: 6.0938 2020-10-24 21:13:37,333 - mmaction - INFO - Epoch [73][1140/1492] lr: 1.000e-03, eta: 12:32:23, time: 0.997, data_time: 0.015, memory: 5812, loss_cls: 5.9945, loss: 5.9945, grad_norm: 6.0229 2020-10-24 21:13:57,882 - mmaction - INFO - Epoch [73][1160/1492] lr: 1.000e-03, eta: 12:32:00, time: 1.028, data_time: 0.006, memory: 5812, loss_cls: 5.7711, loss: 5.7711, grad_norm: 5.8977 2020-10-24 21:14:18,571 - mmaction - INFO - Epoch [73][1180/1492] lr: 1.000e-03, eta: 12:31:37, time: 1.036, data_time: 0.005, memory: 5812, loss_cls: 5.9603, loss: 5.9603, grad_norm: 6.0757 2020-10-24 21:14:39,957 - mmaction - INFO - Epoch [73][1200/1492] lr: 1.000e-03, eta: 12:31:14, time: 1.069, data_time: 0.006, memory: 5812, loss_cls: 5.9637, loss: 5.9637, grad_norm: 5.9868 2020-10-24 21:15:00,452 - mmaction - INFO - Epoch [73][1220/1492] lr: 1.000e-03, eta: 12:30:52, time: 1.027, data_time: 0.005, memory: 5812, loss_cls: 6.0393, loss: 6.0393, grad_norm: 6.1535 2020-10-24 21:15:21,326 - mmaction - INFO - Epoch [73][1240/1492] lr: 1.000e-03, eta: 12:30:29, time: 1.036, data_time: 0.003, memory: 5812, loss_cls: 5.9796, loss: 5.9796, grad_norm: 6.0740 2020-10-24 21:15:41,987 - mmaction - INFO - Epoch [73][1260/1492] lr: 1.000e-03, eta: 12:30:06, time: 1.036, data_time: 0.014, memory: 5812, loss_cls: 6.0401, loss: 6.0401, grad_norm: 6.1365 2020-10-24 21:16:03,372 - mmaction - INFO - Epoch [73][1280/1492] lr: 1.000e-03, eta: 12:29:43, time: 1.073, data_time: 0.007, memory: 5812, loss_cls: 5.8795, loss: 5.8795, grad_norm: 5.9367 2020-10-24 21:16:24,317 - mmaction - INFO - Epoch [73][1300/1492] lr: 1.000e-03, eta: 12:29:21, time: 1.049, data_time: 0.004, memory: 5812, loss_cls: 5.9666, loss: 5.9666, grad_norm: 6.2467 2020-10-24 21:16:45,248 - mmaction - INFO - Epoch [73][1320/1492] lr: 1.000e-03, eta: 12:28:58, time: 1.042, data_time: 0.001, memory: 5812, loss_cls: 5.9436, loss: 5.9436, grad_norm: 6.1237 2020-10-24 21:17:06,426 - mmaction - INFO - Epoch [73][1340/1492] lr: 1.000e-03, eta: 12:28:36, time: 1.063, data_time: 0.005, memory: 5812, loss_cls: 5.9107, loss: 5.9107, grad_norm: 5.9126 2020-10-24 21:17:27,334 - mmaction - INFO - Epoch [73][1360/1492] lr: 1.000e-03, eta: 12:28:13, time: 1.044, data_time: 0.004, memory: 5812, loss_cls: 6.0242, loss: 6.0242, grad_norm: 6.0603 2020-10-24 21:17:48,109 - mmaction - INFO - Epoch [73][1380/1492] lr: 1.000e-03, eta: 12:27:50, time: 1.030, data_time: 0.006, memory: 5812, loss_cls: 5.9403, loss: 5.9403, grad_norm: 6.0920 2020-10-24 21:18:08,183 - mmaction - INFO - Epoch [73][1400/1492] lr: 1.000e-03, eta: 12:27:27, time: 1.009, data_time: 0.011, memory: 5812, loss_cls: 5.9089, loss: 5.9089, grad_norm: 6.0521 2020-10-24 21:18:27,870 - mmaction - INFO - Epoch [73][1420/1492] lr: 1.000e-03, eta: 12:27:04, time: 0.985, data_time: 0.010, memory: 5812, loss_cls: 5.9625, loss: 5.9625, grad_norm: 5.9917 2020-10-24 21:18:48,636 - mmaction - INFO - Epoch [73][1440/1492] lr: 1.000e-03, eta: 12:26:41, time: 1.042, data_time: 0.006, memory: 5812, loss_cls: 5.9558, loss: 5.9558, grad_norm: 6.1149 2020-10-24 21:19:09,768 - mmaction - INFO - Epoch [73][1460/1492] lr: 1.000e-03, eta: 12:26:19, time: 1.053, data_time: 0.005, memory: 5812, loss_cls: 5.9851, loss: 5.9851, grad_norm: 6.0095 2020-10-24 21:19:29,926 - mmaction - INFO - Epoch [73][1480/1492] lr: 1.000e-03, eta: 12:25:56, time: 1.011, data_time: 0.006, memory: 5812, loss_cls: 5.8869, loss: 5.8869, grad_norm: 5.9611 2020-10-24 21:20:57,119 - mmaction - INFO - Epoch [74][20/1492] lr: 1.000e-03, eta: 12:25:30, time: 3.098, data_time: 2.264, memory: 5812, loss_cls: 5.9316, loss: 5.9316, grad_norm: 5.9160 2020-10-24 21:21:17,989 - mmaction - INFO - Epoch [74][40/1492] lr: 1.000e-03, eta: 12:25:07, time: 1.043, data_time: 0.159, memory: 5812, loss_cls: 5.8989, loss: 5.8989, grad_norm: 5.9344 2020-10-24 21:21:39,510 - mmaction - INFO - Epoch [74][60/1492] lr: 1.000e-03, eta: 12:24:45, time: 1.076, data_time: 0.439, memory: 5812, loss_cls: 5.9512, loss: 5.9512, grad_norm: 6.1063 2020-10-24 21:22:00,896 - mmaction - INFO - Epoch [74][80/1492] lr: 1.000e-03, eta: 12:24:22, time: 1.064, data_time: 0.469, memory: 5812, loss_cls: 5.9942, loss: 5.9942, grad_norm: 6.2423 2020-10-24 21:22:23,173 - mmaction - INFO - Epoch [74][100/1492] lr: 1.000e-03, eta: 12:24:00, time: 1.117, data_time: 0.353, memory: 5812, loss_cls: 5.9375, loss: 5.9375, grad_norm: 6.0521 2020-10-24 21:22:44,784 - mmaction - INFO - Epoch [74][120/1492] lr: 1.000e-03, eta: 12:23:37, time: 1.078, data_time: 0.287, memory: 5812, loss_cls: 5.9796, loss: 5.9796, grad_norm: 6.1469 2020-10-24 21:23:05,998 - mmaction - INFO - Epoch [74][140/1492] lr: 1.000e-03, eta: 12:23:15, time: 1.063, data_time: 0.213, memory: 5812, loss_cls: 5.9277, loss: 5.9277, grad_norm: 5.9194 2020-10-24 21:23:27,564 - mmaction - INFO - Epoch [74][160/1492] lr: 1.000e-03, eta: 12:22:52, time: 1.079, data_time: 0.259, memory: 5812, loss_cls: 6.0012, loss: 6.0012, grad_norm: 6.1281 2020-10-24 21:23:48,193 - mmaction - INFO - Epoch [74][180/1492] lr: 1.000e-03, eta: 12:22:30, time: 1.034, data_time: 0.419, memory: 5812, loss_cls: 5.9077, loss: 5.9077, grad_norm: 6.1359 2020-10-24 21:24:09,422 - mmaction - INFO - Epoch [74][200/1492] lr: 1.000e-03, eta: 12:22:07, time: 1.059, data_time: 0.456, memory: 5812, loss_cls: 5.9499, loss: 5.9499, grad_norm: 5.9620 2020-10-24 21:24:30,541 - mmaction - INFO - Epoch [74][220/1492] lr: 1.000e-03, eta: 12:21:44, time: 1.053, data_time: 0.461, memory: 5812, loss_cls: 5.9944, loss: 5.9944, grad_norm: 6.1008 2020-10-24 21:24:51,138 - mmaction - INFO - Epoch [74][240/1492] lr: 1.000e-03, eta: 12:21:22, time: 1.034, data_time: 0.448, memory: 5812, loss_cls: 5.9291, loss: 5.9291, grad_norm: 6.0032 2020-10-24 21:25:12,192 - mmaction - INFO - Epoch [74][260/1492] lr: 1.000e-03, eta: 12:20:59, time: 1.045, data_time: 0.462, memory: 5812, loss_cls: 5.9835, loss: 5.9835, grad_norm: 5.9710 2020-10-24 21:25:33,126 - mmaction - INFO - Epoch [74][280/1492] lr: 1.000e-03, eta: 12:20:36, time: 1.052, data_time: 0.379, memory: 5812, loss_cls: 6.0422, loss: 6.0422, grad_norm: 6.1451 2020-10-24 21:25:55,157 - mmaction - INFO - Epoch [74][300/1492] lr: 1.000e-03, eta: 12:20:14, time: 1.103, data_time: 0.152, memory: 5812, loss_cls: 5.8329, loss: 5.8329, grad_norm: 5.8372 2020-10-24 21:26:16,436 - mmaction - INFO - Epoch [74][320/1492] lr: 1.000e-03, eta: 12:19:51, time: 1.050, data_time: 0.003, memory: 5812, loss_cls: 5.9044, loss: 5.9044, grad_norm: 6.0095 2020-10-24 21:26:37,635 - mmaction - INFO - Epoch [74][340/1492] lr: 1.000e-03, eta: 12:19:29, time: 1.075, data_time: 0.017, memory: 5812, loss_cls: 6.0437, loss: 6.0437, grad_norm: 6.1028 2020-10-24 21:26:58,351 - mmaction - INFO - Epoch [74][360/1492] lr: 1.000e-03, eta: 12:19:06, time: 1.027, data_time: 0.003, memory: 5812, loss_cls: 5.8687, loss: 5.8687, grad_norm: 6.0026 2020-10-24 21:27:19,205 - mmaction - INFO - Epoch [74][380/1492] lr: 1.000e-03, eta: 12:18:43, time: 1.048, data_time: 0.010, memory: 5812, loss_cls: 5.9271, loss: 5.9271, grad_norm: 6.0666 2020-10-24 21:27:39,941 - mmaction - INFO - Epoch [74][400/1492] lr: 1.000e-03, eta: 12:18:21, time: 1.040, data_time: 0.005, memory: 5812, loss_cls: 5.9560, loss: 5.9560, grad_norm: 6.0770 2020-10-24 21:28:01,408 - mmaction - INFO - Epoch [74][420/1492] lr: 1.000e-03, eta: 12:17:58, time: 1.063, data_time: 0.003, memory: 5812, loss_cls: 6.1032, loss: 6.1032, grad_norm: 6.1108 2020-10-24 21:28:22,480 - mmaction - INFO - Epoch [74][440/1492] lr: 1.000e-03, eta: 12:17:35, time: 1.057, data_time: 0.015, memory: 5812, loss_cls: 6.0505, loss: 6.0505, grad_norm: 6.1016 2020-10-24 21:28:43,669 - mmaction - INFO - Epoch [74][460/1492] lr: 1.000e-03, eta: 12:17:13, time: 1.060, data_time: 0.011, memory: 5812, loss_cls: 6.0137, loss: 6.0137, grad_norm: 6.1517 2020-10-24 21:29:04,388 - mmaction - INFO - Epoch [74][480/1492] lr: 1.000e-03, eta: 12:16:50, time: 1.036, data_time: 0.011, memory: 5812, loss_cls: 5.8978, loss: 5.8978, grad_norm: 6.1282 2020-10-24 21:29:25,654 - mmaction - INFO - Epoch [74][500/1492] lr: 1.000e-03, eta: 12:16:28, time: 1.068, data_time: 0.011, memory: 5812, loss_cls: 5.9530, loss: 5.9530, grad_norm: 6.0463 2020-10-24 21:29:46,752 - mmaction - INFO - Epoch [74][520/1492] lr: 1.000e-03, eta: 12:16:05, time: 1.048, data_time: 0.003, memory: 5812, loss_cls: 6.0233, loss: 6.0233, grad_norm: 6.0882 2020-10-24 21:30:08,664 - mmaction - INFO - Epoch [74][540/1492] lr: 1.000e-03, eta: 12:15:43, time: 1.103, data_time: 0.010, memory: 5812, loss_cls: 5.8378, loss: 5.8378, grad_norm: 6.0668 2020-10-24 21:30:29,714 - mmaction - INFO - Epoch [74][560/1492] lr: 1.000e-03, eta: 12:15:20, time: 1.049, data_time: 0.006, memory: 5812, loss_cls: 5.9425, loss: 5.9425, grad_norm: 6.0500 2020-10-24 21:30:50,799 - mmaction - INFO - Epoch [74][580/1492] lr: 1.000e-03, eta: 12:14:57, time: 1.054, data_time: 0.008, memory: 5812, loss_cls: 5.8281, loss: 5.8281, grad_norm: 5.9609 2020-10-24 21:31:11,738 - mmaction - INFO - Epoch [74][600/1492] lr: 1.000e-03, eta: 12:14:35, time: 1.038, data_time: 0.011, memory: 5812, loss_cls: 5.9860, loss: 5.9860, grad_norm: 6.1429 2020-10-24 21:31:32,518 - mmaction - INFO - Epoch [74][620/1492] lr: 1.000e-03, eta: 12:14:12, time: 1.047, data_time: 0.024, memory: 5812, loss_cls: 5.9681, loss: 5.9681, grad_norm: 6.0122 2020-10-24 21:31:53,075 - mmaction - INFO - Epoch [74][640/1492] lr: 1.000e-03, eta: 12:13:49, time: 1.031, data_time: 0.008, memory: 5812, loss_cls: 5.9667, loss: 5.9667, grad_norm: 6.1003 2020-10-24 21:32:14,330 - mmaction - INFO - Epoch [74][660/1492] lr: 1.000e-03, eta: 12:13:27, time: 1.064, data_time: 0.008, memory: 5812, loss_cls: 6.0369, loss: 6.0369, grad_norm: 6.0084 2020-10-24 21:32:35,065 - mmaction - INFO - Epoch [74][680/1492] lr: 1.000e-03, eta: 12:13:04, time: 1.031, data_time: 0.006, memory: 5812, loss_cls: 6.0946, loss: 6.0946, grad_norm: 6.1113 2020-10-24 21:32:55,963 - mmaction - INFO - Epoch [74][700/1492] lr: 1.000e-03, eta: 12:12:41, time: 1.044, data_time: 0.010, memory: 5812, loss_cls: 5.9415, loss: 5.9415, grad_norm: 5.9993 2020-10-24 21:33:17,017 - mmaction - INFO - Epoch [74][720/1492] lr: 1.000e-03, eta: 12:12:18, time: 1.059, data_time: 0.007, memory: 5812, loss_cls: 5.9815, loss: 5.9815, grad_norm: 6.0579 2020-10-24 21:33:38,281 - mmaction - INFO - Epoch [74][740/1492] lr: 1.000e-03, eta: 12:11:56, time: 1.063, data_time: 0.002, memory: 5812, loss_cls: 5.9384, loss: 5.9384, grad_norm: 6.0294 2020-10-24 21:33:58,780 - mmaction - INFO - Epoch [74][760/1492] lr: 1.000e-03, eta: 12:11:33, time: 1.023, data_time: 0.002, memory: 5812, loss_cls: 5.9551, loss: 5.9551, grad_norm: 6.0659 2020-10-24 21:34:19,664 - mmaction - INFO - Epoch [74][780/1492] lr: 1.000e-03, eta: 12:11:10, time: 1.039, data_time: 0.003, memory: 5812, loss_cls: 5.9485, loss: 5.9485, grad_norm: 6.1099 2020-10-24 21:34:40,522 - mmaction - INFO - Epoch [74][800/1492] lr: 1.000e-03, eta: 12:10:48, time: 1.049, data_time: 0.020, memory: 5812, loss_cls: 5.8681, loss: 5.8681, grad_norm: 6.0380 2020-10-24 21:35:01,946 - mmaction - INFO - Epoch [74][820/1492] lr: 1.000e-03, eta: 12:10:25, time: 1.070, data_time: 0.001, memory: 5812, loss_cls: 5.9094, loss: 5.9094, grad_norm: 6.0741 2020-10-24 21:35:22,578 - mmaction - INFO - Epoch [74][840/1492] lr: 1.000e-03, eta: 12:10:02, time: 1.021, data_time: 0.004, memory: 5812, loss_cls: 6.0991, loss: 6.0991, grad_norm: 6.2006 2020-10-24 21:35:43,561 - mmaction - INFO - Epoch [74][860/1492] lr: 1.000e-03, eta: 12:09:40, time: 1.059, data_time: 0.014, memory: 5812, loss_cls: 5.9712, loss: 5.9712, grad_norm: 5.9624 2020-10-24 21:36:04,667 - mmaction - INFO - Epoch [74][880/1492] lr: 1.000e-03, eta: 12:09:17, time: 1.047, data_time: 0.004, memory: 5812, loss_cls: 6.0981, loss: 6.0981, grad_norm: 6.1186 2020-10-24 21:36:25,657 - mmaction - INFO - Epoch [74][900/1492] lr: 1.000e-03, eta: 12:08:55, time: 1.054, data_time: 0.015, memory: 5812, loss_cls: 5.9034, loss: 5.9034, grad_norm: 6.0209 2020-10-24 21:36:46,749 - mmaction - INFO - Epoch [74][920/1492] lr: 1.000e-03, eta: 12:08:32, time: 1.059, data_time: 0.010, memory: 5812, loss_cls: 6.0095, loss: 6.0095, grad_norm: 6.3076 2020-10-24 21:37:08,317 - mmaction - INFO - Epoch [74][940/1492] lr: 1.000e-03, eta: 12:08:09, time: 1.076, data_time: 0.004, memory: 5812, loss_cls: 5.8763, loss: 5.8763, grad_norm: 6.0223 2020-10-24 21:37:29,163 - mmaction - INFO - Epoch [74][960/1492] lr: 1.000e-03, eta: 12:07:47, time: 1.036, data_time: 0.006, memory: 5812, loss_cls: 6.0591, loss: 6.0591, grad_norm: 6.0998 2020-10-24 21:37:50,021 - mmaction - INFO - Epoch [74][980/1492] lr: 1.000e-03, eta: 12:07:24, time: 1.052, data_time: 0.013, memory: 5812, loss_cls: 5.9386, loss: 5.9386, grad_norm: 6.0445 2020-10-24 21:38:11,376 - mmaction - INFO - Epoch [74][1000/1492] lr: 1.000e-03, eta: 12:07:02, time: 1.062, data_time: 0.004, memory: 5812, loss_cls: 5.8881, loss: 5.8881, grad_norm: 5.9883 2020-10-24 21:38:32,464 - mmaction - INFO - Epoch [74][1020/1492] lr: 1.000e-03, eta: 12:06:39, time: 1.055, data_time: 0.009, memory: 5812, loss_cls: 5.9691, loss: 5.9691, grad_norm: 6.0941 2020-10-24 21:38:53,772 - mmaction - INFO - Epoch [74][1040/1492] lr: 1.000e-03, eta: 12:06:16, time: 1.070, data_time: 0.009, memory: 5812, loss_cls: 5.9940, loss: 5.9940, grad_norm: 6.0421 2020-10-24 21:39:14,604 - mmaction - INFO - Epoch [74][1060/1492] lr: 1.000e-03, eta: 12:05:54, time: 1.039, data_time: 0.005, memory: 5812, loss_cls: 5.9475, loss: 5.9475, grad_norm: 5.9811 2020-10-24 21:39:35,658 - mmaction - INFO - Epoch [74][1080/1492] lr: 1.000e-03, eta: 12:05:31, time: 1.043, data_time: 0.006, memory: 5812, loss_cls: 5.9005, loss: 5.9005, grad_norm: 6.0822 2020-10-24 21:39:56,449 - mmaction - INFO - Epoch [74][1100/1492] lr: 1.000e-03, eta: 12:05:08, time: 1.042, data_time: 0.016, memory: 5812, loss_cls: 5.9725, loss: 5.9725, grad_norm: 6.0919 2020-10-24 21:40:18,204 - mmaction - INFO - Epoch [74][1120/1492] lr: 1.000e-03, eta: 12:04:46, time: 1.099, data_time: 0.013, memory: 5812, loss_cls: 5.9361, loss: 5.9361, grad_norm: 6.0921 2020-10-24 21:40:38,909 - mmaction - INFO - Epoch [74][1140/1492] lr: 1.000e-03, eta: 12:04:23, time: 1.025, data_time: 0.002, memory: 5812, loss_cls: 5.9396, loss: 5.9396, grad_norm: 5.9131 2020-10-24 21:40:59,224 - mmaction - INFO - Epoch [74][1160/1492] lr: 1.000e-03, eta: 12:04:00, time: 1.025, data_time: 0.011, memory: 5812, loss_cls: 6.0046, loss: 6.0046, grad_norm: 6.1046 2020-10-24 21:41:20,489 - mmaction - INFO - Epoch [74][1180/1492] lr: 1.000e-03, eta: 12:03:38, time: 1.056, data_time: 0.002, memory: 5812, loss_cls: 5.9942, loss: 5.9942, grad_norm: 6.0696 2020-10-24 21:41:41,474 - mmaction - INFO - Epoch [74][1200/1492] lr: 1.000e-03, eta: 12:03:15, time: 1.057, data_time: 0.010, memory: 5812, loss_cls: 5.8703, loss: 5.8703, grad_norm: 6.1176 2020-10-24 21:42:02,849 - mmaction - INFO - Epoch [74][1220/1492] lr: 1.000e-03, eta: 12:02:53, time: 1.068, data_time: 0.005, memory: 5812, loss_cls: 5.9824, loss: 5.9824, grad_norm: 6.1860 2020-10-24 21:42:24,055 - mmaction - INFO - Epoch [74][1240/1492] lr: 1.000e-03, eta: 12:02:30, time: 1.061, data_time: 0.003, memory: 5812, loss_cls: 6.0134, loss: 6.0134, grad_norm: 6.0193 2020-10-24 21:42:44,901 - mmaction - INFO - Epoch [74][1260/1492] lr: 1.000e-03, eta: 12:02:08, time: 1.042, data_time: 0.001, memory: 5812, loss_cls: 5.9713, loss: 5.9713, grad_norm: 6.1033 2020-10-24 21:43:05,913 - mmaction - INFO - Epoch [74][1280/1492] lr: 1.000e-03, eta: 12:01:45, time: 1.047, data_time: 0.006, memory: 5812, loss_cls: 5.8603, loss: 5.8603, grad_norm: 6.0086 2020-10-24 21:43:26,702 - mmaction - INFO - Epoch [74][1300/1492] lr: 1.000e-03, eta: 12:01:22, time: 1.038, data_time: 0.006, memory: 5812, loss_cls: 5.9499, loss: 5.9499, grad_norm: 6.0490 2020-10-24 21:43:47,402 - mmaction - INFO - Epoch [74][1320/1492] lr: 1.000e-03, eta: 12:00:59, time: 1.038, data_time: 0.007, memory: 5812, loss_cls: 5.9125, loss: 5.9125, grad_norm: 6.1062 2020-10-24 21:44:08,630 - mmaction - INFO - Epoch [74][1340/1492] lr: 1.000e-03, eta: 12:00:37, time: 1.055, data_time: 0.005, memory: 5812, loss_cls: 5.9350, loss: 5.9350, grad_norm: 6.1567 2020-10-24 21:44:29,655 - mmaction - INFO - Epoch [74][1360/1492] lr: 1.000e-03, eta: 12:00:14, time: 1.052, data_time: 0.010, memory: 5812, loss_cls: 5.9855, loss: 5.9855, grad_norm: 6.1238 2020-10-24 21:44:50,634 - mmaction - INFO - Epoch [74][1380/1492] lr: 1.000e-03, eta: 11:59:52, time: 1.046, data_time: 0.010, memory: 5812, loss_cls: 5.9845, loss: 5.9845, grad_norm: 6.1907 2020-10-24 21:45:12,147 - mmaction - INFO - Epoch [74][1400/1492] lr: 1.000e-03, eta: 11:59:29, time: 1.087, data_time: 0.013, memory: 5812, loss_cls: 5.9926, loss: 5.9926, grad_norm: 6.0616 2020-10-24 21:45:32,947 - mmaction - INFO - Epoch [74][1420/1492] lr: 1.000e-03, eta: 11:59:06, time: 1.031, data_time: 0.001, memory: 5812, loss_cls: 6.0584, loss: 6.0584, grad_norm: 6.0281 2020-10-24 21:45:53,749 - mmaction - INFO - Epoch [74][1440/1492] lr: 1.000e-03, eta: 11:58:44, time: 1.048, data_time: 0.011, memory: 5812, loss_cls: 5.9386, loss: 5.9386, grad_norm: 6.1635 2020-10-24 21:46:14,833 - mmaction - INFO - Epoch [74][1460/1492] lr: 1.000e-03, eta: 11:58:21, time: 1.047, data_time: 0.002, memory: 5812, loss_cls: 5.9333, loss: 5.9333, grad_norm: 6.1844 2020-10-24 21:46:36,287 - mmaction - INFO - Epoch [74][1480/1492] lr: 1.000e-03, eta: 11:57:59, time: 1.076, data_time: 0.010, memory: 5812, loss_cls: 6.0072, loss: 6.0072, grad_norm: 6.0960 2020-10-24 21:47:28,748 - mmaction - INFO - Epoch [75][20/1492] lr: 1.000e-03, eta: 11:57:24, time: 1.942, data_time: 1.454, memory: 5812, loss_cls: 5.8662, loss: 5.8662, grad_norm: 5.9191 2020-10-24 21:47:50,419 - mmaction - INFO - Epoch [75][40/1492] lr: 1.000e-03, eta: 11:57:02, time: 1.087, data_time: 0.560, memory: 5812, loss_cls: 5.9884, loss: 5.9884, grad_norm: 6.1331 2020-10-24 21:48:12,548 - mmaction - INFO - Epoch [75][60/1492] lr: 1.000e-03, eta: 11:56:40, time: 1.107, data_time: 0.524, memory: 5812, loss_cls: 5.8680, loss: 5.8680, grad_norm: 5.9222 2020-10-24 21:48:33,132 - mmaction - INFO - Epoch [75][80/1492] lr: 1.000e-03, eta: 11:56:17, time: 1.024, data_time: 0.422, memory: 5812, loss_cls: 5.9521, loss: 5.9521, grad_norm: 6.1130 2020-10-24 21:48:53,801 - mmaction - INFO - Epoch [75][100/1492] lr: 1.000e-03, eta: 11:55:54, time: 1.035, data_time: 0.429, memory: 5812, loss_cls: 5.8809, loss: 5.8809, grad_norm: 5.9868 2020-10-24 21:49:14,400 - mmaction - INFO - Epoch [75][120/1492] lr: 1.000e-03, eta: 11:55:31, time: 1.023, data_time: 0.437, memory: 5812, loss_cls: 5.9760, loss: 5.9760, grad_norm: 6.1430 2020-10-24 21:49:35,248 - mmaction - INFO - Epoch [75][140/1492] lr: 1.000e-03, eta: 11:55:09, time: 1.046, data_time: 0.439, memory: 5812, loss_cls: 5.9762, loss: 5.9762, grad_norm: 6.0343 2020-10-24 21:49:56,163 - mmaction - INFO - Epoch [75][160/1492] lr: 1.000e-03, eta: 11:54:46, time: 1.049, data_time: 0.451, memory: 5812, loss_cls: 6.0021, loss: 6.0021, grad_norm: 6.1524 2020-10-24 21:50:16,915 - mmaction - INFO - Epoch [75][180/1492] lr: 1.000e-03, eta: 11:54:23, time: 1.034, data_time: 0.440, memory: 5812, loss_cls: 6.0091, loss: 6.0091, grad_norm: 6.1043 2020-10-24 21:50:37,481 - mmaction - INFO - Epoch [75][200/1492] lr: 1.000e-03, eta: 11:54:01, time: 1.033, data_time: 0.448, memory: 5812, loss_cls: 5.9577, loss: 5.9577, grad_norm: 6.0908 2020-10-24 21:50:58,224 - mmaction - INFO - Epoch [75][220/1492] lr: 1.000e-03, eta: 11:53:38, time: 1.036, data_time: 0.459, memory: 5812, loss_cls: 6.0582, loss: 6.0582, grad_norm: 6.1838 2020-10-24 21:51:18,930 - mmaction - INFO - Epoch [75][240/1492] lr: 1.000e-03, eta: 11:53:15, time: 1.031, data_time: 0.424, memory: 5812, loss_cls: 5.9457, loss: 5.9457, grad_norm: 6.1601 2020-10-24 21:51:39,376 - mmaction - INFO - Epoch [75][260/1492] lr: 1.000e-03, eta: 11:52:52, time: 1.023, data_time: 0.271, memory: 5812, loss_cls: 6.0128, loss: 6.0128, grad_norm: 6.0380 2020-10-24 21:52:00,502 - mmaction - INFO - Epoch [75][280/1492] lr: 1.000e-03, eta: 11:52:30, time: 1.062, data_time: 0.175, memory: 5812, loss_cls: 6.0186, loss: 6.0186, grad_norm: 6.1023 2020-10-24 21:52:20,849 - mmaction - INFO - Epoch [75][300/1492] lr: 1.000e-03, eta: 11:52:07, time: 1.020, data_time: 0.008, memory: 5812, loss_cls: 5.9299, loss: 5.9299, grad_norm: 6.0588 2020-10-24 21:52:41,973 - mmaction - INFO - Epoch [75][320/1492] lr: 1.000e-03, eta: 11:51:44, time: 1.053, data_time: 0.185, memory: 5812, loss_cls: 5.9914, loss: 5.9914, grad_norm: 6.1531 2020-10-24 21:53:03,233 - mmaction - INFO - Epoch [75][340/1492] lr: 1.000e-03, eta: 11:51:22, time: 1.065, data_time: 0.456, memory: 5812, loss_cls: 5.8683, loss: 5.8683, grad_norm: 6.0377 2020-10-24 21:53:24,016 - mmaction - INFO - Epoch [75][360/1492] lr: 1.000e-03, eta: 11:50:59, time: 1.032, data_time: 0.436, memory: 5812, loss_cls: 5.8015, loss: 5.8015, grad_norm: 5.9353 2020-10-24 21:53:44,857 - mmaction - INFO - Epoch [75][380/1492] lr: 1.000e-03, eta: 11:50:36, time: 1.045, data_time: 0.461, memory: 5812, loss_cls: 5.8961, loss: 5.8961, grad_norm: 5.9706 2020-10-24 21:54:04,564 - mmaction - INFO - Epoch [75][400/1492] lr: 1.000e-03, eta: 11:50:13, time: 0.991, data_time: 0.413, memory: 5812, loss_cls: 5.7990, loss: 5.7990, grad_norm: 6.0400 2020-10-24 21:54:25,524 - mmaction - INFO - Epoch [75][420/1492] lr: 1.000e-03, eta: 11:49:51, time: 1.047, data_time: 0.440, memory: 5812, loss_cls: 5.9826, loss: 5.9826, grad_norm: 5.9690 2020-10-24 21:54:45,552 - mmaction - INFO - Epoch [75][440/1492] lr: 1.000e-03, eta: 11:49:28, time: 0.998, data_time: 0.416, memory: 5812, loss_cls: 5.9227, loss: 5.9227, grad_norm: 6.1038 2020-10-24 21:55:06,357 - mmaction - INFO - Epoch [75][460/1492] lr: 1.000e-03, eta: 11:49:05, time: 1.041, data_time: 0.461, memory: 5812, loss_cls: 5.9368, loss: 5.9368, grad_norm: 6.1757 2020-10-24 21:55:26,242 - mmaction - INFO - Epoch [75][480/1492] lr: 1.000e-03, eta: 11:48:42, time: 0.992, data_time: 0.411, memory: 5812, loss_cls: 5.9567, loss: 5.9567, grad_norm: 6.1323 2020-10-24 21:55:46,824 - mmaction - INFO - Epoch [75][500/1492] lr: 1.000e-03, eta: 11:48:19, time: 1.035, data_time: 0.433, memory: 5812, loss_cls: 6.1020, loss: 6.1020, grad_norm: 6.1401 2020-10-24 21:56:07,686 - mmaction - INFO - Epoch [75][520/1492] lr: 1.000e-03, eta: 11:47:57, time: 1.039, data_time: 0.410, memory: 5812, loss_cls: 5.9887, loss: 5.9887, grad_norm: 6.1624 2020-10-24 21:56:28,695 - mmaction - INFO - Epoch [75][540/1492] lr: 1.000e-03, eta: 11:47:34, time: 1.053, data_time: 0.462, memory: 5812, loss_cls: 5.9065, loss: 5.9065, grad_norm: 6.1215 2020-10-24 21:56:48,427 - mmaction - INFO - Epoch [75][560/1492] lr: 1.000e-03, eta: 11:47:11, time: 0.985, data_time: 0.396, memory: 5812, loss_cls: 5.9469, loss: 5.9469, grad_norm: 6.0940 2020-10-24 21:57:09,624 - mmaction - INFO - Epoch [75][580/1492] lr: 1.000e-03, eta: 11:46:48, time: 1.051, data_time: 0.449, memory: 5812, loss_cls: 5.9073, loss: 5.9073, grad_norm: 6.1193 2020-10-24 21:57:30,388 - mmaction - INFO - Epoch [75][600/1492] lr: 1.000e-03, eta: 11:46:26, time: 1.040, data_time: 0.424, memory: 5812, loss_cls: 5.9902, loss: 5.9902, grad_norm: 6.1538 2020-10-24 21:57:50,880 - mmaction - INFO - Epoch [75][620/1492] lr: 1.000e-03, eta: 11:46:03, time: 1.032, data_time: 0.449, memory: 5812, loss_cls: 6.0276, loss: 6.0276, grad_norm: 6.0861 2020-10-24 21:58:11,346 - mmaction - INFO - Epoch [75][640/1492] lr: 1.000e-03, eta: 11:45:40, time: 1.021, data_time: 0.437, memory: 5812, loss_cls: 6.0307, loss: 6.0307, grad_norm: 6.1962 2020-10-24 21:58:32,005 - mmaction - INFO - Epoch [75][660/1492] lr: 1.000e-03, eta: 11:45:18, time: 1.034, data_time: 0.445, memory: 5812, loss_cls: 5.9892, loss: 5.9892, grad_norm: 6.0497 2020-10-24 21:58:52,953 - mmaction - INFO - Epoch [75][680/1492] lr: 1.000e-03, eta: 11:44:55, time: 1.042, data_time: 0.445, memory: 5812, loss_cls: 5.9525, loss: 5.9525, grad_norm: 6.1307 2020-10-24 21:59:13,709 - mmaction - INFO - Epoch [75][700/1492] lr: 1.000e-03, eta: 11:44:32, time: 1.043, data_time: 0.465, memory: 5812, loss_cls: 6.0131, loss: 6.0131, grad_norm: 6.1983 2020-10-24 21:59:34,097 - mmaction - INFO - Epoch [75][720/1492] lr: 1.000e-03, eta: 11:44:09, time: 1.021, data_time: 0.436, memory: 5812, loss_cls: 5.9682, loss: 5.9682, grad_norm: 6.0822 2020-10-24 21:59:54,985 - mmaction - INFO - Epoch [75][740/1492] lr: 1.000e-03, eta: 11:43:47, time: 1.044, data_time: 0.426, memory: 5812, loss_cls: 5.8809, loss: 5.8809, grad_norm: 6.0418 2020-10-24 22:00:16,015 - mmaction - INFO - Epoch [75][760/1492] lr: 1.000e-03, eta: 11:43:24, time: 1.047, data_time: 0.454, memory: 5812, loss_cls: 5.9285, loss: 5.9285, grad_norm: 6.0973 2020-10-24 22:00:37,536 - mmaction - INFO - Epoch [75][780/1492] lr: 1.000e-03, eta: 11:43:02, time: 1.083, data_time: 0.485, memory: 5812, loss_cls: 5.9570, loss: 5.9570, grad_norm: 6.1780 2020-10-24 22:00:57,750 - mmaction - INFO - Epoch [75][800/1492] lr: 1.000e-03, eta: 11:42:39, time: 1.005, data_time: 0.427, memory: 5812, loss_cls: 5.9683, loss: 5.9683, grad_norm: 6.1113 2020-10-24 22:01:18,605 - mmaction - INFO - Epoch [75][820/1492] lr: 1.000e-03, eta: 11:42:16, time: 1.044, data_time: 0.455, memory: 5812, loss_cls: 5.9022, loss: 5.9022, grad_norm: 6.1263 2020-10-24 22:01:39,294 - mmaction - INFO - Epoch [75][840/1492] lr: 1.000e-03, eta: 11:41:54, time: 1.032, data_time: 0.456, memory: 5812, loss_cls: 5.8847, loss: 5.8847, grad_norm: 6.0357 2020-10-24 22:02:00,137 - mmaction - INFO - Epoch [75][860/1492] lr: 1.000e-03, eta: 11:41:31, time: 1.049, data_time: 0.428, memory: 5812, loss_cls: 5.9474, loss: 5.9474, grad_norm: 6.1041 2020-10-24 22:02:19,462 - mmaction - INFO - Epoch [75][880/1492] lr: 1.000e-03, eta: 11:41:08, time: 0.964, data_time: 0.376, memory: 5812, loss_cls: 5.9474, loss: 5.9474, grad_norm: 6.1112 2020-10-24 22:02:40,673 - mmaction - INFO - Epoch [75][900/1492] lr: 1.000e-03, eta: 11:40:45, time: 1.060, data_time: 0.458, memory: 5812, loss_cls: 5.9786, loss: 5.9786, grad_norm: 6.0131 2020-10-24 22:03:01,772 - mmaction - INFO - Epoch [75][920/1492] lr: 1.000e-03, eta: 11:40:23, time: 1.056, data_time: 0.450, memory: 5812, loss_cls: 5.9177, loss: 5.9177, grad_norm: 6.1935 2020-10-24 22:03:22,463 - mmaction - INFO - Epoch [75][940/1492] lr: 1.000e-03, eta: 11:40:00, time: 1.025, data_time: 0.453, memory: 5812, loss_cls: 5.9721, loss: 5.9721, grad_norm: 6.1086 2020-10-24 22:03:43,337 - mmaction - INFO - Epoch [75][960/1492] lr: 1.000e-03, eta: 11:39:37, time: 1.046, data_time: 0.447, memory: 5812, loss_cls: 5.9262, loss: 5.9262, grad_norm: 6.0299 2020-10-24 22:04:03,785 - mmaction - INFO - Epoch [75][980/1492] lr: 1.000e-03, eta: 11:39:14, time: 1.025, data_time: 0.431, memory: 5812, loss_cls: 6.0271, loss: 6.0271, grad_norm: 6.0974 2020-10-24 22:04:24,425 - mmaction - INFO - Epoch [75][1000/1492] lr: 1.000e-03, eta: 11:38:52, time: 1.037, data_time: 0.460, memory: 5812, loss_cls: 5.9518, loss: 5.9518, grad_norm: 6.1868 2020-10-24 22:04:44,598 - mmaction - INFO - Epoch [75][1020/1492] lr: 1.000e-03, eta: 11:38:29, time: 0.998, data_time: 0.420, memory: 5812, loss_cls: 6.0320, loss: 6.0320, grad_norm: 6.1148 2020-10-24 22:05:05,222 - mmaction - INFO - Epoch [75][1040/1492] lr: 1.000e-03, eta: 11:38:06, time: 1.039, data_time: 0.457, memory: 5812, loss_cls: 6.0188, loss: 6.0188, grad_norm: 6.1186 2020-10-24 22:05:26,275 - mmaction - INFO - Epoch [75][1060/1492] lr: 1.000e-03, eta: 11:37:44, time: 1.046, data_time: 0.446, memory: 5812, loss_cls: 5.9113, loss: 5.9113, grad_norm: 6.0462 2020-10-24 22:05:47,076 - mmaction - INFO - Epoch [75][1080/1492] lr: 1.000e-03, eta: 11:37:21, time: 1.048, data_time: 0.462, memory: 5812, loss_cls: 5.8988, loss: 5.8988, grad_norm: 6.1389 2020-10-24 22:06:07,135 - mmaction - INFO - Epoch [75][1100/1492] lr: 1.000e-03, eta: 11:36:58, time: 0.997, data_time: 0.411, memory: 5812, loss_cls: 5.9399, loss: 5.9399, grad_norm: 6.0274 2020-10-24 22:06:27,846 - mmaction - INFO - Epoch [75][1120/1492] lr: 1.000e-03, eta: 11:36:35, time: 1.039, data_time: 0.469, memory: 5812, loss_cls: 6.0182, loss: 6.0182, grad_norm: 6.1448 2020-10-24 22:06:48,882 - mmaction - INFO - Epoch [75][1140/1492] lr: 1.000e-03, eta: 11:36:13, time: 1.055, data_time: 0.462, memory: 5812, loss_cls: 5.9824, loss: 5.9824, grad_norm: 6.1874 2020-10-24 22:07:09,341 - mmaction - INFO - Epoch [75][1160/1492] lr: 1.000e-03, eta: 11:35:50, time: 1.020, data_time: 0.411, memory: 5812, loss_cls: 5.8757, loss: 5.8757, grad_norm: 6.1100 2020-10-24 22:07:30,120 - mmaction - INFO - Epoch [75][1180/1492] lr: 1.000e-03, eta: 11:35:27, time: 1.036, data_time: 0.435, memory: 5812, loss_cls: 6.0198, loss: 6.0198, grad_norm: 6.2858 2020-10-24 22:07:50,650 - mmaction - INFO - Epoch [75][1200/1492] lr: 1.000e-03, eta: 11:35:05, time: 1.027, data_time: 0.437, memory: 5812, loss_cls: 5.8541, loss: 5.8541, grad_norm: 5.9064 2020-10-24 22:08:11,176 - mmaction - INFO - Epoch [75][1220/1492] lr: 1.000e-03, eta: 11:34:42, time: 1.031, data_time: 0.466, memory: 5812, loss_cls: 5.9812, loss: 5.9812, grad_norm: 6.0925 2020-10-24 22:08:31,487 - mmaction - INFO - Epoch [75][1240/1492] lr: 1.000e-03, eta: 11:34:19, time: 1.009, data_time: 0.412, memory: 5812, loss_cls: 6.0427, loss: 6.0427, grad_norm: 6.0605 2020-10-24 22:08:51,944 - mmaction - INFO - Epoch [75][1260/1492] lr: 1.000e-03, eta: 11:33:56, time: 1.029, data_time: 0.450, memory: 5812, loss_cls: 5.9508, loss: 5.9508, grad_norm: 6.1298 2020-10-24 22:09:13,415 - mmaction - INFO - Epoch [75][1280/1492] lr: 1.000e-03, eta: 11:33:34, time: 1.074, data_time: 0.442, memory: 5812, loss_cls: 6.0258, loss: 6.0258, grad_norm: 6.2022 2020-10-24 22:09:34,115 - mmaction - INFO - Epoch [75][1300/1492] lr: 1.000e-03, eta: 11:33:11, time: 1.028, data_time: 0.423, memory: 5812, loss_cls: 5.9240, loss: 5.9240, grad_norm: 6.0100 2020-10-24 22:09:55,079 - mmaction - INFO - Epoch [75][1320/1492] lr: 1.000e-03, eta: 11:32:49, time: 1.054, data_time: 0.468, memory: 5812, loss_cls: 5.9681, loss: 5.9681, grad_norm: 6.0643 2020-10-24 22:10:15,675 - mmaction - INFO - Epoch [75][1340/1492] lr: 1.000e-03, eta: 11:32:26, time: 1.025, data_time: 0.403, memory: 5812, loss_cls: 5.9388, loss: 5.9388, grad_norm: 6.1414 2020-10-24 22:10:36,094 - mmaction - INFO - Epoch [75][1360/1492] lr: 1.000e-03, eta: 11:32:03, time: 1.017, data_time: 0.437, memory: 5812, loss_cls: 5.9749, loss: 5.9749, grad_norm: 6.2245 2020-10-24 22:10:57,167 - mmaction - INFO - Epoch [75][1380/1492] lr: 1.000e-03, eta: 11:31:40, time: 1.060, data_time: 0.455, memory: 5812, loss_cls: 5.8439, loss: 5.8439, grad_norm: 6.1909 2020-10-24 22:11:18,220 - mmaction - INFO - Epoch [75][1400/1492] lr: 1.000e-03, eta: 11:31:18, time: 1.053, data_time: 0.453, memory: 5812, loss_cls: 6.0617, loss: 6.0617, grad_norm: 6.2286 2020-10-24 22:11:38,467 - mmaction - INFO - Epoch [75][1420/1492] lr: 1.000e-03, eta: 11:30:55, time: 1.015, data_time: 0.416, memory: 5812, loss_cls: 5.9696, loss: 5.9696, grad_norm: 6.0869 2020-10-24 22:11:59,266 - mmaction - INFO - Epoch [75][1440/1492] lr: 1.000e-03, eta: 11:30:32, time: 1.040, data_time: 0.441, memory: 5812, loss_cls: 6.0616, loss: 6.0616, grad_norm: 6.1603 2020-10-24 22:12:19,650 - mmaction - INFO - Epoch [75][1460/1492] lr: 1.000e-03, eta: 11:30:10, time: 1.018, data_time: 0.450, memory: 5812, loss_cls: 5.9128, loss: 5.9128, grad_norm: 6.1025 2020-10-24 22:12:41,084 - mmaction - INFO - Epoch [75][1480/1492] lr: 1.000e-03, eta: 11:29:47, time: 1.072, data_time: 0.461, memory: 5812, loss_cls: 5.9623, loss: 5.9623, grad_norm: 6.0835 2020-10-24 22:12:52,613 - mmaction - INFO - Saving checkpoint at 75 epochs 2020-10-24 22:14:56,894 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-24 22:14:58,172 - mmaction - INFO - mean_average_precision 0.4765 2020-10-24 22:14:58,199 - mmaction - INFO - Epoch(val) [75][1492] mean_average_precision: 0.4765 2020-10-24 22:15:28,983 - mmaction - INFO - Epoch [76][20/1492] lr: 1.000e-03, eta: 11:29:10, time: 1.539, data_time: 0.929, memory: 5812, loss_cls: 5.9409, loss: 5.9409, grad_norm: 6.0895 2020-10-24 22:15:51,272 - mmaction - INFO - Epoch [76][40/1492] lr: 1.000e-03, eta: 11:28:48, time: 1.108, data_time: 0.095, memory: 5812, loss_cls: 6.0087, loss: 6.0087, grad_norm: 6.2140 2020-10-24 22:16:12,349 - mmaction - INFO - Epoch [76][60/1492] lr: 1.000e-03, eta: 11:28:25, time: 1.060, data_time: 0.050, memory: 5812, loss_cls: 5.8984, loss: 5.8984, grad_norm: 6.1426 2020-10-24 22:16:33,069 - mmaction - INFO - Epoch [76][80/1492] lr: 1.000e-03, eta: 11:28:03, time: 1.036, data_time: 0.010, memory: 5812, loss_cls: 6.0656, loss: 6.0656, grad_norm: 6.2026 2020-10-24 22:16:53,436 - mmaction - INFO - Epoch [76][100/1492] lr: 1.000e-03, eta: 11:27:40, time: 1.017, data_time: 0.001, memory: 5812, loss_cls: 5.8836, loss: 5.8836, grad_norm: 6.1803 2020-10-24 22:17:13,633 - mmaction - INFO - Epoch [76][120/1492] lr: 1.000e-03, eta: 11:27:17, time: 1.007, data_time: 0.002, memory: 5812, loss_cls: 5.7877, loss: 5.7877, grad_norm: 5.9940 2020-10-24 22:17:34,501 - mmaction - INFO - Epoch [76][140/1492] lr: 1.000e-03, eta: 11:26:55, time: 1.045, data_time: 0.007, memory: 5812, loss_cls: 5.8672, loss: 5.8672, grad_norm: 6.1556 2020-10-24 22:17:54,682 - mmaction - INFO - Epoch [76][160/1492] lr: 1.000e-03, eta: 11:26:32, time: 1.010, data_time: 0.004, memory: 5812, loss_cls: 5.9850, loss: 5.9850, grad_norm: 6.0145 2020-10-24 22:18:16,034 - mmaction - INFO - Epoch [76][180/1492] lr: 1.000e-03, eta: 11:26:09, time: 1.064, data_time: 0.004, memory: 5812, loss_cls: 5.8208, loss: 5.8208, grad_norm: 6.0506 2020-10-24 22:18:36,929 - mmaction - INFO - Epoch [76][200/1492] lr: 1.000e-03, eta: 11:25:47, time: 1.046, data_time: 0.008, memory: 5812, loss_cls: 5.8655, loss: 5.8655, grad_norm: 5.9736 2020-10-24 22:18:58,983 - mmaction - INFO - Epoch [76][220/1492] lr: 1.000e-03, eta: 11:25:24, time: 1.101, data_time: 0.023, memory: 5812, loss_cls: 5.9934, loss: 5.9934, grad_norm: 6.1251 2020-10-24 22:19:20,779 - mmaction - INFO - Epoch [76][240/1492] lr: 1.000e-03, eta: 11:25:02, time: 1.095, data_time: 0.007, memory: 5812, loss_cls: 5.8873, loss: 5.8873, grad_norm: 6.1682 2020-10-24 22:19:42,595 - mmaction - INFO - Epoch [76][260/1492] lr: 1.000e-03, eta: 11:24:40, time: 1.091, data_time: 0.004, memory: 5812, loss_cls: 5.8846, loss: 5.8846, grad_norm: 6.1633 2020-10-24 22:20:04,521 - mmaction - INFO - Epoch [76][280/1492] lr: 1.000e-03, eta: 11:24:17, time: 1.089, data_time: 0.002, memory: 5812, loss_cls: 5.8246, loss: 5.8246, grad_norm: 6.0996 2020-10-24 22:20:26,030 - mmaction - INFO - Epoch [76][300/1492] lr: 1.000e-03, eta: 11:23:55, time: 1.081, data_time: 0.014, memory: 5812, loss_cls: 5.9639, loss: 5.9639, grad_norm: 6.0541 2020-10-24 22:20:47,102 - mmaction - INFO - Epoch [76][320/1492] lr: 1.000e-03, eta: 11:23:33, time: 1.051, data_time: 0.004, memory: 5812, loss_cls: 5.9629, loss: 5.9629, grad_norm: 6.1160 2020-10-24 22:21:08,137 - mmaction - INFO - Epoch [76][340/1492] lr: 1.000e-03, eta: 11:23:10, time: 1.054, data_time: 0.009, memory: 5812, loss_cls: 5.9144, loss: 5.9144, grad_norm: 6.1579 2020-10-24 22:21:28,938 - mmaction - INFO - Epoch [76][360/1492] lr: 1.000e-03, eta: 11:22:47, time: 1.040, data_time: 0.006, memory: 5812, loss_cls: 5.9561, loss: 5.9561, grad_norm: 6.0978 2020-10-24 22:21:49,253 - mmaction - INFO - Epoch [76][380/1492] lr: 1.000e-03, eta: 11:22:25, time: 1.019, data_time: 0.005, memory: 5812, loss_cls: 5.9868, loss: 5.9868, grad_norm: 6.1430 2020-10-24 22:22:09,882 - mmaction - INFO - Epoch [76][400/1492] lr: 1.000e-03, eta: 11:22:02, time: 1.031, data_time: 0.002, memory: 5812, loss_cls: 5.9812, loss: 5.9812, grad_norm: 6.1583 2020-10-24 22:22:30,527 - mmaction - INFO - Epoch [76][420/1492] lr: 1.000e-03, eta: 11:21:39, time: 1.031, data_time: 0.002, memory: 5812, loss_cls: 5.9352, loss: 5.9352, grad_norm: 6.1328 2020-10-24 22:22:51,616 - mmaction - INFO - Epoch [76][440/1492] lr: 1.000e-03, eta: 11:21:17, time: 1.052, data_time: 0.003, memory: 5812, loss_cls: 5.8658, loss: 5.8658, grad_norm: 6.0918 2020-10-24 22:23:12,043 - mmaction - INFO - Epoch [76][460/1492] lr: 1.000e-03, eta: 11:20:54, time: 1.024, data_time: 0.005, memory: 5812, loss_cls: 6.0321, loss: 6.0321, grad_norm: 6.1832 2020-10-24 22:23:32,467 - mmaction - INFO - Epoch [76][480/1492] lr: 1.000e-03, eta: 11:20:31, time: 1.021, data_time: 0.003, memory: 5812, loss_cls: 6.0797, loss: 6.0797, grad_norm: 6.1238 2020-10-24 22:23:53,021 - mmaction - INFO - Epoch [76][500/1492] lr: 1.000e-03, eta: 11:20:08, time: 1.023, data_time: 0.005, memory: 5812, loss_cls: 5.9872, loss: 5.9872, grad_norm: 6.1663 2020-10-24 22:24:13,543 - mmaction - INFO - Epoch [76][520/1492] lr: 1.000e-03, eta: 11:19:46, time: 1.023, data_time: 0.010, memory: 5812, loss_cls: 5.9038, loss: 5.9038, grad_norm: 6.1038 2020-10-24 22:24:33,772 - mmaction - INFO - Epoch [76][540/1492] lr: 1.000e-03, eta: 11:19:23, time: 1.016, data_time: 0.011, memory: 5812, loss_cls: 6.0372, loss: 6.0372, grad_norm: 6.2329 2020-10-24 22:24:53,820 - mmaction - INFO - Epoch [76][560/1492] lr: 1.000e-03, eta: 11:19:00, time: 1.004, data_time: 0.007, memory: 5812, loss_cls: 5.9916, loss: 5.9916, grad_norm: 6.1423 2020-10-24 22:25:14,523 - mmaction - INFO - Epoch [76][580/1492] lr: 1.000e-03, eta: 11:18:37, time: 1.029, data_time: 0.007, memory: 5812, loss_cls: 5.9380, loss: 5.9380, grad_norm: 6.1389 2020-10-24 22:25:35,299 - mmaction - INFO - Epoch [76][600/1492] lr: 1.000e-03, eta: 11:18:15, time: 1.049, data_time: 0.017, memory: 5812, loss_cls: 5.8845, loss: 5.8845, grad_norm: 6.0159 2020-10-24 22:25:56,326 - mmaction - INFO - Epoch [76][620/1492] lr: 1.000e-03, eta: 11:17:52, time: 1.050, data_time: 0.005, memory: 5812, loss_cls: 5.7565, loss: 5.7565, grad_norm: 6.1158 2020-10-24 22:26:17,486 - mmaction - INFO - Epoch [76][640/1492] lr: 1.000e-03, eta: 11:17:30, time: 1.057, data_time: 0.002, memory: 5812, loss_cls: 5.9984, loss: 5.9984, grad_norm: 6.2297 2020-10-24 22:26:38,005 - mmaction - INFO - Epoch [76][660/1492] lr: 1.000e-03, eta: 11:17:07, time: 1.028, data_time: 0.009, memory: 5812, loss_cls: 6.0703, loss: 6.0703, grad_norm: 6.1376 2020-10-24 22:26:58,843 - mmaction - INFO - Epoch [76][680/1492] lr: 1.000e-03, eta: 11:16:44, time: 1.040, data_time: 0.004, memory: 5812, loss_cls: 5.8739, loss: 5.8739, grad_norm: 6.0351 2020-10-24 22:27:19,766 - mmaction - INFO - Epoch [76][700/1492] lr: 1.000e-03, eta: 11:16:22, time: 1.046, data_time: 0.004, memory: 5812, loss_cls: 5.9533, loss: 5.9533, grad_norm: 6.0490 2020-10-24 22:27:40,111 - mmaction - INFO - Epoch [76][720/1492] lr: 1.000e-03, eta: 11:15:59, time: 1.015, data_time: 0.006, memory: 5812, loss_cls: 5.8569, loss: 5.8569, grad_norm: 6.0810 2020-10-24 22:28:01,276 - mmaction - INFO - Epoch [76][740/1492] lr: 1.000e-03, eta: 11:15:36, time: 1.061, data_time: 0.011, memory: 5812, loss_cls: 6.1228, loss: 6.1228, grad_norm: 6.1704 2020-10-24 22:28:21,887 - mmaction - INFO - Epoch [76][760/1492] lr: 1.000e-03, eta: 11:15:14, time: 1.032, data_time: 0.004, memory: 5812, loss_cls: 6.0435, loss: 6.0435, grad_norm: 6.1911 2020-10-24 22:28:42,718 - mmaction - INFO - Epoch [76][780/1492] lr: 1.000e-03, eta: 11:14:51, time: 1.032, data_time: 0.001, memory: 5812, loss_cls: 6.0350, loss: 6.0350, grad_norm: 6.2014 2020-10-24 22:29:03,187 - mmaction - INFO - Epoch [76][800/1492] lr: 1.000e-03, eta: 11:14:28, time: 1.031, data_time: 0.013, memory: 5812, loss_cls: 6.0300, loss: 6.0300, grad_norm: 6.1963 2020-10-24 22:29:24,489 - mmaction - INFO - Epoch [76][820/1492] lr: 1.000e-03, eta: 11:14:06, time: 1.063, data_time: 0.004, memory: 5812, loss_cls: 6.0833, loss: 6.0833, grad_norm: 6.2821 2020-10-24 22:29:45,658 - mmaction - INFO - Epoch [76][840/1492] lr: 1.000e-03, eta: 11:13:43, time: 1.059, data_time: 0.005, memory: 5812, loss_cls: 6.0702, loss: 6.0702, grad_norm: 6.2607 2020-10-24 22:30:06,644 - mmaction - INFO - Epoch [76][860/1492] lr: 1.000e-03, eta: 11:13:21, time: 1.048, data_time: 0.006, memory: 5812, loss_cls: 5.9467, loss: 5.9467, grad_norm: 6.1271 2020-10-24 22:30:27,394 - mmaction - INFO - Epoch [76][880/1492] lr: 1.000e-03, eta: 11:12:58, time: 1.034, data_time: 0.010, memory: 5812, loss_cls: 5.8963, loss: 5.8963, grad_norm: 5.9805 2020-10-24 22:30:47,904 - mmaction - INFO - Epoch [76][900/1492] lr: 1.000e-03, eta: 11:12:36, time: 1.033, data_time: 0.010, memory: 5812, loss_cls: 5.9175, loss: 5.9175, grad_norm: 6.2566 2020-10-24 22:31:08,375 - mmaction - INFO - Epoch [76][920/1492] lr: 1.000e-03, eta: 11:12:13, time: 1.016, data_time: 0.001, memory: 5812, loss_cls: 5.9248, loss: 5.9248, grad_norm: 6.0504 2020-10-24 22:31:29,039 - mmaction - INFO - Epoch [76][940/1492] lr: 1.000e-03, eta: 11:11:50, time: 1.036, data_time: 0.009, memory: 5812, loss_cls: 6.0242, loss: 6.0242, grad_norm: 6.1306 2020-10-24 22:31:49,993 - mmaction - INFO - Epoch [76][960/1492] lr: 1.000e-03, eta: 11:11:28, time: 1.052, data_time: 0.006, memory: 5812, loss_cls: 5.8305, loss: 5.8305, grad_norm: 6.0813 2020-10-24 22:32:10,829 - mmaction - INFO - Epoch [76][980/1492] lr: 1.000e-03, eta: 11:11:05, time: 1.033, data_time: 0.003, memory: 5812, loss_cls: 6.0165, loss: 6.0165, grad_norm: 6.1677 2020-10-24 22:32:31,355 - mmaction - INFO - Epoch [76][1000/1492] lr: 1.000e-03, eta: 11:10:42, time: 1.035, data_time: 0.010, memory: 5812, loss_cls: 6.0023, loss: 6.0023, grad_norm: 6.2009 2020-10-24 22:32:52,168 - mmaction - INFO - Epoch [76][1020/1492] lr: 1.000e-03, eta: 11:10:20, time: 1.041, data_time: 0.003, memory: 5812, loss_cls: 5.8833, loss: 5.8833, grad_norm: 6.0731 2020-10-24 22:33:13,361 - mmaction - INFO - Epoch [76][1040/1492] lr: 1.000e-03, eta: 11:09:57, time: 1.057, data_time: 0.001, memory: 5812, loss_cls: 5.9059, loss: 5.9059, grad_norm: 6.0843 2020-10-24 22:33:34,093 - mmaction - INFO - Epoch [76][1060/1492] lr: 1.000e-03, eta: 11:09:35, time: 1.034, data_time: 0.005, memory: 5812, loss_cls: 5.9702, loss: 5.9702, grad_norm: 6.1424 2020-10-24 22:33:54,740 - mmaction - INFO - Epoch [76][1080/1492] lr: 1.000e-03, eta: 11:09:12, time: 1.030, data_time: 0.007, memory: 5812, loss_cls: 6.0132, loss: 6.0132, grad_norm: 6.0875 2020-10-24 22:34:15,339 - mmaction - INFO - Epoch [76][1100/1492] lr: 1.000e-03, eta: 11:08:49, time: 1.033, data_time: 0.009, memory: 5812, loss_cls: 5.9631, loss: 5.9631, grad_norm: 6.1424 2020-10-24 22:34:36,599 - mmaction - INFO - Epoch [76][1120/1492] lr: 1.000e-03, eta: 11:08:27, time: 1.061, data_time: 0.006, memory: 5812, loss_cls: 5.9230, loss: 5.9230, grad_norm: 6.1070 2020-10-24 22:34:58,012 - mmaction - INFO - Epoch [76][1140/1492] lr: 1.000e-03, eta: 11:08:04, time: 1.075, data_time: 0.007, memory: 5812, loss_cls: 5.9232, loss: 5.9232, grad_norm: 6.0788 2020-10-24 22:35:18,749 - mmaction - INFO - Epoch [76][1160/1492] lr: 1.000e-03, eta: 11:07:42, time: 1.035, data_time: 0.003, memory: 5812, loss_cls: 5.9990, loss: 5.9990, grad_norm: 6.0975 2020-10-24 22:35:39,348 - mmaction - INFO - Epoch [76][1180/1492] lr: 1.000e-03, eta: 11:07:19, time: 1.034, data_time: 0.006, memory: 5812, loss_cls: 5.9841, loss: 5.9841, grad_norm: 6.1131 2020-10-24 22:35:59,870 - mmaction - INFO - Epoch [76][1200/1492] lr: 1.000e-03, eta: 11:06:56, time: 1.024, data_time: 0.001, memory: 5812, loss_cls: 5.9162, loss: 5.9162, grad_norm: 6.0464 2020-10-24 22:36:20,997 - mmaction - INFO - Epoch [76][1220/1492] lr: 1.000e-03, eta: 11:06:34, time: 1.057, data_time: 0.004, memory: 5812, loss_cls: 5.9778, loss: 5.9778, grad_norm: 6.1023 2020-10-24 22:36:42,769 - mmaction - INFO - Epoch [76][1240/1492] lr: 1.000e-03, eta: 11:06:12, time: 1.088, data_time: 0.004, memory: 5812, loss_cls: 5.9434, loss: 5.9434, grad_norm: 6.1206 2020-10-24 22:37:03,496 - mmaction - INFO - Epoch [76][1260/1492] lr: 1.000e-03, eta: 11:05:49, time: 1.033, data_time: 0.005, memory: 5812, loss_cls: 5.9694, loss: 5.9694, grad_norm: 6.1657 2020-10-24 22:37:24,434 - mmaction - INFO - Epoch [76][1280/1492] lr: 1.000e-03, eta: 11:05:26, time: 1.052, data_time: 0.007, memory: 5812, loss_cls: 6.0319, loss: 6.0319, grad_norm: 6.1625 2020-10-24 22:37:45,339 - mmaction - INFO - Epoch [76][1300/1492] lr: 1.000e-03, eta: 11:05:04, time: 1.042, data_time: 0.001, memory: 5812, loss_cls: 6.1171, loss: 6.1171, grad_norm: 6.3778 2020-10-24 22:38:06,377 - mmaction - INFO - Epoch [76][1320/1492] lr: 1.000e-03, eta: 11:04:41, time: 1.047, data_time: 0.009, memory: 5812, loss_cls: 5.8676, loss: 5.8676, grad_norm: 6.0431 2020-10-24 22:38:26,880 - mmaction - INFO - Epoch [76][1340/1492] lr: 1.000e-03, eta: 11:04:19, time: 1.032, data_time: 0.013, memory: 5812, loss_cls: 5.9074, loss: 5.9074, grad_norm: 6.2022 2020-10-24 22:38:47,926 - mmaction - INFO - Epoch [76][1360/1492] lr: 1.000e-03, eta: 11:03:56, time: 1.053, data_time: 0.002, memory: 5812, loss_cls: 5.9945, loss: 5.9945, grad_norm: 6.2550 2020-10-24 22:39:09,310 - mmaction - INFO - Epoch [76][1380/1492] lr: 1.000e-03, eta: 11:03:34, time: 1.059, data_time: 0.001, memory: 5812, loss_cls: 6.0280, loss: 6.0280, grad_norm: 6.2016 2020-10-24 22:39:30,161 - mmaction - INFO - Epoch [76][1400/1492] lr: 1.000e-03, eta: 11:03:11, time: 1.043, data_time: 0.012, memory: 5812, loss_cls: 6.0153, loss: 6.0153, grad_norm: 6.0901 2020-10-24 22:39:51,113 - mmaction - INFO - Epoch [76][1420/1492] lr: 1.000e-03, eta: 11:02:49, time: 1.054, data_time: 0.012, memory: 5812, loss_cls: 5.9020, loss: 5.9020, grad_norm: 6.0659 2020-10-24 22:40:12,197 - mmaction - INFO - Epoch [76][1440/1492] lr: 1.000e-03, eta: 11:02:26, time: 1.047, data_time: 0.007, memory: 5812, loss_cls: 5.8818, loss: 5.8818, grad_norm: 6.0857 2020-10-24 22:40:33,110 - mmaction - INFO - Epoch [76][1460/1492] lr: 1.000e-03, eta: 11:02:03, time: 1.056, data_time: 0.015, memory: 5812, loss_cls: 5.9706, loss: 5.9706, grad_norm: 6.0570 2020-10-24 22:40:54,088 - mmaction - INFO - Epoch [76][1480/1492] lr: 1.000e-03, eta: 11:01:41, time: 1.039, data_time: 0.002, memory: 5812, loss_cls: 5.9753, loss: 5.9753, grad_norm: 6.1500 2020-10-24 22:41:41,195 - mmaction - INFO - Epoch [77][20/1492] lr: 1.000e-03, eta: 11:01:05, time: 1.751, data_time: 0.750, memory: 5812, loss_cls: 5.9637, loss: 5.9637, grad_norm: 6.1077 2020-10-24 22:42:01,776 - mmaction - INFO - Epoch [77][40/1492] lr: 1.000e-03, eta: 11:00:43, time: 1.038, data_time: 0.014, memory: 5812, loss_cls: 6.0209, loss: 6.0209, grad_norm: 6.1484 2020-10-24 22:42:24,012 - mmaction - INFO - Epoch [77][60/1492] lr: 1.000e-03, eta: 11:00:20, time: 1.105, data_time: 0.001, memory: 5812, loss_cls: 5.9480, loss: 5.9480, grad_norm: 6.2234 2020-10-24 22:42:45,597 - mmaction - INFO - Epoch [77][80/1492] lr: 1.000e-03, eta: 10:59:58, time: 1.086, data_time: 0.010, memory: 5812, loss_cls: 5.9650, loss: 5.9650, grad_norm: 6.1361 2020-10-24 22:43:08,668 - mmaction - INFO - Epoch [77][100/1492] lr: 1.000e-03, eta: 10:59:36, time: 1.153, data_time: 0.007, memory: 5812, loss_cls: 5.8579, loss: 5.8579, grad_norm: 6.1554 2020-10-24 22:43:29,733 - mmaction - INFO - Epoch [77][120/1492] lr: 1.000e-03, eta: 10:59:14, time: 1.052, data_time: 0.002, memory: 5812, loss_cls: 5.9082, loss: 5.9082, grad_norm: 6.1731 2020-10-24 22:43:50,830 - mmaction - INFO - Epoch [77][140/1492] lr: 1.000e-03, eta: 10:58:51, time: 1.056, data_time: 0.002, memory: 5812, loss_cls: 5.8411, loss: 5.8411, grad_norm: 6.0852 2020-10-24 22:44:11,679 - mmaction - INFO - Epoch [77][160/1492] lr: 1.000e-03, eta: 10:58:29, time: 1.041, data_time: 0.001, memory: 5812, loss_cls: 6.0181, loss: 6.0181, grad_norm: 6.1223 2020-10-24 22:44:32,141 - mmaction - INFO - Epoch [77][180/1492] lr: 1.000e-03, eta: 10:58:06, time: 1.020, data_time: 0.003, memory: 5812, loss_cls: 5.9378, loss: 5.9378, grad_norm: 6.1958 2020-10-24 22:44:52,766 - mmaction - INFO - Epoch [77][200/1492] lr: 1.000e-03, eta: 10:57:43, time: 1.030, data_time: 0.005, memory: 5812, loss_cls: 6.0066, loss: 6.0066, grad_norm: 6.1588 2020-10-24 22:45:13,722 - mmaction - INFO - Epoch [77][220/1492] lr: 1.000e-03, eta: 10:57:21, time: 1.049, data_time: 0.008, memory: 5812, loss_cls: 6.1566, loss: 6.1566, grad_norm: 6.3011 2020-10-24 22:45:34,212 - mmaction - INFO - Epoch [77][240/1492] lr: 1.000e-03, eta: 10:56:58, time: 1.028, data_time: 0.005, memory: 5812, loss_cls: 5.8309, loss: 5.8309, grad_norm: 6.0202 2020-10-24 22:45:55,575 - mmaction - INFO - Epoch [77][260/1492] lr: 1.000e-03, eta: 10:56:36, time: 1.065, data_time: 0.001, memory: 5812, loss_cls: 5.9243, loss: 5.9243, grad_norm: 6.0944 2020-10-24 22:46:16,546 - mmaction - INFO - Epoch [77][280/1492] lr: 1.000e-03, eta: 10:56:13, time: 1.046, data_time: 0.005, memory: 5812, loss_cls: 6.0660, loss: 6.0660, grad_norm: 6.2588 2020-10-24 22:46:37,602 - mmaction - INFO - Epoch [77][300/1492] lr: 1.000e-03, eta: 10:55:51, time: 1.054, data_time: 0.008, memory: 5812, loss_cls: 5.9193, loss: 5.9193, grad_norm: 6.1459 2020-10-24 22:46:58,552 - mmaction - INFO - Epoch [77][320/1492] lr: 1.000e-03, eta: 10:55:28, time: 1.048, data_time: 0.007, memory: 5812, loss_cls: 5.8360, loss: 5.8360, grad_norm: 6.0439 2020-10-24 22:47:19,857 - mmaction - INFO - Epoch [77][340/1492] lr: 1.000e-03, eta: 10:55:06, time: 1.067, data_time: 0.005, memory: 5812, loss_cls: 6.0232, loss: 6.0232, grad_norm: 6.1565 2020-10-24 22:47:40,685 - mmaction - INFO - Epoch [77][360/1492] lr: 1.000e-03, eta: 10:54:43, time: 1.043, data_time: 0.003, memory: 5812, loss_cls: 5.9775, loss: 5.9775, grad_norm: 6.1875 2020-10-24 22:48:01,872 - mmaction - INFO - Epoch [77][380/1492] lr: 1.000e-03, eta: 10:54:21, time: 1.059, data_time: 0.002, memory: 5812, loss_cls: 5.8575, loss: 5.8575, grad_norm: 6.0902 2020-10-24 22:48:22,807 - mmaction - INFO - Epoch [77][400/1492] lr: 1.000e-03, eta: 10:53:58, time: 1.039, data_time: 0.003, memory: 5812, loss_cls: 6.0001, loss: 6.0001, grad_norm: 6.2267 2020-10-24 22:48:43,165 - mmaction - INFO - Epoch [77][420/1492] lr: 1.000e-03, eta: 10:53:35, time: 1.026, data_time: 0.011, memory: 5812, loss_cls: 5.8525, loss: 5.8525, grad_norm: 6.1591 2020-10-24 22:49:03,748 - mmaction - INFO - Epoch [77][440/1492] lr: 1.000e-03, eta: 10:53:13, time: 1.025, data_time: 0.003, memory: 5812, loss_cls: 5.9312, loss: 5.9312, grad_norm: 6.1437 2020-10-24 22:49:23,854 - mmaction - INFO - Epoch [77][460/1492] lr: 1.000e-03, eta: 10:52:50, time: 1.007, data_time: 0.007, memory: 5812, loss_cls: 6.1296, loss: 6.1296, grad_norm: 6.2261 2020-10-24 22:49:44,829 - mmaction - INFO - Epoch [77][480/1492] lr: 1.000e-03, eta: 10:52:27, time: 1.044, data_time: 0.004, memory: 5812, loss_cls: 5.8220, loss: 5.8220, grad_norm: 6.0807 2020-10-24 22:50:06,354 - mmaction - INFO - Epoch [77][500/1492] lr: 1.000e-03, eta: 10:52:05, time: 1.083, data_time: 0.008, memory: 5812, loss_cls: 5.9827, loss: 5.9827, grad_norm: 6.1665 2020-10-24 22:50:26,521 - mmaction - INFO - Epoch [77][520/1492] lr: 1.000e-03, eta: 10:51:42, time: 1.008, data_time: 0.002, memory: 5812, loss_cls: 5.9009, loss: 5.9009, grad_norm: 6.1376 2020-10-24 22:50:47,884 - mmaction - INFO - Epoch [77][540/1492] lr: 1.000e-03, eta: 10:51:20, time: 1.063, data_time: 0.006, memory: 5812, loss_cls: 6.0360, loss: 6.0360, grad_norm: 6.1642 2020-10-24 22:51:08,251 - mmaction - INFO - Epoch [77][560/1492] lr: 1.000e-03, eta: 10:50:57, time: 1.023, data_time: 0.011, memory: 5812, loss_cls: 6.0033, loss: 6.0033, grad_norm: 6.1057 2020-10-24 22:51:29,211 - mmaction - INFO - Epoch [77][580/1492] lr: 1.000e-03, eta: 10:50:35, time: 1.046, data_time: 0.003, memory: 5812, loss_cls: 5.9456, loss: 5.9456, grad_norm: 6.1694 2020-10-24 22:51:50,458 - mmaction - INFO - Epoch [77][600/1492] lr: 1.000e-03, eta: 10:50:12, time: 1.059, data_time: 0.004, memory: 5812, loss_cls: 5.9255, loss: 5.9255, grad_norm: 6.2046 2020-10-24 22:52:11,133 - mmaction - INFO - Epoch [77][620/1492] lr: 1.000e-03, eta: 10:49:49, time: 1.034, data_time: 0.007, memory: 5812, loss_cls: 5.8847, loss: 5.8847, grad_norm: 6.0804 2020-10-24 22:52:31,627 - mmaction - INFO - Epoch [77][640/1492] lr: 1.000e-03, eta: 10:49:27, time: 1.030, data_time: 0.008, memory: 5812, loss_cls: 5.9385, loss: 5.9385, grad_norm: 6.1252 2020-10-24 22:52:52,587 - mmaction - INFO - Epoch [77][660/1492] lr: 1.000e-03, eta: 10:49:04, time: 1.044, data_time: 0.001, memory: 5812, loss_cls: 5.9631, loss: 5.9631, grad_norm: 6.2109 2020-10-24 22:53:13,419 - mmaction - INFO - Epoch [77][680/1492] lr: 1.000e-03, eta: 10:48:42, time: 1.044, data_time: 0.007, memory: 5812, loss_cls: 5.9903, loss: 5.9903, grad_norm: 6.1569 2020-10-24 22:53:33,292 - mmaction - INFO - Epoch [77][700/1492] lr: 1.000e-03, eta: 10:48:19, time: 0.995, data_time: 0.013, memory: 5812, loss_cls: 5.9452, loss: 5.9452, grad_norm: 6.1309 2020-10-24 22:53:54,251 - mmaction - INFO - Epoch [77][720/1492] lr: 1.000e-03, eta: 10:47:56, time: 1.035, data_time: 0.001, memory: 5812, loss_cls: 5.9616, loss: 5.9616, grad_norm: 6.1333 2020-10-24 22:54:14,850 - mmaction - INFO - Epoch [77][740/1492] lr: 1.000e-03, eta: 10:47:34, time: 1.034, data_time: 0.015, memory: 5812, loss_cls: 5.9630, loss: 5.9630, grad_norm: 6.1138 2020-10-24 22:54:35,478 - mmaction - INFO - Epoch [77][760/1492] lr: 1.000e-03, eta: 10:47:11, time: 1.029, data_time: 0.011, memory: 5812, loss_cls: 5.8558, loss: 5.8558, grad_norm: 6.0178 2020-10-24 22:54:56,000 - mmaction - INFO - Epoch [77][780/1492] lr: 1.000e-03, eta: 10:46:48, time: 1.037, data_time: 0.013, memory: 5812, loss_cls: 5.9006, loss: 5.9006, grad_norm: 6.1992 2020-10-24 22:55:16,196 - mmaction - INFO - Epoch [77][800/1492] lr: 1.000e-03, eta: 10:46:26, time: 1.010, data_time: 0.001, memory: 5812, loss_cls: 5.9128, loss: 5.9128, grad_norm: 6.1847 2020-10-24 22:55:36,850 - mmaction - INFO - Epoch [77][820/1492] lr: 1.000e-03, eta: 10:46:03, time: 1.024, data_time: 0.004, memory: 5812, loss_cls: 5.8899, loss: 5.8899, grad_norm: 6.1210 2020-10-24 22:55:57,365 - mmaction - INFO - Epoch [77][840/1492] lr: 1.000e-03, eta: 10:45:40, time: 1.034, data_time: 0.010, memory: 5812, loss_cls: 5.8967, loss: 5.8967, grad_norm: 6.1828 2020-10-24 22:56:18,349 - mmaction - INFO - Epoch [77][860/1492] lr: 1.000e-03, eta: 10:45:18, time: 1.045, data_time: 0.001, memory: 5812, loss_cls: 5.9453, loss: 5.9453, grad_norm: 6.1599 2020-10-24 22:56:39,226 - mmaction - INFO - Epoch [77][880/1492] lr: 1.000e-03, eta: 10:44:55, time: 1.043, data_time: 0.009, memory: 5812, loss_cls: 5.9985, loss: 5.9985, grad_norm: 6.1604 2020-10-24 22:56:59,673 - mmaction - INFO - Epoch [77][900/1492] lr: 1.000e-03, eta: 10:44:33, time: 1.021, data_time: 0.010, memory: 5812, loss_cls: 5.7895, loss: 5.7895, grad_norm: 6.0862 2020-10-24 22:57:19,813 - mmaction - INFO - Epoch [77][920/1492] lr: 1.000e-03, eta: 10:44:10, time: 1.011, data_time: 0.010, memory: 5812, loss_cls: 5.9257, loss: 5.9257, grad_norm: 6.1523 2020-10-24 22:57:40,636 - mmaction - INFO - Epoch [77][940/1492] lr: 1.000e-03, eta: 10:43:47, time: 1.038, data_time: 0.004, memory: 5812, loss_cls: 5.8511, loss: 5.8511, grad_norm: 6.0267 2020-10-24 22:58:00,648 - mmaction - INFO - Epoch [77][960/1492] lr: 1.000e-03, eta: 10:43:24, time: 1.003, data_time: 0.006, memory: 5812, loss_cls: 5.8734, loss: 5.8734, grad_norm: 6.2005 2020-10-24 22:58:21,042 - mmaction - INFO - Epoch [77][980/1492] lr: 1.000e-03, eta: 10:43:02, time: 1.020, data_time: 0.005, memory: 5812, loss_cls: 5.8623, loss: 5.8623, grad_norm: 6.0509 2020-10-24 22:58:41,732 - mmaction - INFO - Epoch [77][1000/1492] lr: 1.000e-03, eta: 10:42:39, time: 1.036, data_time: 0.005, memory: 5812, loss_cls: 5.9382, loss: 5.9382, grad_norm: 6.2317 2020-10-24 22:59:01,819 - mmaction - INFO - Epoch [77][1020/1492] lr: 1.000e-03, eta: 10:42:16, time: 1.003, data_time: 0.001, memory: 5812, loss_cls: 6.0150, loss: 6.0150, grad_norm: 6.2022 2020-10-24 22:59:22,625 - mmaction - INFO - Epoch [77][1040/1492] lr: 1.000e-03, eta: 10:41:54, time: 1.043, data_time: 0.005, memory: 5812, loss_cls: 6.0020, loss: 6.0020, grad_norm: 6.1779 2020-10-24 22:59:43,922 - mmaction - INFO - Epoch [77][1060/1492] lr: 1.000e-03, eta: 10:41:31, time: 1.061, data_time: 0.002, memory: 5812, loss_cls: 5.9809, loss: 5.9809, grad_norm: 6.1882 2020-10-24 23:00:05,189 - mmaction - INFO - Epoch [77][1080/1492] lr: 1.000e-03, eta: 10:41:09, time: 1.056, data_time: 0.006, memory: 5812, loss_cls: 5.9928, loss: 5.9928, grad_norm: 6.1241 2020-10-24 23:00:25,521 - mmaction - INFO - Epoch [77][1100/1492] lr: 1.000e-03, eta: 10:40:46, time: 1.027, data_time: 0.013, memory: 5812, loss_cls: 5.9366, loss: 5.9366, grad_norm: 6.1776 2020-10-24 23:00:45,996 - mmaction - INFO - Epoch [77][1120/1492] lr: 1.000e-03, eta: 10:40:24, time: 1.023, data_time: 0.001, memory: 5812, loss_cls: 5.9240, loss: 5.9240, grad_norm: 6.1572 2020-10-24 23:01:06,897 - mmaction - INFO - Epoch [77][1140/1492] lr: 1.000e-03, eta: 10:40:01, time: 1.042, data_time: 0.002, memory: 5812, loss_cls: 5.9999, loss: 5.9999, grad_norm: 6.1761 2020-10-24 23:01:27,872 - mmaction - INFO - Epoch [77][1160/1492] lr: 1.000e-03, eta: 10:39:39, time: 1.049, data_time: 0.008, memory: 5812, loss_cls: 6.0149, loss: 6.0149, grad_norm: 6.1660 2020-10-24 23:01:48,377 - mmaction - INFO - Epoch [77][1180/1492] lr: 1.000e-03, eta: 10:39:16, time: 1.025, data_time: 0.004, memory: 5812, loss_cls: 6.1218, loss: 6.1218, grad_norm: 6.2014 2020-10-24 23:02:09,137 - mmaction - INFO - Epoch [77][1200/1492] lr: 1.000e-03, eta: 10:38:53, time: 1.040, data_time: 0.005, memory: 5812, loss_cls: 5.9990, loss: 5.9990, grad_norm: 6.2715 2020-10-24 23:02:30,234 - mmaction - INFO - Epoch [77][1220/1492] lr: 1.000e-03, eta: 10:38:31, time: 1.055, data_time: 0.008, memory: 5812, loss_cls: 5.9240, loss: 5.9240, grad_norm: 6.1928 2020-10-24 23:02:51,149 - mmaction - INFO - Epoch [77][1240/1492] lr: 1.000e-03, eta: 10:38:08, time: 1.047, data_time: 0.005, memory: 5812, loss_cls: 5.8982, loss: 5.8982, grad_norm: 6.1483 2020-10-24 23:03:10,685 - mmaction - INFO - Epoch [77][1260/1492] lr: 1.000e-03, eta: 10:37:45, time: 0.976, data_time: 0.000, memory: 5812, loss_cls: 5.9708, loss: 5.9708, grad_norm: 6.1518 2020-10-24 23:03:30,481 - mmaction - INFO - Epoch [77][1280/1492] lr: 1.000e-03, eta: 10:37:23, time: 0.990, data_time: 0.003, memory: 5812, loss_cls: 5.9913, loss: 5.9913, grad_norm: 6.2542 2020-10-24 23:03:51,387 - mmaction - INFO - Epoch [77][1300/1492] lr: 1.000e-03, eta: 10:37:00, time: 1.043, data_time: 0.002, memory: 5812, loss_cls: 5.9546, loss: 5.9546, grad_norm: 6.1762 2020-10-24 23:04:11,679 - mmaction - INFO - Epoch [77][1320/1492] lr: 1.000e-03, eta: 10:36:37, time: 1.014, data_time: 0.007, memory: 5812, loss_cls: 5.9496, loss: 5.9496, grad_norm: 6.0785 2020-10-24 23:04:32,306 - mmaction - INFO - Epoch [77][1340/1492] lr: 1.000e-03, eta: 10:36:15, time: 1.029, data_time: 0.004, memory: 5812, loss_cls: 5.9325, loss: 5.9325, grad_norm: 6.1339 2020-10-24 23:04:52,754 - mmaction - INFO - Epoch [77][1360/1492] lr: 1.000e-03, eta: 10:35:52, time: 1.027, data_time: 0.006, memory: 5812, loss_cls: 5.8622, loss: 5.8622, grad_norm: 6.0512 2020-10-24 23:05:13,746 - mmaction - INFO - Epoch [77][1380/1492] lr: 1.000e-03, eta: 10:35:29, time: 1.042, data_time: 0.002, memory: 5812, loss_cls: 5.9227, loss: 5.9227, grad_norm: 6.2109 2020-10-24 23:05:34,753 - mmaction - INFO - Epoch [77][1400/1492] lr: 1.000e-03, eta: 10:35:07, time: 1.046, data_time: 0.009, memory: 5812, loss_cls: 5.9777, loss: 5.9777, grad_norm: 6.2019 2020-10-24 23:05:54,794 - mmaction - INFO - Epoch [77][1420/1492] lr: 1.000e-03, eta: 10:34:44, time: 1.014, data_time: 0.014, memory: 5812, loss_cls: 6.0193, loss: 6.0193, grad_norm: 6.2310 2020-10-24 23:06:15,900 - mmaction - INFO - Epoch [77][1440/1492] lr: 1.000e-03, eta: 10:34:22, time: 1.051, data_time: 0.002, memory: 5812, loss_cls: 5.8656, loss: 5.8656, grad_norm: 6.0622 2020-10-24 23:06:36,386 - mmaction - INFO - Epoch [77][1460/1492] lr: 1.000e-03, eta: 10:33:59, time: 1.029, data_time: 0.007, memory: 5812, loss_cls: 6.0415, loss: 6.0415, grad_norm: 6.2379 2020-10-24 23:06:56,983 - mmaction - INFO - Epoch [77][1480/1492] lr: 1.000e-03, eta: 10:33:37, time: 1.030, data_time: 0.001, memory: 5812, loss_cls: 5.9566, loss: 5.9566, grad_norm: 6.2412 2020-10-24 23:07:43,792 - mmaction - INFO - Epoch [78][20/1492] lr: 1.000e-03, eta: 10:33:01, time: 1.760, data_time: 1.067, memory: 5812, loss_cls: 5.8483, loss: 5.8483, grad_norm: 6.0677 2020-10-24 23:08:06,407 - mmaction - INFO - Epoch [78][40/1492] lr: 1.000e-03, eta: 10:32:39, time: 1.134, data_time: 0.432, memory: 5812, loss_cls: 5.8609, loss: 5.8609, grad_norm: 6.2021 2020-10-24 23:08:29,340 - mmaction - INFO - Epoch [78][60/1492] lr: 1.000e-03, eta: 10:32:17, time: 1.141, data_time: 0.539, memory: 5812, loss_cls: 5.9717, loss: 5.9717, grad_norm: 6.3660 2020-10-24 23:08:51,215 - mmaction - INFO - Epoch [78][80/1492] lr: 1.000e-03, eta: 10:31:55, time: 1.099, data_time: 0.314, memory: 5812, loss_cls: 5.9888, loss: 5.9888, grad_norm: 6.3022 2020-10-24 23:09:12,609 - mmaction - INFO - Epoch [78][100/1492] lr: 1.000e-03, eta: 10:31:32, time: 1.066, data_time: 0.419, memory: 5812, loss_cls: 5.8617, loss: 5.8617, grad_norm: 6.0532 2020-10-24 23:09:34,130 - mmaction - INFO - Epoch [78][120/1492] lr: 1.000e-03, eta: 10:31:10, time: 1.073, data_time: 0.480, memory: 5812, loss_cls: 5.9988, loss: 5.9988, grad_norm: 6.2367 2020-10-24 23:09:55,682 - mmaction - INFO - Epoch [78][140/1492] lr: 1.000e-03, eta: 10:30:48, time: 1.077, data_time: 0.471, memory: 5812, loss_cls: 5.8926, loss: 5.8926, grad_norm: 6.1109 2020-10-24 23:10:17,480 - mmaction - INFO - Epoch [78][160/1492] lr: 1.000e-03, eta: 10:30:26, time: 1.090, data_time: 0.343, memory: 5812, loss_cls: 5.9925, loss: 5.9925, grad_norm: 6.2411 2020-10-24 23:10:39,425 - mmaction - INFO - Epoch [78][180/1492] lr: 1.000e-03, eta: 10:30:03, time: 1.093, data_time: 0.480, memory: 5812, loss_cls: 5.8765, loss: 5.8765, grad_norm: 6.1860 2020-10-24 23:11:00,444 - mmaction - INFO - Epoch [78][200/1492] lr: 1.000e-03, eta: 10:29:41, time: 1.061, data_time: 0.481, memory: 5812, loss_cls: 6.1164, loss: 6.1164, grad_norm: 6.3159 2020-10-24 23:11:21,833 - mmaction - INFO - Epoch [78][220/1492] lr: 1.000e-03, eta: 10:29:18, time: 1.062, data_time: 0.479, memory: 5812, loss_cls: 5.7944, loss: 5.7944, grad_norm: 6.1073 2020-10-24 23:11:43,071 - mmaction - INFO - Epoch [78][240/1492] lr: 1.000e-03, eta: 10:28:56, time: 1.066, data_time: 0.451, memory: 5812, loss_cls: 5.9220, loss: 5.9220, grad_norm: 6.0482 2020-10-24 23:12:04,162 - mmaction - INFO - Epoch [78][260/1492] lr: 1.000e-03, eta: 10:28:34, time: 1.059, data_time: 0.421, memory: 5812, loss_cls: 5.9619, loss: 5.9619, grad_norm: 6.1755 2020-10-24 23:12:25,730 - mmaction - INFO - Epoch [78][280/1492] lr: 1.000e-03, eta: 10:28:11, time: 1.076, data_time: 0.414, memory: 5812, loss_cls: 5.9671, loss: 5.9671, grad_norm: 6.2106 2020-10-24 23:12:47,229 - mmaction - INFO - Epoch [78][300/1492] lr: 1.000e-03, eta: 10:27:49, time: 1.078, data_time: 0.326, memory: 5812, loss_cls: 5.7955, loss: 5.7955, grad_norm: 6.1175 2020-10-24 23:13:08,860 - mmaction - INFO - Epoch [78][320/1492] lr: 1.000e-03, eta: 10:27:27, time: 1.077, data_time: 0.416, memory: 5812, loss_cls: 5.9388, loss: 5.9388, grad_norm: 6.2098 2020-10-24 23:13:30,451 - mmaction - INFO - Epoch [78][340/1492] lr: 1.000e-03, eta: 10:27:04, time: 1.081, data_time: 0.405, memory: 5812, loss_cls: 6.0276, loss: 6.0276, grad_norm: 6.2507 2020-10-24 23:13:51,181 - mmaction - INFO - Epoch [78][360/1492] lr: 1.000e-03, eta: 10:26:42, time: 1.037, data_time: 0.461, memory: 5812, loss_cls: 5.9638, loss: 5.9638, grad_norm: 6.0523 2020-10-24 23:14:12,501 - mmaction - INFO - Epoch [78][380/1492] lr: 1.000e-03, eta: 10:26:19, time: 1.060, data_time: 0.503, memory: 5812, loss_cls: 5.8919, loss: 5.8919, grad_norm: 6.1854 2020-10-24 23:14:33,414 - mmaction - INFO - Epoch [78][400/1492] lr: 1.000e-03, eta: 10:25:57, time: 1.048, data_time: 0.497, memory: 5812, loss_cls: 5.9977, loss: 5.9977, grad_norm: 6.2597 2020-10-24 23:14:54,896 - mmaction - INFO - Epoch [78][420/1492] lr: 1.000e-03, eta: 10:25:35, time: 1.074, data_time: 0.471, memory: 5812, loss_cls: 6.0393, loss: 6.0393, grad_norm: 6.3592 2020-10-24 23:15:15,927 - mmaction - INFO - Epoch [78][440/1492] lr: 1.000e-03, eta: 10:25:12, time: 1.056, data_time: 0.395, memory: 5812, loss_cls: 6.0301, loss: 6.0301, grad_norm: 6.1550 2020-10-24 23:15:37,575 - mmaction - INFO - Epoch [78][460/1492] lr: 1.000e-03, eta: 10:24:50, time: 1.080, data_time: 0.391, memory: 5812, loss_cls: 5.9226, loss: 5.9226, grad_norm: 6.2363 2020-10-24 23:15:59,282 - mmaction - INFO - Epoch [78][480/1492] lr: 1.000e-03, eta: 10:24:27, time: 1.083, data_time: 0.287, memory: 5812, loss_cls: 5.8947, loss: 5.8947, grad_norm: 6.1737 2020-10-24 23:16:20,501 - mmaction - INFO - Epoch [78][500/1492] lr: 1.000e-03, eta: 10:24:05, time: 1.063, data_time: 0.412, memory: 5812, loss_cls: 6.0426, loss: 6.0426, grad_norm: 6.1978 2020-10-24 23:16:41,536 - mmaction - INFO - Epoch [78][520/1492] lr: 1.000e-03, eta: 10:23:43, time: 1.045, data_time: 0.363, memory: 5812, loss_cls: 5.9570, loss: 5.9570, grad_norm: 6.2735 2020-10-24 23:17:03,499 - mmaction - INFO - Epoch [78][540/1492] lr: 1.000e-03, eta: 10:23:20, time: 1.101, data_time: 0.358, memory: 5812, loss_cls: 5.9730, loss: 5.9730, grad_norm: 6.0594 2020-10-24 23:17:25,016 - mmaction - INFO - Epoch [78][560/1492] lr: 1.000e-03, eta: 10:22:58, time: 1.082, data_time: 0.311, memory: 5812, loss_cls: 6.1205, loss: 6.1205, grad_norm: 6.3128 2020-10-24 23:17:46,574 - mmaction - INFO - Epoch [78][580/1492] lr: 1.000e-03, eta: 10:22:36, time: 1.066, data_time: 0.150, memory: 5812, loss_cls: 5.9738, loss: 5.9738, grad_norm: 6.1061 2020-10-24 23:18:08,393 - mmaction - INFO - Epoch [78][600/1492] lr: 1.000e-03, eta: 10:22:13, time: 1.101, data_time: 0.024, memory: 5812, loss_cls: 5.9852, loss: 5.9852, grad_norm: 6.2256 2020-10-24 23:18:29,930 - mmaction - INFO - Epoch [78][620/1492] lr: 1.000e-03, eta: 10:21:51, time: 1.067, data_time: 0.005, memory: 5812, loss_cls: 5.8657, loss: 5.8657, grad_norm: 6.1311 2020-10-24 23:18:49,896 - mmaction - INFO - Epoch [78][640/1492] lr: 1.000e-03, eta: 10:21:28, time: 1.009, data_time: 0.013, memory: 5812, loss_cls: 6.0277, loss: 6.0277, grad_norm: 6.2266 2020-10-24 23:19:10,640 - mmaction - INFO - Epoch [78][660/1492] lr: 1.000e-03, eta: 10:21:06, time: 1.035, data_time: 0.003, memory: 5812, loss_cls: 5.9401, loss: 5.9401, grad_norm: 6.1066 2020-10-24 23:19:30,991 - mmaction - INFO - Epoch [78][680/1492] lr: 1.000e-03, eta: 10:20:43, time: 1.020, data_time: 0.004, memory: 5812, loss_cls: 5.8773, loss: 5.8773, grad_norm: 6.1828 2020-10-24 23:19:52,327 - mmaction - INFO - Epoch [78][700/1492] lr: 1.000e-03, eta: 10:20:21, time: 1.067, data_time: 0.002, memory: 5812, loss_cls: 5.9155, loss: 5.9155, grad_norm: 6.1380 2020-10-24 23:20:13,373 - mmaction - INFO - Epoch [78][720/1492] lr: 1.000e-03, eta: 10:19:58, time: 1.051, data_time: 0.002, memory: 5812, loss_cls: 5.9971, loss: 5.9971, grad_norm: 6.2417 2020-10-24 23:20:33,827 - mmaction - INFO - Epoch [78][740/1492] lr: 1.000e-03, eta: 10:19:36, time: 1.023, data_time: 0.003, memory: 5812, loss_cls: 5.9489, loss: 5.9489, grad_norm: 6.2171 2020-10-24 23:20:54,600 - mmaction - INFO - Epoch [78][760/1492] lr: 1.000e-03, eta: 10:19:13, time: 1.035, data_time: 0.005, memory: 5812, loss_cls: 5.9975, loss: 5.9975, grad_norm: 6.1224 2020-10-24 23:21:15,533 - mmaction - INFO - Epoch [78][780/1492] lr: 1.000e-03, eta: 10:18:51, time: 1.043, data_time: 0.008, memory: 5812, loss_cls: 5.9090, loss: 5.9090, grad_norm: 6.1220 2020-10-24 23:21:36,329 - mmaction - INFO - Epoch [78][800/1492] lr: 1.000e-03, eta: 10:18:28, time: 1.048, data_time: 0.010, memory: 5812, loss_cls: 5.9994, loss: 5.9994, grad_norm: 6.1884 2020-10-24 23:21:57,251 - mmaction - INFO - Epoch [78][820/1492] lr: 1.000e-03, eta: 10:18:06, time: 1.036, data_time: 0.003, memory: 5812, loss_cls: 5.9150, loss: 5.9150, grad_norm: 6.1572 2020-10-24 23:22:18,246 - mmaction - INFO - Epoch [78][840/1492] lr: 1.000e-03, eta: 10:17:43, time: 1.054, data_time: 0.013, memory: 5812, loss_cls: 5.8773, loss: 5.8773, grad_norm: 6.1482 2020-10-24 23:22:38,950 - mmaction - INFO - Epoch [78][860/1492] lr: 1.000e-03, eta: 10:17:21, time: 1.038, data_time: 0.008, memory: 5812, loss_cls: 5.9354, loss: 5.9354, grad_norm: 6.3030 2020-10-24 23:22:59,588 - mmaction - INFO - Epoch [78][880/1492] lr: 1.000e-03, eta: 10:16:58, time: 1.032, data_time: 0.007, memory: 5812, loss_cls: 5.9016, loss: 5.9016, grad_norm: 6.1303 2020-10-24 23:23:20,273 - mmaction - INFO - Epoch [78][900/1492] lr: 1.000e-03, eta: 10:16:35, time: 1.035, data_time: 0.006, memory: 5812, loss_cls: 5.8929, loss: 5.8929, grad_norm: 6.1677 2020-10-24 23:23:40,818 - mmaction - INFO - Epoch [78][920/1492] lr: 1.000e-03, eta: 10:16:13, time: 1.026, data_time: 0.004, memory: 5812, loss_cls: 5.8972, loss: 5.8972, grad_norm: 6.1567 2020-10-24 23:24:00,878 - mmaction - INFO - Epoch [78][940/1492] lr: 1.000e-03, eta: 10:15:50, time: 1.002, data_time: 0.005, memory: 5812, loss_cls: 5.9266, loss: 5.9266, grad_norm: 6.2314 2020-10-24 23:24:21,863 - mmaction - INFO - Epoch [78][960/1492] lr: 1.000e-03, eta: 10:15:28, time: 1.051, data_time: 0.007, memory: 5812, loss_cls: 5.8960, loss: 5.8960, grad_norm: 6.1099 2020-10-24 23:24:42,625 - mmaction - INFO - Epoch [78][980/1492] lr: 1.000e-03, eta: 10:15:05, time: 1.035, data_time: 0.009, memory: 5812, loss_cls: 5.9363, loss: 5.9363, grad_norm: 6.2671 2020-10-24 23:25:03,610 - mmaction - INFO - Epoch [78][1000/1492] lr: 1.000e-03, eta: 10:14:43, time: 1.051, data_time: 0.007, memory: 5812, loss_cls: 5.9852, loss: 5.9852, grad_norm: 6.2097 2020-10-24 23:25:24,719 - mmaction - INFO - Epoch [78][1020/1492] lr: 1.000e-03, eta: 10:14:20, time: 1.051, data_time: 0.007, memory: 5812, loss_cls: 5.9879, loss: 5.9879, grad_norm: 6.2245 2020-10-24 23:25:45,485 - mmaction - INFO - Epoch [78][1040/1492] lr: 1.000e-03, eta: 10:13:58, time: 1.046, data_time: 0.013, memory: 5812, loss_cls: 5.8831, loss: 5.8831, grad_norm: 6.2039 2020-10-24 23:26:06,452 - mmaction - INFO - Epoch [78][1060/1492] lr: 1.000e-03, eta: 10:13:35, time: 1.040, data_time: 0.002, memory: 5812, loss_cls: 6.0039, loss: 6.0039, grad_norm: 6.2776 2020-10-24 23:26:27,231 - mmaction - INFO - Epoch [78][1080/1492] lr: 1.000e-03, eta: 10:13:13, time: 1.042, data_time: 0.011, memory: 5812, loss_cls: 5.8582, loss: 5.8582, grad_norm: 6.1166 2020-10-24 23:26:47,967 - mmaction - INFO - Epoch [78][1100/1492] lr: 1.000e-03, eta: 10:12:50, time: 1.039, data_time: 0.009, memory: 5812, loss_cls: 5.9298, loss: 5.9298, grad_norm: 6.2002 2020-10-24 23:27:09,050 - mmaction - INFO - Epoch [78][1120/1492] lr: 1.000e-03, eta: 10:12:28, time: 1.057, data_time: 0.007, memory: 5812, loss_cls: 5.9392, loss: 5.9392, grad_norm: 6.1590 2020-10-24 23:27:29,793 - mmaction - INFO - Epoch [78][1140/1492] lr: 1.000e-03, eta: 10:12:05, time: 1.039, data_time: 0.004, memory: 5812, loss_cls: 5.8470, loss: 5.8470, grad_norm: 6.1719 2020-10-24 23:27:50,557 - mmaction - INFO - Epoch [78][1160/1492] lr: 1.000e-03, eta: 10:11:43, time: 1.038, data_time: 0.003, memory: 5812, loss_cls: 6.0886, loss: 6.0886, grad_norm: 6.4204 2020-10-24 23:28:11,407 - mmaction - INFO - Epoch [78][1180/1492] lr: 1.000e-03, eta: 10:11:20, time: 1.039, data_time: 0.002, memory: 5812, loss_cls: 5.9113, loss: 5.9113, grad_norm: 6.1925 2020-10-24 23:28:31,830 - mmaction - INFO - Epoch [78][1200/1492] lr: 1.000e-03, eta: 10:10:57, time: 1.026, data_time: 0.010, memory: 5812, loss_cls: 5.8568, loss: 5.8568, grad_norm: 6.0836 2020-10-24 23:28:53,207 - mmaction - INFO - Epoch [78][1220/1492] lr: 1.000e-03, eta: 10:10:35, time: 1.059, data_time: 0.004, memory: 5812, loss_cls: 5.9833, loss: 5.9833, grad_norm: 6.3010 2020-10-24 23:29:13,517 - mmaction - INFO - Epoch [78][1240/1492] lr: 1.000e-03, eta: 10:10:12, time: 1.023, data_time: 0.014, memory: 5812, loss_cls: 5.9578, loss: 5.9578, grad_norm: 6.1650 2020-10-24 23:29:34,265 - mmaction - INFO - Epoch [78][1260/1492] lr: 1.000e-03, eta: 10:09:50, time: 1.027, data_time: 0.003, memory: 5812, loss_cls: 5.9366, loss: 5.9366, grad_norm: 6.1885 2020-10-24 23:29:55,457 - mmaction - INFO - Epoch [78][1280/1492] lr: 1.000e-03, eta: 10:09:27, time: 1.071, data_time: 0.015, memory: 5812, loss_cls: 6.0749, loss: 6.0749, grad_norm: 6.2561 2020-10-24 23:30:16,217 - mmaction - INFO - Epoch [78][1300/1492] lr: 1.000e-03, eta: 10:09:05, time: 1.034, data_time: 0.002, memory: 5812, loss_cls: 5.9433, loss: 5.9433, grad_norm: 6.1973 2020-10-24 23:30:37,215 - mmaction - INFO - Epoch [78][1320/1492] lr: 1.000e-03, eta: 10:08:42, time: 1.052, data_time: 0.009, memory: 5812, loss_cls: 5.9231, loss: 5.9231, grad_norm: 6.0758 2020-10-24 23:30:57,595 - mmaction - INFO - Epoch [78][1340/1492] lr: 1.000e-03, eta: 10:08:20, time: 1.012, data_time: 0.015, memory: 5812, loss_cls: 6.0537, loss: 6.0537, grad_norm: 6.3079 2020-10-24 23:31:18,509 - mmaction - INFO - Epoch [78][1360/1492] lr: 1.000e-03, eta: 10:07:57, time: 1.053, data_time: 0.012, memory: 5812, loss_cls: 6.0450, loss: 6.0450, grad_norm: 6.2039 2020-10-24 23:31:39,680 - mmaction - INFO - Epoch [78][1380/1492] lr: 1.000e-03, eta: 10:07:35, time: 1.060, data_time: 0.008, memory: 5812, loss_cls: 5.9304, loss: 5.9304, grad_norm: 6.1325 2020-10-24 23:32:00,467 - mmaction - INFO - Epoch [78][1400/1492] lr: 1.000e-03, eta: 10:07:12, time: 1.027, data_time: 0.004, memory: 5812, loss_cls: 5.9188, loss: 5.9188, grad_norm: 6.2088 2020-10-24 23:32:21,284 - mmaction - INFO - Epoch [78][1420/1492] lr: 1.000e-03, eta: 10:06:50, time: 1.054, data_time: 0.014, memory: 5812, loss_cls: 6.0206, loss: 6.0206, grad_norm: 6.3482 2020-10-24 23:32:42,087 - mmaction - INFO - Epoch [78][1440/1492] lr: 1.000e-03, eta: 10:06:27, time: 1.039, data_time: 0.002, memory: 5812, loss_cls: 5.9694, loss: 5.9694, grad_norm: 6.2198 2020-10-24 23:33:03,054 - mmaction - INFO - Epoch [78][1460/1492] lr: 1.000e-03, eta: 10:06:05, time: 1.049, data_time: 0.004, memory: 5812, loss_cls: 5.9330, loss: 5.9330, grad_norm: 6.1320 2020-10-24 23:33:23,439 - mmaction - INFO - Epoch [78][1480/1492] lr: 1.000e-03, eta: 10:05:42, time: 1.017, data_time: 0.003, memory: 5812, loss_cls: 6.0238, loss: 6.0238, grad_norm: 6.2552 2020-10-24 23:34:09,449 - mmaction - INFO - Epoch [79][20/1492] lr: 1.000e-03, eta: 10:05:06, time: 1.695, data_time: 0.799, memory: 5812, loss_cls: 5.9490, loss: 5.9490, grad_norm: 6.2673 2020-10-24 23:34:32,249 - mmaction - INFO - Epoch [79][40/1492] lr: 1.000e-03, eta: 10:04:45, time: 1.145, data_time: 0.467, memory: 5812, loss_cls: 6.0528, loss: 6.0528, grad_norm: 6.2465 2020-10-24 23:34:53,565 - mmaction - INFO - Epoch [79][60/1492] lr: 1.000e-03, eta: 10:04:22, time: 1.070, data_time: 0.471, memory: 5812, loss_cls: 5.9290, loss: 5.9290, grad_norm: 6.1825 2020-10-24 23:35:15,492 - mmaction - INFO - Epoch [79][80/1492] lr: 1.000e-03, eta: 10:04:00, time: 1.092, data_time: 0.513, memory: 5812, loss_cls: 5.8929, loss: 5.8929, grad_norm: 6.1139 2020-10-24 23:35:36,619 - mmaction - INFO - Epoch [79][100/1492] lr: 1.000e-03, eta: 10:03:38, time: 1.060, data_time: 0.446, memory: 5812, loss_cls: 5.8994, loss: 5.8994, grad_norm: 6.2837 2020-10-24 23:35:57,441 - mmaction - INFO - Epoch [79][120/1492] lr: 1.000e-03, eta: 10:03:15, time: 1.039, data_time: 0.453, memory: 5812, loss_cls: 5.9043, loss: 5.9043, grad_norm: 6.2666 2020-10-24 23:36:18,668 - mmaction - INFO - Epoch [79][140/1492] lr: 1.000e-03, eta: 10:02:53, time: 1.063, data_time: 0.402, memory: 5812, loss_cls: 5.9126, loss: 5.9126, grad_norm: 6.2105 2020-10-24 23:36:39,763 - mmaction - INFO - Epoch [79][160/1492] lr: 1.000e-03, eta: 10:02:30, time: 1.048, data_time: 0.418, memory: 5812, loss_cls: 5.9379, loss: 5.9379, grad_norm: 6.2561 2020-10-24 23:37:00,989 - mmaction - INFO - Epoch [79][180/1492] lr: 1.000e-03, eta: 10:02:08, time: 1.063, data_time: 0.082, memory: 5812, loss_cls: 5.8823, loss: 5.8823, grad_norm: 6.0867 2020-10-24 23:37:22,362 - mmaction - INFO - Epoch [79][200/1492] lr: 1.000e-03, eta: 10:01:45, time: 1.060, data_time: 0.006, memory: 5812, loss_cls: 5.7631, loss: 5.7631, grad_norm: 6.0814 2020-10-24 23:37:42,952 - mmaction - INFO - Epoch [79][220/1492] lr: 1.000e-03, eta: 10:01:23, time: 1.031, data_time: 0.015, memory: 5812, loss_cls: 5.8961, loss: 5.8961, grad_norm: 6.2322 2020-10-24 23:38:03,817 - mmaction - INFO - Epoch [79][240/1492] lr: 1.000e-03, eta: 10:01:00, time: 1.042, data_time: 0.014, memory: 5812, loss_cls: 5.8979, loss: 5.8979, grad_norm: 6.2204 2020-10-24 23:38:24,632 - mmaction - INFO - Epoch [79][260/1492] lr: 1.000e-03, eta: 10:00:38, time: 1.050, data_time: 0.014, memory: 5812, loss_cls: 5.9537, loss: 5.9537, grad_norm: 6.1529 2020-10-24 23:38:45,710 - mmaction - INFO - Epoch [79][280/1492] lr: 1.000e-03, eta: 10:00:16, time: 1.056, data_time: 0.005, memory: 5812, loss_cls: 5.9710, loss: 5.9710, grad_norm: 6.2263 2020-10-24 23:39:06,678 - mmaction - INFO - Epoch [79][300/1492] lr: 1.000e-03, eta: 9:59:53, time: 1.043, data_time: 0.006, memory: 5812, loss_cls: 5.9356, loss: 5.9356, grad_norm: 6.1675 2020-10-24 23:39:27,628 - mmaction - INFO - Epoch [79][320/1492] lr: 1.000e-03, eta: 9:59:31, time: 1.053, data_time: 0.008, memory: 5812, loss_cls: 5.9079, loss: 5.9079, grad_norm: 6.2132 2020-10-24 23:39:48,376 - mmaction - INFO - Epoch [79][340/1492] lr: 1.000e-03, eta: 9:59:08, time: 1.029, data_time: 0.005, memory: 5812, loss_cls: 5.9060, loss: 5.9060, grad_norm: 6.2413 2020-10-24 23:40:08,783 - mmaction - INFO - Epoch [79][360/1492] lr: 1.000e-03, eta: 9:58:45, time: 1.022, data_time: 0.010, memory: 5812, loss_cls: 6.0232, loss: 6.0232, grad_norm: 6.2695 2020-10-24 23:40:29,532 - mmaction - INFO - Epoch [79][380/1492] lr: 1.000e-03, eta: 9:58:23, time: 1.040, data_time: 0.009, memory: 5812, loss_cls: 5.9310, loss: 5.9310, grad_norm: 6.1389 2020-10-24 23:40:50,674 - mmaction - INFO - Epoch [79][400/1492] lr: 1.000e-03, eta: 9:58:01, time: 1.060, data_time: 0.005, memory: 5812, loss_cls: 5.8140, loss: 5.8140, grad_norm: 6.1266 2020-10-24 23:41:11,203 - mmaction - INFO - Epoch [79][420/1492] lr: 1.000e-03, eta: 9:57:38, time: 1.023, data_time: 0.002, memory: 5812, loss_cls: 5.9793, loss: 5.9793, grad_norm: 6.2693 2020-10-24 23:41:32,314 - mmaction - INFO - Epoch [79][440/1492] lr: 1.000e-03, eta: 9:57:16, time: 1.052, data_time: 0.005, memory: 5812, loss_cls: 5.8036, loss: 5.8036, grad_norm: 6.1292 2020-10-24 23:41:53,188 - mmaction - INFO - Epoch [79][460/1492] lr: 1.000e-03, eta: 9:56:53, time: 1.042, data_time: 0.010, memory: 5812, loss_cls: 5.9997, loss: 5.9997, grad_norm: 6.2748 2020-10-24 23:42:13,704 - mmaction - INFO - Epoch [79][480/1492] lr: 1.000e-03, eta: 9:56:30, time: 1.031, data_time: 0.010, memory: 5812, loss_cls: 6.0165, loss: 6.0165, grad_norm: 6.3018 2020-10-24 23:42:34,086 - mmaction - INFO - Epoch [79][500/1492] lr: 1.000e-03, eta: 9:56:08, time: 1.016, data_time: 0.006, memory: 5812, loss_cls: 5.9366, loss: 5.9366, grad_norm: 6.2783 2020-10-24 23:42:55,779 - mmaction - INFO - Epoch [79][520/1492] lr: 1.000e-03, eta: 9:55:46, time: 1.088, data_time: 0.008, memory: 5812, loss_cls: 6.0422, loss: 6.0422, grad_norm: 6.2931 2020-10-24 23:43:16,373 - mmaction - INFO - Epoch [79][540/1492] lr: 1.000e-03, eta: 9:55:23, time: 1.024, data_time: 0.004, memory: 5812, loss_cls: 6.0437, loss: 6.0437, grad_norm: 6.3001 2020-10-24 23:43:37,201 - mmaction - INFO - Epoch [79][560/1492] lr: 1.000e-03, eta: 9:55:01, time: 1.050, data_time: 0.011, memory: 5812, loss_cls: 5.8429, loss: 5.8429, grad_norm: 6.2274 2020-10-24 23:43:58,309 - mmaction - INFO - Epoch [79][580/1492] lr: 1.000e-03, eta: 9:54:38, time: 1.054, data_time: 0.007, memory: 5812, loss_cls: 5.8863, loss: 5.8863, grad_norm: 6.1312 2020-10-24 23:44:18,881 - mmaction - INFO - Epoch [79][600/1492] lr: 1.000e-03, eta: 9:54:16, time: 1.026, data_time: 0.005, memory: 5812, loss_cls: 5.9111, loss: 5.9111, grad_norm: 6.2517 2020-10-24 23:44:39,582 - mmaction - INFO - Epoch [79][620/1492] lr: 1.000e-03, eta: 9:53:53, time: 1.032, data_time: 0.006, memory: 5812, loss_cls: 5.8289, loss: 5.8289, grad_norm: 6.0328 2020-10-24 23:45:00,249 - mmaction - INFO - Epoch [79][640/1492] lr: 1.000e-03, eta: 9:53:31, time: 1.040, data_time: 0.016, memory: 5812, loss_cls: 5.9062, loss: 5.9062, grad_norm: 6.2312 2020-10-24 23:45:21,149 - mmaction - INFO - Epoch [79][660/1492] lr: 1.000e-03, eta: 9:53:08, time: 1.044, data_time: 0.006, memory: 5812, loss_cls: 6.0088, loss: 6.0088, grad_norm: 6.2729 2020-10-24 23:45:41,579 - mmaction - INFO - Epoch [79][680/1492] lr: 1.000e-03, eta: 9:52:45, time: 1.016, data_time: 0.004, memory: 5812, loss_cls: 5.9629, loss: 5.9629, grad_norm: 6.2077 2020-10-24 23:46:02,454 - mmaction - INFO - Epoch [79][700/1492] lr: 1.000e-03, eta: 9:52:23, time: 1.047, data_time: 0.013, memory: 5812, loss_cls: 6.0018, loss: 6.0018, grad_norm: 6.2625 2020-10-24 23:46:23,601 - mmaction - INFO - Epoch [79][720/1492] lr: 1.000e-03, eta: 9:52:01, time: 1.053, data_time: 0.007, memory: 5812, loss_cls: 6.0252, loss: 6.0252, grad_norm: 6.3959 2020-10-24 23:46:43,769 - mmaction - INFO - Epoch [79][740/1492] lr: 1.000e-03, eta: 9:51:38, time: 1.005, data_time: 0.015, memory: 5812, loss_cls: 5.9753, loss: 5.9753, grad_norm: 6.2468 2020-10-24 23:47:04,874 - mmaction - INFO - Epoch [79][760/1492] lr: 1.000e-03, eta: 9:51:15, time: 1.056, data_time: 0.015, memory: 5812, loss_cls: 5.9282, loss: 5.9282, grad_norm: 6.1695 2020-10-24 23:47:25,702 - mmaction - INFO - Epoch [79][780/1492] lr: 1.000e-03, eta: 9:50:53, time: 1.048, data_time: 0.014, memory: 5812, loss_cls: 5.9203, loss: 5.9203, grad_norm: 6.2192 2020-10-24 23:47:46,798 - mmaction - INFO - Epoch [79][800/1492] lr: 1.000e-03, eta: 9:50:31, time: 1.057, data_time: 0.005, memory: 5812, loss_cls: 5.9609, loss: 5.9609, grad_norm: 6.2629 2020-10-24 23:48:07,933 - mmaction - INFO - Epoch [79][820/1492] lr: 1.000e-03, eta: 9:50:08, time: 1.057, data_time: 0.004, memory: 5812, loss_cls: 5.9182, loss: 5.9182, grad_norm: 6.1278 2020-10-24 23:48:28,898 - mmaction - INFO - Epoch [79][840/1492] lr: 1.000e-03, eta: 9:49:46, time: 1.044, data_time: 0.006, memory: 5812, loss_cls: 5.9185, loss: 5.9185, grad_norm: 6.2178 2020-10-24 23:48:49,642 - mmaction - INFO - Epoch [79][860/1492] lr: 1.000e-03, eta: 9:49:23, time: 1.041, data_time: 0.010, memory: 5812, loss_cls: 5.9842, loss: 5.9842, grad_norm: 6.2744 2020-10-24 23:49:10,602 - mmaction - INFO - Epoch [79][880/1492] lr: 1.000e-03, eta: 9:49:01, time: 1.047, data_time: 0.004, memory: 5812, loss_cls: 5.9394, loss: 5.9394, grad_norm: 6.2335 2020-10-24 23:49:30,994 - mmaction - INFO - Epoch [79][900/1492] lr: 1.000e-03, eta: 9:48:38, time: 1.017, data_time: 0.006, memory: 5812, loss_cls: 5.9875, loss: 5.9875, grad_norm: 6.3003 2020-10-24 23:49:51,831 - mmaction - INFO - Epoch [79][920/1492] lr: 1.000e-03, eta: 9:48:16, time: 1.042, data_time: 0.007, memory: 5812, loss_cls: 5.9985, loss: 5.9985, grad_norm: 6.2133 2020-10-24 23:50:12,843 - mmaction - INFO - Epoch [79][940/1492] lr: 1.000e-03, eta: 9:47:53, time: 1.056, data_time: 0.009, memory: 5812, loss_cls: 5.9779, loss: 5.9779, grad_norm: 6.2443 2020-10-24 23:50:33,568 - mmaction - INFO - Epoch [79][960/1492] lr: 1.000e-03, eta: 9:47:31, time: 1.028, data_time: 0.003, memory: 5812, loss_cls: 5.8988, loss: 5.8988, grad_norm: 6.0974 2020-10-24 23:50:54,058 - mmaction - INFO - Epoch [79][980/1492] lr: 1.000e-03, eta: 9:47:08, time: 1.027, data_time: 0.010, memory: 5812, loss_cls: 5.9391, loss: 5.9391, grad_norm: 6.1998 2020-10-24 23:51:15,118 - mmaction - INFO - Epoch [79][1000/1492] lr: 1.000e-03, eta: 9:46:46, time: 1.047, data_time: 0.009, memory: 5812, loss_cls: 6.0828, loss: 6.0828, grad_norm: 6.2046 2020-10-24 23:51:36,012 - mmaction - INFO - Epoch [79][1020/1492] lr: 1.000e-03, eta: 9:46:23, time: 1.053, data_time: 0.016, memory: 5812, loss_cls: 6.0084, loss: 6.0084, grad_norm: 6.2537 2020-10-24 23:51:56,947 - mmaction - INFO - Epoch [79][1040/1492] lr: 1.000e-03, eta: 9:46:01, time: 1.051, data_time: 0.007, memory: 5812, loss_cls: 5.9506, loss: 5.9506, grad_norm: 6.1774 2020-10-24 23:52:17,189 - mmaction - INFO - Epoch [79][1060/1492] lr: 1.000e-03, eta: 9:45:38, time: 1.012, data_time: 0.005, memory: 5812, loss_cls: 5.9528, loss: 5.9528, grad_norm: 6.3747 2020-10-24 23:52:39,026 - mmaction - INFO - Epoch [79][1080/1492] lr: 1.000e-03, eta: 9:45:16, time: 1.089, data_time: 0.004, memory: 5812, loss_cls: 5.9375, loss: 5.9375, grad_norm: 6.2312 2020-10-24 23:53:00,219 - mmaction - INFO - Epoch [79][1100/1492] lr: 1.000e-03, eta: 9:44:54, time: 1.059, data_time: 0.005, memory: 5812, loss_cls: 5.9179, loss: 5.9179, grad_norm: 6.1461 2020-10-24 23:53:21,516 - mmaction - INFO - Epoch [79][1120/1492] lr: 1.000e-03, eta: 9:44:31, time: 1.064, data_time: 0.006, memory: 5812, loss_cls: 5.8576, loss: 5.8576, grad_norm: 6.0884 2020-10-24 23:53:42,600 - mmaction - INFO - Epoch [79][1140/1492] lr: 1.000e-03, eta: 9:44:09, time: 1.049, data_time: 0.008, memory: 5812, loss_cls: 5.9799, loss: 5.9799, grad_norm: 6.2989 2020-10-24 23:54:03,502 - mmaction - INFO - Epoch [79][1160/1492] lr: 1.000e-03, eta: 9:43:46, time: 1.045, data_time: 0.015, memory: 5812, loss_cls: 6.0127, loss: 6.0127, grad_norm: 6.2887 2020-10-24 23:54:24,358 - mmaction - INFO - Epoch [79][1180/1492] lr: 1.000e-03, eta: 9:43:24, time: 1.052, data_time: 0.013, memory: 5812, loss_cls: 5.9808, loss: 5.9808, grad_norm: 6.2289 2020-10-24 23:54:45,754 - mmaction - INFO - Epoch [79][1200/1492] lr: 1.000e-03, eta: 9:43:02, time: 1.066, data_time: 0.005, memory: 5812, loss_cls: 5.9175, loss: 5.9175, grad_norm: 6.1900 2020-10-24 23:55:06,599 - mmaction - INFO - Epoch [79][1220/1492] lr: 1.000e-03, eta: 9:42:39, time: 1.040, data_time: 0.007, memory: 5812, loss_cls: 5.8689, loss: 5.8689, grad_norm: 6.1346 2020-10-24 23:55:27,534 - mmaction - INFO - Epoch [79][1240/1492] lr: 1.000e-03, eta: 9:42:17, time: 1.051, data_time: 0.013, memory: 5812, loss_cls: 6.0196, loss: 6.0196, grad_norm: 6.3390 2020-10-24 23:55:48,261 - mmaction - INFO - Epoch [79][1260/1492] lr: 1.000e-03, eta: 9:41:54, time: 1.032, data_time: 0.005, memory: 5812, loss_cls: 6.0371, loss: 6.0371, grad_norm: 6.2574 2020-10-24 23:56:08,955 - mmaction - INFO - Epoch [79][1280/1492] lr: 1.000e-03, eta: 9:41:32, time: 1.036, data_time: 0.009, memory: 5812, loss_cls: 6.0658, loss: 6.0658, grad_norm: 6.2546 2020-10-24 23:56:29,133 - mmaction - INFO - Epoch [79][1300/1492] lr: 1.000e-03, eta: 9:41:09, time: 1.013, data_time: 0.012, memory: 5812, loss_cls: 5.9873, loss: 5.9873, grad_norm: 6.1868 2020-10-24 23:56:50,338 - mmaction - INFO - Epoch [79][1320/1492] lr: 1.000e-03, eta: 9:40:47, time: 1.057, data_time: 0.004, memory: 5812, loss_cls: 5.8755, loss: 5.8755, grad_norm: 6.2735 2020-10-24 23:57:11,106 - mmaction - INFO - Epoch [79][1340/1492] lr: 1.000e-03, eta: 9:40:24, time: 1.038, data_time: 0.008, memory: 5812, loss_cls: 5.8541, loss: 5.8541, grad_norm: 6.2390 2020-10-24 23:57:31,868 - mmaction - INFO - Epoch [79][1360/1492] lr: 1.000e-03, eta: 9:40:02, time: 1.040, data_time: 0.007, memory: 5812, loss_cls: 6.0412, loss: 6.0412, grad_norm: 6.3961 2020-10-24 23:57:52,496 - mmaction - INFO - Epoch [79][1380/1492] lr: 1.000e-03, eta: 9:39:39, time: 1.033, data_time: 0.006, memory: 5812, loss_cls: 6.0292, loss: 6.0292, grad_norm: 6.2650 2020-10-24 23:58:13,280 - mmaction - INFO - Epoch [79][1400/1492] lr: 1.000e-03, eta: 9:39:17, time: 1.035, data_time: 0.007, memory: 5812, loss_cls: 5.9444, loss: 5.9444, grad_norm: 6.1773 2020-10-24 23:58:33,972 - mmaction - INFO - Epoch [79][1420/1492] lr: 1.000e-03, eta: 9:38:54, time: 1.037, data_time: 0.011, memory: 5812, loss_cls: 6.0153, loss: 6.0153, grad_norm: 6.2156 2020-10-24 23:58:54,982 - mmaction - INFO - Epoch [79][1440/1492] lr: 1.000e-03, eta: 9:38:32, time: 1.050, data_time: 0.007, memory: 5812, loss_cls: 5.8704, loss: 5.8704, grad_norm: 6.0624 2020-10-24 23:59:14,827 - mmaction - INFO - Epoch [79][1460/1492] lr: 1.000e-03, eta: 9:38:09, time: 0.988, data_time: 0.006, memory: 5812, loss_cls: 5.8841, loss: 5.8841, grad_norm: 6.2633 2020-10-24 23:59:36,039 - mmaction - INFO - Epoch [79][1480/1492] lr: 1.000e-03, eta: 9:37:47, time: 1.063, data_time: 0.011, memory: 5812, loss_cls: 6.0210, loss: 6.0210, grad_norm: 6.2951 2020-10-25 00:00:22,217 - mmaction - INFO - Epoch [80][20/1492] lr: 1.000e-03, eta: 9:37:11, time: 1.729, data_time: 0.730, memory: 5812, loss_cls: 5.8388, loss: 5.8388, grad_norm: 6.1100 2020-10-25 00:00:43,009 - mmaction - INFO - Epoch [80][40/1492] lr: 1.000e-03, eta: 9:36:49, time: 1.044, data_time: 0.006, memory: 5812, loss_cls: 5.9386, loss: 5.9386, grad_norm: 6.2026 2020-10-25 00:01:02,677 - mmaction - INFO - Epoch [80][60/1492] lr: 1.000e-03, eta: 9:36:26, time: 0.984, data_time: 0.001, memory: 5812, loss_cls: 5.9521, loss: 5.9521, grad_norm: 6.2919 2020-10-25 00:01:22,810 - mmaction - INFO - Epoch [80][80/1492] lr: 1.000e-03, eta: 9:36:03, time: 1.006, data_time: 0.001, memory: 5812, loss_cls: 5.9305, loss: 5.9305, grad_norm: 6.2696 2020-10-25 00:01:43,062 - mmaction - INFO - Epoch [80][100/1492] lr: 1.000e-03, eta: 9:35:41, time: 1.013, data_time: 0.001, memory: 5812, loss_cls: 6.0454, loss: 6.0454, grad_norm: 6.4386 2020-10-25 00:02:04,653 - mmaction - INFO - Epoch [80][120/1492] lr: 1.000e-03, eta: 9:35:18, time: 1.074, data_time: 0.003, memory: 5812, loss_cls: 6.0227, loss: 6.0227, grad_norm: 6.2919 2020-10-25 00:02:25,911 - mmaction - INFO - Epoch [80][140/1492] lr: 1.000e-03, eta: 9:34:56, time: 1.058, data_time: 0.008, memory: 5812, loss_cls: 5.9842, loss: 5.9842, grad_norm: 6.2533 2020-10-25 00:02:46,221 - mmaction - INFO - Epoch [80][160/1492] lr: 1.000e-03, eta: 9:34:33, time: 1.025, data_time: 0.014, memory: 5812, loss_cls: 5.9047, loss: 5.9047, grad_norm: 6.2406 2020-10-25 00:03:07,048 - mmaction - INFO - Epoch [80][180/1492] lr: 1.000e-03, eta: 9:34:11, time: 1.038, data_time: 0.003, memory: 5812, loss_cls: 5.9212, loss: 5.9212, grad_norm: 6.1852 2020-10-25 00:03:27,925 - mmaction - INFO - Epoch [80][200/1492] lr: 1.000e-03, eta: 9:33:49, time: 1.048, data_time: 0.006, memory: 5812, loss_cls: 5.9263, loss: 5.9263, grad_norm: 6.2693 2020-10-25 00:03:48,658 - mmaction - INFO - Epoch [80][220/1492] lr: 1.000e-03, eta: 9:33:26, time: 1.031, data_time: 0.002, memory: 5812, loss_cls: 5.9196, loss: 5.9196, grad_norm: 6.1374 2020-10-25 00:04:09,827 - mmaction - INFO - Epoch [80][240/1492] lr: 1.000e-03, eta: 9:33:04, time: 1.058, data_time: 0.007, memory: 5812, loss_cls: 6.0605, loss: 6.0605, grad_norm: 6.3225 2020-10-25 00:04:30,070 - mmaction - INFO - Epoch [80][260/1492] lr: 1.000e-03, eta: 9:32:41, time: 1.010, data_time: 0.007, memory: 5812, loss_cls: 6.0153, loss: 6.0153, grad_norm: 6.2530 2020-10-25 00:04:51,304 - mmaction - INFO - Epoch [80][280/1492] lr: 1.000e-03, eta: 9:32:19, time: 1.069, data_time: 0.010, memory: 5812, loss_cls: 5.9728, loss: 5.9728, grad_norm: 6.3341 2020-10-25 00:05:11,017 - mmaction - INFO - Epoch [80][300/1492] lr: 1.000e-03, eta: 9:31:56, time: 0.985, data_time: 0.003, memory: 5812, loss_cls: 5.9702, loss: 5.9702, grad_norm: 6.1817 2020-10-25 00:05:31,887 - mmaction - INFO - Epoch [80][320/1492] lr: 1.000e-03, eta: 9:31:34, time: 1.043, data_time: 0.004, memory: 5812, loss_cls: 5.8094, loss: 5.8094, grad_norm: 6.2533 2020-10-25 00:05:52,742 - mmaction - INFO - Epoch [80][340/1492] lr: 1.000e-03, eta: 9:31:11, time: 1.036, data_time: 0.004, memory: 5812, loss_cls: 5.8387, loss: 5.8387, grad_norm: 6.1759 2020-10-25 00:06:13,489 - mmaction - INFO - Epoch [80][360/1492] lr: 1.000e-03, eta: 9:30:49, time: 1.043, data_time: 0.010, memory: 5812, loss_cls: 5.8244, loss: 5.8244, grad_norm: 6.2799 2020-10-25 00:06:34,153 - mmaction - INFO - Epoch [80][380/1492] lr: 1.000e-03, eta: 9:30:26, time: 1.027, data_time: 0.003, memory: 5812, loss_cls: 5.9408, loss: 5.9408, grad_norm: 6.2567 2020-10-25 00:06:54,997 - mmaction - INFO - Epoch [80][400/1492] lr: 1.000e-03, eta: 9:30:04, time: 1.042, data_time: 0.009, memory: 5812, loss_cls: 5.9183, loss: 5.9183, grad_norm: 6.2869 2020-10-25 00:07:16,279 - mmaction - INFO - Epoch [80][420/1492] lr: 1.000e-03, eta: 9:29:41, time: 1.063, data_time: 0.014, memory: 5812, loss_cls: 5.8132, loss: 5.8132, grad_norm: 6.1602 2020-10-25 00:07:37,579 - mmaction - INFO - Epoch [80][440/1492] lr: 1.000e-03, eta: 9:29:19, time: 1.071, data_time: 0.012, memory: 5812, loss_cls: 6.0663, loss: 6.0663, grad_norm: 6.3287 2020-10-25 00:07:57,888 - mmaction - INFO - Epoch [80][460/1492] lr: 1.000e-03, eta: 9:28:56, time: 1.007, data_time: 0.004, memory: 5812, loss_cls: 5.9586, loss: 5.9586, grad_norm: 6.2194 2020-10-25 00:08:18,678 - mmaction - INFO - Epoch [80][480/1492] lr: 1.000e-03, eta: 9:28:34, time: 1.048, data_time: 0.012, memory: 5812, loss_cls: 5.9270, loss: 5.9270, grad_norm: 6.2160 2020-10-25 00:08:38,857 - mmaction - INFO - Epoch [80][500/1492] lr: 1.000e-03, eta: 9:28:11, time: 1.006, data_time: 0.009, memory: 5812, loss_cls: 5.9143, loss: 5.9143, grad_norm: 6.0601 2020-10-25 00:08:58,967 - mmaction - INFO - Epoch [80][520/1492] lr: 1.000e-03, eta: 9:27:49, time: 1.005, data_time: 0.007, memory: 5812, loss_cls: 5.9118, loss: 5.9118, grad_norm: 6.2232 2020-10-25 00:09:19,487 - mmaction - INFO - Epoch [80][540/1492] lr: 1.000e-03, eta: 9:27:26, time: 1.022, data_time: 0.009, memory: 5812, loss_cls: 6.0316, loss: 6.0316, grad_norm: 6.3884 2020-10-25 00:09:40,179 - mmaction - INFO - Epoch [80][560/1492] lr: 1.000e-03, eta: 9:27:04, time: 1.042, data_time: 0.014, memory: 5812, loss_cls: 5.8847, loss: 5.8847, grad_norm: 6.2854 2020-10-25 00:10:01,249 - mmaction - INFO - Epoch [80][580/1492] lr: 1.000e-03, eta: 9:26:41, time: 1.056, data_time: 0.005, memory: 5812, loss_cls: 5.8696, loss: 5.8696, grad_norm: 6.1390 2020-10-25 00:10:22,221 - mmaction - INFO - Epoch [80][600/1492] lr: 1.000e-03, eta: 9:26:19, time: 1.044, data_time: 0.002, memory: 5812, loss_cls: 5.9639, loss: 5.9639, grad_norm: 6.2199 2020-10-25 00:10:41,983 - mmaction - INFO - Epoch [80][620/1492] lr: 1.000e-03, eta: 9:25:56, time: 0.992, data_time: 0.007, memory: 5812, loss_cls: 6.0041, loss: 6.0041, grad_norm: 6.2796 2020-10-25 00:11:02,437 - mmaction - INFO - Epoch [80][640/1492] lr: 1.000e-03, eta: 9:25:34, time: 1.023, data_time: 0.001, memory: 5812, loss_cls: 5.9728, loss: 5.9728, grad_norm: 6.3248 2020-10-25 00:11:22,988 - mmaction - INFO - Epoch [80][660/1492] lr: 1.000e-03, eta: 9:25:11, time: 1.025, data_time: 0.001, memory: 5812, loss_cls: 5.9989, loss: 5.9989, grad_norm: 6.2851 2020-10-25 00:11:43,334 - mmaction - INFO - Epoch [80][680/1492] lr: 1.000e-03, eta: 9:24:49, time: 1.018, data_time: 0.005, memory: 5812, loss_cls: 5.9601, loss: 5.9601, grad_norm: 6.2170 2020-10-25 00:12:04,091 - mmaction - INFO - Epoch [80][700/1492] lr: 1.000e-03, eta: 9:24:26, time: 1.036, data_time: 0.005, memory: 5812, loss_cls: 5.9827, loss: 5.9827, grad_norm: 6.1678 2020-10-25 00:12:25,047 - mmaction - INFO - Epoch [80][720/1492] lr: 1.000e-03, eta: 9:24:04, time: 1.049, data_time: 0.008, memory: 5812, loss_cls: 5.8860, loss: 5.8860, grad_norm: 6.1309 2020-10-25 00:12:45,807 - mmaction - INFO - Epoch [80][740/1492] lr: 1.000e-03, eta: 9:23:41, time: 1.037, data_time: 0.003, memory: 5812, loss_cls: 5.9781, loss: 5.9781, grad_norm: 6.2498 2020-10-25 00:13:06,435 - mmaction - INFO - Epoch [80][760/1492] lr: 1.000e-03, eta: 9:23:19, time: 1.033, data_time: 0.007, memory: 5812, loss_cls: 5.9545, loss: 5.9545, grad_norm: 6.2792 2020-10-25 00:13:27,373 - mmaction - INFO - Epoch [80][780/1492] lr: 1.000e-03, eta: 9:22:56, time: 1.047, data_time: 0.004, memory: 5812, loss_cls: 5.8761, loss: 5.8761, grad_norm: 6.2702 2020-10-25 00:13:48,276 - mmaction - INFO - Epoch [80][800/1492] lr: 1.000e-03, eta: 9:22:34, time: 1.044, data_time: 0.007, memory: 5812, loss_cls: 5.8495, loss: 5.8495, grad_norm: 6.1647 2020-10-25 00:14:09,166 - mmaction - INFO - Epoch [80][820/1492] lr: 1.000e-03, eta: 9:22:11, time: 1.039, data_time: 0.005, memory: 5812, loss_cls: 5.9682, loss: 5.9682, grad_norm: 6.2674 2020-10-25 00:14:30,006 - mmaction - INFO - Epoch [80][840/1492] lr: 1.000e-03, eta: 9:21:49, time: 1.040, data_time: 0.011, memory: 5812, loss_cls: 5.9793, loss: 5.9793, grad_norm: 6.2860 2020-10-25 00:14:50,888 - mmaction - INFO - Epoch [80][860/1492] lr: 1.000e-03, eta: 9:21:27, time: 1.045, data_time: 0.014, memory: 5812, loss_cls: 6.0412, loss: 6.0412, grad_norm: 6.2978 2020-10-25 00:15:11,900 - mmaction - INFO - Epoch [80][880/1492] lr: 1.000e-03, eta: 9:21:04, time: 1.057, data_time: 0.013, memory: 5812, loss_cls: 5.9177, loss: 5.9177, grad_norm: 6.1795 2020-10-25 00:15:32,190 - mmaction - INFO - Epoch [80][900/1492] lr: 1.000e-03, eta: 9:20:42, time: 1.008, data_time: 0.008, memory: 5812, loss_cls: 5.8899, loss: 5.8899, grad_norm: 6.0863 2020-10-25 00:15:51,889 - mmaction - INFO - Epoch [80][920/1492] lr: 1.000e-03, eta: 9:20:19, time: 0.992, data_time: 0.008, memory: 5812, loss_cls: 5.9094, loss: 5.9094, grad_norm: 6.2136 2020-10-25 00:16:12,758 - mmaction - INFO - Epoch [80][940/1492] lr: 1.000e-03, eta: 9:19:56, time: 1.039, data_time: 0.004, memory: 5812, loss_cls: 5.8552, loss: 5.8552, grad_norm: 6.0779 2020-10-25 00:16:33,346 - mmaction - INFO - Epoch [80][960/1492] lr: 1.000e-03, eta: 9:19:34, time: 1.026, data_time: 0.012, memory: 5812, loss_cls: 5.9180, loss: 5.9180, grad_norm: 6.2900 2020-10-25 00:16:54,084 - mmaction - INFO - Epoch [80][980/1492] lr: 1.000e-03, eta: 9:19:12, time: 1.041, data_time: 0.008, memory: 5812, loss_cls: 5.9773, loss: 5.9773, grad_norm: 6.3421 2020-10-25 00:17:14,884 - mmaction - INFO - Epoch [80][1000/1492] lr: 1.000e-03, eta: 9:18:49, time: 1.037, data_time: 0.004, memory: 5812, loss_cls: 6.0152, loss: 6.0152, grad_norm: 6.1842 2020-10-25 00:17:34,845 - mmaction - INFO - Epoch [80][1020/1492] lr: 1.000e-03, eta: 9:18:26, time: 1.002, data_time: 0.008, memory: 5812, loss_cls: 5.8694, loss: 5.8694, grad_norm: 6.1863 2020-10-25 00:17:54,783 - mmaction - INFO - Epoch [80][1040/1492] lr: 1.000e-03, eta: 9:18:04, time: 0.994, data_time: 0.003, memory: 5812, loss_cls: 5.9315, loss: 5.9315, grad_norm: 6.2770 2020-10-25 00:18:15,065 - mmaction - INFO - Epoch [80][1060/1492] lr: 1.000e-03, eta: 9:17:41, time: 1.016, data_time: 0.007, memory: 5812, loss_cls: 5.9050, loss: 5.9050, grad_norm: 6.2218 2020-10-25 00:18:35,908 - mmaction - INFO - Epoch [80][1080/1492] lr: 1.000e-03, eta: 9:17:19, time: 1.043, data_time: 0.006, memory: 5812, loss_cls: 6.1540, loss: 6.1540, grad_norm: 6.4124 2020-10-25 00:18:56,859 - mmaction - INFO - Epoch [80][1100/1492] lr: 1.000e-03, eta: 9:16:56, time: 1.049, data_time: 0.007, memory: 5812, loss_cls: 6.0587, loss: 6.0587, grad_norm: 6.3006 2020-10-25 00:19:18,279 - mmaction - INFO - Epoch [80][1120/1492] lr: 1.000e-03, eta: 9:16:34, time: 1.072, data_time: 0.003, memory: 5812, loss_cls: 5.9314, loss: 5.9314, grad_norm: 6.2560 2020-10-25 00:19:38,638 - mmaction - INFO - Epoch [80][1140/1492] lr: 1.000e-03, eta: 9:16:12, time: 1.012, data_time: 0.004, memory: 5812, loss_cls: 5.9273, loss: 5.9273, grad_norm: 6.2409 2020-10-25 00:19:59,552 - mmaction - INFO - Epoch [80][1160/1492] lr: 1.000e-03, eta: 9:15:49, time: 1.047, data_time: 0.014, memory: 5812, loss_cls: 5.9269, loss: 5.9269, grad_norm: 6.1487 2020-10-25 00:20:19,744 - mmaction - INFO - Epoch [80][1180/1492] lr: 1.000e-03, eta: 9:15:27, time: 1.015, data_time: 0.007, memory: 5812, loss_cls: 5.9650, loss: 5.9650, grad_norm: 6.3849 2020-10-25 00:20:40,597 - mmaction - INFO - Epoch [80][1200/1492] lr: 1.000e-03, eta: 9:15:04, time: 1.041, data_time: 0.001, memory: 5812, loss_cls: 5.8231, loss: 5.8231, grad_norm: 6.2239 2020-10-25 00:21:01,601 - mmaction - INFO - Epoch [80][1220/1492] lr: 1.000e-03, eta: 9:14:42, time: 1.050, data_time: 0.004, memory: 5812, loss_cls: 5.8861, loss: 5.8861, grad_norm: 6.2777 2020-10-25 00:21:21,397 - mmaction - INFO - Epoch [80][1240/1492] lr: 1.000e-03, eta: 9:14:19, time: 0.989, data_time: 0.004, memory: 5812, loss_cls: 5.9608, loss: 5.9608, grad_norm: 6.2544 2020-10-25 00:21:42,320 - mmaction - INFO - Epoch [80][1260/1492] lr: 1.000e-03, eta: 9:13:57, time: 1.045, data_time: 0.003, memory: 5812, loss_cls: 5.9780, loss: 5.9780, grad_norm: 6.2649 2020-10-25 00:22:02,986 - mmaction - INFO - Epoch [80][1280/1492] lr: 1.000e-03, eta: 9:13:34, time: 1.030, data_time: 0.007, memory: 5812, loss_cls: 6.0860, loss: 6.0860, grad_norm: 6.3418 2020-10-25 00:22:23,871 - mmaction - INFO - Epoch [80][1300/1492] lr: 1.000e-03, eta: 9:13:12, time: 1.044, data_time: 0.009, memory: 5812, loss_cls: 5.9442, loss: 5.9442, grad_norm: 6.3602 2020-10-25 00:22:45,353 - mmaction - INFO - Epoch [80][1320/1492] lr: 1.000e-03, eta: 9:12:49, time: 1.073, data_time: 0.012, memory: 5812, loss_cls: 5.9661, loss: 5.9661, grad_norm: 6.2950 2020-10-25 00:23:05,939 - mmaction - INFO - Epoch [80][1340/1492] lr: 1.000e-03, eta: 9:12:27, time: 1.037, data_time: 0.008, memory: 5812, loss_cls: 5.9564, loss: 5.9564, grad_norm: 6.3037 2020-10-25 00:23:27,248 - mmaction - INFO - Epoch [80][1360/1492] lr: 1.000e-03, eta: 9:12:05, time: 1.064, data_time: 0.002, memory: 5812, loss_cls: 5.9415, loss: 5.9415, grad_norm: 6.2623 2020-10-25 00:23:47,949 - mmaction - INFO - Epoch [80][1380/1492] lr: 1.000e-03, eta: 9:11:42, time: 1.037, data_time: 0.004, memory: 5812, loss_cls: 5.9637, loss: 5.9637, grad_norm: 6.3008 2020-10-25 00:24:08,934 - mmaction - INFO - Epoch [80][1400/1492] lr: 1.000e-03, eta: 9:11:20, time: 1.049, data_time: 0.002, memory: 5812, loss_cls: 5.9769, loss: 5.9769, grad_norm: 6.3347 2020-10-25 00:24:29,877 - mmaction - INFO - Epoch [80][1420/1492] lr: 1.000e-03, eta: 9:10:57, time: 1.047, data_time: 0.005, memory: 5812, loss_cls: 5.8712, loss: 5.8712, grad_norm: 6.2760 2020-10-25 00:24:49,968 - mmaction - INFO - Epoch [80][1440/1492] lr: 1.000e-03, eta: 9:10:35, time: 1.003, data_time: 0.001, memory: 5812, loss_cls: 6.0410, loss: 6.0410, grad_norm: 6.3577 2020-10-25 00:25:10,812 - mmaction - INFO - Epoch [80][1460/1492] lr: 1.000e-03, eta: 9:10:12, time: 1.045, data_time: 0.004, memory: 5812, loss_cls: 5.8622, loss: 5.8622, grad_norm: 6.3158 2020-10-25 00:25:31,472 - mmaction - INFO - Epoch [80][1480/1492] lr: 1.000e-03, eta: 9:09:50, time: 1.033, data_time: 0.001, memory: 5812, loss_cls: 6.0178, loss: 6.0178, grad_norm: 6.2723 2020-10-25 00:25:49,378 - mmaction - INFO - Saving checkpoint at 80 epochs 2020-10-25 00:28:13,732 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-25 00:28:15,145 - mmaction - INFO - mean_average_precision 0.4801 2020-10-25 00:28:15,176 - mmaction - INFO - Epoch(val) [80][1492] mean_average_precision: 0.4801 2020-10-25 00:28:46,084 - mmaction - INFO - Epoch [81][20/1492] lr: 1.000e-04, eta: 9:09:14, time: 1.543, data_time: 0.959, memory: 5812, loss_cls: 6.0101, loss: 6.0101, grad_norm: 6.4077 2020-10-25 00:29:08,053 - mmaction - INFO - Epoch [81][40/1492] lr: 1.000e-04, eta: 9:08:51, time: 1.094, data_time: 0.339, memory: 5812, loss_cls: 5.7856, loss: 5.7856, grad_norm: 6.1394 2020-10-25 00:29:29,225 - mmaction - INFO - Epoch [81][60/1492] lr: 1.000e-04, eta: 9:08:29, time: 1.061, data_time: 0.020, memory: 5812, loss_cls: 6.0559, loss: 6.0559, grad_norm: 6.3565 2020-10-25 00:29:51,055 - mmaction - INFO - Epoch [81][80/1492] lr: 1.000e-04, eta: 9:08:07, time: 1.095, data_time: 0.008, memory: 5812, loss_cls: 5.9091, loss: 5.9091, grad_norm: 6.2637 2020-10-25 00:30:12,165 - mmaction - INFO - Epoch [81][100/1492] lr: 1.000e-04, eta: 9:07:45, time: 1.056, data_time: 0.003, memory: 5812, loss_cls: 5.8320, loss: 5.8320, grad_norm: 6.1271 2020-10-25 00:30:33,453 - mmaction - INFO - Epoch [81][120/1492] lr: 1.000e-04, eta: 9:07:22, time: 1.057, data_time: 0.001, memory: 5812, loss_cls: 5.9115, loss: 5.9115, grad_norm: 6.2021 2020-10-25 00:30:54,677 - mmaction - INFO - Epoch [81][140/1492] lr: 1.000e-04, eta: 9:07:00, time: 1.067, data_time: 0.008, memory: 5812, loss_cls: 5.8019, loss: 5.8019, grad_norm: 6.1484 2020-10-25 00:31:15,462 - mmaction - INFO - Epoch [81][160/1492] lr: 1.000e-04, eta: 9:06:37, time: 1.035, data_time: 0.002, memory: 5812, loss_cls: 5.9983, loss: 5.9983, grad_norm: 6.3830 2020-10-25 00:31:37,458 - mmaction - INFO - Epoch [81][180/1492] lr: 1.000e-04, eta: 9:06:15, time: 1.105, data_time: 0.007, memory: 5812, loss_cls: 5.8231, loss: 5.8231, grad_norm: 6.2551 2020-10-25 00:31:58,979 - mmaction - INFO - Epoch [81][200/1492] lr: 1.000e-04, eta: 9:05:53, time: 1.076, data_time: 0.002, memory: 5812, loss_cls: 5.9488, loss: 5.9488, grad_norm: 6.2182 2020-10-25 00:32:20,568 - mmaction - INFO - Epoch [81][220/1492] lr: 1.000e-04, eta: 9:05:31, time: 1.077, data_time: 0.003, memory: 5812, loss_cls: 5.9542, loss: 5.9542, grad_norm: 6.3152 2020-10-25 00:32:41,647 - mmaction - INFO - Epoch [81][240/1492] lr: 1.000e-04, eta: 9:05:09, time: 1.053, data_time: 0.016, memory: 5812, loss_cls: 5.9578, loss: 5.9578, grad_norm: 6.2475 2020-10-25 00:33:04,201 - mmaction - INFO - Epoch [81][260/1492] lr: 1.000e-04, eta: 9:04:47, time: 1.132, data_time: 0.008, memory: 5812, loss_cls: 5.9404, loss: 5.9404, grad_norm: 6.1577 2020-10-25 00:33:25,742 - mmaction - INFO - Epoch [81][280/1492] lr: 1.000e-04, eta: 9:04:24, time: 1.072, data_time: 0.001, memory: 5812, loss_cls: 6.0226, loss: 6.0226, grad_norm: 6.2631 2020-10-25 00:33:47,423 - mmaction - INFO - Epoch [81][300/1492] lr: 1.000e-04, eta: 9:04:02, time: 1.087, data_time: 0.008, memory: 5812, loss_cls: 5.8799, loss: 5.8799, grad_norm: 6.2357 2020-10-25 00:34:09,127 - mmaction - INFO - Epoch [81][320/1492] lr: 1.000e-04, eta: 9:03:40, time: 1.083, data_time: 0.005, memory: 5812, loss_cls: 5.9982, loss: 5.9982, grad_norm: 6.2665 2020-10-25 00:34:30,349 - mmaction - INFO - Epoch [81][340/1492] lr: 1.000e-04, eta: 9:03:18, time: 1.062, data_time: 0.005, memory: 5812, loss_cls: 5.9486, loss: 5.9486, grad_norm: 6.2809 2020-10-25 00:34:51,219 - mmaction - INFO - Epoch [81][360/1492] lr: 1.000e-04, eta: 9:02:55, time: 1.040, data_time: 0.004, memory: 5812, loss_cls: 6.0211, loss: 6.0211, grad_norm: 6.3170 2020-10-25 00:35:12,291 - mmaction - INFO - Epoch [81][380/1492] lr: 1.000e-04, eta: 9:02:33, time: 1.060, data_time: 0.009, memory: 5812, loss_cls: 5.9553, loss: 5.9553, grad_norm: 6.1702 2020-10-25 00:35:33,943 - mmaction - INFO - Epoch [81][400/1492] lr: 1.000e-04, eta: 9:02:11, time: 1.074, data_time: 0.003, memory: 5812, loss_cls: 5.8490, loss: 5.8490, grad_norm: 6.2513 2020-10-25 00:35:55,355 - mmaction - INFO - Epoch [81][420/1492] lr: 1.000e-04, eta: 9:01:48, time: 1.079, data_time: 0.011, memory: 5812, loss_cls: 5.7870, loss: 5.7870, grad_norm: 6.2476 2020-10-25 00:36:16,683 - mmaction - INFO - Epoch [81][440/1492] lr: 1.000e-04, eta: 9:01:26, time: 1.066, data_time: 0.001, memory: 5812, loss_cls: 6.0208, loss: 6.0208, grad_norm: 6.2827 2020-10-25 00:36:38,053 - mmaction - INFO - Epoch [81][460/1492] lr: 1.000e-04, eta: 9:01:04, time: 1.066, data_time: 0.004, memory: 5812, loss_cls: 5.8096, loss: 5.8096, grad_norm: 6.1418 2020-10-25 00:36:59,243 - mmaction - INFO - Epoch [81][480/1492] lr: 1.000e-04, eta: 9:00:41, time: 1.057, data_time: 0.004, memory: 5812, loss_cls: 5.8274, loss: 5.8274, grad_norm: 6.1762 2020-10-25 00:37:20,653 - mmaction - INFO - Epoch [81][500/1492] lr: 1.000e-04, eta: 9:00:19, time: 1.075, data_time: 0.006, memory: 5812, loss_cls: 5.9630, loss: 5.9630, grad_norm: 6.3479 2020-10-25 00:37:42,557 - mmaction - INFO - Epoch [81][520/1492] lr: 1.000e-04, eta: 8:59:57, time: 1.095, data_time: 0.004, memory: 5812, loss_cls: 5.9169, loss: 5.9169, grad_norm: 6.2637 2020-10-25 00:38:03,712 - mmaction - INFO - Epoch [81][540/1492] lr: 1.000e-04, eta: 8:59:35, time: 1.056, data_time: 0.001, memory: 5812, loss_cls: 5.8049, loss: 5.8049, grad_norm: 6.0856 2020-10-25 00:38:25,099 - mmaction - INFO - Epoch [81][560/1492] lr: 1.000e-04, eta: 8:59:12, time: 1.067, data_time: 0.041, memory: 5812, loss_cls: 5.9425, loss: 5.9425, grad_norm: 6.1107 2020-10-25 00:38:46,679 - mmaction - INFO - Epoch [81][580/1492] lr: 1.000e-04, eta: 8:58:50, time: 1.083, data_time: 0.021, memory: 5812, loss_cls: 5.9071, loss: 5.9071, grad_norm: 6.1279 2020-10-25 00:39:08,515 - mmaction - INFO - Epoch [81][600/1492] lr: 1.000e-04, eta: 8:58:28, time: 1.092, data_time: 0.158, memory: 5812, loss_cls: 5.9051, loss: 5.9051, grad_norm: 6.1226 2020-10-25 00:39:31,062 - mmaction - INFO - Epoch [81][620/1492] lr: 1.000e-04, eta: 8:58:06, time: 1.119, data_time: 0.173, memory: 5812, loss_cls: 5.8906, loss: 5.8906, grad_norm: 6.2758 2020-10-25 00:39:52,617 - mmaction - INFO - Epoch [81][640/1492] lr: 1.000e-04, eta: 8:57:44, time: 1.082, data_time: 0.085, memory: 5812, loss_cls: 5.7434, loss: 5.7434, grad_norm: 6.1018 2020-10-25 00:40:14,160 - mmaction - INFO - Epoch [81][660/1492] lr: 1.000e-04, eta: 8:57:22, time: 1.078, data_time: 0.006, memory: 5812, loss_cls: 5.9164, loss: 5.9164, grad_norm: 6.2241 2020-10-25 00:40:35,014 - mmaction - INFO - Epoch [81][680/1492] lr: 1.000e-04, eta: 8:56:59, time: 1.043, data_time: 0.004, memory: 5812, loss_cls: 5.9438, loss: 5.9438, grad_norm: 6.3205 2020-10-25 00:40:56,198 - mmaction - INFO - Epoch [81][700/1492] lr: 1.000e-04, eta: 8:56:37, time: 1.052, data_time: 0.008, memory: 5812, loss_cls: 5.8608, loss: 5.8608, grad_norm: 6.1599 2020-10-25 00:41:17,445 - mmaction - INFO - Epoch [81][720/1492] lr: 1.000e-04, eta: 8:56:15, time: 1.069, data_time: 0.013, memory: 5812, loss_cls: 5.9815, loss: 5.9815, grad_norm: 6.2352 2020-10-25 00:41:39,347 - mmaction - INFO - Epoch [81][740/1492] lr: 1.000e-04, eta: 8:55:52, time: 1.087, data_time: 0.004, memory: 5812, loss_cls: 5.8932, loss: 5.8932, grad_norm: 6.2244 2020-10-25 00:42:01,091 - mmaction - INFO - Epoch [81][760/1492] lr: 1.000e-04, eta: 8:55:30, time: 1.088, data_time: 0.013, memory: 5812, loss_cls: 5.9452, loss: 5.9452, grad_norm: 6.2659 2020-10-25 00:42:22,577 - mmaction - INFO - Epoch [81][780/1492] lr: 1.000e-04, eta: 8:55:08, time: 1.071, data_time: 0.011, memory: 5812, loss_cls: 5.8837, loss: 5.8837, grad_norm: 6.1798 2020-10-25 00:42:44,429 - mmaction - INFO - Epoch [81][800/1492] lr: 1.000e-04, eta: 8:54:46, time: 1.102, data_time: 0.017, memory: 5812, loss_cls: 5.9831, loss: 5.9831, grad_norm: 6.2077 2020-10-25 00:43:06,595 - mmaction - INFO - Epoch [81][820/1492] lr: 1.000e-04, eta: 8:54:24, time: 1.109, data_time: 0.007, memory: 5812, loss_cls: 5.9185, loss: 5.9185, grad_norm: 6.3136 2020-10-25 00:43:28,835 - mmaction - INFO - Epoch [81][840/1492] lr: 1.000e-04, eta: 8:54:02, time: 1.108, data_time: 0.004, memory: 5812, loss_cls: 5.9366, loss: 5.9366, grad_norm: 6.1320 2020-10-25 00:43:50,885 - mmaction - INFO - Epoch [81][860/1492] lr: 1.000e-04, eta: 8:53:40, time: 1.104, data_time: 0.007, memory: 5812, loss_cls: 5.7921, loss: 5.7921, grad_norm: 6.2550 2020-10-25 00:44:13,666 - mmaction - INFO - Epoch [81][880/1492] lr: 1.000e-04, eta: 8:53:18, time: 1.142, data_time: 0.006, memory: 5812, loss_cls: 6.0408, loss: 6.0408, grad_norm: 6.3897 2020-10-25 00:44:35,190 - mmaction - INFO - Epoch [81][900/1492] lr: 1.000e-04, eta: 8:52:55, time: 1.077, data_time: 0.002, memory: 5812, loss_cls: 5.8698, loss: 5.8698, grad_norm: 6.1822 2020-10-25 00:44:57,089 - mmaction - INFO - Epoch [81][920/1492] lr: 1.000e-04, eta: 8:52:33, time: 1.088, data_time: 0.003, memory: 5812, loss_cls: 5.8322, loss: 5.8322, grad_norm: 6.1138 2020-10-25 00:45:19,843 - mmaction - INFO - Epoch [81][940/1492] lr: 1.000e-04, eta: 8:52:11, time: 1.136, data_time: 0.008, memory: 5812, loss_cls: 5.8623, loss: 5.8623, grad_norm: 6.1212 2020-10-25 00:45:42,160 - mmaction - INFO - Epoch [81][960/1492] lr: 1.000e-04, eta: 8:51:49, time: 1.124, data_time: 0.011, memory: 5812, loss_cls: 5.9927, loss: 5.9927, grad_norm: 6.2353 2020-10-25 00:46:04,757 - mmaction - INFO - Epoch [81][980/1492] lr: 1.000e-04, eta: 8:51:27, time: 1.128, data_time: 0.002, memory: 5812, loss_cls: 5.9085, loss: 5.9085, grad_norm: 6.2437 2020-10-25 00:46:27,185 - mmaction - INFO - Epoch [81][1000/1492] lr: 1.000e-04, eta: 8:51:05, time: 1.121, data_time: 0.005, memory: 5812, loss_cls: 5.7919, loss: 5.7919, grad_norm: 6.0789 2020-10-25 00:46:49,874 - mmaction - INFO - Epoch [81][1020/1492] lr: 1.000e-04, eta: 8:50:43, time: 1.135, data_time: 0.004, memory: 5812, loss_cls: 5.8898, loss: 5.8898, grad_norm: 6.2675 2020-10-25 00:47:12,633 - mmaction - INFO - Epoch [81][1040/1492] lr: 1.000e-04, eta: 8:50:21, time: 1.135, data_time: 0.003, memory: 5812, loss_cls: 5.8841, loss: 5.8841, grad_norm: 6.2770 2020-10-25 00:47:35,533 - mmaction - INFO - Epoch [81][1060/1492] lr: 1.000e-04, eta: 8:49:59, time: 1.147, data_time: 0.011, memory: 5812, loss_cls: 5.9108, loss: 5.9108, grad_norm: 6.1228 2020-10-25 00:47:56,840 - mmaction - INFO - Epoch [81][1080/1492] lr: 1.000e-04, eta: 8:49:37, time: 1.066, data_time: 0.004, memory: 5812, loss_cls: 6.0281, loss: 6.0281, grad_norm: 6.2415 2020-10-25 00:48:18,887 - mmaction - INFO - Epoch [81][1100/1492] lr: 1.000e-04, eta: 8:49:15, time: 1.102, data_time: 0.008, memory: 5812, loss_cls: 5.8845, loss: 5.8845, grad_norm: 6.3134 2020-10-25 00:48:41,502 - mmaction - INFO - Epoch [81][1120/1492] lr: 1.000e-04, eta: 8:48:53, time: 1.128, data_time: 0.003, memory: 5812, loss_cls: 5.8444, loss: 5.8444, grad_norm: 6.1884 2020-10-25 00:49:04,169 - mmaction - INFO - Epoch [81][1140/1492] lr: 1.000e-04, eta: 8:48:31, time: 1.138, data_time: 0.006, memory: 5812, loss_cls: 5.9915, loss: 5.9915, grad_norm: 6.3177 2020-10-25 00:49:26,987 - mmaction - INFO - Epoch [81][1160/1492] lr: 1.000e-04, eta: 8:48:09, time: 1.136, data_time: 0.001, memory: 5812, loss_cls: 5.8565, loss: 5.8565, grad_norm: 6.1963 2020-10-25 00:49:49,504 - mmaction - INFO - Epoch [81][1180/1492] lr: 1.000e-04, eta: 8:47:47, time: 1.131, data_time: 0.009, memory: 5812, loss_cls: 5.8329, loss: 5.8329, grad_norm: 6.2080 2020-10-25 00:50:12,308 - mmaction - INFO - Epoch [81][1200/1492] lr: 1.000e-04, eta: 8:47:25, time: 1.137, data_time: 0.002, memory: 5812, loss_cls: 5.9129, loss: 5.9129, grad_norm: 6.2891 2020-10-25 00:50:34,419 - mmaction - INFO - Epoch [81][1220/1492] lr: 1.000e-04, eta: 8:47:03, time: 1.108, data_time: 0.004, memory: 5812, loss_cls: 5.8398, loss: 5.8398, grad_norm: 6.2018 2020-10-25 00:50:56,686 - mmaction - INFO - Epoch [81][1240/1492] lr: 1.000e-04, eta: 8:46:41, time: 1.113, data_time: 0.004, memory: 5812, loss_cls: 5.9196, loss: 5.9196, grad_norm: 6.2770 2020-10-25 00:51:19,364 - mmaction - INFO - Epoch [81][1260/1492] lr: 1.000e-04, eta: 8:46:19, time: 1.133, data_time: 0.002, memory: 5812, loss_cls: 5.8384, loss: 5.8384, grad_norm: 6.2454 2020-10-25 00:51:41,641 - mmaction - INFO - Epoch [81][1280/1492] lr: 1.000e-04, eta: 8:45:57, time: 1.112, data_time: 0.003, memory: 5812, loss_cls: 5.8625, loss: 5.8625, grad_norm: 6.2606 2020-10-25 00:52:04,531 - mmaction - INFO - Epoch [81][1300/1492] lr: 1.000e-04, eta: 8:45:35, time: 1.139, data_time: 0.005, memory: 5812, loss_cls: 5.9511, loss: 5.9511, grad_norm: 6.3385 2020-10-25 00:52:27,356 - mmaction - INFO - Epoch [81][1320/1492] lr: 1.000e-04, eta: 8:45:13, time: 1.144, data_time: 0.011, memory: 5812, loss_cls: 5.9053, loss: 5.9053, grad_norm: 6.2008 2020-10-25 00:52:49,711 - mmaction - INFO - Epoch [81][1340/1492] lr: 1.000e-04, eta: 8:44:51, time: 1.118, data_time: 0.007, memory: 5812, loss_cls: 5.8317, loss: 5.8317, grad_norm: 6.2621 2020-10-25 00:53:12,057 - mmaction - INFO - Epoch [81][1360/1492] lr: 1.000e-04, eta: 8:44:29, time: 1.122, data_time: 0.007, memory: 5812, loss_cls: 5.8558, loss: 5.8558, grad_norm: 6.3034 2020-10-25 00:53:33,648 - mmaction - INFO - Epoch [81][1380/1492] lr: 1.000e-04, eta: 8:44:07, time: 1.078, data_time: 0.002, memory: 5812, loss_cls: 5.9990, loss: 5.9990, grad_norm: 6.4046 2020-10-25 00:53:55,793 - mmaction - INFO - Epoch [81][1400/1492] lr: 1.000e-04, eta: 8:43:45, time: 1.109, data_time: 0.003, memory: 5812, loss_cls: 5.8539, loss: 5.8539, grad_norm: 6.2220 2020-10-25 00:54:18,671 - mmaction - INFO - Epoch [81][1420/1492] lr: 1.000e-04, eta: 8:43:23, time: 1.144, data_time: 0.002, memory: 5812, loss_cls: 5.8655, loss: 5.8655, grad_norm: 6.1787 2020-10-25 00:54:41,237 - mmaction - INFO - Epoch [81][1440/1492] lr: 1.000e-04, eta: 8:43:01, time: 1.128, data_time: 0.001, memory: 5812, loss_cls: 5.8613, loss: 5.8613, grad_norm: 6.0950 2020-10-25 00:55:03,291 - mmaction - INFO - Epoch [81][1460/1492] lr: 1.000e-04, eta: 8:42:39, time: 1.103, data_time: 0.002, memory: 5812, loss_cls: 5.9124, loss: 5.9124, grad_norm: 6.1805 2020-10-25 00:55:25,319 - mmaction - INFO - Epoch [81][1480/1492] lr: 1.000e-04, eta: 8:42:17, time: 1.099, data_time: 0.002, memory: 5812, loss_cls: 5.9901, loss: 5.9901, grad_norm: 6.3513 2020-10-25 00:56:13,760 - mmaction - INFO - Epoch [82][20/1492] lr: 1.000e-04, eta: 8:41:42, time: 1.797, data_time: 0.847, memory: 5812, loss_cls: 5.9313, loss: 5.9313, grad_norm: 6.3123 2020-10-25 00:56:35,999 - mmaction - INFO - Epoch [82][40/1492] lr: 1.000e-04, eta: 8:41:19, time: 1.113, data_time: 0.006, memory: 5812, loss_cls: 5.9662, loss: 5.9662, grad_norm: 6.2422 2020-10-25 00:56:58,484 - mmaction - INFO - Epoch [82][60/1492] lr: 1.000e-04, eta: 8:40:57, time: 1.117, data_time: 0.002, memory: 5812, loss_cls: 5.8603, loss: 5.8603, grad_norm: 6.1704 2020-10-25 00:57:20,585 - mmaction - INFO - Epoch [82][80/1492] lr: 1.000e-04, eta: 8:40:35, time: 1.103, data_time: 0.011, memory: 5812, loss_cls: 5.9160, loss: 5.9160, grad_norm: 6.2688 2020-10-25 00:57:43,038 - mmaction - INFO - Epoch [82][100/1492] lr: 1.000e-04, eta: 8:40:13, time: 1.131, data_time: 0.012, memory: 5812, loss_cls: 5.8268, loss: 5.8268, grad_norm: 6.2525 2020-10-25 00:58:04,486 - mmaction - INFO - Epoch [82][120/1492] lr: 1.000e-04, eta: 8:39:51, time: 1.075, data_time: 0.005, memory: 5812, loss_cls: 5.8359, loss: 5.8359, grad_norm: 6.1407 2020-10-25 00:58:26,937 - mmaction - INFO - Epoch [82][140/1492] lr: 1.000e-04, eta: 8:39:29, time: 1.113, data_time: 0.001, memory: 5812, loss_cls: 5.8684, loss: 5.8684, grad_norm: 6.1087 2020-10-25 00:58:49,067 - mmaction - INFO - Epoch [82][160/1492] lr: 1.000e-04, eta: 8:39:07, time: 1.113, data_time: 0.011, memory: 5812, loss_cls: 5.8056, loss: 5.8056, grad_norm: 6.1977 2020-10-25 00:59:11,317 - mmaction - INFO - Epoch [82][180/1492] lr: 1.000e-04, eta: 8:38:45, time: 1.108, data_time: 0.004, memory: 5812, loss_cls: 5.7767, loss: 5.7767, grad_norm: 6.1136 2020-10-25 00:59:32,988 - mmaction - INFO - Epoch [82][200/1492] lr: 1.000e-04, eta: 8:38:23, time: 1.088, data_time: 0.009, memory: 5812, loss_cls: 5.8500, loss: 5.8500, grad_norm: 6.2053 2020-10-25 00:59:55,178 - mmaction - INFO - Epoch [82][220/1492] lr: 1.000e-04, eta: 8:38:01, time: 1.112, data_time: 0.005, memory: 5812, loss_cls: 5.7889, loss: 5.7889, grad_norm: 6.1832 2020-10-25 01:00:17,268 - mmaction - INFO - Epoch [82][240/1492] lr: 1.000e-04, eta: 8:37:38, time: 1.100, data_time: 0.006, memory: 5812, loss_cls: 5.8777, loss: 5.8777, grad_norm: 6.2281 2020-10-25 01:00:39,768 - mmaction - INFO - Epoch [82][260/1492] lr: 1.000e-04, eta: 8:37:16, time: 1.125, data_time: 0.009, memory: 5812, loss_cls: 5.8745, loss: 5.8745, grad_norm: 6.1933 2020-10-25 01:01:02,126 - mmaction - INFO - Epoch [82][280/1492] lr: 1.000e-04, eta: 8:36:54, time: 1.121, data_time: 0.010, memory: 5812, loss_cls: 5.8377, loss: 5.8377, grad_norm: 6.1980 2020-10-25 01:01:23,882 - mmaction - INFO - Epoch [82][300/1492] lr: 1.000e-04, eta: 8:36:32, time: 1.088, data_time: 0.004, memory: 5812, loss_cls: 5.9313, loss: 5.9313, grad_norm: 6.1975 2020-10-25 01:01:46,146 - mmaction - INFO - Epoch [82][320/1492] lr: 1.000e-04, eta: 8:36:10, time: 1.115, data_time: 0.006, memory: 5812, loss_cls: 5.9411, loss: 5.9411, grad_norm: 6.3241 2020-10-25 01:02:07,863 - mmaction - INFO - Epoch [82][340/1492] lr: 1.000e-04, eta: 8:35:48, time: 1.082, data_time: 0.001, memory: 5812, loss_cls: 5.8373, loss: 5.8373, grad_norm: 6.2222 2020-10-25 01:02:29,931 - mmaction - INFO - Epoch [82][360/1492] lr: 1.000e-04, eta: 8:35:26, time: 1.107, data_time: 0.006, memory: 5812, loss_cls: 5.8074, loss: 5.8074, grad_norm: 6.1966 2020-10-25 01:02:51,675 - mmaction - INFO - Epoch [82][380/1492] lr: 1.000e-04, eta: 8:35:04, time: 1.088, data_time: 0.005, memory: 5812, loss_cls: 5.8999, loss: 5.8999, grad_norm: 6.1807 2020-10-25 01:03:14,238 - mmaction - INFO - Epoch [82][400/1492] lr: 1.000e-04, eta: 8:34:42, time: 1.124, data_time: 0.005, memory: 5812, loss_cls: 5.8272, loss: 5.8272, grad_norm: 6.0638 2020-10-25 01:03:36,473 - mmaction - INFO - Epoch [82][420/1492] lr: 1.000e-04, eta: 8:34:20, time: 1.108, data_time: 0.010, memory: 5812, loss_cls: 5.8733, loss: 5.8733, grad_norm: 6.2514 2020-10-25 01:03:59,037 - mmaction - INFO - Epoch [82][440/1492] lr: 1.000e-04, eta: 8:33:58, time: 1.132, data_time: 0.013, memory: 5812, loss_cls: 5.9134, loss: 5.9134, grad_norm: 6.1602 2020-10-25 01:04:21,401 - mmaction - INFO - Epoch [82][460/1492] lr: 1.000e-04, eta: 8:33:36, time: 1.116, data_time: 0.006, memory: 5812, loss_cls: 5.8515, loss: 5.8515, grad_norm: 6.2291 2020-10-25 01:04:43,853 - mmaction - INFO - Epoch [82][480/1492] lr: 1.000e-04, eta: 8:33:14, time: 1.127, data_time: 0.008, memory: 5812, loss_cls: 5.8630, loss: 5.8630, grad_norm: 6.2732 2020-10-25 01:05:06,054 - mmaction - INFO - Epoch [82][500/1492] lr: 1.000e-04, eta: 8:32:52, time: 1.106, data_time: 0.002, memory: 5812, loss_cls: 5.7977, loss: 5.7977, grad_norm: 6.1633 2020-10-25 01:05:27,699 - mmaction - INFO - Epoch [82][520/1492] lr: 1.000e-04, eta: 8:32:29, time: 1.086, data_time: 0.006, memory: 5812, loss_cls: 5.8286, loss: 5.8286, grad_norm: 6.2685 2020-10-25 01:05:49,380 - mmaction - INFO - Epoch [82][540/1492] lr: 1.000e-04, eta: 8:32:07, time: 1.082, data_time: 0.007, memory: 5812, loss_cls: 5.8407, loss: 5.8407, grad_norm: 6.1971 2020-10-25 01:06:11,270 - mmaction - INFO - Epoch [82][560/1492] lr: 1.000e-04, eta: 8:31:45, time: 1.095, data_time: 0.005, memory: 5812, loss_cls: 5.8800, loss: 5.8800, grad_norm: 6.2833 2020-10-25 01:06:33,900 - mmaction - INFO - Epoch [82][580/1492] lr: 1.000e-04, eta: 8:31:23, time: 1.131, data_time: 0.003, memory: 5812, loss_cls: 6.0034, loss: 6.0034, grad_norm: 6.2955 2020-10-25 01:06:55,557 - mmaction - INFO - Epoch [82][600/1492] lr: 1.000e-04, eta: 8:31:01, time: 1.078, data_time: 0.002, memory: 5812, loss_cls: 5.9636, loss: 5.9636, grad_norm: 6.2768 2020-10-25 01:07:17,880 - mmaction - INFO - Epoch [82][620/1492] lr: 1.000e-04, eta: 8:30:39, time: 1.118, data_time: 0.008, memory: 5812, loss_cls: 5.7604, loss: 5.7604, grad_norm: 6.1488 2020-10-25 01:07:40,254 - mmaction - INFO - Epoch [82][640/1492] lr: 1.000e-04, eta: 8:30:17, time: 1.118, data_time: 0.005, memory: 5812, loss_cls: 5.8907, loss: 5.8907, grad_norm: 6.2541 2020-10-25 01:08:01,841 - mmaction - INFO - Epoch [82][660/1492] lr: 1.000e-04, eta: 8:29:55, time: 1.083, data_time: 0.007, memory: 5812, loss_cls: 5.9748, loss: 5.9748, grad_norm: 6.2014 2020-10-25 01:08:23,933 - mmaction - INFO - Epoch [82][680/1492] lr: 1.000e-04, eta: 8:29:32, time: 1.102, data_time: 0.003, memory: 5812, loss_cls: 5.7930, loss: 5.7930, grad_norm: 6.2064 2020-10-25 01:08:46,439 - mmaction - INFO - Epoch [82][700/1492] lr: 1.000e-04, eta: 8:29:10, time: 1.126, data_time: 0.005, memory: 5812, loss_cls: 5.9261, loss: 5.9261, grad_norm: 6.2025 2020-10-25 01:09:08,578 - mmaction - INFO - Epoch [82][720/1492] lr: 1.000e-04, eta: 8:28:48, time: 1.105, data_time: 0.003, memory: 5812, loss_cls: 5.9065, loss: 5.9065, grad_norm: 6.2717 2020-10-25 01:09:30,517 - mmaction - INFO - Epoch [82][740/1492] lr: 1.000e-04, eta: 8:28:26, time: 1.099, data_time: 0.006, memory: 5812, loss_cls: 5.9978, loss: 5.9978, grad_norm: 6.3550 2020-10-25 01:09:52,328 - mmaction - INFO - Epoch [82][760/1492] lr: 1.000e-04, eta: 8:28:04, time: 1.087, data_time: 0.001, memory: 5812, loss_cls: 5.8553, loss: 5.8553, grad_norm: 6.2423 2020-10-25 01:10:14,623 - mmaction - INFO - Epoch [82][780/1492] lr: 1.000e-04, eta: 8:27:42, time: 1.116, data_time: 0.007, memory: 5812, loss_cls: 5.8970, loss: 5.8970, grad_norm: 6.2090 2020-10-25 01:10:36,796 - mmaction - INFO - Epoch [82][800/1492] lr: 1.000e-04, eta: 8:27:20, time: 1.112, data_time: 0.008, memory: 5812, loss_cls: 5.9544, loss: 5.9544, grad_norm: 6.2208 2020-10-25 01:10:59,087 - mmaction - INFO - Epoch [82][820/1492] lr: 1.000e-04, eta: 8:26:58, time: 1.113, data_time: 0.002, memory: 5812, loss_cls: 6.0170, loss: 6.0170, grad_norm: 6.3724 2020-10-25 01:11:21,376 - mmaction - INFO - Epoch [82][840/1492] lr: 1.000e-04, eta: 8:26:36, time: 1.116, data_time: 0.005, memory: 5812, loss_cls: 5.8237, loss: 5.8237, grad_norm: 6.1159 2020-10-25 01:11:43,959 - mmaction - INFO - Epoch [82][860/1492] lr: 1.000e-04, eta: 8:26:14, time: 1.130, data_time: 0.003, memory: 5812, loss_cls: 5.9531, loss: 5.9531, grad_norm: 6.3272 2020-10-25 01:12:05,318 - mmaction - INFO - Epoch [82][880/1492] lr: 1.000e-04, eta: 8:25:52, time: 1.068, data_time: 0.003, memory: 5812, loss_cls: 5.8170, loss: 5.8170, grad_norm: 6.1123 2020-10-25 01:12:27,318 - mmaction - INFO - Epoch [82][900/1492] lr: 1.000e-04, eta: 8:25:29, time: 1.099, data_time: 0.002, memory: 5812, loss_cls: 5.8960, loss: 5.8960, grad_norm: 6.2487 2020-10-25 01:12:49,208 - mmaction - INFO - Epoch [82][920/1492] lr: 1.000e-04, eta: 8:25:07, time: 1.095, data_time: 0.004, memory: 5812, loss_cls: 5.9834, loss: 5.9834, grad_norm: 6.2196 2020-10-25 01:13:11,789 - mmaction - INFO - Epoch [82][940/1492] lr: 1.000e-04, eta: 8:24:45, time: 1.128, data_time: 0.003, memory: 5812, loss_cls: 6.0367, loss: 6.0367, grad_norm: 6.3434 2020-10-25 01:13:34,176 - mmaction - INFO - Epoch [82][960/1492] lr: 1.000e-04, eta: 8:24:23, time: 1.116, data_time: 0.002, memory: 5812, loss_cls: 5.8558, loss: 5.8558, grad_norm: 6.1165 2020-10-25 01:13:55,541 - mmaction - INFO - Epoch [82][980/1492] lr: 1.000e-04, eta: 8:24:01, time: 1.066, data_time: 0.005, memory: 5812, loss_cls: 5.8728, loss: 5.8728, grad_norm: 6.2828 2020-10-25 01:14:17,974 - mmaction - INFO - Epoch [82][1000/1492] lr: 1.000e-04, eta: 8:23:39, time: 1.127, data_time: 0.008, memory: 5812, loss_cls: 5.8516, loss: 5.8516, grad_norm: 6.1103 2020-10-25 01:14:40,062 - mmaction - INFO - Epoch [82][1020/1492] lr: 1.000e-04, eta: 8:23:17, time: 1.099, data_time: 0.002, memory: 5812, loss_cls: 5.9395, loss: 5.9395, grad_norm: 6.2252 2020-10-25 01:15:01,937 - mmaction - INFO - Epoch [82][1040/1492] lr: 1.000e-04, eta: 8:22:55, time: 1.094, data_time: 0.007, memory: 5812, loss_cls: 5.9875, loss: 5.9875, grad_norm: 6.2628 2020-10-25 01:15:23,772 - mmaction - INFO - Epoch [82][1060/1492] lr: 1.000e-04, eta: 8:22:32, time: 1.097, data_time: 0.007, memory: 5812, loss_cls: 5.8798, loss: 5.8798, grad_norm: 6.1463 2020-10-25 01:15:46,218 - mmaction - INFO - Epoch [82][1080/1492] lr: 1.000e-04, eta: 8:22:10, time: 1.116, data_time: 0.002, memory: 5812, loss_cls: 5.7442, loss: 5.7442, grad_norm: 6.1809 2020-10-25 01:16:07,771 - mmaction - INFO - Epoch [82][1100/1492] lr: 1.000e-04, eta: 8:21:48, time: 1.084, data_time: 0.009, memory: 5812, loss_cls: 5.8054, loss: 5.8054, grad_norm: 6.1206 2020-10-25 01:16:30,640 - mmaction - INFO - Epoch [82][1120/1492] lr: 1.000e-04, eta: 8:21:26, time: 1.144, data_time: 0.005, memory: 5812, loss_cls: 5.9522, loss: 5.9522, grad_norm: 6.2313 2020-10-25 01:16:52,793 - mmaction - INFO - Epoch [82][1140/1492] lr: 1.000e-04, eta: 8:21:04, time: 1.102, data_time: 0.003, memory: 5812, loss_cls: 5.8394, loss: 5.8394, grad_norm: 6.1620 2020-10-25 01:17:14,924 - mmaction - INFO - Epoch [82][1160/1492] lr: 1.000e-04, eta: 8:20:42, time: 1.110, data_time: 0.007, memory: 5812, loss_cls: 5.9985, loss: 5.9985, grad_norm: 6.3384 2020-10-25 01:17:36,481 - mmaction - INFO - Epoch [82][1180/1492] lr: 1.000e-04, eta: 8:20:20, time: 1.078, data_time: 0.004, memory: 5812, loss_cls: 5.8865, loss: 5.8865, grad_norm: 6.2487 2020-10-25 01:17:58,837 - mmaction - INFO - Epoch [82][1200/1492] lr: 1.000e-04, eta: 8:19:58, time: 1.119, data_time: 0.003, memory: 5812, loss_cls: 5.7596, loss: 5.7596, grad_norm: 6.2104 2020-10-25 01:18:20,726 - mmaction - INFO - Epoch [82][1220/1492] lr: 1.000e-04, eta: 8:19:36, time: 1.087, data_time: 0.002, memory: 5812, loss_cls: 5.9100, loss: 5.9100, grad_norm: 6.2650 2020-10-25 01:18:42,649 - mmaction - INFO - Epoch [82][1240/1492] lr: 1.000e-04, eta: 8:19:14, time: 1.102, data_time: 0.011, memory: 5812, loss_cls: 5.8972, loss: 5.8972, grad_norm: 6.1708 2020-10-25 01:19:05,122 - mmaction - INFO - Epoch [82][1260/1492] lr: 1.000e-04, eta: 8:18:52, time: 1.122, data_time: 0.005, memory: 5812, loss_cls: 5.9110, loss: 5.9110, grad_norm: 6.2323 2020-10-25 01:19:26,634 - mmaction - INFO - Epoch [82][1280/1492] lr: 1.000e-04, eta: 8:18:29, time: 1.075, data_time: 0.005, memory: 5812, loss_cls: 5.9333, loss: 5.9333, grad_norm: 6.2394 2020-10-25 01:19:48,676 - mmaction - INFO - Epoch [82][1300/1492] lr: 1.000e-04, eta: 8:18:07, time: 1.104, data_time: 0.008, memory: 5812, loss_cls: 5.9181, loss: 5.9181, grad_norm: 6.3210 2020-10-25 01:20:10,776 - mmaction - INFO - Epoch [82][1320/1492] lr: 1.000e-04, eta: 8:17:45, time: 1.099, data_time: 0.002, memory: 5812, loss_cls: 5.8275, loss: 5.8275, grad_norm: 6.2352 2020-10-25 01:20:33,120 - mmaction - INFO - Epoch [82][1340/1492] lr: 1.000e-04, eta: 8:17:23, time: 1.117, data_time: 0.009, memory: 5812, loss_cls: 6.0206, loss: 6.0206, grad_norm: 6.3446 2020-10-25 01:20:55,678 - mmaction - INFO - Epoch [82][1360/1492] lr: 1.000e-04, eta: 8:17:01, time: 1.135, data_time: 0.012, memory: 5812, loss_cls: 5.8540, loss: 5.8540, grad_norm: 6.1621 2020-10-25 01:21:17,154 - mmaction - INFO - Epoch [82][1380/1492] lr: 1.000e-04, eta: 8:16:39, time: 1.069, data_time: 0.002, memory: 5812, loss_cls: 5.9712, loss: 5.9712, grad_norm: 6.2345 2020-10-25 01:21:39,513 - mmaction - INFO - Epoch [82][1400/1492] lr: 1.000e-04, eta: 8:16:17, time: 1.117, data_time: 0.007, memory: 5812, loss_cls: 5.8182, loss: 5.8182, grad_norm: 6.1326 2020-10-25 01:22:01,647 - mmaction - INFO - Epoch [82][1420/1492] lr: 1.000e-04, eta: 8:15:55, time: 1.108, data_time: 0.013, memory: 5812, loss_cls: 5.8823, loss: 5.8823, grad_norm: 6.2219 2020-10-25 01:22:23,350 - mmaction - INFO - Epoch [82][1440/1492] lr: 1.000e-04, eta: 8:15:33, time: 1.083, data_time: 0.006, memory: 5812, loss_cls: 5.9088, loss: 5.9088, grad_norm: 6.2749 2020-10-25 01:22:45,149 - mmaction - INFO - Epoch [82][1460/1492] lr: 1.000e-04, eta: 8:15:10, time: 1.097, data_time: 0.008, memory: 5812, loss_cls: 5.9268, loss: 5.9268, grad_norm: 6.2211 2020-10-25 01:23:06,747 - mmaction - INFO - Epoch [82][1480/1492] lr: 1.000e-04, eta: 8:14:48, time: 1.080, data_time: 0.001, memory: 5812, loss_cls: 5.9449, loss: 5.9449, grad_norm: 6.2207 2020-10-25 01:23:58,754 - mmaction - INFO - Epoch [83][20/1492] lr: 1.000e-04, eta: 8:14:14, time: 1.944, data_time: 0.818, memory: 5812, loss_cls: 5.9135, loss: 5.9135, grad_norm: 6.2807 2020-10-25 01:24:22,696 - mmaction - INFO - Epoch [83][40/1492] lr: 1.000e-04, eta: 8:13:52, time: 1.196, data_time: 0.009, memory: 5812, loss_cls: 5.8881, loss: 5.8881, grad_norm: 6.3892 2020-10-25 01:24:44,766 - mmaction - INFO - Epoch [83][60/1492] lr: 1.000e-04, eta: 8:13:30, time: 1.096, data_time: 0.005, memory: 5812, loss_cls: 5.8823, loss: 5.8823, grad_norm: 6.1567 2020-10-25 01:25:06,359 - mmaction - INFO - Epoch [83][80/1492] lr: 1.000e-04, eta: 8:13:08, time: 1.089, data_time: 0.010, memory: 5812, loss_cls: 5.9126, loss: 5.9126, grad_norm: 6.1636 2020-10-25 01:25:28,392 - mmaction - INFO - Epoch [83][100/1492] lr: 1.000e-04, eta: 8:12:45, time: 1.100, data_time: 0.003, memory: 5812, loss_cls: 5.9266, loss: 5.9266, grad_norm: 6.3517 2020-10-25 01:25:49,899 - mmaction - INFO - Epoch [83][120/1492] lr: 1.000e-04, eta: 8:12:23, time: 1.075, data_time: 0.005, memory: 5812, loss_cls: 5.7586, loss: 5.7586, grad_norm: 6.2231 2020-10-25 01:26:12,303 - mmaction - INFO - Epoch [83][140/1492] lr: 1.000e-04, eta: 8:12:01, time: 1.114, data_time: 0.004, memory: 5812, loss_cls: 6.0299, loss: 6.0299, grad_norm: 6.3071 2020-10-25 01:26:34,520 - mmaction - INFO - Epoch [83][160/1492] lr: 1.000e-04, eta: 8:11:39, time: 1.119, data_time: 0.011, memory: 5812, loss_cls: 5.8894, loss: 5.8894, grad_norm: 6.2084 2020-10-25 01:26:56,555 - mmaction - INFO - Epoch [83][180/1492] lr: 1.000e-04, eta: 8:11:17, time: 1.094, data_time: 0.002, memory: 5812, loss_cls: 6.0181, loss: 6.0181, grad_norm: 6.3771 2020-10-25 01:27:18,702 - mmaction - INFO - Epoch [83][200/1492] lr: 1.000e-04, eta: 8:10:55, time: 1.114, data_time: 0.011, memory: 5812, loss_cls: 5.8385, loss: 5.8385, grad_norm: 6.2056 2020-10-25 01:27:40,628 - mmaction - INFO - Epoch [83][220/1492] lr: 1.000e-04, eta: 8:10:33, time: 1.095, data_time: 0.004, memory: 5812, loss_cls: 5.9399, loss: 5.9399, grad_norm: 6.2030 2020-10-25 01:28:02,474 - mmaction - INFO - Epoch [83][240/1492] lr: 1.000e-04, eta: 8:10:11, time: 1.095, data_time: 0.006, memory: 5812, loss_cls: 5.8607, loss: 5.8607, grad_norm: 6.3300 2020-10-25 01:28:24,476 - mmaction - INFO - Epoch [83][260/1492] lr: 1.000e-04, eta: 8:09:48, time: 1.099, data_time: 0.004, memory: 5812, loss_cls: 5.8984, loss: 5.8984, grad_norm: 6.2921 2020-10-25 01:28:46,153 - mmaction - INFO - Epoch [83][280/1492] lr: 1.000e-04, eta: 8:09:26, time: 1.081, data_time: 0.004, memory: 5812, loss_cls: 6.0309, loss: 6.0309, grad_norm: 6.4263 2020-10-25 01:29:08,411 - mmaction - INFO - Epoch [83][300/1492] lr: 1.000e-04, eta: 8:09:04, time: 1.116, data_time: 0.006, memory: 5812, loss_cls: 5.8240, loss: 5.8240, grad_norm: 6.2770 2020-10-25 01:29:30,738 - mmaction - INFO - Epoch [83][320/1492] lr: 1.000e-04, eta: 8:08:42, time: 1.118, data_time: 0.004, memory: 5812, loss_cls: 5.7106, loss: 5.7106, grad_norm: 6.1685 2020-10-25 01:29:52,624 - mmaction - INFO - Epoch [83][340/1492] lr: 1.000e-04, eta: 8:08:20, time: 1.093, data_time: 0.001, memory: 5812, loss_cls: 5.9789, loss: 5.9789, grad_norm: 6.3173 2020-10-25 01:30:14,545 - mmaction - INFO - Epoch [83][360/1492] lr: 1.000e-04, eta: 8:07:58, time: 1.096, data_time: 0.003, memory: 5812, loss_cls: 5.8450, loss: 5.8450, grad_norm: 6.1138 2020-10-25 01:30:36,042 - mmaction - INFO - Epoch [83][380/1492] lr: 1.000e-04, eta: 8:07:36, time: 1.076, data_time: 0.004, memory: 5812, loss_cls: 5.9286, loss: 5.9286, grad_norm: 6.2298 2020-10-25 01:30:57,885 - mmaction - INFO - Epoch [83][400/1492] lr: 1.000e-04, eta: 8:07:13, time: 1.086, data_time: 0.005, memory: 5812, loss_cls: 5.8734, loss: 5.8734, grad_norm: 6.2648 2020-10-25 01:31:19,445 - mmaction - INFO - Epoch [83][420/1492] lr: 1.000e-04, eta: 8:06:51, time: 1.084, data_time: 0.010, memory: 5812, loss_cls: 5.8486, loss: 5.8486, grad_norm: 6.2135 2020-10-25 01:31:41,973 - mmaction - INFO - Epoch [83][440/1492] lr: 1.000e-04, eta: 8:06:29, time: 1.127, data_time: 0.003, memory: 5812, loss_cls: 5.9618, loss: 5.9618, grad_norm: 6.3313 2020-10-25 01:32:04,030 - mmaction - INFO - Epoch [83][460/1492] lr: 1.000e-04, eta: 8:06:07, time: 1.101, data_time: 0.004, memory: 5812, loss_cls: 5.9231, loss: 5.9231, grad_norm: 6.2890 2020-10-25 01:32:25,644 - mmaction - INFO - Epoch [83][480/1492] lr: 1.000e-04, eta: 8:05:45, time: 1.079, data_time: 0.007, memory: 5812, loss_cls: 5.8014, loss: 5.8014, grad_norm: 6.2029 2020-10-25 01:32:47,751 - mmaction - INFO - Epoch [83][500/1492] lr: 1.000e-04, eta: 8:05:23, time: 1.107, data_time: 0.007, memory: 5812, loss_cls: 5.9634, loss: 5.9634, grad_norm: 6.3473 2020-10-25 01:33:09,650 - mmaction - INFO - Epoch [83][520/1492] lr: 1.000e-04, eta: 8:05:01, time: 1.092, data_time: 0.004, memory: 5812, loss_cls: 5.9184, loss: 5.9184, grad_norm: 6.1914 2020-10-25 01:33:30,737 - mmaction - INFO - Epoch [83][540/1492] lr: 1.000e-04, eta: 8:04:38, time: 1.055, data_time: 0.007, memory: 5812, loss_cls: 5.9997, loss: 5.9997, grad_norm: 6.3630 2020-10-25 01:33:52,809 - mmaction - INFO - Epoch [83][560/1492] lr: 1.000e-04, eta: 8:04:16, time: 1.095, data_time: 0.008, memory: 5812, loss_cls: 5.8732, loss: 5.8732, grad_norm: 6.2323 2020-10-25 01:34:14,961 - mmaction - INFO - Epoch [83][580/1492] lr: 1.000e-04, eta: 8:03:54, time: 1.117, data_time: 0.016, memory: 5812, loss_cls: 5.8642, loss: 5.8642, grad_norm: 6.1681 2020-10-25 01:34:36,987 - mmaction - INFO - Epoch [83][600/1492] lr: 1.000e-04, eta: 8:03:32, time: 1.103, data_time: 0.006, memory: 5812, loss_cls: 5.7731, loss: 5.7731, grad_norm: 6.0981 2020-10-25 01:34:59,417 - mmaction - INFO - Epoch [83][620/1492] lr: 1.000e-04, eta: 8:03:10, time: 1.124, data_time: 0.004, memory: 5812, loss_cls: 5.8403, loss: 5.8403, grad_norm: 6.2068 2020-10-25 01:35:20,951 - mmaction - INFO - Epoch [83][640/1492] lr: 1.000e-04, eta: 8:02:48, time: 1.073, data_time: 0.004, memory: 5812, loss_cls: 5.9200, loss: 5.9200, grad_norm: 6.1683 2020-10-25 01:35:42,383 - mmaction - INFO - Epoch [83][660/1492] lr: 1.000e-04, eta: 8:02:26, time: 1.076, data_time: 0.006, memory: 5812, loss_cls: 5.9988, loss: 5.9988, grad_norm: 6.3040 2020-10-25 01:36:04,068 - mmaction - INFO - Epoch [83][680/1492] lr: 1.000e-04, eta: 8:02:03, time: 1.082, data_time: 0.002, memory: 5812, loss_cls: 5.8042, loss: 5.8042, grad_norm: 6.1436 2020-10-25 01:36:26,520 - mmaction - INFO - Epoch [83][700/1492] lr: 1.000e-04, eta: 8:01:41, time: 1.121, data_time: 0.005, memory: 5812, loss_cls: 5.8160, loss: 5.8160, grad_norm: 6.1488 2020-10-25 01:36:47,217 - mmaction - INFO - Epoch [83][720/1492] lr: 1.000e-04, eta: 8:01:19, time: 1.030, data_time: 0.006, memory: 5812, loss_cls: 5.7940, loss: 5.7940, grad_norm: 6.2182 2020-10-25 01:37:09,253 - mmaction - INFO - Epoch [83][740/1492] lr: 1.000e-04, eta: 8:00:57, time: 1.111, data_time: 0.009, memory: 5812, loss_cls: 5.9868, loss: 5.9868, grad_norm: 6.3901 2020-10-25 01:37:30,740 - mmaction - INFO - Epoch [83][760/1492] lr: 1.000e-04, eta: 8:00:35, time: 1.071, data_time: 0.003, memory: 5812, loss_cls: 5.8560, loss: 5.8560, grad_norm: 6.2845 2020-10-25 01:37:52,218 - mmaction - INFO - Epoch [83][780/1492] lr: 1.000e-04, eta: 8:00:12, time: 1.073, data_time: 0.005, memory: 5812, loss_cls: 5.9124, loss: 5.9124, grad_norm: 6.2279 2020-10-25 01:38:13,567 - mmaction - INFO - Epoch [83][800/1492] lr: 1.000e-04, eta: 7:59:50, time: 1.070, data_time: 0.006, memory: 5812, loss_cls: 5.9431, loss: 5.9431, grad_norm: 6.2966 2020-10-25 01:38:35,372 - mmaction - INFO - Epoch [83][820/1492] lr: 1.000e-04, eta: 7:59:28, time: 1.091, data_time: 0.003, memory: 5812, loss_cls: 5.8547, loss: 5.8547, grad_norm: 6.2109 2020-10-25 01:38:57,269 - mmaction - INFO - Epoch [83][840/1492] lr: 1.000e-04, eta: 7:59:06, time: 1.096, data_time: 0.008, memory: 5812, loss_cls: 5.8961, loss: 5.8961, grad_norm: 6.3298 2020-10-25 01:39:19,173 - mmaction - INFO - Epoch [83][860/1492] lr: 1.000e-04, eta: 7:58:44, time: 1.090, data_time: 0.002, memory: 5812, loss_cls: 5.8764, loss: 5.8764, grad_norm: 6.2181 2020-10-25 01:39:40,696 - mmaction - INFO - Epoch [83][880/1492] lr: 1.000e-04, eta: 7:58:21, time: 1.081, data_time: 0.009, memory: 5812, loss_cls: 5.9027, loss: 5.9027, grad_norm: 6.3865 2020-10-25 01:40:02,351 - mmaction - INFO - Epoch [83][900/1492] lr: 1.000e-04, eta: 7:57:59, time: 1.076, data_time: 0.001, memory: 5812, loss_cls: 5.9415, loss: 5.9415, grad_norm: 6.2545 2020-10-25 01:40:24,082 - mmaction - INFO - Epoch [83][920/1492] lr: 1.000e-04, eta: 7:57:37, time: 1.093, data_time: 0.009, memory: 5812, loss_cls: 5.9019, loss: 5.9019, grad_norm: 6.3311 2020-10-25 01:40:46,222 - mmaction - INFO - Epoch [83][940/1492] lr: 1.000e-04, eta: 7:57:15, time: 1.105, data_time: 0.002, memory: 5812, loss_cls: 5.9005, loss: 5.9005, grad_norm: 6.3461 2020-10-25 01:41:08,022 - mmaction - INFO - Epoch [83][960/1492] lr: 1.000e-04, eta: 7:56:53, time: 1.083, data_time: 0.006, memory: 5812, loss_cls: 5.8591, loss: 5.8591, grad_norm: 6.3289 2020-10-25 01:41:30,301 - mmaction - INFO - Epoch [83][980/1492] lr: 1.000e-04, eta: 7:56:31, time: 1.119, data_time: 0.012, memory: 5812, loss_cls: 5.8404, loss: 5.8404, grad_norm: 6.1865 2020-10-25 01:41:52,382 - mmaction - INFO - Epoch [83][1000/1492] lr: 1.000e-04, eta: 7:56:09, time: 1.104, data_time: 0.010, memory: 5812, loss_cls: 5.8385, loss: 5.8385, grad_norm: 6.2919 2020-10-25 01:42:14,145 - mmaction - INFO - Epoch [83][1020/1492] lr: 1.000e-04, eta: 7:55:47, time: 1.092, data_time: 0.007, memory: 5812, loss_cls: 5.9632, loss: 5.9632, grad_norm: 6.3175 2020-10-25 01:42:36,387 - mmaction - INFO - Epoch [83][1040/1492] lr: 1.000e-04, eta: 7:55:24, time: 1.111, data_time: 0.002, memory: 5812, loss_cls: 5.9148, loss: 5.9148, grad_norm: 6.1812 2020-10-25 01:42:57,970 - mmaction - INFO - Epoch [83][1060/1492] lr: 1.000e-04, eta: 7:55:02, time: 1.079, data_time: 0.004, memory: 5812, loss_cls: 5.7660, loss: 5.7660, grad_norm: 6.1201 2020-10-25 01:43:19,989 - mmaction - INFO - Epoch [83][1080/1492] lr: 1.000e-04, eta: 7:54:40, time: 1.099, data_time: 0.008, memory: 5812, loss_cls: 5.8734, loss: 5.8734, grad_norm: 6.1555 2020-10-25 01:43:41,483 - mmaction - INFO - Epoch [83][1100/1492] lr: 1.000e-04, eta: 7:54:18, time: 1.073, data_time: 0.005, memory: 5812, loss_cls: 5.8527, loss: 5.8527, grad_norm: 6.3045 2020-10-25 01:44:03,331 - mmaction - INFO - Epoch [83][1120/1492] lr: 1.000e-04, eta: 7:53:56, time: 1.095, data_time: 0.006, memory: 5812, loss_cls: 5.8299, loss: 5.8299, grad_norm: 6.1464 2020-10-25 01:44:25,472 - mmaction - INFO - Epoch [83][1140/1492] lr: 1.000e-04, eta: 7:53:34, time: 1.100, data_time: 0.004, memory: 5812, loss_cls: 5.8698, loss: 5.8698, grad_norm: 6.3300 2020-10-25 01:44:47,125 - mmaction - INFO - Epoch [83][1160/1492] lr: 1.000e-04, eta: 7:53:11, time: 1.091, data_time: 0.011, memory: 5812, loss_cls: 5.8702, loss: 5.8702, grad_norm: 6.3051 2020-10-25 01:45:08,715 - mmaction - INFO - Epoch [83][1180/1492] lr: 1.000e-04, eta: 7:52:49, time: 1.078, data_time: 0.006, memory: 5812, loss_cls: 5.8789, loss: 5.8789, grad_norm: 6.3402 2020-10-25 01:45:30,675 - mmaction - INFO - Epoch [83][1200/1492] lr: 1.000e-04, eta: 7:52:27, time: 1.096, data_time: 0.003, memory: 5812, loss_cls: 5.9183, loss: 5.9183, grad_norm: 6.2964 2020-10-25 01:45:51,597 - mmaction - INFO - Epoch [83][1220/1492] lr: 1.000e-04, eta: 7:52:05, time: 1.050, data_time: 0.006, memory: 5812, loss_cls: 5.8967, loss: 5.8967, grad_norm: 6.3167 2020-10-25 01:46:13,876 - mmaction - INFO - Epoch [83][1240/1492] lr: 1.000e-04, eta: 7:51:43, time: 1.112, data_time: 0.003, memory: 5812, loss_cls: 5.8587, loss: 5.8587, grad_norm: 6.2023 2020-10-25 01:46:35,418 - mmaction - INFO - Epoch [83][1260/1492] lr: 1.000e-04, eta: 7:51:21, time: 1.080, data_time: 0.007, memory: 5812, loss_cls: 5.8488, loss: 5.8488, grad_norm: 6.1412 2020-10-25 01:46:57,086 - mmaction - INFO - Epoch [83][1280/1492] lr: 1.000e-04, eta: 7:50:58, time: 1.073, data_time: 0.001, memory: 5812, loss_cls: 5.8706, loss: 5.8706, grad_norm: 6.5044 2020-10-25 01:47:18,396 - mmaction - INFO - Epoch [83][1300/1492] lr: 1.000e-04, eta: 7:50:36, time: 1.069, data_time: 0.014, memory: 5812, loss_cls: 5.9136, loss: 5.9136, grad_norm: 6.2156 2020-10-25 01:47:39,866 - mmaction - INFO - Epoch [83][1320/1492] lr: 1.000e-04, eta: 7:50:14, time: 1.080, data_time: 0.009, memory: 5812, loss_cls: 5.8773, loss: 5.8773, grad_norm: 6.2388 2020-10-25 01:48:02,219 - mmaction - INFO - Epoch [83][1340/1492] lr: 1.000e-04, eta: 7:49:52, time: 1.116, data_time: 0.003, memory: 5812, loss_cls: 5.9076, loss: 5.9076, grad_norm: 6.3003 2020-10-25 01:48:23,723 - mmaction - INFO - Epoch [83][1360/1492] lr: 1.000e-04, eta: 7:49:30, time: 1.074, data_time: 0.002, memory: 5812, loss_cls: 5.9174, loss: 5.9174, grad_norm: 6.2059 2020-10-25 01:48:45,994 - mmaction - INFO - Epoch [83][1380/1492] lr: 1.000e-04, eta: 7:49:08, time: 1.114, data_time: 0.006, memory: 5812, loss_cls: 5.9189, loss: 5.9189, grad_norm: 6.2102 2020-10-25 01:49:07,595 - mmaction - INFO - Epoch [83][1400/1492] lr: 1.000e-04, eta: 7:48:45, time: 1.081, data_time: 0.003, memory: 5812, loss_cls: 5.8581, loss: 5.8581, grad_norm: 6.3423 2020-10-25 01:49:29,282 - mmaction - INFO - Epoch [83][1420/1492] lr: 1.000e-04, eta: 7:48:23, time: 1.081, data_time: 0.002, memory: 5812, loss_cls: 5.8635, loss: 5.8635, grad_norm: 6.1117 2020-10-25 01:49:51,734 - mmaction - INFO - Epoch [83][1440/1492] lr: 1.000e-04, eta: 7:48:01, time: 1.122, data_time: 0.006, memory: 5812, loss_cls: 5.9880, loss: 5.9880, grad_norm: 6.4217 2020-10-25 01:50:13,199 - mmaction - INFO - Epoch [83][1460/1492] lr: 1.000e-04, eta: 7:47:39, time: 1.074, data_time: 0.008, memory: 5812, loss_cls: 5.9366, loss: 5.9366, grad_norm: 6.3445 2020-10-25 01:50:34,555 - mmaction - INFO - Epoch [83][1480/1492] lr: 1.000e-04, eta: 7:47:17, time: 1.066, data_time: 0.007, memory: 5812, loss_cls: 5.9188, loss: 5.9188, grad_norm: 6.2845 2020-10-25 01:51:22,726 - mmaction - INFO - Epoch [84][20/1492] lr: 1.000e-04, eta: 7:46:41, time: 1.761, data_time: 1.238, memory: 5812, loss_cls: 5.8779, loss: 5.8779, grad_norm: 6.1105 2020-10-25 01:51:44,301 - mmaction - INFO - Epoch [84][40/1492] lr: 1.000e-04, eta: 7:46:19, time: 1.079, data_time: 0.480, memory: 5812, loss_cls: 5.8423, loss: 5.8423, grad_norm: 6.2279 2020-10-25 01:52:06,176 - mmaction - INFO - Epoch [84][60/1492] lr: 1.000e-04, eta: 7:45:57, time: 1.094, data_time: 0.514, memory: 5812, loss_cls: 5.8674, loss: 5.8674, grad_norm: 6.1634 2020-10-25 01:52:28,339 - mmaction - INFO - Epoch [84][80/1492] lr: 1.000e-04, eta: 7:45:35, time: 1.103, data_time: 0.500, memory: 5812, loss_cls: 5.8736, loss: 5.8736, grad_norm: 6.2109 2020-10-25 01:52:50,413 - mmaction - INFO - Epoch [84][100/1492] lr: 1.000e-04, eta: 7:45:13, time: 1.105, data_time: 0.391, memory: 5812, loss_cls: 5.9419, loss: 5.9419, grad_norm: 6.3295 2020-10-25 01:53:12,533 - mmaction - INFO - Epoch [84][120/1492] lr: 1.000e-04, eta: 7:44:51, time: 1.101, data_time: 0.275, memory: 5812, loss_cls: 5.9341, loss: 5.9341, grad_norm: 6.3135 2020-10-25 01:53:34,405 - mmaction - INFO - Epoch [84][140/1492] lr: 1.000e-04, eta: 7:44:28, time: 1.102, data_time: 0.030, memory: 5812, loss_cls: 5.9645, loss: 5.9645, grad_norm: 6.2893 2020-10-25 01:53:56,739 - mmaction - INFO - Epoch [84][160/1492] lr: 1.000e-04, eta: 7:44:06, time: 1.116, data_time: 0.003, memory: 5812, loss_cls: 5.8028, loss: 5.8028, grad_norm: 6.3036 2020-10-25 01:54:18,107 - mmaction - INFO - Epoch [84][180/1492] lr: 1.000e-04, eta: 7:43:44, time: 1.069, data_time: 0.003, memory: 5812, loss_cls: 5.8871, loss: 5.8871, grad_norm: 6.2903 2020-10-25 01:54:39,559 - mmaction - INFO - Epoch [84][200/1492] lr: 1.000e-04, eta: 7:43:22, time: 1.069, data_time: 0.003, memory: 5812, loss_cls: 5.9832, loss: 5.9832, grad_norm: 6.2731 2020-10-25 01:55:01,486 - mmaction - INFO - Epoch [84][220/1492] lr: 1.000e-04, eta: 7:43:00, time: 1.097, data_time: 0.005, memory: 5812, loss_cls: 5.9169, loss: 5.9169, grad_norm: 6.3229 2020-10-25 01:55:23,824 - mmaction - INFO - Epoch [84][240/1492] lr: 1.000e-04, eta: 7:42:38, time: 1.115, data_time: 0.004, memory: 5812, loss_cls: 5.8520, loss: 5.8520, grad_norm: 6.2813 2020-10-25 01:55:45,845 - mmaction - INFO - Epoch [84][260/1492] lr: 1.000e-04, eta: 7:42:16, time: 1.105, data_time: 0.008, memory: 5812, loss_cls: 5.8742, loss: 5.8742, grad_norm: 6.2109 2020-10-25 01:56:07,753 - mmaction - INFO - Epoch [84][280/1492] lr: 1.000e-04, eta: 7:41:54, time: 1.095, data_time: 0.003, memory: 5812, loss_cls: 5.7979, loss: 5.7979, grad_norm: 6.1204 2020-10-25 01:56:29,103 - mmaction - INFO - Epoch [84][300/1492] lr: 1.000e-04, eta: 7:41:31, time: 1.064, data_time: 0.004, memory: 5812, loss_cls: 5.8326, loss: 5.8326, grad_norm: 6.2388 2020-10-25 01:56:51,058 - mmaction - INFO - Epoch [84][320/1492] lr: 1.000e-04, eta: 7:41:09, time: 1.098, data_time: 0.007, memory: 5812, loss_cls: 5.7807, loss: 5.7807, grad_norm: 6.1245 2020-10-25 01:57:12,079 - mmaction - INFO - Epoch [84][340/1492] lr: 1.000e-04, eta: 7:40:47, time: 1.054, data_time: 0.007, memory: 5812, loss_cls: 5.9362, loss: 5.9362, grad_norm: 6.3119 2020-10-25 01:57:34,279 - mmaction - INFO - Epoch [84][360/1492] lr: 1.000e-04, eta: 7:40:25, time: 1.111, data_time: 0.004, memory: 5812, loss_cls: 5.8487, loss: 5.8487, grad_norm: 6.2365 2020-10-25 01:57:55,669 - mmaction - INFO - Epoch [84][380/1492] lr: 1.000e-04, eta: 7:40:03, time: 1.063, data_time: 0.002, memory: 5812, loss_cls: 5.9567, loss: 5.9567, grad_norm: 6.2206 2020-10-25 01:58:17,827 - mmaction - INFO - Epoch [84][400/1492] lr: 1.000e-04, eta: 7:39:40, time: 1.104, data_time: 0.012, memory: 5812, loss_cls: 5.8423, loss: 5.8423, grad_norm: 6.2112 2020-10-25 01:58:40,599 - mmaction - INFO - Epoch [84][420/1492] lr: 1.000e-04, eta: 7:39:18, time: 1.143, data_time: 0.013, memory: 5812, loss_cls: 5.8328, loss: 5.8328, grad_norm: 6.2326 2020-10-25 01:59:01,889 - mmaction - INFO - Epoch [84][440/1492] lr: 1.000e-04, eta: 7:38:56, time: 1.068, data_time: 0.008, memory: 5812, loss_cls: 5.8935, loss: 5.8935, grad_norm: 6.2160 2020-10-25 01:59:24,099 - mmaction - INFO - Epoch [84][460/1492] lr: 1.000e-04, eta: 7:38:34, time: 1.111, data_time: 0.006, memory: 5812, loss_cls: 5.8725, loss: 5.8725, grad_norm: 6.2013 2020-10-25 01:59:45,618 - mmaction - INFO - Epoch [84][480/1492] lr: 1.000e-04, eta: 7:38:12, time: 1.076, data_time: 0.003, memory: 5812, loss_cls: 6.0340, loss: 6.0340, grad_norm: 6.3392 2020-10-25 02:00:08,025 - mmaction - INFO - Epoch [84][500/1492] lr: 1.000e-04, eta: 7:37:50, time: 1.120, data_time: 0.004, memory: 5812, loss_cls: 5.8446, loss: 5.8446, grad_norm: 6.1993 2020-10-25 02:00:29,698 - mmaction - INFO - Epoch [84][520/1492] lr: 1.000e-04, eta: 7:37:28, time: 1.083, data_time: 0.002, memory: 5812, loss_cls: 5.8006, loss: 5.8006, grad_norm: 6.1497 2020-10-25 02:00:51,803 - mmaction - INFO - Epoch [84][540/1492] lr: 1.000e-04, eta: 7:37:06, time: 1.102, data_time: 0.005, memory: 5812, loss_cls: 5.8536, loss: 5.8536, grad_norm: 6.2830 2020-10-25 02:01:14,444 - mmaction - INFO - Epoch [84][560/1492] lr: 1.000e-04, eta: 7:36:44, time: 1.129, data_time: 0.006, memory: 5812, loss_cls: 5.8622, loss: 5.8622, grad_norm: 6.1778 2020-10-25 02:01:36,607 - mmaction - INFO - Epoch [84][580/1492] lr: 1.000e-04, eta: 7:36:22, time: 1.110, data_time: 0.011, memory: 5812, loss_cls: 5.8792, loss: 5.8792, grad_norm: 6.2306 2020-10-25 02:01:58,059 - mmaction - INFO - Epoch [84][600/1492] lr: 1.000e-04, eta: 7:35:59, time: 1.077, data_time: 0.009, memory: 5812, loss_cls: 5.8494, loss: 5.8494, grad_norm: 6.1929 2020-10-25 02:02:20,191 - mmaction - INFO - Epoch [84][620/1492] lr: 1.000e-04, eta: 7:35:37, time: 1.107, data_time: 0.003, memory: 5812, loss_cls: 5.8874, loss: 5.8874, grad_norm: 6.3242 2020-10-25 02:02:41,802 - mmaction - INFO - Epoch [84][640/1492] lr: 1.000e-04, eta: 7:35:15, time: 1.080, data_time: 0.002, memory: 5812, loss_cls: 5.8944, loss: 5.8944, grad_norm: 6.2601 2020-10-25 02:03:03,295 - mmaction - INFO - Epoch [84][660/1492] lr: 1.000e-04, eta: 7:34:53, time: 1.073, data_time: 0.001, memory: 5812, loss_cls: 5.9311, loss: 5.9311, grad_norm: 6.4127 2020-10-25 02:03:25,377 - mmaction - INFO - Epoch [84][680/1492] lr: 1.000e-04, eta: 7:34:31, time: 1.102, data_time: 0.006, memory: 5812, loss_cls: 6.0043, loss: 6.0043, grad_norm: 6.3458 2020-10-25 02:03:47,452 - mmaction - INFO - Epoch [84][700/1492] lr: 1.000e-04, eta: 7:34:09, time: 1.106, data_time: 0.005, memory: 5812, loss_cls: 5.8631, loss: 5.8631, grad_norm: 6.3122 2020-10-25 02:04:09,508 - mmaction - INFO - Epoch [84][720/1492] lr: 1.000e-04, eta: 7:33:46, time: 1.094, data_time: 0.013, memory: 5812, loss_cls: 5.8459, loss: 5.8459, grad_norm: 6.3301 2020-10-25 02:04:31,637 - mmaction - INFO - Epoch [84][740/1492] lr: 1.000e-04, eta: 7:33:24, time: 1.115, data_time: 0.013, memory: 5812, loss_cls: 5.9281, loss: 5.9281, grad_norm: 6.3572 2020-10-25 02:04:54,018 - mmaction - INFO - Epoch [84][760/1492] lr: 1.000e-04, eta: 7:33:02, time: 1.114, data_time: 0.004, memory: 5812, loss_cls: 5.8859, loss: 5.8859, grad_norm: 6.2963 2020-10-25 02:05:15,937 - mmaction - INFO - Epoch [84][780/1492] lr: 1.000e-04, eta: 7:32:40, time: 1.096, data_time: 0.009, memory: 5812, loss_cls: 5.9404, loss: 5.9404, grad_norm: 6.2393 2020-10-25 02:05:37,260 - mmaction - INFO - Epoch [84][800/1492] lr: 1.000e-04, eta: 7:32:18, time: 1.065, data_time: 0.009, memory: 5812, loss_cls: 5.8748, loss: 5.8748, grad_norm: 6.3765 2020-10-25 02:05:58,814 - mmaction - INFO - Epoch [84][820/1492] lr: 1.000e-04, eta: 7:31:56, time: 1.085, data_time: 0.009, memory: 5812, loss_cls: 5.8589, loss: 5.8589, grad_norm: 6.3012 2020-10-25 02:06:20,764 - mmaction - INFO - Epoch [84][840/1492] lr: 1.000e-04, eta: 7:31:34, time: 1.098, data_time: 0.002, memory: 5812, loss_cls: 5.7829, loss: 5.7829, grad_norm: 6.2078 2020-10-25 02:06:43,034 - mmaction - INFO - Epoch [84][860/1492] lr: 1.000e-04, eta: 7:31:12, time: 1.106, data_time: 0.001, memory: 5812, loss_cls: 5.8101, loss: 5.8101, grad_norm: 6.1638 2020-10-25 02:07:05,320 - mmaction - INFO - Epoch [84][880/1492] lr: 1.000e-04, eta: 7:30:50, time: 1.117, data_time: 0.009, memory: 5812, loss_cls: 5.8008, loss: 5.8008, grad_norm: 6.1853 2020-10-25 02:07:26,693 - mmaction - INFO - Epoch [84][900/1492] lr: 1.000e-04, eta: 7:30:27, time: 1.071, data_time: 0.006, memory: 5812, loss_cls: 5.8154, loss: 5.8154, grad_norm: 6.3774 2020-10-25 02:07:49,044 - mmaction - INFO - Epoch [84][920/1492] lr: 1.000e-04, eta: 7:30:05, time: 1.119, data_time: 0.007, memory: 5812, loss_cls: 5.9328, loss: 5.9328, grad_norm: 6.3279 2020-10-25 02:08:10,846 - mmaction - INFO - Epoch [84][940/1492] lr: 1.000e-04, eta: 7:29:43, time: 1.092, data_time: 0.003, memory: 5812, loss_cls: 5.8947, loss: 5.8947, grad_norm: 6.2246 2020-10-25 02:08:32,945 - mmaction - INFO - Epoch [84][960/1492] lr: 1.000e-04, eta: 7:29:21, time: 1.105, data_time: 0.001, memory: 5812, loss_cls: 5.9284, loss: 5.9284, grad_norm: 6.3034 2020-10-25 02:08:54,614 - mmaction - INFO - Epoch [84][980/1492] lr: 1.000e-04, eta: 7:28:59, time: 1.078, data_time: 0.002, memory: 5812, loss_cls: 5.8550, loss: 5.8550, grad_norm: 6.2454 2020-10-25 02:09:16,135 - mmaction - INFO - Epoch [84][1000/1492] lr: 1.000e-04, eta: 7:28:37, time: 1.078, data_time: 0.009, memory: 5812, loss_cls: 5.8222, loss: 5.8222, grad_norm: 6.2479 2020-10-25 02:09:37,469 - mmaction - INFO - Epoch [84][1020/1492] lr: 1.000e-04, eta: 7:28:14, time: 1.070, data_time: 0.006, memory: 5812, loss_cls: 5.9656, loss: 5.9656, grad_norm: 6.2688 2020-10-25 02:09:59,414 - mmaction - INFO - Epoch [84][1040/1492] lr: 1.000e-04, eta: 7:27:52, time: 1.091, data_time: 0.004, memory: 5812, loss_cls: 6.0214, loss: 6.0214, grad_norm: 6.3103 2020-10-25 02:10:21,446 - mmaction - INFO - Epoch [84][1060/1492] lr: 1.000e-04, eta: 7:27:30, time: 1.108, data_time: 0.010, memory: 5812, loss_cls: 5.8253, loss: 5.8253, grad_norm: 6.1895 2020-10-25 02:10:43,667 - mmaction - INFO - Epoch [84][1080/1492] lr: 1.000e-04, eta: 7:27:08, time: 1.103, data_time: 0.002, memory: 5812, loss_cls: 6.0144, loss: 6.0144, grad_norm: 6.3521 2020-10-25 02:11:05,363 - mmaction - INFO - Epoch [84][1100/1492] lr: 1.000e-04, eta: 7:26:46, time: 1.087, data_time: 0.009, memory: 5812, loss_cls: 5.9203, loss: 5.9203, grad_norm: 6.3204 2020-10-25 02:11:26,734 - mmaction - INFO - Epoch [84][1120/1492] lr: 1.000e-04, eta: 7:26:24, time: 1.070, data_time: 0.008, memory: 5812, loss_cls: 5.9844, loss: 5.9844, grad_norm: 6.3635 2020-10-25 02:11:48,716 - mmaction - INFO - Epoch [84][1140/1492] lr: 1.000e-04, eta: 7:26:02, time: 1.098, data_time: 0.007, memory: 5812, loss_cls: 5.8476, loss: 5.8476, grad_norm: 6.2831 2020-10-25 02:12:10,574 - mmaction - INFO - Epoch [84][1160/1492] lr: 1.000e-04, eta: 7:25:39, time: 1.094, data_time: 0.007, memory: 5812, loss_cls: 5.8765, loss: 5.8765, grad_norm: 6.2568 2020-10-25 02:12:32,756 - mmaction - INFO - Epoch [84][1180/1492] lr: 1.000e-04, eta: 7:25:17, time: 1.113, data_time: 0.007, memory: 5812, loss_cls: 5.7459, loss: 5.7459, grad_norm: 6.1278 2020-10-25 02:12:54,803 - mmaction - INFO - Epoch [84][1200/1492] lr: 1.000e-04, eta: 7:24:55, time: 1.095, data_time: 0.002, memory: 5812, loss_cls: 5.9094, loss: 5.9094, grad_norm: 6.2131 2020-10-25 02:13:16,725 - mmaction - INFO - Epoch [84][1220/1492] lr: 1.000e-04, eta: 7:24:33, time: 1.103, data_time: 0.011, memory: 5812, loss_cls: 5.8483, loss: 5.8483, grad_norm: 6.2162 2020-10-25 02:13:37,948 - mmaction - INFO - Epoch [84][1240/1492] lr: 1.000e-04, eta: 7:24:11, time: 1.059, data_time: 0.005, memory: 5812, loss_cls: 5.9186, loss: 5.9186, grad_norm: 6.3465 2020-10-25 02:13:59,601 - mmaction - INFO - Epoch [84][1260/1492] lr: 1.000e-04, eta: 7:23:49, time: 1.084, data_time: 0.007, memory: 5812, loss_cls: 5.9264, loss: 5.9264, grad_norm: 6.2341 2020-10-25 02:14:22,068 - mmaction - INFO - Epoch [84][1280/1492] lr: 1.000e-04, eta: 7:23:27, time: 1.126, data_time: 0.004, memory: 5812, loss_cls: 5.9459, loss: 5.9459, grad_norm: 6.3078 2020-10-25 02:14:43,921 - mmaction - INFO - Epoch [84][1300/1492] lr: 1.000e-04, eta: 7:23:05, time: 1.093, data_time: 0.002, memory: 5812, loss_cls: 6.0807, loss: 6.0807, grad_norm: 6.4873 2020-10-25 02:15:05,637 - mmaction - INFO - Epoch [84][1320/1492] lr: 1.000e-04, eta: 7:22:42, time: 1.081, data_time: 0.006, memory: 5812, loss_cls: 5.8280, loss: 5.8280, grad_norm: 6.2740 2020-10-25 02:15:27,868 - mmaction - INFO - Epoch [84][1340/1492] lr: 1.000e-04, eta: 7:22:20, time: 1.098, data_time: 0.007, memory: 5812, loss_cls: 5.7912, loss: 5.7912, grad_norm: 6.1588 2020-10-25 02:15:49,377 - mmaction - INFO - Epoch [84][1360/1492] lr: 1.000e-04, eta: 7:21:58, time: 1.092, data_time: 0.020, memory: 5812, loss_cls: 5.9032, loss: 5.9032, grad_norm: 6.2659 2020-10-25 02:16:10,601 - mmaction - INFO - Epoch [84][1380/1492] lr: 1.000e-04, eta: 7:21:36, time: 1.063, data_time: 0.003, memory: 5812, loss_cls: 5.9511, loss: 5.9511, grad_norm: 6.3875 2020-10-25 02:16:32,230 - mmaction - INFO - Epoch [84][1400/1492] lr: 1.000e-04, eta: 7:21:14, time: 1.080, data_time: 0.004, memory: 5812, loss_cls: 5.9147, loss: 5.9147, grad_norm: 6.1734 2020-10-25 02:16:54,748 - mmaction - INFO - Epoch [84][1420/1492] lr: 1.000e-04, eta: 7:20:52, time: 1.127, data_time: 0.003, memory: 5812, loss_cls: 5.9720, loss: 5.9720, grad_norm: 6.4149 2020-10-25 02:17:16,147 - mmaction - INFO - Epoch [84][1440/1492] lr: 1.000e-04, eta: 7:20:29, time: 1.069, data_time: 0.001, memory: 5812, loss_cls: 5.8434, loss: 5.8434, grad_norm: 6.2258 2020-10-25 02:17:37,686 - mmaction - INFO - Epoch [84][1460/1492] lr: 1.000e-04, eta: 7:20:07, time: 1.072, data_time: 0.003, memory: 5812, loss_cls: 5.8102, loss: 5.8102, grad_norm: 6.1627 2020-10-25 02:17:59,718 - mmaction - INFO - Epoch [84][1480/1492] lr: 1.000e-04, eta: 7:19:45, time: 1.105, data_time: 0.008, memory: 5812, loss_cls: 5.8597, loss: 5.8597, grad_norm: 6.3035 2020-10-25 02:18:45,754 - mmaction - INFO - Epoch [85][20/1492] lr: 1.000e-04, eta: 7:19:09, time: 1.684, data_time: 1.163, memory: 5812, loss_cls: 5.7807, loss: 5.7807, grad_norm: 6.1038 2020-10-25 02:19:08,074 - mmaction - INFO - Epoch [85][40/1492] lr: 1.000e-04, eta: 7:18:47, time: 1.115, data_time: 0.521, memory: 5812, loss_cls: 5.7857, loss: 5.7857, grad_norm: 6.2275 2020-10-25 02:19:30,504 - mmaction - INFO - Epoch [85][60/1492] lr: 1.000e-04, eta: 7:18:25, time: 1.124, data_time: 0.517, memory: 5812, loss_cls: 5.8861, loss: 5.8861, grad_norm: 6.1972 2020-10-25 02:19:52,754 - mmaction - INFO - Epoch [85][80/1492] lr: 1.000e-04, eta: 7:18:03, time: 1.103, data_time: 0.484, memory: 5812, loss_cls: 5.9543, loss: 5.9543, grad_norm: 6.3075 2020-10-25 02:20:14,653 - mmaction - INFO - Epoch [85][100/1492] lr: 1.000e-04, eta: 7:17:41, time: 1.102, data_time: 0.477, memory: 5812, loss_cls: 5.8698, loss: 5.8698, grad_norm: 6.3455 2020-10-25 02:20:36,530 - mmaction - INFO - Epoch [85][120/1492] lr: 1.000e-04, eta: 7:17:19, time: 1.088, data_time: 0.491, memory: 5812, loss_cls: 5.9423, loss: 5.9423, grad_norm: 6.2277 2020-10-25 02:20:58,392 - mmaction - INFO - Epoch [85][140/1492] lr: 1.000e-04, eta: 7:16:57, time: 1.096, data_time: 0.411, memory: 5812, loss_cls: 5.9060, loss: 5.9060, grad_norm: 6.2261 2020-10-25 02:21:20,529 - mmaction - INFO - Epoch [85][160/1492] lr: 1.000e-04, eta: 7:16:35, time: 1.111, data_time: 0.316, memory: 5812, loss_cls: 5.8713, loss: 5.8713, grad_norm: 6.2040 2020-10-25 02:21:42,660 - mmaction - INFO - Epoch [85][180/1492] lr: 1.000e-04, eta: 7:16:13, time: 1.107, data_time: 0.052, memory: 5812, loss_cls: 5.8949, loss: 5.8949, grad_norm: 6.1499 2020-10-25 02:22:04,218 - mmaction - INFO - Epoch [85][200/1492] lr: 1.000e-04, eta: 7:15:50, time: 1.074, data_time: 0.003, memory: 5812, loss_cls: 5.8627, loss: 5.8627, grad_norm: 6.2896 2020-10-25 02:22:26,165 - mmaction - INFO - Epoch [85][220/1492] lr: 1.000e-04, eta: 7:15:28, time: 1.102, data_time: 0.007, memory: 5812, loss_cls: 5.8305, loss: 5.8305, grad_norm: 6.2379 2020-10-25 02:22:48,494 - mmaction - INFO - Epoch [85][240/1492] lr: 1.000e-04, eta: 7:15:06, time: 1.108, data_time: 0.002, memory: 5812, loss_cls: 5.7667, loss: 5.7667, grad_norm: 6.1484 2020-10-25 02:23:10,010 - mmaction - INFO - Epoch [85][260/1492] lr: 1.000e-04, eta: 7:14:44, time: 1.082, data_time: 0.013, memory: 5812, loss_cls: 5.8678, loss: 5.8678, grad_norm: 6.2557 2020-10-25 02:23:31,869 - mmaction - INFO - Epoch [85][280/1492] lr: 1.000e-04, eta: 7:14:22, time: 1.087, data_time: 0.006, memory: 5812, loss_cls: 5.7769, loss: 5.7769, grad_norm: 6.2616 2020-10-25 02:23:53,807 - mmaction - INFO - Epoch [85][300/1492] lr: 1.000e-04, eta: 7:14:00, time: 1.102, data_time: 0.011, memory: 5812, loss_cls: 5.9347, loss: 5.9347, grad_norm: 6.2898 2020-10-25 02:24:16,097 - mmaction - INFO - Epoch [85][320/1492] lr: 1.000e-04, eta: 7:13:38, time: 1.117, data_time: 0.005, memory: 5812, loss_cls: 5.8442, loss: 5.8442, grad_norm: 6.3167 2020-10-25 02:24:38,087 - mmaction - INFO - Epoch [85][340/1492] lr: 1.000e-04, eta: 7:13:16, time: 1.100, data_time: 0.003, memory: 5812, loss_cls: 5.8583, loss: 5.8583, grad_norm: 6.1820 2020-10-25 02:25:00,294 - mmaction - INFO - Epoch [85][360/1492] lr: 1.000e-04, eta: 7:12:54, time: 1.103, data_time: 0.011, memory: 5812, loss_cls: 5.9776, loss: 5.9776, grad_norm: 6.3523 2020-10-25 02:25:22,385 - mmaction - INFO - Epoch [85][380/1492] lr: 1.000e-04, eta: 7:12:31, time: 1.106, data_time: 0.015, memory: 5812, loss_cls: 5.9358, loss: 5.9358, grad_norm: 6.2649 2020-10-25 02:25:43,805 - mmaction - INFO - Epoch [85][400/1492] lr: 1.000e-04, eta: 7:12:09, time: 1.078, data_time: 0.009, memory: 5812, loss_cls: 5.8811, loss: 5.8811, grad_norm: 6.2884 2020-10-25 02:26:05,838 - mmaction - INFO - Epoch [85][420/1492] lr: 1.000e-04, eta: 7:11:47, time: 1.100, data_time: 0.002, memory: 5812, loss_cls: 5.8777, loss: 5.8777, grad_norm: 6.2347 2020-10-25 02:26:27,438 - mmaction - INFO - Epoch [85][440/1492] lr: 1.000e-04, eta: 7:11:25, time: 1.075, data_time: 0.006, memory: 5812, loss_cls: 5.7953, loss: 5.7953, grad_norm: 6.3468 2020-10-25 02:26:49,549 - mmaction - INFO - Epoch [85][460/1492] lr: 1.000e-04, eta: 7:11:03, time: 1.104, data_time: 0.010, memory: 5812, loss_cls: 5.8485, loss: 5.8485, grad_norm: 6.1863 2020-10-25 02:27:11,175 - mmaction - INFO - Epoch [85][480/1492] lr: 1.000e-04, eta: 7:10:41, time: 1.091, data_time: 0.010, memory: 5812, loss_cls: 5.8722, loss: 5.8722, grad_norm: 6.1912 2020-10-25 02:27:32,656 - mmaction - INFO - Epoch [85][500/1492] lr: 1.000e-04, eta: 7:10:18, time: 1.072, data_time: 0.002, memory: 5812, loss_cls: 5.9045, loss: 5.9045, grad_norm: 6.3488 2020-10-25 02:27:54,646 - mmaction - INFO - Epoch [85][520/1492] lr: 1.000e-04, eta: 7:09:56, time: 1.100, data_time: 0.004, memory: 5812, loss_cls: 5.9112, loss: 5.9112, grad_norm: 6.3770 2020-10-25 02:28:16,787 - mmaction - INFO - Epoch [85][540/1492] lr: 1.000e-04, eta: 7:09:34, time: 1.103, data_time: 0.005, memory: 5812, loss_cls: 5.9170, loss: 5.9170, grad_norm: 6.3031 2020-10-25 02:28:38,787 - mmaction - INFO - Epoch [85][560/1492] lr: 1.000e-04, eta: 7:09:12, time: 1.099, data_time: 0.006, memory: 5812, loss_cls: 5.8611, loss: 5.8611, grad_norm: 6.2047 2020-10-25 02:29:00,556 - mmaction - INFO - Epoch [85][580/1492] lr: 1.000e-04, eta: 7:08:50, time: 1.091, data_time: 0.008, memory: 5812, loss_cls: 5.8351, loss: 5.8351, grad_norm: 6.2161 2020-10-25 02:29:21,741 - mmaction - INFO - Epoch [85][600/1492] lr: 1.000e-04, eta: 7:08:28, time: 1.064, data_time: 0.011, memory: 5812, loss_cls: 5.7729, loss: 5.7729, grad_norm: 6.2110 2020-10-25 02:29:44,196 - mmaction - INFO - Epoch [85][620/1492] lr: 1.000e-04, eta: 7:08:06, time: 1.122, data_time: 0.002, memory: 5812, loss_cls: 5.9283, loss: 5.9283, grad_norm: 6.2988 2020-10-25 02:30:06,333 - mmaction - INFO - Epoch [85][640/1492] lr: 1.000e-04, eta: 7:07:44, time: 1.105, data_time: 0.002, memory: 5812, loss_cls: 5.8121, loss: 5.8121, grad_norm: 6.2253 2020-10-25 02:30:28,094 - mmaction - INFO - Epoch [85][660/1492] lr: 1.000e-04, eta: 7:07:22, time: 1.090, data_time: 0.007, memory: 5812, loss_cls: 5.8784, loss: 5.8784, grad_norm: 6.2186 2020-10-25 02:30:50,058 - mmaction - INFO - Epoch [85][680/1492] lr: 1.000e-04, eta: 7:06:59, time: 1.085, data_time: 0.004, memory: 5812, loss_cls: 5.8757, loss: 5.8757, grad_norm: 6.2093 2020-10-25 02:31:12,035 - mmaction - INFO - Epoch [85][700/1492] lr: 1.000e-04, eta: 7:06:37, time: 1.108, data_time: 0.015, memory: 5812, loss_cls: 5.9215, loss: 5.9215, grad_norm: 6.2788 2020-10-25 02:31:33,152 - mmaction - INFO - Epoch [85][720/1492] lr: 1.000e-04, eta: 7:06:15, time: 1.056, data_time: 0.006, memory: 5812, loss_cls: 5.8967, loss: 5.8967, grad_norm: 6.3688 2020-10-25 02:31:54,931 - mmaction - INFO - Epoch [85][740/1492] lr: 1.000e-04, eta: 7:05:53, time: 1.091, data_time: 0.005, memory: 5812, loss_cls: 5.8425, loss: 5.8425, grad_norm: 6.2625 2020-10-25 02:32:16,583 - mmaction - INFO - Epoch [85][760/1492] lr: 1.000e-04, eta: 7:05:31, time: 1.083, data_time: 0.007, memory: 5812, loss_cls: 5.9162, loss: 5.9162, grad_norm: 6.1716 2020-10-25 02:32:38,589 - mmaction - INFO - Epoch [85][780/1492] lr: 1.000e-04, eta: 7:05:09, time: 1.094, data_time: 0.005, memory: 5812, loss_cls: 5.9102, loss: 5.9102, grad_norm: 6.2783 2020-10-25 02:33:00,344 - mmaction - INFO - Epoch [85][800/1492] lr: 1.000e-04, eta: 7:04:46, time: 1.095, data_time: 0.010, memory: 5812, loss_cls: 5.8296, loss: 5.8296, grad_norm: 6.1554 2020-10-25 02:33:21,890 - mmaction - INFO - Epoch [85][820/1492] lr: 1.000e-04, eta: 7:04:24, time: 1.075, data_time: 0.002, memory: 5812, loss_cls: 5.8698, loss: 5.8698, grad_norm: 6.3148 2020-10-25 02:33:43,333 - mmaction - INFO - Epoch [85][840/1492] lr: 1.000e-04, eta: 7:04:02, time: 1.068, data_time: 0.003, memory: 5812, loss_cls: 5.8480, loss: 5.8480, grad_norm: 6.1852 2020-10-25 02:34:05,065 - mmaction - INFO - Epoch [85][860/1492] lr: 1.000e-04, eta: 7:03:40, time: 1.093, data_time: 0.009, memory: 5812, loss_cls: 5.8630, loss: 5.8630, grad_norm: 6.1916 2020-10-25 02:34:27,624 - mmaction - INFO - Epoch [85][880/1492] lr: 1.000e-04, eta: 7:03:18, time: 1.126, data_time: 0.002, memory: 5812, loss_cls: 5.8642, loss: 5.8642, grad_norm: 6.3111 2020-10-25 02:34:49,117 - mmaction - INFO - Epoch [85][900/1492] lr: 1.000e-04, eta: 7:02:56, time: 1.073, data_time: 0.003, memory: 5812, loss_cls: 5.7953, loss: 5.7953, grad_norm: 6.2063 2020-10-25 02:35:10,600 - mmaction - INFO - Epoch [85][920/1492] lr: 1.000e-04, eta: 7:02:33, time: 1.077, data_time: 0.007, memory: 5812, loss_cls: 5.7340, loss: 5.7340, grad_norm: 6.1151 2020-10-25 02:35:32,348 - mmaction - INFO - Epoch [85][940/1492] lr: 1.000e-04, eta: 7:02:11, time: 1.085, data_time: 0.003, memory: 5812, loss_cls: 6.0155, loss: 6.0155, grad_norm: 6.3064 2020-10-25 02:35:54,348 - mmaction - INFO - Epoch [85][960/1492] lr: 1.000e-04, eta: 7:01:49, time: 1.102, data_time: 0.006, memory: 5812, loss_cls: 5.8553, loss: 5.8553, grad_norm: 6.2785 2020-10-25 02:36:16,097 - mmaction - INFO - Epoch [85][980/1492] lr: 1.000e-04, eta: 7:01:27, time: 1.088, data_time: 0.010, memory: 5812, loss_cls: 5.8364, loss: 5.8364, grad_norm: 6.2612 2020-10-25 02:36:37,861 - mmaction - INFO - Epoch [85][1000/1492] lr: 1.000e-04, eta: 7:01:05, time: 1.090, data_time: 0.009, memory: 5812, loss_cls: 6.0359, loss: 6.0359, grad_norm: 6.2708 2020-10-25 02:36:58,870 - mmaction - INFO - Epoch [85][1020/1492] lr: 1.000e-04, eta: 7:00:43, time: 1.042, data_time: 0.002, memory: 5812, loss_cls: 5.8975, loss: 5.8975, grad_norm: 6.3239 2020-10-25 02:37:20,552 - mmaction - INFO - Epoch [85][1040/1492] lr: 1.000e-04, eta: 7:00:20, time: 1.089, data_time: 0.010, memory: 5812, loss_cls: 5.8824, loss: 5.8824, grad_norm: 6.3131 2020-10-25 02:37:42,251 - mmaction - INFO - Epoch [85][1060/1492] lr: 1.000e-04, eta: 6:59:58, time: 1.087, data_time: 0.005, memory: 5812, loss_cls: 5.8278, loss: 5.8278, grad_norm: 6.1203 2020-10-25 02:38:03,761 - mmaction - INFO - Epoch [85][1080/1492] lr: 1.000e-04, eta: 6:59:36, time: 1.074, data_time: 0.005, memory: 5812, loss_cls: 5.9228, loss: 5.9228, grad_norm: 6.3117 2020-10-25 02:38:25,184 - mmaction - INFO - Epoch [85][1100/1492] lr: 1.000e-04, eta: 6:59:14, time: 1.068, data_time: 0.004, memory: 5812, loss_cls: 5.8038, loss: 5.8038, grad_norm: 6.2167 2020-10-25 02:38:46,750 - mmaction - INFO - Epoch [85][1120/1492] lr: 1.000e-04, eta: 6:58:52, time: 1.078, data_time: 0.016, memory: 5812, loss_cls: 5.8243, loss: 5.8243, grad_norm: 6.1592 2020-10-25 02:39:08,628 - mmaction - INFO - Epoch [85][1140/1492] lr: 1.000e-04, eta: 6:58:29, time: 1.088, data_time: 0.011, memory: 5812, loss_cls: 5.8475, loss: 5.8475, grad_norm: 6.2404 2020-10-25 02:39:30,505 - mmaction - INFO - Epoch [85][1160/1492] lr: 1.000e-04, eta: 6:58:07, time: 1.100, data_time: 0.013, memory: 5812, loss_cls: 6.0772, loss: 6.0772, grad_norm: 6.3976 2020-10-25 02:39:52,326 - mmaction - INFO - Epoch [85][1180/1492] lr: 1.000e-04, eta: 6:57:45, time: 1.084, data_time: 0.006, memory: 5812, loss_cls: 5.9216, loss: 5.9216, grad_norm: 6.2115 2020-10-25 02:40:14,329 - mmaction - INFO - Epoch [85][1200/1492] lr: 1.000e-04, eta: 6:57:23, time: 1.110, data_time: 0.012, memory: 5812, loss_cls: 5.8061, loss: 5.8061, grad_norm: 6.2398 2020-10-25 02:40:36,087 - mmaction - INFO - Epoch [85][1220/1492] lr: 1.000e-04, eta: 6:57:01, time: 1.088, data_time: 0.004, memory: 5812, loss_cls: 5.8480, loss: 5.8480, grad_norm: 6.2426 2020-10-25 02:40:57,852 - mmaction - INFO - Epoch [85][1240/1492] lr: 1.000e-04, eta: 6:56:39, time: 1.082, data_time: 0.010, memory: 5812, loss_cls: 5.8594, loss: 5.8594, grad_norm: 6.2048 2020-10-25 02:41:19,429 - mmaction - INFO - Epoch [85][1260/1492] lr: 1.000e-04, eta: 6:56:17, time: 1.084, data_time: 0.011, memory: 5812, loss_cls: 5.8702, loss: 5.8702, grad_norm: 6.2534 2020-10-25 02:41:41,661 - mmaction - INFO - Epoch [85][1280/1492] lr: 1.000e-04, eta: 6:55:55, time: 1.110, data_time: 0.008, memory: 5812, loss_cls: 5.9467, loss: 5.9467, grad_norm: 6.3168 2020-10-25 02:42:03,209 - mmaction - INFO - Epoch [85][1300/1492] lr: 1.000e-04, eta: 6:55:32, time: 1.075, data_time: 0.005, memory: 5812, loss_cls: 6.0176, loss: 6.0176, grad_norm: 6.2597 2020-10-25 02:42:24,872 - mmaction - INFO - Epoch [85][1320/1492] lr: 1.000e-04, eta: 6:55:10, time: 1.082, data_time: 0.009, memory: 5812, loss_cls: 5.7985, loss: 5.7985, grad_norm: 6.1883 2020-10-25 02:42:46,425 - mmaction - INFO - Epoch [85][1340/1492] lr: 1.000e-04, eta: 6:54:48, time: 1.078, data_time: 0.009, memory: 5812, loss_cls: 5.8194, loss: 5.8194, grad_norm: 6.1821 2020-10-25 02:43:07,878 - mmaction - INFO - Epoch [85][1360/1492] lr: 1.000e-04, eta: 6:54:26, time: 1.076, data_time: 0.010, memory: 5812, loss_cls: 5.8222, loss: 5.8222, grad_norm: 6.1293 2020-10-25 02:43:29,449 - mmaction - INFO - Epoch [85][1380/1492] lr: 1.000e-04, eta: 6:54:04, time: 1.076, data_time: 0.005, memory: 5812, loss_cls: 5.9280, loss: 5.9280, grad_norm: 6.3147 2020-10-25 02:43:51,593 - mmaction - INFO - Epoch [85][1400/1492] lr: 1.000e-04, eta: 6:53:42, time: 1.110, data_time: 0.009, memory: 5812, loss_cls: 5.9770, loss: 5.9770, grad_norm: 6.4028 2020-10-25 02:44:12,985 - mmaction - INFO - Epoch [85][1420/1492] lr: 1.000e-04, eta: 6:53:19, time: 1.069, data_time: 0.005, memory: 5812, loss_cls: 5.8427, loss: 5.8427, grad_norm: 6.2883 2020-10-25 02:44:34,655 - mmaction - INFO - Epoch [85][1440/1492] lr: 1.000e-04, eta: 6:52:57, time: 1.081, data_time: 0.005, memory: 5812, loss_cls: 5.9049, loss: 5.9049, grad_norm: 6.1877 2020-10-25 02:44:56,297 - mmaction - INFO - Epoch [85][1460/1492] lr: 1.000e-04, eta: 6:52:35, time: 1.080, data_time: 0.008, memory: 5812, loss_cls: 5.9516, loss: 5.9516, grad_norm: 6.3463 2020-10-25 02:45:18,403 - mmaction - INFO - Epoch [85][1480/1492] lr: 1.000e-04, eta: 6:52:13, time: 1.112, data_time: 0.009, memory: 5812, loss_cls: 5.8652, loss: 5.8652, grad_norm: 6.2895 2020-10-25 02:45:31,211 - mmaction - INFO - Saving checkpoint at 85 epochs 2020-10-25 02:47:38,042 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-25 02:47:39,484 - mmaction - INFO - mean_average_precision 0.4856 2020-10-25 02:47:39,513 - mmaction - INFO - Epoch(val) [85][1492] mean_average_precision: 0.4856 2020-10-25 02:48:13,837 - mmaction - INFO - Epoch [86][20/1492] lr: 1.000e-04, eta: 6:51:37, time: 1.708, data_time: 0.970, memory: 5812, loss_cls: 5.8178, loss: 5.8178, grad_norm: 6.1595 2020-10-25 02:48:36,969 - mmaction - INFO - Epoch [86][40/1492] lr: 1.000e-04, eta: 6:51:15, time: 1.162, data_time: 0.023, memory: 5812, loss_cls: 5.7924, loss: 5.7924, grad_norm: 6.2497 2020-10-25 02:48:58,390 - mmaction - INFO - Epoch [86][60/1492] lr: 1.000e-04, eta: 6:50:53, time: 1.068, data_time: 0.004, memory: 5812, loss_cls: 5.8389, loss: 5.8389, grad_norm: 6.2524 2020-10-25 02:49:19,659 - mmaction - INFO - Epoch [86][80/1492] lr: 1.000e-04, eta: 6:50:31, time: 1.063, data_time: 0.006, memory: 5812, loss_cls: 5.8836, loss: 5.8836, grad_norm: 6.2811 2020-10-25 02:49:41,077 - mmaction - INFO - Epoch [86][100/1492] lr: 1.000e-04, eta: 6:50:09, time: 1.074, data_time: 0.007, memory: 5812, loss_cls: 5.8140, loss: 5.8140, grad_norm: 6.2360 2020-10-25 02:50:02,815 - mmaction - INFO - Epoch [86][120/1492] lr: 1.000e-04, eta: 6:49:47, time: 1.087, data_time: 0.003, memory: 5812, loss_cls: 5.8435, loss: 5.8435, grad_norm: 6.2234 2020-10-25 02:50:24,076 - mmaction - INFO - Epoch [86][140/1492] lr: 1.000e-04, eta: 6:49:24, time: 1.061, data_time: 0.005, memory: 5812, loss_cls: 5.8750, loss: 5.8750, grad_norm: 6.3390 2020-10-25 02:50:46,258 - mmaction - INFO - Epoch [86][160/1492] lr: 1.000e-04, eta: 6:49:02, time: 1.112, data_time: 0.005, memory: 5812, loss_cls: 5.9590, loss: 5.9590, grad_norm: 6.2114 2020-10-25 02:51:07,878 - mmaction - INFO - Epoch [86][180/1492] lr: 1.000e-04, eta: 6:48:40, time: 1.075, data_time: 0.002, memory: 5812, loss_cls: 5.9430, loss: 5.9430, grad_norm: 6.3634 2020-10-25 02:51:28,232 - mmaction - INFO - Epoch [86][200/1492] lr: 1.000e-04, eta: 6:48:18, time: 1.024, data_time: 0.009, memory: 5812, loss_cls: 5.8405, loss: 5.8405, grad_norm: 6.2502 2020-10-25 02:51:50,715 - mmaction - INFO - Epoch [86][220/1492] lr: 1.000e-04, eta: 6:47:56, time: 1.124, data_time: 0.001, memory: 5812, loss_cls: 5.9411, loss: 5.9411, grad_norm: 6.3758 2020-10-25 02:52:12,323 - mmaction - INFO - Epoch [86][240/1492] lr: 1.000e-04, eta: 6:47:34, time: 1.080, data_time: 0.002, memory: 5812, loss_cls: 5.9767, loss: 5.9767, grad_norm: 6.2878 2020-10-25 02:52:33,342 - mmaction - INFO - Epoch [86][260/1492] lr: 1.000e-04, eta: 6:47:11, time: 1.049, data_time: 0.001, memory: 5812, loss_cls: 5.7956, loss: 5.7956, grad_norm: 6.2430 2020-10-25 02:52:55,454 - mmaction - INFO - Epoch [86][280/1492] lr: 1.000e-04, eta: 6:46:49, time: 1.106, data_time: 0.004, memory: 5812, loss_cls: 5.8257, loss: 5.8257, grad_norm: 6.2359 2020-10-25 02:53:17,073 - mmaction - INFO - Epoch [86][300/1492] lr: 1.000e-04, eta: 6:46:27, time: 1.079, data_time: 0.003, memory: 5812, loss_cls: 5.7960, loss: 5.7960, grad_norm: 6.2431 2020-10-25 02:53:38,769 - mmaction - INFO - Epoch [86][320/1492] lr: 1.000e-04, eta: 6:46:05, time: 1.088, data_time: 0.006, memory: 5812, loss_cls: 5.8795, loss: 5.8795, grad_norm: 6.3315 2020-10-25 02:54:00,570 - mmaction - INFO - Epoch [86][340/1492] lr: 1.000e-04, eta: 6:45:43, time: 1.084, data_time: 0.004, memory: 5812, loss_cls: 5.9089, loss: 5.9089, grad_norm: 6.2672 2020-10-25 02:54:21,779 - mmaction - INFO - Epoch [86][360/1492] lr: 1.000e-04, eta: 6:45:21, time: 1.063, data_time: 0.023, memory: 5812, loss_cls: 5.9200, loss: 5.9200, grad_norm: 6.3023 2020-10-25 02:54:43,527 - mmaction - INFO - Epoch [86][380/1492] lr: 1.000e-04, eta: 6:44:58, time: 1.090, data_time: 0.006, memory: 5812, loss_cls: 5.9287, loss: 5.9287, grad_norm: 6.2967 2020-10-25 02:55:06,180 - mmaction - INFO - Epoch [86][400/1492] lr: 1.000e-04, eta: 6:44:36, time: 1.128, data_time: 0.003, memory: 5812, loss_cls: 5.9637, loss: 5.9637, grad_norm: 6.3233 2020-10-25 02:55:28,638 - mmaction - INFO - Epoch [86][420/1492] lr: 1.000e-04, eta: 6:44:14, time: 1.123, data_time: 0.010, memory: 5812, loss_cls: 5.8451, loss: 5.8451, grad_norm: 6.1676 2020-10-25 02:55:50,649 - mmaction - INFO - Epoch [86][440/1492] lr: 1.000e-04, eta: 6:43:52, time: 1.100, data_time: 0.008, memory: 5812, loss_cls: 5.9626, loss: 5.9626, grad_norm: 6.3912 2020-10-25 02:56:12,468 - mmaction - INFO - Epoch [86][460/1492] lr: 1.000e-04, eta: 6:43:30, time: 1.098, data_time: 0.009, memory: 5812, loss_cls: 5.8778, loss: 5.8778, grad_norm: 6.1132 2020-10-25 02:56:34,067 - mmaction - INFO - Epoch [86][480/1492] lr: 1.000e-04, eta: 6:43:08, time: 1.080, data_time: 0.002, memory: 5812, loss_cls: 5.9164, loss: 5.9164, grad_norm: 6.3560 2020-10-25 02:56:55,495 - mmaction - INFO - Epoch [86][500/1492] lr: 1.000e-04, eta: 6:42:46, time: 1.062, data_time: 0.002, memory: 5812, loss_cls: 5.8380, loss: 5.8380, grad_norm: 6.2809 2020-10-25 02:57:17,038 - mmaction - INFO - Epoch [86][520/1492] lr: 1.000e-04, eta: 6:42:24, time: 1.076, data_time: 0.012, memory: 5812, loss_cls: 5.8884, loss: 5.8884, grad_norm: 6.2212 2020-10-25 02:57:38,947 - mmaction - INFO - Epoch [86][540/1492] lr: 1.000e-04, eta: 6:42:01, time: 1.098, data_time: 0.012, memory: 5812, loss_cls: 5.8416, loss: 5.8416, grad_norm: 6.1576 2020-10-25 02:58:00,421 - mmaction - INFO - Epoch [86][560/1492] lr: 1.000e-04, eta: 6:41:39, time: 1.078, data_time: 0.012, memory: 5812, loss_cls: 5.8039, loss: 5.8039, grad_norm: 6.1446 2020-10-25 02:58:21,566 - mmaction - INFO - Epoch [86][580/1492] lr: 1.000e-04, eta: 6:41:17, time: 1.054, data_time: 0.012, memory: 5812, loss_cls: 5.9139, loss: 5.9139, grad_norm: 6.2498 2020-10-25 02:58:43,119 - mmaction - INFO - Epoch [86][600/1492] lr: 1.000e-04, eta: 6:40:55, time: 1.086, data_time: 0.011, memory: 5812, loss_cls: 5.9147, loss: 5.9147, grad_norm: 6.2950 2020-10-25 02:59:04,091 - mmaction - INFO - Epoch [86][620/1492] lr: 1.000e-04, eta: 6:40:33, time: 1.049, data_time: 0.003, memory: 5812, loss_cls: 5.8922, loss: 5.8922, grad_norm: 6.3280 2020-10-25 02:59:25,814 - mmaction - INFO - Epoch [86][640/1492] lr: 1.000e-04, eta: 6:40:10, time: 1.080, data_time: 0.002, memory: 5812, loss_cls: 5.9065, loss: 5.9065, grad_norm: 6.2189 2020-10-25 02:59:47,794 - mmaction - INFO - Epoch [86][660/1492] lr: 1.000e-04, eta: 6:39:48, time: 1.097, data_time: 0.007, memory: 5812, loss_cls: 5.8356, loss: 5.8356, grad_norm: 6.2240 2020-10-25 03:00:08,982 - mmaction - INFO - Epoch [86][680/1492] lr: 1.000e-04, eta: 6:39:26, time: 1.068, data_time: 0.010, memory: 5812, loss_cls: 6.0022, loss: 6.0022, grad_norm: 6.4173 2020-10-25 03:00:30,495 - mmaction - INFO - Epoch [86][700/1492] lr: 1.000e-04, eta: 6:39:04, time: 1.076, data_time: 0.002, memory: 5812, loss_cls: 6.0991, loss: 6.0991, grad_norm: 6.4780 2020-10-25 03:01:03,730 - mmaction - INFO - Epoch [86][720/1492] lr: 1.000e-04, eta: 6:38:44, time: 1.659, data_time: 0.254, memory: 5812, loss_cls: 5.8709, loss: 5.8709, grad_norm: 6.2886 2020-10-25 03:01:25,658 - mmaction - INFO - Epoch [86][740/1492] lr: 1.000e-04, eta: 6:38:22, time: 1.098, data_time: 0.030, memory: 5812, loss_cls: 5.8988, loss: 5.8988, grad_norm: 6.3285 2020-10-25 03:01:47,705 - mmaction - INFO - Epoch [86][760/1492] lr: 1.000e-04, eta: 6:37:59, time: 1.094, data_time: 0.003, memory: 5812, loss_cls: 5.8787, loss: 5.8787, grad_norm: 6.2230 2020-10-25 03:02:09,806 - mmaction - INFO - Epoch [86][780/1492] lr: 1.000e-04, eta: 6:37:37, time: 1.110, data_time: 0.012, memory: 5812, loss_cls: 5.8674, loss: 5.8674, grad_norm: 6.3802 2020-10-25 03:02:31,292 - mmaction - INFO - Epoch [86][800/1492] lr: 1.000e-04, eta: 6:37:15, time: 1.072, data_time: 0.006, memory: 5812, loss_cls: 5.8120, loss: 5.8120, grad_norm: 6.3126 2020-10-25 03:02:53,644 - mmaction - INFO - Epoch [86][820/1492] lr: 1.000e-04, eta: 6:36:53, time: 1.121, data_time: 0.008, memory: 5812, loss_cls: 5.8020, loss: 5.8020, grad_norm: 6.1868 2020-10-25 03:03:15,015 - mmaction - INFO - Epoch [86][840/1492] lr: 1.000e-04, eta: 6:36:31, time: 1.071, data_time: 0.004, memory: 5812, loss_cls: 5.9452, loss: 5.9452, grad_norm: 6.4313 2020-10-25 03:03:36,585 - mmaction - INFO - Epoch [86][860/1492] lr: 1.000e-04, eta: 6:36:09, time: 1.075, data_time: 0.002, memory: 5812, loss_cls: 5.9227, loss: 5.9227, grad_norm: 6.3031 2020-10-25 03:03:58,730 - mmaction - INFO - Epoch [86][880/1492] lr: 1.000e-04, eta: 6:35:47, time: 1.106, data_time: 0.006, memory: 5812, loss_cls: 5.8926, loss: 5.8926, grad_norm: 6.2935 2020-10-25 03:04:20,865 - mmaction - INFO - Epoch [86][900/1492] lr: 1.000e-04, eta: 6:35:24, time: 1.096, data_time: 0.007, memory: 5812, loss_cls: 5.7919, loss: 5.7919, grad_norm: 6.2797 2020-10-25 03:04:42,674 - mmaction - INFO - Epoch [86][920/1492] lr: 1.000e-04, eta: 6:35:02, time: 1.104, data_time: 0.018, memory: 5812, loss_cls: 5.8749, loss: 5.8749, grad_norm: 6.2612 2020-10-25 03:05:04,363 - mmaction - INFO - Epoch [86][940/1492] lr: 1.000e-04, eta: 6:34:40, time: 1.086, data_time: 0.003, memory: 5812, loss_cls: 5.7986, loss: 5.7986, grad_norm: 6.1745 2020-10-25 03:05:26,460 - mmaction - INFO - Epoch [86][960/1492] lr: 1.000e-04, eta: 6:34:18, time: 1.102, data_time: 0.003, memory: 5812, loss_cls: 5.8236, loss: 5.8236, grad_norm: 6.1845 2020-10-25 03:05:47,591 - mmaction - INFO - Epoch [86][980/1492] lr: 1.000e-04, eta: 6:33:56, time: 1.058, data_time: 0.007, memory: 5812, loss_cls: 5.8232, loss: 5.8232, grad_norm: 6.1910 2020-10-25 03:06:09,396 - mmaction - INFO - Epoch [86][1000/1492] lr: 1.000e-04, eta: 6:33:34, time: 1.081, data_time: 0.007, memory: 5812, loss_cls: 6.0161, loss: 6.0161, grad_norm: 6.4189 2020-10-25 03:06:30,960 - mmaction - INFO - Epoch [86][1020/1492] lr: 1.000e-04, eta: 6:33:12, time: 1.086, data_time: 0.016, memory: 5812, loss_cls: 5.8299, loss: 5.8299, grad_norm: 6.2009 2020-10-25 03:06:52,585 - mmaction - INFO - Epoch [86][1040/1492] lr: 1.000e-04, eta: 6:32:49, time: 1.085, data_time: 0.006, memory: 5812, loss_cls: 5.9338, loss: 5.9338, grad_norm: 6.3894 2020-10-25 03:07:14,486 - mmaction - INFO - Epoch [86][1060/1492] lr: 1.000e-04, eta: 6:32:27, time: 1.091, data_time: 0.002, memory: 5812, loss_cls: 5.8844, loss: 5.8844, grad_norm: 6.2459 2020-10-25 03:07:36,508 - mmaction - INFO - Epoch [86][1080/1492] lr: 1.000e-04, eta: 6:32:05, time: 1.103, data_time: 0.007, memory: 5812, loss_cls: 5.8639, loss: 5.8639, grad_norm: 6.2656 2020-10-25 03:07:58,161 - mmaction - INFO - Epoch [86][1100/1492] lr: 1.000e-04, eta: 6:31:43, time: 1.081, data_time: 0.005, memory: 5812, loss_cls: 5.9421, loss: 5.9421, grad_norm: 6.3734 2020-10-25 03:08:19,799 - mmaction - INFO - Epoch [86][1120/1492] lr: 1.000e-04, eta: 6:31:21, time: 1.079, data_time: 0.005, memory: 5812, loss_cls: 5.8899, loss: 5.8899, grad_norm: 6.2767 2020-10-25 03:08:41,115 - mmaction - INFO - Epoch [86][1140/1492] lr: 1.000e-04, eta: 6:30:59, time: 1.068, data_time: 0.009, memory: 5812, loss_cls: 5.8330, loss: 5.8330, grad_norm: 6.1827 2020-10-25 03:09:02,978 - mmaction - INFO - Epoch [86][1160/1492] lr: 1.000e-04, eta: 6:30:37, time: 1.091, data_time: 0.008, memory: 5812, loss_cls: 5.9511, loss: 5.9511, grad_norm: 6.3110 2020-10-25 03:09:24,725 - mmaction - INFO - Epoch [86][1180/1492] lr: 1.000e-04, eta: 6:30:14, time: 1.094, data_time: 0.008, memory: 5812, loss_cls: 5.8225, loss: 5.8225, grad_norm: 6.2382 2020-10-25 03:09:46,485 - mmaction - INFO - Epoch [86][1200/1492] lr: 1.000e-04, eta: 6:29:52, time: 1.088, data_time: 0.004, memory: 5812, loss_cls: 5.7565, loss: 5.7565, grad_norm: 6.2106 2020-10-25 03:10:08,077 - mmaction - INFO - Epoch [86][1220/1492] lr: 1.000e-04, eta: 6:29:30, time: 1.080, data_time: 0.003, memory: 5812, loss_cls: 5.9004, loss: 5.9004, grad_norm: 6.3800 2020-10-25 03:10:30,408 - mmaction - INFO - Epoch [86][1240/1492] lr: 1.000e-04, eta: 6:29:08, time: 1.113, data_time: 0.003, memory: 5812, loss_cls: 5.8298, loss: 5.8298, grad_norm: 6.3630 2020-10-25 03:10:51,520 - mmaction - INFO - Epoch [86][1260/1492] lr: 1.000e-04, eta: 6:28:46, time: 1.058, data_time: 0.006, memory: 5812, loss_cls: 5.8764, loss: 5.8764, grad_norm: 6.2408 2020-10-25 03:11:12,929 - mmaction - INFO - Epoch [86][1280/1492] lr: 1.000e-04, eta: 6:28:24, time: 1.065, data_time: 0.003, memory: 5812, loss_cls: 5.7916, loss: 5.7916, grad_norm: 6.1990 2020-10-25 03:11:33,904 - mmaction - INFO - Epoch [86][1300/1492] lr: 1.000e-04, eta: 6:28:01, time: 1.055, data_time: 0.008, memory: 5812, loss_cls: 5.8253, loss: 5.8253, grad_norm: 6.1247 2020-10-25 03:11:55,496 - mmaction - INFO - Epoch [86][1320/1492] lr: 1.000e-04, eta: 6:27:39, time: 1.080, data_time: 0.001, memory: 5812, loss_cls: 5.9453, loss: 5.9453, grad_norm: 6.3454 2020-10-25 03:12:17,231 - mmaction - INFO - Epoch [86][1340/1492] lr: 1.000e-04, eta: 6:27:17, time: 1.082, data_time: 0.003, memory: 5812, loss_cls: 5.9268, loss: 5.9268, grad_norm: 6.2788 2020-10-25 03:12:38,711 - mmaction - INFO - Epoch [86][1360/1492] lr: 1.000e-04, eta: 6:26:55, time: 1.079, data_time: 0.008, memory: 5812, loss_cls: 5.7814, loss: 5.7814, grad_norm: 6.2429 2020-10-25 03:13:00,451 - mmaction - INFO - Epoch [86][1380/1492] lr: 1.000e-04, eta: 6:26:33, time: 1.088, data_time: 0.003, memory: 5812, loss_cls: 5.8877, loss: 5.8877, grad_norm: 6.3115 2020-10-25 03:13:21,970 - mmaction - INFO - Epoch [86][1400/1492] lr: 1.000e-04, eta: 6:26:10, time: 1.074, data_time: 0.002, memory: 5812, loss_cls: 5.8477, loss: 5.8477, grad_norm: 6.2686 2020-10-25 03:13:43,383 - mmaction - INFO - Epoch [86][1420/1492] lr: 1.000e-04, eta: 6:25:48, time: 1.069, data_time: 0.004, memory: 5812, loss_cls: 5.8996, loss: 5.8996, grad_norm: 6.2228 2020-10-25 03:14:05,639 - mmaction - INFO - Epoch [86][1440/1492] lr: 1.000e-04, eta: 6:25:26, time: 1.112, data_time: 0.005, memory: 5812, loss_cls: 5.8860, loss: 5.8860, grad_norm: 6.3073 2020-10-25 03:14:27,627 - mmaction - INFO - Epoch [86][1460/1492] lr: 1.000e-04, eta: 6:25:04, time: 1.097, data_time: 0.005, memory: 5812, loss_cls: 5.9029, loss: 5.9029, grad_norm: 6.3237 2020-10-25 03:14:49,005 - mmaction - INFO - Epoch [86][1480/1492] lr: 1.000e-04, eta: 6:24:42, time: 1.072, data_time: 0.009, memory: 5812, loss_cls: 5.8194, loss: 5.8194, grad_norm: 6.2934 2020-10-25 03:16:11,167 - mmaction - INFO - Epoch [87][20/1492] lr: 1.000e-04, eta: 6:24:10, time: 2.924, data_time: 2.406, memory: 5812, loss_cls: 5.9216, loss: 5.9216, grad_norm: 6.3204 2020-10-25 03:16:33,906 - mmaction - INFO - Epoch [87][40/1492] lr: 1.000e-04, eta: 6:23:48, time: 1.144, data_time: 0.432, memory: 5812, loss_cls: 5.8557, loss: 5.8557, grad_norm: 6.3020 2020-10-25 03:16:55,544 - mmaction - INFO - Epoch [87][60/1492] lr: 1.000e-04, eta: 6:23:26, time: 1.082, data_time: 0.459, memory: 5812, loss_cls: 5.8180, loss: 5.8180, grad_norm: 6.2941 2020-10-25 03:17:18,208 - mmaction - INFO - Epoch [87][80/1492] lr: 1.000e-04, eta: 6:23:04, time: 1.125, data_time: 0.526, memory: 5812, loss_cls: 5.8473, loss: 5.8473, grad_norm: 6.2496 2020-10-25 03:17:40,117 - mmaction - INFO - Epoch [87][100/1492] lr: 1.000e-04, eta: 6:22:42, time: 1.095, data_time: 0.535, memory: 5812, loss_cls: 5.9327, loss: 5.9327, grad_norm: 6.3612 2020-10-25 03:18:02,390 - mmaction - INFO - Epoch [87][120/1492] lr: 1.000e-04, eta: 6:22:20, time: 1.110, data_time: 0.506, memory: 5812, loss_cls: 5.7814, loss: 5.7814, grad_norm: 6.1568 2020-10-25 03:18:23,557 - mmaction - INFO - Epoch [87][140/1492] lr: 1.000e-04, eta: 6:21:58, time: 1.068, data_time: 0.471, memory: 5812, loss_cls: 5.8416, loss: 5.8416, grad_norm: 6.3442 2020-10-25 03:18:45,488 - mmaction - INFO - Epoch [87][160/1492] lr: 1.000e-04, eta: 6:21:36, time: 1.098, data_time: 0.480, memory: 5812, loss_cls: 5.7675, loss: 5.7675, grad_norm: 6.2049 2020-10-25 03:19:07,166 - mmaction - INFO - Epoch [87][180/1492] lr: 1.000e-04, eta: 6:21:13, time: 1.085, data_time: 0.488, memory: 5812, loss_cls: 5.8113, loss: 5.8113, grad_norm: 6.2104 2020-10-25 03:19:29,060 - mmaction - INFO - Epoch [87][200/1492] lr: 1.000e-04, eta: 6:20:51, time: 1.093, data_time: 0.483, memory: 5812, loss_cls: 5.9272, loss: 5.9272, grad_norm: 6.3446 2020-10-25 03:19:50,946 - mmaction - INFO - Epoch [87][220/1492] lr: 1.000e-04, eta: 6:20:29, time: 1.090, data_time: 0.491, memory: 5812, loss_cls: 5.8571, loss: 5.8571, grad_norm: 6.3339 2020-10-25 03:20:12,709 - mmaction - INFO - Epoch [87][240/1492] lr: 1.000e-04, eta: 6:20:07, time: 1.093, data_time: 0.488, memory: 5812, loss_cls: 5.8589, loss: 5.8589, grad_norm: 6.2749 2020-10-25 03:20:33,975 - mmaction - INFO - Epoch [87][260/1492] lr: 1.000e-04, eta: 6:19:45, time: 1.056, data_time: 0.465, memory: 5812, loss_cls: 5.8089, loss: 5.8089, grad_norm: 6.2934 2020-10-25 03:20:56,123 - mmaction - INFO - Epoch [87][280/1492] lr: 1.000e-04, eta: 6:19:23, time: 1.103, data_time: 0.519, memory: 5812, loss_cls: 5.9121, loss: 5.9121, grad_norm: 6.3475 2020-10-25 03:21:17,880 - mmaction - INFO - Epoch [87][300/1492] lr: 1.000e-04, eta: 6:19:01, time: 1.101, data_time: 0.488, memory: 5812, loss_cls: 5.9716, loss: 5.9716, grad_norm: 6.4558 2020-10-25 03:21:39,443 - mmaction - INFO - Epoch [87][320/1492] lr: 1.000e-04, eta: 6:18:38, time: 1.072, data_time: 0.461, memory: 5812, loss_cls: 5.8799, loss: 5.8799, grad_norm: 6.3322 2020-10-25 03:22:00,480 - mmaction - INFO - Epoch [87][340/1492] lr: 1.000e-04, eta: 6:18:16, time: 1.058, data_time: 0.476, memory: 5812, loss_cls: 5.9127, loss: 5.9127, grad_norm: 6.2936 2020-10-25 03:22:22,273 - mmaction - INFO - Epoch [87][360/1492] lr: 1.000e-04, eta: 6:17:54, time: 1.081, data_time: 0.486, memory: 5812, loss_cls: 5.8874, loss: 5.8874, grad_norm: 6.3185 2020-10-25 03:22:44,135 - mmaction - INFO - Epoch [87][380/1492] lr: 1.000e-04, eta: 6:17:32, time: 1.095, data_time: 0.490, memory: 5812, loss_cls: 5.8441, loss: 5.8441, grad_norm: 6.3697 2020-10-25 03:23:05,822 - mmaction - INFO - Epoch [87][400/1492] lr: 1.000e-04, eta: 6:17:10, time: 1.091, data_time: 0.470, memory: 5812, loss_cls: 5.8178, loss: 5.8178, grad_norm: 6.2738 2020-10-25 03:23:27,159 - mmaction - INFO - Epoch [87][420/1492] lr: 1.000e-04, eta: 6:16:48, time: 1.054, data_time: 0.465, memory: 5812, loss_cls: 5.8446, loss: 5.8446, grad_norm: 6.2762 2020-10-25 03:23:48,375 - mmaction - INFO - Epoch [87][440/1492] lr: 1.000e-04, eta: 6:16:25, time: 1.075, data_time: 0.481, memory: 5812, loss_cls: 5.9992, loss: 5.9992, grad_norm: 6.3798 2020-10-25 03:24:09,715 - mmaction - INFO - Epoch [87][460/1492] lr: 1.000e-04, eta: 6:16:03, time: 1.066, data_time: 0.466, memory: 5812, loss_cls: 5.8356, loss: 5.8356, grad_norm: 6.2249 2020-10-25 03:24:31,413 - mmaction - INFO - Epoch [87][480/1492] lr: 1.000e-04, eta: 6:15:41, time: 1.081, data_time: 0.479, memory: 5812, loss_cls: 5.9455, loss: 5.9455, grad_norm: 6.3695 2020-10-25 03:24:52,685 - mmaction - INFO - Epoch [87][500/1492] lr: 1.000e-04, eta: 6:15:19, time: 1.065, data_time: 0.467, memory: 5812, loss_cls: 5.9382, loss: 5.9382, grad_norm: 6.2534 2020-10-25 03:25:14,607 - mmaction - INFO - Epoch [87][520/1492] lr: 1.000e-04, eta: 6:14:57, time: 1.089, data_time: 0.472, memory: 5812, loss_cls: 5.8304, loss: 5.8304, grad_norm: 6.3039 2020-10-25 03:25:35,995 - mmaction - INFO - Epoch [87][540/1492] lr: 1.000e-04, eta: 6:14:34, time: 1.077, data_time: 0.491, memory: 5812, loss_cls: 5.9555, loss: 5.9555, grad_norm: 6.2940 2020-10-25 03:25:57,496 - mmaction - INFO - Epoch [87][560/1492] lr: 1.000e-04, eta: 6:14:12, time: 1.078, data_time: 0.495, memory: 5812, loss_cls: 5.7780, loss: 5.7780, grad_norm: 6.1173 2020-10-25 03:26:18,994 - mmaction - INFO - Epoch [87][580/1492] lr: 1.000e-04, eta: 6:13:50, time: 1.076, data_time: 0.464, memory: 5812, loss_cls: 5.8475, loss: 5.8475, grad_norm: 6.2781 2020-10-25 03:26:40,331 - mmaction - INFO - Epoch [87][600/1492] lr: 1.000e-04, eta: 6:13:28, time: 1.063, data_time: 0.467, memory: 5812, loss_cls: 5.8600, loss: 5.8600, grad_norm: 6.3328 2020-10-25 03:27:02,332 - mmaction - INFO - Epoch [87][620/1492] lr: 1.000e-04, eta: 6:13:06, time: 1.103, data_time: 0.474, memory: 5812, loss_cls: 5.8207, loss: 5.8207, grad_norm: 6.2248 2020-10-25 03:27:23,447 - mmaction - INFO - Epoch [87][640/1492] lr: 1.000e-04, eta: 6:12:43, time: 1.052, data_time: 0.451, memory: 5812, loss_cls: 5.8754, loss: 5.8754, grad_norm: 6.2847 2020-10-25 03:27:44,706 - mmaction - INFO - Epoch [87][660/1492] lr: 1.000e-04, eta: 6:12:21, time: 1.058, data_time: 0.472, memory: 5812, loss_cls: 5.9024, loss: 5.9024, grad_norm: 6.2161 2020-10-25 03:28:06,149 - mmaction - INFO - Epoch [87][680/1492] lr: 1.000e-04, eta: 6:11:59, time: 1.075, data_time: 0.502, memory: 5812, loss_cls: 5.8531, loss: 5.8531, grad_norm: 6.1968 2020-10-25 03:28:27,118 - mmaction - INFO - Epoch [87][700/1492] lr: 1.000e-04, eta: 6:11:37, time: 1.053, data_time: 0.486, memory: 5812, loss_cls: 5.8866, loss: 5.8866, grad_norm: 6.2168 2020-10-25 03:28:49,113 - mmaction - INFO - Epoch [87][720/1492] lr: 1.000e-04, eta: 6:11:15, time: 1.094, data_time: 0.483, memory: 5812, loss_cls: 5.8793, loss: 5.8793, grad_norm: 6.2159 2020-10-25 03:29:11,028 - mmaction - INFO - Epoch [87][740/1492] lr: 1.000e-04, eta: 6:10:53, time: 1.095, data_time: 0.521, memory: 5812, loss_cls: 5.9108, loss: 5.9108, grad_norm: 6.2108 2020-10-25 03:29:32,073 - mmaction - INFO - Epoch [87][760/1492] lr: 1.000e-04, eta: 6:10:30, time: 1.059, data_time: 0.472, memory: 5812, loss_cls: 5.9942, loss: 5.9942, grad_norm: 6.3703 2020-10-25 03:29:54,261 - mmaction - INFO - Epoch [87][780/1492] lr: 1.000e-04, eta: 6:10:08, time: 1.103, data_time: 0.522, memory: 5812, loss_cls: 5.9958, loss: 5.9958, grad_norm: 6.3762 2020-10-25 03:30:15,712 - mmaction - INFO - Epoch [87][800/1492] lr: 1.000e-04, eta: 6:09:46, time: 1.071, data_time: 0.481, memory: 5812, loss_cls: 5.8645, loss: 5.8645, grad_norm: 6.2351 2020-10-25 03:30:37,240 - mmaction - INFO - Epoch [87][820/1492] lr: 1.000e-04, eta: 6:09:24, time: 1.085, data_time: 0.472, memory: 5812, loss_cls: 5.8715, loss: 5.8715, grad_norm: 6.2023 2020-10-25 03:30:58,553 - mmaction - INFO - Epoch [87][840/1492] lr: 1.000e-04, eta: 6:09:02, time: 1.060, data_time: 0.482, memory: 5812, loss_cls: 5.7797, loss: 5.7797, grad_norm: 6.2975 2020-10-25 03:31:20,307 - mmaction - INFO - Epoch [87][860/1492] lr: 1.000e-04, eta: 6:08:40, time: 1.090, data_time: 0.486, memory: 5812, loss_cls: 5.8434, loss: 5.8434, grad_norm: 6.3361 2020-10-25 03:31:42,120 - mmaction - INFO - Epoch [87][880/1492] lr: 1.000e-04, eta: 6:08:17, time: 1.092, data_time: 0.487, memory: 5812, loss_cls: 5.9035, loss: 5.9035, grad_norm: 6.3030 2020-10-25 03:32:02,934 - mmaction - INFO - Epoch [87][900/1492] lr: 1.000e-04, eta: 6:07:55, time: 1.038, data_time: 0.487, memory: 5812, loss_cls: 5.9010, loss: 5.9010, grad_norm: 6.3959 2020-10-25 03:32:23,713 - mmaction - INFO - Epoch [87][920/1492] lr: 1.000e-04, eta: 6:07:33, time: 1.041, data_time: 0.465, memory: 5812, loss_cls: 5.9382, loss: 5.9382, grad_norm: 6.4660 2020-10-25 03:32:44,615 - mmaction - INFO - Epoch [87][940/1492] lr: 1.000e-04, eta: 6:07:11, time: 1.042, data_time: 0.441, memory: 5812, loss_cls: 5.8584, loss: 5.8584, grad_norm: 6.1872 2020-10-25 03:33:06,704 - mmaction - INFO - Epoch [87][960/1492] lr: 1.000e-04, eta: 6:06:48, time: 1.102, data_time: 0.513, memory: 5812, loss_cls: 5.9553, loss: 5.9553, grad_norm: 6.4184 2020-10-25 03:33:28,809 - mmaction - INFO - Epoch [87][980/1492] lr: 1.000e-04, eta: 6:06:26, time: 1.113, data_time: 0.516, memory: 5812, loss_cls: 5.9870, loss: 5.9870, grad_norm: 6.4206 2020-10-25 03:33:50,291 - mmaction - INFO - Epoch [87][1000/1492] lr: 1.000e-04, eta: 6:06:04, time: 1.069, data_time: 0.487, memory: 5812, loss_cls: 5.7923, loss: 5.7923, grad_norm: 6.2766 2020-10-25 03:34:11,834 - mmaction - INFO - Epoch [87][1020/1492] lr: 1.000e-04, eta: 6:05:42, time: 1.078, data_time: 0.477, memory: 5812, loss_cls: 5.9618, loss: 5.9618, grad_norm: 6.2864 2020-10-25 03:34:33,504 - mmaction - INFO - Epoch [87][1040/1492] lr: 1.000e-04, eta: 6:05:20, time: 1.078, data_time: 0.469, memory: 5812, loss_cls: 5.7733, loss: 5.7733, grad_norm: 6.2119 2020-10-25 03:34:54,924 - mmaction - INFO - Epoch [87][1060/1492] lr: 1.000e-04, eta: 6:04:58, time: 1.077, data_time: 0.518, memory: 5812, loss_cls: 5.8258, loss: 5.8258, grad_norm: 6.3048 2020-10-25 03:35:16,697 - mmaction - INFO - Epoch [87][1080/1492] lr: 1.000e-04, eta: 6:04:36, time: 1.093, data_time: 0.498, memory: 5812, loss_cls: 5.9512, loss: 5.9512, grad_norm: 6.2573 2020-10-25 03:35:38,918 - mmaction - INFO - Epoch [87][1100/1492] lr: 1.000e-04, eta: 6:04:13, time: 1.112, data_time: 0.534, memory: 5812, loss_cls: 5.8680, loss: 5.8680, grad_norm: 6.3750 2020-10-25 03:36:00,402 - mmaction - INFO - Epoch [87][1120/1492] lr: 1.000e-04, eta: 6:03:51, time: 1.064, data_time: 0.486, memory: 5812, loss_cls: 5.8531, loss: 5.8531, grad_norm: 6.2768 2020-10-25 03:36:21,594 - mmaction - INFO - Epoch [87][1140/1492] lr: 1.000e-04, eta: 6:03:29, time: 1.068, data_time: 0.472, memory: 5812, loss_cls: 5.8718, loss: 5.8718, grad_norm: 6.3566 2020-10-25 03:36:43,398 - mmaction - INFO - Epoch [87][1160/1492] lr: 1.000e-04, eta: 6:03:07, time: 1.090, data_time: 0.474, memory: 5812, loss_cls: 5.8457, loss: 5.8457, grad_norm: 6.1984 2020-10-25 03:37:04,811 - mmaction - INFO - Epoch [87][1180/1492] lr: 1.000e-04, eta: 6:02:45, time: 1.072, data_time: 0.460, memory: 5812, loss_cls: 5.9253, loss: 5.9253, grad_norm: 6.3336 2020-10-25 03:37:26,718 - mmaction - INFO - Epoch [87][1200/1492] lr: 1.000e-04, eta: 6:02:23, time: 1.097, data_time: 0.487, memory: 5812, loss_cls: 5.8332, loss: 5.8332, grad_norm: 6.3699 2020-10-25 03:37:47,696 - mmaction - INFO - Epoch [87][1220/1492] lr: 1.000e-04, eta: 6:02:00, time: 1.048, data_time: 0.461, memory: 5812, loss_cls: 5.8781, loss: 5.8781, grad_norm: 6.3029 2020-10-25 03:38:09,431 - mmaction - INFO - Epoch [87][1240/1492] lr: 1.000e-04, eta: 6:01:38, time: 1.084, data_time: 0.481, memory: 5812, loss_cls: 5.8579, loss: 5.8579, grad_norm: 6.2351 2020-10-25 03:38:30,977 - mmaction - INFO - Epoch [87][1260/1492] lr: 1.000e-04, eta: 6:01:16, time: 1.076, data_time: 0.489, memory: 5812, loss_cls: 5.8868, loss: 5.8868, grad_norm: 6.3882 2020-10-25 03:38:53,008 - mmaction - INFO - Epoch [87][1280/1492] lr: 1.000e-04, eta: 6:00:54, time: 1.100, data_time: 0.466, memory: 5812, loss_cls: 5.8447, loss: 5.8447, grad_norm: 6.2261 2020-10-25 03:39:13,924 - mmaction - INFO - Epoch [87][1300/1492] lr: 1.000e-04, eta: 6:00:32, time: 1.048, data_time: 0.470, memory: 5812, loss_cls: 5.8775, loss: 5.8775, grad_norm: 6.2541 2020-10-25 03:39:35,161 - mmaction - INFO - Epoch [87][1320/1492] lr: 1.000e-04, eta: 6:00:09, time: 1.062, data_time: 0.445, memory: 5812, loss_cls: 5.9325, loss: 5.9325, grad_norm: 6.2600 2020-10-25 03:39:56,623 - mmaction - INFO - Epoch [87][1340/1492] lr: 1.000e-04, eta: 5:59:47, time: 1.066, data_time: 0.469, memory: 5812, loss_cls: 6.0072, loss: 6.0072, grad_norm: 6.2734 2020-10-25 03:40:18,615 - mmaction - INFO - Epoch [87][1360/1492] lr: 1.000e-04, eta: 5:59:25, time: 1.107, data_time: 0.337, memory: 5812, loss_cls: 5.9161, loss: 5.9161, grad_norm: 6.3330 2020-10-25 03:40:39,986 - mmaction - INFO - Epoch [87][1380/1492] lr: 1.000e-04, eta: 5:59:03, time: 1.068, data_time: 0.427, memory: 5812, loss_cls: 5.9036, loss: 5.9036, grad_norm: 6.2820 2020-10-25 03:41:01,438 - mmaction - INFO - Epoch [87][1400/1492] lr: 1.000e-04, eta: 5:58:41, time: 1.077, data_time: 0.471, memory: 5812, loss_cls: 5.8330, loss: 5.8330, grad_norm: 6.3022 2020-10-25 03:41:23,507 - mmaction - INFO - Epoch [87][1420/1492] lr: 1.000e-04, eta: 5:58:19, time: 1.101, data_time: 0.463, memory: 5812, loss_cls: 5.7872, loss: 5.7872, grad_norm: 6.2026 2020-10-25 03:41:45,328 - mmaction - INFO - Epoch [87][1440/1492] lr: 1.000e-04, eta: 5:57:57, time: 1.088, data_time: 0.454, memory: 5812, loss_cls: 5.8523, loss: 5.8523, grad_norm: 6.3723 2020-10-25 03:42:07,667 - mmaction - INFO - Epoch [87][1460/1492] lr: 1.000e-04, eta: 5:57:35, time: 1.123, data_time: 0.383, memory: 5812, loss_cls: 5.8827, loss: 5.8827, grad_norm: 6.2534 2020-10-25 03:42:30,066 - mmaction - INFO - Epoch [87][1480/1492] lr: 1.000e-04, eta: 5:57:13, time: 1.119, data_time: 0.181, memory: 5812, loss_cls: 5.8313, loss: 5.8313, grad_norm: 6.2686 2020-10-25 03:43:20,389 - mmaction - INFO - Epoch [88][20/1492] lr: 1.000e-04, eta: 5:56:38, time: 1.896, data_time: 0.887, memory: 5812, loss_cls: 5.7563, loss: 5.7563, grad_norm: 6.1837 2020-10-25 03:43:43,514 - mmaction - INFO - Epoch [88][40/1492] lr: 1.000e-04, eta: 5:56:16, time: 1.156, data_time: 0.011, memory: 5812, loss_cls: 5.8828, loss: 5.8828, grad_norm: 6.3050 2020-10-25 03:44:05,817 - mmaction - INFO - Epoch [88][60/1492] lr: 1.000e-04, eta: 5:55:54, time: 1.117, data_time: 0.004, memory: 5812, loss_cls: 5.9069, loss: 5.9069, grad_norm: 6.4293 2020-10-25 03:44:27,298 - mmaction - INFO - Epoch [88][80/1492] lr: 1.000e-04, eta: 5:55:31, time: 1.070, data_time: 0.003, memory: 5812, loss_cls: 5.8326, loss: 5.8326, grad_norm: 6.2005 2020-10-25 03:44:49,331 - mmaction - INFO - Epoch [88][100/1492] lr: 1.000e-04, eta: 5:55:09, time: 1.100, data_time: 0.006, memory: 5812, loss_cls: 5.8379, loss: 5.8379, grad_norm: 6.3445 2020-10-25 03:45:11,635 - mmaction - INFO - Epoch [88][120/1492] lr: 1.000e-04, eta: 5:54:47, time: 1.120, data_time: 0.008, memory: 5812, loss_cls: 5.8441, loss: 5.8441, grad_norm: 6.2221 2020-10-25 03:45:32,873 - mmaction - INFO - Epoch [88][140/1492] lr: 1.000e-04, eta: 5:54:25, time: 1.061, data_time: 0.001, memory: 5812, loss_cls: 5.8357, loss: 5.8357, grad_norm: 6.3565 2020-10-25 03:45:55,240 - mmaction - INFO - Epoch [88][160/1492] lr: 1.000e-04, eta: 5:54:03, time: 1.119, data_time: 0.003, memory: 5812, loss_cls: 5.9624, loss: 5.9624, grad_norm: 6.4069 2020-10-25 03:46:17,036 - mmaction - INFO - Epoch [88][180/1492] lr: 1.000e-04, eta: 5:53:41, time: 1.089, data_time: 0.001, memory: 5812, loss_cls: 5.9048, loss: 5.9048, grad_norm: 6.3839 2020-10-25 03:46:37,733 - mmaction - INFO - Epoch [88][200/1492] lr: 1.000e-04, eta: 5:53:19, time: 1.027, data_time: 0.002, memory: 5812, loss_cls: 5.9076, loss: 5.9076, grad_norm: 6.3587 2020-10-25 03:46:59,419 - mmaction - INFO - Epoch [88][220/1492] lr: 1.000e-04, eta: 5:52:56, time: 1.093, data_time: 0.010, memory: 5812, loss_cls: 5.7546, loss: 5.7546, grad_norm: 6.1310 2020-10-25 03:47:20,936 - mmaction - INFO - Epoch [88][240/1492] lr: 1.000e-04, eta: 5:52:34, time: 1.073, data_time: 0.004, memory: 5812, loss_cls: 6.0191, loss: 6.0191, grad_norm: 6.4347 2020-10-25 03:47:42,582 - mmaction - INFO - Epoch [88][260/1492] lr: 1.000e-04, eta: 5:52:12, time: 1.083, data_time: 0.005, memory: 5812, loss_cls: 5.8562, loss: 5.8562, grad_norm: 6.2386 2020-10-25 03:48:04,248 - mmaction - INFO - Epoch [88][280/1492] lr: 1.000e-04, eta: 5:51:50, time: 1.086, data_time: 0.004, memory: 5812, loss_cls: 5.7647, loss: 5.7647, grad_norm: 6.1442 2020-10-25 03:48:24,380 - mmaction - INFO - Epoch [88][300/1492] lr: 1.000e-04, eta: 5:51:28, time: 1.005, data_time: 0.002, memory: 5812, loss_cls: 5.9336, loss: 5.9336, grad_norm: 6.3412 2020-10-25 03:48:46,156 - mmaction - INFO - Epoch [88][320/1492] lr: 1.000e-04, eta: 5:51:05, time: 1.091, data_time: 0.003, memory: 5812, loss_cls: 5.8942, loss: 5.8942, grad_norm: 6.2726 2020-10-25 03:49:07,951 - mmaction - INFO - Epoch [88][340/1492] lr: 1.000e-04, eta: 5:50:43, time: 1.088, data_time: 0.002, memory: 5812, loss_cls: 5.8157, loss: 5.8157, grad_norm: 6.2696 2020-10-25 03:49:29,824 - mmaction - INFO - Epoch [88][360/1492] lr: 1.000e-04, eta: 5:50:21, time: 1.089, data_time: 0.004, memory: 5812, loss_cls: 5.8704, loss: 5.8704, grad_norm: 6.2626 2020-10-25 03:49:50,987 - mmaction - INFO - Epoch [88][380/1492] lr: 1.000e-04, eta: 5:49:59, time: 1.061, data_time: 0.008, memory: 5812, loss_cls: 5.9402, loss: 5.9402, grad_norm: 6.3337 2020-10-25 03:50:13,142 - mmaction - INFO - Epoch [88][400/1492] lr: 1.000e-04, eta: 5:49:37, time: 1.102, data_time: 0.011, memory: 5812, loss_cls: 5.8626, loss: 5.8626, grad_norm: 6.2719 2020-10-25 03:50:34,974 - mmaction - INFO - Epoch [88][420/1492] lr: 1.000e-04, eta: 5:49:15, time: 1.092, data_time: 0.017, memory: 5812, loss_cls: 5.8935, loss: 5.8935, grad_norm: 6.3521 2020-10-25 03:50:56,674 - mmaction - INFO - Epoch [88][440/1492] lr: 1.000e-04, eta: 5:48:53, time: 1.089, data_time: 0.010, memory: 5812, loss_cls: 5.9970, loss: 5.9970, grad_norm: 6.3541 2020-10-25 03:51:18,659 - mmaction - INFO - Epoch [88][460/1492] lr: 1.000e-04, eta: 5:48:31, time: 1.102, data_time: 0.007, memory: 5812, loss_cls: 5.7531, loss: 5.7531, grad_norm: 6.1558 2020-10-25 03:51:40,367 - mmaction - INFO - Epoch [88][480/1492] lr: 1.000e-04, eta: 5:48:08, time: 1.078, data_time: 0.004, memory: 5812, loss_cls: 5.9363, loss: 5.9363, grad_norm: 6.3864 2020-10-25 03:52:01,895 - mmaction - INFO - Epoch [88][500/1492] lr: 1.000e-04, eta: 5:47:46, time: 1.084, data_time: 0.012, memory: 5812, loss_cls: 5.7896, loss: 5.7896, grad_norm: 6.2037 2020-10-25 03:52:23,271 - mmaction - INFO - Epoch [88][520/1492] lr: 1.000e-04, eta: 5:47:24, time: 1.067, data_time: 0.005, memory: 5812, loss_cls: 5.8276, loss: 5.8276, grad_norm: 6.1528 2020-10-25 03:52:45,130 - mmaction - INFO - Epoch [88][540/1492] lr: 1.000e-04, eta: 5:47:02, time: 1.083, data_time: 0.004, memory: 5812, loss_cls: 5.8350, loss: 5.8350, grad_norm: 6.3000 2020-10-25 03:53:06,524 - mmaction - INFO - Epoch [88][560/1492] lr: 1.000e-04, eta: 5:46:40, time: 1.076, data_time: 0.017, memory: 5812, loss_cls: 5.8984, loss: 5.8984, grad_norm: 6.3472 2020-10-25 03:53:28,124 - mmaction - INFO - Epoch [88][580/1492] lr: 1.000e-04, eta: 5:46:18, time: 1.075, data_time: 0.008, memory: 5812, loss_cls: 5.7827, loss: 5.7827, grad_norm: 6.2767 2020-10-25 03:53:48,857 - mmaction - INFO - Epoch [88][600/1492] lr: 1.000e-04, eta: 5:45:55, time: 1.047, data_time: 0.014, memory: 5812, loss_cls: 5.8909, loss: 5.8909, grad_norm: 6.3066 2020-10-25 03:54:10,079 - mmaction - INFO - Epoch [88][620/1492] lr: 1.000e-04, eta: 5:45:33, time: 1.050, data_time: 0.007, memory: 5812, loss_cls: 5.7368, loss: 5.7368, grad_norm: 6.1794 2020-10-25 03:54:31,418 - mmaction - INFO - Epoch [88][640/1492] lr: 1.000e-04, eta: 5:45:11, time: 1.076, data_time: 0.013, memory: 5812, loss_cls: 5.9267, loss: 5.9267, grad_norm: 6.4515 2020-10-25 03:54:53,094 - mmaction - INFO - Epoch [88][660/1492] lr: 1.000e-04, eta: 5:44:49, time: 1.084, data_time: 0.005, memory: 5812, loss_cls: 5.9518, loss: 5.9518, grad_norm: 6.2303 2020-10-25 03:55:14,855 - mmaction - INFO - Epoch [88][680/1492] lr: 1.000e-04, eta: 5:44:27, time: 1.078, data_time: 0.002, memory: 5812, loss_cls: 5.8025, loss: 5.8025, grad_norm: 6.2772 2020-10-25 03:55:36,205 - mmaction - INFO - Epoch [88][700/1492] lr: 1.000e-04, eta: 5:44:04, time: 1.078, data_time: 0.013, memory: 5812, loss_cls: 5.9437, loss: 5.9437, grad_norm: 6.3555 2020-10-25 03:55:57,408 - mmaction - INFO - Epoch [88][720/1492] lr: 1.000e-04, eta: 5:43:42, time: 1.060, data_time: 0.003, memory: 5812, loss_cls: 5.9480, loss: 5.9480, grad_norm: 6.3141 2020-10-25 03:56:18,975 - mmaction - INFO - Epoch [88][740/1492] lr: 1.000e-04, eta: 5:43:20, time: 1.079, data_time: 0.002, memory: 5812, loss_cls: 5.9753, loss: 5.9753, grad_norm: 6.4854 2020-10-25 03:56:40,266 - mmaction - INFO - Epoch [88][760/1492] lr: 1.000e-04, eta: 5:42:58, time: 1.060, data_time: 0.004, memory: 5812, loss_cls: 5.8519, loss: 5.8519, grad_norm: 6.1988 2020-10-25 03:57:02,275 - mmaction - INFO - Epoch [88][780/1492] lr: 1.000e-04, eta: 5:42:36, time: 1.103, data_time: 0.006, memory: 5812, loss_cls: 5.9494, loss: 5.9494, grad_norm: 6.2942 2020-10-25 03:57:23,411 - mmaction - INFO - Epoch [88][800/1492] lr: 1.000e-04, eta: 5:42:14, time: 1.050, data_time: 0.003, memory: 5812, loss_cls: 5.8840, loss: 5.8840, grad_norm: 6.3377 2020-10-25 03:57:44,995 - mmaction - INFO - Epoch [88][820/1492] lr: 1.000e-04, eta: 5:41:51, time: 1.087, data_time: 0.011, memory: 5812, loss_cls: 5.7843, loss: 5.7843, grad_norm: 6.1892 2020-10-25 03:58:06,982 - mmaction - INFO - Epoch [88][840/1492] lr: 1.000e-04, eta: 5:41:29, time: 1.094, data_time: 0.003, memory: 5812, loss_cls: 5.9289, loss: 5.9289, grad_norm: 6.3539 2020-10-25 03:58:28,766 - mmaction - INFO - Epoch [88][860/1492] lr: 1.000e-04, eta: 5:41:07, time: 1.087, data_time: 0.008, memory: 5812, loss_cls: 5.9558, loss: 5.9558, grad_norm: 6.4226 2020-10-25 03:58:50,813 - mmaction - INFO - Epoch [88][880/1492] lr: 1.000e-04, eta: 5:40:45, time: 1.111, data_time: 0.011, memory: 5812, loss_cls: 5.9031, loss: 5.9031, grad_norm: 6.2624 2020-10-25 03:59:12,164 - mmaction - INFO - Epoch [88][900/1492] lr: 1.000e-04, eta: 5:40:23, time: 1.063, data_time: 0.004, memory: 5812, loss_cls: 5.9130, loss: 5.9130, grad_norm: 6.3264 2020-10-25 03:59:33,836 - mmaction - INFO - Epoch [88][920/1492] lr: 1.000e-04, eta: 5:40:01, time: 1.087, data_time: 0.007, memory: 5812, loss_cls: 5.9892, loss: 5.9892, grad_norm: 6.3097 2020-10-25 03:59:55,310 - mmaction - INFO - Epoch [88][940/1492] lr: 1.000e-04, eta: 5:39:39, time: 1.072, data_time: 0.002, memory: 5812, loss_cls: 5.7596, loss: 5.7596, grad_norm: 6.2280 2020-10-25 04:00:16,740 - mmaction - INFO - Epoch [88][960/1492] lr: 1.000e-04, eta: 5:39:16, time: 1.072, data_time: 0.006, memory: 5812, loss_cls: 5.8786, loss: 5.8786, grad_norm: 6.3179 2020-10-25 04:00:38,261 - mmaction - INFO - Epoch [88][980/1492] lr: 1.000e-04, eta: 5:38:54, time: 1.077, data_time: 0.005, memory: 5812, loss_cls: 5.8269, loss: 5.8269, grad_norm: 6.2416 2020-10-25 04:00:59,681 - mmaction - INFO - Epoch [88][1000/1492] lr: 1.000e-04, eta: 5:38:32, time: 1.062, data_time: 0.004, memory: 5812, loss_cls: 5.7766, loss: 5.7766, grad_norm: 6.2554 2020-10-25 04:01:21,671 - mmaction - INFO - Epoch [88][1020/1492] lr: 1.000e-04, eta: 5:38:10, time: 1.110, data_time: 0.012, memory: 5812, loss_cls: 5.8193, loss: 5.8193, grad_norm: 6.3316 2020-10-25 04:01:42,886 - mmaction - INFO - Epoch [88][1040/1492] lr: 1.000e-04, eta: 5:37:48, time: 1.061, data_time: 0.002, memory: 5812, loss_cls: 5.9053, loss: 5.9053, grad_norm: 6.3839 2020-10-25 04:02:04,859 - mmaction - INFO - Epoch [88][1060/1492] lr: 1.000e-04, eta: 5:37:26, time: 1.099, data_time: 0.003, memory: 5812, loss_cls: 5.9407, loss: 5.9407, grad_norm: 6.4075 2020-10-25 04:02:26,259 - mmaction - INFO - Epoch [88][1080/1492] lr: 1.000e-04, eta: 5:37:03, time: 1.069, data_time: 0.001, memory: 5812, loss_cls: 5.8641, loss: 5.8641, grad_norm: 6.2571 2020-10-25 04:02:47,742 - mmaction - INFO - Epoch [88][1100/1492] lr: 1.000e-04, eta: 5:36:41, time: 1.070, data_time: 0.001, memory: 5812, loss_cls: 5.8133, loss: 5.8133, grad_norm: 6.1418 2020-10-25 04:03:09,136 - mmaction - INFO - Epoch [88][1120/1492] lr: 1.000e-04, eta: 5:36:19, time: 1.073, data_time: 0.007, memory: 5812, loss_cls: 5.8555, loss: 5.8555, grad_norm: 6.2401 2020-10-25 04:03:30,610 - mmaction - INFO - Epoch [88][1140/1492] lr: 1.000e-04, eta: 5:35:57, time: 1.075, data_time: 0.003, memory: 5812, loss_cls: 5.8373, loss: 5.8373, grad_norm: 6.4131 2020-10-25 04:03:51,724 - mmaction - INFO - Epoch [88][1160/1492] lr: 1.000e-04, eta: 5:35:35, time: 1.055, data_time: 0.002, memory: 5812, loss_cls: 5.9448, loss: 5.9448, grad_norm: 6.2113 2020-10-25 04:04:12,915 - mmaction - INFO - Epoch [88][1180/1492] lr: 1.000e-04, eta: 5:35:13, time: 1.057, data_time: 0.003, memory: 5812, loss_cls: 5.9413, loss: 5.9413, grad_norm: 6.4048 2020-10-25 04:04:34,599 - mmaction - INFO - Epoch [88][1200/1492] lr: 1.000e-04, eta: 5:34:50, time: 1.087, data_time: 0.006, memory: 5812, loss_cls: 5.8155, loss: 5.8155, grad_norm: 6.2277 2020-10-25 04:04:56,158 - mmaction - INFO - Epoch [88][1220/1492] lr: 1.000e-04, eta: 5:34:28, time: 1.077, data_time: 0.005, memory: 5812, loss_cls: 5.9129, loss: 5.9129, grad_norm: 6.3780 2020-10-25 04:05:16,996 - mmaction - INFO - Epoch [88][1240/1492] lr: 1.000e-04, eta: 5:34:06, time: 1.040, data_time: 0.003, memory: 5812, loss_cls: 5.9231, loss: 5.9231, grad_norm: 6.3829 2020-10-25 04:05:39,050 - mmaction - INFO - Epoch [88][1260/1492] lr: 1.000e-04, eta: 5:33:44, time: 1.105, data_time: 0.003, memory: 5812, loss_cls: 5.7641, loss: 5.7641, grad_norm: 6.1168 2020-10-25 04:06:00,496 - mmaction - INFO - Epoch [88][1280/1492] lr: 1.000e-04, eta: 5:33:22, time: 1.072, data_time: 0.002, memory: 5812, loss_cls: 5.8350, loss: 5.8350, grad_norm: 6.2076 2020-10-25 04:06:22,128 - mmaction - INFO - Epoch [88][1300/1492] lr: 1.000e-04, eta: 5:33:00, time: 1.082, data_time: 0.004, memory: 5812, loss_cls: 5.8687, loss: 5.8687, grad_norm: 6.3232 2020-10-25 04:06:43,846 - mmaction - INFO - Epoch [88][1320/1492] lr: 1.000e-04, eta: 5:32:37, time: 1.087, data_time: 0.002, memory: 5812, loss_cls: 5.9780, loss: 5.9780, grad_norm: 6.4187 2020-10-25 04:07:05,277 - mmaction - INFO - Epoch [88][1340/1492] lr: 1.000e-04, eta: 5:32:15, time: 1.069, data_time: 0.003, memory: 5812, loss_cls: 6.0051, loss: 6.0051, grad_norm: 6.4530 2020-10-25 04:07:27,056 - mmaction - INFO - Epoch [88][1360/1492] lr: 1.000e-04, eta: 5:31:53, time: 1.090, data_time: 0.005, memory: 5812, loss_cls: 5.8761, loss: 5.8761, grad_norm: 6.3388 2020-10-25 04:07:48,613 - mmaction - INFO - Epoch [88][1380/1492] lr: 1.000e-04, eta: 5:31:31, time: 1.074, data_time: 0.007, memory: 5812, loss_cls: 5.9422, loss: 5.9422, grad_norm: 6.2389 2020-10-25 04:08:10,539 - mmaction - INFO - Epoch [88][1400/1492] lr: 1.000e-04, eta: 5:31:09, time: 1.099, data_time: 0.006, memory: 5812, loss_cls: 5.8167, loss: 5.8167, grad_norm: 6.2802 2020-10-25 04:08:31,678 - mmaction - INFO - Epoch [88][1420/1492] lr: 1.000e-04, eta: 5:30:47, time: 1.047, data_time: 0.005, memory: 5812, loss_cls: 5.9042, loss: 5.9042, grad_norm: 6.3229 2020-10-25 04:08:53,650 - mmaction - INFO - Epoch [88][1440/1492] lr: 1.000e-04, eta: 5:30:25, time: 1.108, data_time: 0.014, memory: 5812, loss_cls: 5.8861, loss: 5.8861, grad_norm: 6.3557 2020-10-25 04:09:15,146 - mmaction - INFO - Epoch [88][1460/1492] lr: 1.000e-04, eta: 5:30:02, time: 1.077, data_time: 0.005, memory: 5812, loss_cls: 5.9325, loss: 5.9325, grad_norm: 6.4633 2020-10-25 04:09:37,111 - mmaction - INFO - Epoch [88][1480/1492] lr: 1.000e-04, eta: 5:29:40, time: 1.096, data_time: 0.004, memory: 5812, loss_cls: 5.7794, loss: 5.7794, grad_norm: 6.2453 2020-10-25 04:10:26,437 - mmaction - INFO - Epoch [89][20/1492] lr: 1.000e-04, eta: 5:29:05, time: 1.807, data_time: 1.301, memory: 5812, loss_cls: 5.8289, loss: 5.8289, grad_norm: 6.2748 2020-10-25 04:10:50,801 - mmaction - INFO - Epoch [89][40/1492] lr: 1.000e-04, eta: 5:28:43, time: 1.223, data_time: 0.293, memory: 5812, loss_cls: 5.7865, loss: 5.7865, grad_norm: 6.2565 2020-10-25 04:11:12,474 - mmaction - INFO - Epoch [89][60/1492] lr: 1.000e-04, eta: 5:28:21, time: 1.082, data_time: 0.010, memory: 5812, loss_cls: 5.8137, loss: 5.8137, grad_norm: 6.2368 2020-10-25 04:11:33,977 - mmaction - INFO - Epoch [89][80/1492] lr: 1.000e-04, eta: 5:27:59, time: 1.077, data_time: 0.004, memory: 5812, loss_cls: 5.8970, loss: 5.8970, grad_norm: 6.3438 2020-10-25 04:11:55,156 - mmaction - INFO - Epoch [89][100/1492] lr: 1.000e-04, eta: 5:27:37, time: 1.056, data_time: 0.002, memory: 5812, loss_cls: 5.9423, loss: 5.9423, grad_norm: 6.3955 2020-10-25 04:12:15,999 - mmaction - INFO - Epoch [89][120/1492] lr: 1.000e-04, eta: 5:27:15, time: 1.045, data_time: 0.005, memory: 5812, loss_cls: 5.8903, loss: 5.8903, grad_norm: 6.2937 2020-10-25 04:12:38,086 - mmaction - INFO - Epoch [89][140/1492] lr: 1.000e-04, eta: 5:26:53, time: 1.103, data_time: 0.002, memory: 5812, loss_cls: 5.8931, loss: 5.8931, grad_norm: 6.3765 2020-10-25 04:12:59,366 - mmaction - INFO - Epoch [89][160/1492] lr: 1.000e-04, eta: 5:26:30, time: 1.065, data_time: 0.004, memory: 5812, loss_cls: 5.8074, loss: 5.8074, grad_norm: 6.3436 2020-10-25 04:13:20,833 - mmaction - INFO - Epoch [89][180/1492] lr: 1.000e-04, eta: 5:26:08, time: 1.072, data_time: 0.004, memory: 5812, loss_cls: 5.8782, loss: 5.8782, grad_norm: 6.2363 2020-10-25 04:13:42,472 - mmaction - INFO - Epoch [89][200/1492] lr: 1.000e-04, eta: 5:25:46, time: 1.077, data_time: 0.005, memory: 5812, loss_cls: 5.9188, loss: 5.9188, grad_norm: 6.2428 2020-10-25 04:14:03,283 - mmaction - INFO - Epoch [89][220/1492] lr: 1.000e-04, eta: 5:25:24, time: 1.048, data_time: 0.009, memory: 5812, loss_cls: 5.9191, loss: 5.9191, grad_norm: 6.2925 2020-10-25 04:14:24,869 - mmaction - INFO - Epoch [89][240/1492] lr: 1.000e-04, eta: 5:25:02, time: 1.079, data_time: 0.003, memory: 5812, loss_cls: 5.8013, loss: 5.8013, grad_norm: 6.2279 2020-10-25 04:14:46,427 - mmaction - INFO - Epoch [89][260/1492] lr: 1.000e-04, eta: 5:24:39, time: 1.077, data_time: 0.003, memory: 5812, loss_cls: 5.8639, loss: 5.8639, grad_norm: 6.2491 2020-10-25 04:15:08,042 - mmaction - INFO - Epoch [89][280/1492] lr: 1.000e-04, eta: 5:24:17, time: 1.077, data_time: 0.002, memory: 5812, loss_cls: 5.8463, loss: 5.8463, grad_norm: 6.3234 2020-10-25 04:15:29,271 - mmaction - INFO - Epoch [89][300/1492] lr: 1.000e-04, eta: 5:23:55, time: 1.062, data_time: 0.006, memory: 5812, loss_cls: 5.7667, loss: 5.7667, grad_norm: 6.2040 2020-10-25 04:15:51,125 - mmaction - INFO - Epoch [89][320/1492] lr: 1.000e-04, eta: 5:23:33, time: 1.087, data_time: 0.008, memory: 5812, loss_cls: 5.9254, loss: 5.9254, grad_norm: 6.4837 2020-10-25 04:16:11,799 - mmaction - INFO - Epoch [89][340/1492] lr: 1.000e-04, eta: 5:23:11, time: 1.041, data_time: 0.010, memory: 5812, loss_cls: 5.9406, loss: 5.9406, grad_norm: 6.3234 2020-10-25 04:16:33,425 - mmaction - INFO - Epoch [89][360/1492] lr: 1.000e-04, eta: 5:22:49, time: 1.080, data_time: 0.003, memory: 5812, loss_cls: 5.8382, loss: 5.8382, grad_norm: 6.2451 2020-10-25 04:16:55,479 - mmaction - INFO - Epoch [89][380/1492] lr: 1.000e-04, eta: 5:22:27, time: 1.101, data_time: 0.005, memory: 5812, loss_cls: 5.7363, loss: 5.7363, grad_norm: 6.1904 2020-10-25 04:17:16,989 - mmaction - INFO - Epoch [89][400/1492] lr: 1.000e-04, eta: 5:22:04, time: 1.079, data_time: 0.007, memory: 5812, loss_cls: 5.8423, loss: 5.8423, grad_norm: 6.2795 2020-10-25 04:17:39,038 - mmaction - INFO - Epoch [89][420/1492] lr: 1.000e-04, eta: 5:21:42, time: 1.094, data_time: 0.002, memory: 5812, loss_cls: 6.0005, loss: 6.0005, grad_norm: 6.3953 2020-10-25 04:17:59,913 - mmaction - INFO - Epoch [89][440/1492] lr: 1.000e-04, eta: 5:21:20, time: 1.050, data_time: 0.012, memory: 5812, loss_cls: 5.9148, loss: 5.9148, grad_norm: 6.3535 2020-10-25 04:18:21,631 - mmaction - INFO - Epoch [89][460/1492] lr: 1.000e-04, eta: 5:20:58, time: 1.088, data_time: 0.005, memory: 5812, loss_cls: 5.9076, loss: 5.9076, grad_norm: 6.3515 2020-10-25 04:18:43,122 - mmaction - INFO - Epoch [89][480/1492] lr: 1.000e-04, eta: 5:20:36, time: 1.073, data_time: 0.004, memory: 5812, loss_cls: 5.9242, loss: 5.9242, grad_norm: 6.2605 2020-10-25 04:19:04,858 - mmaction - INFO - Epoch [89][500/1492] lr: 1.000e-04, eta: 5:20:14, time: 1.077, data_time: 0.005, memory: 5812, loss_cls: 5.8776, loss: 5.8776, grad_norm: 6.3873 2020-10-25 04:19:26,008 - mmaction - INFO - Epoch [89][520/1492] lr: 1.000e-04, eta: 5:19:51, time: 1.068, data_time: 0.015, memory: 5812, loss_cls: 5.9342, loss: 5.9342, grad_norm: 6.4081 2020-10-25 04:19:47,370 - mmaction - INFO - Epoch [89][540/1492] lr: 1.000e-04, eta: 5:19:29, time: 1.065, data_time: 0.002, memory: 5812, loss_cls: 5.8530, loss: 5.8530, grad_norm: 6.2365 2020-10-25 04:20:08,967 - mmaction - INFO - Epoch [89][560/1492] lr: 1.000e-04, eta: 5:19:07, time: 1.084, data_time: 0.008, memory: 5812, loss_cls: 5.7842, loss: 5.7842, grad_norm: 6.2983 2020-10-25 04:20:30,215 - mmaction - INFO - Epoch [89][580/1492] lr: 1.000e-04, eta: 5:18:45, time: 1.059, data_time: 0.002, memory: 5812, loss_cls: 5.8186, loss: 5.8186, grad_norm: 6.1736 2020-10-25 04:20:51,823 - mmaction - INFO - Epoch [89][600/1492] lr: 1.000e-04, eta: 5:18:23, time: 1.077, data_time: 0.009, memory: 5812, loss_cls: 5.8142, loss: 5.8142, grad_norm: 6.2119 2020-10-25 04:21:13,550 - mmaction - INFO - Epoch [89][620/1492] lr: 1.000e-04, eta: 5:18:01, time: 1.089, data_time: 0.007, memory: 5812, loss_cls: 5.8934, loss: 5.8934, grad_norm: 6.2597 2020-10-25 04:21:35,231 - mmaction - INFO - Epoch [89][640/1492] lr: 1.000e-04, eta: 5:17:39, time: 1.080, data_time: 0.007, memory: 5812, loss_cls: 5.9100, loss: 5.9100, grad_norm: 6.4128 2020-10-25 04:21:56,672 - mmaction - INFO - Epoch [89][660/1492] lr: 1.000e-04, eta: 5:17:16, time: 1.071, data_time: 0.009, memory: 5812, loss_cls: 5.8502, loss: 5.8502, grad_norm: 6.3260 2020-10-25 04:22:17,825 - mmaction - INFO - Epoch [89][680/1492] lr: 1.000e-04, eta: 5:16:54, time: 1.063, data_time: 0.013, memory: 5812, loss_cls: 5.8881, loss: 5.8881, grad_norm: 6.2992 2020-10-25 04:22:39,063 - mmaction - INFO - Epoch [89][700/1492] lr: 1.000e-04, eta: 5:16:32, time: 1.059, data_time: 0.008, memory: 5812, loss_cls: 5.9296, loss: 5.9296, grad_norm: 6.3961 2020-10-25 04:23:01,036 - mmaction - INFO - Epoch [89][720/1492] lr: 1.000e-04, eta: 5:16:10, time: 1.105, data_time: 0.009, memory: 5812, loss_cls: 5.9675, loss: 5.9675, grad_norm: 6.4339 2020-10-25 04:23:22,108 - mmaction - INFO - Epoch [89][740/1492] lr: 1.000e-04, eta: 5:15:48, time: 1.054, data_time: 0.002, memory: 5812, loss_cls: 5.8678, loss: 5.8678, grad_norm: 6.3486 2020-10-25 04:23:43,737 - mmaction - INFO - Epoch [89][760/1492] lr: 1.000e-04, eta: 5:15:26, time: 1.081, data_time: 0.001, memory: 5812, loss_cls: 5.9089, loss: 5.9089, grad_norm: 6.3621 2020-10-25 04:24:05,269 - mmaction - INFO - Epoch [89][780/1492] lr: 1.000e-04, eta: 5:15:03, time: 1.073, data_time: 0.002, memory: 5812, loss_cls: 5.7440, loss: 5.7440, grad_norm: 6.1314 2020-10-25 04:24:25,964 - mmaction - INFO - Epoch [89][800/1492] lr: 1.000e-04, eta: 5:14:41, time: 1.038, data_time: 0.006, memory: 5812, loss_cls: 5.7637, loss: 5.7637, grad_norm: 6.3072 2020-10-25 04:24:47,662 - mmaction - INFO - Epoch [89][820/1492] lr: 1.000e-04, eta: 5:14:19, time: 1.084, data_time: 0.002, memory: 5812, loss_cls: 5.8810, loss: 5.8810, grad_norm: 6.3644 2020-10-25 04:25:09,117 - mmaction - INFO - Epoch [89][840/1492] lr: 1.000e-04, eta: 5:13:57, time: 1.064, data_time: 0.004, memory: 5812, loss_cls: 5.8585, loss: 5.8585, grad_norm: 6.2577 2020-10-25 04:25:30,273 - mmaction - INFO - Epoch [89][860/1492] lr: 1.000e-04, eta: 5:13:35, time: 1.061, data_time: 0.013, memory: 5812, loss_cls: 5.9440, loss: 5.9440, grad_norm: 6.4879 2020-10-25 04:25:51,518 - mmaction - INFO - Epoch [89][880/1492] lr: 1.000e-04, eta: 5:13:12, time: 1.068, data_time: 0.012, memory: 5812, loss_cls: 5.8929, loss: 5.8929, grad_norm: 6.3998 2020-10-25 04:26:12,601 - mmaction - INFO - Epoch [89][900/1492] lr: 1.000e-04, eta: 5:12:50, time: 1.054, data_time: 0.002, memory: 5812, loss_cls: 5.8667, loss: 5.8667, grad_norm: 6.2624 2020-10-25 04:26:33,904 - mmaction - INFO - Epoch [89][920/1492] lr: 1.000e-04, eta: 5:12:28, time: 1.065, data_time: 0.004, memory: 5812, loss_cls: 5.9055, loss: 5.9055, grad_norm: 6.3329 2020-10-25 04:26:55,277 - mmaction - INFO - Epoch [89][940/1492] lr: 1.000e-04, eta: 5:12:06, time: 1.063, data_time: 0.006, memory: 5812, loss_cls: 5.8169, loss: 5.8169, grad_norm: 6.2463 2020-10-25 04:27:16,605 - mmaction - INFO - Epoch [89][960/1492] lr: 1.000e-04, eta: 5:11:44, time: 1.073, data_time: 0.011, memory: 5812, loss_cls: 5.8437, loss: 5.8437, grad_norm: 6.3041 2020-10-25 04:27:38,010 - mmaction - INFO - Epoch [89][980/1492] lr: 1.000e-04, eta: 5:11:22, time: 1.069, data_time: 0.004, memory: 5812, loss_cls: 5.8897, loss: 5.8897, grad_norm: 6.3462 2020-10-25 04:27:59,668 - mmaction - INFO - Epoch [89][1000/1492] lr: 1.000e-04, eta: 5:10:59, time: 1.084, data_time: 0.006, memory: 5812, loss_cls: 5.7834, loss: 5.7834, grad_norm: 6.2959 2020-10-25 04:28:21,111 - mmaction - INFO - Epoch [89][1020/1492] lr: 1.000e-04, eta: 5:10:37, time: 1.074, data_time: 0.003, memory: 5812, loss_cls: 5.7825, loss: 5.7825, grad_norm: 6.2389 2020-10-25 04:28:42,935 - mmaction - INFO - Epoch [89][1040/1492] lr: 1.000e-04, eta: 5:10:15, time: 1.083, data_time: 0.003, memory: 5812, loss_cls: 5.8300, loss: 5.8300, grad_norm: 6.4053 2020-10-25 04:29:04,350 - mmaction - INFO - Epoch [89][1060/1492] lr: 1.000e-04, eta: 5:09:53, time: 1.074, data_time: 0.010, memory: 5812, loss_cls: 5.9327, loss: 5.9327, grad_norm: 6.2812 2020-10-25 04:29:25,337 - mmaction - INFO - Epoch [89][1080/1492] lr: 1.000e-04, eta: 5:09:31, time: 1.050, data_time: 0.010, memory: 5812, loss_cls: 5.9357, loss: 5.9357, grad_norm: 6.4180 2020-10-25 04:29:47,014 - mmaction - INFO - Epoch [89][1100/1492] lr: 1.000e-04, eta: 5:09:09, time: 1.087, data_time: 0.005, memory: 5812, loss_cls: 5.8188, loss: 5.8188, grad_norm: 6.2278 2020-10-25 04:30:08,504 - mmaction - INFO - Epoch [89][1120/1492] lr: 1.000e-04, eta: 5:08:47, time: 1.075, data_time: 0.005, memory: 5812, loss_cls: 5.8849, loss: 5.8849, grad_norm: 6.3688 2020-10-25 04:30:30,473 - mmaction - INFO - Epoch [89][1140/1492] lr: 1.000e-04, eta: 5:08:24, time: 1.092, data_time: 0.003, memory: 5812, loss_cls: 5.7833, loss: 5.7833, grad_norm: 6.1902 2020-10-25 04:30:51,527 - mmaction - INFO - Epoch [89][1160/1492] lr: 1.000e-04, eta: 5:08:02, time: 1.054, data_time: 0.011, memory: 5812, loss_cls: 5.9780, loss: 5.9780, grad_norm: 6.2685 2020-10-25 04:31:13,120 - mmaction - INFO - Epoch [89][1180/1492] lr: 1.000e-04, eta: 5:07:40, time: 1.086, data_time: 0.009, memory: 5812, loss_cls: 5.8164, loss: 5.8164, grad_norm: 6.1906 2020-10-25 04:31:33,828 - mmaction - INFO - Epoch [89][1200/1492] lr: 1.000e-04, eta: 5:07:18, time: 1.036, data_time: 0.003, memory: 5812, loss_cls: 5.9607, loss: 5.9607, grad_norm: 6.4493 2020-10-25 04:31:55,277 - mmaction - INFO - Epoch [89][1220/1492] lr: 1.000e-04, eta: 5:06:56, time: 1.072, data_time: 0.005, memory: 5812, loss_cls: 5.8850, loss: 5.8850, grad_norm: 6.2836 2020-10-25 04:32:16,703 - mmaction - INFO - Epoch [89][1240/1492] lr: 1.000e-04, eta: 5:06:34, time: 1.065, data_time: 0.002, memory: 5812, loss_cls: 5.8076, loss: 5.8076, grad_norm: 6.2895 2020-10-25 04:32:37,721 - mmaction - INFO - Epoch [89][1260/1492] lr: 1.000e-04, eta: 5:06:11, time: 1.053, data_time: 0.009, memory: 5812, loss_cls: 5.9871, loss: 5.9871, grad_norm: 6.4561 2020-10-25 04:32:59,743 - mmaction - INFO - Epoch [89][1280/1492] lr: 1.000e-04, eta: 5:05:49, time: 1.100, data_time: 0.007, memory: 5812, loss_cls: 5.9987, loss: 5.9987, grad_norm: 6.3481 2020-10-25 04:33:20,873 - mmaction - INFO - Epoch [89][1300/1492] lr: 1.000e-04, eta: 5:05:27, time: 1.057, data_time: 0.007, memory: 5812, loss_cls: 5.9180, loss: 5.9180, grad_norm: 6.2463 2020-10-25 04:33:41,985 - mmaction - INFO - Epoch [89][1320/1492] lr: 1.000e-04, eta: 5:05:05, time: 1.053, data_time: 0.008, memory: 5812, loss_cls: 5.7961, loss: 5.7961, grad_norm: 6.2258 2020-10-25 04:34:04,373 - mmaction - INFO - Epoch [89][1340/1492] lr: 1.000e-04, eta: 5:04:43, time: 1.117, data_time: 0.009, memory: 5812, loss_cls: 5.8069, loss: 5.8069, grad_norm: 6.3010 2020-10-25 04:34:25,220 - mmaction - INFO - Epoch [89][1360/1492] lr: 1.000e-04, eta: 5:04:21, time: 1.049, data_time: 0.011, memory: 5812, loss_cls: 5.9219, loss: 5.9219, grad_norm: 6.4453 2020-10-25 04:34:46,667 - mmaction - INFO - Epoch [89][1380/1492] lr: 1.000e-04, eta: 5:03:58, time: 1.075, data_time: 0.006, memory: 5812, loss_cls: 5.7947, loss: 5.7947, grad_norm: 6.2629 2020-10-25 04:35:07,962 - mmaction - INFO - Epoch [89][1400/1492] lr: 1.000e-04, eta: 5:03:36, time: 1.061, data_time: 0.005, memory: 5812, loss_cls: 5.9597, loss: 5.9597, grad_norm: 6.3014 2020-10-25 04:35:29,495 - mmaction - INFO - Epoch [89][1420/1492] lr: 1.000e-04, eta: 5:03:14, time: 1.073, data_time: 0.007, memory: 5812, loss_cls: 5.7629, loss: 5.7629, grad_norm: 6.2222 2020-10-25 04:35:50,658 - mmaction - INFO - Epoch [89][1440/1492] lr: 1.000e-04, eta: 5:02:52, time: 1.066, data_time: 0.013, memory: 5812, loss_cls: 5.9238, loss: 5.9238, grad_norm: 6.4408 2020-10-25 04:36:12,339 - mmaction - INFO - Epoch [89][1460/1492] lr: 1.000e-04, eta: 5:02:30, time: 1.076, data_time: 0.002, memory: 5812, loss_cls: 5.8267, loss: 5.8267, grad_norm: 6.2822 2020-10-25 04:36:33,489 - mmaction - INFO - Epoch [89][1480/1492] lr: 1.000e-04, eta: 5:02:08, time: 1.060, data_time: 0.011, memory: 5812, loss_cls: 5.9523, loss: 5.9523, grad_norm: 6.3635 2020-10-25 04:37:20,655 - mmaction - INFO - Epoch [90][20/1492] lr: 1.000e-04, eta: 5:01:32, time: 1.761, data_time: 1.275, memory: 5812, loss_cls: 5.7987, loss: 5.7987, grad_norm: 6.2137 2020-10-25 04:37:42,889 - mmaction - INFO - Epoch [90][40/1492] lr: 1.000e-04, eta: 5:01:10, time: 1.111, data_time: 0.500, memory: 5812, loss_cls: 6.0081, loss: 6.0081, grad_norm: 6.3707 2020-10-25 04:38:05,159 - mmaction - INFO - Epoch [90][60/1492] lr: 1.000e-04, eta: 5:00:48, time: 1.116, data_time: 0.019, memory: 5812, loss_cls: 5.8539, loss: 5.8539, grad_norm: 6.3412 2020-10-25 04:38:26,004 - mmaction - INFO - Epoch [90][80/1492] lr: 1.000e-04, eta: 5:00:26, time: 1.039, data_time: 0.001, memory: 5812, loss_cls: 5.7523, loss: 5.7523, grad_norm: 6.2263 2020-10-25 04:38:47,648 - mmaction - INFO - Epoch [90][100/1492] lr: 1.000e-04, eta: 5:00:04, time: 1.075, data_time: 0.006, memory: 5812, loss_cls: 5.8539, loss: 5.8539, grad_norm: 6.2725 2020-10-25 04:39:09,152 - mmaction - INFO - Epoch [90][120/1492] lr: 1.000e-04, eta: 4:59:42, time: 1.085, data_time: 0.013, memory: 5812, loss_cls: 5.9097, loss: 5.9097, grad_norm: 6.2387 2020-10-25 04:39:30,073 - mmaction - INFO - Epoch [90][140/1492] lr: 1.000e-04, eta: 4:59:19, time: 1.047, data_time: 0.002, memory: 5812, loss_cls: 5.8551, loss: 5.8551, grad_norm: 6.3509 2020-10-25 04:39:51,440 - mmaction - INFO - Epoch [90][160/1492] lr: 1.000e-04, eta: 4:58:57, time: 1.068, data_time: 0.003, memory: 5812, loss_cls: 5.8814, loss: 5.8814, grad_norm: 6.3006 2020-10-25 04:40:12,287 - mmaction - INFO - Epoch [90][180/1492] lr: 1.000e-04, eta: 4:58:35, time: 1.041, data_time: 0.008, memory: 5812, loss_cls: 5.8167, loss: 5.8167, grad_norm: 6.2205 2020-10-25 04:40:33,943 - mmaction - INFO - Epoch [90][200/1492] lr: 1.000e-04, eta: 4:58:13, time: 1.080, data_time: 0.004, memory: 5812, loss_cls: 5.8814, loss: 5.8814, grad_norm: 6.3183 2020-10-25 04:40:55,298 - mmaction - INFO - Epoch [90][220/1492] lr: 1.000e-04, eta: 4:57:51, time: 1.072, data_time: 0.006, memory: 5812, loss_cls: 5.9503, loss: 5.9503, grad_norm: 6.4354 2020-10-25 04:41:15,890 - mmaction - INFO - Epoch [90][240/1492] lr: 1.000e-04, eta: 4:57:28, time: 1.020, data_time: 0.004, memory: 5812, loss_cls: 5.9698, loss: 5.9698, grad_norm: 6.4298 2020-10-25 04:41:37,560 - mmaction - INFO - Epoch [90][260/1492] lr: 1.000e-04, eta: 4:57:06, time: 1.090, data_time: 0.015, memory: 5812, loss_cls: 5.7424, loss: 5.7424, grad_norm: 6.1350 2020-10-25 04:41:58,242 - mmaction - INFO - Epoch [90][280/1492] lr: 1.000e-04, eta: 4:56:44, time: 1.037, data_time: 0.006, memory: 5812, loss_cls: 5.9691, loss: 5.9691, grad_norm: 6.3761 2020-10-25 04:42:19,649 - mmaction - INFO - Epoch [90][300/1492] lr: 1.000e-04, eta: 4:56:22, time: 1.065, data_time: 0.003, memory: 5812, loss_cls: 5.8616, loss: 5.8616, grad_norm: 6.3136 2020-10-25 04:42:40,935 - mmaction - INFO - Epoch [90][320/1492] lr: 1.000e-04, eta: 4:56:00, time: 1.069, data_time: 0.007, memory: 5812, loss_cls: 5.9087, loss: 5.9087, grad_norm: 6.2559 2020-10-25 04:43:01,938 - mmaction - INFO - Epoch [90][340/1492] lr: 1.000e-04, eta: 4:55:38, time: 1.050, data_time: 0.004, memory: 5812, loss_cls: 5.8512, loss: 5.8512, grad_norm: 6.3569 2020-10-25 04:43:23,709 - mmaction - INFO - Epoch [90][360/1492] lr: 1.000e-04, eta: 4:55:15, time: 1.081, data_time: 0.005, memory: 5812, loss_cls: 5.8860, loss: 5.8860, grad_norm: 6.2851 2020-10-25 04:43:44,840 - mmaction - INFO - Epoch [90][380/1492] lr: 1.000e-04, eta: 4:54:53, time: 1.060, data_time: 0.012, memory: 5812, loss_cls: 5.7749, loss: 5.7749, grad_norm: 6.2576 2020-10-25 04:44:05,778 - mmaction - INFO - Epoch [90][400/1492] lr: 1.000e-04, eta: 4:54:31, time: 1.052, data_time: 0.007, memory: 5812, loss_cls: 5.8761, loss: 5.8761, grad_norm: 6.3194 2020-10-25 04:44:27,043 - mmaction - INFO - Epoch [90][420/1492] lr: 1.000e-04, eta: 4:54:09, time: 1.064, data_time: 0.002, memory: 5812, loss_cls: 5.9115, loss: 5.9115, grad_norm: 6.3680 2020-10-25 04:44:48,256 - mmaction - INFO - Epoch [90][440/1492] lr: 1.000e-04, eta: 4:53:47, time: 1.057, data_time: 0.005, memory: 5812, loss_cls: 5.8520, loss: 5.8520, grad_norm: 6.4414 2020-10-25 04:45:09,598 - mmaction - INFO - Epoch [90][460/1492] lr: 1.000e-04, eta: 4:53:25, time: 1.070, data_time: 0.009, memory: 5812, loss_cls: 5.8708, loss: 5.8708, grad_norm: 6.3024 2020-10-25 04:45:31,348 - mmaction - INFO - Epoch [90][480/1492] lr: 1.000e-04, eta: 4:53:02, time: 1.081, data_time: 0.002, memory: 5812, loss_cls: 5.8072, loss: 5.8072, grad_norm: 6.1887 2020-10-25 04:45:53,006 - mmaction - INFO - Epoch [90][500/1492] lr: 1.000e-04, eta: 4:52:40, time: 1.082, data_time: 0.011, memory: 5812, loss_cls: 5.9174, loss: 5.9174, grad_norm: 6.3841 2020-10-25 04:46:14,216 - mmaction - INFO - Epoch [90][520/1492] lr: 1.000e-04, eta: 4:52:18, time: 1.060, data_time: 0.009, memory: 5812, loss_cls: 5.9211, loss: 5.9211, grad_norm: 6.5154 2020-10-25 04:46:35,702 - mmaction - INFO - Epoch [90][540/1492] lr: 1.000e-04, eta: 4:51:56, time: 1.077, data_time: 0.009, memory: 5812, loss_cls: 5.7950, loss: 5.7950, grad_norm: 6.3349 2020-10-25 04:46:56,626 - mmaction - INFO - Epoch [90][560/1492] lr: 1.000e-04, eta: 4:51:34, time: 1.050, data_time: 0.007, memory: 5812, loss_cls: 5.7736, loss: 5.7736, grad_norm: 6.2256 2020-10-25 04:47:17,945 - mmaction - INFO - Epoch [90][580/1492] lr: 1.000e-04, eta: 4:51:12, time: 1.062, data_time: 0.006, memory: 5812, loss_cls: 5.8956, loss: 5.8956, grad_norm: 6.2559 2020-10-25 04:47:38,839 - mmaction - INFO - Epoch [90][600/1492] lr: 1.000e-04, eta: 4:50:49, time: 1.049, data_time: 0.012, memory: 5812, loss_cls: 5.8711, loss: 5.8711, grad_norm: 6.2508 2020-10-25 04:48:00,257 - mmaction - INFO - Epoch [90][620/1492] lr: 1.000e-04, eta: 4:50:27, time: 1.065, data_time: 0.002, memory: 5812, loss_cls: 5.9417, loss: 5.9417, grad_norm: 6.3171 2020-10-25 04:48:21,293 - mmaction - INFO - Epoch [90][640/1492] lr: 1.000e-04, eta: 4:50:05, time: 1.054, data_time: 0.009, memory: 5812, loss_cls: 5.8933, loss: 5.8933, grad_norm: 6.3826 2020-10-25 04:48:43,048 - mmaction - INFO - Epoch [90][660/1492] lr: 1.000e-04, eta: 4:49:43, time: 1.087, data_time: 0.006, memory: 5812, loss_cls: 5.8217, loss: 5.8217, grad_norm: 6.3185 2020-10-25 04:49:03,822 - mmaction - INFO - Epoch [90][680/1492] lr: 1.000e-04, eta: 4:49:21, time: 1.042, data_time: 0.006, memory: 5812, loss_cls: 5.7958, loss: 5.7958, grad_norm: 6.2632 2020-10-25 04:49:24,947 - mmaction - INFO - Epoch [90][700/1492] lr: 1.000e-04, eta: 4:48:59, time: 1.056, data_time: 0.003, memory: 5812, loss_cls: 5.8893, loss: 5.8893, grad_norm: 6.2873 2020-10-25 04:49:46,889 - mmaction - INFO - Epoch [90][720/1492] lr: 1.000e-04, eta: 4:48:37, time: 1.096, data_time: 0.004, memory: 5812, loss_cls: 5.9389, loss: 5.9389, grad_norm: 6.3477 2020-10-25 04:50:08,672 - mmaction - INFO - Epoch [90][740/1492] lr: 1.000e-04, eta: 4:48:14, time: 1.090, data_time: 0.003, memory: 5812, loss_cls: 5.8975, loss: 5.8975, grad_norm: 6.4054 2020-10-25 04:50:30,067 - mmaction - INFO - Epoch [90][760/1492] lr: 1.000e-04, eta: 4:47:52, time: 1.063, data_time: 0.002, memory: 5812, loss_cls: 5.7792, loss: 5.7792, grad_norm: 6.1081 2020-10-25 04:50:50,921 - mmaction - INFO - Epoch [90][780/1492] lr: 1.000e-04, eta: 4:47:30, time: 1.047, data_time: 0.010, memory: 5812, loss_cls: 5.8835, loss: 5.8835, grad_norm: 6.3154 2020-10-25 04:51:12,598 - mmaction - INFO - Epoch [90][800/1492] lr: 1.000e-04, eta: 4:47:08, time: 1.075, data_time: 0.006, memory: 5812, loss_cls: 5.8575, loss: 5.8575, grad_norm: 6.3057 2020-10-25 04:51:34,010 - mmaction - INFO - Epoch [90][820/1492] lr: 1.000e-04, eta: 4:46:46, time: 1.077, data_time: 0.015, memory: 5812, loss_cls: 5.8824, loss: 5.8824, grad_norm: 6.3306 2020-10-25 04:51:55,360 - mmaction - INFO - Epoch [90][840/1492] lr: 1.000e-04, eta: 4:46:24, time: 1.066, data_time: 0.008, memory: 5812, loss_cls: 5.7403, loss: 5.7403, grad_norm: 6.2041 2020-10-25 04:52:16,675 - mmaction - INFO - Epoch [90][860/1492] lr: 1.000e-04, eta: 4:46:01, time: 1.070, data_time: 0.006, memory: 5812, loss_cls: 5.7978, loss: 5.7978, grad_norm: 6.2886 2020-10-25 04:52:38,274 - mmaction - INFO - Epoch [90][880/1492] lr: 1.000e-04, eta: 4:45:39, time: 1.075, data_time: 0.003, memory: 5812, loss_cls: 5.9487, loss: 5.9487, grad_norm: 6.3452 2020-10-25 04:52:59,913 - mmaction - INFO - Epoch [90][900/1492] lr: 1.000e-04, eta: 4:45:17, time: 1.086, data_time: 0.008, memory: 5812, loss_cls: 5.8746, loss: 5.8746, grad_norm: 6.2146 2020-10-25 04:53:22,209 - mmaction - INFO - Epoch [90][920/1492] lr: 1.000e-04, eta: 4:44:55, time: 1.110, data_time: 0.003, memory: 5812, loss_cls: 5.7476, loss: 5.7476, grad_norm: 6.2735 2020-10-25 04:53:43,175 - mmaction - INFO - Epoch [90][940/1492] lr: 1.000e-04, eta: 4:44:33, time: 1.054, data_time: 0.010, memory: 5812, loss_cls: 5.9598, loss: 5.9598, grad_norm: 6.3036 2020-10-25 04:54:04,525 - mmaction - INFO - Epoch [90][960/1492] lr: 1.000e-04, eta: 4:44:11, time: 1.067, data_time: 0.003, memory: 5812, loss_cls: 5.8485, loss: 5.8485, grad_norm: 6.2437 2020-10-25 04:54:25,857 - mmaction - INFO - Epoch [90][980/1492] lr: 1.000e-04, eta: 4:43:49, time: 1.064, data_time: 0.003, memory: 5812, loss_cls: 5.8657, loss: 5.8657, grad_norm: 6.3615 2020-10-25 04:54:47,596 - mmaction - INFO - Epoch [90][1000/1492] lr: 1.000e-04, eta: 4:43:27, time: 1.084, data_time: 0.007, memory: 5812, loss_cls: 5.7866, loss: 5.7866, grad_norm: 6.2715 2020-10-25 04:55:09,052 - mmaction - INFO - Epoch [90][1020/1492] lr: 1.000e-04, eta: 4:43:04, time: 1.075, data_time: 0.008, memory: 5812, loss_cls: 5.9401, loss: 5.9401, grad_norm: 6.4392 2020-10-25 04:55:30,805 - mmaction - INFO - Epoch [90][1040/1492] lr: 1.000e-04, eta: 4:42:42, time: 1.089, data_time: 0.006, memory: 5812, loss_cls: 5.8358, loss: 5.8358, grad_norm: 6.2539 2020-10-25 04:55:52,162 - mmaction - INFO - Epoch [90][1060/1492] lr: 1.000e-04, eta: 4:42:20, time: 1.068, data_time: 0.005, memory: 5812, loss_cls: 5.7256, loss: 5.7256, grad_norm: 6.2253 2020-10-25 04:56:12,912 - mmaction - INFO - Epoch [90][1080/1492] lr: 1.000e-04, eta: 4:41:58, time: 1.037, data_time: 0.005, memory: 5812, loss_cls: 5.8364, loss: 5.8364, grad_norm: 6.3408 2020-10-25 04:56:34,005 - mmaction - INFO - Epoch [90][1100/1492] lr: 1.000e-04, eta: 4:41:36, time: 1.056, data_time: 0.005, memory: 5812, loss_cls: 5.8661, loss: 5.8661, grad_norm: 6.3751 2020-10-25 04:56:55,799 - mmaction - INFO - Epoch [90][1120/1492] lr: 1.000e-04, eta: 4:41:14, time: 1.088, data_time: 0.003, memory: 5812, loss_cls: 5.9605, loss: 5.9605, grad_norm: 6.3111 2020-10-25 04:57:16,516 - mmaction - INFO - Epoch [90][1140/1492] lr: 1.000e-04, eta: 4:40:51, time: 1.037, data_time: 0.017, memory: 5812, loss_cls: 5.8278, loss: 5.8278, grad_norm: 6.2469 2020-10-25 04:57:37,587 - mmaction - INFO - Epoch [90][1160/1492] lr: 1.000e-04, eta: 4:40:29, time: 1.051, data_time: 0.006, memory: 5812, loss_cls: 5.9473, loss: 5.9473, grad_norm: 6.2675 2020-10-25 04:57:57,891 - mmaction - INFO - Epoch [90][1180/1492] lr: 1.000e-04, eta: 4:40:07, time: 1.020, data_time: 0.006, memory: 5812, loss_cls: 5.9226, loss: 5.9226, grad_norm: 6.2819 2020-10-25 04:58:19,359 - mmaction - INFO - Epoch [90][1200/1492] lr: 1.000e-04, eta: 4:39:45, time: 1.068, data_time: 0.001, memory: 5812, loss_cls: 5.9265, loss: 5.9265, grad_norm: 6.3351 2020-10-25 04:58:40,997 - mmaction - INFO - Epoch [90][1220/1492] lr: 1.000e-04, eta: 4:39:23, time: 1.086, data_time: 0.008, memory: 5812, loss_cls: 5.8645, loss: 5.8645, grad_norm: 6.2882 2020-10-25 04:59:02,314 - mmaction - INFO - Epoch [90][1240/1492] lr: 1.000e-04, eta: 4:39:01, time: 1.056, data_time: 0.005, memory: 5812, loss_cls: 5.8758, loss: 5.8758, grad_norm: 6.3656 2020-10-25 04:59:23,332 - mmaction - INFO - Epoch [90][1260/1492] lr: 1.000e-04, eta: 4:38:38, time: 1.061, data_time: 0.013, memory: 5812, loss_cls: 5.8929, loss: 5.8929, grad_norm: 6.3065 2020-10-25 04:59:44,417 - mmaction - INFO - Epoch [90][1280/1492] lr: 1.000e-04, eta: 4:38:16, time: 1.048, data_time: 0.004, memory: 5812, loss_cls: 5.9170, loss: 5.9170, grad_norm: 6.3250 2020-10-25 05:00:05,765 - mmaction - INFO - Epoch [90][1300/1492] lr: 1.000e-04, eta: 4:37:54, time: 1.074, data_time: 0.013, memory: 5812, loss_cls: 5.8417, loss: 5.8417, grad_norm: 6.2993 2020-10-25 05:00:27,598 - mmaction - INFO - Epoch [90][1320/1492] lr: 1.000e-04, eta: 4:37:32, time: 1.091, data_time: 0.002, memory: 5812, loss_cls: 5.9963, loss: 5.9963, grad_norm: 6.4367 2020-10-25 05:00:49,123 - mmaction - INFO - Epoch [90][1340/1492] lr: 1.000e-04, eta: 4:37:10, time: 1.071, data_time: 0.003, memory: 5812, loss_cls: 5.8304, loss: 5.8304, grad_norm: 6.3138 2020-10-25 05:01:09,992 - mmaction - INFO - Epoch [90][1360/1492] lr: 1.000e-04, eta: 4:36:48, time: 1.049, data_time: 0.013, memory: 5812, loss_cls: 5.8667, loss: 5.8667, grad_norm: 6.4136 2020-10-25 05:01:31,345 - mmaction - INFO - Epoch [90][1380/1492] lr: 1.000e-04, eta: 4:36:25, time: 1.054, data_time: 0.002, memory: 5812, loss_cls: 5.9256, loss: 5.9256, grad_norm: 6.2802 2020-10-25 05:01:52,113 - mmaction - INFO - Epoch [90][1400/1492] lr: 1.000e-04, eta: 4:36:03, time: 1.047, data_time: 0.016, memory: 5812, loss_cls: 5.9518, loss: 5.9518, grad_norm: 6.4559 2020-10-25 05:02:13,650 - mmaction - INFO - Epoch [90][1420/1492] lr: 1.000e-04, eta: 4:35:41, time: 1.080, data_time: 0.006, memory: 5812, loss_cls: 5.8018, loss: 5.8018, grad_norm: 6.2983 2020-10-25 05:02:34,906 - mmaction - INFO - Epoch [90][1440/1492] lr: 1.000e-04, eta: 4:35:19, time: 1.061, data_time: 0.006, memory: 5812, loss_cls: 5.7760, loss: 5.7760, grad_norm: 6.2582 2020-10-25 05:02:56,148 - mmaction - INFO - Epoch [90][1460/1492] lr: 1.000e-04, eta: 4:34:57, time: 1.051, data_time: 0.005, memory: 5812, loss_cls: 5.9243, loss: 5.9243, grad_norm: 6.3551 2020-10-25 05:03:17,772 - mmaction - INFO - Epoch [90][1480/1492] lr: 1.000e-04, eta: 4:34:35, time: 1.086, data_time: 0.016, memory: 5812, loss_cls: 5.9594, loss: 5.9594, grad_norm: 6.4383 2020-10-25 05:03:29,096 - mmaction - INFO - Saving checkpoint at 90 epochs 2020-10-25 05:05:35,548 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-25 05:05:36,748 - mmaction - INFO - mean_average_precision 0.4899 2020-10-25 05:05:36,773 - mmaction - INFO - Epoch(val) [90][1492] mean_average_precision: 0.4899 2020-10-25 05:06:08,018 - mmaction - INFO - Epoch [91][20/1492] lr: 1.000e-04, eta: 4:33:59, time: 1.561, data_time: 0.776, memory: 5812, loss_cls: 5.8962, loss: 5.8962, grad_norm: 6.2604 2020-10-25 05:06:31,640 - mmaction - INFO - Epoch [91][40/1492] lr: 1.000e-04, eta: 4:33:37, time: 1.182, data_time: 0.040, memory: 5812, loss_cls: 5.8672, loss: 5.8672, grad_norm: 6.2470 2020-10-25 05:06:54,167 - mmaction - INFO - Epoch [91][60/1492] lr: 1.000e-04, eta: 4:33:15, time: 1.124, data_time: 0.001, memory: 5812, loss_cls: 5.7738, loss: 5.7738, grad_norm: 6.2772 2020-10-25 05:07:16,522 - mmaction - INFO - Epoch [91][80/1492] lr: 1.000e-04, eta: 4:32:53, time: 1.117, data_time: 0.007, memory: 5812, loss_cls: 5.8354, loss: 5.8354, grad_norm: 6.3480 2020-10-25 05:07:39,619 - mmaction - INFO - Epoch [91][100/1492] lr: 1.000e-04, eta: 4:32:31, time: 1.158, data_time: 0.005, memory: 5812, loss_cls: 5.7970, loss: 5.7970, grad_norm: 6.2890 2020-10-25 05:08:01,662 - mmaction - INFO - Epoch [91][120/1492] lr: 1.000e-04, eta: 4:32:09, time: 1.102, data_time: 0.003, memory: 5812, loss_cls: 5.7982, loss: 5.7982, grad_norm: 6.2549 2020-10-25 05:08:23,650 - mmaction - INFO - Epoch [91][140/1492] lr: 1.000e-04, eta: 4:31:47, time: 1.093, data_time: 0.006, memory: 5812, loss_cls: 5.8237, loss: 5.8237, grad_norm: 6.3227 2020-10-25 05:08:45,232 - mmaction - INFO - Epoch [91][160/1492] lr: 1.000e-04, eta: 4:31:25, time: 1.085, data_time: 0.009, memory: 5812, loss_cls: 5.9073, loss: 5.9073, grad_norm: 6.3328 2020-10-25 05:09:07,023 - mmaction - INFO - Epoch [91][180/1492] lr: 1.000e-04, eta: 4:31:03, time: 1.088, data_time: 0.003, memory: 5812, loss_cls: 5.8454, loss: 5.8454, grad_norm: 6.2979 2020-10-25 05:09:28,653 - mmaction - INFO - Epoch [91][200/1492] lr: 1.000e-04, eta: 4:30:41, time: 1.081, data_time: 0.004, memory: 5812, loss_cls: 5.9790, loss: 5.9790, grad_norm: 6.4512 2020-10-25 05:09:50,863 - mmaction - INFO - Epoch [91][220/1492] lr: 1.000e-04, eta: 4:30:19, time: 1.106, data_time: 0.006, memory: 5812, loss_cls: 5.8437, loss: 5.8437, grad_norm: 6.2268 2020-10-25 05:10:12,208 - mmaction - INFO - Epoch [91][240/1492] lr: 1.000e-04, eta: 4:29:56, time: 1.067, data_time: 0.015, memory: 5812, loss_cls: 5.8193, loss: 5.8193, grad_norm: 6.3295 2020-10-25 05:10:34,750 - mmaction - INFO - Epoch [91][260/1492] lr: 1.000e-04, eta: 4:29:34, time: 1.134, data_time: 0.009, memory: 5812, loss_cls: 5.9551, loss: 5.9551, grad_norm: 6.4288 2020-10-25 05:10:56,683 - mmaction - INFO - Epoch [91][280/1492] lr: 1.000e-04, eta: 4:29:12, time: 1.096, data_time: 0.003, memory: 5812, loss_cls: 5.9016, loss: 5.9016, grad_norm: 6.1952 2020-10-25 05:11:18,411 - mmaction - INFO - Epoch [91][300/1492] lr: 1.000e-04, eta: 4:28:50, time: 1.079, data_time: 0.006, memory: 5812, loss_cls: 5.9077, loss: 5.9077, grad_norm: 6.2899 2020-10-25 05:11:40,343 - mmaction - INFO - Epoch [91][320/1492] lr: 1.000e-04, eta: 4:28:28, time: 1.101, data_time: 0.009, memory: 5812, loss_cls: 5.7510, loss: 5.7510, grad_norm: 6.2171 2020-10-25 05:12:02,383 - mmaction - INFO - Epoch [91][340/1492] lr: 1.000e-04, eta: 4:28:06, time: 1.101, data_time: 0.006, memory: 5812, loss_cls: 5.8928, loss: 5.8928, grad_norm: 6.4173 2020-10-25 05:12:24,635 - mmaction - INFO - Epoch [91][360/1492] lr: 1.000e-04, eta: 4:27:44, time: 1.116, data_time: 0.009, memory: 5812, loss_cls: 5.9774, loss: 5.9774, grad_norm: 6.4209 2020-10-25 05:12:46,637 - mmaction - INFO - Epoch [91][380/1492] lr: 1.000e-04, eta: 4:27:22, time: 1.101, data_time: 0.003, memory: 5812, loss_cls: 5.8665, loss: 5.8665, grad_norm: 6.3441 2020-10-25 05:13:08,323 - mmaction - INFO - Epoch [91][400/1492] lr: 1.000e-04, eta: 4:27:00, time: 1.085, data_time: 0.011, memory: 5812, loss_cls: 5.9029, loss: 5.9029, grad_norm: 6.3886 2020-10-25 05:13:29,923 - mmaction - INFO - Epoch [91][420/1492] lr: 1.000e-04, eta: 4:26:38, time: 1.076, data_time: 0.002, memory: 5812, loss_cls: 5.9064, loss: 5.9064, grad_norm: 6.3134 2020-10-25 05:13:51,189 - mmaction - INFO - Epoch [91][440/1492] lr: 1.000e-04, eta: 4:26:16, time: 1.065, data_time: 0.007, memory: 5812, loss_cls: 5.8790, loss: 5.8790, grad_norm: 6.2698 2020-10-25 05:14:13,047 - mmaction - INFO - Epoch [91][460/1492] lr: 1.000e-04, eta: 4:25:53, time: 1.094, data_time: 0.005, memory: 5812, loss_cls: 5.9435, loss: 5.9435, grad_norm: 6.4199 2020-10-25 05:14:34,564 - mmaction - INFO - Epoch [91][480/1492] lr: 1.000e-04, eta: 4:25:31, time: 1.069, data_time: 0.004, memory: 5812, loss_cls: 5.8305, loss: 5.8305, grad_norm: 6.2245 2020-10-25 05:14:57,018 - mmaction - INFO - Epoch [91][500/1492] lr: 1.000e-04, eta: 4:25:09, time: 1.131, data_time: 0.009, memory: 5812, loss_cls: 5.8145, loss: 5.8145, grad_norm: 6.2929 2020-10-25 05:15:18,668 - mmaction - INFO - Epoch [91][520/1492] lr: 1.000e-04, eta: 4:24:47, time: 1.082, data_time: 0.004, memory: 5812, loss_cls: 5.9036, loss: 5.9036, grad_norm: 6.3115 2020-10-25 05:15:40,392 - mmaction - INFO - Epoch [91][540/1492] lr: 1.000e-04, eta: 4:24:25, time: 1.083, data_time: 0.001, memory: 5812, loss_cls: 5.7903, loss: 5.7903, grad_norm: 6.2261 2020-10-25 05:16:01,664 - mmaction - INFO - Epoch [91][560/1492] lr: 1.000e-04, eta: 4:24:03, time: 1.064, data_time: 0.004, memory: 5812, loss_cls: 5.7882, loss: 5.7882, grad_norm: 6.2954 2020-10-25 05:16:22,528 - mmaction - INFO - Epoch [91][580/1492] lr: 1.000e-04, eta: 4:23:41, time: 1.037, data_time: 0.004, memory: 5812, loss_cls: 5.8966, loss: 5.8966, grad_norm: 6.3815 2020-10-25 05:16:43,682 - mmaction - INFO - Epoch [91][600/1492] lr: 1.000e-04, eta: 4:23:19, time: 1.067, data_time: 0.044, memory: 5812, loss_cls: 5.9593, loss: 5.9593, grad_norm: 6.3443 2020-10-25 05:17:05,842 - mmaction - INFO - Epoch [91][620/1492] lr: 1.000e-04, eta: 4:22:57, time: 1.106, data_time: 0.337, memory: 5812, loss_cls: 5.8853, loss: 5.8853, grad_norm: 6.3761 2020-10-25 05:17:27,430 - mmaction - INFO - Epoch [91][640/1492] lr: 1.000e-04, eta: 4:22:34, time: 1.080, data_time: 0.445, memory: 5812, loss_cls: 5.9209, loss: 5.9209, grad_norm: 6.4581 2020-10-25 05:17:48,624 - mmaction - INFO - Epoch [91][660/1492] lr: 1.000e-04, eta: 4:22:12, time: 1.059, data_time: 0.453, memory: 5812, loss_cls: 5.8465, loss: 5.8465, grad_norm: 6.3912 2020-10-25 05:18:10,001 - mmaction - INFO - Epoch [91][680/1492] lr: 1.000e-04, eta: 4:21:50, time: 1.066, data_time: 0.331, memory: 5812, loss_cls: 5.7789, loss: 5.7789, grad_norm: 6.2711 2020-10-25 05:18:31,593 - mmaction - INFO - Epoch [91][700/1492] lr: 1.000e-04, eta: 4:21:28, time: 1.083, data_time: 0.346, memory: 5812, loss_cls: 5.9057, loss: 5.9057, grad_norm: 6.3959 2020-10-25 05:18:53,509 - mmaction - INFO - Epoch [91][720/1492] lr: 1.000e-04, eta: 4:21:06, time: 1.095, data_time: 0.424, memory: 5812, loss_cls: 5.8928, loss: 5.8928, grad_norm: 6.3220 2020-10-25 05:19:15,746 - mmaction - INFO - Epoch [91][740/1492] lr: 1.000e-04, eta: 4:20:44, time: 1.110, data_time: 0.360, memory: 5812, loss_cls: 5.7727, loss: 5.7727, grad_norm: 6.2364 2020-10-25 05:19:36,996 - mmaction - INFO - Epoch [91][760/1492] lr: 1.000e-04, eta: 4:20:22, time: 1.067, data_time: 0.195, memory: 5812, loss_cls: 5.9618, loss: 5.9618, grad_norm: 6.2963 2020-10-25 05:19:58,144 - mmaction - INFO - Epoch [91][780/1492] lr: 1.000e-04, eta: 4:20:00, time: 1.057, data_time: 0.014, memory: 5812, loss_cls: 5.8451, loss: 5.8451, grad_norm: 6.2830 2020-10-25 05:20:19,388 - mmaction - INFO - Epoch [91][800/1492] lr: 1.000e-04, eta: 4:19:37, time: 1.062, data_time: 0.003, memory: 5812, loss_cls: 5.7636, loss: 5.7636, grad_norm: 6.2466 2020-10-25 05:20:41,490 - mmaction - INFO - Epoch [91][820/1492] lr: 1.000e-04, eta: 4:19:15, time: 1.105, data_time: 0.002, memory: 5812, loss_cls: 5.8424, loss: 5.8424, grad_norm: 6.3205 2020-10-25 05:21:02,985 - mmaction - INFO - Epoch [91][840/1492] lr: 1.000e-04, eta: 4:18:53, time: 1.074, data_time: 0.001, memory: 5812, loss_cls: 5.8547, loss: 5.8547, grad_norm: 6.3477 2020-10-25 05:21:24,455 - mmaction - INFO - Epoch [91][860/1492] lr: 1.000e-04, eta: 4:18:31, time: 1.074, data_time: 0.002, memory: 5812, loss_cls: 5.8474, loss: 5.8474, grad_norm: 6.2324 2020-10-25 05:21:46,090 - mmaction - INFO - Epoch [91][880/1492] lr: 1.000e-04, eta: 4:18:09, time: 1.082, data_time: 0.002, memory: 5812, loss_cls: 5.8788, loss: 5.8788, grad_norm: 6.4095 2020-10-25 05:22:07,643 - mmaction - INFO - Epoch [91][900/1492] lr: 1.000e-04, eta: 4:17:47, time: 1.076, data_time: 0.002, memory: 5812, loss_cls: 5.8503, loss: 5.8503, grad_norm: 6.3806 2020-10-25 05:22:29,183 - mmaction - INFO - Epoch [91][920/1492] lr: 1.000e-04, eta: 4:17:25, time: 1.070, data_time: 0.003, memory: 5812, loss_cls: 5.7850, loss: 5.7850, grad_norm: 6.3889 2020-10-25 05:22:51,180 - mmaction - INFO - Epoch [91][940/1492] lr: 1.000e-04, eta: 4:17:03, time: 1.107, data_time: 0.011, memory: 5812, loss_cls: 5.9497, loss: 5.9497, grad_norm: 6.4107 2020-10-25 05:23:12,347 - mmaction - INFO - Epoch [91][960/1492] lr: 1.000e-04, eta: 4:16:40, time: 1.050, data_time: 0.002, memory: 5812, loss_cls: 5.8782, loss: 5.8782, grad_norm: 6.3453 2020-10-25 05:23:34,218 - mmaction - INFO - Epoch [91][980/1492] lr: 1.000e-04, eta: 4:16:18, time: 1.096, data_time: 0.011, memory: 5812, loss_cls: 5.8926, loss: 5.8926, grad_norm: 6.3486 2020-10-25 05:23:55,684 - mmaction - INFO - Epoch [91][1000/1492] lr: 1.000e-04, eta: 4:15:56, time: 1.072, data_time: 0.010, memory: 5812, loss_cls: 5.8317, loss: 5.8317, grad_norm: 6.3140 2020-10-25 05:24:16,467 - mmaction - INFO - Epoch [91][1020/1492] lr: 1.000e-04, eta: 4:15:34, time: 1.045, data_time: 0.009, memory: 5812, loss_cls: 5.8622, loss: 5.8622, grad_norm: 6.3086 2020-10-25 05:24:38,592 - mmaction - INFO - Epoch [91][1040/1492] lr: 1.000e-04, eta: 4:15:12, time: 1.090, data_time: 0.003, memory: 5812, loss_cls: 5.8450, loss: 5.8450, grad_norm: 6.3381 2020-10-25 05:25:00,307 - mmaction - INFO - Epoch [91][1060/1492] lr: 1.000e-04, eta: 4:14:50, time: 1.103, data_time: 0.019, memory: 5812, loss_cls: 5.8177, loss: 5.8177, grad_norm: 6.2956 2020-10-25 05:25:21,877 - mmaction - INFO - Epoch [91][1080/1492] lr: 1.000e-04, eta: 4:14:28, time: 1.079, data_time: 0.007, memory: 5812, loss_cls: 5.8756, loss: 5.8756, grad_norm: 6.2868 2020-10-25 05:25:42,910 - mmaction - INFO - Epoch [91][1100/1492] lr: 1.000e-04, eta: 4:14:06, time: 1.047, data_time: 0.004, memory: 5812, loss_cls: 5.7626, loss: 5.7626, grad_norm: 6.3492 2020-10-25 05:26:04,461 - mmaction - INFO - Epoch [91][1120/1492] lr: 1.000e-04, eta: 4:13:44, time: 1.082, data_time: 0.006, memory: 5812, loss_cls: 5.8918, loss: 5.8918, grad_norm: 6.3013 2020-10-25 05:26:25,979 - mmaction - INFO - Epoch [91][1140/1492] lr: 1.000e-04, eta: 4:13:21, time: 1.075, data_time: 0.003, memory: 5812, loss_cls: 5.9431, loss: 5.9431, grad_norm: 6.3856 2020-10-25 05:26:47,017 - mmaction - INFO - Epoch [91][1160/1492] lr: 1.000e-04, eta: 4:12:59, time: 1.052, data_time: 0.003, memory: 5812, loss_cls: 5.8541, loss: 5.8541, grad_norm: 6.2953 2020-10-25 05:27:08,522 - mmaction - INFO - Epoch [91][1180/1492] lr: 1.000e-04, eta: 4:12:37, time: 1.076, data_time: 0.004, memory: 5812, loss_cls: 5.8489, loss: 5.8489, grad_norm: 6.2885 2020-10-25 05:27:30,107 - mmaction - INFO - Epoch [91][1200/1492] lr: 1.000e-04, eta: 4:12:15, time: 1.071, data_time: 0.003, memory: 5812, loss_cls: 5.9241, loss: 5.9241, grad_norm: 6.1994 2020-10-25 05:27:51,507 - mmaction - INFO - Epoch [91][1220/1492] lr: 1.000e-04, eta: 4:11:53, time: 1.078, data_time: 0.009, memory: 5812, loss_cls: 5.9399, loss: 5.9399, grad_norm: 6.4103 2020-10-25 05:28:13,261 - mmaction - INFO - Epoch [91][1240/1492] lr: 1.000e-04, eta: 4:11:31, time: 1.087, data_time: 0.002, memory: 5812, loss_cls: 5.8225, loss: 5.8225, grad_norm: 6.2985 2020-10-25 05:28:34,834 - mmaction - INFO - Epoch [91][1260/1492] lr: 1.000e-04, eta: 4:11:09, time: 1.078, data_time: 0.012, memory: 5812, loss_cls: 5.8965, loss: 5.8965, grad_norm: 6.3164 2020-10-25 05:28:56,707 - mmaction - INFO - Epoch [91][1280/1492] lr: 1.000e-04, eta: 4:10:47, time: 1.094, data_time: 0.005, memory: 5812, loss_cls: 5.8666, loss: 5.8666, grad_norm: 6.3743 2020-10-25 05:29:18,530 - mmaction - INFO - Epoch [91][1300/1492] lr: 1.000e-04, eta: 4:10:25, time: 1.087, data_time: 0.001, memory: 5812, loss_cls: 5.8072, loss: 5.8072, grad_norm: 6.3827 2020-10-25 05:29:39,495 - mmaction - INFO - Epoch [91][1320/1492] lr: 1.000e-04, eta: 4:10:02, time: 1.052, data_time: 0.006, memory: 5812, loss_cls: 5.8525, loss: 5.8525, grad_norm: 6.4765 2020-10-25 05:30:01,421 - mmaction - INFO - Epoch [91][1340/1492] lr: 1.000e-04, eta: 4:09:40, time: 1.091, data_time: 0.001, memory: 5812, loss_cls: 5.9073, loss: 5.9073, grad_norm: 6.3129 2020-10-25 05:30:23,155 - mmaction - INFO - Epoch [91][1360/1492] lr: 1.000e-04, eta: 4:09:18, time: 1.089, data_time: 0.007, memory: 5812, loss_cls: 5.9069, loss: 5.9069, grad_norm: 6.4126 2020-10-25 05:30:44,994 - mmaction - INFO - Epoch [91][1380/1492] lr: 1.000e-04, eta: 4:08:56, time: 1.082, data_time: 0.006, memory: 5812, loss_cls: 5.9501, loss: 5.9501, grad_norm: 6.4512 2020-10-25 05:31:06,481 - mmaction - INFO - Epoch [91][1400/1492] lr: 1.000e-04, eta: 4:08:34, time: 1.085, data_time: 0.015, memory: 5812, loss_cls: 5.7573, loss: 5.7573, grad_norm: 6.2786 2020-10-25 05:31:28,194 - mmaction - INFO - Epoch [91][1420/1492] lr: 1.000e-04, eta: 4:08:12, time: 1.087, data_time: 0.004, memory: 5812, loss_cls: 5.8844, loss: 5.8844, grad_norm: 6.2759 2020-10-25 05:31:50,001 - mmaction - INFO - Epoch [91][1440/1492] lr: 1.000e-04, eta: 4:07:50, time: 1.082, data_time: 0.007, memory: 5812, loss_cls: 5.8533, loss: 5.8533, grad_norm: 6.2711 2020-10-25 05:32:11,722 - mmaction - INFO - Epoch [91][1460/1492] lr: 1.000e-04, eta: 4:07:28, time: 1.093, data_time: 0.010, memory: 5812, loss_cls: 5.8990, loss: 5.8990, grad_norm: 6.4554 2020-10-25 05:32:33,847 - mmaction - INFO - Epoch [91][1480/1492] lr: 1.000e-04, eta: 4:07:06, time: 1.106, data_time: 0.003, memory: 5812, loss_cls: 5.7587, loss: 5.7587, grad_norm: 6.3691 2020-10-25 05:33:19,843 - mmaction - INFO - Epoch [92][20/1492] lr: 1.000e-04, eta: 4:06:30, time: 1.658, data_time: 0.813, memory: 5812, loss_cls: 5.8509, loss: 5.8509, grad_norm: 6.3132 2020-10-25 05:33:43,982 - mmaction - INFO - Epoch [92][40/1492] lr: 1.000e-04, eta: 4:06:08, time: 1.207, data_time: 0.006, memory: 5812, loss_cls: 5.8026, loss: 5.8026, grad_norm: 6.2783 2020-10-25 05:34:06,297 - mmaction - INFO - Epoch [92][60/1492] lr: 1.000e-04, eta: 4:05:46, time: 1.110, data_time: 0.005, memory: 5812, loss_cls: 5.9361, loss: 5.9361, grad_norm: 6.4126 2020-10-25 05:34:27,881 - mmaction - INFO - Epoch [92][80/1492] lr: 1.000e-04, eta: 4:05:24, time: 1.084, data_time: 0.007, memory: 5812, loss_cls: 5.9016, loss: 5.9016, grad_norm: 6.3237 2020-10-25 05:34:48,998 - mmaction - INFO - Epoch [92][100/1492] lr: 1.000e-04, eta: 4:05:02, time: 1.057, data_time: 0.006, memory: 5812, loss_cls: 5.9361, loss: 5.9361, grad_norm: 6.4524 2020-10-25 05:35:09,625 - mmaction - INFO - Epoch [92][120/1492] lr: 1.000e-04, eta: 4:04:40, time: 1.028, data_time: 0.003, memory: 5812, loss_cls: 6.0072, loss: 6.0072, grad_norm: 6.4502 2020-10-25 05:35:30,693 - mmaction - INFO - Epoch [92][140/1492] lr: 1.000e-04, eta: 4:04:18, time: 1.054, data_time: 0.004, memory: 5812, loss_cls: 5.8444, loss: 5.8444, grad_norm: 6.2845 2020-10-25 05:35:52,536 - mmaction - INFO - Epoch [92][160/1492] lr: 1.000e-04, eta: 4:03:55, time: 1.090, data_time: 0.006, memory: 5812, loss_cls: 5.8349, loss: 5.8349, grad_norm: 6.3912 2020-10-25 05:36:14,214 - mmaction - INFO - Epoch [92][180/1492] lr: 1.000e-04, eta: 4:03:33, time: 1.078, data_time: 0.006, memory: 5812, loss_cls: 5.8354, loss: 5.8354, grad_norm: 6.2587 2020-10-25 05:36:35,390 - mmaction - INFO - Epoch [92][200/1492] lr: 1.000e-04, eta: 4:03:11, time: 1.063, data_time: 0.012, memory: 5812, loss_cls: 5.8483, loss: 5.8483, grad_norm: 6.3331 2020-10-25 05:36:56,094 - mmaction - INFO - Epoch [92][220/1492] lr: 1.000e-04, eta: 4:02:49, time: 1.042, data_time: 0.012, memory: 5812, loss_cls: 5.9443, loss: 5.9443, grad_norm: 6.3068 2020-10-25 05:37:17,786 - mmaction - INFO - Epoch [92][240/1492] lr: 1.000e-04, eta: 4:02:27, time: 1.076, data_time: 0.003, memory: 5812, loss_cls: 5.8029, loss: 5.8029, grad_norm: 6.3250 2020-10-25 05:37:38,523 - mmaction - INFO - Epoch [92][260/1492] lr: 1.000e-04, eta: 4:02:05, time: 1.044, data_time: 0.011, memory: 5812, loss_cls: 5.8090, loss: 5.8090, grad_norm: 6.2626 2020-10-25 05:38:00,101 - mmaction - INFO - Epoch [92][280/1492] lr: 1.000e-04, eta: 4:01:43, time: 1.080, data_time: 0.005, memory: 5812, loss_cls: 5.8409, loss: 5.8409, grad_norm: 6.2738 2020-10-25 05:38:21,228 - mmaction - INFO - Epoch [92][300/1492] lr: 1.000e-04, eta: 4:01:21, time: 1.056, data_time: 0.004, memory: 5812, loss_cls: 5.8724, loss: 5.8724, grad_norm: 6.2962 2020-10-25 05:38:41,888 - mmaction - INFO - Epoch [92][320/1492] lr: 1.000e-04, eta: 4:00:58, time: 1.030, data_time: 0.002, memory: 5812, loss_cls: 5.9056, loss: 5.9056, grad_norm: 6.2646 2020-10-25 05:39:03,042 - mmaction - INFO - Epoch [92][340/1492] lr: 1.000e-04, eta: 4:00:36, time: 1.060, data_time: 0.007, memory: 5812, loss_cls: 5.7328, loss: 5.7328, grad_norm: 6.2266 2020-10-25 05:39:24,104 - mmaction - INFO - Epoch [92][360/1492] lr: 1.000e-04, eta: 4:00:14, time: 1.050, data_time: 0.003, memory: 5812, loss_cls: 5.8683, loss: 5.8683, grad_norm: 6.2946 2020-10-25 05:39:45,065 - mmaction - INFO - Epoch [92][380/1492] lr: 1.000e-04, eta: 3:59:52, time: 1.051, data_time: 0.005, memory: 5812, loss_cls: 5.8955, loss: 5.8955, grad_norm: 6.4470 2020-10-25 05:40:06,731 - mmaction - INFO - Epoch [92][400/1492] lr: 1.000e-04, eta: 3:59:30, time: 1.084, data_time: 0.004, memory: 5812, loss_cls: 5.8862, loss: 5.8862, grad_norm: 6.3349 2020-10-25 05:40:27,806 - mmaction - INFO - Epoch [92][420/1492] lr: 1.000e-04, eta: 3:59:08, time: 1.054, data_time: 0.009, memory: 5812, loss_cls: 5.9203, loss: 5.9203, grad_norm: 6.3065 2020-10-25 05:40:48,786 - mmaction - INFO - Epoch [92][440/1492] lr: 1.000e-04, eta: 3:58:45, time: 1.043, data_time: 0.001, memory: 5812, loss_cls: 5.8818, loss: 5.8818, grad_norm: 6.1958 2020-10-25 05:41:09,988 - mmaction - INFO - Epoch [92][460/1492] lr: 1.000e-04, eta: 3:58:23, time: 1.058, data_time: 0.009, memory: 5812, loss_cls: 5.8601, loss: 5.8601, grad_norm: 6.3321 2020-10-25 05:41:31,061 - mmaction - INFO - Epoch [92][480/1492] lr: 1.000e-04, eta: 3:58:01, time: 1.057, data_time: 0.011, memory: 5812, loss_cls: 5.8697, loss: 5.8697, grad_norm: 6.3769 2020-10-25 05:41:52,081 - mmaction - INFO - Epoch [92][500/1492] lr: 1.000e-04, eta: 3:57:39, time: 1.049, data_time: 0.011, memory: 5812, loss_cls: 5.8555, loss: 5.8555, grad_norm: 6.3429 2020-10-25 05:42:13,076 - mmaction - INFO - Epoch [92][520/1492] lr: 1.000e-04, eta: 3:57:17, time: 1.051, data_time: 0.009, memory: 5812, loss_cls: 5.8776, loss: 5.8776, grad_norm: 6.3859 2020-10-25 05:42:33,559 - mmaction - INFO - Epoch [92][540/1492] lr: 1.000e-04, eta: 3:56:55, time: 1.029, data_time: 0.010, memory: 5812, loss_cls: 5.8756, loss: 5.8756, grad_norm: 6.3316 2020-10-25 05:42:55,117 - mmaction - INFO - Epoch [92][560/1492] lr: 1.000e-04, eta: 3:56:32, time: 1.076, data_time: 0.001, memory: 5812, loss_cls: 5.9503, loss: 5.9503, grad_norm: 6.4270 2020-10-25 05:43:17,278 - mmaction - INFO - Epoch [92][580/1492] lr: 1.000e-04, eta: 3:56:10, time: 1.106, data_time: 0.010, memory: 5812, loss_cls: 5.8780, loss: 5.8780, grad_norm: 6.3936 2020-10-25 05:43:38,827 - mmaction - INFO - Epoch [92][600/1492] lr: 1.000e-04, eta: 3:55:48, time: 1.076, data_time: 0.006, memory: 5812, loss_cls: 5.8579, loss: 5.8579, grad_norm: 6.4487 2020-10-25 05:44:00,439 - mmaction - INFO - Epoch [92][620/1492] lr: 1.000e-04, eta: 3:55:26, time: 1.079, data_time: 0.008, memory: 5812, loss_cls: 5.8334, loss: 5.8334, grad_norm: 6.3417 2020-10-25 05:44:21,742 - mmaction - INFO - Epoch [92][640/1492] lr: 1.000e-04, eta: 3:55:04, time: 1.067, data_time: 0.016, memory: 5812, loss_cls: 5.8483, loss: 5.8483, grad_norm: 6.3074 2020-10-25 05:44:43,575 - mmaction - INFO - Epoch [92][660/1492] lr: 1.000e-04, eta: 3:54:42, time: 1.093, data_time: 0.006, memory: 5812, loss_cls: 5.9602, loss: 5.9602, grad_norm: 6.4290 2020-10-25 05:45:05,194 - mmaction - INFO - Epoch [92][680/1492] lr: 1.000e-04, eta: 3:54:20, time: 1.085, data_time: 0.008, memory: 5812, loss_cls: 5.8513, loss: 5.8513, grad_norm: 6.3593 2020-10-25 05:45:26,591 - mmaction - INFO - Epoch [92][700/1492] lr: 1.000e-04, eta: 3:53:58, time: 1.063, data_time: 0.003, memory: 5812, loss_cls: 5.7984, loss: 5.7984, grad_norm: 6.3187 2020-10-25 05:45:48,815 - mmaction - INFO - Epoch [92][720/1492] lr: 1.000e-04, eta: 3:53:36, time: 1.117, data_time: 0.012, memory: 5812, loss_cls: 5.9523, loss: 5.9523, grad_norm: 6.4166 2020-10-25 05:46:10,241 - mmaction - INFO - Epoch [92][740/1492] lr: 1.000e-04, eta: 3:53:14, time: 1.065, data_time: 0.008, memory: 5812, loss_cls: 5.9115, loss: 5.9115, grad_norm: 6.3802 2020-10-25 05:46:31,905 - mmaction - INFO - Epoch [92][760/1492] lr: 1.000e-04, eta: 3:52:52, time: 1.092, data_time: 0.010, memory: 5812, loss_cls: 5.8498, loss: 5.8498, grad_norm: 6.3562 2020-10-25 05:46:53,431 - mmaction - INFO - Epoch [92][780/1492] lr: 1.000e-04, eta: 3:52:29, time: 1.073, data_time: 0.003, memory: 5812, loss_cls: 5.8539, loss: 5.8539, grad_norm: 6.2762 2020-10-25 05:47:15,146 - mmaction - INFO - Epoch [92][800/1492] lr: 1.000e-04, eta: 3:52:07, time: 1.086, data_time: 0.006, memory: 5812, loss_cls: 5.7563, loss: 5.7563, grad_norm: 6.2759 2020-10-25 05:47:36,655 - mmaction - INFO - Epoch [92][820/1492] lr: 1.000e-04, eta: 3:51:45, time: 1.079, data_time: 0.014, memory: 5812, loss_cls: 5.7888, loss: 5.7888, grad_norm: 6.2159 2020-10-25 05:47:58,422 - mmaction - INFO - Epoch [92][840/1492] lr: 1.000e-04, eta: 3:51:23, time: 1.088, data_time: 0.002, memory: 5812, loss_cls: 5.8338, loss: 5.8338, grad_norm: 6.4025 2020-10-25 05:48:20,032 - mmaction - INFO - Epoch [92][860/1492] lr: 1.000e-04, eta: 3:51:01, time: 1.080, data_time: 0.004, memory: 5812, loss_cls: 5.8357, loss: 5.8357, grad_norm: 6.3703 2020-10-25 05:48:41,182 - mmaction - INFO - Epoch [92][880/1492] lr: 1.000e-04, eta: 3:50:39, time: 1.056, data_time: 0.005, memory: 5812, loss_cls: 5.8329, loss: 5.8329, grad_norm: 6.3314 2020-10-25 05:49:02,937 - mmaction - INFO - Epoch [92][900/1492] lr: 1.000e-04, eta: 3:50:17, time: 1.086, data_time: 0.007, memory: 5812, loss_cls: 5.9268, loss: 5.9268, grad_norm: 6.3215 2020-10-25 05:49:24,549 - mmaction - INFO - Epoch [92][920/1492] lr: 1.000e-04, eta: 3:49:55, time: 1.083, data_time: 0.006, memory: 5812, loss_cls: 6.0055, loss: 6.0055, grad_norm: 6.4150 2020-10-25 05:49:46,384 - mmaction - INFO - Epoch [92][940/1492] lr: 1.000e-04, eta: 3:49:33, time: 1.092, data_time: 0.004, memory: 5812, loss_cls: 5.7813, loss: 5.7813, grad_norm: 6.2216 2020-10-25 05:50:08,124 - mmaction - INFO - Epoch [92][960/1492] lr: 1.000e-04, eta: 3:49:11, time: 1.087, data_time: 0.003, memory: 5812, loss_cls: 5.8589, loss: 5.8589, grad_norm: 6.3688 2020-10-25 05:50:29,246 - mmaction - INFO - Epoch [92][980/1492] lr: 1.000e-04, eta: 3:48:48, time: 1.057, data_time: 0.005, memory: 5812, loss_cls: 5.8455, loss: 5.8455, grad_norm: 6.2403 2020-10-25 05:50:50,090 - mmaction - INFO - Epoch [92][1000/1492] lr: 1.000e-04, eta: 3:48:26, time: 1.041, data_time: 0.006, memory: 5812, loss_cls: 5.8591, loss: 5.8591, grad_norm: 6.2548 2020-10-25 05:51:11,172 - mmaction - INFO - Epoch [92][1020/1492] lr: 1.000e-04, eta: 3:48:04, time: 1.051, data_time: 0.008, memory: 5812, loss_cls: 5.9667, loss: 5.9667, grad_norm: 6.3544 2020-10-25 05:51:33,039 - mmaction - INFO - Epoch [92][1040/1492] lr: 1.000e-04, eta: 3:47:42, time: 1.097, data_time: 0.011, memory: 5812, loss_cls: 6.0027, loss: 6.0027, grad_norm: 6.4358 2020-10-25 05:51:53,644 - mmaction - INFO - Epoch [92][1060/1492] lr: 1.000e-04, eta: 3:47:20, time: 1.025, data_time: 0.004, memory: 5812, loss_cls: 5.8930, loss: 5.8930, grad_norm: 6.2803 2020-10-25 05:52:14,140 - mmaction - INFO - Epoch [92][1080/1492] lr: 1.000e-04, eta: 3:46:58, time: 1.027, data_time: 0.010, memory: 5812, loss_cls: 5.9120, loss: 5.9120, grad_norm: 6.3187 2020-10-25 05:52:35,264 - mmaction - INFO - Epoch [92][1100/1492] lr: 1.000e-04, eta: 3:46:35, time: 1.060, data_time: 0.008, memory: 5812, loss_cls: 5.8292, loss: 5.8292, grad_norm: 6.3052 2020-10-25 05:52:56,307 - mmaction - INFO - Epoch [92][1120/1492] lr: 1.000e-04, eta: 3:46:13, time: 1.053, data_time: 0.005, memory: 5812, loss_cls: 5.8517, loss: 5.8517, grad_norm: 6.3531 2020-10-25 05:53:17,539 - mmaction - INFO - Epoch [92][1140/1492] lr: 1.000e-04, eta: 3:45:51, time: 1.061, data_time: 0.004, memory: 5812, loss_cls: 5.8415, loss: 5.8415, grad_norm: 6.3947 2020-10-25 05:53:38,796 - mmaction - INFO - Epoch [92][1160/1492] lr: 1.000e-04, eta: 3:45:29, time: 1.054, data_time: 0.004, memory: 5812, loss_cls: 5.8746, loss: 5.8746, grad_norm: 6.3228 2020-10-25 05:54:00,131 - mmaction - INFO - Epoch [92][1180/1492] lr: 1.000e-04, eta: 3:45:07, time: 1.078, data_time: 0.016, memory: 5812, loss_cls: 5.8386, loss: 5.8386, grad_norm: 6.4089 2020-10-25 05:54:21,394 - mmaction - INFO - Epoch [92][1200/1492] lr: 1.000e-04, eta: 3:44:45, time: 1.053, data_time: 0.001, memory: 5812, loss_cls: 5.8342, loss: 5.8342, grad_norm: 6.2533 2020-10-25 05:54:41,756 - mmaction - INFO - Epoch [92][1220/1492] lr: 1.000e-04, eta: 3:44:23, time: 1.023, data_time: 0.011, memory: 5812, loss_cls: 5.9365, loss: 5.9365, grad_norm: 6.4546 2020-10-25 05:55:03,643 - mmaction - INFO - Epoch [92][1240/1492] lr: 1.000e-04, eta: 3:44:01, time: 1.095, data_time: 0.010, memory: 5812, loss_cls: 5.9425, loss: 5.9425, grad_norm: 6.4645 2020-10-25 05:55:25,191 - mmaction - INFO - Epoch [92][1260/1492] lr: 1.000e-04, eta: 3:43:38, time: 1.079, data_time: 0.008, memory: 5812, loss_cls: 5.8187, loss: 5.8187, grad_norm: 6.2046 2020-10-25 05:55:46,327 - mmaction - INFO - Epoch [92][1280/1492] lr: 1.000e-04, eta: 3:43:16, time: 1.051, data_time: 0.006, memory: 5812, loss_cls: 5.9059, loss: 5.9059, grad_norm: 6.2901 2020-10-25 05:56:07,837 - mmaction - INFO - Epoch [92][1300/1492] lr: 1.000e-04, eta: 3:42:54, time: 1.077, data_time: 0.012, memory: 5812, loss_cls: 5.8204, loss: 5.8204, grad_norm: 6.2428 2020-10-25 05:56:28,629 - mmaction - INFO - Epoch [92][1320/1492] lr: 1.000e-04, eta: 3:42:32, time: 1.045, data_time: 0.010, memory: 5812, loss_cls: 5.9426, loss: 5.9426, grad_norm: 6.5783 2020-10-25 05:56:49,818 - mmaction - INFO - Epoch [92][1340/1492] lr: 1.000e-04, eta: 3:42:10, time: 1.050, data_time: 0.005, memory: 5812, loss_cls: 5.9515, loss: 5.9515, grad_norm: 6.3209 2020-10-25 05:57:11,140 - mmaction - INFO - Epoch [92][1360/1492] lr: 1.000e-04, eta: 3:41:48, time: 1.075, data_time: 0.013, memory: 5812, loss_cls: 5.8965, loss: 5.8965, grad_norm: 6.3125 2020-10-25 05:57:31,840 - mmaction - INFO - Epoch [92][1380/1492] lr: 1.000e-04, eta: 3:41:26, time: 1.030, data_time: 0.004, memory: 5812, loss_cls: 5.8808, loss: 5.8808, grad_norm: 6.3816 2020-10-25 05:57:52,844 - mmaction - INFO - Epoch [92][1400/1492] lr: 1.000e-04, eta: 3:41:03, time: 1.055, data_time: 0.009, memory: 5812, loss_cls: 5.8483, loss: 5.8483, grad_norm: 6.2986 2020-10-25 05:58:14,080 - mmaction - INFO - Epoch [92][1420/1492] lr: 1.000e-04, eta: 3:40:41, time: 1.057, data_time: 0.005, memory: 5812, loss_cls: 5.7388, loss: 5.7388, grad_norm: 6.2329 2020-10-25 05:58:35,725 - mmaction - INFO - Epoch [92][1440/1492] lr: 1.000e-04, eta: 3:40:19, time: 1.078, data_time: 0.010, memory: 5812, loss_cls: 5.9735, loss: 5.9735, grad_norm: 6.5204 2020-10-25 05:58:56,357 - mmaction - INFO - Epoch [92][1460/1492] lr: 1.000e-04, eta: 3:39:57, time: 1.038, data_time: 0.014, memory: 5812, loss_cls: 5.8672, loss: 5.8672, grad_norm: 6.3597 2020-10-25 05:59:16,971 - mmaction - INFO - Epoch [92][1480/1492] lr: 1.000e-04, eta: 3:39:35, time: 1.036, data_time: 0.008, memory: 5812, loss_cls: 5.9267, loss: 5.9267, grad_norm: 6.4243 2020-10-25 06:00:04,682 - mmaction - INFO - Epoch [93][20/1492] lr: 1.000e-04, eta: 3:39:00, time: 1.784, data_time: 0.747, memory: 5812, loss_cls: 5.9211, loss: 5.9211, grad_norm: 6.3332 2020-10-25 06:00:26,480 - mmaction - INFO - Epoch [93][40/1492] lr: 1.000e-04, eta: 3:38:38, time: 1.094, data_time: 0.006, memory: 5812, loss_cls: 5.8462, loss: 5.8462, grad_norm: 6.2955 2020-10-25 06:00:48,342 - mmaction - INFO - Epoch [93][60/1492] lr: 1.000e-04, eta: 3:38:15, time: 1.085, data_time: 0.005, memory: 5812, loss_cls: 5.8628, loss: 5.8628, grad_norm: 6.2580 2020-10-25 06:01:17,482 - mmaction - INFO - Epoch [93][80/1492] lr: 1.000e-04, eta: 3:37:54, time: 1.461, data_time: 0.280, memory: 5812, loss_cls: 5.6720, loss: 5.6720, grad_norm: 6.2604 2020-10-25 06:01:39,381 - mmaction - INFO - Epoch [93][100/1492] lr: 1.000e-04, eta: 3:37:32, time: 1.099, data_time: 0.156, memory: 5812, loss_cls: 5.8790, loss: 5.8790, grad_norm: 6.4613 2020-10-25 06:02:00,708 - mmaction - INFO - Epoch [93][120/1492] lr: 1.000e-04, eta: 3:37:10, time: 1.066, data_time: 0.001, memory: 5812, loss_cls: 5.7881, loss: 5.7881, grad_norm: 6.1690 2020-10-25 06:02:22,161 - mmaction - INFO - Epoch [93][140/1492] lr: 1.000e-04, eta: 3:36:48, time: 1.071, data_time: 0.001, memory: 5812, loss_cls: 5.8632, loss: 5.8632, grad_norm: 6.2997 2020-10-25 06:02:43,443 - mmaction - INFO - Epoch [93][160/1492] lr: 1.000e-04, eta: 3:36:26, time: 1.055, data_time: 0.004, memory: 5812, loss_cls: 5.8986, loss: 5.8986, grad_norm: 6.3612 2020-10-25 06:03:05,025 - mmaction - INFO - Epoch [93][180/1492] lr: 1.000e-04, eta: 3:36:04, time: 1.081, data_time: 0.016, memory: 5812, loss_cls: 5.9221, loss: 5.9221, grad_norm: 6.4345 2020-10-25 06:03:26,296 - mmaction - INFO - Epoch [93][200/1492] lr: 1.000e-04, eta: 3:35:41, time: 1.072, data_time: 0.011, memory: 5812, loss_cls: 5.8656, loss: 5.8656, grad_norm: 6.3418 2020-10-25 06:03:47,502 - mmaction - INFO - Epoch [93][220/1492] lr: 1.000e-04, eta: 3:35:19, time: 1.057, data_time: 0.005, memory: 5812, loss_cls: 5.9764, loss: 5.9764, grad_norm: 6.4464 2020-10-25 06:04:09,272 - mmaction - INFO - Epoch [93][240/1492] lr: 1.000e-04, eta: 3:34:57, time: 1.086, data_time: 0.006, memory: 5812, loss_cls: 5.9777, loss: 5.9777, grad_norm: 6.3619 2020-10-25 06:04:31,012 - mmaction - INFO - Epoch [93][260/1492] lr: 1.000e-04, eta: 3:34:35, time: 1.093, data_time: 0.007, memory: 5812, loss_cls: 5.9126, loss: 5.9126, grad_norm: 6.4766 2020-10-25 06:04:52,349 - mmaction - INFO - Epoch [93][280/1492] lr: 1.000e-04, eta: 3:34:13, time: 1.060, data_time: 0.002, memory: 5812, loss_cls: 5.8634, loss: 5.8634, grad_norm: 6.4644 2020-10-25 06:05:14,439 - mmaction - INFO - Epoch [93][300/1492] lr: 1.000e-04, eta: 3:33:51, time: 1.109, data_time: 0.009, memory: 5812, loss_cls: 5.8770, loss: 5.8770, grad_norm: 6.3681 2020-10-25 06:05:35,308 - mmaction - INFO - Epoch [93][320/1492] lr: 1.000e-04, eta: 3:33:29, time: 1.036, data_time: 0.007, memory: 5812, loss_cls: 6.0535, loss: 6.0535, grad_norm: 6.4417 2020-10-25 06:05:56,417 - mmaction - INFO - Epoch [93][340/1492] lr: 1.000e-04, eta: 3:33:07, time: 1.063, data_time: 0.013, memory: 5812, loss_cls: 5.8678, loss: 5.8678, grad_norm: 6.3717 2020-10-25 06:06:17,939 - mmaction - INFO - Epoch [93][360/1492] lr: 1.000e-04, eta: 3:32:45, time: 1.072, data_time: 0.003, memory: 5812, loss_cls: 5.9555, loss: 5.9555, grad_norm: 6.2775 2020-10-25 06:06:39,350 - mmaction - INFO - Epoch [93][380/1492] lr: 1.000e-04, eta: 3:32:22, time: 1.070, data_time: 0.008, memory: 5812, loss_cls: 5.8134, loss: 5.8134, grad_norm: 6.2185 2020-10-25 06:07:01,137 - mmaction - INFO - Epoch [93][400/1492] lr: 1.000e-04, eta: 3:32:00, time: 1.094, data_time: 0.010, memory: 5812, loss_cls: 5.7874, loss: 5.7874, grad_norm: 6.2059 2020-10-25 06:07:22,577 - mmaction - INFO - Epoch [93][420/1492] lr: 1.000e-04, eta: 3:31:38, time: 1.070, data_time: 0.004, memory: 5812, loss_cls: 5.7855, loss: 5.7855, grad_norm: 6.3209 2020-10-25 06:07:44,459 - mmaction - INFO - Epoch [93][440/1492] lr: 1.000e-04, eta: 3:31:16, time: 1.095, data_time: 0.007, memory: 5812, loss_cls: 5.9947, loss: 5.9947, grad_norm: 6.2654 2020-10-25 06:08:05,819 - mmaction - INFO - Epoch [93][460/1492] lr: 1.000e-04, eta: 3:30:54, time: 1.070, data_time: 0.003, memory: 5812, loss_cls: 5.8745, loss: 5.8745, grad_norm: 6.3071 2020-10-25 06:08:27,573 - mmaction - INFO - Epoch [93][480/1492] lr: 1.000e-04, eta: 3:30:32, time: 1.088, data_time: 0.003, memory: 5812, loss_cls: 5.7813, loss: 5.7813, grad_norm: 6.2826 2020-10-25 06:08:48,790 - mmaction - INFO - Epoch [93][500/1492] lr: 1.000e-04, eta: 3:30:10, time: 1.050, data_time: 0.002, memory: 5812, loss_cls: 5.8840, loss: 5.8840, grad_norm: 6.3404 2020-10-25 06:09:10,666 - mmaction - INFO - Epoch [93][520/1492] lr: 1.000e-04, eta: 3:29:48, time: 1.096, data_time: 0.014, memory: 5812, loss_cls: 5.8594, loss: 5.8594, grad_norm: 6.3192 2020-10-25 06:09:32,123 - mmaction - INFO - Epoch [93][540/1492] lr: 1.000e-04, eta: 3:29:26, time: 1.080, data_time: 0.014, memory: 5812, loss_cls: 5.8006, loss: 5.8006, grad_norm: 6.2213 2020-10-25 06:09:53,309 - mmaction - INFO - Epoch [93][560/1492] lr: 1.000e-04, eta: 3:29:04, time: 1.054, data_time: 0.004, memory: 5812, loss_cls: 5.7879, loss: 5.7879, grad_norm: 6.3301 2020-10-25 06:10:15,139 - mmaction - INFO - Epoch [93][580/1492] lr: 1.000e-04, eta: 3:28:42, time: 1.092, data_time: 0.010, memory: 5812, loss_cls: 5.8069, loss: 5.8069, grad_norm: 6.3784 2020-10-25 06:10:36,810 - mmaction - INFO - Epoch [93][600/1492] lr: 1.000e-04, eta: 3:28:19, time: 1.090, data_time: 0.007, memory: 5812, loss_cls: 5.8138, loss: 5.8138, grad_norm: 6.2955 2020-10-25 06:10:58,073 - mmaction - INFO - Epoch [93][620/1492] lr: 1.000e-04, eta: 3:27:57, time: 1.063, data_time: 0.002, memory: 5812, loss_cls: 5.8495, loss: 5.8495, grad_norm: 6.3044 2020-10-25 06:11:19,268 - mmaction - INFO - Epoch [93][640/1492] lr: 1.000e-04, eta: 3:27:35, time: 1.060, data_time: 0.003, memory: 5812, loss_cls: 5.9296, loss: 5.9296, grad_norm: 6.4805 2020-10-25 06:11:40,698 - mmaction - INFO - Epoch [93][660/1492] lr: 1.000e-04, eta: 3:27:13, time: 1.069, data_time: 0.001, memory: 5812, loss_cls: 5.7890, loss: 5.7890, grad_norm: 6.2677 2020-10-25 06:12:01,925 - mmaction - INFO - Epoch [93][680/1492] lr: 1.000e-04, eta: 3:26:51, time: 1.052, data_time: 0.004, memory: 5812, loss_cls: 5.8442, loss: 5.8442, grad_norm: 6.4166 2020-10-25 06:12:23,024 - mmaction - INFO - Epoch [93][700/1492] lr: 1.000e-04, eta: 3:26:29, time: 1.067, data_time: 0.019, memory: 5812, loss_cls: 5.8429, loss: 5.8429, grad_norm: 6.3302 2020-10-25 06:12:43,846 - mmaction - INFO - Epoch [93][720/1492] lr: 1.000e-04, eta: 3:26:07, time: 1.036, data_time: 0.002, memory: 5812, loss_cls: 5.9811, loss: 5.9811, grad_norm: 6.5148 2020-10-25 06:13:04,970 - mmaction - INFO - Epoch [93][740/1492] lr: 1.000e-04, eta: 3:25:45, time: 1.062, data_time: 0.010, memory: 5812, loss_cls: 5.8940, loss: 5.8940, grad_norm: 6.4274 2020-10-25 06:13:26,467 - mmaction - INFO - Epoch [93][760/1492] lr: 1.000e-04, eta: 3:25:22, time: 1.074, data_time: 0.002, memory: 5812, loss_cls: 5.8408, loss: 5.8408, grad_norm: 6.3504 2020-10-25 06:13:48,381 - mmaction - INFO - Epoch [93][780/1492] lr: 1.000e-04, eta: 3:25:00, time: 1.097, data_time: 0.006, memory: 5812, loss_cls: 5.9101, loss: 5.9101, grad_norm: 6.3043 2020-10-25 06:14:09,290 - mmaction - INFO - Epoch [93][800/1492] lr: 1.000e-04, eta: 3:24:38, time: 1.045, data_time: 0.003, memory: 5812, loss_cls: 5.8192, loss: 5.8192, grad_norm: 6.4257 2020-10-25 06:14:30,577 - mmaction - INFO - Epoch [93][820/1492] lr: 1.000e-04, eta: 3:24:16, time: 1.064, data_time: 0.003, memory: 5812, loss_cls: 5.8016, loss: 5.8016, grad_norm: 6.2732 2020-10-25 06:14:52,461 - mmaction - INFO - Epoch [93][840/1492] lr: 1.000e-04, eta: 3:23:54, time: 1.094, data_time: 0.002, memory: 5812, loss_cls: 5.8480, loss: 5.8480, grad_norm: 6.5288 2020-10-25 06:15:13,807 - mmaction - INFO - Epoch [93][860/1492] lr: 1.000e-04, eta: 3:23:32, time: 1.067, data_time: 0.008, memory: 5812, loss_cls: 5.8305, loss: 5.8305, grad_norm: 6.3743 2020-10-25 06:15:35,175 - mmaction - INFO - Epoch [93][880/1492] lr: 1.000e-04, eta: 3:23:10, time: 1.070, data_time: 0.006, memory: 5812, loss_cls: 5.8498, loss: 5.8498, grad_norm: 6.3446 2020-10-25 06:15:56,439 - mmaction - INFO - Epoch [93][900/1492] lr: 1.000e-04, eta: 3:22:48, time: 1.058, data_time: 0.001, memory: 5812, loss_cls: 5.9029, loss: 5.9029, grad_norm: 6.3789 2020-10-25 06:16:17,616 - mmaction - INFO - Epoch [93][920/1492] lr: 1.000e-04, eta: 3:22:26, time: 1.063, data_time: 0.008, memory: 5812, loss_cls: 5.8774, loss: 5.8774, grad_norm: 6.4152 2020-10-25 06:16:39,401 - mmaction - INFO - Epoch [93][940/1492] lr: 1.000e-04, eta: 3:22:04, time: 1.090, data_time: 0.007, memory: 5812, loss_cls: 5.9467, loss: 5.9467, grad_norm: 6.3713 2020-10-25 06:17:00,533 - mmaction - INFO - Epoch [93][960/1492] lr: 1.000e-04, eta: 3:21:41, time: 1.054, data_time: 0.003, memory: 5812, loss_cls: 5.8678, loss: 5.8678, grad_norm: 6.4018 2020-10-25 06:17:22,229 - mmaction - INFO - Epoch [93][980/1492] lr: 1.000e-04, eta: 3:21:19, time: 1.083, data_time: 0.005, memory: 5812, loss_cls: 5.8499, loss: 5.8499, grad_norm: 6.2692 2020-10-25 06:17:44,145 - mmaction - INFO - Epoch [93][1000/1492] lr: 1.000e-04, eta: 3:20:57, time: 1.097, data_time: 0.009, memory: 5812, loss_cls: 5.8001, loss: 5.8001, grad_norm: 6.1835 2020-10-25 06:18:05,065 - mmaction - INFO - Epoch [93][1020/1492] lr: 1.000e-04, eta: 3:20:35, time: 1.045, data_time: 0.006, memory: 5812, loss_cls: 5.8097, loss: 5.8097, grad_norm: 6.3431 2020-10-25 06:18:26,562 - mmaction - INFO - Epoch [93][1040/1492] lr: 1.000e-04, eta: 3:20:13, time: 1.080, data_time: 0.008, memory: 5812, loss_cls: 5.9406, loss: 5.9406, grad_norm: 6.4713 2020-10-25 06:18:48,424 - mmaction - INFO - Epoch [93][1060/1492] lr: 1.000e-04, eta: 3:19:51, time: 1.093, data_time: 0.001, memory: 5812, loss_cls: 5.7568, loss: 5.7568, grad_norm: 6.2904 2020-10-25 06:19:09,701 - mmaction - INFO - Epoch [93][1080/1492] lr: 1.000e-04, eta: 3:19:29, time: 1.058, data_time: 0.001, memory: 5812, loss_cls: 5.8824, loss: 5.8824, grad_norm: 6.2441 2020-10-25 06:19:31,073 - mmaction - INFO - Epoch [93][1100/1492] lr: 1.000e-04, eta: 3:19:07, time: 1.066, data_time: 0.007, memory: 5812, loss_cls: 5.8466, loss: 5.8466, grad_norm: 6.3140 2020-10-25 06:19:52,171 - mmaction - INFO - Epoch [93][1120/1492] lr: 1.000e-04, eta: 3:18:45, time: 1.063, data_time: 0.010, memory: 5812, loss_cls: 5.8027, loss: 5.8027, grad_norm: 6.2758 2020-10-25 06:20:13,980 - mmaction - INFO - Epoch [93][1140/1492] lr: 1.000e-04, eta: 3:18:23, time: 1.080, data_time: 0.004, memory: 5812, loss_cls: 5.8369, loss: 5.8369, grad_norm: 6.3267 2020-10-25 06:20:34,872 - mmaction - INFO - Epoch [93][1160/1492] lr: 1.000e-04, eta: 3:18:00, time: 1.050, data_time: 0.011, memory: 5812, loss_cls: 5.9474, loss: 5.9474, grad_norm: 6.3737 2020-10-25 06:20:56,697 - mmaction - INFO - Epoch [93][1180/1492] lr: 1.000e-04, eta: 3:17:38, time: 1.091, data_time: 0.007, memory: 5812, loss_cls: 5.9225, loss: 5.9225, grad_norm: 6.4048 2020-10-25 06:21:18,368 - mmaction - INFO - Epoch [93][1200/1492] lr: 1.000e-04, eta: 3:17:16, time: 1.087, data_time: 0.007, memory: 5812, loss_cls: 5.8900, loss: 5.8900, grad_norm: 6.3011 2020-10-25 06:21:39,660 - mmaction - INFO - Epoch [93][1220/1492] lr: 1.000e-04, eta: 3:16:54, time: 1.065, data_time: 0.003, memory: 5812, loss_cls: 5.9795, loss: 5.9795, grad_norm: 6.4439 2020-10-25 06:22:00,880 - mmaction - INFO - Epoch [93][1240/1492] lr: 1.000e-04, eta: 3:16:32, time: 1.061, data_time: 0.004, memory: 5812, loss_cls: 5.8013, loss: 5.8013, grad_norm: 6.3736 2020-10-25 06:22:22,728 - mmaction - INFO - Epoch [93][1260/1492] lr: 1.000e-04, eta: 3:16:10, time: 1.094, data_time: 0.004, memory: 5812, loss_cls: 5.8418, loss: 5.8418, grad_norm: 6.2601 2020-10-25 06:22:44,098 - mmaction - INFO - Epoch [93][1280/1492] lr: 1.000e-04, eta: 3:15:48, time: 1.067, data_time: 0.002, memory: 5812, loss_cls: 5.9239, loss: 5.9239, grad_norm: 6.4487 2020-10-25 06:23:05,836 - mmaction - INFO - Epoch [93][1300/1492] lr: 1.000e-04, eta: 3:15:26, time: 1.087, data_time: 0.004, memory: 5812, loss_cls: 5.9200, loss: 5.9200, grad_norm: 6.4159 2020-10-25 06:23:26,881 - mmaction - INFO - Epoch [93][1320/1492] lr: 1.000e-04, eta: 3:15:04, time: 1.052, data_time: 0.001, memory: 5812, loss_cls: 5.7982, loss: 5.7982, grad_norm: 6.3265 2020-10-25 06:23:48,906 - mmaction - INFO - Epoch [93][1340/1492] lr: 1.000e-04, eta: 3:14:42, time: 1.101, data_time: 0.003, memory: 5812, loss_cls: 5.7221, loss: 5.7221, grad_norm: 6.2012 2020-10-25 06:24:09,808 - mmaction - INFO - Epoch [93][1360/1492] lr: 1.000e-04, eta: 3:14:20, time: 1.044, data_time: 0.007, memory: 5812, loss_cls: 5.8187, loss: 5.8187, grad_norm: 6.3010 2020-10-25 06:24:31,546 - mmaction - INFO - Epoch [93][1380/1492] lr: 1.000e-04, eta: 3:13:57, time: 1.086, data_time: 0.002, memory: 5812, loss_cls: 5.8655, loss: 5.8655, grad_norm: 6.3202 2020-10-25 06:24:53,243 - mmaction - INFO - Epoch [93][1400/1492] lr: 1.000e-04, eta: 3:13:35, time: 1.078, data_time: 0.004, memory: 5812, loss_cls: 5.9523, loss: 5.9523, grad_norm: 6.3897 2020-10-25 06:25:14,466 - mmaction - INFO - Epoch [93][1420/1492] lr: 1.000e-04, eta: 3:13:13, time: 1.064, data_time: 0.010, memory: 5812, loss_cls: 5.7996, loss: 5.7996, grad_norm: 6.3276 2020-10-25 06:25:36,110 - mmaction - INFO - Epoch [93][1440/1492] lr: 1.000e-04, eta: 3:12:51, time: 1.071, data_time: 0.009, memory: 5812, loss_cls: 5.8358, loss: 5.8358, grad_norm: 6.3055 2020-10-25 06:25:57,559 - mmaction - INFO - Epoch [93][1460/1492] lr: 1.000e-04, eta: 3:12:29, time: 1.077, data_time: 0.018, memory: 5812, loss_cls: 5.7886, loss: 5.7886, grad_norm: 6.2509 2020-10-25 06:26:18,846 - mmaction - INFO - Epoch [93][1480/1492] lr: 1.000e-04, eta: 3:12:07, time: 1.070, data_time: 0.013, memory: 5812, loss_cls: 5.9847, loss: 5.9847, grad_norm: 6.4628 2020-10-25 06:27:32,759 - mmaction - INFO - Epoch [94][20/1492] lr: 1.000e-04, eta: 3:11:33, time: 2.719, data_time: 1.613, memory: 5812, loss_cls: 6.0197, loss: 6.0197, grad_norm: 6.4675 2020-10-25 06:27:54,158 - mmaction - INFO - Epoch [94][40/1492] lr: 1.000e-04, eta: 3:11:11, time: 1.074, data_time: 0.012, memory: 5812, loss_cls: 5.8845, loss: 5.8845, grad_norm: 6.3106 2020-10-25 06:28:17,811 - mmaction - INFO - Epoch [94][60/1492] lr: 1.000e-04, eta: 3:10:49, time: 1.183, data_time: 0.049, memory: 5812, loss_cls: 5.8946, loss: 5.8946, grad_norm: 6.4170 2020-10-25 06:28:39,316 - mmaction - INFO - Epoch [94][80/1492] lr: 1.000e-04, eta: 3:10:27, time: 1.072, data_time: 0.003, memory: 5812, loss_cls: 5.8831, loss: 5.8831, grad_norm: 6.3036 2020-10-25 06:29:00,543 - mmaction - INFO - Epoch [94][100/1492] lr: 1.000e-04, eta: 3:10:05, time: 1.064, data_time: 0.010, memory: 5812, loss_cls: 5.7996, loss: 5.7996, grad_norm: 6.3535 2020-10-25 06:29:22,134 - mmaction - INFO - Epoch [94][120/1492] lr: 1.000e-04, eta: 3:09:43, time: 1.080, data_time: 0.002, memory: 5812, loss_cls: 5.9062, loss: 5.9062, grad_norm: 6.3983 2020-10-25 06:29:43,752 - mmaction - INFO - Epoch [94][140/1492] lr: 1.000e-04, eta: 3:09:21, time: 1.077, data_time: 0.003, memory: 5812, loss_cls: 5.9167, loss: 5.9167, grad_norm: 6.3994 2020-10-25 06:30:05,840 - mmaction - INFO - Epoch [94][160/1492] lr: 1.000e-04, eta: 3:08:59, time: 1.098, data_time: 0.006, memory: 5812, loss_cls: 5.9239, loss: 5.9239, grad_norm: 6.3496 2020-10-25 06:30:26,901 - mmaction - INFO - Epoch [94][180/1492] lr: 1.000e-04, eta: 3:08:37, time: 1.063, data_time: 0.015, memory: 5812, loss_cls: 5.9342, loss: 5.9342, grad_norm: 6.3700 2020-10-25 06:30:47,887 - mmaction - INFO - Epoch [94][200/1492] lr: 1.000e-04, eta: 3:08:14, time: 1.042, data_time: 0.004, memory: 5812, loss_cls: 5.8087, loss: 5.8087, grad_norm: 6.2607 2020-10-25 06:31:09,255 - mmaction - INFO - Epoch [94][220/1492] lr: 1.000e-04, eta: 3:07:52, time: 1.075, data_time: 0.010, memory: 5812, loss_cls: 5.8489, loss: 5.8489, grad_norm: 6.2472 2020-10-25 06:31:31,204 - mmaction - INFO - Epoch [94][240/1492] lr: 1.000e-04, eta: 3:07:30, time: 1.097, data_time: 0.002, memory: 5812, loss_cls: 5.7563, loss: 5.7563, grad_norm: 6.2233 2020-10-25 06:31:52,135 - mmaction - INFO - Epoch [94][260/1492] lr: 1.000e-04, eta: 3:07:08, time: 1.047, data_time: 0.003, memory: 5812, loss_cls: 5.8417, loss: 5.8417, grad_norm: 6.2616 2020-10-25 06:32:13,341 - mmaction - INFO - Epoch [94][280/1492] lr: 1.000e-04, eta: 3:06:46, time: 1.055, data_time: 0.008, memory: 5812, loss_cls: 5.9258, loss: 5.9258, grad_norm: 6.3076 2020-10-25 06:32:34,778 - mmaction - INFO - Epoch [94][300/1492] lr: 1.000e-04, eta: 3:06:24, time: 1.069, data_time: 0.008, memory: 5812, loss_cls: 5.8685, loss: 5.8685, grad_norm: 6.3076 2020-10-25 06:32:55,846 - mmaction - INFO - Epoch [94][320/1492] lr: 1.000e-04, eta: 3:06:02, time: 1.059, data_time: 0.010, memory: 5812, loss_cls: 5.8947, loss: 5.8947, grad_norm: 6.4048 2020-10-25 06:33:17,334 - mmaction - INFO - Epoch [94][340/1492] lr: 1.000e-04, eta: 3:05:40, time: 1.075, data_time: 0.006, memory: 5812, loss_cls: 5.8477, loss: 5.8477, grad_norm: 6.4558 2020-10-25 06:33:39,060 - mmaction - INFO - Epoch [94][360/1492] lr: 1.000e-04, eta: 3:05:18, time: 1.084, data_time: 0.005, memory: 5812, loss_cls: 5.8961, loss: 5.8961, grad_norm: 6.3547 2020-10-25 06:33:59,749 - mmaction - INFO - Epoch [94][380/1492] lr: 1.000e-04, eta: 3:04:55, time: 1.036, data_time: 0.005, memory: 5812, loss_cls: 5.7706, loss: 5.7706, grad_norm: 6.2729 2020-10-25 06:34:21,067 - mmaction - INFO - Epoch [94][400/1492] lr: 1.000e-04, eta: 3:04:33, time: 1.069, data_time: 0.004, memory: 5812, loss_cls: 5.8571, loss: 5.8571, grad_norm: 6.1909 2020-10-25 06:34:42,786 - mmaction - INFO - Epoch [94][420/1492] lr: 1.000e-04, eta: 3:04:11, time: 1.085, data_time: 0.001, memory: 5812, loss_cls: 5.9173, loss: 5.9173, grad_norm: 6.3852 2020-10-25 06:35:03,957 - mmaction - INFO - Epoch [94][440/1492] lr: 1.000e-04, eta: 3:03:49, time: 1.050, data_time: 0.002, memory: 5812, loss_cls: 5.9428, loss: 5.9428, grad_norm: 6.4705 2020-10-25 06:35:24,958 - mmaction - INFO - Epoch [94][460/1492] lr: 1.000e-04, eta: 3:03:27, time: 1.057, data_time: 0.013, memory: 5812, loss_cls: 5.9262, loss: 5.9262, grad_norm: 6.3783 2020-10-25 06:35:46,102 - mmaction - INFO - Epoch [94][480/1492] lr: 1.000e-04, eta: 3:03:05, time: 1.048, data_time: 0.015, memory: 5812, loss_cls: 5.9821, loss: 5.9821, grad_norm: 6.4875 2020-10-25 06:36:07,320 - mmaction - INFO - Epoch [94][500/1492] lr: 1.000e-04, eta: 3:02:43, time: 1.058, data_time: 0.013, memory: 5812, loss_cls: 5.8809, loss: 5.8809, grad_norm: 6.4471 2020-10-25 06:36:28,671 - mmaction - INFO - Epoch [94][520/1492] lr: 1.000e-04, eta: 3:02:21, time: 1.079, data_time: 0.021, memory: 5812, loss_cls: 5.8994, loss: 5.8994, grad_norm: 6.3149 2020-10-25 06:36:49,917 - mmaction - INFO - Epoch [94][540/1492] lr: 1.000e-04, eta: 3:01:59, time: 1.060, data_time: 0.004, memory: 5812, loss_cls: 5.8545, loss: 5.8545, grad_norm: 6.3268 2020-10-25 06:37:10,916 - mmaction - INFO - Epoch [94][560/1492] lr: 1.000e-04, eta: 3:01:36, time: 1.048, data_time: 0.013, memory: 5812, loss_cls: 5.9076, loss: 5.9076, grad_norm: 6.3491 2020-10-25 06:37:32,136 - mmaction - INFO - Epoch [94][580/1492] lr: 1.000e-04, eta: 3:01:14, time: 1.065, data_time: 0.005, memory: 5812, loss_cls: 5.8431, loss: 5.8431, grad_norm: 6.3161 2020-10-25 06:37:53,819 - mmaction - INFO - Epoch [94][600/1492] lr: 1.000e-04, eta: 3:00:52, time: 1.083, data_time: 0.001, memory: 5812, loss_cls: 5.8322, loss: 5.8322, grad_norm: 6.3251 2020-10-25 06:38:14,760 - mmaction - INFO - Epoch [94][620/1492] lr: 1.000e-04, eta: 3:00:30, time: 1.045, data_time: 0.003, memory: 5812, loss_cls: 5.8455, loss: 5.8455, grad_norm: 6.4033 2020-10-25 06:38:35,769 - mmaction - INFO - Epoch [94][640/1492] lr: 1.000e-04, eta: 3:00:08, time: 1.045, data_time: 0.006, memory: 5812, loss_cls: 5.8647, loss: 5.8647, grad_norm: 6.3837 2020-10-25 06:38:57,592 - mmaction - INFO - Epoch [94][660/1492] lr: 1.000e-04, eta: 2:59:46, time: 1.094, data_time: 0.011, memory: 5812, loss_cls: 5.8086, loss: 5.8086, grad_norm: 6.3836 2020-10-25 06:39:18,747 - mmaction - INFO - Epoch [94][680/1492] lr: 1.000e-04, eta: 2:59:24, time: 1.060, data_time: 0.008, memory: 5812, loss_cls: 5.9076, loss: 5.9076, grad_norm: 6.4314 2020-10-25 06:39:39,926 - mmaction - INFO - Epoch [94][700/1492] lr: 1.000e-04, eta: 2:59:02, time: 1.057, data_time: 0.006, memory: 5812, loss_cls: 5.8820, loss: 5.8820, grad_norm: 6.2710 2020-10-25 06:40:01,411 - mmaction - INFO - Epoch [94][720/1492] lr: 1.000e-04, eta: 2:58:40, time: 1.079, data_time: 0.008, memory: 5812, loss_cls: 5.7521, loss: 5.7521, grad_norm: 6.3850 2020-10-25 06:40:22,378 - mmaction - INFO - Epoch [94][740/1492] lr: 1.000e-04, eta: 2:58:18, time: 1.043, data_time: 0.003, memory: 5812, loss_cls: 5.9765, loss: 5.9765, grad_norm: 6.3743 2020-10-25 06:40:43,643 - mmaction - INFO - Epoch [94][760/1492] lr: 1.000e-04, eta: 2:57:55, time: 1.070, data_time: 0.007, memory: 5812, loss_cls: 5.8239, loss: 5.8239, grad_norm: 6.3675 2020-10-25 06:41:05,357 - mmaction - INFO - Epoch [94][780/1492] lr: 1.000e-04, eta: 2:57:33, time: 1.085, data_time: 0.002, memory: 5812, loss_cls: 5.8189, loss: 5.8189, grad_norm: 6.3339 2020-10-25 06:41:26,402 - mmaction - INFO - Epoch [94][800/1492] lr: 1.000e-04, eta: 2:57:11, time: 1.045, data_time: 0.006, memory: 5812, loss_cls: 5.7937, loss: 5.7937, grad_norm: 6.2618 2020-10-25 06:41:48,248 - mmaction - INFO - Epoch [94][820/1492] lr: 1.000e-04, eta: 2:56:49, time: 1.093, data_time: 0.009, memory: 5812, loss_cls: 5.8362, loss: 5.8362, grad_norm: 6.4232 2020-10-25 06:42:10,272 - mmaction - INFO - Epoch [94][840/1492] lr: 1.000e-04, eta: 2:56:27, time: 1.096, data_time: 0.020, memory: 5812, loss_cls: 5.8974, loss: 5.8974, grad_norm: 6.3345 2020-10-25 06:42:31,341 - mmaction - INFO - Epoch [94][860/1492] lr: 1.000e-04, eta: 2:56:05, time: 1.063, data_time: 0.015, memory: 5812, loss_cls: 5.7740, loss: 5.7740, grad_norm: 6.2718 2020-10-25 06:42:52,472 - mmaction - INFO - Epoch [94][880/1492] lr: 1.000e-04, eta: 2:55:43, time: 1.050, data_time: 0.005, memory: 5812, loss_cls: 5.9017, loss: 5.9017, grad_norm: 6.3889 2020-10-25 06:43:13,851 - mmaction - INFO - Epoch [94][900/1492] lr: 1.000e-04, eta: 2:55:21, time: 1.069, data_time: 0.012, memory: 5812, loss_cls: 5.9774, loss: 5.9774, grad_norm: 6.5316 2020-10-25 06:43:35,141 - mmaction - INFO - Epoch [94][920/1492] lr: 1.000e-04, eta: 2:54:59, time: 1.063, data_time: 0.012, memory: 5812, loss_cls: 5.7704, loss: 5.7704, grad_norm: 6.2911 2020-10-25 06:43:57,205 - mmaction - INFO - Epoch [94][940/1492] lr: 1.000e-04, eta: 2:54:37, time: 1.109, data_time: 0.012, memory: 5812, loss_cls: 5.8662, loss: 5.8662, grad_norm: 6.3041 2020-10-25 06:44:18,332 - mmaction - INFO - Epoch [94][960/1492] lr: 1.000e-04, eta: 2:54:15, time: 1.051, data_time: 0.008, memory: 5812, loss_cls: 5.8889, loss: 5.8889, grad_norm: 6.4231 2020-10-25 06:44:39,535 - mmaction - INFO - Epoch [94][980/1492] lr: 1.000e-04, eta: 2:53:52, time: 1.057, data_time: 0.012, memory: 5812, loss_cls: 5.8749, loss: 5.8749, grad_norm: 6.4101 2020-10-25 06:44:59,740 - mmaction - INFO - Epoch [94][1000/1492] lr: 1.000e-04, eta: 2:53:30, time: 1.020, data_time: 0.015, memory: 5812, loss_cls: 5.8886, loss: 5.8886, grad_norm: 6.4151 2020-10-25 06:45:20,915 - mmaction - INFO - Epoch [94][1020/1492] lr: 1.000e-04, eta: 2:53:08, time: 1.061, data_time: 0.007, memory: 5812, loss_cls: 5.8624, loss: 5.8624, grad_norm: 6.3543 2020-10-25 06:45:42,032 - mmaction - INFO - Epoch [94][1040/1492] lr: 1.000e-04, eta: 2:52:46, time: 1.052, data_time: 0.009, memory: 5812, loss_cls: 5.8923, loss: 5.8923, grad_norm: 6.2875 2020-10-25 06:46:03,433 - mmaction - INFO - Epoch [94][1060/1492] lr: 1.000e-04, eta: 2:52:24, time: 1.073, data_time: 0.015, memory: 5812, loss_cls: 5.9894, loss: 5.9894, grad_norm: 6.3964 2020-10-25 06:46:25,126 - mmaction - INFO - Epoch [94][1080/1492] lr: 1.000e-04, eta: 2:52:02, time: 1.087, data_time: 0.007, memory: 5812, loss_cls: 5.8435, loss: 5.8435, grad_norm: 6.3359 2020-10-25 06:46:46,000 - mmaction - INFO - Epoch [94][1100/1492] lr: 1.000e-04, eta: 2:51:40, time: 1.043, data_time: 0.002, memory: 5812, loss_cls: 5.7663, loss: 5.7663, grad_norm: 6.3185 2020-10-25 06:47:06,693 - mmaction - INFO - Epoch [94][1120/1492] lr: 1.000e-04, eta: 2:51:18, time: 1.032, data_time: 0.010, memory: 5812, loss_cls: 5.8694, loss: 5.8694, grad_norm: 6.3403 2020-10-25 06:47:28,043 - mmaction - INFO - Epoch [94][1140/1492] lr: 1.000e-04, eta: 2:50:56, time: 1.070, data_time: 0.006, memory: 5812, loss_cls: 5.9171, loss: 5.9171, grad_norm: 6.3803 2020-10-25 06:47:49,834 - mmaction - INFO - Epoch [94][1160/1492] lr: 1.000e-04, eta: 2:50:33, time: 1.089, data_time: 0.003, memory: 5812, loss_cls: 5.9115, loss: 5.9115, grad_norm: 6.4268 2020-10-25 06:48:10,992 - mmaction - INFO - Epoch [94][1180/1492] lr: 1.000e-04, eta: 2:50:11, time: 1.053, data_time: 0.004, memory: 5812, loss_cls: 5.8674, loss: 5.8674, grad_norm: 6.3200 2020-10-25 06:48:32,301 - mmaction - INFO - Epoch [94][1200/1492] lr: 1.000e-04, eta: 2:49:49, time: 1.069, data_time: 0.009, memory: 5812, loss_cls: 5.8951, loss: 5.8951, grad_norm: 6.4738 2020-10-25 06:48:52,953 - mmaction - INFO - Epoch [94][1220/1492] lr: 1.000e-04, eta: 2:49:27, time: 1.032, data_time: 0.005, memory: 5812, loss_cls: 5.9171, loss: 5.9171, grad_norm: 6.4305 2020-10-25 06:49:14,174 - mmaction - INFO - Epoch [94][1240/1492] lr: 1.000e-04, eta: 2:49:05, time: 1.059, data_time: 0.006, memory: 5812, loss_cls: 5.8205, loss: 5.8205, grad_norm: 6.2630 2020-10-25 06:49:35,804 - mmaction - INFO - Epoch [94][1260/1492] lr: 1.000e-04, eta: 2:48:43, time: 1.080, data_time: 0.007, memory: 5812, loss_cls: 5.9163, loss: 5.9163, grad_norm: 6.4690 2020-10-25 06:49:56,802 - mmaction - INFO - Epoch [94][1280/1492] lr: 1.000e-04, eta: 2:48:21, time: 1.047, data_time: 0.012, memory: 5812, loss_cls: 5.9662, loss: 5.9662, grad_norm: 6.5281 2020-10-25 06:50:18,314 - mmaction - INFO - Epoch [94][1300/1492] lr: 1.000e-04, eta: 2:47:59, time: 1.080, data_time: 0.014, memory: 5812, loss_cls: 5.7123, loss: 5.7123, grad_norm: 6.2688 2020-10-25 06:50:38,962 - mmaction - INFO - Epoch [94][1320/1492] lr: 1.000e-04, eta: 2:47:37, time: 1.038, data_time: 0.007, memory: 5812, loss_cls: 5.8370, loss: 5.8370, grad_norm: 6.3659 2020-10-25 06:51:00,749 - mmaction - INFO - Epoch [94][1340/1492] lr: 1.000e-04, eta: 2:47:15, time: 1.083, data_time: 0.001, memory: 5812, loss_cls: 5.8817, loss: 5.8817, grad_norm: 6.3418 2020-10-25 06:51:21,049 - mmaction - INFO - Epoch [94][1360/1492] lr: 1.000e-04, eta: 2:46:52, time: 1.021, data_time: 0.008, memory: 5812, loss_cls: 5.9017, loss: 5.9017, grad_norm: 6.4311 2020-10-25 06:51:42,834 - mmaction - INFO - Epoch [94][1380/1492] lr: 1.000e-04, eta: 2:46:30, time: 1.089, data_time: 0.002, memory: 5812, loss_cls: 5.8061, loss: 5.8061, grad_norm: 6.3124 2020-10-25 06:52:04,176 - mmaction - INFO - Epoch [94][1400/1492] lr: 1.000e-04, eta: 2:46:08, time: 1.065, data_time: 0.003, memory: 5812, loss_cls: 5.8347, loss: 5.8347, grad_norm: 6.3816 2020-10-25 06:52:26,140 - mmaction - INFO - Epoch [94][1420/1492] lr: 1.000e-04, eta: 2:45:46, time: 1.097, data_time: 0.005, memory: 5812, loss_cls: 5.9332, loss: 5.9332, grad_norm: 6.3671 2020-10-25 06:52:47,329 - mmaction - INFO - Epoch [94][1440/1492] lr: 1.000e-04, eta: 2:45:24, time: 1.055, data_time: 0.006, memory: 5812, loss_cls: 5.9172, loss: 5.9172, grad_norm: 6.4278 2020-10-25 06:53:08,652 - mmaction - INFO - Epoch [94][1460/1492] lr: 1.000e-04, eta: 2:45:02, time: 1.071, data_time: 0.014, memory: 5812, loss_cls: 5.8534, loss: 5.8534, grad_norm: 6.2978 2020-10-25 06:53:29,553 - mmaction - INFO - Epoch [94][1480/1492] lr: 1.000e-04, eta: 2:44:40, time: 1.040, data_time: 0.008, memory: 5812, loss_cls: 5.7903, loss: 5.7903, grad_norm: 6.3071 2020-10-25 06:54:20,345 - mmaction - INFO - Epoch [95][20/1492] lr: 1.000e-04, eta: 2:44:05, time: 1.865, data_time: 1.021, memory: 5812, loss_cls: 5.8662, loss: 5.8662, grad_norm: 6.3835 2020-10-25 06:54:44,167 - mmaction - INFO - Epoch [95][40/1492] lr: 1.000e-04, eta: 2:43:43, time: 1.193, data_time: 0.111, memory: 5812, loss_cls: 5.7901, loss: 5.7901, grad_norm: 6.2838 2020-10-25 06:55:06,611 - mmaction - INFO - Epoch [95][60/1492] lr: 1.000e-04, eta: 2:43:21, time: 1.120, data_time: 0.001, memory: 5812, loss_cls: 5.9851, loss: 5.9851, grad_norm: 6.3687 2020-10-25 06:55:29,612 - mmaction - INFO - Epoch [95][80/1492] lr: 1.000e-04, eta: 2:42:59, time: 1.146, data_time: 0.004, memory: 5812, loss_cls: 5.8538, loss: 5.8538, grad_norm: 6.4088 2020-10-25 06:55:51,139 - mmaction - INFO - Epoch [95][100/1492] lr: 1.000e-04, eta: 2:42:37, time: 1.083, data_time: 0.010, memory: 5812, loss_cls: 5.8925, loss: 5.8925, grad_norm: 6.2800 2020-10-25 06:56:12,379 - mmaction - INFO - Epoch [95][120/1492] lr: 1.000e-04, eta: 2:42:15, time: 1.062, data_time: 0.002, memory: 5812, loss_cls: 5.7982, loss: 5.7982, grad_norm: 6.2391 2020-10-25 06:56:33,828 - mmaction - INFO - Epoch [95][140/1492] lr: 1.000e-04, eta: 2:41:53, time: 1.071, data_time: 0.004, memory: 5812, loss_cls: 5.9886, loss: 5.9886, grad_norm: 6.4380 2020-10-25 06:56:54,938 - mmaction - INFO - Epoch [95][160/1492] lr: 1.000e-04, eta: 2:41:30, time: 1.045, data_time: 0.004, memory: 5812, loss_cls: 5.8085, loss: 5.8085, grad_norm: 6.3004 2020-10-25 06:57:15,947 - mmaction - INFO - Epoch [95][180/1492] lr: 1.000e-04, eta: 2:41:08, time: 1.056, data_time: 0.013, memory: 5812, loss_cls: 5.7570, loss: 5.7570, grad_norm: 6.1995 2020-10-25 06:57:37,643 - mmaction - INFO - Epoch [95][200/1492] lr: 1.000e-04, eta: 2:40:46, time: 1.092, data_time: 0.008, memory: 5812, loss_cls: 5.8190, loss: 5.8190, grad_norm: 6.3771 2020-10-25 06:57:58,319 - mmaction - INFO - Epoch [95][220/1492] lr: 1.000e-04, eta: 2:40:24, time: 1.031, data_time: 0.004, memory: 5812, loss_cls: 5.7817, loss: 5.7817, grad_norm: 6.4118 2020-10-25 06:58:20,050 - mmaction - INFO - Epoch [95][240/1492] lr: 1.000e-04, eta: 2:40:02, time: 1.088, data_time: 0.007, memory: 5812, loss_cls: 5.8914, loss: 5.8914, grad_norm: 6.5140 2020-10-25 06:58:41,242 - mmaction - INFO - Epoch [95][260/1492] lr: 1.000e-04, eta: 2:39:40, time: 1.054, data_time: 0.004, memory: 5812, loss_cls: 5.8679, loss: 5.8679, grad_norm: 6.3568 2020-10-25 06:59:02,548 - mmaction - INFO - Epoch [95][280/1492] lr: 1.000e-04, eta: 2:39:18, time: 1.063, data_time: 0.009, memory: 5812, loss_cls: 5.8920, loss: 5.8920, grad_norm: 6.4352 2020-10-25 06:59:23,577 - mmaction - INFO - Epoch [95][300/1492] lr: 1.000e-04, eta: 2:38:56, time: 1.060, data_time: 0.017, memory: 5812, loss_cls: 5.8036, loss: 5.8036, grad_norm: 6.1704 2020-10-25 06:59:44,668 - mmaction - INFO - Epoch [95][320/1492] lr: 1.000e-04, eta: 2:38:34, time: 1.049, data_time: 0.006, memory: 5812, loss_cls: 5.8696, loss: 5.8696, grad_norm: 6.3429 2020-10-25 07:00:05,751 - mmaction - INFO - Epoch [95][340/1492] lr: 1.000e-04, eta: 2:38:12, time: 1.061, data_time: 0.008, memory: 5812, loss_cls: 5.9179, loss: 5.9179, grad_norm: 6.3883 2020-10-25 07:00:26,821 - mmaction - INFO - Epoch [95][360/1492] lr: 1.000e-04, eta: 2:37:49, time: 1.046, data_time: 0.002, memory: 5812, loss_cls: 5.8657, loss: 5.8657, grad_norm: 6.3203 2020-10-25 07:00:48,402 - mmaction - INFO - Epoch [95][380/1492] lr: 1.000e-04, eta: 2:37:27, time: 1.078, data_time: 0.011, memory: 5812, loss_cls: 5.8848, loss: 5.8848, grad_norm: 6.2826 2020-10-25 07:01:09,340 - mmaction - INFO - Epoch [95][400/1492] lr: 1.000e-04, eta: 2:37:05, time: 1.049, data_time: 0.013, memory: 5812, loss_cls: 5.8709, loss: 5.8709, grad_norm: 6.4513 2020-10-25 07:01:30,765 - mmaction - INFO - Epoch [95][420/1492] lr: 1.000e-04, eta: 2:36:43, time: 1.078, data_time: 0.014, memory: 5812, loss_cls: 5.8051, loss: 5.8051, grad_norm: 6.2805 2020-10-25 07:01:52,343 - mmaction - INFO - Epoch [95][440/1492] lr: 1.000e-04, eta: 2:36:21, time: 1.079, data_time: 0.003, memory: 5812, loss_cls: 5.9049, loss: 5.9049, grad_norm: 6.3336 2020-10-25 07:02:13,064 - mmaction - INFO - Epoch [95][460/1492] lr: 1.000e-04, eta: 2:35:59, time: 1.025, data_time: 0.001, memory: 5812, loss_cls: 5.8741, loss: 5.8741, grad_norm: 6.2491 2020-10-25 07:02:34,054 - mmaction - INFO - Epoch [95][480/1492] lr: 1.000e-04, eta: 2:35:37, time: 1.056, data_time: 0.013, memory: 5812, loss_cls: 5.9675, loss: 5.9675, grad_norm: 6.4074 2020-10-25 07:02:55,455 - mmaction - INFO - Epoch [95][500/1492] lr: 1.000e-04, eta: 2:35:15, time: 1.074, data_time: 0.007, memory: 5812, loss_cls: 5.8714, loss: 5.8714, grad_norm: 6.4756 2020-10-25 07:03:17,056 - mmaction - INFO - Epoch [95][520/1492] lr: 1.000e-04, eta: 2:34:53, time: 1.080, data_time: 0.001, memory: 5812, loss_cls: 5.8030, loss: 5.8030, grad_norm: 6.2876 2020-10-25 07:03:38,054 - mmaction - INFO - Epoch [95][540/1492] lr: 1.000e-04, eta: 2:34:31, time: 1.041, data_time: 0.003, memory: 5812, loss_cls: 5.8727, loss: 5.8727, grad_norm: 6.3178 2020-10-25 07:03:59,411 - mmaction - INFO - Epoch [95][560/1492] lr: 1.000e-04, eta: 2:34:09, time: 1.068, data_time: 0.012, memory: 5812, loss_cls: 5.9977, loss: 5.9977, grad_norm: 6.4533 2020-10-25 07:04:20,695 - mmaction - INFO - Epoch [95][580/1492] lr: 1.000e-04, eta: 2:33:46, time: 1.055, data_time: 0.011, memory: 5812, loss_cls: 5.8632, loss: 5.8632, grad_norm: 6.4109 2020-10-25 07:04:41,721 - mmaction - INFO - Epoch [95][600/1492] lr: 1.000e-04, eta: 2:33:24, time: 1.066, data_time: 0.022, memory: 5812, loss_cls: 5.9046, loss: 5.9046, grad_norm: 6.3219 2020-10-25 07:05:03,154 - mmaction - INFO - Epoch [95][620/1492] lr: 1.000e-04, eta: 2:33:02, time: 1.071, data_time: 0.004, memory: 5812, loss_cls: 5.8010, loss: 5.8010, grad_norm: 6.3240 2020-10-25 07:05:24,506 - mmaction - INFO - Epoch [95][640/1492] lr: 1.000e-04, eta: 2:32:40, time: 1.059, data_time: 0.006, memory: 5812, loss_cls: 5.8641, loss: 5.8641, grad_norm: 6.3821 2020-10-25 07:05:45,842 - mmaction - INFO - Epoch [95][660/1492] lr: 1.000e-04, eta: 2:32:18, time: 1.075, data_time: 0.013, memory: 5812, loss_cls: 5.7653, loss: 5.7653, grad_norm: 6.3523 2020-10-25 07:06:07,126 - mmaction - INFO - Epoch [95][680/1492] lr: 1.000e-04, eta: 2:31:56, time: 1.065, data_time: 0.007, memory: 5812, loss_cls: 5.8646, loss: 5.8646, grad_norm: 6.3622 2020-10-25 07:06:27,952 - mmaction - INFO - Epoch [95][700/1492] lr: 1.000e-04, eta: 2:31:34, time: 1.043, data_time: 0.007, memory: 5812, loss_cls: 5.8942, loss: 5.8942, grad_norm: 6.5160 2020-10-25 07:06:49,416 - mmaction - INFO - Epoch [95][720/1492] lr: 1.000e-04, eta: 2:31:12, time: 1.071, data_time: 0.004, memory: 5812, loss_cls: 5.9281, loss: 5.9281, grad_norm: 6.3593 2020-10-25 07:07:10,944 - mmaction - INFO - Epoch [95][740/1492] lr: 1.000e-04, eta: 2:30:50, time: 1.081, data_time: 0.007, memory: 5812, loss_cls: 5.9126, loss: 5.9126, grad_norm: 6.4158 2020-10-25 07:07:32,926 - mmaction - INFO - Epoch [95][760/1492] lr: 1.000e-04, eta: 2:30:28, time: 1.093, data_time: 0.002, memory: 5812, loss_cls: 5.9081, loss: 5.9081, grad_norm: 6.5892 2020-10-25 07:07:54,138 - mmaction - INFO - Epoch [95][780/1492] lr: 1.000e-04, eta: 2:30:06, time: 1.065, data_time: 0.008, memory: 5812, loss_cls: 5.8686, loss: 5.8686, grad_norm: 6.4001 2020-10-25 07:08:15,426 - mmaction - INFO - Epoch [95][800/1492] lr: 1.000e-04, eta: 2:29:44, time: 1.057, data_time: 0.003, memory: 5812, loss_cls: 5.9387, loss: 5.9387, grad_norm: 6.3576 2020-10-25 07:08:36,977 - mmaction - INFO - Epoch [95][820/1492] lr: 1.000e-04, eta: 2:29:22, time: 1.085, data_time: 0.011, memory: 5812, loss_cls: 5.8121, loss: 5.8121, grad_norm: 6.2826 2020-10-25 07:08:57,975 - mmaction - INFO - Epoch [95][840/1492] lr: 1.000e-04, eta: 2:28:59, time: 1.050, data_time: 0.004, memory: 5812, loss_cls: 5.8750, loss: 5.8750, grad_norm: 6.4909 2020-10-25 07:09:19,222 - mmaction - INFO - Epoch [95][860/1492] lr: 1.000e-04, eta: 2:28:37, time: 1.062, data_time: 0.008, memory: 5812, loss_cls: 5.8312, loss: 5.8312, grad_norm: 6.3276 2020-10-25 07:09:40,608 - mmaction - INFO - Epoch [95][880/1492] lr: 1.000e-04, eta: 2:28:15, time: 1.062, data_time: 0.003, memory: 5812, loss_cls: 5.8912, loss: 5.8912, grad_norm: 6.4154 2020-10-25 07:10:01,782 - mmaction - INFO - Epoch [95][900/1492] lr: 1.000e-04, eta: 2:27:53, time: 1.066, data_time: 0.010, memory: 5812, loss_cls: 5.7591, loss: 5.7591, grad_norm: 6.2494 2020-10-25 07:10:22,547 - mmaction - INFO - Epoch [95][920/1492] lr: 1.000e-04, eta: 2:27:31, time: 1.038, data_time: 0.003, memory: 5812, loss_cls: 5.8649, loss: 5.8649, grad_norm: 6.3150 2020-10-25 07:10:44,110 - mmaction - INFO - Epoch [95][940/1492] lr: 1.000e-04, eta: 2:27:09, time: 1.079, data_time: 0.006, memory: 5812, loss_cls: 5.9108, loss: 5.9108, grad_norm: 6.4236 2020-10-25 07:11:04,874 - mmaction - INFO - Epoch [95][960/1492] lr: 1.000e-04, eta: 2:26:47, time: 1.036, data_time: 0.004, memory: 5812, loss_cls: 5.7791, loss: 5.7791, grad_norm: 6.3100 2020-10-25 07:11:26,845 - mmaction - INFO - Epoch [95][980/1492] lr: 1.000e-04, eta: 2:26:25, time: 1.099, data_time: 0.003, memory: 5812, loss_cls: 5.9387, loss: 5.9387, grad_norm: 6.3825 2020-10-25 07:11:48,339 - mmaction - INFO - Epoch [95][1000/1492] lr: 1.000e-04, eta: 2:26:03, time: 1.076, data_time: 0.003, memory: 5812, loss_cls: 5.8893, loss: 5.8893, grad_norm: 6.3188 2020-10-25 07:12:09,447 - mmaction - INFO - Epoch [95][1020/1492] lr: 1.000e-04, eta: 2:25:41, time: 1.047, data_time: 0.001, memory: 5812, loss_cls: 5.8882, loss: 5.8882, grad_norm: 6.3333 2020-10-25 07:12:30,844 - mmaction - INFO - Epoch [95][1040/1492] lr: 1.000e-04, eta: 2:25:19, time: 1.071, data_time: 0.013, memory: 5812, loss_cls: 5.8576, loss: 5.8576, grad_norm: 6.3247 2020-10-25 07:12:52,798 - mmaction - INFO - Epoch [95][1060/1492] lr: 1.000e-04, eta: 2:24:57, time: 1.099, data_time: 0.011, memory: 5812, loss_cls: 5.9156, loss: 5.9156, grad_norm: 6.3985 2020-10-25 07:13:14,163 - mmaction - INFO - Epoch [95][1080/1492] lr: 1.000e-04, eta: 2:24:34, time: 1.072, data_time: 0.008, memory: 5812, loss_cls: 5.8936, loss: 5.8936, grad_norm: 6.3537 2020-10-25 07:13:34,841 - mmaction - INFO - Epoch [95][1100/1492] lr: 1.000e-04, eta: 2:24:12, time: 1.029, data_time: 0.006, memory: 5812, loss_cls: 5.7847, loss: 5.7847, grad_norm: 6.2872 2020-10-25 07:13:56,216 - mmaction - INFO - Epoch [95][1120/1492] lr: 1.000e-04, eta: 2:23:50, time: 1.076, data_time: 0.010, memory: 5812, loss_cls: 5.8496, loss: 5.8496, grad_norm: 6.3149 2020-10-25 07:14:17,654 - mmaction - INFO - Epoch [95][1140/1492] lr: 1.000e-04, eta: 2:23:28, time: 1.068, data_time: 0.003, memory: 5812, loss_cls: 5.8811, loss: 5.8811, grad_norm: 6.4496 2020-10-25 07:14:38,273 - mmaction - INFO - Epoch [95][1160/1492] lr: 1.000e-04, eta: 2:23:06, time: 1.033, data_time: 0.005, memory: 5812, loss_cls: 5.9689, loss: 5.9689, grad_norm: 6.4614 2020-10-25 07:14:59,881 - mmaction - INFO - Epoch [95][1180/1492] lr: 1.000e-04, eta: 2:22:44, time: 1.074, data_time: 0.007, memory: 5812, loss_cls: 5.9225, loss: 5.9225, grad_norm: 6.3523 2020-10-25 07:15:20,761 - mmaction - INFO - Epoch [95][1200/1492] lr: 1.000e-04, eta: 2:22:22, time: 1.052, data_time: 0.009, memory: 5812, loss_cls: 5.8711, loss: 5.8711, grad_norm: 6.3940 2020-10-25 07:15:42,344 - mmaction - INFO - Epoch [95][1220/1492] lr: 1.000e-04, eta: 2:22:00, time: 1.070, data_time: 0.003, memory: 5812, loss_cls: 5.8182, loss: 5.8182, grad_norm: 6.3224 2020-10-25 07:16:03,560 - mmaction - INFO - Epoch [95][1240/1492] lr: 1.000e-04, eta: 2:21:38, time: 1.064, data_time: 0.011, memory: 5812, loss_cls: 5.8544, loss: 5.8544, grad_norm: 6.3926 2020-10-25 07:16:24,299 - mmaction - INFO - Epoch [95][1260/1492] lr: 1.000e-04, eta: 2:21:16, time: 1.040, data_time: 0.011, memory: 5812, loss_cls: 5.8447, loss: 5.8447, grad_norm: 6.2481 2020-10-25 07:16:45,653 - mmaction - INFO - Epoch [95][1280/1492] lr: 1.000e-04, eta: 2:20:54, time: 1.063, data_time: 0.009, memory: 5812, loss_cls: 5.9502, loss: 5.9502, grad_norm: 6.4430 2020-10-25 07:17:07,247 - mmaction - INFO - Epoch [95][1300/1492] lr: 1.000e-04, eta: 2:20:32, time: 1.088, data_time: 0.009, memory: 5812, loss_cls: 5.8988, loss: 5.8988, grad_norm: 6.3915 2020-10-25 07:17:28,767 - mmaction - INFO - Epoch [95][1320/1492] lr: 1.000e-04, eta: 2:20:09, time: 1.073, data_time: 0.002, memory: 5812, loss_cls: 5.9039, loss: 5.9039, grad_norm: 6.3805 2020-10-25 07:17:49,789 - mmaction - INFO - Epoch [95][1340/1492] lr: 1.000e-04, eta: 2:19:47, time: 1.050, data_time: 0.006, memory: 5812, loss_cls: 5.8348, loss: 5.8348, grad_norm: 6.2869 2020-10-25 07:18:11,167 - mmaction - INFO - Epoch [95][1360/1492] lr: 1.000e-04, eta: 2:19:25, time: 1.060, data_time: 0.007, memory: 5812, loss_cls: 5.8580, loss: 5.8580, grad_norm: 6.3743 2020-10-25 07:18:32,344 - mmaction - INFO - Epoch [95][1380/1492] lr: 1.000e-04, eta: 2:19:03, time: 1.058, data_time: 0.017, memory: 5812, loss_cls: 5.8799, loss: 5.8799, grad_norm: 6.3172 2020-10-25 07:18:53,912 - mmaction - INFO - Epoch [95][1400/1492] lr: 1.000e-04, eta: 2:18:41, time: 1.078, data_time: 0.018, memory: 5812, loss_cls: 5.9599, loss: 5.9599, grad_norm: 6.4930 2020-10-25 07:19:15,450 - mmaction - INFO - Epoch [95][1420/1492] lr: 1.000e-04, eta: 2:18:19, time: 1.092, data_time: 0.018, memory: 5812, loss_cls: 5.9872, loss: 5.9872, grad_norm: 6.5085 2020-10-25 07:19:36,472 - mmaction - INFO - Epoch [95][1440/1492] lr: 1.000e-04, eta: 2:17:57, time: 1.042, data_time: 0.002, memory: 5812, loss_cls: 5.8469, loss: 5.8469, grad_norm: 6.2836 2020-10-25 07:19:58,213 - mmaction - INFO - Epoch [95][1460/1492] lr: 1.000e-04, eta: 2:17:35, time: 1.081, data_time: 0.012, memory: 5812, loss_cls: 5.9343, loss: 5.9343, grad_norm: 6.4231 2020-10-25 07:20:19,295 - mmaction - INFO - Epoch [95][1480/1492] lr: 1.000e-04, eta: 2:17:13, time: 1.067, data_time: 0.017, memory: 5812, loss_cls: 5.8688, loss: 5.8688, grad_norm: 6.3905 2020-10-25 07:20:31,803 - mmaction - INFO - Saving checkpoint at 95 epochs 2020-10-25 07:22:39,473 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-25 07:22:40,752 - mmaction - INFO - mean_average_precision 0.4816 2020-10-25 07:22:40,767 - mmaction - INFO - Epoch(val) [95][1492] mean_average_precision: 0.4816 2020-10-25 07:23:11,887 - mmaction - INFO - Epoch [96][20/1492] lr: 1.000e-04, eta: 2:16:37, time: 1.554, data_time: 0.954, memory: 5812, loss_cls: 5.8366, loss: 5.8366, grad_norm: 6.3756 2020-10-25 07:23:34,842 - mmaction - INFO - Epoch [96][40/1492] lr: 1.000e-04, eta: 2:16:15, time: 1.149, data_time: 0.312, memory: 5812, loss_cls: 5.8043, loss: 5.8043, grad_norm: 6.4415 2020-10-25 07:23:57,115 - mmaction - INFO - Epoch [96][60/1492] lr: 1.000e-04, eta: 2:15:53, time: 1.114, data_time: 0.002, memory: 5812, loss_cls: 5.7053, loss: 5.7053, grad_norm: 6.2748 2020-10-25 07:24:18,903 - mmaction - INFO - Epoch [96][80/1492] lr: 1.000e-04, eta: 2:15:31, time: 1.084, data_time: 0.003, memory: 5812, loss_cls: 5.8571, loss: 5.8571, grad_norm: 6.4116 2020-10-25 07:24:40,570 - mmaction - INFO - Epoch [96][100/1492] lr: 1.000e-04, eta: 2:15:09, time: 1.081, data_time: 0.007, memory: 5812, loss_cls: 5.9478, loss: 5.9478, grad_norm: 6.4895 2020-10-25 07:25:01,823 - mmaction - INFO - Epoch [96][120/1492] lr: 1.000e-04, eta: 2:14:47, time: 1.065, data_time: 0.010, memory: 5812, loss_cls: 5.8691, loss: 5.8691, grad_norm: 6.3626 2020-10-25 07:25:23,541 - mmaction - INFO - Epoch [96][140/1492] lr: 1.000e-04, eta: 2:14:25, time: 1.086, data_time: 0.008, memory: 5812, loss_cls: 5.8395, loss: 5.8395, grad_norm: 6.2404 2020-10-25 07:25:44,744 - mmaction - INFO - Epoch [96][160/1492] lr: 1.000e-04, eta: 2:14:03, time: 1.059, data_time: 0.007, memory: 5812, loss_cls: 5.8152, loss: 5.8152, grad_norm: 6.3053 2020-10-25 07:26:06,536 - mmaction - INFO - Epoch [96][180/1492] lr: 1.000e-04, eta: 2:13:41, time: 1.091, data_time: 0.008, memory: 5812, loss_cls: 5.9073, loss: 5.9073, grad_norm: 6.4218 2020-10-25 07:26:28,250 - mmaction - INFO - Epoch [96][200/1492] lr: 1.000e-04, eta: 2:13:19, time: 1.082, data_time: 0.009, memory: 5812, loss_cls: 5.8411, loss: 5.8411, grad_norm: 6.3412 2020-10-25 07:26:49,780 - mmaction - INFO - Epoch [96][220/1492] lr: 1.000e-04, eta: 2:12:57, time: 1.082, data_time: 0.009, memory: 5812, loss_cls: 5.9188, loss: 5.9188, grad_norm: 6.4165 2020-10-25 07:27:11,124 - mmaction - INFO - Epoch [96][240/1492] lr: 1.000e-04, eta: 2:12:35, time: 1.065, data_time: 0.004, memory: 5812, loss_cls: 5.8611, loss: 5.8611, grad_norm: 6.3615 2020-10-25 07:27:31,555 - mmaction - INFO - Epoch [96][260/1492] lr: 1.000e-04, eta: 2:12:13, time: 1.026, data_time: 0.005, memory: 5812, loss_cls: 5.9753, loss: 5.9753, grad_norm: 6.3970 2020-10-25 07:27:52,790 - mmaction - INFO - Epoch [96][280/1492] lr: 1.000e-04, eta: 2:11:51, time: 1.062, data_time: 0.003, memory: 5812, loss_cls: 5.8035, loss: 5.8035, grad_norm: 6.1850 2020-10-25 07:28:13,963 - mmaction - INFO - Epoch [96][300/1492] lr: 1.000e-04, eta: 2:11:28, time: 1.050, data_time: 0.003, memory: 5812, loss_cls: 5.8817, loss: 5.8817, grad_norm: 6.4203 2020-10-25 07:28:35,039 - mmaction - INFO - Epoch [96][320/1492] lr: 1.000e-04, eta: 2:11:06, time: 1.062, data_time: 0.011, memory: 5812, loss_cls: 5.9193, loss: 5.9193, grad_norm: 6.3146 2020-10-25 07:28:57,067 - mmaction - INFO - Epoch [96][340/1492] lr: 1.000e-04, eta: 2:10:44, time: 1.095, data_time: 0.003, memory: 5812, loss_cls: 5.7724, loss: 5.7724, grad_norm: 6.2052 2020-10-25 07:29:18,578 - mmaction - INFO - Epoch [96][360/1492] lr: 1.000e-04, eta: 2:10:22, time: 1.079, data_time: 0.009, memory: 5812, loss_cls: 5.7475, loss: 5.7475, grad_norm: 6.2943 2020-10-25 07:29:40,549 - mmaction - INFO - Epoch [96][380/1492] lr: 1.000e-04, eta: 2:10:00, time: 1.098, data_time: 0.006, memory: 5812, loss_cls: 5.8647, loss: 5.8647, grad_norm: 6.3628 2020-10-25 07:30:01,527 - mmaction - INFO - Epoch [96][400/1492] lr: 1.000e-04, eta: 2:09:38, time: 1.054, data_time: 0.007, memory: 5812, loss_cls: 5.7517, loss: 5.7517, grad_norm: 6.2021 2020-10-25 07:30:23,379 - mmaction - INFO - Epoch [96][420/1492] lr: 1.000e-04, eta: 2:09:16, time: 1.093, data_time: 0.003, memory: 5812, loss_cls: 5.9171, loss: 5.9171, grad_norm: 6.3740 2020-10-25 07:30:44,401 - mmaction - INFO - Epoch [96][440/1492] lr: 1.000e-04, eta: 2:08:54, time: 1.043, data_time: 0.002, memory: 5812, loss_cls: 5.9401, loss: 5.9401, grad_norm: 6.4226 2020-10-25 07:31:05,983 - mmaction - INFO - Epoch [96][460/1492] lr: 1.000e-04, eta: 2:08:32, time: 1.083, data_time: 0.010, memory: 5812, loss_cls: 5.8414, loss: 5.8414, grad_norm: 6.4117 2020-10-25 07:31:27,187 - mmaction - INFO - Epoch [96][480/1492] lr: 1.000e-04, eta: 2:08:10, time: 1.062, data_time: 0.005, memory: 5812, loss_cls: 5.8151, loss: 5.8151, grad_norm: 6.3748 2020-10-25 07:31:49,020 - mmaction - INFO - Epoch [96][500/1492] lr: 1.000e-04, eta: 2:07:48, time: 1.094, data_time: 0.005, memory: 5812, loss_cls: 5.8318, loss: 5.8318, grad_norm: 6.5607 2020-10-25 07:32:10,466 - mmaction - INFO - Epoch [96][520/1492] lr: 1.000e-04, eta: 2:07:26, time: 1.069, data_time: 0.005, memory: 5812, loss_cls: 5.8269, loss: 5.8269, grad_norm: 6.2699 2020-10-25 07:32:32,394 - mmaction - INFO - Epoch [96][540/1492] lr: 1.000e-04, eta: 2:07:04, time: 1.089, data_time: 0.007, memory: 5812, loss_cls: 5.9295, loss: 5.9295, grad_norm: 6.3329 2020-10-25 07:32:53,767 - mmaction - INFO - Epoch [96][560/1492] lr: 1.000e-04, eta: 2:06:42, time: 1.076, data_time: 0.015, memory: 5812, loss_cls: 5.9327, loss: 5.9327, grad_norm: 6.4780 2020-10-25 07:33:14,944 - mmaction - INFO - Epoch [96][580/1492] lr: 1.000e-04, eta: 2:06:20, time: 1.060, data_time: 0.007, memory: 5812, loss_cls: 5.8849, loss: 5.8849, grad_norm: 6.2308 2020-10-25 07:33:36,285 - mmaction - INFO - Epoch [96][600/1492] lr: 1.000e-04, eta: 2:05:58, time: 1.066, data_time: 0.004, memory: 5812, loss_cls: 5.8714, loss: 5.8714, grad_norm: 6.2626 2020-10-25 07:33:57,357 - mmaction - INFO - Epoch [96][620/1492] lr: 1.000e-04, eta: 2:05:35, time: 1.048, data_time: 0.005, memory: 5812, loss_cls: 5.8653, loss: 5.8653, grad_norm: 6.3868 2020-10-25 07:34:19,177 - mmaction - INFO - Epoch [96][640/1492] lr: 1.000e-04, eta: 2:05:13, time: 1.098, data_time: 0.013, memory: 5812, loss_cls: 5.7953, loss: 5.7953, grad_norm: 6.3333 2020-10-25 07:34:40,146 - mmaction - INFO - Epoch [96][660/1492] lr: 1.000e-04, eta: 2:04:51, time: 1.051, data_time: 0.005, memory: 5812, loss_cls: 5.8617, loss: 5.8617, grad_norm: 6.3657 2020-10-25 07:35:01,845 - mmaction - INFO - Epoch [96][680/1492] lr: 1.000e-04, eta: 2:04:29, time: 1.083, data_time: 0.003, memory: 5812, loss_cls: 5.8762, loss: 5.8762, grad_norm: 6.3245 2020-10-25 07:35:23,682 - mmaction - INFO - Epoch [96][700/1492] lr: 1.000e-04, eta: 2:04:07, time: 1.094, data_time: 0.004, memory: 5812, loss_cls: 5.8873, loss: 5.8873, grad_norm: 6.4142 2020-10-25 07:35:45,156 - mmaction - INFO - Epoch [96][720/1492] lr: 1.000e-04, eta: 2:03:45, time: 1.074, data_time: 0.002, memory: 5812, loss_cls: 5.8463, loss: 5.8463, grad_norm: 6.3270 2020-10-25 07:36:06,482 - mmaction - INFO - Epoch [96][740/1492] lr: 1.000e-04, eta: 2:03:23, time: 1.066, data_time: 0.004, memory: 5812, loss_cls: 5.8619, loss: 5.8619, grad_norm: 6.3027 2020-10-25 07:36:28,337 - mmaction - INFO - Epoch [96][760/1492] lr: 1.000e-04, eta: 2:03:01, time: 1.093, data_time: 0.001, memory: 5812, loss_cls: 5.9536, loss: 5.9536, grad_norm: 6.4845 2020-10-25 07:36:49,556 - mmaction - INFO - Epoch [96][780/1492] lr: 1.000e-04, eta: 2:02:39, time: 1.061, data_time: 0.004, memory: 5812, loss_cls: 5.7791, loss: 5.7791, grad_norm: 6.2502 2020-10-25 07:37:11,280 - mmaction - INFO - Epoch [96][800/1492] lr: 1.000e-04, eta: 2:02:17, time: 1.074, data_time: 0.002, memory: 5812, loss_cls: 5.8796, loss: 5.8796, grad_norm: 6.4349 2020-10-25 07:37:32,367 - mmaction - INFO - Epoch [96][820/1492] lr: 1.000e-04, eta: 2:01:55, time: 1.067, data_time: 0.014, memory: 5812, loss_cls: 5.8196, loss: 5.8196, grad_norm: 6.3526 2020-10-25 07:37:53,639 - mmaction - INFO - Epoch [96][840/1492] lr: 1.000e-04, eta: 2:01:33, time: 1.064, data_time: 0.002, memory: 5812, loss_cls: 5.8603, loss: 5.8603, grad_norm: 6.3746 2020-10-25 07:38:14,569 - mmaction - INFO - Epoch [96][860/1492] lr: 1.000e-04, eta: 2:01:11, time: 1.045, data_time: 0.004, memory: 5812, loss_cls: 5.7808, loss: 5.7808, grad_norm: 6.1994 2020-10-25 07:38:36,262 - mmaction - INFO - Epoch [96][880/1492] lr: 1.000e-04, eta: 2:00:49, time: 1.081, data_time: 0.004, memory: 5812, loss_cls: 5.7839, loss: 5.7839, grad_norm: 6.3120 2020-10-25 07:38:57,832 - mmaction - INFO - Epoch [96][900/1492] lr: 1.000e-04, eta: 2:00:27, time: 1.081, data_time: 0.008, memory: 5812, loss_cls: 5.8430, loss: 5.8430, grad_norm: 6.4940 2020-10-25 07:39:19,060 - mmaction - INFO - Epoch [96][920/1492] lr: 1.000e-04, eta: 2:00:05, time: 1.057, data_time: 0.005, memory: 5812, loss_cls: 5.8447, loss: 5.8447, grad_norm: 6.3554 2020-10-25 07:39:40,568 - mmaction - INFO - Epoch [96][940/1492] lr: 1.000e-04, eta: 1:59:42, time: 1.083, data_time: 0.011, memory: 5812, loss_cls: 5.8155, loss: 5.8155, grad_norm: 6.3335 2020-10-25 07:40:01,806 - mmaction - INFO - Epoch [96][960/1492] lr: 1.000e-04, eta: 1:59:20, time: 1.062, data_time: 0.004, memory: 5812, loss_cls: 5.8420, loss: 5.8420, grad_norm: 6.3184 2020-10-25 07:40:22,949 - mmaction - INFO - Epoch [96][980/1492] lr: 1.000e-04, eta: 1:58:58, time: 1.057, data_time: 0.003, memory: 5812, loss_cls: 5.8143, loss: 5.8143, grad_norm: 6.4126 2020-10-25 07:40:44,263 - mmaction - INFO - Epoch [96][1000/1492] lr: 1.000e-04, eta: 1:58:36, time: 1.060, data_time: 0.001, memory: 5812, loss_cls: 5.9007, loss: 5.9007, grad_norm: 6.3425 2020-10-25 07:41:05,968 - mmaction - INFO - Epoch [96][1020/1492] lr: 1.000e-04, eta: 1:58:14, time: 1.091, data_time: 0.009, memory: 5812, loss_cls: 5.8962, loss: 5.8962, grad_norm: 6.3398 2020-10-25 07:41:27,385 - mmaction - INFO - Epoch [96][1040/1492] lr: 1.000e-04, eta: 1:57:52, time: 1.065, data_time: 0.003, memory: 5812, loss_cls: 5.9375, loss: 5.9375, grad_norm: 6.3397 2020-10-25 07:41:48,497 - mmaction - INFO - Epoch [96][1060/1492] lr: 1.000e-04, eta: 1:57:30, time: 1.057, data_time: 0.008, memory: 5812, loss_cls: 5.8224, loss: 5.8224, grad_norm: 6.4320 2020-10-25 07:42:10,316 - mmaction - INFO - Epoch [96][1080/1492] lr: 1.000e-04, eta: 1:57:08, time: 1.091, data_time: 0.007, memory: 5812, loss_cls: 5.7627, loss: 5.7627, grad_norm: 6.3293 2020-10-25 07:42:31,234 - mmaction - INFO - Epoch [96][1100/1492] lr: 1.000e-04, eta: 1:56:46, time: 1.041, data_time: 0.011, memory: 5812, loss_cls: 5.9409, loss: 5.9409, grad_norm: 6.4339 2020-10-25 07:42:52,881 - mmaction - INFO - Epoch [96][1120/1492] lr: 1.000e-04, eta: 1:56:24, time: 1.090, data_time: 0.013, memory: 5812, loss_cls: 5.8225, loss: 5.8225, grad_norm: 6.2906 2020-10-25 07:43:14,104 - mmaction - INFO - Epoch [96][1140/1492] lr: 1.000e-04, eta: 1:56:02, time: 1.061, data_time: 0.010, memory: 5812, loss_cls: 5.9051, loss: 5.9051, grad_norm: 6.3415 2020-10-25 07:43:35,866 - mmaction - INFO - Epoch [96][1160/1492] lr: 1.000e-04, eta: 1:55:40, time: 1.080, data_time: 0.005, memory: 5812, loss_cls: 5.9120, loss: 5.9120, grad_norm: 6.3376 2020-10-25 07:43:56,670 - mmaction - INFO - Epoch [96][1180/1492] lr: 1.000e-04, eta: 1:55:18, time: 1.044, data_time: 0.012, memory: 5812, loss_cls: 6.0425, loss: 6.0425, grad_norm: 6.4157 2020-10-25 07:44:18,358 - mmaction - INFO - Epoch [96][1200/1492] lr: 1.000e-04, eta: 1:54:56, time: 1.085, data_time: 0.010, memory: 5812, loss_cls: 6.0002, loss: 6.0002, grad_norm: 6.4836 2020-10-25 07:44:39,327 - mmaction - INFO - Epoch [96][1220/1492] lr: 1.000e-04, eta: 1:54:34, time: 1.044, data_time: 0.006, memory: 5812, loss_cls: 5.9075, loss: 5.9075, grad_norm: 6.4324 2020-10-25 07:45:00,395 - mmaction - INFO - Epoch [96][1240/1492] lr: 1.000e-04, eta: 1:54:12, time: 1.062, data_time: 0.011, memory: 5812, loss_cls: 5.8750, loss: 5.8750, grad_norm: 6.3482 2020-10-25 07:45:22,209 - mmaction - INFO - Epoch [96][1260/1492] lr: 1.000e-04, eta: 1:53:49, time: 1.091, data_time: 0.004, memory: 5812, loss_cls: 5.8635, loss: 5.8635, grad_norm: 6.3012 2020-10-25 07:45:43,208 - mmaction - INFO - Epoch [96][1280/1492] lr: 1.000e-04, eta: 1:53:27, time: 1.051, data_time: 0.005, memory: 5812, loss_cls: 5.9159, loss: 5.9159, grad_norm: 6.4088 2020-10-25 07:46:04,776 - mmaction - INFO - Epoch [96][1300/1492] lr: 1.000e-04, eta: 1:53:05, time: 1.072, data_time: 0.005, memory: 5812, loss_cls: 5.9444, loss: 5.9444, grad_norm: 6.4100 2020-10-25 07:46:26,305 - mmaction - INFO - Epoch [96][1320/1492] lr: 1.000e-04, eta: 1:52:43, time: 1.079, data_time: 0.008, memory: 5812, loss_cls: 5.9127, loss: 5.9127, grad_norm: 6.4407 2020-10-25 07:46:47,919 - mmaction - INFO - Epoch [96][1340/1492] lr: 1.000e-04, eta: 1:52:21, time: 1.078, data_time: 0.008, memory: 5812, loss_cls: 5.8642, loss: 5.8642, grad_norm: 6.4000 2020-10-25 07:47:08,959 - mmaction - INFO - Epoch [96][1360/1492] lr: 1.000e-04, eta: 1:51:59, time: 1.054, data_time: 0.008, memory: 5812, loss_cls: 5.8571, loss: 5.8571, grad_norm: 6.2793 2020-10-25 07:47:30,954 - mmaction - INFO - Epoch [96][1380/1492] lr: 1.000e-04, eta: 1:51:37, time: 1.103, data_time: 0.008, memory: 5812, loss_cls: 5.8925, loss: 5.8925, grad_norm: 6.2851 2020-10-25 07:47:52,832 - mmaction - INFO - Epoch [96][1400/1492] lr: 1.000e-04, eta: 1:51:15, time: 1.095, data_time: 0.004, memory: 5812, loss_cls: 5.8234, loss: 5.8234, grad_norm: 6.2951 2020-10-25 07:48:14,403 - mmaction - INFO - Epoch [96][1420/1492] lr: 1.000e-04, eta: 1:50:53, time: 1.074, data_time: 0.005, memory: 5812, loss_cls: 5.8168, loss: 5.8168, grad_norm: 6.3204 2020-10-25 07:48:35,679 - mmaction - INFO - Epoch [96][1440/1492] lr: 1.000e-04, eta: 1:50:31, time: 1.068, data_time: 0.008, memory: 5812, loss_cls: 5.8947, loss: 5.8947, grad_norm: 6.3396 2020-10-25 07:48:57,172 - mmaction - INFO - Epoch [96][1460/1492] lr: 1.000e-04, eta: 1:50:09, time: 1.075, data_time: 0.007, memory: 5812, loss_cls: 5.7736, loss: 5.7736, grad_norm: 6.3724 2020-10-25 07:49:18,393 - mmaction - INFO - Epoch [96][1480/1492] lr: 1.000e-04, eta: 1:49:47, time: 1.058, data_time: 0.006, memory: 5812, loss_cls: 5.7851, loss: 5.7851, grad_norm: 6.3883 2020-10-25 07:50:04,750 - mmaction - INFO - Epoch [97][20/1492] lr: 1.000e-04, eta: 1:49:12, time: 1.671, data_time: 0.656, memory: 5812, loss_cls: 5.8690, loss: 5.8690, grad_norm: 6.4446 2020-10-25 07:50:27,144 - mmaction - INFO - Epoch [97][40/1492] lr: 1.000e-04, eta: 1:48:50, time: 1.126, data_time: 0.038, memory: 5812, loss_cls: 5.8520, loss: 5.8520, grad_norm: 6.3528 2020-10-25 07:50:49,230 - mmaction - INFO - Epoch [97][60/1492] lr: 1.000e-04, eta: 1:48:27, time: 1.104, data_time: 0.002, memory: 5812, loss_cls: 5.8223, loss: 5.8223, grad_norm: 6.3798 2020-10-25 07:51:10,777 - mmaction - INFO - Epoch [97][80/1492] lr: 1.000e-04, eta: 1:48:05, time: 1.077, data_time: 0.002, memory: 5812, loss_cls: 5.8678, loss: 5.8678, grad_norm: 6.4090 2020-10-25 07:51:32,075 - mmaction - INFO - Epoch [97][100/1492] lr: 1.000e-04, eta: 1:47:43, time: 1.062, data_time: 0.005, memory: 5812, loss_cls: 5.8962, loss: 5.8962, grad_norm: 6.3567 2020-10-25 07:51:52,968 - mmaction - INFO - Epoch [97][120/1492] lr: 1.000e-04, eta: 1:47:21, time: 1.047, data_time: 0.007, memory: 5812, loss_cls: 5.9417, loss: 5.9417, grad_norm: 6.3336 2020-10-25 07:52:13,807 - mmaction - INFO - Epoch [97][140/1492] lr: 1.000e-04, eta: 1:46:59, time: 1.040, data_time: 0.012, memory: 5812, loss_cls: 5.8956, loss: 5.8956, grad_norm: 6.4524 2020-10-25 07:52:35,148 - mmaction - INFO - Epoch [97][160/1492] lr: 1.000e-04, eta: 1:46:37, time: 1.052, data_time: 0.005, memory: 5812, loss_cls: 5.7519, loss: 5.7519, grad_norm: 6.2325 2020-10-25 07:52:56,121 - mmaction - INFO - Epoch [97][180/1492] lr: 1.000e-04, eta: 1:46:15, time: 1.065, data_time: 0.024, memory: 5812, loss_cls: 5.9551, loss: 5.9551, grad_norm: 6.4104 2020-10-25 07:53:16,997 - mmaction - INFO - Epoch [97][200/1492] lr: 1.000e-04, eta: 1:45:53, time: 1.042, data_time: 0.006, memory: 5812, loss_cls: 5.7966, loss: 5.7966, grad_norm: 6.3151 2020-10-25 07:53:37,901 - mmaction - INFO - Epoch [97][220/1492] lr: 1.000e-04, eta: 1:45:31, time: 1.046, data_time: 0.009, memory: 5812, loss_cls: 5.9408, loss: 5.9408, grad_norm: 6.4350 2020-10-25 07:53:58,469 - mmaction - INFO - Epoch [97][240/1492] lr: 1.000e-04, eta: 1:45:09, time: 1.018, data_time: 0.005, memory: 5812, loss_cls: 5.7731, loss: 5.7731, grad_norm: 6.3173 2020-10-25 07:54:19,559 - mmaction - INFO - Epoch [97][260/1492] lr: 1.000e-04, eta: 1:44:47, time: 1.068, data_time: 0.015, memory: 5812, loss_cls: 5.9055, loss: 5.9055, grad_norm: 6.4098 2020-10-25 07:54:39,728 - mmaction - INFO - Epoch [97][280/1492] lr: 1.000e-04, eta: 1:44:25, time: 1.008, data_time: 0.002, memory: 5812, loss_cls: 5.8425, loss: 5.8425, grad_norm: 6.3683 2020-10-25 07:55:01,153 - mmaction - INFO - Epoch [97][300/1492] lr: 1.000e-04, eta: 1:44:03, time: 1.071, data_time: 0.003, memory: 5812, loss_cls: 5.8846, loss: 5.8846, grad_norm: 6.3443 2020-10-25 07:55:21,689 - mmaction - INFO - Epoch [97][320/1492] lr: 1.000e-04, eta: 1:43:41, time: 1.024, data_time: 0.004, memory: 5812, loss_cls: 5.8914, loss: 5.8914, grad_norm: 6.3354 2020-10-25 07:55:43,391 - mmaction - INFO - Epoch [97][340/1492] lr: 1.000e-04, eta: 1:43:18, time: 1.090, data_time: 0.007, memory: 5812, loss_cls: 5.8630, loss: 5.8630, grad_norm: 6.3398 2020-10-25 07:56:04,495 - mmaction - INFO - Epoch [97][360/1492] lr: 1.000e-04, eta: 1:42:56, time: 1.047, data_time: 0.004, memory: 5812, loss_cls: 5.7620, loss: 5.7620, grad_norm: 6.2405 2020-10-25 07:56:25,178 - mmaction - INFO - Epoch [97][380/1492] lr: 1.000e-04, eta: 1:42:34, time: 1.036, data_time: 0.010, memory: 5812, loss_cls: 5.9274, loss: 5.9274, grad_norm: 6.3978 2020-10-25 07:56:45,831 - mmaction - INFO - Epoch [97][400/1492] lr: 1.000e-04, eta: 1:42:12, time: 1.035, data_time: 0.008, memory: 5812, loss_cls: 5.8551, loss: 5.8551, grad_norm: 6.4341 2020-10-25 07:57:06,764 - mmaction - INFO - Epoch [97][420/1492] lr: 1.000e-04, eta: 1:41:50, time: 1.046, data_time: 0.004, memory: 5812, loss_cls: 5.7881, loss: 5.7881, grad_norm: 6.4085 2020-10-25 07:57:27,989 - mmaction - INFO - Epoch [97][440/1492] lr: 1.000e-04, eta: 1:41:28, time: 1.065, data_time: 0.006, memory: 5812, loss_cls: 5.8824, loss: 5.8824, grad_norm: 6.4903 2020-10-25 07:57:49,442 - mmaction - INFO - Epoch [97][460/1492] lr: 1.000e-04, eta: 1:41:06, time: 1.073, data_time: 0.002, memory: 5812, loss_cls: 5.7923, loss: 5.7923, grad_norm: 6.3372 2020-10-25 07:58:10,935 - mmaction - INFO - Epoch [97][480/1492] lr: 1.000e-04, eta: 1:40:44, time: 1.075, data_time: 0.001, memory: 5812, loss_cls: 5.8496, loss: 5.8496, grad_norm: 6.5030 2020-10-25 07:58:31,453 - mmaction - INFO - Epoch [97][500/1492] lr: 1.000e-04, eta: 1:40:22, time: 1.019, data_time: 0.006, memory: 5812, loss_cls: 5.9288, loss: 5.9288, grad_norm: 6.4205 2020-10-25 07:58:52,938 - mmaction - INFO - Epoch [97][520/1492] lr: 1.000e-04, eta: 1:40:00, time: 1.076, data_time: 0.010, memory: 5812, loss_cls: 5.8491, loss: 5.8491, grad_norm: 6.3691 2020-10-25 07:59:13,062 - mmaction - INFO - Epoch [97][540/1492] lr: 1.000e-04, eta: 1:39:38, time: 1.005, data_time: 0.008, memory: 5812, loss_cls: 5.8148, loss: 5.8148, grad_norm: 6.4235 2020-10-25 07:59:34,434 - mmaction - INFO - Epoch [97][560/1492] lr: 1.000e-04, eta: 1:39:16, time: 1.070, data_time: 0.008, memory: 5812, loss_cls: 5.8525, loss: 5.8525, grad_norm: 6.4818 2020-10-25 07:59:55,416 - mmaction - INFO - Epoch [97][580/1492] lr: 1.000e-04, eta: 1:38:54, time: 1.048, data_time: 0.007, memory: 5812, loss_cls: 5.8230, loss: 5.8230, grad_norm: 6.3718 2020-10-25 08:00:16,547 - mmaction - INFO - Epoch [97][600/1492] lr: 1.000e-04, eta: 1:38:32, time: 1.062, data_time: 0.012, memory: 5812, loss_cls: 6.0233, loss: 6.0233, grad_norm: 6.3930 2020-10-25 08:00:37,764 - mmaction - INFO - Epoch [97][620/1492] lr: 1.000e-04, eta: 1:38:10, time: 1.047, data_time: 0.002, memory: 5812, loss_cls: 5.9177, loss: 5.9177, grad_norm: 6.3628 2020-10-25 08:00:58,758 - mmaction - INFO - Epoch [97][640/1492] lr: 1.000e-04, eta: 1:37:48, time: 1.063, data_time: 0.018, memory: 5812, loss_cls: 5.8005, loss: 5.8005, grad_norm: 6.3334 2020-10-25 08:01:19,732 - mmaction - INFO - Epoch [97][660/1492] lr: 1.000e-04, eta: 1:37:25, time: 1.041, data_time: 0.002, memory: 5812, loss_cls: 5.9508, loss: 5.9508, grad_norm: 6.4201 2020-10-25 08:01:40,959 - mmaction - INFO - Epoch [97][680/1492] lr: 1.000e-04, eta: 1:37:03, time: 1.064, data_time: 0.010, memory: 5812, loss_cls: 5.8171, loss: 5.8171, grad_norm: 6.4667 2020-10-25 08:02:01,622 - mmaction - INFO - Epoch [97][700/1492] lr: 1.000e-04, eta: 1:36:41, time: 1.039, data_time: 0.007, memory: 5812, loss_cls: 5.9209, loss: 5.9209, grad_norm: 6.4410 2020-10-25 08:02:22,960 - mmaction - INFO - Epoch [97][720/1492] lr: 1.000e-04, eta: 1:36:19, time: 1.054, data_time: 0.001, memory: 5812, loss_cls: 5.8743, loss: 5.8743, grad_norm: 6.3509 2020-10-25 08:02:43,685 - mmaction - INFO - Epoch [97][740/1492] lr: 1.000e-04, eta: 1:35:57, time: 1.049, data_time: 0.014, memory: 5812, loss_cls: 5.8909, loss: 5.8909, grad_norm: 6.3914 2020-10-25 08:03:04,235 - mmaction - INFO - Epoch [97][760/1492] lr: 1.000e-04, eta: 1:35:35, time: 1.028, data_time: 0.002, memory: 5812, loss_cls: 5.7555, loss: 5.7555, grad_norm: 6.3094 2020-10-25 08:03:25,354 - mmaction - INFO - Epoch [97][780/1492] lr: 1.000e-04, eta: 1:35:13, time: 1.044, data_time: 0.001, memory: 5812, loss_cls: 5.8593, loss: 5.8593, grad_norm: 6.2211 2020-10-25 08:03:46,996 - mmaction - INFO - Epoch [97][800/1492] lr: 1.000e-04, eta: 1:34:51, time: 1.088, data_time: 0.017, memory: 5812, loss_cls: 5.8283, loss: 5.8283, grad_norm: 6.3914 2020-10-25 08:04:08,081 - mmaction - INFO - Epoch [97][820/1492] lr: 1.000e-04, eta: 1:34:29, time: 1.057, data_time: 0.010, memory: 5812, loss_cls: 5.9127, loss: 5.9127, grad_norm: 6.3965 2020-10-25 08:04:29,000 - mmaction - INFO - Epoch [97][840/1492] lr: 1.000e-04, eta: 1:34:07, time: 1.049, data_time: 0.007, memory: 5812, loss_cls: 5.8172, loss: 5.8172, grad_norm: 6.2592 2020-10-25 08:04:49,614 - mmaction - INFO - Epoch [97][860/1492] lr: 1.000e-04, eta: 1:33:45, time: 1.023, data_time: 0.009, memory: 5812, loss_cls: 5.9064, loss: 5.9064, grad_norm: 6.3059 2020-10-25 08:05:10,856 - mmaction - INFO - Epoch [97][880/1492] lr: 1.000e-04, eta: 1:33:23, time: 1.070, data_time: 0.011, memory: 5812, loss_cls: 5.7784, loss: 5.7784, grad_norm: 6.3901 2020-10-25 08:05:31,721 - mmaction - INFO - Epoch [97][900/1492] lr: 1.000e-04, eta: 1:33:01, time: 1.029, data_time: 0.001, memory: 5812, loss_cls: 5.9325, loss: 5.9325, grad_norm: 6.4922 2020-10-25 08:05:52,576 - mmaction - INFO - Epoch [97][920/1492] lr: 1.000e-04, eta: 1:32:39, time: 1.057, data_time: 0.017, memory: 5812, loss_cls: 5.9309, loss: 5.9309, grad_norm: 6.3878 2020-10-25 08:06:12,581 - mmaction - INFO - Epoch [97][940/1492] lr: 1.000e-04, eta: 1:32:17, time: 0.997, data_time: 0.004, memory: 5812, loss_cls: 5.9221, loss: 5.9221, grad_norm: 6.4227 2020-10-25 08:06:33,938 - mmaction - INFO - Epoch [97][960/1492] lr: 1.000e-04, eta: 1:31:54, time: 1.066, data_time: 0.005, memory: 5812, loss_cls: 5.8908, loss: 5.8908, grad_norm: 6.2778 2020-10-25 08:06:55,000 - mmaction - INFO - Epoch [97][980/1492] lr: 1.000e-04, eta: 1:31:32, time: 1.056, data_time: 0.010, memory: 5812, loss_cls: 5.9293, loss: 5.9293, grad_norm: 6.6333 2020-10-25 08:07:15,802 - mmaction - INFO - Epoch [97][1000/1492] lr: 1.000e-04, eta: 1:31:10, time: 1.042, data_time: 0.005, memory: 5812, loss_cls: 5.8044, loss: 5.8044, grad_norm: 6.4181 2020-10-25 08:07:36,254 - mmaction - INFO - Epoch [97][1020/1492] lr: 1.000e-04, eta: 1:30:48, time: 1.022, data_time: 0.007, memory: 5812, loss_cls: 5.8533, loss: 5.8533, grad_norm: 6.4239 2020-10-25 08:07:57,280 - mmaction - INFO - Epoch [97][1040/1492] lr: 1.000e-04, eta: 1:30:26, time: 1.052, data_time: 0.005, memory: 5812, loss_cls: 5.8265, loss: 5.8265, grad_norm: 6.3992 2020-10-25 08:08:17,835 - mmaction - INFO - Epoch [97][1060/1492] lr: 1.000e-04, eta: 1:30:04, time: 1.024, data_time: 0.004, memory: 5812, loss_cls: 5.9821, loss: 5.9821, grad_norm: 6.4474 2020-10-25 08:08:38,854 - mmaction - INFO - Epoch [97][1080/1492] lr: 1.000e-04, eta: 1:29:42, time: 1.055, data_time: 0.005, memory: 5812, loss_cls: 5.8943, loss: 5.8943, grad_norm: 6.4708 2020-10-25 08:08:59,862 - mmaction - INFO - Epoch [97][1100/1492] lr: 1.000e-04, eta: 1:29:20, time: 1.050, data_time: 0.001, memory: 5812, loss_cls: 5.8711, loss: 5.8711, grad_norm: 6.4111 2020-10-25 08:09:20,606 - mmaction - INFO - Epoch [97][1120/1492] lr: 1.000e-04, eta: 1:28:58, time: 1.035, data_time: 0.001, memory: 5812, loss_cls: 5.8409, loss: 5.8409, grad_norm: 6.3274 2020-10-25 08:09:41,560 - mmaction - INFO - Epoch [97][1140/1492] lr: 1.000e-04, eta: 1:28:36, time: 1.046, data_time: 0.005, memory: 5812, loss_cls: 6.0445, loss: 6.0445, grad_norm: 6.5265 2020-10-25 08:10:02,432 - mmaction - INFO - Epoch [97][1160/1492] lr: 1.000e-04, eta: 1:28:14, time: 1.041, data_time: 0.009, memory: 5812, loss_cls: 5.8926, loss: 5.8926, grad_norm: 6.3826 2020-10-25 08:10:23,406 - mmaction - INFO - Epoch [97][1180/1492] lr: 1.000e-04, eta: 1:27:52, time: 1.050, data_time: 0.009, memory: 5812, loss_cls: 5.8185, loss: 5.8185, grad_norm: 6.3166 2020-10-25 08:10:44,467 - mmaction - INFO - Epoch [97][1200/1492] lr: 1.000e-04, eta: 1:27:30, time: 1.054, data_time: 0.008, memory: 5812, loss_cls: 5.8741, loss: 5.8741, grad_norm: 6.2799 2020-10-25 08:11:05,695 - mmaction - INFO - Epoch [97][1220/1492] lr: 1.000e-04, eta: 1:27:08, time: 1.066, data_time: 0.008, memory: 5812, loss_cls: 5.8587, loss: 5.8587, grad_norm: 6.4204 2020-10-25 08:11:26,596 - mmaction - INFO - Epoch [97][1240/1492] lr: 1.000e-04, eta: 1:26:46, time: 1.045, data_time: 0.001, memory: 5812, loss_cls: 5.8452, loss: 5.8452, grad_norm: 6.1651 2020-10-25 08:11:47,676 - mmaction - INFO - Epoch [97][1260/1492] lr: 1.000e-04, eta: 1:26:24, time: 1.043, data_time: 0.004, memory: 5812, loss_cls: 5.7687, loss: 5.7687, grad_norm: 6.2573 2020-10-25 08:12:08,093 - mmaction - INFO - Epoch [97][1280/1492] lr: 1.000e-04, eta: 1:26:01, time: 1.017, data_time: 0.013, memory: 5812, loss_cls: 5.9371, loss: 5.9371, grad_norm: 6.5010 2020-10-25 08:12:29,075 - mmaction - INFO - Epoch [97][1300/1492] lr: 1.000e-04, eta: 1:25:39, time: 1.063, data_time: 0.016, memory: 5812, loss_cls: 5.9426, loss: 5.9426, grad_norm: 6.5445 2020-10-25 08:12:50,384 - mmaction - INFO - Epoch [97][1320/1492] lr: 1.000e-04, eta: 1:25:17, time: 1.062, data_time: 0.001, memory: 5812, loss_cls: 5.8960, loss: 5.8960, grad_norm: 6.4228 2020-10-25 08:13:11,816 - mmaction - INFO - Epoch [97][1340/1492] lr: 1.000e-04, eta: 1:24:55, time: 1.075, data_time: 0.007, memory: 5812, loss_cls: 5.8727, loss: 5.8727, grad_norm: 6.4038 2020-10-25 08:13:32,380 - mmaction - INFO - Epoch [97][1360/1492] lr: 1.000e-04, eta: 1:24:33, time: 1.028, data_time: 0.002, memory: 5812, loss_cls: 5.9414, loss: 5.9414, grad_norm: 6.4903 2020-10-25 08:13:53,305 - mmaction - INFO - Epoch [97][1380/1492] lr: 1.000e-04, eta: 1:24:11, time: 1.036, data_time: 0.002, memory: 5812, loss_cls: 5.9100, loss: 5.9100, grad_norm: 6.5535 2020-10-25 08:14:14,235 - mmaction - INFO - Epoch [97][1400/1492] lr: 1.000e-04, eta: 1:23:49, time: 1.049, data_time: 0.013, memory: 5812, loss_cls: 5.8049, loss: 5.8049, grad_norm: 6.3644 2020-10-25 08:14:35,893 - mmaction - INFO - Epoch [97][1420/1492] lr: 1.000e-04, eta: 1:23:27, time: 1.090, data_time: 0.011, memory: 5812, loss_cls: 5.7794, loss: 5.7794, grad_norm: 6.3700 2020-10-25 08:14:56,447 - mmaction - INFO - Epoch [97][1440/1492] lr: 1.000e-04, eta: 1:23:05, time: 1.026, data_time: 0.002, memory: 5812, loss_cls: 5.8787, loss: 5.8787, grad_norm: 6.4680 2020-10-25 08:15:17,440 - mmaction - INFO - Epoch [97][1460/1492] lr: 1.000e-04, eta: 1:22:43, time: 1.041, data_time: 0.004, memory: 5812, loss_cls: 5.8696, loss: 5.8696, grad_norm: 6.3561 2020-10-25 08:15:38,133 - mmaction - INFO - Epoch [97][1480/1492] lr: 1.000e-04, eta: 1:22:21, time: 1.042, data_time: 0.013, memory: 5812, loss_cls: 5.9376, loss: 5.9376, grad_norm: 6.4523 2020-10-25 08:16:23,112 - mmaction - INFO - Epoch [98][20/1492] lr: 1.000e-04, eta: 1:21:46, time: 1.648, data_time: 0.777, memory: 5812, loss_cls: 5.9147, loss: 5.9147, grad_norm: 6.5962 2020-10-25 08:16:45,228 - mmaction - INFO - Epoch [98][40/1492] lr: 1.000e-04, eta: 1:21:24, time: 1.110, data_time: 0.022, memory: 5812, loss_cls: 5.8155, loss: 5.8155, grad_norm: 6.3543 2020-10-25 08:17:07,213 - mmaction - INFO - Epoch [98][60/1492] lr: 1.000e-04, eta: 1:21:02, time: 1.098, data_time: 0.004, memory: 5812, loss_cls: 5.7895, loss: 5.7895, grad_norm: 6.2176 2020-10-25 08:17:29,063 - mmaction - INFO - Epoch [98][80/1492] lr: 1.000e-04, eta: 1:20:40, time: 1.090, data_time: 0.005, memory: 5812, loss_cls: 6.0464, loss: 6.0464, grad_norm: 6.5128 2020-10-25 08:17:50,305 - mmaction - INFO - Epoch [98][100/1492] lr: 1.000e-04, eta: 1:20:18, time: 1.059, data_time: 0.009, memory: 5812, loss_cls: 5.8676, loss: 5.8676, grad_norm: 6.3377 2020-10-25 08:18:11,523 - mmaction - INFO - Epoch [98][120/1492] lr: 1.000e-04, eta: 1:19:55, time: 1.066, data_time: 0.009, memory: 5812, loss_cls: 5.8301, loss: 5.8301, grad_norm: 6.2606 2020-10-25 08:18:33,087 - mmaction - INFO - Epoch [98][140/1492] lr: 1.000e-04, eta: 1:19:33, time: 1.080, data_time: 0.004, memory: 5812, loss_cls: 5.9470, loss: 5.9470, grad_norm: 6.3695 2020-10-25 08:18:53,796 - mmaction - INFO - Epoch [98][160/1492] lr: 1.000e-04, eta: 1:19:11, time: 1.031, data_time: 0.003, memory: 5812, loss_cls: 5.8286, loss: 5.8286, grad_norm: 6.3803 2020-10-25 08:19:15,202 - mmaction - INFO - Epoch [98][180/1492] lr: 1.000e-04, eta: 1:18:49, time: 1.071, data_time: 0.008, memory: 5812, loss_cls: 5.8718, loss: 5.8718, grad_norm: 6.3210 2020-10-25 08:19:36,670 - mmaction - INFO - Epoch [98][200/1492] lr: 1.000e-04, eta: 1:18:27, time: 1.070, data_time: 0.010, memory: 5812, loss_cls: 5.8223, loss: 5.8223, grad_norm: 6.3022 2020-10-25 08:19:58,623 - mmaction - INFO - Epoch [98][220/1492] lr: 1.000e-04, eta: 1:18:05, time: 1.100, data_time: 0.011, memory: 5812, loss_cls: 5.9068, loss: 5.9068, grad_norm: 6.3639 2020-10-25 08:20:20,391 - mmaction - INFO - Epoch [98][240/1492] lr: 1.000e-04, eta: 1:17:43, time: 1.084, data_time: 0.009, memory: 5812, loss_cls: 5.8435, loss: 5.8435, grad_norm: 6.3640 2020-10-25 08:20:41,670 - mmaction - INFO - Epoch [98][260/1492] lr: 1.000e-04, eta: 1:17:21, time: 1.072, data_time: 0.015, memory: 5812, loss_cls: 5.8833, loss: 5.8833, grad_norm: 6.4446 2020-10-25 08:21:02,891 - mmaction - INFO - Epoch [98][280/1492] lr: 1.000e-04, eta: 1:16:59, time: 1.054, data_time: 0.005, memory: 5812, loss_cls: 5.9884, loss: 5.9884, grad_norm: 6.5203 2020-10-25 08:21:23,624 - mmaction - INFO - Epoch [98][300/1492] lr: 1.000e-04, eta: 1:16:37, time: 1.045, data_time: 0.012, memory: 5812, loss_cls: 5.8860, loss: 5.8860, grad_norm: 6.5507 2020-10-25 08:21:45,030 - mmaction - INFO - Epoch [98][320/1492] lr: 1.000e-04, eta: 1:16:15, time: 1.063, data_time: 0.003, memory: 5812, loss_cls: 5.7387, loss: 5.7387, grad_norm: 6.3442 2020-10-25 08:22:06,395 - mmaction - INFO - Epoch [98][340/1492] lr: 1.000e-04, eta: 1:15:53, time: 1.066, data_time: 0.015, memory: 5812, loss_cls: 5.8698, loss: 5.8698, grad_norm: 6.5192 2020-10-25 08:22:27,633 - mmaction - INFO - Epoch [98][360/1492] lr: 1.000e-04, eta: 1:15:31, time: 1.074, data_time: 0.020, memory: 5812, loss_cls: 5.8298, loss: 5.8298, grad_norm: 6.3565 2020-10-25 08:22:48,891 - mmaction - INFO - Epoch [98][380/1492] lr: 1.000e-04, eta: 1:15:09, time: 1.058, data_time: 0.004, memory: 5812, loss_cls: 5.8776, loss: 5.8776, grad_norm: 6.4286 2020-10-25 08:23:09,595 - mmaction - INFO - Epoch [98][400/1492] lr: 1.000e-04, eta: 1:14:47, time: 1.035, data_time: 0.006, memory: 5812, loss_cls: 5.8516, loss: 5.8516, grad_norm: 6.3599 2020-10-25 08:23:30,816 - mmaction - INFO - Epoch [98][420/1492] lr: 1.000e-04, eta: 1:14:25, time: 1.066, data_time: 0.006, memory: 5812, loss_cls: 5.8754, loss: 5.8754, grad_norm: 6.3725 2020-10-25 08:23:52,593 - mmaction - INFO - Epoch [98][440/1492] lr: 1.000e-04, eta: 1:14:03, time: 1.085, data_time: 0.003, memory: 5812, loss_cls: 5.9387, loss: 5.9387, grad_norm: 6.4470 2020-10-25 08:24:13,671 - mmaction - INFO - Epoch [98][460/1492] lr: 1.000e-04, eta: 1:13:41, time: 1.055, data_time: 0.005, memory: 5812, loss_cls: 5.7755, loss: 5.7755, grad_norm: 6.2333 2020-10-25 08:24:34,872 - mmaction - INFO - Epoch [98][480/1492] lr: 1.000e-04, eta: 1:13:19, time: 1.061, data_time: 0.005, memory: 5812, loss_cls: 5.9377, loss: 5.9377, grad_norm: 6.4422 2020-10-25 08:24:55,827 - mmaction - INFO - Epoch [98][500/1492] lr: 1.000e-04, eta: 1:12:57, time: 1.045, data_time: 0.003, memory: 5812, loss_cls: 5.8921, loss: 5.8921, grad_norm: 6.3574 2020-10-25 08:25:16,963 - mmaction - INFO - Epoch [98][520/1492] lr: 1.000e-04, eta: 1:12:35, time: 1.057, data_time: 0.006, memory: 5812, loss_cls: 5.8613, loss: 5.8613, grad_norm: 6.3883 2020-10-25 08:25:38,169 - mmaction - INFO - Epoch [98][540/1492] lr: 1.000e-04, eta: 1:12:13, time: 1.058, data_time: 0.006, memory: 5812, loss_cls: 5.8687, loss: 5.8687, grad_norm: 6.2948 2020-10-25 08:25:58,534 - mmaction - INFO - Epoch [98][560/1492] lr: 1.000e-04, eta: 1:11:51, time: 1.024, data_time: 0.009, memory: 5812, loss_cls: 5.7656, loss: 5.7656, grad_norm: 6.2962 2020-10-25 08:26:19,879 - mmaction - INFO - Epoch [98][580/1492] lr: 1.000e-04, eta: 1:11:29, time: 1.060, data_time: 0.002, memory: 5812, loss_cls: 5.9521, loss: 5.9521, grad_norm: 6.4211 2020-10-25 08:26:41,358 - mmaction - INFO - Epoch [98][600/1492] lr: 1.000e-04, eta: 1:11:07, time: 1.068, data_time: 0.009, memory: 5812, loss_cls: 5.8915, loss: 5.8915, grad_norm: 6.4070 2020-10-25 08:27:02,322 - mmaction - INFO - Epoch [98][620/1492] lr: 1.000e-04, eta: 1:10:44, time: 1.054, data_time: 0.016, memory: 5812, loss_cls: 5.7528, loss: 5.7528, grad_norm: 6.1299 2020-10-25 08:27:23,250 - mmaction - INFO - Epoch [98][640/1492] lr: 1.000e-04, eta: 1:10:22, time: 1.053, data_time: 0.013, memory: 5812, loss_cls: 5.9446, loss: 5.9446, grad_norm: 6.4047 2020-10-25 08:27:44,361 - mmaction - INFO - Epoch [98][660/1492] lr: 1.000e-04, eta: 1:10:00, time: 1.054, data_time: 0.004, memory: 5812, loss_cls: 5.9497, loss: 5.9497, grad_norm: 6.4230 2020-10-25 08:28:06,173 - mmaction - INFO - Epoch [98][680/1492] lr: 1.000e-04, eta: 1:09:38, time: 1.093, data_time: 0.009, memory: 5812, loss_cls: 5.7987, loss: 5.7987, grad_norm: 6.3733 2020-10-25 08:28:27,262 - mmaction - INFO - Epoch [98][700/1492] lr: 1.000e-04, eta: 1:09:16, time: 1.052, data_time: 0.003, memory: 5812, loss_cls: 5.8965, loss: 5.8965, grad_norm: 6.2950 2020-10-25 08:28:48,828 - mmaction - INFO - Epoch [98][720/1492] lr: 1.000e-04, eta: 1:08:54, time: 1.077, data_time: 0.006, memory: 5812, loss_cls: 5.7242, loss: 5.7242, grad_norm: 6.2940 2020-10-25 08:29:10,061 - mmaction - INFO - Epoch [98][740/1492] lr: 1.000e-04, eta: 1:08:32, time: 1.055, data_time: 0.009, memory: 5812, loss_cls: 5.9002, loss: 5.9002, grad_norm: 6.3724 2020-10-25 08:29:31,165 - mmaction - INFO - Epoch [98][760/1492] lr: 1.000e-04, eta: 1:08:10, time: 1.061, data_time: 0.013, memory: 5812, loss_cls: 5.9424, loss: 5.9424, grad_norm: 6.3587 2020-10-25 08:29:52,149 - mmaction - INFO - Epoch [98][780/1492] lr: 1.000e-04, eta: 1:07:48, time: 1.051, data_time: 0.006, memory: 5812, loss_cls: 5.8348, loss: 5.8348, grad_norm: 6.3636 2020-10-25 08:30:13,388 - mmaction - INFO - Epoch [98][800/1492] lr: 1.000e-04, eta: 1:07:26, time: 1.052, data_time: 0.006, memory: 5812, loss_cls: 5.9379, loss: 5.9379, grad_norm: 6.4650 2020-10-25 08:30:34,458 - mmaction - INFO - Epoch [98][820/1492] lr: 1.000e-04, eta: 1:07:04, time: 1.062, data_time: 0.015, memory: 5812, loss_cls: 5.9020, loss: 5.9020, grad_norm: 6.3798 2020-10-25 08:30:55,658 - mmaction - INFO - Epoch [98][840/1492] lr: 1.000e-04, eta: 1:06:42, time: 1.057, data_time: 0.007, memory: 5812, loss_cls: 5.8316, loss: 5.8316, grad_norm: 6.4022 2020-10-25 08:31:16,352 - mmaction - INFO - Epoch [98][860/1492] lr: 1.000e-04, eta: 1:06:20, time: 1.039, data_time: 0.009, memory: 5812, loss_cls: 5.9205, loss: 5.9205, grad_norm: 6.4070 2020-10-25 08:31:37,600 - mmaction - INFO - Epoch [98][880/1492] lr: 1.000e-04, eta: 1:05:58, time: 1.062, data_time: 0.005, memory: 5812, loss_cls: 5.9005, loss: 5.9005, grad_norm: 6.4755 2020-10-25 08:31:59,556 - mmaction - INFO - Epoch [98][900/1492] lr: 1.000e-04, eta: 1:05:36, time: 1.100, data_time: 0.007, memory: 5812, loss_cls: 5.9861, loss: 5.9861, grad_norm: 6.6205 2020-10-25 08:32:20,203 - mmaction - INFO - Epoch [98][920/1492] lr: 1.000e-04, eta: 1:05:14, time: 1.031, data_time: 0.004, memory: 5812, loss_cls: 5.8301, loss: 5.8301, grad_norm: 6.3081 2020-10-25 08:32:40,776 - mmaction - INFO - Epoch [98][940/1492] lr: 1.000e-04, eta: 1:04:52, time: 1.032, data_time: 0.010, memory: 5812, loss_cls: 5.7541, loss: 5.7541, grad_norm: 6.3363 2020-10-25 08:33:01,804 - mmaction - INFO - Epoch [98][960/1492] lr: 1.000e-04, eta: 1:04:30, time: 1.035, data_time: 0.005, memory: 5812, loss_cls: 5.9173, loss: 5.9173, grad_norm: 6.3681 2020-10-25 08:33:22,673 - mmaction - INFO - Epoch [98][980/1492] lr: 1.000e-04, eta: 1:04:08, time: 1.056, data_time: 0.025, memory: 5812, loss_cls: 5.8744, loss: 5.8744, grad_norm: 6.4254 2020-10-25 08:33:44,644 - mmaction - INFO - Epoch [98][1000/1492] lr: 1.000e-04, eta: 1:03:46, time: 1.091, data_time: 0.007, memory: 5812, loss_cls: 5.8832, loss: 5.8832, grad_norm: 6.4700 2020-10-25 08:34:05,486 - mmaction - INFO - Epoch [98][1020/1492] lr: 1.000e-04, eta: 1:03:24, time: 1.049, data_time: 0.014, memory: 5812, loss_cls: 5.7993, loss: 5.7993, grad_norm: 6.2661 2020-10-25 08:34:26,151 - mmaction - INFO - Epoch [98][1040/1492] lr: 1.000e-04, eta: 1:03:02, time: 1.037, data_time: 0.008, memory: 5812, loss_cls: 5.7407, loss: 5.7407, grad_norm: 6.3347 2020-10-25 08:34:47,590 - mmaction - INFO - Epoch [98][1060/1492] lr: 1.000e-04, eta: 1:02:40, time: 1.070, data_time: 0.004, memory: 5812, loss_cls: 6.0329, loss: 6.0329, grad_norm: 6.5788 2020-10-25 08:35:08,432 - mmaction - INFO - Epoch [98][1080/1492] lr: 1.000e-04, eta: 1:02:18, time: 1.044, data_time: 0.004, memory: 5812, loss_cls: 5.8730, loss: 5.8730, grad_norm: 6.4129 2020-10-25 08:35:29,472 - mmaction - INFO - Epoch [98][1100/1492] lr: 1.000e-04, eta: 1:01:56, time: 1.048, data_time: 0.003, memory: 5812, loss_cls: 5.9130, loss: 5.9130, grad_norm: 6.4515 2020-10-25 08:35:50,500 - mmaction - INFO - Epoch [98][1120/1492] lr: 1.000e-04, eta: 1:01:34, time: 1.051, data_time: 0.011, memory: 5812, loss_cls: 5.8842, loss: 5.8842, grad_norm: 6.3720 2020-10-25 08:36:11,478 - mmaction - INFO - Epoch [98][1140/1492] lr: 1.000e-04, eta: 1:01:11, time: 1.044, data_time: 0.012, memory: 5812, loss_cls: 5.8247, loss: 5.8247, grad_norm: 6.3273 2020-10-25 08:36:32,344 - mmaction - INFO - Epoch [98][1160/1492] lr: 1.000e-04, eta: 1:00:49, time: 1.052, data_time: 0.016, memory: 5812, loss_cls: 5.9192, loss: 5.9192, grad_norm: 6.3802 2020-10-25 08:36:52,929 - mmaction - INFO - Epoch [98][1180/1492] lr: 1.000e-04, eta: 1:00:27, time: 1.026, data_time: 0.005, memory: 5812, loss_cls: 5.9660, loss: 5.9660, grad_norm: 6.3834 2020-10-25 08:37:14,156 - mmaction - INFO - Epoch [98][1200/1492] lr: 1.000e-04, eta: 1:00:05, time: 1.057, data_time: 0.006, memory: 5812, loss_cls: 5.8926, loss: 5.8926, grad_norm: 6.3753 2020-10-25 08:37:34,736 - mmaction - INFO - Epoch [98][1220/1492] lr: 1.000e-04, eta: 0:59:43, time: 1.037, data_time: 0.010, memory: 5812, loss_cls: 5.9660, loss: 5.9660, grad_norm: 6.3991 2020-10-25 08:37:56,463 - mmaction - INFO - Epoch [98][1240/1492] lr: 1.000e-04, eta: 0:59:21, time: 1.082, data_time: 0.003, memory: 5812, loss_cls: 5.8197, loss: 5.8197, grad_norm: 6.3734 2020-10-25 08:38:17,097 - mmaction - INFO - Epoch [98][1260/1492] lr: 1.000e-04, eta: 0:58:59, time: 1.034, data_time: 0.007, memory: 5812, loss_cls: 5.8779, loss: 5.8779, grad_norm: 6.4926 2020-10-25 08:38:38,317 - mmaction - INFO - Epoch [98][1280/1492] lr: 1.000e-04, eta: 0:58:37, time: 1.059, data_time: 0.004, memory: 5812, loss_cls: 5.8391, loss: 5.8391, grad_norm: 6.3060 2020-10-25 08:38:59,345 - mmaction - INFO - Epoch [98][1300/1492] lr: 1.000e-04, eta: 0:58:15, time: 1.054, data_time: 0.007, memory: 5812, loss_cls: 5.8128, loss: 5.8128, grad_norm: 6.3395 2020-10-25 08:39:20,748 - mmaction - INFO - Epoch [98][1320/1492] lr: 1.000e-04, eta: 0:57:53, time: 1.060, data_time: 0.004, memory: 5812, loss_cls: 5.8350, loss: 5.8350, grad_norm: 6.3133 2020-10-25 08:39:42,215 - mmaction - INFO - Epoch [98][1340/1492] lr: 1.000e-04, eta: 0:57:31, time: 1.081, data_time: 0.014, memory: 5812, loss_cls: 5.8157, loss: 5.8157, grad_norm: 6.3656 2020-10-25 08:40:03,257 - mmaction - INFO - Epoch [98][1360/1492] lr: 1.000e-04, eta: 0:57:09, time: 1.050, data_time: 0.007, memory: 5812, loss_cls: 5.9390, loss: 5.9390, grad_norm: 6.6044 2020-10-25 08:40:24,727 - mmaction - INFO - Epoch [98][1380/1492] lr: 1.000e-04, eta: 0:56:47, time: 1.073, data_time: 0.007, memory: 5812, loss_cls: 5.8602, loss: 5.8602, grad_norm: 6.3983 2020-10-25 08:40:45,617 - mmaction - INFO - Epoch [98][1400/1492] lr: 1.000e-04, eta: 0:56:25, time: 1.049, data_time: 0.009, memory: 5812, loss_cls: 5.8640, loss: 5.8640, grad_norm: 6.3927 2020-10-25 08:41:06,668 - mmaction - INFO - Epoch [98][1420/1492] lr: 1.000e-04, eta: 0:56:03, time: 1.053, data_time: 0.006, memory: 5812, loss_cls: 5.9090, loss: 5.9090, grad_norm: 6.6241 2020-10-25 08:41:27,645 - mmaction - INFO - Epoch [98][1440/1492] lr: 1.000e-04, eta: 0:55:41, time: 1.050, data_time: 0.003, memory: 5812, loss_cls: 5.8788, loss: 5.8788, grad_norm: 6.3819 2020-10-25 08:41:48,619 - mmaction - INFO - Epoch [98][1460/1492] lr: 1.000e-04, eta: 0:55:19, time: 1.045, data_time: 0.007, memory: 5812, loss_cls: 5.9030, loss: 5.9030, grad_norm: 6.4165 2020-10-25 08:42:09,242 - mmaction - INFO - Epoch [98][1480/1492] lr: 1.000e-04, eta: 0:54:57, time: 1.027, data_time: 0.006, memory: 5812, loss_cls: 5.7188, loss: 5.7188, grad_norm: 6.3621 2020-10-25 08:42:56,017 - mmaction - INFO - Epoch [99][20/1492] lr: 1.000e-04, eta: 0:54:22, time: 1.763, data_time: 0.779, memory: 5812, loss_cls: 5.9728, loss: 5.9728, grad_norm: 6.5036 2020-10-25 08:43:20,080 - mmaction - INFO - Epoch [99][40/1492] lr: 1.000e-04, eta: 0:54:00, time: 1.204, data_time: 0.009, memory: 5812, loss_cls: 5.8777, loss: 5.8777, grad_norm: 6.4142 2020-10-25 08:43:42,732 - mmaction - INFO - Epoch [99][60/1492] lr: 1.000e-04, eta: 0:53:38, time: 1.131, data_time: 0.002, memory: 5812, loss_cls: 5.8427, loss: 5.8427, grad_norm: 6.4291 2020-10-25 08:44:05,289 - mmaction - INFO - Epoch [99][80/1492] lr: 1.000e-04, eta: 0:53:16, time: 1.118, data_time: 0.005, memory: 5812, loss_cls: 5.9817, loss: 5.9817, grad_norm: 6.4980 2020-10-25 08:44:27,609 - mmaction - INFO - Epoch [99][100/1492] lr: 1.000e-04, eta: 0:52:54, time: 1.126, data_time: 0.015, memory: 5812, loss_cls: 5.8610, loss: 5.8610, grad_norm: 6.4697 2020-10-25 08:44:49,321 - mmaction - INFO - Epoch [99][120/1492] lr: 1.000e-04, eta: 0:52:32, time: 1.086, data_time: 0.004, memory: 5812, loss_cls: 5.7766, loss: 5.7766, grad_norm: 6.3032 2020-10-25 08:45:10,742 - mmaction - INFO - Epoch [99][140/1492] lr: 1.000e-04, eta: 0:52:10, time: 1.070, data_time: 0.003, memory: 5812, loss_cls: 5.7573, loss: 5.7573, grad_norm: 6.2064 2020-10-25 08:45:32,727 - mmaction - INFO - Epoch [99][160/1492] lr: 1.000e-04, eta: 0:51:48, time: 1.100, data_time: 0.003, memory: 5812, loss_cls: 5.8426, loss: 5.8426, grad_norm: 6.3562 2020-10-25 08:45:53,911 - mmaction - INFO - Epoch [99][180/1492] lr: 1.000e-04, eta: 0:51:26, time: 1.059, data_time: 0.001, memory: 5812, loss_cls: 5.9458, loss: 5.9458, grad_norm: 6.4514 2020-10-25 08:46:16,377 - mmaction - INFO - Epoch [99][200/1492] lr: 1.000e-04, eta: 0:51:04, time: 1.118, data_time: 0.003, memory: 5812, loss_cls: 5.9118, loss: 5.9118, grad_norm: 6.2981 2020-10-25 08:46:38,597 - mmaction - INFO - Epoch [99][220/1492] lr: 1.000e-04, eta: 0:50:42, time: 1.115, data_time: 0.010, memory: 5812, loss_cls: 5.8075, loss: 5.8075, grad_norm: 6.3078 2020-10-25 08:47:00,501 - mmaction - INFO - Epoch [99][240/1492] lr: 1.000e-04, eta: 0:50:20, time: 1.091, data_time: 0.003, memory: 5812, loss_cls: 5.8276, loss: 5.8276, grad_norm: 6.4373 2020-10-25 08:47:21,863 - mmaction - INFO - Epoch [99][260/1492] lr: 1.000e-04, eta: 0:49:58, time: 1.071, data_time: 0.006, memory: 5812, loss_cls: 5.9047, loss: 5.9047, grad_norm: 6.4149 2020-10-25 08:47:42,690 - mmaction - INFO - Epoch [99][280/1492] lr: 1.000e-04, eta: 0:49:36, time: 1.042, data_time: 0.004, memory: 5812, loss_cls: 5.8743, loss: 5.8743, grad_norm: 6.3985 2020-10-25 08:48:03,991 - mmaction - INFO - Epoch [99][300/1492] lr: 1.000e-04, eta: 0:49:14, time: 1.064, data_time: 0.004, memory: 5812, loss_cls: 5.7072, loss: 5.7072, grad_norm: 6.2441 2020-10-25 08:48:25,043 - mmaction - INFO - Epoch [99][320/1492] lr: 1.000e-04, eta: 0:48:51, time: 1.052, data_time: 0.004, memory: 5812, loss_cls: 5.8601, loss: 5.8601, grad_norm: 6.3774 2020-10-25 08:48:46,352 - mmaction - INFO - Epoch [99][340/1492] lr: 1.000e-04, eta: 0:48:29, time: 1.063, data_time: 0.005, memory: 5812, loss_cls: 5.7404, loss: 5.7404, grad_norm: 6.2196 2020-10-25 08:49:07,701 - mmaction - INFO - Epoch [99][360/1492] lr: 1.000e-04, eta: 0:48:07, time: 1.071, data_time: 0.006, memory: 5812, loss_cls: 5.8210, loss: 5.8210, grad_norm: 6.4692 2020-10-25 08:49:28,568 - mmaction - INFO - Epoch [99][380/1492] lr: 1.000e-04, eta: 0:47:45, time: 1.032, data_time: 0.005, memory: 5812, loss_cls: 5.8420, loss: 5.8420, grad_norm: 6.3787 2020-10-25 08:49:49,883 - mmaction - INFO - Epoch [99][400/1492] lr: 1.000e-04, eta: 0:47:23, time: 1.074, data_time: 0.013, memory: 5812, loss_cls: 5.8165, loss: 5.8165, grad_norm: 6.3976 2020-10-25 08:50:12,236 - mmaction - INFO - Epoch [99][420/1492] lr: 1.000e-04, eta: 0:47:01, time: 1.113, data_time: 0.006, memory: 5812, loss_cls: 5.9343, loss: 5.9343, grad_norm: 6.4851 2020-10-25 08:50:33,796 - mmaction - INFO - Epoch [99][440/1492] lr: 1.000e-04, eta: 0:46:39, time: 1.083, data_time: 0.014, memory: 5812, loss_cls: 5.8630, loss: 5.8630, grad_norm: 6.3326 2020-10-25 08:50:55,586 - mmaction - INFO - Epoch [99][460/1492] lr: 1.000e-04, eta: 0:46:17, time: 1.090, data_time: 0.006, memory: 5812, loss_cls: 5.7773, loss: 5.7773, grad_norm: 6.2927 2020-10-25 08:51:17,081 - mmaction - INFO - Epoch [99][480/1492] lr: 1.000e-04, eta: 0:45:55, time: 1.075, data_time: 0.007, memory: 5812, loss_cls: 5.8106, loss: 5.8106, grad_norm: 6.3279 2020-10-25 08:51:38,512 - mmaction - INFO - Epoch [99][500/1492] lr: 1.000e-04, eta: 0:45:33, time: 1.069, data_time: 0.005, memory: 5812, loss_cls: 5.8398, loss: 5.8398, grad_norm: 6.3775 2020-10-25 08:51:59,955 - mmaction - INFO - Epoch [99][520/1492] lr: 1.000e-04, eta: 0:45:11, time: 1.075, data_time: 0.016, memory: 5812, loss_cls: 5.8618, loss: 5.8618, grad_norm: 6.4178 2020-10-25 08:52:21,522 - mmaction - INFO - Epoch [99][540/1492] lr: 1.000e-04, eta: 0:44:49, time: 1.074, data_time: 0.004, memory: 5812, loss_cls: 5.8786, loss: 5.8786, grad_norm: 6.3636 2020-10-25 08:52:42,808 - mmaction - INFO - Epoch [99][560/1492] lr: 1.000e-04, eta: 0:44:27, time: 1.069, data_time: 0.010, memory: 5812, loss_cls: 5.8601, loss: 5.8601, grad_norm: 6.3428 2020-10-25 08:53:04,019 - mmaction - INFO - Epoch [99][580/1492] lr: 1.000e-04, eta: 0:44:05, time: 1.050, data_time: 0.004, memory: 5812, loss_cls: 5.7970, loss: 5.7970, grad_norm: 6.3932 2020-10-25 08:53:25,632 - mmaction - INFO - Epoch [99][600/1492] lr: 1.000e-04, eta: 0:43:43, time: 1.091, data_time: 0.016, memory: 5812, loss_cls: 5.8545, loss: 5.8545, grad_norm: 6.4391 2020-10-25 08:53:47,062 - mmaction - INFO - Epoch [99][620/1492] lr: 1.000e-04, eta: 0:43:21, time: 1.074, data_time: 0.004, memory: 5812, loss_cls: 5.8702, loss: 5.8702, grad_norm: 6.4586 2020-10-25 08:54:08,312 - mmaction - INFO - Epoch [99][640/1492] lr: 1.000e-04, eta: 0:42:59, time: 1.057, data_time: 0.006, memory: 5812, loss_cls: 5.9131, loss: 5.9131, grad_norm: 6.4515 2020-10-25 08:54:30,067 - mmaction - INFO - Epoch [99][660/1492] lr: 1.000e-04, eta: 0:42:37, time: 1.082, data_time: 0.008, memory: 5812, loss_cls: 5.9427, loss: 5.9427, grad_norm: 6.4741 2020-10-25 08:54:51,082 - mmaction - INFO - Epoch [99][680/1492] lr: 1.000e-04, eta: 0:42:15, time: 1.060, data_time: 0.020, memory: 5812, loss_cls: 5.8437, loss: 5.8437, grad_norm: 6.3976 2020-10-25 08:55:12,563 - mmaction - INFO - Epoch [99][700/1492] lr: 1.000e-04, eta: 0:41:53, time: 1.068, data_time: 0.009, memory: 5812, loss_cls: 5.8429, loss: 5.8429, grad_norm: 6.4718 2020-10-25 08:55:33,566 - mmaction - INFO - Epoch [99][720/1492] lr: 1.000e-04, eta: 0:41:31, time: 1.054, data_time: 0.009, memory: 5812, loss_cls: 5.8569, loss: 5.8569, grad_norm: 6.4446 2020-10-25 08:55:54,719 - mmaction - INFO - Epoch [99][740/1492] lr: 1.000e-04, eta: 0:41:09, time: 1.058, data_time: 0.006, memory: 5812, loss_cls: 5.9418, loss: 5.9418, grad_norm: 6.3612 2020-10-25 08:56:16,377 - mmaction - INFO - Epoch [99][760/1492] lr: 1.000e-04, eta: 0:40:47, time: 1.082, data_time: 0.004, memory: 5812, loss_cls: 5.9044, loss: 5.9044, grad_norm: 6.4916 2020-10-25 08:56:37,611 - mmaction - INFO - Epoch [99][780/1492] lr: 1.000e-04, eta: 0:40:25, time: 1.065, data_time: 0.006, memory: 5812, loss_cls: 5.9418, loss: 5.9418, grad_norm: 6.5335 2020-10-25 08:56:58,708 - mmaction - INFO - Epoch [99][800/1492] lr: 1.000e-04, eta: 0:40:03, time: 1.047, data_time: 0.004, memory: 5812, loss_cls: 5.8253, loss: 5.8253, grad_norm: 6.4336 2020-10-25 08:57:20,008 - mmaction - INFO - Epoch [99][820/1492] lr: 1.000e-04, eta: 0:39:41, time: 1.068, data_time: 0.010, memory: 5812, loss_cls: 5.8872, loss: 5.8872, grad_norm: 6.3981 2020-10-25 08:57:40,859 - mmaction - INFO - Epoch [99][840/1492] lr: 1.000e-04, eta: 0:39:19, time: 1.044, data_time: 0.006, memory: 5812, loss_cls: 5.8549, loss: 5.8549, grad_norm: 6.3270 2020-10-25 08:58:01,663 - mmaction - INFO - Epoch [99][860/1492] lr: 1.000e-04, eta: 0:38:57, time: 1.043, data_time: 0.007, memory: 5812, loss_cls: 5.9052, loss: 5.9052, grad_norm: 6.3726 2020-10-25 08:58:22,867 - mmaction - INFO - Epoch [99][880/1492] lr: 1.000e-04, eta: 0:38:35, time: 1.060, data_time: 0.003, memory: 5812, loss_cls: 5.8724, loss: 5.8724, grad_norm: 6.3944 2020-10-25 08:58:43,947 - mmaction - INFO - Epoch [99][900/1492] lr: 1.000e-04, eta: 0:38:13, time: 1.049, data_time: 0.001, memory: 5812, loss_cls: 5.9693, loss: 5.9693, grad_norm: 6.5343 2020-10-25 08:59:04,621 - mmaction - INFO - Epoch [99][920/1492] lr: 1.000e-04, eta: 0:37:51, time: 1.038, data_time: 0.007, memory: 5812, loss_cls: 5.7953, loss: 5.7953, grad_norm: 6.3271 2020-10-25 08:59:25,808 - mmaction - INFO - Epoch [99][940/1492] lr: 1.000e-04, eta: 0:37:29, time: 1.054, data_time: 0.003, memory: 5812, loss_cls: 5.9151, loss: 5.9151, grad_norm: 6.3272 2020-10-25 08:59:46,644 - mmaction - INFO - Epoch [99][960/1492] lr: 1.000e-04, eta: 0:37:07, time: 1.047, data_time: 0.009, memory: 5812, loss_cls: 5.8492, loss: 5.8492, grad_norm: 6.3859 2020-10-25 09:00:07,272 - mmaction - INFO - Epoch [99][980/1492] lr: 1.000e-04, eta: 0:36:45, time: 1.028, data_time: 0.002, memory: 5812, loss_cls: 5.7422, loss: 5.7422, grad_norm: 6.2722 2020-10-25 09:00:29,273 - mmaction - INFO - Epoch [99][1000/1492] lr: 1.000e-04, eta: 0:36:23, time: 1.103, data_time: 0.004, memory: 5812, loss_cls: 5.8417, loss: 5.8417, grad_norm: 6.4640 2020-10-25 09:00:50,951 - mmaction - INFO - Epoch [99][1020/1492] lr: 1.000e-04, eta: 0:36:01, time: 1.076, data_time: 0.002, memory: 5812, loss_cls: 5.8282, loss: 5.8282, grad_norm: 6.2643 2020-10-25 09:01:12,649 - mmaction - INFO - Epoch [99][1040/1492] lr: 1.000e-04, eta: 0:35:39, time: 1.090, data_time: 0.010, memory: 5812, loss_cls: 5.8405, loss: 5.8405, grad_norm: 6.4012 2020-10-25 09:01:34,689 - mmaction - INFO - Epoch [99][1060/1492] lr: 1.000e-04, eta: 0:35:17, time: 1.104, data_time: 0.006, memory: 5812, loss_cls: 5.8971, loss: 5.8971, grad_norm: 6.3531 2020-10-25 09:01:56,222 - mmaction - INFO - Epoch [99][1080/1492] lr: 1.000e-04, eta: 0:34:55, time: 1.077, data_time: 0.014, memory: 5812, loss_cls: 5.7726, loss: 5.7726, grad_norm: 6.3883 2020-10-25 09:02:17,766 - mmaction - INFO - Epoch [99][1100/1492] lr: 1.000e-04, eta: 0:34:33, time: 1.077, data_time: 0.003, memory: 5812, loss_cls: 5.8882, loss: 5.8882, grad_norm: 6.3675 2020-10-25 09:02:39,595 - mmaction - INFO - Epoch [99][1120/1492] lr: 1.000e-04, eta: 0:34:11, time: 1.080, data_time: 0.003, memory: 5812, loss_cls: 5.9208, loss: 5.9208, grad_norm: 6.4794 2020-10-25 09:03:00,488 - mmaction - INFO - Epoch [99][1140/1492] lr: 1.000e-04, eta: 0:33:49, time: 1.051, data_time: 0.013, memory: 5812, loss_cls: 5.9522, loss: 5.9522, grad_norm: 6.5611 2020-10-25 09:03:21,705 - mmaction - INFO - Epoch [99][1160/1492] lr: 1.000e-04, eta: 0:33:27, time: 1.060, data_time: 0.008, memory: 5812, loss_cls: 5.8886, loss: 5.8886, grad_norm: 6.5059 2020-10-25 09:03:42,841 - mmaction - INFO - Epoch [99][1180/1492] lr: 1.000e-04, eta: 0:33:05, time: 1.056, data_time: 0.010, memory: 5812, loss_cls: 5.8415, loss: 5.8415, grad_norm: 6.3640 2020-10-25 09:04:04,014 - mmaction - INFO - Epoch [99][1200/1492] lr: 1.000e-04, eta: 0:32:43, time: 1.056, data_time: 0.011, memory: 5812, loss_cls: 5.8539, loss: 5.8539, grad_norm: 6.3642 2020-10-25 09:04:25,358 - mmaction - INFO - Epoch [99][1220/1492] lr: 1.000e-04, eta: 0:32:21, time: 1.063, data_time: 0.010, memory: 5812, loss_cls: 5.8709, loss: 5.8709, grad_norm: 6.5307 2020-10-25 09:04:46,477 - mmaction - INFO - Epoch [99][1240/1492] lr: 1.000e-04, eta: 0:31:59, time: 1.062, data_time: 0.014, memory: 5812, loss_cls: 5.9211, loss: 5.9211, grad_norm: 6.4459 2020-10-25 09:05:07,563 - mmaction - INFO - Epoch [99][1260/1492] lr: 1.000e-04, eta: 0:31:37, time: 1.059, data_time: 0.009, memory: 5812, loss_cls: 5.8763, loss: 5.8763, grad_norm: 6.4026 2020-10-25 09:05:28,849 - mmaction - INFO - Epoch [99][1280/1492] lr: 1.000e-04, eta: 0:31:15, time: 1.064, data_time: 0.003, memory: 5812, loss_cls: 5.9171, loss: 5.9171, grad_norm: 6.4244 2020-10-25 09:05:49,617 - mmaction - INFO - Epoch [99][1300/1492] lr: 1.000e-04, eta: 0:30:53, time: 1.041, data_time: 0.005, memory: 5812, loss_cls: 5.9153, loss: 5.9153, grad_norm: 6.4650 2020-10-25 09:06:09,771 - mmaction - INFO - Epoch [99][1320/1492] lr: 1.000e-04, eta: 0:30:30, time: 1.007, data_time: 0.003, memory: 5812, loss_cls: 5.9634, loss: 5.9634, grad_norm: 6.4764 2020-10-25 09:06:31,672 - mmaction - INFO - Epoch [99][1340/1492] lr: 1.000e-04, eta: 0:30:08, time: 1.091, data_time: 0.005, memory: 5812, loss_cls: 5.9333, loss: 5.9333, grad_norm: 6.3712 2020-10-25 09:06:52,218 - mmaction - INFO - Epoch [99][1360/1492] lr: 1.000e-04, eta: 0:29:46, time: 1.028, data_time: 0.007, memory: 5812, loss_cls: 5.8774, loss: 5.8774, grad_norm: 6.4045 2020-10-25 09:07:13,378 - mmaction - INFO - Epoch [99][1380/1492] lr: 1.000e-04, eta: 0:29:24, time: 1.049, data_time: 0.009, memory: 5812, loss_cls: 5.9024, loss: 5.9024, grad_norm: 6.3866 2020-10-25 09:07:35,109 - mmaction - INFO - Epoch [99][1400/1492] lr: 1.000e-04, eta: 0:29:02, time: 1.088, data_time: 0.017, memory: 5812, loss_cls: 5.9027, loss: 5.9027, grad_norm: 6.3157 2020-10-25 09:07:56,267 - mmaction - INFO - Epoch [99][1420/1492] lr: 1.000e-04, eta: 0:28:40, time: 1.066, data_time: 0.015, memory: 5812, loss_cls: 5.8651, loss: 5.8651, grad_norm: 6.3576 2020-10-25 09:08:17,536 - mmaction - INFO - Epoch [99][1440/1492] lr: 1.000e-04, eta: 0:28:18, time: 1.057, data_time: 0.010, memory: 5812, loss_cls: 5.8708, loss: 5.8708, grad_norm: 6.4186 2020-10-25 09:08:38,809 - mmaction - INFO - Epoch [99][1460/1492] lr: 1.000e-04, eta: 0:27:56, time: 1.070, data_time: 0.012, memory: 5812, loss_cls: 5.8048, loss: 5.8048, grad_norm: 6.3735 2020-10-25 09:09:00,262 - mmaction - INFO - Epoch [99][1480/1492] lr: 1.000e-04, eta: 0:27:34, time: 1.075, data_time: 0.007, memory: 5812, loss_cls: 5.8141, loss: 5.8141, grad_norm: 6.4456 2020-10-25 09:09:49,633 - mmaction - INFO - Epoch [100][20/1492] lr: 1.000e-04, eta: 0:26:59, time: 1.840, data_time: 1.280, memory: 5812, loss_cls: 5.8585, loss: 5.8585, grad_norm: 6.4357 2020-10-25 09:10:12,811 - mmaction - INFO - Epoch [100][40/1492] lr: 1.000e-04, eta: 0:26:37, time: 1.161, data_time: 0.408, memory: 5812, loss_cls: 5.8658, loss: 5.8658, grad_norm: 6.3152 2020-10-25 09:10:35,507 - mmaction - INFO - Epoch [100][60/1492] lr: 1.000e-04, eta: 0:26:15, time: 1.134, data_time: 0.249, memory: 5812, loss_cls: 5.8422, loss: 5.8422, grad_norm: 6.5315 2020-10-25 09:10:56,638 - mmaction - INFO - Epoch [100][80/1492] lr: 1.000e-04, eta: 0:25:53, time: 1.059, data_time: 0.461, memory: 5812, loss_cls: 5.8878, loss: 5.8878, grad_norm: 6.4362 2020-10-25 09:11:17,580 - mmaction - INFO - Epoch [100][100/1492] lr: 1.000e-04, eta: 0:25:31, time: 1.045, data_time: 0.436, memory: 5812, loss_cls: 5.9939, loss: 5.9939, grad_norm: 6.4808 2020-10-25 09:11:39,145 - mmaction - INFO - Epoch [100][120/1492] lr: 1.000e-04, eta: 0:25:09, time: 1.076, data_time: 0.483, memory: 5812, loss_cls: 5.9988, loss: 5.9988, grad_norm: 6.5490 2020-10-25 09:11:59,736 - mmaction - INFO - Epoch [100][140/1492] lr: 1.000e-04, eta: 0:24:47, time: 1.026, data_time: 0.416, memory: 5812, loss_cls: 5.7925, loss: 5.7925, grad_norm: 6.2368 2020-10-25 09:12:21,606 - mmaction - INFO - Epoch [100][160/1492] lr: 1.000e-04, eta: 0:24:25, time: 1.100, data_time: 0.296, memory: 5812, loss_cls: 5.9811, loss: 5.9811, grad_norm: 6.4572 2020-10-25 09:12:43,008 - mmaction - INFO - Epoch [100][180/1492] lr: 1.000e-04, eta: 0:24:03, time: 1.067, data_time: 0.087, memory: 5812, loss_cls: 5.9026, loss: 5.9026, grad_norm: 6.4484 2020-10-25 09:13:03,943 - mmaction - INFO - Epoch [100][200/1492] lr: 1.000e-04, eta: 0:23:41, time: 1.046, data_time: 0.006, memory: 5812, loss_cls: 5.9094, loss: 5.9094, grad_norm: 6.4985 2020-10-25 09:13:25,415 - mmaction - INFO - Epoch [100][220/1492] lr: 1.000e-04, eta: 0:23:19, time: 1.074, data_time: 0.006, memory: 5812, loss_cls: 5.7293, loss: 5.7293, grad_norm: 6.3015 2020-10-25 09:13:46,764 - mmaction - INFO - Epoch [100][240/1492] lr: 1.000e-04, eta: 0:22:57, time: 1.071, data_time: 0.006, memory: 5812, loss_cls: 5.8401, loss: 5.8401, grad_norm: 6.2704 2020-10-25 09:14:07,604 - mmaction - INFO - Epoch [100][260/1492] lr: 1.000e-04, eta: 0:22:35, time: 1.043, data_time: 0.004, memory: 5812, loss_cls: 5.8512, loss: 5.8512, grad_norm: 6.2988 2020-10-25 09:14:28,803 - mmaction - INFO - Epoch [100][280/1492] lr: 1.000e-04, eta: 0:22:13, time: 1.059, data_time: 0.001, memory: 5812, loss_cls: 5.9702, loss: 5.9702, grad_norm: 6.4896 2020-10-25 09:14:49,782 - mmaction - INFO - Epoch [100][300/1492] lr: 1.000e-04, eta: 0:21:51, time: 1.046, data_time: 0.005, memory: 5812, loss_cls: 5.9465, loss: 5.9465, grad_norm: 6.5204 2020-10-25 09:15:11,063 - mmaction - INFO - Epoch [100][320/1492] lr: 1.000e-04, eta: 0:21:29, time: 1.068, data_time: 0.006, memory: 5812, loss_cls: 5.7942, loss: 5.7942, grad_norm: 6.3613 2020-10-25 09:15:32,403 - mmaction - INFO - Epoch [100][340/1492] lr: 1.000e-04, eta: 0:21:07, time: 1.056, data_time: 0.003, memory: 5812, loss_cls: 5.8018, loss: 5.8018, grad_norm: 6.2982 2020-10-25 09:15:53,672 - mmaction - INFO - Epoch [100][360/1492] lr: 1.000e-04, eta: 0:20:45, time: 1.070, data_time: 0.013, memory: 5812, loss_cls: 5.9118, loss: 5.9118, grad_norm: 6.3532 2020-10-25 09:16:14,229 - mmaction - INFO - Epoch [100][380/1492] lr: 1.000e-04, eta: 0:20:23, time: 1.028, data_time: 0.007, memory: 5812, loss_cls: 5.8848, loss: 5.8848, grad_norm: 6.4757 2020-10-25 09:16:35,755 - mmaction - INFO - Epoch [100][400/1492] lr: 1.000e-04, eta: 0:20:01, time: 1.073, data_time: 0.008, memory: 5812, loss_cls: 5.8799, loss: 5.8799, grad_norm: 6.3411 2020-10-25 09:16:57,060 - mmaction - INFO - Epoch [100][420/1492] lr: 1.000e-04, eta: 0:19:39, time: 1.062, data_time: 0.009, memory: 5812, loss_cls: 5.8670, loss: 5.8670, grad_norm: 6.3699 2020-10-25 09:17:18,239 - mmaction - INFO - Epoch [100][440/1492] lr: 1.000e-04, eta: 0:19:17, time: 1.069, data_time: 0.012, memory: 5812, loss_cls: 5.8353, loss: 5.8353, grad_norm: 6.3876 2020-10-25 09:17:39,820 - mmaction - INFO - Epoch [100][460/1492] lr: 1.000e-04, eta: 0:18:55, time: 1.079, data_time: 0.003, memory: 5812, loss_cls: 5.7233, loss: 5.7233, grad_norm: 6.3141 2020-10-25 09:18:00,130 - mmaction - INFO - Epoch [100][480/1492] lr: 1.000e-04, eta: 0:18:33, time: 1.015, data_time: 0.003, memory: 5812, loss_cls: 5.9681, loss: 5.9681, grad_norm: 6.4494 2020-10-25 09:18:21,871 - mmaction - INFO - Epoch [100][500/1492] lr: 1.000e-04, eta: 0:18:11, time: 1.087, data_time: 0.002, memory: 5812, loss_cls: 5.9666, loss: 5.9666, grad_norm: 6.6171 2020-10-25 09:18:42,969 - mmaction - INFO - Epoch [100][520/1492] lr: 1.000e-04, eta: 0:17:49, time: 1.054, data_time: 0.002, memory: 5812, loss_cls: 5.9159, loss: 5.9159, grad_norm: 6.3962 2020-10-25 09:19:04,957 - mmaction - INFO - Epoch [100][540/1492] lr: 1.000e-04, eta: 0:17:27, time: 1.095, data_time: 0.003, memory: 5812, loss_cls: 5.7840, loss: 5.7840, grad_norm: 6.3152 2020-10-25 09:19:25,997 - mmaction - INFO - Epoch [100][560/1492] lr: 1.000e-04, eta: 0:17:05, time: 1.051, data_time: 0.010, memory: 5812, loss_cls: 5.7789, loss: 5.7789, grad_norm: 6.3273 2020-10-25 09:19:46,783 - mmaction - INFO - Epoch [100][580/1492] lr: 1.000e-04, eta: 0:16:43, time: 1.038, data_time: 0.007, memory: 5812, loss_cls: 5.8959, loss: 5.8959, grad_norm: 6.5056 2020-10-25 09:20:08,483 - mmaction - INFO - Epoch [100][600/1492] lr: 1.000e-04, eta: 0:16:21, time: 1.085, data_time: 0.008, memory: 5812, loss_cls: 5.8523, loss: 5.8523, grad_norm: 6.4369 2020-10-25 09:20:30,051 - mmaction - INFO - Epoch [100][620/1492] lr: 1.000e-04, eta: 0:15:59, time: 1.076, data_time: 0.010, memory: 5812, loss_cls: 5.8352, loss: 5.8352, grad_norm: 6.3983 2020-10-25 09:20:51,775 - mmaction - INFO - Epoch [100][640/1492] lr: 1.000e-04, eta: 0:15:37, time: 1.083, data_time: 0.011, memory: 5812, loss_cls: 5.7561, loss: 5.7561, grad_norm: 6.3360 2020-10-25 09:21:12,527 - mmaction - INFO - Epoch [100][660/1492] lr: 1.000e-04, eta: 0:15:15, time: 1.047, data_time: 0.012, memory: 5812, loss_cls: 5.7469, loss: 5.7469, grad_norm: 6.3216 2020-10-25 09:21:32,899 - mmaction - INFO - Epoch [100][680/1492] lr: 1.000e-04, eta: 0:14:53, time: 1.020, data_time: 0.002, memory: 5812, loss_cls: 5.8610, loss: 5.8610, grad_norm: 6.3953 2020-10-25 09:21:54,013 - mmaction - INFO - Epoch [100][700/1492] lr: 1.000e-04, eta: 0:14:31, time: 1.054, data_time: 0.002, memory: 5812, loss_cls: 5.8467, loss: 5.8467, grad_norm: 6.4057 2020-10-25 09:22:15,110 - mmaction - INFO - Epoch [100][720/1492] lr: 1.000e-04, eta: 0:14:09, time: 1.053, data_time: 0.004, memory: 5812, loss_cls: 5.9003, loss: 5.9003, grad_norm: 6.4363 2020-10-25 09:22:36,237 - mmaction - INFO - Epoch [100][740/1492] lr: 1.000e-04, eta: 0:13:47, time: 1.058, data_time: 0.006, memory: 5812, loss_cls: 5.8069, loss: 5.8069, grad_norm: 6.4491 2020-10-25 09:22:57,950 - mmaction - INFO - Epoch [100][760/1492] lr: 1.000e-04, eta: 0:13:25, time: 1.084, data_time: 0.005, memory: 5812, loss_cls: 5.8706, loss: 5.8706, grad_norm: 6.5046 2020-10-25 09:23:19,414 - mmaction - INFO - Epoch [100][780/1492] lr: 1.000e-04, eta: 0:13:03, time: 1.072, data_time: 0.006, memory: 5812, loss_cls: 5.8445, loss: 5.8445, grad_norm: 6.4031 2020-10-25 09:23:40,943 - mmaction - INFO - Epoch [100][800/1492] lr: 1.000e-04, eta: 0:12:41, time: 1.079, data_time: 0.008, memory: 5812, loss_cls: 6.0059, loss: 6.0059, grad_norm: 6.6248 2020-10-25 09:24:01,414 - mmaction - INFO - Epoch [100][820/1492] lr: 1.000e-04, eta: 0:12:19, time: 1.022, data_time: 0.007, memory: 5812, loss_cls: 5.8764, loss: 5.8764, grad_norm: 6.4248 2020-10-25 09:24:22,807 - mmaction - INFO - Epoch [100][840/1492] lr: 1.000e-04, eta: 0:11:57, time: 1.070, data_time: 0.005, memory: 5812, loss_cls: 5.8397, loss: 5.8397, grad_norm: 6.2939 2020-10-25 09:24:43,727 - mmaction - INFO - Epoch [100][860/1492] lr: 1.000e-04, eta: 0:11:35, time: 1.045, data_time: 0.006, memory: 5812, loss_cls: 5.8670, loss: 5.8670, grad_norm: 6.3498 2020-10-25 09:25:04,894 - mmaction - INFO - Epoch [100][880/1492] lr: 1.000e-04, eta: 0:11:13, time: 1.059, data_time: 0.007, memory: 5812, loss_cls: 5.7826, loss: 5.7826, grad_norm: 6.4148 2020-10-25 09:25:26,559 - mmaction - INFO - Epoch [100][900/1492] lr: 1.000e-04, eta: 0:10:51, time: 1.086, data_time: 0.005, memory: 5812, loss_cls: 5.8008, loss: 5.8008, grad_norm: 6.3838 2020-10-25 09:25:47,547 - mmaction - INFO - Epoch [100][920/1492] lr: 1.000e-04, eta: 0:10:29, time: 1.045, data_time: 0.003, memory: 5812, loss_cls: 5.8622, loss: 5.8622, grad_norm: 6.4780 2020-10-25 09:26:08,065 - mmaction - INFO - Epoch [100][940/1492] lr: 1.000e-04, eta: 0:10:07, time: 1.020, data_time: 0.007, memory: 5812, loss_cls: 5.8755, loss: 5.8755, grad_norm: 6.3210 2020-10-25 09:26:29,011 - mmaction - INFO - Epoch [100][960/1492] lr: 1.000e-04, eta: 0:09:45, time: 1.058, data_time: 0.014, memory: 5812, loss_cls: 5.9095, loss: 5.9095, grad_norm: 6.4120 2020-10-25 09:26:50,185 - mmaction - INFO - Epoch [100][980/1492] lr: 1.000e-04, eta: 0:09:23, time: 1.058, data_time: 0.012, memory: 5812, loss_cls: 5.9194, loss: 5.9194, grad_norm: 6.4972 2020-10-25 09:27:11,237 - mmaction - INFO - Epoch [100][1000/1492] lr: 1.000e-04, eta: 0:09:01, time: 1.053, data_time: 0.007, memory: 5812, loss_cls: 5.9189, loss: 5.9189, grad_norm: 6.4863 2020-10-25 09:27:32,766 - mmaction - INFO - Epoch [100][1020/1492] lr: 1.000e-04, eta: 0:08:39, time: 1.070, data_time: 0.003, memory: 5812, loss_cls: 5.8574, loss: 5.8574, grad_norm: 6.2655 2020-10-25 09:27:53,550 - mmaction - INFO - Epoch [100][1040/1492] lr: 1.000e-04, eta: 0:08:17, time: 1.043, data_time: 0.010, memory: 5812, loss_cls: 5.9208, loss: 5.9208, grad_norm: 6.3576 2020-10-25 09:28:14,631 - mmaction - INFO - Epoch [100][1060/1492] lr: 1.000e-04, eta: 0:07:55, time: 1.053, data_time: 0.005, memory: 5812, loss_cls: 5.7564, loss: 5.7564, grad_norm: 6.1566 2020-10-25 09:28:35,737 - mmaction - INFO - Epoch [100][1080/1492] lr: 1.000e-04, eta: 0:07:33, time: 1.059, data_time: 0.011, memory: 5812, loss_cls: 5.9085, loss: 5.9085, grad_norm: 6.3475 2020-10-25 09:28:57,314 - mmaction - INFO - Epoch [100][1100/1492] lr: 1.000e-04, eta: 0:07:11, time: 1.080, data_time: 0.003, memory: 5812, loss_cls: 5.9393, loss: 5.9393, grad_norm: 6.4586 2020-10-25 09:29:18,462 - mmaction - INFO - Epoch [100][1120/1492] lr: 1.000e-04, eta: 0:06:49, time: 1.049, data_time: 0.004, memory: 5812, loss_cls: 5.9363, loss: 5.9363, grad_norm: 6.5184 2020-10-25 09:29:39,269 - mmaction - INFO - Epoch [100][1140/1492] lr: 1.000e-04, eta: 0:06:27, time: 1.049, data_time: 0.012, memory: 5812, loss_cls: 5.8953, loss: 5.8953, grad_norm: 6.4898 2020-10-25 09:30:00,518 - mmaction - INFO - Epoch [100][1160/1492] lr: 1.000e-04, eta: 0:06:05, time: 1.063, data_time: 0.003, memory: 5812, loss_cls: 5.8386, loss: 5.8386, grad_norm: 6.4288 2020-10-25 09:30:21,552 - mmaction - INFO - Epoch [100][1180/1492] lr: 1.000e-04, eta: 0:05:43, time: 1.052, data_time: 0.002, memory: 5812, loss_cls: 5.8589, loss: 5.8589, grad_norm: 6.4209 2020-10-25 09:30:42,994 - mmaction - INFO - Epoch [100][1200/1492] lr: 1.000e-04, eta: 0:05:21, time: 1.070, data_time: 0.002, memory: 5812, loss_cls: 5.7665, loss: 5.7665, grad_norm: 6.3391 2020-10-25 09:31:04,344 - mmaction - INFO - Epoch [100][1220/1492] lr: 1.000e-04, eta: 0:04:59, time: 1.069, data_time: 0.004, memory: 5812, loss_cls: 5.8150, loss: 5.8150, grad_norm: 6.3342 2020-10-25 09:31:25,535 - mmaction - INFO - Epoch [100][1240/1492] lr: 1.000e-04, eta: 0:04:37, time: 1.060, data_time: 0.002, memory: 5812, loss_cls: 6.0377, loss: 6.0377, grad_norm: 6.5244 2020-10-25 09:31:46,472 - mmaction - INFO - Epoch [100][1260/1492] lr: 1.000e-04, eta: 0:04:15, time: 1.044, data_time: 0.001, memory: 5812, loss_cls: 5.7810, loss: 5.7810, grad_norm: 6.3496 2020-10-25 09:32:07,975 - mmaction - INFO - Epoch [100][1280/1492] lr: 1.000e-04, eta: 0:03:53, time: 1.070, data_time: 0.006, memory: 5812, loss_cls: 5.8007, loss: 5.8007, grad_norm: 6.4259 2020-10-25 09:32:29,508 - mmaction - INFO - Epoch [100][1300/1492] lr: 1.000e-04, eta: 0:03:31, time: 1.082, data_time: 0.009, memory: 5812, loss_cls: 5.8281, loss: 5.8281, grad_norm: 6.2684 2020-10-25 09:32:51,084 - mmaction - INFO - Epoch [100][1320/1492] lr: 1.000e-04, eta: 0:03:09, time: 1.078, data_time: 0.004, memory: 5812, loss_cls: 5.8822, loss: 5.8822, grad_norm: 6.5190 2020-10-25 09:33:12,366 - mmaction - INFO - Epoch [100][1340/1492] lr: 1.000e-04, eta: 0:02:47, time: 1.066, data_time: 0.003, memory: 5812, loss_cls: 5.9388, loss: 5.9388, grad_norm: 6.4966 2020-10-25 09:33:33,818 - mmaction - INFO - Epoch [100][1360/1492] lr: 1.000e-04, eta: 0:02:25, time: 1.072, data_time: 0.001, memory: 5812, loss_cls: 5.8464, loss: 5.8464, grad_norm: 6.4188 2020-10-25 09:33:54,799 - mmaction - INFO - Epoch [100][1380/1492] lr: 1.000e-04, eta: 0:02:03, time: 1.046, data_time: 0.001, memory: 5812, loss_cls: 5.8864, loss: 5.8864, grad_norm: 6.3537 2020-10-25 09:34:15,511 - mmaction - INFO - Epoch [100][1400/1492] lr: 1.000e-04, eta: 0:01:41, time: 1.035, data_time: 0.006, memory: 5812, loss_cls: 5.9365, loss: 5.9365, grad_norm: 6.3326 2020-10-25 09:34:37,356 - mmaction - INFO - Epoch [100][1420/1492] lr: 1.000e-04, eta: 0:01:19, time: 1.095, data_time: 0.007, memory: 5812, loss_cls: 5.8385, loss: 5.8385, grad_norm: 6.4312 2020-10-25 09:34:58,355 - mmaction - INFO - Epoch [100][1440/1492] lr: 1.000e-04, eta: 0:00:57, time: 1.044, data_time: 0.005, memory: 5812, loss_cls: 5.8229, loss: 5.8229, grad_norm: 6.5368 2020-10-25 09:35:19,486 - mmaction - INFO - Epoch [100][1460/1492] lr: 1.000e-04, eta: 0:00:35, time: 1.062, data_time: 0.015, memory: 5812, loss_cls: 5.7874, loss: 5.7874, grad_norm: 6.3881 2020-10-25 09:35:40,900 - mmaction - INFO - Epoch [100][1480/1492] lr: 1.000e-04, eta: 0:00:13, time: 1.067, data_time: 0.004, memory: 5812, loss_cls: 5.8898, loss: 5.8898, grad_norm: 6.4727 2020-10-25 09:35:52,179 - mmaction - INFO - Saving checkpoint at 100 epochs 2020-10-25 09:37:55,038 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-25 09:37:56,365 - mmaction - INFO - mean_average_precision 0.4810 2020-10-25 09:37:56,382 - mmaction - INFO - Epoch(val) [100][1492] mean_average_precision: 0.4810